warning: commands will be executed using /bin/sh
job 2413 at Fri Feb 28 10:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140225/YutaMouse20-140225/YutaMouse20-140225
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2096132 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 698710 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 36779 members 
Mstep: Class 4 contains 36569 members 
Mstep: Class 5 contains 36417 members 
Mstep: Class 6 contains 36864 members 
Mstep: Class 7 contains 36557 members 
Mstep: Class 8 contains 37016 members 
Mstep: Class 9 contains 36572 members 
Mstep: Class 10 contains 36928 members 
Mstep: Class 11 contains 36771 members 
Mstep: Class 12 contains 36491 members 
Mstep: Class 13 contains 36795 members 
Mstep: Class 14 contains 37083 members 
Mstep: Class 15 contains 36994 members 
Mstep: Class 16 contains 36859 members 
Mstep: Class 17 contains 36851 members 
Mstep: Class 18 contains 36755 members 
Mstep: Class 19 contains 36527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121598256.000000 Penalty: 63409.343750
Iteration 0F: 20 clusters Score -1.215983e+08 nChanged 661348
Entering Unmasked Mstep 
Mstep: Class 0 contains 1703 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 39306 members 
Mstep: Class 3 contains 265550 members 
Mstep: Class 4 contains 37797 members 
Mstep: Class 5 contains 11303 members 
Mstep: Class 6 contains 14613 members 
Mstep: Class 7 contains 63178 members 
Mstep: Class 8 contains 27922 members 
Mstep: Class 9 contains 13444 members 
Mstep: Class 10 contains 29491 members 
Mstep: Class 11 contains 21830 members 
Mstep: Class 12 contains 8079 members 
Mstep: Class 13 contains 4741 members 
Mstep: Class 14 contains 9543 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 28926 members 
Mstep: Class 17 contains 83683 members 
Mstep: Class 18 contains 8257 members 
Mstep: Class 19 contains 15046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1990.060303 but Gain 3337.335938
Score: -125611024.000000 Penalty: 60072.007812
Iteration 1F: 19 clusters Score -1.25611e+08 nChanged 319724
Entering Unmasked Mstep 
Mstep: Class 0 contains 1432 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 54862 members 
Mstep: Class 3 contains 136866 members 
Mstep: Class 4 contains 53814 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 5597 members 
Mstep: Class 7 contains 136428 members 
Mstep: Class 8 contains 27595 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 10 contains 24423 members 
Mstep: Class 11 contains 19750 members 
Mstep: Class 12 contains 2672 members 
Mstep: Class 14 contains 3056 members 
Mstep: Class 15 contains 3104 members 
Mstep: Class 16 contains 40991 members 
Mstep: Class 17 contains 163905 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 9411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125873672.000000 Penalty: 60072.007812
Iteration 2F: 19 clusters Score -1.258737e+08 nChanged 244692
Entering Unmasked Mstep 
Mstep: Class 0 contains 923 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 103027 members 
Mstep: Class 3 contains 100059 members 
Mstep: Class 4 contains 93874 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 5574 members 
Mstep: Class 7 contains 95598 members 
Mstep: Class 8 contains 34918 members 
Mstep: Class 9 contains 5180 members 
Mstep: Class 10 contains 29549 members 
Mstep: Class 11 contains 22913 members 
Mstep: Class 12 contains 1948 members 
Mstep: Class 14 contains 3296 members 
Mstep: Class 15 contains 3079 members 
Mstep: Class 16 contains 72688 members 
Mstep: Class 17 contains 102782 members 
Mstep: Class 18 contains 2334 members 
Mstep: Class 19 contains 11575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126165416.000000 Penalty: 60072.007812
Iteration 3F: 19 clusters Score -1.261654e+08 nChanged 178495
Entering Unmasked Mstep 
Mstep: Class 0 contains 570 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 85767 members 
Mstep: Class 3 contains 85387 members 
Mstep: Class 4 contains 99245 members 
Mstep: Class 5 contains 4294 members 
Mstep: Class 6 contains 5657 members 
Mstep: Class 7 contains 78284 members 
Mstep: Class 8 contains 45175 members 
Mstep: Class 9 contains 5354 members 
Mstep: Class 10 contains 36503 members 
Mstep: Class 11 contains 26117 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 14 contains 3520 members 
Mstep: Class 15 contains 2948 members 
Mstep: Class 16 contains 122182 members 
Mstep: Class 17 contains 73702 members 
Mstep: Class 18 contains 2648 members 
Mstep: Class 19 contains 14570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126288872.000000 Penalty: 60072.007812
Iteration 4F: 19 clusters Score -1.262889e+08 nChanged 186492
Entering Unmasked Mstep 
Mstep: Class 0 contains 409 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 93712 members 
Mstep: Class 3 contains 93706 members 
Mstep: Class 4 contains 83225 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 5119 members 
Mstep: Class 7 contains 87291 members 
Mstep: Class 8 contains 61127 members 
Mstep: Class 9 contains 5131 members 
Mstep: Class 10 contains 47531 members 
Mstep: Class 11 contains 31453 members 
Mstep: Class 12 contains 780 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 2681 members 
Mstep: Class 16 contains 70445 members 
Mstep: Class 17 contains 83257 members 
Mstep: Class 18 contains 2959 members 
Mstep: Class 19 contains 17154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3015.411865 but Gain 3337.332031
Score: -126401032.000000 Penalty: 56734.675781
Iteration 5F: 18 clusters Score -1.26401e+08 nChanged 136174
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 75728 members 
Mstep: Class 3 contains 77116 members 
Mstep: Class 4 contains 88642 members 
Mstep: Class 5 contains 3245 members 
Mstep: Class 6 contains 4470 members 
Mstep: Class 7 contains 74340 members 
Mstep: Class 8 contains 81467 members 
Mstep: Class 9 contains 5281 members 
Mstep: Class 10 contains 58486 members 
Mstep: Class 11 contains 36251 members 
Mstep: Class 12 contains 605 members 
Mstep: Class 15 contains 2423 members 
Mstep: Class 16 contains 83963 members 
Mstep: Class 17 contains 78050 members 
Mstep: Class 18 contains 3136 members 
Mstep: Class 19 contains 19398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126480224.000000 Penalty: 56734.675781
Iteration 6F: 18 clusters Score -1.264802e+08 nChanged 139544
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 75086 members 
Mstep: Class 3 contains 75079 members 
Mstep: Class 4 contains 80634 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 3393 members 
Mstep: Class 7 contains 67842 members 
Mstep: Class 8 contains 99971 members 
Mstep: Class 9 contains 5079 members 
Mstep: Class 10 contains 71596 members 
Mstep: Class 11 contains 43215 members 
Mstep: Class 12 contains 512 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 78931 members 
Mstep: Class 17 contains 62582 members 
Mstep: Class 18 contains 3108 members 
Mstep: Class 19 contains 21118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2701.888672 but Gain 3337.335938
Score: -126510664.000000 Penalty: 53397.339844
Iteration 7F: 17 clusters Score -1.265107e+08 nChanged 140152
Entering Unmasked Mstep 
Mstep: Class 0 contains 210 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 76681 members 
Mstep: Class 3 contains 69085 members 
Mstep: Class 4 contains 84091 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 7 contains 62279 members 
Mstep: Class 8 contains 80320 members 
Mstep: Class 9 contains 5036 members 
Mstep: Class 10 contains 92545 members 
Mstep: Class 11 contains 56194 members 
Mstep: Class 12 contains 471 members 
Mstep: Class 15 contains 2125 members 
Mstep: Class 16 contains 73114 members 
Mstep: Class 17 contains 61195 members 
Mstep: Class 18 contains 3039 members 
Mstep: Class 19 contains 24719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3184.530762 but Gain 3337.332031
Score: -126563704.000000 Penalty: 50060.007812
Iteration 8F: 16 clusters Score -1.265637e+08 nChanged 117180
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 70677 members 
Mstep: Class 3 contains 61660 members 
Mstep: Class 4 contains 80754 members 
Mstep: Class 7 contains 56406 members 
Mstep: Class 8 contains 81883 members 
Mstep: Class 9 contains 4610 members 
Mstep: Class 10 contains 100866 members 
Mstep: Class 11 contains 75675 members 
Mstep: Class 12 contains 463 members 
Mstep: Class 15 contains 2036 members 
Mstep: Class 16 contains 68970 members 
Mstep: Class 17 contains 57069 members 
Mstep: Class 18 contains 3012 members 
Mstep: Class 19 contains 29040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126591728.000000 Penalty: 50060.007812
Iteration 9F: 16 clusters Score -1.265917e+08 nChanged 102753
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 64729 members 
Mstep: Class 3 contains 56660 members 
Mstep: Class 4 contains 79353 members 
Mstep: Class 7 contains 52748 members 
Mstep: Class 8 contains 82973 members 
Mstep: Class 9 contains 4072 members 
Mstep: Class 10 contains 94651 members 
Mstep: Class 11 contains 99438 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 65426 members 
Mstep: Class 17 contains 53670 members 
Mstep: Class 18 contains 2923 members 
Mstep: Class 19 contains 34378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126592592.000000 Penalty: 50060.007812
Iteration 10F: 16 clusters Score -1.265926e+08 nChanged 113220
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 66167 members 
Mstep: Class 3 contains 59412 members 
Mstep: Class 4 contains 78100 members 
Mstep: Class 7 contains 54877 members 
Mstep: Class 8 contains 82513 members 
Mstep: Class 9 contains 3651 members 
Mstep: Class 10 contains 93658 members 
Mstep: Class 11 contains 88320 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 15 contains 1874 members 
Mstep: Class 16 contains 65765 members 
Mstep: Class 17 contains 56436 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 39487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126633544.000000 Penalty: 50060.007812
Iteration 11F: 16 clusters Score -1.266335e+08 nChanged 66766
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 64614 members 
Mstep: Class 3 contains 58738 members 
Mstep: Class 4 contains 77648 members 
Mstep: Class 7 contains 55779 members 
Mstep: Class 8 contains 82421 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 92526 members 
Mstep: Class 11 contains 88152 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 65611 members 
Mstep: Class 17 contains 55491 members 
Mstep: Class 18 contains 2756 members 
Mstep: Class 19 contains 44246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126650872.000000 Penalty: 50060.007812
Iteration 12F: 16 clusters Score -1.266509e+08 nChanged 54697
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 63383 members 
Mstep: Class 3 contains 59218 members 
Mstep: Class 4 contains 76866 members 
Mstep: Class 7 contains 57139 members 
Mstep: Class 8 contains 82143 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 90074 members 
Mstep: Class 11 contains 86431 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 65648 members 
Mstep: Class 17 contains 54827 members 
Mstep: Class 18 contains 2702 members 
Mstep: Class 19 contains 49857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126669536.000000 Penalty: 50060.007812
Iteration 13F: 16 clusters Score -1.266695e+08 nChanged 46201
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 61798 members 
Mstep: Class 3 contains 59708 members 
Mstep: Class 4 contains 75953 members 
Mstep: Class 7 contains 57980 members 
Mstep: Class 8 contains 80592 members 
Mstep: Class 9 contains 2708 members 
Mstep: Class 10 contains 87286 members 
Mstep: Class 11 contains 87546 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 65194 members 
Mstep: Class 17 contains 53923 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 55875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126682776.000000 Penalty: 50060.007812
Iteration 14F: 16 clusters Score -1.266828e+08 nChanged 38602
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 60640 members 
Mstep: Class 3 contains 60911 members 
Mstep: Class 4 contains 75161 members 
Mstep: Class 7 contains 58337 members 
Mstep: Class 8 contains 80215 members 
Mstep: Class 9 contains 2471 members 
Mstep: Class 10 contains 83835 members 
Mstep: Class 11 contains 86846 members 
Mstep: Class 12 contains 435 members 
Mstep: Class 15 contains 1657 members 
Mstep: Class 16 contains 64863 members 
Mstep: Class 17 contains 52965 members 
Mstep: Class 18 contains 2618 members 
Mstep: Class 19 contains 62353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126697616.000000 Penalty: 50060.007812
Iteration 15F: 16 clusters Score -1.266976e+08 nChanged 33317
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 59556 members 
Mstep: Class 3 contains 61929 members 
Mstep: Class 4 contains 74311 members 
Mstep: Class 7 contains 58297 members 
Mstep: Class 8 contains 78811 members 
Mstep: Class 9 contains 2241 members 
Mstep: Class 10 contains 80727 members 
Mstep: Class 11 contains 87009 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 64351 members 
Mstep: Class 17 contains 52239 members 
Mstep: Class 18 contains 2605 members 
Mstep: Class 19 contains 69054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126706984.000000 Penalty: 50060.007812
Iteration 16Q: 16 clusters Score -1.26707e+08 nChanged 28954
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 58674 members 
Mstep: Class 3 contains 63015 members 
Mstep: Class 4 contains 73386 members 
Mstep: Class 7 contains 58231 members 
Mstep: Class 8 contains 78061 members 
Mstep: Class 9 contains 2018 members 
Mstep: Class 10 contains 76563 members 
Mstep: Class 11 contains 86725 members 
Mstep: Class 12 contains 469 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 63754 members 
Mstep: Class 17 contains 51550 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 76344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126715248.000000 Penalty: 50060.007812
Iteration 17Q: 16 clusters Score -1.267152e+08 nChanged 26809
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 57776 members 
Mstep: Class 3 contains 63891 members 
Mstep: Class 4 contains 72363 members 
Mstep: Class 7 contains 58297 members 
Mstep: Class 8 contains 77055 members 
Mstep: Class 9 contains 1796 members 
Mstep: Class 10 contains 71827 members 
Mstep: Class 11 contains 86428 members 
Mstep: Class 12 contains 547 members 
Mstep: Class 15 contains 1548 members 
Mstep: Class 16 contains 63218 members 
Mstep: Class 17 contains 51070 members 
Mstep: Class 18 contains 2487 members 
Mstep: Class 19 contains 84198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126722552.000000 Penalty: 50060.007812
Iteration 18Q: 16 clusters Score -1.267226e+08 nChanged 25989
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 56964 members 
Mstep: Class 3 contains 64746 members 
Mstep: Class 4 contains 71203 members 
Mstep: Class 7 contains 58205 members 
Mstep: Class 8 contains 75963 members 
Mstep: Class 9 contains 1598 members 
Mstep: Class 10 contains 66619 members 
Mstep: Class 11 contains 85846 members 
Mstep: Class 12 contains 577 members 
Mstep: Class 15 contains 1536 members 
Mstep: Class 16 contains 62667 members 
Mstep: Class 17 contains 50756 members 
Mstep: Class 18 contains 2447 members 
Mstep: Class 19 contains 92782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126722792.000000 Penalty: 50060.007812
Iteration 19Q: 16 clusters Score -1.267228e+08 nChanged 29452
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 56482 members 
Mstep: Class 3 contains 65370 members 
Mstep: Class 4 contains 70253 members 
Mstep: Class 7 contains 58075 members 
Mstep: Class 8 contains 74924 members 
Mstep: Class 9 contains 1421 members 
Mstep: Class 10 contains 60545 members 
Mstep: Class 11 contains 85384 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 15 contains 1531 members 
Mstep: Class 16 contains 62123 members 
Mstep: Class 17 contains 50979 members 
Mstep: Class 18 contains 2400 members 
Mstep: Class 19 contains 100932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126719128.000000 Penalty: 50060.007812
Iteration 20F: 16 clusters Score -1.267191e+08 nChanged 26575
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 56178 members 
Mstep: Class 3 contains 65798 members 
Mstep: Class 4 contains 69576 members 
Mstep: Class 7 contains 58091 members 
Mstep: Class 8 contains 74537 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 57004 members 
Mstep: Class 11 contains 85376 members 
Mstep: Class 12 contains 727 members 
Mstep: Class 15 contains 1484 members 
Mstep: Class 16 contains 61677 members 
Mstep: Class 17 contains 50982 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 104889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126716912.000000 Penalty: 50060.007812
Iteration 21Q: 16 clusters Score -1.267169e+08 nChanged 20820
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 55949 members 
Mstep: Class 3 contains 66393 members 
Mstep: Class 4 contains 69238 members 
Mstep: Class 7 contains 58372 members 
Mstep: Class 8 contains 74646 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 56167 members 
Mstep: Class 11 contains 85265 members 
Mstep: Class 12 contains 737 members 
Mstep: Class 15 contains 1443 members 
Mstep: Class 16 contains 61525 members 
Mstep: Class 17 contains 50993 members 
Mstep: Class 18 contains 2365 members 
Mstep: Class 19 contains 104586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126718536.000000 Penalty: 50060.007812
Iteration 22Q: 16 clusters Score -1.267185e+08 nChanged 16399
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 55824 members 
Mstep: Class 3 contains 67072 members 
Mstep: Class 4 contains 69191 members 
Mstep: Class 7 contains 58744 members 
Mstep: Class 8 contains 74435 members 
Mstep: Class 9 contains 984 members 
Mstep: Class 10 contains 56097 members 
Mstep: Class 11 contains 85040 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 15 contains 1426 members 
Mstep: Class 16 contains 61589 members 
Mstep: Class 17 contains 50947 members 
Mstep: Class 18 contains 2385 members 
Mstep: Class 19 contains 103386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126720736.000000 Penalty: 50060.007812
Iteration 23Q: 16 clusters Score -1.267207e+08 nChanged 14558
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 55827 members 
Mstep: Class 3 contains 67725 members 
Mstep: Class 4 contains 69193 members 
Mstep: Class 7 contains 59154 members 
Mstep: Class 8 contains 74041 members 
Mstep: Class 9 contains 885 members 
Mstep: Class 10 contains 56095 members 
Mstep: Class 11 contains 84729 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 61618 members 
Mstep: Class 17 contains 50927 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 102306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126722888.000000 Penalty: 50060.007812
Iteration 24Q: 16 clusters Score -1.267229e+08 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 55765 members 
Mstep: Class 3 contains 68243 members 
Mstep: Class 4 contains 69248 members 
Mstep: Class 7 contains 59494 members 
Mstep: Class 8 contains 73643 members 
Mstep: Class 9 contains 785 members 
Mstep: Class 10 contains 55998 members 
Mstep: Class 11 contains 84449 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 61638 members 
Mstep: Class 17 contains 50872 members 
Mstep: Class 18 contains 2435 members 
Mstep: Class 19 contains 101596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126724856.000000 Penalty: 50060.007812
Iteration 25Q: 16 clusters Score -1.267249e+08 nChanged 13377
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 55717 members 
Mstep: Class 3 contains 68768 members 
Mstep: Class 4 contains 69329 members 
Mstep: Class 7 contains 59723 members 
Mstep: Class 8 contains 73242 members 
Mstep: Class 9 contains 709 members 
Mstep: Class 10 contains 55933 members 
Mstep: Class 11 contains 84133 members 
Mstep: Class 12 contains 755 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 61680 members 
Mstep: Class 17 contains 50763 members 
Mstep: Class 18 contains 2471 members 
Mstep: Class 19 contains 101022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126727144.000000 Penalty: 50060.007812
Iteration 26Q: 16 clusters Score -1.267271e+08 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 55682 members 
Mstep: Class 3 contains 69332 members 
Mstep: Class 4 contains 69441 members 
Mstep: Class 7 contains 59963 members 
Mstep: Class 8 contains 72672 members 
Mstep: Class 9 contains 669 members 
Mstep: Class 10 contains 55933 members 
Mstep: Class 11 contains 83749 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 61700 members 
Mstep: Class 17 contains 50696 members 
Mstep: Class 18 contains 2505 members 
Mstep: Class 19 contains 100441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126728528.000000 Penalty: 50060.007812
Iteration 27Q: 16 clusters Score -1.267285e+08 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 55597 members 
Mstep: Class 3 contains 69864 members 
Mstep: Class 4 contains 69593 members 
Mstep: Class 7 contains 60147 members 
Mstep: Class 8 contains 72123 members 
Mstep: Class 9 contains 627 members 
Mstep: Class 10 contains 55898 members 
Mstep: Class 11 contains 83191 members 
Mstep: Class 12 contains 763 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 61803 members 
Mstep: Class 17 contains 50593 members 
Mstep: Class 18 contains 2538 members 
Mstep: Class 19 contains 100102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126729008.000000 Penalty: 50060.007812
Iteration 28Q: 16 clusters Score -1.26729e+08 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 55503 members 
Mstep: Class 3 contains 70482 members 
Mstep: Class 4 contains 69720 members 
Mstep: Class 7 contains 60345 members 
Mstep: Class 8 contains 71546 members 
Mstep: Class 9 contains 581 members 
Mstep: Class 10 contains 55894 members 
Mstep: Class 11 contains 82519 members 
Mstep: Class 12 contains 769 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 61833 members 
Mstep: Class 17 contains 50548 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 99785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126729584.000000 Penalty: 50060.007812
Iteration 29Q: 16 clusters Score -1.267296e+08 nChanged 13201
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 55385 members 
Mstep: Class 3 contains 71112 members 
Mstep: Class 4 contains 69905 members 
Mstep: Class 7 contains 60631 members 
Mstep: Class 8 contains 70916 members 
Mstep: Class 9 contains 550 members 
Mstep: Class 10 contains 55872 members 
Mstep: Class 11 contains 81680 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 61981 members 
Mstep: Class 17 contains 50462 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 99476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126730416.000000 Penalty: 50060.007812
Iteration 30Q: 16 clusters Score -1.267304e+08 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 55228 members 
Mstep: Class 3 contains 71783 members 
Mstep: Class 4 contains 70023 members 
Mstep: Class 7 contains 60756 members 
Mstep: Class 8 contains 70325 members 
Mstep: Class 9 contains 522 members 
Mstep: Class 10 contains 55901 members 
Mstep: Class 11 contains 81019 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 62104 members 
Mstep: Class 17 contains 50520 members 
Mstep: Class 18 contains 2619 members 
Mstep: Class 19 contains 98933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126730928.000000 Penalty: 50060.007812
Iteration 31Q: 16 clusters Score -1.267309e+08 nChanged 12488
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 55144 members 
Mstep: Class 3 contains 72406 members 
Mstep: Class 4 contains 70054 members 
Mstep: Class 7 contains 60983 members 
Mstep: Class 8 contains 69579 members 
Mstep: Class 9 contains 502 members 
Mstep: Class 10 contains 55838 members 
Mstep: Class 11 contains 80352 members 
Mstep: Class 12 contains 777 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 62319 members 
Mstep: Class 17 contains 50599 members 
Mstep: Class 18 contains 2635 members 
Mstep: Class 19 contains 98519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126731952.000000 Penalty: 50060.007812
Iteration 32Q: 16 clusters Score -1.26732e+08 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 55167 members 
Mstep: Class 3 contains 73066 members 
Mstep: Class 4 contains 70104 members 
Mstep: Class 7 contains 61112 members 
Mstep: Class 8 contains 68878 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 55872 members 
Mstep: Class 11 contains 79688 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 62653 members 
Mstep: Class 17 contains 50524 members 
Mstep: Class 18 contains 2651 members 
Mstep: Class 19 contains 97907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126732480.000000 Penalty: 50060.007812
Iteration 33Q: 16 clusters Score -1.267325e+08 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 55200 members 
Mstep: Class 3 contains 73756 members 
Mstep: Class 4 contains 70159 members 
Mstep: Class 7 contains 61202 members 
Mstep: Class 8 contains 68107 members 
Mstep: Class 9 contains 464 members 
Mstep: Class 10 contains 55884 members 
Mstep: Class 11 contains 78935 members 
Mstep: Class 12 contains 783 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 62917 members 
Mstep: Class 17 contains 50557 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 97403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126732632.000000 Penalty: 50060.007812
Iteration 34Q: 16 clusters Score -1.267326e+08 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 55145 members 
Mstep: Class 3 contains 74498 members 
Mstep: Class 4 contains 70294 members 
Mstep: Class 7 contains 61247 members 
Mstep: Class 8 contains 67228 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 55775 members 
Mstep: Class 11 contains 78336 members 
Mstep: Class 12 contains 784 members 
Mstep: Class 15 contains 1423 members 
Mstep: Class 16 contains 63237 members 
Mstep: Class 17 contains 50580 members 
Mstep: Class 18 contains 2681 members 
Mstep: Class 19 contains 96934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126733424.000000 Penalty: 50060.007812
Iteration 35Q: 16 clusters Score -1.267334e+08 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 55074 members 
Mstep: Class 3 contains 75284 members 
Mstep: Class 4 contains 70493 members 
Mstep: Class 7 contains 61293 members 
Mstep: Class 8 contains 66246 members 
Mstep: Class 9 contains 434 members 
Mstep: Class 10 contains 55724 members 
Mstep: Class 11 contains 77563 members 
Mstep: Class 12 contains 787 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 63660 members 
Mstep: Class 17 contains 50593 members 
Mstep: Class 18 contains 2699 members 
Mstep: Class 19 contains 96439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126733880.000000 Penalty: 50060.007812
Iteration 36Q: 16 clusters Score -1.267339e+08 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 55045 members 
Mstep: Class 3 contains 75943 members 
Mstep: Class 4 contains 70627 members 
Mstep: Class 7 contains 61372 members 
Mstep: Class 8 contains 65204 members 
Mstep: Class 9 contains 422 members 
Mstep: Class 10 contains 55677 members 
Mstep: Class 11 contains 77010 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 15 contains 1426 members 
Mstep: Class 16 contains 64012 members 
Mstep: Class 17 contains 50594 members 
Mstep: Class 18 contains 2722 members 
Mstep: Class 19 contains 95965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126734328.000000 Penalty: 50060.007812
Iteration 37Q: 16 clusters Score -1.267343e+08 nChanged 11678
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 55088 members 
Mstep: Class 3 contains 76526 members 
Mstep: Class 4 contains 70743 members 
Mstep: Class 7 contains 61429 members 
Mstep: Class 8 contains 64258 members 
Mstep: Class 9 contains 417 members 
Mstep: Class 10 contains 55649 members 
Mstep: Class 11 contains 76438 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 15 contains 1427 members 
Mstep: Class 16 contains 64398 members 
Mstep: Class 17 contains 50465 members 
Mstep: Class 18 contains 2742 members 
Mstep: Class 19 contains 95472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126735152.000000 Penalty: 50060.007812
Iteration 38Q: 16 clusters Score -1.267352e+08 nChanged 11401
Entering ConstructFrom: 
Score: -126735152.000000 Penalty: 50060.007812
Entering ConstructFrom: 
Trying to split cluster 1 (23733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Entering Unmasked Estep 
Score: -4231895.500000 Penalty: 2498.506348
	Iteration 0F: 2 clusters Score -4231896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -4215456.500000 Penalty: 4997.012695
	Iteration 0F: 3 clusters Score -4215456 nChanged 10633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -4221451.500000 Penalty: 4997.012695
	Iteration 1F: 3 clusters Score -4221452 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -4222372.000000 Penalty: 4997.012695
	Iteration 2F: 3 clusters Score -4222372 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -4223405.000000 Penalty: 4997.012695
	Iteration 3F: 3 clusters Score -4223405 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -4224686.500000 Penalty: 4997.012695
	Iteration 4F: 3 clusters Score -4224686 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4226320.500000 Penalty: 4997.012695
	Iteration 5F: 3 clusters Score -4226320 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -4228251.000000 Penalty: 4997.012695
	Iteration 6F: 3 clusters Score -4228251 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -4230105.000000 Penalty: 4997.012695
	Iteration 7F: 3 clusters Score -4230105 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -4231444.000000 Penalty: 4997.012695
	Iteration 8F: 3 clusters Score -4231444 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4232194.500000 Penalty: 4997.012695
	Iteration 9Q: 3 clusters Score -4232194 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -4232486.000000 Penalty: 4997.012695
	Iteration 10Q: 3 clusters Score -4232486 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -4232631.500000 Penalty: 4997.012695
	Iteration 11Q: 3 clusters Score -4232632 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -4232695.000000 Penalty: 4997.012695
	Iteration 12Q: 3 clusters Score -4232695 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -4232725.000000 Penalty: 4997.012695
	Iteration 13Q: 3 clusters Score -4232725 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -4232737.000000 Penalty: 4997.012695
	Iteration 14Q: 3 clusters Score -4232737 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -4232752.000000 Penalty: 4997.012695
	Iteration 15Q: 3 clusters Score -4232752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -4232765.500000 Penalty: 4997.012695
	Iteration 16Q: 3 clusters Score -4232766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -4232764.500000 Penalty: 4997.012695
	Iteration 17Q: 3 clusters Score -4232764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4232765.000000 Penalty: 4997.012695
	Iteration 18Q: 3 clusters Score -4232765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -4232764.500000 Penalty: 4997.012695
	Iteration 19Q: 3 clusters Score -4232764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -4232759.000000 Penalty: 4997.012695
	Iteration 20F: 3 clusters Score -4232759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4232760.500000 Penalty: 4997.012695
	Iteration 21Q: 3 clusters Score -4232760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -4232769.000000 Penalty: 4997.012695
	Iteration 22Q: 3 clusters Score -4232769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -4232761.000000 Penalty: 4997.012695
	Iteration 23Q: 3 clusters Score -4232761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4232771.000000 Penalty: 4997.012695
	Iteration 24Q: 3 clusters Score -4232771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -4232769.500000 Penalty: 4997.012695
	Iteration 25Q: 3 clusters Score -4232770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -4232769.500000 Penalty: 4997.012695
	Iteration 26Q: 3 clusters Score -4232770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -4232769.500000 Penalty: 4997.012695
	Iteration 27Q: 3 clusters Score -4232770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -4232769.500000 Penalty: 4997.012695
	Iteration 28F: 3 clusters Score -4232770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 55047 members 
Mstep: Class 3 contains 77033 members 
Mstep: Class 4 contains 70863 members 
Mstep: Class 5 contains 22263 members 
Mstep: Class 7 contains 61578 members 
Mstep: Class 8 contains 63211 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 55657 members 
Mstep: Class 11 contains 75941 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 64707 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 95060 members 
Entering Unmasked Estep 
Score: -126735056.000000 Penalty: 53397.339844
Splitting cluster 1 changes total score from -126735152.000000 to -126735056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (55047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Entering Unmasked Estep 
Score: -10138431.000000 Penalty: 2707.153564
	Iteration 0F: 2 clusters Score -1.013843e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -10110791.000000 Penalty: 5414.307129
	Iteration 0F: 3 clusters Score -1.011079e+07 nChanged 25458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -10124780.000000 Penalty: 5414.307129
	Iteration 1F: 3 clusters Score -1.012478e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -10125547.000000 Penalty: 5414.307129
	Iteration 2Q: 3 clusters Score -1.012555e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -10126318.000000 Penalty: 5414.307129
	Iteration 3Q: 3 clusters Score -1.012632e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -10127275.000000 Penalty: 5414.307129
	Iteration 4Q: 3 clusters Score -1.012728e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -10128551.000000 Penalty: 5414.307129
	Iteration 5Q: 3 clusters Score -1.012855e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -10130504.000000 Penalty: 5414.307129
	Iteration 6F: 3 clusters Score -1.01305e+07 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -10133137.000000 Penalty: 5414.307129
	Iteration 7F: 3 clusters Score -1.013314e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -10135546.000000 Penalty: 5414.307129
	Iteration 8F: 3 clusters Score -1.013555e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -10136070.000000 Penalty: 5414.307129
	Iteration 9F: 3 clusters Score -1.013607e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -10136356.000000 Penalty: 5414.307129
	Iteration 10Q: 3 clusters Score -1.013636e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 52574 members 
Entering Unmasked Estep 
Score: -10136491.000000 Penalty: 5414.307129
	Iteration 11Q: 3 clusters Score -1.013649e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -10136581.000000 Penalty: 5414.307129
	Iteration 12Q: 3 clusters Score -1.013658e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -10136551.000000 Penalty: 5414.307129
	Iteration 13Q: 3 clusters Score -1.013655e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -10136563.000000 Penalty: 5414.307129
	Iteration 14Q: 3 clusters Score -1.013656e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -10136530.000000 Penalty: 5414.307129
	Iteration 15Q: 3 clusters Score -1.013653e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -10136533.000000 Penalty: 5414.307129
	Iteration 16Q: 3 clusters Score -1.013653e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -10136523.000000 Penalty: 5414.307129
	Iteration 17Q: 3 clusters Score -1.013652e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -10136542.000000 Penalty: 5414.307129
	Iteration 18Q: 3 clusters Score -1.013654e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -10136534.000000 Penalty: 5414.307129
	Iteration 19Q: 3 clusters Score -1.013653e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 54530 members 
Entering Unmasked Estep 
Score: -10136557.000000 Penalty: 5414.307129
	Iteration 20F: 3 clusters Score -1.013656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -10136546.000000 Penalty: 5414.307129
	Iteration 21Q: 3 clusters Score -1.013655e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -10136555.000000 Penalty: 5414.307129
	Iteration 22Q: 3 clusters Score -1.013656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -10136559.000000 Penalty: 5414.307129
	Iteration 23Q: 3 clusters Score -1.013656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -10136559.000000 Penalty: 5414.307129
	Iteration 24Q: 3 clusters Score -1.013656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -10136558.000000 Penalty: 5414.307129
	Iteration 25Q: 3 clusters Score -1.013656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -10136551.000000 Penalty: 5414.307129
	Iteration 26Q: 3 clusters Score -1.013655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -10136551.000000 Penalty: 5414.307129
	Iteration 27Q: 3 clusters Score -1.013655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 54593 members 
Entering Unmasked Estep 
Score: -10136551.000000 Penalty: 5414.307129
	Iteration 28Q: 3 clusters Score -1.013655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -10136548.000000 Penalty: 5414.307129
	Iteration 29Q: 3 clusters Score -1.013655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -10136554.000000 Penalty: 5414.307129
	Iteration 30Q: 3 clusters Score -1.013655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -10136559.000000 Penalty: 5414.307129
	Iteration 31Q: 3 clusters Score -1.013656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -10136559.000000 Penalty: 5414.307129
	Iteration 32Q: 3 clusters Score -1.013656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -10136554.000000 Penalty: 5414.307129
	Iteration 33Q: 3 clusters Score -1.013655e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -10136556.000000 Penalty: 5414.307129
	Iteration 34Q: 3 clusters Score -1.013656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -10136554.000000 Penalty: 5414.307129
	Iteration 35Q: 3 clusters Score -1.013655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -10136562.000000 Penalty: 5414.307129
	Iteration 36Q: 3 clusters Score -1.013656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -10136567.000000 Penalty: 5414.307129
	Iteration 37Q: 3 clusters Score -1.013657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -10136569.000000 Penalty: 5414.307129
	Iteration 38Q: 3 clusters Score -1.013657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 54599 members 
Entering Unmasked Estep 
Score: -10136569.000000 Penalty: 5414.307129
	Iteration 39F: 3 clusters Score -1.013657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (77033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Entering Unmasked Estep 
Score: -14447723.000000 Penalty: 2790.493408
	Iteration 0F: 2 clusters Score -1.444772e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -14430657.000000 Penalty: 5580.986816
	Iteration 0F: 3 clusters Score -1.443066e+07 nChanged 36102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -14451205.000000 Penalty: 5580.986816
	Iteration 1F: 3 clusters Score -1.44512e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -14451945.000000 Penalty: 5580.986816
	Iteration 2Q: 3 clusters Score -1.445194e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -14452652.000000 Penalty: 5580.986816
	Iteration 3Q: 3 clusters Score -1.445265e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -14453444.000000 Penalty: 5580.986816
	Iteration 4Q: 3 clusters Score -1.445344e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -14454620.000000 Penalty: 5580.986816
	Iteration 5Q: 3 clusters Score -1.445462e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -14456471.000000 Penalty: 5580.986816
	Iteration 6F: 3 clusters Score -1.445647e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -14459188.000000 Penalty: 5580.986816
	Iteration 7F: 3 clusters Score -1.445919e+07 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -14462606.000000 Penalty: 5580.986816
	Iteration 8F: 3 clusters Score -1.446261e+07 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -14465101.000000 Penalty: 5580.986816
	Iteration 9F: 3 clusters Score -1.44651e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -14466049.000000 Penalty: 5580.986816
	Iteration 10Q: 3 clusters Score -1.446605e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -14466351.000000 Penalty: 5580.986816
	Iteration 11Q: 3 clusters Score -1.446635e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -14466413.000000 Penalty: 5580.986816
	Iteration 12Q: 3 clusters Score -1.446641e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -14466398.000000 Penalty: 5580.986816
	Iteration 13Q: 3 clusters Score -1.44664e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -14466391.000000 Penalty: 5580.986816
	Iteration 14Q: 3 clusters Score -1.446639e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -14466423.000000 Penalty: 5580.986816
	Iteration 15Q: 3 clusters Score -1.446642e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -14466367.000000 Penalty: 5580.986816
	Iteration 16Q: 3 clusters Score -1.446637e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -14466451.000000 Penalty: 5580.986816
	Iteration 17Q: 3 clusters Score -1.446645e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -14466509.000000 Penalty: 5580.986816
	Iteration 18Q: 3 clusters Score -1.446651e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -14466500.000000 Penalty: 5580.986816
	Iteration 19Q: 3 clusters Score -1.44665e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -14466481.000000 Penalty: 5580.986816
	Iteration 20F: 3 clusters Score -1.446648e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -14466641.000000 Penalty: 5580.986816
	Iteration 21Q: 3 clusters Score -1.446664e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -14466646.000000 Penalty: 5580.986816
	Iteration 22Q: 3 clusters Score -1.446665e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -14466817.000000 Penalty: 5580.986816
	Iteration 23Q: 3 clusters Score -1.446682e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -14466871.000000 Penalty: 5580.986816
	Iteration 24Q: 3 clusters Score -1.446687e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -14466964.000000 Penalty: 5580.986816
	Iteration 25Q: 3 clusters Score -1.446696e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -14467098.000000 Penalty: 5580.986816
	Iteration 26Q: 3 clusters Score -1.44671e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -14467202.000000 Penalty: 5580.986816
	Iteration 27Q: 3 clusters Score -1.44672e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -14467300.000000 Penalty: 5580.986816
	Iteration 28Q: 3 clusters Score -1.44673e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -14467334.000000 Penalty: 5580.986816
	Iteration 29Q: 3 clusters Score -1.446733e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -14467377.000000 Penalty: 5580.986816
	Iteration 30Q: 3 clusters Score -1.446738e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -14467406.000000 Penalty: 5580.986816
	Iteration 31Q: 3 clusters Score -1.446741e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -14467424.000000 Penalty: 5580.986816
	Iteration 32Q: 3 clusters Score -1.446742e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -14467461.000000 Penalty: 5580.986816
	Iteration 33Q: 3 clusters Score -1.446746e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -14467439.000000 Penalty: 5580.986816
	Iteration 34Q: 3 clusters Score -1.446744e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -14467508.000000 Penalty: 5580.986816
	Iteration 35Q: 3 clusters Score -1.446751e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -14467536.000000 Penalty: 5580.986816
	Iteration 36Q: 3 clusters Score -1.446754e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -14467656.000000 Penalty: 5580.986816
	Iteration 37Q: 3 clusters Score -1.446766e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -14467738.000000 Penalty: 5580.986816
	Iteration 38Q: 3 clusters Score -1.446774e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -14467762.000000 Penalty: 5580.986816
	Iteration 39Q: 3 clusters Score -1.446776e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -14467816.000000 Penalty: 5580.986816
	Iteration 40F: 3 clusters Score -1.446782e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -14467831.000000 Penalty: 5580.986816
	Iteration 41Q: 3 clusters Score -1.446783e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -14467878.000000 Penalty: 5580.986816
	Iteration 42Q: 3 clusters Score -1.446788e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -14467866.000000 Penalty: 5580.986816
	Iteration 43Q: 3 clusters Score -1.446787e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -14467895.000000 Penalty: 5580.986816
	Iteration 44Q: 3 clusters Score -1.44679e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -14467934.000000 Penalty: 5580.986816
	Iteration 45Q: 3 clusters Score -1.446793e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -14467899.000000 Penalty: 5580.986816
	Iteration 46Q: 3 clusters Score -1.44679e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -14467899.000000 Penalty: 5580.986816
	Iteration 47Q: 3 clusters Score -1.44679e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -14467921.000000 Penalty: 5580.986816
	Iteration 48Q: 3 clusters Score -1.446792e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -14467907.000000 Penalty: 5580.986816
	Iteration 49Q: 3 clusters Score -1.446791e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -14467890.000000 Penalty: 5580.986816
	Iteration 50Q: 3 clusters Score -1.446789e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -14467891.000000 Penalty: 5580.986816
	Iteration 51Q: 3 clusters Score -1.446789e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -14467912.000000 Penalty: 5580.986816
	Iteration 52Q: 3 clusters Score -1.446791e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -14467984.000000 Penalty: 5580.986816
	Iteration 53Q: 3 clusters Score -1.446798e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -14467960.000000 Penalty: 5580.986816
	Iteration 54Q: 3 clusters Score -1.446796e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -14467972.000000 Penalty: 5580.986816
	Iteration 55Q: 3 clusters Score -1.446797e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -14467965.000000 Penalty: 5580.986816
	Iteration 56Q: 3 clusters Score -1.446796e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -14468019.000000 Penalty: 5580.986816
	Iteration 57Q: 3 clusters Score -1.446802e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -14468017.000000 Penalty: 5580.986816
	Iteration 58Q: 3 clusters Score -1.446802e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -14468001.000000 Penalty: 5580.986816
	Iteration 59Q: 3 clusters Score -1.4468e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -14468024.000000 Penalty: 5580.986816
	Iteration 60F: 3 clusters Score -1.446802e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -14468037.000000 Penalty: 5580.986816
	Iteration 61Q: 3 clusters Score -1.446804e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -14468032.000000 Penalty: 5580.986816
	Iteration 62Q: 3 clusters Score -1.446803e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -14468068.000000 Penalty: 5580.986816
	Iteration 63Q: 3 clusters Score -1.446807e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -14468103.000000 Penalty: 5580.986816
	Iteration 64Q: 3 clusters Score -1.44681e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -14468122.000000 Penalty: 5580.986816
	Iteration 65Q: 3 clusters Score -1.446812e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -14468140.000000 Penalty: 5580.986816
	Iteration 66Q: 3 clusters Score -1.446814e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -14468168.000000 Penalty: 5580.986816
	Iteration 67Q: 3 clusters Score -1.446817e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -14468244.000000 Penalty: 5580.986816
	Iteration 68Q: 3 clusters Score -1.446824e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -14468259.000000 Penalty: 5580.986816
	Iteration 69Q: 3 clusters Score -1.446826e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -14468305.000000 Penalty: 5580.986816
	Iteration 70Q: 3 clusters Score -1.44683e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -14468342.000000 Penalty: 5580.986816
	Iteration 71Q: 3 clusters Score -1.446834e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -14468364.000000 Penalty: 5580.986816
	Iteration 72Q: 3 clusters Score -1.446836e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -14468445.000000 Penalty: 5580.986816
	Iteration 73Q: 3 clusters Score -1.446844e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -14468464.000000 Penalty: 5580.986816
	Iteration 74Q: 3 clusters Score -1.446846e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -14468485.000000 Penalty: 5580.986816
	Iteration 75Q: 3 clusters Score -1.446848e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -14468497.000000 Penalty: 5580.986816
	Iteration 76Q: 3 clusters Score -1.44685e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -14468532.000000 Penalty: 5580.986816
	Iteration 77Q: 3 clusters Score -1.446853e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -14468545.000000 Penalty: 5580.986816
	Iteration 78Q: 3 clusters Score -1.446854e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -14468529.000000 Penalty: 5580.986816
	Iteration 79Q: 3 clusters Score -1.446853e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -14468567.000000 Penalty: 5580.986816
	Iteration 80F: 3 clusters Score -1.446857e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -14468647.000000 Penalty: 5580.986816
	Iteration 81Q: 3 clusters Score -1.446865e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -14468707.000000 Penalty: 5580.986816
	Iteration 82Q: 3 clusters Score -1.446871e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -14468822.000000 Penalty: 5580.986816
	Iteration 83Q: 3 clusters Score -1.446882e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -14468878.000000 Penalty: 5580.986816
	Iteration 84Q: 3 clusters Score -1.446888e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -14468965.000000 Penalty: 5580.986816
	Iteration 85Q: 3 clusters Score -1.446896e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -14469051.000000 Penalty: 5580.986816
	Iteration 86Q: 3 clusters Score -1.446905e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -14469124.000000 Penalty: 5580.986816
	Iteration 87Q: 3 clusters Score -1.446912e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -14469134.000000 Penalty: 5580.986816
	Iteration 88Q: 3 clusters Score -1.446913e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -14469225.000000 Penalty: 5580.986816
	Iteration 89Q: 3 clusters Score -1.446922e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -14469293.000000 Penalty: 5580.986816
	Iteration 90Q: 3 clusters Score -1.446929e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -14469352.000000 Penalty: 5580.986816
	Iteration 91Q: 3 clusters Score -1.446935e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -14469502.000000 Penalty: 5580.986816
	Iteration 92Q: 3 clusters Score -1.44695e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -14469541.000000 Penalty: 5580.986816
	Iteration 93Q: 3 clusters Score -1.446954e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -14469532.000000 Penalty: 5580.986816
	Iteration 94Q: 3 clusters Score -1.446953e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -14469545.000000 Penalty: 5580.986816
	Iteration 95Q: 3 clusters Score -1.446954e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -14469605.000000 Penalty: 5580.986816
	Iteration 96Q: 3 clusters Score -1.44696e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -14469617.000000 Penalty: 5580.986816
	Iteration 97Q: 3 clusters Score -1.446962e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -14469653.000000 Penalty: 5580.986816
	Iteration 98Q: 3 clusters Score -1.446965e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -14469628.000000 Penalty: 5580.986816
	Iteration 99Q: 3 clusters Score -1.446963e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -14469644.000000 Penalty: 5580.986816
	Iteration 100F: 3 clusters Score -1.446964e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -14469641.000000 Penalty: 5580.986816
	Iteration 101Q: 3 clusters Score -1.446964e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -14469634.000000 Penalty: 5580.986816
	Iteration 102Q: 3 clusters Score -1.446963e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -14469674.000000 Penalty: 5580.986816
	Iteration 103Q: 3 clusters Score -1.446967e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -14469743.000000 Penalty: 5580.986816
	Iteration 104Q: 3 clusters Score -1.446974e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -14469719.000000 Penalty: 5580.986816
	Iteration 105Q: 3 clusters Score -1.446972e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -14469772.000000 Penalty: 5580.986816
	Iteration 106Q: 3 clusters Score -1.446977e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -14469778.000000 Penalty: 5580.986816
	Iteration 107Q: 3 clusters Score -1.446978e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -14469769.000000 Penalty: 5580.986816
	Iteration 108Q: 3 clusters Score -1.446977e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -14469785.000000 Penalty: 5580.986816
	Iteration 109Q: 3 clusters Score -1.446978e+07 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -14469830.000000 Penalty: 5580.986816
	Iteration 110Q: 3 clusters Score -1.446983e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -14469807.000000 Penalty: 5580.986816
	Iteration 111Q: 3 clusters Score -1.446981e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -14469814.000000 Penalty: 5580.986816
	Iteration 112Q: 3 clusters Score -1.446981e+07 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -14469820.000000 Penalty: 5580.986816
	Iteration 113Q: 3 clusters Score -1.446982e+07 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -14469814.000000 Penalty: 5580.986816
	Iteration 114Q: 3 clusters Score -1.446981e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -14469791.000000 Penalty: 5580.986816
	Iteration 115Q: 3 clusters Score -1.446979e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -14469797.000000 Penalty: 5580.986816
	Iteration 116Q: 3 clusters Score -1.44698e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -14469804.000000 Penalty: 5580.986816
	Iteration 117Q: 3 clusters Score -1.44698e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -14469789.000000 Penalty: 5580.986816
	Iteration 118Q: 3 clusters Score -1.446979e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -14469786.000000 Penalty: 5580.986816
	Iteration 119Q: 3 clusters Score -1.446979e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -14469780.000000 Penalty: 5580.986816
	Iteration 120F: 3 clusters Score -1.446978e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -14469777.000000 Penalty: 5580.986816
	Iteration 121Q: 3 clusters Score -1.446978e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -14469764.000000 Penalty: 5580.986816
	Iteration 122Q: 3 clusters Score -1.446976e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -14469776.000000 Penalty: 5580.986816
	Iteration 123Q: 3 clusters Score -1.446978e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -14469770.000000 Penalty: 5580.986816
	Iteration 124Q: 3 clusters Score -1.446977e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -14469784.000000 Penalty: 5580.986816
	Iteration 125Q: 3 clusters Score -1.446978e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -14469801.000000 Penalty: 5580.986816
	Iteration 126Q: 3 clusters Score -1.44698e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -14469798.000000 Penalty: 5580.986816
	Iteration 127Q: 3 clusters Score -1.44698e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -14469800.000000 Penalty: 5580.986816
	Iteration 128Q: 3 clusters Score -1.44698e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -14469787.000000 Penalty: 5580.986816
	Iteration 129Q: 3 clusters Score -1.446979e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -14469784.000000 Penalty: 5580.986816
	Iteration 130Q: 3 clusters Score -1.446978e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -14469799.000000 Penalty: 5580.986816
	Iteration 131Q: 3 clusters Score -1.44698e+07 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -14469775.000000 Penalty: 5580.986816
	Iteration 132Q: 3 clusters Score -1.446978e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -14469794.000000 Penalty: 5580.986816
	Iteration 133Q: 3 clusters Score -1.446979e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -14469784.000000 Penalty: 5580.986816
	Iteration 134Q: 3 clusters Score -1.446978e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -14469802.000000 Penalty: 5580.986816
	Iteration 135Q: 3 clusters Score -1.44698e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -14469785.000000 Penalty: 5580.986816
	Iteration 136Q: 3 clusters Score -1.446978e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -14469800.000000 Penalty: 5580.986816
	Iteration 137Q: 3 clusters Score -1.44698e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -14469821.000000 Penalty: 5580.986816
	Iteration 138Q: 3 clusters Score -1.446982e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -14469826.000000 Penalty: 5580.986816
	Iteration 139Q: 3 clusters Score -1.446983e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -14469838.000000 Penalty: 5580.986816
	Iteration 140F: 3 clusters Score -1.446984e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -14469838.000000 Penalty: 5580.986816
	Iteration 141Q: 3 clusters Score -1.446984e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -14469847.000000 Penalty: 5580.986816
	Iteration 142Q: 3 clusters Score -1.446985e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -14469845.000000 Penalty: 5580.986816
	Iteration 143Q: 3 clusters Score -1.446984e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -14469842.000000 Penalty: 5580.986816
	Iteration 144Q: 3 clusters Score -1.446984e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -14469824.000000 Penalty: 5580.986816
	Iteration 145Q: 3 clusters Score -1.446982e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -14469825.000000 Penalty: 5580.986816
	Iteration 146Q: 3 clusters Score -1.446982e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -14469825.000000 Penalty: 5580.986816
	Iteration 147Q: 3 clusters Score -1.446982e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -14469810.000000 Penalty: 5580.986816
	Iteration 148Q: 3 clusters Score -1.446981e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -14469813.000000 Penalty: 5580.986816
	Iteration 149Q: 3 clusters Score -1.446981e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -14469796.000000 Penalty: 5580.986816
	Iteration 150Q: 3 clusters Score -1.44698e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -14469816.000000 Penalty: 5580.986816
	Iteration 151Q: 3 clusters Score -1.446982e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -14469810.000000 Penalty: 5580.986816
	Iteration 152Q: 3 clusters Score -1.446981e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -14469826.000000 Penalty: 5580.986816
	Iteration 153Q: 3 clusters Score -1.446983e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -14469821.000000 Penalty: 5580.986816
	Iteration 154Q: 3 clusters Score -1.446982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -14469832.000000 Penalty: 5580.986816
	Iteration 155Q: 3 clusters Score -1.446983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -14469826.000000 Penalty: 5580.986816
	Iteration 156Q: 3 clusters Score -1.446983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -14469820.000000 Penalty: 5580.986816
	Iteration 157Q: 3 clusters Score -1.446982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -14469819.000000 Penalty: 5580.986816
	Iteration 158Q: 3 clusters Score -1.446982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -14469820.000000 Penalty: 5580.986816
	Iteration 159Q: 3 clusters Score -1.446982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -14469820.000000 Penalty: 5580.986816
	Iteration 160F: 3 clusters Score -1.446982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -14469814.000000 Penalty: 5580.986816
	Iteration 161Q: 3 clusters Score -1.446981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -14469828.000000 Penalty: 5580.986816
	Iteration 162Q: 3 clusters Score -1.446983e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -14469818.000000 Penalty: 5580.986816
	Iteration 163Q: 3 clusters Score -1.446982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -14469824.000000 Penalty: 5580.986816
	Iteration 164Q: 3 clusters Score -1.446982e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -14469825.000000 Penalty: 5580.986816
	Iteration 165Q: 3 clusters Score -1.446982e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -14469836.000000 Penalty: 5580.986816
	Iteration 166Q: 3 clusters Score -1.446984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -14469833.000000 Penalty: 5580.986816
	Iteration 167Q: 3 clusters Score -1.446983e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -14469823.000000 Penalty: 5580.986816
	Iteration 168Q: 3 clusters Score -1.446982e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
Score: -14469834.000000 Penalty: 5580.986816
	Iteration 169Q: 3 clusters Score -1.446983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -14469841.000000 Penalty: 5580.986816
	Iteration 170Q: 3 clusters Score -1.446984e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -14469834.000000 Penalty: 5580.986816
	Iteration 171Q: 3 clusters Score -1.446983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -14469842.000000 Penalty: 5580.986816
	Iteration 172Q: 3 clusters Score -1.446984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -14469840.000000 Penalty: 5580.986816
	Iteration 173Q: 3 clusters Score -1.446984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -14469853.000000 Penalty: 5580.986816
	Iteration 174Q: 3 clusters Score -1.446985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -14469855.000000 Penalty: 5580.986816
	Iteration 175Q: 3 clusters Score -1.446986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -14469859.000000 Penalty: 5580.986816
	Iteration 176Q: 3 clusters Score -1.446986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -14469865.000000 Penalty: 5580.986816
	Iteration 177Q: 3 clusters Score -1.446986e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -14469864.000000 Penalty: 5580.986816
	Iteration 178Q: 3 clusters Score -1.446986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -14469850.000000 Penalty: 5580.986816
	Iteration 179Q: 3 clusters Score -1.446985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -14469848.000000 Penalty: 5580.986816
	Iteration 180F: 3 clusters Score -1.446985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -14469864.000000 Penalty: 5580.986816
	Iteration 181Q: 3 clusters Score -1.446986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -14469866.000000 Penalty: 5580.986816
	Iteration 182Q: 3 clusters Score -1.446987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -14469866.000000 Penalty: 5580.986816
	Iteration 183F: 3 clusters Score -1.446987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 55047 members 
Mstep: Class 3 contains 42970 members 
Mstep: Class 4 contains 70863 members 
Mstep: Class 5 contains 34063 members 
Mstep: Class 7 contains 61578 members 
Mstep: Class 8 contains 63211 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 55657 members 
Mstep: Class 11 contains 75941 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 64707 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 95060 members 
Entering Unmasked Estep 
Score: -126757344.000000 Penalty: 53397.339844
Splitting cluster 3 changes total score from -126735152.000000 to -126757344.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (70863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Entering Unmasked Estep 
Score: -13027372.000000 Penalty: 2769.788818
	Iteration 0F: 2 clusters Score -1.302737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -12998303.000000 Penalty: 5539.577637
	Iteration 0F: 3 clusters Score -1.29983e+07 nChanged 33274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -13018826.000000 Penalty: 5539.577637
	Iteration 1F: 3 clusters Score -1.301883e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -13021461.000000 Penalty: 5539.577637
	Iteration 2F: 3 clusters Score -1.302146e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -13024944.000000 Penalty: 5539.577637
	Iteration 3F: 3 clusters Score -1.302494e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -13028688.000000 Penalty: 5539.577637
	Iteration 4F: 3 clusters Score -1.302869e+07 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -13031318.000000 Penalty: 5539.577637
	Iteration 5F: 3 clusters Score -1.303132e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -13032932.000000 Penalty: 5539.577637
	Iteration 6F: 3 clusters Score -1.303293e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -13033337.000000 Penalty: 5539.577637
	Iteration 7Q: 3 clusters Score -1.303334e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 58593 members 
Entering Unmasked Estep 
Score: -13032974.000000 Penalty: 5539.577637
	Iteration 8Q: 3 clusters Score -1.303297e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -13032385.000000 Penalty: 5539.577637
	Iteration 9Q: 3 clusters Score -1.303238e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -13031772.000000 Penalty: 5539.577637
	Iteration 10Q: 3 clusters Score -1.303177e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -13031045.000000 Penalty: 5539.577637
	Iteration 11Q: 3 clusters Score -1.303104e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -13030606.000000 Penalty: 5539.577637
	Iteration 12Q: 3 clusters Score -1.303061e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 62912 members 
Entering Unmasked Estep 
Score: -13030245.000000 Penalty: 5539.577637
	Iteration 13Q: 3 clusters Score -1.303024e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -13029926.000000 Penalty: 5539.577637
	Iteration 14Q: 3 clusters Score -1.302993e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -13029670.000000 Penalty: 5539.577637
	Iteration 15Q: 3 clusters Score -1.302967e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -13029480.000000 Penalty: 5539.577637
	Iteration 16Q: 3 clusters Score -1.302948e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -13029293.000000 Penalty: 5539.577637
	Iteration 17Q: 3 clusters Score -1.302929e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 64818 members 
Entering Unmasked Estep 
Score: -13029125.000000 Penalty: 5539.577637
	Iteration 18Q: 3 clusters Score -1.302912e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 65088 members 
Entering Unmasked Estep 
Score: -13028972.000000 Penalty: 5539.577637
	Iteration 19Q: 3 clusters Score -1.302897e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -13028848.000000 Penalty: 5539.577637
	Iteration 20F: 3 clusters Score -1.302885e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -13028691.000000 Penalty: 5539.577637
	Iteration 21Q: 3 clusters Score -1.302869e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -13028618.000000 Penalty: 5539.577637
	Iteration 22Q: 3 clusters Score -1.302862e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 65976 members 
Entering Unmasked Estep 
Score: -13028520.000000 Penalty: 5539.577637
	Iteration 23Q: 3 clusters Score -1.302852e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 66160 members 
Entering Unmasked Estep 
Score: -13028377.000000 Penalty: 5539.577637
	Iteration 24Q: 3 clusters Score -1.302838e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 66336 members 
Entering Unmasked Estep 
Score: -13028294.000000 Penalty: 5539.577637
	Iteration 25Q: 3 clusters Score -1.302829e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -13028231.000000 Penalty: 5539.577637
	Iteration 26Q: 3 clusters Score -1.302823e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 66662 members 
Entering Unmasked Estep 
Score: -13028146.000000 Penalty: 5539.577637
	Iteration 27Q: 3 clusters Score -1.302815e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -13028096.000000 Penalty: 5539.577637
	Iteration 28Q: 3 clusters Score -1.30281e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 66978 members 
Entering Unmasked Estep 
Score: -13028000.000000 Penalty: 5539.577637
	Iteration 29Q: 3 clusters Score -1.3028e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 67124 members 
Entering Unmasked Estep 
Score: -13027937.000000 Penalty: 5539.577637
	Iteration 30Q: 3 clusters Score -1.302794e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 67257 members 
Entering Unmasked Estep 
Score: -13027819.000000 Penalty: 5539.577637
	Iteration 31Q: 3 clusters Score -1.302782e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 67413 members 
Entering Unmasked Estep 
Score: -13027814.000000 Penalty: 5539.577637
	Iteration 32Q: 3 clusters Score -1.302781e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -13027760.000000 Penalty: 5539.577637
	Iteration 33Q: 3 clusters Score -1.302776e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 67672 members 
Entering Unmasked Estep 
Score: -13027670.000000 Penalty: 5539.577637
	Iteration 34Q: 3 clusters Score -1.302767e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -13027620.000000 Penalty: 5539.577637
	Iteration 35Q: 3 clusters Score -1.302762e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -13027611.000000 Penalty: 5539.577637
	Iteration 36Q: 3 clusters Score -1.302761e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -13027591.000000 Penalty: 5539.577637
	Iteration 37Q: 3 clusters Score -1.302759e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 68014 members 
Entering Unmasked Estep 
Score: -13027561.000000 Penalty: 5539.577637
	Iteration 38Q: 3 clusters Score -1.302756e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 68067 members 
Entering Unmasked Estep 
Score: -13027561.000000 Penalty: 5539.577637
	Iteration 39Q: 3 clusters Score -1.302756e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 68121 members 
Entering Unmasked Estep 
Score: -13027527.000000 Penalty: 5539.577637
	Iteration 40F: 3 clusters Score -1.302753e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 68170 members 
Entering Unmasked Estep 
Score: -13027504.000000 Penalty: 5539.577637
	Iteration 41Q: 3 clusters Score -1.30275e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -13027471.000000 Penalty: 5539.577637
	Iteration 42Q: 3 clusters Score -1.302747e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 68269 members 
Entering Unmasked Estep 
Score: -13027447.000000 Penalty: 5539.577637
	Iteration 43Q: 3 clusters Score -1.302745e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 68314 members 
Entering Unmasked Estep 
Score: -13027418.000000 Penalty: 5539.577637
	Iteration 44Q: 3 clusters Score -1.302742e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
Score: -13027418.000000 Penalty: 5539.577637
	Iteration 45Q: 3 clusters Score -1.302742e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -13027403.000000 Penalty: 5539.577637
	Iteration 46Q: 3 clusters Score -1.30274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 68414 members 
Entering Unmasked Estep 
Score: -13027402.000000 Penalty: 5539.577637
	Iteration 47Q: 3 clusters Score -1.30274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 68439 members 
Entering Unmasked Estep 
Score: -13027393.000000 Penalty: 5539.577637
	Iteration 48Q: 3 clusters Score -1.302739e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -13027374.000000 Penalty: 5539.577637
	Iteration 49Q: 3 clusters Score -1.302737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 68487 members 
Entering Unmasked Estep 
Score: -13027372.000000 Penalty: 5539.577637
	Iteration 50Q: 3 clusters Score -1.302737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 68507 members 
Entering Unmasked Estep 
Score: -13027345.000000 Penalty: 5539.577637
	Iteration 51Q: 3 clusters Score -1.302734e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 68529 members 
Entering Unmasked Estep 
Score: -13027342.000000 Penalty: 5539.577637
	Iteration 52Q: 3 clusters Score -1.302734e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 68553 members 
Entering Unmasked Estep 
Score: -13027332.000000 Penalty: 5539.577637
	Iteration 53Q: 3 clusters Score -1.302733e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 68576 members 
Entering Unmasked Estep 
Score: -13027332.000000 Penalty: 5539.577637
	Iteration 54Q: 3 clusters Score -1.302733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -13027302.000000 Penalty: 5539.577637
	Iteration 55Q: 3 clusters Score -1.30273e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -13027288.000000 Penalty: 5539.577637
	Iteration 56Q: 3 clusters Score -1.302729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -13027276.000000 Penalty: 5539.577637
	Iteration 57Q: 3 clusters Score -1.302728e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 68661 members 
Entering Unmasked Estep 
Score: -13027252.000000 Penalty: 5539.577637
	Iteration 58Q: 3 clusters Score -1.302725e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 68690 members 
Entering Unmasked Estep 
Score: -13027231.000000 Penalty: 5539.577637
	Iteration 59Q: 3 clusters Score -1.302723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 68708 members 
Entering Unmasked Estep 
Score: -13027224.000000 Penalty: 5539.577637
	Iteration 60F: 3 clusters Score -1.302722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -13027234.000000 Penalty: 5539.577637
	Iteration 61Q: 3 clusters Score -1.302723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -13027236.000000 Penalty: 5539.577637
	Iteration 62Q: 3 clusters Score -1.302724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -13027211.000000 Penalty: 5539.577637
	Iteration 63Q: 3 clusters Score -1.302721e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 68777 members 
Entering Unmasked Estep 
Score: -13027207.000000 Penalty: 5539.577637
	Iteration 64Q: 3 clusters Score -1.302721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 68788 members 
Entering Unmasked Estep 
Score: -13027201.000000 Penalty: 5539.577637
	Iteration 65Q: 3 clusters Score -1.30272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
Score: -13027186.000000 Penalty: 5539.577637
	Iteration 66Q: 3 clusters Score -1.302719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 68810 members 
Entering Unmasked Estep 
Score: -13027185.000000 Penalty: 5539.577637
	Iteration 67Q: 3 clusters Score -1.302718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -13027166.000000 Penalty: 5539.577637
	Iteration 68Q: 3 clusters Score -1.302717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -13027170.000000 Penalty: 5539.577637
	Iteration 69Q: 3 clusters Score -1.302717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 68828 members 
Entering Unmasked Estep 
Score: -13027157.000000 Penalty: 5539.577637
	Iteration 70Q: 3 clusters Score -1.302716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -13027159.000000 Penalty: 5539.577637
	Iteration 71Q: 3 clusters Score -1.302716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -13027165.000000 Penalty: 5539.577637
	Iteration 72Q: 3 clusters Score -1.302716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 68839 members 
Entering Unmasked Estep 
Score: -13027149.000000 Penalty: 5539.577637
	Iteration 73Q: 3 clusters Score -1.302715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 68841 members 
Entering Unmasked Estep 
Score: -13027148.000000 Penalty: 5539.577637
	Iteration 74Q: 3 clusters Score -1.302715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -13027150.000000 Penalty: 5539.577637
	Iteration 75Q: 3 clusters Score -1.302715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 68845 members 
Entering Unmasked Estep 
Score: -13027145.000000 Penalty: 5539.577637
	Iteration 76Q: 3 clusters Score -1.302714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 68845 members 
Entering Unmasked Estep 
Score: -13027145.000000 Penalty: 5539.577637
	Iteration 77F: 3 clusters Score -1.302714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (61578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61578 members 
Entering Unmasked Estep 
Score: -11348538.000000 Penalty: 2734.958984
	Iteration 0F: 2 clusters Score -1.134854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -11318201.000000 Penalty: 5469.917969
	Iteration 0F: 3 clusters Score -1.13182e+07 nChanged 28643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -11334014.000000 Penalty: 5469.917969
	Iteration 1F: 3 clusters Score -1.133401e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -11334576.000000 Penalty: 5469.917969
	Iteration 2Q: 3 clusters Score -1.133458e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -11335092.000000 Penalty: 5469.917969
	Iteration 3Q: 3 clusters Score -1.133509e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -11335660.000000 Penalty: 5469.917969
	Iteration 4Q: 3 clusters Score -1.133566e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -11336415.000000 Penalty: 5469.917969
	Iteration 5Q: 3 clusters Score -1.133642e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -11337486.000000 Penalty: 5469.917969
	Iteration 6Q: 3 clusters Score -1.133749e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -11338963.000000 Penalty: 5469.917969
	Iteration 7Q: 3 clusters Score -1.133896e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -11340926.000000 Penalty: 5469.917969
	Iteration 8F: 3 clusters Score -1.134093e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -11343198.000000 Penalty: 5469.917969
	Iteration 9F: 3 clusters Score -1.13432e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -11345378.000000 Penalty: 5469.917969
	Iteration 10F: 3 clusters Score -1.134538e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -11347185.000000 Penalty: 5469.917969
	Iteration 11F: 3 clusters Score -1.134718e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -11348387.000000 Penalty: 5469.917969
	Iteration 12Q: 3 clusters Score -1.134839e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -11348982.000000 Penalty: 5469.917969
	Iteration 13Q: 3 clusters Score -1.134898e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -11349209.000000 Penalty: 5469.917969
	Iteration 14Q: 3 clusters Score -1.134921e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -11349331.000000 Penalty: 5469.917969
	Iteration 15Q: 3 clusters Score -1.134933e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -11349369.000000 Penalty: 5469.917969
	Iteration 16Q: 3 clusters Score -1.134937e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -11349419.000000 Penalty: 5469.917969
	Iteration 17Q: 3 clusters Score -1.134942e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -11349515.000000 Penalty: 5469.917969
	Iteration 18Q: 3 clusters Score -1.134952e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -11349522.000000 Penalty: 5469.917969
	Iteration 19Q: 3 clusters Score -1.134952e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -11349558.000000 Penalty: 5469.917969
	Iteration 20F: 3 clusters Score -1.134956e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -11349582.000000 Penalty: 5469.917969
	Iteration 21Q: 3 clusters Score -1.134958e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -11349611.000000 Penalty: 5469.917969
	Iteration 22Q: 3 clusters Score -1.134961e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -11349635.000000 Penalty: 5469.917969
	Iteration 23Q: 3 clusters Score -1.134964e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -11349648.000000 Penalty: 5469.917969
	Iteration 24Q: 3 clusters Score -1.134965e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -11349665.000000 Penalty: 5469.917969
	Iteration 25Q: 3 clusters Score -1.134966e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -11349692.000000 Penalty: 5469.917969
	Iteration 26Q: 3 clusters Score -1.134969e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -11349737.000000 Penalty: 5469.917969
	Iteration 27Q: 3 clusters Score -1.134974e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -11349781.000000 Penalty: 5469.917969
	Iteration 28Q: 3 clusters Score -1.134978e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -11349799.000000 Penalty: 5469.917969
	Iteration 29Q: 3 clusters Score -1.13498e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -11349860.000000 Penalty: 5469.917969
	Iteration 30Q: 3 clusters Score -1.134986e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -11349913.000000 Penalty: 5469.917969
	Iteration 31Q: 3 clusters Score -1.134991e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -11349957.000000 Penalty: 5469.917969
	Iteration 32Q: 3 clusters Score -1.134996e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -11350037.000000 Penalty: 5469.917969
	Iteration 33Q: 3 clusters Score -1.135004e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -11350121.000000 Penalty: 5469.917969
	Iteration 34Q: 3 clusters Score -1.135012e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -11350143.000000 Penalty: 5469.917969
	Iteration 35Q: 3 clusters Score -1.135014e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -11350194.000000 Penalty: 5469.917969
	Iteration 36Q: 3 clusters Score -1.135019e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -11350221.000000 Penalty: 5469.917969
	Iteration 37Q: 3 clusters Score -1.135022e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -11350276.000000 Penalty: 5469.917969
	Iteration 38Q: 3 clusters Score -1.135028e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -11350296.000000 Penalty: 5469.917969
	Iteration 39Q: 3 clusters Score -1.13503e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -11350296.000000 Penalty: 5469.917969
	Iteration 40F: 3 clusters Score -1.13503e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -11350322.000000 Penalty: 5469.917969
	Iteration 41Q: 3 clusters Score -1.135032e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -11350299.000000 Penalty: 5469.917969
	Iteration 42Q: 3 clusters Score -1.13503e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -11350345.000000 Penalty: 5469.917969
	Iteration 43Q: 3 clusters Score -1.135034e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -11350382.000000 Penalty: 5469.917969
	Iteration 44Q: 3 clusters Score -1.135038e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -11350399.000000 Penalty: 5469.917969
	Iteration 45Q: 3 clusters Score -1.13504e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -11350415.000000 Penalty: 5469.917969
	Iteration 46Q: 3 clusters Score -1.135042e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -11350450.000000 Penalty: 5469.917969
	Iteration 47Q: 3 clusters Score -1.135045e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -11350470.000000 Penalty: 5469.917969
	Iteration 48Q: 3 clusters Score -1.135047e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -11350492.000000 Penalty: 5469.917969
	Iteration 49Q: 3 clusters Score -1.135049e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -11350505.000000 Penalty: 5469.917969
	Iteration 50Q: 3 clusters Score -1.13505e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -11350513.000000 Penalty: 5469.917969
	Iteration 51Q: 3 clusters Score -1.135051e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -11350509.000000 Penalty: 5469.917969
	Iteration 52Q: 3 clusters Score -1.135051e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -11350507.000000 Penalty: 5469.917969
	Iteration 53Q: 3 clusters Score -1.135051e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -11350524.000000 Penalty: 5469.917969
	Iteration 54Q: 3 clusters Score -1.135052e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -11350533.000000 Penalty: 5469.917969
	Iteration 55Q: 3 clusters Score -1.135053e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -11350543.000000 Penalty: 5469.917969
	Iteration 56Q: 3 clusters Score -1.135054e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -11350548.000000 Penalty: 5469.917969
	Iteration 57Q: 3 clusters Score -1.135055e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -11350577.000000 Penalty: 5469.917969
	Iteration 58Q: 3 clusters Score -1.135058e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -11350567.000000 Penalty: 5469.917969
	Iteration 59Q: 3 clusters Score -1.135057e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -11350556.000000 Penalty: 5469.917969
	Iteration 60F: 3 clusters Score -1.135056e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -11350546.000000 Penalty: 5469.917969
	Iteration 61Q: 3 clusters Score -1.135055e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -11350552.000000 Penalty: 5469.917969
	Iteration 62Q: 3 clusters Score -1.135055e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -11350545.000000 Penalty: 5469.917969
	Iteration 63Q: 3 clusters Score -1.135054e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -11350558.000000 Penalty: 5469.917969
	Iteration 64Q: 3 clusters Score -1.135056e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -11350554.000000 Penalty: 5469.917969
	Iteration 65Q: 3 clusters Score -1.135055e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -11350565.000000 Penalty: 5469.917969
	Iteration 66Q: 3 clusters Score -1.135056e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -11350563.000000 Penalty: 5469.917969
	Iteration 67Q: 3 clusters Score -1.135056e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -11350559.000000 Penalty: 5469.917969
	Iteration 68Q: 3 clusters Score -1.135056e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -11350548.000000 Penalty: 5469.917969
	Iteration 69Q: 3 clusters Score -1.135055e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -11350563.000000 Penalty: 5469.917969
	Iteration 70Q: 3 clusters Score -1.135056e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -11350580.000000 Penalty: 5469.917969
	Iteration 71Q: 3 clusters Score -1.135058e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -11350571.000000 Penalty: 5469.917969
	Iteration 72Q: 3 clusters Score -1.135057e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -11350590.000000 Penalty: 5469.917969
	Iteration 73Q: 3 clusters Score -1.135059e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -11350564.000000 Penalty: 5469.917969
	Iteration 74Q: 3 clusters Score -1.135056e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -11350566.000000 Penalty: 5469.917969
	Iteration 75Q: 3 clusters Score -1.135057e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -11350578.000000 Penalty: 5469.917969
	Iteration 76Q: 3 clusters Score -1.135058e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -11350596.000000 Penalty: 5469.917969
	Iteration 77Q: 3 clusters Score -1.13506e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -11350598.000000 Penalty: 5469.917969
	Iteration 78Q: 3 clusters Score -1.13506e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -11350579.000000 Penalty: 5469.917969
	Iteration 79Q: 3 clusters Score -1.135058e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -11350603.000000 Penalty: 5469.917969
	Iteration 80F: 3 clusters Score -1.13506e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -11350610.000000 Penalty: 5469.917969
	Iteration 81Q: 3 clusters Score -1.135061e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -11350617.000000 Penalty: 5469.917969
	Iteration 82Q: 3 clusters Score -1.135062e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -11350627.000000 Penalty: 5469.917969
	Iteration 83Q: 3 clusters Score -1.135063e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -11350637.000000 Penalty: 5469.917969
	Iteration 84Q: 3 clusters Score -1.135064e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -11350634.000000 Penalty: 5469.917969
	Iteration 85Q: 3 clusters Score -1.135063e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -11350651.000000 Penalty: 5469.917969
	Iteration 86Q: 3 clusters Score -1.135065e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -11350660.000000 Penalty: 5469.917969
	Iteration 87Q: 3 clusters Score -1.135066e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -11350676.000000 Penalty: 5469.917969
	Iteration 88Q: 3 clusters Score -1.135068e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -11350681.000000 Penalty: 5469.917969
	Iteration 89Q: 3 clusters Score -1.135068e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -11350683.000000 Penalty: 5469.917969
	Iteration 90Q: 3 clusters Score -1.135068e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -11350674.000000 Penalty: 5469.917969
	Iteration 91Q: 3 clusters Score -1.135067e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -11350673.000000 Penalty: 5469.917969
	Iteration 92Q: 3 clusters Score -1.135067e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -11350668.000000 Penalty: 5469.917969
	Iteration 93Q: 3 clusters Score -1.135067e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -11350682.000000 Penalty: 5469.917969
	Iteration 94Q: 3 clusters Score -1.135068e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -11350687.000000 Penalty: 5469.917969
	Iteration 95Q: 3 clusters Score -1.135069e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -11350708.000000 Penalty: 5469.917969
	Iteration 96Q: 3 clusters Score -1.135071e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -11350689.000000 Penalty: 5469.917969
	Iteration 97Q: 3 clusters Score -1.135069e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -11350684.000000 Penalty: 5469.917969
	Iteration 98Q: 3 clusters Score -1.135068e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -11350698.000000 Penalty: 5469.917969
	Iteration 99Q: 3 clusters Score -1.13507e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -11350700.000000 Penalty: 5469.917969
	Iteration 100F: 3 clusters Score -1.13507e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -11350687.000000 Penalty: 5469.917969
	Iteration 101Q: 3 clusters Score -1.135069e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -11350693.000000 Penalty: 5469.917969
	Iteration 102Q: 3 clusters Score -1.135069e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -11350706.000000 Penalty: 5469.917969
	Iteration 103Q: 3 clusters Score -1.135071e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -11350706.000000 Penalty: 5469.917969
	Iteration 104Q: 3 clusters Score -1.135071e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -11350697.000000 Penalty: 5469.917969
	Iteration 105Q: 3 clusters Score -1.13507e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -11350703.000000 Penalty: 5469.917969
	Iteration 106Q: 3 clusters Score -1.13507e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -11350718.000000 Penalty: 5469.917969
	Iteration 107Q: 3 clusters Score -1.135072e+07 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -11350729.000000 Penalty: 5469.917969
	Iteration 108Q: 3 clusters Score -1.135073e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -11350744.000000 Penalty: 5469.917969
	Iteration 109Q: 3 clusters Score -1.135074e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -11350734.000000 Penalty: 5469.917969
	Iteration 110Q: 3 clusters Score -1.135073e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -11350773.000000 Penalty: 5469.917969
	Iteration 111Q: 3 clusters Score -1.135077e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -11350794.000000 Penalty: 5469.917969
	Iteration 112Q: 3 clusters Score -1.135079e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -11350781.000000 Penalty: 5469.917969
	Iteration 113Q: 3 clusters Score -1.135078e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -11350807.000000 Penalty: 5469.917969
	Iteration 114Q: 3 clusters Score -1.135081e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -11350808.000000 Penalty: 5469.917969
	Iteration 115Q: 3 clusters Score -1.135081e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -11350819.000000 Penalty: 5469.917969
	Iteration 116Q: 3 clusters Score -1.135082e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -11350822.000000 Penalty: 5469.917969
	Iteration 117Q: 3 clusters Score -1.135082e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -11350816.000000 Penalty: 5469.917969
	Iteration 118Q: 3 clusters Score -1.135082e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -11350822.000000 Penalty: 5469.917969
	Iteration 119Q: 3 clusters Score -1.135082e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -11350848.000000 Penalty: 5469.917969
	Iteration 120F: 3 clusters Score -1.135085e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -11350847.000000 Penalty: 5469.917969
	Iteration 121Q: 3 clusters Score -1.135085e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -11350858.000000 Penalty: 5469.917969
	Iteration 122Q: 3 clusters Score -1.135086e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -11350877.000000 Penalty: 5469.917969
	Iteration 123Q: 3 clusters Score -1.135088e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -11350892.000000 Penalty: 5469.917969
	Iteration 124Q: 3 clusters Score -1.135089e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -11350897.000000 Penalty: 5469.917969
	Iteration 125Q: 3 clusters Score -1.13509e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -11350901.000000 Penalty: 5469.917969
	Iteration 126Q: 3 clusters Score -1.13509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -11350894.000000 Penalty: 5469.917969
	Iteration 127Q: 3 clusters Score -1.135089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -11350900.000000 Penalty: 5469.917969
	Iteration 128Q: 3 clusters Score -1.13509e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -11350887.000000 Penalty: 5469.917969
	Iteration 129Q: 3 clusters Score -1.135089e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -11350889.000000 Penalty: 5469.917969
	Iteration 130Q: 3 clusters Score -1.135089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -11350899.000000 Penalty: 5469.917969
	Iteration 131Q: 3 clusters Score -1.13509e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -11350896.000000 Penalty: 5469.917969
	Iteration 132Q: 3 clusters Score -1.13509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -11350884.000000 Penalty: 5469.917969
	Iteration 133Q: 3 clusters Score -1.135088e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -11350890.000000 Penalty: 5469.917969
	Iteration 134Q: 3 clusters Score -1.135089e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -11350899.000000 Penalty: 5469.917969
	Iteration 135Q: 3 clusters Score -1.13509e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -11350893.000000 Penalty: 5469.917969
	Iteration 136Q: 3 clusters Score -1.135089e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -11350876.000000 Penalty: 5469.917969
	Iteration 137Q: 3 clusters Score -1.135088e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -11350885.000000 Penalty: 5469.917969
	Iteration 138Q: 3 clusters Score -1.135088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -11350888.000000 Penalty: 5469.917969
	Iteration 139Q: 3 clusters Score -1.135089e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -11350891.000000 Penalty: 5469.917969
	Iteration 140F: 3 clusters Score -1.135089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -11350898.000000 Penalty: 5469.917969
	Iteration 141Q: 3 clusters Score -1.13509e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -11350889.000000 Penalty: 5469.917969
	Iteration 142Q: 3 clusters Score -1.135089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -11350865.000000 Penalty: 5469.917969
	Iteration 143Q: 3 clusters Score -1.135086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -11350863.000000 Penalty: 5469.917969
	Iteration 144Q: 3 clusters Score -1.135086e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -11350880.000000 Penalty: 5469.917969
	Iteration 145Q: 3 clusters Score -1.135088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -11350880.000000 Penalty: 5469.917969
	Iteration 146Q: 3 clusters Score -1.135088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -11350886.000000 Penalty: 5469.917969
	Iteration 147Q: 3 clusters Score -1.135089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -11350870.000000 Penalty: 5469.917969
	Iteration 148Q: 3 clusters Score -1.135087e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -11350871.000000 Penalty: 5469.917969
	Iteration 149Q: 3 clusters Score -1.135087e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -11350858.000000 Penalty: 5469.917969
	Iteration 150Q: 3 clusters Score -1.135086e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -11350870.000000 Penalty: 5469.917969
	Iteration 151Q: 3 clusters Score -1.135087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -11350867.000000 Penalty: 5469.917969
	Iteration 152Q: 3 clusters Score -1.135087e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -11350861.000000 Penalty: 5469.917969
	Iteration 153Q: 3 clusters Score -1.135086e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -11350855.000000 Penalty: 5469.917969
	Iteration 154Q: 3 clusters Score -1.135086e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -11350847.000000 Penalty: 5469.917969
	Iteration 155Q: 3 clusters Score -1.135085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -11350831.000000 Penalty: 5469.917969
	Iteration 156Q: 3 clusters Score -1.135083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -11350837.000000 Penalty: 5469.917969
	Iteration 157Q: 3 clusters Score -1.135084e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -11350847.000000 Penalty: 5469.917969
	Iteration 158Q: 3 clusters Score -1.135085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -11350840.000000 Penalty: 5469.917969
	Iteration 159Q: 3 clusters Score -1.135084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -11350838.000000 Penalty: 5469.917969
	Iteration 160F: 3 clusters Score -1.135084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -11350836.000000 Penalty: 5469.917969
	Iteration 161Q: 3 clusters Score -1.135084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -11350843.000000 Penalty: 5469.917969
	Iteration 162Q: 3 clusters Score -1.135084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -11350841.000000 Penalty: 5469.917969
	Iteration 163Q: 3 clusters Score -1.135084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -11350849.000000 Penalty: 5469.917969
	Iteration 164Q: 3 clusters Score -1.135085e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -11350847.000000 Penalty: 5469.917969
	Iteration 165Q: 3 clusters Score -1.135085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -11350862.000000 Penalty: 5469.917969
	Iteration 166Q: 3 clusters Score -1.135086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -11350859.000000 Penalty: 5469.917969
	Iteration 167Q: 3 clusters Score -1.135086e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -11350865.000000 Penalty: 5469.917969
	Iteration 168Q: 3 clusters Score -1.135086e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -11350868.000000 Penalty: 5469.917969
	Iteration 169Q: 3 clusters Score -1.135087e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -11350865.000000 Penalty: 5469.917969
	Iteration 170Q: 3 clusters Score -1.135086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -11350869.000000 Penalty: 5469.917969
	Iteration 171Q: 3 clusters Score -1.135087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -11350868.000000 Penalty: 5469.917969
	Iteration 172Q: 3 clusters Score -1.135087e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -11350884.000000 Penalty: 5469.917969
	Iteration 173Q: 3 clusters Score -1.135088e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -11350874.000000 Penalty: 5469.917969
	Iteration 174Q: 3 clusters Score -1.135087e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -11350862.000000 Penalty: 5469.917969
	Iteration 175Q: 3 clusters Score -1.135086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -11350866.000000 Penalty: 5469.917969
	Iteration 176Q: 3 clusters Score -1.135087e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -11350875.000000 Penalty: 5469.917969
	Iteration 177Q: 3 clusters Score -1.135088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -11350873.000000 Penalty: 5469.917969
	Iteration 178Q: 3 clusters Score -1.135087e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -11350864.000000 Penalty: 5469.917969
	Iteration 179Q: 3 clusters Score -1.135086e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -11350858.000000 Penalty: 5469.917969
	Iteration 180F: 3 clusters Score -1.135086e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -11350857.000000 Penalty: 5469.917969
	Iteration 181Q: 3 clusters Score -1.135086e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -11350859.000000 Penalty: 5469.917969
	Iteration 182Q: 3 clusters Score -1.135086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -11350850.000000 Penalty: 5469.917969
	Iteration 183Q: 3 clusters Score -1.135085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -11350852.000000 Penalty: 5469.917969
	Iteration 184Q: 3 clusters Score -1.135085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -11350851.000000 Penalty: 5469.917969
	Iteration 185Q: 3 clusters Score -1.135085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -11350858.000000 Penalty: 5469.917969
	Iteration 186Q: 3 clusters Score -1.135086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -11350852.000000 Penalty: 5469.917969
	Iteration 187Q: 3 clusters Score -1.135085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -11350852.000000 Penalty: 5469.917969
	Iteration 188Q: 3 clusters Score -1.135085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -11350855.000000 Penalty: 5469.917969
	Iteration 189Q: 3 clusters Score -1.135086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -11350849.000000 Penalty: 5469.917969
	Iteration 190Q: 3 clusters Score -1.135085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -11350853.000000 Penalty: 5469.917969
	Iteration 191Q: 3 clusters Score -1.135085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -11350850.000000 Penalty: 5469.917969
	Iteration 192Q: 3 clusters Score -1.135085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -11350849.000000 Penalty: 5469.917969
	Iteration 193Q: 3 clusters Score -1.135085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -11350849.000000 Penalty: 5469.917969
	Iteration 194F: 3 clusters Score -1.135085e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 55047 members 
Mstep: Class 3 contains 42970 members 
Mstep: Class 4 contains 70863 members 
Mstep: Class 5 contains 34063 members 
Mstep: Class 6 contains 19616 members 
Mstep: Class 7 contains 41962 members 
Mstep: Class 8 contains 63211 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 55657 members 
Mstep: Class 11 contains 75941 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 64707 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 95060 members 
Entering Unmasked Estep 
Score: -126759136.000000 Penalty: 56734.675781
Splitting cluster 7 changes total score from -126735152.000000 to -126759136.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 8 (63211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Entering Unmasked Estep 
Score: -11643676.000000 Penalty: 2741.449951
	Iteration 0F: 2 clusters Score -1.164368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -11612923.000000 Penalty: 5482.899902
	Iteration 0F: 3 clusters Score -1.161292e+07 nChanged 29557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -11629263.000000 Penalty: 5482.899902
	Iteration 1F: 3 clusters Score -1.162926e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -11629815.000000 Penalty: 5482.899902
	Iteration 2Q: 3 clusters Score -1.162982e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -11630364.000000 Penalty: 5482.899902
	Iteration 3Q: 3 clusters Score -1.163036e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -11630855.000000 Penalty: 5482.899902
	Iteration 4Q: 3 clusters Score -1.163086e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -11631405.000000 Penalty: 5482.899902
	Iteration 5Q: 3 clusters Score -1.16314e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -11632240.000000 Penalty: 5482.899902
	Iteration 6Q: 3 clusters Score -1.163224e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -11633585.000000 Penalty: 5482.899902
	Iteration 7Q: 3 clusters Score -1.163358e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -11635599.000000 Penalty: 5482.899902
	Iteration 8F: 3 clusters Score -1.16356e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -11637888.000000 Penalty: 5482.899902
	Iteration 9F: 3 clusters Score -1.163789e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 52232 members 
Entering Unmasked Estep 
Score: -11639190.000000 Penalty: 5482.899902
	Iteration 10F: 3 clusters Score -1.163919e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -11640046.000000 Penalty: 5482.899902
	Iteration 11F: 3 clusters Score -1.164005e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -11640619.000000 Penalty: 5482.899902
	Iteration 12F: 3 clusters Score -1.164062e+07 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -11640903.000000 Penalty: 5482.899902
	Iteration 13Q: 3 clusters Score -1.16409e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 62505 members 
Entering Unmasked Estep 
Score: -11641114.000000 Penalty: 5482.899902
	Iteration 14Q: 3 clusters Score -1.164111e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -11641223.000000 Penalty: 5482.899902
	Iteration 15Q: 3 clusters Score -1.164122e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 62789 members 
Entering Unmasked Estep 
Score: -11641289.000000 Penalty: 5482.899902
	Iteration 16Q: 3 clusters Score -1.164129e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -11641319.000000 Penalty: 5482.899902
	Iteration 17Q: 3 clusters Score -1.164132e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 62876 members 
Entering Unmasked Estep 
Score: -11641341.000000 Penalty: 5482.899902
	Iteration 18Q: 3 clusters Score -1.164134e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -11641393.000000 Penalty: 5482.899902
	Iteration 19Q: 3 clusters Score -1.164139e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -11641420.000000 Penalty: 5482.899902
	Iteration 20F: 3 clusters Score -1.164142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -11641395.000000 Penalty: 5482.899902
	Iteration 21Q: 3 clusters Score -1.16414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 62904 members 
Entering Unmasked Estep 
Score: -11641409.000000 Penalty: 5482.899902
	Iteration 22Q: 3 clusters Score -1.164141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -11641417.000000 Penalty: 5482.899902
	Iteration 23Q: 3 clusters Score -1.164142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -11641421.000000 Penalty: 5482.899902
	Iteration 24Q: 3 clusters Score -1.164142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 62905 members 
Entering Unmasked Estep 
Score: -11641427.000000 Penalty: 5482.899902
	Iteration 25Q: 3 clusters Score -1.164143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -11641414.000000 Penalty: 5482.899902
	Iteration 26Q: 3 clusters Score -1.164141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 62907 members 
Entering Unmasked Estep 
Score: -11641414.000000 Penalty: 5482.899902
	Iteration 27F: 3 clusters Score -1.164141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -73215.804688 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -73215.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -71765.812500 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -71765.81 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71882.656250 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -71882.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71926.437500 Penalty: 2986.427490
	Iteration 2Q: 3 clusters Score -71926.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -71928.179688 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -71928.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71932.500000 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -71932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71932.500000 Penalty: 2986.427490
	Iteration 5F: 3 clusters Score -71932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Entering Unmasked Estep 
Score: -10229362.000000 Penalty: 2709.886719
	Iteration 0F: 2 clusters Score -1.022936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -10198762.000000 Penalty: 5419.773438
	Iteration 0F: 3 clusters Score -1.019876e+07 nChanged 25944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -10213629.000000 Penalty: 5419.773438
	Iteration 1F: 3 clusters Score -1.021363e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -10214317.000000 Penalty: 5419.773438
	Iteration 2Q: 3 clusters Score -1.021432e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -10215122.000000 Penalty: 5419.773438
	Iteration 3Q: 3 clusters Score -1.021512e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -10216348.000000 Penalty: 5419.773438
	Iteration 4Q: 3 clusters Score -1.021635e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -10218411.000000 Penalty: 5419.773438
	Iteration 5F: 3 clusters Score -1.021841e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -10221398.000000 Penalty: 5419.773438
	Iteration 6F: 3 clusters Score -1.02214e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -10225100.000000 Penalty: 5419.773438
	Iteration 7F: 3 clusters Score -1.02251e+07 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -10228896.000000 Penalty: 5419.773438
	Iteration 8F: 3 clusters Score -1.02289e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -10231071.000000 Penalty: 5419.773438
	Iteration 9F: 3 clusters Score -1.023107e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -10231801.000000 Penalty: 5419.773438
	Iteration 10Q: 3 clusters Score -1.02318e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -10231921.000000 Penalty: 5419.773438
	Iteration 11Q: 3 clusters Score -1.023192e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 46957 members 
Entering Unmasked Estep 
Score: -10231618.000000 Penalty: 5419.773438
	Iteration 12Q: 3 clusters Score -1.023162e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 48599 members 
Entering Unmasked Estep 
Score: -10230780.000000 Penalty: 5419.773438
	Iteration 13Q: 3 clusters Score -1.023078e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -10230162.000000 Penalty: 5419.773438
	Iteration 14Q: 3 clusters Score -1.023016e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -10229556.000000 Penalty: 5419.773438
	Iteration 15Q: 3 clusters Score -1.022956e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -10228865.000000 Penalty: 5419.773438
	Iteration 16Q: 3 clusters Score -1.022886e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 53378 members 
Entering Unmasked Estep 
Score: -10228419.000000 Penalty: 5419.773438
	Iteration 17Q: 3 clusters Score -1.022842e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 53825 members 
Entering Unmasked Estep 
Score: -10228105.000000 Penalty: 5419.773438
	Iteration 18Q: 3 clusters Score -1.02281e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -10227921.000000 Penalty: 5419.773438
	Iteration 19Q: 3 clusters Score -1.022792e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -10228024.000000 Penalty: 5419.773438
	Iteration 20F: 3 clusters Score -1.022802e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -10227735.000000 Penalty: 5419.773438
	Iteration 21Q: 3 clusters Score -1.022774e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -10227642.000000 Penalty: 5419.773438
	Iteration 22Q: 3 clusters Score -1.022764e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -10227602.000000 Penalty: 5419.773438
	Iteration 23Q: 3 clusters Score -1.02276e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -10227568.000000 Penalty: 5419.773438
	Iteration 24Q: 3 clusters Score -1.022757e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -10227547.000000 Penalty: 5419.773438
	Iteration 25Q: 3 clusters Score -1.022755e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -10227515.000000 Penalty: 5419.773438
	Iteration 26Q: 3 clusters Score -1.022752e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -10227489.000000 Penalty: 5419.773438
	Iteration 27Q: 3 clusters Score -1.022749e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 55116 members 
Entering Unmasked Estep 
Score: -10227483.000000 Penalty: 5419.773438
	Iteration 28Q: 3 clusters Score -1.022748e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -10227491.000000 Penalty: 5419.773438
	Iteration 29Q: 3 clusters Score -1.022749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -10227482.000000 Penalty: 5419.773438
	Iteration 30Q: 3 clusters Score -1.022748e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -10227478.000000 Penalty: 5419.773438
	Iteration 31Q: 3 clusters Score -1.022748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -10227469.000000 Penalty: 5419.773438
	Iteration 32Q: 3 clusters Score -1.022747e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 55162 members 
Entering Unmasked Estep 
Score: -10227467.000000 Penalty: 5419.773438
	Iteration 33Q: 3 clusters Score -1.022747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -10227478.000000 Penalty: 5419.773438
	Iteration 34Q: 3 clusters Score -1.022748e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -10227473.000000 Penalty: 5419.773438
	Iteration 35Q: 3 clusters Score -1.022747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -10227465.000000 Penalty: 5419.773438
	Iteration 36Q: 3 clusters Score -1.022746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 55173 members 
Entering Unmasked Estep 
Score: -10227463.000000 Penalty: 5419.773438
	Iteration 37Q: 3 clusters Score -1.022746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -10227469.000000 Penalty: 5419.773438
	Iteration 38Q: 3 clusters Score -1.022747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 55183 members 
Entering Unmasked Estep 
Score: -10227484.000000 Penalty: 5419.773438
	Iteration 39Q: 3 clusters Score -1.022748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 55189 members 
Entering Unmasked Estep 
Score: -10227476.000000 Penalty: 5419.773438
	Iteration 40F: 3 clusters Score -1.022748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -10227480.000000 Penalty: 5419.773438
	Iteration 41Q: 3 clusters Score -1.022748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -10227479.000000 Penalty: 5419.773438
	Iteration 42Q: 3 clusters Score -1.022748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 55206 members 
Entering Unmasked Estep 
Score: -10227472.000000 Penalty: 5419.773438
	Iteration 43Q: 3 clusters Score -1.022747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -10227450.000000 Penalty: 5419.773438
	Iteration 44Q: 3 clusters Score -1.022745e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -10227452.000000 Penalty: 5419.773438
	Iteration 45Q: 3 clusters Score -1.022745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 55222 members 
Entering Unmasked Estep 
Score: -10227454.000000 Penalty: 5419.773438
	Iteration 46Q: 3 clusters Score -1.022745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -10227439.000000 Penalty: 5419.773438
	Iteration 47Q: 3 clusters Score -1.022744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -10227432.000000 Penalty: 5419.773438
	Iteration 48Q: 3 clusters Score -1.022743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -10227423.000000 Penalty: 5419.773438
	Iteration 49Q: 3 clusters Score -1.022742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -10227424.000000 Penalty: 5419.773438
	Iteration 50Q: 3 clusters Score -1.022742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -10227431.000000 Penalty: 5419.773438
	Iteration 51Q: 3 clusters Score -1.022743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -10227432.000000 Penalty: 5419.773438
	Iteration 52Q: 3 clusters Score -1.022743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -10227432.000000 Penalty: 5419.773438
	Iteration 53F: 3 clusters Score -1.022743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (75941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75941 members 
Entering Unmasked Estep 
Score: -14011506.000000 Penalty: 2786.952637
	Iteration 0F: 2 clusters Score -1.401151e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -13985627.000000 Penalty: 5573.905273
	Iteration 0F: 3 clusters Score -1.398563e+07 nChanged 35923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -14005971.000000 Penalty: 5573.905273
	Iteration 1F: 3 clusters Score -1.400597e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -14006589.000000 Penalty: 5573.905273
	Iteration 2Q: 3 clusters Score -1.400659e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -14007105.000000 Penalty: 5573.905273
	Iteration 3Q: 3 clusters Score -1.40071e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -14007790.000000 Penalty: 5573.905273
	Iteration 4Q: 3 clusters Score -1.400779e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -14008549.000000 Penalty: 5573.905273
	Iteration 5Q: 3 clusters Score -1.400855e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -14009484.000000 Penalty: 5573.905273
	Iteration 6Q: 3 clusters Score -1.400948e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -14010546.000000 Penalty: 5573.905273
	Iteration 7Q: 3 clusters Score -1.401055e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -14012505.000000 Penalty: 5573.905273
	Iteration 8F: 3 clusters Score -1.40125e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -14015631.000000 Penalty: 5573.905273
	Iteration 9F: 3 clusters Score -1.401563e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -14018867.000000 Penalty: 5573.905273
	Iteration 10F: 3 clusters Score -1.401887e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -14020417.000000 Penalty: 5573.905273
	Iteration 11F: 3 clusters Score -1.402042e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -14021114.000000 Penalty: 5573.905273
	Iteration 12Q: 3 clusters Score -1.402111e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -14021497.000000 Penalty: 5573.905273
	Iteration 13Q: 3 clusters Score -1.40215e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -14021666.000000 Penalty: 5573.905273
	Iteration 14Q: 3 clusters Score -1.402167e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -14021778.000000 Penalty: 5573.905273
	Iteration 15Q: 3 clusters Score -1.402178e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -14021904.000000 Penalty: 5573.905273
	Iteration 16Q: 3 clusters Score -1.40219e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -14022053.000000 Penalty: 5573.905273
	Iteration 17Q: 3 clusters Score -1.402205e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -14022148.000000 Penalty: 5573.905273
	Iteration 18Q: 3 clusters Score -1.402215e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -14022291.000000 Penalty: 5573.905273
	Iteration 19Q: 3 clusters Score -1.402229e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -14022414.000000 Penalty: 5573.905273
	Iteration 20F: 3 clusters Score -1.402241e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -14022616.000000 Penalty: 5573.905273
	Iteration 21Q: 3 clusters Score -1.402262e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -14022837.000000 Penalty: 5573.905273
	Iteration 22Q: 3 clusters Score -1.402284e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -14022889.000000 Penalty: 5573.905273
	Iteration 23Q: 3 clusters Score -1.402289e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -14023056.000000 Penalty: 5573.905273
	Iteration 24Q: 3 clusters Score -1.402306e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -14023280.000000 Penalty: 5573.905273
	Iteration 25Q: 3 clusters Score -1.402328e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -14023445.000000 Penalty: 5573.905273
	Iteration 26Q: 3 clusters Score -1.402344e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -14023507.000000 Penalty: 5573.905273
	Iteration 27Q: 3 clusters Score -1.402351e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -14023649.000000 Penalty: 5573.905273
	Iteration 28Q: 3 clusters Score -1.402365e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -14023771.000000 Penalty: 5573.905273
	Iteration 29Q: 3 clusters Score -1.402377e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -14023842.000000 Penalty: 5573.905273
	Iteration 30Q: 3 clusters Score -1.402384e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -14023978.000000 Penalty: 5573.905273
	Iteration 31Q: 3 clusters Score -1.402398e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -14024127.000000 Penalty: 5573.905273
	Iteration 32Q: 3 clusters Score -1.402413e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -14024288.000000 Penalty: 5573.905273
	Iteration 33Q: 3 clusters Score -1.402429e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -14024542.000000 Penalty: 5573.905273
	Iteration 34Q: 3 clusters Score -1.402454e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 36537 members 
Entering Unmasked Estep 
Score: -14024745.000000 Penalty: 5573.905273
	Iteration 35Q: 3 clusters Score -1.402474e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -14024970.000000 Penalty: 5573.905273
	Iteration 36Q: 3 clusters Score -1.402497e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -14025178.000000 Penalty: 5573.905273
	Iteration 37Q: 3 clusters Score -1.402518e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -14025358.000000 Penalty: 5573.905273
	Iteration 38Q: 3 clusters Score -1.402536e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -14025564.000000 Penalty: 5573.905273
	Iteration 39Q: 3 clusters Score -1.402556e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -14025709.000000 Penalty: 5573.905273
	Iteration 40F: 3 clusters Score -1.402571e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -14025854.000000 Penalty: 5573.905273
	Iteration 41Q: 3 clusters Score -1.402585e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -14026025.000000 Penalty: 5573.905273
	Iteration 42Q: 3 clusters Score -1.402602e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -14026316.000000 Penalty: 5573.905273
	Iteration 43Q: 3 clusters Score -1.402632e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -14026580.000000 Penalty: 5573.905273
	Iteration 44Q: 3 clusters Score -1.402658e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -14026780.000000 Penalty: 5573.905273
	Iteration 45Q: 3 clusters Score -1.402678e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -14027033.000000 Penalty: 5573.905273
	Iteration 46Q: 3 clusters Score -1.402703e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -14027264.000000 Penalty: 5573.905273
	Iteration 47Q: 3 clusters Score -1.402726e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -14027429.000000 Penalty: 5573.905273
	Iteration 48Q: 3 clusters Score -1.402743e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -14027542.000000 Penalty: 5573.905273
	Iteration 49Q: 3 clusters Score -1.402754e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -14027714.000000 Penalty: 5573.905273
	Iteration 50Q: 3 clusters Score -1.402771e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -14027752.000000 Penalty: 5573.905273
	Iteration 51Q: 3 clusters Score -1.402775e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -14027816.000000 Penalty: 5573.905273
	Iteration 52Q: 3 clusters Score -1.402782e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -14027847.000000 Penalty: 5573.905273
	Iteration 53Q: 3 clusters Score -1.402785e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -14028022.000000 Penalty: 5573.905273
	Iteration 54Q: 3 clusters Score -1.402802e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -14028023.000000 Penalty: 5573.905273
	Iteration 55Q: 3 clusters Score -1.402802e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -14028004.000000 Penalty: 5573.905273
	Iteration 56Q: 3 clusters Score -1.4028e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -14028087.000000 Penalty: 5573.905273
	Iteration 57Q: 3 clusters Score -1.402809e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -14028093.000000 Penalty: 5573.905273
	Iteration 58Q: 3 clusters Score -1.402809e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -14028019.000000 Penalty: 5573.905273
	Iteration 59Q: 3 clusters Score -1.402802e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -14028018.000000 Penalty: 5573.905273
	Iteration 60F: 3 clusters Score -1.402802e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -14027867.000000 Penalty: 5573.905273
	Iteration 61Q: 3 clusters Score -1.402787e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -14027725.000000 Penalty: 5573.905273
	Iteration 62Q: 3 clusters Score -1.402772e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -14027334.000000 Penalty: 5573.905273
	Iteration 63Q: 3 clusters Score -1.402733e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -14026894.000000 Penalty: 5573.905273
	Iteration 64Q: 3 clusters Score -1.402689e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 50967 members 
Entering Unmasked Estep 
Score: -14026425.000000 Penalty: 5573.905273
	Iteration 65Q: 3 clusters Score -1.402642e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -14026099.000000 Penalty: 5573.905273
	Iteration 66Q: 3 clusters Score -1.40261e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -14025758.000000 Penalty: 5573.905273
	Iteration 67Q: 3 clusters Score -1.402576e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -14025321.000000 Penalty: 5573.905273
	Iteration 68Q: 3 clusters Score -1.402532e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 54694 members 
Entering Unmasked Estep 
Score: -14024924.000000 Penalty: 5573.905273
	Iteration 69Q: 3 clusters Score -1.402492e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -14024550.000000 Penalty: 5573.905273
	Iteration 70Q: 3 clusters Score -1.402455e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -14024100.000000 Penalty: 5573.905273
	Iteration 71Q: 3 clusters Score -1.40241e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -14023638.000000 Penalty: 5573.905273
	Iteration 72Q: 3 clusters Score -1.402364e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 57784 members 
Entering Unmasked Estep 
Score: -14023086.000000 Penalty: 5573.905273
	Iteration 73Q: 3 clusters Score -1.402309e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -14022661.000000 Penalty: 5573.905273
	Iteration 74Q: 3 clusters Score -1.402266e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -14022288.000000 Penalty: 5573.905273
	Iteration 75Q: 3 clusters Score -1.402229e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -14022029.000000 Penalty: 5573.905273
	Iteration 76Q: 3 clusters Score -1.402203e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -14021780.000000 Penalty: 5573.905273
	Iteration 77Q: 3 clusters Score -1.402178e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 59771 members 
Entering Unmasked Estep 
Score: -14021612.000000 Penalty: 5573.905273
	Iteration 78Q: 3 clusters Score -1.402161e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 59967 members 
Entering Unmasked Estep 
Score: -14021376.000000 Penalty: 5573.905273
	Iteration 79Q: 3 clusters Score -1.402138e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -14021382.000000 Penalty: 5573.905273
	Iteration 80F: 3 clusters Score -1.402138e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 60412 members 
Entering Unmasked Estep 
Score: -14021135.000000 Penalty: 5573.905273
	Iteration 81Q: 3 clusters Score -1.402114e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 60651 members 
Entering Unmasked Estep 
Score: -14020918.000000 Penalty: 5573.905273
	Iteration 82Q: 3 clusters Score -1.402092e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -14020665.000000 Penalty: 5573.905273
	Iteration 83Q: 3 clusters Score -1.402066e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -14020453.000000 Penalty: 5573.905273
	Iteration 84Q: 3 clusters Score -1.402045e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 61093 members 
Entering Unmasked Estep 
Score: -14020316.000000 Penalty: 5573.905273
	Iteration 85Q: 3 clusters Score -1.402032e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -14020193.000000 Penalty: 5573.905273
	Iteration 86Q: 3 clusters Score -1.402019e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -14020064.000000 Penalty: 5573.905273
	Iteration 87Q: 3 clusters Score -1.402006e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -14019998.000000 Penalty: 5573.905273
	Iteration 88Q: 3 clusters Score -1.402e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -14019954.000000 Penalty: 5573.905273
	Iteration 89Q: 3 clusters Score -1.401995e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -14019891.000000 Penalty: 5573.905273
	Iteration 90Q: 3 clusters Score -1.401989e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 61370 members 
Entering Unmasked Estep 
Score: -14019854.000000 Penalty: 5573.905273
	Iteration 91Q: 3 clusters Score -1.401985e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -14019810.000000 Penalty: 5573.905273
	Iteration 92Q: 3 clusters Score -1.401981e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -14019778.000000 Penalty: 5573.905273
	Iteration 93Q: 3 clusters Score -1.401978e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -14019744.000000 Penalty: 5573.905273
	Iteration 94Q: 3 clusters Score -1.401974e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -14019745.000000 Penalty: 5573.905273
	Iteration 95Q: 3 clusters Score -1.401974e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -14019677.000000 Penalty: 5573.905273
	Iteration 96Q: 3 clusters Score -1.401968e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -14019707.000000 Penalty: 5573.905273
	Iteration 97Q: 3 clusters Score -1.401971e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 61426 members 
Entering Unmasked Estep 
Score: -14019680.000000 Penalty: 5573.905273
	Iteration 98Q: 3 clusters Score -1.401968e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -14019654.000000 Penalty: 5573.905273
	Iteration 99Q: 3 clusters Score -1.401965e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -14019650.000000 Penalty: 5573.905273
	Iteration 100F: 3 clusters Score -1.401965e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 61404 members 
Entering Unmasked Estep 
Score: -14019657.000000 Penalty: 5573.905273
	Iteration 101Q: 3 clusters Score -1.401966e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -14019648.000000 Penalty: 5573.905273
	Iteration 102Q: 3 clusters Score -1.401965e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 61369 members 
Entering Unmasked Estep 
Score: -14019653.000000 Penalty: 5573.905273
	Iteration 103Q: 3 clusters Score -1.401965e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -14019665.000000 Penalty: 5573.905273
	Iteration 104Q: 3 clusters Score -1.401966e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -14019665.000000 Penalty: 5573.905273
	Iteration 105Q: 3 clusters Score -1.401966e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 61327 members 
Entering Unmasked Estep 
Score: -14019647.000000 Penalty: 5573.905273
	Iteration 106Q: 3 clusters Score -1.401965e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 61313 members 
Entering Unmasked Estep 
Score: -14019643.000000 Penalty: 5573.905273
	Iteration 107Q: 3 clusters Score -1.401964e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -14019636.000000 Penalty: 5573.905273
	Iteration 108Q: 3 clusters Score -1.401964e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -14019640.000000 Penalty: 5573.905273
	Iteration 109Q: 3 clusters Score -1.401964e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -14019642.000000 Penalty: 5573.905273
	Iteration 110Q: 3 clusters Score -1.401964e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 61266 members 
Entering Unmasked Estep 
Score: -14019630.000000 Penalty: 5573.905273
	Iteration 111Q: 3 clusters Score -1.401963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -14019648.000000 Penalty: 5573.905273
	Iteration 112Q: 3 clusters Score -1.401965e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -14019635.000000 Penalty: 5573.905273
	Iteration 113Q: 3 clusters Score -1.401964e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -14019619.000000 Penalty: 5573.905273
	Iteration 114Q: 3 clusters Score -1.401962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -14019632.000000 Penalty: 5573.905273
	Iteration 115Q: 3 clusters Score -1.401963e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 61216 members 
Entering Unmasked Estep 
Score: -14019623.000000 Penalty: 5573.905273
	Iteration 116Q: 3 clusters Score -1.401962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 61202 members 
Entering Unmasked Estep 
Score: -14019623.000000 Penalty: 5573.905273
	Iteration 117Q: 3 clusters Score -1.401962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -14019626.000000 Penalty: 5573.905273
	Iteration 118Q: 3 clusters Score -1.401963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -14019630.000000 Penalty: 5573.905273
	Iteration 119Q: 3 clusters Score -1.401963e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -14019644.000000 Penalty: 5573.905273
	Iteration 120F: 3 clusters Score -1.401964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -14019645.000000 Penalty: 5573.905273
	Iteration 121Q: 3 clusters Score -1.401964e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -14019668.000000 Penalty: 5573.905273
	Iteration 122Q: 3 clusters Score -1.401967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -14019669.000000 Penalty: 5573.905273
	Iteration 123Q: 3 clusters Score -1.401967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -14019697.000000 Penalty: 5573.905273
	Iteration 124Q: 3 clusters Score -1.40197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 61099 members 
Entering Unmasked Estep 
Score: -14019716.000000 Penalty: 5573.905273
	Iteration 125Q: 3 clusters Score -1.401972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -14019707.000000 Penalty: 5573.905273
	Iteration 126Q: 3 clusters Score -1.401971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -14019729.000000 Penalty: 5573.905273
	Iteration 127Q: 3 clusters Score -1.401973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -14019711.000000 Penalty: 5573.905273
	Iteration 128Q: 3 clusters Score -1.401971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -14019702.000000 Penalty: 5573.905273
	Iteration 129Q: 3 clusters Score -1.40197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -14019718.000000 Penalty: 5573.905273
	Iteration 130Q: 3 clusters Score -1.401972e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -14019733.000000 Penalty: 5573.905273
	Iteration 131Q: 3 clusters Score -1.401973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -14019720.000000 Penalty: 5573.905273
	Iteration 132Q: 3 clusters Score -1.401972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
Score: -14019743.000000 Penalty: 5573.905273
	Iteration 133Q: 3 clusters Score -1.401974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 60977 members 
Entering Unmasked Estep 
Score: -14019746.000000 Penalty: 5573.905273
	Iteration 134Q: 3 clusters Score -1.401975e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 60967 members 
Entering Unmasked Estep 
Score: -14019743.000000 Penalty: 5573.905273
	Iteration 135Q: 3 clusters Score -1.401974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -14019741.000000 Penalty: 5573.905273
	Iteration 136Q: 3 clusters Score -1.401974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 60940 members 
Entering Unmasked Estep 
Score: -14019738.000000 Penalty: 5573.905273
	Iteration 137Q: 3 clusters Score -1.401974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 60929 members 
Entering Unmasked Estep 
Score: -14019742.000000 Penalty: 5573.905273
	Iteration 138Q: 3 clusters Score -1.401974e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -14019776.000000 Penalty: 5573.905273
	Iteration 139Q: 3 clusters Score -1.401978e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -14019793.000000 Penalty: 5573.905273
	Iteration 140F: 3 clusters Score -1.401979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -14019794.000000 Penalty: 5573.905273
	Iteration 141Q: 3 clusters Score -1.401979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -14019795.000000 Penalty: 5573.905273
	Iteration 142Q: 3 clusters Score -1.40198e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -14019820.000000 Penalty: 5573.905273
	Iteration 143Q: 3 clusters Score -1.401982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -14019834.000000 Penalty: 5573.905273
	Iteration 144Q: 3 clusters Score -1.401983e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -14019844.000000 Penalty: 5573.905273
	Iteration 145Q: 3 clusters Score -1.401984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -14019840.000000 Penalty: 5573.905273
	Iteration 146Q: 3 clusters Score -1.401984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -14019839.000000 Penalty: 5573.905273
	Iteration 147Q: 3 clusters Score -1.401984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -14019846.000000 Penalty: 5573.905273
	Iteration 148Q: 3 clusters Score -1.401985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -14019841.000000 Penalty: 5573.905273
	Iteration 149Q: 3 clusters Score -1.401984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -14019840.000000 Penalty: 5573.905273
	Iteration 150Q: 3 clusters Score -1.401984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -14019842.000000 Penalty: 5573.905273
	Iteration 151Q: 3 clusters Score -1.401984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -14019855.000000 Penalty: 5573.905273
	Iteration 152Q: 3 clusters Score -1.401986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 60813 members 
Entering Unmasked Estep 
Score: -14019851.000000 Penalty: 5573.905273
	Iteration 153Q: 3 clusters Score -1.401985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -14019848.000000 Penalty: 5573.905273
	Iteration 154Q: 3 clusters Score -1.401985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 60801 members 
Entering Unmasked Estep 
Score: -14019844.000000 Penalty: 5573.905273
	Iteration 155Q: 3 clusters Score -1.401984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -14019828.000000 Penalty: 5573.905273
	Iteration 156Q: 3 clusters Score -1.401983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -14019832.000000 Penalty: 5573.905273
	Iteration 157Q: 3 clusters Score -1.401983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -14019810.000000 Penalty: 5573.905273
	Iteration 158Q: 3 clusters Score -1.401981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -14019828.000000 Penalty: 5573.905273
	Iteration 159Q: 3 clusters Score -1.401983e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -14019815.000000 Penalty: 5573.905273
	Iteration 160F: 3 clusters Score -1.401982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 60765 members 
Entering Unmasked Estep 
Score: -14019820.000000 Penalty: 5573.905273
	Iteration 161Q: 3 clusters Score -1.401982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -14019818.000000 Penalty: 5573.905273
	Iteration 162Q: 3 clusters Score -1.401982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -14019823.000000 Penalty: 5573.905273
	Iteration 163Q: 3 clusters Score -1.401982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -14019814.000000 Penalty: 5573.905273
	Iteration 164Q: 3 clusters Score -1.401981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -14019812.000000 Penalty: 5573.905273
	Iteration 165Q: 3 clusters Score -1.401981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -14019814.000000 Penalty: 5573.905273
	Iteration 166Q: 3 clusters Score -1.401981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -14019814.000000 Penalty: 5573.905273
	Iteration 167F: 3 clusters Score -1.401981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 55047 members 
Mstep: Class 3 contains 42970 members 
Mstep: Class 4 contains 70863 members 
Mstep: Class 5 contains 34063 members 
Mstep: Class 6 contains 19616 members 
Mstep: Class 7 contains 41962 members 
Mstep: Class 8 contains 63211 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 55657 members 
Mstep: Class 11 contains 15178 members 
Mstep: Class 12 contains 790 members 
Mstep: Class 13 contains 60763 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 64707 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 95060 members 
Entering Unmasked Estep 
Score: -126766264.000000 Penalty: 60072.007812
Splitting cluster 11 changes total score from -126735152.000000 to -126766264.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 12 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -134280.437500 Penalty: 1654.664185
	Iteration 0F: 2 clusters Score -134280.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -132558.609375 Penalty: 3309.328369
	Iteration 0F: 3 clusters Score -132558.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -132941.812500 Penalty: 3309.328369
	Iteration 1F: 3 clusters Score -132941.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -133087.468750 Penalty: 3309.328369
	Iteration 2F: 3 clusters Score -133087.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -133179.406250 Penalty: 3309.328369
	Iteration 3Q: 3 clusters Score -133179.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -133256.468750 Penalty: 3309.328369
	Iteration 4Q: 3 clusters Score -133256.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -133313.609375 Penalty: 3309.328369
	Iteration 5Q: 3 clusters Score -133313.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -133372.062500 Penalty: 3309.328369
	Iteration 6Q: 3 clusters Score -133372.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133430.750000 Penalty: 3309.328369
	Iteration 7Q: 3 clusters Score -133430.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -133514.453125 Penalty: 3309.328369
	Iteration 8Q: 3 clusters Score -133514.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133610.859375 Penalty: 3309.328369
	Iteration 9Q: 3 clusters Score -133610.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -133683.921875 Penalty: 3309.328369
	Iteration 10Q: 3 clusters Score -133683.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133732.046875 Penalty: 3309.328369
	Iteration 11Q: 3 clusters Score -133732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -133766.187500 Penalty: 3309.328369
	Iteration 12Q: 3 clusters Score -133766.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -133795.453125 Penalty: 3309.328369
	Iteration 13Q: 3 clusters Score -133795.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -133874.640625 Penalty: 3309.328369
	Iteration 14Q: 3 clusters Score -133874.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -133930.406250 Penalty: 3309.328369
	Iteration 15Q: 3 clusters Score -133930.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -133997.406250 Penalty: 3309.328369
	Iteration 16Q: 3 clusters Score -133997.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -134017.437500 Penalty: 3309.328369
	Iteration 17Q: 3 clusters Score -134017.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -134033.890625 Penalty: 3309.328369
	Iteration 18Q: 3 clusters Score -134033.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -134043.703125 Penalty: 3309.328369
	Iteration 19Q: 3 clusters Score -134043.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134070.640625 Penalty: 3309.328369
	Iteration 20F: 3 clusters Score -134070.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -134165.953125 Penalty: 3309.328369
	Iteration 21Q: 3 clusters Score -134166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -134223.000000 Penalty: 3309.328369
	Iteration 22Q: 3 clusters Score -134223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -134266.781250 Penalty: 3309.328369
	Iteration 23Q: 3 clusters Score -134266.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134307.281250 Penalty: 3309.328369
	Iteration 24Q: 3 clusters Score -134307.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -134329.390625 Penalty: 3309.328369
	Iteration 25Q: 3 clusters Score -134329.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -134347.203125 Penalty: 3309.328369
	Iteration 26Q: 3 clusters Score -134347.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -134372.562500 Penalty: 3309.328369
	Iteration 27Q: 3 clusters Score -134372.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -134413.546875 Penalty: 3309.328369
	Iteration 28Q: 3 clusters Score -134413.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -134485.703125 Penalty: 3309.328369
	Iteration 29Q: 3 clusters Score -134485.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -134521.656250 Penalty: 3309.328369
	Iteration 30Q: 3 clusters Score -134521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -134549.359375 Penalty: 3309.328369
	Iteration 31Q: 3 clusters Score -134549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -134589.468750 Penalty: 3309.328369
	Iteration 32Q: 3 clusters Score -134589.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -134665.968750 Penalty: 3309.328369
	Iteration 33Q: 3 clusters Score -134666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -134733.562500 Penalty: 3309.328369
	Iteration 34Q: 3 clusters Score -134733.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -134805.125000 Penalty: 3309.328369
	Iteration 35Q: 3 clusters Score -134805.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -134840.515625 Penalty: 3309.328369
	Iteration 36Q: 3 clusters Score -134840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -134847.671875 Penalty: 3309.328369
	Iteration 37Q: 3 clusters Score -134847.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -134851.531250 Penalty: 3309.328369
	Iteration 38Q: 3 clusters Score -134851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -134851.531250 Penalty: 3309.328369
	Iteration 39F: 3 clusters Score -134851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 55047 members 
Mstep: Class 3 contains 42970 members 
Mstep: Class 4 contains 70863 members 
Mstep: Class 5 contains 34063 members 
Mstep: Class 6 contains 19616 members 
Mstep: Class 7 contains 41962 members 
Mstep: Class 8 contains 63211 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 55657 members 
Mstep: Class 11 contains 15178 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 60763 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 64707 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 95060 members 
Entering Unmasked Estep 
Score: -126765088.000000 Penalty: 63409.343750
Splitting cluster 12 changes total score from -126735152.000000 to -126765088.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 15 (1428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Entering Unmasked Estep 
Score: -158060.828125 Penalty: 1801.479492
	Iteration 0F: 2 clusters Score -158060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -156559.953125 Penalty: 3602.958984
	Iteration 0F: 3 clusters Score -156560 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -160805.578125 Penalty: 3602.958984
	Iteration 1F: 3 clusters Score -160805.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -165340.296875 Penalty: 3602.958984
	Iteration 2F: 3 clusters Score -165340.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -167222.859375 Penalty: 3602.958984
	Iteration 3F: 3 clusters Score -167222.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -167435.187500 Penalty: 3602.958984
	Iteration 4Q: 3 clusters Score -167435.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -167512.546875 Penalty: 3602.958984
	Iteration 5Q: 3 clusters Score -167512.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -167550.468750 Penalty: 3602.958984
	Iteration 6Q: 3 clusters Score -167550.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -167584.734375 Penalty: 3602.958984
	Iteration 7Q: 3 clusters Score -167584.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -167612.312500 Penalty: 3602.958984
	Iteration 8Q: 3 clusters Score -167612.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -167624.828125 Penalty: 3602.958984
	Iteration 9Q: 3 clusters Score -167624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -167634.203125 Penalty: 3602.958984
	Iteration 10Q: 3 clusters Score -167634.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -167640.328125 Penalty: 3602.958984
	Iteration 11Q: 3 clusters Score -167640.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -167648.187500 Penalty: 3602.958984
	Iteration 12Q: 3 clusters Score -167648.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -167649.390625 Penalty: 3602.958984
	Iteration 13Q: 3 clusters Score -167649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -167649.390625 Penalty: 3602.958984
	Iteration 14F: 3 clusters Score -167649.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 55047 members 
Mstep: Class 3 contains 42970 members 
Mstep: Class 4 contains 70863 members 
Mstep: Class 5 contains 34063 members 
Mstep: Class 6 contains 19616 members 
Mstep: Class 7 contains 41962 members 
Mstep: Class 8 contains 63211 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 55657 members 
Mstep: Class 11 contains 15178 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 60763 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 932 members 
Mstep: Class 16 contains 64707 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 95060 members 
Mstep: Class 20 contains 496 members 
Entering Unmasked Estep 
Score: -126773120.000000 Penalty: 66746.679688
Splitting cluster 15 changes total score from -126735152.000000 to -126773120.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 16 (64707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64707 members 
Entering Unmasked Estep 
Score: -11939473.000000 Penalty: 2747.250732
	Iteration 0F: 2 clusters Score -1.193947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -11916798.000000 Penalty: 5494.501465
	Iteration 0F: 3 clusters Score -1.19168e+07 nChanged 30202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -11933669.000000 Penalty: 5494.501465
	Iteration 1F: 3 clusters Score -1.193367e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -11934511.000000 Penalty: 5494.501465
	Iteration 2Q: 3 clusters Score -1.193451e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -11935496.000000 Penalty: 5494.501465
	Iteration 3Q: 3 clusters Score -1.19355e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -11937059.000000 Penalty: 5494.501465
	Iteration 4Q: 3 clusters Score -1.193706e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -11939190.000000 Penalty: 5494.501465
	Iteration 5F: 3 clusters Score -1.193919e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -11941771.000000 Penalty: 5494.501465
	Iteration 6F: 3 clusters Score -1.194177e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -11943744.000000 Penalty: 5494.501465
	Iteration 7F: 3 clusters Score -1.194374e+07 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -11945600.000000 Penalty: 5494.501465
	Iteration 8F: 3 clusters Score -1.19456e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -11947127.000000 Penalty: 5494.501465
	Iteration 9F: 3 clusters Score -1.194713e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -11948470.000000 Penalty: 5494.501465
	Iteration 10Q: 3 clusters Score -1.194847e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -11949407.000000 Penalty: 5494.501465
	Iteration 11Q: 3 clusters Score -1.194941e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -11950004.000000 Penalty: 5494.501465
	Iteration 12Q: 3 clusters Score -1.195e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -11950419.000000 Penalty: 5494.501465
	Iteration 13Q: 3 clusters Score -1.195042e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -11950667.000000 Penalty: 5494.501465
	Iteration 14Q: 3 clusters Score -1.195067e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -11950842.000000 Penalty: 5494.501465
	Iteration 15Q: 3 clusters Score -1.195084e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -11951004.000000 Penalty: 5494.501465
	Iteration 16Q: 3 clusters Score -1.1951e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -11951052.000000 Penalty: 5494.501465
	Iteration 17Q: 3 clusters Score -1.195105e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -11951145.000000 Penalty: 5494.501465
	Iteration 18Q: 3 clusters Score -1.195114e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -11951150.000000 Penalty: 5494.501465
	Iteration 19Q: 3 clusters Score -1.195115e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -11951236.000000 Penalty: 5494.501465
	Iteration 20F: 3 clusters Score -1.195124e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -11951295.000000 Penalty: 5494.501465
	Iteration 21Q: 3 clusters Score -1.19513e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -11951350.000000 Penalty: 5494.501465
	Iteration 22Q: 3 clusters Score -1.195135e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -11951364.000000 Penalty: 5494.501465
	Iteration 23Q: 3 clusters Score -1.195136e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -11951406.000000 Penalty: 5494.501465
	Iteration 24Q: 3 clusters Score -1.195141e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -11951470.000000 Penalty: 5494.501465
	Iteration 25Q: 3 clusters Score -1.195147e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -11951495.000000 Penalty: 5494.501465
	Iteration 26Q: 3 clusters Score -1.19515e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -11951496.000000 Penalty: 5494.501465
	Iteration 27Q: 3 clusters Score -1.19515e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -11951544.000000 Penalty: 5494.501465
	Iteration 28Q: 3 clusters Score -1.195154e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -11951552.000000 Penalty: 5494.501465
	Iteration 29Q: 3 clusters Score -1.195155e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -11951613.000000 Penalty: 5494.501465
	Iteration 30Q: 3 clusters Score -1.195161e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -11951551.000000 Penalty: 5494.501465
	Iteration 31Q: 3 clusters Score -1.195155e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -11951562.000000 Penalty: 5494.501465
	Iteration 32Q: 3 clusters Score -1.195156e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -11951557.000000 Penalty: 5494.501465
	Iteration 33Q: 3 clusters Score -1.195156e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -11951544.000000 Penalty: 5494.501465
	Iteration 34Q: 3 clusters Score -1.195154e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -11951555.000000 Penalty: 5494.501465
	Iteration 35Q: 3 clusters Score -1.195156e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -11951563.000000 Penalty: 5494.501465
	Iteration 36Q: 3 clusters Score -1.195156e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -11951581.000000 Penalty: 5494.501465
	Iteration 37Q: 3 clusters Score -1.195158e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -11951562.000000 Penalty: 5494.501465
	Iteration 38Q: 3 clusters Score -1.195156e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -11951573.000000 Penalty: 5494.501465
	Iteration 39Q: 3 clusters Score -1.195157e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -11951581.000000 Penalty: 5494.501465
	Iteration 40F: 3 clusters Score -1.195158e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -11951604.000000 Penalty: 5494.501465
	Iteration 41Q: 3 clusters Score -1.19516e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -11951607.000000 Penalty: 5494.501465
	Iteration 42Q: 3 clusters Score -1.195161e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -11951593.000000 Penalty: 5494.501465
	Iteration 43Q: 3 clusters Score -1.195159e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -11951617.000000 Penalty: 5494.501465
	Iteration 44Q: 3 clusters Score -1.195162e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -11951628.000000 Penalty: 5494.501465
	Iteration 45Q: 3 clusters Score -1.195163e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -11951617.000000 Penalty: 5494.501465
	Iteration 46Q: 3 clusters Score -1.195162e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -11951634.000000 Penalty: 5494.501465
	Iteration 47Q: 3 clusters Score -1.195163e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -11951657.000000 Penalty: 5494.501465
	Iteration 48Q: 3 clusters Score -1.195166e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -11951641.000000 Penalty: 5494.501465
	Iteration 49Q: 3 clusters Score -1.195164e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -11951642.000000 Penalty: 5494.501465
	Iteration 50Q: 3 clusters Score -1.195164e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -11951636.000000 Penalty: 5494.501465
	Iteration 51Q: 3 clusters Score -1.195164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -11951632.000000 Penalty: 5494.501465
	Iteration 52Q: 3 clusters Score -1.195163e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -11951621.000000 Penalty: 5494.501465
	Iteration 53Q: 3 clusters Score -1.195162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -11951640.000000 Penalty: 5494.501465
	Iteration 54Q: 3 clusters Score -1.195164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -11951635.000000 Penalty: 5494.501465
	Iteration 55Q: 3 clusters Score -1.195164e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -11951635.000000 Penalty: 5494.501465
	Iteration 56Q: 3 clusters Score -1.195164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -11951627.000000 Penalty: 5494.501465
	Iteration 57Q: 3 clusters Score -1.195163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -11951630.000000 Penalty: 5494.501465
	Iteration 58Q: 3 clusters Score -1.195163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -11951605.000000 Penalty: 5494.501465
	Iteration 59Q: 3 clusters Score -1.19516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -11951619.000000 Penalty: 5494.501465
	Iteration 60F: 3 clusters Score -1.195162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -11951618.000000 Penalty: 5494.501465
	Iteration 61Q: 3 clusters Score -1.195162e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -11951625.000000 Penalty: 5494.501465
	Iteration 62Q: 3 clusters Score -1.195162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -11951625.000000 Penalty: 5494.501465
	Iteration 63Q: 3 clusters Score -1.195162e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -11951613.000000 Penalty: 5494.501465
	Iteration 64Q: 3 clusters Score -1.195161e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -11951624.000000 Penalty: 5494.501465
	Iteration 65Q: 3 clusters Score -1.195162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -11951621.000000 Penalty: 5494.501465
	Iteration 66Q: 3 clusters Score -1.195162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -11951618.000000 Penalty: 5494.501465
	Iteration 67Q: 3 clusters Score -1.195162e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -11951618.000000 Penalty: 5494.501465
	Iteration 68Q: 3 clusters Score -1.195162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -11951617.000000 Penalty: 5494.501465
	Iteration 69Q: 3 clusters Score -1.195162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -11951616.000000 Penalty: 5494.501465
	Iteration 70Q: 3 clusters Score -1.195162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -11951621.000000 Penalty: 5494.501465
	Iteration 71Q: 3 clusters Score -1.195162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -11951626.000000 Penalty: 5494.501465
	Iteration 72Q: 3 clusters Score -1.195163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -11951626.000000 Penalty: 5494.501465
	Iteration 73Q: 3 clusters Score -1.195163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -11951630.000000 Penalty: 5494.501465
	Iteration 74Q: 3 clusters Score -1.195163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -11951627.000000 Penalty: 5494.501465
	Iteration 75Q: 3 clusters Score -1.195163e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -11951624.000000 Penalty: 5494.501465
	Iteration 76Q: 3 clusters Score -1.195162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -11951624.000000 Penalty: 5494.501465
	Iteration 77F: 3 clusters Score -1.195162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 55047 members 
Mstep: Class 3 contains 42970 members 
Mstep: Class 4 contains 70863 members 
Mstep: Class 5 contains 34063 members 
Mstep: Class 6 contains 19616 members 
Mstep: Class 7 contains 41962 members 
Mstep: Class 8 contains 63211 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 55657 members 
Mstep: Class 11 contains 15178 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 60763 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 932 members 
Mstep: Class 16 contains 42258 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 95060 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 22449 members 
Entering Unmasked Estep 
Score: -126784880.000000 Penalty: 70084.007812
Splitting cluster 16 changes total score from -126735152.000000 to -126784880.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 17 (50417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Entering Unmasked Estep 
Score: -9293445.000000 Penalty: 2685.364746
	Iteration 0F: 2 clusters Score -9293445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -9265294.000000 Penalty: 5370.729492
	Iteration 0F: 3 clusters Score -9265294 nChanged 23518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -9278443.000000 Penalty: 5370.729492
	Iteration 1F: 3 clusters Score -9278443 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -9279115.000000 Penalty: 5370.729492
	Iteration 2Q: 3 clusters Score -9279115 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -9280088.000000 Penalty: 5370.729492
	Iteration 3Q: 3 clusters Score -9280088 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -9281261.000000 Penalty: 5370.729492
	Iteration 4Q: 3 clusters Score -9281261 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -9282811.000000 Penalty: 5370.729492
	Iteration 5F: 3 clusters Score -9282811 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -9285027.000000 Penalty: 5370.729492
	Iteration 6F: 3 clusters Score -9285027 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -9287719.000000 Penalty: 5370.729492
	Iteration 7F: 3 clusters Score -9287719 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -9290464.000000 Penalty: 5370.729492
	Iteration 8F: 3 clusters Score -9290464 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -9292139.000000 Penalty: 5370.729492
	Iteration 9F: 3 clusters Score -9292139 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -9292788.000000 Penalty: 5370.729492
	Iteration 10Q: 3 clusters Score -9292788 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -9293161.000000 Penalty: 5370.729492
	Iteration 11Q: 3 clusters Score -9293161 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -9293420.000000 Penalty: 5370.729492
	Iteration 12Q: 3 clusters Score -9293420 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -9293626.000000 Penalty: 5370.729492
	Iteration 13Q: 3 clusters Score -9293626 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -9293773.000000 Penalty: 5370.729492
	Iteration 14Q: 3 clusters Score -9293773 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -9293958.000000 Penalty: 5370.729492
	Iteration 15Q: 3 clusters Score -9293958 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -9294038.000000 Penalty: 5370.729492
	Iteration 16Q: 3 clusters Score -9294038 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -9294138.000000 Penalty: 5370.729492
	Iteration 17Q: 3 clusters Score -9294138 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -9294224.000000 Penalty: 5370.729492
	Iteration 18Q: 3 clusters Score -9294224 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -9294339.000000 Penalty: 5370.729492
	Iteration 19Q: 3 clusters Score -9294339 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -9294498.000000 Penalty: 5370.729492
	Iteration 20F: 3 clusters Score -9294498 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -9294569.000000 Penalty: 5370.729492
	Iteration 21Q: 3 clusters Score -9294569 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -9294635.000000 Penalty: 5370.729492
	Iteration 22Q: 3 clusters Score -9294635 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -9294699.000000 Penalty: 5370.729492
	Iteration 23Q: 3 clusters Score -9294699 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -9294743.000000 Penalty: 5370.729492
	Iteration 24Q: 3 clusters Score -9294743 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -9294818.000000 Penalty: 5370.729492
	Iteration 25Q: 3 clusters Score -9294818 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -9294850.000000 Penalty: 5370.729492
	Iteration 26Q: 3 clusters Score -9294850 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -9294891.000000 Penalty: 5370.729492
	Iteration 27Q: 3 clusters Score -9294891 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -9294955.000000 Penalty: 5370.729492
	Iteration 28Q: 3 clusters Score -9294955 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -9295005.000000 Penalty: 5370.729492
	Iteration 29Q: 3 clusters Score -9295005 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -9295056.000000 Penalty: 5370.729492
	Iteration 30Q: 3 clusters Score -9295056 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -9295137.000000 Penalty: 5370.729492
	Iteration 31Q: 3 clusters Score -9295137 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -9295147.000000 Penalty: 5370.729492
	Iteration 32Q: 3 clusters Score -9295147 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -9295195.000000 Penalty: 5370.729492
	Iteration 33Q: 3 clusters Score -9295195 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -9295208.000000 Penalty: 5370.729492
	Iteration 34Q: 3 clusters Score -9295208 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -9295251.000000 Penalty: 5370.729492
	Iteration 35Q: 3 clusters Score -9295251 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -9295277.000000 Penalty: 5370.729492
	Iteration 36Q: 3 clusters Score -9295277 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -9295316.000000 Penalty: 5370.729492
	Iteration 37Q: 3 clusters Score -9295316 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -9295342.000000 Penalty: 5370.729492
	Iteration 38Q: 3 clusters Score -9295342 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -9295377.000000 Penalty: 5370.729492
	Iteration 39Q: 3 clusters Score -9295377 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -9295416.000000 Penalty: 5370.729492
	Iteration 40F: 3 clusters Score -9295416 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -9295448.000000 Penalty: 5370.729492
	Iteration 41Q: 3 clusters Score -9295448 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -9295501.000000 Penalty: 5370.729492
	Iteration 42Q: 3 clusters Score -9295501 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -9295533.000000 Penalty: 5370.729492
	Iteration 43Q: 3 clusters Score -9295533 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -9295596.000000 Penalty: 5370.729492
	Iteration 44Q: 3 clusters Score -9295596 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -9295616.000000 Penalty: 5370.729492
	Iteration 45Q: 3 clusters Score -9295616 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -9295650.000000 Penalty: 5370.729492
	Iteration 46Q: 3 clusters Score -9295650 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -9295684.000000 Penalty: 5370.729492
	Iteration 47Q: 3 clusters Score -9295684 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -9295710.000000 Penalty: 5370.729492
	Iteration 48Q: 3 clusters Score -9295710 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -9295769.000000 Penalty: 5370.729492
	Iteration 49Q: 3 clusters Score -9295769 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -9295760.000000 Penalty: 5370.729492
	Iteration 50Q: 3 clusters Score -9295760 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -9295801.000000 Penalty: 5370.729492
	Iteration 51Q: 3 clusters Score -9295801 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -9295839.000000 Penalty: 5370.729492
	Iteration 52Q: 3 clusters Score -9295839 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -9295866.000000 Penalty: 5370.729492
	Iteration 53Q: 3 clusters Score -9295866 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -9295890.000000 Penalty: 5370.729492
	Iteration 54Q: 3 clusters Score -9295890 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -9295920.000000 Penalty: 5370.729492
	Iteration 55Q: 3 clusters Score -9295920 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -9295967.000000 Penalty: 5370.729492
	Iteration 56Q: 3 clusters Score -9295967 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -9296004.000000 Penalty: 5370.729492
	Iteration 57Q: 3 clusters Score -9296004 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -9296074.000000 Penalty: 5370.729492
	Iteration 58Q: 3 clusters Score -9296074 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -9296087.000000 Penalty: 5370.729492
	Iteration 59Q: 3 clusters Score -9296087 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -9296131.000000 Penalty: 5370.729492
	Iteration 60F: 3 clusters Score -9296131 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -9296178.000000 Penalty: 5370.729492
	Iteration 61Q: 3 clusters Score -9296178 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -9296229.000000 Penalty: 5370.729492
	Iteration 62Q: 3 clusters Score -9296229 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -9296297.000000 Penalty: 5370.729492
	Iteration 63Q: 3 clusters Score -9296297 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -9296380.000000 Penalty: 5370.729492
	Iteration 64Q: 3 clusters Score -9296380 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -9296452.000000 Penalty: 5370.729492
	Iteration 65Q: 3 clusters Score -9296452 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -9296492.000000 Penalty: 5370.729492
	Iteration 66Q: 3 clusters Score -9296492 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -9296391.000000 Penalty: 5370.729492
	Iteration 67Q: 3 clusters Score -9296391 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -9296317.000000 Penalty: 5370.729492
	Iteration 68Q: 3 clusters Score -9296317 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -9296163.000000 Penalty: 5370.729492
	Iteration 69Q: 3 clusters Score -9296163 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -9295771.000000 Penalty: 5370.729492
	Iteration 70Q: 3 clusters Score -9295771 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -9295331.000000 Penalty: 5370.729492
	Iteration 71Q: 3 clusters Score -9295331 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -9294903.000000 Penalty: 5370.729492
	Iteration 72Q: 3 clusters Score -9294903 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -9294482.000000 Penalty: 5370.729492
	Iteration 73Q: 3 clusters Score -9294482 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -9294152.000000 Penalty: 5370.729492
	Iteration 74Q: 3 clusters Score -9294152 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -9293851.000000 Penalty: 5370.729492
	Iteration 75Q: 3 clusters Score -9293851 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9293635.000000 Penalty: 5370.729492
	Iteration 76Q: 3 clusters Score -9293635 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9293482.000000 Penalty: 5370.729492
	Iteration 77Q: 3 clusters Score -9293482 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -9293355.000000 Penalty: 5370.729492
	Iteration 78Q: 3 clusters Score -9293355 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9293268.000000 Penalty: 5370.729492
	Iteration 79Q: 3 clusters Score -9293268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9293296.000000 Penalty: 5370.729492
	Iteration 80F: 3 clusters Score -9293296 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9293142.000000 Penalty: 5370.729492
	Iteration 81Q: 3 clusters Score -9293142 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9292973.000000 Penalty: 5370.729492
	Iteration 82Q: 3 clusters Score -9292973 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9292855.000000 Penalty: 5370.729492
	Iteration 83Q: 3 clusters Score -9292855 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9292801.000000 Penalty: 5370.729492
	Iteration 84Q: 3 clusters Score -9292801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9292767.000000 Penalty: 5370.729492
	Iteration 85Q: 3 clusters Score -9292767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9292740.000000 Penalty: 5370.729492
	Iteration 86Q: 3 clusters Score -9292740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9292710.000000 Penalty: 5370.729492
	Iteration 87Q: 3 clusters Score -9292710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9292693.000000 Penalty: 5370.729492
	Iteration 88Q: 3 clusters Score -9292693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9292676.000000 Penalty: 5370.729492
	Iteration 89Q: 3 clusters Score -9292676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9292677.000000 Penalty: 5370.729492
	Iteration 90Q: 3 clusters Score -9292677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9292658.000000 Penalty: 5370.729492
	Iteration 91Q: 3 clusters Score -9292658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9292668.000000 Penalty: 5370.729492
	Iteration 92Q: 3 clusters Score -9292668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9292659.000000 Penalty: 5370.729492
	Iteration 93Q: 3 clusters Score -9292659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9292645.000000 Penalty: 5370.729492
	Iteration 94Q: 3 clusters Score -9292645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9292644.000000 Penalty: 5370.729492
	Iteration 95Q: 3 clusters Score -9292644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9292636.000000 Penalty: 5370.729492
	Iteration 96Q: 3 clusters Score -9292636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9292628.000000 Penalty: 5370.729492
	Iteration 97Q: 3 clusters Score -9292628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9292628.000000 Penalty: 5370.729492
	Iteration 98Q: 3 clusters Score -9292628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9292628.000000 Penalty: 5370.729492
	Iteration 99Q: 3 clusters Score -9292628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9292625.000000 Penalty: 5370.729492
	Iteration 100F: 3 clusters Score -9292625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9292618.000000 Penalty: 5370.729492
	Iteration 101Q: 3 clusters Score -9292618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9292609.000000 Penalty: 5370.729492
	Iteration 102Q: 3 clusters Score -9292609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9292609.000000 Penalty: 5370.729492
	Iteration 103F: 3 clusters Score -9292609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Entering Unmasked Estep 
Score: -433411.593750 Penalty: 1965.259644
	Iteration 0F: 2 clusters Score -433411.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -430616.125000 Penalty: 3930.519287
	Iteration 0F: 3 clusters Score -430616.1 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -434486.500000 Penalty: 3930.519287
	Iteration 1F: 3 clusters Score -434486.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -437986.406250 Penalty: 3930.519287
	Iteration 2F: 3 clusters Score -437986.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -439384.031250 Penalty: 3930.519287
	Iteration 3F: 3 clusters Score -439384 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -439716.812500 Penalty: 3930.519287
	Iteration 4Q: 3 clusters Score -439716.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -439817.437500 Penalty: 3930.519287
	Iteration 5Q: 3 clusters Score -439817.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -439864.906250 Penalty: 3930.519287
	Iteration 6Q: 3 clusters Score -439864.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -439890.562500 Penalty: 3930.519287
	Iteration 7Q: 3 clusters Score -439890.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -439903.937500 Penalty: 3930.519287
	Iteration 8Q: 3 clusters Score -439903.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -439908.781250 Penalty: 3930.519287
	Iteration 9Q: 3 clusters Score -439908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -439909.218750 Penalty: 3930.519287
	Iteration 10Q: 3 clusters Score -439909.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -439909.437500 Penalty: 3930.519287
	Iteration 11Q: 3 clusters Score -439909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -439909.437500 Penalty: 3930.519287
	Iteration 12F: 3 clusters Score -439909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 55047 members 
Mstep: Class 3 contains 42970 members 
Mstep: Class 4 contains 70863 members 
Mstep: Class 5 contains 34063 members 
Mstep: Class 6 contains 19616 members 
Mstep: Class 7 contains 41962 members 
Mstep: Class 8 contains 63211 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 55657 members 
Mstep: Class 11 contains 15178 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 60763 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 932 members 
Mstep: Class 16 contains 42258 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 1068 members 
Mstep: Class 19 contains 95060 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 22449 members 
Mstep: Class 22 contains 1696 members 
Entering Unmasked Estep 
Score: -126790120.000000 Penalty: 73421.343750
Splitting cluster 18 changes total score from -126735152.000000 to -126790120.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (95060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95060 members 
Entering Unmasked Estep 
Score: -17311618.000000 Penalty: 2842.641357
	Iteration 0F: 2 clusters Score -1.731162e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -17279494.000000 Penalty: 5685.282715
	Iteration 0F: 3 clusters Score -1.727949e+07 nChanged 45019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -17305168.000000 Penalty: 5685.282715
	Iteration 1F: 3 clusters Score -1.730517e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 47829 members 
Entering Unmasked Estep 
Score: -17305908.000000 Penalty: 5685.282715
	Iteration 2Q: 3 clusters Score -1.730591e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -17306874.000000 Penalty: 5685.282715
	Iteration 3Q: 3 clusters Score -1.730687e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -17308202.000000 Penalty: 5685.282715
	Iteration 4Q: 3 clusters Score -1.73082e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 51924 members 
Entering Unmasked Estep 
Score: -17309668.000000 Penalty: 5685.282715
	Iteration 5Q: 3 clusters Score -1.730967e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -17311682.000000 Penalty: 5685.282715
	Iteration 6F: 3 clusters Score -1.731168e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -17314256.000000 Penalty: 5685.282715
	Iteration 7F: 3 clusters Score -1.731426e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 57404 members 
Entering Unmasked Estep 
Score: -17317006.000000 Penalty: 5685.282715
	Iteration 8F: 3 clusters Score -1.731701e+07 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -17319622.000000 Penalty: 5685.282715
	Iteration 9F: 3 clusters Score -1.731962e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 60448 members 
Entering Unmasked Estep 
Score: -17321862.000000 Penalty: 5685.282715
	Iteration 10F: 3 clusters Score -1.732186e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 61321 members 
Entering Unmasked Estep 
Score: -17323478.000000 Penalty: 5685.282715
	Iteration 11Q: 3 clusters Score -1.732348e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 61754 members 
Entering Unmasked Estep 
Score: -17324282.000000 Penalty: 5685.282715
	Iteration 12Q: 3 clusters Score -1.732428e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -17324658.000000 Penalty: 5685.282715
	Iteration 13Q: 3 clusters Score -1.732466e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 61320 members 
Entering Unmasked Estep 
Score: -17325060.000000 Penalty: 5685.282715
	Iteration 14Q: 3 clusters Score -1.732506e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -17325254.000000 Penalty: 5685.282715
	Iteration 15Q: 3 clusters Score -1.732525e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 59532 members 
Entering Unmasked Estep 
Score: -17325326.000000 Penalty: 5685.282715
	Iteration 16Q: 3 clusters Score -1.732533e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 58304 members 
Entering Unmasked Estep 
Score: -17325470.000000 Penalty: 5685.282715
	Iteration 17Q: 3 clusters Score -1.732547e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -17325714.000000 Penalty: 5685.282715
	Iteration 18Q: 3 clusters Score -1.732571e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -17325882.000000 Penalty: 5685.282715
	Iteration 19Q: 3 clusters Score -1.732588e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -17326070.000000 Penalty: 5685.282715
	Iteration 20F: 3 clusters Score -1.732607e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -17326252.000000 Penalty: 5685.282715
	Iteration 21Q: 3 clusters Score -1.732625e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -17326466.000000 Penalty: 5685.282715
	Iteration 22Q: 3 clusters Score -1.732647e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -17326220.000000 Penalty: 5685.282715
	Iteration 23Q: 3 clusters Score -1.732622e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -17326078.000000 Penalty: 5685.282715
	Iteration 24Q: 3 clusters Score -1.732608e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -17325786.000000 Penalty: 5685.282715
	Iteration 25Q: 3 clusters Score -1.732579e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -17325536.000000 Penalty: 5685.282715
	Iteration 26Q: 3 clusters Score -1.732554e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -17325418.000000 Penalty: 5685.282715
	Iteration 27Q: 3 clusters Score -1.732542e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -17325340.000000 Penalty: 5685.282715
	Iteration 28Q: 3 clusters Score -1.732534e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -17325344.000000 Penalty: 5685.282715
	Iteration 29Q: 3 clusters Score -1.732534e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -17325482.000000 Penalty: 5685.282715
	Iteration 30Q: 3 clusters Score -1.732548e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -17325748.000000 Penalty: 5685.282715
	Iteration 31Q: 3 clusters Score -1.732575e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -17325960.000000 Penalty: 5685.282715
	Iteration 32Q: 3 clusters Score -1.732596e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -17326168.000000 Penalty: 5685.282715
	Iteration 33Q: 3 clusters Score -1.732617e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -17326352.000000 Penalty: 5685.282715
	Iteration 34Q: 3 clusters Score -1.732635e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -17326518.000000 Penalty: 5685.282715
	Iteration 35Q: 3 clusters Score -1.732652e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -17326670.000000 Penalty: 5685.282715
	Iteration 36Q: 3 clusters Score -1.732667e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -17326798.000000 Penalty: 5685.282715
	Iteration 37Q: 3 clusters Score -1.73268e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -17326868.000000 Penalty: 5685.282715
	Iteration 38Q: 3 clusters Score -1.732687e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -17326950.000000 Penalty: 5685.282715
	Iteration 39Q: 3 clusters Score -1.732695e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -17326992.000000 Penalty: 5685.282715
	Iteration 40F: 3 clusters Score -1.732699e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -17326980.000000 Penalty: 5685.282715
	Iteration 41Q: 3 clusters Score -1.732698e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -17326962.000000 Penalty: 5685.282715
	Iteration 42Q: 3 clusters Score -1.732696e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -17326920.000000 Penalty: 5685.282715
	Iteration 43Q: 3 clusters Score -1.732692e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -17326942.000000 Penalty: 5685.282715
	Iteration 44Q: 3 clusters Score -1.732694e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -17326946.000000 Penalty: 5685.282715
	Iteration 45Q: 3 clusters Score -1.732695e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -17326922.000000 Penalty: 5685.282715
	Iteration 46Q: 3 clusters Score -1.732692e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -17326936.000000 Penalty: 5685.282715
	Iteration 47Q: 3 clusters Score -1.732694e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -17326936.000000 Penalty: 5685.282715
	Iteration 48Q: 3 clusters Score -1.732694e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -17326982.000000 Penalty: 5685.282715
	Iteration 49Q: 3 clusters Score -1.732698e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -17326980.000000 Penalty: 5685.282715
	Iteration 50Q: 3 clusters Score -1.732698e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -17326932.000000 Penalty: 5685.282715
	Iteration 51Q: 3 clusters Score -1.732693e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -17326898.000000 Penalty: 5685.282715
	Iteration 52Q: 3 clusters Score -1.73269e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -17326910.000000 Penalty: 5685.282715
	Iteration 53Q: 3 clusters Score -1.732691e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -17326908.000000 Penalty: 5685.282715
	Iteration 54Q: 3 clusters Score -1.732691e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -17326876.000000 Penalty: 5685.282715
	Iteration 55Q: 3 clusters Score -1.732688e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -17326830.000000 Penalty: 5685.282715
	Iteration 56Q: 3 clusters Score -1.732683e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -17326798.000000 Penalty: 5685.282715
	Iteration 57Q: 3 clusters Score -1.73268e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -17326826.000000 Penalty: 5685.282715
	Iteration 58Q: 3 clusters Score -1.732683e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -17326824.000000 Penalty: 5685.282715
	Iteration 59Q: 3 clusters Score -1.732682e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -17326808.000000 Penalty: 5685.282715
	Iteration 60F: 3 clusters Score -1.732681e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -17326814.000000 Penalty: 5685.282715
	Iteration 61Q: 3 clusters Score -1.732681e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -17326808.000000 Penalty: 5685.282715
	Iteration 62Q: 3 clusters Score -1.732681e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -17326836.000000 Penalty: 5685.282715
	Iteration 63Q: 3 clusters Score -1.732684e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -17326830.000000 Penalty: 5685.282715
	Iteration 64Q: 3 clusters Score -1.732683e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -17326822.000000 Penalty: 5685.282715
	Iteration 65Q: 3 clusters Score -1.732682e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -17326780.000000 Penalty: 5685.282715
	Iteration 66Q: 3 clusters Score -1.732678e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -17326780.000000 Penalty: 5685.282715
	Iteration 67Q: 3 clusters Score -1.732678e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -17326764.000000 Penalty: 5685.282715
	Iteration 68Q: 3 clusters Score -1.732676e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 49301 members 
Entering Unmasked Estep 
Score: -17326758.000000 Penalty: 5685.282715
	Iteration 69Q: 3 clusters Score -1.732676e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -17326758.000000 Penalty: 5685.282715
	Iteration 70Q: 3 clusters Score -1.732676e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -17326758.000000 Penalty: 5685.282715
	Iteration 71Q: 3 clusters Score -1.732676e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -17326732.000000 Penalty: 5685.282715
	Iteration 72Q: 3 clusters Score -1.732673e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 49305 members 
Entering Unmasked Estep 
Score: -17326706.000000 Penalty: 5685.282715
	Iteration 73Q: 3 clusters Score -1.732671e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -17326718.000000 Penalty: 5685.282715
	Iteration 74Q: 3 clusters Score -1.732672e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -17326702.000000 Penalty: 5685.282715
	Iteration 75Q: 3 clusters Score -1.73267e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -17326680.000000 Penalty: 5685.282715
	Iteration 76Q: 3 clusters Score -1.732668e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -17326686.000000 Penalty: 5685.282715
	Iteration 77Q: 3 clusters Score -1.732669e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -17326690.000000 Penalty: 5685.282715
	Iteration 78Q: 3 clusters Score -1.732669e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 49290 members 
Entering Unmasked Estep 
Score: -17326686.000000 Penalty: 5685.282715
	Iteration 79Q: 3 clusters Score -1.732669e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -17326708.000000 Penalty: 5685.282715
	Iteration 80F: 3 clusters Score -1.732671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -17326696.000000 Penalty: 5685.282715
	Iteration 81Q: 3 clusters Score -1.73267e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -17326674.000000 Penalty: 5685.282715
	Iteration 82Q: 3 clusters Score -1.732667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -17326674.000000 Penalty: 5685.282715
	Iteration 83Q: 3 clusters Score -1.732667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -17326684.000000 Penalty: 5685.282715
	Iteration 84Q: 3 clusters Score -1.732668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -17326688.000000 Penalty: 5685.282715
	Iteration 85Q: 3 clusters Score -1.732669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -17326684.000000 Penalty: 5685.282715
	Iteration 86Q: 3 clusters Score -1.732668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -17326678.000000 Penalty: 5685.282715
	Iteration 87Q: 3 clusters Score -1.732668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -17326664.000000 Penalty: 5685.282715
	Iteration 88Q: 3 clusters Score -1.732666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -17326680.000000 Penalty: 5685.282715
	Iteration 89Q: 3 clusters Score -1.732668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -17326678.000000 Penalty: 5685.282715
	Iteration 90Q: 3 clusters Score -1.732668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -17326674.000000 Penalty: 5685.282715
	Iteration 91Q: 3 clusters Score -1.732667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -17326666.000000 Penalty: 5685.282715
	Iteration 92Q: 3 clusters Score -1.732667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -17326666.000000 Penalty: 5685.282715
	Iteration 93Q: 3 clusters Score -1.732667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -17326666.000000 Penalty: 5685.282715
	Iteration 94Q: 3 clusters Score -1.732667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -17326656.000000 Penalty: 5685.282715
	Iteration 95Q: 3 clusters Score -1.732666e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -17326668.000000 Penalty: 5685.282715
	Iteration 96Q: 3 clusters Score -1.732667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -17326664.000000 Penalty: 5685.282715
	Iteration 97Q: 3 clusters Score -1.732666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -17326662.000000 Penalty: 5685.282715
	Iteration 98Q: 3 clusters Score -1.732666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 49271 members 
Entering Unmasked Estep 
Score: -17326648.000000 Penalty: 5685.282715
	Iteration 99Q: 3 clusters Score -1.732665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -17326656.000000 Penalty: 5685.282715
	Iteration 100F: 3 clusters Score -1.732666e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 55047 members 
Mstep: Class 3 contains 42970 members 
Mstep: Class 4 contains 70863 members 
Mstep: Class 5 contains 34063 members 
Mstep: Class 6 contains 19616 members 
Mstep: Class 7 contains 41962 members 
Mstep: Class 8 contains 63211 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 55657 members 
Mstep: Class 11 contains 15178 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 60763 members 
Mstep: Class 14 contains 353 members 
Mstep: Class 15 contains 932 members 
Mstep: Class 16 contains 42258 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 1068 members 
Mstep: Class 19 contains 45790 members 
Mstep: Class 20 contains 496 members 
Mstep: Class 21 contains 22449 members 
Mstep: Class 22 contains 1696 members 
Mstep: Class 23 contains 49270 members 
Entering Unmasked Estep 
Score: -126805192.000000 Penalty: 76758.679688
Splitting cluster 19 changes total score from -126735152.000000 to -126805192.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 55047 members 
Mstep: Class 3 contains 42970 members 
Mstep: Class 4 contains 70863 members 
Mstep: Class 7 contains 41962 members 
Mstep: Class 8 contains 63211 members 
Mstep: Class 9 contains 412 members 
Mstep: Class 10 contains 55657 members 
Mstep: Class 11 contains 15178 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 15 contains 932 members 
Mstep: Class 16 contains 42258 members 
Mstep: Class 17 contains 50417 members 
Mstep: Class 18 contains 1068 members 
Mstep: Class 19 contains 45790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126826752.000000 Penalty: 76758.679688
Iteration 39Q: 24 clusters Score -1.268268e+08 nChanged 45185
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 52787 members 
Mstep: Class 3 contains 47929 members 
Mstep: Class 4 contains 68297 members 
Mstep: Class 5 contains 35987 members 
Mstep: Class 6 contains 19794 members 
Mstep: Class 7 contains 41619 members 
Mstep: Class 8 contains 61208 members 
Mstep: Class 9 contains 413 members 
Mstep: Class 10 contains 52957 members 
Mstep: Class 11 contains 16029 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 59522 members 
Mstep: Class 14 contains 375 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 42962 members 
Mstep: Class 17 contains 49707 members 
Mstep: Class 18 contains 1038 members 
Mstep: Class 19 contains 49484 members 
Mstep: Class 20 contains 529 members 
Mstep: Class 21 contains 22201 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 48415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126848000.000000 Penalty: 76758.679688
Iteration 40F: 24 clusters Score -1.26848e+08 nChanged 43557
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 49689 members 
Mstep: Class 3 contains 49345 members 
Mstep: Class 4 contains 63466 members 
Mstep: Class 5 contains 44222 members 
Mstep: Class 6 contains 22599 members 
Mstep: Class 7 contains 41110 members 
Mstep: Class 8 contains 55586 members 
Mstep: Class 9 contains 422 members 
Mstep: Class 10 contains 48051 members 
Mstep: Class 11 contains 16481 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 58903 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 917 members 
Mstep: Class 16 contains 42951 members 
Mstep: Class 17 contains 46110 members 
Mstep: Class 18 contains 1049 members 
Mstep: Class 19 contains 50186 members 
Mstep: Class 20 contains 539 members 
Mstep: Class 21 contains 26058 members 
Mstep: Class 22 contains 2063 members 
Mstep: Class 23 contains 54550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126859576.000000 Penalty: 76758.679688
Iteration 41F: 24 clusters Score -1.268596e+08 nChanged 32022
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 47092 members 
Mstep: Class 3 contains 49119 members 
Mstep: Class 4 contains 59127 members 
Mstep: Class 5 contains 51931 members 
Mstep: Class 6 contains 24912 members 
Mstep: Class 7 contains 41059 members 
Mstep: Class 8 contains 51764 members 
Mstep: Class 9 contains 427 members 
Mstep: Class 10 contains 45371 members 
Mstep: Class 11 contains 16779 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 57578 members 
Mstep: Class 14 contains 448 members 
Mstep: Class 15 contains 904 members 
Mstep: Class 16 contains 43236 members 
Mstep: Class 17 contains 44027 members 
Mstep: Class 18 contains 1063 members 
Mstep: Class 19 contains 50008 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 29143 members 
Mstep: Class 22 contains 2192 members 
Mstep: Class 23 contains 57728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126866640.000000 Penalty: 76758.679688
Iteration 42Q: 24 clusters Score -1.268666e+08 nChanged 28011
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 45210 members 
Mstep: Class 3 contains 47943 members 
Mstep: Class 4 contains 55242 members 
Mstep: Class 5 contains 57583 members 
Mstep: Class 6 contains 26937 members 
Mstep: Class 7 contains 40923 members 
Mstep: Class 8 contains 48893 members 
Mstep: Class 9 contains 431 members 
Mstep: Class 10 contains 44483 members 
Mstep: Class 11 contains 16985 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 56931 members 
Mstep: Class 14 contains 483 members 
Mstep: Class 15 contains 895 members 
Mstep: Class 16 contains 43190 members 
Mstep: Class 17 contains 42836 members 
Mstep: Class 18 contains 1094 members 
Mstep: Class 19 contains 49481 members 
Mstep: Class 20 contains 535 members 
Mstep: Class 21 contains 32245 members 
Mstep: Class 22 contains 2250 members 
Mstep: Class 23 contains 59387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126869464.000000 Penalty: 76758.679688
Iteration 43Q: 24 clusters Score -1.268695e+08 nChanged 24320
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 44217 members 
Mstep: Class 3 contains 46476 members 
Mstep: Class 4 contains 52075 members 
Mstep: Class 5 contains 60087 members 
Mstep: Class 6 contains 28831 members 
Mstep: Class 7 contains 40785 members 
Mstep: Class 8 contains 47594 members 
Mstep: Class 9 contains 435 members 
Mstep: Class 10 contains 44125 members 
Mstep: Class 11 contains 17155 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 56348 members 
Mstep: Class 14 contains 492 members 
Mstep: Class 15 contains 896 members 
Mstep: Class 16 contains 43191 members 
Mstep: Class 17 contains 42509 members 
Mstep: Class 18 contains 1120 members 
Mstep: Class 19 contains 48843 members 
Mstep: Class 20 contains 533 members 
Mstep: Class 21 contains 35398 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 60033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126871536.000000 Penalty: 76758.679688
Iteration 44Q: 24 clusters Score -1.268715e+08 nChanged 20887
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 43856 members 
Mstep: Class 3 contains 45652 members 
Mstep: Class 4 contains 49502 members 
Mstep: Class 5 contains 60455 members 
Mstep: Class 6 contains 30594 members 
Mstep: Class 7 contains 40808 members 
Mstep: Class 8 contains 46747 members 
Mstep: Class 9 contains 441 members 
Mstep: Class 10 contains 43977 members 
Mstep: Class 11 contains 17394 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55596 members 
Mstep: Class 14 contains 501 members 
Mstep: Class 15 contains 902 members 
Mstep: Class 16 contains 43138 members 
Mstep: Class 17 contains 42433 members 
Mstep: Class 18 contains 1138 members 
Mstep: Class 19 contains 48158 members 
Mstep: Class 20 contains 528 members 
Mstep: Class 21 contains 38618 members 
Mstep: Class 22 contains 2319 members 
Mstep: Class 23 contains 60176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126874152.000000 Penalty: 76758.679688
Iteration 45Q: 24 clusters Score -1.268742e+08 nChanged 18060
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 43601 members 
Mstep: Class 3 contains 45232 members 
Mstep: Class 4 contains 47940 members 
Mstep: Class 5 contains 59789 members 
Mstep: Class 6 contains 32410 members 
Mstep: Class 7 contains 40956 members 
Mstep: Class 8 contains 45975 members 
Mstep: Class 9 contains 446 members 
Mstep: Class 10 contains 43815 members 
Mstep: Class 11 contains 17657 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54478 members 
Mstep: Class 14 contains 510 members 
Mstep: Class 15 contains 909 members 
Mstep: Class 16 contains 42996 members 
Mstep: Class 17 contains 42416 members 
Mstep: Class 18 contains 1149 members 
Mstep: Class 19 contains 47402 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 42059 members 
Mstep: Class 22 contains 2342 members 
Mstep: Class 23 contains 59868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126878208.000000 Penalty: 76758.679688
Iteration 46Q: 24 clusters Score -1.268782e+08 nChanged 16359
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 43377 members 
Mstep: Class 3 contains 44943 members 
Mstep: Class 4 contains 46910 members 
Mstep: Class 5 contains 58823 members 
Mstep: Class 6 contains 34249 members 
Mstep: Class 7 contains 41064 members 
Mstep: Class 8 contains 45202 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 43888 members 
Mstep: Class 11 contains 17983 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 53186 members 
Mstep: Class 14 contains 517 members 
Mstep: Class 15 contains 911 members 
Mstep: Class 16 contains 42544 members 
Mstep: Class 17 contains 42418 members 
Mstep: Class 18 contains 1160 members 
Mstep: Class 19 contains 46711 members 
Mstep: Class 20 contains 522 members 
Mstep: Class 21 contains 45606 members 
Mstep: Class 22 contains 2355 members 
Mstep: Class 23 contains 59215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126881000.000000 Penalty: 76758.679688
Iteration 47Q: 24 clusters Score -1.26881e+08 nChanged 16177
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 43155 members 
Mstep: Class 3 contains 44752 members 
Mstep: Class 4 contains 46100 members 
Mstep: Class 5 contains 57924 members 
Mstep: Class 6 contains 36159 members 
Mstep: Class 7 contains 41217 members 
Mstep: Class 8 contains 44689 members 
Mstep: Class 9 contains 449 members 
Mstep: Class 10 contains 43975 members 
Mstep: Class 11 contains 18317 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 51976 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 914 members 
Mstep: Class 16 contains 41401 members 
Mstep: Class 17 contains 42329 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 46212 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 49011 members 
Mstep: Class 22 contains 2364 members 
Mstep: Class 23 contains 58490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126882528.000000 Penalty: 76758.679688
Iteration 48Q: 24 clusters Score -1.268825e+08 nChanged 15985
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 43091 members 
Mstep: Class 3 contains 44605 members 
Mstep: Class 4 contains 45498 members 
Mstep: Class 5 contains 57312 members 
Mstep: Class 6 contains 38151 members 
Mstep: Class 7 contains 41408 members 
Mstep: Class 8 contains 44336 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 43871 members 
Mstep: Class 11 contains 18672 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 50935 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 915 members 
Mstep: Class 16 contains 40240 members 
Mstep: Class 17 contains 42300 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 45946 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 51279 members 
Mstep: Class 22 contains 2382 members 
Mstep: Class 23 contains 57718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126882120.000000 Penalty: 76758.679688
Iteration 49Q: 24 clusters Score -1.268821e+08 nChanged 16092
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 43044 members 
Mstep: Class 3 contains 44688 members 
Mstep: Class 4 contains 44997 members 
Mstep: Class 5 contains 57013 members 
Mstep: Class 6 contains 40401 members 
Mstep: Class 7 contains 41602 members 
Mstep: Class 8 contains 44250 members 
Mstep: Class 9 contains 450 members 
Mstep: Class 10 contains 43785 members 
Mstep: Class 11 contains 19078 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 49954 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 16 contains 38980 members 
Mstep: Class 17 contains 42476 members 
Mstep: Class 18 contains 1171 members 
Mstep: Class 19 contains 45857 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 52050 members 
Mstep: Class 22 contains 2389 members 
Mstep: Class 23 contains 56899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126882400.000000 Penalty: 76758.679688
Iteration 50Q: 24 clusters Score -1.268824e+08 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 43049 members 
Mstep: Class 3 contains 44817 members 
Mstep: Class 4 contains 44633 members 
Mstep: Class 5 contains 56733 members 
Mstep: Class 6 contains 42886 members 
Mstep: Class 7 contains 41737 members 
Mstep: Class 8 contains 44196 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 10 contains 43662 members 
Mstep: Class 11 contains 19525 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 49257 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 919 members 
Mstep: Class 16 contains 38234 members 
Mstep: Class 17 contains 42662 members 
Mstep: Class 18 contains 1171 members 
Mstep: Class 19 contains 45750 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 51661 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 56012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126883576.000000 Penalty: 76758.679688
Iteration 51Q: 24 clusters Score -1.268836e+08 nChanged 13381
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 42970 members 
Mstep: Class 3 contains 44950 members 
Mstep: Class 4 contains 44385 members 
Mstep: Class 5 contains 56606 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 41396 members 
Mstep: Class 8 contains 44111 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 10 contains 43660 members 
Mstep: Class 11 contains 20042 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 48755 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 920 members 
Mstep: Class 16 contains 37921 members 
Mstep: Class 17 contains 42778 members 
Mstep: Class 18 contains 1174 members 
Mstep: Class 19 contains 45496 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 50931 members 
Mstep: Class 22 contains 2405 members 
Mstep: Class 23 contains 55133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126884960.000000 Penalty: 76758.679688
Iteration 52Q: 24 clusters Score -1.26885e+08 nChanged 12798
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 42781 members 
Mstep: Class 3 contains 45077 members 
Mstep: Class 4 contains 44256 members 
Mstep: Class 5 contains 56629 members 
Mstep: Class 6 contains 47868 members 
Mstep: Class 7 contains 40529 members 
Mstep: Class 8 contains 44070 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 43533 members 
Mstep: Class 11 contains 20537 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 48496 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 16 contains 37931 members 
Mstep: Class 17 contains 42752 members 
Mstep: Class 18 contains 1177 members 
Mstep: Class 19 contains 45222 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 50249 members 
Mstep: Class 22 contains 2410 members 
Mstep: Class 23 contains 54374 members 
Entering Unmasked Estep 
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Iteration 53Q: 24 clusters Score -1.268857e+08 nChanged 12741
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 42660 members 
Mstep: Class 3 contains 45212 members 
Mstep: Class 4 contains 44222 members 
Mstep: Class 5 contains 56696 members 
Mstep: Class 6 contains 49920 members 
Mstep: Class 7 contains 39423 members 
Mstep: Class 8 contains 43907 members 
Mstep: Class 9 contains 451 members 
Mstep: Class 10 contains 43319 members 
Mstep: Class 11 contains 21076 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 48330 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 16 contains 38147 members 
Mstep: Class 17 contains 42745 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 45070 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 49731 members 
Mstep: Class 22 contains 2416 members 
Mstep: Class 23 contains 53586 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 24 clusters Score -1.268863e+08 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 42710 members 
Mstep: Class 3 contains 45352 members 
Mstep: Class 4 contains 44239 members 
Mstep: Class 5 contains 56763 members 
Mstep: Class 6 contains 51343 members 
Mstep: Class 7 contains 37707 members 
Mstep: Class 8 contains 43877 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 43441 members 
Mstep: Class 11 contains 21608 members 
Mstep: Class 12 contains 436 members 
Mstep: Class 13 contains 48312 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 16 contains 38505 members 
Mstep: Class 17 contains 42649 members 
Mstep: Class 18 contains 1179 members 
Mstep: Class 19 contains 45128 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 49293 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 52869 members 
Entering Unmasked Estep 
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Iteration 55Q: 24 clusters Score -1.268871e+08 nChanged 12560
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 42792 members 
Mstep: Class 3 contains 45642 members 
Mstep: Class 4 contains 44358 members 
Mstep: Class 5 contains 56799 members 
Mstep: Class 6 contains 52033 members 
Mstep: Class 7 contains 36129 members 
Mstep: Class 8 contains 43798 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 43663 members 
Mstep: Class 11 contains 22132 members 
Mstep: Class 12 contains 437 members 
Mstep: Class 13 contains 48353 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 16 contains 38956 members 
Mstep: Class 17 contains 42527 members 
Mstep: Class 18 contains 1179 members 
Mstep: Class 19 contains 45132 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48987 members 
Mstep: Class 22 contains 2428 members 
Mstep: Class 23 contains 52301 members 
Entering Unmasked Estep 
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Iteration 56Q: 24 clusters Score -1.268866e+08 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 42881 members 
Mstep: Class 3 contains 46043 members 
Mstep: Class 4 contains 44536 members 
Mstep: Class 5 contains 56741 members 
Mstep: Class 6 contains 52181 members 
Mstep: Class 7 contains 34647 members 
Mstep: Class 8 contains 43800 members 
Mstep: Class 9 contains 453 members 
Mstep: Class 10 contains 43914 members 
Mstep: Class 11 contains 22676 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 48309 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 16 contains 39494 members 
Mstep: Class 17 contains 42509 members 
Mstep: Class 18 contains 1179 members 
Mstep: Class 19 contains 45105 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48718 members 
Mstep: Class 22 contains 2431 members 
Mstep: Class 23 contains 51860 members 
Entering Unmasked Estep 
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Iteration 57Q: 24 clusters Score -1.268865e+08 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 42975 members 
Mstep: Class 3 contains 46418 members 
Mstep: Class 4 contains 44744 members 
Mstep: Class 5 contains 56672 members 
Mstep: Class 6 contains 51938 members 
Mstep: Class 7 contains 33515 members 
Mstep: Class 8 contains 43800 members 
Mstep: Class 9 contains 452 members 
Mstep: Class 10 contains 44133 members 
Mstep: Class 11 contains 23263 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 48205 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 16 contains 40019 members 
Mstep: Class 17 contains 42413 members 
Mstep: Class 18 contains 1179 members 
Mstep: Class 19 contains 45132 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48507 members 
Mstep: Class 22 contains 2436 members 
Mstep: Class 23 contains 51496 members 
Entering Unmasked Estep 
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Iteration 58Q: 24 clusters Score -1.268871e+08 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 43064 members 
Mstep: Class 3 contains 46738 members 
Mstep: Class 4 contains 44901 members 
Mstep: Class 5 contains 56646 members 
Mstep: Class 6 contains 51495 members 
Mstep: Class 7 contains 32532 members 
Mstep: Class 8 contains 43819 members 
Mstep: Class 9 contains 453 members 
Mstep: Class 10 contains 44265 members 
Mstep: Class 11 contains 23919 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 48093 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 16 contains 40608 members 
Mstep: Class 17 contains 42283 members 
Mstep: Class 18 contains 1179 members 
Mstep: Class 19 contains 45136 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48366 members 
Mstep: Class 22 contains 2439 members 
Mstep: Class 23 contains 51199 members 
Entering Unmasked Estep 
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Iteration 59Q: 24 clusters Score -1.268878e+08 nChanged 9765
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 43110 members 
Mstep: Class 3 contains 47029 members 
Mstep: Class 4 contains 44940 members 
Mstep: Class 5 contains 56514 members 
Mstep: Class 6 contains 51000 members 
Mstep: Class 7 contains 31685 members 
Mstep: Class 8 contains 43792 members 
Mstep: Class 9 contains 453 members 
Mstep: Class 10 contains 44437 members 
Mstep: Class 11 contains 24653 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 48021 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 16 contains 41192 members 
Mstep: Class 17 contains 42250 members 
Mstep: Class 18 contains 1178 members 
Mstep: Class 19 contains 45161 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48225 members 
Mstep: Class 22 contains 2446 members 
Mstep: Class 23 contains 50905 members 
Entering Unmasked Estep 
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Iteration 60F: 24 clusters Score -1.268901e+08 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 43080 members 
Mstep: Class 3 contains 47112 members 
Mstep: Class 4 contains 44838 members 
Mstep: Class 5 contains 56717 members 
Mstep: Class 6 contains 51756 members 
Mstep: Class 7 contains 29646 members 
Mstep: Class 8 contains 43844 members 
Mstep: Class 9 contains 460 members 
Mstep: Class 10 contains 44629 members 
Mstep: Class 11 contains 25416 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 47975 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 921 members 
Mstep: Class 16 contains 41422 members 
Mstep: Class 17 contains 42171 members 
Mstep: Class 18 contains 1160 members 
Mstep: Class 19 contains 45115 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48436 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 50660 members 
Entering Unmasked Estep 
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Iteration 61Q: 24 clusters Score -1.268896e+08 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 43172 members 
Mstep: Class 3 contains 47474 members 
Mstep: Class 4 contains 44866 members 
Mstep: Class 5 contains 56846 members 
Mstep: Class 6 contains 51828 members 
Mstep: Class 7 contains 27799 members 
Mstep: Class 8 contains 43923 members 
Mstep: Class 9 contains 465 members 
Mstep: Class 10 contains 44823 members 
Mstep: Class 11 contains 26275 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 47857 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 923 members 
Mstep: Class 16 contains 41729 members 
Mstep: Class 17 contains 42111 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 45081 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48475 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 50429 members 
Entering Unmasked Estep 
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Iteration 62Q: 24 clusters Score -1.268897e+08 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 43299 members 
Mstep: Class 3 contains 47712 members 
Mstep: Class 4 contains 44954 members 
Mstep: Class 5 contains 56906 members 
Mstep: Class 6 contains 51764 members 
Mstep: Class 7 contains 26010 members 
Mstep: Class 8 contains 43943 members 
Mstep: Class 9 contains 469 members 
Mstep: Class 10 contains 45071 members 
Mstep: Class 11 contains 27227 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 47701 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 923 members 
Mstep: Class 16 contains 42083 members 
Mstep: Class 17 contains 42193 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 45036 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48407 members 
Mstep: Class 22 contains 2460 members 
Mstep: Class 23 contains 50263 members 
Entering Unmasked Estep 
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Iteration 63Q: 24 clusters Score -1.268893e+08 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 43377 members 
Mstep: Class 3 contains 47878 members 
Mstep: Class 4 contains 45060 members 
Mstep: Class 5 contains 56824 members 
Mstep: Class 6 contains 51700 members 
Mstep: Class 7 contains 24412 members 
Mstep: Class 8 contains 43920 members 
Mstep: Class 9 contains 471 members 
Mstep: Class 10 contains 45267 members 
Mstep: Class 11 contains 28223 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 47520 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 923 members 
Mstep: Class 16 contains 42494 members 
Mstep: Class 17 contains 42346 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 44992 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48329 members 
Mstep: Class 22 contains 2467 members 
Mstep: Class 23 contains 50098 members 
Entering Unmasked Estep 
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Iteration 64Q: 24 clusters Score -1.2689e+08 nChanged 10228
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 43383 members 
Mstep: Class 3 contains 48070 members 
Mstep: Class 4 contains 45158 members 
Mstep: Class 5 contains 56711 members 
Mstep: Class 6 contains 51648 members 
Mstep: Class 7 contains 23035 members 
Mstep: Class 8 contains 43858 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 29301 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 47318 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 42889 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 44904 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48281 members 
Mstep: Class 22 contains 2471 members 
Mstep: Class 23 contains 49923 members 
Entering Unmasked Estep 
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Iteration 65Q: 24 clusters Score -1.268897e+08 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 43417 members 
Mstep: Class 3 contains 48190 members 
Mstep: Class 4 contains 45194 members 
Mstep: Class 5 contains 56648 members 
Mstep: Class 6 contains 51453 members 
Mstep: Class 7 contains 21853 members 
Mstep: Class 8 contains 43839 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 45471 members 
Mstep: Class 11 contains 30472 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 47210 members 
Mstep: Class 14 contains 545 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 43127 members 
Mstep: Class 17 contains 42464 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 44839 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48286 members 
Mstep: Class 22 contains 2474 members 
Mstep: Class 23 contains 49785 members 
Entering Unmasked Estep 
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Iteration 66Q: 24 clusters Score -1.268897e+08 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 43453 members 
Mstep: Class 3 contains 48222 members 
Mstep: Class 4 contains 45157 members 
Mstep: Class 5 contains 56564 members 
Mstep: Class 6 contains 51216 members 
Mstep: Class 7 contains 20823 members 
Mstep: Class 8 contains 43816 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 45501 members 
Mstep: Class 11 contains 31735 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 47132 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 43378 members 
Mstep: Class 17 contains 42443 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 44802 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48248 members 
Mstep: Class 22 contains 2476 members 
Mstep: Class 23 contains 49672 members 
Entering Unmasked Estep 
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Iteration 67Q: 24 clusters Score -1.268902e+08 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 43501 members 
Mstep: Class 3 contains 48233 members 
Mstep: Class 4 contains 45117 members 
Mstep: Class 5 contains 56483 members 
Mstep: Class 6 contains 50962 members 
Mstep: Class 7 contains 19801 members 
Mstep: Class 8 contains 43801 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 45478 members 
Mstep: Class 11 contains 33094 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 47090 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 43535 members 
Mstep: Class 17 contains 42444 members 
Mstep: Class 18 contains 1151 members 
Mstep: Class 19 contains 44725 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48252 members 
Mstep: Class 22 contains 2477 members 
Mstep: Class 23 contains 49567 members 
Entering Unmasked Estep 
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Iteration 68Q: 24 clusters Score -1.268908e+08 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 43523 members 
Mstep: Class 3 contains 48235 members 
Mstep: Class 4 contains 45113 members 
Mstep: Class 5 contains 56395 members 
Mstep: Class 6 contains 50704 members 
Mstep: Class 7 contains 18846 members 
Mstep: Class 8 contains 43838 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 45386 members 
Mstep: Class 11 contains 34558 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 47111 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 43642 members 
Mstep: Class 17 contains 42431 members 
Mstep: Class 18 contains 1152 members 
Mstep: Class 19 contains 44615 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48179 members 
Mstep: Class 22 contains 2478 members 
Mstep: Class 23 contains 49420 members 
Entering Unmasked Estep 
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Iteration 69Q: 24 clusters Score -1.268911e+08 nChanged 9291
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 43585 members 
Mstep: Class 3 contains 48215 members 
Mstep: Class 4 contains 45105 members 
Mstep: Class 5 contains 56287 members 
Mstep: Class 6 contains 50445 members 
Mstep: Class 7 contains 18007 members 
Mstep: Class 8 contains 43884 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 45252 members 
Mstep: Class 11 contains 36237 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 47004 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 43657 members 
Mstep: Class 17 contains 42369 members 
Mstep: Class 18 contains 1153 members 
Mstep: Class 19 contains 44527 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48097 members 
Mstep: Class 22 contains 2478 members 
Mstep: Class 23 contains 49237 members 
Entering Unmasked Estep 
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Iteration 70Q: 24 clusters Score -1.268917e+08 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 43563 members 
Mstep: Class 3 contains 48178 members 
Mstep: Class 4 contains 45074 members 
Mstep: Class 5 contains 56164 members 
Mstep: Class 6 contains 50150 members 
Mstep: Class 7 contains 17268 members 
Mstep: Class 8 contains 43844 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 45085 members 
Mstep: Class 11 contains 38087 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 46896 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 43656 members 
Mstep: Class 17 contains 42229 members 
Mstep: Class 18 contains 1154 members 
Mstep: Class 19 contains 44451 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 48061 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 49131 members 
Entering Unmasked Estep 
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Iteration 71Q: 24 clusters Score -1.268933e+08 nChanged 9093
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 43537 members 
Mstep: Class 3 contains 48042 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 56021 members 
Mstep: Class 6 contains 49848 members 
Mstep: Class 7 contains 16662 members 
Mstep: Class 8 contains 43806 members 
Mstep: Class 9 contains 475 members 
Mstep: Class 10 contains 44940 members 
Mstep: Class 11 contains 40067 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 46735 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 43615 members 
Mstep: Class 17 contains 42140 members 
Mstep: Class 18 contains 1156 members 
Mstep: Class 19 contains 44357 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 47997 members 
Mstep: Class 22 contains 2480 members 
Mstep: Class 23 contains 49007 members 
Entering Unmasked Estep 
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Iteration 72Q: 24 clusters Score -1.268948e+08 nChanged 9186
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 43566 members 
Mstep: Class 3 contains 47894 members 
Mstep: Class 4 contains 44980 members 
Mstep: Class 5 contains 55817 members 
Mstep: Class 6 contains 49559 members 
Mstep: Class 7 contains 16148 members 
Mstep: Class 8 contains 43723 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 44680 members 
Mstep: Class 11 contains 42240 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 46497 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 43583 members 
Mstep: Class 17 contains 42021 members 
Mstep: Class 18 contains 1158 members 
Mstep: Class 19 contains 44276 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 47879 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 48898 members 
Entering Unmasked Estep 
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Iteration 73Q: 24 clusters Score -1.268959e+08 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 43503 members 
Mstep: Class 3 contains 47737 members 
Mstep: Class 4 contains 44959 members 
Mstep: Class 5 contains 55476 members 
Mstep: Class 6 contains 49374 members 
Mstep: Class 7 contains 15698 members 
Mstep: Class 8 contains 43676 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 44517 members 
Mstep: Class 11 contains 44381 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 46196 members 
Mstep: Class 14 contains 549 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 43544 members 
Mstep: Class 17 contains 41917 members 
Mstep: Class 18 contains 1160 members 
Mstep: Class 19 contains 44172 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 47732 members 
Mstep: Class 22 contains 2480 members 
Mstep: Class 23 contains 48815 members 
Entering Unmasked Estep 
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Iteration 74Q: 24 clusters Score -1.268963e+08 nChanged 9119
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 43495 members 
Mstep: Class 3 contains 47532 members 
Mstep: Class 4 contains 44905 members 
Mstep: Class 5 contains 55057 members 
Mstep: Class 6 contains 49145 members 
Mstep: Class 7 contains 15314 members 
Mstep: Class 8 contains 43671 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 44482 members 
Mstep: Class 11 contains 45965 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 46316 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 43489 members 
Mstep: Class 17 contains 41895 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 44071 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 47623 members 
Mstep: Class 22 contains 2480 members 
Mstep: Class 23 contains 48689 members 
Entering Unmasked Estep 
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Iteration 75Q: 24 clusters Score -1.268974e+08 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 43468 members 
Mstep: Class 3 contains 47398 members 
Mstep: Class 4 contains 44825 members 
Mstep: Class 5 contains 54654 members 
Mstep: Class 6 contains 49008 members 
Mstep: Class 7 contains 14966 members 
Mstep: Class 8 contains 43614 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 44502 members 
Mstep: Class 11 contains 47014 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 46646 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 43396 members 
Mstep: Class 17 contains 41924 members 
Mstep: Class 18 contains 1166 members 
Mstep: Class 19 contains 43993 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 47554 members 
Mstep: Class 22 contains 2478 members 
Mstep: Class 23 contains 48625 members 
Entering Unmasked Estep 
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Iteration 76Q: 24 clusters Score -1.268982e+08 nChanged 8496
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 43473 members 
Mstep: Class 3 contains 47281 members 
Mstep: Class 4 contains 44777 members 
Mstep: Class 5 contains 54193 members 
Mstep: Class 6 contains 48818 members 
Mstep: Class 7 contains 14696 members 
Mstep: Class 8 contains 43675 members 
Mstep: Class 9 contains 479 members 
Mstep: Class 10 contains 44527 members 
Mstep: Class 11 contains 47587 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 47205 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 43327 members 
Mstep: Class 17 contains 42061 members 
Mstep: Class 18 contains 1168 members 
Mstep: Class 19 contains 43925 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 47418 members 
Mstep: Class 22 contains 2477 members 
Mstep: Class 23 contains 48550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126898296.000000 Penalty: 76758.679688
Iteration 77Q: 24 clusters Score -1.268983e+08 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 43462 members 
Mstep: Class 3 contains 47216 members 
Mstep: Class 4 contains 44670 members 
Mstep: Class 5 contains 53886 members 
Mstep: Class 6 contains 48706 members 
Mstep: Class 7 contains 14465 members 
Mstep: Class 8 contains 43803 members 
Mstep: Class 9 contains 481 members 
Mstep: Class 10 contains 44470 members 
Mstep: Class 11 contains 47806 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 47830 members 
Mstep: Class 14 contains 547 members 
Mstep: Class 15 contains 922 members 
Mstep: Class 16 contains 43225 members 
Mstep: Class 17 contains 42170 members 
Mstep: Class 18 contains 1170 members 
Mstep: Class 19 contains 43868 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 47363 members 
Mstep: Class 22 contains 2478 members 
Mstep: Class 23 contains 48512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126898312.000000 Penalty: 76758.679688
Iteration 78Q: 24 clusters Score -1.268983e+08 nChanged 7509
Entering ConstructFrom: 
Score: -126898312.000000 Penalty: 76758.679688
Entering ConstructFrom: 
Trying to split cluster 1 (30727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Entering Unmasked Estep 
Score: -5502914.000000 Penalty: 2562.558594
	Iteration 0F: 2 clusters Score -5502914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -5481741.500000 Penalty: 5125.117188
	Iteration 0F: 3 clusters Score -5481742 nChanged 13976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -5489341.500000 Penalty: 5125.117188
	Iteration 1F: 3 clusters Score -5489342 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -5489933.500000 Penalty: 5125.117188
	Iteration 2F: 3 clusters Score -5489934 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -5490596.000000 Penalty: 5125.117188
	Iteration 3Q: 3 clusters Score -5490596 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -5491391.000000 Penalty: 5125.117188
	Iteration 4F: 3 clusters Score -5491391 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -5492495.000000 Penalty: 5125.117188
	Iteration 5F: 3 clusters Score -5492495 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -5494075.000000 Penalty: 5125.117188
	Iteration 6F: 3 clusters Score -5494075 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -5496004.500000 Penalty: 5125.117188
	Iteration 7F: 3 clusters Score -5496004 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -5497868.500000 Penalty: 5125.117188
	Iteration 8F: 3 clusters Score -5497868 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5499280.500000 Penalty: 5125.117188
	Iteration 9Q: 3 clusters Score -5499280 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5500180.000000 Penalty: 5125.117188
	Iteration 10Q: 3 clusters Score -5500180 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5500639.000000 Penalty: 5125.117188
	Iteration 11Q: 3 clusters Score -5500639 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5500875.000000 Penalty: 5125.117188
	Iteration 12Q: 3 clusters Score -5500875 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5500966.500000 Penalty: 5125.117188
	Iteration 13Q: 3 clusters Score -5500966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -5501022.500000 Penalty: 5125.117188
	Iteration 14Q: 3 clusters Score -5501022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5501057.000000 Penalty: 5125.117188
	Iteration 15Q: 3 clusters Score -5501057 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5501077.500000 Penalty: 5125.117188
	Iteration 16Q: 3 clusters Score -5501078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5501093.000000 Penalty: 5125.117188
	Iteration 17Q: 3 clusters Score -5501093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5501106.000000 Penalty: 5125.117188
	Iteration 18Q: 3 clusters Score -5501106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5501119.500000 Penalty: 5125.117188
	Iteration 19Q: 3 clusters Score -5501120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5501119.000000 Penalty: 5125.117188
	Iteration 20F: 3 clusters Score -5501119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5501122.000000 Penalty: 5125.117188
	Iteration 21Q: 3 clusters Score -5501122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5501114.000000 Penalty: 5125.117188
	Iteration 22Q: 3 clusters Score -5501114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5501119.000000 Penalty: 5125.117188
	Iteration 23Q: 3 clusters Score -5501119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5501128.000000 Penalty: 5125.117188
	Iteration 24Q: 3 clusters Score -5501128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5501127.000000 Penalty: 5125.117188
	Iteration 25Q: 3 clusters Score -5501127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -5501128.000000 Penalty: 5125.117188
	Iteration 26Q: 3 clusters Score -5501128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5501133.500000 Penalty: 5125.117188
	Iteration 27Q: 3 clusters Score -5501134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5501131.000000 Penalty: 5125.117188
	Iteration 28Q: 3 clusters Score -5501131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5501129.000000 Penalty: 5125.117188
	Iteration 29Q: 3 clusters Score -5501129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5501132.000000 Penalty: 5125.117188
	Iteration 30Q: 3 clusters Score -5501132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5501130.000000 Penalty: 5125.117188
	Iteration 31Q: 3 clusters Score -5501130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5501131.000000 Penalty: 5125.117188
	Iteration 32Q: 3 clusters Score -5501131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5501132.500000 Penalty: 5125.117188
	Iteration 33Q: 3 clusters Score -5501132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5501135.000000 Penalty: 5125.117188
	Iteration 34Q: 3 clusters Score -5501135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5501141.500000 Penalty: 5125.117188
	Iteration 35Q: 3 clusters Score -5501142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5501136.000000 Penalty: 5125.117188
	Iteration 36Q: 3 clusters Score -5501136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5501136.000000 Penalty: 5125.117188
	Iteration 37F: 3 clusters Score -5501136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Entering Unmasked Estep 
Score: -8011467.000000 Penalty: 2648.562744
	Iteration 0F: 2 clusters Score -8011467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -7982729.500000 Penalty: 5297.125488
	Iteration 0F: 3 clusters Score -7982730 nChanged 19967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -7993582.000000 Penalty: 5297.125488
	Iteration 1F: 3 clusters Score -7993582 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -7994112.000000 Penalty: 5297.125488
	Iteration 2Q: 3 clusters Score -7994112 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -7994627.500000 Penalty: 5297.125488
	Iteration 3Q: 3 clusters Score -7994628 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -7995464.000000 Penalty: 5297.125488
	Iteration 4Q: 3 clusters Score -7995464 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -7996607.000000 Penalty: 5297.125488
	Iteration 5F: 3 clusters Score -7996607 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -7998187.500000 Penalty: 5297.125488
	Iteration 6F: 3 clusters Score -7998188 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -8000306.500000 Penalty: 5297.125488
	Iteration 7F: 3 clusters Score -8000306 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -8002978.500000 Penalty: 5297.125488
	Iteration 8F: 3 clusters Score -8002978 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -8005702.000000 Penalty: 5297.125488
	Iteration 9F: 3 clusters Score -8005702 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -8007781.000000 Penalty: 5297.125488
	Iteration 10Q: 3 clusters Score -8007781 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -8008699.500000 Penalty: 5297.125488
	Iteration 11Q: 3 clusters Score -8008700 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -8009004.000000 Penalty: 5297.125488
	Iteration 12Q: 3 clusters Score -8009004 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -8009151.500000 Penalty: 5297.125488
	Iteration 13Q: 3 clusters Score -8009152 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -8009269.500000 Penalty: 5297.125488
	Iteration 14Q: 3 clusters Score -8009270 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -8009337.500000 Penalty: 5297.125488
	Iteration 15Q: 3 clusters Score -8009338 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -8009412.000000 Penalty: 5297.125488
	Iteration 16Q: 3 clusters Score -8009412 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -8009451.000000 Penalty: 5297.125488
	Iteration 17Q: 3 clusters Score -8009451 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -8009484.000000 Penalty: 5297.125488
	Iteration 18Q: 3 clusters Score -8009484 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -8009525.000000 Penalty: 5297.125488
	Iteration 19Q: 3 clusters Score -8009525 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -8009558.500000 Penalty: 5297.125488
	Iteration 20F: 3 clusters Score -8009558 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -8009596.000000 Penalty: 5297.125488
	Iteration 21Q: 3 clusters Score -8009596 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -8009630.000000 Penalty: 5297.125488
	Iteration 22Q: 3 clusters Score -8009630 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -8009663.000000 Penalty: 5297.125488
	Iteration 23Q: 3 clusters Score -8009663 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -8009697.000000 Penalty: 5297.125488
	Iteration 24Q: 3 clusters Score -8009697 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -8009721.500000 Penalty: 5297.125488
	Iteration 25Q: 3 clusters Score -8009722 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -8009732.000000 Penalty: 5297.125488
	Iteration 26Q: 3 clusters Score -8009732 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -8009746.500000 Penalty: 5297.125488
	Iteration 27Q: 3 clusters Score -8009746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -8009759.000000 Penalty: 5297.125488
	Iteration 28Q: 3 clusters Score -8009759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -8009788.500000 Penalty: 5297.125488
	Iteration 29Q: 3 clusters Score -8009788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -8009812.500000 Penalty: 5297.125488
	Iteration 30Q: 3 clusters Score -8009812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -8009823.000000 Penalty: 5297.125488
	Iteration 31Q: 3 clusters Score -8009823 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -8009829.500000 Penalty: 5297.125488
	Iteration 32Q: 3 clusters Score -8009830 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -8009870.500000 Penalty: 5297.125488
	Iteration 33Q: 3 clusters Score -8009870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -8009891.500000 Penalty: 5297.125488
	Iteration 34Q: 3 clusters Score -8009892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -8009916.000000 Penalty: 5297.125488
	Iteration 35Q: 3 clusters Score -8009916 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -8009917.500000 Penalty: 5297.125488
	Iteration 36Q: 3 clusters Score -8009918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -8009920.000000 Penalty: 5297.125488
	Iteration 37Q: 3 clusters Score -8009920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -8009933.500000 Penalty: 5297.125488
	Iteration 38Q: 3 clusters Score -8009934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -8009944.000000 Penalty: 5297.125488
	Iteration 39Q: 3 clusters Score -8009944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -8009957.500000 Penalty: 5297.125488
	Iteration 40F: 3 clusters Score -8009958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -8009958.000000 Penalty: 5297.125488
	Iteration 41Q: 3 clusters Score -8009958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -8009963.000000 Penalty: 5297.125488
	Iteration 42Q: 3 clusters Score -8009963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -8009975.500000 Penalty: 5297.125488
	Iteration 43Q: 3 clusters Score -8009976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -8009964.500000 Penalty: 5297.125488
	Iteration 44Q: 3 clusters Score -8009964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -8009981.500000 Penalty: 5297.125488
	Iteration 45Q: 3 clusters Score -8009982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -8009985.500000 Penalty: 5297.125488
	Iteration 46Q: 3 clusters Score -8009986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -8009993.500000 Penalty: 5297.125488
	Iteration 47Q: 3 clusters Score -8009994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -8009993.500000 Penalty: 5297.125488
	Iteration 48Q: 3 clusters Score -8009994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -8010003.000000 Penalty: 5297.125488
	Iteration 49Q: 3 clusters Score -8010003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -8009999.500000 Penalty: 5297.125488
	Iteration 50Q: 3 clusters Score -8010000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -8009989.000000 Penalty: 5297.125488
	Iteration 51Q: 3 clusters Score -8009989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -8009990.000000 Penalty: 5297.125488
	Iteration 52Q: 3 clusters Score -8009990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -8009989.500000 Penalty: 5297.125488
	Iteration 53Q: 3 clusters Score -8009990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -8009988.000000 Penalty: 5297.125488
	Iteration 54Q: 3 clusters Score -8009988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -8009987.500000 Penalty: 5297.125488
	Iteration 55Q: 3 clusters Score -8009988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -8010002.000000 Penalty: 5297.125488
	Iteration 56Q: 3 clusters Score -8010002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -8009999.500000 Penalty: 5297.125488
	Iteration 57Q: 3 clusters Score -8010000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -8010009.500000 Penalty: 5297.125488
	Iteration 58Q: 3 clusters Score -8010010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -8010011.000000 Penalty: 5297.125488
	Iteration 59Q: 3 clusters Score -8010011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -8010007.500000 Penalty: 5297.125488
	Iteration 60F: 3 clusters Score -8010008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -8010003.500000 Penalty: 5297.125488
	Iteration 61Q: 3 clusters Score -8010004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -8010003.000000 Penalty: 5297.125488
	Iteration 62Q: 3 clusters Score -8010003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -8010017.000000 Penalty: 5297.125488
	Iteration 63Q: 3 clusters Score -8010017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -8010012.500000 Penalty: 5297.125488
	Iteration 64Q: 3 clusters Score -8010012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -8010013.000000 Penalty: 5297.125488
	Iteration 65Q: 3 clusters Score -8010013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -8010015.500000 Penalty: 5297.125488
	Iteration 66Q: 3 clusters Score -8010016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -8010025.000000 Penalty: 5297.125488
	Iteration 67Q: 3 clusters Score -8010025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -8010023.000000 Penalty: 5297.125488
	Iteration 68Q: 3 clusters Score -8010023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -8010022.500000 Penalty: 5297.125488
	Iteration 69Q: 3 clusters Score -8010022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -8010016.000000 Penalty: 5297.125488
	Iteration 70Q: 3 clusters Score -8010016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -8010022.000000 Penalty: 5297.125488
	Iteration 71Q: 3 clusters Score -8010022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -8010022.000000 Penalty: 5297.125488
	Iteration 72F: 3 clusters Score -8010022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Entering Unmasked Estep 
Score: -8831771.000000 Penalty: 2669.007812
	Iteration 0F: 2 clusters Score -8831771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -8803436.000000 Penalty: 5338.015625
	Iteration 0F: 3 clusters Score -8803436 nChanged 21581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -8815500.000000 Penalty: 5338.015625
	Iteration 1F: 3 clusters Score -8815500 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -8816104.000000 Penalty: 5338.015625
	Iteration 2Q: 3 clusters Score -8816104 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -8816760.000000 Penalty: 5338.015625
	Iteration 3Q: 3 clusters Score -8816760 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -8817585.000000 Penalty: 5338.015625
	Iteration 4Q: 3 clusters Score -8817585 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -8818744.000000 Penalty: 5338.015625
	Iteration 5F: 3 clusters Score -8818744 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -8820292.000000 Penalty: 5338.015625
	Iteration 6F: 3 clusters Score -8820292 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -8822440.000000 Penalty: 5338.015625
	Iteration 7F: 3 clusters Score -8822440 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -8824880.000000 Penalty: 5338.015625
	Iteration 8F: 3 clusters Score -8824880 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -8826929.000000 Penalty: 5338.015625
	Iteration 9F: 3 clusters Score -8826929 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -8828446.000000 Penalty: 5338.015625
	Iteration 10Q: 3 clusters Score -8828446 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -8829468.000000 Penalty: 5338.015625
	Iteration 11Q: 3 clusters Score -8829468 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -8830091.000000 Penalty: 5338.015625
	Iteration 12Q: 3 clusters Score -8830091 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -8830273.000000 Penalty: 5338.015625
	Iteration 13Q: 3 clusters Score -8830273 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -8830359.000000 Penalty: 5338.015625
	Iteration 14Q: 3 clusters Score -8830359 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -8830351.000000 Penalty: 5338.015625
	Iteration 15Q: 3 clusters Score -8830351 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -8830327.000000 Penalty: 5338.015625
	Iteration 16Q: 3 clusters Score -8830327 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -8830106.000000 Penalty: 5338.015625
	Iteration 17Q: 3 clusters Score -8830106 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -8829974.000000 Penalty: 5338.015625
	Iteration 18Q: 3 clusters Score -8829974 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -8829912.000000 Penalty: 5338.015625
	Iteration 19Q: 3 clusters Score -8829912 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -8829902.000000 Penalty: 5338.015625
	Iteration 20F: 3 clusters Score -8829902 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -8829882.000000 Penalty: 5338.015625
	Iteration 21Q: 3 clusters Score -8829882 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -8829873.000000 Penalty: 5338.015625
	Iteration 22Q: 3 clusters Score -8829873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -8829856.000000 Penalty: 5338.015625
	Iteration 23Q: 3 clusters Score -8829856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -8829852.000000 Penalty: 5338.015625
	Iteration 24Q: 3 clusters Score -8829852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -8829856.000000 Penalty: 5338.015625
	Iteration 25Q: 3 clusters Score -8829856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -8829863.000000 Penalty: 5338.015625
	Iteration 26Q: 3 clusters Score -8829863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -8829868.000000 Penalty: 5338.015625
	Iteration 27Q: 3 clusters Score -8829868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -8829863.000000 Penalty: 5338.015625
	Iteration 28Q: 3 clusters Score -8829863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -8829861.000000 Penalty: 5338.015625
	Iteration 29Q: 3 clusters Score -8829861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -8829858.000000 Penalty: 5338.015625
	Iteration 30Q: 3 clusters Score -8829858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -8829863.000000 Penalty: 5338.015625
	Iteration 31Q: 3 clusters Score -8829863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -8829863.000000 Penalty: 5338.015625
	Iteration 32F: 3 clusters Score -8829863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Entering Unmasked Estep 
Score: -8209488.000000 Penalty: 2655.022461
	Iteration 0F: 2 clusters Score -8209488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -8180058.000000 Penalty: 5310.044922
	Iteration 0F: 3 clusters Score -8180058 nChanged 20570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -8191187.500000 Penalty: 5310.044922
	Iteration 1F: 3 clusters Score -8191188 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -8191804.500000 Penalty: 5310.044922
	Iteration 2Q: 3 clusters Score -8191804 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -8192502.000000 Penalty: 5310.044922
	Iteration 3Q: 3 clusters Score -8192502 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -8193480.500000 Penalty: 5310.044922
	Iteration 4Q: 3 clusters Score -8193480 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -8194667.000000 Penalty: 5310.044922
	Iteration 5Q: 3 clusters Score -8194667 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -8196310.000000 Penalty: 5310.044922
	Iteration 6F: 3 clusters Score -8196310 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -8198210.500000 Penalty: 5310.044922
	Iteration 7F: 3 clusters Score -8198210 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -8200272.500000 Penalty: 5310.044922
	Iteration 8F: 3 clusters Score -8200272 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -8202405.500000 Penalty: 5310.044922
	Iteration 9F: 3 clusters Score -8202406 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -8204089.500000 Penalty: 5310.044922
	Iteration 10F: 3 clusters Score -8204090 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -8204940.500000 Penalty: 5310.044922
	Iteration 11Q: 3 clusters Score -8204940 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -8205422.000000 Penalty: 5310.044922
	Iteration 12Q: 3 clusters Score -8205422 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -8205739.000000 Penalty: 5310.044922
	Iteration 13Q: 3 clusters Score -8205739 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -8206011.000000 Penalty: 5310.044922
	Iteration 14Q: 3 clusters Score -8206011 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -8206295.000000 Penalty: 5310.044922
	Iteration 15Q: 3 clusters Score -8206295 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -8206532.000000 Penalty: 5310.044922
	Iteration 16Q: 3 clusters Score -8206532 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -8206762.000000 Penalty: 5310.044922
	Iteration 17Q: 3 clusters Score -8206762 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -8206921.000000 Penalty: 5310.044922
	Iteration 18Q: 3 clusters Score -8206921 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -8207064.500000 Penalty: 5310.044922
	Iteration 19Q: 3 clusters Score -8207064 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -8207221.500000 Penalty: 5310.044922
	Iteration 20F: 3 clusters Score -8207222 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -8207380.500000 Penalty: 5310.044922
	Iteration 21Q: 3 clusters Score -8207380 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -8207516.500000 Penalty: 5310.044922
	Iteration 22Q: 3 clusters Score -8207516 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -8207623.500000 Penalty: 5310.044922
	Iteration 23Q: 3 clusters Score -8207624 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -8207732.500000 Penalty: 5310.044922
	Iteration 24Q: 3 clusters Score -8207732 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -8207825.000000 Penalty: 5310.044922
	Iteration 25Q: 3 clusters Score -8207825 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -8207916.500000 Penalty: 5310.044922
	Iteration 26Q: 3 clusters Score -8207916 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -8208063.500000 Penalty: 5310.044922
	Iteration 27Q: 3 clusters Score -8208064 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -8208138.000000 Penalty: 5310.044922
	Iteration 28Q: 3 clusters Score -8208138 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -8208231.000000 Penalty: 5310.044922
	Iteration 29Q: 3 clusters Score -8208231 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -8208287.500000 Penalty: 5310.044922
	Iteration 30Q: 3 clusters Score -8208288 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -8208340.000000 Penalty: 5310.044922
	Iteration 31Q: 3 clusters Score -8208340 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -8208400.500000 Penalty: 5310.044922
	Iteration 32Q: 3 clusters Score -8208400 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -8208453.000000 Penalty: 5310.044922
	Iteration 33Q: 3 clusters Score -8208453 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -8208474.000000 Penalty: 5310.044922
	Iteration 34Q: 3 clusters Score -8208474 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8208539.000000 Penalty: 5310.044922
	Iteration 35Q: 3 clusters Score -8208539 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -8208550.500000 Penalty: 5310.044922
	Iteration 36Q: 3 clusters Score -8208550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -8208580.500000 Penalty: 5310.044922
	Iteration 37Q: 3 clusters Score -8208580 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -8208614.000000 Penalty: 5310.044922
	Iteration 38Q: 3 clusters Score -8208614 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8208629.500000 Penalty: 5310.044922
	Iteration 39Q: 3 clusters Score -8208630 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -8208653.000000 Penalty: 5310.044922
	Iteration 40F: 3 clusters Score -8208653 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -8208695.000000 Penalty: 5310.044922
	Iteration 41Q: 3 clusters Score -8208695 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -8208716.000000 Penalty: 5310.044922
	Iteration 42Q: 3 clusters Score -8208716 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -8208713.000000 Penalty: 5310.044922
	Iteration 43Q: 3 clusters Score -8208713 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -8208738.000000 Penalty: 5310.044922
	Iteration 44Q: 3 clusters Score -8208738 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8208764.500000 Penalty: 5310.044922
	Iteration 45Q: 3 clusters Score -8208764 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8208778.000000 Penalty: 5310.044922
	Iteration 46Q: 3 clusters Score -8208778 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -8208786.000000 Penalty: 5310.044922
	Iteration 47Q: 3 clusters Score -8208786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -8208789.000000 Penalty: 5310.044922
	Iteration 48Q: 3 clusters Score -8208789 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8208814.000000 Penalty: 5310.044922
	Iteration 49Q: 3 clusters Score -8208814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -8208819.500000 Penalty: 5310.044922
	Iteration 50Q: 3 clusters Score -8208820 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -8208827.000000 Penalty: 5310.044922
	Iteration 51Q: 3 clusters Score -8208827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -8208835.500000 Penalty: 5310.044922
	Iteration 52Q: 3 clusters Score -8208836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8208838.000000 Penalty: 5310.044922
	Iteration 53Q: 3 clusters Score -8208838 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -8208854.000000 Penalty: 5310.044922
	Iteration 54Q: 3 clusters Score -8208854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8208840.000000 Penalty: 5310.044922
	Iteration 55Q: 3 clusters Score -8208840 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -8208845.000000 Penalty: 5310.044922
	Iteration 56Q: 3 clusters Score -8208845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8208852.000000 Penalty: 5310.044922
	Iteration 57Q: 3 clusters Score -8208852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8208837.500000 Penalty: 5310.044922
	Iteration 58Q: 3 clusters Score -8208838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8208841.500000 Penalty: 5310.044922
	Iteration 59Q: 3 clusters Score -8208842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8208855.000000 Penalty: 5310.044922
	Iteration 60F: 3 clusters Score -8208855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -8208862.500000 Penalty: 5310.044922
	Iteration 61Q: 3 clusters Score -8208862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8208862.500000 Penalty: 5310.044922
	Iteration 62Q: 3 clusters Score -8208862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8208862.000000 Penalty: 5310.044922
	Iteration 63Q: 3 clusters Score -8208862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8208864.000000 Penalty: 5310.044922
	Iteration 64Q: 3 clusters Score -8208864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8208861.500000 Penalty: 5310.044922
	Iteration 65Q: 3 clusters Score -8208862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -8208877.000000 Penalty: 5310.044922
	Iteration 66Q: 3 clusters Score -8208877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8208870.500000 Penalty: 5310.044922
	Iteration 67Q: 3 clusters Score -8208870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8208850.000000 Penalty: 5310.044922
	Iteration 68Q: 3 clusters Score -8208850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8208855.000000 Penalty: 5310.044922
	Iteration 69Q: 3 clusters Score -8208855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8208851.500000 Penalty: 5310.044922
	Iteration 70Q: 3 clusters Score -8208852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -8208861.000000 Penalty: 5310.044922
	Iteration 71Q: 3 clusters Score -8208861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8208845.000000 Penalty: 5310.044922
	Iteration 72Q: 3 clusters Score -8208845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8208846.500000 Penalty: 5310.044922
	Iteration 73Q: 3 clusters Score -8208846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8208845.000000 Penalty: 5310.044922
	Iteration 74Q: 3 clusters Score -8208845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8208851.000000 Penalty: 5310.044922
	Iteration 75Q: 3 clusters Score -8208851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8208845.000000 Penalty: 5310.044922
	Iteration 76Q: 3 clusters Score -8208845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8208835.000000 Penalty: 5310.044922
	Iteration 77Q: 3 clusters Score -8208835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8208839.000000 Penalty: 5310.044922
	Iteration 78Q: 3 clusters Score -8208839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8208846.500000 Penalty: 5310.044922
	Iteration 79Q: 3 clusters Score -8208846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8208851.000000 Penalty: 5310.044922
	Iteration 80F: 3 clusters Score -8208851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8208850.000000 Penalty: 5310.044922
	Iteration 81Q: 3 clusters Score -8208850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8208853.500000 Penalty: 5310.044922
	Iteration 82Q: 3 clusters Score -8208854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8208847.500000 Penalty: 5310.044922
	Iteration 83Q: 3 clusters Score -8208848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8208844.000000 Penalty: 5310.044922
	Iteration 84Q: 3 clusters Score -8208844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8208844.000000 Penalty: 5310.044922
	Iteration 85F: 3 clusters Score -8208844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53607 members 
Entering Unmasked Estep 
Score: -10016391.000000 Penalty: 2700.579834
	Iteration 0F: 2 clusters Score -1.001639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -9986653.000000 Penalty: 5401.159668
	Iteration 0F: 3 clusters Score -9986653 nChanged 25104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -10001011.000000 Penalty: 5401.159668
	Iteration 1F: 3 clusters Score -1.000101e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -10001998.000000 Penalty: 5401.159668
	Iteration 2Q: 3 clusters Score -1.0002e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -10003184.000000 Penalty: 5401.159668
	Iteration 3F: 3 clusters Score -1.000318e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -10004684.000000 Penalty: 5401.159668
	Iteration 4F: 3 clusters Score -1.000468e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -10006509.000000 Penalty: 5401.159668
	Iteration 5F: 3 clusters Score -1.000651e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -10008709.000000 Penalty: 5401.159668
	Iteration 6F: 3 clusters Score -1.000871e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -10010997.000000 Penalty: 5401.159668
	Iteration 7F: 3 clusters Score -1.0011e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -10012855.000000 Penalty: 5401.159668
	Iteration 8F: 3 clusters Score -1.001286e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -10013669.000000 Penalty: 5401.159668
	Iteration 9Q: 3 clusters Score -1.001367e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -10013964.000000 Penalty: 5401.159668
	Iteration 10Q: 3 clusters Score -1.001396e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -10014159.000000 Penalty: 5401.159668
	Iteration 11Q: 3 clusters Score -1.001416e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -10014289.000000 Penalty: 5401.159668
	Iteration 12Q: 3 clusters Score -1.001429e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -10014361.000000 Penalty: 5401.159668
	Iteration 13Q: 3 clusters Score -1.001436e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -10014485.000000 Penalty: 5401.159668
	Iteration 14Q: 3 clusters Score -1.001448e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -10014556.000000 Penalty: 5401.159668
	Iteration 15Q: 3 clusters Score -1.001456e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -10014622.000000 Penalty: 5401.159668
	Iteration 16Q: 3 clusters Score -1.001462e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -10014668.000000 Penalty: 5401.159668
	Iteration 17Q: 3 clusters Score -1.001467e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -10014695.000000 Penalty: 5401.159668
	Iteration 18Q: 3 clusters Score -1.00147e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -10014707.000000 Penalty: 5401.159668
	Iteration 19Q: 3 clusters Score -1.001471e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -10014703.000000 Penalty: 5401.159668
	Iteration 20F: 3 clusters Score -1.00147e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -10014717.000000 Penalty: 5401.159668
	Iteration 21Q: 3 clusters Score -1.001472e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -10014740.000000 Penalty: 5401.159668
	Iteration 22Q: 3 clusters Score -1.001474e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -10014712.000000 Penalty: 5401.159668
	Iteration 23Q: 3 clusters Score -1.001471e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -10014758.000000 Penalty: 5401.159668
	Iteration 24Q: 3 clusters Score -1.001476e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -10014795.000000 Penalty: 5401.159668
	Iteration 25Q: 3 clusters Score -1.00148e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -10014841.000000 Penalty: 5401.159668
	Iteration 26Q: 3 clusters Score -1.001484e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -10014847.000000 Penalty: 5401.159668
	Iteration 27Q: 3 clusters Score -1.001485e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -10014866.000000 Penalty: 5401.159668
	Iteration 28Q: 3 clusters Score -1.001487e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -10014891.000000 Penalty: 5401.159668
	Iteration 29Q: 3 clusters Score -1.001489e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -10014897.000000 Penalty: 5401.159668
	Iteration 30Q: 3 clusters Score -1.00149e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -10014894.000000 Penalty: 5401.159668
	Iteration 31Q: 3 clusters Score -1.001489e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -10014917.000000 Penalty: 5401.159668
	Iteration 32Q: 3 clusters Score -1.001492e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -10014880.000000 Penalty: 5401.159668
	Iteration 33Q: 3 clusters Score -1.001488e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -10014917.000000 Penalty: 5401.159668
	Iteration 34Q: 3 clusters Score -1.001492e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -10014926.000000 Penalty: 5401.159668
	Iteration 35Q: 3 clusters Score -1.001493e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -10014908.000000 Penalty: 5401.159668
	Iteration 36Q: 3 clusters Score -1.001491e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -10014934.000000 Penalty: 5401.159668
	Iteration 37Q: 3 clusters Score -1.001493e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -10014994.000000 Penalty: 5401.159668
	Iteration 38Q: 3 clusters Score -1.001499e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -10015020.000000 Penalty: 5401.159668
	Iteration 39Q: 3 clusters Score -1.001502e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -10015021.000000 Penalty: 5401.159668
	Iteration 40F: 3 clusters Score -1.001502e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -10015043.000000 Penalty: 5401.159668
	Iteration 41Q: 3 clusters Score -1.001504e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -10015087.000000 Penalty: 5401.159668
	Iteration 42Q: 3 clusters Score -1.001509e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -10015114.000000 Penalty: 5401.159668
	Iteration 43Q: 3 clusters Score -1.001511e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -10015122.000000 Penalty: 5401.159668
	Iteration 44Q: 3 clusters Score -1.001512e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -10015167.000000 Penalty: 5401.159668
	Iteration 45Q: 3 clusters Score -1.001517e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -10015157.000000 Penalty: 5401.159668
	Iteration 46Q: 3 clusters Score -1.001516e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -10015224.000000 Penalty: 5401.159668
	Iteration 47Q: 3 clusters Score -1.001522e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -10015254.000000 Penalty: 5401.159668
	Iteration 48Q: 3 clusters Score -1.001525e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -10015307.000000 Penalty: 5401.159668
	Iteration 49Q: 3 clusters Score -1.001531e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -10015349.000000 Penalty: 5401.159668
	Iteration 50Q: 3 clusters Score -1.001535e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -10015356.000000 Penalty: 5401.159668
	Iteration 51Q: 3 clusters Score -1.001536e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -10015399.000000 Penalty: 5401.159668
	Iteration 52Q: 3 clusters Score -1.00154e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -10015433.000000 Penalty: 5401.159668
	Iteration 53Q: 3 clusters Score -1.001543e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -10015423.000000 Penalty: 5401.159668
	Iteration 54Q: 3 clusters Score -1.001542e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -10015483.000000 Penalty: 5401.159668
	Iteration 55Q: 3 clusters Score -1.001548e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -10015479.000000 Penalty: 5401.159668
	Iteration 56Q: 3 clusters Score -1.001548e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -10015543.000000 Penalty: 5401.159668
	Iteration 57Q: 3 clusters Score -1.001554e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -10015566.000000 Penalty: 5401.159668
	Iteration 58Q: 3 clusters Score -1.001557e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -10015673.000000 Penalty: 5401.159668
	Iteration 59Q: 3 clusters Score -1.001567e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -10015775.000000 Penalty: 5401.159668
	Iteration 60F: 3 clusters Score -1.001578e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -10015830.000000 Penalty: 5401.159668
	Iteration 61Q: 3 clusters Score -1.001583e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -10015834.000000 Penalty: 5401.159668
	Iteration 62Q: 3 clusters Score -1.001583e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -10015912.000000 Penalty: 5401.159668
	Iteration 63Q: 3 clusters Score -1.001591e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -10015959.000000 Penalty: 5401.159668
	Iteration 64Q: 3 clusters Score -1.001596e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -10016031.000000 Penalty: 5401.159668
	Iteration 65Q: 3 clusters Score -1.001603e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -10016101.000000 Penalty: 5401.159668
	Iteration 66Q: 3 clusters Score -1.00161e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -10016190.000000 Penalty: 5401.159668
	Iteration 67Q: 3 clusters Score -1.001619e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -10016281.000000 Penalty: 5401.159668
	Iteration 68Q: 3 clusters Score -1.001628e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -10016362.000000 Penalty: 5401.159668
	Iteration 69Q: 3 clusters Score -1.001636e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -10016432.000000 Penalty: 5401.159668
	Iteration 70Q: 3 clusters Score -1.001643e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -10016460.000000 Penalty: 5401.159668
	Iteration 71Q: 3 clusters Score -1.001646e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -10016468.000000 Penalty: 5401.159668
	Iteration 72Q: 3 clusters Score -1.001647e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -10016476.000000 Penalty: 5401.159668
	Iteration 73Q: 3 clusters Score -1.001648e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -10016487.000000 Penalty: 5401.159668
	Iteration 74Q: 3 clusters Score -1.001649e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -10016515.000000 Penalty: 5401.159668
	Iteration 75Q: 3 clusters Score -1.001652e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -10016564.000000 Penalty: 5401.159668
	Iteration 76Q: 3 clusters Score -1.001656e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -10016548.000000 Penalty: 5401.159668
	Iteration 77Q: 3 clusters Score -1.001655e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -10016561.000000 Penalty: 5401.159668
	Iteration 78Q: 3 clusters Score -1.001656e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -10016548.000000 Penalty: 5401.159668
	Iteration 79Q: 3 clusters Score -1.001655e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -10016542.000000 Penalty: 5401.159668
	Iteration 80F: 3 clusters Score -1.001654e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -10016548.000000 Penalty: 5401.159668
	Iteration 81Q: 3 clusters Score -1.001655e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -10016538.000000 Penalty: 5401.159668
	Iteration 82Q: 3 clusters Score -1.001654e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -10016528.000000 Penalty: 5401.159668
	Iteration 83Q: 3 clusters Score -1.001653e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -10016512.000000 Penalty: 5401.159668
	Iteration 84Q: 3 clusters Score -1.001651e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -10016541.000000 Penalty: 5401.159668
	Iteration 85Q: 3 clusters Score -1.001654e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -10016535.000000 Penalty: 5401.159668
	Iteration 86Q: 3 clusters Score -1.001654e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -10016532.000000 Penalty: 5401.159668
	Iteration 87Q: 3 clusters Score -1.001653e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -10016499.000000 Penalty: 5401.159668
	Iteration 88Q: 3 clusters Score -1.00165e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -10016458.000000 Penalty: 5401.159668
	Iteration 89Q: 3 clusters Score -1.001646e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -10016456.000000 Penalty: 5401.159668
	Iteration 90Q: 3 clusters Score -1.001646e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -10016443.000000 Penalty: 5401.159668
	Iteration 91Q: 3 clusters Score -1.001644e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -10016439.000000 Penalty: 5401.159668
	Iteration 92Q: 3 clusters Score -1.001644e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -10016428.000000 Penalty: 5401.159668
	Iteration 93Q: 3 clusters Score -1.001643e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -10016424.000000 Penalty: 5401.159668
	Iteration 94Q: 3 clusters Score -1.001642e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -10016414.000000 Penalty: 5401.159668
	Iteration 95Q: 3 clusters Score -1.001641e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -10016397.000000 Penalty: 5401.159668
	Iteration 96Q: 3 clusters Score -1.00164e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -10016383.000000 Penalty: 5401.159668
	Iteration 97Q: 3 clusters Score -1.001638e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -10016390.000000 Penalty: 5401.159668
	Iteration 98Q: 3 clusters Score -1.001639e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -10016379.000000 Penalty: 5401.159668
	Iteration 99Q: 3 clusters Score -1.001638e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -10016388.000000 Penalty: 5401.159668
	Iteration 100F: 3 clusters Score -1.001639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -10016370.000000 Penalty: 5401.159668
	Iteration 101Q: 3 clusters Score -1.001637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -10016385.000000 Penalty: 5401.159668
	Iteration 102Q: 3 clusters Score -1.001638e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -10016364.000000 Penalty: 5401.159668
	Iteration 103Q: 3 clusters Score -1.001636e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -10016357.000000 Penalty: 5401.159668
	Iteration 104Q: 3 clusters Score -1.001636e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -10016354.000000 Penalty: 5401.159668
	Iteration 105Q: 3 clusters Score -1.001635e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -10016340.000000 Penalty: 5401.159668
	Iteration 106Q: 3 clusters Score -1.001634e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -10016344.000000 Penalty: 5401.159668
	Iteration 107Q: 3 clusters Score -1.001634e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -10016345.000000 Penalty: 5401.159668
	Iteration 108Q: 3 clusters Score -1.001634e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -10016316.000000 Penalty: 5401.159668
	Iteration 109Q: 3 clusters Score -1.001632e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -10016307.000000 Penalty: 5401.159668
	Iteration 110Q: 3 clusters Score -1.001631e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -10016317.000000 Penalty: 5401.159668
	Iteration 111Q: 3 clusters Score -1.001632e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -10016322.000000 Penalty: 5401.159668
	Iteration 112Q: 3 clusters Score -1.001632e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -10016324.000000 Penalty: 5401.159668
	Iteration 113Q: 3 clusters Score -1.001632e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -10016320.000000 Penalty: 5401.159668
	Iteration 114Q: 3 clusters Score -1.001632e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -10016313.000000 Penalty: 5401.159668
	Iteration 115Q: 3 clusters Score -1.001631e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -10016303.000000 Penalty: 5401.159668
	Iteration 116Q: 3 clusters Score -1.00163e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -10016290.000000 Penalty: 5401.159668
	Iteration 117Q: 3 clusters Score -1.001629e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -10016283.000000 Penalty: 5401.159668
	Iteration 118Q: 3 clusters Score -1.001628e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -10016300.000000 Penalty: 5401.159668
	Iteration 119Q: 3 clusters Score -1.00163e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -10016302.000000 Penalty: 5401.159668
	Iteration 120F: 3 clusters Score -1.00163e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -10016301.000000 Penalty: 5401.159668
	Iteration 121Q: 3 clusters Score -1.00163e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -10016297.000000 Penalty: 5401.159668
	Iteration 122Q: 3 clusters Score -1.00163e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -10016294.000000 Penalty: 5401.159668
	Iteration 123Q: 3 clusters Score -1.001629e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -10016300.000000 Penalty: 5401.159668
	Iteration 124Q: 3 clusters Score -1.00163e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -10016304.000000 Penalty: 5401.159668
	Iteration 125Q: 3 clusters Score -1.00163e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -10016297.000000 Penalty: 5401.159668
	Iteration 126Q: 3 clusters Score -1.00163e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -10016301.000000 Penalty: 5401.159668
	Iteration 127Q: 3 clusters Score -1.00163e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -10016304.000000 Penalty: 5401.159668
	Iteration 128Q: 3 clusters Score -1.00163e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -10016310.000000 Penalty: 5401.159668
	Iteration 129Q: 3 clusters Score -1.001631e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -10016303.000000 Penalty: 5401.159668
	Iteration 130Q: 3 clusters Score -1.00163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -10016302.000000 Penalty: 5401.159668
	Iteration 131Q: 3 clusters Score -1.00163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -10016297.000000 Penalty: 5401.159668
	Iteration 132Q: 3 clusters Score -1.00163e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -10016293.000000 Penalty: 5401.159668
	Iteration 133Q: 3 clusters Score -1.001629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -10016289.000000 Penalty: 5401.159668
	Iteration 134Q: 3 clusters Score -1.001629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -10016294.000000 Penalty: 5401.159668
	Iteration 135Q: 3 clusters Score -1.001629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -10016289.000000 Penalty: 5401.159668
	Iteration 136Q: 3 clusters Score -1.001629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -10016286.000000 Penalty: 5401.159668
	Iteration 137Q: 3 clusters Score -1.001629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -10016290.000000 Penalty: 5401.159668
	Iteration 138Q: 3 clusters Score -1.001629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -10016286.000000 Penalty: 5401.159668
	Iteration 139Q: 3 clusters Score -1.001629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -10016286.000000 Penalty: 5401.159668
	Iteration 140F: 3 clusters Score -1.001629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Entering Unmasked Estep 
Score: -8991160.000000 Penalty: 2676.210938
	Iteration 0F: 2 clusters Score -8991160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -8960479.000000 Penalty: 5352.421875
	Iteration 0F: 3 clusters Score -8960479 nChanged 22436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -8972708.000000 Penalty: 5352.421875
	Iteration 1F: 3 clusters Score -8972708 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -8973210.000000 Penalty: 5352.421875
	Iteration 2Q: 3 clusters Score -8973210 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -8973673.000000 Penalty: 5352.421875
	Iteration 3Q: 3 clusters Score -8973673 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -8974143.000000 Penalty: 5352.421875
	Iteration 4Q: 3 clusters Score -8974143 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -8974748.000000 Penalty: 5352.421875
	Iteration 5Q: 3 clusters Score -8974748 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -8975542.000000 Penalty: 5352.421875
	Iteration 6Q: 3 clusters Score -8975542 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -8976614.000000 Penalty: 5352.421875
	Iteration 7Q: 3 clusters Score -8976614 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -8978030.000000 Penalty: 5352.421875
	Iteration 8F: 3 clusters Score -8978030 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -8979999.000000 Penalty: 5352.421875
	Iteration 9F: 3 clusters Score -8979999 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -8982577.000000 Penalty: 5352.421875
	Iteration 10F: 3 clusters Score -8982577 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -8985008.000000 Penalty: 5352.421875
	Iteration 11F: 3 clusters Score -8985008 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -8986423.000000 Penalty: 5352.421875
	Iteration 12Q: 3 clusters Score -8986423 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -8986984.000000 Penalty: 5352.421875
	Iteration 13Q: 3 clusters Score -8986984 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -8987236.000000 Penalty: 5352.421875
	Iteration 14Q: 3 clusters Score -8987236 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -8987401.000000 Penalty: 5352.421875
	Iteration 15Q: 3 clusters Score -8987401 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -8987562.000000 Penalty: 5352.421875
	Iteration 16Q: 3 clusters Score -8987562 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -8987685.000000 Penalty: 5352.421875
	Iteration 17Q: 3 clusters Score -8987685 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -8987785.000000 Penalty: 5352.421875
	Iteration 18Q: 3 clusters Score -8987785 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -8987824.000000 Penalty: 5352.421875
	Iteration 19Q: 3 clusters Score -8987824 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -8987865.000000 Penalty: 5352.421875
	Iteration 20F: 3 clusters Score -8987865 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -8987939.000000 Penalty: 5352.421875
	Iteration 21Q: 3 clusters Score -8987939 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -8987970.000000 Penalty: 5352.421875
	Iteration 22Q: 3 clusters Score -8987970 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -8988026.000000 Penalty: 5352.421875
	Iteration 23Q: 3 clusters Score -8988026 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -8988085.000000 Penalty: 5352.421875
	Iteration 24Q: 3 clusters Score -8988085 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -8988160.000000 Penalty: 5352.421875
	Iteration 25Q: 3 clusters Score -8988160 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -8988170.000000 Penalty: 5352.421875
	Iteration 26Q: 3 clusters Score -8988170 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -8988194.000000 Penalty: 5352.421875
	Iteration 27Q: 3 clusters Score -8988194 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -8988259.000000 Penalty: 5352.421875
	Iteration 28Q: 3 clusters Score -8988259 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -8988304.000000 Penalty: 5352.421875
	Iteration 29Q: 3 clusters Score -8988304 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -8988337.000000 Penalty: 5352.421875
	Iteration 30Q: 3 clusters Score -8988337 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -8988418.000000 Penalty: 5352.421875
	Iteration 31Q: 3 clusters Score -8988418 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -8988457.000000 Penalty: 5352.421875
	Iteration 32Q: 3 clusters Score -8988457 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -8988497.000000 Penalty: 5352.421875
	Iteration 33Q: 3 clusters Score -8988497 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -8988511.000000 Penalty: 5352.421875
	Iteration 34Q: 3 clusters Score -8988511 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -8988561.000000 Penalty: 5352.421875
	Iteration 35Q: 3 clusters Score -8988561 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -8988595.000000 Penalty: 5352.421875
	Iteration 36Q: 3 clusters Score -8988595 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -8988602.000000 Penalty: 5352.421875
	Iteration 37Q: 3 clusters Score -8988602 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -8988666.000000 Penalty: 5352.421875
	Iteration 38Q: 3 clusters Score -8988666 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -8988735.000000 Penalty: 5352.421875
	Iteration 39Q: 3 clusters Score -8988735 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -8988784.000000 Penalty: 5352.421875
	Iteration 40F: 3 clusters Score -8988784 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -8988849.000000 Penalty: 5352.421875
	Iteration 41Q: 3 clusters Score -8988849 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -8988880.000000 Penalty: 5352.421875
	Iteration 42Q: 3 clusters Score -8988880 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -8988933.000000 Penalty: 5352.421875
	Iteration 43Q: 3 clusters Score -8988933 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -8988936.000000 Penalty: 5352.421875
	Iteration 44Q: 3 clusters Score -8988936 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -8988945.000000 Penalty: 5352.421875
	Iteration 45Q: 3 clusters Score -8988945 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -8988991.000000 Penalty: 5352.421875
	Iteration 46Q: 3 clusters Score -8988991 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8988996.000000 Penalty: 5352.421875
	Iteration 47Q: 3 clusters Score -8988996 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -8989026.000000 Penalty: 5352.421875
	Iteration 48Q: 3 clusters Score -8989026 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8989078.000000 Penalty: 5352.421875
	Iteration 49Q: 3 clusters Score -8989078 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8989132.000000 Penalty: 5352.421875
	Iteration 50Q: 3 clusters Score -8989132 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8989154.000000 Penalty: 5352.421875
	Iteration 51Q: 3 clusters Score -8989154 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8989208.000000 Penalty: 5352.421875
	Iteration 52Q: 3 clusters Score -8989208 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8989213.000000 Penalty: 5352.421875
	Iteration 53Q: 3 clusters Score -8989213 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8989221.000000 Penalty: 5352.421875
	Iteration 54Q: 3 clusters Score -8989221 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8989215.000000 Penalty: 5352.421875
	Iteration 55Q: 3 clusters Score -8989215 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8989229.000000 Penalty: 5352.421875
	Iteration 56Q: 3 clusters Score -8989229 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8989235.000000 Penalty: 5352.421875
	Iteration 57Q: 3 clusters Score -8989235 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8989220.000000 Penalty: 5352.421875
	Iteration 58Q: 3 clusters Score -8989220 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8989233.000000 Penalty: 5352.421875
	Iteration 59Q: 3 clusters Score -8989233 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8989233.000000 Penalty: 5352.421875
	Iteration 60F: 3 clusters Score -8989233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8989221.000000 Penalty: 5352.421875
	Iteration 61Q: 3 clusters Score -8989221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8989226.000000 Penalty: 5352.421875
	Iteration 62Q: 3 clusters Score -8989226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8989233.000000 Penalty: 5352.421875
	Iteration 63Q: 3 clusters Score -8989233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8989233.000000 Penalty: 5352.421875
	Iteration 64Q: 3 clusters Score -8989233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8989230.000000 Penalty: 5352.421875
	Iteration 65Q: 3 clusters Score -8989230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8989228.000000 Penalty: 5352.421875
	Iteration 66Q: 3 clusters Score -8989228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8989228.000000 Penalty: 5352.421875
	Iteration 67Q: 3 clusters Score -8989228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8989237.000000 Penalty: 5352.421875
	Iteration 68Q: 3 clusters Score -8989237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8989235.000000 Penalty: 5352.421875
	Iteration 69Q: 3 clusters Score -8989235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8989240.000000 Penalty: 5352.421875
	Iteration 70Q: 3 clusters Score -8989240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8989226.000000 Penalty: 5352.421875
	Iteration 71Q: 3 clusters Score -8989226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8989233.000000 Penalty: 5352.421875
	Iteration 72Q: 3 clusters Score -8989233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8989232.000000 Penalty: 5352.421875
	Iteration 73Q: 3 clusters Score -8989232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8989228.000000 Penalty: 5352.421875
	Iteration 74Q: 3 clusters Score -8989228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8989221.000000 Penalty: 5352.421875
	Iteration 75Q: 3 clusters Score -8989221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8989214.000000 Penalty: 5352.421875
	Iteration 76Q: 3 clusters Score -8989214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8989210.000000 Penalty: 5352.421875
	Iteration 77Q: 3 clusters Score -8989210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8989218.000000 Penalty: 5352.421875
	Iteration 78Q: 3 clusters Score -8989218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8989218.000000 Penalty: 5352.421875
	Iteration 79Q: 3 clusters Score -8989218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8989218.000000 Penalty: 5352.421875
	Iteration 80F: 3 clusters Score -8989218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Entering Unmasked Estep 
Score: -2621106.000000 Penalty: 2372.207764
	Iteration 0F: 2 clusters Score -2621106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2610790.000000 Penalty: 4744.415527
	Iteration 0F: 3 clusters Score -2610790 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2613989.250000 Penalty: 4744.415527
	Iteration 1F: 3 clusters Score -2613989 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2614257.000000 Penalty: 4744.415527
	Iteration 2F: 3 clusters Score -2614257 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2614447.000000 Penalty: 4744.415527
	Iteration 3Q: 3 clusters Score -2614447 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2614612.750000 Penalty: 4744.415527
	Iteration 4Q: 3 clusters Score -2614613 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2614748.000000 Penalty: 4744.415527
	Iteration 5Q: 3 clusters Score -2614748 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2614882.750000 Penalty: 4744.415527
	Iteration 6Q: 3 clusters Score -2614883 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2615040.000000 Penalty: 4744.415527
	Iteration 7Q: 3 clusters Score -2615040 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2615227.250000 Penalty: 4744.415527
	Iteration 8Q: 3 clusters Score -2615227 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2615438.000000 Penalty: 4744.415527
	Iteration 9Q: 3 clusters Score -2615438 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2615675.000000 Penalty: 4744.415527
	Iteration 10Q: 3 clusters Score -2615675 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2615954.750000 Penalty: 4744.415527
	Iteration 11Q: 3 clusters Score -2615955 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2616225.250000 Penalty: 4744.415527
	Iteration 12Q: 3 clusters Score -2616225 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2616488.750000 Penalty: 4744.415527
	Iteration 13Q: 3 clusters Score -2616489 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2616751.000000 Penalty: 4744.415527
	Iteration 14Q: 3 clusters Score -2616751 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2616997.500000 Penalty: 4744.415527
	Iteration 15Q: 3 clusters Score -2616998 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2617239.750000 Penalty: 4744.415527
	Iteration 16Q: 3 clusters Score -2617240 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2617487.500000 Penalty: 4744.415527
	Iteration 17Q: 3 clusters Score -2617488 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2617737.250000 Penalty: 4744.415527
	Iteration 18Q: 3 clusters Score -2617737 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2617985.000000 Penalty: 4744.415527
	Iteration 19Q: 3 clusters Score -2617985 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2618180.250000 Penalty: 4744.415527
	Iteration 20F: 3 clusters Score -2618180 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2618354.000000 Penalty: 4744.415527
	Iteration 21Q: 3 clusters Score -2618354 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2618480.250000 Penalty: 4744.415527
	Iteration 22Q: 3 clusters Score -2618480 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2618606.500000 Penalty: 4744.415527
	Iteration 23Q: 3 clusters Score -2618606 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2618702.500000 Penalty: 4744.415527
	Iteration 24Q: 3 clusters Score -2618702 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -2618787.750000 Penalty: 4744.415527
	Iteration 25Q: 3 clusters Score -2618788 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2618854.000000 Penalty: 4744.415527
	Iteration 26Q: 3 clusters Score -2618854 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -2618906.000000 Penalty: 4744.415527
	Iteration 27Q: 3 clusters Score -2618906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2618955.250000 Penalty: 4744.415527
	Iteration 28Q: 3 clusters Score -2618955 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2618990.250000 Penalty: 4744.415527
	Iteration 29Q: 3 clusters Score -2618990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2619033.750000 Penalty: 4744.415527
	Iteration 30Q: 3 clusters Score -2619034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2619046.750000 Penalty: 4744.415527
	Iteration 31Q: 3 clusters Score -2619047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2619065.750000 Penalty: 4744.415527
	Iteration 32Q: 3 clusters Score -2619066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2619070.750000 Penalty: 4744.415527
	Iteration 33Q: 3 clusters Score -2619071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2619080.250000 Penalty: 4744.415527
	Iteration 34Q: 3 clusters Score -2619080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2619090.000000 Penalty: 4744.415527
	Iteration 35Q: 3 clusters Score -2619090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2619097.750000 Penalty: 4744.415527
	Iteration 36Q: 3 clusters Score -2619098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2619101.250000 Penalty: 4744.415527
	Iteration 37Q: 3 clusters Score -2619101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2619103.000000 Penalty: 4744.415527
	Iteration 38Q: 3 clusters Score -2619103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -2619104.000000 Penalty: 4744.415527
	Iteration 39Q: 3 clusters Score -2619104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2619102.500000 Penalty: 4744.415527
	Iteration 40F: 3 clusters Score -2619102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2619103.500000 Penalty: 4744.415527
	Iteration 41Q: 3 clusters Score -2619104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2619107.250000 Penalty: 4744.415527
	Iteration 42Q: 3 clusters Score -2619107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2619107.250000 Penalty: 4744.415527
	Iteration 43F: 3 clusters Score -2619107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Entering Unmasked Estep 
Score: -8123971.000000 Penalty: 2651.224365
	Iteration 0F: 2 clusters Score -8123971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -8094643.000000 Penalty: 5302.448730
	Iteration 0F: 3 clusters Score -8094643 nChanged 20002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -8105803.000000 Penalty: 5302.448730
	Iteration 1F: 3 clusters Score -8105803 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -8106356.500000 Penalty: 5302.448730
	Iteration 2Q: 3 clusters Score -8106356 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -8106835.500000 Penalty: 5302.448730
	Iteration 3Q: 3 clusters Score -8106836 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -8107303.000000 Penalty: 5302.448730
	Iteration 4Q: 3 clusters Score -8107303 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -8107899.500000 Penalty: 5302.448730
	Iteration 5Q: 3 clusters Score -8107900 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -8108719.000000 Penalty: 5302.448730
	Iteration 6Q: 3 clusters Score -8108719 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -8109847.000000 Penalty: 5302.448730
	Iteration 7Q: 3 clusters Score -8109847 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -8111317.000000 Penalty: 5302.448730
	Iteration 8F: 3 clusters Score -8111317 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -8113163.500000 Penalty: 5302.448730
	Iteration 9F: 3 clusters Score -8113164 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -8114672.000000 Penalty: 5302.448730
	Iteration 10F: 3 clusters Score -8114672 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -8115459.000000 Penalty: 5302.448730
	Iteration 11Q: 3 clusters Score -8115459 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -8115861.000000 Penalty: 5302.448730
	Iteration 12Q: 3 clusters Score -8115861 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -8116160.000000 Penalty: 5302.448730
	Iteration 13Q: 3 clusters Score -8116160 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -8116408.500000 Penalty: 5302.448730
	Iteration 14Q: 3 clusters Score -8116408 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -8116615.000000 Penalty: 5302.448730
	Iteration 15Q: 3 clusters Score -8116615 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -8116877.000000 Penalty: 5302.448730
	Iteration 16Q: 3 clusters Score -8116877 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -8117132.500000 Penalty: 5302.448730
	Iteration 17Q: 3 clusters Score -8117132 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -8117309.500000 Penalty: 5302.448730
	Iteration 18Q: 3 clusters Score -8117310 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -8117492.500000 Penalty: 5302.448730
	Iteration 19Q: 3 clusters Score -8117492 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -8117642.000000 Penalty: 5302.448730
	Iteration 20F: 3 clusters Score -8117642 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -8117836.500000 Penalty: 5302.448730
	Iteration 21Q: 3 clusters Score -8117836 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -8117951.500000 Penalty: 5302.448730
	Iteration 22Q: 3 clusters Score -8117952 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -8118115.000000 Penalty: 5302.448730
	Iteration 23Q: 3 clusters Score -8118115 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -8118316.500000 Penalty: 5302.448730
	Iteration 24Q: 3 clusters Score -8118316 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -8118459.000000 Penalty: 5302.448730
	Iteration 25Q: 3 clusters Score -8118459 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -8118635.000000 Penalty: 5302.448730
	Iteration 26Q: 3 clusters Score -8118635 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -8118776.500000 Penalty: 5302.448730
	Iteration 27Q: 3 clusters Score -8118776 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -8118928.500000 Penalty: 5302.448730
	Iteration 28Q: 3 clusters Score -8118928 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -8119053.000000 Penalty: 5302.448730
	Iteration 29Q: 3 clusters Score -8119053 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -8119233.000000 Penalty: 5302.448730
	Iteration 30Q: 3 clusters Score -8119233 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -8119356.000000 Penalty: 5302.448730
	Iteration 31Q: 3 clusters Score -8119356 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -8119491.500000 Penalty: 5302.448730
	Iteration 32Q: 3 clusters Score -8119492 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -8119605.500000 Penalty: 5302.448730
	Iteration 33Q: 3 clusters Score -8119606 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -8119670.000000 Penalty: 5302.448730
	Iteration 34Q: 3 clusters Score -8119670 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -8119779.500000 Penalty: 5302.448730
	Iteration 35Q: 3 clusters Score -8119780 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -8119830.500000 Penalty: 5302.448730
	Iteration 36Q: 3 clusters Score -8119830 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -8119883.000000 Penalty: 5302.448730
	Iteration 37Q: 3 clusters Score -8119883 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -8119913.500000 Penalty: 5302.448730
	Iteration 38Q: 3 clusters Score -8119914 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -8119993.500000 Penalty: 5302.448730
	Iteration 39Q: 3 clusters Score -8119994 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -8120062.000000 Penalty: 5302.448730
	Iteration 40F: 3 clusters Score -8120062 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -8120106.500000 Penalty: 5302.448730
	Iteration 41Q: 3 clusters Score -8120106 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8120170 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -8120196.500000 Penalty: 5302.448730
	Iteration 43Q: 3 clusters Score -8120196 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8120250 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8120264 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -8120292.500000 Penalty: 5302.448730
	Iteration 46Q: 3 clusters Score -8120292 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -8120324.000000 Penalty: 5302.448730
	Iteration 47Q: 3 clusters Score -8120324 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -8120379.500000 Penalty: 5302.448730
	Iteration 48Q: 3 clusters Score -8120380 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -8120410.500000 Penalty: 5302.448730
	Iteration 49Q: 3 clusters Score -8120410 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -8120448.500000 Penalty: 5302.448730
	Iteration 50Q: 3 clusters Score -8120448 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -8120493.500000 Penalty: 5302.448730
	Iteration 51Q: 3 clusters Score -8120494 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -8120525.500000 Penalty: 5302.448730
	Iteration 52Q: 3 clusters Score -8120526 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8120558 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8120588 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -8120644.000000 Penalty: 5302.448730
	Iteration 55Q: 3 clusters Score -8120644 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -8120703.500000 Penalty: 5302.448730
	Iteration 56Q: 3 clusters Score -8120704 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -8120719.500000 Penalty: 5302.448730
	Iteration 57Q: 3 clusters Score -8120720 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -8120748.500000 Penalty: 5302.448730
	Iteration 58Q: 3 clusters Score -8120748 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -8120797.000000 Penalty: 5302.448730
	Iteration 59Q: 3 clusters Score -8120797 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -8120816.500000 Penalty: 5302.448730
	Iteration 60F: 3 clusters Score -8120816 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -8120837.500000 Penalty: 5302.448730
	Iteration 61Q: 3 clusters Score -8120838 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -8120884.500000 Penalty: 5302.448730
	Iteration 62Q: 3 clusters Score -8120884 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -8120939.000000 Penalty: 5302.448730
	Iteration 63Q: 3 clusters Score -8120939 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -8120950.500000 Penalty: 5302.448730
	Iteration 64Q: 3 clusters Score -8120950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -8120994.000000 Penalty: 5302.448730
	Iteration 65Q: 3 clusters Score -8120994 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -8121023.000000 Penalty: 5302.448730
	Iteration 66Q: 3 clusters Score -8121023 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -8121043.500000 Penalty: 5302.448730
	Iteration 67Q: 3 clusters Score -8121044 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -8121069.000000 Penalty: 5302.448730
	Iteration 68Q: 3 clusters Score -8121069 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -8121114.500000 Penalty: 5302.448730
	Iteration 69Q: 3 clusters Score -8121114 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -8121135.000000 Penalty: 5302.448730
	Iteration 70Q: 3 clusters Score -8121135 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -8121133.500000 Penalty: 5302.448730
	Iteration 71Q: 3 clusters Score -8121134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -8121127.000000 Penalty: 5302.448730
	Iteration 72Q: 3 clusters Score -8121127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -8121141.000000 Penalty: 5302.448730
	Iteration 73Q: 3 clusters Score -8121141 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8121161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -8121171.500000 Penalty: 5302.448730
	Iteration 75Q: 3 clusters Score -8121172 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -8121216.000000 Penalty: 5302.448730
	Iteration 76Q: 3 clusters Score -8121216 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -8121245.500000 Penalty: 5302.448730
	Iteration 77Q: 3 clusters Score -8121246 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -8121273.500000 Penalty: 5302.448730
	Iteration 78Q: 3 clusters Score -8121274 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -8121300.000000 Penalty: 5302.448730
	Iteration 79Q: 3 clusters Score -8121300 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -8121322.000000 Penalty: 5302.448730
	Iteration 80F: 3 clusters Score -8121322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -8121335.000000 Penalty: 5302.448730
	Iteration 81Q: 3 clusters Score -8121335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -8121355.000000 Penalty: 5302.448730
	Iteration 82Q: 3 clusters Score -8121355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -8121358.000000 Penalty: 5302.448730
	Iteration 83Q: 3 clusters Score -8121358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -8121386.500000 Penalty: 5302.448730
	Iteration 84Q: 3 clusters Score -8121386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -8121405.500000 Penalty: 5302.448730
	Iteration 85Q: 3 clusters Score -8121406 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -8121412.000000 Penalty: 5302.448730
	Iteration 86Q: 3 clusters Score -8121412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -8121430.500000 Penalty: 5302.448730
	Iteration 87Q: 3 clusters Score -8121430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -8121438.000000 Penalty: 5302.448730
	Iteration 88Q: 3 clusters Score -8121438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -8121451.500000 Penalty: 5302.448730
	Iteration 89Q: 3 clusters Score -8121452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -8121465.500000 Penalty: 5302.448730
	Iteration 90Q: 3 clusters Score -8121466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -8121466.000000 Penalty: 5302.448730
	Iteration 91Q: 3 clusters Score -8121466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -8121479.500000 Penalty: 5302.448730
	Iteration 92Q: 3 clusters Score -8121480 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -8121475.500000 Penalty: 5302.448730
	Iteration 93Q: 3 clusters Score -8121476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -8121486.500000 Penalty: 5302.448730
	Iteration 94Q: 3 clusters Score -8121486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -8121488.500000 Penalty: 5302.448730
	Iteration 95Q: 3 clusters Score -8121488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -8121496.000000 Penalty: 5302.448730
	Iteration 96Q: 3 clusters Score -8121496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -8121505.000000 Penalty: 5302.448730
	Iteration 97Q: 3 clusters Score -8121505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -8121515.500000 Penalty: 5302.448730
	Iteration 98Q: 3 clusters Score -8121516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -8121533.000000 Penalty: 5302.448730
	Iteration 99Q: 3 clusters Score -8121533 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -8121551.000000 Penalty: 5302.448730
	Iteration 100F: 3 clusters Score -8121551 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -8121573.500000 Penalty: 5302.448730
	Iteration 101Q: 3 clusters Score -8121574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -8121583.500000 Penalty: 5302.448730
	Iteration 102Q: 3 clusters Score -8121584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -8121616.500000 Penalty: 5302.448730
	Iteration 103Q: 3 clusters Score -8121616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -8121623.000000 Penalty: 5302.448730
	Iteration 104Q: 3 clusters Score -8121623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -8121637.500000 Penalty: 5302.448730
	Iteration 105Q: 3 clusters Score -8121638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -8121655.500000 Penalty: 5302.448730
	Iteration 106Q: 3 clusters Score -8121656 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -8121667.500000 Penalty: 5302.448730
	Iteration 107Q: 3 clusters Score -8121668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -8121685.500000 Penalty: 5302.448730
	Iteration 108Q: 3 clusters Score -8121686 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -8121700.000000 Penalty: 5302.448730
	Iteration 109Q: 3 clusters Score -8121700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -8121703.500000 Penalty: 5302.448730
	Iteration 110Q: 3 clusters Score -8121704 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -8121719.500000 Penalty: 5302.448730
	Iteration 111Q: 3 clusters Score -8121720 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -8121730.000000 Penalty: 5302.448730
	Iteration 112Q: 3 clusters Score -8121730 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -8121735.500000 Penalty: 5302.448730
	Iteration 113Q: 3 clusters Score -8121736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -8121744.500000 Penalty: 5302.448730
	Iteration 114Q: 3 clusters Score -8121744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -8121758.500000 Penalty: 5302.448730
	Iteration 115Q: 3 clusters Score -8121758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -8121763.000000 Penalty: 5302.448730
	Iteration 116Q: 3 clusters Score -8121763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -8121778.000000 Penalty: 5302.448730
	Iteration 117Q: 3 clusters Score -8121778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -8121767.000000 Penalty: 5302.448730
	Iteration 118Q: 3 clusters Score -8121767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -8121773.000000 Penalty: 5302.448730
	Iteration 119Q: 3 clusters Score -8121773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -8121768.000000 Penalty: 5302.448730
	Iteration 120F: 3 clusters Score -8121768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -8121759.500000 Penalty: 5302.448730
	Iteration 121Q: 3 clusters Score -8121760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -8121771.000000 Penalty: 5302.448730
	Iteration 122Q: 3 clusters Score -8121771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -8121776.500000 Penalty: 5302.448730
	Iteration 123Q: 3 clusters Score -8121776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -8121782.500000 Penalty: 5302.448730
	Iteration 124Q: 3 clusters Score -8121782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -8121785.000000 Penalty: 5302.448730
	Iteration 125Q: 3 clusters Score -8121785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -8121796.000000 Penalty: 5302.448730
	Iteration 126Q: 3 clusters Score -8121796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -8121800.000000 Penalty: 5302.448730
	Iteration 127Q: 3 clusters Score -8121800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -8121812.000000 Penalty: 5302.448730
	Iteration 128Q: 3 clusters Score -8121812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -8121806.500000 Penalty: 5302.448730
	Iteration 129Q: 3 clusters Score -8121806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -8121800.000000 Penalty: 5302.448730
	Iteration 130Q: 3 clusters Score -8121800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -8121807.500000 Penalty: 5302.448730
	Iteration 131Q: 3 clusters Score -8121808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -8121811.500000 Penalty: 5302.448730
	Iteration 132Q: 3 clusters Score -8121812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -8121806.000000 Penalty: 5302.448730
	Iteration 133Q: 3 clusters Score -8121806 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -8121810.500000 Penalty: 5302.448730
	Iteration 134Q: 3 clusters Score -8121810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -8121817.000000 Penalty: 5302.448730
	Iteration 135Q: 3 clusters Score -8121817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -8121825.000000 Penalty: 5302.448730
	Iteration 136Q: 3 clusters Score -8121825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -8121823.500000 Penalty: 5302.448730
	Iteration 137Q: 3 clusters Score -8121824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -8121823.500000 Penalty: 5302.448730
	Iteration 138Q: 3 clusters Score -8121824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -8121836.000000 Penalty: 5302.448730
	Iteration 139Q: 3 clusters Score -8121836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -8121836.000000 Penalty: 5302.448730
	Iteration 140F: 3 clusters Score -8121836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -8121848.500000 Penalty: 5302.448730
	Iteration 141Q: 3 clusters Score -8121848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -8121849.000000 Penalty: 5302.448730
	Iteration 142Q: 3 clusters Score -8121849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -8121857.000000 Penalty: 5302.448730
	Iteration 143Q: 3 clusters Score -8121857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -8121859.000000 Penalty: 5302.448730
	Iteration 144Q: 3 clusters Score -8121859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -8121861.000000 Penalty: 5302.448730
	Iteration 145Q: 3 clusters Score -8121861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -8121877.000000 Penalty: 5302.448730
	Iteration 146Q: 3 clusters Score -8121877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -8121878.000000 Penalty: 5302.448730
	Iteration 147Q: 3 clusters Score -8121878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -8121885.000000 Penalty: 5302.448730
	Iteration 148Q: 3 clusters Score -8121885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -8121882.000000 Penalty: 5302.448730
	Iteration 149Q: 3 clusters Score -8121882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -8121883.000000 Penalty: 5302.448730
	Iteration 150Q: 3 clusters Score -8121883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -8121888.500000 Penalty: 5302.448730
	Iteration 151Q: 3 clusters Score -8121888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8121890.000000 Penalty: 5302.448730
	Iteration 152Q: 3 clusters Score -8121890 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -8121883.500000 Penalty: 5302.448730
	Iteration 153Q: 3 clusters Score -8121884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -8121890.500000 Penalty: 5302.448730
	Iteration 154Q: 3 clusters Score -8121890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -8121890.500000 Penalty: 5302.448730
	Iteration 155Q: 3 clusters Score -8121890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -8121888.000000 Penalty: 5302.448730
	Iteration 156Q: 3 clusters Score -8121888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -8121898.000000 Penalty: 5302.448730
	Iteration 157Q: 3 clusters Score -8121898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -8121890.500000 Penalty: 5302.448730
	Iteration 158Q: 3 clusters Score -8121890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -8121900.000000 Penalty: 5302.448730
	Iteration 159Q: 3 clusters Score -8121900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -8121892.000000 Penalty: 5302.448730
	Iteration 160F: 3 clusters Score -8121892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -8121895.000000 Penalty: 5302.448730
	Iteration 161Q: 3 clusters Score -8121895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -8121893.000000 Penalty: 5302.448730
	Iteration 162Q: 3 clusters Score -8121893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -8121900.000000 Penalty: 5302.448730
	Iteration 163Q: 3 clusters Score -8121900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -8121903.000000 Penalty: 5302.448730
	Iteration 164Q: 3 clusters Score -8121903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -8121901.500000 Penalty: 5302.448730
	Iteration 165Q: 3 clusters Score -8121902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -8121901.500000 Penalty: 5302.448730
	Iteration 166F: 3 clusters Score -8121902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -85188.773438 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -85188.77 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 247 members 
Entering Unmasked Estep 
Score: -83722.304688 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -83722.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -83855.320312 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -83855.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83901.734375 Penalty: 3065.288086
	Iteration 2Q: 3 clusters Score -83901.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -83920.351562 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -83920.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -83924.687500 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -83924.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -83924.687500 Penalty: 3065.288086
	Iteration 5F: 3 clusters Score -83924.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Entering Unmasked Estep 
Score: -8218256.000000 Penalty: 2654.148193
	Iteration 0F: 2 clusters Score -8218256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -8188675.500000 Penalty: 5308.296387
	Iteration 0F: 3 clusters Score -8188676 nChanged 20559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -8200399.500000 Penalty: 5308.296387
	Iteration 1F: 3 clusters Score -8200400 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -8201187.500000 Penalty: 5308.296387
	Iteration 2Q: 3 clusters Score -8201188 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -8202110.500000 Penalty: 5308.296387
	Iteration 3Q: 3 clusters Score -8202110 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -8203412.000000 Penalty: 5308.296387
	Iteration 4F: 3 clusters Score -8203412 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -8205288.500000 Penalty: 5308.296387
	Iteration 5F: 3 clusters Score -8205288 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -8207858.500000 Penalty: 5308.296387
	Iteration 6F: 3 clusters Score -8207858 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -8210714.500000 Penalty: 5308.296387
	Iteration 7F: 3 clusters Score -8210714 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -8213011.000000 Penalty: 5308.296387
	Iteration 8F: 3 clusters Score -8213011 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -8214587.000000 Penalty: 5308.296387
	Iteration 9Q: 3 clusters Score -8214587 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -8215408.500000 Penalty: 5308.296387
	Iteration 10Q: 3 clusters Score -8215408 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -8215713.000000 Penalty: 5308.296387
	Iteration 11Q: 3 clusters Score -8215713 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -8215885.000000 Penalty: 5308.296387
	Iteration 12Q: 3 clusters Score -8215885 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8215942.000000 Penalty: 5308.296387
	Iteration 13Q: 3 clusters Score -8215942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -8215987.500000 Penalty: 5308.296387
	Iteration 14Q: 3 clusters Score -8215988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -8216020.500000 Penalty: 5308.296387
	Iteration 15Q: 3 clusters Score -8216020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -8216045.500000 Penalty: 5308.296387
	Iteration 16Q: 3 clusters Score -8216046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -8216058.500000 Penalty: 5308.296387
	Iteration 17Q: 3 clusters Score -8216058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -8216076.000000 Penalty: 5308.296387
	Iteration 18Q: 3 clusters Score -8216076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8216077.000000 Penalty: 5308.296387
	Iteration 19Q: 3 clusters Score -8216077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8216085.500000 Penalty: 5308.296387
	Iteration 20F: 3 clusters Score -8216086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8216084.000000 Penalty: 5308.296387
	Iteration 21Q: 3 clusters Score -8216084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -8216082.500000 Penalty: 5308.296387
	Iteration 22Q: 3 clusters Score -8216082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -8216083.500000 Penalty: 5308.296387
	Iteration 23Q: 3 clusters Score -8216084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -8216087.000000 Penalty: 5308.296387
	Iteration 24Q: 3 clusters Score -8216087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -8216086.000000 Penalty: 5308.296387
	Iteration 25Q: 3 clusters Score -8216086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8216086.000000 Penalty: 5308.296387
	Iteration 26Q: 3 clusters Score -8216086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8216085.000000 Penalty: 5308.296387
	Iteration 27Q: 3 clusters Score -8216085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -8216085.000000 Penalty: 5308.296387
	Iteration 28Q: 3 clusters Score -8216085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -8216090.000000 Penalty: 5308.296387
	Iteration 29Q: 3 clusters Score -8216090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8216089.000000 Penalty: 5308.296387
	Iteration 30Q: 3 clusters Score -8216089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -8216096.500000 Penalty: 5308.296387
	Iteration 31Q: 3 clusters Score -8216096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -8216096.500000 Penalty: 5308.296387
	Iteration 32F: 3 clusters Score -8216096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Entering Unmasked Estep 
Score: -8849770.000000 Penalty: 2672.508545
	Iteration 0F: 2 clusters Score -8849770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -8819576.000000 Penalty: 5345.017090
	Iteration 0F: 3 clusters Score -8819576 nChanged 22086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -8831981.000000 Penalty: 5345.017090
	Iteration 1F: 3 clusters Score -8831981 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -8832815.000000 Penalty: 5345.017090
	Iteration 2Q: 3 clusters Score -8832815 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -8834091.000000 Penalty: 5345.017090
	Iteration 3F: 3 clusters Score -8834091 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -8835752.000000 Penalty: 5345.017090
	Iteration 4F: 3 clusters Score -8835752 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -8838086.000000 Penalty: 5345.017090
	Iteration 5F: 3 clusters Score -8838086 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -8841112.000000 Penalty: 5345.017090
	Iteration 6F: 3 clusters Score -8841112 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -8844382.000000 Penalty: 5345.017090
	Iteration 7F: 3 clusters Score -8844382 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -8846890.000000 Penalty: 5345.017090
	Iteration 8F: 3 clusters Score -8846890 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -8847935.000000 Penalty: 5345.017090
	Iteration 9Q: 3 clusters Score -8847935 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -8848284.000000 Penalty: 5345.017090
	Iteration 10Q: 3 clusters Score -8848284 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -8848424.000000 Penalty: 5345.017090
	Iteration 11Q: 3 clusters Score -8848424 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -8848504.000000 Penalty: 5345.017090
	Iteration 12Q: 3 clusters Score -8848504 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -8848542.000000 Penalty: 5345.017090
	Iteration 13Q: 3 clusters Score -8848542 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -8848556.000000 Penalty: 5345.017090
	Iteration 14Q: 3 clusters Score -8848556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -8848584.000000 Penalty: 5345.017090
	Iteration 15Q: 3 clusters Score -8848584 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -8848612.000000 Penalty: 5345.017090
	Iteration 16Q: 3 clusters Score -8848612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -8848618.000000 Penalty: 5345.017090
	Iteration 17Q: 3 clusters Score -8848618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -8848624.000000 Penalty: 5345.017090
	Iteration 18Q: 3 clusters Score -8848624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -8848642.000000 Penalty: 5345.017090
	Iteration 19Q: 3 clusters Score -8848642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -8848658.000000 Penalty: 5345.017090
	Iteration 20F: 3 clusters Score -8848658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -8848667.000000 Penalty: 5345.017090
	Iteration 21Q: 3 clusters Score -8848667 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -8848670.000000 Penalty: 5345.017090
	Iteration 22Q: 3 clusters Score -8848670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -8848659.000000 Penalty: 5345.017090
	Iteration 23Q: 3 clusters Score -8848659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -8848653.000000 Penalty: 5345.017090
	Iteration 24Q: 3 clusters Score -8848653 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -8848664.000000 Penalty: 5345.017090
	Iteration 25Q: 3 clusters Score -8848664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -8848654.000000 Penalty: 5345.017090
	Iteration 26Q: 3 clusters Score -8848654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -8848659.000000 Penalty: 5345.017090
	Iteration 27Q: 3 clusters Score -8848659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -8848659.000000 Penalty: 5345.017090
	Iteration 28Q: 3 clusters Score -8848659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -8848672.000000 Penalty: 5345.017090
	Iteration 29Q: 3 clusters Score -8848672 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -8848684.000000 Penalty: 5345.017090
	Iteration 30Q: 3 clusters Score -8848684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -8848703.000000 Penalty: 5345.017090
	Iteration 31Q: 3 clusters Score -8848703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -8848726.000000 Penalty: 5345.017090
	Iteration 32Q: 3 clusters Score -8848726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -8848730.000000 Penalty: 5345.017090
	Iteration 33Q: 3 clusters Score -8848730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -8848760.000000 Penalty: 5345.017090
	Iteration 34Q: 3 clusters Score -8848760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -8848751.000000 Penalty: 5345.017090
	Iteration 35Q: 3 clusters Score -8848751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -8848765.000000 Penalty: 5345.017090
	Iteration 36Q: 3 clusters Score -8848765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -8848783.000000 Penalty: 5345.017090
	Iteration 37Q: 3 clusters Score -8848783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -8848779.000000 Penalty: 5345.017090
	Iteration 38Q: 3 clusters Score -8848779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -8848791.000000 Penalty: 5345.017090
	Iteration 39Q: 3 clusters Score -8848791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -8848786.000000 Penalty: 5345.017090
	Iteration 40F: 3 clusters Score -8848786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -8848787.000000 Penalty: 5345.017090
	Iteration 41Q: 3 clusters Score -8848787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -8848783.000000 Penalty: 5345.017090
	Iteration 42Q: 3 clusters Score -8848783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -8848782.000000 Penalty: 5345.017090
	Iteration 43Q: 3 clusters Score -8848782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -8848783.000000 Penalty: 5345.017090
	Iteration 44Q: 3 clusters Score -8848783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -8848783.000000 Penalty: 5345.017090
	Iteration 45Q: 3 clusters Score -8848783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -8848784.000000 Penalty: 5345.017090
	Iteration 46Q: 3 clusters Score -8848784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -8848779.000000 Penalty: 5345.017090
	Iteration 47Q: 3 clusters Score -8848779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -8848781.000000 Penalty: 5345.017090
	Iteration 48Q: 3 clusters Score -8848781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -8848782.000000 Penalty: 5345.017090
	Iteration 49Q: 3 clusters Score -8848782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -8848783.000000 Penalty: 5345.017090
	Iteration 50Q: 3 clusters Score -8848783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -8848798.000000 Penalty: 5345.017090
	Iteration 51Q: 3 clusters Score -8848798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -8848787.000000 Penalty: 5345.017090
	Iteration 52Q: 3 clusters Score -8848787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -8848791.000000 Penalty: 5345.017090
	Iteration 53Q: 3 clusters Score -8848791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -8848782.000000 Penalty: 5345.017090
	Iteration 54Q: 3 clusters Score -8848782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -8848786.000000 Penalty: 5345.017090
	Iteration 55Q: 3 clusters Score -8848786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -8848786.000000 Penalty: 5345.017090
	Iteration 56F: 3 clusters Score -8848786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -75208.070312 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -75208.07 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 229 members 
Entering Unmasked Estep 
Score: -73803.460938 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -73803.46 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -74029.843750 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -74029.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -74099.171875 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -74099.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -74130.140625 Penalty: 3026.869141
	Iteration 3Q: 3 clusters Score -74130.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74150.515625 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -74150.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -74154.843750 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -74154.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -74154.843750 Penalty: 3026.869141
	Iteration 6F: 3 clusters Score -74154.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Entering Unmasked Estep 
Score: -9006335.000000 Penalty: 2675.152100
	Iteration 0F: 2 clusters Score -9006335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -8976922.000000 Penalty: 5350.304199
	Iteration 0F: 3 clusters Score -8976922 nChanged 22412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -8989547.000000 Penalty: 5350.304199
	Iteration 1F: 3 clusters Score -8989547 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -8990142.000000 Penalty: 5350.304199
	Iteration 2Q: 3 clusters Score -8990142 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -8990872.000000 Penalty: 5350.304199
	Iteration 3Q: 3 clusters Score -8990872 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -8991851.000000 Penalty: 5350.304199
	Iteration 4Q: 3 clusters Score -8991851 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -8993343.000000 Penalty: 5350.304199
	Iteration 5F: 3 clusters Score -8993343 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -8995686.000000 Penalty: 5350.304199
	Iteration 6F: 3 clusters Score -8995686 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -8998671.000000 Penalty: 5350.304199
	Iteration 7F: 3 clusters Score -8998671 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -9001920.000000 Penalty: 5350.304199
	Iteration 8F: 3 clusters Score -9001920 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -9003708.000000 Penalty: 5350.304199
	Iteration 9F: 3 clusters Score -9003708 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -9004273.000000 Penalty: 5350.304199
	Iteration 10Q: 3 clusters Score -9004273 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -9004217.000000 Penalty: 5350.304199
	Iteration 11Q: 3 clusters Score -9004217 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -9004185.000000 Penalty: 5350.304199
	Iteration 12Q: 3 clusters Score -9004185 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -9004186.000000 Penalty: 5350.304199
	Iteration 13Q: 3 clusters Score -9004186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -9004220.000000 Penalty: 5350.304199
	Iteration 14Q: 3 clusters Score -9004220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -9004240.000000 Penalty: 5350.304199
	Iteration 15Q: 3 clusters Score -9004240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -9004249.000000 Penalty: 5350.304199
	Iteration 16Q: 3 clusters Score -9004249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -9004251.000000 Penalty: 5350.304199
	Iteration 17Q: 3 clusters Score -9004251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -9004254.000000 Penalty: 5350.304199
	Iteration 18Q: 3 clusters Score -9004254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -9004256.000000 Penalty: 5350.304199
	Iteration 19Q: 3 clusters Score -9004256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -9004258.000000 Penalty: 5350.304199
	Iteration 20F: 3 clusters Score -9004258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -9004260.000000 Penalty: 5350.304199
	Iteration 21Q: 3 clusters Score -9004260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -9004263.000000 Penalty: 5350.304199
	Iteration 22Q: 3 clusters Score -9004263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -9004267.000000 Penalty: 5350.304199
	Iteration 23Q: 3 clusters Score -9004267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -9004267.000000 Penalty: 5350.304199
	Iteration 24F: 3 clusters Score -9004267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -95360.789062 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -95360.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -93788.148438 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -93788.15 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -93983.257812 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -93983.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -94096.492188 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -94096.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94161.156250 Penalty: 3127.912598
	Iteration 3Q: 3 clusters Score -94161.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -94185.757812 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -94185.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94195.609375 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -94195.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94199.375000 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -94199.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94206.953125 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -94206.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94210.820312 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -94210.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94213.804688 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -94213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94216.085938 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -94216.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94218.140625 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -94218.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94219.421875 Penalty: 3127.912598
	Iteration 12Q: 3 clusters Score -94219.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -94219.421875 Penalty: 3127.912598
	Iteration 13F: 3 clusters Score -94219.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Entering Unmasked Estep 
Score: -118227.257812 Penalty: 1693.251953
	Iteration 0F: 2 clusters Score -118227.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -116567.898438 Penalty: 3386.503906
	Iteration 0F: 3 clusters Score -116567.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -117367.812500 Penalty: 3386.503906
	Iteration 1F: 3 clusters Score -117367.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117793.515625 Penalty: 3386.503906
	Iteration 2F: 3 clusters Score -117793.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118184.898438 Penalty: 3386.503906
	Iteration 3F: 3 clusters Score -118184.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -118438.859375 Penalty: 3386.503906
	Iteration 4F: 3 clusters Score -118438.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -118537.859375 Penalty: 3386.503906
	Iteration 5Q: 3 clusters Score -118537.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -118576.445312 Penalty: 3386.503906
	Iteration 6Q: 3 clusters Score -118576.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -118624.679688 Penalty: 3386.503906
	Iteration 7Q: 3 clusters Score -118624.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -118672.312500 Penalty: 3386.503906
	Iteration 8Q: 3 clusters Score -118672.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -118702.890625 Penalty: 3386.503906
	Iteration 9Q: 3 clusters Score -118702.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -118724.437500 Penalty: 3386.503906
	Iteration 10Q: 3 clusters Score -118724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118749.078125 Penalty: 3386.503906
	Iteration 11Q: 3 clusters Score -118749.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118755.484375 Penalty: 3386.503906
	Iteration 12Q: 3 clusters Score -118755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118755.484375 Penalty: 3386.503906
	Iteration 13F: 3 clusters Score -118755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 43464 members 
Mstep: Class 3 contains 47199 members 
Mstep: Class 4 contains 44611 members 
Mstep: Class 5 contains 53607 members 
Mstep: Class 6 contains 48590 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 43933 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 44454 members 
Mstep: Class 11 contains 47870 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 48383 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 440 members 
Mstep: Class 16 contains 43157 members 
Mstep: Class 17 contains 42294 members 
Mstep: Class 18 contains 1169 members 
Mstep: Class 19 contains 43873 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 47279 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 48413 members 
Mstep: Class 24 contains 483 members 
Entering Unmasked Estep 
Score: -126897152.000000 Penalty: 80096.007812
Splitting cluster 15 changes total score from -126898312.000000 to -126897152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (43157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Entering Unmasked Estep 
Score: -7957939.500000 Penalty: 2646.804688
	Iteration 0F: 2 clusters Score -7957940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -7929264.000000 Penalty: 5293.609375
	Iteration 0F: 3 clusters Score -7929264 nChanged 19782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -7940091.500000 Penalty: 5293.609375
	Iteration 1F: 3 clusters Score -7940092 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -7940532.500000 Penalty: 5293.609375
	Iteration 2Q: 3 clusters Score -7940532 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -7940848.500000 Penalty: 5293.609375
	Iteration 3Q: 3 clusters Score -7940848 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -7941129.500000 Penalty: 5293.609375
	Iteration 4Q: 3 clusters Score -7941130 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -7941428.000000 Penalty: 5293.609375
	Iteration 5Q: 3 clusters Score -7941428 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -7941616.500000 Penalty: 5293.609375
	Iteration 6Q: 3 clusters Score -7941616 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -7941994.500000 Penalty: 5293.609375
	Iteration 7Q: 3 clusters Score -7941994 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -7942359.000000 Penalty: 5293.609375
	Iteration 8Q: 3 clusters Score -7942359 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -7942902.000000 Penalty: 5293.609375
	Iteration 9Q: 3 clusters Score -7942902 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -7943601.500000 Penalty: 5293.609375
	Iteration 10Q: 3 clusters Score -7943602 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -7944295.500000 Penalty: 5293.609375
	Iteration 11Q: 3 clusters Score -7944296 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -7945047.000000 Penalty: 5293.609375
	Iteration 12Q: 3 clusters Score -7945047 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -7945948.000000 Penalty: 5293.609375
	Iteration 13Q: 3 clusters Score -7945948 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -7947108.000000 Penalty: 5293.609375
	Iteration 14Q: 3 clusters Score -7947108 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -7948522.500000 Penalty: 5293.609375
	Iteration 15F: 3 clusters Score -7948522 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -7949933.000000 Penalty: 5293.609375
	Iteration 16F: 3 clusters Score -7949933 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -7950879.000000 Penalty: 5293.609375
	Iteration 17Q: 3 clusters Score -7950879 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -7951379.500000 Penalty: 5293.609375
	Iteration 18Q: 3 clusters Score -7951380 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -7951734.000000 Penalty: 5293.609375
	Iteration 19Q: 3 clusters Score -7951734 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -7952026.000000 Penalty: 5293.609375
	Iteration 20F: 3 clusters Score -7952026 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -7952289.500000 Penalty: 5293.609375
	Iteration 21Q: 3 clusters Score -7952290 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -7952549.000000 Penalty: 5293.609375
	Iteration 22Q: 3 clusters Score -7952549 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -7952836.000000 Penalty: 5293.609375
	Iteration 23Q: 3 clusters Score -7952836 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -7953143.000000 Penalty: 5293.609375
	Iteration 24Q: 3 clusters Score -7953143 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -7953423.500000 Penalty: 5293.609375
	Iteration 25Q: 3 clusters Score -7953424 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -7953797.000000 Penalty: 5293.609375
	Iteration 26Q: 3 clusters Score -7953797 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -7954126.500000 Penalty: 5293.609375
	Iteration 27Q: 3 clusters Score -7954126 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -7954398.000000 Penalty: 5293.609375
	Iteration 28Q: 3 clusters Score -7954398 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -7954674.000000 Penalty: 5293.609375
	Iteration 29Q: 3 clusters Score -7954674 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -7954967.000000 Penalty: 5293.609375
	Iteration 30Q: 3 clusters Score -7954967 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -7955222.000000 Penalty: 5293.609375
	Iteration 31Q: 3 clusters Score -7955222 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -7955451.000000 Penalty: 5293.609375
	Iteration 32Q: 3 clusters Score -7955451 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -7955634.500000 Penalty: 5293.609375
	Iteration 33Q: 3 clusters Score -7955634 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -7955816.500000 Penalty: 5293.609375
	Iteration 34Q: 3 clusters Score -7955816 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -7955901.500000 Penalty: 5293.609375
	Iteration 35Q: 3 clusters Score -7955902 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -7956007.000000 Penalty: 5293.609375
	Iteration 36Q: 3 clusters Score -7956007 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -7956075.500000 Penalty: 5293.609375
	Iteration 37Q: 3 clusters Score -7956076 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -7956171.000000 Penalty: 5293.609375
	Iteration 38Q: 3 clusters Score -7956171 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -7956234.500000 Penalty: 5293.609375
	Iteration 39Q: 3 clusters Score -7956234 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -7956314.500000 Penalty: 5293.609375
	Iteration 40F: 3 clusters Score -7956314 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -7956403.000000 Penalty: 5293.609375
	Iteration 41Q: 3 clusters Score -7956403 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -7956473.500000 Penalty: 5293.609375
	Iteration 42Q: 3 clusters Score -7956474 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -7956547.000000 Penalty: 5293.609375
	Iteration 43Q: 3 clusters Score -7956547 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -7956609.500000 Penalty: 5293.609375
	Iteration 44Q: 3 clusters Score -7956610 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -7956655.500000 Penalty: 5293.609375
	Iteration 45Q: 3 clusters Score -7956656 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -7956679.500000 Penalty: 5293.609375
	Iteration 46Q: 3 clusters Score -7956680 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -7956703.500000 Penalty: 5293.609375
	Iteration 47Q: 3 clusters Score -7956704 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -7956737.000000 Penalty: 5293.609375
	Iteration 48Q: 3 clusters Score -7956737 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -7956775.000000 Penalty: 5293.609375
	Iteration 49Q: 3 clusters Score -7956775 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -7956808.000000 Penalty: 5293.609375
	Iteration 50Q: 3 clusters Score -7956808 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -7956839.500000 Penalty: 5293.609375
	Iteration 51Q: 3 clusters Score -7956840 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -7956846.500000 Penalty: 5293.609375
	Iteration 52Q: 3 clusters Score -7956846 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -7956853.000000 Penalty: 5293.609375
	Iteration 53Q: 3 clusters Score -7956853 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -7956895.500000 Penalty: 5293.609375
	Iteration 54Q: 3 clusters Score -7956896 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -7956892.500000 Penalty: 5293.609375
	Iteration 55Q: 3 clusters Score -7956892 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -7956895.000000 Penalty: 5293.609375
	Iteration 56Q: 3 clusters Score -7956895 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -7956902.000000 Penalty: 5293.609375
	Iteration 57Q: 3 clusters Score -7956902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -7956907.500000 Penalty: 5293.609375
	Iteration 58Q: 3 clusters Score -7956908 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -7956889.500000 Penalty: 5293.609375
	Iteration 59Q: 3 clusters Score -7956890 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -7956903.000000 Penalty: 5293.609375
	Iteration 60F: 3 clusters Score -7956903 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -7956901.000000 Penalty: 5293.609375
	Iteration 61Q: 3 clusters Score -7956901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -7956920.000000 Penalty: 5293.609375
	Iteration 62Q: 3 clusters Score -7956920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -7956934.500000 Penalty: 5293.609375
	Iteration 63Q: 3 clusters Score -7956934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -7956946.500000 Penalty: 5293.609375
	Iteration 64Q: 3 clusters Score -7956946 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -7956962.500000 Penalty: 5293.609375
	Iteration 65Q: 3 clusters Score -7956962 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -7956984.000000 Penalty: 5293.609375
	Iteration 66Q: 3 clusters Score -7956984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -7956985.000000 Penalty: 5293.609375
	Iteration 67Q: 3 clusters Score -7956985 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -7956987.000000 Penalty: 5293.609375
	Iteration 68Q: 3 clusters Score -7956987 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -7957010.500000 Penalty: 5293.609375
	Iteration 69Q: 3 clusters Score -7957010 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -7957017.500000 Penalty: 5293.609375
	Iteration 70Q: 3 clusters Score -7957018 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -7957018.000000 Penalty: 5293.609375
	Iteration 71Q: 3 clusters Score -7957018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -7957020.000000 Penalty: 5293.609375
	Iteration 72Q: 3 clusters Score -7957020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -7957029.500000 Penalty: 5293.609375
	Iteration 73Q: 3 clusters Score -7957030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -7957024.000000 Penalty: 5293.609375
	Iteration 74Q: 3 clusters Score -7957024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -7957015.500000 Penalty: 5293.609375
	Iteration 75Q: 3 clusters Score -7957016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -7957017.500000 Penalty: 5293.609375
	Iteration 76Q: 3 clusters Score -7957018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -7957021.000000 Penalty: 5293.609375
	Iteration 77Q: 3 clusters Score -7957021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -7957023.500000 Penalty: 5293.609375
	Iteration 78Q: 3 clusters Score -7957024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -7957038.000000 Penalty: 5293.609375
	Iteration 79Q: 3 clusters Score -7957038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -7957043.000000 Penalty: 5293.609375
	Iteration 80F: 3 clusters Score -7957043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -7957030.000000 Penalty: 5293.609375
	Iteration 81Q: 3 clusters Score -7957030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -7957030.000000 Penalty: 5293.609375
	Iteration 82Q: 3 clusters Score -7957030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -7957027.000000 Penalty: 5293.609375
	Iteration 83Q: 3 clusters Score -7957027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -7957022.000000 Penalty: 5293.609375
	Iteration 84Q: 3 clusters Score -7957022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -7957026.500000 Penalty: 5293.609375
	Iteration 85Q: 3 clusters Score -7957026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -7957035.000000 Penalty: 5293.609375
	Iteration 86Q: 3 clusters Score -7957035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -7957021.500000 Penalty: 5293.609375
	Iteration 87Q: 3 clusters Score -7957022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -7957019.500000 Penalty: 5293.609375
	Iteration 88Q: 3 clusters Score -7957020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -7957019.500000 Penalty: 5293.609375
	Iteration 89F: 3 clusters Score -7957020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Entering Unmasked Estep 
Score: -7831009.500000 Penalty: 2641.795410
	Iteration 0F: 2 clusters Score -7831010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -7802897.000000 Penalty: 5283.590820
	Iteration 0F: 3 clusters Score -7802897 nChanged 19321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -7813624.000000 Penalty: 5283.590820
	Iteration 1F: 3 clusters Score -7813624 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -7814069.500000 Penalty: 5283.590820
	Iteration 2Q: 3 clusters Score -7814070 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -7814563.000000 Penalty: 5283.590820
	Iteration 3Q: 3 clusters Score -7814563 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -7815203.000000 Penalty: 5283.590820
	Iteration 4Q: 3 clusters Score -7815203 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -7815993.500000 Penalty: 5283.590820
	Iteration 5Q: 3 clusters Score -7815994 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -7817057.000000 Penalty: 5283.590820
	Iteration 6Q: 3 clusters Score -7817057 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -7818495.500000 Penalty: 5283.590820
	Iteration 7F: 3 clusters Score -7818496 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -7820252.000000 Penalty: 5283.590820
	Iteration 8F: 3 clusters Score -7820252 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -7822038.000000 Penalty: 5283.590820
	Iteration 9F: 3 clusters Score -7822038 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -7823647.500000 Penalty: 5283.590820
	Iteration 10Q: 3 clusters Score -7823648 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -7824885.000000 Penalty: 5283.590820
	Iteration 11Q: 3 clusters Score -7824885 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -7825755.000000 Penalty: 5283.590820
	Iteration 12Q: 3 clusters Score -7825755 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -7826329.000000 Penalty: 5283.590820
	Iteration 13Q: 3 clusters Score -7826329 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7826797.000000 Penalty: 5283.590820
	Iteration 14Q: 3 clusters Score -7826797 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -7827181.000000 Penalty: 5283.590820
	Iteration 15Q: 3 clusters Score -7827181 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -7827496.000000 Penalty: 5283.590820
	Iteration 16Q: 3 clusters Score -7827496 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -7827795.500000 Penalty: 5283.590820
	Iteration 17Q: 3 clusters Score -7827796 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7828003.500000 Penalty: 5283.590820
	Iteration 18Q: 3 clusters Score -7828004 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7828186.500000 Penalty: 5283.590820
	Iteration 19Q: 3 clusters Score -7828186 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7828323.000000 Penalty: 5283.590820
	Iteration 20F: 3 clusters Score -7828323 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7828428.500000 Penalty: 5283.590820
	Iteration 21Q: 3 clusters Score -7828428 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -7828491.000000 Penalty: 5283.590820
	Iteration 22Q: 3 clusters Score -7828491 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -7828544.000000 Penalty: 5283.590820
	Iteration 23Q: 3 clusters Score -7828544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7828589.500000 Penalty: 5283.590820
	Iteration 24Q: 3 clusters Score -7828590 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -7828653.000000 Penalty: 5283.590820
	Iteration 25Q: 3 clusters Score -7828653 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7828695.500000 Penalty: 5283.590820
	Iteration 26Q: 3 clusters Score -7828696 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7828717.500000 Penalty: 5283.590820
	Iteration 27Q: 3 clusters Score -7828718 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7828753.500000 Penalty: 5283.590820
	Iteration 28Q: 3 clusters Score -7828754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7828764.500000 Penalty: 5283.590820
	Iteration 29Q: 3 clusters Score -7828764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7828782.500000 Penalty: 5283.590820
	Iteration 30Q: 3 clusters Score -7828782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7828796.500000 Penalty: 5283.590820
	Iteration 31Q: 3 clusters Score -7828796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7828804.000000 Penalty: 5283.590820
	Iteration 32Q: 3 clusters Score -7828804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7828816.500000 Penalty: 5283.590820
	Iteration 33Q: 3 clusters Score -7828816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7828823.000000 Penalty: 5283.590820
	Iteration 34Q: 3 clusters Score -7828823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7828832.000000 Penalty: 5283.590820
	Iteration 35Q: 3 clusters Score -7828832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7828827.500000 Penalty: 5283.590820
	Iteration 36Q: 3 clusters Score -7828828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7828828.000000 Penalty: 5283.590820
	Iteration 37Q: 3 clusters Score -7828828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7828828.000000 Penalty: 5283.590820
	Iteration 38F: 3 clusters Score -7828828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Entering Unmasked Estep 
Score: -175695.859375 Penalty: 1751.848145
	Iteration 0F: 2 clusters Score -175695.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -173765.968750 Penalty: 3503.696289
	Iteration 0F: 3 clusters Score -173766 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -174798.875000 Penalty: 3503.696289
	Iteration 1F: 3 clusters Score -174798.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -175841.171875 Penalty: 3503.696289
	Iteration 2F: 3 clusters Score -175841.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -176652.031250 Penalty: 3503.696289
	Iteration 3F: 3 clusters Score -176652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -177039.156250 Penalty: 3503.696289
	Iteration 4F: 3 clusters Score -177039.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -177262.218750 Penalty: 3503.696289
	Iteration 5Q: 3 clusters Score -177262.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -177368.500000 Penalty: 3503.696289
	Iteration 6Q: 3 clusters Score -177368.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -177423.593750 Penalty: 3503.696289
	Iteration 7Q: 3 clusters Score -177423.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -177463.828125 Penalty: 3503.696289
	Iteration 8Q: 3 clusters Score -177463.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -177476.859375 Penalty: 3503.696289
	Iteration 9Q: 3 clusters Score -177476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -177488.406250 Penalty: 3503.696289
	Iteration 10Q: 3 clusters Score -177488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -177523.484375 Penalty: 3503.696289
	Iteration 11F: 3 clusters Score -177523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -177588.062500 Penalty: 3503.696289
	Iteration 12Q: 3 clusters Score -177588.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -177630.781250 Penalty: 3503.696289
	Iteration 13Q: 3 clusters Score -177630.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -177670.312500 Penalty: 3503.696289
	Iteration 14Q: 3 clusters Score -177670.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -177686.828125 Penalty: 3503.696289
	Iteration 15Q: 3 clusters Score -177686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -177690.484375 Penalty: 3503.696289
	Iteration 16Q: 3 clusters Score -177690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -177694.640625 Penalty: 3503.696289
	Iteration 17Q: 3 clusters Score -177694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -177694.640625 Penalty: 3503.696289
	Iteration 18F: 3 clusters Score -177694.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 43464 members 
Mstep: Class 3 contains 47199 members 
Mstep: Class 4 contains 44611 members 
Mstep: Class 5 contains 53607 members 
Mstep: Class 6 contains 48590 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 43933 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 44454 members 
Mstep: Class 11 contains 47870 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 48383 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 923 members 
Mstep: Class 16 contains 43157 members 
Mstep: Class 17 contains 42294 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 43873 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 47279 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 48413 members 
Mstep: Class 24 contains 640 members 
Entering Unmasked Estep 
Score: -126898688.000000 Penalty: 80096.007812
Splitting cluster 18 changes total score from -126898312.000000 to -126898688.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (43873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Entering Unmasked Estep 
Score: -8048458.000000 Penalty: 2650.885498
	Iteration 0F: 2 clusters Score -8048458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -8019019.500000 Penalty: 5301.770996
	Iteration 0F: 3 clusters Score -8019020 nChanged 20184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -8030136.500000 Penalty: 5301.770996
	Iteration 1F: 3 clusters Score -8030136 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -8030675.000000 Penalty: 5301.770996
	Iteration 2Q: 3 clusters Score -8030675 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -8031208.000000 Penalty: 5301.770996
	Iteration 3Q: 3 clusters Score -8031208 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -8031882.000000 Penalty: 5301.770996
	Iteration 4Q: 3 clusters Score -8031882 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -8032811.500000 Penalty: 5301.770996
	Iteration 5Q: 3 clusters Score -8032812 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -8034180.000000 Penalty: 5301.770996
	Iteration 6F: 3 clusters Score -8034180 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -8036149.500000 Penalty: 5301.770996
	Iteration 7F: 3 clusters Score -8036150 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -8038719.500000 Penalty: 5301.770996
	Iteration 8F: 3 clusters Score -8038720 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -8041362.500000 Penalty: 5301.770996
	Iteration 9F: 3 clusters Score -8041362 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -8043564.500000 Penalty: 5301.770996
	Iteration 10F: 3 clusters Score -8043564 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -8044927.000000 Penalty: 5301.770996
	Iteration 11Q: 3 clusters Score -8044927 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -8045627.500000 Penalty: 5301.770996
	Iteration 12Q: 3 clusters Score -8045628 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -8045966.000000 Penalty: 5301.770996
	Iteration 13Q: 3 clusters Score -8045966 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -8046117.000000 Penalty: 5301.770996
	Iteration 14Q: 3 clusters Score -8046117 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -8046210.500000 Penalty: 5301.770996
	Iteration 15Q: 3 clusters Score -8046210 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -8046288.000000 Penalty: 5301.770996
	Iteration 16Q: 3 clusters Score -8046288 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -8046347.500000 Penalty: 5301.770996
	Iteration 17Q: 3 clusters Score -8046348 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -8046384.500000 Penalty: 5301.770996
	Iteration 18Q: 3 clusters Score -8046384 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -8046455.000000 Penalty: 5301.770996
	Iteration 19Q: 3 clusters Score -8046455 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -8046509.500000 Penalty: 5301.770996
	Iteration 20F: 3 clusters Score -8046510 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -8046518.000000 Penalty: 5301.770996
	Iteration 21Q: 3 clusters Score -8046518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -8046549.500000 Penalty: 5301.770996
	Iteration 22Q: 3 clusters Score -8046550 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -8046556.500000 Penalty: 5301.770996
	Iteration 23Q: 3 clusters Score -8046556 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -8046590.000000 Penalty: 5301.770996
	Iteration 24Q: 3 clusters Score -8046590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -8046597.500000 Penalty: 5301.770996
	Iteration 25Q: 3 clusters Score -8046598 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -8046601.000000 Penalty: 5301.770996
	Iteration 26Q: 3 clusters Score -8046601 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -8046624.000000 Penalty: 5301.770996
	Iteration 27Q: 3 clusters Score -8046624 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -8046660.000000 Penalty: 5301.770996
	Iteration 28Q: 3 clusters Score -8046660 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -8046666.000000 Penalty: 5301.770996
	Iteration 29Q: 3 clusters Score -8046666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -8046668.000000 Penalty: 5301.770996
	Iteration 30Q: 3 clusters Score -8046668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -8046680.000000 Penalty: 5301.770996
	Iteration 31Q: 3 clusters Score -8046680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -8046667.500000 Penalty: 5301.770996
	Iteration 32Q: 3 clusters Score -8046668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -8046676.000000 Penalty: 5301.770996
	Iteration 33Q: 3 clusters Score -8046676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -8046664.500000 Penalty: 5301.770996
	Iteration 34Q: 3 clusters Score -8046664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -8046671.000000 Penalty: 5301.770996
	Iteration 35Q: 3 clusters Score -8046671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -8046674.000000 Penalty: 5301.770996
	Iteration 36Q: 3 clusters Score -8046674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -8046673.000000 Penalty: 5301.770996
	Iteration 37Q: 3 clusters Score -8046673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8046679.000000 Penalty: 5301.770996
	Iteration 38Q: 3 clusters Score -8046679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -8046683.000000 Penalty: 5301.770996
	Iteration 39Q: 3 clusters Score -8046683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -8046688.000000 Penalty: 5301.770996
	Iteration 40F: 3 clusters Score -8046688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -8046696.000000 Penalty: 5301.770996
	Iteration 41Q: 3 clusters Score -8046696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -8046684.500000 Penalty: 5301.770996
	Iteration 42Q: 3 clusters Score -8046684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -8046689.500000 Penalty: 5301.770996
	Iteration 43Q: 3 clusters Score -8046690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -8046673.500000 Penalty: 5301.770996
	Iteration 44Q: 3 clusters Score -8046674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -8046677.000000 Penalty: 5301.770996
	Iteration 45Q: 3 clusters Score -8046677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -8046685.500000 Penalty: 5301.770996
	Iteration 46Q: 3 clusters Score -8046686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -8046679.500000 Penalty: 5301.770996
	Iteration 47Q: 3 clusters Score -8046680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -8046682.500000 Penalty: 5301.770996
	Iteration 48Q: 3 clusters Score -8046682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -8046682.500000 Penalty: 5301.770996
	Iteration 49F: 3 clusters Score -8046682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -49070.859375 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -49070.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47906.632812 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -47906.63 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -48519.464844 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -48519.46 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -48895.179688 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -48895.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49116.257812 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -49116.26 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -49254.707031 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -49254.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49332.656250 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -49332.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -49369.136719 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -49369.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -49379.363281 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -49379.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -49379.363281 Penalty: 3102.852051
	Iteration 8F: 3 clusters Score -49379.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 43464 members 
Mstep: Class 3 contains 47199 members 
Mstep: Class 4 contains 44611 members 
Mstep: Class 5 contains 53607 members 
Mstep: Class 6 contains 48590 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 43933 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 44454 members 
Mstep: Class 11 contains 47870 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 48383 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 923 members 
Mstep: Class 16 contains 43157 members 
Mstep: Class 17 contains 42294 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 43873 members 
Mstep: Class 20 contains 144 members 
Mstep: Class 21 contains 47279 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 48413 members 
Mstep: Class 24 contains 640 members 
Mstep: Class 25 contains 377 members 
Entering Unmasked Estep 
Score: -126897224.000000 Penalty: 83433.343750
Splitting cluster 20 changes total score from -126898312.000000 to -126897224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (47279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Entering Unmasked Estep 
Score: -8786951.000000 Penalty: 2669.427734
	Iteration 0F: 2 clusters Score -8786951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -8757602.000000 Penalty: 5338.855469
	Iteration 0F: 3 clusters Score -8757602 nChanged 21694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -8769596.000000 Penalty: 5338.855469
	Iteration 1F: 3 clusters Score -8769596 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -8770183.000000 Penalty: 5338.855469
	Iteration 2Q: 3 clusters Score -8770183 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -8770634.000000 Penalty: 5338.855469
	Iteration 3Q: 3 clusters Score -8770634 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -8771136.000000 Penalty: 5338.855469
	Iteration 4Q: 3 clusters Score -8771136 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -8771845.000000 Penalty: 5338.855469
	Iteration 5Q: 3 clusters Score -8771845 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -8772796.000000 Penalty: 5338.855469
	Iteration 6Q: 3 clusters Score -8772796 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -8774469.000000 Penalty: 5338.855469
	Iteration 7F: 3 clusters Score -8774469 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -8776982.000000 Penalty: 5338.855469
	Iteration 8F: 3 clusters Score -8776982 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -8780249.000000 Penalty: 5338.855469
	Iteration 9F: 3 clusters Score -8780249 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -8783097.000000 Penalty: 5338.855469
	Iteration 10F: 3 clusters Score -8783097 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8784078.000000 Penalty: 5338.855469
	Iteration 11Q: 3 clusters Score -8784078 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8784390.000000 Penalty: 5338.855469
	Iteration 12Q: 3 clusters Score -8784390 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8784523.000000 Penalty: 5338.855469
	Iteration 13Q: 3 clusters Score -8784523 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8784601.000000 Penalty: 5338.855469
	Iteration 14Q: 3 clusters Score -8784601 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8784665.000000 Penalty: 5338.855469
	Iteration 15Q: 3 clusters Score -8784665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8784685.000000 Penalty: 5338.855469
	Iteration 16Q: 3 clusters Score -8784685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8784699.000000 Penalty: 5338.855469
	Iteration 17Q: 3 clusters Score -8784699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8784723.000000 Penalty: 5338.855469
	Iteration 18Q: 3 clusters Score -8784723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8784730.000000 Penalty: 5338.855469
	Iteration 19Q: 3 clusters Score -8784730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8784737.000000 Penalty: 5338.855469
	Iteration 20F: 3 clusters Score -8784737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8784736.000000 Penalty: 5338.855469
	Iteration 21Q: 3 clusters Score -8784736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8784741.000000 Penalty: 5338.855469
	Iteration 22Q: 3 clusters Score -8784741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8784740.000000 Penalty: 5338.855469
	Iteration 23Q: 3 clusters Score -8784740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8784745.000000 Penalty: 5338.855469
	Iteration 24Q: 3 clusters Score -8784745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8784750.000000 Penalty: 5338.855469
	Iteration 25Q: 3 clusters Score -8784750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8784750.000000 Penalty: 5338.855469
	Iteration 26F: 3 clusters Score -8784750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Entering Unmasked Estep 
Score: -421188.312500 Penalty: 1938.271362
	Iteration 0F: 2 clusters Score -421188.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -418308.906250 Penalty: 3876.542725
	Iteration 0F: 3 clusters Score -418308.9 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -418906.625000 Penalty: 3876.542725
	Iteration 1F: 3 clusters Score -418906.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -419091.406250 Penalty: 3876.542725
	Iteration 2F: 3 clusters Score -419091.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -419248.437500 Penalty: 3876.542725
	Iteration 3F: 3 clusters Score -419248.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -419347.593750 Penalty: 3876.542725
	Iteration 4Q: 3 clusters Score -419347.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -419433.125000 Penalty: 3876.542725
	Iteration 5Q: 3 clusters Score -419433.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -419531.312500 Penalty: 3876.542725
	Iteration 6Q: 3 clusters Score -419531.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -419626.593750 Penalty: 3876.542725
	Iteration 7Q: 3 clusters Score -419626.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -419739.812500 Penalty: 3876.542725
	Iteration 8Q: 3 clusters Score -419739.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -419814.312500 Penalty: 3876.542725
	Iteration 9Q: 3 clusters Score -419814.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -419863.375000 Penalty: 3876.542725
	Iteration 10Q: 3 clusters Score -419863.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -419900.062500 Penalty: 3876.542725
	Iteration 11Q: 3 clusters Score -419900.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -419923.156250 Penalty: 3876.542725
	Iteration 12Q: 3 clusters Score -419923.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -419942.875000 Penalty: 3876.542725
	Iteration 13Q: 3 clusters Score -419942.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -419959.750000 Penalty: 3876.542725
	Iteration 14Q: 3 clusters Score -419959.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -419977.187500 Penalty: 3876.542725
	Iteration 15Q: 3 clusters Score -419977.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -419993.500000 Penalty: 3876.542725
	Iteration 16Q: 3 clusters Score -419993.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -420004.093750 Penalty: 3876.542725
	Iteration 17Q: 3 clusters Score -420004.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -420009.468750 Penalty: 3876.542725
	Iteration 18Q: 3 clusters Score -420009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -420010.468750 Penalty: 3876.542725
	Iteration 19Q: 3 clusters Score -420010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -420011.250000 Penalty: 3876.542725
	Iteration 20F: 3 clusters Score -420011.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -420012.343750 Penalty: 3876.542725
	Iteration 21Q: 3 clusters Score -420012.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -420012.812500 Penalty: 3876.542725
	Iteration 22Q: 3 clusters Score -420012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -420012.156250 Penalty: 3876.542725
	Iteration 23Q: 3 clusters Score -420012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -420012.156250 Penalty: 3876.542725
	Iteration 24F: 3 clusters Score -420012.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Entering Unmasked Estep 
Score: -8848859.000000 Penalty: 2675.305664
	Iteration 0F: 2 clusters Score -8848859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -8817895.000000 Penalty: 5350.611328
	Iteration 0F: 3 clusters Score -8817895 nChanged 22351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -8830152.000000 Penalty: 5350.611328
	Iteration 1F: 3 clusters Score -8830152 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -8830613.000000 Penalty: 5350.611328
	Iteration 2Q: 3 clusters Score -8830613 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -8830962.000000 Penalty: 5350.611328
	Iteration 3Q: 3 clusters Score -8830962 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -8831296.000000 Penalty: 5350.611328
	Iteration 4Q: 3 clusters Score -8831296 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -8831645.000000 Penalty: 5350.611328
	Iteration 5Q: 3 clusters Score -8831645 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -8832015.000000 Penalty: 5350.611328
	Iteration 6Q: 3 clusters Score -8832015 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -8832610.000000 Penalty: 5350.611328
	Iteration 7Q: 3 clusters Score -8832610 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -8833437.000000 Penalty: 5350.611328
	Iteration 8Q: 3 clusters Score -8833437 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -8834598.000000 Penalty: 5350.611328
	Iteration 9Q: 3 clusters Score -8834598 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -8836299.000000 Penalty: 5350.611328
	Iteration 10Q: 3 clusters Score -8836299 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -8838482.000000 Penalty: 5350.611328
	Iteration 11F: 3 clusters Score -8838482 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -8840806.000000 Penalty: 5350.611328
	Iteration 12F: 3 clusters Score -8840806 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -8842959.000000 Penalty: 5350.611328
	Iteration 13F: 3 clusters Score -8842959 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -8844640.000000 Penalty: 5350.611328
	Iteration 14Q: 3 clusters Score -8844640 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -8845540.000000 Penalty: 5350.611328
	Iteration 15Q: 3 clusters Score -8845540 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -8846053.000000 Penalty: 5350.611328
	Iteration 16Q: 3 clusters Score -8846053 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -8846249.000000 Penalty: 5350.611328
	Iteration 17Q: 3 clusters Score -8846249 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -8846426.000000 Penalty: 5350.611328
	Iteration 18Q: 3 clusters Score -8846426 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -8846521.000000 Penalty: 5350.611328
	Iteration 19Q: 3 clusters Score -8846521 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -8846597.000000 Penalty: 5350.611328
	Iteration 20F: 3 clusters Score -8846597 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -8846669.000000 Penalty: 5350.611328
	Iteration 21Q: 3 clusters Score -8846669 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -8846725.000000 Penalty: 5350.611328
	Iteration 22Q: 3 clusters Score -8846725 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -8846739.000000 Penalty: 5350.611328
	Iteration 23Q: 3 clusters Score -8846739 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -8846760.000000 Penalty: 5350.611328
	Iteration 24Q: 3 clusters Score -8846760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -8846761.000000 Penalty: 5350.611328
	Iteration 25Q: 3 clusters Score -8846761 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -8846789.000000 Penalty: 5350.611328
	Iteration 26Q: 3 clusters Score -8846789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -8846781.000000 Penalty: 5350.611328
	Iteration 27Q: 3 clusters Score -8846781 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -8846802.000000 Penalty: 5350.611328
	Iteration 28Q: 3 clusters Score -8846802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -8846790.000000 Penalty: 5350.611328
	Iteration 29Q: 3 clusters Score -8846790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -8846791.000000 Penalty: 5350.611328
	Iteration 30Q: 3 clusters Score -8846791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -8846791.000000 Penalty: 5350.611328
	Iteration 31Q: 3 clusters Score -8846791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -8846802.000000 Penalty: 5350.611328
	Iteration 32Q: 3 clusters Score -8846802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -8846811.000000 Penalty: 5350.611328
	Iteration 33Q: 3 clusters Score -8846811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -8846800.000000 Penalty: 5350.611328
	Iteration 34Q: 3 clusters Score -8846800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -8846805.000000 Penalty: 5350.611328
	Iteration 35Q: 3 clusters Score -8846805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -8846820.000000 Penalty: 5350.611328
	Iteration 36Q: 3 clusters Score -8846820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -8846818.000000 Penalty: 5350.611328
	Iteration 37Q: 3 clusters Score -8846818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -8846813.000000 Penalty: 5350.611328
	Iteration 38Q: 3 clusters Score -8846813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -8846811.000000 Penalty: 5350.611328
	Iteration 39Q: 3 clusters Score -8846811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -8846811.000000 Penalty: 5350.611328
	Iteration 40F: 3 clusters Score -8846811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -8846814.000000 Penalty: 5350.611328
	Iteration 41Q: 3 clusters Score -8846814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -8846820.000000 Penalty: 5350.611328
	Iteration 42Q: 3 clusters Score -8846820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -8846824.000000 Penalty: 5350.611328
	Iteration 43Q: 3 clusters Score -8846824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -8846829.000000 Penalty: 5350.611328
	Iteration 44Q: 3 clusters Score -8846829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -8846829.000000 Penalty: 5350.611328
	Iteration 45Q: 3 clusters Score -8846829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -8846833.000000 Penalty: 5350.611328
	Iteration 46Q: 3 clusters Score -8846833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -8846833.000000 Penalty: 5350.611328
	Iteration 47F: 3 clusters Score -8846833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 43464 members 
Mstep: Class 3 contains 47199 members 
Mstep: Class 4 contains 44611 members 
Mstep: Class 5 contains 53607 members 
Mstep: Class 6 contains 48590 members 
Mstep: Class 7 contains 14262 members 
Mstep: Class 8 contains 43933 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 44454 members 
Mstep: Class 11 contains 47870 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 48383 members 
Mstep: Class 14 contains 548 members 
Mstep: Class 15 contains 923 members 
Mstep: Class 16 contains 43157 members 
Mstep: Class 17 contains 42294 members 
Mstep: Class 18 contains 529 members 
Mstep: Class 19 contains 43873 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 47279 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 48413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126899336.000000 Penalty: 80096.007812
Iteration 79Q: 25 clusters Score -1.268993e+08 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 43467 members 
Mstep: Class 3 contains 47252 members 
Mstep: Class 4 contains 44619 members 
Mstep: Class 5 contains 53276 members 
Mstep: Class 6 contains 48399 members 
Mstep: Class 7 contains 14068 members 
Mstep: Class 8 contains 44095 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 44519 members 
Mstep: Class 11 contains 47858 members 
Mstep: Class 12 contains 447 members 
Mstep: Class 13 contains 48897 members 
Mstep: Class 14 contains 546 members 
Mstep: Class 15 contains 928 members 
Mstep: Class 16 contains 43132 members 
Mstep: Class 17 contains 42427 members 
Mstep: Class 18 contains 539 members 
Mstep: Class 19 contains 43838 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 47191 members 
Mstep: Class 22 contains 2479 members 
Mstep: Class 23 contains 48298 members 
Mstep: Class 24 contains 633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126899600.000000 Penalty: 80096.007812
Iteration 80F: 25 clusters Score -1.268996e+08 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 43461 members 
Mstep: Class 3 contains 47249 members 
Mstep: Class 4 contains 44593 members 
Mstep: Class 5 contains 52982 members 
Mstep: Class 6 contains 48355 members 
Mstep: Class 7 contains 13832 members 
Mstep: Class 8 contains 44260 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 44532 members 
Mstep: Class 11 contains 48038 members 
Mstep: Class 12 contains 446 members 
Mstep: Class 13 contains 49270 members 
Mstep: Class 14 contains 544 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 43141 members 
Mstep: Class 17 contains 42476 members 
Mstep: Class 18 contains 546 members 
Mstep: Class 19 contains 43754 members 
Mstep: Class 20 contains 521 members 
Mstep: Class 21 contains 47082 members 
Mstep: Class 22 contains 2412 members 
Mstep: Class 23 contains 48244 members 
Mstep: Class 24 contains 732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126899520.000000 Penalty: 80096.007812
Iteration 81Q: 25 clusters Score -1.268995e+08 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 43501 members 
Mstep: Class 3 contains 47258 members 
Mstep: Class 4 contains 44576 members 
Mstep: Class 5 contains 52786 members 
Mstep: Class 6 contains 48320 members 
Mstep: Class 7 contains 13650 members 
Mstep: Class 8 contains 44381 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 44526 members 
Mstep: Class 11 contains 48065 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 49557 members 
Mstep: Class 14 contains 543 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 43134 members 
Mstep: Class 17 contains 42556 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 43677 members 
Mstep: Class 20 contains 520 members 
Mstep: Class 21 contains 47013 members 
Mstep: Class 22 contains 2404 members 
Mstep: Class 23 contains 48198 members 
Mstep: Class 24 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900344.000000 Penalty: 80096.007812
Iteration 82Q: 25 clusters Score -1.269003e+08 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 43553 members 
Mstep: Class 3 contains 47199 members 
Mstep: Class 4 contains 44592 members 
Mstep: Class 5 contains 52558 members 
Mstep: Class 6 contains 48388 members 
Mstep: Class 7 contains 13498 members 
Mstep: Class 8 contains 44502 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 44491 members 
Mstep: Class 11 contains 47996 members 
Mstep: Class 12 contains 445 members 
Mstep: Class 13 contains 49838 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 43108 members 
Mstep: Class 17 contains 42633 members 
Mstep: Class 18 contains 556 members 
Mstep: Class 19 contains 43642 members 
Mstep: Class 20 contains 517 members 
Mstep: Class 21 contains 46951 members 
Mstep: Class 22 contains 2402 members 
Mstep: Class 23 contains 48187 members 
Mstep: Class 24 contains 792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900624.000000 Penalty: 80096.007812
Iteration 83Q: 25 clusters Score -1.269006e+08 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 43574 members 
Mstep: Class 3 contains 47177 members 
Mstep: Class 4 contains 44624 members 
Mstep: Class 5 contains 52377 members 
Mstep: Class 6 contains 48382 members 
Mstep: Class 7 contains 13353 members 
Mstep: Class 8 contains 44650 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 44511 members 
Mstep: Class 11 contains 47885 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 50151 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 43100 members 
Mstep: Class 17 contains 42653 members 
Mstep: Class 18 contains 557 members 
Mstep: Class 19 contains 43619 members 
Mstep: Class 20 contains 514 members 
Mstep: Class 21 contains 46866 members 
Mstep: Class 22 contains 2403 members 
Mstep: Class 23 contains 48141 members 
Mstep: Class 24 contains 805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901168.000000 Penalty: 80096.007812
Iteration 84Q: 25 clusters Score -1.269012e+08 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 43564 members 
Mstep: Class 3 contains 47197 members 
Mstep: Class 4 contains 44643 members 
Mstep: Class 5 contains 52271 members 
Mstep: Class 6 contains 48302 members 
Mstep: Class 7 contains 13209 members 
Mstep: Class 8 contains 44772 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 44545 members 
Mstep: Class 11 contains 47828 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 50450 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 880 members 
Mstep: Class 16 contains 43087 members 
Mstep: Class 17 contains 42636 members 
Mstep: Class 18 contains 559 members 
Mstep: Class 19 contains 43620 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46802 members 
Mstep: Class 22 contains 2408 members 
Mstep: Class 23 contains 48077 members 
Mstep: Class 24 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901136.000000 Penalty: 80096.007812
Iteration 85Q: 25 clusters Score -1.269011e+08 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 43533 members 
Mstep: Class 3 contains 47209 members 
Mstep: Class 4 contains 44595 members 
Mstep: Class 5 contains 52239 members 
Mstep: Class 6 contains 48329 members 
Mstep: Class 7 contains 13090 members 
Mstep: Class 8 contains 44886 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44579 members 
Mstep: Class 11 contains 47742 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 50716 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 43082 members 
Mstep: Class 17 contains 42612 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 43570 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46718 members 
Mstep: Class 22 contains 2413 members 
Mstep: Class 23 contains 48038 members 
Mstep: Class 24 contains 810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901152.000000 Penalty: 80096.007812
Iteration 86Q: 25 clusters Score -1.269012e+08 nChanged 5952
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 43555 members 
Mstep: Class 3 contains 47231 members 
Mstep: Class 4 contains 44578 members 
Mstep: Class 5 contains 52236 members 
Mstep: Class 6 contains 48311 members 
Mstep: Class 7 contains 12979 members 
Mstep: Class 8 contains 44950 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44664 members 
Mstep: Class 11 contains 47614 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 50896 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 43093 members 
Mstep: Class 17 contains 42603 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 43494 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46650 members 
Mstep: Class 22 contains 2413 members 
Mstep: Class 23 contains 48032 members 
Mstep: Class 24 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901000.000000 Penalty: 80096.007812
Iteration 87Q: 25 clusters Score -1.26901e+08 nChanged 5784
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 43555 members 
Mstep: Class 3 contains 47307 members 
Mstep: Class 4 contains 44609 members 
Mstep: Class 5 contains 52218 members 
Mstep: Class 6 contains 48313 members 
Mstep: Class 7 contains 12848 members 
Mstep: Class 8 contains 44976 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44732 members 
Mstep: Class 11 contains 47500 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51009 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 43046 members 
Mstep: Class 17 contains 42615 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 43418 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46632 members 
Mstep: Class 22 contains 2412 members 
Mstep: Class 23 contains 48044 members 
Mstep: Class 24 contains 819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901400.000000 Penalty: 80096.007812
Iteration 88Q: 25 clusters Score -1.269014e+08 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 43585 members 
Mstep: Class 3 contains 47337 members 
Mstep: Class 4 contains 44582 members 
Mstep: Class 5 contains 52222 members 
Mstep: Class 6 contains 48342 members 
Mstep: Class 7 contains 12720 members 
Mstep: Class 8 contains 45006 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44695 members 
Mstep: Class 11 contains 47380 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51114 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 43020 members 
Mstep: Class 17 contains 42679 members 
Mstep: Class 18 contains 560 members 
Mstep: Class 19 contains 43372 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46650 members 
Mstep: Class 22 contains 2415 members 
Mstep: Class 23 contains 48066 members 
Mstep: Class 24 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901696.000000 Penalty: 80096.007812
Iteration 89Q: 25 clusters Score -1.269017e+08 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 43605 members 
Mstep: Class 3 contains 47392 members 
Mstep: Class 4 contains 44501 members 
Mstep: Class 5 contains 52234 members 
Mstep: Class 6 contains 48332 members 
Mstep: Class 7 contains 12588 members 
Mstep: Class 8 contains 45036 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44711 members 
Mstep: Class 11 contains 47293 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51204 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 42981 members 
Mstep: Class 17 contains 42753 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43401 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46619 members 
Mstep: Class 22 contains 2419 members 
Mstep: Class 23 contains 48056 members 
Mstep: Class 24 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901744.000000 Penalty: 80096.007812
Iteration 90Q: 25 clusters Score -1.269017e+08 nChanged 5386
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 43590 members 
Mstep: Class 3 contains 47445 members 
Mstep: Class 4 contains 44449 members 
Mstep: Class 5 contains 52248 members 
Mstep: Class 6 contains 48330 members 
Mstep: Class 7 contains 12468 members 
Mstep: Class 8 contains 45065 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 44699 members 
Mstep: Class 11 contains 47219 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51245 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 42990 members 
Mstep: Class 17 contains 42816 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43472 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46586 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 48045 members 
Mstep: Class 24 contains 823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901520.000000 Penalty: 80096.007812
Iteration 91Q: 25 clusters Score -1.269015e+08 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 43602 members 
Mstep: Class 3 contains 47509 members 
Mstep: Class 4 contains 44409 members 
Mstep: Class 5 contains 52296 members 
Mstep: Class 6 contains 48304 members 
Mstep: Class 7 contains 12356 members 
Mstep: Class 8 contains 45107 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 44728 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51282 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 42971 members 
Mstep: Class 17 contains 42860 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43465 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46585 members 
Mstep: Class 22 contains 2422 members 
Mstep: Class 23 contains 48024 members 
Mstep: Class 24 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901328.000000 Penalty: 80096.007812
Iteration 92Q: 25 clusters Score -1.269013e+08 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 43621 members 
Mstep: Class 3 contains 47539 members 
Mstep: Class 4 contains 44389 members 
Mstep: Class 5 contains 52388 members 
Mstep: Class 6 contains 48307 members 
Mstep: Class 7 contains 12269 members 
Mstep: Class 8 contains 45117 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 44765 members 
Mstep: Class 11 contains 47041 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51263 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 42999 members 
Mstep: Class 17 contains 42894 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43422 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46587 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 47999 members 
Mstep: Class 24 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901088.000000 Penalty: 80096.007812
Iteration 93Q: 25 clusters Score -1.269011e+08 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 43606 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 44421 members 
Mstep: Class 5 contains 52486 members 
Mstep: Class 6 contains 48382 members 
Mstep: Class 7 contains 12172 members 
Mstep: Class 8 contains 45098 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 44713 members 
Mstep: Class 11 contains 46964 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51292 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 43016 members 
Mstep: Class 17 contains 42910 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43345 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46605 members 
Mstep: Class 22 contains 2425 members 
Mstep: Class 23 contains 48018 members 
Mstep: Class 24 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901168.000000 Penalty: 80096.007812
Iteration 94Q: 25 clusters Score -1.269012e+08 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 43619 members 
Mstep: Class 3 contains 47540 members 
Mstep: Class 4 contains 44431 members 
Mstep: Class 5 contains 52529 members 
Mstep: Class 6 contains 48440 members 
Mstep: Class 7 contains 12059 members 
Mstep: Class 8 contains 45040 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 44630 members 
Mstep: Class 11 contains 46950 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51322 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 43054 members 
Mstep: Class 17 contains 42931 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43306 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46633 members 
Mstep: Class 22 contains 2425 members 
Mstep: Class 23 contains 48031 members 
Mstep: Class 24 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901224.000000 Penalty: 80096.007812
Iteration 95Q: 25 clusters Score -1.269012e+08 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 43608 members 
Mstep: Class 3 contains 47595 members 
Mstep: Class 4 contains 44441 members 
Mstep: Class 5 contains 52594 members 
Mstep: Class 6 contains 48459 members 
Mstep: Class 7 contains 11946 members 
Mstep: Class 8 contains 44999 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 44634 members 
Mstep: Class 11 contains 46872 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51343 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 43070 members 
Mstep: Class 17 contains 42942 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43254 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46652 members 
Mstep: Class 22 contains 2427 members 
Mstep: Class 23 contains 48050 members 
Mstep: Class 24 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901112.000000 Penalty: 80096.007812
Iteration 96Q: 25 clusters Score -1.269011e+08 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 43621 members 
Mstep: Class 3 contains 47562 members 
Mstep: Class 4 contains 44472 members 
Mstep: Class 5 contains 52678 members 
Mstep: Class 6 contains 48479 members 
Mstep: Class 7 contains 11819 members 
Mstep: Class 8 contains 44999 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 44609 members 
Mstep: Class 11 contains 46836 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 51345 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 43048 members 
Mstep: Class 17 contains 42997 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43218 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46662 members 
Mstep: Class 22 contains 2428 members 
Mstep: Class 23 contains 48085 members 
Mstep: Class 24 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900888.000000 Penalty: 80096.007812
Iteration 97Q: 25 clusters Score -1.269009e+08 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 43621 members 
Mstep: Class 3 contains 47560 members 
Mstep: Class 4 contains 44481 members 
Mstep: Class 5 contains 52710 members 
Mstep: Class 6 contains 48537 members 
Mstep: Class 7 contains 11684 members 
Mstep: Class 8 contains 45014 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 44602 members 
Mstep: Class 11 contains 46807 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 51369 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 43060 members 
Mstep: Class 17 contains 43043 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43206 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46632 members 
Mstep: Class 22 contains 2428 members 
Mstep: Class 23 contains 48076 members 
Mstep: Class 24 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900928.000000 Penalty: 80096.007812
Iteration 98Q: 25 clusters Score -1.269009e+08 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 43621 members 
Mstep: Class 3 contains 47558 members 
Mstep: Class 4 contains 44496 members 
Mstep: Class 5 contains 52729 members 
Mstep: Class 6 contains 48609 members 
Mstep: Class 7 contains 11535 members 
Mstep: Class 8 contains 45033 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 44633 members 
Mstep: Class 11 contains 46737 members 
Mstep: Class 12 contains 444 members 
Mstep: Class 13 contains 51399 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 43043 members 
Mstep: Class 17 contains 43087 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43179 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46596 members 
Mstep: Class 22 contains 2430 members 
Mstep: Class 23 contains 48122 members 
Mstep: Class 24 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900976.000000 Penalty: 80096.007812
Iteration 99Q: 25 clusters Score -1.26901e+08 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 43646 members 
Mstep: Class 3 contains 47561 members 
Mstep: Class 4 contains 44524 members 
Mstep: Class 5 contains 52746 members 
Mstep: Class 6 contains 48705 members 
Mstep: Class 7 contains 11367 members 
Mstep: Class 8 contains 45043 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 44635 members 
Mstep: Class 11 contains 46663 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51451 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 43055 members 
Mstep: Class 17 contains 43068 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43186 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46590 members 
Mstep: Class 22 contains 2431 members 
Mstep: Class 23 contains 48116 members 
Mstep: Class 24 contains 825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901232.000000 Penalty: 80096.007812
Iteration 100F: 25 clusters Score -1.269012e+08 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 43636 members 
Mstep: Class 3 contains 47521 members 
Mstep: Class 4 contains 44551 members 
Mstep: Class 5 contains 52809 members 
Mstep: Class 6 contains 48756 members 
Mstep: Class 7 contains 11225 members 
Mstep: Class 8 contains 45075 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 44598 members 
Mstep: Class 11 contains 46609 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51487 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 881 members 
Mstep: Class 16 contains 43064 members 
Mstep: Class 17 contains 43090 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43218 members 
Mstep: Class 20 contains 513 members 
Mstep: Class 21 contains 46591 members 
Mstep: Class 22 contains 2432 members 
Mstep: Class 23 contains 48121 members 
Mstep: Class 24 contains 826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901576.000000 Penalty: 80096.007812
Iteration 101Q: 25 clusters Score -1.269016e+08 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 43629 members 
Mstep: Class 3 contains 47528 members 
Mstep: Class 4 contains 44526 members 
Mstep: Class 5 contains 52790 members 
Mstep: Class 6 contains 48776 members 
Mstep: Class 7 contains 11088 members 
Mstep: Class 8 contains 45099 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 44605 members 
Mstep: Class 11 contains 46551 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51521 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 43085 members 
Mstep: Class 17 contains 43091 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43300 members 
Mstep: Class 20 contains 512 members 
Mstep: Class 21 contains 46627 members 
Mstep: Class 22 contains 2433 members 
Mstep: Class 23 contains 48144 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901816.000000 Penalty: 80096.007812
Iteration 102Q: 25 clusters Score -1.269018e+08 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 43627 members 
Mstep: Class 3 contains 47530 members 
Mstep: Class 4 contains 44521 members 
Mstep: Class 5 contains 52827 members 
Mstep: Class 6 contains 48735 members 
Mstep: Class 7 contains 10973 members 
Mstep: Class 8 contains 45108 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 44643 members 
Mstep: Class 11 contains 46511 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51550 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43117 members 
Mstep: Class 17 contains 43097 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43341 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46644 members 
Mstep: Class 22 contains 2437 members 
Mstep: Class 23 contains 48160 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901792.000000 Penalty: 80096.007812
Iteration 103Q: 25 clusters Score -1.269018e+08 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 43632 members 
Mstep: Class 3 contains 47501 members 
Mstep: Class 4 contains 44524 members 
Mstep: Class 5 contains 52877 members 
Mstep: Class 6 contains 48749 members 
Mstep: Class 7 contains 10863 members 
Mstep: Class 8 contains 45105 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 44676 members 
Mstep: Class 11 contains 46469 members 
Mstep: Class 12 contains 443 members 
Mstep: Class 13 contains 51564 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43119 members 
Mstep: Class 17 contains 43121 members 
Mstep: Class 18 contains 561 members 
Mstep: Class 19 contains 43354 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46685 members 
Mstep: Class 22 contains 2439 members 
Mstep: Class 23 contains 48138 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901792.000000 Penalty: 80096.007812
Iteration 104Q: 25 clusters Score -1.269018e+08 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 43687 members 
Mstep: Class 3 contains 47494 members 
Mstep: Class 4 contains 44554 members 
Mstep: Class 5 contains 52871 members 
Mstep: Class 6 contains 48730 members 
Mstep: Class 7 contains 10771 members 
Mstep: Class 8 contains 45108 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 44669 members 
Mstep: Class 11 contains 46442 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 51618 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43134 members 
Mstep: Class 17 contains 43127 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43343 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46734 members 
Mstep: Class 22 contains 2441 members 
Mstep: Class 23 contains 48080 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126902464.000000 Penalty: 80096.007812
Iteration 105Q: 25 clusters Score -1.269025e+08 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 43740 members 
Mstep: Class 3 contains 47493 members 
Mstep: Class 4 contains 44558 members 
Mstep: Class 5 contains 52877 members 
Mstep: Class 6 contains 48799 members 
Mstep: Class 7 contains 10679 members 
Mstep: Class 8 contains 45133 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 44654 members 
Mstep: Class 11 contains 46448 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 51644 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43124 members 
Mstep: Class 17 contains 43102 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43278 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46758 members 
Mstep: Class 22 contains 2442 members 
Mstep: Class 23 contains 48041 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126902776.000000 Penalty: 80096.007812
Iteration 106Q: 25 clusters Score -1.269028e+08 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 43777 members 
Mstep: Class 3 contains 47500 members 
Mstep: Class 4 contains 44561 members 
Mstep: Class 5 contains 52923 members 
Mstep: Class 6 contains 48755 members 
Mstep: Class 7 contains 10596 members 
Mstep: Class 8 contains 45151 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 44678 members 
Mstep: Class 11 contains 46443 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 51735 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43116 members 
Mstep: Class 17 contains 43065 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43249 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46745 members 
Mstep: Class 22 contains 2446 members 
Mstep: Class 23 contains 48003 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126902928.000000 Penalty: 80096.007812
Iteration 107Q: 25 clusters Score -1.269029e+08 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 43780 members 
Mstep: Class 3 contains 47514 members 
Mstep: Class 4 contains 44548 members 
Mstep: Class 5 contains 52993 members 
Mstep: Class 6 contains 48736 members 
Mstep: Class 7 contains 10506 members 
Mstep: Class 8 contains 45135 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 44667 members 
Mstep: Class 11 contains 46419 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 51797 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43149 members 
Mstep: Class 17 contains 43036 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43247 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46749 members 
Mstep: Class 22 contains 2446 members 
Mstep: Class 23 contains 48021 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903216.000000 Penalty: 80096.007812
Iteration 108Q: 25 clusters Score -1.269032e+08 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 43782 members 
Mstep: Class 3 contains 47525 members 
Mstep: Class 4 contains 44547 members 
Mstep: Class 5 contains 52986 members 
Mstep: Class 6 contains 48762 members 
Mstep: Class 7 contains 10412 members 
Mstep: Class 8 contains 45144 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 44629 members 
Mstep: Class 11 contains 46398 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 51846 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43166 members 
Mstep: Class 17 contains 43006 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43276 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46784 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 48042 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903136.000000 Penalty: 80096.007812
Iteration 109Q: 25 clusters Score -1.269031e+08 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 43797 members 
Mstep: Class 3 contains 47542 members 
Mstep: Class 4 contains 44560 members 
Mstep: Class 5 contains 52983 members 
Mstep: Class 6 contains 48777 members 
Mstep: Class 7 contains 10298 members 
Mstep: Class 8 contains 45143 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 44637 members 
Mstep: Class 11 contains 46364 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 51905 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43161 members 
Mstep: Class 17 contains 42972 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43314 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46814 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 48050 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903352.000000 Penalty: 80096.007812
Iteration 110Q: 25 clusters Score -1.269034e+08 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 43796 members 
Mstep: Class 3 contains 47543 members 
Mstep: Class 4 contains 44577 members 
Mstep: Class 5 contains 52987 members 
Mstep: Class 6 contains 48779 members 
Mstep: Class 7 contains 10204 members 
Mstep: Class 8 contains 45163 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 44564 members 
Mstep: Class 11 contains 46330 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 51955 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43177 members 
Mstep: Class 17 contains 42945 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43407 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46824 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 48099 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903040.000000 Penalty: 80096.007812
Iteration 111Q: 25 clusters Score -1.26903e+08 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 43822 members 
Mstep: Class 3 contains 47566 members 
Mstep: Class 4 contains 44548 members 
Mstep: Class 5 contains 53067 members 
Mstep: Class 6 contains 48735 members 
Mstep: Class 7 contains 10102 members 
Mstep: Class 8 contains 45174 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 44552 members 
Mstep: Class 11 contains 46319 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 51981 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43164 members 
Mstep: Class 17 contains 42900 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43529 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46825 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 48137 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903024.000000 Penalty: 80096.007812
Iteration 112Q: 25 clusters Score -1.26903e+08 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 43848 members 
Mstep: Class 3 contains 47562 members 
Mstep: Class 4 contains 44559 members 
Mstep: Class 5 contains 53094 members 
Mstep: Class 6 contains 48648 members 
Mstep: Class 7 contains 10001 members 
Mstep: Class 8 contains 45187 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 44561 members 
Mstep: Class 11 contains 46303 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52008 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43168 members 
Mstep: Class 17 contains 42885 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43584 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46830 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 48233 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903136.000000 Penalty: 80096.007812
Iteration 113Q: 25 clusters Score -1.269031e+08 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 43834 members 
Mstep: Class 3 contains 47553 members 
Mstep: Class 4 contains 44559 members 
Mstep: Class 5 contains 53110 members 
Mstep: Class 6 contains 48563 members 
Mstep: Class 7 contains 9884 members 
Mstep: Class 8 contains 45216 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 44617 members 
Mstep: Class 11 contains 46299 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52028 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43175 members 
Mstep: Class 17 contains 42842 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43639 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46872 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 48320 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126902992.000000 Penalty: 80096.007812
Iteration 114Q: 25 clusters Score -1.26903e+08 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 43837 members 
Mstep: Class 3 contains 47537 members 
Mstep: Class 4 contains 44564 members 
Mstep: Class 5 contains 53105 members 
Mstep: Class 6 contains 48513 members 
Mstep: Class 7 contains 9798 members 
Mstep: Class 8 contains 45265 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 44625 members 
Mstep: Class 11 contains 46285 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52053 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43190 members 
Mstep: Class 17 contains 42820 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43681 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46902 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48374 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903264.000000 Penalty: 80096.007812
Iteration 115Q: 25 clusters Score -1.269033e+08 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 43807 members 
Mstep: Class 3 contains 47508 members 
Mstep: Class 4 contains 44563 members 
Mstep: Class 5 contains 53086 members 
Mstep: Class 6 contains 48474 members 
Mstep: Class 7 contains 9694 members 
Mstep: Class 8 contains 45323 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 44615 members 
Mstep: Class 11 contains 46298 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52130 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43221 members 
Mstep: Class 17 contains 42789 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43743 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46926 members 
Mstep: Class 22 contains 2452 members 
Mstep: Class 23 contains 48404 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903336.000000 Penalty: 80096.007812
Iteration 116Q: 25 clusters Score -1.269033e+08 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 43775 members 
Mstep: Class 3 contains 47486 members 
Mstep: Class 4 contains 44594 members 
Mstep: Class 5 contains 53067 members 
Mstep: Class 6 contains 48401 members 
Mstep: Class 7 contains 9577 members 
Mstep: Class 8 contains 45379 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 44563 members 
Mstep: Class 11 contains 46326 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52166 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43248 members 
Mstep: Class 17 contains 42793 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43844 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46953 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 48444 members 
Mstep: Class 24 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903400.000000 Penalty: 80096.007812
Iteration 117Q: 25 clusters Score -1.269034e+08 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 43763 members 
Mstep: Class 3 contains 47452 members 
Mstep: Class 4 contains 44627 members 
Mstep: Class 5 contains 53056 members 
Mstep: Class 6 contains 48324 members 
Mstep: Class 7 contains 9453 members 
Mstep: Class 8 contains 45457 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 44554 members 
Mstep: Class 11 contains 46346 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52191 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43291 members 
Mstep: Class 17 contains 42742 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43911 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46971 members 
Mstep: Class 22 contains 2452 members 
Mstep: Class 23 contains 48503 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903448.000000 Penalty: 80096.007812
Iteration 118Q: 25 clusters Score -1.269034e+08 nChanged 3466
Entering ConstructFrom: 
Score: -126903448.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (31304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Entering Unmasked Estep 
Score: -5610267.000000 Penalty: 2567.172363
	Iteration 0F: 2 clusters Score -5610267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -5588864.000000 Penalty: 5134.344727
	Iteration 0F: 3 clusters Score -5588864 nChanged 14153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -5596344.000000 Penalty: 5134.344727
	Iteration 1F: 3 clusters Score -5596344 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -5596843.000000 Penalty: 5134.344727
	Iteration 2Q: 3 clusters Score -5596843 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -5597341.500000 Penalty: 5134.344727
	Iteration 3Q: 3 clusters Score -5597342 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -5597880.500000 Penalty: 5134.344727
	Iteration 4Q: 3 clusters Score -5597880 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5598445.500000 Penalty: 5134.344727
	Iteration 5Q: 3 clusters Score -5598446 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -5599068.500000 Penalty: 5134.344727
	Iteration 6Q: 3 clusters Score -5599068 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -5599821.000000 Penalty: 5134.344727
	Iteration 7Q: 3 clusters Score -5599821 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -5600571.000000 Penalty: 5134.344727
	Iteration 8Q: 3 clusters Score -5600571 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -5601285.000000 Penalty: 5134.344727
	Iteration 9Q: 3 clusters Score -5601285 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -5601978.000000 Penalty: 5134.344727
	Iteration 10Q: 3 clusters Score -5601978 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -5602660.500000 Penalty: 5134.344727
	Iteration 11Q: 3 clusters Score -5602660 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -5603320.000000 Penalty: 5134.344727
	Iteration 12Q: 3 clusters Score -5603320 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -5604071.000000 Penalty: 5134.344727
	Iteration 13Q: 3 clusters Score -5604071 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -5604812.500000 Penalty: 5134.344727
	Iteration 14Q: 3 clusters Score -5604812 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -5605482.000000 Penalty: 5134.344727
	Iteration 15Q: 3 clusters Score -5605482 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -5606041.000000 Penalty: 5134.344727
	Iteration 16Q: 3 clusters Score -5606041 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -5606533.000000 Penalty: 5134.344727
	Iteration 17Q: 3 clusters Score -5606533 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5606909.000000 Penalty: 5134.344727
	Iteration 18Q: 3 clusters Score -5606909 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5607161.500000 Penalty: 5134.344727
	Iteration 19Q: 3 clusters Score -5607162 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5607371.500000 Penalty: 5134.344727
	Iteration 20F: 3 clusters Score -5607372 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5607557.500000 Penalty: 5134.344727
	Iteration 21Q: 3 clusters Score -5607558 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5607663.500000 Penalty: 5134.344727
	Iteration 22Q: 3 clusters Score -5607664 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5607750.500000 Penalty: 5134.344727
	Iteration 23Q: 3 clusters Score -5607750 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5607826.000000 Penalty: 5134.344727
	Iteration 24Q: 3 clusters Score -5607826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -5607894.000000 Penalty: 5134.344727
	Iteration 25Q: 3 clusters Score -5607894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5607943.000000 Penalty: 5134.344727
	Iteration 26Q: 3 clusters Score -5607943 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5607990.500000 Penalty: 5134.344727
	Iteration 27Q: 3 clusters Score -5607990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5608019.000000 Penalty: 5134.344727
	Iteration 28Q: 3 clusters Score -5608019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5608047.000000 Penalty: 5134.344727
	Iteration 29Q: 3 clusters Score -5608047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5608054.000000 Penalty: 5134.344727
	Iteration 30Q: 3 clusters Score -5608054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5608071.500000 Penalty: 5134.344727
	Iteration 31Q: 3 clusters Score -5608072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5608077.500000 Penalty: 5134.344727
	Iteration 32Q: 3 clusters Score -5608078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5608091.500000 Penalty: 5134.344727
	Iteration 33Q: 3 clusters Score -5608092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5608095.500000 Penalty: 5134.344727
	Iteration 34Q: 3 clusters Score -5608096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5608104.000000 Penalty: 5134.344727
	Iteration 35Q: 3 clusters Score -5608104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5608119.000000 Penalty: 5134.344727
	Iteration 36Q: 3 clusters Score -5608119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5608114.500000 Penalty: 5134.344727
	Iteration 37Q: 3 clusters Score -5608114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5608126.500000 Penalty: 5134.344727
	Iteration 38Q: 3 clusters Score -5608126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5608128.500000 Penalty: 5134.344727
	Iteration 39Q: 3 clusters Score -5608128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5608125.000000 Penalty: 5134.344727
	Iteration 40F: 3 clusters Score -5608125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5608130.000000 Penalty: 5134.344727
	Iteration 41Q: 3 clusters Score -5608130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5608134.000000 Penalty: 5134.344727
	Iteration 42Q: 3 clusters Score -5608134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5608133.500000 Penalty: 5134.344727
	Iteration 43Q: 3 clusters Score -5608134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5608138.500000 Penalty: 5134.344727
	Iteration 44Q: 3 clusters Score -5608138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5608136.000000 Penalty: 5134.344727
	Iteration 45Q: 3 clusters Score -5608136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5608138.000000 Penalty: 5134.344727
	Iteration 46Q: 3 clusters Score -5608138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5608136.000000 Penalty: 5134.344727
	Iteration 47Q: 3 clusters Score -5608136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5608140.500000 Penalty: 5134.344727
	Iteration 48Q: 3 clusters Score -5608140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5608140.500000 Penalty: 5134.344727
	Iteration 49F: 3 clusters Score -5608140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Entering Unmasked Estep 
Score: -8071614.500000 Penalty: 2650.194824
	Iteration 0F: 2 clusters Score -8071614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -8042644.000000 Penalty: 5300.389648
	Iteration 0F: 3 clusters Score -8042644 nChanged 20124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -8053789.500000 Penalty: 5300.389648
	Iteration 1F: 3 clusters Score -8053790 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -8054289.000000 Penalty: 5300.389648
	Iteration 2Q: 3 clusters Score -8054289 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -8054793.500000 Penalty: 5300.389648
	Iteration 3Q: 3 clusters Score -8054794 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -8055525.500000 Penalty: 5300.389648
	Iteration 4Q: 3 clusters Score -8055526 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -8056675.500000 Penalty: 5300.389648
	Iteration 5F: 3 clusters Score -8056676 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -8058501.000000 Penalty: 5300.389648
	Iteration 6F: 3 clusters Score -8058501 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -8061207.500000 Penalty: 5300.389648
	Iteration 7F: 3 clusters Score -8061208 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -8064230.000000 Penalty: 5300.389648
	Iteration 8F: 3 clusters Score -8064230 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -8066878.500000 Penalty: 5300.389648
	Iteration 9F: 3 clusters Score -8066878 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -8068418.000000 Penalty: 5300.389648
	Iteration 10Q: 3 clusters Score -8068418 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -8069102.000000 Penalty: 5300.389648
	Iteration 11Q: 3 clusters Score -8069102 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -8069391.000000 Penalty: 5300.389648
	Iteration 12Q: 3 clusters Score -8069391 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -8069555.500000 Penalty: 5300.389648
	Iteration 13Q: 3 clusters Score -8069556 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -8069649.500000 Penalty: 5300.389648
	Iteration 14Q: 3 clusters Score -8069650 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -8069714.000000 Penalty: 5300.389648
	Iteration 15Q: 3 clusters Score -8069714 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -8069769.000000 Penalty: 5300.389648
	Iteration 16Q: 3 clusters Score -8069769 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -8069835.500000 Penalty: 5300.389648
	Iteration 17Q: 3 clusters Score -8069836 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8069902.000000 Penalty: 5300.389648
	Iteration 18Q: 3 clusters Score -8069902 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -8069934.000000 Penalty: 5300.389648
	Iteration 19Q: 3 clusters Score -8069934 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8069946.000000 Penalty: 5300.389648
	Iteration 20F: 3 clusters Score -8069946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8069952.000000 Penalty: 5300.389648
	Iteration 21Q: 3 clusters Score -8069952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -8070004.000000 Penalty: 5300.389648
	Iteration 22Q: 3 clusters Score -8070004 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -8070019.000000 Penalty: 5300.389648
	Iteration 23Q: 3 clusters Score -8070019 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -8070025.500000 Penalty: 5300.389648
	Iteration 24Q: 3 clusters Score -8070026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -8070029.000000 Penalty: 5300.389648
	Iteration 25Q: 3 clusters Score -8070029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8070047.000000 Penalty: 5300.389648
	Iteration 26Q: 3 clusters Score -8070047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -8070050.500000 Penalty: 5300.389648
	Iteration 27Q: 3 clusters Score -8070050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8070042.500000 Penalty: 5300.389648
	Iteration 28Q: 3 clusters Score -8070042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -8070046.500000 Penalty: 5300.389648
	Iteration 29Q: 3 clusters Score -8070046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -8070045.500000 Penalty: 5300.389648
	Iteration 30Q: 3 clusters Score -8070046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8070051.500000 Penalty: 5300.389648
	Iteration 31Q: 3 clusters Score -8070052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8070046.500000 Penalty: 5300.389648
	Iteration 32Q: 3 clusters Score -8070046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -8070052.500000 Penalty: 5300.389648
	Iteration 33Q: 3 clusters Score -8070052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -8070060.500000 Penalty: 5300.389648
	Iteration 34Q: 3 clusters Score -8070060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8070065.000000 Penalty: 5300.389648
	Iteration 35Q: 3 clusters Score -8070065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -8070073.500000 Penalty: 5300.389648
	Iteration 36Q: 3 clusters Score -8070074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -8070072.500000 Penalty: 5300.389648
	Iteration 37Q: 3 clusters Score -8070072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8070068.000000 Penalty: 5300.389648
	Iteration 38Q: 3 clusters Score -8070068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8070078.500000 Penalty: 5300.389648
	Iteration 39Q: 3 clusters Score -8070078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -8070078.000000 Penalty: 5300.389648
	Iteration 40F: 3 clusters Score -8070078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8070094.000000 Penalty: 5300.389648
	Iteration 41Q: 3 clusters Score -8070094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8070098.000000 Penalty: 5300.389648
	Iteration 42Q: 3 clusters Score -8070098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8070097.000000 Penalty: 5300.389648
	Iteration 43Q: 3 clusters Score -8070097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -8070089.000000 Penalty: 5300.389648
	Iteration 44Q: 3 clusters Score -8070089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8070092.500000 Penalty: 5300.389648
	Iteration 45Q: 3 clusters Score -8070092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -8070096.500000 Penalty: 5300.389648
	Iteration 46Q: 3 clusters Score -8070096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8070100.500000 Penalty: 5300.389648
	Iteration 47Q: 3 clusters Score -8070100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8070098.500000 Penalty: 5300.389648
	Iteration 48Q: 3 clusters Score -8070098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -8070101.000000 Penalty: 5300.389648
	Iteration 49Q: 3 clusters Score -8070101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8070100.000000 Penalty: 5300.389648
	Iteration 50Q: 3 clusters Score -8070100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -8070104.500000 Penalty: 5300.389648
	Iteration 51Q: 3 clusters Score -8070104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -8070094.000000 Penalty: 5300.389648
	Iteration 52Q: 3 clusters Score -8070094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -8070095.000000 Penalty: 5300.389648
	Iteration 53Q: 3 clusters Score -8070095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -8070088.000000 Penalty: 5300.389648
	Iteration 54Q: 3 clusters Score -8070088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8070089.000000 Penalty: 5300.389648
	Iteration 55Q: 3 clusters Score -8070089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8070100.000000 Penalty: 5300.389648
	Iteration 56Q: 3 clusters Score -8070100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8070117.500000 Penalty: 5300.389648
	Iteration 57Q: 3 clusters Score -8070118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -8070109.500000 Penalty: 5300.389648
	Iteration 58Q: 3 clusters Score -8070110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -8070116.000000 Penalty: 5300.389648
	Iteration 59Q: 3 clusters Score -8070116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8070118.500000 Penalty: 5300.389648
	Iteration 60F: 3 clusters Score -8070118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8070127.000000 Penalty: 5300.389648
	Iteration 61Q: 3 clusters Score -8070127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -8070130.000000 Penalty: 5300.389648
	Iteration 62Q: 3 clusters Score -8070130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8070147.000000 Penalty: 5300.389648
	Iteration 63Q: 3 clusters Score -8070147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -8070149.000000 Penalty: 5300.389648
	Iteration 64Q: 3 clusters Score -8070149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -8070145.000000 Penalty: 5300.389648
	Iteration 65Q: 3 clusters Score -8070145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -8070150.500000 Penalty: 5300.389648
	Iteration 66Q: 3 clusters Score -8070150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8070147.000000 Penalty: 5300.389648
	Iteration 67Q: 3 clusters Score -8070147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8070144.500000 Penalty: 5300.389648
	Iteration 68Q: 3 clusters Score -8070144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8070158.500000 Penalty: 5300.389648
	Iteration 69Q: 3 clusters Score -8070158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8070167.500000 Penalty: 5300.389648
	Iteration 70Q: 3 clusters Score -8070168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -8070177.500000 Penalty: 5300.389648
	Iteration 71Q: 3 clusters Score -8070178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8070168.000000 Penalty: 5300.389648
	Iteration 72Q: 3 clusters Score -8070168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8070182.000000 Penalty: 5300.389648
	Iteration 73Q: 3 clusters Score -8070182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8070190.000000 Penalty: 5300.389648
	Iteration 74Q: 3 clusters Score -8070190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8070203.000000 Penalty: 5300.389648
	Iteration 75Q: 3 clusters Score -8070203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8070206.000000 Penalty: 5300.389648
	Iteration 76Q: 3 clusters Score -8070206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8070193.000000 Penalty: 5300.389648
	Iteration 77Q: 3 clusters Score -8070193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8070190.000000 Penalty: 5300.389648
	Iteration 78Q: 3 clusters Score -8070190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8070204.500000 Penalty: 5300.389648
	Iteration 79Q: 3 clusters Score -8070204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8070200.000000 Penalty: 5300.389648
	Iteration 80F: 3 clusters Score -8070200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8070202.000000 Penalty: 5300.389648
	Iteration 81Q: 3 clusters Score -8070202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8070194.000000 Penalty: 5300.389648
	Iteration 82Q: 3 clusters Score -8070194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -8070199.500000 Penalty: 5300.389648
	Iteration 83Q: 3 clusters Score -8070200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8070203.500000 Penalty: 5300.389648
	Iteration 84Q: 3 clusters Score -8070204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8070199.000000 Penalty: 5300.389648
	Iteration 85Q: 3 clusters Score -8070199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8070206.000000 Penalty: 5300.389648
	Iteration 86Q: 3 clusters Score -8070206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8070209.500000 Penalty: 5300.389648
	Iteration 87Q: 3 clusters Score -8070210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8070204.000000 Penalty: 5300.389648
	Iteration 88Q: 3 clusters Score -8070204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -8070209.000000 Penalty: 5300.389648
	Iteration 89Q: 3 clusters Score -8070209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8070206.500000 Penalty: 5300.389648
	Iteration 90Q: 3 clusters Score -8070206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8070201.500000 Penalty: 5300.389648
	Iteration 91Q: 3 clusters Score -8070202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8070203.000000 Penalty: 5300.389648
	Iteration 92Q: 3 clusters Score -8070203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -8070200.500000 Penalty: 5300.389648
	Iteration 93Q: 3 clusters Score -8070200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8070203.500000 Penalty: 5300.389648
	Iteration 94Q: 3 clusters Score -8070204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8070195.500000 Penalty: 5300.389648
	Iteration 95Q: 3 clusters Score -8070196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8070204.000000 Penalty: 5300.389648
	Iteration 96Q: 3 clusters Score -8070204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8070212.000000 Penalty: 5300.389648
	Iteration 97Q: 3 clusters Score -8070212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8070211.500000 Penalty: 5300.389648
	Iteration 98Q: 3 clusters Score -8070212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8070202.500000 Penalty: 5300.389648
	Iteration 99Q: 3 clusters Score -8070202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8070207.000000 Penalty: 5300.389648
	Iteration 100F: 3 clusters Score -8070207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8070195.000000 Penalty: 5300.389648
	Iteration 101Q: 3 clusters Score -8070195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8070195.000000 Penalty: 5300.389648
	Iteration 102F: 3 clusters Score -8070195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Entering Unmasked Estep 
Score: -8866451.000000 Penalty: 2670.213135
	Iteration 0F: 2 clusters Score -8866451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -8838133.000000 Penalty: 5340.426270
	Iteration 0F: 3 clusters Score -8838133 nChanged 21794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -8849953.000000 Penalty: 5340.426270
	Iteration 1F: 3 clusters Score -8849953 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -8850568.000000 Penalty: 5340.426270
	Iteration 2Q: 3 clusters Score -8850568 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -8851244.000000 Penalty: 5340.426270
	Iteration 3Q: 3 clusters Score -8851244 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -8852024.000000 Penalty: 5340.426270
	Iteration 4Q: 3 clusters Score -8852024 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -8852990.000000 Penalty: 5340.426270
	Iteration 5Q: 3 clusters Score -8852990 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -8854427.000000 Penalty: 5340.426270
	Iteration 6F: 3 clusters Score -8854427 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -8856289.000000 Penalty: 5340.426270
	Iteration 7F: 3 clusters Score -8856289 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -8858401.000000 Penalty: 5340.426270
	Iteration 8F: 3 clusters Score -8858401 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -8860415.000000 Penalty: 5340.426270
	Iteration 9F: 3 clusters Score -8860415 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -8862000.000000 Penalty: 5340.426270
	Iteration 10Q: 3 clusters Score -8862000 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -8863050.000000 Penalty: 5340.426270
	Iteration 11Q: 3 clusters Score -8863050 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -8863774.000000 Penalty: 5340.426270
	Iteration 12Q: 3 clusters Score -8863774 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -8864243.000000 Penalty: 5340.426270
	Iteration 13Q: 3 clusters Score -8864243 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -8864453.000000 Penalty: 5340.426270
	Iteration 14Q: 3 clusters Score -8864453 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -8864591.000000 Penalty: 5340.426270
	Iteration 15Q: 3 clusters Score -8864591 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -8864636.000000 Penalty: 5340.426270
	Iteration 16Q: 3 clusters Score -8864636 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -8864713.000000 Penalty: 5340.426270
	Iteration 17Q: 3 clusters Score -8864713 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8864780.000000 Penalty: 5340.426270
	Iteration 18Q: 3 clusters Score -8864780 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8864774.000000 Penalty: 5340.426270
	Iteration 19Q: 3 clusters Score -8864774 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8864787.000000 Penalty: 5340.426270
	Iteration 20F: 3 clusters Score -8864787 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8864753.000000 Penalty: 5340.426270
	Iteration 21Q: 3 clusters Score -8864753 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8864762.000000 Penalty: 5340.426270
	Iteration 22Q: 3 clusters Score -8864762 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8864768.000000 Penalty: 5340.426270
	Iteration 23Q: 3 clusters Score -8864768 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8864740.000000 Penalty: 5340.426270
	Iteration 24Q: 3 clusters Score -8864740 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8864724.000000 Penalty: 5340.426270
	Iteration 25Q: 3 clusters Score -8864724 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8864721.000000 Penalty: 5340.426270
	Iteration 26Q: 3 clusters Score -8864721 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8864718.000000 Penalty: 5340.426270
	Iteration 27Q: 3 clusters Score -8864718 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8864695.000000 Penalty: 5340.426270
	Iteration 28Q: 3 clusters Score -8864695 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8864706.000000 Penalty: 5340.426270
	Iteration 29Q: 3 clusters Score -8864706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8864704.000000 Penalty: 5340.426270
	Iteration 30Q: 3 clusters Score -8864704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8864703.000000 Penalty: 5340.426270
	Iteration 31Q: 3 clusters Score -8864703 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8864717.000000 Penalty: 5340.426270
	Iteration 32Q: 3 clusters Score -8864717 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8864720.000000 Penalty: 5340.426270
	Iteration 33Q: 3 clusters Score -8864720 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8864705.000000 Penalty: 5340.426270
	Iteration 34Q: 3 clusters Score -8864705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8864702.000000 Penalty: 5340.426270
	Iteration 35Q: 3 clusters Score -8864702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8864697.000000 Penalty: 5340.426270
	Iteration 36Q: 3 clusters Score -8864697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8864699.000000 Penalty: 5340.426270
	Iteration 37Q: 3 clusters Score -8864699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8864706.000000 Penalty: 5340.426270
	Iteration 38Q: 3 clusters Score -8864706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8864696.000000 Penalty: 5340.426270
	Iteration 39Q: 3 clusters Score -8864696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8864710.000000 Penalty: 5340.426270
	Iteration 40F: 3 clusters Score -8864710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8864705.000000 Penalty: 5340.426270
	Iteration 41Q: 3 clusters Score -8864705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8864698.000000 Penalty: 5340.426270
	Iteration 42Q: 3 clusters Score -8864698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8864703.000000 Penalty: 5340.426270
	Iteration 43Q: 3 clusters Score -8864703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8864696.000000 Penalty: 5340.426270
	Iteration 44Q: 3 clusters Score -8864696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8864694.000000 Penalty: 5340.426270
	Iteration 45Q: 3 clusters Score -8864694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8864687.000000 Penalty: 5340.426270
	Iteration 46Q: 3 clusters Score -8864687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8864690.000000 Penalty: 5340.426270
	Iteration 47Q: 3 clusters Score -8864690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8864686.000000 Penalty: 5340.426270
	Iteration 48Q: 3 clusters Score -8864686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8864694.000000 Penalty: 5340.426270
	Iteration 49Q: 3 clusters Score -8864694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8864693.000000 Penalty: 5340.426270
	Iteration 50Q: 3 clusters Score -8864693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8864688.000000 Penalty: 5340.426270
	Iteration 51Q: 3 clusters Score -8864688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8864683.000000 Penalty: 5340.426270
	Iteration 52Q: 3 clusters Score -8864683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8864688.000000 Penalty: 5340.426270
	Iteration 53Q: 3 clusters Score -8864688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8864685.000000 Penalty: 5340.426270
	Iteration 54Q: 3 clusters Score -8864685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8864687.000000 Penalty: 5340.426270
	Iteration 55Q: 3 clusters Score -8864687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8864691.000000 Penalty: 5340.426270
	Iteration 56Q: 3 clusters Score -8864691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8864702.000000 Penalty: 5340.426270
	Iteration 57Q: 3 clusters Score -8864702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8864688.000000 Penalty: 5340.426270
	Iteration 58Q: 3 clusters Score -8864688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8864696.000000 Penalty: 5340.426270
	Iteration 59Q: 3 clusters Score -8864696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8864698.000000 Penalty: 5340.426270
	Iteration 60F: 3 clusters Score -8864698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8864696.000000 Penalty: 5340.426270
	Iteration 61Q: 3 clusters Score -8864696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8864697.000000 Penalty: 5340.426270
	Iteration 62Q: 3 clusters Score -8864697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8864698.000000 Penalty: 5340.426270
	Iteration 63Q: 3 clusters Score -8864698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8864698.000000 Penalty: 5340.426270
	Iteration 64F: 3 clusters Score -8864698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Entering Unmasked Estep 
Score: -8212607.000000 Penalty: 2655.172607
	Iteration 0F: 2 clusters Score -8212607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -8183160.000000 Penalty: 5310.345215
	Iteration 0F: 3 clusters Score -8183160 nChanged 20445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -8194390.500000 Penalty: 5310.345215
	Iteration 1F: 3 clusters Score -8194390 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -8195023.500000 Penalty: 5310.345215
	Iteration 2Q: 3 clusters Score -8195024 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -8195871.500000 Penalty: 5310.345215
	Iteration 3Q: 3 clusters Score -8195872 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -8196987.500000 Penalty: 5310.345215
	Iteration 4Q: 3 clusters Score -8196988 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -8198361.000000 Penalty: 5310.345215
	Iteration 5F: 3 clusters Score -8198361 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -8200205.000000 Penalty: 5310.345215
	Iteration 6F: 3 clusters Score -8200205 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -8202332.500000 Penalty: 5310.345215
	Iteration 7F: 3 clusters Score -8202332 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -8204632.000000 Penalty: 5310.345215
	Iteration 8F: 3 clusters Score -8204632 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -8206482.500000 Penalty: 5310.345215
	Iteration 9F: 3 clusters Score -8206482 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -8207419.500000 Penalty: 5310.345215
	Iteration 10Q: 3 clusters Score -8207420 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -8207945.000000 Penalty: 5310.345215
	Iteration 11Q: 3 clusters Score -8207945 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -8208329.000000 Penalty: 5310.345215
	Iteration 12Q: 3 clusters Score -8208329 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -8208631.000000 Penalty: 5310.345215
	Iteration 13Q: 3 clusters Score -8208631 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -8208920.500000 Penalty: 5310.345215
	Iteration 14Q: 3 clusters Score -8208920 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -8209218.000000 Penalty: 5310.345215
	Iteration 15Q: 3 clusters Score -8209218 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -8209483.500000 Penalty: 5310.345215
	Iteration 16Q: 3 clusters Score -8209484 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -8209694.500000 Penalty: 5310.345215
	Iteration 17Q: 3 clusters Score -8209694 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -8209897.500000 Penalty: 5310.345215
	Iteration 18Q: 3 clusters Score -8209898 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -8210069.500000 Penalty: 5310.345215
	Iteration 19Q: 3 clusters Score -8210070 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -8210214.000000 Penalty: 5310.345215
	Iteration 20F: 3 clusters Score -8210214 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -8210384.000000 Penalty: 5310.345215
	Iteration 21Q: 3 clusters Score -8210384 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -8210503.000000 Penalty: 5310.345215
	Iteration 22Q: 3 clusters Score -8210503 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -8210623.000000 Penalty: 5310.345215
	Iteration 23Q: 3 clusters Score -8210623 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -8210732.500000 Penalty: 5310.345215
	Iteration 24Q: 3 clusters Score -8210732 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -8210821.000000 Penalty: 5310.345215
	Iteration 25Q: 3 clusters Score -8210821 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -8210949.000000 Penalty: 5310.345215
	Iteration 26Q: 3 clusters Score -8210949 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -8211025.500000 Penalty: 5310.345215
	Iteration 27Q: 3 clusters Score -8211026 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -8211148.500000 Penalty: 5310.345215
	Iteration 28Q: 3 clusters Score -8211148 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -8211243.500000 Penalty: 5310.345215
	Iteration 29Q: 3 clusters Score -8211244 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -8211330.500000 Penalty: 5310.345215
	Iteration 30Q: 3 clusters Score -8211330 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8211556 nChanged 175
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Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8211606 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8211652 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8211694 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8211694 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8211686 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8211733 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8211735 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8211766 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8211805 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8211796 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -8211813.500000 Penalty: 5310.345215
	Iteration 45Q: 3 clusters Score -8211814 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8211826 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8211840 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8211865 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8211883 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8211887.500000 Penalty: 5310.345215
	Iteration 50Q: 3 clusters Score -8211888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8211904.500000 Penalty: 5310.345215
	Iteration 51Q: 3 clusters Score -8211904 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8211901 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -8211903.000000 Penalty: 5310.345215
	Iteration 53Q: 3 clusters Score -8211903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8211902 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8211923 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8211926 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8211925 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8211923 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8211952 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8211937.500000 Penalty: 5310.345215
	Iteration 60F: 3 clusters Score -8211938 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8211933.000000 Penalty: 5310.345215
	Iteration 61Q: 3 clusters Score -8211933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8211949.500000 Penalty: 5310.345215
	Iteration 62Q: 3 clusters Score -8211950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8211947.000000 Penalty: 5310.345215
	Iteration 63Q: 3 clusters Score -8211947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8211951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8211958.500000 Penalty: 5310.345215
	Iteration 65Q: 3 clusters Score -8211958 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8211938 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8211946.500000 Penalty: 5310.345215
	Iteration 67Q: 3 clusters Score -8211946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8211944.000000 Penalty: 5310.345215
	Iteration 68Q: 3 clusters Score -8211944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8211945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8211941.000000 Penalty: 5310.345215
	Iteration 70Q: 3 clusters Score -8211941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8211949.500000 Penalty: 5310.345215
	Iteration 71Q: 3 clusters Score -8211950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8211944.500000 Penalty: 5310.345215
	Iteration 72Q: 3 clusters Score -8211944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8211928.500000 Penalty: 5310.345215
	Iteration 73Q: 3 clusters Score -8211928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8211942.000000 Penalty: 5310.345215
	Iteration 74Q: 3 clusters Score -8211942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8211925.500000 Penalty: 5310.345215
	Iteration 75Q: 3 clusters Score -8211926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -8211922.000000 Penalty: 5310.345215
	Iteration 76Q: 3 clusters Score -8211922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8211924.500000 Penalty: 5310.345215
	Iteration 77Q: 3 clusters Score -8211924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -8211921.000000 Penalty: 5310.345215
	Iteration 78Q: 3 clusters Score -8211921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8211918.000000 Penalty: 5310.345215
	Iteration 79Q: 3 clusters Score -8211918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8211908.000000 Penalty: 5310.345215
	Iteration 80F: 3 clusters Score -8211908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8211914.500000 Penalty: 5310.345215
	Iteration 81Q: 3 clusters Score -8211914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -8211909.500000 Penalty: 5310.345215
	Iteration 82Q: 3 clusters Score -8211910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8211908 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8211901 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8211900 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8211890 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8211897 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8211890 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8211892.500000 Penalty: 5310.345215
	Iteration 89Q: 3 clusters Score -8211892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8211885.000000 Penalty: 5310.345215
	Iteration 90Q: 3 clusters Score -8211885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8211885.500000 Penalty: 5310.345215
	Iteration 91Q: 3 clusters Score -8211886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8211891.500000 Penalty: 5310.345215
	Iteration 92Q: 3 clusters Score -8211892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8211885.500000 Penalty: 5310.345215
	Iteration 93Q: 3 clusters Score -8211886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8211883.500000 Penalty: 5310.345215
	Iteration 94Q: 3 clusters Score -8211884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8211889.500000 Penalty: 5310.345215
	Iteration 95Q: 3 clusters Score -8211890 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -8211891.500000 Penalty: 5310.345215
	Iteration 96Q: 3 clusters Score -8211892 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8211889 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8211883.500000 Penalty: 5310.345215
	Iteration 98Q: 3 clusters Score -8211884 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8211883.000000 Penalty: 5310.345215
	Iteration 99Q: 3 clusters Score -8211883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8211878.000000 Penalty: 5310.345215
	Iteration 100F: 3 clusters Score -8211878 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8211875.000000 Penalty: 5310.345215
	Iteration 101Q: 3 clusters Score -8211875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8211881.000000 Penalty: 5310.345215
	Iteration 102Q: 3 clusters Score -8211881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8211882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8211876.000000 Penalty: 5310.345215
	Iteration 104Q: 3 clusters Score -8211876 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8211870.000000 Penalty: 5310.345215
	Iteration 105Q: 3 clusters Score -8211870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8211882.500000 Penalty: 5310.345215
	Iteration 106Q: 3 clusters Score -8211882 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8211890.000000 Penalty: 5310.345215
	Iteration 107Q: 3 clusters Score -8211890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8211886.500000 Penalty: 5310.345215
	Iteration 108Q: 3 clusters Score -8211886 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8211885 nChanged 0
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Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
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	Iteration 110F: 3 clusters Score -8211885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53055 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -9913787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -9884200 nChanged 24558
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Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -9897959 nChanged 2316
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Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -9898606 nChanged 2201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9899273 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -9900267.000000 Penalty: 5396.025879
	Iteration 4Q: 3 clusters Score -9900267 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -9901822.000000 Penalty: 5396.025879
	Iteration 5F: 3 clusters Score -9901822 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -9904213.000000 Penalty: 5396.025879
	Iteration 6F: 3 clusters Score -9904213 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -9907447.000000 Penalty: 5396.025879
	Iteration 7F: 3 clusters Score -9907447 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -9909992.000000 Penalty: 5396.025879
	Iteration 8F: 3 clusters Score -9909992 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -9910761.000000 Penalty: 5396.025879
	Iteration 9F: 3 clusters Score -9910761 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9911104.000000 Penalty: 5396.025879
	Iteration 10Q: 3 clusters Score -9911104 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52339 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9911348.000000 Penalty: 5396.025879
	Iteration 11Q: 3 clusters Score -9911348 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9911420.000000 Penalty: 5396.025879
	Iteration 12Q: 3 clusters Score -9911420 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9911445.000000 Penalty: 5396.025879
	Iteration 13Q: 3 clusters Score -9911445 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52753 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9911475.000000 Penalty: 5396.025879
	Iteration 14Q: 3 clusters Score -9911475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9911490.000000 Penalty: 5396.025879
	Iteration 15Q: 3 clusters Score -9911490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9911519.000000 Penalty: 5396.025879
	Iteration 16Q: 3 clusters Score -9911519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52784 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9911537.000000 Penalty: 5396.025879
	Iteration 17Q: 3 clusters Score -9911537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52790 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9911549.000000 Penalty: 5396.025879
	Iteration 18Q: 3 clusters Score -9911549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9911548.000000 Penalty: 5396.025879
	Iteration 19Q: 3 clusters Score -9911548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9911548.000000 Penalty: 5396.025879
	Iteration 20F: 3 clusters Score -9911548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Entering Unmasked Estep 
Score: -8918799.000000 Penalty: 2674.716064
	Iteration 0F: 2 clusters Score -8918799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -8888084.000000 Penalty: 5349.432129
	Iteration 0F: 3 clusters Score -8888084 nChanged 22251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -8900713.000000 Penalty: 5349.432129
	Iteration 1F: 3 clusters Score -8900713 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -8901475.000000 Penalty: 5349.432129
	Iteration 2Q: 3 clusters Score -8901475 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -8902266.000000 Penalty: 5349.432129
	Iteration 3Q: 3 clusters Score -8902266 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -8903049.000000 Penalty: 5349.432129
	Iteration 4Q: 3 clusters Score -8903049 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -8904188.000000 Penalty: 5349.432129
	Iteration 5Q: 3 clusters Score -8904188 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -8905861.000000 Penalty: 5349.432129
	Iteration 6F: 3 clusters Score -8905861 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -8908100.000000 Penalty: 5349.432129
	Iteration 7F: 3 clusters Score -8908100 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -8910844.000000 Penalty: 5349.432129
	Iteration 8F: 3 clusters Score -8910844 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -8912922.000000 Penalty: 5349.432129
	Iteration 9F: 3 clusters Score -8912922 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -8913899.000000 Penalty: 5349.432129
	Iteration 10Q: 3 clusters Score -8913899 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -8914402.000000 Penalty: 5349.432129
	Iteration 11Q: 3 clusters Score -8914402 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -8914819.000000 Penalty: 5349.432129
	Iteration 12Q: 3 clusters Score -8914819 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -8915082.000000 Penalty: 5349.432129
	Iteration 13Q: 3 clusters Score -8915082 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -8915292.000000 Penalty: 5349.432129
	Iteration 14Q: 3 clusters Score -8915292 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -8915475.000000 Penalty: 5349.432129
	Iteration 15Q: 3 clusters Score -8915475 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -8915631.000000 Penalty: 5349.432129
	Iteration 16Q: 3 clusters Score -8915631 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -8915744.000000 Penalty: 5349.432129
	Iteration 17Q: 3 clusters Score -8915744 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -8915857.000000 Penalty: 5349.432129
	Iteration 18Q: 3 clusters Score -8915857 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -8915986.000000 Penalty: 5349.432129
	Iteration 19Q: 3 clusters Score -8915986 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -8916060.000000 Penalty: 5349.432129
	Iteration 20F: 3 clusters Score -8916060 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -8916147.000000 Penalty: 5349.432129
	Iteration 21Q: 3 clusters Score -8916147 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -8916226.000000 Penalty: 5349.432129
	Iteration 22Q: 3 clusters Score -8916226 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -8916260.000000 Penalty: 5349.432129
	Iteration 23Q: 3 clusters Score -8916260 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -8916296.000000 Penalty: 5349.432129
	Iteration 24Q: 3 clusters Score -8916296 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -8916359.000000 Penalty: 5349.432129
	Iteration 25Q: 3 clusters Score -8916359 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -8916411.000000 Penalty: 5349.432129
	Iteration 26Q: 3 clusters Score -8916411 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -8916441.000000 Penalty: 5349.432129
	Iteration 27Q: 3 clusters Score -8916441 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -8916511.000000 Penalty: 5349.432129
	Iteration 28Q: 3 clusters Score -8916511 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -8916545.000000 Penalty: 5349.432129
	Iteration 29Q: 3 clusters Score -8916545 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -8916569.000000 Penalty: 5349.432129
	Iteration 30Q: 3 clusters Score -8916569 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -8916617.000000 Penalty: 5349.432129
	Iteration 31Q: 3 clusters Score -8916617 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -8916652.000000 Penalty: 5349.432129
	Iteration 32Q: 3 clusters Score -8916652 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -8916671.000000 Penalty: 5349.432129
	Iteration 33Q: 3 clusters Score -8916671 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -8916728.000000 Penalty: 5349.432129
	Iteration 34Q: 3 clusters Score -8916728 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -8916769.000000 Penalty: 5349.432129
	Iteration 35Q: 3 clusters Score -8916769 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -8916787.000000 Penalty: 5349.432129
	Iteration 36Q: 3 clusters Score -8916787 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -8916800.000000 Penalty: 5349.432129
	Iteration 37Q: 3 clusters Score -8916800 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -8916832.000000 Penalty: 5349.432129
	Iteration 38Q: 3 clusters Score -8916832 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -8916870.000000 Penalty: 5349.432129
	Iteration 39Q: 3 clusters Score -8916870 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -8916906.000000 Penalty: 5349.432129
	Iteration 40F: 3 clusters Score -8916906 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -8916932.000000 Penalty: 5349.432129
	Iteration 41Q: 3 clusters Score -8916932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -8916964.000000 Penalty: 5349.432129
	Iteration 42Q: 3 clusters Score -8916964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -8917004.000000 Penalty: 5349.432129
	Iteration 43Q: 3 clusters Score -8917004 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -8917043.000000 Penalty: 5349.432129
	Iteration 44Q: 3 clusters Score -8917043 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -8917138.000000 Penalty: 5349.432129
	Iteration 45Q: 3 clusters Score -8917138 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -8917156.000000 Penalty: 5349.432129
	Iteration 46Q: 3 clusters Score -8917156 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -8917194.000000 Penalty: 5349.432129
	Iteration 47Q: 3 clusters Score -8917194 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -8917208.000000 Penalty: 5349.432129
	Iteration 48Q: 3 clusters Score -8917208 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -8917270.000000 Penalty: 5349.432129
	Iteration 49Q: 3 clusters Score -8917270 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -8917327.000000 Penalty: 5349.432129
	Iteration 50Q: 3 clusters Score -8917327 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8917348.000000 Penalty: 5349.432129
	Iteration 51Q: 3 clusters Score -8917348 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -8917380.000000 Penalty: 5349.432129
	Iteration 52Q: 3 clusters Score -8917380 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -8917398.000000 Penalty: 5349.432129
	Iteration 53Q: 3 clusters Score -8917398 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -8917411.000000 Penalty: 5349.432129
	Iteration 54Q: 3 clusters Score -8917411 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -8917402.000000 Penalty: 5349.432129
	Iteration 55Q: 3 clusters Score -8917402 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -8917396.000000 Penalty: 5349.432129
	Iteration 56Q: 3 clusters Score -8917396 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8917383.000000 Penalty: 5349.432129
	Iteration 57Q: 3 clusters Score -8917383 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -8917366.000000 Penalty: 5349.432129
	Iteration 58Q: 3 clusters Score -8917366 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8917340.000000 Penalty: 5349.432129
	Iteration 59Q: 3 clusters Score -8917340 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8917300.000000 Penalty: 5349.432129
	Iteration 60F: 3 clusters Score -8917300 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8917262.000000 Penalty: 5349.432129
	Iteration 61Q: 3 clusters Score -8917262 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8917253.000000 Penalty: 5349.432129
	Iteration 62Q: 3 clusters Score -8917253 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -8917260.000000 Penalty: 5349.432129
	Iteration 63Q: 3 clusters Score -8917260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8917238.000000 Penalty: 5349.432129
	Iteration 64Q: 3 clusters Score -8917238 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8917193.000000 Penalty: 5349.432129
	Iteration 65Q: 3 clusters Score -8917193 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8917175.000000 Penalty: 5349.432129
	Iteration 66Q: 3 clusters Score -8917175 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8917160.000000 Penalty: 5349.432129
	Iteration 67Q: 3 clusters Score -8917160 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8917137.000000 Penalty: 5349.432129
	Iteration 68Q: 3 clusters Score -8917137 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8917131.000000 Penalty: 5349.432129
	Iteration 69Q: 3 clusters Score -8917131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8917103.000000 Penalty: 5349.432129
	Iteration 70Q: 3 clusters Score -8917103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8917097.000000 Penalty: 5349.432129
	Iteration 71Q: 3 clusters Score -8917097 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8917088.000000 Penalty: 5349.432129
	Iteration 72Q: 3 clusters Score -8917088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8917089.000000 Penalty: 5349.432129
	Iteration 73Q: 3 clusters Score -8917089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8917082.000000 Penalty: 5349.432129
	Iteration 74Q: 3 clusters Score -8917082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8917084.000000 Penalty: 5349.432129
	Iteration 75Q: 3 clusters Score -8917084 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8917071.000000 Penalty: 5349.432129
	Iteration 76Q: 3 clusters Score -8917071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8917089.000000 Penalty: 5349.432129
	Iteration 77Q: 3 clusters Score -8917089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8917073.000000 Penalty: 5349.432129
	Iteration 78Q: 3 clusters Score -8917073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8917055.000000 Penalty: 5349.432129
	Iteration 79Q: 3 clusters Score -8917055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8917052.000000 Penalty: 5349.432129
	Iteration 80F: 3 clusters Score -8917052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8917055.000000 Penalty: 5349.432129
	Iteration 81Q: 3 clusters Score -8917055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8917040.000000 Penalty: 5349.432129
	Iteration 82Q: 3 clusters Score -8917040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8917027.000000 Penalty: 5349.432129
	Iteration 83Q: 3 clusters Score -8917027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8917023.000000 Penalty: 5349.432129
	Iteration 84Q: 3 clusters Score -8917023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8917018.000000 Penalty: 5349.432129
	Iteration 85Q: 3 clusters Score -8917018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8917024.000000 Penalty: 5349.432129
	Iteration 86Q: 3 clusters Score -8917024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8917028.000000 Penalty: 5349.432129
	Iteration 87Q: 3 clusters Score -8917028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8917022.000000 Penalty: 5349.432129
	Iteration 88Q: 3 clusters Score -8917022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8917035.000000 Penalty: 5349.432129
	Iteration 89Q: 3 clusters Score -8917035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8917041.000000 Penalty: 5349.432129
	Iteration 90Q: 3 clusters Score -8917041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8917038.000000 Penalty: 5349.432129
	Iteration 91Q: 3 clusters Score -8917038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8917039.000000 Penalty: 5349.432129
	Iteration 92Q: 3 clusters Score -8917039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8917028.000000 Penalty: 5349.432129
	Iteration 93Q: 3 clusters Score -8917028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8917014.000000 Penalty: 5349.432129
	Iteration 94Q: 3 clusters Score -8917014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8917019.000000 Penalty: 5349.432129
	Iteration 95Q: 3 clusters Score -8917019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8917005.000000 Penalty: 5349.432129
	Iteration 96Q: 3 clusters Score -8917005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8917011.000000 Penalty: 5349.432129
	Iteration 97Q: 3 clusters Score -8917011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8917000.000000 Penalty: 5349.432129
	Iteration 98Q: 3 clusters Score -8917000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8916995.000000 Penalty: 5349.432129
	Iteration 99Q: 3 clusters Score -8916995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8916993.000000 Penalty: 5349.432129
	Iteration 100F: 3 clusters Score -8916993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8916990.000000 Penalty: 5349.432129
	Iteration 101Q: 3 clusters Score -8916990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8916988.000000 Penalty: 5349.432129
	Iteration 102Q: 3 clusters Score -8916988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8916986.000000 Penalty: 5349.432129
	Iteration 103Q: 3 clusters Score -8916986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8916985.000000 Penalty: 5349.432129
	Iteration 104Q: 3 clusters Score -8916985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8916987.000000 Penalty: 5349.432129
	Iteration 105Q: 3 clusters Score -8916987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8916989.000000 Penalty: 5349.432129
	Iteration 106Q: 3 clusters Score -8916989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8916991.000000 Penalty: 5349.432129
	Iteration 107Q: 3 clusters Score -8916991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8916988.000000 Penalty: 5349.432129
	Iteration 108Q: 3 clusters Score -8916988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8916997.000000 Penalty: 5349.432129
	Iteration 109Q: 3 clusters Score -8916997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8916993.000000 Penalty: 5349.432129
	Iteration 110Q: 3 clusters Score -8916993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8916997.000000 Penalty: 5349.432129
	Iteration 111Q: 3 clusters Score -8916997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8916988.000000 Penalty: 5349.432129
	Iteration 112Q: 3 clusters Score -8916988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8916986.000000 Penalty: 5349.432129
	Iteration 113Q: 3 clusters Score -8916986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8916987.000000 Penalty: 5349.432129
	Iteration 114Q: 3 clusters Score -8916987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8916991.000000 Penalty: 5349.432129
	Iteration 115Q: 3 clusters Score -8916991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8916988.000000 Penalty: 5349.432129
	Iteration 116Q: 3 clusters Score -8916988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8916988.000000 Penalty: 5349.432129
	Iteration 117Q: 3 clusters Score -8916988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8916988.000000 Penalty: 5349.432129
	Iteration 118F: 3 clusters Score -8916988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Entering Unmasked Estep 
Score: -1721008.875000 Penalty: 2267.894043
	Iteration 0F: 2 clusters Score -1721009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1713710.500000 Penalty: 4535.788086
	Iteration 0F: 3 clusters Score -1713710 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1715808.625000 Penalty: 4535.788086
	Iteration 1F: 3 clusters Score -1715809 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1716174.375000 Penalty: 4535.788086
	Iteration 2F: 3 clusters Score -1716174 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1716522.750000 Penalty: 4535.788086
	Iteration 3F: 3 clusters Score -1716523 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1716863.375000 Penalty: 4535.788086
	Iteration 4F: 3 clusters Score -1716863 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1717179.625000 Penalty: 4535.788086
	Iteration 5F: 3 clusters Score -1717180 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1717483.875000 Penalty: 4535.788086
	Iteration 6F: 3 clusters Score -1717484 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1717791.375000 Penalty: 4535.788086
	Iteration 7Q: 3 clusters Score -1717791 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1718113.000000 Penalty: 4535.788086
	Iteration 8Q: 3 clusters Score -1718113 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1718428.125000 Penalty: 4535.788086
	Iteration 9Q: 3 clusters Score -1718428 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1718690.250000 Penalty: 4535.788086
	Iteration 10Q: 3 clusters Score -1718690 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1718872.875000 Penalty: 4535.788086
	Iteration 11Q: 3 clusters Score -1718873 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1719004.625000 Penalty: 4535.788086
	Iteration 12Q: 3 clusters Score -1719005 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1719096.000000 Penalty: 4535.788086
	Iteration 13Q: 3 clusters Score -1719096 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1719154.875000 Penalty: 4535.788086
	Iteration 14Q: 3 clusters Score -1719155 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1719190.250000 Penalty: 4535.788086
	Iteration 15Q: 3 clusters Score -1719190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1719211.375000 Penalty: 4535.788086
	Iteration 16Q: 3 clusters Score -1719211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1719224.750000 Penalty: 4535.788086
	Iteration 17Q: 3 clusters Score -1719225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1719243.125000 Penalty: 4535.788086
	Iteration 18Q: 3 clusters Score -1719243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1719254.125000 Penalty: 4535.788086
	Iteration 19Q: 3 clusters Score -1719254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1719268.375000 Penalty: 4535.788086
	Iteration 20F: 3 clusters Score -1719268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1719273.750000 Penalty: 4535.788086
	Iteration 21Q: 3 clusters Score -1719274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1719281.125000 Penalty: 4535.788086
	Iteration 22Q: 3 clusters Score -1719281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1719284.750000 Penalty: 4535.788086
	Iteration 23Q: 3 clusters Score -1719285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1719286.375000 Penalty: 4535.788086
	Iteration 24Q: 3 clusters Score -1719286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1719287.625000 Penalty: 4535.788086
	Iteration 25Q: 3 clusters Score -1719288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1719289.500000 Penalty: 4535.788086
	Iteration 26Q: 3 clusters Score -1719290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1719286.875000 Penalty: 4535.788086
	Iteration 27Q: 3 clusters Score -1719287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1719287.000000 Penalty: 4535.788086
	Iteration 28Q: 3 clusters Score -1719287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1719287.500000 Penalty: 4535.788086
	Iteration 29Q: 3 clusters Score -1719288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1719286.375000 Penalty: 4535.788086
	Iteration 30Q: 3 clusters Score -1719286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1719288.500000 Penalty: 4535.788086
	Iteration 31Q: 3 clusters Score -1719288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1719291.250000 Penalty: 4535.788086
	Iteration 32Q: 3 clusters Score -1719291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1719294.750000 Penalty: 4535.788086
	Iteration 33Q: 3 clusters Score -1719295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1719292.500000 Penalty: 4535.788086
	Iteration 34Q: 3 clusters Score -1719292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1719294.000000 Penalty: 4535.788086
	Iteration 35Q: 3 clusters Score -1719294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1719295.875000 Penalty: 4535.788086
	Iteration 36Q: 3 clusters Score -1719296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1719293.750000 Penalty: 4535.788086
	Iteration 37Q: 3 clusters Score -1719294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1719296.875000 Penalty: 4535.788086
	Iteration 38Q: 3 clusters Score -1719297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1719301.125000 Penalty: 4535.788086
	Iteration 39Q: 3 clusters Score -1719301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1719298.625000 Penalty: 4535.788086
	Iteration 40F: 3 clusters Score -1719299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1719297.000000 Penalty: 4535.788086
	Iteration 41Q: 3 clusters Score -1719297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1719298.750000 Penalty: 4535.788086
	Iteration 42Q: 3 clusters Score -1719299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1719301.750000 Penalty: 4535.788086
	Iteration 43Q: 3 clusters Score -1719302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1719302.125000 Penalty: 4535.788086
	Iteration 44Q: 3 clusters Score -1719302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1719301.250000 Penalty: 4535.788086
	Iteration 45Q: 3 clusters Score -1719301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1719301.625000 Penalty: 4535.788086
	Iteration 46Q: 3 clusters Score -1719302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1719302.375000 Penalty: 4535.788086
	Iteration 47Q: 3 clusters Score -1719302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1719305.125000 Penalty: 4535.788086
	Iteration 48Q: 3 clusters Score -1719305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1719305.500000 Penalty: 4535.788086
	Iteration 49Q: 3 clusters Score -1719306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1719309.625000 Penalty: 4535.788086
	Iteration 50Q: 3 clusters Score -1719310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1719311.375000 Penalty: 4535.788086
	Iteration 51Q: 3 clusters Score -1719311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1719311.875000 Penalty: 4535.788086
	Iteration 52Q: 3 clusters Score -1719312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1719311.875000 Penalty: 4535.788086
	Iteration 53F: 3 clusters Score -1719312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Entering Unmasked Estep 
Score: -8421421.000000 Penalty: 2659.986816
	Iteration 0F: 2 clusters Score -8421421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -8391609.000000 Penalty: 5319.973633
	Iteration 0F: 3 clusters Score -8391609 nChanged 20848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -8403099.000000 Penalty: 5319.973633
	Iteration 1F: 3 clusters Score -8403099 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -8403671.000000 Penalty: 5319.973633
	Iteration 2Q: 3 clusters Score -8403671 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -8404122.000000 Penalty: 5319.973633
	Iteration 3Q: 3 clusters Score -8404122 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -8404609.000000 Penalty: 5319.973633
	Iteration 4Q: 3 clusters Score -8404609 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -8405196.000000 Penalty: 5319.973633
	Iteration 5Q: 3 clusters Score -8405196 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -8406001.000000 Penalty: 5319.973633
	Iteration 6Q: 3 clusters Score -8406001 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -8407134.000000 Penalty: 5319.973633
	Iteration 7Q: 3 clusters Score -8407134 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -8408709.000000 Penalty: 5319.973633
	Iteration 8F: 3 clusters Score -8408709 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -8410606.000000 Penalty: 5319.973633
	Iteration 9F: 3 clusters Score -8410606 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -8412469.000000 Penalty: 5319.973633
	Iteration 10F: 3 clusters Score -8412469 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -8413976.000000 Penalty: 5319.973633
	Iteration 11Q: 3 clusters Score -8413976 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -8415138.000000 Penalty: 5319.973633
	Iteration 12Q: 3 clusters Score -8415138 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -8416027.000000 Penalty: 5319.973633
	Iteration 13Q: 3 clusters Score -8416027 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -8416813.000000 Penalty: 5319.973633
	Iteration 14Q: 3 clusters Score -8416813 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -8417471.000000 Penalty: 5319.973633
	Iteration 15Q: 3 clusters Score -8417471 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -8418035.000000 Penalty: 5319.973633
	Iteration 16Q: 3 clusters Score -8418035 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -8418392.000000 Penalty: 5319.973633
	Iteration 17Q: 3 clusters Score -8418392 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -8418601.000000 Penalty: 5319.973633
	Iteration 18Q: 3 clusters Score -8418601 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -8418806.000000 Penalty: 5319.973633
	Iteration 19Q: 3 clusters Score -8418806 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -8418927.000000 Penalty: 5319.973633
	Iteration 20F: 3 clusters Score -8418927 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8419031.000000 Penalty: 5319.973633
	Iteration 21Q: 3 clusters Score -8419031 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -8419082.000000 Penalty: 5319.973633
	Iteration 22Q: 3 clusters Score -8419082 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -8419120.000000 Penalty: 5319.973633
	Iteration 23Q: 3 clusters Score -8419120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -8419161.000000 Penalty: 5319.973633
	Iteration 24Q: 3 clusters Score -8419161 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -8419198.000000 Penalty: 5319.973633
	Iteration 25Q: 3 clusters Score -8419198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -8419220.000000 Penalty: 5319.973633
	Iteration 26Q: 3 clusters Score -8419220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -8419239.000000 Penalty: 5319.973633
	Iteration 27Q: 3 clusters Score -8419239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -8419251.000000 Penalty: 5319.973633
	Iteration 28Q: 3 clusters Score -8419251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -8419250.000000 Penalty: 5319.973633
	Iteration 29Q: 3 clusters Score -8419250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -8419253.000000 Penalty: 5319.973633
	Iteration 30Q: 3 clusters Score -8419253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -8419257.000000 Penalty: 5319.973633
	Iteration 31Q: 3 clusters Score -8419257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -8419258.000000 Penalty: 5319.973633
	Iteration 32Q: 3 clusters Score -8419258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -8419250.000000 Penalty: 5319.973633
	Iteration 33Q: 3 clusters Score -8419250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -8419260.000000 Penalty: 5319.973633
	Iteration 34Q: 3 clusters Score -8419260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -8419263.000000 Penalty: 5319.973633
	Iteration 35Q: 3 clusters Score -8419263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -8419265.000000 Penalty: 5319.973633
	Iteration 36Q: 3 clusters Score -8419265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -8419274.000000 Penalty: 5319.973633
	Iteration 37Q: 3 clusters Score -8419274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -8419278.000000 Penalty: 5319.973633
	Iteration 38Q: 3 clusters Score -8419278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -8419289.000000 Penalty: 5319.973633
	Iteration 39Q: 3 clusters Score -8419289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -8419300.000000 Penalty: 5319.973633
	Iteration 40F: 3 clusters Score -8419300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -8419295.000000 Penalty: 5319.973633
	Iteration 41Q: 3 clusters Score -8419295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -8419290.000000 Penalty: 5319.973633
	Iteration 42Q: 3 clusters Score -8419290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8419302.000000 Penalty: 5319.973633
	Iteration 43Q: 3 clusters Score -8419302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -8419312.000000 Penalty: 5319.973633
	Iteration 44Q: 3 clusters Score -8419312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -8419312.000000 Penalty: 5319.973633
	Iteration 45F: 3 clusters Score -8419312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -87658.828125 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -87658.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -86161.226562 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -86161.23 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -86323.421875 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -86323.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -86385.343750 Penalty: 3079.460693
	Iteration 2Q: 3 clusters Score -86385.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -86413.859375 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -86413.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -86433.546875 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -86433.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -86439.968750 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -86439.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -86442.062500 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -86442.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -86442.062500 Penalty: 3079.460693
	Iteration 7F: 3 clusters Score -86442.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Entering Unmasked Estep 
Score: -8259333.000000 Penalty: 2655.016846
	Iteration 0F: 2 clusters Score -8259333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -8230022.000000 Penalty: 5310.033691
	Iteration 0F: 3 clusters Score -8230022 nChanged 20721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -8241514.000000 Penalty: 5310.033691
	Iteration 1F: 3 clusters Score -8241514 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -8242065.500000 Penalty: 5310.033691
	Iteration 2Q: 3 clusters Score -8242066 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -8242553.500000 Penalty: 5310.033691
	Iteration 3Q: 3 clusters Score -8242554 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -8243062.000000 Penalty: 5310.033691
	Iteration 4Q: 3 clusters Score -8243062 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -8243588.500000 Penalty: 5310.033691
	Iteration 5Q: 3 clusters Score -8243588 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -8244306.000000 Penalty: 5310.033691
	Iteration 6Q: 3 clusters Score -8244306 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -8245273.500000 Penalty: 5310.033691
	Iteration 7Q: 3 clusters Score -8245274 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -8246574.000000 Penalty: 5310.033691
	Iteration 8Q: 3 clusters Score -8246574 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -8248124.000000 Penalty: 5310.033691
	Iteration 9F: 3 clusters Score -8248124 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -8249763.500000 Penalty: 5310.033691
	Iteration 10F: 3 clusters Score -8249764 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -8251219.500000 Penalty: 5310.033691
	Iteration 11Q: 3 clusters Score -8251220 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -8252269.500000 Penalty: 5310.033691
	Iteration 12Q: 3 clusters Score -8252270 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -8252912.500000 Penalty: 5310.033691
	Iteration 13Q: 3 clusters Score -8252912 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -8253243.000000 Penalty: 5310.033691
	Iteration 14Q: 3 clusters Score -8253243 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -8253556.000000 Penalty: 5310.033691
	Iteration 15Q: 3 clusters Score -8253556 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -8253826.000000 Penalty: 5310.033691
	Iteration 16Q: 3 clusters Score -8253826 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -8254122.500000 Penalty: 5310.033691
	Iteration 17Q: 3 clusters Score -8254122 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -8254360.000000 Penalty: 5310.033691
	Iteration 18Q: 3 clusters Score -8254360 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -8254620.500000 Penalty: 5310.033691
	Iteration 19Q: 3 clusters Score -8254620 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -8254865.000000 Penalty: 5310.033691
	Iteration 20F: 3 clusters Score -8254865 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -8255038.000000 Penalty: 5310.033691
	Iteration 21Q: 3 clusters Score -8255038 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -8255256.500000 Penalty: 5310.033691
	Iteration 22Q: 3 clusters Score -8255256 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -8255445.000000 Penalty: 5310.033691
	Iteration 23Q: 3 clusters Score -8255445 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -8255667.000000 Penalty: 5310.033691
	Iteration 24Q: 3 clusters Score -8255667 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -8255890.000000 Penalty: 5310.033691
	Iteration 25Q: 3 clusters Score -8255890 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -8256110.000000 Penalty: 5310.033691
	Iteration 26Q: 3 clusters Score -8256110 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -8256339.500000 Penalty: 5310.033691
	Iteration 27Q: 3 clusters Score -8256340 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -8256536.000000 Penalty: 5310.033691
	Iteration 28Q: 3 clusters Score -8256536 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -8256689.500000 Penalty: 5310.033691
	Iteration 29Q: 3 clusters Score -8256690 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -8256825.000000 Penalty: 5310.033691
	Iteration 30Q: 3 clusters Score -8256825 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -8256908.500000 Penalty: 5310.033691
	Iteration 31Q: 3 clusters Score -8256908 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -8256966.000000 Penalty: 5310.033691
	Iteration 32Q: 3 clusters Score -8256966 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -8257034.000000 Penalty: 5310.033691
	Iteration 33Q: 3 clusters Score -8257034 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -8257095.000000 Penalty: 5310.033691
	Iteration 34Q: 3 clusters Score -8257095 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -8257128.500000 Penalty: 5310.033691
	Iteration 35Q: 3 clusters Score -8257128 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -8257164.500000 Penalty: 5310.033691
	Iteration 36Q: 3 clusters Score -8257164 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8257154.500000 Penalty: 5310.033691
	Iteration 37Q: 3 clusters Score -8257154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8257171.500000 Penalty: 5310.033691
	Iteration 38Q: 3 clusters Score -8257172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -8257163.000000 Penalty: 5310.033691
	Iteration 39Q: 3 clusters Score -8257163 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -8257186.000000 Penalty: 5310.033691
	Iteration 40F: 3 clusters Score -8257186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -8257200.000000 Penalty: 5310.033691
	Iteration 41Q: 3 clusters Score -8257200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -8257210.500000 Penalty: 5310.033691
	Iteration 42Q: 3 clusters Score -8257210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -8257224.000000 Penalty: 5310.033691
	Iteration 43Q: 3 clusters Score -8257224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8257225.000000 Penalty: 5310.033691
	Iteration 44Q: 3 clusters Score -8257225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -8257231.000000 Penalty: 5310.033691
	Iteration 45Q: 3 clusters Score -8257231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -8257240.500000 Penalty: 5310.033691
	Iteration 46Q: 3 clusters Score -8257240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -8257237.000000 Penalty: 5310.033691
	Iteration 47Q: 3 clusters Score -8257237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -8257239.000000 Penalty: 5310.033691
	Iteration 48Q: 3 clusters Score -8257239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8257246.000000 Penalty: 5310.033691
	Iteration 49Q: 3 clusters Score -8257246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -8257247.500000 Penalty: 5310.033691
	Iteration 50Q: 3 clusters Score -8257248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -8257258.000000 Penalty: 5310.033691
	Iteration 51Q: 3 clusters Score -8257258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -8257262.500000 Penalty: 5310.033691
	Iteration 52Q: 3 clusters Score -8257262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -8257257.500000 Penalty: 5310.033691
	Iteration 53Q: 3 clusters Score -8257258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -8257258.500000 Penalty: 5310.033691
	Iteration 54Q: 3 clusters Score -8257258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8257254.000000 Penalty: 5310.033691
	Iteration 55Q: 3 clusters Score -8257254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -8257257.000000 Penalty: 5310.033691
	Iteration 56Q: 3 clusters Score -8257257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8257253.500000 Penalty: 5310.033691
	Iteration 57Q: 3 clusters Score -8257254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8257253.500000 Penalty: 5310.033691
	Iteration 58F: 3 clusters Score -8257254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Entering Unmasked Estep 
Score: -8569809.000000 Penalty: 2664.511719
	Iteration 0F: 2 clusters Score -8569809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -8540029.000000 Penalty: 5329.023438
	Iteration 0F: 3 clusters Score -8540029 nChanged 21236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -8551827.000000 Penalty: 5329.023438
	Iteration 1F: 3 clusters Score -8551827 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -8552532.000000 Penalty: 5329.023438
	Iteration 2Q: 3 clusters Score -8552532 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -8553586.000000 Penalty: 5329.023438
	Iteration 3Q: 3 clusters Score -8553586 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -8555094.000000 Penalty: 5329.023438
	Iteration 4F: 3 clusters Score -8555094 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -8557455.000000 Penalty: 5329.023438
	Iteration 5F: 3 clusters Score -8557455 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -8560547.000000 Penalty: 5329.023438
	Iteration 6F: 3 clusters Score -8560547 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -8564005.000000 Penalty: 5329.023438
	Iteration 7F: 3 clusters Score -8564005 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -8566662.000000 Penalty: 5329.023438
	Iteration 8F: 3 clusters Score -8566662 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -8567653.000000 Penalty: 5329.023438
	Iteration 9Q: 3 clusters Score -8567653 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -8567907.000000 Penalty: 5329.023438
	Iteration 10Q: 3 clusters Score -8567907 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -8567997.000000 Penalty: 5329.023438
	Iteration 11Q: 3 clusters Score -8567997 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -8568073.000000 Penalty: 5329.023438
	Iteration 12Q: 3 clusters Score -8568073 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -8568125.000000 Penalty: 5329.023438
	Iteration 13Q: 3 clusters Score -8568125 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -8568134.000000 Penalty: 5329.023438
	Iteration 14Q: 3 clusters Score -8568134 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -8568134.000000 Penalty: 5329.023438
	Iteration 15Q: 3 clusters Score -8568134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -8568153.000000 Penalty: 5329.023438
	Iteration 16Q: 3 clusters Score -8568153 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -8568195.000000 Penalty: 5329.023438
	Iteration 17Q: 3 clusters Score -8568195 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -8568195.000000 Penalty: 5329.023438
	Iteration 18Q: 3 clusters Score -8568195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -8568200.000000 Penalty: 5329.023438
	Iteration 19Q: 3 clusters Score -8568200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -8568201.000000 Penalty: 5329.023438
	Iteration 20F: 3 clusters Score -8568201 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -8568232.000000 Penalty: 5329.023438
	Iteration 21Q: 3 clusters Score -8568232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -8568242.000000 Penalty: 5329.023438
	Iteration 22Q: 3 clusters Score -8568242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -8568254.000000 Penalty: 5329.023438
	Iteration 23Q: 3 clusters Score -8568254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -8568249.000000 Penalty: 5329.023438
	Iteration 24Q: 3 clusters Score -8568249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -8568264.000000 Penalty: 5329.023438
	Iteration 25Q: 3 clusters Score -8568264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -8568272.000000 Penalty: 5329.023438
	Iteration 26Q: 3 clusters Score -8568272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -8568283.000000 Penalty: 5329.023438
	Iteration 27Q: 3 clusters Score -8568283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -8568299.000000 Penalty: 5329.023438
	Iteration 28Q: 3 clusters Score -8568299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -8568300.000000 Penalty: 5329.023438
	Iteration 29Q: 3 clusters Score -8568300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -8568339.000000 Penalty: 5329.023438
	Iteration 30Q: 3 clusters Score -8568339 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -8568360.000000 Penalty: 5329.023438
	Iteration 31Q: 3 clusters Score -8568360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -8568372.000000 Penalty: 5329.023438
	Iteration 32Q: 3 clusters Score -8568372 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -8568374.000000 Penalty: 5329.023438
	Iteration 33Q: 3 clusters Score -8568374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -8568382.000000 Penalty: 5329.023438
	Iteration 34Q: 3 clusters Score -8568382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -8568386.000000 Penalty: 5329.023438
	Iteration 35Q: 3 clusters Score -8568386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -8568404.000000 Penalty: 5329.023438
	Iteration 36Q: 3 clusters Score -8568404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -8568401.000000 Penalty: 5329.023438
	Iteration 37Q: 3 clusters Score -8568401 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -8568405.000000 Penalty: 5329.023438
	Iteration 38Q: 3 clusters Score -8568405 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -8568405.000000 Penalty: 5329.023438
	Iteration 39Q: 3 clusters Score -8568405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -8568403.000000 Penalty: 5329.023438
	Iteration 40F: 3 clusters Score -8568403 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -8568403.000000 Penalty: 5329.023438
	Iteration 41Q: 3 clusters Score -8568403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -8568395.000000 Penalty: 5329.023438
	Iteration 42Q: 3 clusters Score -8568395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -8568407.000000 Penalty: 5329.023438
	Iteration 43Q: 3 clusters Score -8568407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -8568409.000000 Penalty: 5329.023438
	Iteration 44Q: 3 clusters Score -8568409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -8568400.000000 Penalty: 5329.023438
	Iteration 45Q: 3 clusters Score -8568400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -8568417.000000 Penalty: 5329.023438
	Iteration 46Q: 3 clusters Score -8568417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -8568412.000000 Penalty: 5329.023438
	Iteration 47Q: 3 clusters Score -8568412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -8568442.000000 Penalty: 5329.023438
	Iteration 48Q: 3 clusters Score -8568442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -8568440.000000 Penalty: 5329.023438
	Iteration 49Q: 3 clusters Score -8568440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -8568449.000000 Penalty: 5329.023438
	Iteration 50Q: 3 clusters Score -8568449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -8568467.000000 Penalty: 5329.023438
	Iteration 51Q: 3 clusters Score -8568467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -8568458.000000 Penalty: 5329.023438
	Iteration 52Q: 3 clusters Score -8568458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -8568459.000000 Penalty: 5329.023438
	Iteration 53Q: 3 clusters Score -8568459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -8568469.000000 Penalty: 5329.023438
	Iteration 54Q: 3 clusters Score -8568469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -8568480.000000 Penalty: 5329.023438
	Iteration 55Q: 3 clusters Score -8568480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -8568474.000000 Penalty: 5329.023438
	Iteration 56Q: 3 clusters Score -8568474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -8568481.000000 Penalty: 5329.023438
	Iteration 57Q: 3 clusters Score -8568481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -8568489.000000 Penalty: 5329.023438
	Iteration 58Q: 3 clusters Score -8568489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -8568493.000000 Penalty: 5329.023438
	Iteration 59Q: 3 clusters Score -8568493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -8568495.000000 Penalty: 5329.023438
	Iteration 60F: 3 clusters Score -8568495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -8568506.000000 Penalty: 5329.023438
	Iteration 61Q: 3 clusters Score -8568506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -8568503.000000 Penalty: 5329.023438
	Iteration 62Q: 3 clusters Score -8568503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -8568506.000000 Penalty: 5329.023438
	Iteration 63Q: 3 clusters Score -8568506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -8568501.000000 Penalty: 5329.023438
	Iteration 64Q: 3 clusters Score -8568501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -8568501.000000 Penalty: 5329.023438
	Iteration 65F: 3 clusters Score -8568501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -74398.343750 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -74398.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72954.078125 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -72954.08 nChanged 65
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: -73138.343750 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -73138.34 nChanged 27
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: -73220.515625 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -73220.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73262.820312 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -73262.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73272.234375 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -73272.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -73277.312500 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -73277.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -73287.625000 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -73287.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73311.007812 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -73311.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73317.445312 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -73317.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73325.609375 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -73325.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73329.984375 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -73329.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73329.984375 Penalty: 3021.289795
	Iteration 11F: 3 clusters Score -73329.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Entering Unmasked Estep 
Score: -9719130.000000 Penalty: 2693.922119
	Iteration 0F: 2 clusters Score -9719130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -9690574.000000 Penalty: 5387.844238
	Iteration 0F: 3 clusters Score -9690574 nChanged 23962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -9703984.000000 Penalty: 5387.844238
	Iteration 1F: 3 clusters Score -9703984 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -9704548.000000 Penalty: 5387.844238
	Iteration 2Q: 3 clusters Score -9704548 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -9705288.000000 Penalty: 5387.844238
	Iteration 3Q: 3 clusters Score -9705288 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -9706130.000000 Penalty: 5387.844238
	Iteration 4Q: 3 clusters Score -9706130 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -9707448.000000 Penalty: 5387.844238
	Iteration 5F: 3 clusters Score -9707448 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -9709206.000000 Penalty: 5387.844238
	Iteration 6F: 3 clusters Score -9709206 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -9711421.000000 Penalty: 5387.844238
	Iteration 7F: 3 clusters Score -9711421 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -9713753.000000 Penalty: 5387.844238
	Iteration 8F: 3 clusters Score -9713753 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -9716086.000000 Penalty: 5387.844238
	Iteration 9F: 3 clusters Score -9716086 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -9717490.000000 Penalty: 5387.844238
	Iteration 10Q: 3 clusters Score -9717490 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -9717891.000000 Penalty: 5387.844238
	Iteration 11Q: 3 clusters Score -9717891 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -9717625.000000 Penalty: 5387.844238
	Iteration 12Q: 3 clusters Score -9717625 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -9717355.000000 Penalty: 5387.844238
	Iteration 13Q: 3 clusters Score -9717355 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 51040 members 
Entering Unmasked Estep 
Score: -9717273.000000 Penalty: 5387.844238
	Iteration 14Q: 3 clusters Score -9717273 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -9717186.000000 Penalty: 5387.844238
	Iteration 15Q: 3 clusters Score -9717186 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -9717151.000000 Penalty: 5387.844238
	Iteration 16Q: 3 clusters Score -9717151 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -9717117.000000 Penalty: 5387.844238
	Iteration 17Q: 3 clusters Score -9717117 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -9717074.000000 Penalty: 5387.844238
	Iteration 18Q: 3 clusters Score -9717074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -9717084.000000 Penalty: 5387.844238
	Iteration 19Q: 3 clusters Score -9717084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -9717101.000000 Penalty: 5387.844238
	Iteration 20F: 3 clusters Score -9717101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -9717107.000000 Penalty: 5387.844238
	Iteration 21Q: 3 clusters Score -9717107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -9717097.000000 Penalty: 5387.844238
	Iteration 22Q: 3 clusters Score -9717097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -9717098.000000 Penalty: 5387.844238
	Iteration 23Q: 3 clusters Score -9717098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -9717103.000000 Penalty: 5387.844238
	Iteration 24Q: 3 clusters Score -9717103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -9717102.000000 Penalty: 5387.844238
	Iteration 25Q: 3 clusters Score -9717102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -9717105.000000 Penalty: 5387.844238
	Iteration 26Q: 3 clusters Score -9717105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -9717106.000000 Penalty: 5387.844238
	Iteration 27Q: 3 clusters Score -9717106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 51864 members 
Entering Unmasked Estep 
Score: -9717104.000000 Penalty: 5387.844238
	Iteration 28Q: 3 clusters Score -9717104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -9717115.000000 Penalty: 5387.844238
	Iteration 29Q: 3 clusters Score -9717115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -9717108.000000 Penalty: 5387.844238
	Iteration 30Q: 3 clusters Score -9717108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -9717113.000000 Penalty: 5387.844238
	Iteration 31Q: 3 clusters Score -9717113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -9717111.000000 Penalty: 5387.844238
	Iteration 32Q: 3 clusters Score -9717111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -9717127.000000 Penalty: 5387.844238
	Iteration 33Q: 3 clusters Score -9717127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51884 members 
Entering Unmasked Estep 
Score: -9717134.000000 Penalty: 5387.844238
	Iteration 34Q: 3 clusters Score -9717134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -9717127.000000 Penalty: 5387.844238
	Iteration 35Q: 3 clusters Score -9717127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -9717127.000000 Penalty: 5387.844238
	Iteration 36F: 3 clusters Score -9717127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -94108.296875 Penalty: 1560.767944
	Iteration 0F: 2 clusters Score -94108.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -92558.804688 Penalty: 3121.535889
	Iteration 0F: 3 clusters Score -92558.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -92739.250000 Penalty: 3121.535889
	Iteration 1F: 3 clusters Score -92739.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -92810.656250 Penalty: 3121.535889
	Iteration 2F: 3 clusters Score -92810.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92837.351562 Penalty: 3121.535889
	Iteration 3Q: 3 clusters Score -92837.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -92857.164062 Penalty: 3121.535889
	Iteration 4Q: 3 clusters Score -92857.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -92885.390625 Penalty: 3121.535889
	Iteration 5Q: 3 clusters Score -92885.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -92897.851562 Penalty: 3121.535889
	Iteration 6Q: 3 clusters Score -92897.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -92914.273438 Penalty: 3121.535889
	Iteration 7Q: 3 clusters Score -92914.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -92934.359375 Penalty: 3121.535889
	Iteration 8Q: 3 clusters Score -92934.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -92943.062500 Penalty: 3121.535889
	Iteration 9Q: 3 clusters Score -92943.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -92951.710938 Penalty: 3121.535889
	Iteration 10Q: 3 clusters Score -92951.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92978.335938 Penalty: 3121.535889
	Iteration 11Q: 3 clusters Score -92978.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93011.265625 Penalty: 3121.535889
	Iteration 12Q: 3 clusters Score -93011.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93036.921875 Penalty: 3121.535889
	Iteration 13Q: 3 clusters Score -93036.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93058.828125 Penalty: 3121.535889
	Iteration 14Q: 3 clusters Score -93058.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93081.820312 Penalty: 3121.535889
	Iteration 15Q: 3 clusters Score -93081.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93115.507812 Penalty: 3121.535889
	Iteration 16Q: 3 clusters Score -93115.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93145.578125 Penalty: 3121.535889
	Iteration 17Q: 3 clusters Score -93145.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -93159.640625 Penalty: 3121.535889
	Iteration 18Q: 3 clusters Score -93159.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93170.335938 Penalty: 3121.535889
	Iteration 19Q: 3 clusters Score -93170.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -93179.703125 Penalty: 3121.535889
	Iteration 20F: 3 clusters Score -93179.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93192.218750 Penalty: 3121.535889
	Iteration 21Q: 3 clusters Score -93192.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -93218.593750 Penalty: 3121.535889
	Iteration 22Q: 3 clusters Score -93218.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -93253.195312 Penalty: 3121.535889
	Iteration 23Q: 3 clusters Score -93253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -93282.531250 Penalty: 3121.535889
	Iteration 24Q: 3 clusters Score -93282.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -93301.054688 Penalty: 3121.535889
	Iteration 25Q: 3 clusters Score -93301.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -93302.664062 Penalty: 3121.535889
	Iteration 26Q: 3 clusters Score -93302.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -93302.664062 Penalty: 3121.535889
	Iteration 27F: 3 clusters Score -93302.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -112885.101562 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -112885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111170.281250 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -111170.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -111676.390625 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -111676.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -111963.851562 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -111963.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112144.929688 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -112144.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112287.156250 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -112287.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112400.820312 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -112400.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112454.335938 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -112454.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112527.835938 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -112527.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -112607.351562 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -112607.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -112654.804688 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -112654.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112685.117188 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -112685.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112721.257812 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -112721.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112749.710938 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -112749.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112770.742188 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -112770.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112786.851562 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -112786.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112799.914062 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -112799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112805.570312 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -112805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112808.773438 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -112808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112812.710938 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -112812.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112821.023438 Penalty: 3365.090820
	Iteration 19F: 3 clusters Score -112821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112860.500000 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -112860.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -112904.718750 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -112904.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112929.210938 Penalty: 3365.090820
	Iteration 22Q: 3 clusters Score -112929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112938.515625 Penalty: 3365.090820
	Iteration 23Q: 3 clusters Score -112938.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112938.515625 Penalty: 3365.090820
	Iteration 24F: 3 clusters Score -112938.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 43751 members 
Mstep: Class 3 contains 47429 members 
Mstep: Class 4 contains 44638 members 
Mstep: Class 5 contains 53055 members 
Mstep: Class 6 contains 48298 members 
Mstep: Class 7 contains 9365 members 
Mstep: Class 8 contains 45513 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 44610 members 
Mstep: Class 11 contains 46351 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52187 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 497 members 
Mstep: Class 16 contains 43294 members 
Mstep: Class 17 contains 42723 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43950 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46960 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48542 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 387 members 
Entering Unmasked Estep 
Score: -126901800.000000 Penalty: 83433.343750
Splitting cluster 15 changes total score from -126903448.000000 to -126901800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (43294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Entering Unmasked Estep 
Score: -7985797.500000 Penalty: 2647.590820
	Iteration 0F: 2 clusters Score -7985798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -7957026.500000 Penalty: 5295.181641
	Iteration 0F: 3 clusters Score -7957026 nChanged 19840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -7968037.500000 Penalty: 5295.181641
	Iteration 1F: 3 clusters Score -7968038 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -7969009.000000 Penalty: 5295.181641
	Iteration 2Q: 3 clusters Score -7969009 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -7970361.500000 Penalty: 5295.181641
	Iteration 3F: 3 clusters Score -7970362 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -7972091.500000 Penalty: 5295.181641
	Iteration 4F: 3 clusters Score -7972092 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -7974195.000000 Penalty: 5295.181641
	Iteration 5F: 3 clusters Score -7974195 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -7976758.500000 Penalty: 5295.181641
	Iteration 6F: 3 clusters Score -7976758 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -7979199.500000 Penalty: 5295.181641
	Iteration 7F: 3 clusters Score -7979200 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -7980947.500000 Penalty: 5295.181641
	Iteration 8F: 3 clusters Score -7980948 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -7981851.000000 Penalty: 5295.181641
	Iteration 9Q: 3 clusters Score -7981851 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -7982369.000000 Penalty: 5295.181641
	Iteration 10Q: 3 clusters Score -7982369 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -7982790.500000 Penalty: 5295.181641
	Iteration 11Q: 3 clusters Score -7982790 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33372 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -7983126.500000 Penalty: 5295.181641
	Iteration 12Q: 3 clusters Score -7983126 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -7983450.500000 Penalty: 5295.181641
	Iteration 13Q: 3 clusters Score -7983450 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -7983651.000000 Penalty: 5295.181641
	Iteration 14Q: 3 clusters Score -7983651 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -7983821.000000 Penalty: 5295.181641
	Iteration 15Q: 3 clusters Score -7983821 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -7983934.500000 Penalty: 5295.181641
	Iteration 16Q: 3 clusters Score -7983934 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -7984065.500000 Penalty: 5295.181641
	Iteration 17Q: 3 clusters Score -7984066 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -7984141.000000 Penalty: 5295.181641
	Iteration 18Q: 3 clusters Score -7984141 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -7984246.000000 Penalty: 5295.181641
	Iteration 19Q: 3 clusters Score -7984246 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -7984329.500000 Penalty: 5295.181641
	Iteration 20F: 3 clusters Score -7984330 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -7984412.500000 Penalty: 5295.181641
	Iteration 21Q: 3 clusters Score -7984412 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -7984498.000000 Penalty: 5295.181641
	Iteration 22Q: 3 clusters Score -7984498 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -7984545.000000 Penalty: 5295.181641
	Iteration 23Q: 3 clusters Score -7984545 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -7984586.500000 Penalty: 5295.181641
	Iteration 24Q: 3 clusters Score -7984586 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -7984612.500000 Penalty: 5295.181641
	Iteration 25Q: 3 clusters Score -7984612 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -7984671.500000 Penalty: 5295.181641
	Iteration 26Q: 3 clusters Score -7984672 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -7984710.000000 Penalty: 5295.181641
	Iteration 27Q: 3 clusters Score -7984710 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -7984724.500000 Penalty: 5295.181641
	Iteration 28Q: 3 clusters Score -7984724 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -7984738.500000 Penalty: 5295.181641
	Iteration 29Q: 3 clusters Score -7984738 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -7984776.500000 Penalty: 5295.181641
	Iteration 30Q: 3 clusters Score -7984776 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -7984763.500000 Penalty: 5295.181641
	Iteration 31Q: 3 clusters Score -7984764 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -7984760.000000 Penalty: 5295.181641
	Iteration 32Q: 3 clusters Score -7984760 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -7984776.500000 Penalty: 5295.181641
	Iteration 33Q: 3 clusters Score -7984776 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -7984782.500000 Penalty: 5295.181641
	Iteration 34Q: 3 clusters Score -7984782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -7984790.000000 Penalty: 5295.181641
	Iteration 35Q: 3 clusters Score -7984790 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -7984787.000000 Penalty: 5295.181641
	Iteration 36Q: 3 clusters Score -7984787 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -7984801.000000 Penalty: 5295.181641
	Iteration 37Q: 3 clusters Score -7984801 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -7984791.500000 Penalty: 5295.181641
	Iteration 38Q: 3 clusters Score -7984792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -7984791.000000 Penalty: 5295.181641
	Iteration 39Q: 3 clusters Score -7984791 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -7984788.500000 Penalty: 5295.181641
	Iteration 40F: 3 clusters Score -7984788 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -7984794.500000 Penalty: 5295.181641
	Iteration 41Q: 3 clusters Score -7984794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -7984802.000000 Penalty: 5295.181641
	Iteration 42Q: 3 clusters Score -7984802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7984802.500000 Penalty: 5295.181641
	Iteration 43Q: 3 clusters Score -7984802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7984794.000000 Penalty: 5295.181641
	Iteration 44Q: 3 clusters Score -7984794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7984812.000000 Penalty: 5295.181641
	Iteration 45Q: 3 clusters Score -7984812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -7984821.500000 Penalty: 5295.181641
	Iteration 46Q: 3 clusters Score -7984822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7984827.500000 Penalty: 5295.181641
	Iteration 47Q: 3 clusters Score -7984828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7984830.000000 Penalty: 5295.181641
	Iteration 48Q: 3 clusters Score -7984830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7984834.500000 Penalty: 5295.181641
	Iteration 49Q: 3 clusters Score -7984834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7984831.000000 Penalty: 5295.181641
	Iteration 50Q: 3 clusters Score -7984831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -7984831.500000 Penalty: 5295.181641
	Iteration 51Q: 3 clusters Score -7984832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -7984828.000000 Penalty: 5295.181641
	Iteration 52Q: 3 clusters Score -7984828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -7984816.000000 Penalty: 5295.181641
	Iteration 53Q: 3 clusters Score -7984816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -7984822.000000 Penalty: 5295.181641
	Iteration 54Q: 3 clusters Score -7984822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -7984823.500000 Penalty: 5295.181641
	Iteration 55Q: 3 clusters Score -7984824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7984828.000000 Penalty: 5295.181641
	Iteration 56Q: 3 clusters Score -7984828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7984821.500000 Penalty: 5295.181641
	Iteration 57Q: 3 clusters Score -7984822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -7984815.000000 Penalty: 5295.181641
	Iteration 58Q: 3 clusters Score -7984815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7984820.000000 Penalty: 5295.181641
	Iteration 59Q: 3 clusters Score -7984820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7984813.000000 Penalty: 5295.181641
	Iteration 60F: 3 clusters Score -7984813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7984812.000000 Penalty: 5295.181641
	Iteration 61Q: 3 clusters Score -7984812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7984813.000000 Penalty: 5295.181641
	Iteration 62Q: 3 clusters Score -7984813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -7984823.500000 Penalty: 5295.181641
	Iteration 63Q: 3 clusters Score -7984824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7984838.500000 Penalty: 5295.181641
	Iteration 64Q: 3 clusters Score -7984838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7984820.500000 Penalty: 5295.181641
	Iteration 65Q: 3 clusters Score -7984820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -7984825.500000 Penalty: 5295.181641
	Iteration 66Q: 3 clusters Score -7984826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7984822.000000 Penalty: 5295.181641
	Iteration 67Q: 3 clusters Score -7984822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7984821.000000 Penalty: 5295.181641
	Iteration 68Q: 3 clusters Score -7984821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7984822.000000 Penalty: 5295.181641
	Iteration 69Q: 3 clusters Score -7984822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7984830.000000 Penalty: 5295.181641
	Iteration 70Q: 3 clusters Score -7984830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7984820.000000 Penalty: 5295.181641
	Iteration 71Q: 3 clusters Score -7984820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -7984824.500000 Penalty: 5295.181641
	Iteration 72Q: 3 clusters Score -7984824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7984827.000000 Penalty: 5295.181641
	Iteration 73Q: 3 clusters Score -7984827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7984832.000000 Penalty: 5295.181641
	Iteration 74Q: 3 clusters Score -7984832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7984832.000000 Penalty: 5295.181641
	Iteration 75Q: 3 clusters Score -7984832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7984834.500000 Penalty: 5295.181641
	Iteration 76Q: 3 clusters Score -7984834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7984836.500000 Penalty: 5295.181641
	Iteration 77Q: 3 clusters Score -7984836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7984832.000000 Penalty: 5295.181641
	Iteration 78Q: 3 clusters Score -7984832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -7984838.000000 Penalty: 5295.181641
	Iteration 79Q: 3 clusters Score -7984838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7984833.000000 Penalty: 5295.181641
	Iteration 80F: 3 clusters Score -7984833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7984830.500000 Penalty: 5295.181641
	Iteration 81Q: 3 clusters Score -7984830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -7984820.000000 Penalty: 5295.181641
	Iteration 82Q: 3 clusters Score -7984820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7984828.000000 Penalty: 5295.181641
	Iteration 83Q: 3 clusters Score -7984828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7984826.000000 Penalty: 5295.181641
	Iteration 84Q: 3 clusters Score -7984826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7984819.000000 Penalty: 5295.181641
	Iteration 85Q: 3 clusters Score -7984819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7984817.000000 Penalty: 5295.181641
	Iteration 86Q: 3 clusters Score -7984817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7984828.000000 Penalty: 5295.181641
	Iteration 87Q: 3 clusters Score -7984828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7984822.500000 Penalty: 5295.181641
	Iteration 88Q: 3 clusters Score -7984822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7984824.500000 Penalty: 5295.181641
	Iteration 89Q: 3 clusters Score -7984824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7984825.500000 Penalty: 5295.181641
	Iteration 90Q: 3 clusters Score -7984826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7984825.500000 Penalty: 5295.181641
	Iteration 91F: 3 clusters Score -7984826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Entering Unmasked Estep 
Score: -7908494.000000 Penalty: 2644.298096
	Iteration 0F: 2 clusters Score -7908494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -7880434.000000 Penalty: 5288.596191
	Iteration 0F: 3 clusters Score -7880434 nChanged 19516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -7891252.500000 Penalty: 5288.596191
	Iteration 1F: 3 clusters Score -7891252 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -7892039.000000 Penalty: 5288.596191
	Iteration 2Q: 3 clusters Score -7892039 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -7892909.000000 Penalty: 5288.596191
	Iteration 3Q: 3 clusters Score -7892909 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -7894034.500000 Penalty: 5288.596191
	Iteration 4F: 3 clusters Score -7894034 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -7895702.000000 Penalty: 5288.596191
	Iteration 5F: 3 clusters Score -7895702 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -7898108.000000 Penalty: 5288.596191
	Iteration 6F: 3 clusters Score -7898108 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -7900765.500000 Penalty: 5288.596191
	Iteration 7F: 3 clusters Score -7900766 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -7903050.000000 Penalty: 5288.596191
	Iteration 8F: 3 clusters Score -7903050 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -7904240.500000 Penalty: 5288.596191
	Iteration 9Q: 3 clusters Score -7904240 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -7904749.500000 Penalty: 5288.596191
	Iteration 10Q: 3 clusters Score -7904750 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -7905007.000000 Penalty: 5288.596191
	Iteration 11Q: 3 clusters Score -7905007 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -7905135.500000 Penalty: 5288.596191
	Iteration 12Q: 3 clusters Score -7905136 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -7905249.500000 Penalty: 5288.596191
	Iteration 13Q: 3 clusters Score -7905250 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -7905317.000000 Penalty: 5288.596191
	Iteration 14Q: 3 clusters Score -7905317 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -7905402.000000 Penalty: 5288.596191
	Iteration 15Q: 3 clusters Score -7905402 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -7905491.500000 Penalty: 5288.596191
	Iteration 16Q: 3 clusters Score -7905492 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -7905592.000000 Penalty: 5288.596191
	Iteration 17Q: 3 clusters Score -7905592 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -7905686.500000 Penalty: 5288.596191
	Iteration 18Q: 3 clusters Score -7905686 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -7905791.500000 Penalty: 5288.596191
	Iteration 19Q: 3 clusters Score -7905792 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -7905901.000000 Penalty: 5288.596191
	Iteration 20F: 3 clusters Score -7905901 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -7905982.000000 Penalty: 5288.596191
	Iteration 21Q: 3 clusters Score -7905982 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -7906088.000000 Penalty: 5288.596191
	Iteration 22Q: 3 clusters Score -7906088 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -7906217.500000 Penalty: 5288.596191
	Iteration 23Q: 3 clusters Score -7906218 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -7906267.500000 Penalty: 5288.596191
	Iteration 24Q: 3 clusters Score -7906268 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -7906346.500000 Penalty: 5288.596191
	Iteration 25Q: 3 clusters Score -7906346 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -7906382.000000 Penalty: 5288.596191
	Iteration 26Q: 3 clusters Score -7906382 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -7906431.000000 Penalty: 5288.596191
	Iteration 27Q: 3 clusters Score -7906431 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -7906492.000000 Penalty: 5288.596191
	Iteration 28Q: 3 clusters Score -7906492 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7906551.500000 Penalty: 5288.596191
	Iteration 29Q: 3 clusters Score -7906552 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -7906598.000000 Penalty: 5288.596191
	Iteration 30Q: 3 clusters Score -7906598 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7906621.500000 Penalty: 5288.596191
	Iteration 31Q: 3 clusters Score -7906622 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -7906664.000000 Penalty: 5288.596191
	Iteration 32Q: 3 clusters Score -7906664 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7906686.000000 Penalty: 5288.596191
	Iteration 33Q: 3 clusters Score -7906686 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7906698.500000 Penalty: 5288.596191
	Iteration 34Q: 3 clusters Score -7906698 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7906699.000000 Penalty: 5288.596191
	Iteration 35Q: 3 clusters Score -7906699 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7906705.500000 Penalty: 5288.596191
	Iteration 36Q: 3 clusters Score -7906706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7906713.500000 Penalty: 5288.596191
	Iteration 37Q: 3 clusters Score -7906714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7906704.500000 Penalty: 5288.596191
	Iteration 38Q: 3 clusters Score -7906704 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7906725.500000 Penalty: 5288.596191
	Iteration 39Q: 3 clusters Score -7906726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7906734.500000 Penalty: 5288.596191
	Iteration 40F: 3 clusters Score -7906734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7906728.500000 Penalty: 5288.596191
	Iteration 41Q: 3 clusters Score -7906728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7906731.000000 Penalty: 5288.596191
	Iteration 42Q: 3 clusters Score -7906731 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7906730.000000 Penalty: 5288.596191
	Iteration 43Q: 3 clusters Score -7906730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7906719.500000 Penalty: 5288.596191
	Iteration 44Q: 3 clusters Score -7906720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7906718.500000 Penalty: 5288.596191
	Iteration 45Q: 3 clusters Score -7906718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7906721.000000 Penalty: 5288.596191
	Iteration 46Q: 3 clusters Score -7906721 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7906729.000000 Penalty: 5288.596191
	Iteration 47Q: 3 clusters Score -7906729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7906734.500000 Penalty: 5288.596191
	Iteration 48Q: 3 clusters Score -7906734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7906729.500000 Penalty: 5288.596191
	Iteration 49Q: 3 clusters Score -7906730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7906717.500000 Penalty: 5288.596191
	Iteration 50Q: 3 clusters Score -7906718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7906710.500000 Penalty: 5288.596191
	Iteration 51Q: 3 clusters Score -7906710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7906718.500000 Penalty: 5288.596191
	Iteration 52Q: 3 clusters Score -7906718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7906726.000000 Penalty: 5288.596191
	Iteration 53Q: 3 clusters Score -7906726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7906732.000000 Penalty: 5288.596191
	Iteration 54Q: 3 clusters Score -7906732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -7906730.000000 Penalty: 5288.596191
	Iteration 55Q: 3 clusters Score -7906730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7906731.500000 Penalty: 5288.596191
	Iteration 56Q: 3 clusters Score -7906732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7906732.000000 Penalty: 5288.596191
	Iteration 57Q: 3 clusters Score -7906732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7906727.500000 Penalty: 5288.596191
	Iteration 58Q: 3 clusters Score -7906728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7906729.500000 Penalty: 5288.596191
	Iteration 59Q: 3 clusters Score -7906730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7906737.500000 Penalty: 5288.596191
	Iteration 60F: 3 clusters Score -7906738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7906745.000000 Penalty: 5288.596191
	Iteration 61Q: 3 clusters Score -7906745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7906750.500000 Penalty: 5288.596191
	Iteration 62Q: 3 clusters Score -7906750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7906747.500000 Penalty: 5288.596191
	Iteration 63Q: 3 clusters Score -7906748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -7906746.500000 Penalty: 5288.596191
	Iteration 64Q: 3 clusters Score -7906746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7906744.500000 Penalty: 5288.596191
	Iteration 65Q: 3 clusters Score -7906744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7906746.000000 Penalty: 5288.596191
	Iteration 66Q: 3 clusters Score -7906746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7906743.500000 Penalty: 5288.596191
	Iteration 67Q: 3 clusters Score -7906744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7906750.500000 Penalty: 5288.596191
	Iteration 68Q: 3 clusters Score -7906750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -7906751.500000 Penalty: 5288.596191
	Iteration 69Q: 3 clusters Score -7906752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7906749.500000 Penalty: 5288.596191
	Iteration 70Q: 3 clusters Score -7906750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7906748.500000 Penalty: 5288.596191
	Iteration 71Q: 3 clusters Score -7906748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7906748.000000 Penalty: 5288.596191
	Iteration 72Q: 3 clusters Score -7906748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7906761.500000 Penalty: 5288.596191
	Iteration 73Q: 3 clusters Score -7906762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7906752.500000 Penalty: 5288.596191
	Iteration 74Q: 3 clusters Score -7906752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7906754.500000 Penalty: 5288.596191
	Iteration 75Q: 3 clusters Score -7906754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7906757.000000 Penalty: 5288.596191
	Iteration 76Q: 3 clusters Score -7906757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7906751.000000 Penalty: 5288.596191
	Iteration 77Q: 3 clusters Score -7906751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7906744.000000 Penalty: 5288.596191
	Iteration 78Q: 3 clusters Score -7906744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7906743.500000 Penalty: 5288.596191
	Iteration 79Q: 3 clusters Score -7906744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7906736.000000 Penalty: 5288.596191
	Iteration 80F: 3 clusters Score -7906736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7906739.500000 Penalty: 5288.596191
	Iteration 81Q: 3 clusters Score -7906740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7906736.500000 Penalty: 5288.596191
	Iteration 82Q: 3 clusters Score -7906736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -7906738.000000 Penalty: 5288.596191
	Iteration 83Q: 3 clusters Score -7906738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7906740.000000 Penalty: 5288.596191
	Iteration 84Q: 3 clusters Score -7906740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7906735.000000 Penalty: 5288.596191
	Iteration 85Q: 3 clusters Score -7906735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7906730.000000 Penalty: 5288.596191
	Iteration 86Q: 3 clusters Score -7906730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7906734.000000 Penalty: 5288.596191
	Iteration 87Q: 3 clusters Score -7906734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7906742.500000 Penalty: 5288.596191
	Iteration 88Q: 3 clusters Score -7906742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7906734.000000 Penalty: 5288.596191
	Iteration 89Q: 3 clusters Score -7906734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7906743.500000 Penalty: 5288.596191
	Iteration 90Q: 3 clusters Score -7906744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7906739.000000 Penalty: 5288.596191
	Iteration 91Q: 3 clusters Score -7906739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -7906738.500000 Penalty: 5288.596191
	Iteration 92Q: 3 clusters Score -7906738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7906737.500000 Penalty: 5288.596191
	Iteration 93Q: 3 clusters Score -7906738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7906738.500000 Penalty: 5288.596191
	Iteration 94Q: 3 clusters Score -7906738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7906738.500000 Penalty: 5288.596191
	Iteration 95F: 3 clusters Score -7906738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -86013.203125 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -86013.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -84498.843750 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -84498.84 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -84764.125000 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -84764.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -84934.445312 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -84934.45 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85115.656250 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -85115.66 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85338.554688 Penalty: 3140.425049
	Iteration 4F: 3 clusters Score -85338.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85496.859375 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -85496.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -85626.070312 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -85626.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85840.750000 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -85840.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -85968.242188 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -85968.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86022.656250 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -86022.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86073.757812 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -86073.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86126.773438 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -86126.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86154.781250 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -86154.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -86174.367188 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -86174.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86208.679688 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -86208.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -86252.468750 Penalty: 3140.425049
	Iteration 15Q: 3 clusters Score -86252.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86281.281250 Penalty: 3140.425049
	Iteration 16Q: 3 clusters Score -86281.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -86290.984375 Penalty: 3140.425049
	Iteration 17Q: 3 clusters Score -86290.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86295.406250 Penalty: 3140.425049
	Iteration 18Q: 3 clusters Score -86295.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86296.781250 Penalty: 3140.425049
	Iteration 19Q: 3 clusters Score -86296.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -86301.460938 Penalty: 3140.425049
	Iteration 20F: 3 clusters Score -86301.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86307.539062 Penalty: 3140.425049
	Iteration 21Q: 3 clusters Score -86307.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86307.539062 Penalty: 3140.425049
	Iteration 22F: 3 clusters Score -86307.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 43751 members 
Mstep: Class 3 contains 47429 members 
Mstep: Class 4 contains 44638 members 
Mstep: Class 5 contains 53055 members 
Mstep: Class 6 contains 48298 members 
Mstep: Class 7 contains 9365 members 
Mstep: Class 8 contains 45513 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 44610 members 
Mstep: Class 11 contains 46351 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52187 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43294 members 
Mstep: Class 17 contains 42723 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 43950 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46960 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48542 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 291 members 
Entering Unmasked Estep 
Score: -126901912.000000 Penalty: 83433.343750
Splitting cluster 18 changes total score from -126903448.000000 to -126901912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (43950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Entering Unmasked Estep 
Score: -8047446.000000 Penalty: 2651.320557
	Iteration 0F: 2 clusters Score -8047446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -8017823.500000 Penalty: 5302.641113
	Iteration 0F: 3 clusters Score -8017824 nChanged 20162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -8028915.500000 Penalty: 5302.641113
	Iteration 1F: 3 clusters Score -8028916 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -8029390.500000 Penalty: 5302.641113
	Iteration 2Q: 3 clusters Score -8029390 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -8029835.500000 Penalty: 5302.641113
	Iteration 3Q: 3 clusters Score -8029836 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -8030273.500000 Penalty: 5302.641113
	Iteration 4Q: 3 clusters Score -8030274 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -8030736.500000 Penalty: 5302.641113
	Iteration 5Q: 3 clusters Score -8030736 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -8031384.000000 Penalty: 5302.641113
	Iteration 6Q: 3 clusters Score -8031384 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -8032188.000000 Penalty: 5302.641113
	Iteration 7Q: 3 clusters Score -8032188 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -8033258.000000 Penalty: 5302.641113
	Iteration 8Q: 3 clusters Score -8033258 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -8034568.000000 Penalty: 5302.641113
	Iteration 9Q: 3 clusters Score -8034568 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -8036252.500000 Penalty: 5302.641113
	Iteration 10F: 3 clusters Score -8036252 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -8037969.500000 Penalty: 5302.641113
	Iteration 11F: 3 clusters Score -8037970 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -8039461.000000 Penalty: 5302.641113
	Iteration 12Q: 3 clusters Score -8039461 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -8040517.500000 Penalty: 5302.641113
	Iteration 13Q: 3 clusters Score -8040518 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -8041192.000000 Penalty: 5302.641113
	Iteration 14Q: 3 clusters Score -8041192 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -8041695.000000 Penalty: 5302.641113
	Iteration 15Q: 3 clusters Score -8041695 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -8042122.500000 Penalty: 5302.641113
	Iteration 16Q: 3 clusters Score -8042122 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -8042579.500000 Penalty: 5302.641113
	Iteration 17Q: 3 clusters Score -8042580 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -8043015.500000 Penalty: 5302.641113
	Iteration 18Q: 3 clusters Score -8043016 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -8043427.000000 Penalty: 5302.641113
	Iteration 19Q: 3 clusters Score -8043427 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -8043830.500000 Penalty: 5302.641113
	Iteration 20F: 3 clusters Score -8043830 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -8044113.500000 Penalty: 5302.641113
	Iteration 21Q: 3 clusters Score -8044114 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -8044377.500000 Penalty: 5302.641113
	Iteration 22Q: 3 clusters Score -8044378 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -8044546.000000 Penalty: 5302.641113
	Iteration 23Q: 3 clusters Score -8044546 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -8044714.000000 Penalty: 5302.641113
	Iteration 24Q: 3 clusters Score -8044714 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -8044816.000000 Penalty: 5302.641113
	Iteration 25Q: 3 clusters Score -8044816 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -8044894.500000 Penalty: 5302.641113
	Iteration 26Q: 3 clusters Score -8044894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -8044975.500000 Penalty: 5302.641113
	Iteration 27Q: 3 clusters Score -8044976 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -8045001.000000 Penalty: 5302.641113
	Iteration 28Q: 3 clusters Score -8045001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -8045037.500000 Penalty: 5302.641113
	Iteration 29Q: 3 clusters Score -8045038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -8045065.500000 Penalty: 5302.641113
	Iteration 30Q: 3 clusters Score -8045066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -8045079.500000 Penalty: 5302.641113
	Iteration 31Q: 3 clusters Score -8045080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -8045096.500000 Penalty: 5302.641113
	Iteration 32Q: 3 clusters Score -8045096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -8045120.500000 Penalty: 5302.641113
	Iteration 33Q: 3 clusters Score -8045120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -8045122.500000 Penalty: 5302.641113
	Iteration 34Q: 3 clusters Score -8045122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -8045150.500000 Penalty: 5302.641113
	Iteration 35Q: 3 clusters Score -8045150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -8045154.500000 Penalty: 5302.641113
	Iteration 36Q: 3 clusters Score -8045154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -8045166.500000 Penalty: 5302.641113
	Iteration 37Q: 3 clusters Score -8045166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -8045174.500000 Penalty: 5302.641113
	Iteration 38Q: 3 clusters Score -8045174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -8045176.500000 Penalty: 5302.641113
	Iteration 39Q: 3 clusters Score -8045176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -8045183.000000 Penalty: 5302.641113
	Iteration 40F: 3 clusters Score -8045183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -8045192.500000 Penalty: 5302.641113
	Iteration 41Q: 3 clusters Score -8045192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -8045193.000000 Penalty: 5302.641113
	Iteration 42Q: 3 clusters Score -8045193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -8045191.000000 Penalty: 5302.641113
	Iteration 43Q: 3 clusters Score -8045191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -8045192.000000 Penalty: 5302.641113
	Iteration 44Q: 3 clusters Score -8045192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -8045194.500000 Penalty: 5302.641113
	Iteration 45Q: 3 clusters Score -8045194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -8045194.500000 Penalty: 5302.641113
	Iteration 46Q: 3 clusters Score -8045194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8045199.000000 Penalty: 5302.641113
	Iteration 47Q: 3 clusters Score -8045199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -8045194.500000 Penalty: 5302.641113
	Iteration 48Q: 3 clusters Score -8045194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -8045194.500000 Penalty: 5302.641113
	Iteration 49F: 3 clusters Score -8045194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -48002.226562 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -48002.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46912.988281 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -46912.99 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47647.796875 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -47647.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47995.792969 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -47995.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -48299.062500 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -48299.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48507.074219 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -48507.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48568.062500 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -48568.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48580.265625 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -48580.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48583.375000 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -48583.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48583.375000 Penalty: 3093.239258
	Iteration 8F: 3 clusters Score -48583.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 43751 members 
Mstep: Class 3 contains 47429 members 
Mstep: Class 4 contains 44638 members 
Mstep: Class 5 contains 53055 members 
Mstep: Class 6 contains 48298 members 
Mstep: Class 7 contains 9365 members 
Mstep: Class 8 contains 45513 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 44610 members 
Mstep: Class 11 contains 46351 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52187 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43294 members 
Mstep: Class 17 contains 42723 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43950 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 46960 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48542 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 153 members 
Entering Unmasked Estep 
Score: -126902128.000000 Penalty: 83433.343750
Splitting cluster 20 changes total score from -126903448.000000 to -126902128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (46960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Entering Unmasked Estep 
Score: -8726127.000000 Penalty: 2667.748779
	Iteration 0F: 2 clusters Score -8726127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -8696998.000000 Penalty: 5335.497559
	Iteration 0F: 3 clusters Score -8696998 nChanged 21631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -8709015.000000 Penalty: 5335.497559
	Iteration 1F: 3 clusters Score -8709015 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -8709666.000000 Penalty: 5335.497559
	Iteration 2Q: 3 clusters Score -8709666 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -8710357.000000 Penalty: 5335.497559
	Iteration 3Q: 3 clusters Score -8710357 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -8711174.000000 Penalty: 5335.497559
	Iteration 4Q: 3 clusters Score -8711174 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -8712167.000000 Penalty: 5335.497559
	Iteration 5Q: 3 clusters Score -8712167 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -8713486.000000 Penalty: 5335.497559
	Iteration 6F: 3 clusters Score -8713486 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -8715205.000000 Penalty: 5335.497559
	Iteration 7F: 3 clusters Score -8715205 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -8717398.000000 Penalty: 5335.497559
	Iteration 8F: 3 clusters Score -8717398 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -8719591.000000 Penalty: 5335.497559
	Iteration 9F: 3 clusters Score -8719591 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -8720842.000000 Penalty: 5335.497559
	Iteration 10F: 3 clusters Score -8720842 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -8721207.000000 Penalty: 5335.497559
	Iteration 11Q: 3 clusters Score -8721207 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -8721335.000000 Penalty: 5335.497559
	Iteration 12Q: 3 clusters Score -8721335 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -8721411.000000 Penalty: 5335.497559
	Iteration 13Q: 3 clusters Score -8721411 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -8721453.000000 Penalty: 5335.497559
	Iteration 14Q: 3 clusters Score -8721453 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -8721509.000000 Penalty: 5335.497559
	Iteration 15Q: 3 clusters Score -8721509 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -8721561.000000 Penalty: 5335.497559
	Iteration 16Q: 3 clusters Score -8721561 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -8721607.000000 Penalty: 5335.497559
	Iteration 17Q: 3 clusters Score -8721607 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -8721624.000000 Penalty: 5335.497559
	Iteration 18Q: 3 clusters Score -8721624 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -8721658.000000 Penalty: 5335.497559
	Iteration 19Q: 3 clusters Score -8721658 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -8721683.000000 Penalty: 5335.497559
	Iteration 20F: 3 clusters Score -8721683 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -8721697.000000 Penalty: 5335.497559
	Iteration 21Q: 3 clusters Score -8721697 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -8721712.000000 Penalty: 5335.497559
	Iteration 22Q: 3 clusters Score -8721712 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -8721695.000000 Penalty: 5335.497559
	Iteration 23Q: 3 clusters Score -8721695 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -8721696.000000 Penalty: 5335.497559
	Iteration 24Q: 3 clusters Score -8721696 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -8721702.000000 Penalty: 5335.497559
	Iteration 25Q: 3 clusters Score -8721702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -8721723.000000 Penalty: 5335.497559
	Iteration 26Q: 3 clusters Score -8721723 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -8721735.000000 Penalty: 5335.497559
	Iteration 27Q: 3 clusters Score -8721735 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -8721741.000000 Penalty: 5335.497559
	Iteration 28Q: 3 clusters Score -8721741 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -8721729.000000 Penalty: 5335.497559
	Iteration 29Q: 3 clusters Score -8721729 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -8721740.000000 Penalty: 5335.497559
	Iteration 30Q: 3 clusters Score -8721740 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -8721766.000000 Penalty: 5335.497559
	Iteration 31Q: 3 clusters Score -8721766 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -8721773.000000 Penalty: 5335.497559
	Iteration 32Q: 3 clusters Score -8721773 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -8721789.000000 Penalty: 5335.497559
	Iteration 33Q: 3 clusters Score -8721789 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -8721811.000000 Penalty: 5335.497559
	Iteration 34Q: 3 clusters Score -8721811 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -8721807.000000 Penalty: 5335.497559
	Iteration 35Q: 3 clusters Score -8721807 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -8721816.000000 Penalty: 5335.497559
	Iteration 36Q: 3 clusters Score -8721816 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -8721837.000000 Penalty: 5335.497559
	Iteration 37Q: 3 clusters Score -8721837 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -8721853.000000 Penalty: 5335.497559
	Iteration 38Q: 3 clusters Score -8721853 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -8721877.000000 Penalty: 5335.497559
	Iteration 39Q: 3 clusters Score -8721877 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -8721870.000000 Penalty: 5335.497559
	Iteration 40F: 3 clusters Score -8721870 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -8721891.000000 Penalty: 5335.497559
	Iteration 41Q: 3 clusters Score -8721891 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -8721899.000000 Penalty: 5335.497559
	Iteration 42Q: 3 clusters Score -8721899 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -8721907.000000 Penalty: 5335.497559
	Iteration 43Q: 3 clusters Score -8721907 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -8721934.000000 Penalty: 5335.497559
	Iteration 44Q: 3 clusters Score -8721934 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -8721934.000000 Penalty: 5335.497559
	Iteration 45Q: 3 clusters Score -8721934 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -8721943.000000 Penalty: 5335.497559
	Iteration 46Q: 3 clusters Score -8721943 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -8721939.000000 Penalty: 5335.497559
	Iteration 47Q: 3 clusters Score -8721939 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -8721950.000000 Penalty: 5335.497559
	Iteration 48Q: 3 clusters Score -8721950 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -8721953.000000 Penalty: 5335.497559
	Iteration 49Q: 3 clusters Score -8721953 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -8721950.000000 Penalty: 5335.497559
	Iteration 50Q: 3 clusters Score -8721950 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -8721984.000000 Penalty: 5335.497559
	Iteration 51Q: 3 clusters Score -8721984 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -8721994.000000 Penalty: 5335.497559
	Iteration 52Q: 3 clusters Score -8721994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -8722005.000000 Penalty: 5335.497559
	Iteration 53Q: 3 clusters Score -8722005 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -8722033.000000 Penalty: 5335.497559
	Iteration 54Q: 3 clusters Score -8722033 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -8722056.000000 Penalty: 5335.497559
	Iteration 55Q: 3 clusters Score -8722056 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -8722080.000000 Penalty: 5335.497559
	Iteration 56Q: 3 clusters Score -8722080 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -8722104.000000 Penalty: 5335.497559
	Iteration 57Q: 3 clusters Score -8722104 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -8722123.000000 Penalty: 5335.497559
	Iteration 58Q: 3 clusters Score -8722123 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -8722159.000000 Penalty: 5335.497559
	Iteration 59Q: 3 clusters Score -8722159 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -8722175.000000 Penalty: 5335.497559
	Iteration 60F: 3 clusters Score -8722175 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -8722175.000000 Penalty: 5335.497559
	Iteration 61Q: 3 clusters Score -8722175 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -8722188.000000 Penalty: 5335.497559
	Iteration 62Q: 3 clusters Score -8722188 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -8722196.000000 Penalty: 5335.497559
	Iteration 63Q: 3 clusters Score -8722196 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -8722183.000000 Penalty: 5335.497559
	Iteration 64Q: 3 clusters Score -8722183 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -8722211.000000 Penalty: 5335.497559
	Iteration 65Q: 3 clusters Score -8722211 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -8722246.000000 Penalty: 5335.497559
	Iteration 66Q: 3 clusters Score -8722246 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -8722285.000000 Penalty: 5335.497559
	Iteration 67Q: 3 clusters Score -8722285 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -8722278.000000 Penalty: 5335.497559
	Iteration 68Q: 3 clusters Score -8722278 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -8722305.000000 Penalty: 5335.497559
	Iteration 69Q: 3 clusters Score -8722305 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -8722330.000000 Penalty: 5335.497559
	Iteration 70Q: 3 clusters Score -8722330 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -8722371.000000 Penalty: 5335.497559
	Iteration 71Q: 3 clusters Score -8722371 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -8722435.000000 Penalty: 5335.497559
	Iteration 72Q: 3 clusters Score -8722435 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -8722468.000000 Penalty: 5335.497559
	Iteration 73Q: 3 clusters Score -8722468 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -8722524.000000 Penalty: 5335.497559
	Iteration 74Q: 3 clusters Score -8722524 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -8722528.000000 Penalty: 5335.497559
	Iteration 75Q: 3 clusters Score -8722528 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8723734 nChanged 182
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Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 36729 members 
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Mstep: Class 1 contains 10044 members 
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Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9419 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7724 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7417 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5258 members 
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Mstep: Class 1 contains 5066 members 
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Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -8724361.000000 Penalty: 5335.497559
	Iteration 170Q: 3 clusters Score -8724361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -8724352.000000 Penalty: 5335.497559
	Iteration 171Q: 3 clusters Score -8724352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -8724357.000000 Penalty: 5335.497559
	Iteration 172Q: 3 clusters Score -8724357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -8724351.000000 Penalty: 5335.497559
	Iteration 173Q: 3 clusters Score -8724351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -8724362.000000 Penalty: 5335.497559
	Iteration 174Q: 3 clusters Score -8724362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -8724364.000000 Penalty: 5335.497559
	Iteration 175Q: 3 clusters Score -8724364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -8724359.000000 Penalty: 5335.497559
	Iteration 176Q: 3 clusters Score -8724359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -8724364.000000 Penalty: 5335.497559
	Iteration 177Q: 3 clusters Score -8724364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -8724361.000000 Penalty: 5335.497559
	Iteration 178Q: 3 clusters Score -8724361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -8724349.000000 Penalty: 5335.497559
	Iteration 179Q: 3 clusters Score -8724349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -8724340.000000 Penalty: 5335.497559
	Iteration 180F: 3 clusters Score -8724340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -8724340.000000 Penalty: 5335.497559
	Iteration 181Q: 3 clusters Score -8724340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -8724349.000000 Penalty: 5335.497559
	Iteration 182Q: 3 clusters Score -8724349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -8724336.000000 Penalty: 5335.497559
	Iteration 183Q: 3 clusters Score -8724336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -8724336.000000 Penalty: 5335.497559
	Iteration 184Q: 3 clusters Score -8724336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -8724333.000000 Penalty: 5335.497559
	Iteration 185Q: 3 clusters Score -8724333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -8724329.000000 Penalty: 5335.497559
	Iteration 186Q: 3 clusters Score -8724329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -8724329.000000 Penalty: 5335.497559
	Iteration 187F: 3 clusters Score -8724329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -418847.187500 Penalty: 1935.454346
	Iteration 0F: 2 clusters Score -418847.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -415931.968750 Penalty: 3870.908691
	Iteration 0F: 3 clusters Score -415932 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -416523.812500 Penalty: 3870.908691
	Iteration 1F: 3 clusters Score -416523.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -416746.281250 Penalty: 3870.908691
	Iteration 2F: 3 clusters Score -416746.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -416921.343750 Penalty: 3870.908691
	Iteration 3F: 3 clusters Score -416921.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -417090.281250 Penalty: 3870.908691
	Iteration 4F: 3 clusters Score -417090.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -417336.562500 Penalty: 3870.908691
	Iteration 5F: 3 clusters Score -417336.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -417606.906250 Penalty: 3870.908691
	Iteration 6F: 3 clusters Score -417606.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -417821.750000 Penalty: 3870.908691
	Iteration 7F: 3 clusters Score -417821.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -417981.750000 Penalty: 3870.908691
	Iteration 8Q: 3 clusters Score -417981.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -418082.593750 Penalty: 3870.908691
	Iteration 9Q: 3 clusters Score -418082.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -418143.593750 Penalty: 3870.908691
	Iteration 10Q: 3 clusters Score -418143.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -418190.656250 Penalty: 3870.908691
	Iteration 11Q: 3 clusters Score -418190.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -418218.406250 Penalty: 3870.908691
	Iteration 12Q: 3 clusters Score -418218.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -418234.000000 Penalty: 3870.908691
	Iteration 13Q: 3 clusters Score -418234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -418245.000000 Penalty: 3870.908691
	Iteration 14Q: 3 clusters Score -418245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -418249.312500 Penalty: 3870.908691
	Iteration 15Q: 3 clusters Score -418249.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -418250.437500 Penalty: 3870.908691
	Iteration 16Q: 3 clusters Score -418250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -418251.343750 Penalty: 3870.908691
	Iteration 17Q: 3 clusters Score -418251.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -418252.031250 Penalty: 3870.908691
	Iteration 18Q: 3 clusters Score -418252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -418252.031250 Penalty: 3870.908691
	Iteration 19F: 3 clusters Score -418252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Entering Unmasked Estep 
Score: -8877537.000000 Penalty: 2675.965820
	Iteration 0F: 2 clusters Score -8877537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -8846354.000000 Penalty: 5351.931641
	Iteration 0F: 3 clusters Score -8846354 nChanged 22439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -8858762.000000 Penalty: 5351.931641
	Iteration 1F: 3 clusters Score -8858762 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -8859444.000000 Penalty: 5351.931641
	Iteration 2Q: 3 clusters Score -8859444 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -8860253.000000 Penalty: 5351.931641
	Iteration 3Q: 3 clusters Score -8860253 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -8861413.000000 Penalty: 5351.931641
	Iteration 4Q: 3 clusters Score -8861413 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -8862941.000000 Penalty: 5351.931641
	Iteration 5F: 3 clusters Score -8862941 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -8865114.000000 Penalty: 5351.931641
	Iteration 6F: 3 clusters Score -8865114 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -8867715.000000 Penalty: 5351.931641
	Iteration 7F: 3 clusters Score -8867715 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -8870413.000000 Penalty: 5351.931641
	Iteration 8F: 3 clusters Score -8870413 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -8872589.000000 Penalty: 5351.931641
	Iteration 9F: 3 clusters Score -8872589 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -8873798.000000 Penalty: 5351.931641
	Iteration 10Q: 3 clusters Score -8873798 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8874426.000000 Penalty: 5351.931641
	Iteration 11Q: 3 clusters Score -8874426 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8874773.000000 Penalty: 5351.931641
	Iteration 12Q: 3 clusters Score -8874773 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8875004.000000 Penalty: 5351.931641
	Iteration 13Q: 3 clusters Score -8875004 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8875127.000000 Penalty: 5351.931641
	Iteration 14Q: 3 clusters Score -8875127 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8875195.000000 Penalty: 5351.931641
	Iteration 15Q: 3 clusters Score -8875195 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8875233.000000 Penalty: 5351.931641
	Iteration 16Q: 3 clusters Score -8875233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8875275.000000 Penalty: 5351.931641
	Iteration 17Q: 3 clusters Score -8875275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8875303.000000 Penalty: 5351.931641
	Iteration 18Q: 3 clusters Score -8875303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8875322.000000 Penalty: 5351.931641
	Iteration 19Q: 3 clusters Score -8875322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8875332.000000 Penalty: 5351.931641
	Iteration 20F: 3 clusters Score -8875332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8875330.000000 Penalty: 5351.931641
	Iteration 21Q: 3 clusters Score -8875330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8875349.000000 Penalty: 5351.931641
	Iteration 22Q: 3 clusters Score -8875349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8875339.000000 Penalty: 5351.931641
	Iteration 23Q: 3 clusters Score -8875339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8875345.000000 Penalty: 5351.931641
	Iteration 24Q: 3 clusters Score -8875345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8875345.000000 Penalty: 5351.931641
	Iteration 25Q: 3 clusters Score -8875345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8875345.000000 Penalty: 5351.931641
	Iteration 26Q: 3 clusters Score -8875345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8875345.000000 Penalty: 5351.931641
	Iteration 27F: 3 clusters Score -8875345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Entering Unmasked Estep 
Score: -127816.203125 Penalty: 1666.315308
	Iteration 0F: 2 clusters Score -127816.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -126100.429688 Penalty: 3332.630615
	Iteration 0F: 3 clusters Score -126100.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -126493.304688 Penalty: 3332.630615
	Iteration 1F: 3 clusters Score -126493.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -126693.242188 Penalty: 3332.630615
	Iteration 2F: 3 clusters Score -126693.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -126793.140625 Penalty: 3332.630615
	Iteration 3F: 3 clusters Score -126793.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -126849.640625 Penalty: 3332.630615
	Iteration 4Q: 3 clusters Score -126849.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -126887.460938 Penalty: 3332.630615
	Iteration 5Q: 3 clusters Score -126887.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -126903.117188 Penalty: 3332.630615
	Iteration 6Q: 3 clusters Score -126903.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -126919.625000 Penalty: 3332.630615
	Iteration 7Q: 3 clusters Score -126919.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -126925.468750 Penalty: 3332.630615
	Iteration 8Q: 3 clusters Score -126925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -126933.296875 Penalty: 3332.630615
	Iteration 9Q: 3 clusters Score -126933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -126936.960938 Penalty: 3332.630615
	Iteration 10Q: 3 clusters Score -126937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -126936.960938 Penalty: 3332.630615
	Iteration 11F: 3 clusters Score -126937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 43751 members 
Mstep: Class 3 contains 47429 members 
Mstep: Class 4 contains 44638 members 
Mstep: Class 5 contains 53055 members 
Mstep: Class 6 contains 48298 members 
Mstep: Class 7 contains 9365 members 
Mstep: Class 8 contains 45513 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 44610 members 
Mstep: Class 11 contains 46351 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52187 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43294 members 
Mstep: Class 17 contains 42723 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43950 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46960 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48542 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903464.000000 Penalty: 80096.007812
Iteration 119Q: 25 clusters Score -1.269035e+08 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 43746 members 
Mstep: Class 3 contains 47393 members 
Mstep: Class 4 contains 44694 members 
Mstep: Class 5 contains 53045 members 
Mstep: Class 6 contains 48239 members 
Mstep: Class 7 contains 9282 members 
Mstep: Class 8 contains 45515 members 
Mstep: Class 9 contains 496 members 
Mstep: Class 10 contains 44619 members 
Mstep: Class 11 contains 46384 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52235 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43272 members 
Mstep: Class 17 contains 42711 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44052 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46947 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903648.000000 Penalty: 80096.007812
Iteration 120F: 25 clusters Score -1.269036e+08 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 43707 members 
Mstep: Class 3 contains 47386 members 
Mstep: Class 4 contains 44733 members 
Mstep: Class 5 contains 53055 members 
Mstep: Class 6 contains 48163 members 
Mstep: Class 7 contains 9187 members 
Mstep: Class 8 contains 45517 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 44656 members 
Mstep: Class 11 contains 46407 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52289 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43296 members 
Mstep: Class 17 contains 42715 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44094 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46945 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 48600 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903800.000000 Penalty: 80096.007812
Iteration 121Q: 25 clusters Score -1.269038e+08 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 43686 members 
Mstep: Class 3 contains 47381 members 
Mstep: Class 4 contains 44798 members 
Mstep: Class 5 contains 53058 members 
Mstep: Class 6 contains 48062 members 
Mstep: Class 7 contains 9105 members 
Mstep: Class 8 contains 45518 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 44686 members 
Mstep: Class 11 contains 46402 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52355 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43289 members 
Mstep: Class 17 contains 42792 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44126 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46936 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48600 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903792.000000 Penalty: 80096.007812
Iteration 122Q: 25 clusters Score -1.269038e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 43656 members 
Mstep: Class 3 contains 47427 members 
Mstep: Class 4 contains 44797 members 
Mstep: Class 5 contains 53088 members 
Mstep: Class 6 contains 48020 members 
Mstep: Class 7 contains 9034 members 
Mstep: Class 8 contains 45552 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 44723 members 
Mstep: Class 11 contains 46413 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52368 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43273 members 
Mstep: Class 17 contains 42810 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44094 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46951 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 48628 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903496.000000 Penalty: 80096.007812
Iteration 123Q: 25 clusters Score -1.269035e+08 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 43617 members 
Mstep: Class 3 contains 47457 members 
Mstep: Class 4 contains 44776 members 
Mstep: Class 5 contains 53134 members 
Mstep: Class 6 contains 47988 members 
Mstep: Class 7 contains 8961 members 
Mstep: Class 8 contains 45611 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 44761 members 
Mstep: Class 11 contains 46400 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 52407 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43241 members 
Mstep: Class 17 contains 42808 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44069 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46958 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 48702 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903352.000000 Penalty: 80096.007812
Iteration 124Q: 25 clusters Score -1.269034e+08 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 43583 members 
Mstep: Class 3 contains 47445 members 
Mstep: Class 4 contains 44793 members 
Mstep: Class 5 contains 53168 members 
Mstep: Class 6 contains 47942 members 
Mstep: Class 7 contains 8880 members 
Mstep: Class 8 contains 45620 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 44829 members 
Mstep: Class 11 contains 46399 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 52427 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43214 members 
Mstep: Class 17 contains 42842 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44028 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46985 members 
Mstep: Class 22 contains 2452 members 
Mstep: Class 23 contains 48786 members 
Mstep: Class 24 contains 828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903576.000000 Penalty: 80096.007812
Iteration 125Q: 25 clusters Score -1.269036e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 43582 members 
Mstep: Class 3 contains 47444 members 
Mstep: Class 4 contains 44777 members 
Mstep: Class 5 contains 53189 members 
Mstep: Class 6 contains 47903 members 
Mstep: Class 7 contains 8817 members 
Mstep: Class 8 contains 45671 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 44907 members 
Mstep: Class 11 contains 46391 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 52491 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43198 members 
Mstep: Class 17 contains 42810 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43997 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47012 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48796 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903792.000000 Penalty: 80096.007812
Iteration 126Q: 25 clusters Score -1.269038e+08 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 43585 members 
Mstep: Class 3 contains 47412 members 
Mstep: Class 4 contains 44783 members 
Mstep: Class 5 contains 53206 members 
Mstep: Class 6 contains 47854 members 
Mstep: Class 7 contains 8751 members 
Mstep: Class 8 contains 45718 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 44959 members 
Mstep: Class 11 contains 46373 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 52542 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43184 members 
Mstep: Class 17 contains 42817 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43990 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47039 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 48822 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903832.000000 Penalty: 80096.007812
Iteration 127Q: 25 clusters Score -1.269038e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 43587 members 
Mstep: Class 3 contains 47425 members 
Mstep: Class 4 contains 44724 members 
Mstep: Class 5 contains 53245 members 
Mstep: Class 6 contains 47790 members 
Mstep: Class 7 contains 8670 members 
Mstep: Class 8 contains 45780 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 44999 members 
Mstep: Class 11 contains 46375 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 52592 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43181 members 
Mstep: Class 17 contains 42794 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43989 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47065 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 48851 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903976.000000 Penalty: 80096.007812
Iteration 128Q: 25 clusters Score -1.26904e+08 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 43562 members 
Mstep: Class 3 contains 47363 members 
Mstep: Class 4 contains 44697 members 
Mstep: Class 5 contains 53288 members 
Mstep: Class 6 contains 47784 members 
Mstep: Class 7 contains 8599 members 
Mstep: Class 8 contains 45798 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 45087 members 
Mstep: Class 11 contains 46390 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 52664 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43179 members 
Mstep: Class 17 contains 42767 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43974 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47070 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48882 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903856.000000 Penalty: 80096.007812
Iteration 129Q: 25 clusters Score -1.269039e+08 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 43561 members 
Mstep: Class 3 contains 47378 members 
Mstep: Class 4 contains 44628 members 
Mstep: Class 5 contains 53321 members 
Mstep: Class 6 contains 47744 members 
Mstep: Class 7 contains 8528 members 
Mstep: Class 8 contains 45778 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 45179 members 
Mstep: Class 11 contains 46428 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 52708 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43179 members 
Mstep: Class 17 contains 42754 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43984 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47064 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48905 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903640.000000 Penalty: 80096.007812
Iteration 130Q: 25 clusters Score -1.269036e+08 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 43574 members 
Mstep: Class 3 contains 47349 members 
Mstep: Class 4 contains 44576 members 
Mstep: Class 5 contains 53356 members 
Mstep: Class 6 contains 47746 members 
Mstep: Class 7 contains 8438 members 
Mstep: Class 8 contains 45785 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 45193 members 
Mstep: Class 11 contains 46456 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 52783 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43182 members 
Mstep: Class 17 contains 42740 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44049 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47058 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48904 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903768.000000 Penalty: 80096.007812
Iteration 131Q: 25 clusters Score -1.269038e+08 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 43574 members 
Mstep: Class 3 contains 47296 members 
Mstep: Class 4 contains 44556 members 
Mstep: Class 5 contains 53400 members 
Mstep: Class 6 contains 47685 members 
Mstep: Class 7 contains 8345 members 
Mstep: Class 8 contains 45843 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 45171 members 
Mstep: Class 11 contains 46465 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 52863 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43192 members 
Mstep: Class 17 contains 42717 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44153 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47045 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904144.000000 Penalty: 80096.007812
Iteration 132Q: 25 clusters Score -1.269041e+08 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 43607 members 
Mstep: Class 3 contains 47298 members 
Mstep: Class 4 contains 44530 members 
Mstep: Class 5 contains 53410 members 
Mstep: Class 6 contains 47624 members 
Mstep: Class 7 contains 8259 members 
Mstep: Class 8 contains 45889 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 45190 members 
Mstep: Class 11 contains 46473 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 52893 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43201 members 
Mstep: Class 17 contains 42731 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44250 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47009 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904024.000000 Penalty: 80096.007812
Iteration 133Q: 25 clusters Score -1.26904e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 43637 members 
Mstep: Class 3 contains 47284 members 
Mstep: Class 4 contains 44495 members 
Mstep: Class 5 contains 53406 members 
Mstep: Class 6 contains 47542 members 
Mstep: Class 7 contains 8158 members 
Mstep: Class 8 contains 45929 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 45250 members 
Mstep: Class 11 contains 46468 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 52929 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43230 members 
Mstep: Class 17 contains 42769 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44319 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46993 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48916 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904056.000000 Penalty: 80096.007812
Iteration 134Q: 25 clusters Score -1.269041e+08 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 43657 members 
Mstep: Class 3 contains 47285 members 
Mstep: Class 4 contains 44496 members 
Mstep: Class 5 contains 53371 members 
Mstep: Class 6 contains 47477 members 
Mstep: Class 7 contains 8084 members 
Mstep: Class 8 contains 45959 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 45238 members 
Mstep: Class 11 contains 46472 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 52983 members 
Mstep: Class 14 contains 542 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43226 members 
Mstep: Class 17 contains 42787 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44433 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46993 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 48903 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904168.000000 Penalty: 80096.007812
Iteration 135Q: 25 clusters Score -1.269042e+08 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 43662 members 
Mstep: Class 3 contains 47311 members 
Mstep: Class 4 contains 44507 members 
Mstep: Class 5 contains 53356 members 
Mstep: Class 6 contains 47411 members 
Mstep: Class 7 contains 8010 members 
Mstep: Class 8 contains 45960 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 45184 members 
Mstep: Class 11 contains 46503 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53021 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43197 members 
Mstep: Class 17 contains 42808 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44569 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46994 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 48917 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904528.000000 Penalty: 80096.007812
Iteration 136Q: 25 clusters Score -1.269045e+08 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 43673 members 
Mstep: Class 3 contains 47288 members 
Mstep: Class 4 contains 44527 members 
Mstep: Class 5 contains 53350 members 
Mstep: Class 6 contains 47328 members 
Mstep: Class 7 contains 7911 members 
Mstep: Class 8 contains 45971 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 45141 members 
Mstep: Class 11 contains 46520 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53066 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43186 members 
Mstep: Class 17 contains 42814 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44716 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47045 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 48906 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904824.000000 Penalty: 80096.007812
Iteration 137Q: 25 clusters Score -1.269048e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 43649 members 
Mstep: Class 3 contains 47316 members 
Mstep: Class 4 contains 44530 members 
Mstep: Class 5 contains 53366 members 
Mstep: Class 6 contains 47294 members 
Mstep: Class 7 contains 7809 members 
Mstep: Class 8 contains 45949 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 45057 members 
Mstep: Class 11 contains 46526 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53120 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43193 members 
Mstep: Class 17 contains 42809 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 44911 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47054 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48908 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904960.000000 Penalty: 80096.007812
Iteration 138Q: 25 clusters Score -1.26905e+08 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 43661 members 
Mstep: Class 3 contains 47394 members 
Mstep: Class 4 contains 44523 members 
Mstep: Class 5 contains 53368 members 
Mstep: Class 6 contains 47183 members 
Mstep: Class 7 contains 7723 members 
Mstep: Class 8 contains 45943 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 44981 members 
Mstep: Class 11 contains 46508 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53129 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43223 members 
Mstep: Class 17 contains 42822 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 45094 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47058 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48925 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905176.000000 Penalty: 80096.007812
Iteration 139Q: 25 clusters Score -1.269052e+08 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 43670 members 
Mstep: Class 3 contains 47424 members 
Mstep: Class 4 contains 44521 members 
Mstep: Class 5 contains 53302 members 
Mstep: Class 6 contains 47091 members 
Mstep: Class 7 contains 7652 members 
Mstep: Class 8 contains 45952 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 44938 members 
Mstep: Class 11 contains 46520 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53144 members 
Mstep: Class 14 contains 541 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43231 members 
Mstep: Class 17 contains 42809 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 45292 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47093 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48943 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905208.000000 Penalty: 80096.007812
Iteration 140F: 25 clusters Score -1.269052e+08 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 43651 members 
Mstep: Class 3 contains 47437 members 
Mstep: Class 4 contains 44534 members 
Mstep: Class 5 contains 53266 members 
Mstep: Class 6 contains 47040 members 
Mstep: Class 7 contains 7573 members 
Mstep: Class 8 contains 45991 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 44935 members 
Mstep: Class 11 contains 46539 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53153 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43239 members 
Mstep: Class 17 contains 42781 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 45459 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47093 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48941 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905472.000000 Penalty: 80096.007812
Iteration 141Q: 25 clusters Score -1.269055e+08 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 43645 members 
Mstep: Class 3 contains 47428 members 
Mstep: Class 4 contains 44529 members 
Mstep: Class 5 contains 53217 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 7480 members 
Mstep: Class 8 contains 46017 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 44914 members 
Mstep: Class 11 contains 46571 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53153 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43237 members 
Mstep: Class 17 contains 42802 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 45615 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47128 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 48926 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905784.000000 Penalty: 80096.007812
Iteration 142Q: 25 clusters Score -1.269058e+08 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 43615 members 
Mstep: Class 3 contains 47448 members 
Mstep: Class 4 contains 44562 members 
Mstep: Class 5 contains 53207 members 
Mstep: Class 6 contains 46965 members 
Mstep: Class 7 contains 7381 members 
Mstep: Class 8 contains 46020 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 44940 members 
Mstep: Class 11 contains 46591 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53157 members 
Mstep: Class 14 contains 540 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43208 members 
Mstep: Class 17 contains 42826 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 45759 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47125 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48908 members 
Mstep: Class 24 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906024.000000 Penalty: 80096.007812
Iteration 143Q: 25 clusters Score -1.26906e+08 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 43612 members 
Mstep: Class 3 contains 47494 members 
Mstep: Class 4 contains 44597 members 
Mstep: Class 5 contains 53200 members 
Mstep: Class 6 contains 46893 members 
Mstep: Class 7 contains 7287 members 
Mstep: Class 8 contains 45994 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44935 members 
Mstep: Class 11 contains 46600 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53177 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43215 members 
Mstep: Class 17 contains 42807 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 45906 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47136 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 48898 members 
Mstep: Class 24 contains 830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906192.000000 Penalty: 80096.007812
Iteration 144Q: 25 clusters Score -1.269062e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 43610 members 
Mstep: Class 3 contains 47476 members 
Mstep: Class 4 contains 44621 members 
Mstep: Class 5 contains 53217 members 
Mstep: Class 6 contains 46876 members 
Mstep: Class 7 contains 7196 members 
Mstep: Class 8 contains 45936 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44919 members 
Mstep: Class 11 contains 46632 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53189 members 
Mstep: Class 14 contains 539 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43212 members 
Mstep: Class 17 contains 42807 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 46062 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47142 members 
Mstep: Class 22 contains 2452 members 
Mstep: Class 23 contains 48898 members 
Mstep: Class 24 contains 831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906744.000000 Penalty: 80096.007812
Iteration 145Q: 25 clusters Score -1.269067e+08 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 43619 members 
Mstep: Class 3 contains 47512 members 
Mstep: Class 4 contains 44651 members 
Mstep: Class 5 contains 53181 members 
Mstep: Class 6 contains 46867 members 
Mstep: Class 7 contains 7086 members 
Mstep: Class 8 contains 45962 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44894 members 
Mstep: Class 11 contains 46647 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 53180 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43223 members 
Mstep: Class 17 contains 42718 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 46199 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47168 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 48916 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907304.000000 Penalty: 80096.007812
Iteration 146Q: 25 clusters Score -1.269073e+08 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 43620 members 
Mstep: Class 3 contains 47543 members 
Mstep: Class 4 contains 44636 members 
Mstep: Class 5 contains 53177 members 
Mstep: Class 6 contains 46897 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 45969 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44848 members 
Mstep: Class 11 contains 46677 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 53177 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43219 members 
Mstep: Class 17 contains 42673 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 46313 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47191 members 
Mstep: Class 22 contains 2452 members 
Mstep: Class 23 contains 48935 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907576.000000 Penalty: 80096.007812
Iteration 147Q: 25 clusters Score -1.269076e+08 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 43652 members 
Mstep: Class 3 contains 47569 members 
Mstep: Class 4 contains 44644 members 
Mstep: Class 5 contains 53165 members 
Mstep: Class 6 contains 46902 members 
Mstep: Class 7 contains 6860 members 
Mstep: Class 8 contains 45961 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44828 members 
Mstep: Class 11 contains 46703 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 53186 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43195 members 
Mstep: Class 17 contains 42656 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 46407 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47205 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 48940 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907352.000000 Penalty: 80096.007812
Iteration 148Q: 25 clusters Score -1.269074e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 43635 members 
Mstep: Class 3 contains 47566 members 
Mstep: Class 4 contains 44669 members 
Mstep: Class 5 contains 53181 members 
Mstep: Class 6 contains 46913 members 
Mstep: Class 7 contains 6763 members 
Mstep: Class 8 contains 45970 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44778 members 
Mstep: Class 11 contains 46751 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 53182 members 
Mstep: Class 14 contains 538 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43195 members 
Mstep: Class 17 contains 42623 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 46494 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47229 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 48948 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907400.000000 Penalty: 80096.007812
Iteration 149Q: 25 clusters Score -1.269074e+08 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 43647 members 
Mstep: Class 3 contains 47543 members 
Mstep: Class 4 contains 44670 members 
Mstep: Class 5 contains 53191 members 
Mstep: Class 6 contains 46934 members 
Mstep: Class 7 contains 6683 members 
Mstep: Class 8 contains 46015 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44745 members 
Mstep: Class 11 contains 46781 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53196 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43144 members 
Mstep: Class 17 contains 42595 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 46583 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47253 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 48945 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907128.000000 Penalty: 80096.007812
Iteration 150Q: 25 clusters Score -1.269071e+08 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 43648 members 
Mstep: Class 3 contains 47547 members 
Mstep: Class 4 contains 44700 members 
Mstep: Class 5 contains 53201 members 
Mstep: Class 6 contains 46931 members 
Mstep: Class 7 contains 6591 members 
Mstep: Class 8 contains 46046 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44725 members 
Mstep: Class 11 contains 46815 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53201 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43099 members 
Mstep: Class 17 contains 42583 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 46652 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47257 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 48944 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907224.000000 Penalty: 80096.007812
Iteration 151Q: 25 clusters Score -1.269072e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 43652 members 
Mstep: Class 3 contains 47480 members 
Mstep: Class 4 contains 44708 members 
Mstep: Class 5 contains 53245 members 
Mstep: Class 6 contains 46948 members 
Mstep: Class 7 contains 6503 members 
Mstep: Class 8 contains 46086 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44690 members 
Mstep: Class 11 contains 46830 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53239 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43072 members 
Mstep: Class 17 contains 42544 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 46748 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47257 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 48970 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907192.000000 Penalty: 80096.007812
Iteration 152Q: 25 clusters Score -1.269072e+08 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 43654 members 
Mstep: Class 3 contains 47469 members 
Mstep: Class 4 contains 44740 members 
Mstep: Class 5 contains 53273 members 
Mstep: Class 6 contains 46946 members 
Mstep: Class 7 contains 6404 members 
Mstep: Class 8 contains 46097 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44683 members 
Mstep: Class 11 contains 46844 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53269 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43059 members 
Mstep: Class 17 contains 42505 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 46831 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47219 members 
Mstep: Class 22 contains 2453 members 
Mstep: Class 23 contains 48992 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907616.000000 Penalty: 80096.007812
Iteration 153Q: 25 clusters Score -1.269076e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 43642 members 
Mstep: Class 3 contains 47491 members 
Mstep: Class 4 contains 44767 members 
Mstep: Class 5 contains 53270 members 
Mstep: Class 6 contains 46950 members 
Mstep: Class 7 contains 6279 members 
Mstep: Class 8 contains 46088 members 
Mstep: Class 9 contains 492 members 
Mstep: Class 10 contains 44701 members 
Mstep: Class 11 contains 46840 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53307 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43086 members 
Mstep: Class 17 contains 42437 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 46932 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47211 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 49008 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907760.000000 Penalty: 80096.007812
Iteration 154Q: 25 clusters Score -1.269078e+08 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 43645 members 
Mstep: Class 3 contains 47520 members 
Mstep: Class 4 contains 44768 members 
Mstep: Class 5 contains 53265 members 
Mstep: Class 6 contains 46965 members 
Mstep: Class 7 contains 6153 members 
Mstep: Class 8 contains 46099 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 44671 members 
Mstep: Class 11 contains 46829 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53354 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43103 members 
Mstep: Class 17 contains 42342 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47078 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47214 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 49015 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907360.000000 Penalty: 80096.007812
Iteration 155Q: 25 clusters Score -1.269074e+08 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 43625 members 
Mstep: Class 3 contains 47568 members 
Mstep: Class 4 contains 44796 members 
Mstep: Class 5 contains 53234 members 
Mstep: Class 6 contains 46988 members 
Mstep: Class 7 contains 6032 members 
Mstep: Class 8 contains 46131 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 44652 members 
Mstep: Class 11 contains 46835 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53395 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43083 members 
Mstep: Class 17 contains 42260 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47181 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47236 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 49021 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907504.000000 Penalty: 80096.007812
Iteration 156Q: 25 clusters Score -1.269075e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 43610 members 
Mstep: Class 3 contains 47619 members 
Mstep: Class 4 contains 44815 members 
Mstep: Class 5 contains 53224 members 
Mstep: Class 6 contains 46940 members 
Mstep: Class 7 contains 5938 members 
Mstep: Class 8 contains 46112 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 44675 members 
Mstep: Class 11 contains 46851 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53411 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43082 members 
Mstep: Class 17 contains 42207 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47272 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47257 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 49022 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907584.000000 Penalty: 80096.007812
Iteration 157Q: 25 clusters Score -1.269076e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 43612 members 
Mstep: Class 3 contains 47661 members 
Mstep: Class 4 contains 44843 members 
Mstep: Class 5 contains 53197 members 
Mstep: Class 6 contains 46930 members 
Mstep: Class 7 contains 5830 members 
Mstep: Class 8 contains 46098 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 44685 members 
Mstep: Class 11 contains 46868 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53427 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43063 members 
Mstep: Class 17 contains 42164 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47391 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47259 members 
Mstep: Class 22 contains 2454 members 
Mstep: Class 23 contains 49011 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907560.000000 Penalty: 80096.007812
Iteration 158Q: 25 clusters Score -1.269076e+08 nChanged 2699
Entering ConstructFrom: 
Score: -126907560.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (29942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Entering Unmasked Estep 
Score: -5366715.000000 Penalty: 2556.140381
	Iteration 0F: 2 clusters Score -5366715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -5346289.500000 Penalty: 5112.280762
	Iteration 0F: 3 clusters Score -5346290 nChanged 13539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -5353613.000000 Penalty: 5112.280762
	Iteration 1F: 3 clusters Score -5353613 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -5354293.000000 Penalty: 5112.280762
	Iteration 2F: 3 clusters Score -5354293 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -5354944.500000 Penalty: 5112.280762
	Iteration 3F: 3 clusters Score -5354944 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -5355565.000000 Penalty: 5112.280762
	Iteration 4Q: 3 clusters Score -5355565 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -5356232.000000 Penalty: 5112.280762
	Iteration 5Q: 3 clusters Score -5356232 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -5356974.500000 Penalty: 5112.280762
	Iteration 6Q: 3 clusters Score -5356974 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -5357702.500000 Penalty: 5112.280762
	Iteration 7F: 3 clusters Score -5357702 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -5358474.000000 Penalty: 5112.280762
	Iteration 8F: 3 clusters Score -5358474 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -5359222.500000 Penalty: 5112.280762
	Iteration 9Q: 3 clusters Score -5359222 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -5359900.500000 Penalty: 5112.280762
	Iteration 10Q: 3 clusters Score -5359900 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -5360486.000000 Penalty: 5112.280762
	Iteration 11Q: 3 clusters Score -5360486 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -5361009.000000 Penalty: 5112.280762
	Iteration 12Q: 3 clusters Score -5361009 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -5361545.500000 Penalty: 5112.280762
	Iteration 13Q: 3 clusters Score -5361546 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5362019.500000 Penalty: 5112.280762
	Iteration 14Q: 3 clusters Score -5362020 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -5362454.000000 Penalty: 5112.280762
	Iteration 15Q: 3 clusters Score -5362454 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -5362932.500000 Penalty: 5112.280762
	Iteration 16Q: 3 clusters Score -5362932 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5363411.500000 Penalty: 5112.280762
	Iteration 17Q: 3 clusters Score -5363412 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5363896.000000 Penalty: 5112.280762
	Iteration 18Q: 3 clusters Score -5363896 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5364184.500000 Penalty: 5112.280762
	Iteration 19Q: 3 clusters Score -5364184 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5364486.000000 Penalty: 5112.280762
	Iteration 20F: 3 clusters Score -5364486 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5364698.500000 Penalty: 5112.280762
	Iteration 21Q: 3 clusters Score -5364698 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -5364780.000000 Penalty: 5112.280762
	Iteration 22Q: 3 clusters Score -5364780 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5364818.000000 Penalty: 5112.280762
	Iteration 23Q: 3 clusters Score -5364818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5364831.500000 Penalty: 5112.280762
	Iteration 24Q: 3 clusters Score -5364832 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5364840.000000 Penalty: 5112.280762
	Iteration 25Q: 3 clusters Score -5364840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5364856.000000 Penalty: 5112.280762
	Iteration 26Q: 3 clusters Score -5364856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5364863.000000 Penalty: 5112.280762
	Iteration 27Q: 3 clusters Score -5364863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5364874.000000 Penalty: 5112.280762
	Iteration 28Q: 3 clusters Score -5364874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5364882.500000 Penalty: 5112.280762
	Iteration 29Q: 3 clusters Score -5364882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -5364893.000000 Penalty: 5112.280762
	Iteration 30Q: 3 clusters Score -5364893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5364894.000000 Penalty: 5112.280762
	Iteration 31Q: 3 clusters Score -5364894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5364894.000000 Penalty: 5112.280762
	Iteration 32Q: 3 clusters Score -5364894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5364905.000000 Penalty: 5112.280762
	Iteration 33Q: 3 clusters Score -5364905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5364909.500000 Penalty: 5112.280762
	Iteration 34Q: 3 clusters Score -5364910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5364904.000000 Penalty: 5112.280762
	Iteration 35Q: 3 clusters Score -5364904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5364903.500000 Penalty: 5112.280762
	Iteration 36Q: 3 clusters Score -5364904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5364903.500000 Penalty: 5112.280762
	Iteration 37F: 3 clusters Score -5364904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Entering Unmasked Estep 
Score: -8053693.000000 Penalty: 2649.485352
	Iteration 0F: 2 clusters Score -8053693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -8025019.500000 Penalty: 5298.970703
	Iteration 0F: 3 clusters Score -8025020 nChanged 20062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -8035955.000000 Penalty: 5298.970703
	Iteration 1F: 3 clusters Score -8035955 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -8036703.000000 Penalty: 5298.970703
	Iteration 2Q: 3 clusters Score -8036703 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -8037507.000000 Penalty: 5298.970703
	Iteration 3Q: 3 clusters Score -8037507 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8038541 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -8039728.500000 Penalty: 5298.970703
	Iteration 5Q: 3 clusters Score -8039728 nChanged 2377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8041107 nChanged 2519
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -8042757.500000 Penalty: 5298.970703
	Iteration 7F: 3 clusters Score -8042758 nChanged 2581
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Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -8044377.500000 Penalty: 5298.970703
	Iteration 8F: 3 clusters Score -8044378 nChanged 2475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -8045853.500000 Penalty: 5298.970703
	Iteration 9F: 3 clusters Score -8045854 nChanged 2064
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8046771 nChanged 1480
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Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -8047294.000000 Penalty: 5298.970703
	Iteration 11Q: 3 clusters Score -8047294 nChanged 953
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8047519 nChanged 625
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8047640 nChanged 485
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Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -8047723.500000 Penalty: 5298.970703
	Iteration 14Q: 3 clusters Score -8047724 nChanged 405
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Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8047789 nChanged 349
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Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8047850 nChanged 312
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Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8047916 nChanged 269
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Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8047928 nChanged 277
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Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -8047981.500000 Penalty: 5298.970703
	Iteration 19Q: 3 clusters Score -8047982 nChanged 270
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Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -8048008.500000 Penalty: 5298.970703
	Iteration 20F: 3 clusters Score -8048008 nChanged 277
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Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -8048062.500000 Penalty: 5298.970703
	Iteration 21Q: 3 clusters Score -8048062 nChanged 257
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Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8048058 nChanged 217
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Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8048088 nChanged 195
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Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -8048113.500000 Penalty: 5298.970703
	Iteration 24Q: 3 clusters Score -8048114 nChanged 163
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Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -8048150.500000 Penalty: 5298.970703
	Iteration 25Q: 3 clusters Score -8048150 nChanged 159
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Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -8048148.500000 Penalty: 5298.970703
	Iteration 26Q: 3 clusters Score -8048148 nChanged 150
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Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -8048168.500000 Penalty: 5298.970703
	Iteration 27Q: 3 clusters Score -8048168 nChanged 165
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Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8048204 nChanged 143
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Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8048194 nChanged 141
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Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8048195 nChanged 143
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Entering Unmasked Estep 
Score: -8048224.000000 Penalty: 5298.970703
	Iteration 31Q: 3 clusters Score -8048224 nChanged 137
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Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -8048256.500000 Penalty: 5298.970703
	Iteration 32Q: 3 clusters Score -8048256 nChanged 116
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8048261 nChanged 121
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Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -8048255.500000 Penalty: 5298.970703
	Iteration 34Q: 3 clusters Score -8048256 nChanged 94
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Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8048268 nChanged 92
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Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -8048273.000000 Penalty: 5298.970703
	Iteration 36Q: 3 clusters Score -8048273 nChanged 100
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	Iteration 37Q: 3 clusters Score -8048257 nChanged 81
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Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8048274 nChanged 84
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Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8048271 nChanged 80
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Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -8048286.500000 Penalty: 5298.970703
	Iteration 40F: 3 clusters Score -8048286 nChanged 76
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Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8048302 nChanged 66
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Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -8048313.500000 Penalty: 5298.970703
	Iteration 42Q: 3 clusters Score -8048314 nChanged 74
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Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -8048330.000000 Penalty: 5298.970703
	Iteration 43Q: 3 clusters Score -8048330 nChanged 67
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Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -8048313.500000 Penalty: 5298.970703
	Iteration 44Q: 3 clusters Score -8048314 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -8048330.000000 Penalty: 5298.970703
	Iteration 45Q: 3 clusters Score -8048330 nChanged 54
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Mstep: Class 1 contains 23610 members 
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Entering Unmasked Estep 
Score: -8048337.500000 Penalty: 5298.970703
	Iteration 46Q: 3 clusters Score -8048338 nChanged 48
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Mstep: Class 1 contains 23608 members 
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Entering Unmasked Estep 
Score: -8048341.000000 Penalty: 5298.970703
	Iteration 47Q: 3 clusters Score -8048341 nChanged 47
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Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -8048352.500000 Penalty: 5298.970703
	Iteration 48Q: 3 clusters Score -8048352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -8048345.000000 Penalty: 5298.970703
	Iteration 49Q: 3 clusters Score -8048345 nChanged 56
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Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8048354 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -8048352.500000 Penalty: 5298.970703
	Iteration 51Q: 3 clusters Score -8048352 nChanged 61
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Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -8048343.000000 Penalty: 5298.970703
	Iteration 52Q: 3 clusters Score -8048343 nChanged 46
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Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -8048347.000000 Penalty: 5298.970703
	Iteration 53Q: 3 clusters Score -8048347 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23531 members 
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Entering Unmasked Estep 
Score: -8048366.500000 Penalty: 5298.970703
	Iteration 54Q: 3 clusters Score -8048366 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -8048369.500000 Penalty: 5298.970703
	Iteration 55Q: 3 clusters Score -8048370 nChanged 42
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Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -8048372.500000 Penalty: 5298.970703
	Iteration 56Q: 3 clusters Score -8048372 nChanged 42
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Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -8048365.500000 Penalty: 5298.970703
	Iteration 57Q: 3 clusters Score -8048366 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -8048386.500000 Penalty: 5298.970703
	Iteration 58Q: 3 clusters Score -8048386 nChanged 61
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Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -8048384.500000 Penalty: 5298.970703
	Iteration 59Q: 3 clusters Score -8048384 nChanged 62
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Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -8048405.000000 Penalty: 5298.970703
	Iteration 60F: 3 clusters Score -8048405 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -8048412.500000 Penalty: 5298.970703
	Iteration 61Q: 3 clusters Score -8048412 nChanged 67
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Mstep: Class 1 contains 23392 members 
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Entering Unmasked Estep 
Score: -8048420.500000 Penalty: 5298.970703
	Iteration 62Q: 3 clusters Score -8048420 nChanged 68
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Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -8048419.500000 Penalty: 5298.970703
	Iteration 63Q: 3 clusters Score -8048420 nChanged 54
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Entering Unmasked Estep 
Score: -8048413.500000 Penalty: 5298.970703
	Iteration 64Q: 3 clusters Score -8048414 nChanged 37
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Mstep: Class 1 contains 23313 members 
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	Iteration 65Q: 3 clusters Score -8048409 nChanged 40
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Entering Unmasked Estep 
Score: -8048399.500000 Penalty: 5298.970703
	Iteration 66Q: 3 clusters Score -8048400 nChanged 31
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Mstep: Class 1 contains 23278 members 
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Entering Unmasked Estep 
Score: -8048407.000000 Penalty: 5298.970703
	Iteration 67Q: 3 clusters Score -8048407 nChanged 30
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Entering Unmasked Estep 
Score: -8048402.500000 Penalty: 5298.970703
	Iteration 68Q: 3 clusters Score -8048402 nChanged 25
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8048401 nChanged 18
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	Iteration 70Q: 3 clusters Score -8048402 nChanged 8
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Entering Unmasked Estep 
Score: -8048405.500000 Penalty: 5298.970703
	Iteration 71Q: 3 clusters Score -8048406 nChanged 11
Entering Unmasked Mstep 
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Score: -8048404.000000 Penalty: 5298.970703
	Iteration 72Q: 3 clusters Score -8048404 nChanged 16
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	Iteration 73Q: 3 clusters Score -8048410 nChanged 18
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	Iteration 74Q: 3 clusters Score -8048408 nChanged 28
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8048393 nChanged 31
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Entering Unmasked Estep 
Score: -8048397.500000 Penalty: 5298.970703
	Iteration 76Q: 3 clusters Score -8048398 nChanged 29
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	Iteration 77Q: 3 clusters Score -8048389 nChanged 25
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	Iteration 78Q: 3 clusters Score -8048398 nChanged 28
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	Iteration 79Q: 3 clusters Score -8048404 nChanged 20
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Entering Unmasked Estep 
Score: -8048408.500000 Penalty: 5298.970703
	Iteration 80F: 3 clusters Score -8048408 nChanged 12
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Entering Unmasked Estep 
Score: -8048412.000000 Penalty: 5298.970703
	Iteration 81Q: 3 clusters Score -8048412 nChanged 13
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8048406 nChanged 12
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	Iteration 83Q: 3 clusters Score -8048416 nChanged 13
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	Iteration 84Q: 3 clusters Score -8048404 nChanged 15
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Entering Unmasked Estep 
Score: -8048418.000000 Penalty: 5298.970703
	Iteration 85Q: 3 clusters Score -8048418 nChanged 13
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8048419 nChanged 18
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Entering Unmasked Estep 
Score: -8048423.000000 Penalty: 5298.970703
	Iteration 87Q: 3 clusters Score -8048423 nChanged 16
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	Iteration 88Q: 3 clusters Score -8048420 nChanged 17
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	Iteration 89Q: 3 clusters Score -8048420 nChanged 21
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	Iteration 90Q: 3 clusters Score -8048420 nChanged 28
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Entering Unmasked Estep 
Score: -8048413.000000 Penalty: 5298.970703
	Iteration 91Q: 3 clusters Score -8048413 nChanged 33
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8048425 nChanged 26
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Entering Unmasked Estep 
Score: -8048423.500000 Penalty: 5298.970703
	Iteration 93Q: 3 clusters Score -8048424 nChanged 32
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8048424 nChanged 32
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8048426 nChanged 38
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Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -8048430.000000 Penalty: 5298.970703
	Iteration 96Q: 3 clusters Score -8048430 nChanged 48
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Entering Unmasked Estep 
Score: -8048417.500000 Penalty: 5298.970703
	Iteration 97Q: 3 clusters Score -8048418 nChanged 42
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8048429 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8048427 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8048438 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8048439 nChanged 25
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Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8048437 nChanged 25
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Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8048448 nChanged 30
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Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8048442 nChanged 35
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Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8048455 nChanged 33
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Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8048444 nChanged 45
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Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8048444 nChanged 47
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Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8048448 nChanged 42
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8048424 nChanged 38
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8048458 nChanged 31
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8048465 nChanged 22
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8048469 nChanged 17
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8048470 nChanged 15
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8048468 nChanged 15
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Mstep: Class 1 contains 22425 members 
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	Iteration 115Q: 3 clusters Score -8048475 nChanged 15
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	Iteration 116Q: 3 clusters Score -8048474 nChanged 10
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	Iteration 117Q: 3 clusters Score -8048483 nChanged 13
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Mstep: Class 1 contains 22395 members 
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	Iteration 118Q: 3 clusters Score -8048472 nChanged 16
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Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8048469 nChanged 14
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Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -8048455.500000 Penalty: 5298.970703
	Iteration 120F: 3 clusters Score -8048456 nChanged 17
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Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8048457 nChanged 17
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Mstep: Class 1 contains 22355 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8048464 nChanged 18
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8048464 nChanged 10
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Mstep: Class 1 contains 22337 members 
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	Iteration 124Q: 3 clusters Score -8048470 nChanged 7
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8048472 nChanged 8
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8048471 nChanged 8
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	Iteration 127Q: 3 clusters Score -8048469 nChanged 11
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	Iteration 128Q: 3 clusters Score -8048473 nChanged 17
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	Iteration 129Q: 3 clusters Score -8048464 nChanged 19
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Mstep: Class 1 contains 22273 members 
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	Iteration 130Q: 3 clusters Score -8048467 nChanged 17
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	Iteration 131Q: 3 clusters Score -8048480 nChanged 26
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Mstep: Class 1 contains 22240 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8048480 nChanged 22
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Mstep: Class 1 contains 22220 members 
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	Iteration 133Q: 3 clusters Score -8048476 nChanged 29
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	Iteration 134Q: 3 clusters Score -8048475 nChanged 28
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Mstep: Class 1 contains 22179 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8048486 nChanged 26
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Mstep: Class 1 contains 22167 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8048492 nChanged 27
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	Iteration 137Q: 3 clusters Score -8048488 nChanged 36
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	Iteration 138Q: 3 clusters Score -8048488 nChanged 40
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	Iteration 139Q: 3 clusters Score -8048506 nChanged 47
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Mstep: Class 1 contains 22057 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8048515 nChanged 47
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	Iteration 141Q: 3 clusters Score -8048504 nChanged 41
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	Iteration 142Q: 3 clusters Score -8048496 nChanged 33
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	Iteration 143Q: 3 clusters Score -8048510 nChanged 26
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	Iteration 144Q: 3 clusters Score -8048510 nChanged 24
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Mstep: Class 1 contains 21944 members 
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	Iteration 145Q: 3 clusters Score -8048508 nChanged 24
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	Iteration 146Q: 3 clusters Score -8048526 nChanged 25
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	Iteration 147Q: 3 clusters Score -8048538 nChanged 36
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	Iteration 148Q: 3 clusters Score -8048558 nChanged 47
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	Iteration 149Q: 3 clusters Score -8048552 nChanged 46
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	Iteration 150Q: 3 clusters Score -8048564 nChanged 40
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	Iteration 151Q: 3 clusters Score -8048551 nChanged 38
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	Iteration 152Q: 3 clusters Score -8048556 nChanged 33
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	Iteration 153Q: 3 clusters Score -8048576 nChanged 30
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	Iteration 154Q: 3 clusters Score -8048568 nChanged 31
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	Iteration 155Q: 3 clusters Score -8048570 nChanged 27
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	Iteration 156Q: 3 clusters Score -8048572 nChanged 30
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	Iteration 157Q: 3 clusters Score -8048570 nChanged 38
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	Iteration 158Q: 3 clusters Score -8048578 nChanged 33
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	Iteration 159Q: 3 clusters Score -8048570 nChanged 29
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	Iteration 160F: 3 clusters Score -8048574 nChanged 37
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	Iteration 161Q: 3 clusters Score -8048593 nChanged 31
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	Iteration 162Q: 3 clusters Score -8048590 nChanged 22
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	Iteration 163Q: 3 clusters Score -8048598 nChanged 23
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	Iteration 164Q: 3 clusters Score -8048606 nChanged 22
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	Iteration 165Q: 3 clusters Score -8048600 nChanged 20
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	Iteration 166Q: 3 clusters Score -8048604 nChanged 20
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	Iteration 167Q: 3 clusters Score -8048595 nChanged 17
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	Iteration 168Q: 3 clusters Score -8048602 nChanged 11
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	Iteration 169Q: 3 clusters Score -8048608 nChanged 10
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	Iteration 170Q: 3 clusters Score -8048604 nChanged 8
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	Iteration 171Q: 3 clusters Score -8048604 nChanged 8
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	Iteration 172Q: 3 clusters Score -8048608 nChanged 12
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	Iteration 173Q: 3 clusters Score -8048602 nChanged 13
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Score: -8048612.500000 Penalty: 5298.970703
	Iteration 174Q: 3 clusters Score -8048612 nChanged 14
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	Iteration 175Q: 3 clusters Score -8048600 nChanged 15
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	Iteration 176Q: 3 clusters Score -8048606 nChanged 16
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	Iteration 177Q: 3 clusters Score -8048602 nChanged 12
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	Iteration 178Q: 3 clusters Score -8048616 nChanged 12
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	Iteration 179Q: 3 clusters Score -8048611 nChanged 16
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	Iteration 180F: 3 clusters Score -8048608 nChanged 17
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	Iteration 181Q: 3 clusters Score -8048610 nChanged 18
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	Iteration 182Q: 3 clusters Score -8048615 nChanged 9
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	Iteration 183Q: 3 clusters Score -8048608 nChanged 6
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	Iteration 184Q: 3 clusters Score -8048608 nChanged 7
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8048612 nChanged 5
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8048613 nChanged 2
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	Iteration 187Q: 3 clusters Score -8048610 nChanged 3
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Score: -8048619.500000 Penalty: 5298.970703
	Iteration 188Q: 3 clusters Score -8048620 nChanged 2
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Score: -8048614.500000 Penalty: 5298.970703
	Iteration 189Q: 3 clusters Score -8048614 nChanged 5
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	Iteration 190Q: 3 clusters Score -8048618 nChanged 5
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	Iteration 191Q: 3 clusters Score -8048620 nChanged 2
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	Iteration 192Q: 3 clusters Score -8048627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -8048626.000000 Penalty: 5298.970703
	Iteration 193Q: 3 clusters Score -8048626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8048629.000000 Penalty: 5298.970703
	Iteration 194Q: 3 clusters Score -8048629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8048629.000000 Penalty: 5298.970703
	Iteration 195F: 3 clusters Score -8048629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Entering Unmasked Estep 
Score: -8898570.000000 Penalty: 2671.293457
	Iteration 0F: 2 clusters Score -8898570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -8870105.000000 Penalty: 5342.586914
	Iteration 0F: 3 clusters Score -8870105 nChanged 21895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -8882387.000000 Penalty: 5342.586914
	Iteration 1F: 3 clusters Score -8882387 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -8883356.000000 Penalty: 5342.586914
	Iteration 2Q: 3 clusters Score -8883356 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -8884458.000000 Penalty: 5342.586914
	Iteration 3F: 3 clusters Score -8884458 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -8885811.000000 Penalty: 5342.586914
	Iteration 4F: 3 clusters Score -8885811 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -8887364.000000 Penalty: 5342.586914
	Iteration 5F: 3 clusters Score -8887364 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -8888973.000000 Penalty: 5342.586914
	Iteration 6F: 3 clusters Score -8888973 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -8890548.000000 Penalty: 5342.586914
	Iteration 7F: 3 clusters Score -8890548 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -8892082.000000 Penalty: 5342.586914
	Iteration 8F: 3 clusters Score -8892082 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -8893277.000000 Penalty: 5342.586914
	Iteration 9Q: 3 clusters Score -8893277 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -8894260.000000 Penalty: 5342.586914
	Iteration 10Q: 3 clusters Score -8894260 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -8894822.000000 Penalty: 5342.586914
	Iteration 11Q: 3 clusters Score -8894822 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -8895160.000000 Penalty: 5342.586914
	Iteration 12Q: 3 clusters Score -8895160 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -8895338.000000 Penalty: 5342.586914
	Iteration 13Q: 3 clusters Score -8895338 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -8895462.000000 Penalty: 5342.586914
	Iteration 14Q: 3 clusters Score -8895462 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -8895532.000000 Penalty: 5342.586914
	Iteration 15Q: 3 clusters Score -8895532 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -8895619.000000 Penalty: 5342.586914
	Iteration 16Q: 3 clusters Score -8895619 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -8895686.000000 Penalty: 5342.586914
	Iteration 17Q: 3 clusters Score -8895686 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -8895716.000000 Penalty: 5342.586914
	Iteration 18Q: 3 clusters Score -8895716 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -8895771.000000 Penalty: 5342.586914
	Iteration 19Q: 3 clusters Score -8895771 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -8895800.000000 Penalty: 5342.586914
	Iteration 20F: 3 clusters Score -8895800 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -8895800.000000 Penalty: 5342.586914
	Iteration 21Q: 3 clusters Score -8895800 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -8895845.000000 Penalty: 5342.586914
	Iteration 22Q: 3 clusters Score -8895845 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -8895907.000000 Penalty: 5342.586914
	Iteration 23Q: 3 clusters Score -8895907 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -8895943.000000 Penalty: 5342.586914
	Iteration 24Q: 3 clusters Score -8895943 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -8895944.000000 Penalty: 5342.586914
	Iteration 25Q: 3 clusters Score -8895944 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -8895993.000000 Penalty: 5342.586914
	Iteration 26Q: 3 clusters Score -8895993 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -8895983.000000 Penalty: 5342.586914
	Iteration 27Q: 3 clusters Score -8895983 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -8896026.000000 Penalty: 5342.586914
	Iteration 28Q: 3 clusters Score -8896026 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -8896029.000000 Penalty: 5342.586914
	Iteration 29Q: 3 clusters Score -8896029 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -8896017.000000 Penalty: 5342.586914
	Iteration 30Q: 3 clusters Score -8896017 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -8896046.000000 Penalty: 5342.586914
	Iteration 31Q: 3 clusters Score -8896046 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -8896075.000000 Penalty: 5342.586914
	Iteration 32Q: 3 clusters Score -8896075 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -8896106.000000 Penalty: 5342.586914
	Iteration 33Q: 3 clusters Score -8896106 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -8896134.000000 Penalty: 5342.586914
	Iteration 34Q: 3 clusters Score -8896134 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -8896159.000000 Penalty: 5342.586914
	Iteration 35Q: 3 clusters Score -8896159 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -8896162.000000 Penalty: 5342.586914
	Iteration 36Q: 3 clusters Score -8896162 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -8896186.000000 Penalty: 5342.586914
	Iteration 37Q: 3 clusters Score -8896186 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -8896187.000000 Penalty: 5342.586914
	Iteration 38Q: 3 clusters Score -8896187 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -8896236.000000 Penalty: 5342.586914
	Iteration 39Q: 3 clusters Score -8896236 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -8896257.000000 Penalty: 5342.586914
	Iteration 40F: 3 clusters Score -8896257 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -8896273.000000 Penalty: 5342.586914
	Iteration 41Q: 3 clusters Score -8896273 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -8896302.000000 Penalty: 5342.586914
	Iteration 42Q: 3 clusters Score -8896302 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -8896296.000000 Penalty: 5342.586914
	Iteration 43Q: 3 clusters Score -8896296 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -8896282.000000 Penalty: 5342.586914
	Iteration 44Q: 3 clusters Score -8896282 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -8896288.000000 Penalty: 5342.586914
	Iteration 45Q: 3 clusters Score -8896288 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -8896297.000000 Penalty: 5342.586914
	Iteration 46Q: 3 clusters Score -8896297 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -8896336.000000 Penalty: 5342.586914
	Iteration 47Q: 3 clusters Score -8896336 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -8896336.000000 Penalty: 5342.586914
	Iteration 48Q: 3 clusters Score -8896336 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -8896324.000000 Penalty: 5342.586914
	Iteration 49Q: 3 clusters Score -8896324 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -8896337.000000 Penalty: 5342.586914
	Iteration 50Q: 3 clusters Score -8896337 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -8896340.000000 Penalty: 5342.586914
	Iteration 51Q: 3 clusters Score -8896340 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -8896352.000000 Penalty: 5342.586914
	Iteration 52Q: 3 clusters Score -8896352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -8896348.000000 Penalty: 5342.586914
	Iteration 53Q: 3 clusters Score -8896348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -8896349.000000 Penalty: 5342.586914
	Iteration 54Q: 3 clusters Score -8896349 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -8896370.000000 Penalty: 5342.586914
	Iteration 55Q: 3 clusters Score -8896370 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -8896372.000000 Penalty: 5342.586914
	Iteration 56Q: 3 clusters Score -8896372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -8896380.000000 Penalty: 5342.586914
	Iteration 57Q: 3 clusters Score -8896380 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -8896390.000000 Penalty: 5342.586914
	Iteration 58Q: 3 clusters Score -8896390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -8896397.000000 Penalty: 5342.586914
	Iteration 59Q: 3 clusters Score -8896397 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -8896400.000000 Penalty: 5342.586914
	Iteration 60F: 3 clusters Score -8896400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -8896414.000000 Penalty: 5342.586914
	Iteration 61Q: 3 clusters Score -8896414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -8896404.000000 Penalty: 5342.586914
	Iteration 62Q: 3 clusters Score -8896404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -8896402.000000 Penalty: 5342.586914
	Iteration 63Q: 3 clusters Score -8896402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -8896408.000000 Penalty: 5342.586914
	Iteration 64Q: 3 clusters Score -8896408 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -8896419.000000 Penalty: 5342.586914
	Iteration 65Q: 3 clusters Score -8896419 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -8896419.000000 Penalty: 5342.586914
	Iteration 66Q: 3 clusters Score -8896419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -8896412.000000 Penalty: 5342.586914
	Iteration 67Q: 3 clusters Score -8896412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -8896406.000000 Penalty: 5342.586914
	Iteration 68Q: 3 clusters Score -8896406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -8896398.000000 Penalty: 5342.586914
	Iteration 69Q: 3 clusters Score -8896398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -8896409.000000 Penalty: 5342.586914
	Iteration 70Q: 3 clusters Score -8896409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -8896384.000000 Penalty: 5342.586914
	Iteration 71Q: 3 clusters Score -8896384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -8896398.000000 Penalty: 5342.586914
	Iteration 72Q: 3 clusters Score -8896398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -8896390.000000 Penalty: 5342.586914
	Iteration 73Q: 3 clusters Score -8896390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -8896396.000000 Penalty: 5342.586914
	Iteration 74Q: 3 clusters Score -8896396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -8896395.000000 Penalty: 5342.586914
	Iteration 75Q: 3 clusters Score -8896395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -8896406.000000 Penalty: 5342.586914
	Iteration 76Q: 3 clusters Score -8896406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -8896404.000000 Penalty: 5342.586914
	Iteration 77Q: 3 clusters Score -8896404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -8896405.000000 Penalty: 5342.586914
	Iteration 78Q: 3 clusters Score -8896405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -8896396.000000 Penalty: 5342.586914
	Iteration 79Q: 3 clusters Score -8896396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -8896393.000000 Penalty: 5342.586914
	Iteration 80F: 3 clusters Score -8896393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -8896380.000000 Penalty: 5342.586914
	Iteration 81Q: 3 clusters Score -8896380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -8896380.000000 Penalty: 5342.586914
	Iteration 82Q: 3 clusters Score -8896380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -8896383.000000 Penalty: 5342.586914
	Iteration 83Q: 3 clusters Score -8896383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -8896398.000000 Penalty: 5342.586914
	Iteration 84Q: 3 clusters Score -8896398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -8896384.000000 Penalty: 5342.586914
	Iteration 85Q: 3 clusters Score -8896384 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -8896401.000000 Penalty: 5342.586914
	Iteration 86Q: 3 clusters Score -8896401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -8896411.000000 Penalty: 5342.586914
	Iteration 87Q: 3 clusters Score -8896411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -8896420.000000 Penalty: 5342.586914
	Iteration 88Q: 3 clusters Score -8896420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -8896423.000000 Penalty: 5342.586914
	Iteration 89Q: 3 clusters Score -8896423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -8896436.000000 Penalty: 5342.586914
	Iteration 90Q: 3 clusters Score -8896436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -8896439.000000 Penalty: 5342.586914
	Iteration 91Q: 3 clusters Score -8896439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -8896434.000000 Penalty: 5342.586914
	Iteration 92Q: 3 clusters Score -8896434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8896426.000000 Penalty: 5342.586914
	Iteration 93Q: 3 clusters Score -8896426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -8896431.000000 Penalty: 5342.586914
	Iteration 94Q: 3 clusters Score -8896431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -8896418.000000 Penalty: 5342.586914
	Iteration 95Q: 3 clusters Score -8896418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -8896421.000000 Penalty: 5342.586914
	Iteration 96Q: 3 clusters Score -8896421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -8896414.000000 Penalty: 5342.586914
	Iteration 97Q: 3 clusters Score -8896414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -8896423.000000 Penalty: 5342.586914
	Iteration 98Q: 3 clusters Score -8896423 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -8896455.000000 Penalty: 5342.586914
	Iteration 99Q: 3 clusters Score -8896455 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -8896468.000000 Penalty: 5342.586914
	Iteration 100F: 3 clusters Score -8896468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -8896471.000000 Penalty: 5342.586914
	Iteration 101Q: 3 clusters Score -8896471 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -8896474.000000 Penalty: 5342.586914
	Iteration 102Q: 3 clusters Score -8896474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -8896477.000000 Penalty: 5342.586914
	Iteration 103Q: 3 clusters Score -8896477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -8896496.000000 Penalty: 5342.586914
	Iteration 104Q: 3 clusters Score -8896496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -8896491.000000 Penalty: 5342.586914
	Iteration 105Q: 3 clusters Score -8896491 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -8896498.000000 Penalty: 5342.586914
	Iteration 106Q: 3 clusters Score -8896498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -8896507.000000 Penalty: 5342.586914
	Iteration 107Q: 3 clusters Score -8896507 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -8896508.000000 Penalty: 5342.586914
	Iteration 108Q: 3 clusters Score -8896508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -8896506.000000 Penalty: 5342.586914
	Iteration 109Q: 3 clusters Score -8896506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -8896516.000000 Penalty: 5342.586914
	Iteration 110Q: 3 clusters Score -8896516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -8896505.000000 Penalty: 5342.586914
	Iteration 111Q: 3 clusters Score -8896505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -8896503.000000 Penalty: 5342.586914
	Iteration 112Q: 3 clusters Score -8896503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -8896510.000000 Penalty: 5342.586914
	Iteration 113Q: 3 clusters Score -8896510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -8896515.000000 Penalty: 5342.586914
	Iteration 114Q: 3 clusters Score -8896515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -8896513.000000 Penalty: 5342.586914
	Iteration 115Q: 3 clusters Score -8896513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -8896518.000000 Penalty: 5342.586914
	Iteration 116Q: 3 clusters Score -8896518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -8896507.000000 Penalty: 5342.586914
	Iteration 117Q: 3 clusters Score -8896507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -8896516.000000 Penalty: 5342.586914
	Iteration 118Q: 3 clusters Score -8896516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -8896512.000000 Penalty: 5342.586914
	Iteration 119Q: 3 clusters Score -8896512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -8896512.000000 Penalty: 5342.586914
	Iteration 120F: 3 clusters Score -8896512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -8896519.000000 Penalty: 5342.586914
	Iteration 121Q: 3 clusters Score -8896519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -8896514.000000 Penalty: 5342.586914
	Iteration 122Q: 3 clusters Score -8896514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -8896520.000000 Penalty: 5342.586914
	Iteration 123Q: 3 clusters Score -8896520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -8896522.000000 Penalty: 5342.586914
	Iteration 124Q: 3 clusters Score -8896522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -8896532.000000 Penalty: 5342.586914
	Iteration 125Q: 3 clusters Score -8896532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -8896538.000000 Penalty: 5342.586914
	Iteration 126Q: 3 clusters Score -8896538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -8896540.000000 Penalty: 5342.586914
	Iteration 127Q: 3 clusters Score -8896540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -8896525.000000 Penalty: 5342.586914
	Iteration 128Q: 3 clusters Score -8896525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -8896529.000000 Penalty: 5342.586914
	Iteration 129Q: 3 clusters Score -8896529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -8896531.000000 Penalty: 5342.586914
	Iteration 130Q: 3 clusters Score -8896531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -8896532.000000 Penalty: 5342.586914
	Iteration 131Q: 3 clusters Score -8896532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -8896528.000000 Penalty: 5342.586914
	Iteration 132Q: 3 clusters Score -8896528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -8896527.000000 Penalty: 5342.586914
	Iteration 133Q: 3 clusters Score -8896527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -8896527.000000 Penalty: 5342.586914
	Iteration 134F: 3 clusters Score -8896527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Entering Unmasked Estep 
Score: -8253974.500000 Penalty: 2656.463623
	Iteration 0F: 2 clusters Score -8253974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -8224402.000000 Penalty: 5312.927246
	Iteration 0F: 3 clusters Score -8224402 nChanged 20647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -8235792.500000 Penalty: 5312.927246
	Iteration 1F: 3 clusters Score -8235792 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -8236334.500000 Penalty: 5312.927246
	Iteration 2Q: 3 clusters Score -8236334 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -8237037.500000 Penalty: 5312.927246
	Iteration 3Q: 3 clusters Score -8237038 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -8238162.500000 Penalty: 5312.927246
	Iteration 4Q: 3 clusters Score -8238162 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -8239789.000000 Penalty: 5312.927246
	Iteration 5F: 3 clusters Score -8239789 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -8242125.000000 Penalty: 5312.927246
	Iteration 6F: 3 clusters Score -8242125 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -8245148.500000 Penalty: 5312.927246
	Iteration 7F: 3 clusters Score -8245148 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -8248282.500000 Penalty: 5312.927246
	Iteration 8F: 3 clusters Score -8248282 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -8250458.000000 Penalty: 5312.927246
	Iteration 9F: 3 clusters Score -8250458 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -8251479.000000 Penalty: 5312.927246
	Iteration 10Q: 3 clusters Score -8251479 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -8251926.500000 Penalty: 5312.927246
	Iteration 11Q: 3 clusters Score -8251926 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -8252165.000000 Penalty: 5312.927246
	Iteration 12Q: 3 clusters Score -8252165 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -8252327.000000 Penalty: 5312.927246
	Iteration 13Q: 3 clusters Score -8252327 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -8252455.500000 Penalty: 5312.927246
	Iteration 14Q: 3 clusters Score -8252456 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -8252589.000000 Penalty: 5312.927246
	Iteration 15Q: 3 clusters Score -8252589 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -8252692.000000 Penalty: 5312.927246
	Iteration 16Q: 3 clusters Score -8252692 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -8252771.000000 Penalty: 5312.927246
	Iteration 17Q: 3 clusters Score -8252771 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -8252821.500000 Penalty: 5312.927246
	Iteration 18Q: 3 clusters Score -8252822 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -8252893.500000 Penalty: 5312.927246
	Iteration 19Q: 3 clusters Score -8252894 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -8252943.500000 Penalty: 5312.927246
	Iteration 20F: 3 clusters Score -8252944 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -8252996.500000 Penalty: 5312.927246
	Iteration 21Q: 3 clusters Score -8252996 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -8253049.000000 Penalty: 5312.927246
	Iteration 22Q: 3 clusters Score -8253049 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8253075.000000 Penalty: 5312.927246
	Iteration 23Q: 3 clusters Score -8253075 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -8253103.500000 Penalty: 5312.927246
	Iteration 24Q: 3 clusters Score -8253104 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -8253120.000000 Penalty: 5312.927246
	Iteration 25Q: 3 clusters Score -8253120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -8253146.000000 Penalty: 5312.927246
	Iteration 26Q: 3 clusters Score -8253146 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -8253177.000000 Penalty: 5312.927246
	Iteration 27Q: 3 clusters Score -8253177 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -8253182.500000 Penalty: 5312.927246
	Iteration 28Q: 3 clusters Score -8253182 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -8253193.500000 Penalty: 5312.927246
	Iteration 29Q: 3 clusters Score -8253194 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -8253205.500000 Penalty: 5312.927246
	Iteration 30Q: 3 clusters Score -8253206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -8253209.500000 Penalty: 5312.927246
	Iteration 31Q: 3 clusters Score -8253210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -8253200.500000 Penalty: 5312.927246
	Iteration 32Q: 3 clusters Score -8253200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8253205.000000 Penalty: 5312.927246
	Iteration 33Q: 3 clusters Score -8253205 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8253194.500000 Penalty: 5312.927246
	Iteration 34Q: 3 clusters Score -8253194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -8253213.000000 Penalty: 5312.927246
	Iteration 35Q: 3 clusters Score -8253213 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8253192.000000 Penalty: 5312.927246
	Iteration 36Q: 3 clusters Score -8253192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8253187.000000 Penalty: 5312.927246
	Iteration 37Q: 3 clusters Score -8253187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8253176.500000 Penalty: 5312.927246
	Iteration 38Q: 3 clusters Score -8253176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -8253187.000000 Penalty: 5312.927246
	Iteration 39Q: 3 clusters Score -8253187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8253185.500000 Penalty: 5312.927246
	Iteration 40F: 3 clusters Score -8253186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8253180.000000 Penalty: 5312.927246
	Iteration 41Q: 3 clusters Score -8253180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8253175.000000 Penalty: 5312.927246
	Iteration 42Q: 3 clusters Score -8253175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8253176.000000 Penalty: 5312.927246
	Iteration 43Q: 3 clusters Score -8253176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8253176.000000 Penalty: 5312.927246
	Iteration 44Q: 3 clusters Score -8253176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -8253168.000000 Penalty: 5312.927246
	Iteration 45Q: 3 clusters Score -8253168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8253181.500000 Penalty: 5312.927246
	Iteration 46Q: 3 clusters Score -8253182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8253169.500000 Penalty: 5312.927246
	Iteration 47Q: 3 clusters Score -8253170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8253175.500000 Penalty: 5312.927246
	Iteration 48Q: 3 clusters Score -8253176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8253181.500000 Penalty: 5312.927246
	Iteration 49Q: 3 clusters Score -8253182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8253175.500000 Penalty: 5312.927246
	Iteration 50Q: 3 clusters Score -8253176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8253175.000000 Penalty: 5312.927246
	Iteration 51Q: 3 clusters Score -8253175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8253178.500000 Penalty: 5312.927246
	Iteration 52Q: 3 clusters Score -8253178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8253160.000000 Penalty: 5312.927246
	Iteration 53Q: 3 clusters Score -8253160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8253164.500000 Penalty: 5312.927246
	Iteration 54Q: 3 clusters Score -8253164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8253165.500000 Penalty: 5312.927246
	Iteration 55Q: 3 clusters Score -8253166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8253158.000000 Penalty: 5312.927246
	Iteration 56Q: 3 clusters Score -8253158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -8253158.000000 Penalty: 5312.927246
	Iteration 57Q: 3 clusters Score -8253158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8253149.500000 Penalty: 5312.927246
	Iteration 58Q: 3 clusters Score -8253150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8253149.500000 Penalty: 5312.927246
	Iteration 59F: 3 clusters Score -8253150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Entering Unmasked Estep 
Score: -9935517.000000 Penalty: 2698.512451
	Iteration 0F: 2 clusters Score -9935517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -9906176.000000 Penalty: 5397.024902
	Iteration 0F: 3 clusters Score -9906176 nChanged 24806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -9919888.000000 Penalty: 5397.024902
	Iteration 1F: 3 clusters Score -9919888 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -9920597.000000 Penalty: 5397.024902
	Iteration 2Q: 3 clusters Score -9920597 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -9921268.000000 Penalty: 5397.024902
	Iteration 3Q: 3 clusters Score -9921268 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -9921890.000000 Penalty: 5397.024902
	Iteration 4Q: 3 clusters Score -9921890 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -9922588.000000 Penalty: 5397.024902
	Iteration 5Q: 3 clusters Score -9922588 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -9923558.000000 Penalty: 5397.024902
	Iteration 6Q: 3 clusters Score -9923558 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -9924769.000000 Penalty: 5397.024902
	Iteration 7Q: 3 clusters Score -9924769 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -9926171.000000 Penalty: 5397.024902
	Iteration 8Q: 3 clusters Score -9926171 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -9927899.000000 Penalty: 5397.024902
	Iteration 9F: 3 clusters Score -9927899 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -9929696.000000 Penalty: 5397.024902
	Iteration 10F: 3 clusters Score -9929696 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -9931340.000000 Penalty: 5397.024902
	Iteration 11Q: 3 clusters Score -9931340 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -9932698.000000 Penalty: 5397.024902
	Iteration 12Q: 3 clusters Score -9932698 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -9933562.000000 Penalty: 5397.024902
	Iteration 13Q: 3 clusters Score -9933562 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -9934130.000000 Penalty: 5397.024902
	Iteration 14Q: 3 clusters Score -9934130 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -9934522.000000 Penalty: 5397.024902
	Iteration 15Q: 3 clusters Score -9934522 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -9934794.000000 Penalty: 5397.024902
	Iteration 16Q: 3 clusters Score -9934794 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -9935017.000000 Penalty: 5397.024902
	Iteration 17Q: 3 clusters Score -9935017 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -9935247.000000 Penalty: 5397.024902
	Iteration 18Q: 3 clusters Score -9935247 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -9935369.000000 Penalty: 5397.024902
	Iteration 19Q: 3 clusters Score -9935369 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -9935451.000000 Penalty: 5397.024902
	Iteration 20F: 3 clusters Score -9935451 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -9935523.000000 Penalty: 5397.024902
	Iteration 21Q: 3 clusters Score -9935523 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -9935561.000000 Penalty: 5397.024902
	Iteration 22Q: 3 clusters Score -9935561 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -9935551.000000 Penalty: 5397.024902
	Iteration 23Q: 3 clusters Score -9935551 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -9935582.000000 Penalty: 5397.024902
	Iteration 24Q: 3 clusters Score -9935582 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -9935583.000000 Penalty: 5397.024902
	Iteration 25Q: 3 clusters Score -9935583 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -9935570.000000 Penalty: 5397.024902
	Iteration 26Q: 3 clusters Score -9935570 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -9935549.000000 Penalty: 5397.024902
	Iteration 27Q: 3 clusters Score -9935549 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -9935487.000000 Penalty: 5397.024902
	Iteration 28Q: 3 clusters Score -9935487 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -9935487.000000 Penalty: 5397.024902
	Iteration 29Q: 3 clusters Score -9935487 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -9935473.000000 Penalty: 5397.024902
	Iteration 30Q: 3 clusters Score -9935473 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -9935433.000000 Penalty: 5397.024902
	Iteration 31Q: 3 clusters Score -9935433 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -9935389.000000 Penalty: 5397.024902
	Iteration 32Q: 3 clusters Score -9935389 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -9935376.000000 Penalty: 5397.024902
	Iteration 33Q: 3 clusters Score -9935376 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -9935340.000000 Penalty: 5397.024902
	Iteration 34Q: 3 clusters Score -9935340 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -9935286.000000 Penalty: 5397.024902
	Iteration 35Q: 3 clusters Score -9935286 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -9935234.000000 Penalty: 5397.024902
	Iteration 36Q: 3 clusters Score -9935234 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -9935189.000000 Penalty: 5397.024902
	Iteration 37Q: 3 clusters Score -9935189 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -9935139.000000 Penalty: 5397.024902
	Iteration 38Q: 3 clusters Score -9935139 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -9935073.000000 Penalty: 5397.024902
	Iteration 39Q: 3 clusters Score -9935073 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -9935024.000000 Penalty: 5397.024902
	Iteration 40F: 3 clusters Score -9935024 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -9934967.000000 Penalty: 5397.024902
	Iteration 41Q: 3 clusters Score -9934967 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -9934902.000000 Penalty: 5397.024902
	Iteration 42Q: 3 clusters Score -9934902 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -9934889.000000 Penalty: 5397.024902
	Iteration 43Q: 3 clusters Score -9934889 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -9934856.000000 Penalty: 5397.024902
	Iteration 44Q: 3 clusters Score -9934856 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -9934776.000000 Penalty: 5397.024902
	Iteration 45Q: 3 clusters Score -9934776 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -9934725.000000 Penalty: 5397.024902
	Iteration 46Q: 3 clusters Score -9934725 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -9934670.000000 Penalty: 5397.024902
	Iteration 47Q: 3 clusters Score -9934670 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -9934640.000000 Penalty: 5397.024902
	Iteration 48Q: 3 clusters Score -9934640 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -9934603.000000 Penalty: 5397.024902
	Iteration 49Q: 3 clusters Score -9934603 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 49268 members 
Entering Unmasked Estep 
Score: -9934572.000000 Penalty: 5397.024902
	Iteration 50Q: 3 clusters Score -9934572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -9934531.000000 Penalty: 5397.024902
	Iteration 51Q: 3 clusters Score -9934531 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -9934497.000000 Penalty: 5397.024902
	Iteration 52Q: 3 clusters Score -9934497 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -9934476.000000 Penalty: 5397.024902
	Iteration 53Q: 3 clusters Score -9934476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -9934451.000000 Penalty: 5397.024902
	Iteration 54Q: 3 clusters Score -9934451 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -9934421.000000 Penalty: 5397.024902
	Iteration 55Q: 3 clusters Score -9934421 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -9934429.000000 Penalty: 5397.024902
	Iteration 56Q: 3 clusters Score -9934429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -9934400.000000 Penalty: 5397.024902
	Iteration 57Q: 3 clusters Score -9934400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -9934378.000000 Penalty: 5397.024902
	Iteration 58Q: 3 clusters Score -9934378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -9934362.000000 Penalty: 5397.024902
	Iteration 59Q: 3 clusters Score -9934362 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -9934358.000000 Penalty: 5397.024902
	Iteration 60F: 3 clusters Score -9934358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -9934329.000000 Penalty: 5397.024902
	Iteration 61Q: 3 clusters Score -9934329 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 50001 members 
Entering Unmasked Estep 
Score: -9934351.000000 Penalty: 5397.024902
	Iteration 62Q: 3 clusters Score -9934351 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -9934336.000000 Penalty: 5397.024902
	Iteration 63Q: 3 clusters Score -9934336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -9934340.000000 Penalty: 5397.024902
	Iteration 64Q: 3 clusters Score -9934340 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -9934345.000000 Penalty: 5397.024902
	Iteration 65Q: 3 clusters Score -9934345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -9934360.000000 Penalty: 5397.024902
	Iteration 66Q: 3 clusters Score -9934360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -9934349.000000 Penalty: 5397.024902
	Iteration 67Q: 3 clusters Score -9934349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -9934344.000000 Penalty: 5397.024902
	Iteration 68Q: 3 clusters Score -9934344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -9934354.000000 Penalty: 5397.024902
	Iteration 69Q: 3 clusters Score -9934354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -9934339.000000 Penalty: 5397.024902
	Iteration 70Q: 3 clusters Score -9934339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -9934321.000000 Penalty: 5397.024902
	Iteration 71Q: 3 clusters Score -9934321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -9934309.000000 Penalty: 5397.024902
	Iteration 72Q: 3 clusters Score -9934309 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -9934305.000000 Penalty: 5397.024902
	Iteration 73Q: 3 clusters Score -9934305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -9934308.000000 Penalty: 5397.024902
	Iteration 74Q: 3 clusters Score -9934308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -9934298.000000 Penalty: 5397.024902
	Iteration 75Q: 3 clusters Score -9934298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -9934297.000000 Penalty: 5397.024902
	Iteration 76Q: 3 clusters Score -9934297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -9934300.000000 Penalty: 5397.024902
	Iteration 77Q: 3 clusters Score -9934300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -9934283.000000 Penalty: 5397.024902
	Iteration 78Q: 3 clusters Score -9934283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -9934273.000000 Penalty: 5397.024902
	Iteration 79Q: 3 clusters Score -9934273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 50590 members 
Entering Unmasked Estep 
Score: -9934265.000000 Penalty: 5397.024902
	Iteration 80F: 3 clusters Score -9934265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -9934242.000000 Penalty: 5397.024902
	Iteration 81Q: 3 clusters Score -9934242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -9934248.000000 Penalty: 5397.024902
	Iteration 82Q: 3 clusters Score -9934248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -9934240.000000 Penalty: 5397.024902
	Iteration 83Q: 3 clusters Score -9934240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -9934223.000000 Penalty: 5397.024902
	Iteration 84Q: 3 clusters Score -9934223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -9934211.000000 Penalty: 5397.024902
	Iteration 85Q: 3 clusters Score -9934211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -9934210.000000 Penalty: 5397.024902
	Iteration 86Q: 3 clusters Score -9934210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -9934213.000000 Penalty: 5397.024902
	Iteration 87Q: 3 clusters Score -9934213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -9934210.000000 Penalty: 5397.024902
	Iteration 88Q: 3 clusters Score -9934210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -9934200.000000 Penalty: 5397.024902
	Iteration 89Q: 3 clusters Score -9934200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -9934199.000000 Penalty: 5397.024902
	Iteration 90Q: 3 clusters Score -9934199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -9934199.000000 Penalty: 5397.024902
	Iteration 91Q: 3 clusters Score -9934199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -9934205.000000 Penalty: 5397.024902
	Iteration 92Q: 3 clusters Score -9934205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -9934197.000000 Penalty: 5397.024902
	Iteration 93Q: 3 clusters Score -9934197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -9934201.000000 Penalty: 5397.024902
	Iteration 94Q: 3 clusters Score -9934201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -9934197.000000 Penalty: 5397.024902
	Iteration 95Q: 3 clusters Score -9934197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -9934202.000000 Penalty: 5397.024902
	Iteration 96Q: 3 clusters Score -9934202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -9934183.000000 Penalty: 5397.024902
	Iteration 97Q: 3 clusters Score -9934183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -9934180.000000 Penalty: 5397.024902
	Iteration 98Q: 3 clusters Score -9934180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -9934177.000000 Penalty: 5397.024902
	Iteration 99Q: 3 clusters Score -9934177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -9934179.000000 Penalty: 5397.024902
	Iteration 100F: 3 clusters Score -9934179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -9934184.000000 Penalty: 5397.024902
	Iteration 101Q: 3 clusters Score -9934184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 50780 members 
Entering Unmasked Estep 
Score: -9934184.000000 Penalty: 5397.024902
	Iteration 102Q: 3 clusters Score -9934184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -9934181.000000 Penalty: 5397.024902
	Iteration 103Q: 3 clusters Score -9934181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -9934184.000000 Penalty: 5397.024902
	Iteration 104Q: 3 clusters Score -9934184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -9934179.000000 Penalty: 5397.024902
	Iteration 105Q: 3 clusters Score -9934179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -9934183.000000 Penalty: 5397.024902
	Iteration 106Q: 3 clusters Score -9934183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -9934185.000000 Penalty: 5397.024902
	Iteration 107Q: 3 clusters Score -9934185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -9934173.000000 Penalty: 5397.024902
	Iteration 108Q: 3 clusters Score -9934173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -9934161.000000 Penalty: 5397.024902
	Iteration 109Q: 3 clusters Score -9934161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -9934170.000000 Penalty: 5397.024902
	Iteration 110Q: 3 clusters Score -9934170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 50842 members 
Entering Unmasked Estep 
Score: -9934169.000000 Penalty: 5397.024902
	Iteration 111Q: 3 clusters Score -9934169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -9934154.000000 Penalty: 5397.024902
	Iteration 112Q: 3 clusters Score -9934154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -9934142.000000 Penalty: 5397.024902
	Iteration 113Q: 3 clusters Score -9934142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -9934140.000000 Penalty: 5397.024902
	Iteration 114Q: 3 clusters Score -9934140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 50887 members 
Entering Unmasked Estep 
Score: -9934126.000000 Penalty: 5397.024902
	Iteration 115Q: 3 clusters Score -9934126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -9934120.000000 Penalty: 5397.024902
	Iteration 116Q: 3 clusters Score -9934120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -9934128.000000 Penalty: 5397.024902
	Iteration 117Q: 3 clusters Score -9934128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -9934142.000000 Penalty: 5397.024902
	Iteration 118Q: 3 clusters Score -9934142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -9934145.000000 Penalty: 5397.024902
	Iteration 119Q: 3 clusters Score -9934145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -9934147.000000 Penalty: 5397.024902
	Iteration 120F: 3 clusters Score -9934147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -9934149.000000 Penalty: 5397.024902
	Iteration 121Q: 3 clusters Score -9934149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -9934150.000000 Penalty: 5397.024902
	Iteration 122Q: 3 clusters Score -9934150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -9934149.000000 Penalty: 5397.024902
	Iteration 123Q: 3 clusters Score -9934149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -9934130.000000 Penalty: 5397.024902
	Iteration 124Q: 3 clusters Score -9934130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -9934128.000000 Penalty: 5397.024902
	Iteration 125Q: 3 clusters Score -9934128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -9934124.000000 Penalty: 5397.024902
	Iteration 126Q: 3 clusters Score -9934124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -9934137.000000 Penalty: 5397.024902
	Iteration 127Q: 3 clusters Score -9934137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -9934144.000000 Penalty: 5397.024902
	Iteration 128Q: 3 clusters Score -9934144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -9934140.000000 Penalty: 5397.024902
	Iteration 129Q: 3 clusters Score -9934140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -9934143.000000 Penalty: 5397.024902
	Iteration 130Q: 3 clusters Score -9934143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -9934130.000000 Penalty: 5397.024902
	Iteration 131Q: 3 clusters Score -9934130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -9934143.000000 Penalty: 5397.024902
	Iteration 132Q: 3 clusters Score -9934143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -9934139.000000 Penalty: 5397.024902
	Iteration 133Q: 3 clusters Score -9934139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -9934119.000000 Penalty: 5397.024902
	Iteration 134Q: 3 clusters Score -9934119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -9934118.000000 Penalty: 5397.024902
	Iteration 135Q: 3 clusters Score -9934118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -9934115.000000 Penalty: 5397.024902
	Iteration 136Q: 3 clusters Score -9934115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 51024 members 
Entering Unmasked Estep 
Score: -9934118.000000 Penalty: 5397.024902
	Iteration 137Q: 3 clusters Score -9934118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -9934114.000000 Penalty: 5397.024902
	Iteration 138Q: 3 clusters Score -9934114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9934114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -9934125.000000 Penalty: 5397.024902
	Iteration 140F: 3 clusters Score -9934125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -9934118.000000 Penalty: 5397.024902
	Iteration 141Q: 3 clusters Score -9934118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -9934121.000000 Penalty: 5397.024902
	Iteration 142Q: 3 clusters Score -9934121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -9934119.000000 Penalty: 5397.024902
	Iteration 143Q: 3 clusters Score -9934119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -9934129.000000 Penalty: 5397.024902
	Iteration 144Q: 3 clusters Score -9934129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -9934121.000000 Penalty: 5397.024902
	Iteration 145Q: 3 clusters Score -9934121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -9934114.000000 Penalty: 5397.024902
	Iteration 146Q: 3 clusters Score -9934114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 51074 members 
Entering Unmasked Estep 
Score: -9934118.000000 Penalty: 5397.024902
	Iteration 147Q: 3 clusters Score -9934118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -9934124.000000 Penalty: 5397.024902
	Iteration 148Q: 3 clusters Score -9934124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -9934119.000000 Penalty: 5397.024902
	Iteration 149Q: 3 clusters Score -9934119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 51092 members 
Entering Unmasked Estep 
Score: -9934108.000000 Penalty: 5397.024902
	Iteration 150Q: 3 clusters Score -9934108 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -9934112.000000 Penalty: 5397.024902
	Iteration 151Q: 3 clusters Score -9934112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -9934101.000000 Penalty: 5397.024902
	Iteration 152Q: 3 clusters Score -9934101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 51099 members 
Entering Unmasked Estep 
Score: -9934105.000000 Penalty: 5397.024902
	Iteration 153Q: 3 clusters Score -9934105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 51103 members 
Entering Unmasked Estep 
Score: -9934094.000000 Penalty: 5397.024902
	Iteration 154Q: 3 clusters Score -9934094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -9934110.000000 Penalty: 5397.024902
	Iteration 155Q: 3 clusters Score -9934110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -9934089.000000 Penalty: 5397.024902
	Iteration 156Q: 3 clusters Score -9934089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -9934093.000000 Penalty: 5397.024902
	Iteration 157Q: 3 clusters Score -9934093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -9934098.000000 Penalty: 5397.024902
	Iteration 158Q: 3 clusters Score -9934098 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9934094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -9934095.000000 Penalty: 5397.024902
	Iteration 160F: 3 clusters Score -9934095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -9934090.000000 Penalty: 5397.024902
	Iteration 161Q: 3 clusters Score -9934090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 51130 members 
Entering Unmasked Estep 
Score: -9934090.000000 Penalty: 5397.024902
	Iteration 162Q: 3 clusters Score -9934090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -9934086.000000 Penalty: 5397.024902
	Iteration 163Q: 3 clusters Score -9934086 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9934084 nChanged 0
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Mstep: Class 1 contains 2026 members 
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Entering Unmasked Estep 
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	Iteration 165F: 3 clusters Score -9934084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46924 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -8668042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8638114 nChanged 21545
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8649941 nChanged 1869
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8650484 nChanged 1840
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8651099 nChanged 1869
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -8651809.000000 Penalty: 5335.117188
	Iteration 4Q: 3 clusters Score -8651809 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -8652757.000000 Penalty: 5335.117188
	Iteration 5Q: 3 clusters Score -8652757 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -8654253.000000 Penalty: 5335.117188
	Iteration 6F: 3 clusters Score -8654253 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -8656301.000000 Penalty: 5335.117188
	Iteration 7F: 3 clusters Score -8656301 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -8658654.000000 Penalty: 5335.117188
	Iteration 8F: 3 clusters Score -8658654 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -8660940.000000 Penalty: 5335.117188
	Iteration 9F: 3 clusters Score -8660940 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -8662867.000000 Penalty: 5335.117188
	Iteration 10Q: 3 clusters Score -8662867 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -8664184.000000 Penalty: 5335.117188
	Iteration 11Q: 3 clusters Score -8664184 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -8664901.000000 Penalty: 5335.117188
	Iteration 12Q: 3 clusters Score -8664901 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -8665284.000000 Penalty: 5335.117188
	Iteration 13Q: 3 clusters Score -8665284 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -8665634.000000 Penalty: 5335.117188
	Iteration 14Q: 3 clusters Score -8665634 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -8665939.000000 Penalty: 5335.117188
	Iteration 15Q: 3 clusters Score -8665939 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -8666167.000000 Penalty: 5335.117188
	Iteration 16Q: 3 clusters Score -8666167 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -8666317.000000 Penalty: 5335.117188
	Iteration 17Q: 3 clusters Score -8666317 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -8666454.000000 Penalty: 5335.117188
	Iteration 18Q: 3 clusters Score -8666454 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -8666503.000000 Penalty: 5335.117188
	Iteration 19Q: 3 clusters Score -8666503 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -8666552.000000 Penalty: 5335.117188
	Iteration 20F: 3 clusters Score -8666552 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -8666579.000000 Penalty: 5335.117188
	Iteration 21Q: 3 clusters Score -8666579 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -8666592.000000 Penalty: 5335.117188
	Iteration 22Q: 3 clusters Score -8666592 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -8666617.000000 Penalty: 5335.117188
	Iteration 23Q: 3 clusters Score -8666617 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -8666657.000000 Penalty: 5335.117188
	Iteration 24Q: 3 clusters Score -8666657 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -8666643.000000 Penalty: 5335.117188
	Iteration 25Q: 3 clusters Score -8666643 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -8666638.000000 Penalty: 5335.117188
	Iteration 26Q: 3 clusters Score -8666638 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -8666617.000000 Penalty: 5335.117188
	Iteration 27Q: 3 clusters Score -8666617 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -8666624.000000 Penalty: 5335.117188
	Iteration 28Q: 3 clusters Score -8666624 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -8666597.000000 Penalty: 5335.117188
	Iteration 29Q: 3 clusters Score -8666597 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -8666560.000000 Penalty: 5335.117188
	Iteration 30Q: 3 clusters Score -8666560 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8666526.000000 Penalty: 5335.117188
	Iteration 31Q: 3 clusters Score -8666526 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -8666531.000000 Penalty: 5335.117188
	Iteration 32Q: 3 clusters Score -8666531 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -8666524.000000 Penalty: 5335.117188
	Iteration 33Q: 3 clusters Score -8666524 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -8666458.000000 Penalty: 5335.117188
	Iteration 34Q: 3 clusters Score -8666458 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -8666472.000000 Penalty: 5335.117188
	Iteration 35Q: 3 clusters Score -8666472 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -8666456.000000 Penalty: 5335.117188
	Iteration 36Q: 3 clusters Score -8666456 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -8666465.000000 Penalty: 5335.117188
	Iteration 37Q: 3 clusters Score -8666465 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8666466.000000 Penalty: 5335.117188
	Iteration 38Q: 3 clusters Score -8666466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -8666458.000000 Penalty: 5335.117188
	Iteration 39Q: 3 clusters Score -8666458 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -8666432.000000 Penalty: 5335.117188
	Iteration 40F: 3 clusters Score -8666432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -8666423.000000 Penalty: 5335.117188
	Iteration 41Q: 3 clusters Score -8666423 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -8666399.000000 Penalty: 5335.117188
	Iteration 42Q: 3 clusters Score -8666399 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -8666383.000000 Penalty: 5335.117188
	Iteration 43Q: 3 clusters Score -8666383 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -8666353.000000 Penalty: 5335.117188
	Iteration 44Q: 3 clusters Score -8666353 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -8666369.000000 Penalty: 5335.117188
	Iteration 45Q: 3 clusters Score -8666369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -8666376.000000 Penalty: 5335.117188
	Iteration 46Q: 3 clusters Score -8666376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -8666353.000000 Penalty: 5335.117188
	Iteration 47Q: 3 clusters Score -8666353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -8666355.000000 Penalty: 5335.117188
	Iteration 48Q: 3 clusters Score -8666355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -8666343.000000 Penalty: 5335.117188
	Iteration 49Q: 3 clusters Score -8666343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -8666353.000000 Penalty: 5335.117188
	Iteration 50Q: 3 clusters Score -8666353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -8666353.000000 Penalty: 5335.117188
	Iteration 51Q: 3 clusters Score -8666353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -8666360.000000 Penalty: 5335.117188
	Iteration 52Q: 3 clusters Score -8666360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -8666346.000000 Penalty: 5335.117188
	Iteration 53Q: 3 clusters Score -8666346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -8666338.000000 Penalty: 5335.117188
	Iteration 54Q: 3 clusters Score -8666338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -8666324.000000 Penalty: 5335.117188
	Iteration 55Q: 3 clusters Score -8666324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -8666316.000000 Penalty: 5335.117188
	Iteration 56Q: 3 clusters Score -8666316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -8666302.000000 Penalty: 5335.117188
	Iteration 57Q: 3 clusters Score -8666302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -8666296.000000 Penalty: 5335.117188
	Iteration 58Q: 3 clusters Score -8666296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -8666298.000000 Penalty: 5335.117188
	Iteration 59Q: 3 clusters Score -8666298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -8666298.000000 Penalty: 5335.117188
	Iteration 60F: 3 clusters Score -8666298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8666291.000000 Penalty: 5335.117188
	Iteration 61Q: 3 clusters Score -8666291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8666292.000000 Penalty: 5335.117188
	Iteration 62Q: 3 clusters Score -8666292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -8666290.000000 Penalty: 5335.117188
	Iteration 63Q: 3 clusters Score -8666290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -8666304.000000 Penalty: 5335.117188
	Iteration 64Q: 3 clusters Score -8666304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -8666304.000000 Penalty: 5335.117188
	Iteration 65Q: 3 clusters Score -8666304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -8666296.000000 Penalty: 5335.117188
	Iteration 66Q: 3 clusters Score -8666296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -8666293.000000 Penalty: 5335.117188
	Iteration 67Q: 3 clusters Score -8666293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -8666293.000000 Penalty: 5335.117188
	Iteration 68F: 3 clusters Score -8666293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Entering Unmasked Estep 
Score: -1054232.875000 Penalty: 2146.795410
	Iteration 0F: 2 clusters Score -1054233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1049178.875000 Penalty: 4293.590820
	Iteration 0F: 3 clusters Score -1049179 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1050403.000000 Penalty: 4293.590820
	Iteration 1F: 3 clusters Score -1050403 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1050672.500000 Penalty: 4293.590820
	Iteration 2F: 3 clusters Score -1050672 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1050860.500000 Penalty: 4293.590820
	Iteration 3F: 3 clusters Score -1050860 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1050999.625000 Penalty: 4293.590820
	Iteration 4Q: 3 clusters Score -1051000 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1051101.500000 Penalty: 4293.590820
	Iteration 5Q: 3 clusters Score -1051102 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1051190.750000 Penalty: 4293.590820
	Iteration 6Q: 3 clusters Score -1051191 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1051277.000000 Penalty: 4293.590820
	Iteration 7Q: 3 clusters Score -1051277 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1051336.875000 Penalty: 4293.590820
	Iteration 8Q: 3 clusters Score -1051337 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1051385.875000 Penalty: 4293.590820
	Iteration 9Q: 3 clusters Score -1051386 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1051425.875000 Penalty: 4293.590820
	Iteration 10Q: 3 clusters Score -1051426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1051463.625000 Penalty: 4293.590820
	Iteration 11Q: 3 clusters Score -1051464 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1051497.625000 Penalty: 4293.590820
	Iteration 12Q: 3 clusters Score -1051498 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1051537.875000 Penalty: 4293.590820
	Iteration 13Q: 3 clusters Score -1051538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1051585.750000 Penalty: 4293.590820
	Iteration 14Q: 3 clusters Score -1051586 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1051622.375000 Penalty: 4293.590820
	Iteration 15Q: 3 clusters Score -1051622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1051655.000000 Penalty: 4293.590820
	Iteration 16Q: 3 clusters Score -1051655 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1051694.125000 Penalty: 4293.590820
	Iteration 17Q: 3 clusters Score -1051694 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1051739.250000 Penalty: 4293.590820
	Iteration 18Q: 3 clusters Score -1051739 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1051778.375000 Penalty: 4293.590820
	Iteration 19Q: 3 clusters Score -1051778 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1051815.875000 Penalty: 4293.590820
	Iteration 20F: 3 clusters Score -1051816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1051857.125000 Penalty: 4293.590820
	Iteration 21Q: 3 clusters Score -1051857 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1051893.625000 Penalty: 4293.590820
	Iteration 22Q: 3 clusters Score -1051894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1051935.250000 Penalty: 4293.590820
	Iteration 23Q: 3 clusters Score -1051935 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1051973.750000 Penalty: 4293.590820
	Iteration 24Q: 3 clusters Score -1051974 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1052017.500000 Penalty: 4293.590820
	Iteration 25Q: 3 clusters Score -1052018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1052055.500000 Penalty: 4293.590820
	Iteration 26Q: 3 clusters Score -1052056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1052099.375000 Penalty: 4293.590820
	Iteration 27Q: 3 clusters Score -1052099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1052129.625000 Penalty: 4293.590820
	Iteration 28Q: 3 clusters Score -1052130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1052162.875000 Penalty: 4293.590820
	Iteration 29Q: 3 clusters Score -1052163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1052187.375000 Penalty: 4293.590820
	Iteration 30Q: 3 clusters Score -1052187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1052210.000000 Penalty: 4293.590820
	Iteration 31Q: 3 clusters Score -1052210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1052229.375000 Penalty: 4293.590820
	Iteration 32Q: 3 clusters Score -1052229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1052242.625000 Penalty: 4293.590820
	Iteration 33Q: 3 clusters Score -1052243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1052260.875000 Penalty: 4293.590820
	Iteration 34Q: 3 clusters Score -1052261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1052270.000000 Penalty: 4293.590820
	Iteration 35Q: 3 clusters Score -1052270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1052281.875000 Penalty: 4293.590820
	Iteration 36Q: 3 clusters Score -1052282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1052288.125000 Penalty: 4293.590820
	Iteration 37Q: 3 clusters Score -1052288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1052293.500000 Penalty: 4293.590820
	Iteration 38Q: 3 clusters Score -1052294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1052299.125000 Penalty: 4293.590820
	Iteration 39Q: 3 clusters Score -1052299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1052305.750000 Penalty: 4293.590820
	Iteration 40F: 3 clusters Score -1052306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1052308.500000 Penalty: 4293.590820
	Iteration 41Q: 3 clusters Score -1052308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1052315.250000 Penalty: 4293.590820
	Iteration 42Q: 3 clusters Score -1052315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1052315.250000 Penalty: 4293.590820
	Iteration 43Q: 3 clusters Score -1052315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1052319.250000 Penalty: 4293.590820
	Iteration 44Q: 3 clusters Score -1052319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1052321.875000 Penalty: 4293.590820
	Iteration 45Q: 3 clusters Score -1052322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1052323.375000 Penalty: 4293.590820
	Iteration 46Q: 3 clusters Score -1052323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1052328.000000 Penalty: 4293.590820
	Iteration 47Q: 3 clusters Score -1052328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1052332.000000 Penalty: 4293.590820
	Iteration 48Q: 3 clusters Score -1052332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1052335.625000 Penalty: 4293.590820
	Iteration 49Q: 3 clusters Score -1052336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1052337.625000 Penalty: 4293.590820
	Iteration 50Q: 3 clusters Score -1052338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1052339.750000 Penalty: 4293.590820
	Iteration 51Q: 3 clusters Score -1052340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1052343.625000 Penalty: 4293.590820
	Iteration 52Q: 3 clusters Score -1052344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1052349.500000 Penalty: 4293.590820
	Iteration 53Q: 3 clusters Score -1052350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1052353.000000 Penalty: 4293.590820
	Iteration 54Q: 3 clusters Score -1052353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1052358.250000 Penalty: 4293.590820
	Iteration 55Q: 3 clusters Score -1052358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1052359.375000 Penalty: 4293.590820
	Iteration 56Q: 3 clusters Score -1052359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1052359.875000 Penalty: 4293.590820
	Iteration 57Q: 3 clusters Score -1052360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1052361.375000 Penalty: 4293.590820
	Iteration 58Q: 3 clusters Score -1052361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1052363.125000 Penalty: 4293.590820
	Iteration 59Q: 3 clusters Score -1052363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1052364.875000 Penalty: 4293.590820
	Iteration 60F: 3 clusters Score -1052365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1052367.000000 Penalty: 4293.590820
	Iteration 61Q: 3 clusters Score -1052367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1052369.000000 Penalty: 4293.590820
	Iteration 62Q: 3 clusters Score -1052369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1052370.875000 Penalty: 4293.590820
	Iteration 63Q: 3 clusters Score -1052371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1052371.625000 Penalty: 4293.590820
	Iteration 64Q: 3 clusters Score -1052372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1052371.750000 Penalty: 4293.590820
	Iteration 65Q: 3 clusters Score -1052372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1052371.750000 Penalty: 4293.590820
	Iteration 66F: 3 clusters Score -1052372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Entering Unmasked Estep 
Score: -8531666.000000 Penalty: 2663.105713
	Iteration 0F: 2 clusters Score -8531666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -8501758.000000 Penalty: 5326.211426
	Iteration 0F: 3 clusters Score -8501758 nChanged 21076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -8513330.000000 Penalty: 5326.211426
	Iteration 1F: 3 clusters Score -8513330 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -8513842.000000 Penalty: 5326.211426
	Iteration 2Q: 3 clusters Score -8513842 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -8514278.000000 Penalty: 5326.211426
	Iteration 3Q: 3 clusters Score -8514278 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -8514720.000000 Penalty: 5326.211426
	Iteration 4Q: 3 clusters Score -8514720 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -8515146.000000 Penalty: 5326.211426
	Iteration 5Q: 3 clusters Score -8515146 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -8515710.000000 Penalty: 5326.211426
	Iteration 6Q: 3 clusters Score -8515710 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -8516492.000000 Penalty: 5326.211426
	Iteration 7Q: 3 clusters Score -8516492 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -8517598.000000 Penalty: 5326.211426
	Iteration 8Q: 3 clusters Score -8517598 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -8519124.000000 Penalty: 5326.211426
	Iteration 9F: 3 clusters Score -8519124 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -8521146.000000 Penalty: 5326.211426
	Iteration 10F: 3 clusters Score -8521146 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -8523300.000000 Penalty: 5326.211426
	Iteration 11F: 3 clusters Score -8523300 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -8524891.000000 Penalty: 5326.211426
	Iteration 12F: 3 clusters Score -8524891 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -8525645.000000 Penalty: 5326.211426
	Iteration 13Q: 3 clusters Score -8525645 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -8526031.000000 Penalty: 5326.211426
	Iteration 14Q: 3 clusters Score -8526031 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -8526324.000000 Penalty: 5326.211426
	Iteration 15Q: 3 clusters Score -8526324 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -8526504.000000 Penalty: 5326.211426
	Iteration 16Q: 3 clusters Score -8526504 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -8526745.000000 Penalty: 5326.211426
	Iteration 17Q: 3 clusters Score -8526745 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -8526902.000000 Penalty: 5326.211426
	Iteration 18Q: 3 clusters Score -8526902 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -8527035.000000 Penalty: 5326.211426
	Iteration 19Q: 3 clusters Score -8527035 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -8527155.000000 Penalty: 5326.211426
	Iteration 20F: 3 clusters Score -8527155 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -8527251.000000 Penalty: 5326.211426
	Iteration 21Q: 3 clusters Score -8527251 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -8527355.000000 Penalty: 5326.211426
	Iteration 22Q: 3 clusters Score -8527355 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -8527433.000000 Penalty: 5326.211426
	Iteration 23Q: 3 clusters Score -8527433 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -8527515.000000 Penalty: 5326.211426
	Iteration 24Q: 3 clusters Score -8527515 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -8527556.000000 Penalty: 5326.211426
	Iteration 25Q: 3 clusters Score -8527556 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -8527607.000000 Penalty: 5326.211426
	Iteration 26Q: 3 clusters Score -8527607 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -8527653.000000 Penalty: 5326.211426
	Iteration 27Q: 3 clusters Score -8527653 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -8527705.000000 Penalty: 5326.211426
	Iteration 28Q: 3 clusters Score -8527705 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -8527767.000000 Penalty: 5326.211426
	Iteration 29Q: 3 clusters Score -8527767 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -8527807.000000 Penalty: 5326.211426
	Iteration 30Q: 3 clusters Score -8527807 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -8527825.000000 Penalty: 5326.211426
	Iteration 31Q: 3 clusters Score -8527825 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -8527905.000000 Penalty: 5326.211426
	Iteration 32Q: 3 clusters Score -8527905 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -8527949.000000 Penalty: 5326.211426
	Iteration 33Q: 3 clusters Score -8527949 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -8527972.000000 Penalty: 5326.211426
	Iteration 34Q: 3 clusters Score -8527972 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -8527989.000000 Penalty: 5326.211426
	Iteration 35Q: 3 clusters Score -8527989 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -8528038.000000 Penalty: 5326.211426
	Iteration 36Q: 3 clusters Score -8528038 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -8528038.000000 Penalty: 5326.211426
	Iteration 37Q: 3 clusters Score -8528038 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -8528081.000000 Penalty: 5326.211426
	Iteration 38Q: 3 clusters Score -8528081 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -8528111.000000 Penalty: 5326.211426
	Iteration 39Q: 3 clusters Score -8528111 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -8528163.000000 Penalty: 5326.211426
	Iteration 40F: 3 clusters Score -8528163 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -8528198.000000 Penalty: 5326.211426
	Iteration 41Q: 3 clusters Score -8528198 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -8528221.000000 Penalty: 5326.211426
	Iteration 42Q: 3 clusters Score -8528221 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -8528261.000000 Penalty: 5326.211426
	Iteration 43Q: 3 clusters Score -8528261 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -8528278.000000 Penalty: 5326.211426
	Iteration 44Q: 3 clusters Score -8528278 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -8528312.000000 Penalty: 5326.211426
	Iteration 45Q: 3 clusters Score -8528312 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -8528347.000000 Penalty: 5326.211426
	Iteration 46Q: 3 clusters Score -8528347 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -8528380.000000 Penalty: 5326.211426
	Iteration 47Q: 3 clusters Score -8528380 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -8528410.000000 Penalty: 5326.211426
	Iteration 48Q: 3 clusters Score -8528410 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -8528434.000000 Penalty: 5326.211426
	Iteration 49Q: 3 clusters Score -8528434 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -8528441.000000 Penalty: 5326.211426
	Iteration 50Q: 3 clusters Score -8528441 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -8528475.000000 Penalty: 5326.211426
	Iteration 51Q: 3 clusters Score -8528475 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -8528507.000000 Penalty: 5326.211426
	Iteration 52Q: 3 clusters Score -8528507 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -8528533.000000 Penalty: 5326.211426
	Iteration 53Q: 3 clusters Score -8528533 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -8528547.000000 Penalty: 5326.211426
	Iteration 54Q: 3 clusters Score -8528547 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8528632 nChanged 100
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Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8528646 nChanged 84
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Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8528679 nChanged 89
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Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8528700 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8528707 nChanged 90
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Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8528741 nChanged 93
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Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8528767 nChanged 102
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Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8528771 nChanged 84
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Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8528780 nChanged 84
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Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8528808 nChanged 91
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Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8528830 nChanged 96
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Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8528849 nChanged 94
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Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8528871 nChanged 93
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Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8528889 nChanged 92
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Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8528888 nChanged 106
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Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8528907 nChanged 103
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Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8528949 nChanged 104
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Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8528964 nChanged 114
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Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8528968 nChanged 117
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Mstep: Class 1 contains 39089 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8529018 nChanged 118
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Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -8529049.000000 Penalty: 5326.211426
	Iteration 78Q: 3 clusters Score -8529049 nChanged 118
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Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -8529092.000000 Penalty: 5326.211426
	Iteration 80F: 3 clusters Score -8529092 nChanged 91
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Mstep: Class 1 contains 39525 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8529142 nChanged 93
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Mstep: Class 1 contains 39712 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8529169 nChanged 104
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39932 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8529209 nChanged 117
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Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8529258 nChanged 95
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40234 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8529351 nChanged 87
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8529396 nChanged 68
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8529397 nChanged 66
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Mstep: Class 1 contains 40675 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8529414 nChanged 51
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Mstep: Class 1 contains 40726 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40787 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8529425 nChanged 48
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Mstep: Class 1 contains 40835 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8529482 nChanged 67
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Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8529496 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -8529510.000000 Penalty: 5326.211426
	Iteration 100F: 3 clusters Score -8529510 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41089 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8529543 nChanged 61
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8529574 nChanged 57
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8529580 nChanged 48
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8529591 nChanged 67
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8529629 nChanged 69
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8529691 nChanged 65
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8529712 nChanged 73
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	Iteration 110Q: 3 clusters Score -8529724 nChanged 79
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8529767 nChanged 71
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8529763 nChanged 71
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8529796 nChanged 72
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8529831 nChanged 71
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8529824 nChanged 77
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8529861 nChanged 88
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8529883 nChanged 88
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8529896 nChanged 93
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8529911 nChanged 88
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8529966 nChanged 98
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8529995 nChanged 106
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8529994 nChanged 86
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	Iteration 126Q: 3 clusters Score -8530011 nChanged 86
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8530005 nChanged 93
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8530016 nChanged 106
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8530021 nChanged 109
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	Iteration 131Q: 3 clusters Score -8530042 nChanged 104
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	Iteration 132Q: 3 clusters Score -8530035 nChanged 103
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	Iteration 133Q: 3 clusters Score -8530026 nChanged 83
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	Iteration 134Q: 3 clusters Score -8530019 nChanged 76
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	Iteration 135Q: 3 clusters Score -8530014 nChanged 80
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8530018 nChanged 84
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	Iteration 137Q: 3 clusters Score -8530004 nChanged 92
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	Iteration 138Q: 3 clusters Score -8529997 nChanged 70
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	Iteration 139Q: 3 clusters Score -8530014 nChanged 62
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8530004 nChanged 68
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8529992 nChanged 56
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	Iteration 142Q: 3 clusters Score -8529988 nChanged 57
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	Iteration 143Q: 3 clusters Score -8529984 nChanged 57
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	Iteration 144Q: 3 clusters Score -8529967 nChanged 54
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8529938 nChanged 51
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	Iteration 146Q: 3 clusters Score -8529938 nChanged 46
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	Iteration 147Q: 3 clusters Score -8529942 nChanged 40
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	Iteration 148Q: 3 clusters Score -8529936 nChanged 39
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Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8529954.000000 Penalty: 5326.211426
	Iteration 149Q: 3 clusters Score -8529954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8529960.000000 Penalty: 5326.211426
	Iteration 150Q: 3 clusters Score -8529960 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8529928.000000 Penalty: 5326.211426
	Iteration 151Q: 3 clusters Score -8529928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8529914.000000 Penalty: 5326.211426
	Iteration 152Q: 3 clusters Score -8529914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8529903.000000 Penalty: 5326.211426
	Iteration 153Q: 3 clusters Score -8529903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8529884.000000 Penalty: 5326.211426
	Iteration 154Q: 3 clusters Score -8529884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8529877.000000 Penalty: 5326.211426
	Iteration 155Q: 3 clusters Score -8529877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8529879.000000 Penalty: 5326.211426
	Iteration 156Q: 3 clusters Score -8529879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8529871.000000 Penalty: 5326.211426
	Iteration 157Q: 3 clusters Score -8529871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8529866.000000 Penalty: 5326.211426
	Iteration 158Q: 3 clusters Score -8529866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8529856.000000 Penalty: 5326.211426
	Iteration 159Q: 3 clusters Score -8529856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8529862.000000 Penalty: 5326.211426
	Iteration 160F: 3 clusters Score -8529862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8529859.000000 Penalty: 5326.211426
	Iteration 161Q: 3 clusters Score -8529859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8529868.000000 Penalty: 5326.211426
	Iteration 162Q: 3 clusters Score -8529868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8529854.000000 Penalty: 5326.211426
	Iteration 163Q: 3 clusters Score -8529854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8529827.000000 Penalty: 5326.211426
	Iteration 164Q: 3 clusters Score -8529827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8529835.000000 Penalty: 5326.211426
	Iteration 165Q: 3 clusters Score -8529835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8529845.000000 Penalty: 5326.211426
	Iteration 166Q: 3 clusters Score -8529845 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8529850.000000 Penalty: 5326.211426
	Iteration 167Q: 3 clusters Score -8529850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8529835.000000 Penalty: 5326.211426
	Iteration 168Q: 3 clusters Score -8529835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8529828.000000 Penalty: 5326.211426
	Iteration 169Q: 3 clusters Score -8529828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8529825.000000 Penalty: 5326.211426
	Iteration 170Q: 3 clusters Score -8529825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8529823.000000 Penalty: 5326.211426
	Iteration 171Q: 3 clusters Score -8529823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8529826.000000 Penalty: 5326.211426
	Iteration 172Q: 3 clusters Score -8529826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8529829.000000 Penalty: 5326.211426
	Iteration 173Q: 3 clusters Score -8529829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8529830.000000 Penalty: 5326.211426
	Iteration 174Q: 3 clusters Score -8529830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8529830.000000 Penalty: 5326.211426
	Iteration 175Q: 3 clusters Score -8529830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8529835.000000 Penalty: 5326.211426
	Iteration 176Q: 3 clusters Score -8529835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8529836.000000 Penalty: 5326.211426
	Iteration 177Q: 3 clusters Score -8529836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8529837.000000 Penalty: 5326.211426
	Iteration 178Q: 3 clusters Score -8529837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8529836.000000 Penalty: 5326.211426
	Iteration 179Q: 3 clusters Score -8529836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8529829.000000 Penalty: 5326.211426
	Iteration 180F: 3 clusters Score -8529829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8529821.000000 Penalty: 5326.211426
	Iteration 181Q: 3 clusters Score -8529821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8529814.000000 Penalty: 5326.211426
	Iteration 182Q: 3 clusters Score -8529814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8529817.000000 Penalty: 5326.211426
	Iteration 183Q: 3 clusters Score -8529817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8529814.000000 Penalty: 5326.211426
	Iteration 184Q: 3 clusters Score -8529814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8529816.000000 Penalty: 5326.211426
	Iteration 185Q: 3 clusters Score -8529816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8529807.000000 Penalty: 5326.211426
	Iteration 186Q: 3 clusters Score -8529807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8529810.000000 Penalty: 5326.211426
	Iteration 187Q: 3 clusters Score -8529810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8529818.000000 Penalty: 5326.211426
	Iteration 188Q: 3 clusters Score -8529818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8529813.000000 Penalty: 5326.211426
	Iteration 189Q: 3 clusters Score -8529813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8529813.000000 Penalty: 5326.211426
	Iteration 190F: 3 clusters Score -8529813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -86238.093750 Penalty: 1535.705811
	Iteration 0F: 2 clusters Score -86238.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -84757.476562 Penalty: 3071.411621
	Iteration 0F: 3 clusters Score -84757.48 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -84915.781250 Penalty: 3071.411621
	Iteration 1F: 3 clusters Score -84915.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84968.539062 Penalty: 3071.411621
	Iteration 2Q: 3 clusters Score -84968.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85002.546875 Penalty: 3071.411621
	Iteration 3Q: 3 clusters Score -85002.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85008.015625 Penalty: 3071.411621
	Iteration 4Q: 3 clusters Score -85008.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85008.015625 Penalty: 3071.411621
	Iteration 5F: 3 clusters Score -85008.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Entering Unmasked Estep 
Score: -8269203.000000 Penalty: 2655.489014
	Iteration 0F: 2 clusters Score -8269203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -8240012.000000 Penalty: 5310.978027
	Iteration 0F: 3 clusters Score -8240012 nChanged 20525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -8251152.500000 Penalty: 5310.978027
	Iteration 1F: 3 clusters Score -8251152 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -8251611.000000 Penalty: 5310.978027
	Iteration 2Q: 3 clusters Score -8251611 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -8252133.500000 Penalty: 5310.978027
	Iteration 3Q: 3 clusters Score -8252134 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -8252633.500000 Penalty: 5310.978027
	Iteration 4Q: 3 clusters Score -8252634 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -8253156.500000 Penalty: 5310.978027
	Iteration 5Q: 3 clusters Score -8253156 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -8253954.000000 Penalty: 5310.978027
	Iteration 6Q: 3 clusters Score -8253954 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -8255034.500000 Penalty: 5310.978027
	Iteration 7Q: 3 clusters Score -8255034 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -8256689.000000 Penalty: 5310.978027
	Iteration 8F: 3 clusters Score -8256689 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -8258898.500000 Penalty: 5310.978027
	Iteration 9F: 3 clusters Score -8258898 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -8261057.000000 Penalty: 5310.978027
	Iteration 10F: 3 clusters Score -8261057 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -8262277.000000 Penalty: 5310.978027
	Iteration 11F: 3 clusters Score -8262277 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -8262729.500000 Penalty: 5310.978027
	Iteration 12Q: 3 clusters Score -8262730 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -8262990.500000 Penalty: 5310.978027
	Iteration 13Q: 3 clusters Score -8262990 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -8263103.500000 Penalty: 5310.978027
	Iteration 14Q: 3 clusters Score -8263104 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -8263271.500000 Penalty: 5310.978027
	Iteration 15Q: 3 clusters Score -8263272 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -8263387.500000 Penalty: 5310.978027
	Iteration 16Q: 3 clusters Score -8263388 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -8263485.000000 Penalty: 5310.978027
	Iteration 17Q: 3 clusters Score -8263485 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -8263582.000000 Penalty: 5310.978027
	Iteration 18Q: 3 clusters Score -8263582 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -8263687.000000 Penalty: 5310.978027
	Iteration 19Q: 3 clusters Score -8263687 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -8263763.500000 Penalty: 5310.978027
	Iteration 20F: 3 clusters Score -8263764 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -8263831.500000 Penalty: 5310.978027
	Iteration 21Q: 3 clusters Score -8263832 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -8263889.500000 Penalty: 5310.978027
	Iteration 22Q: 3 clusters Score -8263890 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -8263955.000000 Penalty: 5310.978027
	Iteration 23Q: 3 clusters Score -8263955 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -8264008.500000 Penalty: 5310.978027
	Iteration 24Q: 3 clusters Score -8264008 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -8264032.500000 Penalty: 5310.978027
	Iteration 25Q: 3 clusters Score -8264032 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -8264088.000000 Penalty: 5310.978027
	Iteration 26Q: 3 clusters Score -8264088 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -8264121.000000 Penalty: 5310.978027
	Iteration 27Q: 3 clusters Score -8264121 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -8264163.500000 Penalty: 5310.978027
	Iteration 28Q: 3 clusters Score -8264164 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -8264193.500000 Penalty: 5310.978027
	Iteration 29Q: 3 clusters Score -8264194 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -8264212.500000 Penalty: 5310.978027
	Iteration 30Q: 3 clusters Score -8264212 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -8264202.500000 Penalty: 5310.978027
	Iteration 31Q: 3 clusters Score -8264202 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -8264197.000000 Penalty: 5310.978027
	Iteration 32Q: 3 clusters Score -8264197 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -8264218.500000 Penalty: 5310.978027
	Iteration 33Q: 3 clusters Score -8264218 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -8264237.000000 Penalty: 5310.978027
	Iteration 34Q: 3 clusters Score -8264237 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -8264279.500000 Penalty: 5310.978027
	Iteration 35Q: 3 clusters Score -8264280 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -8264293.000000 Penalty: 5310.978027
	Iteration 36Q: 3 clusters Score -8264293 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -8264314.500000 Penalty: 5310.978027
	Iteration 37Q: 3 clusters Score -8264314 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -8264321.500000 Penalty: 5310.978027
	Iteration 38Q: 3 clusters Score -8264322 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -8264328.000000 Penalty: 5310.978027
	Iteration 39Q: 3 clusters Score -8264328 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -8264360.000000 Penalty: 5310.978027
	Iteration 40F: 3 clusters Score -8264360 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -8264375.000000 Penalty: 5310.978027
	Iteration 41Q: 3 clusters Score -8264375 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -8264361.500000 Penalty: 5310.978027
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Mstep: Class 1 contains 15353 members 
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Mstep: Class 1 contains 15291 members 
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Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 29475 members 
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Mstep: Class 1 contains 15140 members 
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Mstep: Class 1 contains 15075 members 
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Mstep: Class 2 contains 29836 members 
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Mstep: Class 2 contains 30042 members 
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Mstep: Class 2 contains 34340 members 
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Mstep: Class 1 contains 9953 members 
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	Iteration 220F: 3 clusters Score -8267278 nChanged 24
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	Iteration 227Q: 3 clusters Score -8267276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8267281.000000 Penalty: 5310.978027
	Iteration 228Q: 3 clusters Score -8267281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -8267285.000000 Penalty: 5310.978027
	Iteration 229Q: 3 clusters Score -8267285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -8267287.500000 Penalty: 5310.978027
	Iteration 230Q: 3 clusters Score -8267288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -8267301.500000 Penalty: 5310.978027
	Iteration 231Q: 3 clusters Score -8267302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -8267297.500000 Penalty: 5310.978027
	Iteration 232Q: 3 clusters Score -8267298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -8267298.500000 Penalty: 5310.978027
	Iteration 233Q: 3 clusters Score -8267298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -8267294.500000 Penalty: 5310.978027
	Iteration 234Q: 3 clusters Score -8267294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -8267289.500000 Penalty: 5310.978027
	Iteration 235Q: 3 clusters Score -8267290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -8267293.000000 Penalty: 5310.978027
	Iteration 236Q: 3 clusters Score -8267293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -8267288.500000 Penalty: 5310.978027
	Iteration 237Q: 3 clusters Score -8267288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8267291.000000 Penalty: 5310.978027
	Iteration 238Q: 3 clusters Score -8267291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8267290.000000 Penalty: 5310.978027
	Iteration 239Q: 3 clusters Score -8267290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8267290.000000 Penalty: 5310.978027
	Iteration 240F: 3 clusters Score -8267290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8267295.500000 Penalty: 5310.978027
	Iteration 241Q: 3 clusters Score -8267296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -8267293.500000 Penalty: 5310.978027
	Iteration 242Q: 3 clusters Score -8267294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -8267283.500000 Penalty: 5310.978027
	Iteration 243Q: 3 clusters Score -8267284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -8267285.000000 Penalty: 5310.978027
	Iteration 244Q: 3 clusters Score -8267285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -8267295.000000 Penalty: 5310.978027
	Iteration 245Q: 3 clusters Score -8267295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -8267295.000000 Penalty: 5310.978027
	Iteration 246F: 3 clusters Score -8267295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Entering Unmasked Estep 
Score: -8669648.000000 Penalty: 2667.331055
	Iteration 0F: 2 clusters Score -8669648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -8639662.000000 Penalty: 5334.662109
	Iteration 0F: 3 clusters Score -8639662 nChanged 21724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -8651505.000000 Penalty: 5334.662109
	Iteration 1F: 3 clusters Score -8651505 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -8652073.000000 Penalty: 5334.662109
	Iteration 2Q: 3 clusters Score -8652073 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -8652621.000000 Penalty: 5334.662109
	Iteration 3Q: 3 clusters Score -8652621 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -8653200.000000 Penalty: 5334.662109
	Iteration 4Q: 3 clusters Score -8653200 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -8653989.000000 Penalty: 5334.662109
	Iteration 5Q: 3 clusters Score -8653989 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -8654823.000000 Penalty: 5334.662109
	Iteration 6Q: 3 clusters Score -8654823 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -8655904.000000 Penalty: 5334.662109
	Iteration 7Q: 3 clusters Score -8655904 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -8657151.000000 Penalty: 5334.662109
	Iteration 8Q: 3 clusters Score -8657151 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -8658601.000000 Penalty: 5334.662109
	Iteration 9Q: 3 clusters Score -8658601 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -8660174.000000 Penalty: 5334.662109
	Iteration 10Q: 3 clusters Score -8660174 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -8661730.000000 Penalty: 5334.662109
	Iteration 11Q: 3 clusters Score -8661730 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -8663090.000000 Penalty: 5334.662109
	Iteration 12Q: 3 clusters Score -8663090 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -8664176.000000 Penalty: 5334.662109
	Iteration 13Q: 3 clusters Score -8664176 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -8664995.000000 Penalty: 5334.662109
	Iteration 14Q: 3 clusters Score -8664995 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -8665653.000000 Penalty: 5334.662109
	Iteration 15Q: 3 clusters Score -8665653 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -8666215.000000 Penalty: 5334.662109
	Iteration 16Q: 3 clusters Score -8666215 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -8666679.000000 Penalty: 5334.662109
	Iteration 17Q: 3 clusters Score -8666679 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -8666986.000000 Penalty: 5334.662109
	Iteration 18Q: 3 clusters Score -8666986 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -8667165.000000 Penalty: 5334.662109
	Iteration 19Q: 3 clusters Score -8667165 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -8667266.000000 Penalty: 5334.662109
	Iteration 20F: 3 clusters Score -8667266 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -8667336.000000 Penalty: 5334.662109
	Iteration 21Q: 3 clusters Score -8667336 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8667397.000000 Penalty: 5334.662109
	Iteration 22Q: 3 clusters Score -8667397 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8667446.000000 Penalty: 5334.662109
	Iteration 23Q: 3 clusters Score -8667446 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8667494.000000 Penalty: 5334.662109
	Iteration 24Q: 3 clusters Score -8667494 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8667498.000000 Penalty: 5334.662109
	Iteration 25Q: 3 clusters Score -8667498 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8667529.000000 Penalty: 5334.662109
	Iteration 26Q: 3 clusters Score -8667529 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8667541.000000 Penalty: 5334.662109
	Iteration 27Q: 3 clusters Score -8667541 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8667536.000000 Penalty: 5334.662109
	Iteration 28Q: 3 clusters Score -8667536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8667548.000000 Penalty: 5334.662109
	Iteration 29Q: 3 clusters Score -8667548 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8667565.000000 Penalty: 5334.662109
	Iteration 30Q: 3 clusters Score -8667565 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8667592.000000 Penalty: 5334.662109
	Iteration 31Q: 3 clusters Score -8667592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8667602.000000 Penalty: 5334.662109
	Iteration 32Q: 3 clusters Score -8667602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8667611.000000 Penalty: 5334.662109
	Iteration 33Q: 3 clusters Score -8667611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8667634.000000 Penalty: 5334.662109
	Iteration 34Q: 3 clusters Score -8667634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8667648.000000 Penalty: 5334.662109
	Iteration 35Q: 3 clusters Score -8667648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -8667652.000000 Penalty: 5334.662109
	Iteration 36Q: 3 clusters Score -8667652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8667664.000000 Penalty: 5334.662109
	Iteration 37Q: 3 clusters Score -8667664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8667669.000000 Penalty: 5334.662109
	Iteration 38Q: 3 clusters Score -8667669 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8667684.000000 Penalty: 5334.662109
	Iteration 39Q: 3 clusters Score -8667684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8667699.000000 Penalty: 5334.662109
	Iteration 40F: 3 clusters Score -8667699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8667692.000000 Penalty: 5334.662109
	Iteration 41Q: 3 clusters Score -8667692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8667690.000000 Penalty: 5334.662109
	Iteration 42Q: 3 clusters Score -8667690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8667686.000000 Penalty: 5334.662109
	Iteration 43Q: 3 clusters Score -8667686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8667698.000000 Penalty: 5334.662109
	Iteration 44Q: 3 clusters Score -8667698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8667704.000000 Penalty: 5334.662109
	Iteration 45Q: 3 clusters Score -8667704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8667695.000000 Penalty: 5334.662109
	Iteration 46Q: 3 clusters Score -8667695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8667701.000000 Penalty: 5334.662109
	Iteration 47Q: 3 clusters Score -8667701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8667700.000000 Penalty: 5334.662109
	Iteration 48Q: 3 clusters Score -8667700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8667704.000000 Penalty: 5334.662109
	Iteration 49Q: 3 clusters Score -8667704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8667710.000000 Penalty: 5334.662109
	Iteration 50Q: 3 clusters Score -8667710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8667714.000000 Penalty: 5334.662109
	Iteration 51Q: 3 clusters Score -8667714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8667706.000000 Penalty: 5334.662109
	Iteration 52Q: 3 clusters Score -8667706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8667711.000000 Penalty: 5334.662109
	Iteration 53Q: 3 clusters Score -8667711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8667717.000000 Penalty: 5334.662109
	Iteration 54Q: 3 clusters Score -8667717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8667713.000000 Penalty: 5334.662109
	Iteration 55Q: 3 clusters Score -8667713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8667716.000000 Penalty: 5334.662109
	Iteration 56Q: 3 clusters Score -8667716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8667723.000000 Penalty: 5334.662109
	Iteration 57Q: 3 clusters Score -8667723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8667723.000000 Penalty: 5334.662109
	Iteration 58Q: 3 clusters Score -8667723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8667727.000000 Penalty: 5334.662109
	Iteration 59Q: 3 clusters Score -8667727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8667726.000000 Penalty: 5334.662109
	Iteration 60F: 3 clusters Score -8667726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8667727.000000 Penalty: 5334.662109
	Iteration 61Q: 3 clusters Score -8667727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8667735.000000 Penalty: 5334.662109
	Iteration 62Q: 3 clusters Score -8667735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8667735.000000 Penalty: 5334.662109
	Iteration 63Q: 3 clusters Score -8667735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8667734.000000 Penalty: 5334.662109
	Iteration 64Q: 3 clusters Score -8667734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8667737.000000 Penalty: 5334.662109
	Iteration 65Q: 3 clusters Score -8667737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8667741.000000 Penalty: 5334.662109
	Iteration 66Q: 3 clusters Score -8667741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8667744.000000 Penalty: 5334.662109
	Iteration 67Q: 3 clusters Score -8667744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8667741.000000 Penalty: 5334.662109
	Iteration 68Q: 3 clusters Score -8667741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8667730.000000 Penalty: 5334.662109
	Iteration 69Q: 3 clusters Score -8667730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8667736.000000 Penalty: 5334.662109
	Iteration 70Q: 3 clusters Score -8667736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8667736.000000 Penalty: 5334.662109
	Iteration 71F: 3 clusters Score -8667736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -74215.234375 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -74215.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72806.226562 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -72806.23 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -73024.242188 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -73024.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -73096.093750 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -73096.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73135.890625 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -73135.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73162.898438 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -73162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -73172.484375 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -73172.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73179.234375 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -73179.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73185.484375 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -73185.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73185.484375 Penalty: 3020.166260
	Iteration 8F: 3 clusters Score -73185.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Entering Unmasked Estep 
Score: -9958193.000000 Penalty: 2699.889648
	Iteration 0F: 2 clusters Score -9958193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -9929047.000000 Penalty: 5399.779297
	Iteration 0F: 3 clusters Score -9929047 nChanged 24980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -9942801.000000 Penalty: 5399.779297
	Iteration 1F: 3 clusters Score -9942801 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -9943275.000000 Penalty: 5399.779297
	Iteration 2Q: 3 clusters Score -9943275 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -9943752.000000 Penalty: 5399.779297
	Iteration 3Q: 3 clusters Score -9943752 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -9944170.000000 Penalty: 5399.779297
	Iteration 4Q: 3 clusters Score -9944170 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -9944704.000000 Penalty: 5399.779297
	Iteration 5Q: 3 clusters Score -9944704 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -9945403.000000 Penalty: 5399.779297
	Iteration 6Q: 3 clusters Score -9945403 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -9946454.000000 Penalty: 5399.779297
	Iteration 7Q: 3 clusters Score -9946454 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -9948061.000000 Penalty: 5399.779297
	Iteration 8F: 3 clusters Score -9948061 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -9950656.000000 Penalty: 5399.779297
	Iteration 9F: 3 clusters Score -9950656 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -9953753.000000 Penalty: 5399.779297
	Iteration 10F: 3 clusters Score -9953753 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -9955709.000000 Penalty: 5399.779297
	Iteration 11F: 3 clusters Score -9955709 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -9955877.000000 Penalty: 5399.779297
	Iteration 12F: 3 clusters Score -9955877 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9955845.000000 Penalty: 5399.779297
	Iteration 13Q: 3 clusters Score -9955845 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9955849.000000 Penalty: 5399.779297
	Iteration 14Q: 3 clusters Score -9955849 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9955889.000000 Penalty: 5399.779297
	Iteration 15Q: 3 clusters Score -9955889 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9955925.000000 Penalty: 5399.779297
	Iteration 16Q: 3 clusters Score -9955925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9955951.000000 Penalty: 5399.779297
	Iteration 17Q: 3 clusters Score -9955951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9955971.000000 Penalty: 5399.779297
	Iteration 18Q: 3 clusters Score -9955971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53213 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9955987.000000 Penalty: 5399.779297
	Iteration 19Q: 3 clusters Score -9955987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9955992.000000 Penalty: 5399.779297
	Iteration 20F: 3 clusters Score -9955992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9955992.000000 Penalty: 5399.779297
	Iteration 21Q: 3 clusters Score -9955992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9955992.000000 Penalty: 5399.779297
	Iteration 22Q: 3 clusters Score -9955992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9955986.000000 Penalty: 5399.779297
	Iteration 23Q: 3 clusters Score -9955986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9956001.000000 Penalty: 5399.779297
	Iteration 24Q: 3 clusters Score -9956001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9956005.000000 Penalty: 5399.779297
	Iteration 25Q: 3 clusters Score -9956005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9956018.000000 Penalty: 5399.779297
	Iteration 26Q: 3 clusters Score -9956018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53233 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9956022.000000 Penalty: 5399.779297
	Iteration 27Q: 3 clusters Score -9956022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9956020.000000 Penalty: 5399.779297
	Iteration 28Q: 3 clusters Score -9956020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9956020.000000 Penalty: 5399.779297
	Iteration 29Q: 3 clusters Score -9956020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9956020.000000 Penalty: 5399.779297
	Iteration 30F: 3 clusters Score -9956020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -93225.015625 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -93225.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -91688.375000 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -91688.38 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -91930.625000 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -91930.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92004.554688 Penalty: 3116.930664
	Iteration 2Q: 3 clusters Score -92004.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92032.703125 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -92032.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -92050.375000 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -92050.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92058.437500 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -92058.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92062.492188 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -92062.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92062.492188 Penalty: 3116.930664
	Iteration 7F: 3 clusters Score -92062.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -112885.101562 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -112885.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -111108.367188 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -111108.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -111573.515625 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -111573.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -111740.757812 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -111740.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111910.039062 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -111910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -112107.906250 Penalty: 3365.090820
	Iteration 4F: 3 clusters Score -112107.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112330.093750 Penalty: 3365.090820
	Iteration 5F: 3 clusters Score -112330.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -112545.257812 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -112545.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -112720.914062 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -112720.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112802.484375 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -112802.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -112876.062500 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -112876.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -112892.945312 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -112892.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112917.789062 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -112917.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -112949.312500 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -112949.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -112994.929688 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -112994.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -113020.429688 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -113020.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -113042.265625 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -113042.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -113065.195312 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -113065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -113093.453125 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -113093.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113107.906250 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -113107.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -113131.070312 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -113131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113162.460938 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -113162.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -113186.484375 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -113186.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113200.382812 Penalty: 3365.090820
	Iteration 22Q: 3 clusters Score -113200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -113212.265625 Penalty: 3365.090820
	Iteration 23Q: 3 clusters Score -113212.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -113231.781250 Penalty: 3365.090820
	Iteration 24Q: 3 clusters Score -113231.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -113242.078125 Penalty: 3365.090820
	Iteration 25Q: 3 clusters Score -113242.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113254.335938 Penalty: 3365.090820
	Iteration 26Q: 3 clusters Score -113254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -113280.109375 Penalty: 3365.090820
	Iteration 27Q: 3 clusters Score -113280.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113295.398438 Penalty: 3365.090820
	Iteration 28Q: 3 clusters Score -113295.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -113312.765625 Penalty: 3365.090820
	Iteration 29Q: 3 clusters Score -113312.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113320.609375 Penalty: 3365.090820
	Iteration 30Q: 3 clusters Score -113320.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113334.671875 Penalty: 3365.090820
	Iteration 31Q: 3 clusters Score -113334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113379.835938 Penalty: 3365.090820
	Iteration 32Q: 3 clusters Score -113379.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113379.835938 Penalty: 3365.090820
	Iteration 33F: 3 clusters Score -113379.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 43626 members 
Mstep: Class 3 contains 47636 members 
Mstep: Class 4 contains 44871 members 
Mstep: Class 5 contains 53162 members 
Mstep: Class 6 contains 46924 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 46089 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 44695 members 
Mstep: Class 11 contains 46881 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53458 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 413 members 
Mstep: Class 16 contains 43025 members 
Mstep: Class 17 contains 42148 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47488 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47286 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48998 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 471 members 
Entering Unmasked Estep 
Score: -126906224.000000 Penalty: 83433.343750
Splitting cluster 15 changes total score from -126907560.000000 to -126906224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (43025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Entering Unmasked Estep 
Score: -7938360.500000 Penalty: 2646.045166
	Iteration 0F: 2 clusters Score -7938360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -7909719.000000 Penalty: 5292.090332
	Iteration 0F: 3 clusters Score -7909719 nChanged 19776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -7920474.500000 Penalty: 5292.090332
	Iteration 1F: 3 clusters Score -7920474 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -7920976.000000 Penalty: 5292.090332
	Iteration 2Q: 3 clusters Score -7920976 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -7921685.500000 Penalty: 5292.090332
	Iteration 3Q: 3 clusters Score -7921686 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -7922813.500000 Penalty: 5292.090332
	Iteration 4Q: 3 clusters Score -7922814 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -7924718.500000 Penalty: 5292.090332
	Iteration 5F: 3 clusters Score -7924718 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -7927659.000000 Penalty: 5292.090332
	Iteration 6F: 3 clusters Score -7927659 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -7931154.000000 Penalty: 5292.090332
	Iteration 7F: 3 clusters Score -7931154 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -7934034.500000 Penalty: 5292.090332
	Iteration 8F: 3 clusters Score -7934034 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7935856.000000 Penalty: 5292.090332
	Iteration 9Q: 3 clusters Score -7935856 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7936677.000000 Penalty: 5292.090332
	Iteration 10Q: 3 clusters Score -7936677 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7936984.500000 Penalty: 5292.090332
	Iteration 11Q: 3 clusters Score -7936984 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7937109.500000 Penalty: 5292.090332
	Iteration 12Q: 3 clusters Score -7937110 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7937161.000000 Penalty: 5292.090332
	Iteration 13Q: 3 clusters Score -7937161 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7937190.000000 Penalty: 5292.090332
	Iteration 14Q: 3 clusters Score -7937190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7937214.500000 Penalty: 5292.090332
	Iteration 15Q: 3 clusters Score -7937214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -7937223.000000 Penalty: 5292.090332
	Iteration 16Q: 3 clusters Score -7937223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7937226.500000 Penalty: 5292.090332
	Iteration 17Q: 3 clusters Score -7937226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7937225.500000 Penalty: 5292.090332
	Iteration 18Q: 3 clusters Score -7937226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7937229.000000 Penalty: 5292.090332
	Iteration 19Q: 3 clusters Score -7937229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7937221.500000 Penalty: 5292.090332
	Iteration 20F: 3 clusters Score -7937222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7937214.000000 Penalty: 5292.090332
	Iteration 21Q: 3 clusters Score -7937214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7937209.500000 Penalty: 5292.090332
	Iteration 22Q: 3 clusters Score -7937210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7937216.000000 Penalty: 5292.090332
	Iteration 23Q: 3 clusters Score -7937216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7937215.000000 Penalty: 5292.090332
	Iteration 24Q: 3 clusters Score -7937215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7937212.000000 Penalty: 5292.090332
	Iteration 25Q: 3 clusters Score -7937212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7937211.500000 Penalty: 5292.090332
	Iteration 26Q: 3 clusters Score -7937212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7937215.500000 Penalty: 5292.090332
	Iteration 27Q: 3 clusters Score -7937216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7937215.500000 Penalty: 5292.090332
	Iteration 28Q: 3 clusters Score -7937216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7937220.000000 Penalty: 5292.090332
	Iteration 29Q: 3 clusters Score -7937220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7937221.500000 Penalty: 5292.090332
	Iteration 30Q: 3 clusters Score -7937222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7937218.500000 Penalty: 5292.090332
	Iteration 31Q: 3 clusters Score -7937218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7937217.000000 Penalty: 5292.090332
	Iteration 32Q: 3 clusters Score -7937217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7937217.000000 Penalty: 5292.090332
	Iteration 33Q: 3 clusters Score -7937217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7937218.000000 Penalty: 5292.090332
	Iteration 34Q: 3 clusters Score -7937218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7937225.000000 Penalty: 5292.090332
	Iteration 35Q: 3 clusters Score -7937225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7937224.000000 Penalty: 5292.090332
	Iteration 36Q: 3 clusters Score -7937224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7937224.000000 Penalty: 5292.090332
	Iteration 37F: 3 clusters Score -7937224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Entering Unmasked Estep 
Score: -7801991.500000 Penalty: 2640.937744
	Iteration 0F: 2 clusters Score -7801992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -7774172.500000 Penalty: 5281.875488
	Iteration 0F: 3 clusters Score -7774172 nChanged 19319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -7784731.500000 Penalty: 5281.875488
	Iteration 1F: 3 clusters Score -7784732 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -7785283.000000 Penalty: 5281.875488
	Iteration 2Q: 3 clusters Score -7785283 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -7785912.000000 Penalty: 5281.875488
	Iteration 3Q: 3 clusters Score -7785912 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -7786646.500000 Penalty: 5281.875488
	Iteration 4Q: 3 clusters Score -7786646 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -7787687.500000 Penalty: 5281.875488
	Iteration 5Q: 3 clusters Score -7787688 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -7789256.000000 Penalty: 5281.875488
	Iteration 6F: 3 clusters Score -7789256 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -7791227.000000 Penalty: 5281.875488
	Iteration 7F: 3 clusters Score -7791227 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -7793634.500000 Penalty: 5281.875488
	Iteration 8F: 3 clusters Score -7793634 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -7795857.000000 Penalty: 5281.875488
	Iteration 9F: 3 clusters Score -7795857 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -7797433.000000 Penalty: 5281.875488
	Iteration 10Q: 3 clusters Score -7797433 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7798411.000000 Penalty: 5281.875488
	Iteration 11Q: 3 clusters Score -7798411 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7798904.000000 Penalty: 5281.875488
	Iteration 12Q: 3 clusters Score -7798904 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7799157.000000 Penalty: 5281.875488
	Iteration 13Q: 3 clusters Score -7799157 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7799320.000000 Penalty: 5281.875488
	Iteration 14Q: 3 clusters Score -7799320 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7799440.000000 Penalty: 5281.875488
	Iteration 15Q: 3 clusters Score -7799440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7799564.500000 Penalty: 5281.875488
	Iteration 16Q: 3 clusters Score -7799564 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7799614.000000 Penalty: 5281.875488
	Iteration 17Q: 3 clusters Score -7799614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7799657.000000 Penalty: 5281.875488
	Iteration 18Q: 3 clusters Score -7799657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7799680.000000 Penalty: 5281.875488
	Iteration 19Q: 3 clusters Score -7799680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7799690.500000 Penalty: 5281.875488
	Iteration 20F: 3 clusters Score -7799690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7799697.000000 Penalty: 5281.875488
	Iteration 21Q: 3 clusters Score -7799697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7799703.500000 Penalty: 5281.875488
	Iteration 22Q: 3 clusters Score -7799704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7799703.500000 Penalty: 5281.875488
	Iteration 23Q: 3 clusters Score -7799704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7799709.000000 Penalty: 5281.875488
	Iteration 24Q: 3 clusters Score -7799709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7799729.000000 Penalty: 5281.875488
	Iteration 25Q: 3 clusters Score -7799729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7799741.500000 Penalty: 5281.875488
	Iteration 26Q: 3 clusters Score -7799742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7799744.000000 Penalty: 5281.875488
	Iteration 27Q: 3 clusters Score -7799744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7799754.500000 Penalty: 5281.875488
	Iteration 28Q: 3 clusters Score -7799754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7799758.000000 Penalty: 5281.875488
	Iteration 29Q: 3 clusters Score -7799758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7799774.000000 Penalty: 5281.875488
	Iteration 30Q: 3 clusters Score -7799774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7799774.000000 Penalty: 5281.875488
	Iteration 31Q: 3 clusters Score -7799774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7799780.000000 Penalty: 5281.875488
	Iteration 32Q: 3 clusters Score -7799780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7799784.500000 Penalty: 5281.875488
	Iteration 33Q: 3 clusters Score -7799784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7799793.000000 Penalty: 5281.875488
	Iteration 34Q: 3 clusters Score -7799793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7799792.500000 Penalty: 5281.875488
	Iteration 35Q: 3 clusters Score -7799792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7799799.500000 Penalty: 5281.875488
	Iteration 36Q: 3 clusters Score -7799800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7799805.000000 Penalty: 5281.875488
	Iteration 37Q: 3 clusters Score -7799805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7799811.500000 Penalty: 5281.875488
	Iteration 38Q: 3 clusters Score -7799812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7799812.500000 Penalty: 5281.875488
	Iteration 39Q: 3 clusters Score -7799812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7799811.000000 Penalty: 5281.875488
	Iteration 40F: 3 clusters Score -7799811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7799814.500000 Penalty: 5281.875488
	Iteration 41Q: 3 clusters Score -7799814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7799815.000000 Penalty: 5281.875488
	Iteration 42Q: 3 clusters Score -7799815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7799812.000000 Penalty: 5281.875488
	Iteration 43Q: 3 clusters Score -7799812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7799812.000000 Penalty: 5281.875488
	Iteration 44F: 3 clusters Score -7799812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -86013.203125 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -86013.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84538.015625 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -84538.02 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -84783.664062 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -84783.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -84866.085938 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -84866.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84904.984375 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -84904.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84936.796875 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -84936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84970.460938 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -84970.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85016.796875 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -85016.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85094.335938 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -85094.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85132.828125 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -85132.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85186.179688 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -85186.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85239.671875 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -85239.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85268.945312 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -85268.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85292.523438 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -85292.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -85308.585938 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -85308.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85317.203125 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -85317.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85326.718750 Penalty: 3140.425049
	Iteration 15Q: 3 clusters Score -85326.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85328.625000 Penalty: 3140.425049
	Iteration 16Q: 3 clusters Score -85328.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85333.453125 Penalty: 3140.425049
	Iteration 17F: 3 clusters Score -85333.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -85364.078125 Penalty: 3140.425049
	Iteration 18Q: 3 clusters Score -85364.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85419.562500 Penalty: 3140.425049
	Iteration 19Q: 3 clusters Score -85419.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85480.031250 Penalty: 3140.425049
	Iteration 20F: 3 clusters Score -85480.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85559.523438 Penalty: 3140.425049
	Iteration 21Q: 3 clusters Score -85559.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85655.906250 Penalty: 3140.425049
	Iteration 22Q: 3 clusters Score -85655.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85749.726562 Penalty: 3140.425049
	Iteration 23Q: 3 clusters Score -85749.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85825.867188 Penalty: 3140.425049
	Iteration 24Q: 3 clusters Score -85825.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85899.062500 Penalty: 3140.425049
	Iteration 25Q: 3 clusters Score -85899.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -85976.062500 Penalty: 3140.425049
	Iteration 26Q: 3 clusters Score -85976.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86020.281250 Penalty: 3140.425049
	Iteration 27Q: 3 clusters Score -86020.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86113.273438 Penalty: 3140.425049
	Iteration 28Q: 3 clusters Score -86113.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86166.695312 Penalty: 3140.425049
	Iteration 29Q: 3 clusters Score -86166.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -86198.460938 Penalty: 3140.425049
	Iteration 30Q: 3 clusters Score -86198.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86216.093750 Penalty: 3140.425049
	Iteration 31Q: 3 clusters Score -86216.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86218.671875 Penalty: 3140.425049
	Iteration 32F: 3 clusters Score -86218.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -86232.179688 Penalty: 3140.425049
	Iteration 33Q: 3 clusters Score -86232.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86234.687500 Penalty: 3140.425049
	Iteration 34Q: 3 clusters Score -86234.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86234.687500 Penalty: 3140.425049
	Iteration 35F: 3 clusters Score -86234.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 43626 members 
Mstep: Class 3 contains 47636 members 
Mstep: Class 4 contains 44871 members 
Mstep: Class 5 contains 53162 members 
Mstep: Class 6 contains 46924 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 46089 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 44695 members 
Mstep: Class 11 contains 46881 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53458 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43025 members 
Mstep: Class 17 contains 42148 members 
Mstep: Class 18 contains 266 members 
Mstep: Class 19 contains 47488 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47286 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48998 members 
Mstep: Class 24 contains 832 members 
Mstep: Class 25 contains 296 members 
Entering Unmasked Estep 
Score: -126905984.000000 Penalty: 83433.343750
Splitting cluster 18 changes total score from -126907560.000000 to -126905984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (47488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Entering Unmasked Estep 
Score: -8686520.000000 Penalty: 2670.521729
	Iteration 0F: 2 clusters Score -8686520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -8654647.000000 Penalty: 5341.043457
	Iteration 0F: 3 clusters Score -8654647 nChanged 21875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -8666905.000000 Penalty: 5341.043457
	Iteration 1F: 3 clusters Score -8666905 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -8667391.000000 Penalty: 5341.043457
	Iteration 2Q: 3 clusters Score -8667391 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -8667892.000000 Penalty: 5341.043457
	Iteration 3Q: 3 clusters Score -8667892 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -8668476.000000 Penalty: 5341.043457
	Iteration 4Q: 3 clusters Score -8668476 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -8669223.000000 Penalty: 5341.043457
	Iteration 5Q: 3 clusters Score -8669223 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -8670172.000000 Penalty: 5341.043457
	Iteration 6Q: 3 clusters Score -8670172 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -8671582.000000 Penalty: 5341.043457
	Iteration 7Q: 3 clusters Score -8671582 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -8673493.000000 Penalty: 5341.043457
	Iteration 8F: 3 clusters Score -8673493 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -8675643.000000 Penalty: 5341.043457
	Iteration 9F: 3 clusters Score -8675643 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -8677700.000000 Penalty: 5341.043457
	Iteration 10F: 3 clusters Score -8677700 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -8679103.000000 Penalty: 5341.043457
	Iteration 11Q: 3 clusters Score -8679103 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -8680019.000000 Penalty: 5341.043457
	Iteration 12Q: 3 clusters Score -8680019 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -8680608.000000 Penalty: 5341.043457
	Iteration 13Q: 3 clusters Score -8680608 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -8681073.000000 Penalty: 5341.043457
	Iteration 14Q: 3 clusters Score -8681073 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -8681536.000000 Penalty: 5341.043457
	Iteration 15Q: 3 clusters Score -8681536 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -8681937.000000 Penalty: 5341.043457
	Iteration 16Q: 3 clusters Score -8681937 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -8682318.000000 Penalty: 5341.043457
	Iteration 17Q: 3 clusters Score -8682318 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -8682629.000000 Penalty: 5341.043457
	Iteration 18Q: 3 clusters Score -8682629 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -8682937.000000 Penalty: 5341.043457
	Iteration 19Q: 3 clusters Score -8682937 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8683192.000000 Penalty: 5341.043457
	Iteration 20F: 3 clusters Score -8683192 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8683397.000000 Penalty: 5341.043457
	Iteration 21Q: 3 clusters Score -8683397 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8683557.000000 Penalty: 5341.043457
	Iteration 22Q: 3 clusters Score -8683557 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8683704.000000 Penalty: 5341.043457
	Iteration 23Q: 3 clusters Score -8683704 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8683812.000000 Penalty: 5341.043457
	Iteration 24Q: 3 clusters Score -8683812 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8683915.000000 Penalty: 5341.043457
	Iteration 25Q: 3 clusters Score -8683915 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8683973.000000 Penalty: 5341.043457
	Iteration 26Q: 3 clusters Score -8683973 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8684019.000000 Penalty: 5341.043457
	Iteration 27Q: 3 clusters Score -8684019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8684039.000000 Penalty: 5341.043457
	Iteration 28Q: 3 clusters Score -8684039 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8684043.000000 Penalty: 5341.043457
	Iteration 29Q: 3 clusters Score -8684043 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8684056.000000 Penalty: 5341.043457
	Iteration 30Q: 3 clusters Score -8684056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8684064.000000 Penalty: 5341.043457
	Iteration 31Q: 3 clusters Score -8684064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8684078.000000 Penalty: 5341.043457
	Iteration 32Q: 3 clusters Score -8684078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8684085.000000 Penalty: 5341.043457
	Iteration 33Q: 3 clusters Score -8684085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8684103.000000 Penalty: 5341.043457
	Iteration 34Q: 3 clusters Score -8684103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8684108.000000 Penalty: 5341.043457
	Iteration 35Q: 3 clusters Score -8684108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8684121.000000 Penalty: 5341.043457
	Iteration 36Q: 3 clusters Score -8684121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8684121.000000 Penalty: 5341.043457
	Iteration 37Q: 3 clusters Score -8684121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8684132.000000 Penalty: 5341.043457
	Iteration 38Q: 3 clusters Score -8684132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8684140.000000 Penalty: 5341.043457
	Iteration 39Q: 3 clusters Score -8684140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8684141.000000 Penalty: 5341.043457
	Iteration 40F: 3 clusters Score -8684141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8684151.000000 Penalty: 5341.043457
	Iteration 41Q: 3 clusters Score -8684151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8684154.000000 Penalty: 5341.043457
	Iteration 42Q: 3 clusters Score -8684154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8684153.000000 Penalty: 5341.043457
	Iteration 43Q: 3 clusters Score -8684153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8684153.000000 Penalty: 5341.043457
	Iteration 44Q: 3 clusters Score -8684153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8684151.000000 Penalty: 5341.043457
	Iteration 45Q: 3 clusters Score -8684151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8684159.000000 Penalty: 5341.043457
	Iteration 46Q: 3 clusters Score -8684159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8684156.000000 Penalty: 5341.043457
	Iteration 47Q: 3 clusters Score -8684156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8684158.000000 Penalty: 5341.043457
	Iteration 48Q: 3 clusters Score -8684158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8684158.000000 Penalty: 5341.043457
	Iteration 49Q: 3 clusters Score -8684158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8684158.000000 Penalty: 5341.043457
	Iteration 50Q: 3 clusters Score -8684158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8684162.000000 Penalty: 5341.043457
	Iteration 51Q: 3 clusters Score -8684162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8684160.000000 Penalty: 5341.043457
	Iteration 52Q: 3 clusters Score -8684160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8684168.000000 Penalty: 5341.043457
	Iteration 53Q: 3 clusters Score -8684168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8684164.000000 Penalty: 5341.043457
	Iteration 54Q: 3 clusters Score -8684164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8684171.000000 Penalty: 5341.043457
	Iteration 55Q: 3 clusters Score -8684171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8684177.000000 Penalty: 5341.043457
	Iteration 56Q: 3 clusters Score -8684177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8684182.000000 Penalty: 5341.043457
	Iteration 57Q: 3 clusters Score -8684182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8684192.000000 Penalty: 5341.043457
	Iteration 58Q: 3 clusters Score -8684192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8684186.000000 Penalty: 5341.043457
	Iteration 59Q: 3 clusters Score -8684186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8684190.000000 Penalty: 5341.043457
	Iteration 60F: 3 clusters Score -8684190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8684184.000000 Penalty: 5341.043457
	Iteration 61Q: 3 clusters Score -8684184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8684181.000000 Penalty: 5341.043457
	Iteration 62Q: 3 clusters Score -8684181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8684179.000000 Penalty: 5341.043457
	Iteration 63Q: 3 clusters Score -8684179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8684172.000000 Penalty: 5341.043457
	Iteration 64Q: 3 clusters Score -8684172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8684172.000000 Penalty: 5341.043457
	Iteration 65F: 3 clusters Score -8684172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -48002.226562 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -48002.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46706.296875 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -46706.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46960.218750 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -46960.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47090.800781 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -47090.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -47179.832031 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -47179.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47284.125000 Penalty: 3093.239258
	Iteration 4F: 3 clusters Score -47284.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47365.250000 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -47365.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47387.527344 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -47387.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47404.281250 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -47404.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -47423.644531 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -47423.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47427.839844 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -47427.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -47428.781250 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -47428.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47452.234375 Penalty: 3093.239258
	Iteration 11Q: 3 clusters Score -47452.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47466.109375 Penalty: 3093.239258
	Iteration 12Q: 3 clusters Score -47466.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47496.226562 Penalty: 3093.239258
	Iteration 13Q: 3 clusters Score -47496.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47554.285156 Penalty: 3093.239258
	Iteration 14Q: 3 clusters Score -47554.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -47614.718750 Penalty: 3093.239258
	Iteration 15Q: 3 clusters Score -47614.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -47690.507812 Penalty: 3093.239258
	Iteration 16Q: 3 clusters Score -47690.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47795.410156 Penalty: 3093.239258
	Iteration 17Q: 3 clusters Score -47795.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47858.160156 Penalty: 3093.239258
	Iteration 18Q: 3 clusters Score -47858.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47870.531250 Penalty: 3093.239258
	Iteration 19Q: 3 clusters Score -47870.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47892.535156 Penalty: 3093.239258
	Iteration 20F: 3 clusters Score -47892.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47925.906250 Penalty: 3093.239258
	Iteration 21Q: 3 clusters Score -47925.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47925.906250 Penalty: 3093.239258
	Iteration 22F: 3 clusters Score -47925.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Entering Unmasked Estep 
Score: -8780844.000000 Penalty: 2669.464355
	Iteration 0F: 2 clusters Score -8780844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -8751537.000000 Penalty: 5338.928711
	Iteration 0F: 3 clusters Score -8751537 nChanged 21899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8763559.000000 Penalty: 5338.928711
	Iteration 1F: 3 clusters Score -8763559 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -8764191.000000 Penalty: 5338.928711
	Iteration 2Q: 3 clusters Score -8764191 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -8764858.000000 Penalty: 5338.928711
	Iteration 3Q: 3 clusters Score -8764858 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -8765582.000000 Penalty: 5338.928711
	Iteration 4Q: 3 clusters Score -8765582 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -8766389.000000 Penalty: 5338.928711
	Iteration 5Q: 3 clusters Score -8766389 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -8767373.000000 Penalty: 5338.928711
	Iteration 6Q: 3 clusters Score -8767373 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -8768758.000000 Penalty: 5338.928711
	Iteration 7Q: 3 clusters Score -8768758 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -8770774.000000 Penalty: 5338.928711
	Iteration 8F: 3 clusters Score -8770774 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -8772889.000000 Penalty: 5338.928711
	Iteration 9F: 3 clusters Score -8772889 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -8774429.000000 Penalty: 5338.928711
	Iteration 10F: 3 clusters Score -8774429 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -8775054.000000 Penalty: 5338.928711
	Iteration 11Q: 3 clusters Score -8775054 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -8775333.000000 Penalty: 5338.928711
	Iteration 12Q: 3 clusters Score -8775333 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -8775551.000000 Penalty: 5338.928711
	Iteration 13Q: 3 clusters Score -8775551 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -8775741.000000 Penalty: 5338.928711
	Iteration 14Q: 3 clusters Score -8775741 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -8775877.000000 Penalty: 5338.928711
	Iteration 15Q: 3 clusters Score -8775877 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -8776026.000000 Penalty: 5338.928711
	Iteration 16Q: 3 clusters Score -8776026 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -8776209.000000 Penalty: 5338.928711
	Iteration 17Q: 3 clusters Score -8776209 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -8776383.000000 Penalty: 5338.928711
	Iteration 18Q: 3 clusters Score -8776383 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 26268 members 
Entering Unmasked Estep 
Score: -8776561.000000 Penalty: 5338.928711
	Iteration 19Q: 3 clusters Score -8776561 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -8776692.000000 Penalty: 5338.928711
	Iteration 20F: 3 clusters Score -8776692 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -8776834.000000 Penalty: 5338.928711
	Iteration 21Q: 3 clusters Score -8776834 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -8776942.000000 Penalty: 5338.928711
	Iteration 22Q: 3 clusters Score -8776942 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -8777058.000000 Penalty: 5338.928711
	Iteration 23Q: 3 clusters Score -8777058 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -8777180.000000 Penalty: 5338.928711
	Iteration 24Q: 3 clusters Score -8777180 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -8777257.000000 Penalty: 5338.928711
	Iteration 25Q: 3 clusters Score -8777257 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -8777348.000000 Penalty: 5338.928711
	Iteration 26Q: 3 clusters Score -8777348 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -8777441.000000 Penalty: 5338.928711
	Iteration 27Q: 3 clusters Score -8777441 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -8777542.000000 Penalty: 5338.928711
	Iteration 28Q: 3 clusters Score -8777542 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -8777591.000000 Penalty: 5338.928711
	Iteration 29Q: 3 clusters Score -8777591 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -8777672.000000 Penalty: 5338.928711
	Iteration 30Q: 3 clusters Score -8777672 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -8777735.000000 Penalty: 5338.928711
	Iteration 31Q: 3 clusters Score -8777735 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -8777778.000000 Penalty: 5338.928711
	Iteration 32Q: 3 clusters Score -8777778 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -8777844.000000 Penalty: 5338.928711
	Iteration 33Q: 3 clusters Score -8777844 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -8777821.000000 Penalty: 5338.928711
	Iteration 34Q: 3 clusters Score -8777821 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -8777847.000000 Penalty: 5338.928711
	Iteration 35Q: 3 clusters Score -8777847 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -8777886.000000 Penalty: 5338.928711
	Iteration 36Q: 3 clusters Score -8777886 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -8777933.000000 Penalty: 5338.928711
	Iteration 37Q: 3 clusters Score -8777933 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -8777979.000000 Penalty: 5338.928711
	Iteration 38Q: 3 clusters Score -8777979 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -8777996.000000 Penalty: 5338.928711
	Iteration 39Q: 3 clusters Score -8777996 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -8778026.000000 Penalty: 5338.928711
	Iteration 40F: 3 clusters Score -8778026 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -8778090.000000 Penalty: 5338.928711
	Iteration 41Q: 3 clusters Score -8778090 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -8778111.000000 Penalty: 5338.928711
	Iteration 42Q: 3 clusters Score -8778111 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -8778108.000000 Penalty: 5338.928711
	Iteration 43Q: 3 clusters Score -8778108 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -8778132.000000 Penalty: 5338.928711
	Iteration 44Q: 3 clusters Score -8778132 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -8778179.000000 Penalty: 5338.928711
	Iteration 45Q: 3 clusters Score -8778179 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -8778233.000000 Penalty: 5338.928711
	Iteration 46Q: 3 clusters Score -8778233 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -8778290.000000 Penalty: 5338.928711
	Iteration 47Q: 3 clusters Score -8778290 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -8778333.000000 Penalty: 5338.928711
	Iteration 48Q: 3 clusters Score -8778333 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -8778358.000000 Penalty: 5338.928711
	Iteration 49Q: 3 clusters Score -8778358 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -8778404.000000 Penalty: 5338.928711
	Iteration 50Q: 3 clusters Score -8778404 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -8778449.000000 Penalty: 5338.928711
	Iteration 51Q: 3 clusters Score -8778449 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -8778499.000000 Penalty: 5338.928711
	Iteration 52Q: 3 clusters Score -8778499 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -8778511.000000 Penalty: 5338.928711
	Iteration 53Q: 3 clusters Score -8778511 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -8778499.000000 Penalty: 5338.928711
	Iteration 54Q: 3 clusters Score -8778499 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -8778532.000000 Penalty: 5338.928711
	Iteration 55Q: 3 clusters Score -8778532 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -8778562.000000 Penalty: 5338.928711
	Iteration 56Q: 3 clusters Score -8778562 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -8778600.000000 Penalty: 5338.928711
	Iteration 57Q: 3 clusters Score -8778600 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -8778665.000000 Penalty: 5338.928711
	Iteration 58Q: 3 clusters Score -8778665 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -8778684.000000 Penalty: 5338.928711
	Iteration 59Q: 3 clusters Score -8778684 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -8778750.000000 Penalty: 5338.928711
	Iteration 60F: 3 clusters Score -8778750 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -8778766.000000 Penalty: 5338.928711
	Iteration 61Q: 3 clusters Score -8778766 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -8778789.000000 Penalty: 5338.928711
	Iteration 62Q: 3 clusters Score -8778789 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -8778803.000000 Penalty: 5338.928711
	Iteration 63Q: 3 clusters Score -8778803 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -8778852.000000 Penalty: 5338.928711
	Iteration 64Q: 3 clusters Score -8778852 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -8778918.000000 Penalty: 5338.928711
	Iteration 65Q: 3 clusters Score -8778918 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -8778964.000000 Penalty: 5338.928711
	Iteration 66Q: 3 clusters Score -8778964 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -8778976.000000 Penalty: 5338.928711
	Iteration 67Q: 3 clusters Score -8778976 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -8779007.000000 Penalty: 5338.928711
	Iteration 68Q: 3 clusters Score -8779007 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -8779032.000000 Penalty: 5338.928711
	Iteration 69Q: 3 clusters Score -8779032 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -8779046.000000 Penalty: 5338.928711
	Iteration 70Q: 3 clusters Score -8779046 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -8779085.000000 Penalty: 5338.928711
	Iteration 71Q: 3 clusters Score -8779085 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -8779107.000000 Penalty: 5338.928711
	Iteration 72Q: 3 clusters Score -8779107 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -8779136.000000 Penalty: 5338.928711
	Iteration 73Q: 3 clusters Score -8779136 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -8779185.000000 Penalty: 5338.928711
	Iteration 74Q: 3 clusters Score -8779185 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -8779204.000000 Penalty: 5338.928711
	Iteration 75Q: 3 clusters Score -8779204 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -8779221.000000 Penalty: 5338.928711
	Iteration 76Q: 3 clusters Score -8779221 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -8779277.000000 Penalty: 5338.928711
	Iteration 77Q: 3 clusters Score -8779277 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -8779290.000000 Penalty: 5338.928711
	Iteration 78Q: 3 clusters Score -8779290 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -8779308.000000 Penalty: 5338.928711
	Iteration 79Q: 3 clusters Score -8779308 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -8779351.000000 Penalty: 5338.928711
	Iteration 80F: 3 clusters Score -8779351 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -8779374.000000 Penalty: 5338.928711
	Iteration 81Q: 3 clusters Score -8779374 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -8779436.000000 Penalty: 5338.928711
	Iteration 82Q: 3 clusters Score -8779436 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -8779451.000000 Penalty: 5338.928711
	Iteration 83Q: 3 clusters Score -8779451 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 40172 members 
Entering Unmasked Estep 
Score: -8779478.000000 Penalty: 5338.928711
	Iteration 84Q: 3 clusters Score -8779478 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -8779528.000000 Penalty: 5338.928711
	Iteration 85Q: 3 clusters Score -8779528 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -8779567.000000 Penalty: 5338.928711
	Iteration 86Q: 3 clusters Score -8779567 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -8779601.000000 Penalty: 5338.928711
	Iteration 87Q: 3 clusters Score -8779601 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -8779653.000000 Penalty: 5338.928711
	Iteration 88Q: 3 clusters Score -8779653 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -8779720.000000 Penalty: 5338.928711
	Iteration 89Q: 3 clusters Score -8779720 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -8779746.000000 Penalty: 5338.928711
	Iteration 90Q: 3 clusters Score -8779746 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -8779783.000000 Penalty: 5338.928711
	Iteration 91Q: 3 clusters Score -8779783 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -8779845.000000 Penalty: 5338.928711
	Iteration 92Q: 3 clusters Score -8779845 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -8779926.000000 Penalty: 5338.928711
	Iteration 93Q: 3 clusters Score -8779926 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -8779957.000000 Penalty: 5338.928711
	Iteration 94Q: 3 clusters Score -8779957 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -8779936.000000 Penalty: 5338.928711
	Iteration 95Q: 3 clusters Score -8779936 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -8779952.000000 Penalty: 5338.928711
	Iteration 96Q: 3 clusters Score -8779952 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -8779955.000000 Penalty: 5338.928711
	Iteration 97Q: 3 clusters Score -8779955 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -8779966.000000 Penalty: 5338.928711
	Iteration 98Q: 3 clusters Score -8779966 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -8779848.000000 Penalty: 5338.928711
	Iteration 99Q: 3 clusters Score -8779848 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -8779798.000000 Penalty: 5338.928711
	Iteration 100F: 3 clusters Score -8779798 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -8779726.000000 Penalty: 5338.928711
	Iteration 101Q: 3 clusters Score -8779726 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -8779642.000000 Penalty: 5338.928711
	Iteration 102Q: 3 clusters Score -8779642 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -8779572.000000 Penalty: 5338.928711
	Iteration 103Q: 3 clusters Score -8779572 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -8779501.000000 Penalty: 5338.928711
	Iteration 104Q: 3 clusters Score -8779501 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -8779426.000000 Penalty: 5338.928711
	Iteration 105Q: 3 clusters Score -8779426 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -8779364.000000 Penalty: 5338.928711
	Iteration 106Q: 3 clusters Score -8779364 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -8779312.000000 Penalty: 5338.928711
	Iteration 107Q: 3 clusters Score -8779312 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -8779269.000000 Penalty: 5338.928711
	Iteration 108Q: 3 clusters Score -8779269 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -8779238.000000 Penalty: 5338.928711
	Iteration 109Q: 3 clusters Score -8779238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -8779221.000000 Penalty: 5338.928711
	Iteration 110Q: 3 clusters Score -8779221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -8779210.000000 Penalty: 5338.928711
	Iteration 111Q: 3 clusters Score -8779210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -8779199.000000 Penalty: 5338.928711
	Iteration 112Q: 3 clusters Score -8779199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -8779190.000000 Penalty: 5338.928711
	Iteration 113Q: 3 clusters Score -8779190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -8779167.000000 Penalty: 5338.928711
	Iteration 114Q: 3 clusters Score -8779167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -8779164.000000 Penalty: 5338.928711
	Iteration 115Q: 3 clusters Score -8779164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -8779165.000000 Penalty: 5338.928711
	Iteration 116Q: 3 clusters Score -8779165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -8779164.000000 Penalty: 5338.928711
	Iteration 117Q: 3 clusters Score -8779164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -8779161.000000 Penalty: 5338.928711
	Iteration 118Q: 3 clusters Score -8779161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -8779164.000000 Penalty: 5338.928711
	Iteration 119Q: 3 clusters Score -8779164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -8779156.000000 Penalty: 5338.928711
	Iteration 120F: 3 clusters Score -8779156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -8779155.000000 Penalty: 5338.928711
	Iteration 121Q: 3 clusters Score -8779155 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -8779142.000000 Penalty: 5338.928711
	Iteration 122Q: 3 clusters Score -8779142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -8779145.000000 Penalty: 5338.928711
	Iteration 123Q: 3 clusters Score -8779145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -8779149.000000 Penalty: 5338.928711
	Iteration 124Q: 3 clusters Score -8779149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -8779147.000000 Penalty: 5338.928711
	Iteration 125Q: 3 clusters Score -8779147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -8779139.000000 Penalty: 5338.928711
	Iteration 126Q: 3 clusters Score -8779139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -8779140.000000 Penalty: 5338.928711
	Iteration 127Q: 3 clusters Score -8779140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -8779137.000000 Penalty: 5338.928711
	Iteration 128Q: 3 clusters Score -8779137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -8779134.000000 Penalty: 5338.928711
	Iteration 129Q: 3 clusters Score -8779134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -8779128.000000 Penalty: 5338.928711
	Iteration 130Q: 3 clusters Score -8779128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -8779129.000000 Penalty: 5338.928711
	Iteration 131Q: 3 clusters Score -8779129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -8779129.000000 Penalty: 5338.928711
	Iteration 132F: 3 clusters Score -8779129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Entering Unmasked Estep 
Score: -419601.468750 Penalty: 1935.858765
	Iteration 0F: 2 clusters Score -419601.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -416727.312500 Penalty: 3871.717529
	Iteration 0F: 3 clusters Score -416727.3 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -417386.625000 Penalty: 3871.717529
	Iteration 1F: 3 clusters Score -417386.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -417698.156250 Penalty: 3871.717529
	Iteration 2F: 3 clusters Score -417698.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -418074.312500 Penalty: 3871.717529
	Iteration 3F: 3 clusters Score -418074.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -418405.312500 Penalty: 3871.717529
	Iteration 4F: 3 clusters Score -418405.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -418655.187500 Penalty: 3871.717529
	Iteration 5F: 3 clusters Score -418655.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -418823.125000 Penalty: 3871.717529
	Iteration 6F: 3 clusters Score -418823.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -418923.468750 Penalty: 3871.717529
	Iteration 7Q: 3 clusters Score -418923.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -418990.125000 Penalty: 3871.717529
	Iteration 8Q: 3 clusters Score -418990.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -419036.000000 Penalty: 3871.717529
	Iteration 9Q: 3 clusters Score -419036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -419057.406250 Penalty: 3871.717529
	Iteration 10Q: 3 clusters Score -419057.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -419070.312500 Penalty: 3871.717529
	Iteration 11Q: 3 clusters Score -419070.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -419076.562500 Penalty: 3871.717529
	Iteration 12Q: 3 clusters Score -419076.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -419080.281250 Penalty: 3871.717529
	Iteration 13Q: 3 clusters Score -419080.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -419084.718750 Penalty: 3871.717529
	Iteration 14Q: 3 clusters Score -419084.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -419087.406250 Penalty: 3871.717529
	Iteration 15Q: 3 clusters Score -419087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -419088.218750 Penalty: 3871.717529
	Iteration 16Q: 3 clusters Score -419088.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -419089.250000 Penalty: 3871.717529
	Iteration 17Q: 3 clusters Score -419089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -419089.937500 Penalty: 3871.717529
	Iteration 18Q: 3 clusters Score -419089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -419090.187500 Penalty: 3871.717529
	Iteration 19Q: 3 clusters Score -419090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -419090.187500 Penalty: 3871.717529
	Iteration 20F: 3 clusters Score -419090.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Entering Unmasked Estep 
Score: -8958306.000000 Penalty: 2678.284668
	Iteration 0F: 2 clusters Score -8958306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -8926971.000000 Penalty: 5356.569336
	Iteration 0F: 3 clusters Score -8926971 nChanged 22550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -8939526.000000 Penalty: 5356.569336
	Iteration 1F: 3 clusters Score -8939526 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -8940089.000000 Penalty: 5356.569336
	Iteration 2Q: 3 clusters Score -8940089 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -8940770.000000 Penalty: 5356.569336
	Iteration 3Q: 3 clusters Score -8940770 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -8941698.000000 Penalty: 5356.569336
	Iteration 4Q: 3 clusters Score -8941698 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -8943287.000000 Penalty: 5356.569336
	Iteration 5F: 3 clusters Score -8943287 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -8945610.000000 Penalty: 5356.569336
	Iteration 6F: 3 clusters Score -8945610 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -8948808.000000 Penalty: 5356.569336
	Iteration 7F: 3 clusters Score -8948808 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -8952059.000000 Penalty: 5356.569336
	Iteration 8F: 3 clusters Score -8952059 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -8954006.000000 Penalty: 5356.569336
	Iteration 9F: 3 clusters Score -8954006 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8954948.000000 Penalty: 5356.569336
	Iteration 10Q: 3 clusters Score -8954948 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8955410.000000 Penalty: 5356.569336
	Iteration 11Q: 3 clusters Score -8955410 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8955687.000000 Penalty: 5356.569336
	Iteration 12Q: 3 clusters Score -8955687 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8955800.000000 Penalty: 5356.569336
	Iteration 13Q: 3 clusters Score -8955800 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8955852.000000 Penalty: 5356.569336
	Iteration 14Q: 3 clusters Score -8955852 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8955893.000000 Penalty: 5356.569336
	Iteration 15Q: 3 clusters Score -8955893 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8955952.000000 Penalty: 5356.569336
	Iteration 16Q: 3 clusters Score -8955952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8955978.000000 Penalty: 5356.569336
	Iteration 17Q: 3 clusters Score -8955978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8955985.000000 Penalty: 5356.569336
	Iteration 18Q: 3 clusters Score -8955985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8955979.000000 Penalty: 5356.569336
	Iteration 19Q: 3 clusters Score -8955979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8955986.000000 Penalty: 5356.569336
	Iteration 20F: 3 clusters Score -8955986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8955988.000000 Penalty: 5356.569336
	Iteration 21Q: 3 clusters Score -8955988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8955993.000000 Penalty: 5356.569336
	Iteration 22Q: 3 clusters Score -8955993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8956003.000000 Penalty: 5356.569336
	Iteration 23Q: 3 clusters Score -8956003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8956006.000000 Penalty: 5356.569336
	Iteration 24Q: 3 clusters Score -8956006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8956006.000000 Penalty: 5356.569336
	Iteration 25F: 3 clusters Score -8956006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Entering Unmasked Estep 
Score: -128464.148438 Penalty: 1667.510498
	Iteration 0F: 2 clusters Score -128464.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -126686.976562 Penalty: 3335.020996
	Iteration 0F: 3 clusters Score -126687 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -127027.726562 Penalty: 3335.020996
	Iteration 1F: 3 clusters Score -127027.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -127250.015625 Penalty: 3335.020996
	Iteration 2F: 3 clusters Score -127250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -127389.695312 Penalty: 3335.020996
	Iteration 3F: 3 clusters Score -127389.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -127484.609375 Penalty: 3335.020996
	Iteration 4F: 3 clusters Score -127484.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -127549.664062 Penalty: 3335.020996
	Iteration 5Q: 3 clusters Score -127549.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -127591.750000 Penalty: 3335.020996
	Iteration 6Q: 3 clusters Score -127591.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -127617.156250 Penalty: 3335.020996
	Iteration 7Q: 3 clusters Score -127617.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127644.328125 Penalty: 3335.020996
	Iteration 8Q: 3 clusters Score -127644.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -127660.851562 Penalty: 3335.020996
	Iteration 9Q: 3 clusters Score -127660.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127669.085938 Penalty: 3335.020996
	Iteration 10Q: 3 clusters Score -127669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127669.554688 Penalty: 3335.020996
	Iteration 11Q: 3 clusters Score -127669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -127671.726562 Penalty: 3335.020996
	Iteration 12Q: 3 clusters Score -127671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127672.875000 Penalty: 3335.020996
	Iteration 13Q: 3 clusters Score -127672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127672.875000 Penalty: 3335.020996
	Iteration 14F: 3 clusters Score -127672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 43626 members 
Mstep: Class 3 contains 47636 members 
Mstep: Class 4 contains 44871 members 
Mstep: Class 5 contains 53162 members 
Mstep: Class 6 contains 46924 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 46089 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 44695 members 
Mstep: Class 11 contains 46881 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53458 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43025 members 
Mstep: Class 17 contains 42148 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47488 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47286 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48998 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907496.000000 Penalty: 80096.007812
Iteration 159Q: 25 clusters Score -1.269075e+08 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 43626 members 
Mstep: Class 3 contains 47672 members 
Mstep: Class 4 contains 44896 members 
Mstep: Class 5 contains 53139 members 
Mstep: Class 6 contains 46898 members 
Mstep: Class 7 contains 5659 members 
Mstep: Class 8 contains 46058 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 44755 members 
Mstep: Class 11 contains 46897 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53497 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 42976 members 
Mstep: Class 17 contains 42127 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47556 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47305 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48976 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907624.000000 Penalty: 80096.007812
Iteration 160F: 25 clusters Score -1.269076e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 43657 members 
Mstep: Class 3 contains 47662 members 
Mstep: Class 4 contains 44946 members 
Mstep: Class 5 contains 53127 members 
Mstep: Class 6 contains 46845 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 46057 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 44793 members 
Mstep: Class 11 contains 46898 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53539 members 
Mstep: Class 14 contains 537 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 42966 members 
Mstep: Class 17 contains 42083 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47630 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47297 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48935 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907816.000000 Penalty: 80096.007812
Iteration 161Q: 25 clusters Score -1.269078e+08 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 43679 members 
Mstep: Class 3 contains 47649 members 
Mstep: Class 4 contains 45015 members 
Mstep: Class 5 contains 53081 members 
Mstep: Class 6 contains 46835 members 
Mstep: Class 7 contains 5513 members 
Mstep: Class 8 contains 46047 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 44818 members 
Mstep: Class 11 contains 46901 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53577 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 42975 members 
Mstep: Class 17 contains 42048 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47658 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47307 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48918 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907920.000000 Penalty: 80096.007812
Iteration 162Q: 25 clusters Score -1.269079e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 43675 members 
Mstep: Class 3 contains 47648 members 
Mstep: Class 4 contains 45029 members 
Mstep: Class 5 contains 53086 members 
Mstep: Class 6 contains 46788 members 
Mstep: Class 7 contains 5459 members 
Mstep: Class 8 contains 46033 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 44810 members 
Mstep: Class 11 contains 46934 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53591 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 42991 members 
Mstep: Class 17 contains 42013 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47710 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47348 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48898 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907752.000000 Penalty: 80096.007812
Iteration 163Q: 25 clusters Score -1.269078e+08 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 43658 members 
Mstep: Class 3 contains 47642 members 
Mstep: Class 4 contains 45043 members 
Mstep: Class 5 contains 53128 members 
Mstep: Class 6 contains 46732 members 
Mstep: Class 7 contains 5408 members 
Mstep: Class 8 contains 45996 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 44832 members 
Mstep: Class 11 contains 46942 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53621 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 42990 members 
Mstep: Class 17 contains 42005 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47738 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47380 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48885 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907888.000000 Penalty: 80096.007812
Iteration 164Q: 25 clusters Score -1.269079e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 43647 members 
Mstep: Class 3 contains 47625 members 
Mstep: Class 4 contains 45020 members 
Mstep: Class 5 contains 53165 members 
Mstep: Class 6 contains 46656 members 
Mstep: Class 7 contains 5371 members 
Mstep: Class 8 contains 45952 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 44848 members 
Mstep: Class 11 contains 46950 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53653 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43008 members 
Mstep: Class 17 contains 42031 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47775 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47400 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48900 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907704.000000 Penalty: 80096.007812
Iteration 165Q: 25 clusters Score -1.269077e+08 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 43657 members 
Mstep: Class 3 contains 47628 members 
Mstep: Class 4 contains 45001 members 
Mstep: Class 5 contains 53170 members 
Mstep: Class 6 contains 46625 members 
Mstep: Class 7 contains 5304 members 
Mstep: Class 8 contains 45963 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 44896 members 
Mstep: Class 11 contains 46938 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53694 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 42995 members 
Mstep: Class 17 contains 42061 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47785 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47387 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48894 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907456.000000 Penalty: 80096.007812
Iteration 166Q: 25 clusters Score -1.269075e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 43681 members 
Mstep: Class 3 contains 47599 members 
Mstep: Class 4 contains 45008 members 
Mstep: Class 5 contains 53183 members 
Mstep: Class 6 contains 46558 members 
Mstep: Class 7 contains 5246 members 
Mstep: Class 8 contains 45988 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 44961 members 
Mstep: Class 11 contains 46931 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53730 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 42990 members 
Mstep: Class 17 contains 42092 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47754 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47394 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48877 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907296.000000 Penalty: 80096.007812
Iteration 167Q: 25 clusters Score -1.269073e+08 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 43695 members 
Mstep: Class 3 contains 47587 members 
Mstep: Class 4 contains 45021 members 
Mstep: Class 5 contains 53194 members 
Mstep: Class 6 contains 46492 members 
Mstep: Class 7 contains 5200 members 
Mstep: Class 8 contains 45980 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 44983 members 
Mstep: Class 11 contains 46913 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53754 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 42996 members 
Mstep: Class 17 contains 42148 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47716 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47430 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48869 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907280.000000 Penalty: 80096.007812
Iteration 168Q: 25 clusters Score -1.269073e+08 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 43703 members 
Mstep: Class 3 contains 47615 members 
Mstep: Class 4 contains 45005 members 
Mstep: Class 5 contains 53219 members 
Mstep: Class 6 contains 46440 members 
Mstep: Class 7 contains 5155 members 
Mstep: Class 8 contains 45925 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45046 members 
Mstep: Class 11 contains 46923 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53799 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 42975 members 
Mstep: Class 17 contains 42155 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47681 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47469 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48857 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907232.000000 Penalty: 80096.007812
Iteration 169Q: 25 clusters Score -1.269072e+08 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 43675 members 
Mstep: Class 3 contains 47601 members 
Mstep: Class 4 contains 44985 members 
Mstep: Class 5 contains 53181 members 
Mstep: Class 6 contains 46433 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 45953 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45110 members 
Mstep: Class 11 contains 46903 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53824 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 42977 members 
Mstep: Class 17 contains 42183 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47692 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47508 members 
Mstep: Class 22 contains 2455 members 
Mstep: Class 23 contains 48822 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907720.000000 Penalty: 80096.007812
Iteration 170Q: 25 clusters Score -1.269077e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 43671 members 
Mstep: Class 3 contains 47592 members 
Mstep: Class 4 contains 44978 members 
Mstep: Class 5 contains 53171 members 
Mstep: Class 6 contains 46454 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 45981 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45124 members 
Mstep: Class 11 contains 46890 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53869 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 42997 members 
Mstep: Class 17 contains 42190 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47660 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47500 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 48813 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907288.000000 Penalty: 80096.007812
Iteration 171Q: 25 clusters Score -1.269073e+08 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 43633 members 
Mstep: Class 3 contains 47593 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 53196 members 
Mstep: Class 6 contains 46426 members 
Mstep: Class 7 contains 4995 members 
Mstep: Class 8 contains 45995 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45169 members 
Mstep: Class 11 contains 46870 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53890 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43015 members 
Mstep: Class 17 contains 42210 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47623 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47488 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 48810 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907200.000000 Penalty: 80096.007812
Iteration 172Q: 25 clusters Score -1.269072e+08 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 43637 members 
Mstep: Class 3 contains 47573 members 
Mstep: Class 4 contains 45053 members 
Mstep: Class 5 contains 53226 members 
Mstep: Class 6 contains 46450 members 
Mstep: Class 7 contains 4953 members 
Mstep: Class 8 contains 45971 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45162 members 
Mstep: Class 11 contains 46874 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53890 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43035 members 
Mstep: Class 17 contains 42229 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47585 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47491 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 48778 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907144.000000 Penalty: 80096.007812
Iteration 173Q: 25 clusters Score -1.269071e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 43647 members 
Mstep: Class 3 contains 47543 members 
Mstep: Class 4 contains 45104 members 
Mstep: Class 5 contains 53260 members 
Mstep: Class 6 contains 46444 members 
Mstep: Class 7 contains 4910 members 
Mstep: Class 8 contains 45938 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45202 members 
Mstep: Class 11 contains 46879 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53906 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43046 members 
Mstep: Class 17 contains 42231 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47560 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47488 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 48727 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907152.000000 Penalty: 80096.007812
Iteration 174Q: 25 clusters Score -1.269072e+08 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 43660 members 
Mstep: Class 3 contains 47536 members 
Mstep: Class 4 contains 45143 members 
Mstep: Class 5 contains 53282 members 
Mstep: Class 6 contains 46409 members 
Mstep: Class 7 contains 4868 members 
Mstep: Class 8 contains 45927 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45231 members 
Mstep: Class 11 contains 46880 members 
Mstep: Class 12 contains 441 members 
Mstep: Class 13 contains 53911 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43073 members 
Mstep: Class 17 contains 42245 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47576 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47468 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 48656 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907504.000000 Penalty: 80096.007812
Iteration 175Q: 25 clusters Score -1.269075e+08 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 43664 members 
Mstep: Class 3 contains 47515 members 
Mstep: Class 4 contains 45138 members 
Mstep: Class 5 contains 53297 members 
Mstep: Class 6 contains 46385 members 
Mstep: Class 7 contains 4809 members 
Mstep: Class 8 contains 45927 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45249 members 
Mstep: Class 11 contains 46860 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53964 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43088 members 
Mstep: Class 17 contains 42244 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47631 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47481 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 48600 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907536.000000 Penalty: 80096.007812
Iteration 176Q: 25 clusters Score -1.269075e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 43664 members 
Mstep: Class 3 contains 47518 members 
Mstep: Class 4 contains 45129 members 
Mstep: Class 5 contains 53340 members 
Mstep: Class 6 contains 46360 members 
Mstep: Class 7 contains 4756 members 
Mstep: Class 8 contains 45909 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45217 members 
Mstep: Class 11 contains 46846 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53998 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43087 members 
Mstep: Class 17 contains 42237 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47699 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47513 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 48557 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907520.000000 Penalty: 80096.007812
Iteration 177Q: 25 clusters Score -1.269075e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 43658 members 
Mstep: Class 3 contains 47508 members 
Mstep: Class 4 contains 45153 members 
Mstep: Class 5 contains 53416 members 
Mstep: Class 6 contains 46284 members 
Mstep: Class 7 contains 4705 members 
Mstep: Class 8 contains 45879 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45179 members 
Mstep: Class 11 contains 46829 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 54016 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43077 members 
Mstep: Class 17 contains 42247 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47769 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47550 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 48516 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907896.000000 Penalty: 80096.007812
Iteration 178Q: 25 clusters Score -1.269079e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 43625 members 
Mstep: Class 3 contains 47519 members 
Mstep: Class 4 contains 45202 members 
Mstep: Class 5 contains 53458 members 
Mstep: Class 6 contains 46217 members 
Mstep: Class 7 contains 4656 members 
Mstep: Class 8 contains 45890 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45220 members 
Mstep: Class 11 contains 46821 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 54016 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43040 members 
Mstep: Class 17 contains 42212 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47841 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47607 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 48441 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908208.000000 Penalty: 80096.007812
Iteration 179Q: 25 clusters Score -1.269082e+08 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 43635 members 
Mstep: Class 3 contains 47504 members 
Mstep: Class 4 contains 45209 members 
Mstep: Class 5 contains 53517 members 
Mstep: Class 6 contains 46208 members 
Mstep: Class 7 contains 4611 members 
Mstep: Class 8 contains 45924 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45247 members 
Mstep: Class 11 contains 46822 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 54011 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43035 members 
Mstep: Class 17 contains 42156 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47889 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47623 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 48340 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907632.000000 Penalty: 80096.007812
Iteration 180F: 25 clusters Score -1.269076e+08 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 43618 members 
Mstep: Class 3 contains 47514 members 
Mstep: Class 4 contains 45194 members 
Mstep: Class 5 contains 53540 members 
Mstep: Class 6 contains 46205 members 
Mstep: Class 7 contains 4561 members 
Mstep: Class 8 contains 45943 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45246 members 
Mstep: Class 11 contains 46812 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 54006 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43014 members 
Mstep: Class 17 contains 42155 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47956 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47644 members 
Mstep: Class 22 contains 2456 members 
Mstep: Class 23 contains 48265 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907960.000000 Penalty: 80096.007812
Iteration 181Q: 25 clusters Score -1.26908e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 43639 members 
Mstep: Class 3 contains 47512 members 
Mstep: Class 4 contains 45173 members 
Mstep: Class 5 contains 53536 members 
Mstep: Class 6 contains 46207 members 
Mstep: Class 7 contains 4498 members 
Mstep: Class 8 contains 45993 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45271 members 
Mstep: Class 11 contains 46806 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53980 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43024 members 
Mstep: Class 17 contains 42148 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 47993 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47649 members 
Mstep: Class 22 contains 2457 members 
Mstep: Class 23 contains 48198 members 
Mstep: Class 24 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908056.000000 Penalty: 80096.007812
Iteration 182Q: 25 clusters Score -1.269081e+08 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 43661 members 
Mstep: Class 3 contains 47493 members 
Mstep: Class 4 contains 45193 members 
Mstep: Class 5 contains 53538 members 
Mstep: Class 6 contains 46204 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 46019 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45240 members 
Mstep: Class 11 contains 46782 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53985 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43026 members 
Mstep: Class 17 contains 42154 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 48057 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47652 members 
Mstep: Class 22 contains 2457 members 
Mstep: Class 23 contains 48137 members 
Mstep: Class 24 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908144.000000 Penalty: 80096.007812
Iteration 183Q: 25 clusters Score -1.269081e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 43669 members 
Mstep: Class 3 contains 47486 members 
Mstep: Class 4 contains 45202 members 
Mstep: Class 5 contains 53554 members 
Mstep: Class 6 contains 46197 members 
Mstep: Class 7 contains 4393 members 
Mstep: Class 8 contains 45990 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45247 members 
Mstep: Class 11 contains 46764 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53985 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43048 members 
Mstep: Class 17 contains 42132 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 48142 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47648 members 
Mstep: Class 22 contains 2457 members 
Mstep: Class 23 contains 48085 members 
Mstep: Class 24 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908320.000000 Penalty: 80096.007812
Iteration 184Q: 25 clusters Score -1.269083e+08 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 43675 members 
Mstep: Class 3 contains 47473 members 
Mstep: Class 4 contains 45194 members 
Mstep: Class 5 contains 53540 members 
Mstep: Class 6 contains 46215 members 
Mstep: Class 7 contains 4346 members 
Mstep: Class 8 contains 45976 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45250 members 
Mstep: Class 11 contains 46774 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53996 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43072 members 
Mstep: Class 17 contains 42105 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 48227 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47618 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 48035 members 
Mstep: Class 24 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908448.000000 Penalty: 80096.007812
Iteration 185Q: 25 clusters Score -1.269084e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 43703 members 
Mstep: Class 3 contains 47423 members 
Mstep: Class 4 contains 45213 members 
Mstep: Class 5 contains 53510 members 
Mstep: Class 6 contains 46230 members 
Mstep: Class 7 contains 4303 members 
Mstep: Class 8 contains 45991 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45222 members 
Mstep: Class 11 contains 46773 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53991 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43081 members 
Mstep: Class 17 contains 42091 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 48291 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47615 members 
Mstep: Class 22 contains 2458 members 
Mstep: Class 23 contains 47993 members 
Mstep: Class 24 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908504.000000 Penalty: 80096.007812
Iteration 186Q: 25 clusters Score -1.269085e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 43709 members 
Mstep: Class 3 contains 47412 members 
Mstep: Class 4 contains 45221 members 
Mstep: Class 5 contains 53496 members 
Mstep: Class 6 contains 46221 members 
Mstep: Class 7 contains 4254 members 
Mstep: Class 8 contains 46016 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45161 members 
Mstep: Class 11 contains 46799 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43077 members 
Mstep: Class 17 contains 42083 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 48381 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47616 members 
Mstep: Class 22 contains 2459 members 
Mstep: Class 23 contains 47956 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908376.000000 Penalty: 80096.007812
Iteration 187Q: 25 clusters Score -1.269084e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 43713 members 
Mstep: Class 3 contains 47386 members 
Mstep: Class 4 contains 45234 members 
Mstep: Class 5 contains 53504 members 
Mstep: Class 6 contains 46207 members 
Mstep: Class 7 contains 4205 members 
Mstep: Class 8 contains 46039 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45148 members 
Mstep: Class 11 contains 46819 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53949 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43063 members 
Mstep: Class 17 contains 42098 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 48467 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47595 members 
Mstep: Class 22 contains 2461 members 
Mstep: Class 23 contains 47890 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908464.000000 Penalty: 80096.007812
Iteration 188Q: 25 clusters Score -1.269085e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 43727 members 
Mstep: Class 3 contains 47365 members 
Mstep: Class 4 contains 45241 members 
Mstep: Class 5 contains 53486 members 
Mstep: Class 6 contains 46237 members 
Mstep: Class 7 contains 4158 members 
Mstep: Class 8 contains 46053 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45110 members 
Mstep: Class 11 contains 46847 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53940 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43035 members 
Mstep: Class 17 contains 42109 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 48504 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47609 members 
Mstep: Class 22 contains 2461 members 
Mstep: Class 23 contains 47835 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908232.000000 Penalty: 80096.007812
Iteration 189Q: 25 clusters Score -1.269082e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 43743 members 
Mstep: Class 3 contains 47361 members 
Mstep: Class 4 contains 45279 members 
Mstep: Class 5 contains 53463 members 
Mstep: Class 6 contains 46249 members 
Mstep: Class 7 contains 4113 members 
Mstep: Class 8 contains 46035 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45086 members 
Mstep: Class 11 contains 46868 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53924 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43018 members 
Mstep: Class 17 contains 42099 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 48543 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47624 members 
Mstep: Class 22 contains 2461 members 
Mstep: Class 23 contains 47793 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907984.000000 Penalty: 80096.007812
Iteration 190Q: 25 clusters Score -1.26908e+08 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 43758 members 
Mstep: Class 3 contains 47387 members 
Mstep: Class 4 contains 45306 members 
Mstep: Class 5 contains 53457 members 
Mstep: Class 6 contains 46204 members 
Mstep: Class 7 contains 4048 members 
Mstep: Class 8 contains 46042 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45086 members 
Mstep: Class 11 contains 46866 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53923 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43010 members 
Mstep: Class 17 contains 42072 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 48591 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47641 members 
Mstep: Class 22 contains 2463 members 
Mstep: Class 23 contains 47750 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907928.000000 Penalty: 80096.007812
Iteration 191Q: 25 clusters Score -1.269079e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 43748 members 
Mstep: Class 3 contains 47422 members 
Mstep: Class 4 contains 45311 members 
Mstep: Class 5 contains 53446 members 
Mstep: Class 6 contains 46217 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 46074 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45100 members 
Mstep: Class 11 contains 46870 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53893 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43005 members 
Mstep: Class 17 contains 42015 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 48649 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47650 members 
Mstep: Class 22 contains 2463 members 
Mstep: Class 23 contains 47706 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907960.000000 Penalty: 80096.007812
Iteration 192Q: 25 clusters Score -1.26908e+08 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 43751 members 
Mstep: Class 3 contains 47457 members 
Mstep: Class 4 contains 45303 members 
Mstep: Class 5 contains 53459 members 
Mstep: Class 6 contains 46226 members 
Mstep: Class 7 contains 3906 members 
Mstep: Class 8 contains 46106 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45113 members 
Mstep: Class 11 contains 46875 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53833 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43033 members 
Mstep: Class 17 contains 41964 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 48713 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47639 members 
Mstep: Class 22 contains 2464 members 
Mstep: Class 23 contains 47651 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908192.000000 Penalty: 80096.007812
Iteration 193Q: 25 clusters Score -1.269082e+08 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 43760 members 
Mstep: Class 3 contains 47473 members 
Mstep: Class 4 contains 45331 members 
Mstep: Class 5 contains 53421 members 
Mstep: Class 6 contains 46225 members 
Mstep: Class 7 contains 3829 members 
Mstep: Class 8 contains 46127 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45118 members 
Mstep: Class 11 contains 46891 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53798 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43039 members 
Mstep: Class 17 contains 41908 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 48806 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47660 members 
Mstep: Class 22 contains 2464 members 
Mstep: Class 23 contains 47585 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908128.000000 Penalty: 80096.007812
Iteration 194Q: 25 clusters Score -1.269081e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 43767 members 
Mstep: Class 3 contains 47473 members 
Mstep: Class 4 contains 45369 members 
Mstep: Class 5 contains 53400 members 
Mstep: Class 6 contains 46193 members 
Mstep: Class 7 contains 3763 members 
Mstep: Class 8 contains 46101 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45109 members 
Mstep: Class 11 contains 46909 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53757 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43053 members 
Mstep: Class 17 contains 41857 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 48918 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47710 members 
Mstep: Class 22 contains 2464 members 
Mstep: Class 23 contains 47544 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908008.000000 Penalty: 80096.007812
Iteration 195Q: 25 clusters Score -1.26908e+08 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 43767 members 
Mstep: Class 3 contains 47471 members 
Mstep: Class 4 contains 45378 members 
Mstep: Class 5 contains 53391 members 
Mstep: Class 6 contains 46198 members 
Mstep: Class 7 contains 3710 members 
Mstep: Class 8 contains 46074 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45131 members 
Mstep: Class 11 contains 46914 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53734 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43068 members 
Mstep: Class 17 contains 41768 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49003 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47766 members 
Mstep: Class 22 contains 2464 members 
Mstep: Class 23 contains 47506 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908184.000000 Penalty: 80096.007812
Iteration 196Q: 25 clusters Score -1.269082e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 43766 members 
Mstep: Class 3 contains 47449 members 
Mstep: Class 4 contains 45389 members 
Mstep: Class 5 contains 53411 members 
Mstep: Class 6 contains 46221 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 46078 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45148 members 
Mstep: Class 11 contains 46900 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53705 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43095 members 
Mstep: Class 17 contains 41704 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49082 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47779 members 
Mstep: Class 22 contains 2464 members 
Mstep: Class 23 contains 47448 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908440.000000 Penalty: 80096.007812
Iteration 197Q: 25 clusters Score -1.269084e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 43758 members 
Mstep: Class 3 contains 47443 members 
Mstep: Class 4 contains 45398 members 
Mstep: Class 5 contains 53419 members 
Mstep: Class 6 contains 46179 members 
Mstep: Class 7 contains 3610 members 
Mstep: Class 8 contains 46060 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45188 members 
Mstep: Class 11 contains 46884 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53687 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43121 members 
Mstep: Class 17 contains 41644 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49161 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47829 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 47392 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908664.000000 Penalty: 80096.007812
Iteration 198Q: 25 clusters Score -1.269087e+08 nChanged 1987
Entering ConstructFrom: 
Score: -126908664.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (31251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Entering Unmasked Estep 
Score: -5602242.000000 Penalty: 2566.752197
	Iteration 0F: 2 clusters Score -5602242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -5580837.500000 Penalty: 5133.504395
	Iteration 0F: 3 clusters Score -5580838 nChanged 14152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -5588864.000000 Penalty: 5133.504395
	Iteration 1F: 3 clusters Score -5588864 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -5589493.500000 Penalty: 5133.504395
	Iteration 2F: 3 clusters Score -5589494 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -5590099.500000 Penalty: 5133.504395
	Iteration 3Q: 3 clusters Score -5590100 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -5590667.000000 Penalty: 5133.504395
	Iteration 4Q: 3 clusters Score -5590667 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -5591209.000000 Penalty: 5133.504395
	Iteration 5Q: 3 clusters Score -5591209 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -5591705.500000 Penalty: 5133.504395
	Iteration 6Q: 3 clusters Score -5591706 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -5592237.500000 Penalty: 5133.504395
	Iteration 7Q: 3 clusters Score -5592238 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -5592668.000000 Penalty: 5133.504395
	Iteration 8Q: 3 clusters Score -5592668 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -5593074.500000 Penalty: 5133.504395
	Iteration 9Q: 3 clusters Score -5593074 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -5593459.000000 Penalty: 5133.504395
	Iteration 10Q: 3 clusters Score -5593459 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -5593833.500000 Penalty: 5133.504395
	Iteration 11Q: 3 clusters Score -5593834 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -5594232.000000 Penalty: 5133.504395
	Iteration 12Q: 3 clusters Score -5594232 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -5594719.500000 Penalty: 5133.504395
	Iteration 13Q: 3 clusters Score -5594720 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -5595168.000000 Penalty: 5133.504395
	Iteration 14Q: 3 clusters Score -5595168 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -5595664.500000 Penalty: 5133.504395
	Iteration 15Q: 3 clusters Score -5595664 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -5596153.000000 Penalty: 5133.504395
	Iteration 16Q: 3 clusters Score -5596153 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -5596614.000000 Penalty: 5133.504395
	Iteration 17Q: 3 clusters Score -5596614 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -5597057.000000 Penalty: 5133.504395
	Iteration 18Q: 3 clusters Score -5597057 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -5597507.000000 Penalty: 5133.504395
	Iteration 19Q: 3 clusters Score -5597507 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -5597945.500000 Penalty: 5133.504395
	Iteration 20F: 3 clusters Score -5597946 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -5598323.500000 Penalty: 5133.504395
	Iteration 21Q: 3 clusters Score -5598324 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -5598665.500000 Penalty: 5133.504395
	Iteration 22Q: 3 clusters Score -5598666 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -5598994.000000 Penalty: 5133.504395
	Iteration 23Q: 3 clusters Score -5598994 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5599309.500000 Penalty: 5133.504395
	Iteration 24Q: 3 clusters Score -5599310 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -5599596.500000 Penalty: 5133.504395
	Iteration 25Q: 3 clusters Score -5599596 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5599807.500000 Penalty: 5133.504395
	Iteration 26Q: 3 clusters Score -5599808 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5599984.500000 Penalty: 5133.504395
	Iteration 27Q: 3 clusters Score -5599984 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -5600099.000000 Penalty: 5133.504395
	Iteration 28Q: 3 clusters Score -5600099 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5600184.500000 Penalty: 5133.504395
	Iteration 29Q: 3 clusters Score -5600184 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5600270.000000 Penalty: 5133.504395
	Iteration 30Q: 3 clusters Score -5600270 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -5600337.000000 Penalty: 5133.504395
	Iteration 31Q: 3 clusters Score -5600337 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -5600395.500000 Penalty: 5133.504395
	Iteration 32Q: 3 clusters Score -5600396 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5600425.000000 Penalty: 5133.504395
	Iteration 33Q: 3 clusters Score -5600425 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5600447.000000 Penalty: 5133.504395
	Iteration 34Q: 3 clusters Score -5600447 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5600455.000000 Penalty: 5133.504395
	Iteration 35Q: 3 clusters Score -5600455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5600476.500000 Penalty: 5133.504395
	Iteration 36Q: 3 clusters Score -5600476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5600489.000000 Penalty: 5133.504395
	Iteration 37Q: 3 clusters Score -5600489 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5600499.500000 Penalty: 5133.504395
	Iteration 38Q: 3 clusters Score -5600500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5600508.500000 Penalty: 5133.504395
	Iteration 39Q: 3 clusters Score -5600508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5600531.000000 Penalty: 5133.504395
	Iteration 40F: 3 clusters Score -5600531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5600533.000000 Penalty: 5133.504395
	Iteration 41Q: 3 clusters Score -5600533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5600547.000000 Penalty: 5133.504395
	Iteration 42Q: 3 clusters Score -5600547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5600550.500000 Penalty: 5133.504395
	Iteration 43Q: 3 clusters Score -5600550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5600554.500000 Penalty: 5133.504395
	Iteration 44Q: 3 clusters Score -5600554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -5600557.000000 Penalty: 5133.504395
	Iteration 45Q: 3 clusters Score -5600557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5600556.500000 Penalty: 5133.504395
	Iteration 46Q: 3 clusters Score -5600556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -5600564.500000 Penalty: 5133.504395
	Iteration 47Q: 3 clusters Score -5600564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5600568.000000 Penalty: 5133.504395
	Iteration 48Q: 3 clusters Score -5600568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5600564.500000 Penalty: 5133.504395
	Iteration 49Q: 3 clusters Score -5600564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5600568.500000 Penalty: 5133.504395
	Iteration 50Q: 3 clusters Score -5600568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5600566.000000 Penalty: 5133.504395
	Iteration 51Q: 3 clusters Score -5600566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5600564.500000 Penalty: 5133.504395
	Iteration 52Q: 3 clusters Score -5600564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5600564.500000 Penalty: 5133.504395
	Iteration 53F: 3 clusters Score -5600564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Entering Unmasked Estep 
Score: -8080179.500000 Penalty: 2650.217529
	Iteration 0F: 2 clusters Score -8080180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -8051505.500000 Penalty: 5300.435059
	Iteration 0F: 3 clusters Score -8051506 nChanged 20114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -8062775.000000 Penalty: 5300.435059
	Iteration 1F: 3 clusters Score -8062775 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -8063890.000000 Penalty: 5300.435059
	Iteration 2F: 3 clusters Score -8063890 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -8065689.000000 Penalty: 5300.435059
	Iteration 3F: 3 clusters Score -8065689 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -8068313.000000 Penalty: 5300.435059
	Iteration 4F: 3 clusters Score -8068313 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -8071394.000000 Penalty: 5300.435059
	Iteration 5F: 3 clusters Score -8071394 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -8074102.000000 Penalty: 5300.435059
	Iteration 6F: 3 clusters Score -8074102 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -8075660.500000 Penalty: 5300.435059
	Iteration 7Q: 3 clusters Score -8075660 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -8076388.000000 Penalty: 5300.435059
	Iteration 8Q: 3 clusters Score -8076388 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -8076776.000000 Penalty: 5300.435059
	Iteration 9Q: 3 clusters Score -8076776 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -8077036.000000 Penalty: 5300.435059
	Iteration 10Q: 3 clusters Score -8077036 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -8077209.500000 Penalty: 5300.435059
	Iteration 11Q: 3 clusters Score -8077210 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -8077389.500000 Penalty: 5300.435059
	Iteration 12Q: 3 clusters Score -8077390 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 36656 members 
Entering Unmasked Estep 
Score: -8077496.000000 Penalty: 5300.435059
	Iteration 13Q: 3 clusters Score -8077496 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -8077603.000000 Penalty: 5300.435059
	Iteration 14Q: 3 clusters Score -8077603 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -8077678.500000 Penalty: 5300.435059
	Iteration 15Q: 3 clusters Score -8077678 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -8077744.500000 Penalty: 5300.435059
	Iteration 16Q: 3 clusters Score -8077744 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -8077826.000000 Penalty: 5300.435059
	Iteration 17Q: 3 clusters Score -8077826 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -8077916.000000 Penalty: 5300.435059
	Iteration 18Q: 3 clusters Score -8077916 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -8077965.000000 Penalty: 5300.435059
	Iteration 19Q: 3 clusters Score -8077965 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -8078008.500000 Penalty: 5300.435059
	Iteration 20F: 3 clusters Score -8078008 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -8078045.500000 Penalty: 5300.435059
	Iteration 21Q: 3 clusters Score -8078046 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -8078084.000000 Penalty: 5300.435059
	Iteration 22Q: 3 clusters Score -8078084 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -8078128.000000 Penalty: 5300.435059
	Iteration 23Q: 3 clusters Score -8078128 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -8078163.000000 Penalty: 5300.435059
	Iteration 24Q: 3 clusters Score -8078163 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -8078181.500000 Penalty: 5300.435059
	Iteration 25Q: 3 clusters Score -8078182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -8078195.500000 Penalty: 5300.435059
	Iteration 26Q: 3 clusters Score -8078196 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -8078229.500000 Penalty: 5300.435059
	Iteration 27Q: 3 clusters Score -8078230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -8078265.000000 Penalty: 5300.435059
	Iteration 28Q: 3 clusters Score -8078265 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -8078325.500000 Penalty: 5300.435059
	Iteration 29Q: 3 clusters Score -8078326 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -8078338.500000 Penalty: 5300.435059
	Iteration 30Q: 3 clusters Score -8078338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -8078347.500000 Penalty: 5300.435059
	Iteration 31Q: 3 clusters Score -8078348 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -8078361.000000 Penalty: 5300.435059
	Iteration 32Q: 3 clusters Score -8078361 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -8078357.000000 Penalty: 5300.435059
	Iteration 33Q: 3 clusters Score -8078357 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -8078401.000000 Penalty: 5300.435059
	Iteration 34Q: 3 clusters Score -8078401 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -8078412.000000 Penalty: 5300.435059
	Iteration 35Q: 3 clusters Score -8078412 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -8078435.500000 Penalty: 5300.435059
	Iteration 36Q: 3 clusters Score -8078436 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -8078450.500000 Penalty: 5300.435059
	Iteration 37Q: 3 clusters Score -8078450 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -8078471.500000 Penalty: 5300.435059
	Iteration 38Q: 3 clusters Score -8078472 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -8078480.500000 Penalty: 5300.435059
	Iteration 39Q: 3 clusters Score -8078480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -8078488.000000 Penalty: 5300.435059
	Iteration 40F: 3 clusters Score -8078488 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -8078502.500000 Penalty: 5300.435059
	Iteration 41Q: 3 clusters Score -8078502 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -8078496.500000 Penalty: 5300.435059
	Iteration 42Q: 3 clusters Score -8078496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -8078509.000000 Penalty: 5300.435059
	Iteration 43Q: 3 clusters Score -8078509 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -8078514.500000 Penalty: 5300.435059
	Iteration 44Q: 3 clusters Score -8078514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -8078522.000000 Penalty: 5300.435059
	Iteration 45Q: 3 clusters Score -8078522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -8078537.500000 Penalty: 5300.435059
	Iteration 46Q: 3 clusters Score -8078538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -8078540.500000 Penalty: 5300.435059
	Iteration 47Q: 3 clusters Score -8078540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -8078554.000000 Penalty: 5300.435059
	Iteration 48Q: 3 clusters Score -8078554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -8078545.000000 Penalty: 5300.435059
	Iteration 49Q: 3 clusters Score -8078545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -8078557.000000 Penalty: 5300.435059
	Iteration 50Q: 3 clusters Score -8078557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -8078565.500000 Penalty: 5300.435059
	Iteration 51Q: 3 clusters Score -8078566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -8078570.500000 Penalty: 5300.435059
	Iteration 52Q: 3 clusters Score -8078570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -8078586.500000 Penalty: 5300.435059
	Iteration 53Q: 3 clusters Score -8078586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -8078597.000000 Penalty: 5300.435059
	Iteration 54Q: 3 clusters Score -8078597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -8078600.000000 Penalty: 5300.435059
	Iteration 55Q: 3 clusters Score -8078600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -8078608.000000 Penalty: 5300.435059
	Iteration 56Q: 3 clusters Score -8078608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -8078616.500000 Penalty: 5300.435059
	Iteration 57Q: 3 clusters Score -8078616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -8078632.500000 Penalty: 5300.435059
	Iteration 58Q: 3 clusters Score -8078632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -8078634.000000 Penalty: 5300.435059
	Iteration 59Q: 3 clusters Score -8078634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -8078641.500000 Penalty: 5300.435059
	Iteration 60F: 3 clusters Score -8078642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -8078652.000000 Penalty: 5300.435059
	Iteration 61Q: 3 clusters Score -8078652 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -8078672.500000 Penalty: 5300.435059
	Iteration 62Q: 3 clusters Score -8078672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -8078684.500000 Penalty: 5300.435059
	Iteration 63Q: 3 clusters Score -8078684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -8078688.000000 Penalty: 5300.435059
	Iteration 64Q: 3 clusters Score -8078688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -8078707.500000 Penalty: 5300.435059
	Iteration 65Q: 3 clusters Score -8078708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -8078713.000000 Penalty: 5300.435059
	Iteration 66Q: 3 clusters Score -8078713 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -8078725.000000 Penalty: 5300.435059
	Iteration 67Q: 3 clusters Score -8078725 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -8078754.000000 Penalty: 5300.435059
	Iteration 68Q: 3 clusters Score -8078754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -8078748.500000 Penalty: 5300.435059
	Iteration 69Q: 3 clusters Score -8078748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -8078753.500000 Penalty: 5300.435059
	Iteration 70Q: 3 clusters Score -8078754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -8078766.000000 Penalty: 5300.435059
	Iteration 71Q: 3 clusters Score -8078766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -8078770.000000 Penalty: 5300.435059
	Iteration 72Q: 3 clusters Score -8078770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -8078769.000000 Penalty: 5300.435059
	Iteration 73Q: 3 clusters Score -8078769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -8078763.000000 Penalty: 5300.435059
	Iteration 74Q: 3 clusters Score -8078763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -8078764.500000 Penalty: 5300.435059
	Iteration 75Q: 3 clusters Score -8078764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -8078785.500000 Penalty: 5300.435059
	Iteration 76Q: 3 clusters Score -8078786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -8078791.500000 Penalty: 5300.435059
	Iteration 77Q: 3 clusters Score -8078792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -8078795.000000 Penalty: 5300.435059
	Iteration 78Q: 3 clusters Score -8078795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -8078794.500000 Penalty: 5300.435059
	Iteration 79Q: 3 clusters Score -8078794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -8078803.500000 Penalty: 5300.435059
	Iteration 80F: 3 clusters Score -8078804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -8078817.500000 Penalty: 5300.435059
	Iteration 81Q: 3 clusters Score -8078818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -8078795.000000 Penalty: 5300.435059
	Iteration 82Q: 3 clusters Score -8078795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -8078790.000000 Penalty: 5300.435059
	Iteration 83Q: 3 clusters Score -8078790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -8078800.500000 Penalty: 5300.435059
	Iteration 84Q: 3 clusters Score -8078800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -8078807.500000 Penalty: 5300.435059
	Iteration 85Q: 3 clusters Score -8078808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -8078803.500000 Penalty: 5300.435059
	Iteration 86Q: 3 clusters Score -8078804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -8078801.000000 Penalty: 5300.435059
	Iteration 87Q: 3 clusters Score -8078801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -8078805.500000 Penalty: 5300.435059
	Iteration 88Q: 3 clusters Score -8078806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -8078802.000000 Penalty: 5300.435059
	Iteration 89Q: 3 clusters Score -8078802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -8078801.000000 Penalty: 5300.435059
	Iteration 90Q: 3 clusters Score -8078801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -8078801.000000 Penalty: 5300.435059
	Iteration 91F: 3 clusters Score -8078801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Entering Unmasked Estep 
Score: -8857816.000000 Penalty: 2670.213135
	Iteration 0F: 2 clusters Score -8857816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -8829411.000000 Penalty: 5340.426270
	Iteration 0F: 3 clusters Score -8829411 nChanged 21913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -8841498.000000 Penalty: 5340.426270
	Iteration 1F: 3 clusters Score -8841498 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -8842112.000000 Penalty: 5340.426270
	Iteration 2Q: 3 clusters Score -8842112 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -8842633.000000 Penalty: 5340.426270
	Iteration 3Q: 3 clusters Score -8842633 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -8843258.000000 Penalty: 5340.426270
	Iteration 4Q: 3 clusters Score -8843258 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -8844178.000000 Penalty: 5340.426270
	Iteration 5Q: 3 clusters Score -8844178 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -8845440.000000 Penalty: 5340.426270
	Iteration 6F: 3 clusters Score -8845440 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -8847248.000000 Penalty: 5340.426270
	Iteration 7F: 3 clusters Score -8847248 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -8849494.000000 Penalty: 5340.426270
	Iteration 8F: 3 clusters Score -8849494 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -8852017.000000 Penalty: 5340.426270
	Iteration 9F: 3 clusters Score -8852017 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -8854032.000000 Penalty: 5340.426270
	Iteration 10F: 3 clusters Score -8854032 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -8855357.000000 Penalty: 5340.426270
	Iteration 11Q: 3 clusters Score -8855357 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -8855994.000000 Penalty: 5340.426270
	Iteration 12Q: 3 clusters Score -8855994 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -8856316.000000 Penalty: 5340.426270
	Iteration 13Q: 3 clusters Score -8856316 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -8856571.000000 Penalty: 5340.426270
	Iteration 14Q: 3 clusters Score -8856571 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -8856737.000000 Penalty: 5340.426270
	Iteration 15Q: 3 clusters Score -8856737 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -8856892.000000 Penalty: 5340.426270
	Iteration 16Q: 3 clusters Score -8856892 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -8857024.000000 Penalty: 5340.426270
	Iteration 17Q: 3 clusters Score -8857024 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -8857171.000000 Penalty: 5340.426270
	Iteration 18Q: 3 clusters Score -8857171 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -8857278.000000 Penalty: 5340.426270
	Iteration 19Q: 3 clusters Score -8857278 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -8857401.000000 Penalty: 5340.426270
	Iteration 20F: 3 clusters Score -8857401 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -8857400.000000 Penalty: 5340.426270
	Iteration 21Q: 3 clusters Score -8857400 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -8857414.000000 Penalty: 5340.426270
	Iteration 22Q: 3 clusters Score -8857414 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -8857374.000000 Penalty: 5340.426270
	Iteration 23Q: 3 clusters Score -8857374 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -8857331.000000 Penalty: 5340.426270
	Iteration 24Q: 3 clusters Score -8857331 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8857266.000000 Penalty: 5340.426270
	Iteration 25Q: 3 clusters Score -8857266 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -8857178.000000 Penalty: 5340.426270
	Iteration 26Q: 3 clusters Score -8857178 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -8857089.000000 Penalty: 5340.426270
	Iteration 27Q: 3 clusters Score -8857089 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -8857000.000000 Penalty: 5340.426270
	Iteration 28Q: 3 clusters Score -8857000 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -8856895.000000 Penalty: 5340.426270
	Iteration 29Q: 3 clusters Score -8856895 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -8856768.000000 Penalty: 5340.426270
	Iteration 30Q: 3 clusters Score -8856768 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -8856687.000000 Penalty: 5340.426270
	Iteration 31Q: 3 clusters Score -8856687 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -8856595.000000 Penalty: 5340.426270
	Iteration 32Q: 3 clusters Score -8856595 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8856484.000000 Penalty: 5340.426270
	Iteration 33Q: 3 clusters Score -8856484 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -8856428.000000 Penalty: 5340.426270
	Iteration 34Q: 3 clusters Score -8856428 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -8856393.000000 Penalty: 5340.426270
	Iteration 35Q: 3 clusters Score -8856393 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -8856332.000000 Penalty: 5340.426270
	Iteration 36Q: 3 clusters Score -8856332 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -8856303.000000 Penalty: 5340.426270
	Iteration 37Q: 3 clusters Score -8856303 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -8856274.000000 Penalty: 5340.426270
	Iteration 38Q: 3 clusters Score -8856274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -8856275.000000 Penalty: 5340.426270
	Iteration 39Q: 3 clusters Score -8856275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -8856266.000000 Penalty: 5340.426270
	Iteration 40F: 3 clusters Score -8856266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -8856250.000000 Penalty: 5340.426270
	Iteration 41Q: 3 clusters Score -8856250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -8856235.000000 Penalty: 5340.426270
	Iteration 42Q: 3 clusters Score -8856235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -8856210.000000 Penalty: 5340.426270
	Iteration 43Q: 3 clusters Score -8856210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -8856196.000000 Penalty: 5340.426270
	Iteration 44Q: 3 clusters Score -8856196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -8856189.000000 Penalty: 5340.426270
	Iteration 45Q: 3 clusters Score -8856189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -8856186.000000 Penalty: 5340.426270
	Iteration 46Q: 3 clusters Score -8856186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -8856181.000000 Penalty: 5340.426270
	Iteration 47Q: 3 clusters Score -8856181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -8856183.000000 Penalty: 5340.426270
	Iteration 48Q: 3 clusters Score -8856183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -8856181.000000 Penalty: 5340.426270
	Iteration 49Q: 3 clusters Score -8856181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -8856180.000000 Penalty: 5340.426270
	Iteration 50Q: 3 clusters Score -8856180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -8856169.000000 Penalty: 5340.426270
	Iteration 51Q: 3 clusters Score -8856169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -8856167.000000 Penalty: 5340.426270
	Iteration 52Q: 3 clusters Score -8856167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -8856168.000000 Penalty: 5340.426270
	Iteration 53Q: 3 clusters Score -8856168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -8856169.000000 Penalty: 5340.426270
	Iteration 54Q: 3 clusters Score -8856169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -8856166.000000 Penalty: 5340.426270
	Iteration 55Q: 3 clusters Score -8856166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -8856159.000000 Penalty: 5340.426270
	Iteration 56Q: 3 clusters Score -8856159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -8856161.000000 Penalty: 5340.426270
	Iteration 57Q: 3 clusters Score -8856161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -8856157.000000 Penalty: 5340.426270
	Iteration 58Q: 3 clusters Score -8856157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -8856157.000000 Penalty: 5340.426270
	Iteration 59F: 3 clusters Score -8856157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Entering Unmasked Estep 
Score: -8350302.000000 Penalty: 2659.386719
	Iteration 0F: 2 clusters Score -8350302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -8320669.500000 Penalty: 5318.773438
	Iteration 0F: 3 clusters Score -8320670 nChanged 20701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -8331964.500000 Penalty: 5318.773438
	Iteration 1F: 3 clusters Score -8331964 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -8332697.000000 Penalty: 5318.773438
	Iteration 2Q: 3 clusters Score -8332697 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -8333740.500000 Penalty: 5318.773438
	Iteration 3Q: 3 clusters Score -8333740 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -8334941.500000 Penalty: 5318.773438
	Iteration 4F: 3 clusters Score -8334942 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -8336428.000000 Penalty: 5318.773438
	Iteration 5F: 3 clusters Score -8336428 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -8338097.000000 Penalty: 5318.773438
	Iteration 6F: 3 clusters Score -8338097 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -8339891.500000 Penalty: 5318.773438
	Iteration 7F: 3 clusters Score -8339892 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -8341869.000000 Penalty: 5318.773438
	Iteration 8F: 3 clusters Score -8341869 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -8343609.500000 Penalty: 5318.773438
	Iteration 9F: 3 clusters Score -8343610 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -8344499.500000 Penalty: 5318.773438
	Iteration 10Q: 3 clusters Score -8344500 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -8345043.500000 Penalty: 5318.773438
	Iteration 11Q: 3 clusters Score -8345044 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -8345376.500000 Penalty: 5318.773438
	Iteration 12Q: 3 clusters Score -8345376 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -8345656.000000 Penalty: 5318.773438
	Iteration 13Q: 3 clusters Score -8345656 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -8345972.500000 Penalty: 5318.773438
	Iteration 14Q: 3 clusters Score -8345972 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -8346268.500000 Penalty: 5318.773438
	Iteration 15Q: 3 clusters Score -8346268 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -8346541.500000 Penalty: 5318.773438
	Iteration 16Q: 3 clusters Score -8346542 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -8346808.000000 Penalty: 5318.773438
	Iteration 17Q: 3 clusters Score -8346808 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -8346999.500000 Penalty: 5318.773438
	Iteration 18Q: 3 clusters Score -8347000 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -8347160.500000 Penalty: 5318.773438
	Iteration 19Q: 3 clusters Score -8347160 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -8347345.000000 Penalty: 5318.773438
	Iteration 20F: 3 clusters Score -8347345 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -8347504.000000 Penalty: 5318.773438
	Iteration 21Q: 3 clusters Score -8347504 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -8347678.000000 Penalty: 5318.773438
	Iteration 22Q: 3 clusters Score -8347678 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -8347800.500000 Penalty: 5318.773438
	Iteration 23Q: 3 clusters Score -8347800 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -8347898.500000 Penalty: 5318.773438
	Iteration 24Q: 3 clusters Score -8347898 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -8348000.000000 Penalty: 5318.773438
	Iteration 25Q: 3 clusters Score -8348000 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -8348100.000000 Penalty: 5318.773438
	Iteration 26Q: 3 clusters Score -8348100 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -8348213.500000 Penalty: 5318.773438
	Iteration 27Q: 3 clusters Score -8348214 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -8348290.000000 Penalty: 5318.773438
	Iteration 28Q: 3 clusters Score -8348290 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -8348387.000000 Penalty: 5318.773438
	Iteration 29Q: 3 clusters Score -8348387 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -8348498.500000 Penalty: 5318.773438
	Iteration 30Q: 3 clusters Score -8348498 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -8348571.000000 Penalty: 5318.773438
	Iteration 31Q: 3 clusters Score -8348571 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -8348641.000000 Penalty: 5318.773438
	Iteration 32Q: 3 clusters Score -8348641 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -8348756.500000 Penalty: 5318.773438
	Iteration 33Q: 3 clusters Score -8348756 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -8348822.500000 Penalty: 5318.773438
	Iteration 34Q: 3 clusters Score -8348822 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -8348880.500000 Penalty: 5318.773438
	Iteration 35Q: 3 clusters Score -8348880 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -8348978.500000 Penalty: 5318.773438
	Iteration 36Q: 3 clusters Score -8348978 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -8349038.000000 Penalty: 5318.773438
	Iteration 37Q: 3 clusters Score -8349038 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -8349098.000000 Penalty: 5318.773438
	Iteration 38Q: 3 clusters Score -8349098 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -8349165.000000 Penalty: 5318.773438
	Iteration 39Q: 3 clusters Score -8349165 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -8349222.500000 Penalty: 5318.773438
	Iteration 40F: 3 clusters Score -8349222 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -8349269.000000 Penalty: 5318.773438
	Iteration 41Q: 3 clusters Score -8349269 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -8349304.500000 Penalty: 5318.773438
	Iteration 42Q: 3 clusters Score -8349304 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -8349333.000000 Penalty: 5318.773438
	Iteration 43Q: 3 clusters Score -8349333 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -8349369.500000 Penalty: 5318.773438
	Iteration 44Q: 3 clusters Score -8349370 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -8349430.000000 Penalty: 5318.773438
	Iteration 45Q: 3 clusters Score -8349430 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -8349461.000000 Penalty: 5318.773438
	Iteration 46Q: 3 clusters Score -8349461 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -8349488.500000 Penalty: 5318.773438
	Iteration 47Q: 3 clusters Score -8349488 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -8349510.500000 Penalty: 5318.773438
	Iteration 48Q: 3 clusters Score -8349510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -8349529.000000 Penalty: 5318.773438
	Iteration 49Q: 3 clusters Score -8349529 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -8349542.000000 Penalty: 5318.773438
	Iteration 50Q: 3 clusters Score -8349542 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -8349549.500000 Penalty: 5318.773438
	Iteration 51Q: 3 clusters Score -8349550 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -8349596.000000 Penalty: 5318.773438
	Iteration 52Q: 3 clusters Score -8349596 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -8349614.000000 Penalty: 5318.773438
	Iteration 53Q: 3 clusters Score -8349614 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -8349642.000000 Penalty: 5318.773438
	Iteration 54Q: 3 clusters Score -8349642 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -8349627.000000 Penalty: 5318.773438
	Iteration 55Q: 3 clusters Score -8349627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -8349647.500000 Penalty: 5318.773438
	Iteration 56Q: 3 clusters Score -8349648 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -8349649.000000 Penalty: 5318.773438
	Iteration 57Q: 3 clusters Score -8349649 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -8349626.000000 Penalty: 5318.773438
	Iteration 58Q: 3 clusters Score -8349626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -8349608.500000 Penalty: 5318.773438
	Iteration 59Q: 3 clusters Score -8349608 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -8349598.500000 Penalty: 5318.773438
	Iteration 60F: 3 clusters Score -8349598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -8349612.500000 Penalty: 5318.773438
	Iteration 61Q: 3 clusters Score -8349612 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -8349633.500000 Penalty: 5318.773438
	Iteration 62Q: 3 clusters Score -8349634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -8349624.500000 Penalty: 5318.773438
	Iteration 63Q: 3 clusters Score -8349624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -8349628.000000 Penalty: 5318.773438
	Iteration 64Q: 3 clusters Score -8349628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -8349636.500000 Penalty: 5318.773438
	Iteration 65Q: 3 clusters Score -8349636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -8349624.500000 Penalty: 5318.773438
	Iteration 66Q: 3 clusters Score -8349624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -8349616.000000 Penalty: 5318.773438
	Iteration 67Q: 3 clusters Score -8349616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -8349619.500000 Penalty: 5318.773438
	Iteration 68Q: 3 clusters Score -8349620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -8349621.500000 Penalty: 5318.773438
	Iteration 69Q: 3 clusters Score -8349622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -8349601.500000 Penalty: 5318.773438
	Iteration 70Q: 3 clusters Score -8349602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -8349612.500000 Penalty: 5318.773438
	Iteration 71Q: 3 clusters Score -8349612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -8349616.000000 Penalty: 5318.773438
	Iteration 72Q: 3 clusters Score -8349616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -8349611.000000 Penalty: 5318.773438
	Iteration 73Q: 3 clusters Score -8349611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -8349602.500000 Penalty: 5318.773438
	Iteration 74Q: 3 clusters Score -8349602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -8349605.000000 Penalty: 5318.773438
	Iteration 75Q: 3 clusters Score -8349605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8349584.500000 Penalty: 5318.773438
	Iteration 76Q: 3 clusters Score -8349584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -8349578.500000 Penalty: 5318.773438
	Iteration 77Q: 3 clusters Score -8349578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -8349582.000000 Penalty: 5318.773438
	Iteration 78Q: 3 clusters Score -8349582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -8349571.000000 Penalty: 5318.773438
	Iteration 79Q: 3 clusters Score -8349571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -8349569.500000 Penalty: 5318.773438
	Iteration 80F: 3 clusters Score -8349570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -8349572.000000 Penalty: 5318.773438
	Iteration 81Q: 3 clusters Score -8349572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -8349573.500000 Penalty: 5318.773438
	Iteration 82Q: 3 clusters Score -8349574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -8349582.000000 Penalty: 5318.773438
	Iteration 83Q: 3 clusters Score -8349582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -8349572.000000 Penalty: 5318.773438
	Iteration 84Q: 3 clusters Score -8349572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8349568.000000 Penalty: 5318.773438
	Iteration 85Q: 3 clusters Score -8349568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -8349566.500000 Penalty: 5318.773438
	Iteration 86Q: 3 clusters Score -8349566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8349565.500000 Penalty: 5318.773438
	Iteration 87Q: 3 clusters Score -8349566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -8349563.500000 Penalty: 5318.773438
	Iteration 88Q: 3 clusters Score -8349564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -8349564.500000 Penalty: 5318.773438
	Iteration 89Q: 3 clusters Score -8349564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -8349565.000000 Penalty: 5318.773438
	Iteration 90Q: 3 clusters Score -8349565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -8349574.000000 Penalty: 5318.773438
	Iteration 91Q: 3 clusters Score -8349574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -8349574.500000 Penalty: 5318.773438
	Iteration 92Q: 3 clusters Score -8349574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -8349565.500000 Penalty: 5318.773438
	Iteration 93Q: 3 clusters Score -8349566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -8349570.000000 Penalty: 5318.773438
	Iteration 94Q: 3 clusters Score -8349570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -8349569.500000 Penalty: 5318.773438
	Iteration 95Q: 3 clusters Score -8349570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -8349564.500000 Penalty: 5318.773438
	Iteration 96Q: 3 clusters Score -8349564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -8349566.000000 Penalty: 5318.773438
	Iteration 97Q: 3 clusters Score -8349566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -8349562.500000 Penalty: 5318.773438
	Iteration 98Q: 3 clusters Score -8349562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -8349560.000000 Penalty: 5318.773438
	Iteration 99Q: 3 clusters Score -8349560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -8349556.000000 Penalty: 5318.773438
	Iteration 100F: 3 clusters Score -8349556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8349556.500000 Penalty: 5318.773438
	Iteration 101Q: 3 clusters Score -8349556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -8349575.000000 Penalty: 5318.773438
	Iteration 102Q: 3 clusters Score -8349575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8349572.500000 Penalty: 5318.773438
	Iteration 103Q: 3 clusters Score -8349572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -8349577.500000 Penalty: 5318.773438
	Iteration 104Q: 3 clusters Score -8349578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -8349573.000000 Penalty: 5318.773438
	Iteration 105Q: 3 clusters Score -8349573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -8349573.500000 Penalty: 5318.773438
	Iteration 106Q: 3 clusters Score -8349574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8349574.000000 Penalty: 5318.773438
	Iteration 107Q: 3 clusters Score -8349574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -8349575.000000 Penalty: 5318.773438
	Iteration 108Q: 3 clusters Score -8349575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8349577.500000 Penalty: 5318.773438
	Iteration 109Q: 3 clusters Score -8349578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8349577.500000 Penalty: 5318.773438
	Iteration 110F: 3 clusters Score -8349578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53429 members 
Entering Unmasked Estep 
Score: -9988479.000000 Penalty: 2699.755127
	Iteration 0F: 2 clusters Score -9988479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -9959805.000000 Penalty: 5399.510254
	Iteration 0F: 3 clusters Score -9959805 nChanged 24656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -9973279.000000 Penalty: 5399.510254
	Iteration 1F: 3 clusters Score -9973279 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -9973939.000000 Penalty: 5399.510254
	Iteration 2Q: 3 clusters Score -9973939 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -9974586.000000 Penalty: 5399.510254
	Iteration 3Q: 3 clusters Score -9974586 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -9975431.000000 Penalty: 5399.510254
	Iteration 4Q: 3 clusters Score -9975431 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -9976525.000000 Penalty: 5399.510254
	Iteration 5Q: 3 clusters Score -9976525 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -9978111.000000 Penalty: 5399.510254
	Iteration 6F: 3 clusters Score -9978111 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -9980303.000000 Penalty: 5399.510254
	Iteration 7F: 3 clusters Score -9980303 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -9983049.000000 Penalty: 5399.510254
	Iteration 8F: 3 clusters Score -9983049 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -9985586.000000 Penalty: 5399.510254
	Iteration 9F: 3 clusters Score -9985586 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -9987010.000000 Penalty: 5399.510254
	Iteration 10Q: 3 clusters Score -9987010 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -9987510.000000 Penalty: 5399.510254
	Iteration 11Q: 3 clusters Score -9987510 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -9987319.000000 Penalty: 5399.510254
	Iteration 12Q: 3 clusters Score -9987319 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -9987088.000000 Penalty: 5399.510254
	Iteration 13Q: 3 clusters Score -9987088 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9986810.000000 Penalty: 5399.510254
	Iteration 14Q: 3 clusters Score -9986810 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9986591.000000 Penalty: 5399.510254
	Iteration 15Q: 3 clusters Score -9986591 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9986599.000000 Penalty: 5399.510254
	Iteration 16Q: 3 clusters Score -9986599 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9986566.000000 Penalty: 5399.510254
	Iteration 17Q: 3 clusters Score -9986566 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9986506.000000 Penalty: 5399.510254
	Iteration 18Q: 3 clusters Score -9986506 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52925 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9986518.000000 Penalty: 5399.510254
	Iteration 19Q: 3 clusters Score -9986518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9986522.000000 Penalty: 5399.510254
	Iteration 20F: 3 clusters Score -9986522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9986529.000000 Penalty: 5399.510254
	Iteration 21Q: 3 clusters Score -9986529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9986520.000000 Penalty: 5399.510254
	Iteration 22Q: 3 clusters Score -9986520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9986522.000000 Penalty: 5399.510254
	Iteration 23Q: 3 clusters Score -9986522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9986523.000000 Penalty: 5399.510254
	Iteration 24Q: 3 clusters Score -9986523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9986521.000000 Penalty: 5399.510254
	Iteration 25Q: 3 clusters Score -9986521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9986513.000000 Penalty: 5399.510254
	Iteration 26Q: 3 clusters Score -9986513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9986513.000000 Penalty: 5399.510254
	Iteration 27Q: 3 clusters Score -9986513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9986516.000000 Penalty: 5399.510254
	Iteration 28Q: 3 clusters Score -9986516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9986515.000000 Penalty: 5399.510254
	Iteration 29Q: 3 clusters Score -9986515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9986506.000000 Penalty: 5399.510254
	Iteration 30Q: 3 clusters Score -9986506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9986509.000000 Penalty: 5399.510254
	Iteration 31Q: 3 clusters Score -9986509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9986509.000000 Penalty: 5399.510254
	Iteration 32F: 3 clusters Score -9986509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Entering Unmasked Estep 
Score: -8528258.000000 Penalty: 2663.363770
	Iteration 0F: 2 clusters Score -8528258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -8498413.000000 Penalty: 5326.727539
	Iteration 0F: 3 clusters Score -8498413 nChanged 21241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -8510182.000000 Penalty: 5326.727539
	Iteration 1F: 3 clusters Score -8510182 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -8510787.000000 Penalty: 5326.727539
	Iteration 2Q: 3 clusters Score -8510787 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -8511500.000000 Penalty: 5326.727539
	Iteration 3Q: 3 clusters Score -8511500 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -8512370.000000 Penalty: 5326.727539
	Iteration 4Q: 3 clusters Score -8512370 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -8513573.000000 Penalty: 5326.727539
	Iteration 5F: 3 clusters Score -8513573 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8515234 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8517321 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8519946 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8522059 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8523076 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -8523609.000000 Penalty: 5326.727539
	Iteration 11Q: 3 clusters Score -8523609 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -8523951.000000 Penalty: 5326.727539
	Iteration 12Q: 3 clusters Score -8523951 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -8524176.000000 Penalty: 5326.727539
	Iteration 13Q: 3 clusters Score -8524176 nChanged 520
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -8524386.000000 Penalty: 5326.727539
	Iteration 14Q: 3 clusters Score -8524386 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8524522 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8524628 nChanged 332
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8524761 nChanged 295
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8524815 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -8524889.000000 Penalty: 5326.727539
	Iteration 19Q: 3 clusters Score -8524889 nChanged 217
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Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -8524947.000000 Penalty: 5326.727539
	Iteration 20F: 3 clusters Score -8524947 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -8524997.000000 Penalty: 5326.727539
	Iteration 21Q: 3 clusters Score -8524997 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8525068 nChanged 223
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -8525109.000000 Penalty: 5326.727539
	Iteration 23Q: 3 clusters Score -8525109 nChanged 229
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -8525187.000000 Penalty: 5326.727539
	Iteration 24Q: 3 clusters Score -8525187 nChanged 233
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -8525254.000000 Penalty: 5326.727539
	Iteration 25Q: 3 clusters Score -8525254 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -8525305.000000 Penalty: 5326.727539
	Iteration 26Q: 3 clusters Score -8525305 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -8525370.000000 Penalty: 5326.727539
	Iteration 27Q: 3 clusters Score -8525370 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8525412 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8525474 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8525543 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8525588 nChanged 153
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Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -8525598.000000 Penalty: 5326.727539
	Iteration 32Q: 3 clusters Score -8525598 nChanged 118
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Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -8525662.000000 Penalty: 5326.727539
	Iteration 33Q: 3 clusters Score -8525662 nChanged 128
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Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -8525680.000000 Penalty: 5326.727539
	Iteration 34Q: 3 clusters Score -8525680 nChanged 119
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Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8525703 nChanged 104
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Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8525722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8525754 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8525790 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -8525817.000000 Penalty: 5326.727539
	Iteration 39Q: 3 clusters Score -8525817 nChanged 92
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Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -8525836.000000 Penalty: 5326.727539
	Iteration 40F: 3 clusters Score -8525836 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -8525853.000000 Penalty: 5326.727539
	Iteration 41Q: 3 clusters Score -8525853 nChanged 60
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Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -8525858.000000 Penalty: 5326.727539
	Iteration 42Q: 3 clusters Score -8525858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -8525857.000000 Penalty: 5326.727539
	Iteration 43Q: 3 clusters Score -8525857 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -8525861.000000 Penalty: 5326.727539
	Iteration 44Q: 3 clusters Score -8525861 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8525886 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -8525891.000000 Penalty: 5326.727539
	Iteration 46Q: 3 clusters Score -8525891 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -8525907.000000 Penalty: 5326.727539
	Iteration 47Q: 3 clusters Score -8525907 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -8525912.000000 Penalty: 5326.727539
	Iteration 48Q: 3 clusters Score -8525912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -8525911.000000 Penalty: 5326.727539
	Iteration 49Q: 3 clusters Score -8525911 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8525918.000000 Penalty: 5326.727539
	Iteration 50Q: 3 clusters Score -8525918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -8525914.000000 Penalty: 5326.727539
	Iteration 51Q: 3 clusters Score -8525914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -8525911.000000 Penalty: 5326.727539
	Iteration 52Q: 3 clusters Score -8525911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -8525910.000000 Penalty: 5326.727539
	Iteration 53Q: 3 clusters Score -8525910 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -8525900.000000 Penalty: 5326.727539
	Iteration 54Q: 3 clusters Score -8525900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -8525903.000000 Penalty: 5326.727539
	Iteration 55Q: 3 clusters Score -8525903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -8525904.000000 Penalty: 5326.727539
	Iteration 56Q: 3 clusters Score -8525904 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7730 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8525918 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -8525920.000000 Penalty: 5326.727539
	Iteration 58Q: 3 clusters Score -8525920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -8525924.000000 Penalty: 5326.727539
	Iteration 59Q: 3 clusters Score -8525924 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -8525920.000000 Penalty: 5326.727539
	Iteration 60F: 3 clusters Score -8525920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -8525916.000000 Penalty: 5326.727539
	Iteration 61Q: 3 clusters Score -8525916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -8525918.000000 Penalty: 5326.727539
	Iteration 62Q: 3 clusters Score -8525918 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -8525922.000000 Penalty: 5326.727539
	Iteration 63Q: 3 clusters Score -8525922 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -8525921.000000 Penalty: 5326.727539
	Iteration 64Q: 3 clusters Score -8525921 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -8525924.000000 Penalty: 5326.727539
	Iteration 65Q: 3 clusters Score -8525924 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -8525937.000000 Penalty: 5326.727539
	Iteration 66Q: 3 clusters Score -8525937 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -8525936.000000 Penalty: 5326.727539
	Iteration 67Q: 3 clusters Score -8525936 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -8525939.000000 Penalty: 5326.727539
	Iteration 68Q: 3 clusters Score -8525939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -8525934.000000 Penalty: 5326.727539
	Iteration 69Q: 3 clusters Score -8525934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -8525942.000000 Penalty: 5326.727539
	Iteration 70Q: 3 clusters Score -8525942 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -8525931.000000 Penalty: 5326.727539
	Iteration 71Q: 3 clusters Score -8525931 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7630 members 
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Entering Unmasked Estep 
Score: -8525938.000000 Penalty: 5326.727539
	Iteration 72Q: 3 clusters Score -8525938 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -8525927.000000 Penalty: 5326.727539
	Iteration 73Q: 3 clusters Score -8525927 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8525937 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7601 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8525934 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8525939 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -8525950.000000 Penalty: 5326.727539
	Iteration 77Q: 3 clusters Score -8525950 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7578 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8525951 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7567 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8525957 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8525952 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7542 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8525951 nChanged 5
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8525946 nChanged 4
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Entering Unmasked Estep 
Score: -8525941.000000 Penalty: 5326.727539
	Iteration 83Q: 3 clusters Score -8525941 nChanged 5
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8525947 nChanged 6
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8525947 nChanged 5
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8525946 nChanged 6
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8525946 nChanged 9
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8525949 nChanged 12
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8525949 nChanged 7
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8525946 nChanged 6
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Entering Unmasked Estep 
Score: -8525948.000000 Penalty: 5326.727539
	Iteration 91Q: 3 clusters Score -8525948 nChanged 4
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Mstep: Class 1 contains 7473 members 
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Entering Unmasked Estep 
Score: -8525945.000000 Penalty: 5326.727539
	Iteration 92Q: 3 clusters Score -8525945 nChanged 5
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8525956 nChanged 3
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8525957 nChanged 3
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8525958 nChanged 2
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8525953 nChanged 5
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8525956 nChanged 4
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8525961 nChanged 3
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8525955 nChanged 0
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -8525955.000000 Penalty: 5326.727539
	Iteration 100F: 3 clusters Score -8525955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -652729.250000 Penalty: 2028.302368
	Iteration 0F: 2 clusters Score -652729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -649109.687500 Penalty: 4056.604736
	Iteration 0F: 3 clusters Score -649109.7 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -649879.375000 Penalty: 4056.604736
	Iteration 1F: 3 clusters Score -649879.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -650035.937500 Penalty: 4056.604736
	Iteration 2F: 3 clusters Score -650035.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -650112.625000 Penalty: 4056.604736
	Iteration 3Q: 3 clusters Score -650112.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -650168.062500 Penalty: 4056.604736
	Iteration 4Q: 3 clusters Score -650168.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -650209.312500 Penalty: 4056.604736
	Iteration 5Q: 3 clusters Score -650209.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -650241.937500 Penalty: 4056.604736
	Iteration 6Q: 3 clusters Score -650241.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -650264.625000 Penalty: 4056.604736
	Iteration 7Q: 3 clusters Score -650264.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -650286.812500 Penalty: 4056.604736
	Iteration 8Q: 3 clusters Score -650286.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -650304.875000 Penalty: 4056.604736
	Iteration 9Q: 3 clusters Score -650304.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -650322.062500 Penalty: 4056.604736
	Iteration 10Q: 3 clusters Score -650322.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -650340.625000 Penalty: 4056.604736
	Iteration 11Q: 3 clusters Score -650340.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -650363.562500 Penalty: 4056.604736
	Iteration 12Q: 3 clusters Score -650363.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -650382.750000 Penalty: 4056.604736
	Iteration 13Q: 3 clusters Score -650382.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -650394.312500 Penalty: 4056.604736
	Iteration 14Q: 3 clusters Score -650394.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -650403.062500 Penalty: 4056.604736
	Iteration 15Q: 3 clusters Score -650403.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -650407.750000 Penalty: 4056.604736
	Iteration 16Q: 3 clusters Score -650407.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -650414.687500 Penalty: 4056.604736
	Iteration 17Q: 3 clusters Score -650414.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -650417.625000 Penalty: 4056.604736
	Iteration 18Q: 3 clusters Score -650417.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -650420.875000 Penalty: 4056.604736
	Iteration 19Q: 3 clusters Score -650420.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -650425.125000 Penalty: 4056.604736
	Iteration 20F: 3 clusters Score -650425.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -650430.375000 Penalty: 4056.604736
	Iteration 21Q: 3 clusters Score -650430.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -650434.812500 Penalty: 4056.604736
	Iteration 22Q: 3 clusters Score -650434.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -650436.437500 Penalty: 4056.604736
	Iteration 23Q: 3 clusters Score -650436.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -650441.375000 Penalty: 4056.604736
	Iteration 24Q: 3 clusters Score -650441.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -650444.125000 Penalty: 4056.604736
	Iteration 25Q: 3 clusters Score -650444.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -650448.000000 Penalty: 4056.604736
	Iteration 26Q: 3 clusters Score -650448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -650450.125000 Penalty: 4056.604736
	Iteration 27Q: 3 clusters Score -650450.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -650452.687500 Penalty: 4056.604736
	Iteration 28Q: 3 clusters Score -650452.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -650455.937500 Penalty: 4056.604736
	Iteration 29Q: 3 clusters Score -650455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -650459.875000 Penalty: 4056.604736
	Iteration 30Q: 3 clusters Score -650459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -650461.937500 Penalty: 4056.604736
	Iteration 31Q: 3 clusters Score -650461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -650462.000000 Penalty: 4056.604736
	Iteration 32Q: 3 clusters Score -650462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -650463.500000 Penalty: 4056.604736
	Iteration 33Q: 3 clusters Score -650463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -650464.000000 Penalty: 4056.604736
	Iteration 34Q: 3 clusters Score -650464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -650465.812500 Penalty: 4056.604736
	Iteration 35Q: 3 clusters Score -650465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -650467.125000 Penalty: 4056.604736
	Iteration 36Q: 3 clusters Score -650467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -650467.812500 Penalty: 4056.604736
	Iteration 37Q: 3 clusters Score -650467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -650470.937500 Penalty: 4056.604736
	Iteration 38Q: 3 clusters Score -650470.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -650471.250000 Penalty: 4056.604736
	Iteration 39Q: 3 clusters Score -650471.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -650474.000000 Penalty: 4056.604736
	Iteration 40F: 3 clusters Score -650474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -650477.437500 Penalty: 4056.604736
	Iteration 41Q: 3 clusters Score -650477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -650478.937500 Penalty: 4056.604736
	Iteration 42Q: 3 clusters Score -650478.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -650482.625000 Penalty: 4056.604736
	Iteration 43Q: 3 clusters Score -650482.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -650485.312500 Penalty: 4056.604736
	Iteration 44Q: 3 clusters Score -650485.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -650490.562500 Penalty: 4056.604736
	Iteration 45Q: 3 clusters Score -650490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -650491.312500 Penalty: 4056.604736
	Iteration 46Q: 3 clusters Score -650491.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -650492.937500 Penalty: 4056.604736
	Iteration 47Q: 3 clusters Score -650492.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -650495.687500 Penalty: 4056.604736
	Iteration 48Q: 3 clusters Score -650495.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -650498.562500 Penalty: 4056.604736
	Iteration 49Q: 3 clusters Score -650498.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -650504.125000 Penalty: 4056.604736
	Iteration 50Q: 3 clusters Score -650504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -650510.250000 Penalty: 4056.604736
	Iteration 51Q: 3 clusters Score -650510.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -650513.500000 Penalty: 4056.604736
	Iteration 52Q: 3 clusters Score -650513.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -650519.875000 Penalty: 4056.604736
	Iteration 53Q: 3 clusters Score -650519.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -650522.437500 Penalty: 4056.604736
	Iteration 54Q: 3 clusters Score -650522.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -650525.250000 Penalty: 4056.604736
	Iteration 55Q: 3 clusters Score -650525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -650527.812500 Penalty: 4056.604736
	Iteration 56Q: 3 clusters Score -650527.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -650528.062500 Penalty: 4056.604736
	Iteration 57Q: 3 clusters Score -650528.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -650530.187500 Penalty: 4056.604736
	Iteration 58Q: 3 clusters Score -650530.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -650531.625000 Penalty: 4056.604736
	Iteration 59Q: 3 clusters Score -650531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -650531.750000 Penalty: 4056.604736
	Iteration 60F: 3 clusters Score -650531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -650533.625000 Penalty: 4056.604736
	Iteration 61Q: 3 clusters Score -650533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -650533.562500 Penalty: 4056.604736
	Iteration 62Q: 3 clusters Score -650533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -650533.562500 Penalty: 4056.604736
	Iteration 63Q: 3 clusters Score -650533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -650533.562500 Penalty: 4056.604736
	Iteration 64F: 3 clusters Score -650533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Entering Unmasked Estep 
Score: -8527790.000000 Penalty: 2663.035889
	Iteration 0F: 2 clusters Score -8527790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -8497902.000000 Penalty: 5326.071777
	Iteration 0F: 3 clusters Score -8497902 nChanged 21137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -8509724.000000 Penalty: 5326.071777
	Iteration 1F: 3 clusters Score -8509724 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -8510418.000000 Penalty: 5326.071777
	Iteration 2Q: 3 clusters Score -8510418 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -8511240.000000 Penalty: 5326.071777
	Iteration 3Q: 3 clusters Score -8511240 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -8512265.000000 Penalty: 5326.071777
	Iteration 4Q: 3 clusters Score -8512265 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -8513701.000000 Penalty: 5326.071777
	Iteration 5F: 3 clusters Score -8513701 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -8515801.000000 Penalty: 5326.071777
	Iteration 6F: 3 clusters Score -8515801 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -8518410.000000 Penalty: 5326.071777
	Iteration 7F: 3 clusters Score -8518410 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -8521035.000000 Penalty: 5326.071777
	Iteration 8F: 3 clusters Score -8521035 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -8522980.000000 Penalty: 5326.071777
	Iteration 9F: 3 clusters Score -8522980 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -8523883.000000 Penalty: 5326.071777
	Iteration 10Q: 3 clusters Score -8523883 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -8524315.000000 Penalty: 5326.071777
	Iteration 11Q: 3 clusters Score -8524315 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -8524564.000000 Penalty: 5326.071777
	Iteration 12Q: 3 clusters Score -8524564 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -8524692.000000 Penalty: 5326.071777
	Iteration 13Q: 3 clusters Score -8524692 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -8524854.000000 Penalty: 5326.071777
	Iteration 14Q: 3 clusters Score -8524854 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -8524949.000000 Penalty: 5326.071777
	Iteration 15Q: 3 clusters Score -8524949 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -8525024.000000 Penalty: 5326.071777
	Iteration 16Q: 3 clusters Score -8525024 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -8525097.000000 Penalty: 5326.071777
	Iteration 17Q: 3 clusters Score -8525097 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -8525161.000000 Penalty: 5326.071777
	Iteration 18Q: 3 clusters Score -8525161 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -8525226.000000 Penalty: 5326.071777
	Iteration 19Q: 3 clusters Score -8525226 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -8525298.000000 Penalty: 5326.071777
	Iteration 20F: 3 clusters Score -8525298 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -8525336.000000 Penalty: 5326.071777
	Iteration 21Q: 3 clusters Score -8525336 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -8525360.000000 Penalty: 5326.071777
	Iteration 22Q: 3 clusters Score -8525360 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -8525411.000000 Penalty: 5326.071777
	Iteration 23Q: 3 clusters Score -8525411 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -8525464.000000 Penalty: 5326.071777
	Iteration 24Q: 3 clusters Score -8525464 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -8525490.000000 Penalty: 5326.071777
	Iteration 25Q: 3 clusters Score -8525490 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -8525517.000000 Penalty: 5326.071777
	Iteration 26Q: 3 clusters Score -8525517 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -8525572.000000 Penalty: 5326.071777
	Iteration 27Q: 3 clusters Score -8525572 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -8525582.000000 Penalty: 5326.071777
	Iteration 28Q: 3 clusters Score -8525582 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -8525605.000000 Penalty: 5326.071777
	Iteration 29Q: 3 clusters Score -8525605 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -8525652.000000 Penalty: 5326.071777
	Iteration 30Q: 3 clusters Score -8525652 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -8525676.000000 Penalty: 5326.071777
	Iteration 31Q: 3 clusters Score -8525676 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -8525700.000000 Penalty: 5326.071777
	Iteration 32Q: 3 clusters Score -8525700 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -8525724.000000 Penalty: 5326.071777
	Iteration 33Q: 3 clusters Score -8525724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -8525734.000000 Penalty: 5326.071777
	Iteration 34Q: 3 clusters Score -8525734 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -8525754.000000 Penalty: 5326.071777
	Iteration 35Q: 3 clusters Score -8525754 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -8525781.000000 Penalty: 5326.071777
	Iteration 36Q: 3 clusters Score -8525781 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -8525789.000000 Penalty: 5326.071777
	Iteration 37Q: 3 clusters Score -8525789 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -8525803.000000 Penalty: 5326.071777
	Iteration 38Q: 3 clusters Score -8525803 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -8525834.000000 Penalty: 5326.071777
	Iteration 39Q: 3 clusters Score -8525834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -8525861.000000 Penalty: 5326.071777
	Iteration 40F: 3 clusters Score -8525861 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -8525857.000000 Penalty: 5326.071777
	Iteration 41Q: 3 clusters Score -8525857 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -8525900.000000 Penalty: 5326.071777
	Iteration 42Q: 3 clusters Score -8525900 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -8525943.000000 Penalty: 5326.071777
	Iteration 43Q: 3 clusters Score -8525943 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -8525955.000000 Penalty: 5326.071777
	Iteration 44Q: 3 clusters Score -8525955 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -8525993.000000 Penalty: 5326.071777
	Iteration 45Q: 3 clusters Score -8525993 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -8526006.000000 Penalty: 5326.071777
	Iteration 46Q: 3 clusters Score -8526006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -8526048.000000 Penalty: 5326.071777
	Iteration 47Q: 3 clusters Score -8526048 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -8526057.000000 Penalty: 5326.071777
	Iteration 48Q: 3 clusters Score -8526057 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -8526089.000000 Penalty: 5326.071777
	Iteration 49Q: 3 clusters Score -8526089 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -8526133.000000 Penalty: 5326.071777
	Iteration 50Q: 3 clusters Score -8526133 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -8526139.000000 Penalty: 5326.071777
	Iteration 51Q: 3 clusters Score -8526139 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -8526145.000000 Penalty: 5326.071777
	Iteration 52Q: 3 clusters Score -8526145 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -8526119.000000 Penalty: 5326.071777
	Iteration 53Q: 3 clusters Score -8526119 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -8526131.000000 Penalty: 5326.071777
	Iteration 54Q: 3 clusters Score -8526131 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -8526178.000000 Penalty: 5326.071777
	Iteration 55Q: 3 clusters Score -8526178 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -8526169.000000 Penalty: 5326.071777
	Iteration 56Q: 3 clusters Score -8526169 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -8526199.000000 Penalty: 5326.071777
	Iteration 57Q: 3 clusters Score -8526199 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -8526189.000000 Penalty: 5326.071777
	Iteration 58Q: 3 clusters Score -8526189 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8526191.000000 Penalty: 5326.071777
	Iteration 59Q: 3 clusters Score -8526191 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -8526192.000000 Penalty: 5326.071777
	Iteration 60F: 3 clusters Score -8526192 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -8526177.000000 Penalty: 5326.071777
	Iteration 61Q: 3 clusters Score -8526177 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -8526192.000000 Penalty: 5326.071777
	Iteration 62Q: 3 clusters Score -8526192 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -8526161.000000 Penalty: 5326.071777
	Iteration 63Q: 3 clusters Score -8526161 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -8526187.000000 Penalty: 5326.071777
	Iteration 64Q: 3 clusters Score -8526187 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -8526189.000000 Penalty: 5326.071777
	Iteration 65Q: 3 clusters Score -8526189 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -8526185.000000 Penalty: 5326.071777
	Iteration 66Q: 3 clusters Score -8526185 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -8526185.000000 Penalty: 5326.071777
	Iteration 67Q: 3 clusters Score -8526185 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -8526173.000000 Penalty: 5326.071777
	Iteration 68Q: 3 clusters Score -8526173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -8526157.000000 Penalty: 5326.071777
	Iteration 69Q: 3 clusters Score -8526157 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -8526159.000000 Penalty: 5326.071777
	Iteration 70Q: 3 clusters Score -8526159 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -8526180.000000 Penalty: 5326.071777
	Iteration 71Q: 3 clusters Score -8526180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -8526157.000000 Penalty: 5326.071777
	Iteration 72Q: 3 clusters Score -8526157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -8526170.000000 Penalty: 5326.071777
	Iteration 73Q: 3 clusters Score -8526170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -8526157.000000 Penalty: 5326.071777
	Iteration 74Q: 3 clusters Score -8526157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -8526158.000000 Penalty: 5326.071777
	Iteration 75Q: 3 clusters Score -8526158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -8526163.000000 Penalty: 5326.071777
	Iteration 76Q: 3 clusters Score -8526163 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -8526152.000000 Penalty: 5326.071777
	Iteration 77Q: 3 clusters Score -8526152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -8526149.000000 Penalty: 5326.071777
	Iteration 78Q: 3 clusters Score -8526149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -8526135.000000 Penalty: 5326.071777
	Iteration 79Q: 3 clusters Score -8526135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -8526123.000000 Penalty: 5326.071777
	Iteration 80F: 3 clusters Score -8526123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -8526120.000000 Penalty: 5326.071777
	Iteration 81Q: 3 clusters Score -8526120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -8526117.000000 Penalty: 5326.071777
	Iteration 82Q: 3 clusters Score -8526117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8526105.000000 Penalty: 5326.071777
	Iteration 83Q: 3 clusters Score -8526105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -8526102.000000 Penalty: 5326.071777
	Iteration 84Q: 3 clusters Score -8526102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -8526112.000000 Penalty: 5326.071777
	Iteration 85Q: 3 clusters Score -8526112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -8526095.000000 Penalty: 5326.071777
	Iteration 86Q: 3 clusters Score -8526095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -8526090.000000 Penalty: 5326.071777
	Iteration 87Q: 3 clusters Score -8526090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8526077.000000 Penalty: 5326.071777
	Iteration 88Q: 3 clusters Score -8526077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -8526084.000000 Penalty: 5326.071777
	Iteration 89Q: 3 clusters Score -8526084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -8526078.000000 Penalty: 5326.071777
	Iteration 90Q: 3 clusters Score -8526078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -8526075.000000 Penalty: 5326.071777
	Iteration 91Q: 3 clusters Score -8526075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8526078.000000 Penalty: 5326.071777
	Iteration 92Q: 3 clusters Score -8526078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -8526069.000000 Penalty: 5326.071777
	Iteration 93Q: 3 clusters Score -8526069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -8526058.000000 Penalty: 5326.071777
	Iteration 94Q: 3 clusters Score -8526058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -8526065.000000 Penalty: 5326.071777
	Iteration 95Q: 3 clusters Score -8526065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -8526064.000000 Penalty: 5326.071777
	Iteration 96Q: 3 clusters Score -8526064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -8526065.000000 Penalty: 5326.071777
	Iteration 97Q: 3 clusters Score -8526065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -8526066.000000 Penalty: 5326.071777
	Iteration 98Q: 3 clusters Score -8526066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -8526058.000000 Penalty: 5326.071777
	Iteration 99Q: 3 clusters Score -8526058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 45111 members 
Entering Unmasked Estep 
Score: -8526052.000000 Penalty: 5326.071777
	Iteration 100F: 3 clusters Score -8526052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -8526056.000000 Penalty: 5326.071777
	Iteration 101Q: 3 clusters Score -8526056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -8526061.000000 Penalty: 5326.071777
	Iteration 102Q: 3 clusters Score -8526061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -8526055.000000 Penalty: 5326.071777
	Iteration 103Q: 3 clusters Score -8526055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -8526054.000000 Penalty: 5326.071777
	Iteration 104Q: 3 clusters Score -8526054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -8526044.000000 Penalty: 5326.071777
	Iteration 105Q: 3 clusters Score -8526044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -8526041.000000 Penalty: 5326.071777
	Iteration 106Q: 3 clusters Score -8526041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -8526041.000000 Penalty: 5326.071777
	Iteration 107Q: 3 clusters Score -8526041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -8526041.000000 Penalty: 5326.071777
	Iteration 108F: 3 clusters Score -8526041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -85649.609375 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -85649.61 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: -84130.554688 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -84130.55 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -84274.328125 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -84274.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84341.453125 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -84341.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84374.593750 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -84374.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84390.898438 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -84390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -84419.562500 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -84419.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -84445.757812 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -84445.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84453.828125 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -84453.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84453.828125 Penalty: 3068.359619
	Iteration 8F: 3 clusters Score -84453.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Entering Unmasked Estep 
Score: -8346208.500000 Penalty: 2658.324707
	Iteration 0F: 2 clusters Score -8346208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -8317039.500000 Penalty: 5316.649414
	Iteration 0F: 3 clusters Score -8317040 nChanged 20697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -8328674.000000 Penalty: 5316.649414
	Iteration 1F: 3 clusters Score -8328674 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -8329222.000000 Penalty: 5316.649414
	Iteration 2Q: 3 clusters Score -8329222 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -8329922.500000 Penalty: 5316.649414
	Iteration 3Q: 3 clusters Score -8329922 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -8330845.500000 Penalty: 5316.649414
	Iteration 4Q: 3 clusters Score -8330846 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -8332484.500000 Penalty: 5316.649414
	Iteration 5F: 3 clusters Score -8332484 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -8334878.000000 Penalty: 5316.649414
	Iteration 6F: 3 clusters Score -8334878 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -8338045.500000 Penalty: 5316.649414
	Iteration 7F: 3 clusters Score -8338046 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -8341062.500000 Penalty: 5316.649414
	Iteration 8F: 3 clusters Score -8341062 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -8343034.500000 Penalty: 5316.649414
	Iteration 9Q: 3 clusters Score -8343034 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -8343673.500000 Penalty: 5316.649414
	Iteration 10Q: 3 clusters Score -8343674 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -8343782.500000 Penalty: 5316.649414
	Iteration 11Q: 3 clusters Score -8343782 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -8343847.000000 Penalty: 5316.649414
	Iteration 12Q: 3 clusters Score -8343847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8343865.000000 Penalty: 5316.649414
	Iteration 13Q: 3 clusters Score -8343865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8343895.500000 Penalty: 5316.649414
	Iteration 14Q: 3 clusters Score -8343896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -8343932.000000 Penalty: 5316.649414
	Iteration 15Q: 3 clusters Score -8343932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -8343941.500000 Penalty: 5316.649414
	Iteration 16Q: 3 clusters Score -8343942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -8343948.000000 Penalty: 5316.649414
	Iteration 17Q: 3 clusters Score -8343948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -8343957.000000 Penalty: 5316.649414
	Iteration 18Q: 3 clusters Score -8343957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8343959.000000 Penalty: 5316.649414
	Iteration 19Q: 3 clusters Score -8343959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -8343962.000000 Penalty: 5316.649414
	Iteration 20F: 3 clusters Score -8343962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Entering Unmasked Estep 
Score: -8671588.000000 Penalty: 2667.272949
	Iteration 0F: 2 clusters Score -8671588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -8642171.000000 Penalty: 5334.545898
	Iteration 0F: 3 clusters Score -8642171 nChanged 21511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -8653842.000000 Penalty: 5334.545898
	Iteration 1F: 3 clusters Score -8653842 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -8654706.000000 Penalty: 5334.545898
	Iteration 2Q: 3 clusters Score -8654706 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -8655852.000000 Penalty: 5334.545898
	Iteration 3F: 3 clusters Score -8655852 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -8657541.000000 Penalty: 5334.545898
	Iteration 4F: 3 clusters Score -8657541 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -8660122.000000 Penalty: 5334.545898
	Iteration 5F: 3 clusters Score -8660122 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -8663394.000000 Penalty: 5334.545898
	Iteration 6F: 3 clusters Score -8663394 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -8666558.000000 Penalty: 5334.545898
	Iteration 7F: 3 clusters Score -8666558 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -8668589.000000 Penalty: 5334.545898
	Iteration 8F: 3 clusters Score -8668589 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -8669221.000000 Penalty: 5334.545898
	Iteration 9Q: 3 clusters Score -8669221 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -8669488.000000 Penalty: 5334.545898
	Iteration 10Q: 3 clusters Score -8669488 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -8669624.000000 Penalty: 5334.545898
	Iteration 11Q: 3 clusters Score -8669624 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37023 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -8669698.000000 Penalty: 5334.545898
	Iteration 12Q: 3 clusters Score -8669698 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -8669778.000000 Penalty: 5334.545898
	Iteration 13Q: 3 clusters Score -8669778 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -8669802.000000 Penalty: 5334.545898
	Iteration 14Q: 3 clusters Score -8669802 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -8669841.000000 Penalty: 5334.545898
	Iteration 15Q: 3 clusters Score -8669841 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -8669889.000000 Penalty: 5334.545898
	Iteration 16Q: 3 clusters Score -8669889 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -8669877.000000 Penalty: 5334.545898
	Iteration 17Q: 3 clusters Score -8669877 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -8669905.000000 Penalty: 5334.545898
	Iteration 18Q: 3 clusters Score -8669905 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -8669913.000000 Penalty: 5334.545898
	Iteration 19Q: 3 clusters Score -8669913 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -8669924.000000 Penalty: 5334.545898
	Iteration 20F: 3 clusters Score -8669924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -8669933.000000 Penalty: 5334.545898
	Iteration 21Q: 3 clusters Score -8669933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -8669932.000000 Penalty: 5334.545898
	Iteration 22Q: 3 clusters Score -8669932 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -8669960.000000 Penalty: 5334.545898
	Iteration 23Q: 3 clusters Score -8669960 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -8669974.000000 Penalty: 5334.545898
	Iteration 24Q: 3 clusters Score -8669974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -8669983.000000 Penalty: 5334.545898
	Iteration 25Q: 3 clusters Score -8669983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -8669985.000000 Penalty: 5334.545898
	Iteration 26Q: 3 clusters Score -8669985 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -8670005.000000 Penalty: 5334.545898
	Iteration 27Q: 3 clusters Score -8670005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -8670020.000000 Penalty: 5334.545898
	Iteration 28Q: 3 clusters Score -8670020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -8670021.000000 Penalty: 5334.545898
	Iteration 29Q: 3 clusters Score -8670021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -8670021.000000 Penalty: 5334.545898
	Iteration 30Q: 3 clusters Score -8670021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -8670037.000000 Penalty: 5334.545898
	Iteration 31Q: 3 clusters Score -8670037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -8670037.000000 Penalty: 5334.545898
	Iteration 32Q: 3 clusters Score -8670037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -8670045.000000 Penalty: 5334.545898
	Iteration 33Q: 3 clusters Score -8670045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -8670052.000000 Penalty: 5334.545898
	Iteration 34Q: 3 clusters Score -8670052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -8670063.000000 Penalty: 5334.545898
	Iteration 35Q: 3 clusters Score -8670063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -8670069.000000 Penalty: 5334.545898
	Iteration 36Q: 3 clusters Score -8670069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -8670062.000000 Penalty: 5334.545898
	Iteration 37Q: 3 clusters Score -8670062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -8670069.000000 Penalty: 5334.545898
	Iteration 38Q: 3 clusters Score -8670069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -8670081.000000 Penalty: 5334.545898
	Iteration 39Q: 3 clusters Score -8670081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -8670093.000000 Penalty: 5334.545898
	Iteration 40F: 3 clusters Score -8670093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -8670095.000000 Penalty: 5334.545898
	Iteration 41Q: 3 clusters Score -8670095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -8670087.000000 Penalty: 5334.545898
	Iteration 42Q: 3 clusters Score -8670087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -8670098.000000 Penalty: 5334.545898
	Iteration 43Q: 3 clusters Score -8670098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -8670111.000000 Penalty: 5334.545898
	Iteration 44Q: 3 clusters Score -8670111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -8670136.000000 Penalty: 5334.545898
	Iteration 45Q: 3 clusters Score -8670136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -8670139.000000 Penalty: 5334.545898
	Iteration 46Q: 3 clusters Score -8670139 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -8670148.000000 Penalty: 5334.545898
	Iteration 47Q: 3 clusters Score -8670148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -8670161.000000 Penalty: 5334.545898
	Iteration 48Q: 3 clusters Score -8670161 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -8670186.000000 Penalty: 5334.545898
	Iteration 49Q: 3 clusters Score -8670186 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -8670187.000000 Penalty: 5334.545898
	Iteration 50Q: 3 clusters Score -8670187 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -8670189.000000 Penalty: 5334.545898
	Iteration 51Q: 3 clusters Score -8670189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -8670206.000000 Penalty: 5334.545898
	Iteration 52Q: 3 clusters Score -8670206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -8670203.000000 Penalty: 5334.545898
	Iteration 53Q: 3 clusters Score -8670203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -8670207.000000 Penalty: 5334.545898
	Iteration 54Q: 3 clusters Score -8670207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -8670212.000000 Penalty: 5334.545898
	Iteration 55Q: 3 clusters Score -8670212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -8670225.000000 Penalty: 5334.545898
	Iteration 56Q: 3 clusters Score -8670225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -8670229.000000 Penalty: 5334.545898
	Iteration 57Q: 3 clusters Score -8670229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -8670231.000000 Penalty: 5334.545898
	Iteration 58Q: 3 clusters Score -8670231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -8670222.000000 Penalty: 5334.545898
	Iteration 59Q: 3 clusters Score -8670222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -8670240.000000 Penalty: 5334.545898
	Iteration 60F: 3 clusters Score -8670240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -8670228.000000 Penalty: 5334.545898
	Iteration 61Q: 3 clusters Score -8670228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -8670234.000000 Penalty: 5334.545898
	Iteration 62Q: 3 clusters Score -8670234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -8670232.000000 Penalty: 5334.545898
	Iteration 63Q: 3 clusters Score -8670232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -8670247.000000 Penalty: 5334.545898
	Iteration 64Q: 3 clusters Score -8670247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -8670235.000000 Penalty: 5334.545898
	Iteration 65Q: 3 clusters Score -8670235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -8670246.000000 Penalty: 5334.545898
	Iteration 66Q: 3 clusters Score -8670246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -8670258.000000 Penalty: 5334.545898
	Iteration 67Q: 3 clusters Score -8670258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -8670265.000000 Penalty: 5334.545898
	Iteration 68Q: 3 clusters Score -8670265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -8670248.000000 Penalty: 5334.545898
	Iteration 69Q: 3 clusters Score -8670248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -8670229.000000 Penalty: 5334.545898
	Iteration 70Q: 3 clusters Score -8670229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -8670240.000000 Penalty: 5334.545898
	Iteration 71Q: 3 clusters Score -8670240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -8670248.000000 Penalty: 5334.545898
	Iteration 72Q: 3 clusters Score -8670248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -8670252.000000 Penalty: 5334.545898
	Iteration 73Q: 3 clusters Score -8670252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -8670245.000000 Penalty: 5334.545898
	Iteration 74Q: 3 clusters Score -8670245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -8670251.000000 Penalty: 5334.545898
	Iteration 75Q: 3 clusters Score -8670251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -8670255.000000 Penalty: 5334.545898
	Iteration 76Q: 3 clusters Score -8670255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -8670251.000000 Penalty: 5334.545898
	Iteration 77Q: 3 clusters Score -8670251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -8670253.000000 Penalty: 5334.545898
	Iteration 78Q: 3 clusters Score -8670253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -8670253.000000 Penalty: 5334.545898
	Iteration 79F: 3 clusters Score -8670253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -74036.054688 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -74036.05 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 222 members 
Entering Unmasked Estep 
Score: -72620.132812 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -72620.13 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -72816.750000 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -72816.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72867.476562 Penalty: 3019.040283
	Iteration 2Q: 3 clusters Score -72867.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72917.734375 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -72917.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72953.593750 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -72953.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72981.218750 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -72981.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72998.304688 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -72998.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73010.945312 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -73010.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -73019.500000 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -73019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73021.531250 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -73021.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73021.531250 Penalty: 3019.040283
	Iteration 10F: 3 clusters Score -73021.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53662 members 
Entering Unmasked Estep 
Score: -9998390.000000 Penalty: 2700.833984
	Iteration 0F: 2 clusters Score -9998390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -9969574.000000 Penalty: 5401.667969
	Iteration 0F: 3 clusters Score -9969574 nChanged 24787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -9983294.000000 Penalty: 5401.667969
	Iteration 1F: 3 clusters Score -9983294 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -9983918.000000 Penalty: 5401.667969
	Iteration 2Q: 3 clusters Score -9983918 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -9984705.000000 Penalty: 5401.667969
	Iteration 3Q: 3 clusters Score -9984705 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -9985654.000000 Penalty: 5401.667969
	Iteration 4Q: 3 clusters Score -9985654 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -9986788.000000 Penalty: 5401.667969
	Iteration 5Q: 3 clusters Score -9986788 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -9988480.000000 Penalty: 5401.667969
	Iteration 6Q: 3 clusters Score -9988480 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -9990375.000000 Penalty: 5401.667969
	Iteration 7F: 3 clusters Score -9990375 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -9992409.000000 Penalty: 5401.667969
	Iteration 8F: 3 clusters Score -9992409 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -9994364.000000 Penalty: 5401.667969
	Iteration 9F: 3 clusters Score -9994364 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -9995923.000000 Penalty: 5401.667969
	Iteration 10Q: 3 clusters Score -9995923 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -9996906.000000 Penalty: 5401.667969
	Iteration 11Q: 3 clusters Score -9996906 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -9997631.000000 Penalty: 5401.667969
	Iteration 12Q: 3 clusters Score -9997631 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -9998048.000000 Penalty: 5401.667969
	Iteration 13Q: 3 clusters Score -9998048 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -9998281.000000 Penalty: 5401.667969
	Iteration 14Q: 3 clusters Score -9998281 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -9998383.000000 Penalty: 5401.667969
	Iteration 15Q: 3 clusters Score -9998383 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -9998439.000000 Penalty: 5401.667969
	Iteration 16Q: 3 clusters Score -9998439 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -9998490.000000 Penalty: 5401.667969
	Iteration 17Q: 3 clusters Score -9998490 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -9998531.000000 Penalty: 5401.667969
	Iteration 18Q: 3 clusters Score -9998531 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -9998517.000000 Penalty: 5401.667969
	Iteration 19Q: 3 clusters Score -9998517 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -9998517.000000 Penalty: 5401.667969
	Iteration 20F: 3 clusters Score -9998517 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -9998497.000000 Penalty: 5401.667969
	Iteration 21Q: 3 clusters Score -9998497 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -9998503.000000 Penalty: 5401.667969
	Iteration 22Q: 3 clusters Score -9998503 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -9998520.000000 Penalty: 5401.667969
	Iteration 23Q: 3 clusters Score -9998520 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -9998515.000000 Penalty: 5401.667969
	Iteration 24Q: 3 clusters Score -9998515 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -9998531.000000 Penalty: 5401.667969
	Iteration 25Q: 3 clusters Score -9998531 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -9998514.000000 Penalty: 5401.667969
	Iteration 26Q: 3 clusters Score -9998514 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -9998504.000000 Penalty: 5401.667969
	Iteration 27Q: 3 clusters Score -9998504 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -9998531.000000 Penalty: 5401.667969
	Iteration 28Q: 3 clusters Score -9998531 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -9998562.000000 Penalty: 5401.667969
	Iteration 29Q: 3 clusters Score -9998562 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -9998587.000000 Penalty: 5401.667969
	Iteration 30Q: 3 clusters Score -9998587 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -9998597.000000 Penalty: 5401.667969
	Iteration 31Q: 3 clusters Score -9998597 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -9998621.000000 Penalty: 5401.667969
	Iteration 32Q: 3 clusters Score -9998621 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -9998620.000000 Penalty: 5401.667969
	Iteration 33Q: 3 clusters Score -9998620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -9998619.000000 Penalty: 5401.667969
	Iteration 34Q: 3 clusters Score -9998619 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -9998636.000000 Penalty: 5401.667969
	Iteration 35Q: 3 clusters Score -9998636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -9998617.000000 Penalty: 5401.667969
	Iteration 36Q: 3 clusters Score -9998617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -9998619.000000 Penalty: 5401.667969
	Iteration 37Q: 3 clusters Score -9998619 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -9998637.000000 Penalty: 5401.667969
	Iteration 38Q: 3 clusters Score -9998637 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -9998637.000000 Penalty: 5401.667969
	Iteration 39Q: 3 clusters Score -9998637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -9998620.000000 Penalty: 5401.667969
	Iteration 40F: 3 clusters Score -9998620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -9998625.000000 Penalty: 5401.667969
	Iteration 41Q: 3 clusters Score -9998625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -9998621.000000 Penalty: 5401.667969
	Iteration 42Q: 3 clusters Score -9998621 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -9998623.000000 Penalty: 5401.667969
	Iteration 43Q: 3 clusters Score -9998623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -9998638.000000 Penalty: 5401.667969
	Iteration 44Q: 3 clusters Score -9998638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -9998641.000000 Penalty: 5401.667969
	Iteration 45Q: 3 clusters Score -9998641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -9998642.000000 Penalty: 5401.667969
	Iteration 46Q: 3 clusters Score -9998642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -9998639.000000 Penalty: 5401.667969
	Iteration 47Q: 3 clusters Score -9998639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -9998649.000000 Penalty: 5401.667969
	Iteration 48Q: 3 clusters Score -9998649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -9998656.000000 Penalty: 5401.667969
	Iteration 49Q: 3 clusters Score -9998656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -9998649.000000 Penalty: 5401.667969
	Iteration 50Q: 3 clusters Score -9998649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -9998634.000000 Penalty: 5401.667969
	Iteration 51Q: 3 clusters Score -9998634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -9998641.000000 Penalty: 5401.667969
	Iteration 52Q: 3 clusters Score -9998641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -9998647.000000 Penalty: 5401.667969
	Iteration 53Q: 3 clusters Score -9998647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -9998645.000000 Penalty: 5401.667969
	Iteration 54Q: 3 clusters Score -9998645 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -9998658.000000 Penalty: 5401.667969
	Iteration 55Q: 3 clusters Score -9998658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -9998653.000000 Penalty: 5401.667969
	Iteration 56Q: 3 clusters Score -9998653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -9998668.000000 Penalty: 5401.667969
	Iteration 57Q: 3 clusters Score -9998668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -9998668.000000 Penalty: 5401.667969
	Iteration 58Q: 3 clusters Score -9998668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -9998670.000000 Penalty: 5401.667969
	Iteration 59Q: 3 clusters Score -9998670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -9998685.000000 Penalty: 5401.667969
	Iteration 60F: 3 clusters Score -9998685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -9998687.000000 Penalty: 5401.667969
	Iteration 61Q: 3 clusters Score -9998687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -9998698.000000 Penalty: 5401.667969
	Iteration 62Q: 3 clusters Score -9998698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -9998708.000000 Penalty: 5401.667969
	Iteration 63Q: 3 clusters Score -9998708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -9998706.000000 Penalty: 5401.667969
	Iteration 64Q: 3 clusters Score -9998706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -9998692.000000 Penalty: 5401.667969
	Iteration 65Q: 3 clusters Score -9998692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -9998687.000000 Penalty: 5401.667969
	Iteration 66Q: 3 clusters Score -9998687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -9998691.000000 Penalty: 5401.667969
	Iteration 67Q: 3 clusters Score -9998691 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9998676 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9998675 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9998673 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -9998680.000000 Penalty: 5401.667969
	Iteration 71Q: 3 clusters Score -9998680 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9998690 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9998693 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9998694 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9998702 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9998696 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9998690 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9998692 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9998684 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -9998694.000000 Penalty: 5401.667969
	Iteration 80F: 3 clusters Score -9998694 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9998694 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9998695 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9998692 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9998684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -9998683.000000 Penalty: 5401.667969
	Iteration 85Q: 3 clusters Score -9998683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9998692 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -9998680.000000 Penalty: 5401.667969
	Iteration 87Q: 3 clusters Score -9998680 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9998684 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -9998689.000000 Penalty: 5401.667969
	Iteration 89Q: 3 clusters Score -9998689 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -9998703.000000 Penalty: 5401.667969
	Iteration 90Q: 3 clusters Score -9998703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9998703 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9998708 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -9998700.000000 Penalty: 5401.667969
	Iteration 93Q: 3 clusters Score -9998700 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -9998699.000000 Penalty: 5401.667969
	Iteration 94Q: 3 clusters Score -9998699 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -9998711.000000 Penalty: 5401.667969
	Iteration 95Q: 3 clusters Score -9998711 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -9998701.000000 Penalty: 5401.667969
	Iteration 96Q: 3 clusters Score -9998701 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -9998719.000000 Penalty: 5401.667969
	Iteration 97Q: 3 clusters Score -9998719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -9998727.000000 Penalty: 5401.667969
	Iteration 98Q: 3 clusters Score -9998727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -9998740.000000 Penalty: 5401.667969
	Iteration 99Q: 3 clusters Score -9998740 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -9998735.000000 Penalty: 5401.667969
	Iteration 100F: 3 clusters Score -9998735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -9998720.000000 Penalty: 5401.667969
	Iteration 101Q: 3 clusters Score -9998720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -9998723.000000 Penalty: 5401.667969
	Iteration 102Q: 3 clusters Score -9998723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -9998729.000000 Penalty: 5401.667969
	Iteration 103Q: 3 clusters Score -9998729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -9998728.000000 Penalty: 5401.667969
	Iteration 104Q: 3 clusters Score -9998728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -9998730.000000 Penalty: 5401.667969
	Iteration 105Q: 3 clusters Score -9998730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -9998722.000000 Penalty: 5401.667969
	Iteration 106Q: 3 clusters Score -9998722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -9998722.000000 Penalty: 5401.667969
	Iteration 107Q: 3 clusters Score -9998722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -9998725.000000 Penalty: 5401.667969
	Iteration 108Q: 3 clusters Score -9998725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -9998734.000000 Penalty: 5401.667969
	Iteration 109Q: 3 clusters Score -9998734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9998729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -9998742.000000 Penalty: 5401.667969
	Iteration 111Q: 3 clusters Score -9998742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -9998740.000000 Penalty: 5401.667969
	Iteration 112Q: 3 clusters Score -9998740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -9998734.000000 Penalty: 5401.667969
	Iteration 113Q: 3 clusters Score -9998734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -9998746.000000 Penalty: 5401.667969
	Iteration 114Q: 3 clusters Score -9998746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -9998734.000000 Penalty: 5401.667969
	Iteration 115Q: 3 clusters Score -9998734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -9998734.000000 Penalty: 5401.667969
	Iteration 116Q: 3 clusters Score -9998734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -9998727.000000 Penalty: 5401.667969
	Iteration 117Q: 3 clusters Score -9998727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -9998735.000000 Penalty: 5401.667969
	Iteration 118Q: 3 clusters Score -9998735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -9998726.000000 Penalty: 5401.667969
	Iteration 119Q: 3 clusters Score -9998726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -9998729.000000 Penalty: 5401.667969
	Iteration 120F: 3 clusters Score -9998729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -9998737.000000 Penalty: 5401.667969
	Iteration 121Q: 3 clusters Score -9998737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -9998738.000000 Penalty: 5401.667969
	Iteration 122Q: 3 clusters Score -9998738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -9998741.000000 Penalty: 5401.667969
	Iteration 123Q: 3 clusters Score -9998741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -9998736.000000 Penalty: 5401.667969
	Iteration 124Q: 3 clusters Score -9998736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -9998723.000000 Penalty: 5401.667969
	Iteration 125Q: 3 clusters Score -9998723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -9998730.000000 Penalty: 5401.667969
	Iteration 126Q: 3 clusters Score -9998730 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -9998735.000000 Penalty: 5401.667969
	Iteration 127Q: 3 clusters Score -9998735 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -9998731.000000 Penalty: 5401.667969
	Iteration 128Q: 3 clusters Score -9998731 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -9998731.000000 Penalty: 5401.667969
	Iteration 129Q: 3 clusters Score -9998731 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -9998722.000000 Penalty: 5401.667969
	Iteration 130Q: 3 clusters Score -9998722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -9998728.000000 Penalty: 5401.667969
	Iteration 131Q: 3 clusters Score -9998728 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -9998732.000000 Penalty: 5401.667969
	Iteration 132Q: 3 clusters Score -9998732 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9998736 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -9998740.000000 Penalty: 5401.667969
	Iteration 134Q: 3 clusters Score -9998740 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -9998729.000000 Penalty: 5401.667969
	Iteration 135Q: 3 clusters Score -9998729 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9998735 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9998736 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -9998722.000000 Penalty: 5401.667969
	Iteration 138Q: 3 clusters Score -9998722 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -9998725.000000 Penalty: 5401.667969
	Iteration 139Q: 3 clusters Score -9998725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -9998733.000000 Penalty: 5401.667969
	Iteration 140F: 3 clusters Score -9998733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -9998721.000000 Penalty: 5401.667969
	Iteration 141Q: 3 clusters Score -9998721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9998725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -9998729.000000 Penalty: 5401.667969
	Iteration 143Q: 3 clusters Score -9998729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -9998722.000000 Penalty: 5401.667969
	Iteration 144Q: 3 clusters Score -9998722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -9998721.000000 Penalty: 5401.667969
	Iteration 145Q: 3 clusters Score -9998721 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
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	Iteration 146F: 3 clusters Score -9998721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 47429 members 
Mstep: Class 4 contains 45403 members 
Mstep: Class 5 contains 53429 members 
Mstep: Class 6 contains 46137 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 46076 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45209 members 
Mstep: Class 11 contains 46870 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 9792 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43143 members 
Mstep: Class 17 contains 41600 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49264 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47849 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 47336 members 
Mstep: Class 24 contains 834 members 
Mstep: Class 25 contains 43870 members 
Entering Unmasked Estep 
Score: -126908304.000000 Penalty: 83433.343750
Splitting cluster 13 changes total score from -126908664.000000 to -126908304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -91837.062500 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -91837.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -90343.859375 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -90343.86 nChanged 101
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -90550.570312 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -90550.57 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90612.875000 Penalty: 3109.471680
	Iteration 2Q: 3 clusters Score -90612.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90645.382812 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -90645.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -90670.890625 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -90670.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -90684.179688 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -90684.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -90699.367188 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -90699.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90707.046875 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -90707.05 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90721.414062 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -90721.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90730.695312 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -90730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90745.718750 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -90745.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90753.601562 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -90753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90757.750000 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -90757.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90760.312500 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -90760.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90760.312500 Penalty: 3109.471680
	Iteration 14F: 3 clusters Score -90760.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -112749.242188 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -112749.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -111146.531250 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -111146.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -111991.648438 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -111991.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112416.882812 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -112416.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112615.976562 Penalty: 3364.529297
	Iteration 3F: 3 clusters Score -112616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -112741.976562 Penalty: 3364.529297
	Iteration 4Q: 3 clusters Score -112742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112840.859375 Penalty: 3364.529297
	Iteration 5Q: 3 clusters Score -112840.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112958.531250 Penalty: 3364.529297
	Iteration 6Q: 3 clusters Score -112958.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113043.218750 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -113043.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113106.773438 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -113106.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113137.296875 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -113137.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -113163.617188 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -113163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113176.023438 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -113176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -113186.984375 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -113187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113187.500000 Penalty: 3364.529297
	Iteration 13Q: 3 clusters Score -113187.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113187.500000 Penalty: 3364.529297
	Iteration 14F: 3 clusters Score -113187.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 47429 members 
Mstep: Class 4 contains 45403 members 
Mstep: Class 5 contains 53429 members 
Mstep: Class 6 contains 46137 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 46076 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45209 members 
Mstep: Class 11 contains 46870 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53662 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 400 members 
Mstep: Class 16 contains 43143 members 
Mstep: Class 17 contains 41600 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49264 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47849 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 47336 members 
Mstep: Class 24 contains 834 members 
Mstep: Class 25 contains 483 members 
Entering Unmasked Estep 
Score: -126907272.000000 Penalty: 83433.343750
Splitting cluster 15 changes total score from -126908664.000000 to -126907272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (43143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Entering Unmasked Estep 
Score: -7961717.000000 Penalty: 2646.724365
	Iteration 0F: 2 clusters Score -7961717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -7932957.000000 Penalty: 5293.448730
	Iteration 0F: 3 clusters Score -7932957 nChanged 19780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -7944061.500000 Penalty: 5293.448730
	Iteration 1F: 3 clusters Score -7944062 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -7945017.500000 Penalty: 5293.448730
	Iteration 2Q: 3 clusters Score -7945018 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -7946202.000000 Penalty: 5293.448730
	Iteration 3F: 3 clusters Score -7946202 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -7947830.500000 Penalty: 5293.448730
	Iteration 4F: 3 clusters Score -7947830 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -7949795.000000 Penalty: 5293.448730
	Iteration 5F: 3 clusters Score -7949795 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -7952173.500000 Penalty: 5293.448730
	Iteration 6F: 3 clusters Score -7952174 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -7954775.500000 Penalty: 5293.448730
	Iteration 7F: 3 clusters Score -7954776 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -7956738.000000 Penalty: 5293.448730
	Iteration 8F: 3 clusters Score -7956738 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -7957885.500000 Penalty: 5293.448730
	Iteration 9Q: 3 clusters Score -7957886 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -7958495.000000 Penalty: 5293.448730
	Iteration 10Q: 3 clusters Score -7958495 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -7958859.000000 Penalty: 5293.448730
	Iteration 11Q: 3 clusters Score -7958859 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -7959138.000000 Penalty: 5293.448730
	Iteration 12Q: 3 clusters Score -7959138 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -7959369.000000 Penalty: 5293.448730
	Iteration 13Q: 3 clusters Score -7959369 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -7959547.500000 Penalty: 5293.448730
	Iteration 14Q: 3 clusters Score -7959548 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -7959693.000000 Penalty: 5293.448730
	Iteration 15Q: 3 clusters Score -7959693 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -7959830.500000 Penalty: 5293.448730
	Iteration 16Q: 3 clusters Score -7959830 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -7959917.000000 Penalty: 5293.448730
	Iteration 17Q: 3 clusters Score -7959917 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -7960011.000000 Penalty: 5293.448730
	Iteration 18Q: 3 clusters Score -7960011 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -7960083.500000 Penalty: 5293.448730
	Iteration 19Q: 3 clusters Score -7960084 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -7960160.000000 Penalty: 5293.448730
	Iteration 20F: 3 clusters Score -7960160 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -7960207.500000 Penalty: 5293.448730
	Iteration 21Q: 3 clusters Score -7960208 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -7960242.000000 Penalty: 5293.448730
	Iteration 22Q: 3 clusters Score -7960242 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -7960300.000000 Penalty: 5293.448730
	Iteration 23Q: 3 clusters Score -7960300 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -7960307.500000 Penalty: 5293.448730
	Iteration 24Q: 3 clusters Score -7960308 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -7960342.500000 Penalty: 5293.448730
	Iteration 25Q: 3 clusters Score -7960342 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -7960400.500000 Penalty: 5293.448730
	Iteration 26Q: 3 clusters Score -7960400 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -7960409.000000 Penalty: 5293.448730
	Iteration 27Q: 3 clusters Score -7960409 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -7960435.000000 Penalty: 5293.448730
	Iteration 28Q: 3 clusters Score -7960435 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -7960459.000000 Penalty: 5293.448730
	Iteration 29Q: 3 clusters Score -7960459 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -7960463.500000 Penalty: 5293.448730
	Iteration 30Q: 3 clusters Score -7960464 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -7960493.500000 Penalty: 5293.448730
	Iteration 31Q: 3 clusters Score -7960494 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7960539.000000 Penalty: 5293.448730
	Iteration 32Q: 3 clusters Score -7960539 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -7960554.500000 Penalty: 5293.448730
	Iteration 33Q: 3 clusters Score -7960554 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -7960540.000000 Penalty: 5293.448730
	Iteration 34Q: 3 clusters Score -7960540 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -7960551.500000 Penalty: 5293.448730
	Iteration 35Q: 3 clusters Score -7960552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -7960571.000000 Penalty: 5293.448730
	Iteration 36Q: 3 clusters Score -7960571 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -7960593.500000 Penalty: 5293.448730
	Iteration 37Q: 3 clusters Score -7960594 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -7960582.000000 Penalty: 5293.448730
	Iteration 38Q: 3 clusters Score -7960582 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7960562.500000 Penalty: 5293.448730
	Iteration 39Q: 3 clusters Score -7960562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -7960582.500000 Penalty: 5293.448730
	Iteration 40F: 3 clusters Score -7960582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -7960582.500000 Penalty: 5293.448730
	Iteration 41Q: 3 clusters Score -7960582 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -7960580.500000 Penalty: 5293.448730
	Iteration 42Q: 3 clusters Score -7960580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -7960583.000000 Penalty: 5293.448730
	Iteration 43Q: 3 clusters Score -7960583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -7960564.000000 Penalty: 5293.448730
	Iteration 44Q: 3 clusters Score -7960564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -7960555.500000 Penalty: 5293.448730
	Iteration 45Q: 3 clusters Score -7960556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -7960571.500000 Penalty: 5293.448730
	Iteration 46Q: 3 clusters Score -7960572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -7960567.000000 Penalty: 5293.448730
	Iteration 47Q: 3 clusters Score -7960567 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -7960581.000000 Penalty: 5293.448730
	Iteration 48Q: 3 clusters Score -7960581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -7960598.000000 Penalty: 5293.448730
	Iteration 49Q: 3 clusters Score -7960598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -7960592.000000 Penalty: 5293.448730
	Iteration 50Q: 3 clusters Score -7960592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -7960595.500000 Penalty: 5293.448730
	Iteration 51Q: 3 clusters Score -7960596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -7960592.000000 Penalty: 5293.448730
	Iteration 52Q: 3 clusters Score -7960592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -7960583.500000 Penalty: 5293.448730
	Iteration 53Q: 3 clusters Score -7960584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -7960570.000000 Penalty: 5293.448730
	Iteration 54Q: 3 clusters Score -7960570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -7960574.000000 Penalty: 5293.448730
	Iteration 55Q: 3 clusters Score -7960574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -7960566.000000 Penalty: 5293.448730
	Iteration 56Q: 3 clusters Score -7960566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -7960564.500000 Penalty: 5293.448730
	Iteration 57Q: 3 clusters Score -7960564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -7960575.500000 Penalty: 5293.448730
	Iteration 58Q: 3 clusters Score -7960576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -7960561.000000 Penalty: 5293.448730
	Iteration 59Q: 3 clusters Score -7960561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -7960558.500000 Penalty: 5293.448730
	Iteration 60F: 3 clusters Score -7960558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -7960562.000000 Penalty: 5293.448730
	Iteration 61Q: 3 clusters Score -7960562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -7960563.000000 Penalty: 5293.448730
	Iteration 62Q: 3 clusters Score -7960563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -7960555.000000 Penalty: 5293.448730
	Iteration 63Q: 3 clusters Score -7960555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -7960553.000000 Penalty: 5293.448730
	Iteration 64Q: 3 clusters Score -7960553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -7960557.500000 Penalty: 5293.448730
	Iteration 65Q: 3 clusters Score -7960558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -7960549.000000 Penalty: 5293.448730
	Iteration 66Q: 3 clusters Score -7960549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -7960539.000000 Penalty: 5293.448730
	Iteration 67Q: 3 clusters Score -7960539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -7960554.000000 Penalty: 5293.448730
	Iteration 68Q: 3 clusters Score -7960554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -7960548.500000 Penalty: 5293.448730
	Iteration 69Q: 3 clusters Score -7960548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -7960535.500000 Penalty: 5293.448730
	Iteration 70Q: 3 clusters Score -7960536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -7960532.500000 Penalty: 5293.448730
	Iteration 71Q: 3 clusters Score -7960532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -7960546.000000 Penalty: 5293.448730
	Iteration 72Q: 3 clusters Score -7960546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -7960560.500000 Penalty: 5293.448730
	Iteration 73Q: 3 clusters Score -7960560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -7960547.500000 Penalty: 5293.448730
	Iteration 74Q: 3 clusters Score -7960548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -7960543.000000 Penalty: 5293.448730
	Iteration 75Q: 3 clusters Score -7960543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -7960555.500000 Penalty: 5293.448730
	Iteration 76Q: 3 clusters Score -7960556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -7960553.500000 Penalty: 5293.448730
	Iteration 77Q: 3 clusters Score -7960554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -7960546.500000 Penalty: 5293.448730
	Iteration 78Q: 3 clusters Score -7960546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -7960543.000000 Penalty: 5293.448730
	Iteration 79Q: 3 clusters Score -7960543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -7960539.500000 Penalty: 5293.448730
	Iteration 80F: 3 clusters Score -7960540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -7960546.000000 Penalty: 5293.448730
	Iteration 81Q: 3 clusters Score -7960546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -7960541.000000 Penalty: 5293.448730
	Iteration 82Q: 3 clusters Score -7960541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -7960544.500000 Penalty: 5293.448730
	Iteration 83Q: 3 clusters Score -7960544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -7960548.000000 Penalty: 5293.448730
	Iteration 84Q: 3 clusters Score -7960548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -7960553.500000 Penalty: 5293.448730
	Iteration 85Q: 3 clusters Score -7960554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -7960552.500000 Penalty: 5293.448730
	Iteration 86Q: 3 clusters Score -7960552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -7960546.000000 Penalty: 5293.448730
	Iteration 87Q: 3 clusters Score -7960546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -7960547.500000 Penalty: 5293.448730
	Iteration 88Q: 3 clusters Score -7960548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -7960547.500000 Penalty: 5293.448730
	Iteration 89F: 3 clusters Score -7960548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Entering Unmasked Estep 
Score: -7696663.500000 Penalty: 2637.692139
	Iteration 0F: 2 clusters Score -7696664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -7669104.500000 Penalty: 5275.384277
	Iteration 0F: 3 clusters Score -7669104 nChanged 19174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -7679826.000000 Penalty: 5275.384277
	Iteration 1F: 3 clusters Score -7679826 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -7680658.500000 Penalty: 5275.384277
	Iteration 2Q: 3 clusters Score -7680658 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -7681690.500000 Penalty: 5275.384277
	Iteration 3F: 3 clusters Score -7681690 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -7683186.500000 Penalty: 5275.384277
	Iteration 4F: 3 clusters Score -7683186 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -7685327.000000 Penalty: 5275.384277
	Iteration 5F: 3 clusters Score -7685327 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -7687972.000000 Penalty: 5275.384277
	Iteration 6F: 3 clusters Score -7687972 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -7690478.500000 Penalty: 5275.384277
	Iteration 7F: 3 clusters Score -7690478 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -7692208.000000 Penalty: 5275.384277
	Iteration 8F: 3 clusters Score -7692208 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -7693030.000000 Penalty: 5275.384277
	Iteration 9Q: 3 clusters Score -7693030 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -7693459.500000 Penalty: 5275.384277
	Iteration 10Q: 3 clusters Score -7693460 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -7693777.500000 Penalty: 5275.384277
	Iteration 11Q: 3 clusters Score -7693778 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -7693965.500000 Penalty: 5275.384277
	Iteration 12Q: 3 clusters Score -7693966 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -7694134.500000 Penalty: 5275.384277
	Iteration 13Q: 3 clusters Score -7694134 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -7694253.500000 Penalty: 5275.384277
	Iteration 14Q: 3 clusters Score -7694254 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -7694336.000000 Penalty: 5275.384277
	Iteration 15Q: 3 clusters Score -7694336 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -7694458.000000 Penalty: 5275.384277
	Iteration 16Q: 3 clusters Score -7694458 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -7694512.000000 Penalty: 5275.384277
	Iteration 17Q: 3 clusters Score -7694512 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -7694583.000000 Penalty: 5275.384277
	Iteration 18Q: 3 clusters Score -7694583 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7694652.500000 Penalty: 5275.384277
	Iteration 19Q: 3 clusters Score -7694652 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7694762.500000 Penalty: 5275.384277
	Iteration 20F: 3 clusters Score -7694762 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7694781.500000 Penalty: 5275.384277
	Iteration 21Q: 3 clusters Score -7694782 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7694812.500000 Penalty: 5275.384277
	Iteration 22Q: 3 clusters Score -7694812 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7694811.000000 Penalty: 5275.384277
	Iteration 23Q: 3 clusters Score -7694811 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7694818.500000 Penalty: 5275.384277
	Iteration 24Q: 3 clusters Score -7694818 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7694828.500000 Penalty: 5275.384277
	Iteration 25Q: 3 clusters Score -7694828 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7694808.000000 Penalty: 5275.384277
	Iteration 26Q: 3 clusters Score -7694808 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7694835.000000 Penalty: 5275.384277
	Iteration 27Q: 3 clusters Score -7694835 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7694847.000000 Penalty: 5275.384277
	Iteration 28Q: 3 clusters Score -7694847 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7694844.500000 Penalty: 5275.384277
	Iteration 29Q: 3 clusters Score -7694844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7694841.000000 Penalty: 5275.384277
	Iteration 30Q: 3 clusters Score -7694841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7694831.500000 Penalty: 5275.384277
	Iteration 31Q: 3 clusters Score -7694832 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7694851.500000 Penalty: 5275.384277
	Iteration 32Q: 3 clusters Score -7694852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -7694860.500000 Penalty: 5275.384277
	Iteration 33Q: 3 clusters Score -7694860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7694846.500000 Penalty: 5275.384277
	Iteration 34Q: 3 clusters Score -7694846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7694851.500000 Penalty: 5275.384277
	Iteration 35Q: 3 clusters Score -7694852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7694848.500000 Penalty: 5275.384277
	Iteration 36Q: 3 clusters Score -7694848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7694855.500000 Penalty: 5275.384277
	Iteration 37Q: 3 clusters Score -7694856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7694830.500000 Penalty: 5275.384277
	Iteration 38Q: 3 clusters Score -7694830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7694839.500000 Penalty: 5275.384277
	Iteration 39Q: 3 clusters Score -7694840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7694838.500000 Penalty: 5275.384277
	Iteration 40F: 3 clusters Score -7694838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7694848.500000 Penalty: 5275.384277
	Iteration 41Q: 3 clusters Score -7694848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7694846.000000 Penalty: 5275.384277
	Iteration 42Q: 3 clusters Score -7694846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7694848.000000 Penalty: 5275.384277
	Iteration 43Q: 3 clusters Score -7694848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7694846.000000 Penalty: 5275.384277
	Iteration 44Q: 3 clusters Score -7694846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7694844.500000 Penalty: 5275.384277
	Iteration 45Q: 3 clusters Score -7694844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7694846.000000 Penalty: 5275.384277
	Iteration 46Q: 3 clusters Score -7694846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7694849.000000 Penalty: 5275.384277
	Iteration 47Q: 3 clusters Score -7694849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7694849.500000 Penalty: 5275.384277
	Iteration 48Q: 3 clusters Score -7694850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7694843.000000 Penalty: 5275.384277
	Iteration 49Q: 3 clusters Score -7694843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7694841.000000 Penalty: 5275.384277
	Iteration 50Q: 3 clusters Score -7694841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7694840.500000 Penalty: 5275.384277
	Iteration 51Q: 3 clusters Score -7694840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7694845.000000 Penalty: 5275.384277
	Iteration 52Q: 3 clusters Score -7694845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7694845.500000 Penalty: 5275.384277
	Iteration 53Q: 3 clusters Score -7694846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7694843.500000 Penalty: 5275.384277
	Iteration 54Q: 3 clusters Score -7694844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7694843.500000 Penalty: 5275.384277
	Iteration 55F: 3 clusters Score -7694844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -86013.203125 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -86013.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -84544.843750 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -84544.84 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -84803.539062 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -84803.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84897.804688 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -84897.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -84957.406250 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -84957.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -85016.609375 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -85016.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85068.367188 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -85068.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -85127.085938 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -85127.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -85182.000000 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -85182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -85203.812500 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -85203.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -85235.132812 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -85235.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -85268.617188 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -85268.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -85291.226562 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -85291.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -85334.406250 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -85334.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -85374.421875 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -85374.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -85420.156250 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -85420.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85506.632812 Penalty: 3140.425049
	Iteration 15Q: 3 clusters Score -85506.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -85567.320312 Penalty: 3140.425049
	Iteration 16Q: 3 clusters Score -85567.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -85626.273438 Penalty: 3140.425049
	Iteration 17Q: 3 clusters Score -85626.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -85693.953125 Penalty: 3140.425049
	Iteration 18Q: 3 clusters Score -85693.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85758.515625 Penalty: 3140.425049
	Iteration 19Q: 3 clusters Score -85758.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85804.914062 Penalty: 3140.425049
	Iteration 20F: 3 clusters Score -85804.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -85904.304688 Penalty: 3140.425049
	Iteration 21Q: 3 clusters Score -85904.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -85966.851562 Penalty: 3140.425049
	Iteration 22Q: 3 clusters Score -85966.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -86005.539062 Penalty: 3140.425049
	Iteration 23Q: 3 clusters Score -86005.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -86037.359375 Penalty: 3140.425049
	Iteration 24Q: 3 clusters Score -86037.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -86072.609375 Penalty: 3140.425049
	Iteration 25Q: 3 clusters Score -86072.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -86109.789062 Penalty: 3140.425049
	Iteration 26Q: 3 clusters Score -86109.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -86139.460938 Penalty: 3140.425049
	Iteration 27Q: 3 clusters Score -86139.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -86162.960938 Penalty: 3140.425049
	Iteration 28Q: 3 clusters Score -86162.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86185.367188 Penalty: 3140.425049
	Iteration 29Q: 3 clusters Score -86185.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86214.562500 Penalty: 3140.425049
	Iteration 30Q: 3 clusters Score -86214.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86268.210938 Penalty: 3140.425049
	Iteration 31Q: 3 clusters Score -86268.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86296.500000 Penalty: 3140.425049
	Iteration 32Q: 3 clusters Score -86296.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86305.804688 Penalty: 3140.425049
	Iteration 33Q: 3 clusters Score -86305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86309.773438 Penalty: 3140.425049
	Iteration 34Q: 3 clusters Score -86309.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86309.773438 Penalty: 3140.425049
	Iteration 35F: 3 clusters Score -86309.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 47429 members 
Mstep: Class 4 contains 45403 members 
Mstep: Class 5 contains 53429 members 
Mstep: Class 6 contains 46137 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 46076 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45209 members 
Mstep: Class 11 contains 46870 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53662 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43143 members 
Mstep: Class 17 contains 41600 members 
Mstep: Class 18 contains 268 members 
Mstep: Class 19 contains 49264 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47849 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 47336 members 
Mstep: Class 24 contains 834 members 
Mstep: Class 25 contains 294 members 
Entering Unmasked Estep 
Score: -126907120.000000 Penalty: 83433.343750
Splitting cluster 18 changes total score from -126908664.000000 to -126907120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Entering Unmasked Estep 
Score: -9018215.000000 Penalty: 2679.627197
	Iteration 0F: 2 clusters Score -9018215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -8985550.000000 Penalty: 5359.254395
	Iteration 0F: 3 clusters Score -8985550 nChanged 22850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -8998437.000000 Penalty: 5359.254395
	Iteration 1F: 3 clusters Score -8998437 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -8999153.000000 Penalty: 5359.254395
	Iteration 2Q: 3 clusters Score -8999153 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -9000155.000000 Penalty: 5359.254395
	Iteration 3Q: 3 clusters Score -9000155 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -9001547.000000 Penalty: 5359.254395
	Iteration 4F: 3 clusters Score -9001547 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -9003565.000000 Penalty: 5359.254395
	Iteration 5F: 3 clusters Score -9003565 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -9006331.000000 Penalty: 5359.254395
	Iteration 6F: 3 clusters Score -9006331 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -9009704.000000 Penalty: 5359.254395
	Iteration 7F: 3 clusters Score -9009704 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -9012368.000000 Penalty: 5359.254395
	Iteration 8F: 3 clusters Score -9012368 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -9013645.000000 Penalty: 5359.254395
	Iteration 9Q: 3 clusters Score -9013645 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -9014352.000000 Penalty: 5359.254395
	Iteration 10Q: 3 clusters Score -9014352 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -9014745.000000 Penalty: 5359.254395
	Iteration 11Q: 3 clusters Score -9014745 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -9015095.000000 Penalty: 5359.254395
	Iteration 12Q: 3 clusters Score -9015095 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -9015350.000000 Penalty: 5359.254395
	Iteration 13Q: 3 clusters Score -9015350 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -9015562.000000 Penalty: 5359.254395
	Iteration 14Q: 3 clusters Score -9015562 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -9015666.000000 Penalty: 5359.254395
	Iteration 15Q: 3 clusters Score -9015666 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -9015785.000000 Penalty: 5359.254395
	Iteration 16Q: 3 clusters Score -9015785 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -9015887.000000 Penalty: 5359.254395
	Iteration 17Q: 3 clusters Score -9015887 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -9015994.000000 Penalty: 5359.254395
	Iteration 18Q: 3 clusters Score -9015994 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -9016072.000000 Penalty: 5359.254395
	Iteration 19Q: 3 clusters Score -9016072 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -9016156.000000 Penalty: 5359.254395
	Iteration 20F: 3 clusters Score -9016156 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -9016225.000000 Penalty: 5359.254395
	Iteration 21Q: 3 clusters Score -9016225 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -9016274.000000 Penalty: 5359.254395
	Iteration 22Q: 3 clusters Score -9016274 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -9016315.000000 Penalty: 5359.254395
	Iteration 23Q: 3 clusters Score -9016315 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -9016364.000000 Penalty: 5359.254395
	Iteration 24Q: 3 clusters Score -9016364 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -9016452.000000 Penalty: 5359.254395
	Iteration 25Q: 3 clusters Score -9016452 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -9016517.000000 Penalty: 5359.254395
	Iteration 26Q: 3 clusters Score -9016517 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -9016560.000000 Penalty: 5359.254395
	Iteration 27Q: 3 clusters Score -9016560 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -9016614.000000 Penalty: 5359.254395
	Iteration 28Q: 3 clusters Score -9016614 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -9016621.000000 Penalty: 5359.254395
	Iteration 29Q: 3 clusters Score -9016621 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -9016618.000000 Penalty: 5359.254395
	Iteration 30Q: 3 clusters Score -9016618 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -9016672.000000 Penalty: 5359.254395
	Iteration 31Q: 3 clusters Score -9016672 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -9016676.000000 Penalty: 5359.254395
	Iteration 32Q: 3 clusters Score -9016676 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -9016676.000000 Penalty: 5359.254395
	Iteration 33Q: 3 clusters Score -9016676 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -9016723.000000 Penalty: 5359.254395
	Iteration 34Q: 3 clusters Score -9016723 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -9016735.000000 Penalty: 5359.254395
	Iteration 35Q: 3 clusters Score -9016735 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -9016769.000000 Penalty: 5359.254395
	Iteration 36Q: 3 clusters Score -9016769 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -9016785.000000 Penalty: 5359.254395
	Iteration 37Q: 3 clusters Score -9016785 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -9016799.000000 Penalty: 5359.254395
	Iteration 38Q: 3 clusters Score -9016799 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -9016816.000000 Penalty: 5359.254395
	Iteration 39Q: 3 clusters Score -9016816 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -9016850.000000 Penalty: 5359.254395
	Iteration 40F: 3 clusters Score -9016850 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -9016855.000000 Penalty: 5359.254395
	Iteration 41Q: 3 clusters Score -9016855 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -9016839.000000 Penalty: 5359.254395
	Iteration 42Q: 3 clusters Score -9016839 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -9016841.000000 Penalty: 5359.254395
	Iteration 43Q: 3 clusters Score -9016841 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -9016870.000000 Penalty: 5359.254395
	Iteration 44Q: 3 clusters Score -9016870 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -9016852.000000 Penalty: 5359.254395
	Iteration 45Q: 3 clusters Score -9016852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -9016861.000000 Penalty: 5359.254395
	Iteration 46Q: 3 clusters Score -9016861 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -9016866.000000 Penalty: 5359.254395
	Iteration 47Q: 3 clusters Score -9016866 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -9016886.000000 Penalty: 5359.254395
	Iteration 48Q: 3 clusters Score -9016886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -9016877.000000 Penalty: 5359.254395
	Iteration 49Q: 3 clusters Score -9016877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -9016877.000000 Penalty: 5359.254395
	Iteration 50Q: 3 clusters Score -9016877 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -9016886.000000 Penalty: 5359.254395
	Iteration 51Q: 3 clusters Score -9016886 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -9016878.000000 Penalty: 5359.254395
	Iteration 52Q: 3 clusters Score -9016878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -9016860.000000 Penalty: 5359.254395
	Iteration 53Q: 3 clusters Score -9016860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -9016870.000000 Penalty: 5359.254395
	Iteration 54Q: 3 clusters Score -9016870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -9016873.000000 Penalty: 5359.254395
	Iteration 55Q: 3 clusters Score -9016873 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -9016872.000000 Penalty: 5359.254395
	Iteration 56Q: 3 clusters Score -9016872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -9016877.000000 Penalty: 5359.254395
	Iteration 57Q: 3 clusters Score -9016877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -9016878.000000 Penalty: 5359.254395
	Iteration 58Q: 3 clusters Score -9016878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -9016872.000000 Penalty: 5359.254395
	Iteration 59Q: 3 clusters Score -9016872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -9016864.000000 Penalty: 5359.254395
	Iteration 60F: 3 clusters Score -9016864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -9016856.000000 Penalty: 5359.254395
	Iteration 61Q: 3 clusters Score -9016856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -9016853.000000 Penalty: 5359.254395
	Iteration 62Q: 3 clusters Score -9016853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -9016860.000000 Penalty: 5359.254395
	Iteration 63Q: 3 clusters Score -9016860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -9016867.000000 Penalty: 5359.254395
	Iteration 64Q: 3 clusters Score -9016867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -9016866.000000 Penalty: 5359.254395
	Iteration 65Q: 3 clusters Score -9016866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -9016873.000000 Penalty: 5359.254395
	Iteration 66Q: 3 clusters Score -9016873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -9016864.000000 Penalty: 5359.254395
	Iteration 67Q: 3 clusters Score -9016864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -9016869.000000 Penalty: 5359.254395
	Iteration 68Q: 3 clusters Score -9016869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -9016883.000000 Penalty: 5359.254395
	Iteration 69Q: 3 clusters Score -9016883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -9016880.000000 Penalty: 5359.254395
	Iteration 70Q: 3 clusters Score -9016880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -9016872.000000 Penalty: 5359.254395
	Iteration 71Q: 3 clusters Score -9016872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -9016867.000000 Penalty: 5359.254395
	Iteration 72Q: 3 clusters Score -9016867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -9016865.000000 Penalty: 5359.254395
	Iteration 73Q: 3 clusters Score -9016865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -9016867.000000 Penalty: 5359.254395
	Iteration 74Q: 3 clusters Score -9016867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -9016854.000000 Penalty: 5359.254395
	Iteration 75Q: 3 clusters Score -9016854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -9016856.000000 Penalty: 5359.254395
	Iteration 76Q: 3 clusters Score -9016856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -9016854.000000 Penalty: 5359.254395
	Iteration 77Q: 3 clusters Score -9016854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -9016855.000000 Penalty: 5359.254395
	Iteration 78Q: 3 clusters Score -9016855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -9016854.000000 Penalty: 5359.254395
	Iteration 79Q: 3 clusters Score -9016854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -9016852.000000 Penalty: 5359.254395
	Iteration 80F: 3 clusters Score -9016852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -9016848.000000 Penalty: 5359.254395
	Iteration 81Q: 3 clusters Score -9016848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -9016853.000000 Penalty: 5359.254395
	Iteration 82Q: 3 clusters Score -9016853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -9016851.000000 Penalty: 5359.254395
	Iteration 83Q: 3 clusters Score -9016851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -9016846.000000 Penalty: 5359.254395
	Iteration 84Q: 3 clusters Score -9016846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -9016853.000000 Penalty: 5359.254395
	Iteration 85Q: 3 clusters Score -9016853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -9016868.000000 Penalty: 5359.254395
	Iteration 86Q: 3 clusters Score -9016868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -9016855.000000 Penalty: 5359.254395
	Iteration 87Q: 3 clusters Score -9016855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -9016873.000000 Penalty: 5359.254395
	Iteration 88Q: 3 clusters Score -9016873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -9016885.000000 Penalty: 5359.254395
	Iteration 89Q: 3 clusters Score -9016885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -9016890.000000 Penalty: 5359.254395
	Iteration 90Q: 3 clusters Score -9016890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -9016871.000000 Penalty: 5359.254395
	Iteration 91Q: 3 clusters Score -9016871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -9016860.000000 Penalty: 5359.254395
	Iteration 92Q: 3 clusters Score -9016860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -9016866.000000 Penalty: 5359.254395
	Iteration 93Q: 3 clusters Score -9016866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -9016866.000000 Penalty: 5359.254395
	Iteration 94Q: 3 clusters Score -9016866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -9016869.000000 Penalty: 5359.254395
	Iteration 95Q: 3 clusters Score -9016869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -9016866.000000 Penalty: 5359.254395
	Iteration 96Q: 3 clusters Score -9016866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -9016861.000000 Penalty: 5359.254395
	Iteration 97Q: 3 clusters Score -9016861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -9016853.000000 Penalty: 5359.254395
	Iteration 98Q: 3 clusters Score -9016853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -9016844.000000 Penalty: 5359.254395
	Iteration 99Q: 3 clusters Score -9016844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -9016852.000000 Penalty: 5359.254395
	Iteration 100F: 3 clusters Score -9016852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -9016848.000000 Penalty: 5359.254395
	Iteration 101Q: 3 clusters Score -9016848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -9016853.000000 Penalty: 5359.254395
	Iteration 102Q: 3 clusters Score -9016853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -9016866.000000 Penalty: 5359.254395
	Iteration 103Q: 3 clusters Score -9016866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -9016861.000000 Penalty: 5359.254395
	Iteration 104Q: 3 clusters Score -9016861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -9016861.000000 Penalty: 5359.254395
	Iteration 105Q: 3 clusters Score -9016861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -9016860.000000 Penalty: 5359.254395
	Iteration 106Q: 3 clusters Score -9016860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -9016861.000000 Penalty: 5359.254395
	Iteration 107Q: 3 clusters Score -9016861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -9016864.000000 Penalty: 5359.254395
	Iteration 108Q: 3 clusters Score -9016864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -9016853.000000 Penalty: 5359.254395
	Iteration 109Q: 3 clusters Score -9016853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -9016850.000000 Penalty: 5359.254395
	Iteration 110Q: 3 clusters Score -9016850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -9016860.000000 Penalty: 5359.254395
	Iteration 111Q: 3 clusters Score -9016860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -9016857.000000 Penalty: 5359.254395
	Iteration 112Q: 3 clusters Score -9016857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -9016855.000000 Penalty: 5359.254395
	Iteration 113Q: 3 clusters Score -9016855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -9016855.000000 Penalty: 5359.254395
	Iteration 114F: 3 clusters Score -9016855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -48002.226562 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -48002.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46862.023438 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -46862.02 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47391.660156 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -47391.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -47701.914062 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -47701.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47952.464844 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -47952.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -48115.656250 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -48115.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -48236.468750 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -48236.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -48314.250000 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -48314.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -48414.585938 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -48414.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -48429.519531 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -48429.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -48432.175781 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -48432.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -48437.277344 Penalty: 3093.239258
	Iteration 10F: 3 clusters Score -48437.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -48456.949219 Penalty: 3093.239258
	Iteration 11Q: 3 clusters Score -48456.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -48481.066406 Penalty: 3093.239258
	Iteration 12Q: 3 clusters Score -48481.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -48488.964844 Penalty: 3093.239258
	Iteration 13Q: 3 clusters Score -48488.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -48488.964844 Penalty: 3093.239258
	Iteration 14F: 3 clusters Score -48488.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 47429 members 
Mstep: Class 4 contains 45403 members 
Mstep: Class 5 contains 53429 members 
Mstep: Class 6 contains 46137 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 46076 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45209 members 
Mstep: Class 11 contains 46870 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53662 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43143 members 
Mstep: Class 17 contains 41600 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49264 members 
Mstep: Class 20 contains 147 members 
Mstep: Class 21 contains 47849 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 47336 members 
Mstep: Class 24 contains 834 members 
Mstep: Class 25 contains 364 members 
Entering Unmasked Estep 
Score: -126907208.000000 Penalty: 83433.343750
Splitting cluster 20 changes total score from -126908664.000000 to -126907208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (47849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Entering Unmasked Estep 
Score: -8883452.000000 Penalty: 2672.399658
	Iteration 0F: 2 clusters Score -8883452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -8854493.000000 Penalty: 5344.799316
	Iteration 0F: 3 clusters Score -8854493 nChanged 21991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -8866734.000000 Penalty: 5344.799316
	Iteration 1F: 3 clusters Score -8866734 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -8867202.000000 Penalty: 5344.799316
	Iteration 2Q: 3 clusters Score -8867202 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -8867659.000000 Penalty: 5344.799316
	Iteration 3Q: 3 clusters Score -8867659 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -8868286.000000 Penalty: 5344.799316
	Iteration 4Q: 3 clusters Score -8868286 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -8869211.000000 Penalty: 5344.799316
	Iteration 5Q: 3 clusters Score -8869211 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -8870553.000000 Penalty: 5344.799316
	Iteration 6F: 3 clusters Score -8870553 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -8872499.000000 Penalty: 5344.799316
	Iteration 7F: 3 clusters Score -8872499 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -8875237.000000 Penalty: 5344.799316
	Iteration 8F: 3 clusters Score -8875237 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -8878102.000000 Penalty: 5344.799316
	Iteration 9F: 3 clusters Score -8878102 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -8880432.000000 Penalty: 5344.799316
	Iteration 10F: 3 clusters Score -8880432 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8881358.000000 Penalty: 5344.799316
	Iteration 11Q: 3 clusters Score -8881358 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8881444.000000 Penalty: 5344.799316
	Iteration 12Q: 3 clusters Score -8881444 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8881436.000000 Penalty: 5344.799316
	Iteration 13Q: 3 clusters Score -8881436 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8881405.000000 Penalty: 5344.799316
	Iteration 14Q: 3 clusters Score -8881405 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8881370.000000 Penalty: 5344.799316
	Iteration 15Q: 3 clusters Score -8881370 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8881383.000000 Penalty: 5344.799316
	Iteration 16Q: 3 clusters Score -8881383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8881391.000000 Penalty: 5344.799316
	Iteration 17Q: 3 clusters Score -8881391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8881383.000000 Penalty: 5344.799316
	Iteration 18Q: 3 clusters Score -8881383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8881401.000000 Penalty: 5344.799316
	Iteration 19Q: 3 clusters Score -8881401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8881394.000000 Penalty: 5344.799316
	Iteration 20F: 3 clusters Score -8881394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8881392.000000 Penalty: 5344.799316
	Iteration 21Q: 3 clusters Score -8881392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8881410.000000 Penalty: 5344.799316
	Iteration 22Q: 3 clusters Score -8881410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8881422.000000 Penalty: 5344.799316
	Iteration 23Q: 3 clusters Score -8881422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8881418.000000 Penalty: 5344.799316
	Iteration 24Q: 3 clusters Score -8881418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8881421.000000 Penalty: 5344.799316
	Iteration 25Q: 3 clusters Score -8881421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8881425.000000 Penalty: 5344.799316
	Iteration 26Q: 3 clusters Score -8881425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8881428.000000 Penalty: 5344.799316
	Iteration 27Q: 3 clusters Score -8881428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8881438.000000 Penalty: 5344.799316
	Iteration 28Q: 3 clusters Score -8881438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8881438.000000 Penalty: 5344.799316
	Iteration 29F: 3 clusters Score -8881438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -421383.625000 Penalty: 1936.866821
	Iteration 0F: 2 clusters Score -421383.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -418483.625000 Penalty: 3873.733643
	Iteration 0F: 3 clusters Score -418483.6 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -419141.156250 Penalty: 3873.733643
	Iteration 1F: 3 clusters Score -419141.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -419388.000000 Penalty: 3873.733643
	Iteration 2F: 3 clusters Score -419388 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -419554.343750 Penalty: 3873.733643
	Iteration 3F: 3 clusters Score -419554.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -419714.843750 Penalty: 3873.733643
	Iteration 4F: 3 clusters Score -419714.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -419848.812500 Penalty: 3873.733643
	Iteration 5Q: 3 clusters Score -419848.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -419948.468750 Penalty: 3873.733643
	Iteration 6Q: 3 clusters Score -419948.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -420029.312500 Penalty: 3873.733643
	Iteration 7Q: 3 clusters Score -420029.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -420105.656250 Penalty: 3873.733643
	Iteration 8Q: 3 clusters Score -420105.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -420195.500000 Penalty: 3873.733643
	Iteration 9Q: 3 clusters Score -420195.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -420297.781250 Penalty: 3873.733643
	Iteration 10Q: 3 clusters Score -420297.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -420408.750000 Penalty: 3873.733643
	Iteration 11Q: 3 clusters Score -420408.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -420523.562500 Penalty: 3873.733643
	Iteration 12Q: 3 clusters Score -420523.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -420638.343750 Penalty: 3873.733643
	Iteration 13Q: 3 clusters Score -420638.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -420701.187500 Penalty: 3873.733643
	Iteration 14Q: 3 clusters Score -420701.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -420737.312500 Penalty: 3873.733643
	Iteration 15Q: 3 clusters Score -420737.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -420764.718750 Penalty: 3873.733643
	Iteration 16Q: 3 clusters Score -420764.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -420777.437500 Penalty: 3873.733643
	Iteration 17Q: 3 clusters Score -420777.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -420781.250000 Penalty: 3873.733643
	Iteration 18Q: 3 clusters Score -420781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -420784.468750 Penalty: 3873.733643
	Iteration 19Q: 3 clusters Score -420784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -420785.750000 Penalty: 3873.733643
	Iteration 20F: 3 clusters Score -420785.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -420788.343750 Penalty: 3873.733643
	Iteration 21Q: 3 clusters Score -420788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -420790.437500 Penalty: 3873.733643
	Iteration 22Q: 3 clusters Score -420790.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -420792.125000 Penalty: 3873.733643
	Iteration 23Q: 3 clusters Score -420792.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -420795.593750 Penalty: 3873.733643
	Iteration 24Q: 3 clusters Score -420795.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -420797.062500 Penalty: 3873.733643
	Iteration 25Q: 3 clusters Score -420797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -420797.062500 Penalty: 3873.733643
	Iteration 26F: 3 clusters Score -420797.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Entering Unmasked Estep 
Score: -8658201.000000 Penalty: 2669.726562
	Iteration 0F: 2 clusters Score -8658201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -8627239.000000 Penalty: 5339.453125
	Iteration 0F: 3 clusters Score -8627239 nChanged 21858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -8639436.000000 Penalty: 5339.453125
	Iteration 1F: 3 clusters Score -8639436 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -8640030.000000 Penalty: 5339.453125
	Iteration 2Q: 3 clusters Score -8640030 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -8640744.000000 Penalty: 5339.453125
	Iteration 3Q: 3 clusters Score -8640744 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -8641593.000000 Penalty: 5339.453125
	Iteration 4Q: 3 clusters Score -8641593 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -8642617.000000 Penalty: 5339.453125
	Iteration 5Q: 3 clusters Score -8642617 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -8643840.000000 Penalty: 5339.453125
	Iteration 6Q: 3 clusters Score -8643840 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -8645225.000000 Penalty: 5339.453125
	Iteration 7Q: 3 clusters Score -8645225 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -8646796.000000 Penalty: 5339.453125
	Iteration 8F: 3 clusters Score -8646796 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -8648591.000000 Penalty: 5339.453125
	Iteration 9F: 3 clusters Score -8648591 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -8650550.000000 Penalty: 5339.453125
	Iteration 10F: 3 clusters Score -8650550 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -8652096.000000 Penalty: 5339.453125
	Iteration 11F: 3 clusters Score -8652096 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -8652998.000000 Penalty: 5339.453125
	Iteration 12Q: 3 clusters Score -8652998 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -8653555.000000 Penalty: 5339.453125
	Iteration 13Q: 3 clusters Score -8653555 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -8653904.000000 Penalty: 5339.453125
	Iteration 14Q: 3 clusters Score -8653904 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -8654231.000000 Penalty: 5339.453125
	Iteration 15Q: 3 clusters Score -8654231 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -8654525.000000 Penalty: 5339.453125
	Iteration 16Q: 3 clusters Score -8654525 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -8654813.000000 Penalty: 5339.453125
	Iteration 17Q: 3 clusters Score -8654813 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -8655033.000000 Penalty: 5339.453125
	Iteration 18Q: 3 clusters Score -8655033 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -8655283.000000 Penalty: 5339.453125
	Iteration 19Q: 3 clusters Score -8655283 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -8655530.000000 Penalty: 5339.453125
	Iteration 20F: 3 clusters Score -8655530 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -8655730.000000 Penalty: 5339.453125
	Iteration 21Q: 3 clusters Score -8655730 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -8655949.000000 Penalty: 5339.453125
	Iteration 22Q: 3 clusters Score -8655949 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -8656136.000000 Penalty: 5339.453125
	Iteration 23Q: 3 clusters Score -8656136 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -8656306.000000 Penalty: 5339.453125
	Iteration 24Q: 3 clusters Score -8656306 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -8656491.000000 Penalty: 5339.453125
	Iteration 25Q: 3 clusters Score -8656491 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -8656664.000000 Penalty: 5339.453125
	Iteration 26Q: 3 clusters Score -8656664 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -8656793.000000 Penalty: 5339.453125
	Iteration 27Q: 3 clusters Score -8656793 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -8656918.000000 Penalty: 5339.453125
	Iteration 28Q: 3 clusters Score -8656918 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -8656984.000000 Penalty: 5339.453125
	Iteration 29Q: 3 clusters Score -8656984 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -8657045.000000 Penalty: 5339.453125
	Iteration 30Q: 3 clusters Score -8657045 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -8657068.000000 Penalty: 5339.453125
	Iteration 31Q: 3 clusters Score -8657068 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -8657168.000000 Penalty: 5339.453125
	Iteration 32Q: 3 clusters Score -8657168 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -8657183.000000 Penalty: 5339.453125
	Iteration 33Q: 3 clusters Score -8657183 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -8657219.000000 Penalty: 5339.453125
	Iteration 34Q: 3 clusters Score -8657219 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -8657267.000000 Penalty: 5339.453125
	Iteration 35Q: 3 clusters Score -8657267 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -8657313.000000 Penalty: 5339.453125
	Iteration 36Q: 3 clusters Score -8657313 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -8657357.000000 Penalty: 5339.453125
	Iteration 37Q: 3 clusters Score -8657357 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -8657401.000000 Penalty: 5339.453125
	Iteration 38Q: 3 clusters Score -8657401 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -8657440.000000 Penalty: 5339.453125
	Iteration 39Q: 3 clusters Score -8657440 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -8657486.000000 Penalty: 5339.453125
	Iteration 40F: 3 clusters Score -8657486 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -8657507.000000 Penalty: 5339.453125
	Iteration 41Q: 3 clusters Score -8657507 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -8657518.000000 Penalty: 5339.453125
	Iteration 42Q: 3 clusters Score -8657518 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -8657526.000000 Penalty: 5339.453125
	Iteration 43Q: 3 clusters Score -8657526 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -8657540.000000 Penalty: 5339.453125
	Iteration 44Q: 3 clusters Score -8657540 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -8657572.000000 Penalty: 5339.453125
	Iteration 45Q: 3 clusters Score -8657572 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -8657577.000000 Penalty: 5339.453125
	Iteration 46Q: 3 clusters Score -8657577 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -8657597.000000 Penalty: 5339.453125
	Iteration 47Q: 3 clusters Score -8657597 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -8657636.000000 Penalty: 5339.453125
	Iteration 48Q: 3 clusters Score -8657636 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -8657654.000000 Penalty: 5339.453125
	Iteration 49Q: 3 clusters Score -8657654 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -8657659.000000 Penalty: 5339.453125
	Iteration 50Q: 3 clusters Score -8657659 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -8657677.000000 Penalty: 5339.453125
	Iteration 51Q: 3 clusters Score -8657677 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -8657703.000000 Penalty: 5339.453125
	Iteration 52Q: 3 clusters Score -8657703 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -8657696.000000 Penalty: 5339.453125
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8657697 nChanged 72
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6920 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8657733 nChanged 48
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	Iteration 61Q: 3 clusters Score -8657726 nChanged 43
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	Iteration 62Q: 3 clusters Score -8657734 nChanged 44
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	Iteration 63Q: 3 clusters Score -8657760 nChanged 36
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	Iteration 76Q: 3 clusters Score -8657769 nChanged 10
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	Iteration 80F: 3 clusters Score -8657762 nChanged 16
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	Iteration 116Q: 3 clusters Score -8657799 nChanged 19
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	Iteration 117Q: 3 clusters Score -8657816 nChanged 18
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	Iteration 118Q: 3 clusters Score -8657837 nChanged 16
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	Iteration 119Q: 3 clusters Score -8657837 nChanged 11
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	Iteration 120F: 3 clusters Score -8657837 nChanged 20
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	Iteration 122Q: 3 clusters Score -8657849 nChanged 25
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	Iteration 124Q: 3 clusters Score -8657840 nChanged 15
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	Iteration 126Q: 3 clusters Score -8657844 nChanged 12
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	Iteration 129Q: 3 clusters Score -8657847 nChanged 15
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	Iteration 131Q: 3 clusters Score -8657847 nChanged 24
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	Iteration 135Q: 3 clusters Score -8657849 nChanged 32
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	Iteration 138Q: 3 clusters Score -8657839 nChanged 55
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	Iteration 140F: 3 clusters Score -8657849 nChanged 29
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	Iteration 141Q: 3 clusters Score -8657852 nChanged 28
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	Iteration 143Q: 3 clusters Score -8657846 nChanged 28
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	Iteration 145Q: 3 clusters Score -8657848 nChanged 35
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	Iteration 146Q: 3 clusters Score -8657819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -8657814.000000 Penalty: 5339.453125
	Iteration 147Q: 3 clusters Score -8657814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -8657831.000000 Penalty: 5339.453125
	Iteration 148Q: 3 clusters Score -8657831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -8657830.000000 Penalty: 5339.453125
	Iteration 149Q: 3 clusters Score -8657830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -8657839.000000 Penalty: 5339.453125
	Iteration 150Q: 3 clusters Score -8657839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -8657866.000000 Penalty: 5339.453125
	Iteration 151Q: 3 clusters Score -8657866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -8657854.000000 Penalty: 5339.453125
	Iteration 152Q: 3 clusters Score -8657854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -8657828.000000 Penalty: 5339.453125
	Iteration 153Q: 3 clusters Score -8657828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -8657822.000000 Penalty: 5339.453125
	Iteration 154Q: 3 clusters Score -8657822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -8657808.000000 Penalty: 5339.453125
	Iteration 155Q: 3 clusters Score -8657808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -8657810.000000 Penalty: 5339.453125
	Iteration 156Q: 3 clusters Score -8657810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -8657813.000000 Penalty: 5339.453125
	Iteration 157Q: 3 clusters Score -8657813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -8657817.000000 Penalty: 5339.453125
	Iteration 158Q: 3 clusters Score -8657817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -8657813.000000 Penalty: 5339.453125
	Iteration 159Q: 3 clusters Score -8657813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -8657835.000000 Penalty: 5339.453125
	Iteration 160F: 3 clusters Score -8657835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -8657830.000000 Penalty: 5339.453125
	Iteration 161Q: 3 clusters Score -8657830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -8657833.000000 Penalty: 5339.453125
	Iteration 162Q: 3 clusters Score -8657833 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -8657833.000000 Penalty: 5339.453125
	Iteration 163Q: 3 clusters Score -8657833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -8657835.000000 Penalty: 5339.453125
	Iteration 164Q: 3 clusters Score -8657835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -8657829.000000 Penalty: 5339.453125
	Iteration 165Q: 3 clusters Score -8657829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -8657823.000000 Penalty: 5339.453125
	Iteration 166Q: 3 clusters Score -8657823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -8657825.000000 Penalty: 5339.453125
	Iteration 167Q: 3 clusters Score -8657825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -8657812.000000 Penalty: 5339.453125
	Iteration 168Q: 3 clusters Score -8657812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -8657804.000000 Penalty: 5339.453125
	Iteration 169Q: 3 clusters Score -8657804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -8657805.000000 Penalty: 5339.453125
	Iteration 170Q: 3 clusters Score -8657805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -8657808.000000 Penalty: 5339.453125
	Iteration 171Q: 3 clusters Score -8657808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42764 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -8657801.000000 Penalty: 5339.453125
	Iteration 172Q: 3 clusters Score -8657801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -8657802.000000 Penalty: 5339.453125
	Iteration 173Q: 3 clusters Score -8657802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -8657808.000000 Penalty: 5339.453125
	Iteration 174Q: 3 clusters Score -8657808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -8657815.000000 Penalty: 5339.453125
	Iteration 175Q: 3 clusters Score -8657815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -8657816.000000 Penalty: 5339.453125
	Iteration 176Q: 3 clusters Score -8657816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -8657822.000000 Penalty: 5339.453125
	Iteration 177Q: 3 clusters Score -8657822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -8657814.000000 Penalty: 5339.453125
	Iteration 178Q: 3 clusters Score -8657814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -8657816.000000 Penalty: 5339.453125
	Iteration 179Q: 3 clusters Score -8657816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -8657813.000000 Penalty: 5339.453125
	Iteration 180F: 3 clusters Score -8657813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -8657818.000000 Penalty: 5339.453125
	Iteration 181Q: 3 clusters Score -8657818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -8657818.000000 Penalty: 5339.453125
	Iteration 182F: 3 clusters Score -8657818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -128791.992188 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -128792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -127060.960938 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -127061 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -127341.593750 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -127341.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -127420.179688 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -127420.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -127477.945312 Penalty: 3336.211914
	Iteration 3Q: 3 clusters Score -127477.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -127520.460938 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -127520.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -127581.726562 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -127581.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -127641.976562 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -127642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -127700.992188 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -127701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -127779.320312 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -127779.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -127837.960938 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -127838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -127896.429688 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -127896.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -127926.765625 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -127926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -127939.828125 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -127939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127946.359375 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -127946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127951.007812 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -127951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -127952.421875 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -127952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -127953.375000 Penalty: 3336.211914
	Iteration 16Q: 3 clusters Score -127953.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -127959.554688 Penalty: 3336.211914
	Iteration 17Q: 3 clusters Score -127959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -127960.281250 Penalty: 3336.211914
	Iteration 18Q: 3 clusters Score -127960.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -127961.054688 Penalty: 3336.211914
	Iteration 19Q: 3 clusters Score -127961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -127966.109375 Penalty: 3336.211914
	Iteration 20F: 3 clusters Score -127966.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127973.390625 Penalty: 3336.211914
	Iteration 21Q: 3 clusters Score -127973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -127973.390625 Penalty: 3336.211914
	Iteration 22F: 3 clusters Score -127973.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 43755 members 
Mstep: Class 3 contains 47429 members 
Mstep: Class 4 contains 45403 members 
Mstep: Class 5 contains 53429 members 
Mstep: Class 6 contains 46137 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 46076 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45209 members 
Mstep: Class 11 contains 46870 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53662 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43143 members 
Mstep: Class 17 contains 41600 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49264 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47849 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 47336 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908552.000000 Penalty: 80096.007812
Iteration 199Q: 25 clusters Score -1.269086e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 43763 members 
Mstep: Class 3 contains 47426 members 
Mstep: Class 4 contains 45380 members 
Mstep: Class 5 contains 53469 members 
Mstep: Class 6 contains 46119 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 46080 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 46869 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53605 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43169 members 
Mstep: Class 17 contains 41544 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49337 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47877 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 47267 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908424.000000 Penalty: 80096.007812
Iteration 200F: 25 clusters Score -1.269084e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 43746 members 
Mstep: Class 3 contains 47413 members 
Mstep: Class 4 contains 45374 members 
Mstep: Class 5 contains 53501 members 
Mstep: Class 6 contains 46125 members 
Mstep: Class 7 contains 3470 members 
Mstep: Class 8 contains 46095 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45232 members 
Mstep: Class 11 contains 46880 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53538 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43217 members 
Mstep: Class 17 contains 41514 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49394 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47905 members 
Mstep: Class 22 contains 2465 members 
Mstep: Class 23 contains 47228 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908176.000000 Penalty: 80096.007812
Iteration 201Q: 25 clusters Score -1.269082e+08 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 43733 members 
Mstep: Class 3 contains 47418 members 
Mstep: Class 4 contains 45376 members 
Mstep: Class 5 contains 53533 members 
Mstep: Class 6 contains 46112 members 
Mstep: Class 7 contains 3426 members 
Mstep: Class 8 contains 46099 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45197 members 
Mstep: Class 11 contains 46890 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53496 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43258 members 
Mstep: Class 17 contains 41480 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49417 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47933 members 
Mstep: Class 22 contains 2466 members 
Mstep: Class 23 contains 47202 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908048.000000 Penalty: 80096.007812
Iteration 202Q: 25 clusters Score -1.26908e+08 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 43739 members 
Mstep: Class 3 contains 47421 members 
Mstep: Class 4 contains 45374 members 
Mstep: Class 5 contains 53571 members 
Mstep: Class 6 contains 46100 members 
Mstep: Class 7 contains 3380 members 
Mstep: Class 8 contains 46048 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45180 members 
Mstep: Class 11 contains 46885 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53447 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43288 members 
Mstep: Class 17 contains 41470 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49456 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47976 members 
Mstep: Class 22 contains 2469 members 
Mstep: Class 23 contains 47184 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907968.000000 Penalty: 80096.007812
Iteration 203Q: 25 clusters Score -1.26908e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 43754 members 
Mstep: Class 3 contains 47392 members 
Mstep: Class 4 contains 45385 members 
Mstep: Class 5 contains 53592 members 
Mstep: Class 6 contains 46098 members 
Mstep: Class 7 contains 3335 members 
Mstep: Class 8 contains 46023 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45166 members 
Mstep: Class 11 contains 46881 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53425 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43331 members 
Mstep: Class 17 contains 41458 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49512 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47975 members 
Mstep: Class 22 contains 2472 members 
Mstep: Class 23 contains 47157 members 
Mstep: Class 24 contains 834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908224.000000 Penalty: 80096.007812
Iteration 204Q: 25 clusters Score -1.269082e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 43757 members 
Mstep: Class 3 contains 47383 members 
Mstep: Class 4 contains 45391 members 
Mstep: Class 5 contains 53584 members 
Mstep: Class 6 contains 46092 members 
Mstep: Class 7 contains 3292 members 
Mstep: Class 8 contains 46014 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45158 members 
Mstep: Class 11 contains 46869 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53423 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43356 members 
Mstep: Class 17 contains 41416 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49588 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47977 members 
Mstep: Class 22 contains 2477 members 
Mstep: Class 23 contains 47154 members 
Mstep: Class 24 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907976.000000 Penalty: 80096.007812
Iteration 205Q: 25 clusters Score -1.26908e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 43746 members 
Mstep: Class 3 contains 47388 members 
Mstep: Class 4 contains 45387 members 
Mstep: Class 5 contains 53584 members 
Mstep: Class 6 contains 46082 members 
Mstep: Class 7 contains 3260 members 
Mstep: Class 8 contains 46010 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45181 members 
Mstep: Class 11 contains 46870 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53428 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43368 members 
Mstep: Class 17 contains 41384 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49617 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47991 members 
Mstep: Class 22 contains 2482 members 
Mstep: Class 23 contains 47113 members 
Mstep: Class 24 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907696.000000 Penalty: 80096.007812
Iteration 206Q: 25 clusters Score -1.269077e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 43732 members 
Mstep: Class 3 contains 47353 members 
Mstep: Class 4 contains 45359 members 
Mstep: Class 5 contains 53604 members 
Mstep: Class 6 contains 46080 members 
Mstep: Class 7 contains 3228 members 
Mstep: Class 8 contains 46031 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45189 members 
Mstep: Class 11 contains 46857 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53447 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43391 members 
Mstep: Class 17 contains 41365 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49654 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48015 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 47066 members 
Mstep: Class 24 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907480.000000 Penalty: 80096.007812
Iteration 207Q: 25 clusters Score -1.269075e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 43701 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 4 contains 45350 members 
Mstep: Class 5 contains 53611 members 
Mstep: Class 6 contains 46070 members 
Mstep: Class 7 contains 3194 members 
Mstep: Class 8 contains 46036 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45217 members 
Mstep: Class 11 contains 46859 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53437 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43409 members 
Mstep: Class 17 contains 41365 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49674 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48055 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 47026 members 
Mstep: Class 24 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907312.000000 Penalty: 80096.007812
Iteration 208Q: 25 clusters Score -1.269073e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 43705 members 
Mstep: Class 3 contains 47304 members 
Mstep: Class 4 contains 45342 members 
Mstep: Class 5 contains 53621 members 
Mstep: Class 6 contains 46070 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 46004 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45230 members 
Mstep: Class 11 contains 46874 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53455 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43417 members 
Mstep: Class 17 contains 41336 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49716 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48079 members 
Mstep: Class 22 contains 2487 members 
Mstep: Class 23 contains 46972 members 
Mstep: Class 24 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907424.000000 Penalty: 80096.007812
Iteration 209Q: 25 clusters Score -1.269074e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 43729 members 
Mstep: Class 3 contains 47308 members 
Mstep: Class 4 contains 45321 members 
Mstep: Class 5 contains 53629 members 
Mstep: Class 6 contains 46045 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 8 contains 45998 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45238 members 
Mstep: Class 11 contains 46893 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53452 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43419 members 
Mstep: Class 17 contains 41285 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49761 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48087 members 
Mstep: Class 22 contains 2490 members 
Mstep: Class 23 contains 46945 members 
Mstep: Class 24 contains 835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907088.000000 Penalty: 80096.007812
Iteration 210Q: 25 clusters Score -1.269071e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 43747 members 
Mstep: Class 3 contains 47306 members 
Mstep: Class 4 contains 45346 members 
Mstep: Class 5 contains 53645 members 
Mstep: Class 6 contains 46033 members 
Mstep: Class 7 contains 3096 members 
Mstep: Class 8 contains 46017 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45234 members 
Mstep: Class 11 contains 46909 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53448 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43408 members 
Mstep: Class 17 contains 41245 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49762 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48097 members 
Mstep: Class 22 contains 2491 members 
Mstep: Class 23 contains 46898 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907168.000000 Penalty: 80096.007812
Iteration 211Q: 25 clusters Score -1.269072e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 43745 members 
Mstep: Class 3 contains 47312 members 
Mstep: Class 4 contains 45352 members 
Mstep: Class 5 contains 53628 members 
Mstep: Class 6 contains 46017 members 
Mstep: Class 7 contains 3057 members 
Mstep: Class 8 contains 46026 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45226 members 
Mstep: Class 11 contains 46900 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53463 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43422 members 
Mstep: Class 17 contains 41213 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49786 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48121 members 
Mstep: Class 22 contains 2492 members 
Mstep: Class 23 contains 46879 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907328.000000 Penalty: 80096.007812
Iteration 212Q: 25 clusters Score -1.269073e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 43746 members 
Mstep: Class 3 contains 47288 members 
Mstep: Class 4 contains 45377 members 
Mstep: Class 5 contains 53612 members 
Mstep: Class 6 contains 46032 members 
Mstep: Class 7 contains 3020 members 
Mstep: Class 8 contains 46006 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45229 members 
Mstep: Class 11 contains 46874 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53508 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43449 members 
Mstep: Class 17 contains 41151 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49809 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48144 members 
Mstep: Class 22 contains 2493 members 
Mstep: Class 23 contains 46871 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907240.000000 Penalty: 80096.007812
Iteration 213Q: 25 clusters Score -1.269072e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 43746 members 
Mstep: Class 3 contains 47302 members 
Mstep: Class 4 contains 45407 members 
Mstep: Class 5 contains 53587 members 
Mstep: Class 6 contains 46039 members 
Mstep: Class 7 contains 2982 members 
Mstep: Class 8 contains 45981 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45257 members 
Mstep: Class 11 contains 46878 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53532 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43465 members 
Mstep: Class 17 contains 41078 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49844 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48157 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 46829 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906840.000000 Penalty: 80096.007812
Iteration 214Q: 25 clusters Score -1.269068e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 43745 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 4 contains 45433 members 
Mstep: Class 5 contains 53557 members 
Mstep: Class 6 contains 46067 members 
Mstep: Class 7 contains 2945 members 
Mstep: Class 8 contains 45976 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45290 members 
Mstep: Class 11 contains 46883 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53527 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43453 members 
Mstep: Class 17 contains 41027 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49886 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48150 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 46801 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906656.000000 Penalty: 80096.007812
Iteration 215Q: 25 clusters Score -1.269067e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 43752 members 
Mstep: Class 3 contains 47333 members 
Mstep: Class 4 contains 45428 members 
Mstep: Class 5 contains 53574 members 
Mstep: Class 6 contains 46081 members 
Mstep: Class 7 contains 2902 members 
Mstep: Class 8 contains 46006 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45299 members 
Mstep: Class 11 contains 46873 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53529 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43452 members 
Mstep: Class 17 contains 40942 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49919 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48172 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 46779 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906616.000000 Penalty: 80096.007812
Iteration 216Q: 25 clusters Score -1.269066e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 43767 members 
Mstep: Class 3 contains 47326 members 
Mstep: Class 4 contains 45475 members 
Mstep: Class 5 contains 53566 members 
Mstep: Class 6 contains 46060 members 
Mstep: Class 7 contains 2869 members 
Mstep: Class 8 contains 46006 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45309 members 
Mstep: Class 11 contains 46873 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53528 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43463 members 
Mstep: Class 17 contains 40888 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49948 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48180 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 46752 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906616.000000 Penalty: 80096.007812
Iteration 217Q: 25 clusters Score -1.269066e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 43777 members 
Mstep: Class 3 contains 47309 members 
Mstep: Class 4 contains 45496 members 
Mstep: Class 5 contains 53535 members 
Mstep: Class 6 contains 46076 members 
Mstep: Class 7 contains 2838 members 
Mstep: Class 8 contains 46015 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45291 members 
Mstep: Class 11 contains 46884 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53524 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43462 members 
Mstep: Class 17 contains 40815 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 49997 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48205 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 46746 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906696.000000 Penalty: 80096.007812
Iteration 218Q: 25 clusters Score -1.269067e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 43776 members 
Mstep: Class 3 contains 47303 members 
Mstep: Class 4 contains 45505 members 
Mstep: Class 5 contains 53528 members 
Mstep: Class 6 contains 46052 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 46051 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45307 members 
Mstep: Class 11 contains 46892 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53539 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43465 members 
Mstep: Class 17 contains 40730 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 50027 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48220 members 
Mstep: Class 22 contains 2495 members 
Mstep: Class 23 contains 46736 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906728.000000 Penalty: 80096.007812
Iteration 219Q: 25 clusters Score -1.269067e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 43779 members 
Mstep: Class 3 contains 47305 members 
Mstep: Class 4 contains 45523 members 
Mstep: Class 5 contains 53515 members 
Mstep: Class 6 contains 46026 members 
Mstep: Class 7 contains 2773 members 
Mstep: Class 8 contains 46052 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45301 members 
Mstep: Class 11 contains 46893 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53575 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43455 members 
Mstep: Class 17 contains 40684 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 50025 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48271 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 46731 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906840.000000 Penalty: 80096.007812
Iteration 220F: 25 clusters Score -1.269068e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 43779 members 
Mstep: Class 3 contains 47309 members 
Mstep: Class 4 contains 45533 members 
Mstep: Class 5 contains 53504 members 
Mstep: Class 6 contains 46010 members 
Mstep: Class 7 contains 2732 members 
Mstep: Class 8 contains 46026 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45293 members 
Mstep: Class 11 contains 46916 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53591 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43465 members 
Mstep: Class 17 contains 40644 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 50065 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48288 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 46734 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906752.000000 Penalty: 80096.007812
Iteration 221Q: 25 clusters Score -1.269068e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 43786 members 
Mstep: Class 3 contains 47302 members 
Mstep: Class 4 contains 45551 members 
Mstep: Class 5 contains 53479 members 
Mstep: Class 6 contains 45975 members 
Mstep: Class 7 contains 2693 members 
Mstep: Class 8 contains 46008 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45276 members 
Mstep: Class 11 contains 46923 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53600 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43468 members 
Mstep: Class 17 contains 40612 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 50125 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48332 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 46736 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907048.000000 Penalty: 80096.007812
Iteration 222Q: 25 clusters Score -1.26907e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 43774 members 
Mstep: Class 3 contains 47305 members 
Mstep: Class 4 contains 45574 members 
Mstep: Class 5 contains 53447 members 
Mstep: Class 6 contains 45963 members 
Mstep: Class 7 contains 2661 members 
Mstep: Class 8 contains 45988 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45266 members 
Mstep: Class 11 contains 46939 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53632 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43465 members 
Mstep: Class 17 contains 40576 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 50161 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48352 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 46737 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907304.000000 Penalty: 80096.007812
Iteration 223Q: 25 clusters Score -1.269073e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 43776 members 
Mstep: Class 3 contains 47274 members 
Mstep: Class 4 contains 45591 members 
Mstep: Class 5 contains 53429 members 
Mstep: Class 6 contains 45960 members 
Mstep: Class 7 contains 2638 members 
Mstep: Class 8 contains 45985 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45265 members 
Mstep: Class 11 contains 46967 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53638 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43475 members 
Mstep: Class 17 contains 40550 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 50167 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48367 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 46733 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907360.000000 Penalty: 80096.007812
Iteration 224Q: 25 clusters Score -1.269074e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 43790 members 
Mstep: Class 3 contains 47231 members 
Mstep: Class 4 contains 45582 members 
Mstep: Class 5 contains 53417 members 
Mstep: Class 6 contains 45947 members 
Mstep: Class 7 contains 2613 members 
Mstep: Class 8 contains 45996 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45263 members 
Mstep: Class 11 contains 46975 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53674 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43464 members 
Mstep: Class 17 contains 40520 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 50189 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48395 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 46734 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907304.000000 Penalty: 80096.007812
Iteration 225Q: 25 clusters Score -1.269073e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 43808 members 
Mstep: Class 3 contains 47208 members 
Mstep: Class 4 contains 45567 members 
Mstep: Class 5 contains 53421 members 
Mstep: Class 6 contains 45931 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 46015 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45258 members 
Mstep: Class 11 contains 46993 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53669 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43475 members 
Mstep: Class 17 contains 40475 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 50178 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48421 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 46740 members 
Mstep: Class 24 contains 836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907376.000000 Penalty: 80096.007812
Iteration 226Q: 25 clusters Score -1.269074e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 43809 members 
Mstep: Class 3 contains 47209 members 
Mstep: Class 4 contains 45516 members 
Mstep: Class 5 contains 53436 members 
Mstep: Class 6 contains 45927 members 
Mstep: Class 7 contains 2562 members 
Mstep: Class 8 contains 46055 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45242 members 
Mstep: Class 11 contains 47006 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53686 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43473 members 
Mstep: Class 17 contains 40448 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 50176 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48430 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 46754 members 
Mstep: Class 24 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907240.000000 Penalty: 80096.007812
Iteration 227Q: 25 clusters Score -1.269072e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 43827 members 
Mstep: Class 3 contains 47189 members 
Mstep: Class 4 contains 45504 members 
Mstep: Class 5 contains 53445 members 
Mstep: Class 6 contains 45891 members 
Mstep: Class 7 contains 2540 members 
Mstep: Class 8 contains 46074 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45231 members 
Mstep: Class 11 contains 47012 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53691 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43466 members 
Mstep: Class 17 contains 40431 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 50176 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48447 members 
Mstep: Class 22 contains 2498 members 
Mstep: Class 23 contains 46784 members 
Mstep: Class 24 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907160.000000 Penalty: 80096.007812
Iteration 228Q: 25 clusters Score -1.269072e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 43841 members 
Mstep: Class 3 contains 47169 members 
Mstep: Class 4 contains 45491 members 
Mstep: Class 5 contains 53441 members 
Mstep: Class 6 contains 45813 members 
Mstep: Class 7 contains 2525 members 
Mstep: Class 8 contains 46071 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45215 members 
Mstep: Class 11 contains 47013 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53711 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43458 members 
Mstep: Class 17 contains 40484 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50200 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48453 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 46803 members 
Mstep: Class 24 contains 837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906960.000000 Penalty: 80096.007812
Iteration 229Q: 25 clusters Score -1.26907e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 43849 members 
Mstep: Class 3 contains 47154 members 
Mstep: Class 4 contains 45486 members 
Mstep: Class 5 contains 53458 members 
Mstep: Class 6 contains 45809 members 
Mstep: Class 7 contains 2499 members 
Mstep: Class 8 contains 46037 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45210 members 
Mstep: Class 11 contains 47025 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53704 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43437 members 
Mstep: Class 17 contains 40515 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50189 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48463 members 
Mstep: Class 22 contains 2497 members 
Mstep: Class 23 contains 46830 members 
Mstep: Class 24 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907000.000000 Penalty: 80096.007812
Iteration 230Q: 25 clusters Score -1.26907e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 43861 members 
Mstep: Class 3 contains 47144 members 
Mstep: Class 4 contains 45500 members 
Mstep: Class 5 contains 53429 members 
Mstep: Class 6 contains 45799 members 
Mstep: Class 7 contains 2482 members 
Mstep: Class 8 contains 46025 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45211 members 
Mstep: Class 11 contains 47028 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53711 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43412 members 
Mstep: Class 17 contains 40537 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50189 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48475 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 46838 members 
Mstep: Class 24 contains 842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907024.000000 Penalty: 80096.007812
Iteration 231Q: 25 clusters Score -1.26907e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 43860 members 
Mstep: Class 3 contains 47131 members 
Mstep: Class 4 contains 45519 members 
Mstep: Class 5 contains 53407 members 
Mstep: Class 6 contains 45778 members 
Mstep: Class 7 contains 2463 members 
Mstep: Class 8 contains 46018 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45212 members 
Mstep: Class 11 contains 47025 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53717 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43394 members 
Mstep: Class 17 contains 40561 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50214 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48487 members 
Mstep: Class 22 contains 2496 members 
Mstep: Class 23 contains 46840 members 
Mstep: Class 24 contains 845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906672.000000 Penalty: 80096.007812
Iteration 232Q: 25 clusters Score -1.269067e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 43846 members 
Mstep: Class 3 contains 47098 members 
Mstep: Class 4 contains 45532 members 
Mstep: Class 5 contains 53397 members 
Mstep: Class 6 contains 45771 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 46044 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45223 members 
Mstep: Class 11 contains 47028 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53738 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43363 members 
Mstep: Class 17 contains 40574 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50224 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48490 members 
Mstep: Class 22 contains 2498 members 
Mstep: Class 23 contains 46839 members 
Mstep: Class 24 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906656.000000 Penalty: 80096.007812
Iteration 233Q: 25 clusters Score -1.269067e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 43865 members 
Mstep: Class 3 contains 47081 members 
Mstep: Class 4 contains 45540 members 
Mstep: Class 5 contains 53406 members 
Mstep: Class 6 contains 45747 members 
Mstep: Class 7 contains 2423 members 
Mstep: Class 8 contains 46064 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45242 members 
Mstep: Class 11 contains 47033 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53752 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43340 members 
Mstep: Class 17 contains 40579 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50198 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48492 members 
Mstep: Class 22 contains 2501 members 
Mstep: Class 23 contains 46831 members 
Mstep: Class 24 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906704.000000 Penalty: 80096.007812
Iteration 234Q: 25 clusters Score -1.269067e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 43860 members 
Mstep: Class 3 contains 47079 members 
Mstep: Class 4 contains 45551 members 
Mstep: Class 5 contains 53396 members 
Mstep: Class 6 contains 45744 members 
Mstep: Class 7 contains 2406 members 
Mstep: Class 8 contains 46065 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45266 members 
Mstep: Class 11 contains 47059 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53739 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43330 members 
Mstep: Class 17 contains 40580 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50193 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48470 members 
Mstep: Class 22 contains 2502 members 
Mstep: Class 23 contains 46839 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906680.000000 Penalty: 80096.007812
Iteration 235Q: 25 clusters Score -1.269067e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 43856 members 
Mstep: Class 3 contains 47036 members 
Mstep: Class 4 contains 45580 members 
Mstep: Class 5 contains 53404 members 
Mstep: Class 6 contains 45731 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 46039 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45270 members 
Mstep: Class 11 contains 47063 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53773 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43323 members 
Mstep: Class 17 contains 40594 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50181 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48479 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46841 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906624.000000 Penalty: 80096.007812
Iteration 236Q: 25 clusters Score -1.269066e+08 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 43851 members 
Mstep: Class 3 contains 47013 members 
Mstep: Class 4 contains 45590 members 
Mstep: Class 5 contains 53401 members 
Mstep: Class 6 contains 45722 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 46061 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45271 members 
Mstep: Class 11 contains 47064 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53790 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43323 members 
Mstep: Class 17 contains 40597 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50156 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48476 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46862 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906520.000000 Penalty: 80096.007812
Iteration 237Q: 25 clusters Score -1.269065e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 43844 members 
Mstep: Class 3 contains 46977 members 
Mstep: Class 4 contains 45637 members 
Mstep: Class 5 contains 53372 members 
Mstep: Class 6 contains 45722 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 46083 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45238 members 
Mstep: Class 11 contains 47090 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53779 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43324 members 
Mstep: Class 17 contains 40640 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50126 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48471 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46871 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906544.000000 Penalty: 80096.007812
Iteration 238Q: 25 clusters Score -1.269065e+08 nChanged 1562
Entering ConstructFrom: 
Score: -126906544.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (32423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Entering Unmasked Estep 
Score: -5813772.000000 Penalty: 2575.882568
	Iteration 0F: 2 clusters Score -5813772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -5791620.000000 Penalty: 5151.765137
	Iteration 0F: 3 clusters Score -5791620 nChanged 14725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -5799609.500000 Penalty: 5151.765137
	Iteration 1F: 3 clusters Score -5799610 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -5800132.000000 Penalty: 5151.765137
	Iteration 2Q: 3 clusters Score -5800132 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -5800570.000000 Penalty: 5151.765137
	Iteration 3Q: 3 clusters Score -5800570 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -5801049.000000 Penalty: 5151.765137
	Iteration 4Q: 3 clusters Score -5801049 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -5801484.000000 Penalty: 5151.765137
	Iteration 5Q: 3 clusters Score -5801484 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -5801928.000000 Penalty: 5151.765137
	Iteration 6Q: 3 clusters Score -5801928 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -5802430.500000 Penalty: 5151.765137
	Iteration 7Q: 3 clusters Score -5802430 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -5802873.500000 Penalty: 5151.765137
	Iteration 8Q: 3 clusters Score -5802874 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -5803427.500000 Penalty: 5151.765137
	Iteration 9Q: 3 clusters Score -5803428 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -5804005.000000 Penalty: 5151.765137
	Iteration 10Q: 3 clusters Score -5804005 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -5804713.000000 Penalty: 5151.765137
	Iteration 11Q: 3 clusters Score -5804713 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -5805488.000000 Penalty: 5151.765137
	Iteration 12Q: 3 clusters Score -5805488 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -5806377.500000 Penalty: 5151.765137
	Iteration 13Q: 3 clusters Score -5806378 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -5807330.000000 Penalty: 5151.765137
	Iteration 14Q: 3 clusters Score -5807330 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5808300.500000 Penalty: 5151.765137
	Iteration 15Q: 3 clusters Score -5808300 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -5809197.500000 Penalty: 5151.765137
	Iteration 16Q: 3 clusters Score -5809198 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -5810008.000000 Penalty: 5151.765137
	Iteration 17Q: 3 clusters Score -5810008 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -5810518.500000 Penalty: 5151.765137
	Iteration 18Q: 3 clusters Score -5810518 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -5810842.500000 Penalty: 5151.765137
	Iteration 19Q: 3 clusters Score -5810842 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -5811069.000000 Penalty: 5151.765137
	Iteration 20F: 3 clusters Score -5811069 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -5811189.500000 Penalty: 5151.765137
	Iteration 21Q: 3 clusters Score -5811190 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -5811273.000000 Penalty: 5151.765137
	Iteration 22Q: 3 clusters Score -5811273 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -5811349.500000 Penalty: 5151.765137
	Iteration 23Q: 3 clusters Score -5811350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -5811384.500000 Penalty: 5151.765137
	Iteration 24Q: 3 clusters Score -5811384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -5811406.000000 Penalty: 5151.765137
	Iteration 25Q: 3 clusters Score -5811406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -5811418.500000 Penalty: 5151.765137
	Iteration 26Q: 3 clusters Score -5811418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -5811438.000000 Penalty: 5151.765137
	Iteration 27Q: 3 clusters Score -5811438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -5811452.500000 Penalty: 5151.765137
	Iteration 28Q: 3 clusters Score -5811452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -5811473.000000 Penalty: 5151.765137
	Iteration 29Q: 3 clusters Score -5811473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -5811473.500000 Penalty: 5151.765137
	Iteration 30Q: 3 clusters Score -5811474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -5811485.000000 Penalty: 5151.765137
	Iteration 31Q: 3 clusters Score -5811485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -5811481.500000 Penalty: 5151.765137
	Iteration 32Q: 3 clusters Score -5811482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -5811481.500000 Penalty: 5151.765137
	Iteration 33F: 3 clusters Score -5811482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Entering Unmasked Estep 
Score: -8098255.000000 Penalty: 2650.744141
	Iteration 0F: 2 clusters Score -8098255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -8069498.000000 Penalty: 5301.488281
	Iteration 0F: 3 clusters Score -8069498 nChanged 20192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -8080527.000000 Penalty: 5301.488281
	Iteration 1F: 3 clusters Score -8080527 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -8081147.500000 Penalty: 5301.488281
	Iteration 2Q: 3 clusters Score -8081148 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -8081894.500000 Penalty: 5301.488281
	Iteration 3Q: 3 clusters Score -8081894 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -8082986.000000 Penalty: 5301.488281
	Iteration 4F: 3 clusters Score -8082986 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -8084535.500000 Penalty: 5301.488281
	Iteration 5F: 3 clusters Score -8084536 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -8086948.500000 Penalty: 5301.488281
	Iteration 6F: 3 clusters Score -8086948 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -8089691.000000 Penalty: 5301.488281
	Iteration 7F: 3 clusters Score -8089691 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -8092338.500000 Penalty: 5301.488281
	Iteration 8F: 3 clusters Score -8092338 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -8093940.000000 Penalty: 5301.488281
	Iteration 9Q: 3 clusters Score -8093940 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -8094629.500000 Penalty: 5301.488281
	Iteration 10Q: 3 clusters Score -8094630 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -8094953.500000 Penalty: 5301.488281
	Iteration 11Q: 3 clusters Score -8094954 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -8095140.000000 Penalty: 5301.488281
	Iteration 12Q: 3 clusters Score -8095140 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -8095294.500000 Penalty: 5301.488281
	Iteration 13Q: 3 clusters Score -8095294 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -8095408.000000 Penalty: 5301.488281
	Iteration 14Q: 3 clusters Score -8095408 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -8095538.500000 Penalty: 5301.488281
	Iteration 15Q: 3 clusters Score -8095538 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -8095627.000000 Penalty: 5301.488281
	Iteration 16Q: 3 clusters Score -8095627 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -8095713.000000 Penalty: 5301.488281
	Iteration 17Q: 3 clusters Score -8095713 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -8095754.000000 Penalty: 5301.488281
	Iteration 18Q: 3 clusters Score -8095754 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -8095778.500000 Penalty: 5301.488281
	Iteration 19Q: 3 clusters Score -8095778 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -8095832.000000 Penalty: 5301.488281
	Iteration 20F: 3 clusters Score -8095832 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -8095839.000000 Penalty: 5301.488281
	Iteration 21Q: 3 clusters Score -8095839 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -8095862.500000 Penalty: 5301.488281
	Iteration 22Q: 3 clusters Score -8095862 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -8095878.000000 Penalty: 5301.488281
	Iteration 23Q: 3 clusters Score -8095878 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -8095952.500000 Penalty: 5301.488281
	Iteration 24Q: 3 clusters Score -8095952 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -8096004.500000 Penalty: 5301.488281
	Iteration 25Q: 3 clusters Score -8096004 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -8096058.500000 Penalty: 5301.488281
	Iteration 26Q: 3 clusters Score -8096058 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -8096076.000000 Penalty: 5301.488281
	Iteration 27Q: 3 clusters Score -8096076 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -8096109.500000 Penalty: 5301.488281
	Iteration 28Q: 3 clusters Score -8096110 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -8096133.000000 Penalty: 5301.488281
	Iteration 29Q: 3 clusters Score -8096133 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -8096164.500000 Penalty: 5301.488281
	Iteration 30Q: 3 clusters Score -8096164 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -8096181.500000 Penalty: 5301.488281
	Iteration 31Q: 3 clusters Score -8096182 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -8096217.000000 Penalty: 5301.488281
	Iteration 32Q: 3 clusters Score -8096217 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -8096224.500000 Penalty: 5301.488281
	Iteration 33Q: 3 clusters Score -8096224 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -8096241.000000 Penalty: 5301.488281
	Iteration 34Q: 3 clusters Score -8096241 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -8096274.500000 Penalty: 5301.488281
	Iteration 35Q: 3 clusters Score -8096274 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -8096295.500000 Penalty: 5301.488281
	Iteration 36Q: 3 clusters Score -8096296 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -8096313.500000 Penalty: 5301.488281
	Iteration 37Q: 3 clusters Score -8096314 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -8096330.500000 Penalty: 5301.488281
	Iteration 38Q: 3 clusters Score -8096330 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -8096349.000000 Penalty: 5301.488281
	Iteration 39Q: 3 clusters Score -8096349 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -8096388.000000 Penalty: 5301.488281
	Iteration 40F: 3 clusters Score -8096388 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8096401.500000 Penalty: 5301.488281
	Iteration 41Q: 3 clusters Score -8096402 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -8096413.500000 Penalty: 5301.488281
	Iteration 42Q: 3 clusters Score -8096414 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -8096454.500000 Penalty: 5301.488281
	Iteration 43Q: 3 clusters Score -8096454 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -8096488.000000 Penalty: 5301.488281
	Iteration 44Q: 3 clusters Score -8096488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -8096513.000000 Penalty: 5301.488281
	Iteration 45Q: 3 clusters Score -8096513 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -8096535.000000 Penalty: 5301.488281
	Iteration 46Q: 3 clusters Score -8096535 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -8096544.000000 Penalty: 5301.488281
	Iteration 47Q: 3 clusters Score -8096544 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -8096567.500000 Penalty: 5301.488281
	Iteration 48Q: 3 clusters Score -8096568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -8096578.000000 Penalty: 5301.488281
	Iteration 49Q: 3 clusters Score -8096578 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -8096586.500000 Penalty: 5301.488281
	Iteration 50Q: 3 clusters Score -8096586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8096595.000000 Penalty: 5301.488281
	Iteration 51Q: 3 clusters Score -8096595 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -8096618.000000 Penalty: 5301.488281
	Iteration 52Q: 3 clusters Score -8096618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -8096625.500000 Penalty: 5301.488281
	Iteration 53Q: 3 clusters Score -8096626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -8096642.000000 Penalty: 5301.488281
	Iteration 54Q: 3 clusters Score -8096642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -8096674.000000 Penalty: 5301.488281
	Iteration 55Q: 3 clusters Score -8096674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8096698.500000 Penalty: 5301.488281
	Iteration 56Q: 3 clusters Score -8096698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8096725.000000 Penalty: 5301.488281
	Iteration 57Q: 3 clusters Score -8096725 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8096731.500000 Penalty: 5301.488281
	Iteration 58Q: 3 clusters Score -8096732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -8096748.500000 Penalty: 5301.488281
	Iteration 59Q: 3 clusters Score -8096748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8096755.000000 Penalty: 5301.488281
	Iteration 60F: 3 clusters Score -8096755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8096775.500000 Penalty: 5301.488281
	Iteration 61Q: 3 clusters Score -8096776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8096768.500000 Penalty: 5301.488281
	Iteration 62Q: 3 clusters Score -8096768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8096764.000000 Penalty: 5301.488281
	Iteration 63Q: 3 clusters Score -8096764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8096775.500000 Penalty: 5301.488281
	Iteration 64Q: 3 clusters Score -8096776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8096793.500000 Penalty: 5301.488281
	Iteration 65Q: 3 clusters Score -8096794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8096793.000000 Penalty: 5301.488281
	Iteration 66Q: 3 clusters Score -8096793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8096799.500000 Penalty: 5301.488281
	Iteration 67Q: 3 clusters Score -8096800 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8096812.500000 Penalty: 5301.488281
	Iteration 68Q: 3 clusters Score -8096812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8096827.500000 Penalty: 5301.488281
	Iteration 69Q: 3 clusters Score -8096828 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8096828.000000 Penalty: 5301.488281
	Iteration 70Q: 3 clusters Score -8096828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8096843.000000 Penalty: 5301.488281
	Iteration 71Q: 3 clusters Score -8096843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8096834.000000 Penalty: 5301.488281
	Iteration 72Q: 3 clusters Score -8096834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8096835.500000 Penalty: 5301.488281
	Iteration 73Q: 3 clusters Score -8096836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8096833.500000 Penalty: 5301.488281
	Iteration 74Q: 3 clusters Score -8096834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8096846.000000 Penalty: 5301.488281
	Iteration 75Q: 3 clusters Score -8096846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8096854.000000 Penalty: 5301.488281
	Iteration 76Q: 3 clusters Score -8096854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8096854.500000 Penalty: 5301.488281
	Iteration 77Q: 3 clusters Score -8096854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8096843.000000 Penalty: 5301.488281
	Iteration 78Q: 3 clusters Score -8096843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8096847.500000 Penalty: 5301.488281
	Iteration 79Q: 3 clusters Score -8096848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8096855.000000 Penalty: 5301.488281
	Iteration 80F: 3 clusters Score -8096855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8096852.000000 Penalty: 5301.488281
	Iteration 81Q: 3 clusters Score -8096852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8096847.000000 Penalty: 5301.488281
	Iteration 82Q: 3 clusters Score -8096847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8096856.000000 Penalty: 5301.488281
	Iteration 83Q: 3 clusters Score -8096856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8096857.000000 Penalty: 5301.488281
	Iteration 84Q: 3 clusters Score -8096857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8096866.000000 Penalty: 5301.488281
	Iteration 85Q: 3 clusters Score -8096866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8096865.000000 Penalty: 5301.488281
	Iteration 86Q: 3 clusters Score -8096865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8096865.500000 Penalty: 5301.488281
	Iteration 87Q: 3 clusters Score -8096866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8096864.500000 Penalty: 5301.488281
	Iteration 88Q: 3 clusters Score -8096864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8096865.500000 Penalty: 5301.488281
	Iteration 89Q: 3 clusters Score -8096866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8096860.500000 Penalty: 5301.488281
	Iteration 90Q: 3 clusters Score -8096860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8096868.500000 Penalty: 5301.488281
	Iteration 91Q: 3 clusters Score -8096868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8096869.000000 Penalty: 5301.488281
	Iteration 92Q: 3 clusters Score -8096869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8096868.000000 Penalty: 5301.488281
	Iteration 93Q: 3 clusters Score -8096868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8096866.500000 Penalty: 5301.488281
	Iteration 94Q: 3 clusters Score -8096866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8096869.000000 Penalty: 5301.488281
	Iteration 95Q: 3 clusters Score -8096869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8096869.000000 Penalty: 5301.488281
	Iteration 96F: 3 clusters Score -8096869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Entering Unmasked Estep 
Score: -8767412.000000 Penalty: 2667.585205
	Iteration 0F: 2 clusters Score -8767412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -8738881.000000 Penalty: 5335.170410
	Iteration 0F: 3 clusters Score -8738881 nChanged 21590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -8751244.000000 Penalty: 5335.170410
	Iteration 1F: 3 clusters Score -8751244 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -8752053.000000 Penalty: 5335.170410
	Iteration 2Q: 3 clusters Score -8752053 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -8752998.000000 Penalty: 5335.170410
	Iteration 3Q: 3 clusters Score -8752998 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -8753955.000000 Penalty: 5335.170410
	Iteration 4Q: 3 clusters Score -8753955 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -8755203.000000 Penalty: 5335.170410
	Iteration 5Q: 3 clusters Score -8755203 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -8756590.000000 Penalty: 5335.170410
	Iteration 6Q: 3 clusters Score -8756590 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -8758134.000000 Penalty: 5335.170410
	Iteration 7F: 3 clusters Score -8758134 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -8759857.000000 Penalty: 5335.170410
	Iteration 8F: 3 clusters Score -8759857 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -8761718.000000 Penalty: 5335.170410
	Iteration 9F: 3 clusters Score -8761718 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -8763332.000000 Penalty: 5335.170410
	Iteration 10F: 3 clusters Score -8763332 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -8764622.000000 Penalty: 5335.170410
	Iteration 11Q: 3 clusters Score -8764622 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -8765705.000000 Penalty: 5335.170410
	Iteration 12Q: 3 clusters Score -8765705 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -8766296.000000 Penalty: 5335.170410
	Iteration 13Q: 3 clusters Score -8766296 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -8766684.000000 Penalty: 5335.170410
	Iteration 14Q: 3 clusters Score -8766684 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8766848.000000 Penalty: 5335.170410
	Iteration 15Q: 3 clusters Score -8766848 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8766972.000000 Penalty: 5335.170410
	Iteration 16Q: 3 clusters Score -8766972 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -8767026.000000 Penalty: 5335.170410
	Iteration 17Q: 3 clusters Score -8767026 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8767105.000000 Penalty: 5335.170410
	Iteration 18Q: 3 clusters Score -8767105 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -8767128.000000 Penalty: 5335.170410
	Iteration 19Q: 3 clusters Score -8767128 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -8767142.000000 Penalty: 5335.170410
	Iteration 20F: 3 clusters Score -8767142 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -8767153.000000 Penalty: 5335.170410
	Iteration 21Q: 3 clusters Score -8767153 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -8767163.000000 Penalty: 5335.170410
	Iteration 22Q: 3 clusters Score -8767163 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -8767157.000000 Penalty: 5335.170410
	Iteration 23Q: 3 clusters Score -8767157 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -8767171.000000 Penalty: 5335.170410
	Iteration 24Q: 3 clusters Score -8767171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -8767179.000000 Penalty: 5335.170410
	Iteration 25Q: 3 clusters Score -8767179 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -8767191.000000 Penalty: 5335.170410
	Iteration 26Q: 3 clusters Score -8767191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -8767211.000000 Penalty: 5335.170410
	Iteration 27Q: 3 clusters Score -8767211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -8767236.000000 Penalty: 5335.170410
	Iteration 28Q: 3 clusters Score -8767236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -8767252.000000 Penalty: 5335.170410
	Iteration 29Q: 3 clusters Score -8767252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -8767267.000000 Penalty: 5335.170410
	Iteration 30Q: 3 clusters Score -8767267 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -8767271.000000 Penalty: 5335.170410
	Iteration 31Q: 3 clusters Score -8767271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -8767277.000000 Penalty: 5335.170410
	Iteration 32Q: 3 clusters Score -8767277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -8767282.000000 Penalty: 5335.170410
	Iteration 33Q: 3 clusters Score -8767282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -8767277.000000 Penalty: 5335.170410
	Iteration 34Q: 3 clusters Score -8767277 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -8767284.000000 Penalty: 5335.170410
	Iteration 35Q: 3 clusters Score -8767284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -8767283.000000 Penalty: 5335.170410
	Iteration 36Q: 3 clusters Score -8767283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -8767289.000000 Penalty: 5335.170410
	Iteration 37Q: 3 clusters Score -8767289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -8767287.000000 Penalty: 5335.170410
	Iteration 38Q: 3 clusters Score -8767287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -8767290.000000 Penalty: 5335.170410
	Iteration 39Q: 3 clusters Score -8767290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -8767284.000000 Penalty: 5335.170410
	Iteration 40F: 3 clusters Score -8767284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -8767281.000000 Penalty: 5335.170410
	Iteration 41Q: 3 clusters Score -8767281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8767287.000000 Penalty: 5335.170410
	Iteration 42Q: 3 clusters Score -8767287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -8767284.000000 Penalty: 5335.170410
	Iteration 43Q: 3 clusters Score -8767284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -8767277.000000 Penalty: 5335.170410
	Iteration 44Q: 3 clusters Score -8767277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -8767271.000000 Penalty: 5335.170410
	Iteration 45Q: 3 clusters Score -8767271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -8767288.000000 Penalty: 5335.170410
	Iteration 46Q: 3 clusters Score -8767288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -8767288.000000 Penalty: 5335.170410
	Iteration 47Q: 3 clusters Score -8767288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -8767285.000000 Penalty: 5335.170410
	Iteration 48Q: 3 clusters Score -8767285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8767283.000000 Penalty: 5335.170410
	Iteration 49Q: 3 clusters Score -8767283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -8767285.000000 Penalty: 5335.170410
	Iteration 50Q: 3 clusters Score -8767285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -8767282.000000 Penalty: 5335.170410
	Iteration 51Q: 3 clusters Score -8767282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -8767276.000000 Penalty: 5335.170410
	Iteration 52Q: 3 clusters Score -8767276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -8767275.000000 Penalty: 5335.170410
	Iteration 53Q: 3 clusters Score -8767275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -8767273.000000 Penalty: 5335.170410
	Iteration 54Q: 3 clusters Score -8767273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -8767274.000000 Penalty: 5335.170410
	Iteration 55Q: 3 clusters Score -8767274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -8767273.000000 Penalty: 5335.170410
	Iteration 56Q: 3 clusters Score -8767273 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -8767286.000000 Penalty: 5335.170410
	Iteration 57Q: 3 clusters Score -8767286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -8767286.000000 Penalty: 5335.170410
	Iteration 58Q: 3 clusters Score -8767286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -8767286.000000 Penalty: 5335.170410
	Iteration 59Q: 3 clusters Score -8767286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -8767283.000000 Penalty: 5335.170410
	Iteration 60F: 3 clusters Score -8767283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -8767299.000000 Penalty: 5335.170410
	Iteration 61Q: 3 clusters Score -8767299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -8767309.000000 Penalty: 5335.170410
	Iteration 62Q: 3 clusters Score -8767309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -8767295.000000 Penalty: 5335.170410
	Iteration 63Q: 3 clusters Score -8767295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -8767297.000000 Penalty: 5335.170410
	Iteration 64Q: 3 clusters Score -8767297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -8767297.000000 Penalty: 5335.170410
	Iteration 65Q: 3 clusters Score -8767297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -8767297.000000 Penalty: 5335.170410
	Iteration 66Q: 3 clusters Score -8767297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -8767300.000000 Penalty: 5335.170410
	Iteration 67Q: 3 clusters Score -8767300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -8767299.000000 Penalty: 5335.170410
	Iteration 68Q: 3 clusters Score -8767299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -8767301.000000 Penalty: 5335.170410
	Iteration 69Q: 3 clusters Score -8767301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -8767301.000000 Penalty: 5335.170410
	Iteration 70F: 3 clusters Score -8767301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Entering Unmasked Estep 
Score: -8400950.000000 Penalty: 2660.900635
	Iteration 0F: 2 clusters Score -8400950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -8370913.500000 Penalty: 5321.801270
	Iteration 0F: 3 clusters Score -8370914 nChanged 20946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -8382412.500000 Penalty: 5321.801270
	Iteration 1F: 3 clusters Score -8382412 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -8382958.500000 Penalty: 5321.801270
	Iteration 2Q: 3 clusters Score -8382958 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -8383493.500000 Penalty: 5321.801270
	Iteration 3Q: 3 clusters Score -8383494 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -8384047.000000 Penalty: 5321.801270
	Iteration 4Q: 3 clusters Score -8384047 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -8384812.000000 Penalty: 5321.801270
	Iteration 5Q: 3 clusters Score -8384812 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -8385907.500000 Penalty: 5321.801270
	Iteration 6Q: 3 clusters Score -8385908 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -8387490.500000 Penalty: 5321.801270
	Iteration 7F: 3 clusters Score -8387490 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -8389572.000000 Penalty: 5321.801270
	Iteration 8F: 3 clusters Score -8389572 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -8391847.000000 Penalty: 5321.801270
	Iteration 9F: 3 clusters Score -8391847 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -8393861.000000 Penalty: 5321.801270
	Iteration 10F: 3 clusters Score -8393861 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -8395106.000000 Penalty: 5321.801270
	Iteration 11Q: 3 clusters Score -8395106 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -8395736.000000 Penalty: 5321.801270
	Iteration 12Q: 3 clusters Score -8395736 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -8396197.000000 Penalty: 5321.801270
	Iteration 13Q: 3 clusters Score -8396197 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -8396557.000000 Penalty: 5321.801270
	Iteration 14Q: 3 clusters Score -8396557 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -8396939.000000 Penalty: 5321.801270
	Iteration 15Q: 3 clusters Score -8396939 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -8397281.000000 Penalty: 5321.801270
	Iteration 16Q: 3 clusters Score -8397281 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -8397609.000000 Penalty: 5321.801270
	Iteration 17Q: 3 clusters Score -8397609 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -8397925.000000 Penalty: 5321.801270
	Iteration 18Q: 3 clusters Score -8397925 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -8398208.000000 Penalty: 5321.801270
	Iteration 19Q: 3 clusters Score -8398208 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -8398435.000000 Penalty: 5321.801270
	Iteration 20F: 3 clusters Score -8398435 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -8398647.000000 Penalty: 5321.801270
	Iteration 21Q: 3 clusters Score -8398647 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -8398834.000000 Penalty: 5321.801270
	Iteration 22Q: 3 clusters Score -8398834 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -8398943.000000 Penalty: 5321.801270
	Iteration 23Q: 3 clusters Score -8398943 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -8399073.000000 Penalty: 5321.801270
	Iteration 24Q: 3 clusters Score -8399073 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -8399206.000000 Penalty: 5321.801270
	Iteration 25Q: 3 clusters Score -8399206 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -8399242.000000 Penalty: 5321.801270
	Iteration 26Q: 3 clusters Score -8399242 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -8399307.000000 Penalty: 5321.801270
	Iteration 27Q: 3 clusters Score -8399307 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -8399335.000000 Penalty: 5321.801270
	Iteration 28Q: 3 clusters Score -8399335 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -8399412.000000 Penalty: 5321.801270
	Iteration 29Q: 3 clusters Score -8399412 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -8399479.000000 Penalty: 5321.801270
	Iteration 30Q: 3 clusters Score -8399479 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -8399515.000000 Penalty: 5321.801270
	Iteration 31Q: 3 clusters Score -8399515 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -8399581.000000 Penalty: 5321.801270
	Iteration 32Q: 3 clusters Score -8399581 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -8399623.000000 Penalty: 5321.801270
	Iteration 33Q: 3 clusters Score -8399623 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -8399675.000000 Penalty: 5321.801270
	Iteration 34Q: 3 clusters Score -8399675 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -8399725.000000 Penalty: 5321.801270
	Iteration 35Q: 3 clusters Score -8399725 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -8399756.000000 Penalty: 5321.801270
	Iteration 36Q: 3 clusters Score -8399756 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -8399783.000000 Penalty: 5321.801270
	Iteration 37Q: 3 clusters Score -8399783 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -8399829.000000 Penalty: 5321.801270
	Iteration 38Q: 3 clusters Score -8399829 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -8399843.000000 Penalty: 5321.801270
	Iteration 39Q: 3 clusters Score -8399843 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -8399914.000000 Penalty: 5321.801270
	Iteration 40F: 3 clusters Score -8399914 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -8399951.000000 Penalty: 5321.801270
	Iteration 41Q: 3 clusters Score -8399951 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -8399968.000000 Penalty: 5321.801270
	Iteration 42Q: 3 clusters Score -8399968 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -8400027.000000 Penalty: 5321.801270
	Iteration 43Q: 3 clusters Score -8400027 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -8400043.000000 Penalty: 5321.801270
	Iteration 44Q: 3 clusters Score -8400043 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -8400067.000000 Penalty: 5321.801270
	Iteration 45Q: 3 clusters Score -8400067 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -8400100.000000 Penalty: 5321.801270
	Iteration 46Q: 3 clusters Score -8400100 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -8400110.000000 Penalty: 5321.801270
	Iteration 47Q: 3 clusters Score -8400110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -8400145.000000 Penalty: 5321.801270
	Iteration 48Q: 3 clusters Score -8400145 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -8400134.000000 Penalty: 5321.801270
	Iteration 49Q: 3 clusters Score -8400134 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -8400132.000000 Penalty: 5321.801270
	Iteration 50Q: 3 clusters Score -8400132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8400158.000000 Penalty: 5321.801270
	Iteration 51Q: 3 clusters Score -8400158 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -8400175.000000 Penalty: 5321.801270
	Iteration 52Q: 3 clusters Score -8400175 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -8400177.000000 Penalty: 5321.801270
	Iteration 53Q: 3 clusters Score -8400177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8400189.000000 Penalty: 5321.801270
	Iteration 54Q: 3 clusters Score -8400189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -8400193.000000 Penalty: 5321.801270
	Iteration 55Q: 3 clusters Score -8400193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -8400189.000000 Penalty: 5321.801270
	Iteration 56Q: 3 clusters Score -8400189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -8400181.000000 Penalty: 5321.801270
	Iteration 57Q: 3 clusters Score -8400181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -8400170.000000 Penalty: 5321.801270
	Iteration 58Q: 3 clusters Score -8400170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -8400176.000000 Penalty: 5321.801270
	Iteration 59Q: 3 clusters Score -8400176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -8400172.000000 Penalty: 5321.801270
	Iteration 60F: 3 clusters Score -8400172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8400168.000000 Penalty: 5321.801270
	Iteration 61Q: 3 clusters Score -8400168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -8400174.000000 Penalty: 5321.801270
	Iteration 62Q: 3 clusters Score -8400174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -8400165.000000 Penalty: 5321.801270
	Iteration 63Q: 3 clusters Score -8400165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8400173.000000 Penalty: 5321.801270
	Iteration 64Q: 3 clusters Score -8400173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -8400181.000000 Penalty: 5321.801270
	Iteration 65Q: 3 clusters Score -8400181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -8400182.000000 Penalty: 5321.801270
	Iteration 66Q: 3 clusters Score -8400182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8400185.000000 Penalty: 5321.801270
	Iteration 67Q: 3 clusters Score -8400185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -8400178.000000 Penalty: 5321.801270
	Iteration 68Q: 3 clusters Score -8400178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -8400181.000000 Penalty: 5321.801270
	Iteration 69Q: 3 clusters Score -8400181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -8400183.000000 Penalty: 5321.801270
	Iteration 70Q: 3 clusters Score -8400183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -8400185.000000 Penalty: 5321.801270
	Iteration 71Q: 3 clusters Score -8400185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -8400184.000000 Penalty: 5321.801270
	Iteration 72Q: 3 clusters Score -8400184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -8400180.000000 Penalty: 5321.801270
	Iteration 73Q: 3 clusters Score -8400180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -8400173.000000 Penalty: 5321.801270
	Iteration 74Q: 3 clusters Score -8400173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -8400161.000000 Penalty: 5321.801270
	Iteration 75Q: 3 clusters Score -8400161 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -8400168.000000 Penalty: 5321.801270
	Iteration 76Q: 3 clusters Score -8400168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -8400180.000000 Penalty: 5321.801270
	Iteration 77Q: 3 clusters Score -8400180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8400182.000000 Penalty: 5321.801270
	Iteration 78Q: 3 clusters Score -8400182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8400176.000000 Penalty: 5321.801270
	Iteration 79Q: 3 clusters Score -8400176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8400181.000000 Penalty: 5321.801270
	Iteration 80F: 3 clusters Score -8400181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -8400185.000000 Penalty: 5321.801270
	Iteration 81Q: 3 clusters Score -8400185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8400174.000000 Penalty: 5321.801270
	Iteration 82Q: 3 clusters Score -8400174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -8400170.000000 Penalty: 5321.801270
	Iteration 83Q: 3 clusters Score -8400170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8400181.000000 Penalty: 5321.801270
	Iteration 84Q: 3 clusters Score -8400181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -8400168.000000 Penalty: 5321.801270
	Iteration 85Q: 3 clusters Score -8400168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8400171.000000 Penalty: 5321.801270
	Iteration 86Q: 3 clusters Score -8400171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8400168.000000 Penalty: 5321.801270
	Iteration 87Q: 3 clusters Score -8400168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8400159.000000 Penalty: 5321.801270
	Iteration 88Q: 3 clusters Score -8400159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8400164.000000 Penalty: 5321.801270
	Iteration 89Q: 3 clusters Score -8400164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8400165.000000 Penalty: 5321.801270
	Iteration 90Q: 3 clusters Score -8400165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8400168.000000 Penalty: 5321.801270
	Iteration 91Q: 3 clusters Score -8400168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8400165.000000 Penalty: 5321.801270
	Iteration 92Q: 3 clusters Score -8400165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8400166.000000 Penalty: 5321.801270
	Iteration 93Q: 3 clusters Score -8400166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8400162.000000 Penalty: 5321.801270
	Iteration 94Q: 3 clusters Score -8400162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8400165.000000 Penalty: 5321.801270
	Iteration 95Q: 3 clusters Score -8400165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8400152.000000 Penalty: 5321.801270
	Iteration 96Q: 3 clusters Score -8400152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -8400147.000000 Penalty: 5321.801270
	Iteration 97Q: 3 clusters Score -8400147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8400160.000000 Penalty: 5321.801270
	Iteration 98Q: 3 clusters Score -8400160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8400166.000000 Penalty: 5321.801270
	Iteration 99Q: 3 clusters Score -8400166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8400150.000000 Penalty: 5321.801270
	Iteration 100F: 3 clusters Score -8400150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8400154.000000 Penalty: 5321.801270
	Iteration 101Q: 3 clusters Score -8400154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -8400155.000000 Penalty: 5321.801270
	Iteration 102Q: 3 clusters Score -8400155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -8400161.000000 Penalty: 5321.801270
	Iteration 103Q: 3 clusters Score -8400161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8400162.000000 Penalty: 5321.801270
	Iteration 104Q: 3 clusters Score -8400162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8400160.000000 Penalty: 5321.801270
	Iteration 105Q: 3 clusters Score -8400160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8400158.000000 Penalty: 5321.801270
	Iteration 106Q: 3 clusters Score -8400158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8400161.000000 Penalty: 5321.801270
	Iteration 107Q: 3 clusters Score -8400161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8400157.000000 Penalty: 5321.801270
	Iteration 108Q: 3 clusters Score -8400157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8400163.000000 Penalty: 5321.801270
	Iteration 109Q: 3 clusters Score -8400163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8400161.000000 Penalty: 5321.801270
	Iteration 110Q: 3 clusters Score -8400161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8400165.000000 Penalty: 5321.801270
	Iteration 111Q: 3 clusters Score -8400165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8400174.000000 Penalty: 5321.801270
	Iteration 112Q: 3 clusters Score -8400174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -8400172.000000 Penalty: 5321.801270
	Iteration 113Q: 3 clusters Score -8400172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8400172.000000 Penalty: 5321.801270
	Iteration 114Q: 3 clusters Score -8400172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8400172.000000 Penalty: 5321.801270
	Iteration 115F: 3 clusters Score -8400172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53333 members 
Entering Unmasked Estep 
Score: -9975071.000000 Penalty: 2699.309082
	Iteration 0F: 2 clusters Score -9975071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -9946124.000000 Penalty: 5398.618164
	Iteration 0F: 3 clusters Score -9946124 nChanged 24669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -9959726.000000 Penalty: 5398.618164
	Iteration 1F: 3 clusters Score -9959726 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -9960367.000000 Penalty: 5398.618164
	Iteration 2Q: 3 clusters Score -9960367 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -9961018.000000 Penalty: 5398.618164
	Iteration 3Q: 3 clusters Score -9961018 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -9961915.000000 Penalty: 5398.618164
	Iteration 4Q: 3 clusters Score -9961915 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -9962920.000000 Penalty: 5398.618164
	Iteration 5Q: 3 clusters Score -9962920 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -9964221.000000 Penalty: 5398.618164
	Iteration 6F: 3 clusters Score -9964221 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -9965745.000000 Penalty: 5398.618164
	Iteration 7F: 3 clusters Score -9965745 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -9967577.000000 Penalty: 5398.618164
	Iteration 8F: 3 clusters Score -9967577 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -9969449.000000 Penalty: 5398.618164
	Iteration 9F: 3 clusters Score -9969449 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -9971357.000000 Penalty: 5398.618164
	Iteration 10F: 3 clusters Score -9971357 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -9972997.000000 Penalty: 5398.618164
	Iteration 11Q: 3 clusters Score -9972997 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -9974104.000000 Penalty: 5398.618164
	Iteration 12Q: 3 clusters Score -9974104 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -9974769.000000 Penalty: 5398.618164
	Iteration 13Q: 3 clusters Score -9974769 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -9975153.000000 Penalty: 5398.618164
	Iteration 14Q: 3 clusters Score -9975153 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -9975330.000000 Penalty: 5398.618164
	Iteration 15Q: 3 clusters Score -9975330 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -9975415.000000 Penalty: 5398.618164
	Iteration 16Q: 3 clusters Score -9975415 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -9975367.000000 Penalty: 5398.618164
	Iteration 17Q: 3 clusters Score -9975367 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -9975156.000000 Penalty: 5398.618164
	Iteration 18Q: 3 clusters Score -9975156 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -9974654.000000 Penalty: 5398.618164
	Iteration 19Q: 3 clusters Score -9974654 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -9974124.000000 Penalty: 5398.618164
	Iteration 20F: 3 clusters Score -9974124 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -9973795.000000 Penalty: 5398.618164
	Iteration 21Q: 3 clusters Score -9973795 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -9973398.000000 Penalty: 5398.618164
	Iteration 22Q: 3 clusters Score -9973398 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -9973192.000000 Penalty: 5398.618164
	Iteration 23Q: 3 clusters Score -9973192 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 52464 members 
Entering Unmasked Estep 
Score: -9973139.000000 Penalty: 5398.618164
	Iteration 24Q: 3 clusters Score -9973139 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -9973074.000000 Penalty: 5398.618164
	Iteration 25Q: 3 clusters Score -9973074 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -9973007.000000 Penalty: 5398.618164
	Iteration 26Q: 3 clusters Score -9973007 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -9973011.000000 Penalty: 5398.618164
	Iteration 27Q: 3 clusters Score -9973011 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 52866 members 
Entering Unmasked Estep 
Score: -9972990.000000 Penalty: 5398.618164
	Iteration 28Q: 3 clusters Score -9972990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -9973014.000000 Penalty: 5398.618164
	Iteration 29Q: 3 clusters Score -9973014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 52920 members 
Entering Unmasked Estep 
Score: -9973007.000000 Penalty: 5398.618164
	Iteration 30Q: 3 clusters Score -9973007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -9973011.000000 Penalty: 5398.618164
	Iteration 31Q: 3 clusters Score -9973011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 52941 members 
Entering Unmasked Estep 
Score: -9973016.000000 Penalty: 5398.618164
	Iteration 32Q: 3 clusters Score -9973016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 52949 members 
Entering Unmasked Estep 
Score: -9973008.000000 Penalty: 5398.618164
	Iteration 33Q: 3 clusters Score -9973008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 52956 members 
Entering Unmasked Estep 
Score: -9973004.000000 Penalty: 5398.618164
	Iteration 34Q: 3 clusters Score -9973004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -9972988.000000 Penalty: 5398.618164
	Iteration 35Q: 3 clusters Score -9972988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -9972988.000000 Penalty: 5398.618164
	Iteration 36Q: 3 clusters Score -9972988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -9972995.000000 Penalty: 5398.618164
	Iteration 37Q: 3 clusters Score -9972995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -9972991.000000 Penalty: 5398.618164
	Iteration 38Q: 3 clusters Score -9972991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -9972997.000000 Penalty: 5398.618164
	Iteration 39Q: 3 clusters Score -9972997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -9972987.000000 Penalty: 5398.618164
	Iteration 40F: 3 clusters Score -9972987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -9972988.000000 Penalty: 5398.618164
	Iteration 41Q: 3 clusters Score -9972988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -9972993.000000 Penalty: 5398.618164
	Iteration 42Q: 3 clusters Score -9972993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 52977 members 
Entering Unmasked Estep 
Score: -9972993.000000 Penalty: 5398.618164
	Iteration 43Q: 3 clusters Score -9972993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -9973007.000000 Penalty: 5398.618164
	Iteration 44Q: 3 clusters Score -9973007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 52982 members 
Entering Unmasked Estep 
Score: -9972997.000000 Penalty: 5398.618164
	Iteration 45Q: 3 clusters Score -9972997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -9973001.000000 Penalty: 5398.618164
	Iteration 46Q: 3 clusters Score -9973001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -9972994.000000 Penalty: 5398.618164
	Iteration 47Q: 3 clusters Score -9972994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -9973004.000000 Penalty: 5398.618164
	Iteration 48Q: 3 clusters Score -9973004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -9973001.000000 Penalty: 5398.618164
	Iteration 49Q: 3 clusters Score -9973001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -9973005.000000 Penalty: 5398.618164
	Iteration 50Q: 3 clusters Score -9973005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 52999 members 
Entering Unmasked Estep 
Score: -9972991.000000 Penalty: 5398.618164
	Iteration 51Q: 3 clusters Score -9972991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -9972996.000000 Penalty: 5398.618164
	Iteration 52Q: 3 clusters Score -9972996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -9972994.000000 Penalty: 5398.618164
	Iteration 53Q: 3 clusters Score -9972994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -9972997.000000 Penalty: 5398.618164
	Iteration 54Q: 3 clusters Score -9972997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -9972997.000000 Penalty: 5398.618164
	Iteration 55F: 3 clusters Score -9972997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Entering Unmasked Estep 
Score: -8453555.000000 Penalty: 2661.171875
	Iteration 0F: 2 clusters Score -8453555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -8424075.000000 Penalty: 5322.343750
	Iteration 0F: 3 clusters Score -8424075 nChanged 20968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -8435518.000000 Penalty: 5322.343750
	Iteration 1F: 3 clusters Score -8435518 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -8435986.000000 Penalty: 5322.343750
	Iteration 2Q: 3 clusters Score -8435986 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -8436392.000000 Penalty: 5322.343750
	Iteration 3Q: 3 clusters Score -8436392 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -8436778.000000 Penalty: 5322.343750
	Iteration 4Q: 3 clusters Score -8436778 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -8437141.000000 Penalty: 5322.343750
	Iteration 5Q: 3 clusters Score -8437141 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -8437523.000000 Penalty: 5322.343750
	Iteration 6Q: 3 clusters Score -8437523 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -8438095.000000 Penalty: 5322.343750
	Iteration 7Q: 3 clusters Score -8438095 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -8438803.000000 Penalty: 5322.343750
	Iteration 8Q: 3 clusters Score -8438803 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -8439678.000000 Penalty: 5322.343750
	Iteration 9Q: 3 clusters Score -8439678 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -8440959.000000 Penalty: 5322.343750
	Iteration 10Q: 3 clusters Score -8440959 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -8442489.000000 Penalty: 5322.343750
	Iteration 11Q: 3 clusters Score -8442489 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -8444105.000000 Penalty: 5322.343750
	Iteration 12Q: 3 clusters Score -8444105 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -8445509.000000 Penalty: 5322.343750
	Iteration 13Q: 3 clusters Score -8445509 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -8446373.000000 Penalty: 5322.343750
	Iteration 14Q: 3 clusters Score -8446373 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -8446927.000000 Penalty: 5322.343750
	Iteration 15Q: 3 clusters Score -8446927 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -8447331.000000 Penalty: 5322.343750
	Iteration 16Q: 3 clusters Score -8447331 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -8447664.000000 Penalty: 5322.343750
	Iteration 17Q: 3 clusters Score -8447664 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -8447971.000000 Penalty: 5322.343750
	Iteration 18Q: 3 clusters Score -8447971 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -8448389.000000 Penalty: 5322.343750
	Iteration 19Q: 3 clusters Score -8448389 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -8448746.000000 Penalty: 5322.343750
	Iteration 20F: 3 clusters Score -8448746 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -8449102.000000 Penalty: 5322.343750
	Iteration 21Q: 3 clusters Score -8449102 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -8449465.000000 Penalty: 5322.343750
	Iteration 22Q: 3 clusters Score -8449465 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -8449837.000000 Penalty: 5322.343750
	Iteration 23Q: 3 clusters Score -8449837 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -8450125.000000 Penalty: 5322.343750
	Iteration 24Q: 3 clusters Score -8450125 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -8450460.000000 Penalty: 5322.343750
	Iteration 25Q: 3 clusters Score -8450460 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -8450773.000000 Penalty: 5322.343750
	Iteration 26Q: 3 clusters Score -8450773 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -8451042.000000 Penalty: 5322.343750
	Iteration 27Q: 3 clusters Score -8451042 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -8451283.000000 Penalty: 5322.343750
	Iteration 28Q: 3 clusters Score -8451283 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -8451457.000000 Penalty: 5322.343750
	Iteration 29Q: 3 clusters Score -8451457 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -8451573.000000 Penalty: 5322.343750
	Iteration 30Q: 3 clusters Score -8451573 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -8451624.000000 Penalty: 5322.343750
	Iteration 31Q: 3 clusters Score -8451624 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -8451641.000000 Penalty: 5322.343750
	Iteration 32Q: 3 clusters Score -8451641 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -8451674.000000 Penalty: 5322.343750
	Iteration 33Q: 3 clusters Score -8451674 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -8451682.000000 Penalty: 5322.343750
	Iteration 34Q: 3 clusters Score -8451682 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -8451698.000000 Penalty: 5322.343750
	Iteration 35Q: 3 clusters Score -8451698 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -8451720.000000 Penalty: 5322.343750
	Iteration 36Q: 3 clusters Score -8451720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -8451704.000000 Penalty: 5322.343750
	Iteration 37Q: 3 clusters Score -8451704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -8451716.000000 Penalty: 5322.343750
	Iteration 38Q: 3 clusters Score -8451716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -8451707.000000 Penalty: 5322.343750
	Iteration 39Q: 3 clusters Score -8451707 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -8451706.000000 Penalty: 5322.343750
	Iteration 40F: 3 clusters Score -8451706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8451709.000000 Penalty: 5322.343750
	Iteration 41Q: 3 clusters Score -8451709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -8451728.000000 Penalty: 5322.343750
	Iteration 42Q: 3 clusters Score -8451728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -8451724.000000 Penalty: 5322.343750
	Iteration 43Q: 3 clusters Score -8451724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -8451695.000000 Penalty: 5322.343750
	Iteration 44Q: 3 clusters Score -8451695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -8451694.000000 Penalty: 5322.343750
	Iteration 45Q: 3 clusters Score -8451694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -8451705.000000 Penalty: 5322.343750
	Iteration 46Q: 3 clusters Score -8451705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -8451707.000000 Penalty: 5322.343750
	Iteration 47Q: 3 clusters Score -8451707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -8451710.000000 Penalty: 5322.343750
	Iteration 48Q: 3 clusters Score -8451710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -8451702.000000 Penalty: 5322.343750
	Iteration 49Q: 3 clusters Score -8451702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -8451692.000000 Penalty: 5322.343750
	Iteration 50Q: 3 clusters Score -8451692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -8451687.000000 Penalty: 5322.343750
	Iteration 51Q: 3 clusters Score -8451687 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -8451693.000000 Penalty: 5322.343750
	Iteration 52Q: 3 clusters Score -8451693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -8451694.000000 Penalty: 5322.343750
	Iteration 53Q: 3 clusters Score -8451694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -8451695.000000 Penalty: 5322.343750
	Iteration 54Q: 3 clusters Score -8451695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -8451694.000000 Penalty: 5322.343750
	Iteration 55Q: 3 clusters Score -8451694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -8451696.000000 Penalty: 5322.343750
	Iteration 56Q: 3 clusters Score -8451696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -8451696.000000 Penalty: 5322.343750
	Iteration 57Q: 3 clusters Score -8451696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -8451690.000000 Penalty: 5322.343750
	Iteration 58Q: 3 clusters Score -8451690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -8451699.000000 Penalty: 5322.343750
	Iteration 59Q: 3 clusters Score -8451699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -8451707.000000 Penalty: 5322.343750
	Iteration 60F: 3 clusters Score -8451707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -8451700.000000 Penalty: 5322.343750
	Iteration 61Q: 3 clusters Score -8451700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -8451700.000000 Penalty: 5322.343750
	Iteration 62Q: 3 clusters Score -8451700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -8451701.000000 Penalty: 5322.343750
	Iteration 63Q: 3 clusters Score -8451701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -8451710.000000 Penalty: 5322.343750
	Iteration 64Q: 3 clusters Score -8451710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -8451722.000000 Penalty: 5322.343750
	Iteration 65Q: 3 clusters Score -8451722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8451723.000000 Penalty: 5322.343750
	Iteration 66Q: 3 clusters Score -8451723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -8451718.000000 Penalty: 5322.343750
	Iteration 67Q: 3 clusters Score -8451718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -8451717.000000 Penalty: 5322.343750
	Iteration 68Q: 3 clusters Score -8451717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -8451719.000000 Penalty: 5322.343750
	Iteration 69Q: 3 clusters Score -8451719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -8451722.000000 Penalty: 5322.343750
	Iteration 70Q: 3 clusters Score -8451722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -8451726.000000 Penalty: 5322.343750
	Iteration 71Q: 3 clusters Score -8451726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -8451729.000000 Penalty: 5322.343750
	Iteration 72Q: 3 clusters Score -8451729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -8451726.000000 Penalty: 5322.343750
	Iteration 73Q: 3 clusters Score -8451726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -8451724.000000 Penalty: 5322.343750
	Iteration 74Q: 3 clusters Score -8451724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -8451726.000000 Penalty: 5322.343750
	Iteration 75Q: 3 clusters Score -8451726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -8451722.000000 Penalty: 5322.343750
	Iteration 76Q: 3 clusters Score -8451722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -8451729.000000 Penalty: 5322.343750
	Iteration 77Q: 3 clusters Score -8451729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -8451731.000000 Penalty: 5322.343750
	Iteration 78Q: 3 clusters Score -8451731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -8451731.000000 Penalty: 5322.343750
	Iteration 79Q: 3 clusters Score -8451731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8451732.000000 Penalty: 5322.343750
	Iteration 80F: 3 clusters Score -8451732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -8451736.000000 Penalty: 5322.343750
	Iteration 81Q: 3 clusters Score -8451736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -8451741.000000 Penalty: 5322.343750
	Iteration 82Q: 3 clusters Score -8451741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -8451736.000000 Penalty: 5322.343750
	Iteration 83Q: 3 clusters Score -8451736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -8451736.000000 Penalty: 5322.343750
	Iteration 84F: 3 clusters Score -8451736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -427830.562500 Penalty: 1923.642578
	Iteration 0F: 2 clusters Score -427830.6 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 1225 members 
Entering Unmasked Estep 
Score: -424930.375000 Penalty: 3847.285156
	Iteration 0F: 3 clusters Score -424930.4 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -425476.093750 Penalty: 3847.285156
	Iteration 1F: 3 clusters Score -425476.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -425616.875000 Penalty: 3847.285156
	Iteration 2F: 3 clusters Score -425616.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -425700.906250 Penalty: 3847.285156
	Iteration 3Q: 3 clusters Score -425700.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -425746.968750 Penalty: 3847.285156
	Iteration 4Q: 3 clusters Score -425747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -425776.687500 Penalty: 3847.285156
	Iteration 5Q: 3 clusters Score -425776.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -425808.781250 Penalty: 3847.285156
	Iteration 6Q: 3 clusters Score -425808.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -425842.281250 Penalty: 3847.285156
	Iteration 7Q: 3 clusters Score -425842.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -425867.281250 Penalty: 3847.285156
	Iteration 8Q: 3 clusters Score -425867.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -425883.968750 Penalty: 3847.285156
	Iteration 9Q: 3 clusters Score -425884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -425893.812500 Penalty: 3847.285156
	Iteration 10Q: 3 clusters Score -425893.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -425905.093750 Penalty: 3847.285156
	Iteration 11Q: 3 clusters Score -425905.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -425917.687500 Penalty: 3847.285156
	Iteration 12Q: 3 clusters Score -425917.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -425928.000000 Penalty: 3847.285156
	Iteration 13Q: 3 clusters Score -425928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -425932.937500 Penalty: 3847.285156
	Iteration 14Q: 3 clusters Score -425932.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -425937.468750 Penalty: 3847.285156
	Iteration 15Q: 3 clusters Score -425937.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -425940.906250 Penalty: 3847.285156
	Iteration 16Q: 3 clusters Score -425940.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -425944.937500 Penalty: 3847.285156
	Iteration 17Q: 3 clusters Score -425944.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -425950.437500 Penalty: 3847.285156
	Iteration 18Q: 3 clusters Score -425950.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -425958.125000 Penalty: 3847.285156
	Iteration 19Q: 3 clusters Score -425958.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -425961.031250 Penalty: 3847.285156
	Iteration 20F: 3 clusters Score -425961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -425962.343750 Penalty: 3847.285156
	Iteration 21Q: 3 clusters Score -425962.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -425963.812500 Penalty: 3847.285156
	Iteration 22Q: 3 clusters Score -425963.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -425966.312500 Penalty: 3847.285156
	Iteration 23Q: 3 clusters Score -425966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -425966.906250 Penalty: 3847.285156
	Iteration 24Q: 3 clusters Score -425966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -425968.125000 Penalty: 3847.285156
	Iteration 25Q: 3 clusters Score -425968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -425970.531250 Penalty: 3847.285156
	Iteration 26Q: 3 clusters Score -425970.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -425975.406250 Penalty: 3847.285156
	Iteration 27Q: 3 clusters Score -425975.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -425977.906250 Penalty: 3847.285156
	Iteration 28Q: 3 clusters Score -425977.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -425981.437500 Penalty: 3847.285156
	Iteration 29Q: 3 clusters Score -425981.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -425983.093750 Penalty: 3847.285156
	Iteration 30Q: 3 clusters Score -425983.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -425984.843750 Penalty: 3847.285156
	Iteration 31Q: 3 clusters Score -425984.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -425986.562500 Penalty: 3847.285156
	Iteration 32Q: 3 clusters Score -425986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -425987.781250 Penalty: 3847.285156
	Iteration 33Q: 3 clusters Score -425987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -425987.781250 Penalty: 3847.285156
	Iteration 34F: 3 clusters Score -425987.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Entering Unmasked Estep 
Score: -8527319.000000 Penalty: 2663.154053
	Iteration 0F: 2 clusters Score -8527319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -8497588.000000 Penalty: 5326.308105
	Iteration 0F: 3 clusters Score -8497588 nChanged 21044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -8509289.000000 Penalty: 5326.308105
	Iteration 1F: 3 clusters Score -8509289 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -8510108.000000 Penalty: 5326.308105
	Iteration 2Q: 3 clusters Score -8510108 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -8511045.000000 Penalty: 5326.308105
	Iteration 3Q: 3 clusters Score -8511045 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -8512463.000000 Penalty: 5326.308105
	Iteration 4F: 3 clusters Score -8512463 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -8514390.000000 Penalty: 5326.308105
	Iteration 5F: 3 clusters Score -8514390 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -8516916.000000 Penalty: 5326.308105
	Iteration 6F: 3 clusters Score -8516916 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -8519669.000000 Penalty: 5326.308105
	Iteration 7F: 3 clusters Score -8519669 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -8521817.000000 Penalty: 5326.308105
	Iteration 8F: 3 clusters Score -8521817 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -8522895.000000 Penalty: 5326.308105
	Iteration 9Q: 3 clusters Score -8522895 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -8523315.000000 Penalty: 5326.308105
	Iteration 10Q: 3 clusters Score -8523315 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -8523568.000000 Penalty: 5326.308105
	Iteration 11Q: 3 clusters Score -8523568 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -8523751.000000 Penalty: 5326.308105
	Iteration 12Q: 3 clusters Score -8523751 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -8523925.000000 Penalty: 5326.308105
	Iteration 13Q: 3 clusters Score -8523925 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -8524113.000000 Penalty: 5326.308105
	Iteration 14Q: 3 clusters Score -8524113 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -8524213.000000 Penalty: 5326.308105
	Iteration 15Q: 3 clusters Score -8524213 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -8524309.000000 Penalty: 5326.308105
	Iteration 16Q: 3 clusters Score -8524309 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -8524438.000000 Penalty: 5326.308105
	Iteration 17Q: 3 clusters Score -8524438 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -8524516.000000 Penalty: 5326.308105
	Iteration 18Q: 3 clusters Score -8524516 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -8524593.000000 Penalty: 5326.308105
	Iteration 19Q: 3 clusters Score -8524593 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -8524687.000000 Penalty: 5326.308105
	Iteration 20F: 3 clusters Score -8524687 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -8524772.000000 Penalty: 5326.308105
	Iteration 21Q: 3 clusters Score -8524772 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -8524862.000000 Penalty: 5326.308105
	Iteration 22Q: 3 clusters Score -8524862 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -8524946.000000 Penalty: 5326.308105
	Iteration 23Q: 3 clusters Score -8524946 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -8525023.000000 Penalty: 5326.308105
	Iteration 24Q: 3 clusters Score -8525023 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -8525091.000000 Penalty: 5326.308105
	Iteration 25Q: 3 clusters Score -8525091 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -8525148.000000 Penalty: 5326.308105
	Iteration 26Q: 3 clusters Score -8525148 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -8525197.000000 Penalty: 5326.308105
	Iteration 27Q: 3 clusters Score -8525197 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -8525226.000000 Penalty: 5326.308105
	Iteration 28Q: 3 clusters Score -8525226 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -8525277.000000 Penalty: 5326.308105
	Iteration 29Q: 3 clusters Score -8525277 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -8525321.000000 Penalty: 5326.308105
	Iteration 30Q: 3 clusters Score -8525321 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -8525362.000000 Penalty: 5326.308105
	Iteration 31Q: 3 clusters Score -8525362 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -8525398.000000 Penalty: 5326.308105
	Iteration 32Q: 3 clusters Score -8525398 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -8525425.000000 Penalty: 5326.308105
	Iteration 33Q: 3 clusters Score -8525425 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -8525446.000000 Penalty: 5326.308105
	Iteration 34Q: 3 clusters Score -8525446 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -8525488.000000 Penalty: 5326.308105
	Iteration 35Q: 3 clusters Score -8525488 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -8525495.000000 Penalty: 5326.308105
	Iteration 36Q: 3 clusters Score -8525495 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -8525538.000000 Penalty: 5326.308105
	Iteration 37Q: 3 clusters Score -8525538 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -8525556.000000 Penalty: 5326.308105
	Iteration 38Q: 3 clusters Score -8525556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -8525571.000000 Penalty: 5326.308105
	Iteration 39Q: 3 clusters Score -8525571 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -8525586.000000 Penalty: 5326.308105
	Iteration 40F: 3 clusters Score -8525586 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -8525640.000000 Penalty: 5326.308105
	Iteration 41Q: 3 clusters Score -8525640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -8525678.000000 Penalty: 5326.308105
	Iteration 42Q: 3 clusters Score -8525678 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -8525701.000000 Penalty: 5326.308105
	Iteration 43Q: 3 clusters Score -8525701 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -8525719.000000 Penalty: 5326.308105
	Iteration 44Q: 3 clusters Score -8525719 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -8525752.000000 Penalty: 5326.308105
	Iteration 45Q: 3 clusters Score -8525752 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -8525776.000000 Penalty: 5326.308105
	Iteration 46Q: 3 clusters Score -8525776 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -8525823.000000 Penalty: 5326.308105
	Iteration 47Q: 3 clusters Score -8525823 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -8525859.000000 Penalty: 5326.308105
	Iteration 48Q: 3 clusters Score -8525859 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -8525904.000000 Penalty: 5326.308105
	Iteration 49Q: 3 clusters Score -8525904 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -8525928.000000 Penalty: 5326.308105
	Iteration 50Q: 3 clusters Score -8525928 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -8525941.000000 Penalty: 5326.308105
	Iteration 51Q: 3 clusters Score -8525941 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -8525947.000000 Penalty: 5326.308105
	Iteration 52Q: 3 clusters Score -8525947 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -8525954.000000 Penalty: 5326.308105
	Iteration 53Q: 3 clusters Score -8525954 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -8525944.000000 Penalty: 5326.308105
	Iteration 54Q: 3 clusters Score -8525944 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -8525954.000000 Penalty: 5326.308105
	Iteration 55Q: 3 clusters Score -8525954 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -8525967.000000 Penalty: 5326.308105
	Iteration 56Q: 3 clusters Score -8525967 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -8525991.000000 Penalty: 5326.308105
	Iteration 57Q: 3 clusters Score -8525991 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8526005.000000 Penalty: 5326.308105
	Iteration 58Q: 3 clusters Score -8526005 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -8526002.000000 Penalty: 5326.308105
	Iteration 59Q: 3 clusters Score -8526002 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8525969.000000 Penalty: 5326.308105
	Iteration 60F: 3 clusters Score -8525969 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -8525983.000000 Penalty: 5326.308105
	Iteration 61Q: 3 clusters Score -8525983 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8525970.000000 Penalty: 5326.308105
	Iteration 62Q: 3 clusters Score -8525970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8525971.000000 Penalty: 5326.308105
	Iteration 63Q: 3 clusters Score -8525971 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8525949.000000 Penalty: 5326.308105
	Iteration 64Q: 3 clusters Score -8525949 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8525950.000000 Penalty: 5326.308105
	Iteration 65Q: 3 clusters Score -8525950 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8525929.000000 Penalty: 5326.308105
	Iteration 66Q: 3 clusters Score -8525929 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8525925.000000 Penalty: 5326.308105
	Iteration 67Q: 3 clusters Score -8525925 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8525905.000000 Penalty: 5326.308105
	Iteration 68Q: 3 clusters Score -8525905 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8525905.000000 Penalty: 5326.308105
	Iteration 69Q: 3 clusters Score -8525905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8525896.000000 Penalty: 5326.308105
	Iteration 70Q: 3 clusters Score -8525896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8525896.000000 Penalty: 5326.308105
	Iteration 71Q: 3 clusters Score -8525896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8525876.000000 Penalty: 5326.308105
	Iteration 72Q: 3 clusters Score -8525876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -8525842.000000 Penalty: 5326.308105
	Iteration 73Q: 3 clusters Score -8525842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8525815.000000 Penalty: 5326.308105
	Iteration 74Q: 3 clusters Score -8525815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -8525790.000000 Penalty: 5326.308105
	Iteration 75Q: 3 clusters Score -8525790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8525780.000000 Penalty: 5326.308105
	Iteration 76Q: 3 clusters Score -8525780 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8525781.000000 Penalty: 5326.308105
	Iteration 77Q: 3 clusters Score -8525781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8525770.000000 Penalty: 5326.308105
	Iteration 78Q: 3 clusters Score -8525770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8525767.000000 Penalty: 5326.308105
	Iteration 79Q: 3 clusters Score -8525767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8525753.000000 Penalty: 5326.308105
	Iteration 80F: 3 clusters Score -8525753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8525744.000000 Penalty: 5326.308105
	Iteration 81Q: 3 clusters Score -8525744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8525743.000000 Penalty: 5326.308105
	Iteration 82Q: 3 clusters Score -8525743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8525741.000000 Penalty: 5326.308105
	Iteration 83Q: 3 clusters Score -8525741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8525733.000000 Penalty: 5326.308105
	Iteration 84Q: 3 clusters Score -8525733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8525727.000000 Penalty: 5326.308105
	Iteration 85Q: 3 clusters Score -8525727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8525716.000000 Penalty: 5326.308105
	Iteration 86Q: 3 clusters Score -8525716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8525715.000000 Penalty: 5326.308105
	Iteration 87Q: 3 clusters Score -8525715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8525727.000000 Penalty: 5326.308105
	Iteration 88Q: 3 clusters Score -8525727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8525722.000000 Penalty: 5326.308105
	Iteration 89Q: 3 clusters Score -8525722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8525709.000000 Penalty: 5326.308105
	Iteration 90Q: 3 clusters Score -8525709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8525710.000000 Penalty: 5326.308105
	Iteration 91Q: 3 clusters Score -8525710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8525695.000000 Penalty: 5326.308105
	Iteration 92Q: 3 clusters Score -8525695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8525702.000000 Penalty: 5326.308105
	Iteration 93Q: 3 clusters Score -8525702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8525694.000000 Penalty: 5326.308105
	Iteration 94Q: 3 clusters Score -8525694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8525691.000000 Penalty: 5326.308105
	Iteration 95Q: 3 clusters Score -8525691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8525691.000000 Penalty: 5326.308105
	Iteration 96Q: 3 clusters Score -8525691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8525687.000000 Penalty: 5326.308105
	Iteration 97Q: 3 clusters Score -8525687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8525684.000000 Penalty: 5326.308105
	Iteration 98Q: 3 clusters Score -8525684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8525677.000000 Penalty: 5326.308105
	Iteration 99Q: 3 clusters Score -8525677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8525690.000000 Penalty: 5326.308105
	Iteration 100F: 3 clusters Score -8525690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8525695.000000 Penalty: 5326.308105
	Iteration 101Q: 3 clusters Score -8525695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8525690.000000 Penalty: 5326.308105
	Iteration 102Q: 3 clusters Score -8525690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8525687.000000 Penalty: 5326.308105
	Iteration 103Q: 3 clusters Score -8525687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8525683.000000 Penalty: 5326.308105
	Iteration 104Q: 3 clusters Score -8525683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8525679.000000 Penalty: 5326.308105
	Iteration 105Q: 3 clusters Score -8525679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8525675.000000 Penalty: 5326.308105
	Iteration 106Q: 3 clusters Score -8525675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8525666.000000 Penalty: 5326.308105
	Iteration 107Q: 3 clusters Score -8525666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8525662.000000 Penalty: 5326.308105
	Iteration 108Q: 3 clusters Score -8525662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8525660.000000 Penalty: 5326.308105
	Iteration 109Q: 3 clusters Score -8525660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8525658.000000 Penalty: 5326.308105
	Iteration 110Q: 3 clusters Score -8525658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8525655.000000 Penalty: 5326.308105
	Iteration 111Q: 3 clusters Score -8525655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8525658.000000 Penalty: 5326.308105
	Iteration 112Q: 3 clusters Score -8525658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8525654.000000 Penalty: 5326.308105
	Iteration 113Q: 3 clusters Score -8525654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8525653.000000 Penalty: 5326.308105
	Iteration 114Q: 3 clusters Score -8525653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8525655.000000 Penalty: 5326.308105
	Iteration 115Q: 3 clusters Score -8525655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8525659.000000 Penalty: 5326.308105
	Iteration 116Q: 3 clusters Score -8525659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8525659.000000 Penalty: 5326.308105
	Iteration 117F: 3 clusters Score -8525659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -86032.078125 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -86032.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -84506.796875 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -84506.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -84738.539062 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -84738.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -84781.046875 Penalty: 3070.396484
	Iteration 2Q: 3 clusters Score -84781.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -84811.515625 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -84811.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -84819.562500 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -84819.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -84825.156250 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -84825.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -84832.875000 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -84832.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -84837.289062 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -84837.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -84840.664062 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -84840.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -84840.664062 Penalty: 3070.396484
	Iteration 9F: 3 clusters Score -84840.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Entering Unmasked Estep 
Score: -8345718.500000 Penalty: 2658.385010
	Iteration 0F: 2 clusters Score -8345718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -8316641.000000 Penalty: 5316.770020
	Iteration 0F: 3 clusters Score -8316641 nChanged 20728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -8328144.500000 Penalty: 5316.770020
	Iteration 1F: 3 clusters Score -8328144 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -8328639.000000 Penalty: 5316.770020
	Iteration 2Q: 3 clusters Score -8328639 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -8329035.500000 Penalty: 5316.770020
	Iteration 3Q: 3 clusters Score -8329036 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -8329468.500000 Penalty: 5316.770020
	Iteration 4Q: 3 clusters Score -8329468 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -8329834.000000 Penalty: 5316.770020
	Iteration 5Q: 3 clusters Score -8329834 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -8330203.500000 Penalty: 5316.770020
	Iteration 6Q: 3 clusters Score -8330204 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -8330638.500000 Penalty: 5316.770020
	Iteration 7Q: 3 clusters Score -8330638 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -8331319.000000 Penalty: 5316.770020
	Iteration 8Q: 3 clusters Score -8331319 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -8332202.000000 Penalty: 5316.770020
	Iteration 9Q: 3 clusters Score -8332202 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -8333501.000000 Penalty: 5316.770020
	Iteration 10Q: 3 clusters Score -8333501 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -8334969.500000 Penalty: 5316.770020
	Iteration 11F: 3 clusters Score -8334970 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -8336562.000000 Penalty: 5316.770020
	Iteration 12F: 3 clusters Score -8336562 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -8337878.500000 Penalty: 5316.770020
	Iteration 13Q: 3 clusters Score -8337878 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -8338866.500000 Penalty: 5316.770020
	Iteration 14Q: 3 clusters Score -8338866 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -8339607.500000 Penalty: 5316.770020
	Iteration 15Q: 3 clusters Score -8339608 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -8340241.000000 Penalty: 5316.770020
	Iteration 16Q: 3 clusters Score -8340241 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -8340803.000000 Penalty: 5316.770020
	Iteration 17Q: 3 clusters Score -8340803 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -8341324.000000 Penalty: 5316.770020
	Iteration 18Q: 3 clusters Score -8341324 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -8341838.000000 Penalty: 5316.770020
	Iteration 19Q: 3 clusters Score -8341838 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -8342262.000000 Penalty: 5316.770020
	Iteration 20F: 3 clusters Score -8342262 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -8342709.000000 Penalty: 5316.770020
	Iteration 21Q: 3 clusters Score -8342709 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -8343124.000000 Penalty: 5316.770020
	Iteration 22Q: 3 clusters Score -8343124 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -8343436.500000 Penalty: 5316.770020
	Iteration 23Q: 3 clusters Score -8343436 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -8343701.000000 Penalty: 5316.770020
	Iteration 24Q: 3 clusters Score -8343701 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -8343879.000000 Penalty: 5316.770020
	Iteration 25Q: 3 clusters Score -8343879 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -8343999.500000 Penalty: 5316.770020
	Iteration 26Q: 3 clusters Score -8344000 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -8344043.500000 Penalty: 5316.770020
	Iteration 27Q: 3 clusters Score -8344044 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -8344059.500000 Penalty: 5316.770020
	Iteration 28Q: 3 clusters Score -8344060 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -8344060.500000 Penalty: 5316.770020
	Iteration 29Q: 3 clusters Score -8344060 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -8344068.500000 Penalty: 5316.770020
	Iteration 30Q: 3 clusters Score -8344068 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -8344046.000000 Penalty: 5316.770020
	Iteration 31Q: 3 clusters Score -8344046 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -8344059.000000 Penalty: 5316.770020
	Iteration 32Q: 3 clusters Score -8344059 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -8344043.500000 Penalty: 5316.770020
	Iteration 33Q: 3 clusters Score -8344044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -8344034.000000 Penalty: 5316.770020
	Iteration 34Q: 3 clusters Score -8344034 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -8344030.500000 Penalty: 5316.770020
	Iteration 35Q: 3 clusters Score -8344030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -8344018.500000 Penalty: 5316.770020
	Iteration 36Q: 3 clusters Score -8344018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -8344010.000000 Penalty: 5316.770020
	Iteration 37Q: 3 clusters Score -8344010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -8344000.500000 Penalty: 5316.770020
	Iteration 38Q: 3 clusters Score -8344000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -8343990.000000 Penalty: 5316.770020
	Iteration 39Q: 3 clusters Score -8343990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8343986.000000 Penalty: 5316.770020
	Iteration 40F: 3 clusters Score -8343986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -8343988.500000 Penalty: 5316.770020
	Iteration 41Q: 3 clusters Score -8343988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8343984.500000 Penalty: 5316.770020
	Iteration 42Q: 3 clusters Score -8343984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -8343968.000000 Penalty: 5316.770020
	Iteration 43Q: 3 clusters Score -8343968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8343971.000000 Penalty: 5316.770020
	Iteration 44Q: 3 clusters Score -8343971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -8343974.500000 Penalty: 5316.770020
	Iteration 45Q: 3 clusters Score -8343974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -8343958.500000 Penalty: 5316.770020
	Iteration 46Q: 3 clusters Score -8343958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -8343963.500000 Penalty: 5316.770020
	Iteration 47Q: 3 clusters Score -8343964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -8343960.500000 Penalty: 5316.770020
	Iteration 48Q: 3 clusters Score -8343960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -8343957.500000 Penalty: 5316.770020
	Iteration 49Q: 3 clusters Score -8343958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -8343948.500000 Penalty: 5316.770020
	Iteration 50Q: 3 clusters Score -8343948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -8343951.000000 Penalty: 5316.770020
	Iteration 51Q: 3 clusters Score -8343951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -8343948.500000 Penalty: 5316.770020
	Iteration 52Q: 3 clusters Score -8343948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -8343951.000000 Penalty: 5316.770020
	Iteration 53Q: 3 clusters Score -8343951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8343945.500000 Penalty: 5316.770020
	Iteration 54Q: 3 clusters Score -8343946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -8343947.000000 Penalty: 5316.770020
	Iteration 55Q: 3 clusters Score -8343947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -8343953.500000 Penalty: 5316.770020
	Iteration 56Q: 3 clusters Score -8343954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -8343944.000000 Penalty: 5316.770020
	Iteration 57Q: 3 clusters Score -8343944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8343944.500000 Penalty: 5316.770020
	Iteration 58Q: 3 clusters Score -8343944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -8343945.500000 Penalty: 5316.770020
	Iteration 59Q: 3 clusters Score -8343946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -8343924.000000 Penalty: 5316.770020
	Iteration 60F: 3 clusters Score -8343924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -8343934.500000 Penalty: 5316.770020
	Iteration 61Q: 3 clusters Score -8343934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -8343932.000000 Penalty: 5316.770020
	Iteration 62Q: 3 clusters Score -8343932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -8343923.500000 Penalty: 5316.770020
	Iteration 63Q: 3 clusters Score -8343924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -8343928.500000 Penalty: 5316.770020
	Iteration 64Q: 3 clusters Score -8343928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -8343923.500000 Penalty: 5316.770020
	Iteration 65Q: 3 clusters Score -8343924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -8343918.000000 Penalty: 5316.770020
	Iteration 66Q: 3 clusters Score -8343918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -8343918.500000 Penalty: 5316.770020
	Iteration 67Q: 3 clusters Score -8343918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8343925.000000 Penalty: 5316.770020
	Iteration 68Q: 3 clusters Score -8343925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -8343921.500000 Penalty: 5316.770020
	Iteration 69Q: 3 clusters Score -8343922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -8343920.500000 Penalty: 5316.770020
	Iteration 70Q: 3 clusters Score -8343920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8343921.500000 Penalty: 5316.770020
	Iteration 71Q: 3 clusters Score -8343922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8343921.500000 Penalty: 5316.770020
	Iteration 72F: 3 clusters Score -8343922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Entering Unmasked Estep 
Score: -8717869.000000 Penalty: 2668.607910
	Iteration 0F: 2 clusters Score -8717869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -8688332.000000 Penalty: 5337.215820
	Iteration 0F: 3 clusters Score -8688332 nChanged 21798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -8700061.000000 Penalty: 5337.215820
	Iteration 1F: 3 clusters Score -8700061 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -8700485.000000 Penalty: 5337.215820
	Iteration 2Q: 3 clusters Score -8700485 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -8700915.000000 Penalty: 5337.215820
	Iteration 3Q: 3 clusters Score -8700915 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -8701285.000000 Penalty: 5337.215820
	Iteration 4Q: 3 clusters Score -8701285 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -8701680.000000 Penalty: 5337.215820
	Iteration 5Q: 3 clusters Score -8701680 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -8702279.000000 Penalty: 5337.215820
	Iteration 6Q: 3 clusters Score -8702279 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -8703138.000000 Penalty: 5337.215820
	Iteration 7Q: 3 clusters Score -8703138 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -8704766.000000 Penalty: 5337.215820
	Iteration 8F: 3 clusters Score -8704766 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -8707309.000000 Penalty: 5337.215820
	Iteration 9F: 3 clusters Score -8707309 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -8710693.000000 Penalty: 5337.215820
	Iteration 10F: 3 clusters Score -8710693 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -8713726.000000 Penalty: 5337.215820
	Iteration 11F: 3 clusters Score -8713726 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -8714849.000000 Penalty: 5337.215820
	Iteration 12Q: 3 clusters Score -8714849 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8715227.000000 Penalty: 5337.215820
	Iteration 13Q: 3 clusters Score -8715227 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -8715432.000000 Penalty: 5337.215820
	Iteration 14Q: 3 clusters Score -8715432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -8715506.000000 Penalty: 5337.215820
	Iteration 15Q: 3 clusters Score -8715506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -8715553.000000 Penalty: 5337.215820
	Iteration 16Q: 3 clusters Score -8715553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -8715595.000000 Penalty: 5337.215820
	Iteration 17Q: 3 clusters Score -8715595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -8715616.000000 Penalty: 5337.215820
	Iteration 18Q: 3 clusters Score -8715616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -8715635.000000 Penalty: 5337.215820
	Iteration 19Q: 3 clusters Score -8715635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -8715640.000000 Penalty: 5337.215820
	Iteration 20F: 3 clusters Score -8715640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -8715644.000000 Penalty: 5337.215820
	Iteration 21Q: 3 clusters Score -8715644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -8715647.000000 Penalty: 5337.215820
	Iteration 22Q: 3 clusters Score -8715647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -8715646.000000 Penalty: 5337.215820
	Iteration 23Q: 3 clusters Score -8715646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -8715650.000000 Penalty: 5337.215820
	Iteration 24Q: 3 clusters Score -8715650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -8715647.000000 Penalty: 5337.215820
	Iteration 25Q: 3 clusters Score -8715647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -8715647.000000 Penalty: 5337.215820
	Iteration 26F: 3 clusters Score -8715647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -74036.054688 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -74036.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72628.562500 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -72628.56 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -72830.140625 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -72830.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72897.328125 Penalty: 3019.040283
	Iteration 2F: 3 clusters Score -72897.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72912.187500 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -72912.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72923.640625 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -72923.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72939.093750 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -72939.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72946.203125 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -72946.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -72948.015625 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -72948.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -72948.015625 Penalty: 3019.040283
	Iteration 8F: 3 clusters Score -72948.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Entering Unmasked Estep 
Score: -10023628.000000 Penalty: 2701.383545
	Iteration 0F: 2 clusters Score -1.002363e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -9994884.000000 Penalty: 5402.767090
	Iteration 0F: 3 clusters Score -9994884 nChanged 24978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -10009033.000000 Penalty: 5402.767090
	Iteration 1F: 3 clusters Score -1.000903e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -10009652.000000 Penalty: 5402.767090
	Iteration 2Q: 3 clusters Score -1.000965e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -10010249.000000 Penalty: 5402.767090
	Iteration 3Q: 3 clusters Score -1.001025e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -10010891.000000 Penalty: 5402.767090
	Iteration 4Q: 3 clusters Score -1.001089e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -10011636.000000 Penalty: 5402.767090
	Iteration 5Q: 3 clusters Score -1.001164e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -10012599.000000 Penalty: 5402.767090
	Iteration 6Q: 3 clusters Score -1.00126e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -10014083.000000 Penalty: 5402.767090
	Iteration 7Q: 3 clusters Score -1.001408e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -10016450.000000 Penalty: 5402.767090
	Iteration 8F: 3 clusters Score -1.001645e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -10019088.000000 Penalty: 5402.767090
	Iteration 9F: 3 clusters Score -1.001909e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -10021218.000000 Penalty: 5402.767090
	Iteration 10F: 3 clusters Score -1.002122e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -10022340.000000 Penalty: 5402.767090
	Iteration 11Q: 3 clusters Score -1.002234e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -10022971.000000 Penalty: 5402.767090
	Iteration 12Q: 3 clusters Score -1.002297e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -10023389.000000 Penalty: 5402.767090
	Iteration 13Q: 3 clusters Score -1.002339e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -10023643.000000 Penalty: 5402.767090
	Iteration 14Q: 3 clusters Score -1.002364e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -10023979.000000 Penalty: 5402.767090
	Iteration 15Q: 3 clusters Score -1.002398e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -10024161.000000 Penalty: 5402.767090
	Iteration 16Q: 3 clusters Score -1.002416e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -10024348.000000 Penalty: 5402.767090
	Iteration 17Q: 3 clusters Score -1.002435e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -10024529.000000 Penalty: 5402.767090
	Iteration 18Q: 3 clusters Score -1.002453e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -10024594.000000 Penalty: 5402.767090
	Iteration 19Q: 3 clusters Score -1.002459e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -10024740.000000 Penalty: 5402.767090
	Iteration 20F: 3 clusters Score -1.002474e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -10024804.000000 Penalty: 5402.767090
	Iteration 21Q: 3 clusters Score -1.00248e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -10024902.000000 Penalty: 5402.767090
	Iteration 22Q: 3 clusters Score -1.00249e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -10024962.000000 Penalty: 5402.767090
	Iteration 23Q: 3 clusters Score -1.002496e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -10025027.000000 Penalty: 5402.767090
	Iteration 24Q: 3 clusters Score -1.002503e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -10025041.000000 Penalty: 5402.767090
	Iteration 25Q: 3 clusters Score -1.002504e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -10025052.000000 Penalty: 5402.767090
	Iteration 26Q: 3 clusters Score -1.002505e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -10025025.000000 Penalty: 5402.767090
	Iteration 27Q: 3 clusters Score -1.002502e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -10025053.000000 Penalty: 5402.767090
	Iteration 28Q: 3 clusters Score -1.002505e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -10025041.000000 Penalty: 5402.767090
	Iteration 29Q: 3 clusters Score -1.002504e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -10025105.000000 Penalty: 5402.767090
	Iteration 30Q: 3 clusters Score -1.00251e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -10025127.000000 Penalty: 5402.767090
	Iteration 31Q: 3 clusters Score -1.002513e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -10025158.000000 Penalty: 5402.767090
	Iteration 32Q: 3 clusters Score -1.002516e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -10025146.000000 Penalty: 5402.767090
	Iteration 33Q: 3 clusters Score -1.002515e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -10025155.000000 Penalty: 5402.767090
	Iteration 34Q: 3 clusters Score -1.002516e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -10025172.000000 Penalty: 5402.767090
	Iteration 35Q: 3 clusters Score -1.002517e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -10025203.000000 Penalty: 5402.767090
	Iteration 36Q: 3 clusters Score -1.00252e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -10025171.000000 Penalty: 5402.767090
	Iteration 37Q: 3 clusters Score -1.002517e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -10025210.000000 Penalty: 5402.767090
	Iteration 38Q: 3 clusters Score -1.002521e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -10025185.000000 Penalty: 5402.767090
	Iteration 39Q: 3 clusters Score -1.002518e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -10025192.000000 Penalty: 5402.767090
	Iteration 40F: 3 clusters Score -1.002519e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -10025241.000000 Penalty: 5402.767090
	Iteration 41Q: 3 clusters Score -1.002524e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -10025248.000000 Penalty: 5402.767090
	Iteration 42Q: 3 clusters Score -1.002525e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -10025257.000000 Penalty: 5402.767090
	Iteration 43Q: 3 clusters Score -1.002526e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -10025243.000000 Penalty: 5402.767090
	Iteration 44Q: 3 clusters Score -1.002524e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -10025214.000000 Penalty: 5402.767090
	Iteration 45Q: 3 clusters Score -1.002521e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -10025238.000000 Penalty: 5402.767090
	Iteration 46Q: 3 clusters Score -1.002524e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -10025278.000000 Penalty: 5402.767090
	Iteration 47Q: 3 clusters Score -1.002528e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -10025342.000000 Penalty: 5402.767090
	Iteration 48Q: 3 clusters Score -1.002534e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -10025343.000000 Penalty: 5402.767090
	Iteration 49Q: 3 clusters Score -1.002534e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -10025408.000000 Penalty: 5402.767090
	Iteration 50Q: 3 clusters Score -1.002541e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -10025424.000000 Penalty: 5402.767090
	Iteration 51Q: 3 clusters Score -1.002542e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -10025437.000000 Penalty: 5402.767090
	Iteration 52Q: 3 clusters Score -1.002544e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -10025529.000000 Penalty: 5402.767090
	Iteration 53Q: 3 clusters Score -1.002553e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -10025556.000000 Penalty: 5402.767090
	Iteration 54Q: 3 clusters Score -1.002556e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -10025603.000000 Penalty: 5402.767090
	Iteration 55Q: 3 clusters Score -1.00256e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -10025649.000000 Penalty: 5402.767090
	Iteration 56Q: 3 clusters Score -1.002565e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -10025654.000000 Penalty: 5402.767090
	Iteration 57Q: 3 clusters Score -1.002565e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -10025695.000000 Penalty: 5402.767090
	Iteration 58Q: 3 clusters Score -1.00257e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -10025684.000000 Penalty: 5402.767090
	Iteration 59Q: 3 clusters Score -1.002568e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -10025751.000000 Penalty: 5402.767090
	Iteration 60F: 3 clusters Score -1.002575e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -10025771.000000 Penalty: 5402.767090
	Iteration 61Q: 3 clusters Score -1.002577e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -10025741.000000 Penalty: 5402.767090
	Iteration 62Q: 3 clusters Score -1.002574e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -10025643.000000 Penalty: 5402.767090
	Iteration 63Q: 3 clusters Score -1.002564e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -10025556.000000 Penalty: 5402.767090
	Iteration 64Q: 3 clusters Score -1.002556e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -10025494.000000 Penalty: 5402.767090
	Iteration 65Q: 3 clusters Score -1.002549e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -10025396.000000 Penalty: 5402.767090
	Iteration 66Q: 3 clusters Score -1.00254e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -10025333.000000 Penalty: 5402.767090
	Iteration 67Q: 3 clusters Score -1.002533e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -10025220.000000 Penalty: 5402.767090
	Iteration 68Q: 3 clusters Score -1.002522e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -10025145.000000 Penalty: 5402.767090
	Iteration 69Q: 3 clusters Score -1.002514e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -10025029.000000 Penalty: 5402.767090
	Iteration 70Q: 3 clusters Score -1.002503e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -10024946.000000 Penalty: 5402.767090
	Iteration 71Q: 3 clusters Score -1.002495e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -10024865.000000 Penalty: 5402.767090
	Iteration 72Q: 3 clusters Score -1.002486e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -10024792.000000 Penalty: 5402.767090
	Iteration 73Q: 3 clusters Score -1.002479e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -10024662.000000 Penalty: 5402.767090
	Iteration 74Q: 3 clusters Score -1.002466e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -10024487.000000 Penalty: 5402.767090
	Iteration 75Q: 3 clusters Score -1.002449e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -10024323.000000 Penalty: 5402.767090
	Iteration 76Q: 3 clusters Score -1.002432e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -10024209.000000 Penalty: 5402.767090
	Iteration 77Q: 3 clusters Score -1.002421e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -10024076.000000 Penalty: 5402.767090
	Iteration 78Q: 3 clusters Score -1.002408e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -10023966.000000 Penalty: 5402.767090
	Iteration 79Q: 3 clusters Score -1.002397e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -10023851.000000 Penalty: 5402.767090
	Iteration 80F: 3 clusters Score -1.002385e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -10023715.000000 Penalty: 5402.767090
	Iteration 81Q: 3 clusters Score -1.002372e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -10023646.000000 Penalty: 5402.767090
	Iteration 82Q: 3 clusters Score -1.002365e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -10023529.000000 Penalty: 5402.767090
	Iteration 83Q: 3 clusters Score -1.002353e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -10023416.000000 Penalty: 5402.767090
	Iteration 84Q: 3 clusters Score -1.002342e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -10023344.000000 Penalty: 5402.767090
	Iteration 85Q: 3 clusters Score -1.002334e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -10023234.000000 Penalty: 5402.767090
	Iteration 86Q: 3 clusters Score -1.002323e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -10023147.000000 Penalty: 5402.767090
	Iteration 87Q: 3 clusters Score -1.002315e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -10023054.000000 Penalty: 5402.767090
	Iteration 88Q: 3 clusters Score -1.002305e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -10023007.000000 Penalty: 5402.767090
	Iteration 89Q: 3 clusters Score -1.002301e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -10022915.000000 Penalty: 5402.767090
	Iteration 90Q: 3 clusters Score -1.002292e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -10022853.000000 Penalty: 5402.767090
	Iteration 91Q: 3 clusters Score -1.002285e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 50108 members 
Entering Unmasked Estep 
Score: -10022773.000000 Penalty: 5402.767090
	Iteration 92Q: 3 clusters Score -1.002277e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -10022720.000000 Penalty: 5402.767090
	Iteration 93Q: 3 clusters Score -1.002272e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -10022691.000000 Penalty: 5402.767090
	Iteration 94Q: 3 clusters Score -1.002269e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -10022646.000000 Penalty: 5402.767090
	Iteration 95Q: 3 clusters Score -1.002265e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 50469 members 
Entering Unmasked Estep 
Score: -10022576.000000 Penalty: 5402.767090
	Iteration 96Q: 3 clusters Score -1.002258e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -10022534.000000 Penalty: 5402.767090
	Iteration 97Q: 3 clusters Score -1.002253e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -10022522.000000 Penalty: 5402.767090
	Iteration 98Q: 3 clusters Score -1.002252e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -10022523.000000 Penalty: 5402.767090
	Iteration 99Q: 3 clusters Score -1.002252e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -10022470.000000 Penalty: 5402.767090
	Iteration 100F: 3 clusters Score -1.002247e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -10022439.000000 Penalty: 5402.767090
	Iteration 101Q: 3 clusters Score -1.002244e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -10022409.000000 Penalty: 5402.767090
	Iteration 102Q: 3 clusters Score -1.002241e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -10022389.000000 Penalty: 5402.767090
	Iteration 103Q: 3 clusters Score -1.002239e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -10022385.000000 Penalty: 5402.767090
	Iteration 104Q: 3 clusters Score -1.002238e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -10022384.000000 Penalty: 5402.767090
	Iteration 105Q: 3 clusters Score -1.002238e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -10022346.000000 Penalty: 5402.767090
	Iteration 106Q: 3 clusters Score -1.002235e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -10022331.000000 Penalty: 5402.767090
	Iteration 107Q: 3 clusters Score -1.002233e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -10022318.000000 Penalty: 5402.767090
	Iteration 108Q: 3 clusters Score -1.002232e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -10022309.000000 Penalty: 5402.767090
	Iteration 109Q: 3 clusters Score -1.002231e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -10022301.000000 Penalty: 5402.767090
	Iteration 110Q: 3 clusters Score -1.00223e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -10022297.000000 Penalty: 5402.767090
	Iteration 111Q: 3 clusters Score -1.00223e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 51526 members 
Entering Unmasked Estep 
Score: -10022262.000000 Penalty: 5402.767090
	Iteration 112Q: 3 clusters Score -1.002226e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -10022252.000000 Penalty: 5402.767090
	Iteration 113Q: 3 clusters Score -1.002225e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -10022255.000000 Penalty: 5402.767090
	Iteration 114Q: 3 clusters Score -1.002226e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 51656 members 
Entering Unmasked Estep 
Score: -10022234.000000 Penalty: 5402.767090
	Iteration 115Q: 3 clusters Score -1.002223e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -10022219.000000 Penalty: 5402.767090
	Iteration 116Q: 3 clusters Score -1.002222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -10022215.000000 Penalty: 5402.767090
	Iteration 117Q: 3 clusters Score -1.002222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 51748 members 
Entering Unmasked Estep 
Score: -10022184.000000 Penalty: 5402.767090
	Iteration 118Q: 3 clusters Score -1.002218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -10022187.000000 Penalty: 5402.767090
	Iteration 119Q: 3 clusters Score -1.002219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -10022190.000000 Penalty: 5402.767090
	Iteration 120F: 3 clusters Score -1.002219e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -10022181.000000 Penalty: 5402.767090
	Iteration 121Q: 3 clusters Score -1.002218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -10022170.000000 Penalty: 5402.767090
	Iteration 122Q: 3 clusters Score -1.002217e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -10022168.000000 Penalty: 5402.767090
	Iteration 123Q: 3 clusters Score -1.002217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -10022157.000000 Penalty: 5402.767090
	Iteration 124Q: 3 clusters Score -1.002216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 51847 members 
Entering Unmasked Estep 
Score: -10022163.000000 Penalty: 5402.767090
	Iteration 125Q: 3 clusters Score -1.002216e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -10022161.000000 Penalty: 5402.767090
	Iteration 126Q: 3 clusters Score -1.002216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -10022168.000000 Penalty: 5402.767090
	Iteration 127Q: 3 clusters Score -1.002217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 51887 members 
Entering Unmasked Estep 
Score: -10022156.000000 Penalty: 5402.767090
	Iteration 128Q: 3 clusters Score -1.002216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -10022151.000000 Penalty: 5402.767090
	Iteration 129Q: 3 clusters Score -1.002215e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -10022155.000000 Penalty: 5402.767090
	Iteration 130Q: 3 clusters Score -1.002216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -10022137.000000 Penalty: 5402.767090
	Iteration 131Q: 3 clusters Score -1.002214e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -10022136.000000 Penalty: 5402.767090
	Iteration 132Q: 3 clusters Score -1.002214e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -10022136.000000 Penalty: 5402.767090
	Iteration 133Q: 3 clusters Score -1.002214e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -10022125.000000 Penalty: 5402.767090
	Iteration 134Q: 3 clusters Score -1.002212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -10022137.000000 Penalty: 5402.767090
	Iteration 135Q: 3 clusters Score -1.002214e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 52065 members 
Entering Unmasked Estep 
Score: -10022128.000000 Penalty: 5402.767090
	Iteration 136Q: 3 clusters Score -1.002213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -10022117.000000 Penalty: 5402.767090
	Iteration 137Q: 3 clusters Score -1.002212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -10022123.000000 Penalty: 5402.767090
	Iteration 138Q: 3 clusters Score -1.002212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -10022138.000000 Penalty: 5402.767090
	Iteration 139Q: 3 clusters Score -1.002214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -10022129.000000 Penalty: 5402.767090
	Iteration 140F: 3 clusters Score -1.002213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -10022134.000000 Penalty: 5402.767090
	Iteration 141Q: 3 clusters Score -1.002213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -10022116.000000 Penalty: 5402.767090
	Iteration 142Q: 3 clusters Score -1.002212e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -10022106.000000 Penalty: 5402.767090
	Iteration 143Q: 3 clusters Score -1.002211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -10022102.000000 Penalty: 5402.767090
	Iteration 144Q: 3 clusters Score -1.00221e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -10022085.000000 Penalty: 5402.767090
	Iteration 145Q: 3 clusters Score -1.002208e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -10022095.000000 Penalty: 5402.767090
	Iteration 146Q: 3 clusters Score -1.00221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -10022093.000000 Penalty: 5402.767090
	Iteration 147Q: 3 clusters Score -1.002209e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -10022083.000000 Penalty: 5402.767090
	Iteration 148Q: 3 clusters Score -1.002208e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -10022097.000000 Penalty: 5402.767090
	Iteration 149Q: 3 clusters Score -1.00221e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -10022091.000000 Penalty: 5402.767090
	Iteration 150Q: 3 clusters Score -1.002209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -10022076.000000 Penalty: 5402.767090
	Iteration 151Q: 3 clusters Score -1.002208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -10022081.000000 Penalty: 5402.767090
	Iteration 152Q: 3 clusters Score -1.002208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -10022074.000000 Penalty: 5402.767090
	Iteration 153Q: 3 clusters Score -1.002207e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -10022066.000000 Penalty: 5402.767090
	Iteration 154Q: 3 clusters Score -1.002207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 52304 members 
Entering Unmasked Estep 
Score: -10022051.000000 Penalty: 5402.767090
	Iteration 155Q: 3 clusters Score -1.002205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -10022061.000000 Penalty: 5402.767090
	Iteration 156Q: 3 clusters Score -1.002206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -10022051.000000 Penalty: 5402.767090
	Iteration 157Q: 3 clusters Score -1.002205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -10022061.000000 Penalty: 5402.767090
	Iteration 158Q: 3 clusters Score -1.002206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -10022055.000000 Penalty: 5402.767090
	Iteration 159Q: 3 clusters Score -1.002206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -10022045.000000 Penalty: 5402.767090
	Iteration 160F: 3 clusters Score -1.002204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -10022058.000000 Penalty: 5402.767090
	Iteration 161Q: 3 clusters Score -1.002206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -10022038.000000 Penalty: 5402.767090
	Iteration 162Q: 3 clusters Score -1.002204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -10022028.000000 Penalty: 5402.767090
	Iteration 163Q: 3 clusters Score -1.002203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -10022043.000000 Penalty: 5402.767090
	Iteration 164Q: 3 clusters Score -1.002204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -10022038.000000 Penalty: 5402.767090
	Iteration 165Q: 3 clusters Score -1.002204e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -10022031.000000 Penalty: 5402.767090
	Iteration 166Q: 3 clusters Score -1.002203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -10022035.000000 Penalty: 5402.767090
	Iteration 167Q: 3 clusters Score -1.002204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 52369 members 
Entering Unmasked Estep 
Score: -10022029.000000 Penalty: 5402.767090
	Iteration 168Q: 3 clusters Score -1.002203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -10022031.000000 Penalty: 5402.767090
	Iteration 169Q: 3 clusters Score -1.002203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -10022031.000000 Penalty: 5402.767090
	Iteration 170Q: 3 clusters Score -1.002203e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -10022035.000000 Penalty: 5402.767090
	Iteration 171Q: 3 clusters Score -1.002204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 52374 members 
Entering Unmasked Estep 
Score: -10022026.000000 Penalty: 5402.767090
	Iteration 172Q: 3 clusters Score -1.002203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -10022031.000000 Penalty: 5402.767090
	Iteration 173Q: 3 clusters Score -1.002203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -10022020.000000 Penalty: 5402.767090
	Iteration 174Q: 3 clusters Score -1.002202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 52380 members 
Entering Unmasked Estep 
Score: -10022023.000000 Penalty: 5402.767090
	Iteration 175Q: 3 clusters Score -1.002202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -10022031.000000 Penalty: 5402.767090
	Iteration 176Q: 3 clusters Score -1.002203e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -10022034.000000 Penalty: 5402.767090
	Iteration 177Q: 3 clusters Score -1.002203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -10022023.000000 Penalty: 5402.767090
	Iteration 178Q: 3 clusters Score -1.002202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -10022013.000000 Penalty: 5402.767090
	Iteration 179Q: 3 clusters Score -1.002201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -10022015.000000 Penalty: 5402.767090
	Iteration 180F: 3 clusters Score -1.002202e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -10022020.000000 Penalty: 5402.767090
	Iteration 181Q: 3 clusters Score -1.002202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -10022024.000000 Penalty: 5402.767090
	Iteration 182Q: 3 clusters Score -1.002202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -10022025.000000 Penalty: 5402.767090
	Iteration 183Q: 3 clusters Score -1.002202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -10022021.000000 Penalty: 5402.767090
	Iteration 184Q: 3 clusters Score -1.002202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -10022015.000000 Penalty: 5402.767090
	Iteration 185Q: 3 clusters Score -1.002202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -10022015.000000 Penalty: 5402.767090
	Iteration 186F: 3 clusters Score -1.002202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -92376.523438 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -92376.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -90851.609375 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -90851.61 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91093.179688 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -91093.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -91163.578125 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -91163.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -91207.445312 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -91207.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -91240.382812 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -91240.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -91274.085938 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -91274.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -91296.476562 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -91296.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -91312.335938 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -91312.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -91320.593750 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -91320.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -91322.085938 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -91322.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -91322.085938 Penalty: 3112.281982
	Iteration 10F: 3 clusters Score -91322.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -112749.242188 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -112749.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -111076.914062 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -111076.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -111676.164062 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -111676.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -111952.890625 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -111952.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -112220.679688 Penalty: 3364.529297
	Iteration 3F: 3 clusters Score -112220.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -112427.109375 Penalty: 3364.529297
	Iteration 4Q: 3 clusters Score -112427.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112568.500000 Penalty: 3364.529297
	Iteration 5Q: 3 clusters Score -112568.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112692.976562 Penalty: 3364.529297
	Iteration 6Q: 3 clusters Score -112693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112811.875000 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -112811.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -112904.789062 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -112904.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -113086.640625 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -113086.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -113219.257812 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -113219.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -113279.968750 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -113280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -113371.804688 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -113371.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -113459.937500 Penalty: 3364.529297
	Iteration 13Q: 3 clusters Score -113459.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -113571.765625 Penalty: 3364.529297
	Iteration 14Q: 3 clusters Score -113571.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -113612.023438 Penalty: 3364.529297
	Iteration 15Q: 3 clusters Score -113612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -113649.406250 Penalty: 3364.529297
	Iteration 16Q: 3 clusters Score -113649.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -113667.898438 Penalty: 3364.529297
	Iteration 17Q: 3 clusters Score -113667.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -113678.210938 Penalty: 3364.529297
	Iteration 18Q: 3 clusters Score -113678.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -113681.914062 Penalty: 3364.529297
	Iteration 19Q: 3 clusters Score -113681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -113683.710938 Penalty: 3364.529297
	Iteration 20F: 3 clusters Score -113683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 43848 members 
Mstep: Class 3 contains 46929 members 
Mstep: Class 4 contains 45681 members 
Mstep: Class 5 contains 53333 members 
Mstep: Class 6 contains 45731 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 46098 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45220 members 
Mstep: Class 11 contains 47123 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53781 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 43325 members 
Mstep: Class 17 contains 40656 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50086 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48486 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46862 members 
Mstep: Class 24 contains 848 members 
Mstep: Class 25 contains 327 members 
Entering Unmasked Estep 
Score: -126905880.000000 Penalty: 83433.343750
Splitting cluster 15 changes total score from -126906544.000000 to -126905880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (43325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Entering Unmasked Estep 
Score: -7995178.500000 Penalty: 2647.768311
	Iteration 0F: 2 clusters Score -7995178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -7966595.000000 Penalty: 5295.536621
	Iteration 0F: 3 clusters Score -7966595 nChanged 19760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -7977969.500000 Penalty: 5295.536621
	Iteration 1F: 3 clusters Score -7977970 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -7979261.500000 Penalty: 5295.536621
	Iteration 2F: 3 clusters Score -7979262 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -7980801.500000 Penalty: 5295.536621
	Iteration 3F: 3 clusters Score -7980802 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -7982652.500000 Penalty: 5295.536621
	Iteration 4F: 3 clusters Score -7982652 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -7984799.000000 Penalty: 5295.536621
	Iteration 5F: 3 clusters Score -7984799 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -7987249.000000 Penalty: 5295.536621
	Iteration 6F: 3 clusters Score -7987249 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -7989492.000000 Penalty: 5295.536621
	Iteration 7F: 3 clusters Score -7989492 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -7990759.000000 Penalty: 5295.536621
	Iteration 8Q: 3 clusters Score -7990759 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -7991325.500000 Penalty: 5295.536621
	Iteration 9Q: 3 clusters Score -7991326 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -7991720.000000 Penalty: 5295.536621
	Iteration 10Q: 3 clusters Score -7991720 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -7992014.500000 Penalty: 5295.536621
	Iteration 11Q: 3 clusters Score -7992014 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -7992272.000000 Penalty: 5295.536621
	Iteration 12Q: 3 clusters Score -7992272 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -7992498.000000 Penalty: 5295.536621
	Iteration 13Q: 3 clusters Score -7992498 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -7992716.000000 Penalty: 5295.536621
	Iteration 14Q: 3 clusters Score -7992716 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -7992892.500000 Penalty: 5295.536621
	Iteration 15Q: 3 clusters Score -7992892 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -7993047.000000 Penalty: 5295.536621
	Iteration 16Q: 3 clusters Score -7993047 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -7993160.000000 Penalty: 5295.536621
	Iteration 17Q: 3 clusters Score -7993160 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7993291 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7993392 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7993461 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7993486 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7993554 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -7993615.000000 Penalty: 5295.536621
	Iteration 23Q: 3 clusters Score -7993615 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7993660 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7993697 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7993743 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7993791 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -7993833.500000 Penalty: 5295.536621
	Iteration 28Q: 3 clusters Score -7993834 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7993874 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7993896 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -7993917.500000 Penalty: 5295.536621
	Iteration 31Q: 3 clusters Score -7993918 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -7993921.000000 Penalty: 5295.536621
	Iteration 32Q: 3 clusters Score -7993921 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7993938 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7993950 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7993938 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -7993923.000000 Penalty: 5295.536621
	Iteration 36Q: 3 clusters Score -7993923 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7993934 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -7993915.500000 Penalty: 5295.536621
	Iteration 38Q: 3 clusters Score -7993916 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7993914 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7993945 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7993932 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7993934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7993956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7993938 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -7993943.000000 Penalty: 5295.536621
	Iteration 45Q: 3 clusters Score -7993943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -7993944.500000 Penalty: 5295.536621
	Iteration 46Q: 3 clusters Score -7993944 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -7993947.000000 Penalty: 5295.536621
	Iteration 47Q: 3 clusters Score -7993947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -7993941.000000 Penalty: 5295.536621
	Iteration 48Q: 3 clusters Score -7993941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -7993935.500000 Penalty: 5295.536621
	Iteration 49Q: 3 clusters Score -7993936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -7993938.000000 Penalty: 5295.536621
	Iteration 50Q: 3 clusters Score -7993938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7993936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -7993943.000000 Penalty: 5295.536621
	Iteration 52Q: 3 clusters Score -7993943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -7993926.500000 Penalty: 5295.536621
	Iteration 53Q: 3 clusters Score -7993926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -7993935.000000 Penalty: 5295.536621
	Iteration 54Q: 3 clusters Score -7993935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -7993945.500000 Penalty: 5295.536621
	Iteration 55Q: 3 clusters Score -7993946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -7993936.500000 Penalty: 5295.536621
	Iteration 56Q: 3 clusters Score -7993936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -7993943.000000 Penalty: 5295.536621
	Iteration 57Q: 3 clusters Score -7993943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -7993952.500000 Penalty: 5295.536621
	Iteration 58Q: 3 clusters Score -7993952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -7993942.000000 Penalty: 5295.536621
	Iteration 59Q: 3 clusters Score -7993942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -7993935.500000 Penalty: 5295.536621
	Iteration 60F: 3 clusters Score -7993936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -7993939.500000 Penalty: 5295.536621
	Iteration 61Q: 3 clusters Score -7993940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -7993941.500000 Penalty: 5295.536621
	Iteration 62Q: 3 clusters Score -7993942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -7993952.000000 Penalty: 5295.536621
	Iteration 63Q: 3 clusters Score -7993952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -7993956.000000 Penalty: 5295.536621
	Iteration 64Q: 3 clusters Score -7993956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -7993955.000000 Penalty: 5295.536621
	Iteration 65Q: 3 clusters Score -7993955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -7993958.000000 Penalty: 5295.536621
	Iteration 66Q: 3 clusters Score -7993958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -7993961.000000 Penalty: 5295.536621
	Iteration 67Q: 3 clusters Score -7993961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -7993954.500000 Penalty: 5295.536621
	Iteration 68Q: 3 clusters Score -7993954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7993958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -7993952.000000 Penalty: 5295.536621
	Iteration 70Q: 3 clusters Score -7993952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -7993946.000000 Penalty: 5295.536621
	Iteration 71Q: 3 clusters Score -7993946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -7993941.500000 Penalty: 5295.536621
	Iteration 72Q: 3 clusters Score -7993942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -7993945.000000 Penalty: 5295.536621
	Iteration 73Q: 3 clusters Score -7993945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -7993945.000000 Penalty: 5295.536621
	Iteration 74Q: 3 clusters Score -7993945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -7993946.500000 Penalty: 5295.536621
	Iteration 75Q: 3 clusters Score -7993946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -7993956.000000 Penalty: 5295.536621
	Iteration 76Q: 3 clusters Score -7993956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -7993957.000000 Penalty: 5295.536621
	Iteration 77Q: 3 clusters Score -7993957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -7993953.000000 Penalty: 5295.536621
	Iteration 78Q: 3 clusters Score -7993953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -7993951.500000 Penalty: 5295.536621
	Iteration 79Q: 3 clusters Score -7993952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -7993955.000000 Penalty: 5295.536621
	Iteration 80F: 3 clusters Score -7993955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -7993945.500000 Penalty: 5295.536621
	Iteration 81Q: 3 clusters Score -7993946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -7993945.500000 Penalty: 5295.536621
	Iteration 82Q: 3 clusters Score -7993946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -7993936.500000 Penalty: 5295.536621
	Iteration 83Q: 3 clusters Score -7993936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -7993950.000000 Penalty: 5295.536621
	Iteration 84Q: 3 clusters Score -7993950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -7993940.000000 Penalty: 5295.536621
	Iteration 85Q: 3 clusters Score -7993940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -7993945.000000 Penalty: 5295.536621
	Iteration 86Q: 3 clusters Score -7993945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -7993942.500000 Penalty: 5295.536621
	Iteration 87Q: 3 clusters Score -7993942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -7993942.500000 Penalty: 5295.536621
	Iteration 88Q: 3 clusters Score -7993942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -7993946.500000 Penalty: 5295.536621
	Iteration 89Q: 3 clusters Score -7993946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -7993949.000000 Penalty: 5295.536621
	Iteration 90Q: 3 clusters Score -7993949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -7993950.500000 Penalty: 5295.536621
	Iteration 91Q: 3 clusters Score -7993950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -7993952.500000 Penalty: 5295.536621
	Iteration 92Q: 3 clusters Score -7993952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7993954 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
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	Iteration 94F: 3 clusters Score -7993954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40656 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -7518993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7491989 nChanged 18671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7502214 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7502621 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7503035 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -7503402.500000 Penalty: 5263.999023
	Iteration 4Q: 3 clusters Score -7503402 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -7503713.500000 Penalty: 5263.999023
	Iteration 5Q: 3 clusters Score -7503714 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -7504096.500000 Penalty: 5263.999023
	Iteration 6Q: 3 clusters Score -7504096 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -7504604.000000 Penalty: 5263.999023
	Iteration 7Q: 3 clusters Score -7504604 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -7505312.000000 Penalty: 5263.999023
	Iteration 8Q: 3 clusters Score -7505312 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -7506423.000000 Penalty: 5263.999023
	Iteration 9F: 3 clusters Score -7506423 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -7508255.000000 Penalty: 5263.999023
	Iteration 10F: 3 clusters Score -7508255 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -7510778.500000 Penalty: 5263.999023
	Iteration 11F: 3 clusters Score -7510778 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -7512997.000000 Penalty: 5263.999023
	Iteration 12F: 3 clusters Score -7512997 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -7514559.000000 Penalty: 5263.999023
	Iteration 13Q: 3 clusters Score -7514559 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -7515463.000000 Penalty: 5263.999023
	Iteration 14Q: 3 clusters Score -7515463 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -7515952.000000 Penalty: 5263.999023
	Iteration 15Q: 3 clusters Score -7515952 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -7516206.000000 Penalty: 5263.999023
	Iteration 16Q: 3 clusters Score -7516206 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -7516463.000000 Penalty: 5263.999023
	Iteration 17Q: 3 clusters Score -7516463 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -7516594.500000 Penalty: 5263.999023
	Iteration 18Q: 3 clusters Score -7516594 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -7516738.000000 Penalty: 5263.999023
	Iteration 19Q: 3 clusters Score -7516738 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -7516858.500000 Penalty: 5263.999023
	Iteration 20F: 3 clusters Score -7516858 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -7516966.500000 Penalty: 5263.999023
	Iteration 21Q: 3 clusters Score -7516966 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -7517031.500000 Penalty: 5263.999023
	Iteration 22Q: 3 clusters Score -7517032 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -7517118.000000 Penalty: 5263.999023
	Iteration 23Q: 3 clusters Score -7517118 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -7517179.000000 Penalty: 5263.999023
	Iteration 24Q: 3 clusters Score -7517179 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -7517231.000000 Penalty: 5263.999023
	Iteration 25Q: 3 clusters Score -7517231 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -7517263.500000 Penalty: 5263.999023
	Iteration 26Q: 3 clusters Score -7517264 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -7517265.000000 Penalty: 5263.999023
	Iteration 27Q: 3 clusters Score -7517265 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -7517278.000000 Penalty: 5263.999023
	Iteration 28Q: 3 clusters Score -7517278 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -7517312.500000 Penalty: 5263.999023
	Iteration 29Q: 3 clusters Score -7517312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -7517315.500000 Penalty: 5263.999023
	Iteration 30Q: 3 clusters Score -7517316 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -7517306.500000 Penalty: 5263.999023
	Iteration 31Q: 3 clusters Score -7517306 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -7517305.000000 Penalty: 5263.999023
	Iteration 32Q: 3 clusters Score -7517305 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -7517328.500000 Penalty: 5263.999023
	Iteration 33Q: 3 clusters Score -7517328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -7517331.500000 Penalty: 5263.999023
	Iteration 34Q: 3 clusters Score -7517332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -7517321.000000 Penalty: 5263.999023
	Iteration 35Q: 3 clusters Score -7517321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7517323.500000 Penalty: 5263.999023
	Iteration 36Q: 3 clusters Score -7517324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -7517326.500000 Penalty: 5263.999023
	Iteration 37Q: 3 clusters Score -7517326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -7517328.500000 Penalty: 5263.999023
	Iteration 38Q: 3 clusters Score -7517328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -7517318.500000 Penalty: 5263.999023
	Iteration 39Q: 3 clusters Score -7517318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -7517322.000000 Penalty: 5263.999023
	Iteration 40F: 3 clusters Score -7517322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -7517314.500000 Penalty: 5263.999023
	Iteration 41Q: 3 clusters Score -7517314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -7517319.000000 Penalty: 5263.999023
	Iteration 42Q: 3 clusters Score -7517319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -7517310.500000 Penalty: 5263.999023
	Iteration 43Q: 3 clusters Score -7517310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -7517305.500000 Penalty: 5263.999023
	Iteration 44Q: 3 clusters Score -7517306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7517309.500000 Penalty: 5263.999023
	Iteration 45Q: 3 clusters Score -7517310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -7517309.500000 Penalty: 5263.999023
	Iteration 46Q: 3 clusters Score -7517310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -7517307.000000 Penalty: 5263.999023
	Iteration 47Q: 3 clusters Score -7517307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -7517311.500000 Penalty: 5263.999023
	Iteration 48Q: 3 clusters Score -7517312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -7517308.500000 Penalty: 5263.999023
	Iteration 49Q: 3 clusters Score -7517308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -7517308.500000 Penalty: 5263.999023
	Iteration 50F: 3 clusters Score -7517308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -86177.820312 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -86177.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84650.273438 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -84650.27 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -84904.281250 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -84904.28 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85053.328125 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -85053.33 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85193.265625 Penalty: 3141.306641
	Iteration 3F: 3 clusters Score -85193.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -85292.960938 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -85292.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85412.054688 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -85412.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85508.593750 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -85508.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85560.046875 Penalty: 3141.306641
	Iteration 7Q: 3 clusters Score -85560.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -85612.382812 Penalty: 3141.306641
	Iteration 8Q: 3 clusters Score -85612.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85650.648438 Penalty: 3141.306641
	Iteration 9Q: 3 clusters Score -85650.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -85672.250000 Penalty: 3141.306641
	Iteration 10Q: 3 clusters Score -85672.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85719.687500 Penalty: 3141.306641
	Iteration 11Q: 3 clusters Score -85719.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85766.554688 Penalty: 3141.306641
	Iteration 12Q: 3 clusters Score -85766.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85801.125000 Penalty: 3141.306641
	Iteration 13Q: 3 clusters Score -85801.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85812.710938 Penalty: 3141.306641
	Iteration 14Q: 3 clusters Score -85812.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85825.156250 Penalty: 3141.306641
	Iteration 15F: 3 clusters Score -85825.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85884.757812 Penalty: 3141.306641
	Iteration 16Q: 3 clusters Score -85884.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85907.453125 Penalty: 3141.306641
	Iteration 17Q: 3 clusters Score -85907.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85909.015625 Penalty: 3141.306641
	Iteration 18Q: 3 clusters Score -85909.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85909.015625 Penalty: 3141.306641
	Iteration 19F: 3 clusters Score -85909.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Entering Unmasked Estep 
Score: -9170837.000000 Penalty: 2683.731201
	Iteration 0F: 2 clusters Score -9170837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -9137867.000000 Penalty: 5367.462402
	Iteration 0F: 3 clusters Score -9137867 nChanged 22957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -9150326.000000 Penalty: 5367.462402
	Iteration 1F: 3 clusters Score -9150326 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -9150820.000000 Penalty: 5367.462402
	Iteration 2Q: 3 clusters Score -9150820 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -9151206.000000 Penalty: 5367.462402
	Iteration 3Q: 3 clusters Score -9151206 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -9151534.000000 Penalty: 5367.462402
	Iteration 4Q: 3 clusters Score -9151534 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -9151856.000000 Penalty: 5367.462402
	Iteration 5Q: 3 clusters Score -9151856 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -9152356.000000 Penalty: 5367.462402
	Iteration 6Q: 3 clusters Score -9152356 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -9152951.000000 Penalty: 5367.462402
	Iteration 7Q: 3 clusters Score -9152951 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -9153730.000000 Penalty: 5367.462402
	Iteration 8Q: 3 clusters Score -9153730 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -9154754.000000 Penalty: 5367.462402
	Iteration 9Q: 3 clusters Score -9154754 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -9156111.000000 Penalty: 5367.462402
	Iteration 10Q: 3 clusters Score -9156111 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -9157694.000000 Penalty: 5367.462402
	Iteration 11Q: 3 clusters Score -9157694 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -9159333.000000 Penalty: 5367.462402
	Iteration 12F: 3 clusters Score -9159333 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -9160766.000000 Penalty: 5367.462402
	Iteration 13Q: 3 clusters Score -9160766 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -9161900.000000 Penalty: 5367.462402
	Iteration 14Q: 3 clusters Score -9161900 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -9162636.000000 Penalty: 5367.462402
	Iteration 15Q: 3 clusters Score -9162636 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -9163108.000000 Penalty: 5367.462402
	Iteration 16Q: 3 clusters Score -9163108 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -9163440.000000 Penalty: 5367.462402
	Iteration 17Q: 3 clusters Score -9163440 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -9163700.000000 Penalty: 5367.462402
	Iteration 18Q: 3 clusters Score -9163700 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -9163888.000000 Penalty: 5367.462402
	Iteration 19Q: 3 clusters Score -9163888 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -9164042.000000 Penalty: 5367.462402
	Iteration 20F: 3 clusters Score -9164042 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -9164263.000000 Penalty: 5367.462402
	Iteration 21Q: 3 clusters Score -9164263 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -9164477.000000 Penalty: 5367.462402
	Iteration 22Q: 3 clusters Score -9164477 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -9164684.000000 Penalty: 5367.462402
	Iteration 23Q: 3 clusters Score -9164684 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -9164970.000000 Penalty: 5367.462402
	Iteration 24Q: 3 clusters Score -9164970 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -9165222.000000 Penalty: 5367.462402
	Iteration 25Q: 3 clusters Score -9165222 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -9165526.000000 Penalty: 5367.462402
	Iteration 26Q: 3 clusters Score -9165526 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -9165846.000000 Penalty: 5367.462402
	Iteration 27Q: 3 clusters Score -9165846 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -9166149.000000 Penalty: 5367.462402
	Iteration 28Q: 3 clusters Score -9166149 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -9166427.000000 Penalty: 5367.462402
	Iteration 29Q: 3 clusters Score -9166427 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -9166709.000000 Penalty: 5367.462402
	Iteration 30Q: 3 clusters Score -9166709 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -9166981.000000 Penalty: 5367.462402
	Iteration 31Q: 3 clusters Score -9166981 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -9167210.000000 Penalty: 5367.462402
	Iteration 32Q: 3 clusters Score -9167210 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -9167396.000000 Penalty: 5367.462402
	Iteration 33Q: 3 clusters Score -9167396 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -9167583.000000 Penalty: 5367.462402
	Iteration 34Q: 3 clusters Score -9167583 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -9167720.000000 Penalty: 5367.462402
	Iteration 35Q: 3 clusters Score -9167720 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -9167853.000000 Penalty: 5367.462402
	Iteration 36Q: 3 clusters Score -9167853 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9167977.000000 Penalty: 5367.462402
	Iteration 37Q: 3 clusters Score -9167977 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -9168046.000000 Penalty: 5367.462402
	Iteration 38Q: 3 clusters Score -9168046 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9168138.000000 Penalty: 5367.462402
	Iteration 39Q: 3 clusters Score -9168138 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9168215.000000 Penalty: 5367.462402
	Iteration 40F: 3 clusters Score -9168215 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9168289.000000 Penalty: 5367.462402
	Iteration 41Q: 3 clusters Score -9168289 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9168371.000000 Penalty: 5367.462402
	Iteration 42Q: 3 clusters Score -9168371 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9168427.000000 Penalty: 5367.462402
	Iteration 43Q: 3 clusters Score -9168427 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9168479.000000 Penalty: 5367.462402
	Iteration 44Q: 3 clusters Score -9168479 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -9168522.000000 Penalty: 5367.462402
	Iteration 45Q: 3 clusters Score -9168522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9168537.000000 Penalty: 5367.462402
	Iteration 46Q: 3 clusters Score -9168537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9168540.000000 Penalty: 5367.462402
	Iteration 47Q: 3 clusters Score -9168540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9168575.000000 Penalty: 5367.462402
	Iteration 48Q: 3 clusters Score -9168575 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9168607.000000 Penalty: 5367.462402
	Iteration 49Q: 3 clusters Score -9168607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9168613.000000 Penalty: 5367.462402
	Iteration 50Q: 3 clusters Score -9168613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9168631.000000 Penalty: 5367.462402
	Iteration 51Q: 3 clusters Score -9168631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9168646.000000 Penalty: 5367.462402
	Iteration 52Q: 3 clusters Score -9168646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9168656.000000 Penalty: 5367.462402
	Iteration 53Q: 3 clusters Score -9168656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9168661.000000 Penalty: 5367.462402
	Iteration 54Q: 3 clusters Score -9168661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9168667.000000 Penalty: 5367.462402
	Iteration 55Q: 3 clusters Score -9168667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9168666.000000 Penalty: 5367.462402
	Iteration 56Q: 3 clusters Score -9168666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9168671.000000 Penalty: 5367.462402
	Iteration 57Q: 3 clusters Score -9168671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -9168675.000000 Penalty: 5367.462402
	Iteration 58Q: 3 clusters Score -9168675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9168674.000000 Penalty: 5367.462402
	Iteration 59Q: 3 clusters Score -9168674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9168674.000000 Penalty: 5367.462402
	Iteration 60F: 3 clusters Score -9168674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -48002.226562 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -48002.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46784.183594 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -46784.18 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -47107.257812 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -47107.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47218.562500 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -47218.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -47322.433594 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -47322.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -47429.597656 Penalty: 3093.239258
	Iteration 4F: 3 clusters Score -47429.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -47547.265625 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -47547.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -47622.132812 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -47622.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47646.597656 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -47646.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47678.593750 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -47678.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -47703.230469 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -47703.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47719.058594 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -47719.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47729.472656 Penalty: 3093.239258
	Iteration 11Q: 3 clusters Score -47729.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -47733.960938 Penalty: 3093.239258
	Iteration 12Q: 3 clusters Score -47733.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47736.375000 Penalty: 3093.239258
	Iteration 13Q: 3 clusters Score -47736.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -47746.187500 Penalty: 3093.239258
	Iteration 14Q: 3 clusters Score -47746.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47747.304688 Penalty: 3093.239258
	Iteration 15Q: 3 clusters Score -47747.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -47755.640625 Penalty: 3093.239258
	Iteration 16F: 3 clusters Score -47755.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -47796.695312 Penalty: 3093.239258
	Iteration 17Q: 3 clusters Score -47796.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47816.785156 Penalty: 3093.239258
	Iteration 18Q: 3 clusters Score -47816.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47850.890625 Penalty: 3093.239258
	Iteration 19Q: 3 clusters Score -47850.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47866.867188 Penalty: 3093.239258
	Iteration 20F: 3 clusters Score -47866.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47939.472656 Penalty: 3093.239258
	Iteration 21Q: 3 clusters Score -47939.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -48042.363281 Penalty: 3093.239258
	Iteration 22Q: 3 clusters Score -48042.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -48053.949219 Penalty: 3093.239258
	Iteration 23Q: 3 clusters Score -48053.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -48057.507812 Penalty: 3093.239258
	Iteration 24Q: 3 clusters Score -48057.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -48057.507812 Penalty: 3093.239258
	Iteration 25F: 3 clusters Score -48057.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 43848 members 
Mstep: Class 3 contains 46929 members 
Mstep: Class 4 contains 45681 members 
Mstep: Class 5 contains 53333 members 
Mstep: Class 6 contains 45731 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 46098 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45220 members 
Mstep: Class 11 contains 47123 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53781 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43325 members 
Mstep: Class 17 contains 40656 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50086 members 
Mstep: Class 20 contains 124 members 
Mstep: Class 21 contains 48486 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46862 members 
Mstep: Class 24 contains 848 members 
Mstep: Class 25 contains 387 members 
Entering Unmasked Estep 
Score: -126904808.000000 Penalty: 83433.343750
Splitting cluster 20 changes total score from -126906544.000000 to -126904808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (48486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Entering Unmasked Estep 
Score: -8999469.000000 Penalty: 2675.679443
	Iteration 0F: 2 clusters Score -8999469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -8970441.000000 Penalty: 5351.358887
	Iteration 0F: 3 clusters Score -8970441 nChanged 22470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -8982992.000000 Penalty: 5351.358887
	Iteration 1F: 3 clusters Score -8982992 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -8983523.000000 Penalty: 5351.358887
	Iteration 2Q: 3 clusters Score -8983523 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -8984064.000000 Penalty: 5351.358887
	Iteration 3Q: 3 clusters Score -8984064 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -8984644.000000 Penalty: 5351.358887
	Iteration 4Q: 3 clusters Score -8984644 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -8985323.000000 Penalty: 5351.358887
	Iteration 5Q: 3 clusters Score -8985323 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -8986207.000000 Penalty: 5351.358887
	Iteration 6Q: 3 clusters Score -8986207 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -8987465.000000 Penalty: 5351.358887
	Iteration 7Q: 3 clusters Score -8987465 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -8989216.000000 Penalty: 5351.358887
	Iteration 8F: 3 clusters Score -8989216 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -8991525.000000 Penalty: 5351.358887
	Iteration 9F: 3 clusters Score -8991525 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -8993611.000000 Penalty: 5351.358887
	Iteration 10F: 3 clusters Score -8993611 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -8994751.000000 Penalty: 5351.358887
	Iteration 11F: 3 clusters Score -8994751 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -8995215.000000 Penalty: 5351.358887
	Iteration 12Q: 3 clusters Score -8995215 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -8995358.000000 Penalty: 5351.358887
	Iteration 13Q: 3 clusters Score -8995358 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -8995483.000000 Penalty: 5351.358887
	Iteration 14Q: 3 clusters Score -8995483 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -8995612.000000 Penalty: 5351.358887
	Iteration 15Q: 3 clusters Score -8995612 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -8995714.000000 Penalty: 5351.358887
	Iteration 16Q: 3 clusters Score -8995714 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -8995794.000000 Penalty: 5351.358887
	Iteration 17Q: 3 clusters Score -8995794 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -8995838.000000 Penalty: 5351.358887
	Iteration 18Q: 3 clusters Score -8995838 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -8995916.000000 Penalty: 5351.358887
	Iteration 19Q: 3 clusters Score -8995916 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -8995969.000000 Penalty: 5351.358887
	Iteration 20F: 3 clusters Score -8995969 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -8996063.000000 Penalty: 5351.358887
	Iteration 21Q: 3 clusters Score -8996063 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -8996140.000000 Penalty: 5351.358887
	Iteration 22Q: 3 clusters Score -8996140 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -8996218.000000 Penalty: 5351.358887
	Iteration 23Q: 3 clusters Score -8996218 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -8996232.000000 Penalty: 5351.358887
	Iteration 24Q: 3 clusters Score -8996232 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -8996289.000000 Penalty: 5351.358887
	Iteration 25Q: 3 clusters Score -8996289 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -8996316.000000 Penalty: 5351.358887
	Iteration 26Q: 3 clusters Score -8996316 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -8996388.000000 Penalty: 5351.358887
	Iteration 27Q: 3 clusters Score -8996388 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -8996410.000000 Penalty: 5351.358887
	Iteration 28Q: 3 clusters Score -8996410 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -8996460.000000 Penalty: 5351.358887
	Iteration 29Q: 3 clusters Score -8996460 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -8996531.000000 Penalty: 5351.358887
	Iteration 30Q: 3 clusters Score -8996531 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8996574 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8996583 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8996638 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8996680 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8996687 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8996750 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8996749 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8996810 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8996849 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8996866 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8996898 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8996927 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8996992 nChanged 201
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8997026 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8997075 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8997095 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8997120 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8997147 nChanged 222
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8997197 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -8997252.000000 Penalty: 5351.358887
	Iteration 50Q: 3 clusters Score -8997252 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8997294 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8997345 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8997363 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8997425 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8997486 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8997529 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8997569 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -8997645.000000 Penalty: 5351.358887
	Iteration 58Q: 3 clusters Score -8997645 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -8997694.000000 Penalty: 5351.358887
	Iteration 59Q: 3 clusters Score -8997694 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -8997715.000000 Penalty: 5351.358887
	Iteration 60F: 3 clusters Score -8997715 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8997790 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8997796 nChanged 281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8997865 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8997915 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8997965 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8998036 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8998118 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8998149 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -8998251.000000 Penalty: 5351.358887
	Iteration 69Q: 3 clusters Score -8998251 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -8998277.000000 Penalty: 5351.358887
	Iteration 70Q: 3 clusters Score -8998277 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -8998332.000000 Penalty: 5351.358887
	Iteration 71Q: 3 clusters Score -8998332 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -8998403.000000 Penalty: 5351.358887
	Iteration 72Q: 3 clusters Score -8998403 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -8998447.000000 Penalty: 5351.358887
	Iteration 73Q: 3 clusters Score -8998447 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -8998513.000000 Penalty: 5351.358887
	Iteration 74Q: 3 clusters Score -8998513 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8998595 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -8998659.000000 Penalty: 5351.358887
	Iteration 76Q: 3 clusters Score -8998659 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -8998716.000000 Penalty: 5351.358887
	Iteration 77Q: 3 clusters Score -8998716 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8998813 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -8998877.000000 Penalty: 5351.358887
	Iteration 79Q: 3 clusters Score -8998877 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8998962 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8999054 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8999074 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8999054 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -8998949.000000 Penalty: 5351.358887
	Iteration 84Q: 3 clusters Score -8998949 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -8998939.000000 Penalty: 5351.358887
	Iteration 85Q: 3 clusters Score -8998939 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -8998832.000000 Penalty: 5351.358887
	Iteration 86Q: 3 clusters Score -8998832 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -8998639.000000 Penalty: 5351.358887
	Iteration 87Q: 3 clusters Score -8998639 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8998446.000000 Penalty: 5351.358887
	Iteration 88Q: 3 clusters Score -8998446 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8998261.000000 Penalty: 5351.358887
	Iteration 89Q: 3 clusters Score -8998261 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8998141.000000 Penalty: 5351.358887
	Iteration 90Q: 3 clusters Score -8998141 nChanged 325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8998014.000000 Penalty: 5351.358887
	Iteration 91Q: 3 clusters Score -8998014 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8997892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8997813.000000 Penalty: 5351.358887
	Iteration 93Q: 3 clusters Score -8997813 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8997762 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8997743.000000 Penalty: 5351.358887
	Iteration 95Q: 3 clusters Score -8997743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8997690.000000 Penalty: 5351.358887
	Iteration 96Q: 3 clusters Score -8997690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8997674.000000 Penalty: 5351.358887
	Iteration 97Q: 3 clusters Score -8997674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8997674.000000 Penalty: 5351.358887
	Iteration 98Q: 3 clusters Score -8997674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8997646.000000 Penalty: 5351.358887
	Iteration 99Q: 3 clusters Score -8997646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47901 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8997646.000000 Penalty: 5351.358887
	Iteration 100F: 3 clusters Score -8997646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8997641.000000 Penalty: 5351.358887
	Iteration 101Q: 3 clusters Score -8997641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8997630.000000 Penalty: 5351.358887
	Iteration 102Q: 3 clusters Score -8997630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8997631.000000 Penalty: 5351.358887
	Iteration 103Q: 3 clusters Score -8997631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8997614.000000 Penalty: 5351.358887
	Iteration 104Q: 3 clusters Score -8997614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8997596.000000 Penalty: 5351.358887
	Iteration 105Q: 3 clusters Score -8997596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8997613.000000 Penalty: 5351.358887
	Iteration 106Q: 3 clusters Score -8997613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8997605.000000 Penalty: 5351.358887
	Iteration 107Q: 3 clusters Score -8997605 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8997603.000000 Penalty: 5351.358887
	Iteration 108Q: 3 clusters Score -8997603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8997608.000000 Penalty: 5351.358887
	Iteration 109Q: 3 clusters Score -8997608 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8997609.000000 Penalty: 5351.358887
	Iteration 110Q: 3 clusters Score -8997609 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8997601.000000 Penalty: 5351.358887
	Iteration 111Q: 3 clusters Score -8997601 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8997609.000000 Penalty: 5351.358887
	Iteration 112Q: 3 clusters Score -8997609 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8997608.000000 Penalty: 5351.358887
	Iteration 113Q: 3 clusters Score -8997608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8997608.000000 Penalty: 5351.358887
	Iteration 114Q: 3 clusters Score -8997608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8997598.000000 Penalty: 5351.358887
	Iteration 115Q: 3 clusters Score -8997598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8997599.000000 Penalty: 5351.358887
	Iteration 116Q: 3 clusters Score -8997599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8997595 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
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	Iteration 118F: 3 clusters Score -8997595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2503 members 
Entering Unmasked Estep 
Score: -428182.187500 Penalty: 1940.660889
	Iteration 0F: 2 clusters Score -428182.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -425302 nChanged 830
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -425944.968750 Penalty: 3881.321777
	Iteration 1F: 3 clusters Score -425945 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -426208.968750 Penalty: 3881.321777
	Iteration 2F: 3 clusters Score -426209 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -426360.343750 Penalty: 3881.321777
	Iteration 3F: 3 clusters Score -426360.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -426509.593750 Penalty: 3881.321777
	Iteration 4Q: 3 clusters Score -426509.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -426661.125000 Penalty: 3881.321777
	Iteration 5Q: 3 clusters Score -426661.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -426802.281250 Penalty: 3881.321777
	Iteration 6Q: 3 clusters Score -426802.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -427004.906250 Penalty: 3881.321777
	Iteration 7F: 3 clusters Score -427004.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -427189.531250 Penalty: 3881.321777
	Iteration 8F: 3 clusters Score -427189.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -427352.187500 Penalty: 3881.321777
	Iteration 9Q: 3 clusters Score -427352.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -427460.968750 Penalty: 3881.321777
	Iteration 10Q: 3 clusters Score -427461 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -427537.937500 Penalty: 3881.321777
	Iteration 11Q: 3 clusters Score -427537.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -427592.250000 Penalty: 3881.321777
	Iteration 12Q: 3 clusters Score -427592.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -427627.656250 Penalty: 3881.321777
	Iteration 13Q: 3 clusters Score -427627.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -427648.468750 Penalty: 3881.321777
	Iteration 14Q: 3 clusters Score -427648.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -427659.375000 Penalty: 3881.321777
	Iteration 15Q: 3 clusters Score -427659.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -427667.656250 Penalty: 3881.321777
	Iteration 16Q: 3 clusters Score -427667.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -427673.250000 Penalty: 3881.321777
	Iteration 17Q: 3 clusters Score -427673.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -427678.968750 Penalty: 3881.321777
	Iteration 18Q: 3 clusters Score -427679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -427681.843750 Penalty: 3881.321777
	Iteration 19Q: 3 clusters Score -427681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -427683.625000 Penalty: 3881.321777
	Iteration 20F: 3 clusters Score -427683.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -427683.812500 Penalty: 3881.321777
	Iteration 21Q: 3 clusters Score -427683.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -427683.812500 Penalty: 3881.321777
	Iteration 22F: 3 clusters Score -427683.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Entering Unmasked Estep 
Score: -8573549.000000 Penalty: 2667.230469
	Iteration 0F: 2 clusters Score -8573549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -8543019.000000 Penalty: 5334.460938
	Iteration 0F: 3 clusters Score -8543019 nChanged 21617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8554695.000000 Penalty: 5334.460938
	Iteration 1F: 3 clusters Score -8554695 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8555150.000000 Penalty: 5334.460938
	Iteration 2Q: 3 clusters Score -8555150 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -8555719.000000 Penalty: 5334.460938
	Iteration 3Q: 3 clusters Score -8555719 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -8556281.000000 Penalty: 5334.460938
	Iteration 4Q: 3 clusters Score -8556281 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -8556874.000000 Penalty: 5334.460938
	Iteration 5Q: 3 clusters Score -8556874 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -8557712.000000 Penalty: 5334.460938
	Iteration 6Q: 3 clusters Score -8557712 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -8558916.000000 Penalty: 5334.460938
	Iteration 7Q: 3 clusters Score -8558916 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -8560656.000000 Penalty: 5334.460938
	Iteration 8F: 3 clusters Score -8560656 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -8563475.000000 Penalty: 5334.460938
	Iteration 9F: 3 clusters Score -8563475 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -8566786.000000 Penalty: 5334.460938
	Iteration 10F: 3 clusters Score -8566786 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -8569367.000000 Penalty: 5334.460938
	Iteration 11F: 3 clusters Score -8569367 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -8570628.000000 Penalty: 5334.460938
	Iteration 12Q: 3 clusters Score -8570628 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -8571187.000000 Penalty: 5334.460938
	Iteration 13Q: 3 clusters Score -8571187 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -8571511.000000 Penalty: 5334.460938
	Iteration 14Q: 3 clusters Score -8571511 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -8571788.000000 Penalty: 5334.460938
	Iteration 15Q: 3 clusters Score -8571788 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -8571962.000000 Penalty: 5334.460938
	Iteration 16Q: 3 clusters Score -8571962 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -8572114.000000 Penalty: 5334.460938
	Iteration 17Q: 3 clusters Score -8572114 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -8572211.000000 Penalty: 5334.460938
	Iteration 18Q: 3 clusters Score -8572211 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -8572346.000000 Penalty: 5334.460938
	Iteration 19Q: 3 clusters Score -8572346 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -8572427.000000 Penalty: 5334.460938
	Iteration 20F: 3 clusters Score -8572427 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -8572465.000000 Penalty: 5334.460938
	Iteration 21Q: 3 clusters Score -8572465 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -8572508.000000 Penalty: 5334.460938
	Iteration 22Q: 3 clusters Score -8572508 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -8572574.000000 Penalty: 5334.460938
	Iteration 23Q: 3 clusters Score -8572574 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -8572603.000000 Penalty: 5334.460938
	Iteration 24Q: 3 clusters Score -8572603 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -8572641.000000 Penalty: 5334.460938
	Iteration 25Q: 3 clusters Score -8572641 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -8572656.000000 Penalty: 5334.460938
	Iteration 26Q: 3 clusters Score -8572656 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -8572673.000000 Penalty: 5334.460938
	Iteration 27Q: 3 clusters Score -8572673 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -8572678.000000 Penalty: 5334.460938
	Iteration 28Q: 3 clusters Score -8572678 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -8572731.000000 Penalty: 5334.460938
	Iteration 29Q: 3 clusters Score -8572731 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -8572756.000000 Penalty: 5334.460938
	Iteration 30Q: 3 clusters Score -8572756 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -8572777.000000 Penalty: 5334.460938
	Iteration 31Q: 3 clusters Score -8572777 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -8572783.000000 Penalty: 5334.460938
	Iteration 32Q: 3 clusters Score -8572783 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -8572837.000000 Penalty: 5334.460938
	Iteration 33Q: 3 clusters Score -8572837 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -8572847.000000 Penalty: 5334.460938
	Iteration 34Q: 3 clusters Score -8572847 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -8572880.000000 Penalty: 5334.460938
	Iteration 35Q: 3 clusters Score -8572880 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -8572868.000000 Penalty: 5334.460938
	Iteration 36Q: 3 clusters Score -8572868 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -8572882.000000 Penalty: 5334.460938
	Iteration 37Q: 3 clusters Score -8572882 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -8572915.000000 Penalty: 5334.460938
	Iteration 38Q: 3 clusters Score -8572915 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -8572936.000000 Penalty: 5334.460938
	Iteration 39Q: 3 clusters Score -8572936 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -8572958.000000 Penalty: 5334.460938
	Iteration 40F: 3 clusters Score -8572958 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -8572969.000000 Penalty: 5334.460938
	Iteration 41Q: 3 clusters Score -8572969 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -8572985.000000 Penalty: 5334.460938
	Iteration 42Q: 3 clusters Score -8572985 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -8572979.000000 Penalty: 5334.460938
	Iteration 43Q: 3 clusters Score -8572979 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -8573006.000000 Penalty: 5334.460938
	Iteration 44Q: 3 clusters Score -8573006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -8572998.000000 Penalty: 5334.460938
	Iteration 45Q: 3 clusters Score -8572998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -8572991.000000 Penalty: 5334.460938
	Iteration 46Q: 3 clusters Score -8572991 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -8573000.000000 Penalty: 5334.460938
	Iteration 47Q: 3 clusters Score -8573000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -8573010.000000 Penalty: 5334.460938
	Iteration 48Q: 3 clusters Score -8573010 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -8573014.000000 Penalty: 5334.460938
	Iteration 49Q: 3 clusters Score -8573014 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -8573015.000000 Penalty: 5334.460938
	Iteration 50Q: 3 clusters Score -8573015 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -8573034.000000 Penalty: 5334.460938
	Iteration 51Q: 3 clusters Score -8573034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -8573045.000000 Penalty: 5334.460938
	Iteration 52Q: 3 clusters Score -8573045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -8573044.000000 Penalty: 5334.460938
	Iteration 53Q: 3 clusters Score -8573044 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -8573048.000000 Penalty: 5334.460938
	Iteration 54Q: 3 clusters Score -8573048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -8573051.000000 Penalty: 5334.460938
	Iteration 55Q: 3 clusters Score -8573051 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -8573038.000000 Penalty: 5334.460938
	Iteration 56Q: 3 clusters Score -8573038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -8573047.000000 Penalty: 5334.460938
	Iteration 57Q: 3 clusters Score -8573047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -8573064.000000 Penalty: 5334.460938
	Iteration 58Q: 3 clusters Score -8573064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -8573072.000000 Penalty: 5334.460938
	Iteration 59Q: 3 clusters Score -8573072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -8573065.000000 Penalty: 5334.460938
	Iteration 60F: 3 clusters Score -8573065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -8573072.000000 Penalty: 5334.460938
	Iteration 61Q: 3 clusters Score -8573072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -8573071.000000 Penalty: 5334.460938
	Iteration 62Q: 3 clusters Score -8573071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -8573079.000000 Penalty: 5334.460938
	Iteration 63Q: 3 clusters Score -8573079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -8573085.000000 Penalty: 5334.460938
	Iteration 64Q: 3 clusters Score -8573085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -8573096.000000 Penalty: 5334.460938
	Iteration 65Q: 3 clusters Score -8573096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -8573104.000000 Penalty: 5334.460938
	Iteration 66Q: 3 clusters Score -8573104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -8573103.000000 Penalty: 5334.460938
	Iteration 67Q: 3 clusters Score -8573103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -8573097.000000 Penalty: 5334.460938
	Iteration 68Q: 3 clusters Score -8573097 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -8573090.000000 Penalty: 5334.460938
	Iteration 69Q: 3 clusters Score -8573090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -8573096.000000 Penalty: 5334.460938
	Iteration 70Q: 3 clusters Score -8573096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -8573081.000000 Penalty: 5334.460938
	Iteration 71Q: 3 clusters Score -8573081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -8573075.000000 Penalty: 5334.460938
	Iteration 72Q: 3 clusters Score -8573075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -8573080.000000 Penalty: 5334.460938
	Iteration 73Q: 3 clusters Score -8573080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -8573071.000000 Penalty: 5334.460938
	Iteration 74Q: 3 clusters Score -8573071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -8573080.000000 Penalty: 5334.460938
	Iteration 75Q: 3 clusters Score -8573080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -8573082.000000 Penalty: 5334.460938
	Iteration 76Q: 3 clusters Score -8573082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -8573083.000000 Penalty: 5334.460938
	Iteration 77Q: 3 clusters Score -8573083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -8573077.000000 Penalty: 5334.460938
	Iteration 78Q: 3 clusters Score -8573077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -8573080.000000 Penalty: 5334.460938
	Iteration 79Q: 3 clusters Score -8573080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -8573084.000000 Penalty: 5334.460938
	Iteration 80F: 3 clusters Score -8573084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -8573083.000000 Penalty: 5334.460938
	Iteration 81Q: 3 clusters Score -8573083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -8573081.000000 Penalty: 5334.460938
	Iteration 82Q: 3 clusters Score -8573081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -8573080.000000 Penalty: 5334.460938
	Iteration 83Q: 3 clusters Score -8573080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -8573085.000000 Penalty: 5334.460938
	Iteration 84Q: 3 clusters Score -8573085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -8573085.000000 Penalty: 5334.460938
	Iteration 85F: 3 clusters Score -8573085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -131039.960938 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -131040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -129307.031250 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -129307 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -129678.492188 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -129678.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -129921.773438 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -129921.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -130087.937500 Penalty: 3344.468994
	Iteration 3F: 3 clusters Score -130087.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -130181.992188 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -130182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -130261.882812 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -130261.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -130297.148438 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -130297.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -130319.109375 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -130319.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -130337.414062 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -130337.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -130356.773438 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -130356.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -130370.367188 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -130370.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -130383.351562 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -130383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -130390.242188 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -130390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -130393.132812 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -130393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -130394.406250 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -130394.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -130394.859375 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -130394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -130394.859375 Penalty: 3344.468994
	Iteration 16F: 3 clusters Score -130394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 43848 members 
Mstep: Class 3 contains 46929 members 
Mstep: Class 4 contains 45681 members 
Mstep: Class 5 contains 53333 members 
Mstep: Class 6 contains 45731 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 46098 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45220 members 
Mstep: Class 11 contains 47123 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53781 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43325 members 
Mstep: Class 17 contains 40656 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50086 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48486 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46862 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906592.000000 Penalty: 80096.007812
Iteration 239Q: 25 clusters Score -1.269066e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 43841 members 
Mstep: Class 3 contains 46916 members 
Mstep: Class 4 contains 45725 members 
Mstep: Class 5 contains 53302 members 
Mstep: Class 6 contains 45732 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 46113 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45210 members 
Mstep: Class 11 contains 47143 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53810 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43339 members 
Mstep: Class 17 contains 40621 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50051 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48490 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46848 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906624.000000 Penalty: 80096.007812
Iteration 240F: 25 clusters Score -1.269066e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 43836 members 
Mstep: Class 3 contains 46867 members 
Mstep: Class 4 contains 45777 members 
Mstep: Class 5 contains 53292 members 
Mstep: Class 6 contains 45743 members 
Mstep: Class 7 contains 2329 members 
Mstep: Class 8 contains 46071 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45215 members 
Mstep: Class 11 contains 47162 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53866 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43364 members 
Mstep: Class 17 contains 40577 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50026 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48510 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46830 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906776.000000 Penalty: 80096.007812
Iteration 241Q: 25 clusters Score -1.269068e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 43840 members 
Mstep: Class 3 contains 46839 members 
Mstep: Class 4 contains 45809 members 
Mstep: Class 5 contains 53274 members 
Mstep: Class 6 contains 45738 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 46066 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45204 members 
Mstep: Class 11 contains 47168 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53891 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43377 members 
Mstep: Class 17 contains 40561 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50028 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48530 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46811 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906728.000000 Penalty: 80096.007812
Iteration 242Q: 25 clusters Score -1.269067e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 43833 members 
Mstep: Class 3 contains 46821 members 
Mstep: Class 4 contains 45871 members 
Mstep: Class 5 contains 53254 members 
Mstep: Class 6 contains 45724 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 46061 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45213 members 
Mstep: Class 11 contains 47162 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53892 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43366 members 
Mstep: Class 17 contains 40561 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50026 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48565 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46782 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906696.000000 Penalty: 80096.007812
Iteration 243Q: 25 clusters Score -1.269067e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 43822 members 
Mstep: Class 3 contains 46824 members 
Mstep: Class 4 contains 45913 members 
Mstep: Class 5 contains 53257 members 
Mstep: Class 6 contains 45726 members 
Mstep: Class 7 contains 2294 members 
Mstep: Class 8 contains 46034 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45218 members 
Mstep: Class 11 contains 47163 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53896 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43359 members 
Mstep: Class 17 contains 40546 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 50001 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48596 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46777 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906488.000000 Penalty: 80096.007812
Iteration 244Q: 25 clusters Score -1.269065e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 43814 members 
Mstep: Class 3 contains 46848 members 
Mstep: Class 4 contains 45939 members 
Mstep: Class 5 contains 53227 members 
Mstep: Class 6 contains 45709 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 46012 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45230 members 
Mstep: Class 11 contains 47170 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 53927 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43339 members 
Mstep: Class 17 contains 40550 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 49982 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48623 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46757 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906568.000000 Penalty: 80096.007812
Iteration 245Q: 25 clusters Score -1.269066e+08 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 43822 members 
Mstep: Class 3 contains 46834 members 
Mstep: Class 4 contains 45979 members 
Mstep: Class 5 contains 53188 members 
Mstep: Class 6 contains 45710 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 45962 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45253 members 
Mstep: Class 11 contains 47175 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 53961 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43342 members 
Mstep: Class 17 contains 40563 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 49964 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48624 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46758 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906408.000000 Penalty: 80096.007812
Iteration 246Q: 25 clusters Score -1.269064e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 43844 members 
Mstep: Class 3 contains 46840 members 
Mstep: Class 4 contains 45987 members 
Mstep: Class 5 contains 53161 members 
Mstep: Class 6 contains 45710 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 45925 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45279 members 
Mstep: Class 11 contains 47191 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54000 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43324 members 
Mstep: Class 17 contains 40546 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 49934 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48631 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46761 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906480.000000 Penalty: 80096.007812
Iteration 247Q: 25 clusters Score -1.269065e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 43871 members 
Mstep: Class 3 contains 46798 members 
Mstep: Class 4 contains 45981 members 
Mstep: Class 5 contains 53143 members 
Mstep: Class 6 contains 45699 members 
Mstep: Class 7 contains 2243 members 
Mstep: Class 8 contains 45877 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45322 members 
Mstep: Class 11 contains 47206 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54037 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43324 members 
Mstep: Class 17 contains 40529 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 49917 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48670 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46759 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906424.000000 Penalty: 80096.007812
Iteration 248Q: 25 clusters Score -1.269064e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 43889 members 
Mstep: Class 3 contains 46809 members 
Mstep: Class 4 contains 45966 members 
Mstep: Class 5 contains 53160 members 
Mstep: Class 6 contains 45665 members 
Mstep: Class 7 contains 2232 members 
Mstep: Class 8 contains 45846 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45340 members 
Mstep: Class 11 contains 47207 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54046 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43325 members 
Mstep: Class 17 contains 40528 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 49901 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48700 members 
Mstep: Class 22 contains 2503 members 
Mstep: Class 23 contains 46743 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906544.000000 Penalty: 80096.007812
Iteration 249Q: 25 clusters Score -1.269065e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 43888 members 
Mstep: Class 3 contains 46830 members 
Mstep: Class 4 contains 45981 members 
Mstep: Class 5 contains 53169 members 
Mstep: Class 6 contains 45678 members 
Mstep: Class 7 contains 2220 members 
Mstep: Class 8 contains 45807 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45310 members 
Mstep: Class 11 contains 47200 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54070 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43321 members 
Mstep: Class 17 contains 40528 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 49901 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48710 members 
Mstep: Class 22 contains 2504 members 
Mstep: Class 23 contains 46727 members 
Mstep: Class 24 contains 848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906664.000000 Penalty: 80096.007812
Iteration 250Q: 25 clusters Score -1.269067e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 43912 members 
Mstep: Class 3 contains 46845 members 
Mstep: Class 4 contains 45969 members 
Mstep: Class 5 contains 53171 members 
Mstep: Class 6 contains 45646 members 
Mstep: Class 7 contains 2213 members 
Mstep: Class 8 contains 45776 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45313 members 
Mstep: Class 11 contains 47200 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54073 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43314 members 
Mstep: Class 17 contains 40560 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 49884 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48725 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 46718 members 
Mstep: Class 24 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906632.000000 Penalty: 80096.007812
Iteration 251Q: 25 clusters Score -1.269066e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 43909 members 
Mstep: Class 3 contains 46852 members 
Mstep: Class 4 contains 45938 members 
Mstep: Class 5 contains 53204 members 
Mstep: Class 6 contains 45625 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 45738 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45328 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54080 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43293 members 
Mstep: Class 17 contains 40594 members 
Mstep: Class 18 contains 563 members 
Mstep: Class 19 contains 49895 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48738 members 
Mstep: Class 22 contains 2504 members 
Mstep: Class 23 contains 46718 members 
Mstep: Class 24 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906968.000000 Penalty: 80096.007812
Iteration 252Q: 25 clusters Score -1.26907e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 43909 members 
Mstep: Class 3 contains 46845 members 
Mstep: Class 4 contains 45918 members 
Mstep: Class 5 contains 53224 members 
Mstep: Class 6 contains 45600 members 
Mstep: Class 7 contains 2202 members 
Mstep: Class 8 contains 45694 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45330 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54135 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43254 members 
Mstep: Class 17 contains 40624 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49903 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48769 members 
Mstep: Class 22 contains 2504 members 
Mstep: Class 23 contains 46696 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906872.000000 Penalty: 80096.007812
Iteration 253Q: 25 clusters Score -1.269069e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 43929 members 
Mstep: Class 3 contains 46862 members 
Mstep: Class 4 contains 45908 members 
Mstep: Class 5 contains 53219 members 
Mstep: Class 6 contains 45575 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 45642 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45334 members 
Mstep: Class 11 contains 47189 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54148 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43240 members 
Mstep: Class 17 contains 40648 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49917 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48802 members 
Mstep: Class 22 contains 2505 members 
Mstep: Class 23 contains 46668 members 
Mstep: Class 24 contains 859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906600.000000 Penalty: 80096.007812
Iteration 254Q: 25 clusters Score -1.269066e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 43937 members 
Mstep: Class 3 contains 46844 members 
Mstep: Class 4 contains 45935 members 
Mstep: Class 5 contains 53219 members 
Mstep: Class 6 contains 45576 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 45601 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45332 members 
Mstep: Class 11 contains 47175 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54191 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43210 members 
Mstep: Class 17 contains 40682 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49926 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48809 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 46650 members 
Mstep: Class 24 contains 861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906672.000000 Penalty: 80096.007812
Iteration 255Q: 25 clusters Score -1.269067e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 43935 members 
Mstep: Class 3 contains 46821 members 
Mstep: Class 4 contains 45948 members 
Mstep: Class 5 contains 53239 members 
Mstep: Class 6 contains 45594 members 
Mstep: Class 7 contains 2167 members 
Mstep: Class 8 contains 45576 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45322 members 
Mstep: Class 11 contains 47170 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54214 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43202 members 
Mstep: Class 17 contains 40701 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49934 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48794 members 
Mstep: Class 22 contains 2509 members 
Mstep: Class 23 contains 46630 members 
Mstep: Class 24 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907000.000000 Penalty: 80096.007812
Iteration 256Q: 25 clusters Score -1.26907e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 43929 members 
Mstep: Class 3 contains 46810 members 
Mstep: Class 4 contains 45987 members 
Mstep: Class 5 contains 53281 members 
Mstep: Class 6 contains 45579 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 45520 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45329 members 
Mstep: Class 11 contains 47168 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54238 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43191 members 
Mstep: Class 17 contains 40727 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49936 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48768 members 
Mstep: Class 22 contains 2512 members 
Mstep: Class 23 contains 46609 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907288.000000 Penalty: 80096.007812
Iteration 257Q: 25 clusters Score -1.269073e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 43936 members 
Mstep: Class 3 contains 46815 members 
Mstep: Class 4 contains 46020 members 
Mstep: Class 5 contains 53294 members 
Mstep: Class 6 contains 45583 members 
Mstep: Class 7 contains 2148 members 
Mstep: Class 8 contains 45467 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45343 members 
Mstep: Class 11 contains 47162 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54259 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43168 members 
Mstep: Class 17 contains 40730 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49938 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48757 members 
Mstep: Class 22 contains 2512 members 
Mstep: Class 23 contains 46589 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907336.000000 Penalty: 80096.007812
Iteration 258Q: 25 clusters Score -1.269073e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 43941 members 
Mstep: Class 3 contains 46810 members 
Mstep: Class 4 contains 46049 members 
Mstep: Class 5 contains 53330 members 
Mstep: Class 6 contains 45604 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 45460 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45315 members 
Mstep: Class 11 contains 47150 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54247 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43171 members 
Mstep: Class 17 contains 40701 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49939 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48753 members 
Mstep: Class 22 contains 2512 members 
Mstep: Class 23 contains 46577 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907336.000000 Penalty: 80096.007812
Iteration 259Q: 25 clusters Score -1.269073e+08 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 43962 members 
Mstep: Class 3 contains 46806 members 
Mstep: Class 4 contains 46085 members 
Mstep: Class 5 contains 53356 members 
Mstep: Class 6 contains 45586 members 
Mstep: Class 7 contains 2136 members 
Mstep: Class 8 contains 45418 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45325 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54239 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43156 members 
Mstep: Class 17 contains 40715 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49930 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48759 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 46563 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907216.000000 Penalty: 80096.007812
Iteration 260F: 25 clusters Score -1.269072e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 43950 members 
Mstep: Class 3 contains 46794 members 
Mstep: Class 4 contains 46099 members 
Mstep: Class 5 contains 53372 members 
Mstep: Class 6 contains 45606 members 
Mstep: Class 7 contains 2130 members 
Mstep: Class 8 contains 45399 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45324 members 
Mstep: Class 11 contains 47137 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54231 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43139 members 
Mstep: Class 17 contains 40750 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49926 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48769 members 
Mstep: Class 22 contains 2516 members 
Mstep: Class 23 contains 46531 members 
Mstep: Class 24 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907384.000000 Penalty: 80096.007812
Iteration 261Q: 25 clusters Score -1.269074e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 43931 members 
Mstep: Class 3 contains 46792 members 
Mstep: Class 4 contains 46094 members 
Mstep: Class 5 contains 53387 members 
Mstep: Class 6 contains 45634 members 
Mstep: Class 7 contains 2124 members 
Mstep: Class 8 contains 45397 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45292 members 
Mstep: Class 11 contains 47116 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54240 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43117 members 
Mstep: Class 17 contains 40770 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49933 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48797 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 46512 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907312.000000 Penalty: 80096.007812
Iteration 262Q: 25 clusters Score -1.269073e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 43925 members 
Mstep: Class 3 contains 46802 members 
Mstep: Class 4 contains 46085 members 
Mstep: Class 5 contains 53390 members 
Mstep: Class 6 contains 45658 members 
Mstep: Class 7 contains 2120 members 
Mstep: Class 8 contains 45411 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45276 members 
Mstep: Class 11 contains 47114 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54240 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43095 members 
Mstep: Class 17 contains 40787 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49920 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48808 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 46494 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907224.000000 Penalty: 80096.007812
Iteration 263Q: 25 clusters Score -1.269072e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 43910 members 
Mstep: Class 3 contains 46794 members 
Mstep: Class 4 contains 46056 members 
Mstep: Class 5 contains 53401 members 
Mstep: Class 6 contains 45689 members 
Mstep: Class 7 contains 2115 members 
Mstep: Class 8 contains 45416 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45286 members 
Mstep: Class 11 contains 47126 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54250 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43078 members 
Mstep: Class 17 contains 40803 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49908 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48828 members 
Mstep: Class 22 contains 2517 members 
Mstep: Class 23 contains 46465 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907264.000000 Penalty: 80096.007812
Iteration 264Q: 25 clusters Score -1.269073e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 43890 members 
Mstep: Class 3 contains 46776 members 
Mstep: Class 4 contains 46055 members 
Mstep: Class 5 contains 53378 members 
Mstep: Class 6 contains 45719 members 
Mstep: Class 7 contains 2103 members 
Mstep: Class 8 contains 45419 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45275 members 
Mstep: Class 11 contains 47143 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54279 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43080 members 
Mstep: Class 17 contains 40797 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49916 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48834 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 46445 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907200.000000 Penalty: 80096.007812
Iteration 265Q: 25 clusters Score -1.269072e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 43873 members 
Mstep: Class 3 contains 46772 members 
Mstep: Class 4 contains 46060 members 
Mstep: Class 5 contains 53364 members 
Mstep: Class 6 contains 45736 members 
Mstep: Class 7 contains 2091 members 
Mstep: Class 8 contains 45386 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45247 members 
Mstep: Class 11 contains 47160 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54274 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43098 members 
Mstep: Class 17 contains 40819 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49931 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48853 members 
Mstep: Class 22 contains 2518 members 
Mstep: Class 23 contains 46425 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907328.000000 Penalty: 80096.007812
Iteration 266Q: 25 clusters Score -1.269073e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 43860 members 
Mstep: Class 3 contains 46776 members 
Mstep: Class 4 contains 46073 members 
Mstep: Class 5 contains 53351 members 
Mstep: Class 6 contains 45749 members 
Mstep: Class 7 contains 2080 members 
Mstep: Class 8 contains 45313 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45242 members 
Mstep: Class 11 contains 47188 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54290 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43107 members 
Mstep: Class 17 contains 40834 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49930 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48858 members 
Mstep: Class 22 contains 2519 members 
Mstep: Class 23 contains 46420 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907168.000000 Penalty: 80096.007812
Iteration 267Q: 25 clusters Score -1.269072e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 43883 members 
Mstep: Class 3 contains 46792 members 
Mstep: Class 4 contains 46061 members 
Mstep: Class 5 contains 53328 members 
Mstep: Class 6 contains 45775 members 
Mstep: Class 7 contains 2073 members 
Mstep: Class 8 contains 45281 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45234 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54287 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43109 members 
Mstep: Class 17 contains 40858 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49931 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48859 members 
Mstep: Class 22 contains 2520 members 
Mstep: Class 23 contains 46411 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907288.000000 Penalty: 80096.007812
Iteration 268Q: 25 clusters Score -1.269073e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 43883 members 
Mstep: Class 3 contains 46798 members 
Mstep: Class 4 contains 46070 members 
Mstep: Class 5 contains 53282 members 
Mstep: Class 6 contains 45782 members 
Mstep: Class 7 contains 2070 members 
Mstep: Class 8 contains 45267 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45229 members 
Mstep: Class 11 contains 47193 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54293 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43096 members 
Mstep: Class 17 contains 40886 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49926 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48851 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 46433 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907232.000000 Penalty: 80096.007812
Iteration 269Q: 25 clusters Score -1.269072e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 43882 members 
Mstep: Class 3 contains 46803 members 
Mstep: Class 4 contains 46092 members 
Mstep: Class 5 contains 53252 members 
Mstep: Class 6 contains 45792 members 
Mstep: Class 7 contains 2066 members 
Mstep: Class 8 contains 45268 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45227 members 
Mstep: Class 11 contains 47210 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54272 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43102 members 
Mstep: Class 17 contains 40904 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49923 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48807 members 
Mstep: Class 22 contains 2521 members 
Mstep: Class 23 contains 46452 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907064.000000 Penalty: 80096.007812
Iteration 270Q: 25 clusters Score -1.269071e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 43885 members 
Mstep: Class 3 contains 46805 members 
Mstep: Class 4 contains 46100 members 
Mstep: Class 5 contains 53248 members 
Mstep: Class 6 contains 45779 members 
Mstep: Class 7 contains 2064 members 
Mstep: Class 8 contains 45281 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45226 members 
Mstep: Class 11 contains 47206 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54253 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43120 members 
Mstep: Class 17 contains 40906 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49928 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48789 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 46464 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907256.000000 Penalty: 80096.007812
Iteration 271Q: 25 clusters Score -1.269073e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 43876 members 
Mstep: Class 3 contains 46807 members 
Mstep: Class 4 contains 46103 members 
Mstep: Class 5 contains 53229 members 
Mstep: Class 6 contains 45787 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 45309 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45212 members 
Mstep: Class 11 contains 47198 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54241 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43123 members 
Mstep: Class 17 contains 40927 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49920 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48776 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 46485 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907408.000000 Penalty: 80096.007812
Iteration 272Q: 25 clusters Score -1.269074e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 43890 members 
Mstep: Class 3 contains 46804 members 
Mstep: Class 4 contains 46110 members 
Mstep: Class 5 contains 53205 members 
Mstep: Class 6 contains 45793 members 
Mstep: Class 7 contains 2057 members 
Mstep: Class 8 contains 45305 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45187 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54225 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43117 members 
Mstep: Class 17 contains 40962 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49921 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48765 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 46509 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907592.000000 Penalty: 80096.007812
Iteration 273Q: 25 clusters Score -1.269076e+08 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 43883 members 
Mstep: Class 3 contains 46820 members 
Mstep: Class 4 contains 46136 members 
Mstep: Class 5 contains 53177 members 
Mstep: Class 6 contains 45781 members 
Mstep: Class 7 contains 2053 members 
Mstep: Class 8 contains 45329 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45184 members 
Mstep: Class 11 contains 47181 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54201 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43092 members 
Mstep: Class 17 contains 40987 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49928 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48770 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 46531 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907928.000000 Penalty: 80096.007812
Iteration 274Q: 25 clusters Score -1.269079e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 43877 members 
Mstep: Class 3 contains 46829 members 
Mstep: Class 4 contains 46153 members 
Mstep: Class 5 contains 53175 members 
Mstep: Class 6 contains 45783 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 45334 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45196 members 
Mstep: Class 11 contains 47167 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54194 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43074 members 
Mstep: Class 17 contains 41024 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49911 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48756 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 46543 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3332.065186 but Gain 3337.328125
Score: -126908040.000000 Penalty: 76758.679688
Iteration 275Q: 24 clusters Score -1.26908e+08 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 43928 members 
Mstep: Class 3 contains 47281 members 
Mstep: Class 4 contains 46428 members 
Mstep: Class 5 contains 53158 members 
Mstep: Class 6 contains 46581 members 
Mstep: Class 8 contains 45347 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45186 members 
Mstep: Class 11 contains 47159 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54202 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43245 members 
Mstep: Class 17 contains 41209 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49904 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48773 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 46638 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909632.000000 Penalty: 76758.679688
Iteration 276Q: 24 clusters Score -1.269096e+08 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 43917 members 
Mstep: Class 3 contains 47002 members 
Mstep: Class 4 contains 46434 members 
Mstep: Class 5 contains 53266 members 
Mstep: Class 6 contains 46449 members 
Mstep: Class 8 contains 45366 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45208 members 
Mstep: Class 11 contains 47154 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54261 members 
Mstep: Class 14 contains 536 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43295 members 
Mstep: Class 17 contains 41299 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49899 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48792 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 46694 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909760.000000 Penalty: 76758.679688
Iteration 277Q: 24 clusters Score -1.269098e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 43909 members 
Mstep: Class 3 contains 46955 members 
Mstep: Class 4 contains 46389 members 
Mstep: Class 5 contains 53287 members 
Mstep: Class 6 contains 46339 members 
Mstep: Class 8 contains 45397 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45193 members 
Mstep: Class 11 contains 47150 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54309 members 
Mstep: Class 14 contains 535 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43336 members 
Mstep: Class 17 contains 41346 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49908 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48790 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 46726 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909736.000000 Penalty: 76758.679688
Iteration 278Q: 24 clusters Score -1.269097e+08 nChanged 1751
Entering ConstructFrom: 
Score: -126909736.000000 Penalty: 76758.679688
Entering ConstructFrom: 
Trying to split cluster 1 (32844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Entering Unmasked Estep 
Score: -5889799.500000 Penalty: 2579.082031
	Iteration 0F: 2 clusters Score -5889800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -5867484.500000 Penalty: 5158.164062
	Iteration 0F: 3 clusters Score -5867484 nChanged 14815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -5875423.000000 Penalty: 5158.164062
	Iteration 1F: 3 clusters Score -5875423 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -5875985.500000 Penalty: 5158.164062
	Iteration 2Q: 3 clusters Score -5875986 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -5876555.000000 Penalty: 5158.164062
	Iteration 3Q: 3 clusters Score -5876555 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -5877242.000000 Penalty: 5158.164062
	Iteration 4Q: 3 clusters Score -5877242 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -5878064.500000 Penalty: 5158.164062
	Iteration 5Q: 3 clusters Score -5878064 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -5878949.500000 Penalty: 5158.164062
	Iteration 6Q: 3 clusters Score -5878950 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -5879848.000000 Penalty: 5158.164062
	Iteration 7Q: 3 clusters Score -5879848 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -5880719.000000 Penalty: 5158.164062
	Iteration 8Q: 3 clusters Score -5880719 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -5881700.000000 Penalty: 5158.164062
	Iteration 9Q: 3 clusters Score -5881700 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -5882635.500000 Penalty: 5158.164062
	Iteration 10Q: 3 clusters Score -5882636 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -5883629.000000 Penalty: 5158.164062
	Iteration 11Q: 3 clusters Score -5883629 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -5884526.000000 Penalty: 5158.164062
	Iteration 12Q: 3 clusters Score -5884526 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -5885257.000000 Penalty: 5158.164062
	Iteration 13Q: 3 clusters Score -5885257 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -5885878.000000 Penalty: 5158.164062
	Iteration 14Q: 3 clusters Score -5885878 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5886343.000000 Penalty: 5158.164062
	Iteration 15Q: 3 clusters Score -5886343 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5886671.500000 Penalty: 5158.164062
	Iteration 16Q: 3 clusters Score -5886672 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5886904.000000 Penalty: 5158.164062
	Iteration 17Q: 3 clusters Score -5886904 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5887095.500000 Penalty: 5158.164062
	Iteration 18Q: 3 clusters Score -5887096 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5887220.000000 Penalty: 5158.164062
	Iteration 19Q: 3 clusters Score -5887220 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5887328.500000 Penalty: 5158.164062
	Iteration 20F: 3 clusters Score -5887328 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5887407.000000 Penalty: 5158.164062
	Iteration 21Q: 3 clusters Score -5887407 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5887468.500000 Penalty: 5158.164062
	Iteration 22Q: 3 clusters Score -5887468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5887512.500000 Penalty: 5158.164062
	Iteration 23Q: 3 clusters Score -5887512 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5887552.000000 Penalty: 5158.164062
	Iteration 24Q: 3 clusters Score -5887552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5887581.500000 Penalty: 5158.164062
	Iteration 25Q: 3 clusters Score -5887582 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5887593.500000 Penalty: 5158.164062
	Iteration 26Q: 3 clusters Score -5887594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5887611.000000 Penalty: 5158.164062
	Iteration 27Q: 3 clusters Score -5887611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5887636.000000 Penalty: 5158.164062
	Iteration 28Q: 3 clusters Score -5887636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5887645.500000 Penalty: 5158.164062
	Iteration 29Q: 3 clusters Score -5887646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5887655.000000 Penalty: 5158.164062
	Iteration 30Q: 3 clusters Score -5887655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5887664.000000 Penalty: 5158.164062
	Iteration 31Q: 3 clusters Score -5887664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5887669.000000 Penalty: 5158.164062
	Iteration 32Q: 3 clusters Score -5887669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5887681.000000 Penalty: 5158.164062
	Iteration 33Q: 3 clusters Score -5887681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5887681.500000 Penalty: 5158.164062
	Iteration 34Q: 3 clusters Score -5887682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5887670.500000 Penalty: 5158.164062
	Iteration 35Q: 3 clusters Score -5887670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5887677.000000 Penalty: 5158.164062
	Iteration 36Q: 3 clusters Score -5887677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5887680.500000 Penalty: 5158.164062
	Iteration 37Q: 3 clusters Score -5887680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5887682.000000 Penalty: 5158.164062
	Iteration 38Q: 3 clusters Score -5887682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5887681.000000 Penalty: 5158.164062
	Iteration 39Q: 3 clusters Score -5887681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5887681.000000 Penalty: 5158.164062
	Iteration 40F: 3 clusters Score -5887681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Entering Unmasked Estep 
Score: -8108299.000000 Penalty: 2651.032471
	Iteration 0F: 2 clusters Score -8108299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -8079432.500000 Penalty: 5302.064941
	Iteration 0F: 3 clusters Score -8079432 nChanged 20110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -8090350.500000 Penalty: 5302.064941
	Iteration 1F: 3 clusters Score -8090350 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -8090837.500000 Penalty: 5302.064941
	Iteration 2Q: 3 clusters Score -8090838 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -8091239.000000 Penalty: 5302.064941
	Iteration 3Q: 3 clusters Score -8091239 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -8091665.000000 Penalty: 5302.064941
	Iteration 4Q: 3 clusters Score -8091665 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -8092261.000000 Penalty: 5302.064941
	Iteration 5Q: 3 clusters Score -8092261 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -8093024.500000 Penalty: 5302.064941
	Iteration 6Q: 3 clusters Score -8093024 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -8093953.000000 Penalty: 5302.064941
	Iteration 7Q: 3 clusters Score -8093953 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -8095118.000000 Penalty: 5302.064941
	Iteration 8Q: 3 clusters Score -8095118 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -8096753.000000 Penalty: 5302.064941
	Iteration 9F: 3 clusters Score -8096753 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -8098832.500000 Penalty: 5302.064941
	Iteration 10F: 3 clusters Score -8098832 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -8100723.000000 Penalty: 5302.064941
	Iteration 11F: 3 clusters Score -8100723 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -8101831.500000 Penalty: 5302.064941
	Iteration 12F: 3 clusters Score -8101832 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -8102278.000000 Penalty: 5302.064941
	Iteration 13Q: 3 clusters Score -8102278 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -8102498.500000 Penalty: 5302.064941
	Iteration 14Q: 3 clusters Score -8102498 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -8102607.500000 Penalty: 5302.064941
	Iteration 15Q: 3 clusters Score -8102608 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -8102724.000000 Penalty: 5302.064941
	Iteration 16Q: 3 clusters Score -8102724 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -8102802.000000 Penalty: 5302.064941
	Iteration 17Q: 3 clusters Score -8102802 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -8102850.500000 Penalty: 5302.064941
	Iteration 18Q: 3 clusters Score -8102850 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -8102903.500000 Penalty: 5302.064941
	Iteration 19Q: 3 clusters Score -8102904 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -8102957.500000 Penalty: 5302.064941
	Iteration 20F: 3 clusters Score -8102958 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -8103020.000000 Penalty: 5302.064941
	Iteration 21Q: 3 clusters Score -8103020 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -8103075.000000 Penalty: 5302.064941
	Iteration 22Q: 3 clusters Score -8103075 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -8103110.500000 Penalty: 5302.064941
	Iteration 23Q: 3 clusters Score -8103110 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -8103155.500000 Penalty: 5302.064941
	Iteration 24Q: 3 clusters Score -8103156 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -8103190.000000 Penalty: 5302.064941
	Iteration 25Q: 3 clusters Score -8103190 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -8103213.500000 Penalty: 5302.064941
	Iteration 26Q: 3 clusters Score -8103214 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -8103249.500000 Penalty: 5302.064941
	Iteration 27Q: 3 clusters Score -8103250 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -8103286.500000 Penalty: 5302.064941
	Iteration 28Q: 3 clusters Score -8103286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -8103324.000000 Penalty: 5302.064941
	Iteration 29Q: 3 clusters Score -8103324 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -8103345.500000 Penalty: 5302.064941
	Iteration 30Q: 3 clusters Score -8103346 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -8103353.000000 Penalty: 5302.064941
	Iteration 31Q: 3 clusters Score -8103353 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -8103381.500000 Penalty: 5302.064941
	Iteration 32Q: 3 clusters Score -8103382 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -8103400.500000 Penalty: 5302.064941
	Iteration 33Q: 3 clusters Score -8103400 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -8103463.500000 Penalty: 5302.064941
	Iteration 34Q: 3 clusters Score -8103464 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -8103498.000000 Penalty: 5302.064941
	Iteration 35Q: 3 clusters Score -8103498 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -8103536.500000 Penalty: 5302.064941
	Iteration 36Q: 3 clusters Score -8103536 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -8103592.000000 Penalty: 5302.064941
	Iteration 37Q: 3 clusters Score -8103592 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -8103629.000000 Penalty: 5302.064941
	Iteration 38Q: 3 clusters Score -8103629 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -8103662.500000 Penalty: 5302.064941
	Iteration 39Q: 3 clusters Score -8103662 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -8103702.000000 Penalty: 5302.064941
	Iteration 40F: 3 clusters Score -8103702 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -8103776.500000 Penalty: 5302.064941
	Iteration 41Q: 3 clusters Score -8103776 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -8103851.500000 Penalty: 5302.064941
	Iteration 42Q: 3 clusters Score -8103852 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -8103913.500000 Penalty: 5302.064941
	Iteration 43Q: 3 clusters Score -8103914 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -8104002.000000 Penalty: 5302.064941
	Iteration 44Q: 3 clusters Score -8104002 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -8104053.500000 Penalty: 5302.064941
	Iteration 45Q: 3 clusters Score -8104054 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -8104133.000000 Penalty: 5302.064941
	Iteration 46Q: 3 clusters Score -8104133 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -8104168.500000 Penalty: 5302.064941
	Iteration 47Q: 3 clusters Score -8104168 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -8104266.000000 Penalty: 5302.064941
	Iteration 48Q: 3 clusters Score -8104266 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -8104383.500000 Penalty: 5302.064941
	Iteration 49Q: 3 clusters Score -8104384 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -8104456.500000 Penalty: 5302.064941
	Iteration 50Q: 3 clusters Score -8104456 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -8104608.500000 Penalty: 5302.064941
	Iteration 52Q: 3 clusters Score -8104608 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8104684 nChanged 347
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Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8104778 nChanged 336
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8104836 nChanged 317
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Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8104884 nChanged 316
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Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8105078 nChanged 263
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Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8105143 nChanged 294
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Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8105198 nChanged 279
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Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8105282 nChanged 267
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8105330 nChanged 268
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Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8105402 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8105424 nChanged 248
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Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8105494 nChanged 256
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Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8105563 nChanged 259
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Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8105602 nChanged 262
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Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8105692 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8105724 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8105772 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8105780 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8105838 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8105896 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8105907 nChanged 179
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Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8105964 nChanged 158
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Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8105996 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8106024 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8106045 nChanged 163
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Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8106100 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8106137 nChanged 165
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Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8106154 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8106182 nChanged 138
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Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8106215 nChanged 129
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Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8106232 nChanged 128
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Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8106236 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8106277 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8106319 nChanged 115
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Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8106344 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8106352 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8106380 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8106402 nChanged 107
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Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8106418 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8106451 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8106474 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8106500 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8106518 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3902 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8106536 nChanged 109
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Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8106560 nChanged 106
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Mstep: Class 1 contains 3691 members 
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	Iteration 100F: 3 clusters Score -8106582 nChanged 99
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Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8106595 nChanged 87
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Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8106626 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8106642 nChanged 84
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Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 40562 members 
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	Iteration 104Q: 3 clusters Score -8106667 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3265 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8106682 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 40717 members 
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	Iteration 106Q: 3 clusters Score -8106711 nChanged 67
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Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8106719 nChanged 66
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Mstep: Class 1 contains 3049 members 
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	Iteration 108Q: 3 clusters Score -8106716 nChanged 65
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Mstep: Class 1 contains 2984 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8106727 nChanged 54
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Mstep: Class 1 contains 2930 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8106746 nChanged 47
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Mstep: Class 1 contains 2883 members 
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Entering Unmasked Estep 
Score: -8106753.500000 Penalty: 5302.064941
	Iteration 111Q: 3 clusters Score -8106754 nChanged 52
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Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8106772 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 41123 members 
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	Iteration 113Q: 3 clusters Score -8106773 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2712 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8106797 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2653 members 
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Score: -8106803.000000 Penalty: 5302.064941
	Iteration 115Q: 3 clusters Score -8106803 nChanged 58
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Mstep: Class 1 contains 2595 members 
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	Iteration 116Q: 3 clusters Score -8106810 nChanged 58
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Mstep: Class 1 contains 2537 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8106820 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2483 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8106829 nChanged 62
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Mstep: Class 1 contains 2421 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8106844 nChanged 67
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Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8106866 nChanged 60
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Mstep: Class 1 contains 2294 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8106872 nChanged 49
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Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8106870 nChanged 30
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Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8106877 nChanged 25
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Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 41709 members 
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	Iteration 124Q: 3 clusters Score -8106876 nChanged 18
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Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 41727 members 
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	Iteration 125Q: 3 clusters Score -8106876 nChanged 30
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Mstep: Class 1 contains 2142 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8106878 nChanged 25
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Mstep: Class 1 contains 2117 members 
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	Iteration 127Q: 3 clusters Score -8106880 nChanged 25
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Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 41807 members 
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	Iteration 128Q: 3 clusters Score -8106884 nChanged 30
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Mstep: Class 1 contains 2062 members 
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	Iteration 129Q: 3 clusters Score -8106894 nChanged 26
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	Iteration 130Q: 3 clusters Score -8106892 nChanged 27
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Mstep: Class 2 contains 41890 members 
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	Iteration 131Q: 3 clusters Score -8106885 nChanged 22
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8106884 nChanged 19
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Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 41931 members 
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	Iteration 133Q: 3 clusters Score -8106887 nChanged 23
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Mstep: Class 1 contains 1945 members 
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	Iteration 134Q: 3 clusters Score -8106886 nChanged 15
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Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 41969 members 
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	Iteration 135Q: 3 clusters Score -8106880 nChanged 14
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Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -8106882.000000 Penalty: 5302.064941
	Iteration 136Q: 3 clusters Score -8106882 nChanged 15
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Mstep: Class 1 contains 1901 members 
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	Iteration 137Q: 3 clusters Score -8106880 nChanged 16
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Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 42014 members 
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	Iteration 138Q: 3 clusters Score -8106886 nChanged 15
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	Iteration 139Q: 3 clusters Score -8106893 nChanged 14
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Entering Unmasked Estep 
Score: -8106891.500000 Penalty: 5302.064941
	Iteration 140F: 3 clusters Score -8106892 nChanged 14
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8106904 nChanged 13
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	Iteration 142Q: 3 clusters Score -8106911 nChanged 16
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	Iteration 143Q: 3 clusters Score -8106915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -8106920.500000 Penalty: 5302.064941
	Iteration 144Q: 3 clusters Score -8106920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -8106905.000000 Penalty: 5302.064941
	Iteration 145Q: 3 clusters Score -8106905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -8106916.000000 Penalty: 5302.064941
	Iteration 146Q: 3 clusters Score -8106916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -8106914.500000 Penalty: 5302.064941
	Iteration 147Q: 3 clusters Score -8106914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -8106912.000000 Penalty: 5302.064941
	Iteration 148Q: 3 clusters Score -8106912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -8106904.500000 Penalty: 5302.064941
	Iteration 149Q: 3 clusters Score -8106904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -8106903.000000 Penalty: 5302.064941
	Iteration 150Q: 3 clusters Score -8106903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -8106901.500000 Penalty: 5302.064941
	Iteration 151Q: 3 clusters Score -8106902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -8106904.000000 Penalty: 5302.064941
	Iteration 152Q: 3 clusters Score -8106904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -8106903.500000 Penalty: 5302.064941
	Iteration 153Q: 3 clusters Score -8106904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -8106908.500000 Penalty: 5302.064941
	Iteration 154Q: 3 clusters Score -8106908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -8106902.500000 Penalty: 5302.064941
	Iteration 155Q: 3 clusters Score -8106902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -8106908.500000 Penalty: 5302.064941
	Iteration 156Q: 3 clusters Score -8106908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -8106899.000000 Penalty: 5302.064941
	Iteration 157Q: 3 clusters Score -8106899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -8106899.000000 Penalty: 5302.064941
	Iteration 158F: 3 clusters Score -8106899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Entering Unmasked Estep 
Score: -8769207.000000 Penalty: 2667.574463
	Iteration 0F: 2 clusters Score -8769207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -8740603.000000 Penalty: 5335.148926
	Iteration 0F: 3 clusters Score -8740603 nChanged 21543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -8752698.000000 Penalty: 5335.148926
	Iteration 1F: 3 clusters Score -8752698 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -8753495.000000 Penalty: 5335.148926
	Iteration 2Q: 3 clusters Score -8753495 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -8754316.000000 Penalty: 5335.148926
	Iteration 3Q: 3 clusters Score -8754316 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -8755479.000000 Penalty: 5335.148926
	Iteration 4F: 3 clusters Score -8755479 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -8757091.000000 Penalty: 5335.148926
	Iteration 5F: 3 clusters Score -8757091 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -8759146.000000 Penalty: 5335.148926
	Iteration 6F: 3 clusters Score -8759146 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -8761612.000000 Penalty: 5335.148926
	Iteration 7F: 3 clusters Score -8761612 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -8763900.000000 Penalty: 5335.148926
	Iteration 8F: 3 clusters Score -8763900 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -8765435.000000 Penalty: 5335.148926
	Iteration 9F: 3 clusters Score -8765435 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -8766270.000000 Penalty: 5335.148926
	Iteration 10Q: 3 clusters Score -8766270 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -8766647.000000 Penalty: 5335.148926
	Iteration 11Q: 3 clusters Score -8766647 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -8766842.000000 Penalty: 5335.148926
	Iteration 12Q: 3 clusters Score -8766842 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -8766992.000000 Penalty: 5335.148926
	Iteration 13Q: 3 clusters Score -8766992 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -8767126.000000 Penalty: 5335.148926
	Iteration 14Q: 3 clusters Score -8767126 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -8767259.000000 Penalty: 5335.148926
	Iteration 15Q: 3 clusters Score -8767259 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -8767344.000000 Penalty: 5335.148926
	Iteration 16Q: 3 clusters Score -8767344 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -8767449.000000 Penalty: 5335.148926
	Iteration 17Q: 3 clusters Score -8767449 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -8767526.000000 Penalty: 5335.148926
	Iteration 18Q: 3 clusters Score -8767526 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -8767622.000000 Penalty: 5335.148926
	Iteration 19Q: 3 clusters Score -8767622 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -8767699.000000 Penalty: 5335.148926
	Iteration 20F: 3 clusters Score -8767699 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -8767798.000000 Penalty: 5335.148926
	Iteration 21Q: 3 clusters Score -8767798 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -8767881.000000 Penalty: 5335.148926
	Iteration 22Q: 3 clusters Score -8767881 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -8767911.000000 Penalty: 5335.148926
	Iteration 23Q: 3 clusters Score -8767911 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -8768016.000000 Penalty: 5335.148926
	Iteration 24Q: 3 clusters Score -8768016 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -8768035.000000 Penalty: 5335.148926
	Iteration 25Q: 3 clusters Score -8768035 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -8768105.000000 Penalty: 5335.148926
	Iteration 26Q: 3 clusters Score -8768105 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -8768158.000000 Penalty: 5335.148926
	Iteration 27Q: 3 clusters Score -8768158 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -8768227.000000 Penalty: 5335.148926
	Iteration 28Q: 3 clusters Score -8768227 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -8768273.000000 Penalty: 5335.148926
	Iteration 29Q: 3 clusters Score -8768273 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -8768301.000000 Penalty: 5335.148926
	Iteration 30Q: 3 clusters Score -8768301 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -8768355.000000 Penalty: 5335.148926
	Iteration 31Q: 3 clusters Score -8768355 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -8768407.000000 Penalty: 5335.148926
	Iteration 32Q: 3 clusters Score -8768407 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -8768444.000000 Penalty: 5335.148926
	Iteration 33Q: 3 clusters Score -8768444 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -8768493.000000 Penalty: 5335.148926
	Iteration 34Q: 3 clusters Score -8768493 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -8768537.000000 Penalty: 5335.148926
	Iteration 35Q: 3 clusters Score -8768537 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -8768584.000000 Penalty: 5335.148926
	Iteration 36Q: 3 clusters Score -8768584 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 41280 members 
Entering Unmasked Estep 
Score: -8768601.000000 Penalty: 5335.148926
	Iteration 37Q: 3 clusters Score -8768601 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -8768644.000000 Penalty: 5335.148926
	Iteration 38Q: 3 clusters Score -8768644 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -8768685.000000 Penalty: 5335.148926
	Iteration 39Q: 3 clusters Score -8768685 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -8768686.000000 Penalty: 5335.148926
	Iteration 40F: 3 clusters Score -8768686 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -8768646.000000 Penalty: 5335.148926
	Iteration 41Q: 3 clusters Score -8768646 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -8768635.000000 Penalty: 5335.148926
	Iteration 42Q: 3 clusters Score -8768635 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -8768534.000000 Penalty: 5335.148926
	Iteration 43Q: 3 clusters Score -8768534 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -8768416.000000 Penalty: 5335.148926
	Iteration 44Q: 3 clusters Score -8768416 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -8768358.000000 Penalty: 5335.148926
	Iteration 45Q: 3 clusters Score -8768358 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -8768324.000000 Penalty: 5335.148926
	Iteration 46Q: 3 clusters Score -8768324 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8768230.000000 Penalty: 5335.148926
	Iteration 47Q: 3 clusters Score -8768230 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -8768158.000000 Penalty: 5335.148926
	Iteration 48Q: 3 clusters Score -8768158 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -8768012.000000 Penalty: 5335.148926
	Iteration 49Q: 3 clusters Score -8768012 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -8767937.000000 Penalty: 5335.148926
	Iteration 50Q: 3 clusters Score -8767937 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -8767876.000000 Penalty: 5335.148926
	Iteration 51Q: 3 clusters Score -8767876 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -8767821.000000 Penalty: 5335.148926
	Iteration 52Q: 3 clusters Score -8767821 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -8767750.000000 Penalty: 5335.148926
	Iteration 53Q: 3 clusters Score -8767750 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -8767694.000000 Penalty: 5335.148926
	Iteration 54Q: 3 clusters Score -8767694 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -8767636.000000 Penalty: 5335.148926
	Iteration 55Q: 3 clusters Score -8767636 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8767615.000000 Penalty: 5335.148926
	Iteration 56Q: 3 clusters Score -8767615 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -8767577.000000 Penalty: 5335.148926
	Iteration 57Q: 3 clusters Score -8767577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -8767573.000000 Penalty: 5335.148926
	Iteration 58Q: 3 clusters Score -8767573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -8767548.000000 Penalty: 5335.148926
	Iteration 59Q: 3 clusters Score -8767548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -8767525.000000 Penalty: 5335.148926
	Iteration 60F: 3 clusters Score -8767525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -8767531.000000 Penalty: 5335.148926
	Iteration 61Q: 3 clusters Score -8767531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -8767514.000000 Penalty: 5335.148926
	Iteration 62Q: 3 clusters Score -8767514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -8767509.000000 Penalty: 5335.148926
	Iteration 63Q: 3 clusters Score -8767509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -8767496.000000 Penalty: 5335.148926
	Iteration 64Q: 3 clusters Score -8767496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -8767501.000000 Penalty: 5335.148926
	Iteration 65Q: 3 clusters Score -8767501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -8767496.000000 Penalty: 5335.148926
	Iteration 66Q: 3 clusters Score -8767496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -8767497.000000 Penalty: 5335.148926
	Iteration 67Q: 3 clusters Score -8767497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8767504.000000 Penalty: 5335.148926
	Iteration 68Q: 3 clusters Score -8767504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -8767495.000000 Penalty: 5335.148926
	Iteration 69Q: 3 clusters Score -8767495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8767484.000000 Penalty: 5335.148926
	Iteration 70Q: 3 clusters Score -8767484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -8767481.000000 Penalty: 5335.148926
	Iteration 71Q: 3 clusters Score -8767481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -8767472.000000 Penalty: 5335.148926
	Iteration 72Q: 3 clusters Score -8767472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -8767473.000000 Penalty: 5335.148926
	Iteration 73Q: 3 clusters Score -8767473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -8767475.000000 Penalty: 5335.148926
	Iteration 74Q: 3 clusters Score -8767475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -8767472.000000 Penalty: 5335.148926
	Iteration 75Q: 3 clusters Score -8767472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -8767472.000000 Penalty: 5335.148926
	Iteration 76Q: 3 clusters Score -8767472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -8767465.000000 Penalty: 5335.148926
	Iteration 77Q: 3 clusters Score -8767465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -8767463.000000 Penalty: 5335.148926
	Iteration 78Q: 3 clusters Score -8767463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -8767468.000000 Penalty: 5335.148926
	Iteration 79Q: 3 clusters Score -8767468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -8767468.000000 Penalty: 5335.148926
	Iteration 80F: 3 clusters Score -8767468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -8767467.000000 Penalty: 5335.148926
	Iteration 81Q: 3 clusters Score -8767467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -8767471.000000 Penalty: 5335.148926
	Iteration 82Q: 3 clusters Score -8767471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -8767471.000000 Penalty: 5335.148926
	Iteration 83F: 3 clusters Score -8767471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Entering Unmasked Estep 
Score: -8524855.000000 Penalty: 2664.527588
	Iteration 0F: 2 clusters Score -8524855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -8494682.000000 Penalty: 5329.055176
	Iteration 0F: 3 clusters Score -8494682 nChanged 21364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -8506579.000000 Penalty: 5329.055176
	Iteration 1F: 3 clusters Score -8506579 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -8507569.000000 Penalty: 5329.055176
	Iteration 2Q: 3 clusters Score -8507569 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -8508866.000000 Penalty: 5329.055176
	Iteration 3Q: 3 clusters Score -8508866 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -8510370.000000 Penalty: 5329.055176
	Iteration 4F: 3 clusters Score -8510370 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -8512108.000000 Penalty: 5329.055176
	Iteration 5F: 3 clusters Score -8512108 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -8513718.000000 Penalty: 5329.055176
	Iteration 6F: 3 clusters Score -8513718 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -8515173.000000 Penalty: 5329.055176
	Iteration 7F: 3 clusters Score -8515173 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -8516432.000000 Penalty: 5329.055176
	Iteration 8Q: 3 clusters Score -8516432 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -8517442.000000 Penalty: 5329.055176
	Iteration 9Q: 3 clusters Score -8517442 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -8518373.000000 Penalty: 5329.055176
	Iteration 10Q: 3 clusters Score -8518373 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -8519102.000000 Penalty: 5329.055176
	Iteration 11Q: 3 clusters Score -8519102 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -8519739.000000 Penalty: 5329.055176
	Iteration 12Q: 3 clusters Score -8519739 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -8520176.000000 Penalty: 5329.055176
	Iteration 13Q: 3 clusters Score -8520176 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -8520615.000000 Penalty: 5329.055176
	Iteration 14Q: 3 clusters Score -8520615 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -8520970.000000 Penalty: 5329.055176
	Iteration 15Q: 3 clusters Score -8520970 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -8521359.000000 Penalty: 5329.055176
	Iteration 16Q: 3 clusters Score -8521359 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -8521687.000000 Penalty: 5329.055176
	Iteration 17Q: 3 clusters Score -8521687 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -8521937.000000 Penalty: 5329.055176
	Iteration 18Q: 3 clusters Score -8521937 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -8522120.000000 Penalty: 5329.055176
	Iteration 19Q: 3 clusters Score -8522120 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -8522267.000000 Penalty: 5329.055176
	Iteration 20F: 3 clusters Score -8522267 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -8522402.000000 Penalty: 5329.055176
	Iteration 21Q: 3 clusters Score -8522402 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -8522480.000000 Penalty: 5329.055176
	Iteration 22Q: 3 clusters Score -8522480 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -8522533.000000 Penalty: 5329.055176
	Iteration 23Q: 3 clusters Score -8522533 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -8522560.000000 Penalty: 5329.055176
	Iteration 24Q: 3 clusters Score -8522560 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8522577.000000 Penalty: 5329.055176
	Iteration 25Q: 3 clusters Score -8522577 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -8522608.000000 Penalty: 5329.055176
	Iteration 26Q: 3 clusters Score -8522608 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -8522632.000000 Penalty: 5329.055176
	Iteration 27Q: 3 clusters Score -8522632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -8522634.000000 Penalty: 5329.055176
	Iteration 28Q: 3 clusters Score -8522634 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -8522663.000000 Penalty: 5329.055176
	Iteration 29Q: 3 clusters Score -8522663 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -8522692.000000 Penalty: 5329.055176
	Iteration 30Q: 3 clusters Score -8522692 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -8522699.000000 Penalty: 5329.055176
	Iteration 31Q: 3 clusters Score -8522699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -8522728.000000 Penalty: 5329.055176
	Iteration 32Q: 3 clusters Score -8522728 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8522740.000000 Penalty: 5329.055176
	Iteration 33Q: 3 clusters Score -8522740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -8522759.000000 Penalty: 5329.055176
	Iteration 34Q: 3 clusters Score -8522759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -8522764.000000 Penalty: 5329.055176
	Iteration 35Q: 3 clusters Score -8522764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 45464 members 
Entering Unmasked Estep 
Score: -8522764.000000 Penalty: 5329.055176
	Iteration 36Q: 3 clusters Score -8522764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8522768.000000 Penalty: 5329.055176
	Iteration 37Q: 3 clusters Score -8522768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -8522763.000000 Penalty: 5329.055176
	Iteration 38Q: 3 clusters Score -8522763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -8522767.000000 Penalty: 5329.055176
	Iteration 39Q: 3 clusters Score -8522767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -8522775.000000 Penalty: 5329.055176
	Iteration 40F: 3 clusters Score -8522775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8522772.000000 Penalty: 5329.055176
	Iteration 41Q: 3 clusters Score -8522772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -8522780.000000 Penalty: 5329.055176
	Iteration 42Q: 3 clusters Score -8522780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -8522777.000000 Penalty: 5329.055176
	Iteration 43Q: 3 clusters Score -8522777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -8522782.000000 Penalty: 5329.055176
	Iteration 44Q: 3 clusters Score -8522782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -8522774.000000 Penalty: 5329.055176
	Iteration 45Q: 3 clusters Score -8522774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -8522773.000000 Penalty: 5329.055176
	Iteration 46Q: 3 clusters Score -8522773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -8522777.000000 Penalty: 5329.055176
	Iteration 47Q: 3 clusters Score -8522777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -8522782.000000 Penalty: 5329.055176
	Iteration 48Q: 3 clusters Score -8522782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -8522781.000000 Penalty: 5329.055176
	Iteration 49Q: 3 clusters Score -8522781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -8522780.000000 Penalty: 5329.055176
	Iteration 50Q: 3 clusters Score -8522780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -8522784.000000 Penalty: 5329.055176
	Iteration 51Q: 3 clusters Score -8522784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -8522785.000000 Penalty: 5329.055176
	Iteration 52Q: 3 clusters Score -8522785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -8522785.000000 Penalty: 5329.055176
	Iteration 53F: 3 clusters Score -8522785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Entering Unmasked Estep 
Score: -9968953.000000 Penalty: 2699.085693
	Iteration 0F: 2 clusters Score -9968953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -9940195.000000 Penalty: 5398.171387
	Iteration 0F: 3 clusters Score -9940195 nChanged 24477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -9953698.000000 Penalty: 5398.171387
	Iteration 1F: 3 clusters Score -9953698 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -9954262.000000 Penalty: 5398.171387
	Iteration 2Q: 3 clusters Score -9954262 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -9954730.000000 Penalty: 5398.171387
	Iteration 3Q: 3 clusters Score -9954730 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -9955269.000000 Penalty: 5398.171387
	Iteration 4Q: 3 clusters Score -9955269 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -9955885.000000 Penalty: 5398.171387
	Iteration 5Q: 3 clusters Score -9955885 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -9956764.000000 Penalty: 5398.171387
	Iteration 6Q: 3 clusters Score -9956764 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -9958129.000000 Penalty: 5398.171387
	Iteration 7F: 3 clusters Score -9958129 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -9960034.000000 Penalty: 5398.171387
	Iteration 8F: 3 clusters Score -9960034 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -9962447.000000 Penalty: 5398.171387
	Iteration 9F: 3 clusters Score -9962447 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -9965008.000000 Penalty: 5398.171387
	Iteration 10F: 3 clusters Score -9965008 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -9967006.000000 Penalty: 5398.171387
	Iteration 11F: 3 clusters Score -9967006 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -9967938.000000 Penalty: 5398.171387
	Iteration 12Q: 3 clusters Score -9967938 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48141 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -9967836.000000 Penalty: 5398.171387
	Iteration 13Q: 3 clusters Score -9967836 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -9967613.000000 Penalty: 5398.171387
	Iteration 14Q: 3 clusters Score -9967613 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -9967285.000000 Penalty: 5398.171387
	Iteration 15Q: 3 clusters Score -9967285 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9967022.000000 Penalty: 5398.171387
	Iteration 16Q: 3 clusters Score -9967022 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9966967.000000 Penalty: 5398.171387
	Iteration 17Q: 3 clusters Score -9966967 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9966961.000000 Penalty: 5398.171387
	Iteration 18Q: 3 clusters Score -9966961 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52738 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9966949.000000 Penalty: 5398.171387
	Iteration 19Q: 3 clusters Score -9966949 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9966914.000000 Penalty: 5398.171387
	Iteration 20F: 3 clusters Score -9966914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9966906.000000 Penalty: 5398.171387
	Iteration 21Q: 3 clusters Score -9966906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52876 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9966896.000000 Penalty: 5398.171387
	Iteration 22Q: 3 clusters Score -9966896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9966916.000000 Penalty: 5398.171387
	Iteration 23Q: 3 clusters Score -9966916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9966912.000000 Penalty: 5398.171387
	Iteration 24Q: 3 clusters Score -9966912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9966915.000000 Penalty: 5398.171387
	Iteration 25Q: 3 clusters Score -9966915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9966927.000000 Penalty: 5398.171387
	Iteration 26Q: 3 clusters Score -9966927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9966919.000000 Penalty: 5398.171387
	Iteration 27Q: 3 clusters Score -9966919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9966914.000000 Penalty: 5398.171387
	Iteration 28Q: 3 clusters Score -9966914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9966924.000000 Penalty: 5398.171387
	Iteration 29Q: 3 clusters Score -9966924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9966924.000000 Penalty: 5398.171387
	Iteration 30F: 3 clusters Score -9966924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Entering Unmasked Estep 
Score: -8548351.000000 Penalty: 2664.040283
	Iteration 0F: 2 clusters Score -8548351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -8518523.000000 Penalty: 5328.080566
	Iteration 0F: 3 clusters Score -8518523 nChanged 21388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -8531024.000000 Penalty: 5328.080566
	Iteration 1F: 3 clusters Score -8531024 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -8532309.000000 Penalty: 5328.080566
	Iteration 2F: 3 clusters Score -8532309 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -8533919.000000 Penalty: 5328.080566
	Iteration 3F: 3 clusters Score -8533919 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -8536187.000000 Penalty: 5328.080566
	Iteration 4F: 3 clusters Score -8536187 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -8539064.000000 Penalty: 5328.080566
	Iteration 5F: 3 clusters Score -8539064 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -8542102.000000 Penalty: 5328.080566
	Iteration 6F: 3 clusters Score -8542102 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -8543810.000000 Penalty: 5328.080566
	Iteration 7F: 3 clusters Score -8543810 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -8544386.000000 Penalty: 5328.080566
	Iteration 8Q: 3 clusters Score -8544386 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -8544515.000000 Penalty: 5328.080566
	Iteration 9Q: 3 clusters Score -8544515 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -8544669.000000 Penalty: 5328.080566
	Iteration 10Q: 3 clusters Score -8544669 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -8544768.000000 Penalty: 5328.080566
	Iteration 11Q: 3 clusters Score -8544768 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -8544833.000000 Penalty: 5328.080566
	Iteration 12Q: 3 clusters Score -8544833 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -8544902.000000 Penalty: 5328.080566
	Iteration 13Q: 3 clusters Score -8544902 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -8544949.000000 Penalty: 5328.080566
	Iteration 14Q: 3 clusters Score -8544949 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -8545001.000000 Penalty: 5328.080566
	Iteration 15Q: 3 clusters Score -8545001 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -8545086.000000 Penalty: 5328.080566
	Iteration 16Q: 3 clusters Score -8545086 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -8545116.000000 Penalty: 5328.080566
	Iteration 17Q: 3 clusters Score -8545116 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -8545178.000000 Penalty: 5328.080566
	Iteration 18Q: 3 clusters Score -8545178 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -8545204.000000 Penalty: 5328.080566
	Iteration 19Q: 3 clusters Score -8545204 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -8545277.000000 Penalty: 5328.080566
	Iteration 20F: 3 clusters Score -8545277 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -8545343.000000 Penalty: 5328.080566
	Iteration 21Q: 3 clusters Score -8545343 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -8545419.000000 Penalty: 5328.080566
	Iteration 22Q: 3 clusters Score -8545419 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -8545465.000000 Penalty: 5328.080566
	Iteration 23Q: 3 clusters Score -8545465 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -8545511.000000 Penalty: 5328.080566
	Iteration 24Q: 3 clusters Score -8545511 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -8545545.000000 Penalty: 5328.080566
	Iteration 25Q: 3 clusters Score -8545545 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -8545610.000000 Penalty: 5328.080566
	Iteration 26Q: 3 clusters Score -8545610 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -8545662.000000 Penalty: 5328.080566
	Iteration 27Q: 3 clusters Score -8545662 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -8545698.000000 Penalty: 5328.080566
	Iteration 28Q: 3 clusters Score -8545698 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -8545713.000000 Penalty: 5328.080566
	Iteration 29Q: 3 clusters Score -8545713 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -8545749.000000 Penalty: 5328.080566
	Iteration 30Q: 3 clusters Score -8545749 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -8545774.000000 Penalty: 5328.080566
	Iteration 31Q: 3 clusters Score -8545774 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -8545790.000000 Penalty: 5328.080566
	Iteration 32Q: 3 clusters Score -8545790 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -8545831.000000 Penalty: 5328.080566
	Iteration 33Q: 3 clusters Score -8545831 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -8545844.000000 Penalty: 5328.080566
	Iteration 34Q: 3 clusters Score -8545844 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -8545875.000000 Penalty: 5328.080566
	Iteration 35Q: 3 clusters Score -8545875 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -8545911.000000 Penalty: 5328.080566
	Iteration 36Q: 3 clusters Score -8545911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -8545958.000000 Penalty: 5328.080566
	Iteration 37Q: 3 clusters Score -8545958 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -8545973.000000 Penalty: 5328.080566
	Iteration 38Q: 3 clusters Score -8545973 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -8546008.000000 Penalty: 5328.080566
	Iteration 39Q: 3 clusters Score -8546008 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -8546020.000000 Penalty: 5328.080566
	Iteration 40F: 3 clusters Score -8546020 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -8546035.000000 Penalty: 5328.080566
	Iteration 41Q: 3 clusters Score -8546035 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -8546102.000000 Penalty: 5328.080566
	Iteration 42Q: 3 clusters Score -8546102 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -8546114.000000 Penalty: 5328.080566
	Iteration 43Q: 3 clusters Score -8546114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -8546167.000000 Penalty: 5328.080566
	Iteration 44Q: 3 clusters Score -8546167 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -8546180.000000 Penalty: 5328.080566
	Iteration 45Q: 3 clusters Score -8546180 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -8546197.000000 Penalty: 5328.080566
	Iteration 46Q: 3 clusters Score -8546197 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -8546236.000000 Penalty: 5328.080566
	Iteration 47Q: 3 clusters Score -8546236 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -8546225.000000 Penalty: 5328.080566
	Iteration 48Q: 3 clusters Score -8546225 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -8546218.000000 Penalty: 5328.080566
	Iteration 49Q: 3 clusters Score -8546218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -8546253.000000 Penalty: 5328.080566
	Iteration 50Q: 3 clusters Score -8546253 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -8546298.000000 Penalty: 5328.080566
	Iteration 51Q: 3 clusters Score -8546298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -8546310.000000 Penalty: 5328.080566
	Iteration 52Q: 3 clusters Score -8546310 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -8546321.000000 Penalty: 5328.080566
	Iteration 53Q: 3 clusters Score -8546321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -8546326.000000 Penalty: 5328.080566
	Iteration 54Q: 3 clusters Score -8546326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38801 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -8546333.000000 Penalty: 5328.080566
	Iteration 55Q: 3 clusters Score -8546333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -8546333.000000 Penalty: 5328.080566
	Iteration 56Q: 3 clusters Score -8546333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -8546331.000000 Penalty: 5328.080566
	Iteration 57Q: 3 clusters Score -8546331 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -8546330.000000 Penalty: 5328.080566
	Iteration 58Q: 3 clusters Score -8546330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -8546340.000000 Penalty: 5328.080566
	Iteration 59Q: 3 clusters Score -8546340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -8546351.000000 Penalty: 5328.080566
	Iteration 60F: 3 clusters Score -8546351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -8546343.000000 Penalty: 5328.080566
	Iteration 61Q: 3 clusters Score -8546343 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -8546345.000000 Penalty: 5328.080566
	Iteration 62Q: 3 clusters Score -8546345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -8546355.000000 Penalty: 5328.080566
	Iteration 63Q: 3 clusters Score -8546355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -8546365.000000 Penalty: 5328.080566
	Iteration 64Q: 3 clusters Score -8546365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -8546382.000000 Penalty: 5328.080566
	Iteration 65Q: 3 clusters Score -8546382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -8546385.000000 Penalty: 5328.080566
	Iteration 66Q: 3 clusters Score -8546385 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -8546388.000000 Penalty: 5328.080566
	Iteration 67Q: 3 clusters Score -8546388 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -8546403.000000 Penalty: 5328.080566
	Iteration 68Q: 3 clusters Score -8546403 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -8546417.000000 Penalty: 5328.080566
	Iteration 69Q: 3 clusters Score -8546417 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -8546424.000000 Penalty: 5328.080566
	Iteration 70Q: 3 clusters Score -8546424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -8546432.000000 Penalty: 5328.080566
	Iteration 71Q: 3 clusters Score -8546432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -8546444.000000 Penalty: 5328.080566
	Iteration 72Q: 3 clusters Score -8546444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -8546449.000000 Penalty: 5328.080566
	Iteration 73Q: 3 clusters Score -8546449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -8546471.000000 Penalty: 5328.080566
	Iteration 74Q: 3 clusters Score -8546471 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -8546469.000000 Penalty: 5328.080566
	Iteration 75Q: 3 clusters Score -8546469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -8546476.000000 Penalty: 5328.080566
	Iteration 76Q: 3 clusters Score -8546476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -8546479.000000 Penalty: 5328.080566
	Iteration 77Q: 3 clusters Score -8546479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -8546485.000000 Penalty: 5328.080566
	Iteration 78Q: 3 clusters Score -8546485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -8546478.000000 Penalty: 5328.080566
	Iteration 79Q: 3 clusters Score -8546478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -8546479.000000 Penalty: 5328.080566
	Iteration 80F: 3 clusters Score -8546479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -8546475.000000 Penalty: 5328.080566
	Iteration 81Q: 3 clusters Score -8546475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -8546501.000000 Penalty: 5328.080566
	Iteration 82Q: 3 clusters Score -8546501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -8546509.000000 Penalty: 5328.080566
	Iteration 83Q: 3 clusters Score -8546509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -8546517.000000 Penalty: 5328.080566
	Iteration 84Q: 3 clusters Score -8546517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -8546522.000000 Penalty: 5328.080566
	Iteration 85Q: 3 clusters Score -8546522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -8546532.000000 Penalty: 5328.080566
	Iteration 86Q: 3 clusters Score -8546532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -8546545.000000 Penalty: 5328.080566
	Iteration 87Q: 3 clusters Score -8546545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -8546547.000000 Penalty: 5328.080566
	Iteration 88Q: 3 clusters Score -8546547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -8546540.000000 Penalty: 5328.080566
	Iteration 89Q: 3 clusters Score -8546540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -8546554.000000 Penalty: 5328.080566
	Iteration 90Q: 3 clusters Score -8546554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -8546554.000000 Penalty: 5328.080566
	Iteration 91Q: 3 clusters Score -8546554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8546566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8546589 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8546597 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8546601 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8546623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -8546617.000000 Penalty: 5328.080566
	Iteration 97Q: 3 clusters Score -8546617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -8546610.000000 Penalty: 5328.080566
	Iteration 98Q: 3 clusters Score -8546610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8546617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -8546622.000000 Penalty: 5328.080566
	Iteration 100F: 3 clusters Score -8546622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -8546633.000000 Penalty: 5328.080566
	Iteration 101Q: 3 clusters Score -8546633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -8546620.000000 Penalty: 5328.080566
	Iteration 102Q: 3 clusters Score -8546620 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8546621 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -8546631.000000 Penalty: 5328.080566
	Iteration 104Q: 3 clusters Score -8546631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -8546626.000000 Penalty: 5328.080566
	Iteration 105Q: 3 clusters Score -8546626 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -8546628.000000 Penalty: 5328.080566
	Iteration 106Q: 3 clusters Score -8546628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8546631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -8546634.000000 Penalty: 5328.080566
	Iteration 108Q: 3 clusters Score -8546634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -8546636.000000 Penalty: 5328.080566
	Iteration 109Q: 3 clusters Score -8546636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -8546637.000000 Penalty: 5328.080566
	Iteration 110Q: 3 clusters Score -8546637 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -8546650.000000 Penalty: 5328.080566
	Iteration 111Q: 3 clusters Score -8546650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -8546651.000000 Penalty: 5328.080566
	Iteration 112Q: 3 clusters Score -8546651 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -8546671.000000 Penalty: 5328.080566
	Iteration 113Q: 3 clusters Score -8546671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -8546669.000000 Penalty: 5328.080566
	Iteration 114Q: 3 clusters Score -8546669 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -8546689.000000 Penalty: 5328.080566
	Iteration 115Q: 3 clusters Score -8546689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -8546688.000000 Penalty: 5328.080566
	Iteration 116Q: 3 clusters Score -8546688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -8546691.000000 Penalty: 5328.080566
	Iteration 117Q: 3 clusters Score -8546691 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8546698 nChanged 22
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Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -8546681.000000 Penalty: 5328.080566
	Iteration 119Q: 3 clusters Score -8546681 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -8546686.000000 Penalty: 5328.080566
	Iteration 120F: 3 clusters Score -8546686 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40515 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8546682 nChanged 25
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Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8546684 nChanged 23
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Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -8546700.000000 Penalty: 5328.080566
	Iteration 123Q: 3 clusters Score -8546700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8546693 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -8546704.000000 Penalty: 5328.080566
	Iteration 125Q: 3 clusters Score -8546704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -8546699.000000 Penalty: 5328.080566
	Iteration 126Q: 3 clusters Score -8546699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
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Entering Unmasked Estep 
Score: -8546711.000000 Penalty: 5328.080566
	Iteration 127Q: 3 clusters Score -8546711 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8546711 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -8546721.000000 Penalty: 5328.080566
	Iteration 129Q: 3 clusters Score -8546721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -8546734.000000 Penalty: 5328.080566
	Iteration 130Q: 3 clusters Score -8546734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -8546736.000000 Penalty: 5328.080566
	Iteration 131Q: 3 clusters Score -8546736 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -8546728.000000 Penalty: 5328.080566
	Iteration 132Q: 3 clusters Score -8546728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -8546745.000000 Penalty: 5328.080566
	Iteration 133Q: 3 clusters Score -8546745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -8546740.000000 Penalty: 5328.080566
	Iteration 134Q: 3 clusters Score -8546740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -8546755.000000 Penalty: 5328.080566
	Iteration 135Q: 3 clusters Score -8546755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -8546765.000000 Penalty: 5328.080566
	Iteration 136Q: 3 clusters Score -8546765 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -8546751.000000 Penalty: 5328.080566
	Iteration 137Q: 3 clusters Score -8546751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -8546759.000000 Penalty: 5328.080566
	Iteration 138Q: 3 clusters Score -8546759 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -8546769.000000 Penalty: 5328.080566
	Iteration 139Q: 3 clusters Score -8546769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -8546777.000000 Penalty: 5328.080566
	Iteration 140F: 3 clusters Score -8546777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -8546783.000000 Penalty: 5328.080566
	Iteration 141Q: 3 clusters Score -8546783 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -8546776.000000 Penalty: 5328.080566
	Iteration 142Q: 3 clusters Score -8546776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -8546790.000000 Penalty: 5328.080566
	Iteration 143Q: 3 clusters Score -8546790 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -8546795.000000 Penalty: 5328.080566
	Iteration 144Q: 3 clusters Score -8546795 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -8546814.000000 Penalty: 5328.080566
	Iteration 145Q: 3 clusters Score -8546814 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -8546829.000000 Penalty: 5328.080566
	Iteration 146Q: 3 clusters Score -8546829 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -8546823.000000 Penalty: 5328.080566
	Iteration 147Q: 3 clusters Score -8546823 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8546829 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -8546827.000000 Penalty: 5328.080566
	Iteration 149Q: 3 clusters Score -8546827 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -8546834.000000 Penalty: 5328.080566
	Iteration 150Q: 3 clusters Score -8546834 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -8546848.000000 Penalty: 5328.080566
	Iteration 151Q: 3 clusters Score -8546848 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -8546852.000000 Penalty: 5328.080566
	Iteration 152Q: 3 clusters Score -8546852 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -8546849.000000 Penalty: 5328.080566
	Iteration 153Q: 3 clusters Score -8546849 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41258 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8546849 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8546849 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8546846.000000 Penalty: 5328.080566
	Iteration 156Q: 3 clusters Score -8546846 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -8546853.000000 Penalty: 5328.080566
	Iteration 157Q: 3 clusters Score -8546853 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -8546857.000000 Penalty: 5328.080566
	Iteration 158Q: 3 clusters Score -8546857 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8546858.000000 Penalty: 5328.080566
	Iteration 159Q: 3 clusters Score -8546858 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41318 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8546858 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8546860.000000 Penalty: 5328.080566
	Iteration 161Q: 3 clusters Score -8546860 nChanged 11
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Entering Unmasked Estep 
Score: -8546855.000000 Penalty: 5328.080566
	Iteration 162Q: 3 clusters Score -8546855 nChanged 12
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Entering Unmasked Estep 
Score: -8546871.000000 Penalty: 5328.080566
	Iteration 163Q: 3 clusters Score -8546871 nChanged 9
Entering Unmasked Mstep 
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	Iteration 164Q: 3 clusters Score -8546866 nChanged 12
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8546866 nChanged 14
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Entering Unmasked Estep 
Score: -8546873.000000 Penalty: 5328.080566
	Iteration 166Q: 3 clusters Score -8546873 nChanged 17
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Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8546878 nChanged 19
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	Iteration 168Q: 3 clusters Score -8546879 nChanged 16
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	Iteration 169Q: 3 clusters Score -8546885 nChanged 18
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	Iteration 170Q: 3 clusters Score -8546905 nChanged 18
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	Iteration 171Q: 3 clusters Score -8546895 nChanged 18
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8546904 nChanged 18
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Entering Unmasked Estep 
Score: -8546919.000000 Penalty: 5328.080566
	Iteration 173Q: 3 clusters Score -8546919 nChanged 14
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	Iteration 174Q: 3 clusters Score -8546919 nChanged 18
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Entering Unmasked Estep 
Score: -8546923.000000 Penalty: 5328.080566
	Iteration 175Q: 3 clusters Score -8546923 nChanged 19
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8546924 nChanged 16
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	Iteration 177Q: 3 clusters Score -8546944 nChanged 14
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Entering Unmasked Estep 
Score: -8546953.000000 Penalty: 5328.080566
	Iteration 178Q: 3 clusters Score -8546953 nChanged 11
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	Iteration 179Q: 3 clusters Score -8546949 nChanged 9
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Entering Unmasked Estep 
Score: -8546960.000000 Penalty: 5328.080566
	Iteration 180F: 3 clusters Score -8546960 nChanged 8
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	Iteration 181Q: 3 clusters Score -8546968 nChanged 10
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	Iteration 182Q: 3 clusters Score -8546966 nChanged 8
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8546967 nChanged 11
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8546986 nChanged 12
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8546995 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -8546999.000000 Penalty: 5328.080566
	Iteration 186Q: 3 clusters Score -8546999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -8546992.000000 Penalty: 5328.080566
	Iteration 187Q: 3 clusters Score -8546992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -8547013.000000 Penalty: 5328.080566
	Iteration 188Q: 3 clusters Score -8547013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -8547003.000000 Penalty: 5328.080566
	Iteration 189Q: 3 clusters Score -8547003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -8547013.000000 Penalty: 5328.080566
	Iteration 190Q: 3 clusters Score -8547013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -8547012.000000 Penalty: 5328.080566
	Iteration 191Q: 3 clusters Score -8547012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -8547018.000000 Penalty: 5328.080566
	Iteration 192Q: 3 clusters Score -8547018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -8547018.000000 Penalty: 5328.080566
	Iteration 193Q: 3 clusters Score -8547018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -8547015.000000 Penalty: 5328.080566
	Iteration 194Q: 3 clusters Score -8547015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -8547015.000000 Penalty: 5328.080566
	Iteration 195F: 3 clusters Score -8547015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Entering Unmasked Estep 
Score: -8390075.000000 Penalty: 2659.403076
	Iteration 0F: 2 clusters Score -8390075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -8360338.000000 Penalty: 5318.806152
	Iteration 0F: 3 clusters Score -8360338 nChanged 20883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -8372060.000000 Penalty: 5318.806152
	Iteration 1F: 3 clusters Score -8372060 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -8372659.000000 Penalty: 5318.806152
	Iteration 2Q: 3 clusters Score -8372659 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -8373333.500000 Penalty: 5318.806152
	Iteration 3Q: 3 clusters Score -8373334 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -8374079.000000 Penalty: 5318.806152
	Iteration 4Q: 3 clusters Score -8374079 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -8375094.500000 Penalty: 5318.806152
	Iteration 5Q: 3 clusters Score -8375094 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -8376354.000000 Penalty: 5318.806152
	Iteration 6Q: 3 clusters Score -8376354 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -8377867.000000 Penalty: 5318.806152
	Iteration 7F: 3 clusters Score -8377867 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -8379678.000000 Penalty: 5318.806152
	Iteration 8F: 3 clusters Score -8379678 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -8381492.000000 Penalty: 5318.806152
	Iteration 9F: 3 clusters Score -8381492 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -8382797.000000 Penalty: 5318.806152
	Iteration 10F: 3 clusters Score -8382797 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -8383435.500000 Penalty: 5318.806152
	Iteration 11Q: 3 clusters Score -8383436 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -8383721.000000 Penalty: 5318.806152
	Iteration 12Q: 3 clusters Score -8383721 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -8383919.000000 Penalty: 5318.806152
	Iteration 13Q: 3 clusters Score -8383919 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -8384058.000000 Penalty: 5318.806152
	Iteration 14Q: 3 clusters Score -8384058 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -8384198.000000 Penalty: 5318.806152
	Iteration 15Q: 3 clusters Score -8384198 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -8384326.500000 Penalty: 5318.806152
	Iteration 16Q: 3 clusters Score -8384326 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -8384454.500000 Penalty: 5318.806152
	Iteration 17Q: 3 clusters Score -8384454 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -8384570.000000 Penalty: 5318.806152
	Iteration 18Q: 3 clusters Score -8384570 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -8384694.500000 Penalty: 5318.806152
	Iteration 19Q: 3 clusters Score -8384694 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -8384779.000000 Penalty: 5318.806152
	Iteration 20F: 3 clusters Score -8384779 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -8384911.500000 Penalty: 5318.806152
	Iteration 21Q: 3 clusters Score -8384912 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -8385044.500000 Penalty: 5318.806152
	Iteration 22Q: 3 clusters Score -8385044 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -8385155.500000 Penalty: 5318.806152
	Iteration 23Q: 3 clusters Score -8385156 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -8385277.500000 Penalty: 5318.806152
	Iteration 24Q: 3 clusters Score -8385278 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -8385348.500000 Penalty: 5318.806152
	Iteration 25Q: 3 clusters Score -8385348 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -8385426.500000 Penalty: 5318.806152
	Iteration 26Q: 3 clusters Score -8385426 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -8385476.500000 Penalty: 5318.806152
	Iteration 27Q: 3 clusters Score -8385476 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -8385583.000000 Penalty: 5318.806152
	Iteration 28Q: 3 clusters Score -8385583 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -8385647.500000 Penalty: 5318.806152
	Iteration 29Q: 3 clusters Score -8385648 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -8385723.000000 Penalty: 5318.806152
	Iteration 30Q: 3 clusters Score -8385723 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -8385750.500000 Penalty: 5318.806152
	Iteration 31Q: 3 clusters Score -8385750 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -8385760.500000 Penalty: 5318.806152
	Iteration 32Q: 3 clusters Score -8385760 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -8385802.500000 Penalty: 5318.806152
	Iteration 33Q: 3 clusters Score -8385802 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -8385851.500000 Penalty: 5318.806152
	Iteration 34Q: 3 clusters Score -8385852 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -8385873.000000 Penalty: 5318.806152
	Iteration 35Q: 3 clusters Score -8385873 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -8385908.000000 Penalty: 5318.806152
	Iteration 36Q: 3 clusters Score -8385908 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -8385953.000000 Penalty: 5318.806152
	Iteration 37Q: 3 clusters Score -8385953 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -8385946.500000 Penalty: 5318.806152
	Iteration 38Q: 3 clusters Score -8385946 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -8385955.000000 Penalty: 5318.806152
	Iteration 39Q: 3 clusters Score -8385955 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -8385989.000000 Penalty: 5318.806152
	Iteration 40F: 3 clusters Score -8385989 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -8386015.000000 Penalty: 5318.806152
	Iteration 41Q: 3 clusters Score -8386015 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -8386039.500000 Penalty: 5318.806152
	Iteration 42Q: 3 clusters Score -8386040 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -8386050.000000 Penalty: 5318.806152
	Iteration 43Q: 3 clusters Score -8386050 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 30977 members 
Entering Unmasked Estep 
Score: -8386078.000000 Penalty: 5318.806152
	Iteration 44Q: 3 clusters Score -8386078 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -8386107.000000 Penalty: 5318.806152
	Iteration 45Q: 3 clusters Score -8386107 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -8386094.000000 Penalty: 5318.806152
	Iteration 46Q: 3 clusters Score -8386094 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -8386115.500000 Penalty: 5318.806152
	Iteration 47Q: 3 clusters Score -8386116 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -8386137.000000 Penalty: 5318.806152
	Iteration 48Q: 3 clusters Score -8386137 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -8386164.500000 Penalty: 5318.806152
	Iteration 49Q: 3 clusters Score -8386164 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -8386169.000000 Penalty: 5318.806152
	Iteration 50Q: 3 clusters Score -8386169 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -8386199.000000 Penalty: 5318.806152
	Iteration 51Q: 3 clusters Score -8386199 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -8386226.000000 Penalty: 5318.806152
	Iteration 52Q: 3 clusters Score -8386226 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -8386241.000000 Penalty: 5318.806152
	Iteration 53Q: 3 clusters Score -8386241 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -8386263.500000 Penalty: 5318.806152
	Iteration 54Q: 3 clusters Score -8386264 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -8386313.500000 Penalty: 5318.806152
	Iteration 55Q: 3 clusters Score -8386314 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -8386353.000000 Penalty: 5318.806152
	Iteration 56Q: 3 clusters Score -8386353 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -8386400.500000 Penalty: 5318.806152
	Iteration 57Q: 3 clusters Score -8386400 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -8386409.500000 Penalty: 5318.806152
	Iteration 58Q: 3 clusters Score -8386410 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -8386435.000000 Penalty: 5318.806152
	Iteration 59Q: 3 clusters Score -8386435 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -8386491.000000 Penalty: 5318.806152
	Iteration 60F: 3 clusters Score -8386491 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -8386515.000000 Penalty: 5318.806152
	Iteration 61Q: 3 clusters Score -8386515 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -8386582.500000 Penalty: 5318.806152
	Iteration 62Q: 3 clusters Score -8386582 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -8386628.000000 Penalty: 5318.806152
	Iteration 63Q: 3 clusters Score -8386628 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -8386666.500000 Penalty: 5318.806152
	Iteration 64Q: 3 clusters Score -8386666 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -8386689.500000 Penalty: 5318.806152
	Iteration 65Q: 3 clusters Score -8386690 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -8386726.000000 Penalty: 5318.806152
	Iteration 66Q: 3 clusters Score -8386726 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -8386795.000000 Penalty: 5318.806152
	Iteration 67Q: 3 clusters Score -8386795 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -8386837.500000 Penalty: 5318.806152
	Iteration 68Q: 3 clusters Score -8386838 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -8386894.000000 Penalty: 5318.806152
	Iteration 69Q: 3 clusters Score -8386894 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -8386937.500000 Penalty: 5318.806152
	Iteration 70Q: 3 clusters Score -8386938 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -8386971.000000 Penalty: 5318.806152
	Iteration 71Q: 3 clusters Score -8386971 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -8387014.500000 Penalty: 5318.806152
	Iteration 72Q: 3 clusters Score -8387014 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -8387053.000000 Penalty: 5318.806152
	Iteration 73Q: 3 clusters Score -8387053 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -8387094.500000 Penalty: 5318.806152
	Iteration 74Q: 3 clusters Score -8387094 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -8387142.500000 Penalty: 5318.806152
	Iteration 75Q: 3 clusters Score -8387142 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -8387193.500000 Penalty: 5318.806152
	Iteration 76Q: 3 clusters Score -8387194 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -8387245.000000 Penalty: 5318.806152
	Iteration 77Q: 3 clusters Score -8387245 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -8387299.000000 Penalty: 5318.806152
	Iteration 78Q: 3 clusters Score -8387299 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -8387385.500000 Penalty: 5318.806152
	Iteration 79Q: 3 clusters Score -8387386 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -8387457.000000 Penalty: 5318.806152
	Iteration 80F: 3 clusters Score -8387457 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -8387520.000000 Penalty: 5318.806152
	Iteration 81Q: 3 clusters Score -8387520 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -8387565.000000 Penalty: 5318.806152
	Iteration 82Q: 3 clusters Score -8387565 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -8387618.000000 Penalty: 5318.806152
	Iteration 83Q: 3 clusters Score -8387618 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -8387702.000000 Penalty: 5318.806152
	Iteration 84Q: 3 clusters Score -8387702 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -8387769.000000 Penalty: 5318.806152
	Iteration 85Q: 3 clusters Score -8387769 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -8387820.000000 Penalty: 5318.806152
	Iteration 86Q: 3 clusters Score -8387820 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -8387897.000000 Penalty: 5318.806152
	Iteration 87Q: 3 clusters Score -8387897 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -8387968.500000 Penalty: 5318.806152
	Iteration 88Q: 3 clusters Score -8387968 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -8388021.000000 Penalty: 5318.806152
	Iteration 89Q: 3 clusters Score -8388021 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -8388031.000000 Penalty: 5318.806152
	Iteration 90Q: 3 clusters Score -8388031 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -8388076.500000 Penalty: 5318.806152
	Iteration 91Q: 3 clusters Score -8388076 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -8388115.000000 Penalty: 5318.806152
	Iteration 92Q: 3 clusters Score -8388115 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -8388131.500000 Penalty: 5318.806152
	Iteration 93Q: 3 clusters Score -8388132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -8388177.000000 Penalty: 5318.806152
	Iteration 94Q: 3 clusters Score -8388177 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -8388211.000000 Penalty: 5318.806152
	Iteration 95Q: 3 clusters Score -8388211 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -8388240.500000 Penalty: 5318.806152
	Iteration 96Q: 3 clusters Score -8388240 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -8388265.500000 Penalty: 5318.806152
	Iteration 97Q: 3 clusters Score -8388266 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -8388311.000000 Penalty: 5318.806152
	Iteration 98Q: 3 clusters Score -8388311 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -8388330.000000 Penalty: 5318.806152
	Iteration 99Q: 3 clusters Score -8388330 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -8388345.500000 Penalty: 5318.806152
	Iteration 100F: 3 clusters Score -8388346 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -8388349.500000 Penalty: 5318.806152
	Iteration 101Q: 3 clusters Score -8388350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -8388369.000000 Penalty: 5318.806152
	Iteration 102Q: 3 clusters Score -8388369 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -8388389.000000 Penalty: 5318.806152
	Iteration 103Q: 3 clusters Score -8388389 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -8388417.000000 Penalty: 5318.806152
	Iteration 104Q: 3 clusters Score -8388417 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -8388436.000000 Penalty: 5318.806152
	Iteration 105Q: 3 clusters Score -8388436 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -8388444.500000 Penalty: 5318.806152
	Iteration 106Q: 3 clusters Score -8388444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -8388484.500000 Penalty: 5318.806152
	Iteration 107Q: 3 clusters Score -8388484 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -8388482.500000 Penalty: 5318.806152
	Iteration 108Q: 3 clusters Score -8388482 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -8388516.000000 Penalty: 5318.806152
	Iteration 109Q: 3 clusters Score -8388516 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -8388515.500000 Penalty: 5318.806152
	Iteration 110Q: 3 clusters Score -8388516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -8388534.500000 Penalty: 5318.806152
	Iteration 111Q: 3 clusters Score -8388534 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -8388568.500000 Penalty: 5318.806152
	Iteration 112Q: 3 clusters Score -8388568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -8388585.000000 Penalty: 5318.806152
	Iteration 113Q: 3 clusters Score -8388585 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -8388598.000000 Penalty: 5318.806152
	Iteration 114Q: 3 clusters Score -8388598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -8388600.000000 Penalty: 5318.806152
	Iteration 115Q: 3 clusters Score -8388600 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -8388618.000000 Penalty: 5318.806152
	Iteration 116Q: 3 clusters Score -8388618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -8388635.000000 Penalty: 5318.806152
	Iteration 117Q: 3 clusters Score -8388635 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -8388643.000000 Penalty: 5318.806152
	Iteration 118Q: 3 clusters Score -8388643 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -8388663.000000 Penalty: 5318.806152
	Iteration 119Q: 3 clusters Score -8388663 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -8388681.000000 Penalty: 5318.806152
	Iteration 120F: 3 clusters Score -8388681 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -8388683.000000 Penalty: 5318.806152
	Iteration 121Q: 3 clusters Score -8388683 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -8388715.000000 Penalty: 5318.806152
	Iteration 122Q: 3 clusters Score -8388715 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -8388765.000000 Penalty: 5318.806152
	Iteration 123Q: 3 clusters Score -8388765 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -8388770.000000 Penalty: 5318.806152
	Iteration 124Q: 3 clusters Score -8388770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8388785.000000 Penalty: 5318.806152
	Iteration 125Q: 3 clusters Score -8388785 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -8388784.000000 Penalty: 5318.806152
	Iteration 126Q: 3 clusters Score -8388784 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -8388789.000000 Penalty: 5318.806152
	Iteration 127Q: 3 clusters Score -8388789 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -8388779.000000 Penalty: 5318.806152
	Iteration 128Q: 3 clusters Score -8388779 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -8388798.000000 Penalty: 5318.806152
	Iteration 129Q: 3 clusters Score -8388798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -8388792.000000 Penalty: 5318.806152
	Iteration 130Q: 3 clusters Score -8388792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -8388792.000000 Penalty: 5318.806152
	Iteration 131Q: 3 clusters Score -8388792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -8388800.000000 Penalty: 5318.806152
	Iteration 132Q: 3 clusters Score -8388800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -8388810.000000 Penalty: 5318.806152
	Iteration 133Q: 3 clusters Score -8388810 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -8388819.000000 Penalty: 5318.806152
	Iteration 134Q: 3 clusters Score -8388819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -8388793.000000 Penalty: 5318.806152
	Iteration 135Q: 3 clusters Score -8388793 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -8388795.000000 Penalty: 5318.806152
	Iteration 136Q: 3 clusters Score -8388795 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -8388777.000000 Penalty: 5318.806152
	Iteration 137Q: 3 clusters Score -8388777 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -8388764.000000 Penalty: 5318.806152
	Iteration 138Q: 3 clusters Score -8388764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -8388789.000000 Penalty: 5318.806152
	Iteration 139Q: 3 clusters Score -8388789 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -8388787.000000 Penalty: 5318.806152
	Iteration 140F: 3 clusters Score -8388787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -8388779.000000 Penalty: 5318.806152
	Iteration 141Q: 3 clusters Score -8388779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -8388766.000000 Penalty: 5318.806152
	Iteration 142Q: 3 clusters Score -8388766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -8388762.000000 Penalty: 5318.806152
	Iteration 143Q: 3 clusters Score -8388762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -8388754.000000 Penalty: 5318.806152
	Iteration 144Q: 3 clusters Score -8388754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -8388752.000000 Penalty: 5318.806152
	Iteration 145Q: 3 clusters Score -8388752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -8388760.000000 Penalty: 5318.806152
	Iteration 146Q: 3 clusters Score -8388760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -8388747.000000 Penalty: 5318.806152
	Iteration 147Q: 3 clusters Score -8388747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -8388756.000000 Penalty: 5318.806152
	Iteration 148Q: 3 clusters Score -8388756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8388763.000000 Penalty: 5318.806152
	Iteration 149Q: 3 clusters Score -8388763 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -8388778.000000 Penalty: 5318.806152
	Iteration 150Q: 3 clusters Score -8388778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8388768.000000 Penalty: 5318.806152
	Iteration 151Q: 3 clusters Score -8388768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -8388780.000000 Penalty: 5318.806152
	Iteration 152Q: 3 clusters Score -8388780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -8388773.000000 Penalty: 5318.806152
	Iteration 153Q: 3 clusters Score -8388773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -8388753.000000 Penalty: 5318.806152
	Iteration 154Q: 3 clusters Score -8388753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -8388753.000000 Penalty: 5318.806152
	Iteration 155Q: 3 clusters Score -8388753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -8388750.000000 Penalty: 5318.806152
	Iteration 156Q: 3 clusters Score -8388750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -8388749.000000 Penalty: 5318.806152
	Iteration 157Q: 3 clusters Score -8388749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8388750.000000 Penalty: 5318.806152
	Iteration 158Q: 3 clusters Score -8388750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -8388739.000000 Penalty: 5318.806152
	Iteration 159Q: 3 clusters Score -8388739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -8388740.000000 Penalty: 5318.806152
	Iteration 160F: 3 clusters Score -8388740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -8388734.000000 Penalty: 5318.806152
	Iteration 161Q: 3 clusters Score -8388734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -8388736.000000 Penalty: 5318.806152
	Iteration 162Q: 3 clusters Score -8388736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -8388735.000000 Penalty: 5318.806152
	Iteration 163Q: 3 clusters Score -8388735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -8388728.000000 Penalty: 5318.806152
	Iteration 164Q: 3 clusters Score -8388728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -8388731.000000 Penalty: 5318.806152
	Iteration 165Q: 3 clusters Score -8388731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -8388726.000000 Penalty: 5318.806152
	Iteration 166Q: 3 clusters Score -8388726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -8388724.000000 Penalty: 5318.806152
	Iteration 167Q: 3 clusters Score -8388724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -8388724.000000 Penalty: 5318.806152
	Iteration 168Q: 3 clusters Score -8388724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -8388717.000000 Penalty: 5318.806152
	Iteration 169Q: 3 clusters Score -8388717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -8388716.000000 Penalty: 5318.806152
	Iteration 170Q: 3 clusters Score -8388716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -8388713.000000 Penalty: 5318.806152
	Iteration 171Q: 3 clusters Score -8388713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -8388713.000000 Penalty: 5318.806152
	Iteration 172Q: 3 clusters Score -8388713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -8388716.000000 Penalty: 5318.806152
	Iteration 173Q: 3 clusters Score -8388716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8388712.000000 Penalty: 5318.806152
	Iteration 174Q: 3 clusters Score -8388712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -8388711.000000 Penalty: 5318.806152
	Iteration 175Q: 3 clusters Score -8388711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -8388711.000000 Penalty: 5318.806152
	Iteration 176F: 3 clusters Score -8388711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -86061.546875 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -86061.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -84543.562500 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -84543.56 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84726.726562 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -84726.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -84799.710938 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -84799.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -84831.937500 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -84831.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -84847.437500 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -84847.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -84852.648438 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -84852.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -84854.578125 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -84854.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -84858.476562 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -84858.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -84874.750000 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -84874.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -84893.773438 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -84893.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -84930.585938 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -84930.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -84954.695312 Penalty: 3070.396484
	Iteration 11Q: 3 clusters Score -84954.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -84992.210938 Penalty: 3070.396484
	Iteration 12Q: 3 clusters Score -84992.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -85009.953125 Penalty: 3070.396484
	Iteration 13Q: 3 clusters Score -85009.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -85018.812500 Penalty: 3070.396484
	Iteration 14Q: 3 clusters Score -85018.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -85029.757812 Penalty: 3070.396484
	Iteration 15Q: 3 clusters Score -85029.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -85031.835938 Penalty: 3070.396484
	Iteration 16Q: 3 clusters Score -85031.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -85031.835938 Penalty: 3070.396484
	Iteration 17F: 3 clusters Score -85031.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Entering Unmasked Estep 
Score: -8341750.500000 Penalty: 2658.330078
	Iteration 0F: 2 clusters Score -8341750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -8312522.000000 Penalty: 5316.660156
	Iteration 0F: 3 clusters Score -8312522 nChanged 20865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -8324067.500000 Penalty: 5316.660156
	Iteration 1F: 3 clusters Score -8324068 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -8324503.000000 Penalty: 5316.660156
	Iteration 2Q: 3 clusters Score -8324503 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -8324945.500000 Penalty: 5316.660156
	Iteration 3Q: 3 clusters Score -8324946 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -8325345.000000 Penalty: 5316.660156
	Iteration 4Q: 3 clusters Score -8325345 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -8325918.000000 Penalty: 5316.660156
	Iteration 5Q: 3 clusters Score -8325918 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -8326805.500000 Penalty: 5316.660156
	Iteration 6Q: 3 clusters Score -8326806 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -8328238.500000 Penalty: 5316.660156
	Iteration 7F: 3 clusters Score -8328238 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -8330515.500000 Penalty: 5316.660156
	Iteration 8F: 3 clusters Score -8330516 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -8333580.000000 Penalty: 5316.660156
	Iteration 9F: 3 clusters Score -8333580 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -8336711.000000 Penalty: 5316.660156
	Iteration 10F: 3 clusters Score -8336711 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8338585.000000 Penalty: 5316.660156
	Iteration 11Q: 3 clusters Score -8338585 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8339169.500000 Penalty: 5316.660156
	Iteration 12Q: 3 clusters Score -8339170 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8339315.500000 Penalty: 5316.660156
	Iteration 13Q: 3 clusters Score -8339316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8339363.500000 Penalty: 5316.660156
	Iteration 14Q: 3 clusters Score -8339364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8339405.500000 Penalty: 5316.660156
	Iteration 15Q: 3 clusters Score -8339406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8339425.500000 Penalty: 5316.660156
	Iteration 16Q: 3 clusters Score -8339426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8339447.500000 Penalty: 5316.660156
	Iteration 17Q: 3 clusters Score -8339448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8339455.000000 Penalty: 5316.660156
	Iteration 18Q: 3 clusters Score -8339455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8339462.000000 Penalty: 5316.660156
	Iteration 19Q: 3 clusters Score -8339462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8339478.000000 Penalty: 5316.660156
	Iteration 20F: 3 clusters Score -8339478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8339483.500000 Penalty: 5316.660156
	Iteration 21Q: 3 clusters Score -8339484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8339488.500000 Penalty: 5316.660156
	Iteration 22Q: 3 clusters Score -8339488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8339489.000000 Penalty: 5316.660156
	Iteration 23Q: 3 clusters Score -8339489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8339489.000000 Penalty: 5316.660156
	Iteration 24F: 3 clusters Score -8339489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Entering Unmasked Estep 
Score: -8722777.000000 Penalty: 2668.723877
	Iteration 0F: 2 clusters Score -8722777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -8693459.000000 Penalty: 5337.447754
	Iteration 0F: 3 clusters Score -8693459 nChanged 21714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -8705381.000000 Penalty: 5337.447754
	Iteration 1F: 3 clusters Score -8705381 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -8706025.000000 Penalty: 5337.447754
	Iteration 2Q: 3 clusters Score -8706025 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -8706784.000000 Penalty: 5337.447754
	Iteration 3Q: 3 clusters Score -8706784 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -8707632.000000 Penalty: 5337.447754
	Iteration 4Q: 3 clusters Score -8707632 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -8708695.000000 Penalty: 5337.447754
	Iteration 5Q: 3 clusters Score -8708695 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -8710053.000000 Penalty: 5337.447754
	Iteration 6F: 3 clusters Score -8710053 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -8711705.000000 Penalty: 5337.447754
	Iteration 7F: 3 clusters Score -8711705 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -8713967.000000 Penalty: 5337.447754
	Iteration 8F: 3 clusters Score -8713967 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -8716229.000000 Penalty: 5337.447754
	Iteration 9F: 3 clusters Score -8716229 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -8717672.000000 Penalty: 5337.447754
	Iteration 10F: 3 clusters Score -8717672 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -8718398.000000 Penalty: 5337.447754
	Iteration 11Q: 3 clusters Score -8718398 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -8718788.000000 Penalty: 5337.447754
	Iteration 12Q: 3 clusters Score -8718788 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -8719101.000000 Penalty: 5337.447754
	Iteration 13Q: 3 clusters Score -8719101 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -8719309.000000 Penalty: 5337.447754
	Iteration 14Q: 3 clusters Score -8719309 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -8719533.000000 Penalty: 5337.447754
	Iteration 15Q: 3 clusters Score -8719533 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -8719688.000000 Penalty: 5337.447754
	Iteration 16Q: 3 clusters Score -8719688 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -8719812.000000 Penalty: 5337.447754
	Iteration 17Q: 3 clusters Score -8719812 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -8719889.000000 Penalty: 5337.447754
	Iteration 18Q: 3 clusters Score -8719889 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -8719947.000000 Penalty: 5337.447754
	Iteration 19Q: 3 clusters Score -8719947 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -8720006.000000 Penalty: 5337.447754
	Iteration 20F: 3 clusters Score -8720006 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -8720020.000000 Penalty: 5337.447754
	Iteration 21Q: 3 clusters Score -8720020 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -8720042.000000 Penalty: 5337.447754
	Iteration 22Q: 3 clusters Score -8720042 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -8720040.000000 Penalty: 5337.447754
	Iteration 23Q: 3 clusters Score -8720040 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -8720064.000000 Penalty: 5337.447754
	Iteration 24Q: 3 clusters Score -8720064 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -8720064.000000 Penalty: 5337.447754
	Iteration 25Q: 3 clusters Score -8720064 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -8720071.000000 Penalty: 5337.447754
	Iteration 26Q: 3 clusters Score -8720071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -8720059.000000 Penalty: 5337.447754
	Iteration 27Q: 3 clusters Score -8720059 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -8720067.000000 Penalty: 5337.447754
	Iteration 28Q: 3 clusters Score -8720067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -8720073.000000 Penalty: 5337.447754
	Iteration 29Q: 3 clusters Score -8720073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -8720071.000000 Penalty: 5337.447754
	Iteration 30Q: 3 clusters Score -8720071 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -8720059.000000 Penalty: 5337.447754
	Iteration 31Q: 3 clusters Score -8720059 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -8720059.000000 Penalty: 5337.447754
	Iteration 32Q: 3 clusters Score -8720059 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -8720063.000000 Penalty: 5337.447754
	Iteration 33Q: 3 clusters Score -8720063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -8720065.000000 Penalty: 5337.447754
	Iteration 34Q: 3 clusters Score -8720065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -8720056.000000 Penalty: 5337.447754
	Iteration 35Q: 3 clusters Score -8720056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -8720060.000000 Penalty: 5337.447754
	Iteration 36Q: 3 clusters Score -8720060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -8720069.000000 Penalty: 5337.447754
	Iteration 37Q: 3 clusters Score -8720069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -8720056.000000 Penalty: 5337.447754
	Iteration 38Q: 3 clusters Score -8720056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -8720042.000000 Penalty: 5337.447754
	Iteration 39Q: 3 clusters Score -8720042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -8720042.000000 Penalty: 5337.447754
	Iteration 40F: 3 clusters Score -8720042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -8720048.000000 Penalty: 5337.447754
	Iteration 41Q: 3 clusters Score -8720048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -8720051.000000 Penalty: 5337.447754
	Iteration 42Q: 3 clusters Score -8720051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -8720046.000000 Penalty: 5337.447754
	Iteration 43Q: 3 clusters Score -8720046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -8720048.000000 Penalty: 5337.447754
	Iteration 44Q: 3 clusters Score -8720048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -8720052.000000 Penalty: 5337.447754
	Iteration 45Q: 3 clusters Score -8720052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -8720054.000000 Penalty: 5337.447754
	Iteration 46Q: 3 clusters Score -8720054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -8720051.000000 Penalty: 5337.447754
	Iteration 47Q: 3 clusters Score -8720051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -8720049.000000 Penalty: 5337.447754
	Iteration 48Q: 3 clusters Score -8720049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -8720055.000000 Penalty: 5337.447754
	Iteration 49Q: 3 clusters Score -8720055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -8720048.000000 Penalty: 5337.447754
	Iteration 50Q: 3 clusters Score -8720048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -8720054.000000 Penalty: 5337.447754
	Iteration 51Q: 3 clusters Score -8720054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -8720056.000000 Penalty: 5337.447754
	Iteration 52Q: 3 clusters Score -8720056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -8720057.000000 Penalty: 5337.447754
	Iteration 53Q: 3 clusters Score -8720057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -8720064.000000 Penalty: 5337.447754
	Iteration 54Q: 3 clusters Score -8720064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -8720053.000000 Penalty: 5337.447754
	Iteration 55Q: 3 clusters Score -8720053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -8720056.000000 Penalty: 5337.447754
	Iteration 56Q: 3 clusters Score -8720056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -8720045.000000 Penalty: 5337.447754
	Iteration 57Q: 3 clusters Score -8720045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -8720042.000000 Penalty: 5337.447754
	Iteration 58Q: 3 clusters Score -8720042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -8720048.000000 Penalty: 5337.447754
	Iteration 59Q: 3 clusters Score -8720048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -8720049.000000 Penalty: 5337.447754
	Iteration 60F: 3 clusters Score -8720049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -8720053.000000 Penalty: 5337.447754
	Iteration 61Q: 3 clusters Score -8720053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -8720049.000000 Penalty: 5337.447754
	Iteration 62Q: 3 clusters Score -8720049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -8720055.000000 Penalty: 5337.447754
	Iteration 63Q: 3 clusters Score -8720055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -8720052.000000 Penalty: 5337.447754
	Iteration 64Q: 3 clusters Score -8720052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -8720052.000000 Penalty: 5337.447754
	Iteration 65Q: 3 clusters Score -8720052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -8720054.000000 Penalty: 5337.447754
	Iteration 66Q: 3 clusters Score -8720054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -8720057.000000 Penalty: 5337.447754
	Iteration 67Q: 3 clusters Score -8720057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -8720049.000000 Penalty: 5337.447754
	Iteration 68Q: 3 clusters Score -8720049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -8720056.000000 Penalty: 5337.447754
	Iteration 69Q: 3 clusters Score -8720056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -8720057.000000 Penalty: 5337.447754
	Iteration 70Q: 3 clusters Score -8720057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -8720058.000000 Penalty: 5337.447754
	Iteration 71Q: 3 clusters Score -8720058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -8720060.000000 Penalty: 5337.447754
	Iteration 72Q: 3 clusters Score -8720060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -8720062.000000 Penalty: 5337.447754
	Iteration 73Q: 3 clusters Score -8720062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -8720052.000000 Penalty: 5337.447754
	Iteration 74Q: 3 clusters Score -8720052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -8720059.000000 Penalty: 5337.447754
	Iteration 75Q: 3 clusters Score -8720059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -8720056.000000 Penalty: 5337.447754
	Iteration 76Q: 3 clusters Score -8720056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -8720063.000000 Penalty: 5337.447754
	Iteration 77Q: 3 clusters Score -8720063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -8720058.000000 Penalty: 5337.447754
	Iteration 78Q: 3 clusters Score -8720058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -8720054.000000 Penalty: 5337.447754
	Iteration 79Q: 3 clusters Score -8720054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -8720054.000000 Penalty: 5337.447754
	Iteration 80F: 3 clusters Score -8720054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -73676.953125 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -73676.95 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 229 members 
Entering Unmasked Estep 
Score: -72240.960938 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -72240.96 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72382.648438 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -72382.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72412.929688 Penalty: 3016.780762
	Iteration 2Q: 3 clusters Score -72412.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72424.414062 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -72424.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72427.492188 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -72427.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72428.773438 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -72428.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72428.773438 Penalty: 3016.780762
	Iteration 6F: 3 clusters Score -72428.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Entering Unmasked Estep 
Score: -10135794.000000 Penalty: 2704.080078
	Iteration 0F: 2 clusters Score -1.013579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -10107161.000000 Penalty: 5408.160156
	Iteration 0F: 3 clusters Score -1.010716e+07 nChanged 25141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -10120945.000000 Penalty: 5408.160156
	Iteration 1F: 3 clusters Score -1.012094e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -10121678.000000 Penalty: 5408.160156
	Iteration 2Q: 3 clusters Score -1.012168e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -10122470.000000 Penalty: 5408.160156
	Iteration 3Q: 3 clusters Score -1.012247e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -10123369.000000 Penalty: 5408.160156
	Iteration 4Q: 3 clusters Score -1.012337e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -10124389.000000 Penalty: 5408.160156
	Iteration 5Q: 3 clusters Score -1.012439e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -10125694.000000 Penalty: 5408.160156
	Iteration 6Q: 3 clusters Score -1.012569e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -10127216.000000 Penalty: 5408.160156
	Iteration 7F: 3 clusters Score -1.012722e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -10129051.000000 Penalty: 5408.160156
	Iteration 8F: 3 clusters Score -1.012905e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -10130972.000000 Penalty: 5408.160156
	Iteration 9F: 3 clusters Score -1.013097e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -10132697.000000 Penalty: 5408.160156
	Iteration 10F: 3 clusters Score -1.01327e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -10133629.000000 Penalty: 5408.160156
	Iteration 11Q: 3 clusters Score -1.013363e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -10134100.000000 Penalty: 5408.160156
	Iteration 12Q: 3 clusters Score -1.01341e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -10134297.000000 Penalty: 5408.160156
	Iteration 13Q: 3 clusters Score -1.01343e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -10134423.000000 Penalty: 5408.160156
	Iteration 14Q: 3 clusters Score -1.013442e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -10134485.000000 Penalty: 5408.160156
	Iteration 15Q: 3 clusters Score -1.013448e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -10134559.000000 Penalty: 5408.160156
	Iteration 16Q: 3 clusters Score -1.013456e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -10134649.000000 Penalty: 5408.160156
	Iteration 17Q: 3 clusters Score -1.013465e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -10134752.000000 Penalty: 5408.160156
	Iteration 18Q: 3 clusters Score -1.013475e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -10134822.000000 Penalty: 5408.160156
	Iteration 19Q: 3 clusters Score -1.013482e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -10134911.000000 Penalty: 5408.160156
	Iteration 20F: 3 clusters Score -1.013491e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -10135062.000000 Penalty: 5408.160156
	Iteration 21Q: 3 clusters Score -1.013506e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -10135103.000000 Penalty: 5408.160156
	Iteration 22Q: 3 clusters Score -1.01351e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -10135226.000000 Penalty: 5408.160156
	Iteration 23Q: 3 clusters Score -1.013523e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -10135343.000000 Penalty: 5408.160156
	Iteration 24Q: 3 clusters Score -1.013534e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -10135498.000000 Penalty: 5408.160156
	Iteration 25Q: 3 clusters Score -1.01355e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -10135542.000000 Penalty: 5408.160156
	Iteration 26Q: 3 clusters Score -1.013554e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -10135631.000000 Penalty: 5408.160156
	Iteration 27Q: 3 clusters Score -1.013563e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -10135725.000000 Penalty: 5408.160156
	Iteration 28Q: 3 clusters Score -1.013572e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -10135882.000000 Penalty: 5408.160156
	Iteration 29Q: 3 clusters Score -1.013588e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -10136003.000000 Penalty: 5408.160156
	Iteration 30Q: 3 clusters Score -1.0136e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -10136096.000000 Penalty: 5408.160156
	Iteration 31Q: 3 clusters Score -1.01361e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -10136176.000000 Penalty: 5408.160156
	Iteration 32Q: 3 clusters Score -1.013618e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -10136229.000000 Penalty: 5408.160156
	Iteration 33Q: 3 clusters Score -1.013623e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -10136278.000000 Penalty: 5408.160156
	Iteration 34Q: 3 clusters Score -1.013628e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -10136346.000000 Penalty: 5408.160156
	Iteration 35Q: 3 clusters Score -1.013635e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -10136371.000000 Penalty: 5408.160156
	Iteration 36Q: 3 clusters Score -1.013637e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -10136356.000000 Penalty: 5408.160156
	Iteration 37Q: 3 clusters Score -1.013636e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -10136368.000000 Penalty: 5408.160156
	Iteration 38Q: 3 clusters Score -1.013637e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -10136358.000000 Penalty: 5408.160156
	Iteration 39Q: 3 clusters Score -1.013636e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -10136369.000000 Penalty: 5408.160156
	Iteration 40F: 3 clusters Score -1.013637e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -10136342.000000 Penalty: 5408.160156
	Iteration 41Q: 3 clusters Score -1.013634e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -10136344.000000 Penalty: 5408.160156
	Iteration 42Q: 3 clusters Score -1.013634e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -10136335.000000 Penalty: 5408.160156
	Iteration 43Q: 3 clusters Score -1.013634e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -10136339.000000 Penalty: 5408.160156
	Iteration 44Q: 3 clusters Score -1.013634e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -10136352.000000 Penalty: 5408.160156
	Iteration 45Q: 3 clusters Score -1.013635e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -10136326.000000 Penalty: 5408.160156
	Iteration 46Q: 3 clusters Score -1.013633e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -10136336.000000 Penalty: 5408.160156
	Iteration 47Q: 3 clusters Score -1.013634e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -10136316.000000 Penalty: 5408.160156
	Iteration 48Q: 3 clusters Score -1.013632e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -10136295.000000 Penalty: 5408.160156
	Iteration 49Q: 3 clusters Score -1.01363e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -10136314.000000 Penalty: 5408.160156
	Iteration 50Q: 3 clusters Score -1.013631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -10136314.000000 Penalty: 5408.160156
	Iteration 51Q: 3 clusters Score -1.013631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -10136310.000000 Penalty: 5408.160156
	Iteration 52Q: 3 clusters Score -1.013631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -10136311.000000 Penalty: 5408.160156
	Iteration 53Q: 3 clusters Score -1.013631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -10136316.000000 Penalty: 5408.160156
	Iteration 54Q: 3 clusters Score -1.013632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -10136311.000000 Penalty: 5408.160156
	Iteration 55Q: 3 clusters Score -1.013631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -10136317.000000 Penalty: 5408.160156
	Iteration 56Q: 3 clusters Score -1.013632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -10136321.000000 Penalty: 5408.160156
	Iteration 57Q: 3 clusters Score -1.013632e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -10136311.000000 Penalty: 5408.160156
	Iteration 58Q: 3 clusters Score -1.013631e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -10136319.000000 Penalty: 5408.160156
	Iteration 59Q: 3 clusters Score -1.013632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -10136319.000000 Penalty: 5408.160156
	Iteration 60F: 3 clusters Score -1.013632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -10136310.000000 Penalty: 5408.160156
	Iteration 61Q: 3 clusters Score -1.013631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -10136315.000000 Penalty: 5408.160156
	Iteration 62Q: 3 clusters Score -1.013632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -10136310.000000 Penalty: 5408.160156
	Iteration 63Q: 3 clusters Score -1.013631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -10136298.000000 Penalty: 5408.160156
	Iteration 64Q: 3 clusters Score -1.01363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -10136294.000000 Penalty: 5408.160156
	Iteration 65Q: 3 clusters Score -1.013629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -10136292.000000 Penalty: 5408.160156
	Iteration 66Q: 3 clusters Score -1.013629e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -10136293.000000 Penalty: 5408.160156
	Iteration 67Q: 3 clusters Score -1.013629e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -10136290.000000 Penalty: 5408.160156
	Iteration 68Q: 3 clusters Score -1.013629e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -10136278.000000 Penalty: 5408.160156
	Iteration 69Q: 3 clusters Score -1.013628e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -10136285.000000 Penalty: 5408.160156
	Iteration 70Q: 3 clusters Score -1.013628e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -10136287.000000 Penalty: 5408.160156
	Iteration 71Q: 3 clusters Score -1.013629e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -10136301.000000 Penalty: 5408.160156
	Iteration 72Q: 3 clusters Score -1.01363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -10136288.000000 Penalty: 5408.160156
	Iteration 73Q: 3 clusters Score -1.013629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -10136287.000000 Penalty: 5408.160156
	Iteration 74Q: 3 clusters Score -1.013629e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -10136300.000000 Penalty: 5408.160156
	Iteration 75Q: 3 clusters Score -1.01363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -10136300.000000 Penalty: 5408.160156
	Iteration 76Q: 3 clusters Score -1.01363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -10136296.000000 Penalty: 5408.160156
	Iteration 77Q: 3 clusters Score -1.01363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -10136294.000000 Penalty: 5408.160156
	Iteration 78Q: 3 clusters Score -1.013629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -10136296.000000 Penalty: 5408.160156
	Iteration 79Q: 3 clusters Score -1.01363e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -10136299.000000 Penalty: 5408.160156
	Iteration 80F: 3 clusters Score -1.01363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -10136299.000000 Penalty: 5408.160156
	Iteration 81Q: 3 clusters Score -1.01363e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -10136291.000000 Penalty: 5408.160156
	Iteration 82Q: 3 clusters Score -1.013629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -10136291.000000 Penalty: 5408.160156
	Iteration 83Q: 3 clusters Score -1.013629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -10136288.000000 Penalty: 5408.160156
	Iteration 84Q: 3 clusters Score -1.013629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -10136288.000000 Penalty: 5408.160156
	Iteration 85F: 3 clusters Score -1.013629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 43899 members 
Mstep: Class 3 contains 46927 members 
Mstep: Class 4 contains 46354 members 
Mstep: Class 5 contains 53285 members 
Mstep: Class 6 contains 46263 members 
Mstep: Class 7 contains 43297 members 
Mstep: Class 8 contains 45406 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45210 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 11072 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43344 members 
Mstep: Class 17 contains 41403 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49880 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48793 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 46755 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
Score: -126909656.000000 Penalty: 80096.007812
Splitting cluster 13 changes total score from -126909736.000000 to -126909656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -92914.156250 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -92914.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -91412.421875 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -91412.42 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -91667.968750 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -91667.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91747.835938 Penalty: 3115.076416
	Iteration 2Q: 3 clusters Score -91747.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91799.695312 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -91799.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91833.179688 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -91833.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91842.320312 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -91842.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91852.109375 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -91852.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -91857.718750 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -91857.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -91859.429688 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -91859.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -91860.492188 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -91860.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91861.687500 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -91861.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91861.687500 Penalty: 3115.076416
	Iteration 11F: 3 clusters Score -91861.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -112749.242188 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -112749.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -111101.984375 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -111102 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -111568.796875 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -111568.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111774.742188 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -111774.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112042.609375 Penalty: 3364.529297
	Iteration 3F: 3 clusters Score -112042.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112259.671875 Penalty: 3364.529297
	Iteration 4F: 3 clusters Score -112259.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -112383.203125 Penalty: 3364.529297
	Iteration 5F: 3 clusters Score -112383.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -112468.539062 Penalty: 3364.529297
	Iteration 6Q: 3 clusters Score -112468.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112527.515625 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -112527.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -112596.484375 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -112596.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112633.960938 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -112634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112657.921875 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -112657.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112674.726562 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -112674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -112685.492188 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -112685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112692.054688 Penalty: 3364.529297
	Iteration 13Q: 3 clusters Score -112692.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -112701.781250 Penalty: 3364.529297
	Iteration 14Q: 3 clusters Score -112701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112705.812500 Penalty: 3364.529297
	Iteration 15Q: 3 clusters Score -112705.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112708.468750 Penalty: 3364.529297
	Iteration 16Q: 3 clusters Score -112708.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112710.195312 Penalty: 3364.529297
	Iteration 17Q: 3 clusters Score -112710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112711.679688 Penalty: 3364.529297
	Iteration 18Q: 3 clusters Score -112711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112715.257812 Penalty: 3364.529297
	Iteration 19F: 3 clusters Score -112715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112724.250000 Penalty: 3364.529297
	Iteration 20F: 3 clusters Score -112724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112734.101562 Penalty: 3364.529297
	Iteration 21Q: 3 clusters Score -112734.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -112755.890625 Penalty: 3364.529297
	Iteration 22Q: 3 clusters Score -112755.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112780.968750 Penalty: 3364.529297
	Iteration 23Q: 3 clusters Score -112781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112800.234375 Penalty: 3364.529297
	Iteration 24Q: 3 clusters Score -112800.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112824.843750 Penalty: 3364.529297
	Iteration 25Q: 3 clusters Score -112824.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112842.039062 Penalty: 3364.529297
	Iteration 26Q: 3 clusters Score -112842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112846.640625 Penalty: 3364.529297
	Iteration 27Q: 3 clusters Score -112846.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -112859.476562 Penalty: 3364.529297
	Iteration 28Q: 3 clusters Score -112859.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -112868.273438 Penalty: 3364.529297
	Iteration 29Q: 3 clusters Score -112868.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112873.046875 Penalty: 3364.529297
	Iteration 30Q: 3 clusters Score -112873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112881.085938 Penalty: 3364.529297
	Iteration 31Q: 3 clusters Score -112881.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -112888.960938 Penalty: 3364.529297
	Iteration 32Q: 3 clusters Score -112889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -112898.343750 Penalty: 3364.529297
	Iteration 33Q: 3 clusters Score -112898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112900.015625 Penalty: 3364.529297
	Iteration 34Q: 3 clusters Score -112900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112906.421875 Penalty: 3364.529297
	Iteration 35Q: 3 clusters Score -112906.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112909.234375 Penalty: 3364.529297
	Iteration 36Q: 3 clusters Score -112909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112922.062500 Penalty: 3364.529297
	Iteration 37Q: 3 clusters Score -112922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112928.765625 Penalty: 3364.529297
	Iteration 38Q: 3 clusters Score -112928.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112929.406250 Penalty: 3364.529297
	Iteration 39Q: 3 clusters Score -112929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -112929.406250 Penalty: 3364.529297
	Iteration 40F: 3 clusters Score -112929.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 43899 members 
Mstep: Class 3 contains 46927 members 
Mstep: Class 4 contains 46354 members 
Mstep: Class 5 contains 53285 members 
Mstep: Class 6 contains 46263 members 
Mstep: Class 7 contains 421 members 
Mstep: Class 8 contains 45406 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45210 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54369 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 43344 members 
Mstep: Class 17 contains 41403 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49880 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48793 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 46755 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
Score: -126908280.000000 Penalty: 80096.007812
Splitting cluster 15 changes total score from -126909736.000000 to -126908280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (43344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Entering Unmasked Estep 
Score: -8000479.000000 Penalty: 2647.877197
	Iteration 0F: 2 clusters Score -8000479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -7971677.000000 Penalty: 5295.754395
	Iteration 0F: 3 clusters Score -7971677 nChanged 19865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -7982806.500000 Penalty: 5295.754395
	Iteration 1F: 3 clusters Score -7982806 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -7983670.500000 Penalty: 5295.754395
	Iteration 2Q: 3 clusters Score -7983670 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -7984776.000000 Penalty: 5295.754395
	Iteration 3F: 3 clusters Score -7984776 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -7986122.500000 Penalty: 5295.754395
	Iteration 4F: 3 clusters Score -7986122 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -7987898.500000 Penalty: 5295.754395
	Iteration 5F: 3 clusters Score -7987898 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -7989989.000000 Penalty: 5295.754395
	Iteration 6F: 3 clusters Score -7989989 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -7992425.000000 Penalty: 5295.754395
	Iteration 7F: 3 clusters Score -7992425 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -7994809.500000 Penalty: 5295.754395
	Iteration 8F: 3 clusters Score -7994810 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -7996455.000000 Penalty: 5295.754395
	Iteration 9Q: 3 clusters Score -7996455 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -7997182.000000 Penalty: 5295.754395
	Iteration 10Q: 3 clusters Score -7997182 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -7997572.500000 Penalty: 5295.754395
	Iteration 11Q: 3 clusters Score -7997572 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -7997815.500000 Penalty: 5295.754395
	Iteration 12Q: 3 clusters Score -7997816 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -7998058.500000 Penalty: 5295.754395
	Iteration 13Q: 3 clusters Score -7998058 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -7998234.000000 Penalty: 5295.754395
	Iteration 14Q: 3 clusters Score -7998234 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -7998322.000000 Penalty: 5295.754395
	Iteration 15Q: 3 clusters Score -7998322 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -7998413.500000 Penalty: 5295.754395
	Iteration 16Q: 3 clusters Score -7998414 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -7998541.500000 Penalty: 5295.754395
	Iteration 17Q: 3 clusters Score -7998542 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -7998622.000000 Penalty: 5295.754395
	Iteration 18Q: 3 clusters Score -7998622 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -7998701.000000 Penalty: 5295.754395
	Iteration 19Q: 3 clusters Score -7998701 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -7998770.000000 Penalty: 5295.754395
	Iteration 20F: 3 clusters Score -7998770 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -7998801.000000 Penalty: 5295.754395
	Iteration 21Q: 3 clusters Score -7998801 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -7998852.000000 Penalty: 5295.754395
	Iteration 22Q: 3 clusters Score -7998852 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -7998896.500000 Penalty: 5295.754395
	Iteration 23Q: 3 clusters Score -7998896 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -7998924.500000 Penalty: 5295.754395
	Iteration 24Q: 3 clusters Score -7998924 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -7998953.000000 Penalty: 5295.754395
	Iteration 25Q: 3 clusters Score -7998953 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -7998973.000000 Penalty: 5295.754395
	Iteration 26Q: 3 clusters Score -7998973 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -7998987.500000 Penalty: 5295.754395
	Iteration 27Q: 3 clusters Score -7998988 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -7999023.500000 Penalty: 5295.754395
	Iteration 28Q: 3 clusters Score -7999024 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -7999046.500000 Penalty: 5295.754395
	Iteration 29Q: 3 clusters Score -7999046 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -7999042.500000 Penalty: 5295.754395
	Iteration 30Q: 3 clusters Score -7999042 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -7999077.500000 Penalty: 5295.754395
	Iteration 31Q: 3 clusters Score -7999078 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -7999091.000000 Penalty: 5295.754395
	Iteration 32Q: 3 clusters Score -7999091 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -7999111.500000 Penalty: 5295.754395
	Iteration 33Q: 3 clusters Score -7999112 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -7999118.500000 Penalty: 5295.754395
	Iteration 34Q: 3 clusters Score -7999118 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -7999120.000000 Penalty: 5295.754395
	Iteration 35Q: 3 clusters Score -7999120 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -7999126.000000 Penalty: 5295.754395
	Iteration 36Q: 3 clusters Score -7999126 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -7999155.000000 Penalty: 5295.754395
	Iteration 37Q: 3 clusters Score -7999155 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -7999147.000000 Penalty: 5295.754395
	Iteration 38Q: 3 clusters Score -7999147 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -7999132.000000 Penalty: 5295.754395
	Iteration 39Q: 3 clusters Score -7999132 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -7999144.000000 Penalty: 5295.754395
	Iteration 40F: 3 clusters Score -7999144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -7999142.500000 Penalty: 5295.754395
	Iteration 41Q: 3 clusters Score -7999142 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -7999163.500000 Penalty: 5295.754395
	Iteration 42Q: 3 clusters Score -7999164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -7999162.000000 Penalty: 5295.754395
	Iteration 43Q: 3 clusters Score -7999162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -7999165.000000 Penalty: 5295.754395
	Iteration 44Q: 3 clusters Score -7999165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -7999166.000000 Penalty: 5295.754395
	Iteration 45Q: 3 clusters Score -7999166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -7999153.000000 Penalty: 5295.754395
	Iteration 46Q: 3 clusters Score -7999153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -7999159.500000 Penalty: 5295.754395
	Iteration 47Q: 3 clusters Score -7999160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -7999162.500000 Penalty: 5295.754395
	Iteration 48Q: 3 clusters Score -7999162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -7999164.000000 Penalty: 5295.754395
	Iteration 49Q: 3 clusters Score -7999164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -7999160.500000 Penalty: 5295.754395
	Iteration 50Q: 3 clusters Score -7999160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -7999158.000000 Penalty: 5295.754395
	Iteration 51Q: 3 clusters Score -7999158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -7999169.000000 Penalty: 5295.754395
	Iteration 52Q: 3 clusters Score -7999169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -7999165.500000 Penalty: 5295.754395
	Iteration 53Q: 3 clusters Score -7999166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -7999160.500000 Penalty: 5295.754395
	Iteration 54Q: 3 clusters Score -7999160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -7999163.500000 Penalty: 5295.754395
	Iteration 55Q: 3 clusters Score -7999164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -7999161.000000 Penalty: 5295.754395
	Iteration 56Q: 3 clusters Score -7999161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -7999160.000000 Penalty: 5295.754395
	Iteration 57Q: 3 clusters Score -7999160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -7999157.000000 Penalty: 5295.754395
	Iteration 58Q: 3 clusters Score -7999157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -7999154.000000 Penalty: 5295.754395
	Iteration 59Q: 3 clusters Score -7999154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -7999154.000000 Penalty: 5295.754395
	Iteration 60F: 3 clusters Score -7999154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Entering Unmasked Estep 
Score: -7651310.500000 Penalty: 2636.514893
	Iteration 0F: 2 clusters Score -7651310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -7623748.000000 Penalty: 5273.029785
	Iteration 0F: 3 clusters Score -7623748 nChanged 18995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -7634193.500000 Penalty: 5273.029785
	Iteration 1F: 3 clusters Score -7634194 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -7634615.500000 Penalty: 5273.029785
	Iteration 2Q: 3 clusters Score -7634616 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -7635044.500000 Penalty: 5273.029785
	Iteration 3Q: 3 clusters Score -7635044 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -7635347.000000 Penalty: 5273.029785
	Iteration 4Q: 3 clusters Score -7635347 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -7635684.000000 Penalty: 5273.029785
	Iteration 5Q: 3 clusters Score -7635684 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -7636054.000000 Penalty: 5273.029785
	Iteration 6Q: 3 clusters Score -7636054 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -7636499.500000 Penalty: 5273.029785
	Iteration 7Q: 3 clusters Score -7636500 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -7637103.500000 Penalty: 5273.029785
	Iteration 8Q: 3 clusters Score -7637104 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -7637962.500000 Penalty: 5273.029785
	Iteration 9Q: 3 clusters Score -7637962 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -7639045.000000 Penalty: 5273.029785
	Iteration 10Q: 3 clusters Score -7639045 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -7640433.000000 Penalty: 5273.029785
	Iteration 11Q: 3 clusters Score -7640433 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -7642035.500000 Penalty: 5273.029785
	Iteration 12F: 3 clusters Score -7642036 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -7643692.500000 Penalty: 5273.029785
	Iteration 13Q: 3 clusters Score -7643692 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -7645281.500000 Penalty: 5273.029785
	Iteration 14Q: 3 clusters Score -7645282 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -7646394.500000 Penalty: 5273.029785
	Iteration 15Q: 3 clusters Score -7646394 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7647181.000000 Penalty: 5273.029785
	Iteration 16Q: 3 clusters Score -7647181 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7647730.500000 Penalty: 5273.029785
	Iteration 17Q: 3 clusters Score -7647730 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7648050.500000 Penalty: 5273.029785
	Iteration 18Q: 3 clusters Score -7648050 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7648330.000000 Penalty: 5273.029785
	Iteration 19Q: 3 clusters Score -7648330 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7648522.500000 Penalty: 5273.029785
	Iteration 20F: 3 clusters Score -7648522 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7648642.500000 Penalty: 5273.029785
	Iteration 21Q: 3 clusters Score -7648642 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7648728.500000 Penalty: 5273.029785
	Iteration 22Q: 3 clusters Score -7648728 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7648810.500000 Penalty: 5273.029785
	Iteration 23Q: 3 clusters Score -7648810 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7648851.000000 Penalty: 5273.029785
	Iteration 24Q: 3 clusters Score -7648851 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7648884.000000 Penalty: 5273.029785
	Iteration 25Q: 3 clusters Score -7648884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7648916.500000 Penalty: 5273.029785
	Iteration 26Q: 3 clusters Score -7648916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7648935.500000 Penalty: 5273.029785
	Iteration 27Q: 3 clusters Score -7648936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7648955.500000 Penalty: 5273.029785
	Iteration 28Q: 3 clusters Score -7648956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7648967.000000 Penalty: 5273.029785
	Iteration 29Q: 3 clusters Score -7648967 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7648977.500000 Penalty: 5273.029785
	Iteration 30Q: 3 clusters Score -7648978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7649005.500000 Penalty: 5273.029785
	Iteration 31Q: 3 clusters Score -7649006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7649004.500000 Penalty: 5273.029785
	Iteration 32Q: 3 clusters Score -7649004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7649010.500000 Penalty: 5273.029785
	Iteration 33Q: 3 clusters Score -7649010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7649019.500000 Penalty: 5273.029785
	Iteration 34Q: 3 clusters Score -7649020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7649025.000000 Penalty: 5273.029785
	Iteration 35Q: 3 clusters Score -7649025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7649026.500000 Penalty: 5273.029785
	Iteration 36Q: 3 clusters Score -7649026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7649032.000000 Penalty: 5273.029785
	Iteration 37Q: 3 clusters Score -7649032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7649040.500000 Penalty: 5273.029785
	Iteration 38Q: 3 clusters Score -7649040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7649032.000000 Penalty: 5273.029785
	Iteration 39Q: 3 clusters Score -7649032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7649041.500000 Penalty: 5273.029785
	Iteration 40F: 3 clusters Score -7649042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7649040.000000 Penalty: 5273.029785
	Iteration 41Q: 3 clusters Score -7649040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7649043.000000 Penalty: 5273.029785
	Iteration 42Q: 3 clusters Score -7649043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7649040.000000 Penalty: 5273.029785
	Iteration 43Q: 3 clusters Score -7649040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -7649041.500000 Penalty: 5273.029785
	Iteration 44Q: 3 clusters Score -7649042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7649035.500000 Penalty: 5273.029785
	Iteration 45Q: 3 clusters Score -7649036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7649040.500000 Penalty: 5273.029785
	Iteration 46Q: 3 clusters Score -7649040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7649041.500000 Penalty: 5273.029785
	Iteration 47Q: 3 clusters Score -7649042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7649051.500000 Penalty: 5273.029785
	Iteration 48Q: 3 clusters Score -7649052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7649046.500000 Penalty: 5273.029785
	Iteration 49Q: 3 clusters Score -7649046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7649049.500000 Penalty: 5273.029785
	Iteration 50Q: 3 clusters Score -7649050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7649046.500000 Penalty: 5273.029785
	Iteration 51Q: 3 clusters Score -7649046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7649048.000000 Penalty: 5273.029785
	Iteration 52Q: 3 clusters Score -7649048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7649050.000000 Penalty: 5273.029785
	Iteration 53Q: 3 clusters Score -7649050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7649055.000000 Penalty: 5273.029785
	Iteration 54Q: 3 clusters Score -7649055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7649061.000000 Penalty: 5273.029785
	Iteration 55Q: 3 clusters Score -7649061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7649060.000000 Penalty: 5273.029785
	Iteration 56Q: 3 clusters Score -7649060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7649058.500000 Penalty: 5273.029785
	Iteration 57Q: 3 clusters Score -7649058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7649058.000000 Penalty: 5273.029785
	Iteration 58Q: 3 clusters Score -7649058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7649059.000000 Penalty: 5273.029785
	Iteration 59Q: 3 clusters Score -7649059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7649059.000000 Penalty: 5273.029785
	Iteration 60F: 3 clusters Score -7649059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -86482.406250 Penalty: 1571.532837
	Iteration 0F: 2 clusters Score -86482.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85029.851562 Penalty: 3143.065674
	Iteration 0F: 3 clusters Score -85029.85 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85412.601562 Penalty: 3143.065674
	Iteration 1F: 3 clusters Score -85412.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85687.039062 Penalty: 3143.065674
	Iteration 2F: 3 clusters Score -85687.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85841.851562 Penalty: 3143.065674
	Iteration 3F: 3 clusters Score -85841.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -85987.406250 Penalty: 3143.065674
	Iteration 4Q: 3 clusters Score -85987.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -86234.382812 Penalty: 3143.065674
	Iteration 5Q: 3 clusters Score -86234.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86403.179688 Penalty: 3143.065674
	Iteration 6Q: 3 clusters Score -86403.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -86498.296875 Penalty: 3143.065674
	Iteration 7Q: 3 clusters Score -86498.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -86563.898438 Penalty: 3143.065674
	Iteration 8Q: 3 clusters Score -86563.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -86623.445312 Penalty: 3143.065674
	Iteration 9Q: 3 clusters Score -86623.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -86646.109375 Penalty: 3143.065674
	Iteration 10Q: 3 clusters Score -86646.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -86660.093750 Penalty: 3143.065674
	Iteration 11Q: 3 clusters Score -86660.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -86680.437500 Penalty: 3143.065674
	Iteration 12Q: 3 clusters Score -86680.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86698.664062 Penalty: 3143.065674
	Iteration 13Q: 3 clusters Score -86698.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86756.664062 Penalty: 3143.065674
	Iteration 14Q: 3 clusters Score -86756.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86803.664062 Penalty: 3143.065674
	Iteration 15Q: 3 clusters Score -86803.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86813.132812 Penalty: 3143.065674
	Iteration 16Q: 3 clusters Score -86813.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -86823.140625 Penalty: 3143.065674
	Iteration 17Q: 3 clusters Score -86823.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -86823.140625 Penalty: 3143.065674
	Iteration 18F: 3 clusters Score -86823.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 43899 members 
Mstep: Class 3 contains 46927 members 
Mstep: Class 4 contains 46354 members 
Mstep: Class 5 contains 53285 members 
Mstep: Class 6 contains 46263 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 45406 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45210 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54369 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43344 members 
Mstep: Class 17 contains 41403 members 
Mstep: Class 18 contains 284 members 
Mstep: Class 19 contains 49880 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48793 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 46755 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
Score: -126908496.000000 Penalty: 80096.007812
Splitting cluster 18 changes total score from -126909736.000000 to -126908496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Entering Unmasked Estep 
Score: -9134000.000000 Penalty: 2682.708984
	Iteration 0F: 2 clusters Score -9134000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -9101111.000000 Penalty: 5365.417969
	Iteration 0F: 3 clusters Score -9101111 nChanged 23063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -9113839.000000 Penalty: 5365.417969
	Iteration 1F: 3 clusters Score -9113839 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -9114319.000000 Penalty: 5365.417969
	Iteration 2Q: 3 clusters Score -9114319 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -9114874.000000 Penalty: 5365.417969
	Iteration 3Q: 3 clusters Score -9114874 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -9115565.000000 Penalty: 5365.417969
	Iteration 4Q: 3 clusters Score -9115565 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -9116597.000000 Penalty: 5365.417969
	Iteration 5Q: 3 clusters Score -9116597 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -9118212.000000 Penalty: 5365.417969
	Iteration 6F: 3 clusters Score -9118212 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -9120547.000000 Penalty: 5365.417969
	Iteration 7F: 3 clusters Score -9120547 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -9123632.000000 Penalty: 5365.417969
	Iteration 8F: 3 clusters Score -9123632 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -9126748.000000 Penalty: 5365.417969
	Iteration 9F: 3 clusters Score -9126748 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -9129037.000000 Penalty: 5365.417969
	Iteration 10F: 3 clusters Score -9129037 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -9130445.000000 Penalty: 5365.417969
	Iteration 11Q: 3 clusters Score -9130445 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9131236.000000 Penalty: 5365.417969
	Iteration 12Q: 3 clusters Score -9131236 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -9131653.000000 Penalty: 5365.417969
	Iteration 13Q: 3 clusters Score -9131653 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9131896.000000 Penalty: 5365.417969
	Iteration 14Q: 3 clusters Score -9131896 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9131999.000000 Penalty: 5365.417969
	Iteration 15Q: 3 clusters Score -9131999 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9132070.000000 Penalty: 5365.417969
	Iteration 16Q: 3 clusters Score -9132070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9132106.000000 Penalty: 5365.417969
	Iteration 17Q: 3 clusters Score -9132106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9132142.000000 Penalty: 5365.417969
	Iteration 18Q: 3 clusters Score -9132142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9132144.000000 Penalty: 5365.417969
	Iteration 19Q: 3 clusters Score -9132144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9132158.000000 Penalty: 5365.417969
	Iteration 20F: 3 clusters Score -9132158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9132182.000000 Penalty: 5365.417969
	Iteration 21Q: 3 clusters Score -9132182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9132193.000000 Penalty: 5365.417969
	Iteration 22Q: 3 clusters Score -9132193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9132197.000000 Penalty: 5365.417969
	Iteration 23Q: 3 clusters Score -9132197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9132208.000000 Penalty: 5365.417969
	Iteration 24Q: 3 clusters Score -9132208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9132219.000000 Penalty: 5365.417969
	Iteration 25Q: 3 clusters Score -9132219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9132225.000000 Penalty: 5365.417969
	Iteration 26Q: 3 clusters Score -9132225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9132220.000000 Penalty: 5365.417969
	Iteration 27Q: 3 clusters Score -9132220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9132229.000000 Penalty: 5365.417969
	Iteration 28Q: 3 clusters Score -9132229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9132225.000000 Penalty: 5365.417969
	Iteration 29Q: 3 clusters Score -9132225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9132231.000000 Penalty: 5365.417969
	Iteration 30Q: 3 clusters Score -9132231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9132236.000000 Penalty: 5365.417969
	Iteration 31Q: 3 clusters Score -9132236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9132236.000000 Penalty: 5365.417969
	Iteration 32Q: 3 clusters Score -9132236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9132235.000000 Penalty: 5365.417969
	Iteration 33Q: 3 clusters Score -9132235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9132235.000000 Penalty: 5365.417969
	Iteration 34Q: 3 clusters Score -9132235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9132237.000000 Penalty: 5365.417969
	Iteration 35Q: 3 clusters Score -9132237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9132237.000000 Penalty: 5365.417969
	Iteration 36Q: 3 clusters Score -9132237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9132238.000000 Penalty: 5365.417969
	Iteration 37Q: 3 clusters Score -9132238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9132238.000000 Penalty: 5365.417969
	Iteration 38Q: 3 clusters Score -9132238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9132243.000000 Penalty: 5365.417969
	Iteration 39Q: 3 clusters Score -9132243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9132240.000000 Penalty: 5365.417969
	Iteration 40F: 3 clusters Score -9132240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9132246.000000 Penalty: 5365.417969
	Iteration 41Q: 3 clusters Score -9132246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9132247.000000 Penalty: 5365.417969
	Iteration 42Q: 3 clusters Score -9132247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9132251.000000 Penalty: 5365.417969
	Iteration 43Q: 3 clusters Score -9132251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9132247.000000 Penalty: 5365.417969
	Iteration 44Q: 3 clusters Score -9132247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9132247.000000 Penalty: 5365.417969
	Iteration 45F: 3 clusters Score -9132247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -48002.226562 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -48002.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46822.164062 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -46822.16 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47168.605469 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -47168.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47360.281250 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -47360.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47525.875000 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -47525.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47626.605469 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -47626.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47686.000000 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -47686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47728.703125 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -47728.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47764.476562 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -47764.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47791.210938 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -47791.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47803.785156 Penalty: 3093.239258
	Iteration 9F: 3 clusters Score -47803.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47888.734375 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -47888.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47890.808594 Penalty: 3093.239258
	Iteration 11Q: 3 clusters Score -47890.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -47890.808594 Penalty: 3093.239258
	Iteration 12F: 3 clusters Score -47890.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Entering Unmasked Estep 
Score: -9053476.000000 Penalty: 2677.244873
	Iteration 0F: 2 clusters Score -9053476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -9024590.000000 Penalty: 5354.489746
	Iteration 0F: 3 clusters Score -9024590 nChanged 22558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -9037114.000000 Penalty: 5354.489746
	Iteration 1F: 3 clusters Score -9037114 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -9037915.000000 Penalty: 5354.489746
	Iteration 2Q: 3 clusters Score -9037915 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -9038879.000000 Penalty: 5354.489746
	Iteration 3Q: 3 clusters Score -9038879 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -9040176.000000 Penalty: 5354.489746
	Iteration 4Q: 3 clusters Score -9040176 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -9041821.000000 Penalty: 5354.489746
	Iteration 5F: 3 clusters Score -9041821 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -9043879.000000 Penalty: 5354.489746
	Iteration 6F: 3 clusters Score -9043879 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -9045907.000000 Penalty: 5354.489746
	Iteration 7F: 3 clusters Score -9045907 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -9047604.000000 Penalty: 5354.489746
	Iteration 8F: 3 clusters Score -9047604 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -9048478.000000 Penalty: 5354.489746
	Iteration 9Q: 3 clusters Score -9048478 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -9048861.000000 Penalty: 5354.489746
	Iteration 10Q: 3 clusters Score -9048861 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -9049076.000000 Penalty: 5354.489746
	Iteration 11Q: 3 clusters Score -9049076 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -9049222.000000 Penalty: 5354.489746
	Iteration 12Q: 3 clusters Score -9049222 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -9049323.000000 Penalty: 5354.489746
	Iteration 13Q: 3 clusters Score -9049323 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -9049428.000000 Penalty: 5354.489746
	Iteration 14Q: 3 clusters Score -9049428 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -9049558.000000 Penalty: 5354.489746
	Iteration 15Q: 3 clusters Score -9049558 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -9049639.000000 Penalty: 5354.489746
	Iteration 16Q: 3 clusters Score -9049639 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -9049721.000000 Penalty: 5354.489746
	Iteration 17Q: 3 clusters Score -9049721 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -9049864.000000 Penalty: 5354.489746
	Iteration 18Q: 3 clusters Score -9049864 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -9049971.000000 Penalty: 5354.489746
	Iteration 19Q: 3 clusters Score -9049971 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -9050040.000000 Penalty: 5354.489746
	Iteration 20F: 3 clusters Score -9050040 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -9050111.000000 Penalty: 5354.489746
	Iteration 21Q: 3 clusters Score -9050111 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -9050181.000000 Penalty: 5354.489746
	Iteration 22Q: 3 clusters Score -9050181 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -9050205.000000 Penalty: 5354.489746
	Iteration 23Q: 3 clusters Score -9050205 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -9050253.000000 Penalty: 5354.489746
	Iteration 24Q: 3 clusters Score -9050253 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -9050305.000000 Penalty: 5354.489746
	Iteration 25Q: 3 clusters Score -9050305 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -9050366.000000 Penalty: 5354.489746
	Iteration 26Q: 3 clusters Score -9050366 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -9050423.000000 Penalty: 5354.489746
	Iteration 27Q: 3 clusters Score -9050423 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -9050477.000000 Penalty: 5354.489746
	Iteration 28Q: 3 clusters Score -9050477 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -9050482.000000 Penalty: 5354.489746
	Iteration 29Q: 3 clusters Score -9050482 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -9050510.000000 Penalty: 5354.489746
	Iteration 30Q: 3 clusters Score -9050510 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -9050558.000000 Penalty: 5354.489746
	Iteration 31Q: 3 clusters Score -9050558 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -9050601.000000 Penalty: 5354.489746
	Iteration 32Q: 3 clusters Score -9050601 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -9050674.000000 Penalty: 5354.489746
	Iteration 33Q: 3 clusters Score -9050674 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -9050708.000000 Penalty: 5354.489746
	Iteration 34Q: 3 clusters Score -9050708 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -9050725.000000 Penalty: 5354.489746
	Iteration 35Q: 3 clusters Score -9050725 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -9050716.000000 Penalty: 5354.489746
	Iteration 36Q: 3 clusters Score -9050716 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -9050739.000000 Penalty: 5354.489746
	Iteration 37Q: 3 clusters Score -9050739 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -9050738.000000 Penalty: 5354.489746
	Iteration 38Q: 3 clusters Score -9050738 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -9050751.000000 Penalty: 5354.489746
	Iteration 39Q: 3 clusters Score -9050751 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -9050749.000000 Penalty: 5354.489746
	Iteration 40F: 3 clusters Score -9050749 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -9050737.000000 Penalty: 5354.489746
	Iteration 41Q: 3 clusters Score -9050737 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -9050772.000000 Penalty: 5354.489746
	Iteration 42Q: 3 clusters Score -9050772 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -9050781.000000 Penalty: 5354.489746
	Iteration 43Q: 3 clusters Score -9050781 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -9050799.000000 Penalty: 5354.489746
	Iteration 44Q: 3 clusters Score -9050799 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -9050825.000000 Penalty: 5354.489746
	Iteration 45Q: 3 clusters Score -9050825 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -9050832.000000 Penalty: 5354.489746
	Iteration 46Q: 3 clusters Score -9050832 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -9050826.000000 Penalty: 5354.489746
	Iteration 47Q: 3 clusters Score -9050826 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -9050844.000000 Penalty: 5354.489746
	Iteration 48Q: 3 clusters Score -9050844 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -9050842.000000 Penalty: 5354.489746
	Iteration 49Q: 3 clusters Score -9050842 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -9050870.000000 Penalty: 5354.489746
	Iteration 50Q: 3 clusters Score -9050870 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -9050868.000000 Penalty: 5354.489746
	Iteration 51Q: 3 clusters Score -9050868 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -9050877.000000 Penalty: 5354.489746
	Iteration 52Q: 3 clusters Score -9050877 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -9050871.000000 Penalty: 5354.489746
	Iteration 53Q: 3 clusters Score -9050871 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -9050892.000000 Penalty: 5354.489746
	Iteration 54Q: 3 clusters Score -9050892 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -9050903.000000 Penalty: 5354.489746
	Iteration 55Q: 3 clusters Score -9050903 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -9050871.000000 Penalty: 5354.489746
	Iteration 56Q: 3 clusters Score -9050871 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9050929 nChanged 71
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Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9050931 nChanged 71
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Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9050925 nChanged 78
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Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9050928 nChanged 85
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Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9050942 nChanged 84
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Mstep: Class 1 contains 28911 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9050932 nChanged 77
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Mstep: Class 1 contains 28884 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9050939 nChanged 73
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Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9050927 nChanged 57
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Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9050925 nChanged 57
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Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9050929 nChanged 51
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9050933 nChanged 57
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Mstep: Class 1 contains 28819 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9050938 nChanged 64
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Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9050943 nChanged 61
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Mstep: Class 1 contains 28820 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9050940 nChanged 63
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Mstep: Class 1 contains 28801 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9050948 nChanged 48
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Mstep: Class 1 contains 28783 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9050927 nChanged 51
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Mstep: Class 1 contains 28770 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9050913 nChanged 63
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Mstep: Class 1 contains 28745 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9050917 nChanged 52
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Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9050912 nChanged 49
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Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9050914 nChanged 56
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Mstep: Class 1 contains 28648 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9050918 nChanged 58
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Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9050912 nChanged 65
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Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9050924 nChanged 46
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Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9050920 nChanged 53
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Mstep: Class 1 contains 28540 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9050915 nChanged 60
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9050901 nChanged 67
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Mstep: Class 1 contains 28457 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9050924 nChanged 58
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Mstep: Class 1 contains 28421 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9050929 nChanged 49
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Mstep: Class 1 contains 28392 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9050943 nChanged 53
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Mstep: Class 1 contains 28351 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9050957 nChanged 53
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Mstep: Class 1 contains 28312 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9050972 nChanged 63
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9050960 nChanged 62
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9050961 nChanged 71
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9050952 nChanged 51
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9050943 nChanged 43
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Mstep: Class 1 contains 28140 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9050945 nChanged 39
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Mstep: Class 1 contains 28123 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9050963 nChanged 28
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Mstep: Class 1 contains 28109 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9050972 nChanged 25
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Mstep: Class 1 contains 28094 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9050970 nChanged 32
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	Iteration 99Q: 3 clusters Score -9050962 nChanged 28
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Mstep: Class 1 contains 28054 members 
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	Iteration 100F: 3 clusters Score -9050955 nChanged 24
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9050941 nChanged 27
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Mstep: Class 1 contains 28027 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9050944 nChanged 21
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Mstep: Class 1 contains 28020 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9050945 nChanged 23
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Mstep: Class 1 contains 28011 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9050938 nChanged 20
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Mstep: Class 1 contains 28001 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9050939 nChanged 23
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9050932 nChanged 26
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Mstep: Class 1 contains 27994 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9050930 nChanged 24
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9050924 nChanged 24
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	Iteration 109Q: 3 clusters Score -9050925 nChanged 26
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	Iteration 110Q: 3 clusters Score -9050925 nChanged 21
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9050938 nChanged 28
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9050953 nChanged 23
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9050958 nChanged 33
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	Iteration 114Q: 3 clusters Score -9050959 nChanged 33
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9050962 nChanged 27
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	Iteration 116Q: 3 clusters Score -9050958 nChanged 26
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9050944 nChanged 19
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	Iteration 118Q: 3 clusters Score -9050953 nChanged 22
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	Iteration 119Q: 3 clusters Score -9050946 nChanged 15
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9050958 nChanged 15
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	Iteration 121Q: 3 clusters Score -9050958 nChanged 16
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	Iteration 122Q: 3 clusters Score -9050959 nChanged 16
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	Iteration 123Q: 3 clusters Score -9050963 nChanged 24
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9050972 nChanged 22
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9050969 nChanged 18
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9050975 nChanged 12
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	Iteration 127Q: 3 clusters Score -9050980 nChanged 11
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	Iteration 128Q: 3 clusters Score -9050981 nChanged 11
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9050990 nChanged 14
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	Iteration 130Q: 3 clusters Score -9050978 nChanged 12
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	Iteration 131Q: 3 clusters Score -9050975 nChanged 12
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9050971 nChanged 13
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	Iteration 133Q: 3 clusters Score -9050975 nChanged 9
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	Iteration 134Q: 3 clusters Score -9050975 nChanged 12
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	Iteration 135Q: 3 clusters Score -9050976 nChanged 11
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	Iteration 136Q: 3 clusters Score -9050978 nChanged 13
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	Iteration 137Q: 3 clusters Score -9050967 nChanged 19
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	Iteration 138Q: 3 clusters Score -9050978 nChanged 26
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9050963 nChanged 15
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9050962 nChanged 8
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	Iteration 141Q: 3 clusters Score -9050958 nChanged 9
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	Iteration 142Q: 3 clusters Score -9050965 nChanged 10
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	Iteration 143Q: 3 clusters Score -9050975 nChanged 13
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	Iteration 144Q: 3 clusters Score -9050975 nChanged 7
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	Iteration 145Q: 3 clusters Score -9050969 nChanged 12
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	Iteration 146Q: 3 clusters Score -9050976 nChanged 9
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	Iteration 147Q: 3 clusters Score -9050971 nChanged 12
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	Iteration 148Q: 3 clusters Score -9050977 nChanged 12
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	Iteration 149Q: 3 clusters Score -9050979 nChanged 17
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	Iteration 150Q: 3 clusters Score -9050977 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -9050995.000000 Penalty: 5354.489746
	Iteration 151Q: 3 clusters Score -9050995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -9050983.000000 Penalty: 5354.489746
	Iteration 152Q: 3 clusters Score -9050983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -9050977.000000 Penalty: 5354.489746
	Iteration 153Q: 3 clusters Score -9050977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -9050984.000000 Penalty: 5354.489746
	Iteration 154Q: 3 clusters Score -9050984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -9050989.000000 Penalty: 5354.489746
	Iteration 155Q: 3 clusters Score -9050989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -9050987.000000 Penalty: 5354.489746
	Iteration 156Q: 3 clusters Score -9050987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -9050988.000000 Penalty: 5354.489746
	Iteration 157Q: 3 clusters Score -9050988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -9050982.000000 Penalty: 5354.489746
	Iteration 158Q: 3 clusters Score -9050982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -9050984.000000 Penalty: 5354.489746
	Iteration 159Q: 3 clusters Score -9050984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -9050977.000000 Penalty: 5354.489746
	Iteration 160F: 3 clusters Score -9050977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -9050978.000000 Penalty: 5354.489746
	Iteration 161Q: 3 clusters Score -9050978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -9050974.000000 Penalty: 5354.489746
	Iteration 162Q: 3 clusters Score -9050974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -9050982.000000 Penalty: 5354.489746
	Iteration 163Q: 3 clusters Score -9050982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -9050990.000000 Penalty: 5354.489746
	Iteration 164Q: 3 clusters Score -9050990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -9050983.000000 Penalty: 5354.489746
	Iteration 165Q: 3 clusters Score -9050983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -9050988.000000 Penalty: 5354.489746
	Iteration 166Q: 3 clusters Score -9050988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -9050994.000000 Penalty: 5354.489746
	Iteration 167Q: 3 clusters Score -9050994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -9050988.000000 Penalty: 5354.489746
	Iteration 168Q: 3 clusters Score -9050988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -9050973.000000 Penalty: 5354.489746
	Iteration 169Q: 3 clusters Score -9050973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -9050980.000000 Penalty: 5354.489746
	Iteration 170Q: 3 clusters Score -9050980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -9050985.000000 Penalty: 5354.489746
	Iteration 171Q: 3 clusters Score -9050985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -9050987.000000 Penalty: 5354.489746
	Iteration 172Q: 3 clusters Score -9050987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -9050982.000000 Penalty: 5354.489746
	Iteration 173Q: 3 clusters Score -9050982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -9050992.000000 Penalty: 5354.489746
	Iteration 174Q: 3 clusters Score -9050992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -9050991.000000 Penalty: 5354.489746
	Iteration 175Q: 3 clusters Score -9050991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -9050992.000000 Penalty: 5354.489746
	Iteration 176Q: 3 clusters Score -9050992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -9050993.000000 Penalty: 5354.489746
	Iteration 177Q: 3 clusters Score -9050993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -9050995.000000 Penalty: 5354.489746
	Iteration 178Q: 3 clusters Score -9050995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -9050987.000000 Penalty: 5354.489746
	Iteration 179Q: 3 clusters Score -9050987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -9050987.000000 Penalty: 5354.489746
	Iteration 180F: 3 clusters Score -9050987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -9050991.000000 Penalty: 5354.489746
	Iteration 181Q: 3 clusters Score -9050991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -9050996.000000 Penalty: 5354.489746
	Iteration 182Q: 3 clusters Score -9050996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -9050988.000000 Penalty: 5354.489746
	Iteration 183Q: 3 clusters Score -9050988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -9050991.000000 Penalty: 5354.489746
	Iteration 184Q: 3 clusters Score -9050991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -9050993.000000 Penalty: 5354.489746
	Iteration 185Q: 3 clusters Score -9050993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -9050980.000000 Penalty: 5354.489746
	Iteration 186Q: 3 clusters Score -9050980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -9050983.000000 Penalty: 5354.489746
	Iteration 187Q: 3 clusters Score -9050983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -9050991.000000 Penalty: 5354.489746
	Iteration 188Q: 3 clusters Score -9050991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -9050986.000000 Penalty: 5354.489746
	Iteration 189Q: 3 clusters Score -9050986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -9050988.000000 Penalty: 5354.489746
	Iteration 190Q: 3 clusters Score -9050988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -9050990.000000 Penalty: 5354.489746
	Iteration 191Q: 3 clusters Score -9050990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -9050990.000000 Penalty: 5354.489746
	Iteration 192Q: 3 clusters Score -9050990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -9050991.000000 Penalty: 5354.489746
	Iteration 193Q: 3 clusters Score -9050991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -9050991.000000 Penalty: 5354.489746
	Iteration 194F: 3 clusters Score -9050991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -432178.437500 Penalty: 1942.732788
	Iteration 0F: 2 clusters Score -432178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -429263.406250 Penalty: 3885.465576
	Iteration 0F: 3 clusters Score -429263.4 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -429832.468750 Penalty: 3885.465576
	Iteration 1F: 3 clusters Score -429832.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -429990.562500 Penalty: 3885.465576
	Iteration 2F: 3 clusters Score -429990.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -430092.312500 Penalty: 3885.465576
	Iteration 3Q: 3 clusters Score -430092.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -430204.875000 Penalty: 3885.465576
	Iteration 4Q: 3 clusters Score -430204.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -430373.750000 Penalty: 3885.465576
	Iteration 5Q: 3 clusters Score -430373.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -430578.875000 Penalty: 3885.465576
	Iteration 6F: 3 clusters Score -430578.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -430771.687500 Penalty: 3885.465576
	Iteration 7F: 3 clusters Score -430771.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -430947.031250 Penalty: 3885.465576
	Iteration 8F: 3 clusters Score -430947 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -431104.250000 Penalty: 3885.465576
	Iteration 9Q: 3 clusters Score -431104.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -431255.562500 Penalty: 3885.465576
	Iteration 10Q: 3 clusters Score -431255.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -431361.937500 Penalty: 3885.465576
	Iteration 11Q: 3 clusters Score -431361.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -431419.562500 Penalty: 3885.465576
	Iteration 12Q: 3 clusters Score -431419.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -431452.187500 Penalty: 3885.465576
	Iteration 13Q: 3 clusters Score -431452.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -431472.875000 Penalty: 3885.465576
	Iteration 14Q: 3 clusters Score -431472.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -431482.218750 Penalty: 3885.465576
	Iteration 15Q: 3 clusters Score -431482.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -431493.125000 Penalty: 3885.465576
	Iteration 16Q: 3 clusters Score -431493.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -431504.218750 Penalty: 3885.465576
	Iteration 17Q: 3 clusters Score -431504.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -431514.062500 Penalty: 3885.465576
	Iteration 18Q: 3 clusters Score -431514.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -431523.718750 Penalty: 3885.465576
	Iteration 19Q: 3 clusters Score -431523.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -431528.312500 Penalty: 3885.465576
	Iteration 20F: 3 clusters Score -431528.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -431532.375000 Penalty: 3885.465576
	Iteration 21Q: 3 clusters Score -431532.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -431535.062500 Penalty: 3885.465576
	Iteration 22Q: 3 clusters Score -431535.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -431537.312500 Penalty: 3885.465576
	Iteration 23Q: 3 clusters Score -431537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -431539.000000 Penalty: 3885.465576
	Iteration 24Q: 3 clusters Score -431539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -431539.625000 Penalty: 3885.465576
	Iteration 25Q: 3 clusters Score -431539.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -431540.625000 Penalty: 3885.465576
	Iteration 26Q: 3 clusters Score -431540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -431540.625000 Penalty: 3885.465576
	Iteration 27F: 3 clusters Score -431540.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Entering Unmasked Estep 
Score: -8554859.000000 Penalty: 2666.663574
	Iteration 0F: 2 clusters Score -8554859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -8524224.000000 Penalty: 5333.327148
	Iteration 0F: 3 clusters Score -8524224 nChanged 21492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -8535841.000000 Penalty: 5333.327148
	Iteration 1F: 3 clusters Score -8535841 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -8536337.000000 Penalty: 5333.327148
	Iteration 2Q: 3 clusters Score -8536337 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -8536764.000000 Penalty: 5333.327148
	Iteration 3Q: 3 clusters Score -8536764 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -8537251.000000 Penalty: 5333.327148
	Iteration 4Q: 3 clusters Score -8537251 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -8537730.000000 Penalty: 5333.327148
	Iteration 5Q: 3 clusters Score -8537730 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -8538223.000000 Penalty: 5333.327148
	Iteration 6Q: 3 clusters Score -8538223 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -8539115.000000 Penalty: 5333.327148
	Iteration 7Q: 3 clusters Score -8539115 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -8540417.000000 Penalty: 5333.327148
	Iteration 8Q: 3 clusters Score -8540417 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -8542414.000000 Penalty: 5333.327148
	Iteration 9F: 3 clusters Score -8542414 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -8544535.000000 Penalty: 5333.327148
	Iteration 10F: 3 clusters Score -8544535 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -8546195.000000 Penalty: 5333.327148
	Iteration 11F: 3 clusters Score -8546195 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -8547131.000000 Penalty: 5333.327148
	Iteration 12Q: 3 clusters Score -8547131 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -8547628.000000 Penalty: 5333.327148
	Iteration 13Q: 3 clusters Score -8547628 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -8547882.000000 Penalty: 5333.327148
	Iteration 14Q: 3 clusters Score -8547882 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -8548059.000000 Penalty: 5333.327148
	Iteration 15Q: 3 clusters Score -8548059 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -8548240.000000 Penalty: 5333.327148
	Iteration 16Q: 3 clusters Score -8548240 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -8548393.000000 Penalty: 5333.327148
	Iteration 17Q: 3 clusters Score -8548393 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -8548487.000000 Penalty: 5333.327148
	Iteration 18Q: 3 clusters Score -8548487 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -8548587.000000 Penalty: 5333.327148
	Iteration 19Q: 3 clusters Score -8548587 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -8548695.000000 Penalty: 5333.327148
	Iteration 20F: 3 clusters Score -8548695 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -8548819.000000 Penalty: 5333.327148
	Iteration 21Q: 3 clusters Score -8548819 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -8548945.000000 Penalty: 5333.327148
	Iteration 22Q: 3 clusters Score -8548945 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -8549136.000000 Penalty: 5333.327148
	Iteration 23Q: 3 clusters Score -8549136 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -8549307.000000 Penalty: 5333.327148
	Iteration 24Q: 3 clusters Score -8549307 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -8549533.000000 Penalty: 5333.327148
	Iteration 25Q: 3 clusters Score -8549533 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -8549802.000000 Penalty: 5333.327148
	Iteration 26Q: 3 clusters Score -8549802 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -8550110.000000 Penalty: 5333.327148
	Iteration 27Q: 3 clusters Score -8550110 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -8550454.000000 Penalty: 5333.327148
	Iteration 28Q: 3 clusters Score -8550454 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -8550789.000000 Penalty: 5333.327148
	Iteration 29Q: 3 clusters Score -8550789 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -8551104.000000 Penalty: 5333.327148
	Iteration 30Q: 3 clusters Score -8551104 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -8551400.000000 Penalty: 5333.327148
	Iteration 31Q: 3 clusters Score -8551400 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -8551611.000000 Penalty: 5333.327148
	Iteration 32Q: 3 clusters Score -8551611 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -8551790.000000 Penalty: 5333.327148
	Iteration 33Q: 3 clusters Score -8551790 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -8551986.000000 Penalty: 5333.327148
	Iteration 34Q: 3 clusters Score -8551986 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -8552188.000000 Penalty: 5333.327148
	Iteration 35Q: 3 clusters Score -8552188 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -8552318.000000 Penalty: 5333.327148
	Iteration 36Q: 3 clusters Score -8552318 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -8552446.000000 Penalty: 5333.327148
	Iteration 37Q: 3 clusters Score -8552446 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -8552556.000000 Penalty: 5333.327148
	Iteration 38Q: 3 clusters Score -8552556 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -8552676.000000 Penalty: 5333.327148
	Iteration 39Q: 3 clusters Score -8552676 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -8552842.000000 Penalty: 5333.327148
	Iteration 40F: 3 clusters Score -8552842 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -8552959.000000 Penalty: 5333.327148
	Iteration 41Q: 3 clusters Score -8552959 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -8553071.000000 Penalty: 5333.327148
	Iteration 42Q: 3 clusters Score -8553071 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -8553216.000000 Penalty: 5333.327148
	Iteration 43Q: 3 clusters Score -8553216 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -8553311.000000 Penalty: 5333.327148
	Iteration 44Q: 3 clusters Score -8553311 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -8553413.000000 Penalty: 5333.327148
	Iteration 45Q: 3 clusters Score -8553413 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -8553475.000000 Penalty: 5333.327148
	Iteration 46Q: 3 clusters Score -8553475 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -8553571.000000 Penalty: 5333.327148
	Iteration 47Q: 3 clusters Score -8553571 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -8553603.000000 Penalty: 5333.327148
	Iteration 48Q: 3 clusters Score -8553603 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -8553642.000000 Penalty: 5333.327148
	Iteration 49Q: 3 clusters Score -8553642 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -8553689.000000 Penalty: 5333.327148
	Iteration 50Q: 3 clusters Score -8553689 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -8553763.000000 Penalty: 5333.327148
	Iteration 51Q: 3 clusters Score -8553763 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -8553815.000000 Penalty: 5333.327148
	Iteration 52Q: 3 clusters Score -8553815 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -8553847.000000 Penalty: 5333.327148
	Iteration 53Q: 3 clusters Score -8553847 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8553863 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -8553897.000000 Penalty: 5333.327148
	Iteration 55Q: 3 clusters Score -8553897 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -8553933.000000 Penalty: 5333.327148
	Iteration 56Q: 3 clusters Score -8553933 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -8553944.000000 Penalty: 5333.327148
	Iteration 57Q: 3 clusters Score -8553944 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -8553973.000000 Penalty: 5333.327148
	Iteration 58Q: 3 clusters Score -8553973 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -8554003.000000 Penalty: 5333.327148
	Iteration 59Q: 3 clusters Score -8554003 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -8554007.000000 Penalty: 5333.327148
	Iteration 60F: 3 clusters Score -8554007 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -8554018.000000 Penalty: 5333.327148
	Iteration 61Q: 3 clusters Score -8554018 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -8554038.000000 Penalty: 5333.327148
	Iteration 62Q: 3 clusters Score -8554038 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -8554056.000000 Penalty: 5333.327148
	Iteration 63Q: 3 clusters Score -8554056 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -8554086.000000 Penalty: 5333.327148
	Iteration 64Q: 3 clusters Score -8554086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -8554098.000000 Penalty: 5333.327148
	Iteration 65Q: 3 clusters Score -8554098 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -8554107.000000 Penalty: 5333.327148
	Iteration 66Q: 3 clusters Score -8554107 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -8554123.000000 Penalty: 5333.327148
	Iteration 67Q: 3 clusters Score -8554123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -8554128.000000 Penalty: 5333.327148
	Iteration 68Q: 3 clusters Score -8554128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -8554132.000000 Penalty: 5333.327148
	Iteration 69Q: 3 clusters Score -8554132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -8554171.000000 Penalty: 5333.327148
	Iteration 70Q: 3 clusters Score -8554171 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -8554170.000000 Penalty: 5333.327148
	Iteration 71Q: 3 clusters Score -8554170 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -8554175.000000 Penalty: 5333.327148
	Iteration 72Q: 3 clusters Score -8554175 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -8554185.000000 Penalty: 5333.327148
	Iteration 73Q: 3 clusters Score -8554185 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -8554197.000000 Penalty: 5333.327148
	Iteration 74Q: 3 clusters Score -8554197 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -8554187.000000 Penalty: 5333.327148
	Iteration 75Q: 3 clusters Score -8554187 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -8554201.000000 Penalty: 5333.327148
	Iteration 76Q: 3 clusters Score -8554201 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -8554186.000000 Penalty: 5333.327148
	Iteration 77Q: 3 clusters Score -8554186 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -8554210.000000 Penalty: 5333.327148
	Iteration 78Q: 3 clusters Score -8554210 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -8554213.000000 Penalty: 5333.327148
	Iteration 79Q: 3 clusters Score -8554213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -8554225.000000 Penalty: 5333.327148
	Iteration 80F: 3 clusters Score -8554225 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -8554245.000000 Penalty: 5333.327148
	Iteration 81Q: 3 clusters Score -8554245 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -8554254.000000 Penalty: 5333.327148
	Iteration 82Q: 3 clusters Score -8554254 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -8554248.000000 Penalty: 5333.327148
	Iteration 83Q: 3 clusters Score -8554248 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -8554260.000000 Penalty: 5333.327148
	Iteration 84Q: 3 clusters Score -8554260 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -8554280.000000 Penalty: 5333.327148
	Iteration 85Q: 3 clusters Score -8554280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -8554277.000000 Penalty: 5333.327148
	Iteration 86Q: 3 clusters Score -8554277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -8554281.000000 Penalty: 5333.327148
	Iteration 87Q: 3 clusters Score -8554281 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -8554286.000000 Penalty: 5333.327148
	Iteration 88Q: 3 clusters Score -8554286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -8554273.000000 Penalty: 5333.327148
	Iteration 89Q: 3 clusters Score -8554273 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -8554266.000000 Penalty: 5333.327148
	Iteration 90Q: 3 clusters Score -8554266 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -8554287.000000 Penalty: 5333.327148
	Iteration 91Q: 3 clusters Score -8554287 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -8554299.000000 Penalty: 5333.327148
	Iteration 92Q: 3 clusters Score -8554299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -8554298.000000 Penalty: 5333.327148
	Iteration 93Q: 3 clusters Score -8554298 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -8554314.000000 Penalty: 5333.327148
	Iteration 94Q: 3 clusters Score -8554314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -8554313.000000 Penalty: 5333.327148
	Iteration 95Q: 3 clusters Score -8554313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -8554300.000000 Penalty: 5333.327148
	Iteration 96Q: 3 clusters Score -8554300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8554310.000000 Penalty: 5333.327148
	Iteration 97Q: 3 clusters Score -8554310 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -8554312.000000 Penalty: 5333.327148
	Iteration 98Q: 3 clusters Score -8554312 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -8554305.000000 Penalty: 5333.327148
	Iteration 99Q: 3 clusters Score -8554305 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -8554308.000000 Penalty: 5333.327148
	Iteration 100F: 3 clusters Score -8554308 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8554314 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -8554312.000000 Penalty: 5333.327148
	Iteration 102Q: 3 clusters Score -8554312 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -8554326.000000 Penalty: 5333.327148
	Iteration 103Q: 3 clusters Score -8554326 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -8554329.000000 Penalty: 5333.327148
	Iteration 104Q: 3 clusters Score -8554329 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -8554334.000000 Penalty: 5333.327148
	Iteration 105Q: 3 clusters Score -8554334 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -8554338.000000 Penalty: 5333.327148
	Iteration 106Q: 3 clusters Score -8554338 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -8554340.000000 Penalty: 5333.327148
	Iteration 107Q: 3 clusters Score -8554340 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -8554333.000000 Penalty: 5333.327148
	Iteration 108Q: 3 clusters Score -8554333 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -8554321.000000 Penalty: 5333.327148
	Iteration 109Q: 3 clusters Score -8554321 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -8554316.000000 Penalty: 5333.327148
	Iteration 110Q: 3 clusters Score -8554316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -8554328.000000 Penalty: 5333.327148
	Iteration 111Q: 3 clusters Score -8554328 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8554316 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -8554310.000000 Penalty: 5333.327148
	Iteration 113Q: 3 clusters Score -8554310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -8554312.000000 Penalty: 5333.327148
	Iteration 114Q: 3 clusters Score -8554312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -8554303.000000 Penalty: 5333.327148
	Iteration 115Q: 3 clusters Score -8554303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -8554300.000000 Penalty: 5333.327148
	Iteration 116Q: 3 clusters Score -8554300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -8554316.000000 Penalty: 5333.327148
	Iteration 117Q: 3 clusters Score -8554316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -8554312.000000 Penalty: 5333.327148
	Iteration 118Q: 3 clusters Score -8554312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -8554316.000000 Penalty: 5333.327148
	Iteration 119Q: 3 clusters Score -8554316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -8554311.000000 Penalty: 5333.327148
	Iteration 120F: 3 clusters Score -8554311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -8554311.000000 Penalty: 5333.327148
	Iteration 121Q: 3 clusters Score -8554311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -8554316.000000 Penalty: 5333.327148
	Iteration 122Q: 3 clusters Score -8554316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -8554319.000000 Penalty: 5333.327148
	Iteration 123Q: 3 clusters Score -8554319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -8554311.000000 Penalty: 5333.327148
	Iteration 124Q: 3 clusters Score -8554311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -8554311.000000 Penalty: 5333.327148
	Iteration 125Q: 3 clusters Score -8554311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -8554314.000000 Penalty: 5333.327148
	Iteration 126Q: 3 clusters Score -8554314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -8554310.000000 Penalty: 5333.327148
	Iteration 127Q: 3 clusters Score -8554310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -8554313.000000 Penalty: 5333.327148
	Iteration 128Q: 3 clusters Score -8554313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -8554313.000000 Penalty: 5333.327148
	Iteration 129Q: 3 clusters Score -8554313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -8554315.000000 Penalty: 5333.327148
	Iteration 130Q: 3 clusters Score -8554315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -8554319.000000 Penalty: 5333.327148
	Iteration 131Q: 3 clusters Score -8554319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -8554316.000000 Penalty: 5333.327148
	Iteration 132Q: 3 clusters Score -8554316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -8554313.000000 Penalty: 5333.327148
	Iteration 133Q: 3 clusters Score -8554313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -8554315.000000 Penalty: 5333.327148
	Iteration 134Q: 3 clusters Score -8554315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -8554317.000000 Penalty: 5333.327148
	Iteration 135Q: 3 clusters Score -8554317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -8554313.000000 Penalty: 5333.327148
	Iteration 136Q: 3 clusters Score -8554313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -8554313.000000 Penalty: 5333.327148
	Iteration 137Q: 3 clusters Score -8554313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -8554311.000000 Penalty: 5333.327148
	Iteration 138Q: 3 clusters Score -8554311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -8554310.000000 Penalty: 5333.327148
	Iteration 139Q: 3 clusters Score -8554310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -8554320.000000 Penalty: 5333.327148
	Iteration 140F: 3 clusters Score -8554320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -8554311.000000 Penalty: 5333.327148
	Iteration 141Q: 3 clusters Score -8554311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -8554315.000000 Penalty: 5333.327148
	Iteration 142Q: 3 clusters Score -8554315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -8554317.000000 Penalty: 5333.327148
	Iteration 143Q: 3 clusters Score -8554317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -8554321.000000 Penalty: 5333.327148
	Iteration 144Q: 3 clusters Score -8554321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -8554327.000000 Penalty: 5333.327148
	Iteration 145Q: 3 clusters Score -8554327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -8554331.000000 Penalty: 5333.327148
	Iteration 146Q: 3 clusters Score -8554331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -8554323.000000 Penalty: 5333.327148
	Iteration 147Q: 3 clusters Score -8554323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -8554328.000000 Penalty: 5333.327148
	Iteration 148Q: 3 clusters Score -8554328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -8554331.000000 Penalty: 5333.327148
	Iteration 149Q: 3 clusters Score -8554331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -8554328.000000 Penalty: 5333.327148
	Iteration 150Q: 3 clusters Score -8554328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -8554326.000000 Penalty: 5333.327148
	Iteration 151Q: 3 clusters Score -8554326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -8554325.000000 Penalty: 5333.327148
	Iteration 152Q: 3 clusters Score -8554325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -8554321.000000 Penalty: 5333.327148
	Iteration 153Q: 3 clusters Score -8554321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -8554319.000000 Penalty: 5333.327148
	Iteration 154Q: 3 clusters Score -8554319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -8554324.000000 Penalty: 5333.327148
	Iteration 155Q: 3 clusters Score -8554324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -8554318.000000 Penalty: 5333.327148
	Iteration 156Q: 3 clusters Score -8554318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -8554317.000000 Penalty: 5333.327148
	Iteration 157Q: 3 clusters Score -8554317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -8554308.000000 Penalty: 5333.327148
	Iteration 158Q: 3 clusters Score -8554308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -8554313.000000 Penalty: 5333.327148
	Iteration 159Q: 3 clusters Score -8554313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -8554313.000000 Penalty: 5333.327148
	Iteration 160F: 3 clusters Score -8554313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -133972.843750 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -133972.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -132255.390625 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -132255.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -132614.421875 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -132614.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -132760.953125 Penalty: 3354.886963
	Iteration 2F: 3 clusters Score -132761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -132833.843750 Penalty: 3354.886963
	Iteration 3Q: 3 clusters Score -132833.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -132884.468750 Penalty: 3354.886963
	Iteration 4Q: 3 clusters Score -132884.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -132930.187500 Penalty: 3354.886963
	Iteration 5Q: 3 clusters Score -132930.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -132992.109375 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -132992.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -133052.218750 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -133052.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133077.281250 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -133077.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -133104.109375 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -133104.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -133133.765625 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -133133.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -133147.703125 Penalty: 3354.886963
	Iteration 11Q: 3 clusters Score -133147.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -133165.281250 Penalty: 3354.886963
	Iteration 12Q: 3 clusters Score -133165.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -133178.218750 Penalty: 3354.886963
	Iteration 13Q: 3 clusters Score -133178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -133184.328125 Penalty: 3354.886963
	Iteration 14Q: 3 clusters Score -133184.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -133190.531250 Penalty: 3354.886963
	Iteration 15Q: 3 clusters Score -133190.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -133190.531250 Penalty: 3354.886963
	Iteration 16F: 3 clusters Score -133190.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 43899 members 
Mstep: Class 3 contains 46927 members 
Mstep: Class 4 contains 46354 members 
Mstep: Class 5 contains 53285 members 
Mstep: Class 6 contains 46263 members 
Mstep: Class 8 contains 45406 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45210 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54369 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43344 members 
Mstep: Class 17 contains 41403 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49880 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48793 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 46755 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909832.000000 Penalty: 76758.679688
Iteration 279Q: 24 clusters Score -1.269098e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 43912 members 
Mstep: Class 3 contains 46905 members 
Mstep: Class 4 contains 46299 members 
Mstep: Class 5 contains 53275 members 
Mstep: Class 6 contains 46171 members 
Mstep: Class 8 contains 45433 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45225 members 
Mstep: Class 11 contains 47144 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54386 members 
Mstep: Class 14 contains 534 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43343 members 
Mstep: Class 17 contains 41478 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49883 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48813 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 46773 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909808.000000 Penalty: 76758.679688
Iteration 280F: 24 clusters Score -1.269098e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 43917 members 
Mstep: Class 3 contains 46922 members 
Mstep: Class 4 contains 46250 members 
Mstep: Class 5 contains 53258 members 
Mstep: Class 6 contains 46105 members 
Mstep: Class 8 contains 45435 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45233 members 
Mstep: Class 11 contains 47166 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54395 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43363 members 
Mstep: Class 17 contains 41503 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49882 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48830 members 
Mstep: Class 22 contains 2524 members 
Mstep: Class 23 contains 46776 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909960.000000 Penalty: 76758.679688
Iteration 281Q: 24 clusters Score -1.2691e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 43919 members 
Mstep: Class 3 contains 46921 members 
Mstep: Class 4 contains 46195 members 
Mstep: Class 5 contains 53257 members 
Mstep: Class 6 contains 46067 members 
Mstep: Class 8 contains 45443 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45255 members 
Mstep: Class 11 contains 47158 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54389 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43375 members 
Mstep: Class 17 contains 41539 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49889 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48837 members 
Mstep: Class 22 contains 2525 members 
Mstep: Class 23 contains 46790 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909808.000000 Penalty: 76758.679688
Iteration 282Q: 24 clusters Score -1.269098e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 43925 members 
Mstep: Class 3 contains 46880 members 
Mstep: Class 4 contains 46138 members 
Mstep: Class 5 contains 53309 members 
Mstep: Class 6 contains 46020 members 
Mstep: Class 8 contains 45451 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45272 members 
Mstep: Class 11 contains 47151 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54402 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43383 members 
Mstep: Class 17 contains 41598 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49883 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48843 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 46778 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910208.000000 Penalty: 76758.679688
Iteration 283Q: 24 clusters Score -1.269102e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 43930 members 
Mstep: Class 3 contains 46842 members 
Mstep: Class 4 contains 46101 members 
Mstep: Class 5 contains 53328 members 
Mstep: Class 6 contains 45994 members 
Mstep: Class 8 contains 45420 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45281 members 
Mstep: Class 11 contains 47149 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54414 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43404 members 
Mstep: Class 17 contains 41673 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49860 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48852 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 46777 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910336.000000 Penalty: 76758.679688
Iteration 284Q: 24 clusters Score -1.269103e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 43913 members 
Mstep: Class 3 contains 46845 members 
Mstep: Class 4 contains 46082 members 
Mstep: Class 5 contains 53296 members 
Mstep: Class 6 contains 45953 members 
Mstep: Class 8 contains 45409 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45300 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54423 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43411 members 
Mstep: Class 17 contains 41748 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49837 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48874 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910152.000000 Penalty: 76758.679688
Iteration 285Q: 24 clusters Score -1.269102e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 43914 members 
Mstep: Class 3 contains 46839 members 
Mstep: Class 4 contains 46113 members 
Mstep: Class 5 contains 53252 members 
Mstep: Class 6 contains 45918 members 
Mstep: Class 8 contains 45387 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45290 members 
Mstep: Class 11 contains 47154 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54391 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43421 members 
Mstep: Class 17 contains 41842 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49816 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48915 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 46760 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910288.000000 Penalty: 76758.679688
Iteration 286Q: 24 clusters Score -1.269103e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 43919 members 
Mstep: Class 3 contains 46810 members 
Mstep: Class 4 contains 46113 members 
Mstep: Class 5 contains 53242 members 
Mstep: Class 6 contains 45902 members 
Mstep: Class 8 contains 45344 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45296 members 
Mstep: Class 11 contains 47153 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54406 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43437 members 
Mstep: Class 17 contains 41921 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49797 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48926 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 46742 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910136.000000 Penalty: 76758.679688
Iteration 287Q: 24 clusters Score -1.269101e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 43918 members 
Mstep: Class 3 contains 46761 members 
Mstep: Class 4 contains 46159 members 
Mstep: Class 5 contains 53238 members 
Mstep: Class 6 contains 45882 members 
Mstep: Class 8 contains 45331 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45305 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54411 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43431 members 
Mstep: Class 17 contains 41974 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49767 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48953 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 46724 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910352.000000 Penalty: 76758.679688
Iteration 288Q: 24 clusters Score -1.269104e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 43937 members 
Mstep: Class 3 contains 46747 members 
Mstep: Class 4 contains 46190 members 
Mstep: Class 5 contains 53202 members 
Mstep: Class 6 contains 45904 members 
Mstep: Class 8 contains 45303 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45336 members 
Mstep: Class 11 contains 47158 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54403 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43394 members 
Mstep: Class 17 contains 41988 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49745 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48974 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 46711 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910648.000000 Penalty: 76758.679688
Iteration 289Q: 24 clusters Score -1.269106e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 43929 members 
Mstep: Class 3 contains 46769 members 
Mstep: Class 4 contains 46177 members 
Mstep: Class 5 contains 53179 members 
Mstep: Class 6 contains 45891 members 
Mstep: Class 8 contains 45311 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45356 members 
Mstep: Class 11 contains 47190 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54397 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43382 members 
Mstep: Class 17 contains 41997 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49741 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48994 members 
Mstep: Class 22 contains 2528 members 
Mstep: Class 23 contains 46674 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910704.000000 Penalty: 76758.679688
Iteration 290Q: 24 clusters Score -1.269107e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 43915 members 
Mstep: Class 3 contains 46776 members 
Mstep: Class 4 contains 46248 members 
Mstep: Class 5 contains 53127 members 
Mstep: Class 6 contains 45895 members 
Mstep: Class 8 contains 45265 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45367 members 
Mstep: Class 11 contains 47212 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54410 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43364 members 
Mstep: Class 17 contains 42008 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49732 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49005 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46653 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911120.000000 Penalty: 76758.679688
Iteration 291Q: 24 clusters Score -1.269111e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 43899 members 
Mstep: Class 3 contains 46792 members 
Mstep: Class 4 contains 46289 members 
Mstep: Class 5 contains 53072 members 
Mstep: Class 6 contains 45878 members 
Mstep: Class 8 contains 45269 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45373 members 
Mstep: Class 11 contains 47222 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54440 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43339 members 
Mstep: Class 17 contains 42035 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49713 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49007 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46649 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911072.000000 Penalty: 76758.679688
Iteration 292Q: 24 clusters Score -1.269111e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 43895 members 
Mstep: Class 3 contains 46743 members 
Mstep: Class 4 contains 46331 members 
Mstep: Class 5 contains 53038 members 
Mstep: Class 6 contains 45839 members 
Mstep: Class 8 contains 45291 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45381 members 
Mstep: Class 11 contains 47248 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54447 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43334 members 
Mstep: Class 17 contains 42052 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49689 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49051 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46640 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910952.000000 Penalty: 76758.679688
Iteration 293Q: 24 clusters Score -1.26911e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 43879 members 
Mstep: Class 3 contains 46702 members 
Mstep: Class 4 contains 46375 members 
Mstep: Class 5 contains 53031 members 
Mstep: Class 6 contains 45832 members 
Mstep: Class 8 contains 45305 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45381 members 
Mstep: Class 11 contains 47272 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54455 members 
Mstep: Class 14 contains 533 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43319 members 
Mstep: Class 17 contains 42065 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49653 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49085 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46624 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910920.000000 Penalty: 76758.679688
Iteration 294Q: 24 clusters Score -1.269109e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 43873 members 
Mstep: Class 3 contains 46708 members 
Mstep: Class 4 contains 46388 members 
Mstep: Class 5 contains 53020 members 
Mstep: Class 6 contains 45813 members 
Mstep: Class 8 contains 45327 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45369 members 
Mstep: Class 11 contains 47296 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54483 members 
Mstep: Class 14 contains 532 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43329 members 
Mstep: Class 17 contains 42070 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49621 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49068 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46609 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911152.000000 Penalty: 76758.679688
Iteration 295Q: 24 clusters Score -1.269112e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 43885 members 
Mstep: Class 3 contains 46717 members 
Mstep: Class 4 contains 46384 members 
Mstep: Class 5 contains 53042 members 
Mstep: Class 6 contains 45800 members 
Mstep: Class 8 contains 45320 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45365 members 
Mstep: Class 11 contains 47305 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54525 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43346 members 
Mstep: Class 17 contains 42056 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49578 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49054 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46596 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911184.000000 Penalty: 76758.679688
Iteration 296Q: 24 clusters Score -1.269112e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 43891 members 
Mstep: Class 3 contains 46716 members 
Mstep: Class 4 contains 46354 members 
Mstep: Class 5 contains 53042 members 
Mstep: Class 6 contains 45792 members 
Mstep: Class 8 contains 45327 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 47306 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54593 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43343 members 
Mstep: Class 17 contains 42036 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49535 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49056 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46577 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911120.000000 Penalty: 76758.679688
Iteration 297Q: 24 clusters Score -1.269111e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 43899 members 
Mstep: Class 3 contains 46713 members 
Mstep: Class 4 contains 46366 members 
Mstep: Class 5 contains 53000 members 
Mstep: Class 6 contains 45795 members 
Mstep: Class 8 contains 45342 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 45404 members 
Mstep: Class 11 contains 47313 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54618 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43367 members 
Mstep: Class 17 contains 42005 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49522 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49077 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46543 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911072.000000 Penalty: 76758.679688
Iteration 298Q: 24 clusters Score -1.269111e+08 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 43903 members 
Mstep: Class 3 contains 46713 members 
Mstep: Class 4 contains 46420 members 
Mstep: Class 5 contains 52943 members 
Mstep: Class 6 contains 45777 members 
Mstep: Class 8 contains 45365 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45403 members 
Mstep: Class 11 contains 47311 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54674 members 
Mstep: Class 14 contains 531 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43376 members 
Mstep: Class 17 contains 41982 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49482 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49094 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46519 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911160.000000 Penalty: 76758.679688
Iteration 299Q: 24 clusters Score -1.269112e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 43907 members 
Mstep: Class 3 contains 46714 members 
Mstep: Class 4 contains 46439 members 
Mstep: Class 5 contains 52914 members 
Mstep: Class 6 contains 45789 members 
Mstep: Class 8 contains 45330 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45403 members 
Mstep: Class 11 contains 47324 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54733 members 
Mstep: Class 14 contains 530 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43383 members 
Mstep: Class 17 contains 41953 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49439 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49128 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46500 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911048.000000 Penalty: 76758.679688
Iteration 300F: 24 clusters Score -1.26911e+08 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 43922 members 
Mstep: Class 3 contains 46719 members 
Mstep: Class 4 contains 46460 members 
Mstep: Class 5 contains 52861 members 
Mstep: Class 6 contains 45769 members 
Mstep: Class 8 contains 45294 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45388 members 
Mstep: Class 11 contains 47329 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54773 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43390 members 
Mstep: Class 17 contains 41955 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49417 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49166 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46510 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911328.000000 Penalty: 76758.679688
Iteration 301Q: 24 clusters Score -1.269113e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 43942 members 
Mstep: Class 3 contains 46731 members 
Mstep: Class 4 contains 46497 members 
Mstep: Class 5 contains 52814 members 
Mstep: Class 6 contains 45743 members 
Mstep: Class 8 contains 45249 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45380 members 
Mstep: Class 11 contains 47328 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54799 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43399 members 
Mstep: Class 17 contains 41966 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49395 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49186 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46514 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911568.000000 Penalty: 76758.679688
Iteration 302Q: 24 clusters Score -1.269116e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 43939 members 
Mstep: Class 3 contains 46698 members 
Mstep: Class 4 contains 46520 members 
Mstep: Class 5 contains 52794 members 
Mstep: Class 6 contains 45755 members 
Mstep: Class 8 contains 45214 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45359 members 
Mstep: Class 11 contains 47352 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54850 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43382 members 
Mstep: Class 17 contains 41943 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49415 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49201 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46520 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911536.000000 Penalty: 76758.679688
Iteration 303Q: 24 clusters Score -1.269115e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 43935 members 
Mstep: Class 3 contains 46677 members 
Mstep: Class 4 contains 46519 members 
Mstep: Class 5 contains 52800 members 
Mstep: Class 6 contains 45762 members 
Mstep: Class 8 contains 45172 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45380 members 
Mstep: Class 11 contains 47368 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54888 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43361 members 
Mstep: Class 17 contains 41940 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49406 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49201 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 46530 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911448.000000 Penalty: 76758.679688
Iteration 304Q: 24 clusters Score -1.269114e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 43930 members 
Mstep: Class 3 contains 46673 members 
Mstep: Class 4 contains 46498 members 
Mstep: Class 5 contains 52803 members 
Mstep: Class 6 contains 45750 members 
Mstep: Class 8 contains 45164 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45391 members 
Mstep: Class 11 contains 47376 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54930 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43347 members 
Mstep: Class 17 contains 41947 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49399 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49205 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 46527 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911640.000000 Penalty: 76758.679688
Iteration 305Q: 24 clusters Score -1.269116e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 43955 members 
Mstep: Class 3 contains 46690 members 
Mstep: Class 4 contains 46482 members 
Mstep: Class 5 contains 52764 members 
Mstep: Class 6 contains 45744 members 
Mstep: Class 8 contains 45147 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45381 members 
Mstep: Class 11 contains 47371 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54940 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43353 members 
Mstep: Class 17 contains 41977 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49407 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49216 members 
Mstep: Class 22 contains 2532 members 
Mstep: Class 23 contains 46521 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912088.000000 Penalty: 76758.679688
Iteration 306Q: 24 clusters Score -1.269121e+08 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 43978 members 
Mstep: Class 3 contains 46680 members 
Mstep: Class 4 contains 46483 members 
Mstep: Class 5 contains 52727 members 
Mstep: Class 6 contains 45774 members 
Mstep: Class 8 contains 45125 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45378 members 
Mstep: Class 11 contains 47366 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54953 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43337 members 
Mstep: Class 17 contains 41987 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49408 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49230 members 
Mstep: Class 22 contains 2532 members 
Mstep: Class 23 contains 46518 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911976.000000 Penalty: 76758.679688
Iteration 307Q: 24 clusters Score -1.26912e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 43988 members 
Mstep: Class 3 contains 46665 members 
Mstep: Class 4 contains 46508 members 
Mstep: Class 5 contains 52700 members 
Mstep: Class 6 contains 45762 members 
Mstep: Class 8 contains 45120 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45361 members 
Mstep: Class 11 contains 47372 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54975 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43319 members 
Mstep: Class 17 contains 41980 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49429 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49247 members 
Mstep: Class 22 contains 2532 members 
Mstep: Class 23 contains 46519 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912296.000000 Penalty: 76758.679688
Iteration 308Q: 24 clusters Score -1.269123e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 43968 members 
Mstep: Class 3 contains 46681 members 
Mstep: Class 4 contains 46558 members 
Mstep: Class 5 contains 52654 members 
Mstep: Class 6 contains 45733 members 
Mstep: Class 8 contains 45095 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45384 members 
Mstep: Class 11 contains 47351 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54996 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43290 members 
Mstep: Class 17 contains 41993 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49448 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49284 members 
Mstep: Class 22 contains 2532 members 
Mstep: Class 23 contains 46516 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912440.000000 Penalty: 76758.679688
Iteration 309Q: 24 clusters Score -1.269124e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 43972 members 
Mstep: Class 3 contains 46684 members 
Mstep: Class 4 contains 46583 members 
Mstep: Class 5 contains 52618 members 
Mstep: Class 6 contains 45700 members 
Mstep: Class 8 contains 45080 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 45393 members 
Mstep: Class 11 contains 47349 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 55041 members 
Mstep: Class 14 contains 529 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43250 members 
Mstep: Class 17 contains 42008 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49464 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49311 members 
Mstep: Class 22 contains 2533 members 
Mstep: Class 23 contains 46497 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912312.000000 Penalty: 76758.679688
Iteration 310Q: 24 clusters Score -1.269123e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 43993 members 
Mstep: Class 3 contains 46695 members 
Mstep: Class 4 contains 46608 members 
Mstep: Class 5 contains 52581 members 
Mstep: Class 6 contains 45706 members 
Mstep: Class 8 contains 45058 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45409 members 
Mstep: Class 11 contains 47344 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 55042 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43217 members 
Mstep: Class 17 contains 42020 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49476 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49333 members 
Mstep: Class 22 contains 2534 members 
Mstep: Class 23 contains 46463 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912392.000000 Penalty: 76758.679688
Iteration 311Q: 24 clusters Score -1.269124e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 44008 members 
Mstep: Class 3 contains 46714 members 
Mstep: Class 4 contains 46608 members 
Mstep: Class 5 contains 52570 members 
Mstep: Class 6 contains 45701 members 
Mstep: Class 8 contains 45008 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45429 members 
Mstep: Class 11 contains 47330 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 55017 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43178 members 
Mstep: Class 17 contains 42074 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49500 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49361 members 
Mstep: Class 22 contains 2536 members 
Mstep: Class 23 contains 46449 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912344.000000 Penalty: 76758.679688
Iteration 312Q: 24 clusters Score -1.269123e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 44016 members 
Mstep: Class 3 contains 46710 members 
Mstep: Class 4 contains 46617 members 
Mstep: Class 5 contains 52542 members 
Mstep: Class 6 contains 45695 members 
Mstep: Class 8 contains 44971 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45434 members 
Mstep: Class 11 contains 47323 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54997 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43157 members 
Mstep: Class 17 contains 42152 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49527 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49374 members 
Mstep: Class 22 contains 2536 members 
Mstep: Class 23 contains 46423 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912224.000000 Penalty: 76758.679688
Iteration 313Q: 24 clusters Score -1.269122e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 43999 members 
Mstep: Class 3 contains 46725 members 
Mstep: Class 4 contains 46599 members 
Mstep: Class 5 contains 52506 members 
Mstep: Class 6 contains 45710 members 
Mstep: Class 8 contains 44951 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45455 members 
Mstep: Class 11 contains 47309 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54984 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43151 members 
Mstep: Class 17 contains 42214 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49553 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49392 members 
Mstep: Class 22 contains 2536 members 
Mstep: Class 23 contains 46379 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912240.000000 Penalty: 76758.679688
Iteration 314Q: 24 clusters Score -1.269122e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 43994 members 
Mstep: Class 3 contains 46739 members 
Mstep: Class 4 contains 46594 members 
Mstep: Class 5 contains 52449 members 
Mstep: Class 6 contains 45719 members 
Mstep: Class 8 contains 44899 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45438 members 
Mstep: Class 11 contains 47309 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 55004 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43135 members 
Mstep: Class 17 contains 42298 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49575 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49403 members 
Mstep: Class 22 contains 2536 members 
Mstep: Class 23 contains 46365 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912328.000000 Penalty: 76758.679688
Iteration 315Q: 24 clusters Score -1.269123e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 43980 members 
Mstep: Class 3 contains 46753 members 
Mstep: Class 4 contains 46628 members 
Mstep: Class 5 contains 52325 members 
Mstep: Class 6 contains 45733 members 
Mstep: Class 8 contains 44888 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45459 members 
Mstep: Class 11 contains 47309 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54986 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43140 members 
Mstep: Class 17 contains 42371 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49596 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49396 members 
Mstep: Class 22 contains 2536 members 
Mstep: Class 23 contains 46348 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912240.000000 Penalty: 76758.679688
Iteration 316Q: 24 clusters Score -1.269122e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 43971 members 
Mstep: Class 3 contains 46723 members 
Mstep: Class 4 contains 46643 members 
Mstep: Class 5 contains 52255 members 
Mstep: Class 6 contains 45734 members 
Mstep: Class 8 contains 44885 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45483 members 
Mstep: Class 11 contains 47308 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54990 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43181 members 
Mstep: Class 17 contains 42434 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49600 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49380 members 
Mstep: Class 22 contains 2536 members 
Mstep: Class 23 contains 46318 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912568.000000 Penalty: 76758.679688
Iteration 317Q: 24 clusters Score -1.269126e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 43979 members 
Mstep: Class 3 contains 46739 members 
Mstep: Class 4 contains 46657 members 
Mstep: Class 5 contains 52201 members 
Mstep: Class 6 contains 45729 members 
Mstep: Class 8 contains 44861 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45501 members 
Mstep: Class 11 contains 47325 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54967 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43211 members 
Mstep: Class 17 contains 42473 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49605 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49367 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46291 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912728.000000 Penalty: 76758.679688
Iteration 318Q: 24 clusters Score -1.269127e+08 nChanged 1523
Entering ConstructFrom: 
Score: -126912728.000000 Penalty: 76758.679688
Entering ConstructFrom: 
Trying to split cluster 1 (32968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Entering Unmasked Estep 
Score: -5912192.500000 Penalty: 2580.016602
	Iteration 0F: 2 clusters Score -5912192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -5889835.000000 Penalty: 5160.033203
	Iteration 0F: 3 clusters Score -5889835 nChanged 14825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -5897646.000000 Penalty: 5160.033203
	Iteration 1F: 3 clusters Score -5897646 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -5898143.000000 Penalty: 5160.033203
	Iteration 2Q: 3 clusters Score -5898143 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -5898588.500000 Penalty: 5160.033203
	Iteration 3Q: 3 clusters Score -5898588 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -5899086.500000 Penalty: 5160.033203
	Iteration 4Q: 3 clusters Score -5899086 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -5899731.000000 Penalty: 5160.033203
	Iteration 5Q: 3 clusters Score -5899731 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -5900481.000000 Penalty: 5160.033203
	Iteration 6Q: 3 clusters Score -5900481 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -5901268.500000 Penalty: 5160.033203
	Iteration 7Q: 3 clusters Score -5901268 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -5901998.000000 Penalty: 5160.033203
	Iteration 8Q: 3 clusters Score -5901998 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -5902620.000000 Penalty: 5160.033203
	Iteration 9Q: 3 clusters Score -5902620 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -5903114.000000 Penalty: 5160.033203
	Iteration 10Q: 3 clusters Score -5903114 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -5903550.500000 Penalty: 5160.033203
	Iteration 11Q: 3 clusters Score -5903550 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -5903922.500000 Penalty: 5160.033203
	Iteration 12Q: 3 clusters Score -5903922 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -5904274.000000 Penalty: 5160.033203
	Iteration 13Q: 3 clusters Score -5904274 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -5904536.000000 Penalty: 5160.033203
	Iteration 14Q: 3 clusters Score -5904536 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -5904703.000000 Penalty: 5160.033203
	Iteration 15Q: 3 clusters Score -5904703 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -5904841.000000 Penalty: 5160.033203
	Iteration 16Q: 3 clusters Score -5904841 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -5904943.500000 Penalty: 5160.033203
	Iteration 17Q: 3 clusters Score -5904944 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -5905027.000000 Penalty: 5160.033203
	Iteration 18Q: 3 clusters Score -5905027 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -5905082.500000 Penalty: 5160.033203
	Iteration 19Q: 3 clusters Score -5905082 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -5905114.500000 Penalty: 5160.033203
	Iteration 20F: 3 clusters Score -5905114 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -5905125.000000 Penalty: 5160.033203
	Iteration 21Q: 3 clusters Score -5905125 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -5905159.000000 Penalty: 5160.033203
	Iteration 22Q: 3 clusters Score -5905159 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -5905194.500000 Penalty: 5160.033203
	Iteration 23Q: 3 clusters Score -5905194 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -5905227.000000 Penalty: 5160.033203
	Iteration 24Q: 3 clusters Score -5905227 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -5905272.000000 Penalty: 5160.033203
	Iteration 25Q: 3 clusters Score -5905272 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -5905324.000000 Penalty: 5160.033203
	Iteration 26Q: 3 clusters Score -5905324 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5905391.000000 Penalty: 5160.033203
	Iteration 27Q: 3 clusters Score -5905391 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -5905424.000000 Penalty: 5160.033203
	Iteration 28Q: 3 clusters Score -5905424 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -5905519.500000 Penalty: 5160.033203
	Iteration 29Q: 3 clusters Score -5905520 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -5905585.000000 Penalty: 5160.033203
	Iteration 30Q: 3 clusters Score -5905585 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -5905718.000000 Penalty: 5160.033203
	Iteration 31Q: 3 clusters Score -5905718 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -5905842.000000 Penalty: 5160.033203
	Iteration 32Q: 3 clusters Score -5905842 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -5905976.000000 Penalty: 5160.033203
	Iteration 33Q: 3 clusters Score -5905976 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -5906126.000000 Penalty: 5160.033203
	Iteration 34Q: 3 clusters Score -5906126 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -5906344.000000 Penalty: 5160.033203
	Iteration 35Q: 3 clusters Score -5906344 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -5906543.000000 Penalty: 5160.033203
	Iteration 36Q: 3 clusters Score -5906543 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -5906710.000000 Penalty: 5160.033203
	Iteration 37Q: 3 clusters Score -5906710 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -5906885.500000 Penalty: 5160.033203
	Iteration 38Q: 3 clusters Score -5906886 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -5907087.000000 Penalty: 5160.033203
	Iteration 39Q: 3 clusters Score -5907087 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -5907220.000000 Penalty: 5160.033203
	Iteration 40F: 3 clusters Score -5907220 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -5907400.500000 Penalty: 5160.033203
	Iteration 41Q: 3 clusters Score -5907400 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -5907574.000000 Penalty: 5160.033203
	Iteration 42Q: 3 clusters Score -5907574 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -5907772.000000 Penalty: 5160.033203
	Iteration 43Q: 3 clusters Score -5907772 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -5907971.500000 Penalty: 5160.033203
	Iteration 44Q: 3 clusters Score -5907972 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -5908157.500000 Penalty: 5160.033203
	Iteration 45Q: 3 clusters Score -5908158 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -5908352.500000 Penalty: 5160.033203
	Iteration 46Q: 3 clusters Score -5908352 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -5908546.500000 Penalty: 5160.033203
	Iteration 47Q: 3 clusters Score -5908546 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -5908713.000000 Penalty: 5160.033203
	Iteration 48Q: 3 clusters Score -5908713 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -5908930.500000 Penalty: 5160.033203
	Iteration 49Q: 3 clusters Score -5908930 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -5909108.500000 Penalty: 5160.033203
	Iteration 50Q: 3 clusters Score -5909108 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -5909319.500000 Penalty: 5160.033203
	Iteration 51Q: 3 clusters Score -5909320 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5909528.000000 Penalty: 5160.033203
	Iteration 52Q: 3 clusters Score -5909528 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5909734.500000 Penalty: 5160.033203
	Iteration 53Q: 3 clusters Score -5909734 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -5909899.500000 Penalty: 5160.033203
	Iteration 54Q: 3 clusters Score -5909900 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5910050.500000 Penalty: 5160.033203
	Iteration 55Q: 3 clusters Score -5910050 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5910154.500000 Penalty: 5160.033203
	Iteration 56Q: 3 clusters Score -5910154 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5910211.000000 Penalty: 5160.033203
	Iteration 57Q: 3 clusters Score -5910211 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -5910288.500000 Penalty: 5160.033203
	Iteration 58Q: 3 clusters Score -5910288 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -5910309.000000 Penalty: 5160.033203
	Iteration 59Q: 3 clusters Score -5910309 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5910325.000000 Penalty: 5160.033203
	Iteration 60F: 3 clusters Score -5910325 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5910348.500000 Penalty: 5160.033203
	Iteration 61Q: 3 clusters Score -5910348 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5910361.000000 Penalty: 5160.033203
	Iteration 62Q: 3 clusters Score -5910361 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5910366.500000 Penalty: 5160.033203
	Iteration 63Q: 3 clusters Score -5910366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5910386.500000 Penalty: 5160.033203
	Iteration 64Q: 3 clusters Score -5910386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -5910395.000000 Penalty: 5160.033203
	Iteration 65Q: 3 clusters Score -5910395 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5910407.000000 Penalty: 5160.033203
	Iteration 66Q: 3 clusters Score -5910407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5910418.000000 Penalty: 5160.033203
	Iteration 67Q: 3 clusters Score -5910418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5910426.500000 Penalty: 5160.033203
	Iteration 68Q: 3 clusters Score -5910426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5910423.500000 Penalty: 5160.033203
	Iteration 69Q: 3 clusters Score -5910424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5910434.000000 Penalty: 5160.033203
	Iteration 70Q: 3 clusters Score -5910434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5910428.000000 Penalty: 5160.033203
	Iteration 71Q: 3 clusters Score -5910428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -5910437.500000 Penalty: 5160.033203
	Iteration 72Q: 3 clusters Score -5910438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -5910447.000000 Penalty: 5160.033203
	Iteration 73Q: 3 clusters Score -5910447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5910445.000000 Penalty: 5160.033203
	Iteration 74Q: 3 clusters Score -5910445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5910440.000000 Penalty: 5160.033203
	Iteration 75Q: 3 clusters Score -5910440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5910449.000000 Penalty: 5160.033203
	Iteration 76Q: 3 clusters Score -5910449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5910454.500000 Penalty: 5160.033203
	Iteration 77Q: 3 clusters Score -5910454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5910454.000000 Penalty: 5160.033203
	Iteration 78Q: 3 clusters Score -5910454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5910448.500000 Penalty: 5160.033203
	Iteration 79Q: 3 clusters Score -5910448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -5910448.500000 Penalty: 5160.033203
	Iteration 80F: 3 clusters Score -5910448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Entering Unmasked Estep 
Score: -8124991.000000 Penalty: 2651.551514
	Iteration 0F: 2 clusters Score -8124991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -8096042.500000 Penalty: 5303.103027
	Iteration 0F: 3 clusters Score -8096042 nChanged 20124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -8107159.000000 Penalty: 5303.103027
	Iteration 1F: 3 clusters Score -8107159 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -8107584.500000 Penalty: 5303.103027
	Iteration 2Q: 3 clusters Score -8107584 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -8107948.000000 Penalty: 5303.103027
	Iteration 3Q: 3 clusters Score -8107948 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -8108218.000000 Penalty: 5303.103027
	Iteration 4Q: 3 clusters Score -8108218 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -8108520.500000 Penalty: 5303.103027
	Iteration 5Q: 3 clusters Score -8108520 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -8108740.000000 Penalty: 5303.103027
	Iteration 6Q: 3 clusters Score -8108740 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -8109079.000000 Penalty: 5303.103027
	Iteration 7Q: 3 clusters Score -8109079 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -8109505.000000 Penalty: 5303.103027
	Iteration 8Q: 3 clusters Score -8109505 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -8110098.500000 Penalty: 5303.103027
	Iteration 9Q: 3 clusters Score -8110098 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -8111105.500000 Penalty: 5303.103027
	Iteration 10Q: 3 clusters Score -8111106 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -8112632.500000 Penalty: 5303.103027
	Iteration 11F: 3 clusters Score -8112632 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -8114707.000000 Penalty: 5303.103027
	Iteration 12F: 3 clusters Score -8114707 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -8116720.000000 Penalty: 5303.103027
	Iteration 13F: 3 clusters Score -8116720 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -8117997.500000 Penalty: 5303.103027
	Iteration 14F: 3 clusters Score -8117998 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -8118560.500000 Penalty: 5303.103027
	Iteration 15Q: 3 clusters Score -8118560 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -8118893.000000 Penalty: 5303.103027
	Iteration 16Q: 3 clusters Score -8118893 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -8119111.500000 Penalty: 5303.103027
	Iteration 17Q: 3 clusters Score -8119112 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -8119336.500000 Penalty: 5303.103027
	Iteration 18Q: 3 clusters Score -8119336 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -8119536.000000 Penalty: 5303.103027
	Iteration 19Q: 3 clusters Score -8119536 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -8119718.000000 Penalty: 5303.103027
	Iteration 20F: 3 clusters Score -8119718 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -8119915.500000 Penalty: 5303.103027
	Iteration 21Q: 3 clusters Score -8119916 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -8120136.000000 Penalty: 5303.103027
	Iteration 22Q: 3 clusters Score -8120136 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -8120331.500000 Penalty: 5303.103027
	Iteration 23Q: 3 clusters Score -8120332 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -8120561.000000 Penalty: 5303.103027
	Iteration 24Q: 3 clusters Score -8120561 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -8120768.000000 Penalty: 5303.103027
	Iteration 25Q: 3 clusters Score -8120768 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -8121000.000000 Penalty: 5303.103027
	Iteration 26Q: 3 clusters Score -8121000 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -8121171.500000 Penalty: 5303.103027
	Iteration 27Q: 3 clusters Score -8121172 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -8121376.500000 Penalty: 5303.103027
	Iteration 28Q: 3 clusters Score -8121376 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -8121517.500000 Penalty: 5303.103027
	Iteration 29Q: 3 clusters Score -8121518 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -8121630.500000 Penalty: 5303.103027
	Iteration 30Q: 3 clusters Score -8121630 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -8121729.500000 Penalty: 5303.103027
	Iteration 31Q: 3 clusters Score -8121730 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -8121875.500000 Penalty: 5303.103027
	Iteration 32Q: 3 clusters Score -8121876 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -8121964.500000 Penalty: 5303.103027
	Iteration 33Q: 3 clusters Score -8121964 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -8122022.500000 Penalty: 5303.103027
	Iteration 34Q: 3 clusters Score -8122022 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -8122124.500000 Penalty: 5303.103027
	Iteration 35Q: 3 clusters Score -8122124 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -8122198.000000 Penalty: 5303.103027
	Iteration 36Q: 3 clusters Score -8122198 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -8122259.500000 Penalty: 5303.103027
	Iteration 37Q: 3 clusters Score -8122260 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -8122329.000000 Penalty: 5303.103027
	Iteration 38Q: 3 clusters Score -8122329 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -8122393.000000 Penalty: 5303.103027
	Iteration 39Q: 3 clusters Score -8122393 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -8122485.500000 Penalty: 5303.103027
	Iteration 40F: 3 clusters Score -8122486 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -8122556.500000 Penalty: 5303.103027
	Iteration 41Q: 3 clusters Score -8122556 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -8122607.500000 Penalty: 5303.103027
	Iteration 42Q: 3 clusters Score -8122608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -8122630.500000 Penalty: 5303.103027
	Iteration 43Q: 3 clusters Score -8122630 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -8122690.000000 Penalty: 5303.103027
	Iteration 44Q: 3 clusters Score -8122690 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -8122731.500000 Penalty: 5303.103027
	Iteration 45Q: 3 clusters Score -8122732 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -8122774.500000 Penalty: 5303.103027
	Iteration 46Q: 3 clusters Score -8122774 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -8122802.000000 Penalty: 5303.103027
	Iteration 47Q: 3 clusters Score -8122802 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -8122849.000000 Penalty: 5303.103027
	Iteration 48Q: 3 clusters Score -8122849 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -8122871.500000 Penalty: 5303.103027
	Iteration 49Q: 3 clusters Score -8122872 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -8122889.500000 Penalty: 5303.103027
	Iteration 50Q: 3 clusters Score -8122890 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -8122927.500000 Penalty: 5303.103027
	Iteration 51Q: 3 clusters Score -8122928 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -8122958.000000 Penalty: 5303.103027
	Iteration 52Q: 3 clusters Score -8122958 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -8122986.500000 Penalty: 5303.103027
	Iteration 53Q: 3 clusters Score -8122986 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -8123044.000000 Penalty: 5303.103027
	Iteration 54Q: 3 clusters Score -8123044 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -8123040.500000 Penalty: 5303.103027
	Iteration 55Q: 3 clusters Score -8123040 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -8123083.500000 Penalty: 5303.103027
	Iteration 56Q: 3 clusters Score -8123084 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -8123119.500000 Penalty: 5303.103027
	Iteration 57Q: 3 clusters Score -8123120 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -8123140.500000 Penalty: 5303.103027
	Iteration 58Q: 3 clusters Score -8123140 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -8123181.000000 Penalty: 5303.103027
	Iteration 59Q: 3 clusters Score -8123181 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -8123200.000000 Penalty: 5303.103027
	Iteration 60F: 3 clusters Score -8123200 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -8123253.000000 Penalty: 5303.103027
	Iteration 61Q: 3 clusters Score -8123253 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -8123257.500000 Penalty: 5303.103027
	Iteration 62Q: 3 clusters Score -8123258 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -8123282.000000 Penalty: 5303.103027
	Iteration 63Q: 3 clusters Score -8123282 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -8123294.000000 Penalty: 5303.103027
	Iteration 64Q: 3 clusters Score -8123294 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -8123312.000000 Penalty: 5303.103027
	Iteration 65Q: 3 clusters Score -8123312 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -8123323.000000 Penalty: 5303.103027
	Iteration 66Q: 3 clusters Score -8123323 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -8123341.000000 Penalty: 5303.103027
	Iteration 67Q: 3 clusters Score -8123341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -8123358.500000 Penalty: 5303.103027
	Iteration 68Q: 3 clusters Score -8123358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -8123357.000000 Penalty: 5303.103027
	Iteration 69Q: 3 clusters Score -8123357 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -8123371.000000 Penalty: 5303.103027
	Iteration 70Q: 3 clusters Score -8123371 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -8123392.000000 Penalty: 5303.103027
	Iteration 71Q: 3 clusters Score -8123392 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -8123411.500000 Penalty: 5303.103027
	Iteration 72Q: 3 clusters Score -8123412 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -8123426.500000 Penalty: 5303.103027
	Iteration 73Q: 3 clusters Score -8123426 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -8123431.000000 Penalty: 5303.103027
	Iteration 74Q: 3 clusters Score -8123431 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -8123428.500000 Penalty: 5303.103027
	Iteration 75Q: 3 clusters Score -8123428 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -8123450.500000 Penalty: 5303.103027
	Iteration 76Q: 3 clusters Score -8123450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -8123467.500000 Penalty: 5303.103027
	Iteration 77Q: 3 clusters Score -8123468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -8123453.000000 Penalty: 5303.103027
	Iteration 78Q: 3 clusters Score -8123453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -8123452.000000 Penalty: 5303.103027
	Iteration 79Q: 3 clusters Score -8123452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -8123494.000000 Penalty: 5303.103027
	Iteration 80F: 3 clusters Score -8123494 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -8123498.500000 Penalty: 5303.103027
	Iteration 81Q: 3 clusters Score -8123498 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -8123497.000000 Penalty: 5303.103027
	Iteration 82Q: 3 clusters Score -8123497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -8123496.500000 Penalty: 5303.103027
	Iteration 83Q: 3 clusters Score -8123496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -8123499.000000 Penalty: 5303.103027
	Iteration 84Q: 3 clusters Score -8123499 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -8123512.000000 Penalty: 5303.103027
	Iteration 85Q: 3 clusters Score -8123512 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -8123511.000000 Penalty: 5303.103027
	Iteration 86Q: 3 clusters Score -8123511 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -8123524.000000 Penalty: 5303.103027
	Iteration 87Q: 3 clusters Score -8123524 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -8123533.500000 Penalty: 5303.103027
	Iteration 88Q: 3 clusters Score -8123534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -8123533.500000 Penalty: 5303.103027
	Iteration 89Q: 3 clusters Score -8123534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -8123531.000000 Penalty: 5303.103027
	Iteration 90Q: 3 clusters Score -8123531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -8123532.000000 Penalty: 5303.103027
	Iteration 91Q: 3 clusters Score -8123532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -8123536.500000 Penalty: 5303.103027
	Iteration 92Q: 3 clusters Score -8123536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -8123550.000000 Penalty: 5303.103027
	Iteration 93Q: 3 clusters Score -8123550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -8123556.000000 Penalty: 5303.103027
	Iteration 94Q: 3 clusters Score -8123556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -8123550.500000 Penalty: 5303.103027
	Iteration 95Q: 3 clusters Score -8123550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -8123563.000000 Penalty: 5303.103027
	Iteration 96Q: 3 clusters Score -8123563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -8123574.000000 Penalty: 5303.103027
	Iteration 97Q: 3 clusters Score -8123574 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -8123567.000000 Penalty: 5303.103027
	Iteration 98Q: 3 clusters Score -8123567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -8123565.500000 Penalty: 5303.103027
	Iteration 99Q: 3 clusters Score -8123566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -8123563.000000 Penalty: 5303.103027
	Iteration 100F: 3 clusters Score -8123563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -8123572.500000 Penalty: 5303.103027
	Iteration 101Q: 3 clusters Score -8123572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -8123572.500000 Penalty: 5303.103027
	Iteration 102Q: 3 clusters Score -8123572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -8123577.000000 Penalty: 5303.103027
	Iteration 103Q: 3 clusters Score -8123577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8123575.000000 Penalty: 5303.103027
	Iteration 104Q: 3 clusters Score -8123575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -8123568.500000 Penalty: 5303.103027
	Iteration 105Q: 3 clusters Score -8123568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -8123570.500000 Penalty: 5303.103027
	Iteration 106Q: 3 clusters Score -8123570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -8123563.000000 Penalty: 5303.103027
	Iteration 107Q: 3 clusters Score -8123563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -8123574.500000 Penalty: 5303.103027
	Iteration 108Q: 3 clusters Score -8123574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -8123571.000000 Penalty: 5303.103027
	Iteration 109Q: 3 clusters Score -8123571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -8123590.500000 Penalty: 5303.103027
	Iteration 110Q: 3 clusters Score -8123590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -8123603.000000 Penalty: 5303.103027
	Iteration 111Q: 3 clusters Score -8123603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -8123600.000000 Penalty: 5303.103027
	Iteration 112Q: 3 clusters Score -8123600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -8123601.500000 Penalty: 5303.103027
	Iteration 113Q: 3 clusters Score -8123602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -8123605.000000 Penalty: 5303.103027
	Iteration 114Q: 3 clusters Score -8123605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -8123594.500000 Penalty: 5303.103027
	Iteration 115Q: 3 clusters Score -8123594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -8123598.500000 Penalty: 5303.103027
	Iteration 116Q: 3 clusters Score -8123598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -8123599.000000 Penalty: 5303.103027
	Iteration 117Q: 3 clusters Score -8123599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -8123603.500000 Penalty: 5303.103027
	Iteration 118Q: 3 clusters Score -8123604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -8123608.000000 Penalty: 5303.103027
	Iteration 119Q: 3 clusters Score -8123608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -8123607.000000 Penalty: 5303.103027
	Iteration 120F: 3 clusters Score -8123607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -8123600.000000 Penalty: 5303.103027
	Iteration 121Q: 3 clusters Score -8123600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -8123604.500000 Penalty: 5303.103027
	Iteration 122Q: 3 clusters Score -8123604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -8123597.500000 Penalty: 5303.103027
	Iteration 123Q: 3 clusters Score -8123598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -8123596.500000 Penalty: 5303.103027
	Iteration 124Q: 3 clusters Score -8123596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -8123604.000000 Penalty: 5303.103027
	Iteration 125Q: 3 clusters Score -8123604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -8123597.000000 Penalty: 5303.103027
	Iteration 126Q: 3 clusters Score -8123597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -8123592.000000 Penalty: 5303.103027
	Iteration 127Q: 3 clusters Score -8123592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -8123596.000000 Penalty: 5303.103027
	Iteration 128Q: 3 clusters Score -8123596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -8123598.000000 Penalty: 5303.103027
	Iteration 129Q: 3 clusters Score -8123598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 42212 members 
Entering Unmasked Estep 
Score: -8123596.500000 Penalty: 5303.103027
	Iteration 130Q: 3 clusters Score -8123596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8123598.000000 Penalty: 5303.103027
	Iteration 131Q: 3 clusters Score -8123598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -8123608.500000 Penalty: 5303.103027
	Iteration 132Q: 3 clusters Score -8123608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -8123600.000000 Penalty: 5303.103027
	Iteration 133Q: 3 clusters Score -8123600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -8123595.500000 Penalty: 5303.103027
	Iteration 134Q: 3 clusters Score -8123596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -8123599.500000 Penalty: 5303.103027
	Iteration 135Q: 3 clusters Score -8123600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -8123600.500000 Penalty: 5303.103027
	Iteration 136Q: 3 clusters Score -8123600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -8123600.500000 Penalty: 5303.103027
	Iteration 137Q: 3 clusters Score -8123600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -8123607.000000 Penalty: 5303.103027
	Iteration 138Q: 3 clusters Score -8123607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -8123603.000000 Penalty: 5303.103027
	Iteration 139Q: 3 clusters Score -8123603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -8123604.500000 Penalty: 5303.103027
	Iteration 140F: 3 clusters Score -8123604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8123593.500000 Penalty: 5303.103027
	Iteration 141Q: 3 clusters Score -8123594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -8123591.000000 Penalty: 5303.103027
	Iteration 142Q: 3 clusters Score -8123591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -8123593.500000 Penalty: 5303.103027
	Iteration 143Q: 3 clusters Score -8123594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -8123588.000000 Penalty: 5303.103027
	Iteration 144Q: 3 clusters Score -8123588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -8123588.000000 Penalty: 5303.103027
	Iteration 145F: 3 clusters Score -8123588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Entering Unmasked Estep 
Score: -8748935.000000 Penalty: 2666.520508
	Iteration 0F: 2 clusters Score -8748935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -8720339.000000 Penalty: 5333.041016
	Iteration 0F: 3 clusters Score -8720339 nChanged 21638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -8732221.000000 Penalty: 5333.041016
	Iteration 1F: 3 clusters Score -8732221 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -8732808.000000 Penalty: 5333.041016
	Iteration 2Q: 3 clusters Score -8732808 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -8733334.000000 Penalty: 5333.041016
	Iteration 3Q: 3 clusters Score -8733334 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -8734096.000000 Penalty: 5333.041016
	Iteration 4Q: 3 clusters Score -8734096 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -8734948.000000 Penalty: 5333.041016
	Iteration 5Q: 3 clusters Score -8734948 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -8736132.000000 Penalty: 5333.041016
	Iteration 6Q: 3 clusters Score -8736132 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -8737719.000000 Penalty: 5333.041016
	Iteration 7F: 3 clusters Score -8737719 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -8739619.000000 Penalty: 5333.041016
	Iteration 8F: 3 clusters Score -8739619 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -8741760.000000 Penalty: 5333.041016
	Iteration 9F: 3 clusters Score -8741760 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -8743635.000000 Penalty: 5333.041016
	Iteration 10F: 3 clusters Score -8743635 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -8744690.000000 Penalty: 5333.041016
	Iteration 11Q: 3 clusters Score -8744690 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -8745202.000000 Penalty: 5333.041016
	Iteration 12Q: 3 clusters Score -8745202 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -8745472.000000 Penalty: 5333.041016
	Iteration 13Q: 3 clusters Score -8745472 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 32160 members 
Entering Unmasked Estep 
Score: -8745672.000000 Penalty: 5333.041016
	Iteration 14Q: 3 clusters Score -8745672 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -8745896.000000 Penalty: 5333.041016
	Iteration 15Q: 3 clusters Score -8745896 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -8746051.000000 Penalty: 5333.041016
	Iteration 16Q: 3 clusters Score -8746051 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -8746217.000000 Penalty: 5333.041016
	Iteration 17Q: 3 clusters Score -8746217 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -8746365.000000 Penalty: 5333.041016
	Iteration 18Q: 3 clusters Score -8746365 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -8746487.000000 Penalty: 5333.041016
	Iteration 19Q: 3 clusters Score -8746487 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -8746616.000000 Penalty: 5333.041016
	Iteration 20F: 3 clusters Score -8746616 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -8746680.000000 Penalty: 5333.041016
	Iteration 21Q: 3 clusters Score -8746680 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -8746792.000000 Penalty: 5333.041016
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8746878 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8747037 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8747076 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -8747115.000000 Penalty: 5333.041016
	Iteration 28Q: 3 clusters Score -8747115 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8747147 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -8747187.000000 Penalty: 5333.041016
	Iteration 30Q: 3 clusters Score -8747187 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -8747239.000000 Penalty: 5333.041016
	Iteration 31Q: 3 clusters Score -8747239 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8747266 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8747288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8747335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8747346 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8747380 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -8747406.000000 Penalty: 5333.041016
	Iteration 37Q: 3 clusters Score -8747406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -8747451.000000 Penalty: 5333.041016
	Iteration 38Q: 3 clusters Score -8747451 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8747471 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -8747510.000000 Penalty: 5333.041016
	Iteration 40F: 3 clusters Score -8747510 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8747532 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8747546 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8747533 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8747592 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8747592 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8747655 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -8747735.000000 Penalty: 5333.041016
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -8747938.000000 Penalty: 5333.041016
	Iteration 60F: 3 clusters Score -8747938 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8748018 nChanged 182
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Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8748117 nChanged 241
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Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8748144 nChanged 315
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Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8747951 nChanged 306
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8747326 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8747255 nChanged 52
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Mstep: Class 1 contains 764 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8747248 nChanged 55
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Mstep: Class 1 contains 715 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 670 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 623 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 583 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8747178 nChanged 13
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Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46188 members 
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Mstep: Class 1 contains 534 members 
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	Iteration 103Q: 3 clusters Score -8747165 nChanged 9
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Mstep: Class 1 contains 525 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 517 members 
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	Iteration 105Q: 3 clusters Score -8747154 nChanged 8
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Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 46219 members 
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	Iteration 106Q: 3 clusters Score -8747162 nChanged 7
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Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8747154 nChanged 8
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Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8747150 nChanged 7
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Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 46241 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8747159 nChanged 7
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Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8747145 nChanged 4
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Mstep: Class 1 contains 476 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8747142 nChanged 4
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Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 46256 members 
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	Iteration 112Q: 3 clusters Score -8747134 nChanged 1
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	Iteration 113Q: 3 clusters Score -8747137 nChanged 1
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Mstep: Class 1 contains 470 members 
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	Iteration 114Q: 3 clusters Score -8747136 nChanged 2
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Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46260 members 
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Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8747141 nChanged 1
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Entering Unmasked Estep 
Score: -8747137.000000 Penalty: 5333.041016
	Iteration 117Q: 3 clusters Score -8747137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -8747143.000000 Penalty: 5333.041016
	Iteration 118Q: 3 clusters Score -8747143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -8747138.000000 Penalty: 5333.041016
	Iteration 119Q: 3 clusters Score -8747138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -8747134.000000 Penalty: 5333.041016
	Iteration 120F: 3 clusters Score -8747134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -8747136.000000 Penalty: 5333.041016
	Iteration 121Q: 3 clusters Score -8747136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -8747140.000000 Penalty: 5333.041016
	Iteration 122Q: 3 clusters Score -8747140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -8747140.000000 Penalty: 5333.041016
	Iteration 123F: 3 clusters Score -8747140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Entering Unmasked Estep 
Score: -8590400.000000 Penalty: 2666.265625
	Iteration 0F: 2 clusters Score -8590400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -8560355.000000 Penalty: 5332.531250
	Iteration 0F: 3 clusters Score -8560355 nChanged 21505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -8572048.000000 Penalty: 5332.531250
	Iteration 1F: 3 clusters Score -8572048 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -8572726.000000 Penalty: 5332.531250
	Iteration 2Q: 3 clusters Score -8572726 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -8573579.000000 Penalty: 5332.531250
	Iteration 3Q: 3 clusters Score -8573579 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -8574460.000000 Penalty: 5332.531250
	Iteration 4Q: 3 clusters Score -8574460 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -8575567.000000 Penalty: 5332.531250
	Iteration 5Q: 3 clusters Score -8575567 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 25800 members 
Entering Unmasked Estep 
Score: -8576718.000000 Penalty: 5332.531250
	Iteration 6Q: 3 clusters Score -8576718 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -8578180.000000 Penalty: 5332.531250
	Iteration 7F: 3 clusters Score -8578180 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -8579671.000000 Penalty: 5332.531250
	Iteration 8F: 3 clusters Score -8579671 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -8581184.000000 Penalty: 5332.531250
	Iteration 9F: 3 clusters Score -8581184 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -8582450.000000 Penalty: 5332.531250
	Iteration 10F: 3 clusters Score -8582450 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -8583373.000000 Penalty: 5332.531250
	Iteration 11Q: 3 clusters Score -8583373 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -8583855.000000 Penalty: 5332.531250
	Iteration 12Q: 3 clusters Score -8583855 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -8584095.000000 Penalty: 5332.531250
	Iteration 13Q: 3 clusters Score -8584095 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -8584197.000000 Penalty: 5332.531250
	Iteration 14Q: 3 clusters Score -8584197 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -8584286.000000 Penalty: 5332.531250
	Iteration 15Q: 3 clusters Score -8584286 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -8584371.000000 Penalty: 5332.531250
	Iteration 16Q: 3 clusters Score -8584371 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -8584440.000000 Penalty: 5332.531250
	Iteration 17Q: 3 clusters Score -8584440 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -8584557.000000 Penalty: 5332.531250
	Iteration 18Q: 3 clusters Score -8584557 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -8584652.000000 Penalty: 5332.531250
	Iteration 19Q: 3 clusters Score -8584652 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -8584765.000000 Penalty: 5332.531250
	Iteration 20F: 3 clusters Score -8584765 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -8584866.000000 Penalty: 5332.531250
	Iteration 21Q: 3 clusters Score -8584866 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -8584997.000000 Penalty: 5332.531250
	Iteration 22Q: 3 clusters Score -8584997 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -8585108.000000 Penalty: 5332.531250
	Iteration 23Q: 3 clusters Score -8585108 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -8585282.000000 Penalty: 5332.531250
	Iteration 24Q: 3 clusters Score -8585282 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -8585367.000000 Penalty: 5332.531250
	Iteration 25Q: 3 clusters Score -8585367 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -8585529.000000 Penalty: 5332.531250
	Iteration 26Q: 3 clusters Score -8585529 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -8585661.000000 Penalty: 5332.531250
	Iteration 27Q: 3 clusters Score -8585661 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -8585842.000000 Penalty: 5332.531250
	Iteration 28Q: 3 clusters Score -8585842 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -8586019.000000 Penalty: 5332.531250
	Iteration 29Q: 3 clusters Score -8586019 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -8586155.000000 Penalty: 5332.531250
	Iteration 30Q: 3 clusters Score -8586155 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -8586293.000000 Penalty: 5332.531250
	Iteration 31Q: 3 clusters Score -8586293 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -8586444.000000 Penalty: 5332.531250
	Iteration 32Q: 3 clusters Score -8586444 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -8586618.000000 Penalty: 5332.531250
	Iteration 33Q: 3 clusters Score -8586618 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -8586774.000000 Penalty: 5332.531250
	Iteration 34Q: 3 clusters Score -8586774 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -8586930.000000 Penalty: 5332.531250
	Iteration 35Q: 3 clusters Score -8586930 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -8587055.000000 Penalty: 5332.531250
	Iteration 36Q: 3 clusters Score -8587055 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -8587185.000000 Penalty: 5332.531250
	Iteration 37Q: 3 clusters Score -8587185 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -8587260.000000 Penalty: 5332.531250
	Iteration 38Q: 3 clusters Score -8587260 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -8587318.000000 Penalty: 5332.531250
	Iteration 39Q: 3 clusters Score -8587318 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -8587465.000000 Penalty: 5332.531250
	Iteration 40F: 3 clusters Score -8587465 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -8587585.000000 Penalty: 5332.531250
	Iteration 41Q: 3 clusters Score -8587585 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -8587672.000000 Penalty: 5332.531250
	Iteration 42Q: 3 clusters Score -8587672 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -8587724.000000 Penalty: 5332.531250
	Iteration 43Q: 3 clusters Score -8587724 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -8587801.000000 Penalty: 5332.531250
	Iteration 44Q: 3 clusters Score -8587801 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -8587889.000000 Penalty: 5332.531250
	Iteration 45Q: 3 clusters Score -8587889 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -8587984.000000 Penalty: 5332.531250
	Iteration 46Q: 3 clusters Score -8587984 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -8588077.000000 Penalty: 5332.531250
	Iteration 47Q: 3 clusters Score -8588077 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -8588114.000000 Penalty: 5332.531250
	Iteration 48Q: 3 clusters Score -8588114 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -8588210.000000 Penalty: 5332.531250
	Iteration 49Q: 3 clusters Score -8588210 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -8588307.000000 Penalty: 5332.531250
	Iteration 50Q: 3 clusters Score -8588307 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -8588385.000000 Penalty: 5332.531250
	Iteration 51Q: 3 clusters Score -8588385 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -8588495.000000 Penalty: 5332.531250
	Iteration 52Q: 3 clusters Score -8588495 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -8588594.000000 Penalty: 5332.531250
	Iteration 53Q: 3 clusters Score -8588594 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -8588679.000000 Penalty: 5332.531250
	Iteration 54Q: 3 clusters Score -8588679 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -8588748.000000 Penalty: 5332.531250
	Iteration 55Q: 3 clusters Score -8588748 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -8588825.000000 Penalty: 5332.531250
	Iteration 56Q: 3 clusters Score -8588825 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -8588918.000000 Penalty: 5332.531250
	Iteration 57Q: 3 clusters Score -8588918 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -8588971.000000 Penalty: 5332.531250
	Iteration 58Q: 3 clusters Score -8588971 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -8588998.000000 Penalty: 5332.531250
	Iteration 59Q: 3 clusters Score -8588998 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -8589089.000000 Penalty: 5332.531250
	Iteration 60F: 3 clusters Score -8589089 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -8589135.000000 Penalty: 5332.531250
	Iteration 61Q: 3 clusters Score -8589135 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -8589178.000000 Penalty: 5332.531250
	Iteration 62Q: 3 clusters Score -8589178 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -8589241.000000 Penalty: 5332.531250
	Iteration 63Q: 3 clusters Score -8589241 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -8589281.000000 Penalty: 5332.531250
	Iteration 64Q: 3 clusters Score -8589281 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -8589331.000000 Penalty: 5332.531250
	Iteration 65Q: 3 clusters Score -8589331 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -8589380.000000 Penalty: 5332.531250
	Iteration 66Q: 3 clusters Score -8589380 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -8589398.000000 Penalty: 5332.531250
	Iteration 67Q: 3 clusters Score -8589398 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -8589434.000000 Penalty: 5332.531250
	Iteration 68Q: 3 clusters Score -8589434 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -8589482.000000 Penalty: 5332.531250
	Iteration 69Q: 3 clusters Score -8589482 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -8589476.000000 Penalty: 5332.531250
	Iteration 70Q: 3 clusters Score -8589476 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -8589532.000000 Penalty: 5332.531250
	Iteration 71Q: 3 clusters Score -8589532 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -8589592.000000 Penalty: 5332.531250
	Iteration 72Q: 3 clusters Score -8589592 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -8589624.000000 Penalty: 5332.531250
	Iteration 73Q: 3 clusters Score -8589624 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -8589638.000000 Penalty: 5332.531250
	Iteration 74Q: 3 clusters Score -8589638 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -8589685.000000 Penalty: 5332.531250
	Iteration 75Q: 3 clusters Score -8589685 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -8589679.000000 Penalty: 5332.531250
	Iteration 76Q: 3 clusters Score -8589679 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -8589693.000000 Penalty: 5332.531250
	Iteration 77Q: 3 clusters Score -8589693 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -8589730.000000 Penalty: 5332.531250
	Iteration 78Q: 3 clusters Score -8589730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -8589755.000000 Penalty: 5332.531250
	Iteration 79Q: 3 clusters Score -8589755 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -8589736.000000 Penalty: 5332.531250
	Iteration 80F: 3 clusters Score -8589736 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -8589733.000000 Penalty: 5332.531250
	Iteration 81Q: 3 clusters Score -8589733 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -8589750.000000 Penalty: 5332.531250
	Iteration 82Q: 3 clusters Score -8589750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -8589750.000000 Penalty: 5332.531250
	Iteration 83Q: 3 clusters Score -8589750 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -8589756.000000 Penalty: 5332.531250
	Iteration 84Q: 3 clusters Score -8589756 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -8589723.000000 Penalty: 5332.531250
	Iteration 85Q: 3 clusters Score -8589723 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8589744.000000 Penalty: 5332.531250
	Iteration 86Q: 3 clusters Score -8589744 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -8589742.000000 Penalty: 5332.531250
	Iteration 87Q: 3 clusters Score -8589742 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -8589746.000000 Penalty: 5332.531250
	Iteration 88Q: 3 clusters Score -8589746 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -8589766.000000 Penalty: 5332.531250
	Iteration 89Q: 3 clusters Score -8589766 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8589764.000000 Penalty: 5332.531250
	Iteration 90Q: 3 clusters Score -8589764 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -8589750.000000 Penalty: 5332.531250
	Iteration 91Q: 3 clusters Score -8589750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8589754.000000 Penalty: 5332.531250
	Iteration 92Q: 3 clusters Score -8589754 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -8589755.000000 Penalty: 5332.531250
	Iteration 93Q: 3 clusters Score -8589755 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8589763.000000 Penalty: 5332.531250
	Iteration 94Q: 3 clusters Score -8589763 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8589767.000000 Penalty: 5332.531250
	Iteration 95Q: 3 clusters Score -8589767 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8589758.000000 Penalty: 5332.531250
	Iteration 96Q: 3 clusters Score -8589758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8589752.000000 Penalty: 5332.531250
	Iteration 97Q: 3 clusters Score -8589752 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8589747.000000 Penalty: 5332.531250
	Iteration 98Q: 3 clusters Score -8589747 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8589742.000000 Penalty: 5332.531250
	Iteration 99Q: 3 clusters Score -8589742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -8589733.000000 Penalty: 5332.531250
	Iteration 100F: 3 clusters Score -8589733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8589719.000000 Penalty: 5332.531250
	Iteration 101Q: 3 clusters Score -8589719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8589719.000000 Penalty: 5332.531250
	Iteration 102Q: 3 clusters Score -8589719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8589719.000000 Penalty: 5332.531250
	Iteration 103Q: 3 clusters Score -8589719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8589715.000000 Penalty: 5332.531250
	Iteration 104Q: 3 clusters Score -8589715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8589719.000000 Penalty: 5332.531250
	Iteration 105Q: 3 clusters Score -8589719 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8589714.000000 Penalty: 5332.531250
	Iteration 106Q: 3 clusters Score -8589714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8589713.000000 Penalty: 5332.531250
	Iteration 107Q: 3 clusters Score -8589713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8589695.000000 Penalty: 5332.531250
	Iteration 108Q: 3 clusters Score -8589695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8589708.000000 Penalty: 5332.531250
	Iteration 109Q: 3 clusters Score -8589708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8589713.000000 Penalty: 5332.531250
	Iteration 110Q: 3 clusters Score -8589713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8589714.000000 Penalty: 5332.531250
	Iteration 111Q: 3 clusters Score -8589714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8589704.000000 Penalty: 5332.531250
	Iteration 112Q: 3 clusters Score -8589704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8589707.000000 Penalty: 5332.531250
	Iteration 113Q: 3 clusters Score -8589707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8589701.000000 Penalty: 5332.531250
	Iteration 114Q: 3 clusters Score -8589701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -8589702.000000 Penalty: 5332.531250
	Iteration 115Q: 3 clusters Score -8589702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8589707.000000 Penalty: 5332.531250
	Iteration 116Q: 3 clusters Score -8589707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8589705.000000 Penalty: 5332.531250
	Iteration 117Q: 3 clusters Score -8589705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8589701.000000 Penalty: 5332.531250
	Iteration 118Q: 3 clusters Score -8589701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -8589705.000000 Penalty: 5332.531250
	Iteration 119Q: 3 clusters Score -8589705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8589703.000000 Penalty: 5332.531250
	Iteration 120F: 3 clusters Score -8589703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8589700.000000 Penalty: 5332.531250
	Iteration 121Q: 3 clusters Score -8589700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8589703.000000 Penalty: 5332.531250
	Iteration 122Q: 3 clusters Score -8589703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8589699.000000 Penalty: 5332.531250
	Iteration 123Q: 3 clusters Score -8589699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8589694.000000 Penalty: 5332.531250
	Iteration 124Q: 3 clusters Score -8589694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8589697.000000 Penalty: 5332.531250
	Iteration 125Q: 3 clusters Score -8589697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8589681.000000 Penalty: 5332.531250
	Iteration 126Q: 3 clusters Score -8589681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8589683.000000 Penalty: 5332.531250
	Iteration 127Q: 3 clusters Score -8589683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8589676.000000 Penalty: 5332.531250
	Iteration 128Q: 3 clusters Score -8589676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8589679.000000 Penalty: 5332.531250
	Iteration 129Q: 3 clusters Score -8589679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8589679.000000 Penalty: 5332.531250
	Iteration 130F: 3 clusters Score -8589679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (52141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Entering Unmasked Estep 
Score: -9751276.000000 Penalty: 2693.703369
	Iteration 0F: 2 clusters Score -9751276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -9722227.000000 Penalty: 5387.406738
	Iteration 0F: 3 clusters Score -9722227 nChanged 24018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -9735791.000000 Penalty: 5387.406738
	Iteration 1F: 3 clusters Score -9735791 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -9736515.000000 Penalty: 5387.406738
	Iteration 2Q: 3 clusters Score -9736515 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -9737243.000000 Penalty: 5387.406738
	Iteration 3Q: 3 clusters Score -9737243 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -9738046.000000 Penalty: 5387.406738
	Iteration 4Q: 3 clusters Score -9738046 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -9739148.000000 Penalty: 5387.406738
	Iteration 5Q: 3 clusters Score -9739148 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -9740679.000000 Penalty: 5387.406738
	Iteration 6F: 3 clusters Score -9740679 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -9742868.000000 Penalty: 5387.406738
	Iteration 7F: 3 clusters Score -9742868 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -9745408.000000 Penalty: 5387.406738
	Iteration 8F: 3 clusters Score -9745408 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -9747549.000000 Penalty: 5387.406738
	Iteration 9F: 3 clusters Score -9747549 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -9748550.000000 Penalty: 5387.406738
	Iteration 10Q: 3 clusters Score -9748550 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -9749032.000000 Penalty: 5387.406738
	Iteration 11Q: 3 clusters Score -9749032 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -9749302.000000 Penalty: 5387.406738
	Iteration 12Q: 3 clusters Score -9749302 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -9749525.000000 Penalty: 5387.406738
	Iteration 13Q: 3 clusters Score -9749525 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -9749711.000000 Penalty: 5387.406738
	Iteration 14Q: 3 clusters Score -9749711 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -9749952.000000 Penalty: 5387.406738
	Iteration 15Q: 3 clusters Score -9749952 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -9750182.000000 Penalty: 5387.406738
	Iteration 16Q: 3 clusters Score -9750182 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -9750365.000000 Penalty: 5387.406738
	Iteration 17Q: 3 clusters Score -9750365 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -9750506.000000 Penalty: 5387.406738
	Iteration 18Q: 3 clusters Score -9750506 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -9750619.000000 Penalty: 5387.406738
	Iteration 19Q: 3 clusters Score -9750619 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -9750711.000000 Penalty: 5387.406738
	Iteration 20F: 3 clusters Score -9750711 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -9750774.000000 Penalty: 5387.406738
	Iteration 21Q: 3 clusters Score -9750774 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -9750848.000000 Penalty: 5387.406738
	Iteration 22Q: 3 clusters Score -9750848 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -9750907.000000 Penalty: 5387.406738
	Iteration 23Q: 3 clusters Score -9750907 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -9750987.000000 Penalty: 5387.406738
	Iteration 24Q: 3 clusters Score -9750987 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -9751064.000000 Penalty: 5387.406738
	Iteration 25Q: 3 clusters Score -9751064 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -9751098.000000 Penalty: 5387.406738
	Iteration 26Q: 3 clusters Score -9751098 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -9751175.000000 Penalty: 5387.406738
	Iteration 27Q: 3 clusters Score -9751175 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -9751254.000000 Penalty: 5387.406738
	Iteration 28Q: 3 clusters Score -9751254 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -9751314.000000 Penalty: 5387.406738
	Iteration 29Q: 3 clusters Score -9751314 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -9751346.000000 Penalty: 5387.406738
	Iteration 30Q: 3 clusters Score -9751346 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -9751361.000000 Penalty: 5387.406738
	Iteration 31Q: 3 clusters Score -9751361 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -9751382.000000 Penalty: 5387.406738
	Iteration 32Q: 3 clusters Score -9751382 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -9751428.000000 Penalty: 5387.406738
	Iteration 33Q: 3 clusters Score -9751428 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -9751418.000000 Penalty: 5387.406738
	Iteration 34Q: 3 clusters Score -9751418 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -9751421.000000 Penalty: 5387.406738
	Iteration 35Q: 3 clusters Score -9751421 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -9751455.000000 Penalty: 5387.406738
	Iteration 36Q: 3 clusters Score -9751455 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -9751490.000000 Penalty: 5387.406738
	Iteration 37Q: 3 clusters Score -9751490 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -9751488.000000 Penalty: 5387.406738
	Iteration 38Q: 3 clusters Score -9751488 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -9751514.000000 Penalty: 5387.406738
	Iteration 39Q: 3 clusters Score -9751514 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -9751529.000000 Penalty: 5387.406738
	Iteration 40F: 3 clusters Score -9751529 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -9751534.000000 Penalty: 5387.406738
	Iteration 41Q: 3 clusters Score -9751534 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -9751549.000000 Penalty: 5387.406738
	Iteration 42Q: 3 clusters Score -9751549 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -9751557.000000 Penalty: 5387.406738
	Iteration 43Q: 3 clusters Score -9751557 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -9751576.000000 Penalty: 5387.406738
	Iteration 44Q: 3 clusters Score -9751576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -9751607.000000 Penalty: 5387.406738
	Iteration 45Q: 3 clusters Score -9751607 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9751595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9751609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -9751621.000000 Penalty: 5387.406738
	Iteration 48Q: 3 clusters Score -9751621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9751608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9751635 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9751638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9751654 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9751645 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9751674 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9751667 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9751672 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9751671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9751686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9751688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9751689 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9751677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9751679 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9751673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9751673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9751686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9751691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9751693 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9751692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9751694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9751683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9751687 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9751683 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12701 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9751688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9751692 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9751687 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9751704 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9751704 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9751716 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12524 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9751729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9751728 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12439 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9751728 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9751728 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9751717 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9751729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9751730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9751745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9751759 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9751770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9751769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9751772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9751778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9751780 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11955 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9751777 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11929 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9751771 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9751767 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11872 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9751780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9751761 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9751784 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11802 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9751791 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -9751815.000000 Penalty: 5387.406738
	Iteration 100F: 3 clusters Score -9751815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9751803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9751798 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11741 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9751803 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11729 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9751804 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11713 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9751801 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11700 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9751810 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9751816 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9751813 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9751805 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11644 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9751810 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11639 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9751802 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11635 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9751795 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11629 members 
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	Iteration 113Q: 3 clusters Score -9751804 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9751794 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9751803 nChanged 9
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	Iteration 116Q: 3 clusters Score -9751798 nChanged 5
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	Iteration 117Q: 3 clusters Score -9751805 nChanged 9
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Mstep: Class 1 contains 11595 members 
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	Iteration 118Q: 3 clusters Score -9751805 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11584 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9751812 nChanged 10
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9751807 nChanged 12
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9751813 nChanged 18
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	Iteration 122Q: 3 clusters Score -9751815 nChanged 15
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Mstep: Class 1 contains 11533 members 
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	Iteration 123Q: 3 clusters Score -9751803 nChanged 17
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	Iteration 124Q: 3 clusters Score -9751805 nChanged 25
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	Iteration 125Q: 3 clusters Score -9751810 nChanged 34
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	Iteration 126Q: 3 clusters Score -9751798 nChanged 30
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9751787 nChanged 31
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9751777 nChanged 26
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9751785 nChanged 14
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9751787 nChanged 11
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9751788 nChanged 14
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9751773 nChanged 12
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9751772 nChanged 13
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9751761 nChanged 9
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9751777 nChanged 15
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9751768 nChanged 12
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9751769 nChanged 15
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Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 40862 members 
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Mstep: Class 2 contains 40877 members 
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Mstep: Class 2 contains 40892 members 
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Mstep: Class 1 contains 11230 members 
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Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11053 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9751781 nChanged 34
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Mstep: Class 1 contains 10935 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9751774 nChanged 19
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Mstep: Class 1 contains 10826 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 41355 members 
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Mstep: Class 1 contains 10039 members 
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	Iteration 229Q: 3 clusters Score -9749905 nChanged 120
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Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9749852 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9749840 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -9749823.000000 Penalty: 5387.406738
	Iteration 232Q: 3 clusters Score -9749823 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -9749806.000000 Penalty: 5387.406738
	Iteration 233Q: 3 clusters Score -9749806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9749785 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -9749782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9749757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 50678 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9749737 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -9749711.000000 Penalty: 5387.406738
	Iteration 238Q: 3 clusters Score -9749711 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -9749687.000000 Penalty: 5387.406738
	Iteration 239Q: 3 clusters Score -9749687 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -9749665.000000 Penalty: 5387.406738
	Iteration 240F: 3 clusters Score -9749665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -9749637.000000 Penalty: 5387.406738
	Iteration 241Q: 3 clusters Score -9749637 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -9749640.000000 Penalty: 5387.406738
	Iteration 242Q: 3 clusters Score -9749640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -9749629.000000 Penalty: 5387.406738
	Iteration 243Q: 3 clusters Score -9749629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 50963 members 
Entering Unmasked Estep 
Score: -9749607.000000 Penalty: 5387.406738
	Iteration 244Q: 3 clusters Score -9749607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -9749605.000000 Penalty: 5387.406738
	Iteration 245Q: 3 clusters Score -9749605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 51013 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -9749610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -9749604.000000 Penalty: 5387.406738
	Iteration 247Q: 3 clusters Score -9749604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -9749607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -9749606.000000 Penalty: 5387.406738
	Iteration 249Q: 3 clusters Score -9749606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -9749601.000000 Penalty: 5387.406738
	Iteration 250Q: 3 clusters Score -9749601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -9749596.000000 Penalty: 5387.406738
	Iteration 251Q: 3 clusters Score -9749596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -9749591.000000 Penalty: 5387.406738
	Iteration 252Q: 3 clusters Score -9749591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -9749584.000000 Penalty: 5387.406738
	Iteration 253Q: 3 clusters Score -9749584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -9749598.000000 Penalty: 5387.406738
	Iteration 254Q: 3 clusters Score -9749598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -9749590.000000 Penalty: 5387.406738
	Iteration 255Q: 3 clusters Score -9749590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -9749587.000000 Penalty: 5387.406738
	Iteration 256Q: 3 clusters Score -9749587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -9749590.000000 Penalty: 5387.406738
	Iteration 257Q: 3 clusters Score -9749590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -9749589.000000 Penalty: 5387.406738
	Iteration 258Q: 3 clusters Score -9749589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -9749577.000000 Penalty: 5387.406738
	Iteration 259Q: 3 clusters Score -9749577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -9749574.000000 Penalty: 5387.406738
	Iteration 260F: 3 clusters Score -9749574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -9749565.000000 Penalty: 5387.406738
	Iteration 261Q: 3 clusters Score -9749565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 51189 members 
Entering Unmasked Estep 
Score: -9749561.000000 Penalty: 5387.406738
	Iteration 262Q: 3 clusters Score -9749561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -9749554.000000 Penalty: 5387.406738
	Iteration 263Q: 3 clusters Score -9749554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -9749554.000000 Penalty: 5387.406738
	Iteration 264Q: 3 clusters Score -9749554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -9749554.000000 Penalty: 5387.406738
	Iteration 265Q: 3 clusters Score -9749554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -9749554.000000 Penalty: 5387.406738
	Iteration 266Q: 3 clusters Score -9749554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -9749550.000000 Penalty: 5387.406738
	Iteration 267Q: 3 clusters Score -9749550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -9749551.000000 Penalty: 5387.406738
	Iteration 268Q: 3 clusters Score -9749551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -9749555.000000 Penalty: 5387.406738
	Iteration 269Q: 3 clusters Score -9749555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -9749560.000000 Penalty: 5387.406738
	Iteration 270Q: 3 clusters Score -9749560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -9749559.000000 Penalty: 5387.406738
	Iteration 271Q: 3 clusters Score -9749559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -9749558.000000 Penalty: 5387.406738
	Iteration 272Q: 3 clusters Score -9749558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 51216 members 
Entering Unmasked Estep 
Score: -9749561.000000 Penalty: 5387.406738
	Iteration 273Q: 3 clusters Score -9749561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -9749557.000000 Penalty: 5387.406738
	Iteration 274Q: 3 clusters Score -9749557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -9749561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -9749555.000000 Penalty: 5387.406738
	Iteration 276Q: 3 clusters Score -9749555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -9749554.000000 Penalty: 5387.406738
	Iteration 277Q: 3 clusters Score -9749554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -9749553.000000 Penalty: 5387.406738
	Iteration 278Q: 3 clusters Score -9749553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -9749550.000000 Penalty: 5387.406738
	Iteration 279Q: 3 clusters Score -9749550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -9749547.000000 Penalty: 5387.406738
	Iteration 280F: 3 clusters Score -9749547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -9749552.000000 Penalty: 5387.406738
	Iteration 281Q: 3 clusters Score -9749552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -9749541.000000 Penalty: 5387.406738
	Iteration 282Q: 3 clusters Score -9749541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -9749553.000000 Penalty: 5387.406738
	Iteration 283Q: 3 clusters Score -9749553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -9749551.000000 Penalty: 5387.406738
	Iteration 284Q: 3 clusters Score -9749551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -9749552.000000 Penalty: 5387.406738
	Iteration 285Q: 3 clusters Score -9749552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -9749548.000000 Penalty: 5387.406738
	Iteration 286Q: 3 clusters Score -9749548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 51250 members 
Entering Unmasked Estep 
Score: -9749546.000000 Penalty: 5387.406738
	Iteration 287Q: 3 clusters Score -9749546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -9749544.000000 Penalty: 5387.406738
	Iteration 288Q: 3 clusters Score -9749544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -9749540.000000 Penalty: 5387.406738
	Iteration 289Q: 3 clusters Score -9749540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -9749540.000000 Penalty: 5387.406738
	Iteration 290Q: 3 clusters Score -9749540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -9749539.000000 Penalty: 5387.406738
	Iteration 291Q: 3 clusters Score -9749539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -9749541.000000 Penalty: 5387.406738
	Iteration 292Q: 3 clusters Score -9749541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -9749544.000000 Penalty: 5387.406738
	Iteration 293Q: 3 clusters Score -9749544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -9749547.000000 Penalty: 5387.406738
	Iteration 294Q: 3 clusters Score -9749547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 51287 members 
Entering Unmasked Estep 
Score: -9749539.000000 Penalty: 5387.406738
	Iteration 295Q: 3 clusters Score -9749539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -9749538.000000 Penalty: 5387.406738
	Iteration 296Q: 3 clusters Score -9749538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -9749536.000000 Penalty: 5387.406738
	Iteration 297Q: 3 clusters Score -9749536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -9749547.000000 Penalty: 5387.406738
	Iteration 298Q: 3 clusters Score -9749547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -9749545.000000 Penalty: 5387.406738
	Iteration 299Q: 3 clusters Score -9749545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -9749551.000000 Penalty: 5387.406738
	Iteration 300F: 3 clusters Score -9749551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45722 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -8447322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8417660 nChanged 20943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8429068 nChanged 1746
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8429523 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8430072 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8430665 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -8431476.000000 Penalty: 5322.246094
	Iteration 5Q: 3 clusters Score -8431476 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -8432710.000000 Penalty: 5322.246094
	Iteration 6F: 3 clusters Score -8432710 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -8434612.000000 Penalty: 5322.246094
	Iteration 7F: 3 clusters Score -8434612 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -8436999.000000 Penalty: 5322.246094
	Iteration 8F: 3 clusters Score -8436999 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -8439781.000000 Penalty: 5322.246094
	Iteration 9F: 3 clusters Score -8439781 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -8442371.000000 Penalty: 5322.246094
	Iteration 10F: 3 clusters Score -8442371 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -8443933.000000 Penalty: 5322.246094
	Iteration 11Q: 3 clusters Score -8443933 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -8444553.000000 Penalty: 5322.246094
	Iteration 12Q: 3 clusters Score -8444553 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -8444792.000000 Penalty: 5322.246094
	Iteration 13Q: 3 clusters Score -8444792 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -8444961.000000 Penalty: 5322.246094
	Iteration 14Q: 3 clusters Score -8444961 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -8445052.000000 Penalty: 5322.246094
	Iteration 15Q: 3 clusters Score -8445052 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -8445190.000000 Penalty: 5322.246094
	Iteration 16Q: 3 clusters Score -8445190 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -8445283.000000 Penalty: 5322.246094
	Iteration 17Q: 3 clusters Score -8445283 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -8445330.000000 Penalty: 5322.246094
	Iteration 18Q: 3 clusters Score -8445330 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -8445367.000000 Penalty: 5322.246094
	Iteration 19Q: 3 clusters Score -8445367 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8445435 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8445461 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8445536 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8445582 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8445612 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8445634 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8445662 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8445658 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8445678 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8445685 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8445734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8445760 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8445786 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8445802 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8445811 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -8445841.000000 Penalty: 5322.246094
	Iteration 35Q: 3 clusters Score -8445841 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8445847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8445842 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8445866 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8445870 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8445886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8445905 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8445929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8445927 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8445949 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8445932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8445959 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8445983 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -8446012.000000 Penalty: 5322.246094
	Iteration 48Q: 3 clusters Score -8446012 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -8446021.000000 Penalty: 5322.246094
	Iteration 49Q: 3 clusters Score -8446021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8446048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8446049 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8446068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8446081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8446080 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8446100 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -8446114.000000 Penalty: 5322.246094
	Iteration 56Q: 3 clusters Score -8446114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -8446134.000000 Penalty: 5322.246094
	Iteration 57Q: 3 clusters Score -8446134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8446134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -8446166.000000 Penalty: 5322.246094
	Iteration 59Q: 3 clusters Score -8446166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -8446182.000000 Penalty: 5322.246094
	Iteration 60F: 3 clusters Score -8446182 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8446205.000000 Penalty: 5322.246094
	Iteration 61Q: 3 clusters Score -8446205 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8446213 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8446220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -8446223.000000 Penalty: 5322.246094
	Iteration 64Q: 3 clusters Score -8446223 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8446230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -8446240.000000 Penalty: 5322.246094
	Iteration 66Q: 3 clusters Score -8446240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -8446237.000000 Penalty: 5322.246094
	Iteration 67Q: 3 clusters Score -8446237 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8446269 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -8446290.000000 Penalty: 5322.246094
	Iteration 69Q: 3 clusters Score -8446290 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8446266 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8446292 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8446291 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2905 members 
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Entering Unmasked Estep 
Score: -8446271.000000 Penalty: 5322.246094
	Iteration 73Q: 3 clusters Score -8446271 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2852 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8446287 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2800 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8446281 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8446271 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8446286 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2638 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8446290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8446300 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2526 members 
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Entering Unmasked Estep 
Score: -8446316.000000 Penalty: 5322.246094
	Iteration 80F: 3 clusters Score -8446316 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8446307 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2416 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8446317 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -8446297.000000 Penalty: 5322.246094
	Iteration 83Q: 3 clusters Score -8446297 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2322 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8446295 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2280 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8446284 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2243 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8446289 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8446279 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2168 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8446284 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2128 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8446257 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8446247 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2060 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8446245 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2031 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8446244 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8446244 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8446240 nChanged 26
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Mstep: Class 1 contains 1950 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8446232 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8446247 nChanged 21
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8446236 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8446225 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8446208 nChanged 33
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Entering Unmasked Estep 
Score: -8446216.000000 Penalty: 5322.246094
	Iteration 100F: 3 clusters Score -8446216 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1801 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8446214 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1776 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8446215 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8446209 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1736 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8446211 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8446201 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8446192 nChanged 10
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8446198 nChanged 9
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Mstep: Class 1 contains 1691 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8446198 nChanged 7
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Entering Unmasked Estep 
Score: -8446199.000000 Penalty: 5322.246094
	Iteration 109Q: 3 clusters Score -8446199 nChanged 4
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8446193 nChanged 3
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	Iteration 111Q: 3 clusters Score -8446199 nChanged 1
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8446192 nChanged 0
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Entering Unmasked Estep 
Score: -8446192.000000 Penalty: 5322.246094
	Iteration 113F: 3 clusters Score -8446192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Entering Unmasked Estep 
Score: -8281427.000000 Penalty: 2656.524414
	Iteration 0F: 2 clusters Score -8281427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -8251849.000000 Penalty: 5313.048828
	Iteration 0F: 3 clusters Score -8251849 nChanged 20524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -8263012.000000 Penalty: 5313.048828
	Iteration 1F: 3 clusters Score -8263012 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -8263457.500000 Penalty: 5313.048828
	Iteration 2Q: 3 clusters Score -8263458 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -8263808.500000 Penalty: 5313.048828
	Iteration 3Q: 3 clusters Score -8263808 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -8264152.500000 Penalty: 5313.048828
	Iteration 4Q: 3 clusters Score -8264152 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -8264462.500000 Penalty: 5313.048828
	Iteration 5Q: 3 clusters Score -8264462 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -8264827.500000 Penalty: 5313.048828
	Iteration 6Q: 3 clusters Score -8264828 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -8265382.000000 Penalty: 5313.048828
	Iteration 7Q: 3 clusters Score -8265382 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -8266199.000000 Penalty: 5313.048828
	Iteration 8Q: 3 clusters Score -8266199 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -8267458.500000 Penalty: 5313.048828
	Iteration 9Q: 3 clusters Score -8267458 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -8269319.000000 Penalty: 5313.048828
	Iteration 10F: 3 clusters Score -8269319 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -8271735.500000 Penalty: 5313.048828
	Iteration 11F: 3 clusters Score -8271736 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -8274212.000000 Penalty: 5313.048828
	Iteration 12F: 3 clusters Score -8274212 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -8276207.500000 Penalty: 5313.048828
	Iteration 13F: 3 clusters Score -8276208 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -8277599.000000 Penalty: 5313.048828
	Iteration 14Q: 3 clusters Score -8277599 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -8278295.500000 Penalty: 5313.048828
	Iteration 15Q: 3 clusters Score -8278296 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -8278725.500000 Penalty: 5313.048828
	Iteration 16Q: 3 clusters Score -8278726 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -8278924.000000 Penalty: 5313.048828
	Iteration 17Q: 3 clusters Score -8278924 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -8279038.000000 Penalty: 5313.048828
	Iteration 18Q: 3 clusters Score -8279038 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -8279119.000000 Penalty: 5313.048828
	Iteration 19Q: 3 clusters Score -8279119 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -8279176.000000 Penalty: 5313.048828
	Iteration 20F: 3 clusters Score -8279176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -8279194.000000 Penalty: 5313.048828
	Iteration 21Q: 3 clusters Score -8279194 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -8279234.500000 Penalty: 5313.048828
	Iteration 22Q: 3 clusters Score -8279234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -8279236.000000 Penalty: 5313.048828
	Iteration 23Q: 3 clusters Score -8279236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -8279257.000000 Penalty: 5313.048828
	Iteration 24Q: 3 clusters Score -8279257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -8279266.500000 Penalty: 5313.048828
	Iteration 25Q: 3 clusters Score -8279266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -8279278.500000 Penalty: 5313.048828
	Iteration 26Q: 3 clusters Score -8279278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -8279285.500000 Penalty: 5313.048828
	Iteration 27Q: 3 clusters Score -8279286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8279305.500000 Penalty: 5313.048828
	Iteration 28Q: 3 clusters Score -8279306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8279307.500000 Penalty: 5313.048828
	Iteration 29Q: 3 clusters Score -8279308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8279308.000000 Penalty: 5313.048828
	Iteration 30Q: 3 clusters Score -8279308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8279318.500000 Penalty: 5313.048828
	Iteration 31Q: 3 clusters Score -8279318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8279317.500000 Penalty: 5313.048828
	Iteration 32Q: 3 clusters Score -8279318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8279324.500000 Penalty: 5313.048828
	Iteration 33Q: 3 clusters Score -8279324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -8279323.000000 Penalty: 5313.048828
	Iteration 34Q: 3 clusters Score -8279323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -8279331.500000 Penalty: 5313.048828
	Iteration 35Q: 3 clusters Score -8279332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -8279327.000000 Penalty: 5313.048828
	Iteration 36Q: 3 clusters Score -8279327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -8279327.000000 Penalty: 5313.048828
	Iteration 37F: 3 clusters Score -8279327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -86410.031250 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -86410.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -84916.578125 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -84916.58 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85094.617188 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -85094.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -85132.960938 Penalty: 3072.425049
	Iteration 2Q: 3 clusters Score -85132.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -85148.515625 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -85148.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85154.914062 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -85154.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85160.460938 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -85160.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -85163.726562 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -85163.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -85168.375000 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -85168.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85171.523438 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -85171.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -85171.523438 Penalty: 3072.425049
	Iteration 9F: 3 clusters Score -85171.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Entering Unmasked Estep 
Score: -8392874.000000 Penalty: 2659.888672
	Iteration 0F: 2 clusters Score -8392874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -8363701.500000 Penalty: 5319.777344
	Iteration 0F: 3 clusters Score -8363702 nChanged 20942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -8374934.500000 Penalty: 5319.777344
	Iteration 1F: 3 clusters Score -8374934 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -8375362.000000 Penalty: 5319.777344
	Iteration 2Q: 3 clusters Score -8375362 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -8375729.500000 Penalty: 5319.777344
	Iteration 3Q: 3 clusters Score -8375730 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -8376119.000000 Penalty: 5319.777344
	Iteration 4Q: 3 clusters Score -8376119 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -8376590.500000 Penalty: 5319.777344
	Iteration 5Q: 3 clusters Score -8376590 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -8377254.500000 Penalty: 5319.777344
	Iteration 6Q: 3 clusters Score -8377254 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -8378288.000000 Penalty: 5319.777344
	Iteration 7Q: 3 clusters Score -8378288 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -8379787.500000 Penalty: 5319.777344
	Iteration 8F: 3 clusters Score -8379788 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -8381948.500000 Penalty: 5319.777344
	Iteration 9F: 3 clusters Score -8381948 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -8384734.500000 Penalty: 5319.777344
	Iteration 10F: 3 clusters Score -8384734 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -8387396.000000 Penalty: 5319.777344
	Iteration 11F: 3 clusters Score -8387396 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -8389273.000000 Penalty: 5319.777344
	Iteration 12Q: 3 clusters Score -8389273 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8390097.000000 Penalty: 5319.777344
	Iteration 13Q: 3 clusters Score -8390097 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8390369.000000 Penalty: 5319.777344
	Iteration 14Q: 3 clusters Score -8390369 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8390489.000000 Penalty: 5319.777344
	Iteration 15Q: 3 clusters Score -8390489 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8390560.000000 Penalty: 5319.777344
	Iteration 16Q: 3 clusters Score -8390560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8390600.000000 Penalty: 5319.777344
	Iteration 17Q: 3 clusters Score -8390600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8390616.000000 Penalty: 5319.777344
	Iteration 18Q: 3 clusters Score -8390616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8390632.000000 Penalty: 5319.777344
	Iteration 19Q: 3 clusters Score -8390632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8390651.000000 Penalty: 5319.777344
	Iteration 20F: 3 clusters Score -8390651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8390670.000000 Penalty: 5319.777344
	Iteration 21Q: 3 clusters Score -8390670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8390683.000000 Penalty: 5319.777344
	Iteration 22Q: 3 clusters Score -8390683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8390678.000000 Penalty: 5319.777344
	Iteration 23Q: 3 clusters Score -8390678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8390692.000000 Penalty: 5319.777344
	Iteration 24Q: 3 clusters Score -8390692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8390691.000000 Penalty: 5319.777344
	Iteration 25Q: 3 clusters Score -8390691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8390691.000000 Penalty: 5319.777344
	Iteration 26F: 3 clusters Score -8390691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Entering Unmasked Estep 
Score: -8758642.000000 Penalty: 2669.731689
	Iteration 0F: 2 clusters Score -8758642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -8729138.000000 Penalty: 5339.463379
	Iteration 0F: 3 clusters Score -8729138 nChanged 21786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -8741045.000000 Penalty: 5339.463379
	Iteration 1F: 3 clusters Score -8741045 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -8741494.000000 Penalty: 5339.463379
	Iteration 2Q: 3 clusters Score -8741494 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -8741893.000000 Penalty: 5339.463379
	Iteration 3Q: 3 clusters Score -8741893 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -8742298.000000 Penalty: 5339.463379
	Iteration 4Q: 3 clusters Score -8742298 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -8742624.000000 Penalty: 5339.463379
	Iteration 5Q: 3 clusters Score -8742624 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -8742976.000000 Penalty: 5339.463379
	Iteration 6Q: 3 clusters Score -8742976 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -8743495.000000 Penalty: 5339.463379
	Iteration 7Q: 3 clusters Score -8743495 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -8744288.000000 Penalty: 5339.463379
	Iteration 8Q: 3 clusters Score -8744288 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -8745538.000000 Penalty: 5339.463379
	Iteration 9Q: 3 clusters Score -8745538 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -8747534.000000 Penalty: 5339.463379
	Iteration 10F: 3 clusters Score -8747534 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -8750182.000000 Penalty: 5339.463379
	Iteration 11F: 3 clusters Score -8750182 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -8753094.000000 Penalty: 5339.463379
	Iteration 12F: 3 clusters Score -8753094 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8754807.000000 Penalty: 5339.463379
	Iteration 13F: 3 clusters Score -8754807 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8755608.000000 Penalty: 5339.463379
	Iteration 14Q: 3 clusters Score -8755608 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8755968.000000 Penalty: 5339.463379
	Iteration 15Q: 3 clusters Score -8755968 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8756168.000000 Penalty: 5339.463379
	Iteration 16Q: 3 clusters Score -8756168 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8756258.000000 Penalty: 5339.463379
	Iteration 17Q: 3 clusters Score -8756258 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8756314.000000 Penalty: 5339.463379
	Iteration 18Q: 3 clusters Score -8756314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8756364.000000 Penalty: 5339.463379
	Iteration 19Q: 3 clusters Score -8756364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8756391.000000 Penalty: 5339.463379
	Iteration 20F: 3 clusters Score -8756391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8756411.000000 Penalty: 5339.463379
	Iteration 21Q: 3 clusters Score -8756411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8756427.000000 Penalty: 5339.463379
	Iteration 22Q: 3 clusters Score -8756427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8756439.000000 Penalty: 5339.463379
	Iteration 23Q: 3 clusters Score -8756439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8756450.000000 Penalty: 5339.463379
	Iteration 24Q: 3 clusters Score -8756450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8756470.000000 Penalty: 5339.463379
	Iteration 25Q: 3 clusters Score -8756470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8756477.000000 Penalty: 5339.463379
	Iteration 26Q: 3 clusters Score -8756477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8756479.000000 Penalty: 5339.463379
	Iteration 27Q: 3 clusters Score -8756479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8756483.000000 Penalty: 5339.463379
	Iteration 28Q: 3 clusters Score -8756483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8756492.000000 Penalty: 5339.463379
	Iteration 29Q: 3 clusters Score -8756492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8756496.000000 Penalty: 5339.463379
	Iteration 30Q: 3 clusters Score -8756496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8756499.000000 Penalty: 5339.463379
	Iteration 31Q: 3 clusters Score -8756499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8756503.000000 Penalty: 5339.463379
	Iteration 32Q: 3 clusters Score -8756503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8756503.000000 Penalty: 5339.463379
	Iteration 33F: 3 clusters Score -8756503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -73676.953125 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -73676.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72256.921875 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -72256.92 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -72454.531250 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -72454.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -72490.757812 Penalty: 3016.780762
	Iteration 2Q: 3 clusters Score -72490.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -72503.968750 Penalty: 3016.780762
	Iteration 3Q: 3 clusters Score -72503.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -72523.234375 Penalty: 3016.780762
	Iteration 4Q: 3 clusters Score -72523.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -72535.132812 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -72535.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -72550.070312 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -72550.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -72574.343750 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -72574.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72593.859375 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -72593.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72596.242188 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -72596.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -72607.382812 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -72607.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72611.046875 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -72611.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72622.757812 Penalty: 3016.780762
	Iteration 12Q: 3 clusters Score -72622.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -72630.734375 Penalty: 3016.780762
	Iteration 13Q: 3 clusters Score -72630.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72638.968750 Penalty: 3016.780762
	Iteration 14Q: 3 clusters Score -72638.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72648.843750 Penalty: 3016.780762
	Iteration 15Q: 3 clusters Score -72648.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -72670.703125 Penalty: 3016.780762
	Iteration 16Q: 3 clusters Score -72670.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72679.632812 Penalty: 3016.780762
	Iteration 17Q: 3 clusters Score -72679.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72692.390625 Penalty: 3016.780762
	Iteration 18Q: 3 clusters Score -72692.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72695.148438 Penalty: 3016.780762
	Iteration 19Q: 3 clusters Score -72695.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -72697.210938 Penalty: 3016.780762
	Iteration 20F: 3 clusters Score -72697.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72707.093750 Penalty: 3016.780762
	Iteration 21Q: 3 clusters Score -72707.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72719.671875 Penalty: 3016.780762
	Iteration 22Q: 3 clusters Score -72719.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72721.531250 Penalty: 3016.780762
	Iteration 23Q: 3 clusters Score -72721.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -72723.921875 Penalty: 3016.780762
	Iteration 24Q: 3 clusters Score -72723.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -72723.921875 Penalty: 3016.780762
	Iteration 25F: 3 clusters Score -72723.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54967 members 
Entering Unmasked Estep 
Score: -10251038.000000 Penalty: 2706.792969
	Iteration 0F: 2 clusters Score -1.025104e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -10222511.000000 Penalty: 5413.585938
	Iteration 0F: 3 clusters Score -1.022251e+07 nChanged 25252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -10236313.000000 Penalty: 5413.585938
	Iteration 1F: 3 clusters Score -1.023631e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -10236897.000000 Penalty: 5413.585938
	Iteration 2Q: 3 clusters Score -1.02369e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -10237500.000000 Penalty: 5413.585938
	Iteration 3Q: 3 clusters Score -1.02375e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -10238140.000000 Penalty: 5413.585938
	Iteration 4Q: 3 clusters Score -1.023814e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -10238860.000000 Penalty: 5413.585938
	Iteration 5Q: 3 clusters Score -1.023886e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -10239748.000000 Penalty: 5413.585938
	Iteration 6Q: 3 clusters Score -1.023975e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -10241031.000000 Penalty: 5413.585938
	Iteration 7Q: 3 clusters Score -1.024103e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -10242704.000000 Penalty: 5413.585938
	Iteration 8F: 3 clusters Score -1.02427e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -10244802.000000 Penalty: 5413.585938
	Iteration 9F: 3 clusters Score -1.02448e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -10246893.000000 Penalty: 5413.585938
	Iteration 10F: 3 clusters Score -1.024689e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -10248159.000000 Penalty: 5413.585938
	Iteration 11Q: 3 clusters Score -1.024816e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -10248908.000000 Penalty: 5413.585938
	Iteration 12Q: 3 clusters Score -1.024891e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -10249419.000000 Penalty: 5413.585938
	Iteration 13Q: 3 clusters Score -1.024942e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -10249787.000000 Penalty: 5413.585938
	Iteration 14Q: 3 clusters Score -1.024979e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -10250170.000000 Penalty: 5413.585938
	Iteration 15Q: 3 clusters Score -1.025017e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -10250512.000000 Penalty: 5413.585938
	Iteration 16Q: 3 clusters Score -1.025051e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -10250772.000000 Penalty: 5413.585938
	Iteration 17Q: 3 clusters Score -1.025077e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -10251007.000000 Penalty: 5413.585938
	Iteration 18Q: 3 clusters Score -1.025101e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -10251173.000000 Penalty: 5413.585938
	Iteration 19Q: 3 clusters Score -1.025117e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -10251351.000000 Penalty: 5413.585938
	Iteration 20F: 3 clusters Score -1.025135e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -10251480.000000 Penalty: 5413.585938
	Iteration 21Q: 3 clusters Score -1.025148e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -10251549.000000 Penalty: 5413.585938
	Iteration 22Q: 3 clusters Score -1.025155e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -10251575.000000 Penalty: 5413.585938
	Iteration 23Q: 3 clusters Score -1.025158e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -10251604.000000 Penalty: 5413.585938
	Iteration 24Q: 3 clusters Score -1.02516e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -10251550.000000 Penalty: 5413.585938
	Iteration 25Q: 3 clusters Score -1.025155e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -10251470.000000 Penalty: 5413.585938
	Iteration 26Q: 3 clusters Score -1.025147e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -10251361.000000 Penalty: 5413.585938
	Iteration 27Q: 3 clusters Score -1.025136e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -10251289.000000 Penalty: 5413.585938
	Iteration 28Q: 3 clusters Score -1.025129e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -10251164.000000 Penalty: 5413.585938
	Iteration 29Q: 3 clusters Score -1.025116e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -10251034.000000 Penalty: 5413.585938
	Iteration 30Q: 3 clusters Score -1.025103e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -10250904.000000 Penalty: 5413.585938
	Iteration 31Q: 3 clusters Score -1.02509e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -10250838.000000 Penalty: 5413.585938
	Iteration 32Q: 3 clusters Score -1.025084e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -10250800.000000 Penalty: 5413.585938
	Iteration 33Q: 3 clusters Score -1.02508e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -10250728.000000 Penalty: 5413.585938
	Iteration 34Q: 3 clusters Score -1.025073e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -10250631.000000 Penalty: 5413.585938
	Iteration 35Q: 3 clusters Score -1.025063e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -10250553.000000 Penalty: 5413.585938
	Iteration 36Q: 3 clusters Score -1.025055e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -10250487.000000 Penalty: 5413.585938
	Iteration 37Q: 3 clusters Score -1.025049e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -10250384.000000 Penalty: 5413.585938
	Iteration 38Q: 3 clusters Score -1.025038e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -10250303.000000 Penalty: 5413.585938
	Iteration 39Q: 3 clusters Score -1.02503e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -10250258.000000 Penalty: 5413.585938
	Iteration 40F: 3 clusters Score -1.025026e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -10250229.000000 Penalty: 5413.585938
	Iteration 41Q: 3 clusters Score -1.025023e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -10250202.000000 Penalty: 5413.585938
	Iteration 42Q: 3 clusters Score -1.02502e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -10250196.000000 Penalty: 5413.585938
	Iteration 43Q: 3 clusters Score -1.02502e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -10250139.000000 Penalty: 5413.585938
	Iteration 44Q: 3 clusters Score -1.025014e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -10250101.000000 Penalty: 5413.585938
	Iteration 45Q: 3 clusters Score -1.02501e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -10250085.000000 Penalty: 5413.585938
	Iteration 46Q: 3 clusters Score -1.025008e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -10250095.000000 Penalty: 5413.585938
	Iteration 47Q: 3 clusters Score -1.02501e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -10250070.000000 Penalty: 5413.585938
	Iteration 48Q: 3 clusters Score -1.025007e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -10250053.000000 Penalty: 5413.585938
	Iteration 49Q: 3 clusters Score -1.025005e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -10250072.000000 Penalty: 5413.585938
	Iteration 50Q: 3 clusters Score -1.025007e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -10250053.000000 Penalty: 5413.585938
	Iteration 51Q: 3 clusters Score -1.025005e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -10250047.000000 Penalty: 5413.585938
	Iteration 52Q: 3 clusters Score -1.025005e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -10250033.000000 Penalty: 5413.585938
	Iteration 53Q: 3 clusters Score -1.025003e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -10250042.000000 Penalty: 5413.585938
	Iteration 54Q: 3 clusters Score -1.025004e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -10250034.000000 Penalty: 5413.585938
	Iteration 55Q: 3 clusters Score -1.025003e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 51102 members 
Entering Unmasked Estep 
Score: -10250048.000000 Penalty: 5413.585938
	Iteration 56Q: 3 clusters Score -1.025005e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -10250017.000000 Penalty: 5413.585938
	Iteration 57Q: 3 clusters Score -1.025002e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -10250009.000000 Penalty: 5413.585938
	Iteration 58Q: 3 clusters Score -1.025001e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -10249991.000000 Penalty: 5413.585938
	Iteration 59Q: 3 clusters Score -1.024999e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -10249984.000000 Penalty: 5413.585938
	Iteration 60F: 3 clusters Score -1.024998e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -10249998.000000 Penalty: 5413.585938
	Iteration 61Q: 3 clusters Score -1.025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 51293 members 
Entering Unmasked Estep 
Score: -10249967.000000 Penalty: 5413.585938
	Iteration 62Q: 3 clusters Score -1.024997e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -10249925.000000 Penalty: 5413.585938
	Iteration 63Q: 3 clusters Score -1.024992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -10249918.000000 Penalty: 5413.585938
	Iteration 64Q: 3 clusters Score -1.024992e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -10249915.000000 Penalty: 5413.585938
	Iteration 65Q: 3 clusters Score -1.024992e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -10249893.000000 Penalty: 5413.585938
	Iteration 66Q: 3 clusters Score -1.024989e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -10249875.000000 Penalty: 5413.585938
	Iteration 67Q: 3 clusters Score -1.024988e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 51459 members 
Entering Unmasked Estep 
Score: -10249891.000000 Penalty: 5413.585938
	Iteration 68Q: 3 clusters Score -1.024989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -10249878.000000 Penalty: 5413.585938
	Iteration 69Q: 3 clusters Score -1.024988e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -10249879.000000 Penalty: 5413.585938
	Iteration 70Q: 3 clusters Score -1.024988e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 51560 members 
Entering Unmasked Estep 
Score: -10249846.000000 Penalty: 5413.585938
	Iteration 71Q: 3 clusters Score -1.024985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -10249833.000000 Penalty: 5413.585938
	Iteration 72Q: 3 clusters Score -1.024983e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -10249842.000000 Penalty: 5413.585938
	Iteration 73Q: 3 clusters Score -1.024984e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -10249839.000000 Penalty: 5413.585938
	Iteration 74Q: 3 clusters Score -1.024984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -10249811.000000 Penalty: 5413.585938
	Iteration 75Q: 3 clusters Score -1.024981e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 51690 members 
Entering Unmasked Estep 
Score: -10249816.000000 Penalty: 5413.585938
	Iteration 76Q: 3 clusters Score -1.024982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -10249836.000000 Penalty: 5413.585938
	Iteration 77Q: 3 clusters Score -1.024984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -10249815.000000 Penalty: 5413.585938
	Iteration 78Q: 3 clusters Score -1.024982e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 51772 members 
Entering Unmasked Estep 
Score: -10249806.000000 Penalty: 5413.585938
	Iteration 79Q: 3 clusters Score -1.024981e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 51801 members 
Entering Unmasked Estep 
Score: -10249814.000000 Penalty: 5413.585938
	Iteration 80F: 3 clusters Score -1.024981e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -10249802.000000 Penalty: 5413.585938
	Iteration 81Q: 3 clusters Score -1.02498e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -10249785.000000 Penalty: 5413.585938
	Iteration 82Q: 3 clusters Score -1.024978e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -10249780.000000 Penalty: 5413.585938
	Iteration 83Q: 3 clusters Score -1.024978e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -10249765.000000 Penalty: 5413.585938
	Iteration 84Q: 3 clusters Score -1.024976e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -10249761.000000 Penalty: 5413.585938
	Iteration 85Q: 3 clusters Score -1.024976e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -10249746.000000 Penalty: 5413.585938
	Iteration 86Q: 3 clusters Score -1.024975e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 52012 members 
Entering Unmasked Estep 
Score: -10249738.000000 Penalty: 5413.585938
	Iteration 87Q: 3 clusters Score -1.024974e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 52052 members 
Entering Unmasked Estep 
Score: -10249701.000000 Penalty: 5413.585938
	Iteration 88Q: 3 clusters Score -1.02497e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -10249695.000000 Penalty: 5413.585938
	Iteration 89Q: 3 clusters Score -1.02497e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -10249681.000000 Penalty: 5413.585938
	Iteration 90Q: 3 clusters Score -1.024968e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -10249628.000000 Penalty: 5413.585938
	Iteration 91Q: 3 clusters Score -1.024963e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -10249647.000000 Penalty: 5413.585938
	Iteration 92Q: 3 clusters Score -1.024965e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -10249636.000000 Penalty: 5413.585938
	Iteration 93Q: 3 clusters Score -1.024964e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -10249620.000000 Penalty: 5413.585938
	Iteration 94Q: 3 clusters Score -1.024962e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 52320 members 
Entering Unmasked Estep 
Score: -10249599.000000 Penalty: 5413.585938
	Iteration 95Q: 3 clusters Score -1.02496e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 52345 members 
Entering Unmasked Estep 
Score: -10249593.000000 Penalty: 5413.585938
	Iteration 96Q: 3 clusters Score -1.024959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 52372 members 
Entering Unmasked Estep 
Score: -10249595.000000 Penalty: 5413.585938
	Iteration 97Q: 3 clusters Score -1.02496e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -10249592.000000 Penalty: 5413.585938
	Iteration 98Q: 3 clusters Score -1.024959e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -10249586.000000 Penalty: 5413.585938
	Iteration 99Q: 3 clusters Score -1.024959e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -10249582.000000 Penalty: 5413.585938
	Iteration 100F: 3 clusters Score -1.024958e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -10249580.000000 Penalty: 5413.585938
	Iteration 101Q: 3 clusters Score -1.024958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -10249590.000000 Penalty: 5413.585938
	Iteration 102Q: 3 clusters Score -1.024959e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -10249582.000000 Penalty: 5413.585938
	Iteration 103Q: 3 clusters Score -1.024958e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -10249571.000000 Penalty: 5413.585938
	Iteration 104Q: 3 clusters Score -1.024957e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -10249581.000000 Penalty: 5413.585938
	Iteration 105Q: 3 clusters Score -1.024958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -10249565.000000 Penalty: 5413.585938
	Iteration 106Q: 3 clusters Score -1.024956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -10249547.000000 Penalty: 5413.585938
	Iteration 107Q: 3 clusters Score -1.024955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -10249544.000000 Penalty: 5413.585938
	Iteration 108Q: 3 clusters Score -1.024954e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -10249551.000000 Penalty: 5413.585938
	Iteration 109Q: 3 clusters Score -1.024955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -10249545.000000 Penalty: 5413.585938
	Iteration 110Q: 3 clusters Score -1.024954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -10249557.000000 Penalty: 5413.585938
	Iteration 111Q: 3 clusters Score -1.024956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -10249552.000000 Penalty: 5413.585938
	Iteration 112Q: 3 clusters Score -1.024955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -10249560.000000 Penalty: 5413.585938
	Iteration 113Q: 3 clusters Score -1.024956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 52647 members 
Entering Unmasked Estep 
Score: -10249555.000000 Penalty: 5413.585938
	Iteration 114Q: 3 clusters Score -1.024956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -10249549.000000 Penalty: 5413.585938
	Iteration 115Q: 3 clusters Score -1.024955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -10249537.000000 Penalty: 5413.585938
	Iteration 116Q: 3 clusters Score -1.024954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -10249541.000000 Penalty: 5413.585938
	Iteration 117Q: 3 clusters Score -1.024954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -10249544.000000 Penalty: 5413.585938
	Iteration 118Q: 3 clusters Score -1.024954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -10249544.000000 Penalty: 5413.585938
	Iteration 119F: 3 clusters Score -1.024954e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Entering Unmasked Estep 
Score: -91668.960938 Penalty: 1554.265747
	Iteration 0F: 2 clusters Score -91668.96 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 272 members 
Entering Unmasked Estep 
Score: -90147.804688 Penalty: 3108.531494
	Iteration 0F: 3 clusters Score -90147.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -90342.375000 Penalty: 3108.531494
	Iteration 1F: 3 clusters Score -90342.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -90390.078125 Penalty: 3108.531494
	Iteration 2Q: 3 clusters Score -90390.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -90427.296875 Penalty: 3108.531494
	Iteration 3Q: 3 clusters Score -90427.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90441.007812 Penalty: 3108.531494
	Iteration 4Q: 3 clusters Score -90441.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90460.273438 Penalty: 3108.531494
	Iteration 5Q: 3 clusters Score -90460.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -90474.562500 Penalty: 3108.531494
	Iteration 6Q: 3 clusters Score -90474.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -90482.218750 Penalty: 3108.531494
	Iteration 7Q: 3 clusters Score -90482.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90487.265625 Penalty: 3108.531494
	Iteration 8Q: 3 clusters Score -90487.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90488.851562 Penalty: 3108.531494
	Iteration 9Q: 3 clusters Score -90488.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90488.851562 Penalty: 3108.531494
	Iteration 10F: 3 clusters Score -90488.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -112749.242188 Penalty: 1682.264648
	Iteration 0F: 2 clusters Score -112749.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -110992.406250 Penalty: 3364.529297
	Iteration 0F: 3 clusters Score -110992.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -111490.289062 Penalty: 3364.529297
	Iteration 1F: 3 clusters Score -111490.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -111722.828125 Penalty: 3364.529297
	Iteration 2F: 3 clusters Score -111722.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -111862.382812 Penalty: 3364.529297
	Iteration 3F: 3 clusters Score -111862.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -112038.804688 Penalty: 3364.529297
	Iteration 4F: 3 clusters Score -112038.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -112143.250000 Penalty: 3364.529297
	Iteration 5Q: 3 clusters Score -112143.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -112226.773438 Penalty: 3364.529297
	Iteration 6Q: 3 clusters Score -112226.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -112325.648438 Penalty: 3364.529297
	Iteration 7Q: 3 clusters Score -112325.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -112409.375000 Penalty: 3364.529297
	Iteration 8Q: 3 clusters Score -112409.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -112481.640625 Penalty: 3364.529297
	Iteration 9Q: 3 clusters Score -112481.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -112532.859375 Penalty: 3364.529297
	Iteration 10Q: 3 clusters Score -112532.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112572.109375 Penalty: 3364.529297
	Iteration 11Q: 3 clusters Score -112572.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -112628.632812 Penalty: 3364.529297
	Iteration 12Q: 3 clusters Score -112628.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112679.640625 Penalty: 3364.529297
	Iteration 13Q: 3 clusters Score -112679.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112711.710938 Penalty: 3364.529297
	Iteration 14Q: 3 clusters Score -112711.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112723.695312 Penalty: 3364.529297
	Iteration 15Q: 3 clusters Score -112723.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112736.859375 Penalty: 3364.529297
	Iteration 16Q: 3 clusters Score -112736.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112743.585938 Penalty: 3364.529297
	Iteration 17Q: 3 clusters Score -112743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112746.710938 Penalty: 3364.529297
	Iteration 18Q: 3 clusters Score -112746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112747.671875 Penalty: 3364.529297
	Iteration 19Q: 3 clusters Score -112747.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -112765.867188 Penalty: 3364.529297
	Iteration 20F: 3 clusters Score -112765.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -112844.218750 Penalty: 3364.529297
	Iteration 21Q: 3 clusters Score -112844.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112902.109375 Penalty: 3364.529297
	Iteration 22Q: 3 clusters Score -112902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -112921.562500 Penalty: 3364.529297
	Iteration 23Q: 3 clusters Score -112921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -112935.375000 Penalty: 3364.529297
	Iteration 24Q: 3 clusters Score -112935.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -112943.023438 Penalty: 3364.529297
	Iteration 25Q: 3 clusters Score -112943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -112951.421875 Penalty: 3364.529297
	Iteration 26Q: 3 clusters Score -112951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112955.429688 Penalty: 3364.529297
	Iteration 27Q: 3 clusters Score -112955.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -112955.429688 Penalty: 3364.529297
	Iteration 28F: 3 clusters Score -112955.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 43991 members 
Mstep: Class 3 contains 46728 members 
Mstep: Class 4 contains 46680 members 
Mstep: Class 5 contains 52141 members 
Mstep: Class 6 contains 45722 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 44882 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45495 members 
Mstep: Class 11 contains 47337 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54967 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 43219 members 
Mstep: Class 17 contains 42536 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49604 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49333 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46267 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
Score: -126911408.000000 Penalty: 80096.007812
Splitting cluster 15 changes total score from -126912728.000000 to -126911408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (43219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Entering Unmasked Estep 
Score: -7980085.000000 Penalty: 2647.160645
	Iteration 0F: 2 clusters Score -7980085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -7951376.000000 Penalty: 5294.321289
	Iteration 0F: 3 clusters Score -7951376 nChanged 19811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -7962453.000000 Penalty: 5294.321289
	Iteration 1F: 3 clusters Score -7962453 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -7962998.000000 Penalty: 5294.321289
	Iteration 2Q: 3 clusters Score -7962998 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -7963518.000000 Penalty: 5294.321289
	Iteration 3Q: 3 clusters Score -7963518 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -7964191.000000 Penalty: 5294.321289
	Iteration 4Q: 3 clusters Score -7964191 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -7964966.500000 Penalty: 5294.321289
	Iteration 5Q: 3 clusters Score -7964966 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -7965894.000000 Penalty: 5294.321289
	Iteration 6Q: 3 clusters Score -7965894 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -7967127.000000 Penalty: 5294.321289
	Iteration 7Q: 3 clusters Score -7967127 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -7968529.000000 Penalty: 5294.321289
	Iteration 8F: 3 clusters Score -7968529 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -7970020.500000 Penalty: 5294.321289
	Iteration 9F: 3 clusters Score -7970020 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -7971383.500000 Penalty: 5294.321289
	Iteration 10F: 3 clusters Score -7971384 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -7972335.500000 Penalty: 5294.321289
	Iteration 11Q: 3 clusters Score -7972336 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -7972837.000000 Penalty: 5294.321289
	Iteration 12Q: 3 clusters Score -7972837 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -7973002.500000 Penalty: 5294.321289
	Iteration 13Q: 3 clusters Score -7973002 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -7973091.000000 Penalty: 5294.321289
	Iteration 14Q: 3 clusters Score -7973091 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -7973185.000000 Penalty: 5294.321289
	Iteration 15Q: 3 clusters Score -7973185 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -7973270.000000 Penalty: 5294.321289
	Iteration 16Q: 3 clusters Score -7973270 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -7973320.500000 Penalty: 5294.321289
	Iteration 17Q: 3 clusters Score -7973320 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -7973352.000000 Penalty: 5294.321289
	Iteration 18Q: 3 clusters Score -7973352 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -7973396.500000 Penalty: 5294.321289
	Iteration 19Q: 3 clusters Score -7973396 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -7973467.500000 Penalty: 5294.321289
	Iteration 20F: 3 clusters Score -7973468 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -7973513.000000 Penalty: 5294.321289
	Iteration 21Q: 3 clusters Score -7973513 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -7973595.000000 Penalty: 5294.321289
	Iteration 22Q: 3 clusters Score -7973595 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -7973675.000000 Penalty: 5294.321289
	Iteration 23Q: 3 clusters Score -7973675 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -7973788.000000 Penalty: 5294.321289
	Iteration 24Q: 3 clusters Score -7973788 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -7973874.000000 Penalty: 5294.321289
	Iteration 25Q: 3 clusters Score -7973874 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -7974011.500000 Penalty: 5294.321289
	Iteration 26Q: 3 clusters Score -7974012 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -7974144.000000 Penalty: 5294.321289
	Iteration 27Q: 3 clusters Score -7974144 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -7974279.000000 Penalty: 5294.321289
	Iteration 28Q: 3 clusters Score -7974279 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -7974412.500000 Penalty: 5294.321289
	Iteration 29Q: 3 clusters Score -7974412 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -7974647.500000 Penalty: 5294.321289
	Iteration 30Q: 3 clusters Score -7974648 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -7974845.000000 Penalty: 5294.321289
	Iteration 31Q: 3 clusters Score -7974845 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -7975057.000000 Penalty: 5294.321289
	Iteration 32Q: 3 clusters Score -7975057 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -7975273.500000 Penalty: 5294.321289
	Iteration 33Q: 3 clusters Score -7975274 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -7975506.500000 Penalty: 5294.321289
	Iteration 34Q: 3 clusters Score -7975506 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -7975714.500000 Penalty: 5294.321289
	Iteration 35Q: 3 clusters Score -7975714 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -7975935.000000 Penalty: 5294.321289
	Iteration 36Q: 3 clusters Score -7975935 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -7976189.500000 Penalty: 5294.321289
	Iteration 37Q: 3 clusters Score -7976190 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -7976411.000000 Penalty: 5294.321289
	Iteration 38Q: 3 clusters Score -7976411 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -7976584.500000 Penalty: 5294.321289
	Iteration 39Q: 3 clusters Score -7976584 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -7976795.500000 Penalty: 5294.321289
	Iteration 40F: 3 clusters Score -7976796 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -7976963.500000 Penalty: 5294.321289
	Iteration 41Q: 3 clusters Score -7976964 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -7977129.500000 Penalty: 5294.321289
	Iteration 42Q: 3 clusters Score -7977130 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -7977290.000000 Penalty: 5294.321289
	Iteration 43Q: 3 clusters Score -7977290 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -7977406.000000 Penalty: 5294.321289
	Iteration 44Q: 3 clusters Score -7977406 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -7977529.000000 Penalty: 5294.321289
	Iteration 45Q: 3 clusters Score -7977529 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -7977651.500000 Penalty: 5294.321289
	Iteration 46Q: 3 clusters Score -7977652 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -7977757.500000 Penalty: 5294.321289
	Iteration 47Q: 3 clusters Score -7977758 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -7977845.000000 Penalty: 5294.321289
	Iteration 48Q: 3 clusters Score -7977845 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -7977938.500000 Penalty: 5294.321289
	Iteration 49Q: 3 clusters Score -7977938 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -7978023.000000 Penalty: 5294.321289
	Iteration 50Q: 3 clusters Score -7978023 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -7978096.000000 Penalty: 5294.321289
	Iteration 51Q: 3 clusters Score -7978096 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -7978156.000000 Penalty: 5294.321289
	Iteration 52Q: 3 clusters Score -7978156 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -7978212.500000 Penalty: 5294.321289
	Iteration 53Q: 3 clusters Score -7978212 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -7978269.000000 Penalty: 5294.321289
	Iteration 54Q: 3 clusters Score -7978269 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -7978299.000000 Penalty: 5294.321289
	Iteration 55Q: 3 clusters Score -7978299 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -7978375.000000 Penalty: 5294.321289
	Iteration 56Q: 3 clusters Score -7978375 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -7978407.500000 Penalty: 5294.321289
	Iteration 57Q: 3 clusters Score -7978408 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -7978466.500000 Penalty: 5294.321289
	Iteration 58Q: 3 clusters Score -7978466 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -7978496.500000 Penalty: 5294.321289
	Iteration 59Q: 3 clusters Score -7978496 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -7978538.500000 Penalty: 5294.321289
	Iteration 60F: 3 clusters Score -7978538 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -7978569.000000 Penalty: 5294.321289
	Iteration 61Q: 3 clusters Score -7978569 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -7978594.500000 Penalty: 5294.321289
	Iteration 62Q: 3 clusters Score -7978594 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -7978577.500000 Penalty: 5294.321289
	Iteration 63Q: 3 clusters Score -7978578 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -7978633.500000 Penalty: 5294.321289
	Iteration 64Q: 3 clusters Score -7978634 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7978669.000000 Penalty: 5294.321289
	Iteration 65Q: 3 clusters Score -7978669 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -7978666.500000 Penalty: 5294.321289
	Iteration 66Q: 3 clusters Score -7978666 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -7978692.500000 Penalty: 5294.321289
	Iteration 67Q: 3 clusters Score -7978692 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -7978692.500000 Penalty: 5294.321289
	Iteration 68Q: 3 clusters Score -7978692 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -7978720.500000 Penalty: 5294.321289
	Iteration 69Q: 3 clusters Score -7978720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -7978727.500000 Penalty: 5294.321289
	Iteration 70Q: 3 clusters Score -7978728 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -7978738.500000 Penalty: 5294.321289
	Iteration 71Q: 3 clusters Score -7978738 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -7978739.500000 Penalty: 5294.321289
	Iteration 72Q: 3 clusters Score -7978740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -7978753.500000 Penalty: 5294.321289
	Iteration 73Q: 3 clusters Score -7978754 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -7978743.500000 Penalty: 5294.321289
	Iteration 74Q: 3 clusters Score -7978744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -7978748.500000 Penalty: 5294.321289
	Iteration 75Q: 3 clusters Score -7978748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -7978744.000000 Penalty: 5294.321289
	Iteration 76Q: 3 clusters Score -7978744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -7978747.000000 Penalty: 5294.321289
	Iteration 77Q: 3 clusters Score -7978747 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -7978742.500000 Penalty: 5294.321289
	Iteration 78Q: 3 clusters Score -7978742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -7978739.000000 Penalty: 5294.321289
	Iteration 79Q: 3 clusters Score -7978739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -7978734.000000 Penalty: 5294.321289
	Iteration 80F: 3 clusters Score -7978734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -7978728.000000 Penalty: 5294.321289
	Iteration 81Q: 3 clusters Score -7978728 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -7978737.500000 Penalty: 5294.321289
	Iteration 82Q: 3 clusters Score -7978738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -7978727.500000 Penalty: 5294.321289
	Iteration 83Q: 3 clusters Score -7978728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -7978721.500000 Penalty: 5294.321289
	Iteration 84Q: 3 clusters Score -7978722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -7978721.500000 Penalty: 5294.321289
	Iteration 85Q: 3 clusters Score -7978722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -7978719.500000 Penalty: 5294.321289
	Iteration 86Q: 3 clusters Score -7978720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -7978724.500000 Penalty: 5294.321289
	Iteration 87Q: 3 clusters Score -7978724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -7978716.000000 Penalty: 5294.321289
	Iteration 88Q: 3 clusters Score -7978716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -7978720.500000 Penalty: 5294.321289
	Iteration 89Q: 3 clusters Score -7978720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -7978715.000000 Penalty: 5294.321289
	Iteration 90Q: 3 clusters Score -7978715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -7978705.000000 Penalty: 5294.321289
	Iteration 91Q: 3 clusters Score -7978705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -7978701.000000 Penalty: 5294.321289
	Iteration 92Q: 3 clusters Score -7978701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -7978706.500000 Penalty: 5294.321289
	Iteration 93Q: 3 clusters Score -7978706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -7978709.500000 Penalty: 5294.321289
	Iteration 94Q: 3 clusters Score -7978710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -7978708.500000 Penalty: 5294.321289
	Iteration 95Q: 3 clusters Score -7978708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -7978708.000000 Penalty: 5294.321289
	Iteration 96Q: 3 clusters Score -7978708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -7978706.500000 Penalty: 5294.321289
	Iteration 97Q: 3 clusters Score -7978706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -7978711.000000 Penalty: 5294.321289
	Iteration 98Q: 3 clusters Score -7978711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -7978701.500000 Penalty: 5294.321289
	Iteration 99Q: 3 clusters Score -7978702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -7978702.500000 Penalty: 5294.321289
	Iteration 100F: 3 clusters Score -7978702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -7978694.500000 Penalty: 5294.321289
	Iteration 101Q: 3 clusters Score -7978694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -7978691.500000 Penalty: 5294.321289
	Iteration 102Q: 3 clusters Score -7978692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -7978687.000000 Penalty: 5294.321289
	Iteration 103Q: 3 clusters Score -7978687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -7978688.000000 Penalty: 5294.321289
	Iteration 104Q: 3 clusters Score -7978688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -7978685.500000 Penalty: 5294.321289
	Iteration 105Q: 3 clusters Score -7978686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -7978688.000000 Penalty: 5294.321289
	Iteration 106Q: 3 clusters Score -7978688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -7978688.500000 Penalty: 5294.321289
	Iteration 107Q: 3 clusters Score -7978688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -7978687.000000 Penalty: 5294.321289
	Iteration 108Q: 3 clusters Score -7978687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -7978689.000000 Penalty: 5294.321289
	Iteration 109Q: 3 clusters Score -7978689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -7978691.000000 Penalty: 5294.321289
	Iteration 110Q: 3 clusters Score -7978691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -7978692.000000 Penalty: 5294.321289
	Iteration 111Q: 3 clusters Score -7978692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -7978694.000000 Penalty: 5294.321289
	Iteration 112Q: 3 clusters Score -7978694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -7978694.000000 Penalty: 5294.321289
	Iteration 113F: 3 clusters Score -7978694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Entering Unmasked Estep 
Score: -7856811.500000 Penalty: 2643.210205
	Iteration 0F: 2 clusters Score -7856812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -7828678.000000 Penalty: 5286.420410
	Iteration 0F: 3 clusters Score -7828678 nChanged 19493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -7839457.500000 Penalty: 5286.420410
	Iteration 1F: 3 clusters Score -7839458 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -7840166.000000 Penalty: 5286.420410
	Iteration 2Q: 3 clusters Score -7840166 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -7840918.000000 Penalty: 5286.420410
	Iteration 3Q: 3 clusters Score -7840918 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -7841885.500000 Penalty: 5286.420410
	Iteration 4Q: 3 clusters Score -7841886 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -7843328.500000 Penalty: 5286.420410
	Iteration 5F: 3 clusters Score -7843328 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -7845291.500000 Penalty: 5286.420410
	Iteration 6F: 3 clusters Score -7845292 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -7847802.500000 Penalty: 5286.420410
	Iteration 7F: 3 clusters Score -7847802 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -7850504.500000 Penalty: 5286.420410
	Iteration 8F: 3 clusters Score -7850504 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -7852505.000000 Penalty: 5286.420410
	Iteration 9F: 3 clusters Score -7852505 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -7853514.000000 Penalty: 5286.420410
	Iteration 10Q: 3 clusters Score -7853514 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -7854023.500000 Penalty: 5286.420410
	Iteration 11Q: 3 clusters Score -7854024 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -7854298.500000 Penalty: 5286.420410
	Iteration 12Q: 3 clusters Score -7854298 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -7854481.500000 Penalty: 5286.420410
	Iteration 13Q: 3 clusters Score -7854482 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -7854641.500000 Penalty: 5286.420410
	Iteration 14Q: 3 clusters Score -7854642 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -7854746.500000 Penalty: 5286.420410
	Iteration 15Q: 3 clusters Score -7854746 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -7854890.000000 Penalty: 5286.420410
	Iteration 16Q: 3 clusters Score -7854890 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -7854987.500000 Penalty: 5286.420410
	Iteration 17Q: 3 clusters Score -7854988 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -7855080.000000 Penalty: 5286.420410
	Iteration 18Q: 3 clusters Score -7855080 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -7855163.000000 Penalty: 5286.420410
	Iteration 19Q: 3 clusters Score -7855163 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -7855202.000000 Penalty: 5286.420410
	Iteration 20F: 3 clusters Score -7855202 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -7855178.500000 Penalty: 5286.420410
	Iteration 21Q: 3 clusters Score -7855178 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7855221.500000 Penalty: 5286.420410
	Iteration 22Q: 3 clusters Score -7855222 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7855237.500000 Penalty: 5286.420410
	Iteration 23Q: 3 clusters Score -7855238 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7855236.500000 Penalty: 5286.420410
	Iteration 24Q: 3 clusters Score -7855236 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7855252.000000 Penalty: 5286.420410
	Iteration 25Q: 3 clusters Score -7855252 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7855238.000000 Penalty: 5286.420410
	Iteration 26Q: 3 clusters Score -7855238 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7855238.500000 Penalty: 5286.420410
	Iteration 27Q: 3 clusters Score -7855238 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7855236.000000 Penalty: 5286.420410
	Iteration 28Q: 3 clusters Score -7855236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7855237.500000 Penalty: 5286.420410
	Iteration 29Q: 3 clusters Score -7855238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7855226.000000 Penalty: 5286.420410
	Iteration 30Q: 3 clusters Score -7855226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -7855226.000000 Penalty: 5286.420410
	Iteration 31Q: 3 clusters Score -7855226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7855215.000000 Penalty: 5286.420410
	Iteration 32Q: 3 clusters Score -7855215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7855226.000000 Penalty: 5286.420410
	Iteration 33Q: 3 clusters Score -7855226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7855229.000000 Penalty: 5286.420410
	Iteration 34Q: 3 clusters Score -7855229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7855237.500000 Penalty: 5286.420410
	Iteration 35Q: 3 clusters Score -7855238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7855236.500000 Penalty: 5286.420410
	Iteration 36Q: 3 clusters Score -7855236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7855237.500000 Penalty: 5286.420410
	Iteration 37Q: 3 clusters Score -7855238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7855235.000000 Penalty: 5286.420410
	Iteration 38Q: 3 clusters Score -7855235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -7855241.500000 Penalty: 5286.420410
	Iteration 39Q: 3 clusters Score -7855242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7855238.500000 Penalty: 5286.420410
	Iteration 40F: 3 clusters Score -7855238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7855240.000000 Penalty: 5286.420410
	Iteration 41Q: 3 clusters Score -7855240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7855239.500000 Penalty: 5286.420410
	Iteration 42Q: 3 clusters Score -7855240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7855239.500000 Penalty: 5286.420410
	Iteration 43Q: 3 clusters Score -7855240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7855242.500000 Penalty: 5286.420410
	Iteration 44Q: 3 clusters Score -7855242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7855241.000000 Penalty: 5286.420410
	Iteration 45Q: 3 clusters Score -7855241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7855240.500000 Penalty: 5286.420410
	Iteration 46Q: 3 clusters Score -7855240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7855240.000000 Penalty: 5286.420410
	Iteration 47Q: 3 clusters Score -7855240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7855235.000000 Penalty: 5286.420410
	Iteration 48Q: 3 clusters Score -7855235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7855235.000000 Penalty: 5286.420410
	Iteration 49Q: 3 clusters Score -7855235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7855236.500000 Penalty: 5286.420410
	Iteration 50Q: 3 clusters Score -7855236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7855225.000000 Penalty: 5286.420410
	Iteration 51Q: 3 clusters Score -7855225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7855226.000000 Penalty: 5286.420410
	Iteration 52Q: 3 clusters Score -7855226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7855226.500000 Penalty: 5286.420410
	Iteration 53Q: 3 clusters Score -7855226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7855226.000000 Penalty: 5286.420410
	Iteration 54Q: 3 clusters Score -7855226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7855225.500000 Penalty: 5286.420410
	Iteration 55Q: 3 clusters Score -7855226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7855221.500000 Penalty: 5286.420410
	Iteration 56Q: 3 clusters Score -7855222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7855219.500000 Penalty: 5286.420410
	Iteration 57Q: 3 clusters Score -7855220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7855224.000000 Penalty: 5286.420410
	Iteration 58Q: 3 clusters Score -7855224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7855229.500000 Penalty: 5286.420410
	Iteration 59Q: 3 clusters Score -7855230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41389 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7855227.500000 Penalty: 5286.420410
	Iteration 60F: 3 clusters Score -7855228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7855230.000000 Penalty: 5286.420410
	Iteration 61Q: 3 clusters Score -7855230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7855231.000000 Penalty: 5286.420410
	Iteration 62Q: 3 clusters Score -7855231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7855229.000000 Penalty: 5286.420410
	Iteration 63Q: 3 clusters Score -7855229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7855223.500000 Penalty: 5286.420410
	Iteration 64Q: 3 clusters Score -7855224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7855234.000000 Penalty: 5286.420410
	Iteration 65Q: 3 clusters Score -7855234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7855234.000000 Penalty: 5286.420410
	Iteration 66Q: 3 clusters Score -7855234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7855234.000000 Penalty: 5286.420410
	Iteration 67F: 3 clusters Score -7855234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -86321.257812 Penalty: 1571.093506
	Iteration 0F: 2 clusters Score -86321.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -84942.585938 Penalty: 3142.187012
	Iteration 0F: 3 clusters Score -84942.59 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85511.507812 Penalty: 3142.187012
	Iteration 1F: 3 clusters Score -85511.51 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -85777.179688 Penalty: 3142.187012
	Iteration 2F: 3 clusters Score -85777.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85959.101562 Penalty: 3142.187012
	Iteration 3F: 3 clusters Score -85959.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86062.742188 Penalty: 3142.187012
	Iteration 4Q: 3 clusters Score -86062.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -86174.476562 Penalty: 3142.187012
	Iteration 5Q: 3 clusters Score -86174.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86230.570312 Penalty: 3142.187012
	Iteration 6Q: 3 clusters Score -86230.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -86274.937500 Penalty: 3142.187012
	Iteration 7Q: 3 clusters Score -86274.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86337.531250 Penalty: 3142.187012
	Iteration 8Q: 3 clusters Score -86337.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86385.304688 Penalty: 3142.187012
	Iteration 9Q: 3 clusters Score -86385.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86448.250000 Penalty: 3142.187012
	Iteration 10Q: 3 clusters Score -86448.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -86493.945312 Penalty: 3142.187012
	Iteration 11Q: 3 clusters Score -86493.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86534.585938 Penalty: 3142.187012
	Iteration 12Q: 3 clusters Score -86534.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -86553.851562 Penalty: 3142.187012
	Iteration 13Q: 3 clusters Score -86553.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -86573.718750 Penalty: 3142.187012
	Iteration 14Q: 3 clusters Score -86573.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86584.585938 Penalty: 3142.187012
	Iteration 15Q: 3 clusters Score -86584.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86584.585938 Penalty: 3142.187012
	Iteration 16F: 3 clusters Score -86584.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 43991 members 
Mstep: Class 3 contains 46728 members 
Mstep: Class 4 contains 46680 members 
Mstep: Class 5 contains 52141 members 
Mstep: Class 6 contains 45722 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 44882 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45495 members 
Mstep: Class 11 contains 47337 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54967 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43219 members 
Mstep: Class 17 contains 42536 members 
Mstep: Class 18 contains 282 members 
Mstep: Class 19 contains 49604 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49333 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46267 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
Score: -126911472.000000 Penalty: 80096.007812
Splitting cluster 18 changes total score from -126912728.000000 to -126911472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Entering Unmasked Estep 
Score: -9083779.000000 Penalty: 2681.333008
	Iteration 0F: 2 clusters Score -9083779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -9051113.000000 Penalty: 5362.666016
	Iteration 0F: 3 clusters Score -9051113 nChanged 22877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -9063774.000000 Penalty: 5362.666016
	Iteration 1F: 3 clusters Score -9063774 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -9064278.000000 Penalty: 5362.666016
	Iteration 2Q: 3 clusters Score -9064278 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -9064897.000000 Penalty: 5362.666016
	Iteration 3Q: 3 clusters Score -9064897 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -9065685.000000 Penalty: 5362.666016
	Iteration 4Q: 3 clusters Score -9065685 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -9066895.000000 Penalty: 5362.666016
	Iteration 5Q: 3 clusters Score -9066895 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -9068934.000000 Penalty: 5362.666016
	Iteration 6F: 3 clusters Score -9068934 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -9071797.000000 Penalty: 5362.666016
	Iteration 7F: 3 clusters Score -9071797 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -9075244.000000 Penalty: 5362.666016
	Iteration 8F: 3 clusters Score -9075244 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -9078446.000000 Penalty: 5362.666016
	Iteration 9F: 3 clusters Score -9078446 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -9080460.000000 Penalty: 5362.666016
	Iteration 10Q: 3 clusters Score -9080460 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -9081388.000000 Penalty: 5362.666016
	Iteration 11Q: 3 clusters Score -9081388 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -9081808.000000 Penalty: 5362.666016
	Iteration 12Q: 3 clusters Score -9081808 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -9081998.000000 Penalty: 5362.666016
	Iteration 13Q: 3 clusters Score -9081998 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -9082151.000000 Penalty: 5362.666016
	Iteration 14Q: 3 clusters Score -9082151 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -9082259.000000 Penalty: 5362.666016
	Iteration 15Q: 3 clusters Score -9082259 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -9082313.000000 Penalty: 5362.666016
	Iteration 16Q: 3 clusters Score -9082313 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -9082363.000000 Penalty: 5362.666016
	Iteration 17Q: 3 clusters Score -9082363 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -9082404.000000 Penalty: 5362.666016
	Iteration 18Q: 3 clusters Score -9082404 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -9082431.000000 Penalty: 5362.666016
	Iteration 19Q: 3 clusters Score -9082431 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -9082465.000000 Penalty: 5362.666016
	Iteration 20F: 3 clusters Score -9082465 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -9082455.000000 Penalty: 5362.666016
	Iteration 21Q: 3 clusters Score -9082455 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -9082481.000000 Penalty: 5362.666016
	Iteration 22Q: 3 clusters Score -9082481 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -9082472.000000 Penalty: 5362.666016
	Iteration 23Q: 3 clusters Score -9082472 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -9082452.000000 Penalty: 5362.666016
	Iteration 24Q: 3 clusters Score -9082452 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -9082444.000000 Penalty: 5362.666016
	Iteration 25Q: 3 clusters Score -9082444 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -9082441.000000 Penalty: 5362.666016
	Iteration 26Q: 3 clusters Score -9082441 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -9082449.000000 Penalty: 5362.666016
	Iteration 27Q: 3 clusters Score -9082449 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -9082455.000000 Penalty: 5362.666016
	Iteration 28Q: 3 clusters Score -9082455 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -9082454.000000 Penalty: 5362.666016
	Iteration 29Q: 3 clusters Score -9082454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -9082441.000000 Penalty: 5362.666016
	Iteration 30Q: 3 clusters Score -9082441 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -9082471.000000 Penalty: 5362.666016
	Iteration 31Q: 3 clusters Score -9082471 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -9082470.000000 Penalty: 5362.666016
	Iteration 32Q: 3 clusters Score -9082470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -9082457.000000 Penalty: 5362.666016
	Iteration 33Q: 3 clusters Score -9082457 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -9082450.000000 Penalty: 5362.666016
	Iteration 34Q: 3 clusters Score -9082450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -9082442.000000 Penalty: 5362.666016
	Iteration 35Q: 3 clusters Score -9082442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -9082439.000000 Penalty: 5362.666016
	Iteration 36Q: 3 clusters Score -9082439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -9082438.000000 Penalty: 5362.666016
	Iteration 37Q: 3 clusters Score -9082438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -9082437.000000 Penalty: 5362.666016
	Iteration 38Q: 3 clusters Score -9082437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -9082440.000000 Penalty: 5362.666016
	Iteration 39Q: 3 clusters Score -9082440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -9082432.000000 Penalty: 5362.666016
	Iteration 40F: 3 clusters Score -9082432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -9082424.000000 Penalty: 5362.666016
	Iteration 41Q: 3 clusters Score -9082424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -9082424.000000 Penalty: 5362.666016
	Iteration 42Q: 3 clusters Score -9082424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -9082420.000000 Penalty: 5362.666016
	Iteration 43Q: 3 clusters Score -9082420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -9082440.000000 Penalty: 5362.666016
	Iteration 44Q: 3 clusters Score -9082440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -9082413.000000 Penalty: 5362.666016
	Iteration 45Q: 3 clusters Score -9082413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9082403.000000 Penalty: 5362.666016
	Iteration 46Q: 3 clusters Score -9082403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -9082402.000000 Penalty: 5362.666016
	Iteration 47Q: 3 clusters Score -9082402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -9082407.000000 Penalty: 5362.666016
	Iteration 48Q: 3 clusters Score -9082407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -9082394.000000 Penalty: 5362.666016
	Iteration 49Q: 3 clusters Score -9082394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -9082394.000000 Penalty: 5362.666016
	Iteration 50Q: 3 clusters Score -9082394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -9082395.000000 Penalty: 5362.666016
	Iteration 51Q: 3 clusters Score -9082395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -9082396.000000 Penalty: 5362.666016
	Iteration 52Q: 3 clusters Score -9082396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -9082387.000000 Penalty: 5362.666016
	Iteration 53Q: 3 clusters Score -9082387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -9082393.000000 Penalty: 5362.666016
	Iteration 54Q: 3 clusters Score -9082393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -9082393.000000 Penalty: 5362.666016
	Iteration 55F: 3 clusters Score -9082393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -48002.226562 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -48002.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46715.156250 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -46715.16 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47035.269531 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -47035.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47147.636719 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -47147.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -47190.976562 Penalty: 3093.239258
	Iteration 3Q: 3 clusters Score -47190.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -47269.808594 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -47269.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47411.312500 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -47411.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47462.609375 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -47462.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47486.367188 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -47486.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -47521.027344 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -47521.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -47556.296875 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -47556.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47573.000000 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -47573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47603.609375 Penalty: 3093.239258
	Iteration 11Q: 3 clusters Score -47603.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47655.101562 Penalty: 3093.239258
	Iteration 12Q: 3 clusters Score -47655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47682.675781 Penalty: 3093.239258
	Iteration 13Q: 3 clusters Score -47682.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47707.812500 Penalty: 3093.239258
	Iteration 14Q: 3 clusters Score -47707.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -47715.882812 Penalty: 3093.239258
	Iteration 15Q: 3 clusters Score -47715.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47721.496094 Penalty: 3093.239258
	Iteration 16Q: 3 clusters Score -47721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47739.292969 Penalty: 3093.239258
	Iteration 17Q: 3 clusters Score -47739.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -47745.085938 Penalty: 3093.239258
	Iteration 18Q: 3 clusters Score -47745.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -47747.410156 Penalty: 3093.239258
	Iteration 19Q: 3 clusters Score -47747.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -47762.968750 Penalty: 3093.239258
	Iteration 20F: 3 clusters Score -47762.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47923.292969 Penalty: 3093.239258
	Iteration 21Q: 3 clusters Score -47923.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48055.621094 Penalty: 3093.239258
	Iteration 22Q: 3 clusters Score -48055.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -48132.015625 Penalty: 3093.239258
	Iteration 23Q: 3 clusters Score -48132.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -48161.550781 Penalty: 3093.239258
	Iteration 24Q: 3 clusters Score -48161.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -48168.785156 Penalty: 3093.239258
	Iteration 25Q: 3 clusters Score -48168.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -48175.957031 Penalty: 3093.239258
	Iteration 26Q: 3 clusters Score -48175.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48215.371094 Penalty: 3093.239258
	Iteration 27Q: 3 clusters Score -48215.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -48215.371094 Penalty: 3093.239258
	Iteration 28F: 3 clusters Score -48215.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 43991 members 
Mstep: Class 3 contains 46728 members 
Mstep: Class 4 contains 46680 members 
Mstep: Class 5 contains 52141 members 
Mstep: Class 6 contains 45722 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 44882 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45495 members 
Mstep: Class 11 contains 47337 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54967 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43219 members 
Mstep: Class 17 contains 42536 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49604 members 
Mstep: Class 20 contains 143 members 
Mstep: Class 21 contains 49333 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46267 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
Score: -126911280.000000 Penalty: 80096.007812
Splitting cluster 20 changes total score from -126912728.000000 to -126911280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (49333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Entering Unmasked Estep 
Score: -9149609.000000 Penalty: 2679.974609
	Iteration 0F: 2 clusters Score -9149609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -9120833.000000 Penalty: 5359.949219
	Iteration 0F: 3 clusters Score -9120833 nChanged 22765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -9133272.000000 Penalty: 5359.949219
	Iteration 1F: 3 clusters Score -9133272 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -9133789.000000 Penalty: 5359.949219
	Iteration 2Q: 3 clusters Score -9133789 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -9134255.000000 Penalty: 5359.949219
	Iteration 3Q: 3 clusters Score -9134255 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -9134701.000000 Penalty: 5359.949219
	Iteration 4Q: 3 clusters Score -9134701 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -9135137.000000 Penalty: 5359.949219
	Iteration 5Q: 3 clusters Score -9135137 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -9135736.000000 Penalty: 5359.949219
	Iteration 6Q: 3 clusters Score -9135736 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -9136514.000000 Penalty: 5359.949219
	Iteration 7Q: 3 clusters Score -9136514 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -9137692.000000 Penalty: 5359.949219
	Iteration 8Q: 3 clusters Score -9137692 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -9139442.000000 Penalty: 5359.949219
	Iteration 9F: 3 clusters Score -9139442 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -9141724.000000 Penalty: 5359.949219
	Iteration 10F: 3 clusters Score -9141724 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -9144178.000000 Penalty: 5359.949219
	Iteration 11F: 3 clusters Score -9144178 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -9146053.000000 Penalty: 5359.949219
	Iteration 12F: 3 clusters Score -9146053 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -9147011.000000 Penalty: 5359.949219
	Iteration 13Q: 3 clusters Score -9147011 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -9147531.000000 Penalty: 5359.949219
	Iteration 14Q: 3 clusters Score -9147531 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -9147851.000000 Penalty: 5359.949219
	Iteration 15Q: 3 clusters Score -9147851 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -9148128.000000 Penalty: 5359.949219
	Iteration 16Q: 3 clusters Score -9148128 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -9148386.000000 Penalty: 5359.949219
	Iteration 17Q: 3 clusters Score -9148386 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -9148610.000000 Penalty: 5359.949219
	Iteration 18Q: 3 clusters Score -9148610 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -9148793.000000 Penalty: 5359.949219
	Iteration 19Q: 3 clusters Score -9148793 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -9148910.000000 Penalty: 5359.949219
	Iteration 20F: 3 clusters Score -9148910 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -9149002.000000 Penalty: 5359.949219
	Iteration 21Q: 3 clusters Score -9149002 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -9149093.000000 Penalty: 5359.949219
	Iteration 22Q: 3 clusters Score -9149093 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -9149225.000000 Penalty: 5359.949219
	Iteration 23Q: 3 clusters Score -9149225 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -9149350.000000 Penalty: 5359.949219
	Iteration 24Q: 3 clusters Score -9149350 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -9149563.000000 Penalty: 5359.949219
	Iteration 25Q: 3 clusters Score -9149563 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -9149642.000000 Penalty: 5359.949219
	Iteration 26Q: 3 clusters Score -9149642 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -9149686.000000 Penalty: 5359.949219
	Iteration 27Q: 3 clusters Score -9149686 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -9149717.000000 Penalty: 5359.949219
	Iteration 28Q: 3 clusters Score -9149717 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -9149644.000000 Penalty: 5359.949219
	Iteration 29Q: 3 clusters Score -9149644 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -9149466.000000 Penalty: 5359.949219
	Iteration 30Q: 3 clusters Score -9149466 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -9149241.000000 Penalty: 5359.949219
	Iteration 31Q: 3 clusters Score -9149241 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -9149025.000000 Penalty: 5359.949219
	Iteration 32Q: 3 clusters Score -9149025 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9148864.000000 Penalty: 5359.949219
	Iteration 33Q: 3 clusters Score -9148864 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -9148632.000000 Penalty: 5359.949219
	Iteration 34Q: 3 clusters Score -9148632 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9148413.000000 Penalty: 5359.949219
	Iteration 35Q: 3 clusters Score -9148413 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9148294.000000 Penalty: 5359.949219
	Iteration 36Q: 3 clusters Score -9148294 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9148181.000000 Penalty: 5359.949219
	Iteration 37Q: 3 clusters Score -9148181 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9148138.000000 Penalty: 5359.949219
	Iteration 38Q: 3 clusters Score -9148138 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9148112.000000 Penalty: 5359.949219
	Iteration 39Q: 3 clusters Score -9148112 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9148092.000000 Penalty: 5359.949219
	Iteration 40F: 3 clusters Score -9148092 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9148064.000000 Penalty: 5359.949219
	Iteration 41Q: 3 clusters Score -9148064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9148041.000000 Penalty: 5359.949219
	Iteration 42Q: 3 clusters Score -9148041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9148032.000000 Penalty: 5359.949219
	Iteration 43Q: 3 clusters Score -9148032 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9148005.000000 Penalty: 5359.949219
	Iteration 44Q: 3 clusters Score -9148005 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9147974.000000 Penalty: 5359.949219
	Iteration 45Q: 3 clusters Score -9147974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9147962.000000 Penalty: 5359.949219
	Iteration 46Q: 3 clusters Score -9147962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9147950.000000 Penalty: 5359.949219
	Iteration 47Q: 3 clusters Score -9147950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9147943.000000 Penalty: 5359.949219
	Iteration 48Q: 3 clusters Score -9147943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9147938.000000 Penalty: 5359.949219
	Iteration 49Q: 3 clusters Score -9147938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9147940.000000 Penalty: 5359.949219
	Iteration 50Q: 3 clusters Score -9147940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9147934.000000 Penalty: 5359.949219
	Iteration 51Q: 3 clusters Score -9147934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9147935.000000 Penalty: 5359.949219
	Iteration 52Q: 3 clusters Score -9147935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9147924.000000 Penalty: 5359.949219
	Iteration 53Q: 3 clusters Score -9147924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9147932.000000 Penalty: 5359.949219
	Iteration 54Q: 3 clusters Score -9147932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9147929.000000 Penalty: 5359.949219
	Iteration 55Q: 3 clusters Score -9147929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9147932.000000 Penalty: 5359.949219
	Iteration 56Q: 3 clusters Score -9147932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9147924.000000 Penalty: 5359.949219
	Iteration 57Q: 3 clusters Score -9147924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9147918.000000 Penalty: 5359.949219
	Iteration 58Q: 3 clusters Score -9147918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9147922.000000 Penalty: 5359.949219
	Iteration 59Q: 3 clusters Score -9147922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9147919.000000 Penalty: 5359.949219
	Iteration 60F: 3 clusters Score -9147919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9147916.000000 Penalty: 5359.949219
	Iteration 61Q: 3 clusters Score -9147916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9147916.000000 Penalty: 5359.949219
	Iteration 62F: 3 clusters Score -9147916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -434418.406250 Penalty: 1944.006836
	Iteration 0F: 2 clusters Score -434418.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -431495.531250 Penalty: 3888.013672
	Iteration 0F: 3 clusters Score -431495.5 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -432068.437500 Penalty: 3888.013672
	Iteration 1F: 3 clusters Score -432068.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -432287.656250 Penalty: 3888.013672
	Iteration 2F: 3 clusters Score -432287.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -432516.437500 Penalty: 3888.013672
	Iteration 3F: 3 clusters Score -432516.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -432795.687500 Penalty: 3888.013672
	Iteration 4F: 3 clusters Score -432795.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -433098.781250 Penalty: 3888.013672
	Iteration 5F: 3 clusters Score -433098.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -433386.750000 Penalty: 3888.013672
	Iteration 6F: 3 clusters Score -433386.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -433584.468750 Penalty: 3888.013672
	Iteration 7F: 3 clusters Score -433584.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -433696.531250 Penalty: 3888.013672
	Iteration 8Q: 3 clusters Score -433696.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -433761.562500 Penalty: 3888.013672
	Iteration 9Q: 3 clusters Score -433761.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -433806.093750 Penalty: 3888.013672
	Iteration 10Q: 3 clusters Score -433806.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -433832.593750 Penalty: 3888.013672
	Iteration 11Q: 3 clusters Score -433832.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -433846.437500 Penalty: 3888.013672
	Iteration 12Q: 3 clusters Score -433846.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -433857.906250 Penalty: 3888.013672
	Iteration 13Q: 3 clusters Score -433857.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -433864.281250 Penalty: 3888.013672
	Iteration 14Q: 3 clusters Score -433864.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -433867.656250 Penalty: 3888.013672
	Iteration 15Q: 3 clusters Score -433867.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -433870.281250 Penalty: 3888.013672
	Iteration 16Q: 3 clusters Score -433870.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -433872.500000 Penalty: 3888.013672
	Iteration 17Q: 3 clusters Score -433872.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -433875.468750 Penalty: 3888.013672
	Iteration 18Q: 3 clusters Score -433875.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -433879.281250 Penalty: 3888.013672
	Iteration 19Q: 3 clusters Score -433879.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -433882.781250 Penalty: 3888.013672
	Iteration 20F: 3 clusters Score -433882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -433884.968750 Penalty: 3888.013672
	Iteration 21Q: 3 clusters Score -433885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -433886.187500 Penalty: 3888.013672
	Iteration 22Q: 3 clusters Score -433886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -433887.125000 Penalty: 3888.013672
	Iteration 23Q: 3 clusters Score -433887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -433887.875000 Penalty: 3888.013672
	Iteration 24Q: 3 clusters Score -433887.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -433888.312500 Penalty: 3888.013672
	Iteration 25Q: 3 clusters Score -433888.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -433888.312500 Penalty: 3888.013672
	Iteration 26F: 3 clusters Score -433888.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Entering Unmasked Estep 
Score: -8466309.000000 Penalty: 2664.061768
	Iteration 0F: 2 clusters Score -8466309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -8435792.000000 Penalty: 5328.123535
	Iteration 0F: 3 clusters Score -8435792 nChanged 21317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -8447740.000000 Penalty: 5328.123535
	Iteration 1F: 3 clusters Score -8447740 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -8448538.000000 Penalty: 5328.123535
	Iteration 2Q: 3 clusters Score -8448538 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -8449636.000000 Penalty: 5328.123535
	Iteration 3Q: 3 clusters Score -8449636 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -8451180.000000 Penalty: 5328.123535
	Iteration 4F: 3 clusters Score -8451180 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -8453424.000000 Penalty: 5328.123535
	Iteration 5F: 3 clusters Score -8453424 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -8456301.000000 Penalty: 5328.123535
	Iteration 6F: 3 clusters Score -8456301 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -8459702.000000 Penalty: 5328.123535
	Iteration 7F: 3 clusters Score -8459702 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -8462252.000000 Penalty: 5328.123535
	Iteration 8F: 3 clusters Score -8462252 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 31862 members 
Entering Unmasked Estep 
Score: -8463287.000000 Penalty: 5328.123535
	Iteration 9Q: 3 clusters Score -8463287 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -8463832.000000 Penalty: 5328.123535
	Iteration 10Q: 3 clusters Score -8463832 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -8464129.000000 Penalty: 5328.123535
	Iteration 11Q: 3 clusters Score -8464129 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 33678 members 
Entering Unmasked Estep 
Score: -8464327.000000 Penalty: 5328.123535
	Iteration 12Q: 3 clusters Score -8464327 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -8464517.000000 Penalty: 5328.123535
	Iteration 13Q: 3 clusters Score -8464517 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -8464663.000000 Penalty: 5328.123535
	Iteration 14Q: 3 clusters Score -8464663 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -8464805.000000 Penalty: 5328.123535
	Iteration 15Q: 3 clusters Score -8464805 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -8464896.000000 Penalty: 5328.123535
	Iteration 16Q: 3 clusters Score -8464896 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -8464974.000000 Penalty: 5328.123535
	Iteration 17Q: 3 clusters Score -8464974 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -8465051.000000 Penalty: 5328.123535
	Iteration 18Q: 3 clusters Score -8465051 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -8465114.000000 Penalty: 5328.123535
	Iteration 19Q: 3 clusters Score -8465114 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -8465139.000000 Penalty: 5328.123535
	Iteration 20F: 3 clusters Score -8465139 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -8465177.000000 Penalty: 5328.123535
	Iteration 21Q: 3 clusters Score -8465177 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -8465198.000000 Penalty: 5328.123535
	Iteration 22Q: 3 clusters Score -8465198 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -8465244.000000 Penalty: 5328.123535
	Iteration 23Q: 3 clusters Score -8465244 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -8465259.000000 Penalty: 5328.123535
	Iteration 24Q: 3 clusters Score -8465259 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -8465285.000000 Penalty: 5328.123535
	Iteration 25Q: 3 clusters Score -8465285 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -8465289.000000 Penalty: 5328.123535
	Iteration 26Q: 3 clusters Score -8465289 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -8465324.000000 Penalty: 5328.123535
	Iteration 27Q: 3 clusters Score -8465324 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -8465339.000000 Penalty: 5328.123535
	Iteration 28Q: 3 clusters Score -8465339 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -8465387.000000 Penalty: 5328.123535
	Iteration 29Q: 3 clusters Score -8465387 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -8465381.000000 Penalty: 5328.123535
	Iteration 30Q: 3 clusters Score -8465381 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -8465401.000000 Penalty: 5328.123535
	Iteration 31Q: 3 clusters Score -8465401 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -8465429.000000 Penalty: 5328.123535
	Iteration 32Q: 3 clusters Score -8465429 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -8465426.000000 Penalty: 5328.123535
	Iteration 33Q: 3 clusters Score -8465426 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -8465449.000000 Penalty: 5328.123535
	Iteration 34Q: 3 clusters Score -8465449 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -8465474.000000 Penalty: 5328.123535
	Iteration 35Q: 3 clusters Score -8465474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -8465481.000000 Penalty: 5328.123535
	Iteration 36Q: 3 clusters Score -8465481 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8465502 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -8465525.000000 Penalty: 5328.123535
	Iteration 38Q: 3 clusters Score -8465525 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -8465544.000000 Penalty: 5328.123535
	Iteration 39Q: 3 clusters Score -8465544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -8465556.000000 Penalty: 5328.123535
	Iteration 40F: 3 clusters Score -8465556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8465557 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -8465558.000000 Penalty: 5328.123535
	Iteration 42Q: 3 clusters Score -8465558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -8465551.000000 Penalty: 5328.123535
	Iteration 43Q: 3 clusters Score -8465551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -8465564.000000 Penalty: 5328.123535
	Iteration 44Q: 3 clusters Score -8465564 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8465564 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -8465585.000000 Penalty: 5328.123535
	Iteration 46Q: 3 clusters Score -8465585 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -8465575.000000 Penalty: 5328.123535
	Iteration 47Q: 3 clusters Score -8465575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -8465593.000000 Penalty: 5328.123535
	Iteration 48Q: 3 clusters Score -8465593 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -8465602.000000 Penalty: 5328.123535
	Iteration 49Q: 3 clusters Score -8465602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -8465612.000000 Penalty: 5328.123535
	Iteration 50Q: 3 clusters Score -8465612 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -8465615.000000 Penalty: 5328.123535
	Iteration 51Q: 3 clusters Score -8465615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -8465614.000000 Penalty: 5328.123535
	Iteration 52Q: 3 clusters Score -8465614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -8465613.000000 Penalty: 5328.123535
	Iteration 53Q: 3 clusters Score -8465613 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -8465606.000000 Penalty: 5328.123535
	Iteration 54Q: 3 clusters Score -8465606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -8465619.000000 Penalty: 5328.123535
	Iteration 55Q: 3 clusters Score -8465619 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -8465621.000000 Penalty: 5328.123535
	Iteration 56Q: 3 clusters Score -8465621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -8465631.000000 Penalty: 5328.123535
	Iteration 57Q: 3 clusters Score -8465631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -8465628.000000 Penalty: 5328.123535
	Iteration 58Q: 3 clusters Score -8465628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -8465631.000000 Penalty: 5328.123535
	Iteration 59Q: 3 clusters Score -8465631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -8465633.000000 Penalty: 5328.123535
	Iteration 60F: 3 clusters Score -8465633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -8465648.000000 Penalty: 5328.123535
	Iteration 61Q: 3 clusters Score -8465648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -8465649.000000 Penalty: 5328.123535
	Iteration 62Q: 3 clusters Score -8465649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -8465662.000000 Penalty: 5328.123535
	Iteration 63Q: 3 clusters Score -8465662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -8465675.000000 Penalty: 5328.123535
	Iteration 64Q: 3 clusters Score -8465675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -8465677.000000 Penalty: 5328.123535
	Iteration 65Q: 3 clusters Score -8465677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -8465679.000000 Penalty: 5328.123535
	Iteration 66Q: 3 clusters Score -8465679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -8465677.000000 Penalty: 5328.123535
	Iteration 67Q: 3 clusters Score -8465677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -8465675.000000 Penalty: 5328.123535
	Iteration 68Q: 3 clusters Score -8465675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -8465677.000000 Penalty: 5328.123535
	Iteration 69Q: 3 clusters Score -8465677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -8465672.000000 Penalty: 5328.123535
	Iteration 70Q: 3 clusters Score -8465672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -8465669.000000 Penalty: 5328.123535
	Iteration 71Q: 3 clusters Score -8465669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -8465668.000000 Penalty: 5328.123535
	Iteration 72Q: 3 clusters Score -8465668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -8465687.000000 Penalty: 5328.123535
	Iteration 73Q: 3 clusters Score -8465687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -8465669.000000 Penalty: 5328.123535
	Iteration 74Q: 3 clusters Score -8465669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -8465667.000000 Penalty: 5328.123535
	Iteration 75Q: 3 clusters Score -8465667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -8465661.000000 Penalty: 5328.123535
	Iteration 76Q: 3 clusters Score -8465661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -8465673.000000 Penalty: 5328.123535
	Iteration 77Q: 3 clusters Score -8465673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -8465667.000000 Penalty: 5328.123535
	Iteration 78Q: 3 clusters Score -8465667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -8465665.000000 Penalty: 5328.123535
	Iteration 79Q: 3 clusters Score -8465665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -8465663.000000 Penalty: 5328.123535
	Iteration 80F: 3 clusters Score -8465663 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -8465659.000000 Penalty: 5328.123535
	Iteration 81Q: 3 clusters Score -8465659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -8465656.000000 Penalty: 5328.123535
	Iteration 82Q: 3 clusters Score -8465656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -8465648.000000 Penalty: 5328.123535
	Iteration 83Q: 3 clusters Score -8465648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -8465658.000000 Penalty: 5328.123535
	Iteration 84Q: 3 clusters Score -8465658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -8465660.000000 Penalty: 5328.123535
	Iteration 85Q: 3 clusters Score -8465660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -8465661.000000 Penalty: 5328.123535
	Iteration 86Q: 3 clusters Score -8465661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -8465665.000000 Penalty: 5328.123535
	Iteration 87Q: 3 clusters Score -8465665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -8465662.000000 Penalty: 5328.123535
	Iteration 88Q: 3 clusters Score -8465662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -8465665.000000 Penalty: 5328.123535
	Iteration 89Q: 3 clusters Score -8465665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -8465667.000000 Penalty: 5328.123535
	Iteration 90Q: 3 clusters Score -8465667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -8465663.000000 Penalty: 5328.123535
	Iteration 91Q: 3 clusters Score -8465663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -8465659.000000 Penalty: 5328.123535
	Iteration 92Q: 3 clusters Score -8465659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -8465661.000000 Penalty: 5328.123535
	Iteration 93Q: 3 clusters Score -8465661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -8465673.000000 Penalty: 5328.123535
	Iteration 94Q: 3 clusters Score -8465673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -8465682.000000 Penalty: 5328.123535
	Iteration 95Q: 3 clusters Score -8465682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -8465677.000000 Penalty: 5328.123535
	Iteration 96Q: 3 clusters Score -8465677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -8465680.000000 Penalty: 5328.123535
	Iteration 97Q: 3 clusters Score -8465680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -8465676.000000 Penalty: 5328.123535
	Iteration 98Q: 3 clusters Score -8465676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -8465679.000000 Penalty: 5328.123535
	Iteration 99Q: 3 clusters Score -8465679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -8465662.000000 Penalty: 5328.123535
	Iteration 100F: 3 clusters Score -8465662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -8465677.000000 Penalty: 5328.123535
	Iteration 101Q: 3 clusters Score -8465677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -8465671.000000 Penalty: 5328.123535
	Iteration 102Q: 3 clusters Score -8465671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -8465681.000000 Penalty: 5328.123535
	Iteration 103Q: 3 clusters Score -8465681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -8465681.000000 Penalty: 5328.123535
	Iteration 104Q: 3 clusters Score -8465681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -8465689.000000 Penalty: 5328.123535
	Iteration 105Q: 3 clusters Score -8465689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -8465691.000000 Penalty: 5328.123535
	Iteration 106Q: 3 clusters Score -8465691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -8465681.000000 Penalty: 5328.123535
	Iteration 107Q: 3 clusters Score -8465681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -8465678.000000 Penalty: 5328.123535
	Iteration 108Q: 3 clusters Score -8465678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -8465676.000000 Penalty: 5328.123535
	Iteration 109Q: 3 clusters Score -8465676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -8465666.000000 Penalty: 5328.123535
	Iteration 110Q: 3 clusters Score -8465666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -8465677.000000 Penalty: 5328.123535
	Iteration 111Q: 3 clusters Score -8465677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -8465672.000000 Penalty: 5328.123535
	Iteration 112Q: 3 clusters Score -8465672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -8465662.000000 Penalty: 5328.123535
	Iteration 113Q: 3 clusters Score -8465662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -8465669.000000 Penalty: 5328.123535
	Iteration 114Q: 3 clusters Score -8465669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -8465671.000000 Penalty: 5328.123535
	Iteration 115Q: 3 clusters Score -8465671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8465677 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
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	Iteration 117F: 3 clusters Score -8465677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -133972.843750 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -133972.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -132191.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -132515.078125 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -132515.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -132617.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -132721.578125 Penalty: 3354.886963
	Iteration 3F: 3 clusters Score -132721.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -132830.968750 Penalty: 3354.886963
	Iteration 4F: 3 clusters Score -132831 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -132929.015625 Penalty: 3354.886963
	Iteration 5Q: 3 clusters Score -132929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -133003.421875 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -133003.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -133045.406250 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -133045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -133069.734375 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -133069.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -133106.640625 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -133106.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -133135.375000 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -133135.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -133150.156250 Penalty: 3354.886963
	Iteration 11Q: 3 clusters Score -133150.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -133183.046875 Penalty: 3354.886963
	Iteration 12Q: 3 clusters Score -133183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -133206.828125 Penalty: 3354.886963
	Iteration 13Q: 3 clusters Score -133206.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -133210.984375 Penalty: 3354.886963
	Iteration 14Q: 3 clusters Score -133211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -133215.265625 Penalty: 3354.886963
	Iteration 15Q: 3 clusters Score -133215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -133222.437500 Penalty: 3354.886963
	Iteration 16Q: 3 clusters Score -133222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -133226.968750 Penalty: 3354.886963
	Iteration 17Q: 3 clusters Score -133227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -133236.984375 Penalty: 3354.886963
	Iteration 18Q: 3 clusters Score -133237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -133245.218750 Penalty: 3354.886963
	Iteration 19Q: 3 clusters Score -133245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -133257.203125 Penalty: 3354.886963
	Iteration 20F: 3 clusters Score -133257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -133275.875000 Penalty: 3354.886963
	Iteration 21Q: 3 clusters Score -133275.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -133284.703125 Penalty: 3354.886963
	Iteration 22Q: 3 clusters Score -133284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -133288.765625 Penalty: 3354.886963
	Iteration 23Q: 3 clusters Score -133288.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -133288.765625 Penalty: 3354.886963
	Iteration 24F: 3 clusters Score -133288.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 43991 members 
Mstep: Class 3 contains 46728 members 
Mstep: Class 4 contains 46680 members 
Mstep: Class 5 contains 52141 members 
Mstep: Class 6 contains 45722 members 
Mstep: Class 8 contains 44882 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45495 members 
Mstep: Class 11 contains 47337 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54967 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43219 members 
Mstep: Class 17 contains 42536 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49604 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49333 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46267 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912920.000000 Penalty: 76758.679688
Iteration 319Q: 24 clusters Score -1.269129e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 43974 members 
Mstep: Class 3 contains 46737 members 
Mstep: Class 4 contains 46711 members 
Mstep: Class 5 contains 52105 members 
Mstep: Class 6 contains 45688 members 
Mstep: Class 8 contains 44871 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45507 members 
Mstep: Class 11 contains 47355 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54958 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43222 members 
Mstep: Class 17 contains 42617 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49581 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49340 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46237 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912904.000000 Penalty: 76758.679688
Iteration 320F: 24 clusters Score -1.269129e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 43985 members 
Mstep: Class 3 contains 46783 members 
Mstep: Class 4 contains 46710 members 
Mstep: Class 5 contains 52014 members 
Mstep: Class 6 contains 45670 members 
Mstep: Class 8 contains 44872 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45513 members 
Mstep: Class 11 contains 47369 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54935 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43251 members 
Mstep: Class 17 contains 42704 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49569 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49306 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46227 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913272.000000 Penalty: 76758.679688
Iteration 321Q: 24 clusters Score -1.269133e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 43994 members 
Mstep: Class 3 contains 46810 members 
Mstep: Class 4 contains 46727 members 
Mstep: Class 5 contains 51950 members 
Mstep: Class 6 contains 45672 members 
Mstep: Class 8 contains 44855 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45475 members 
Mstep: Class 11 contains 47386 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54903 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43273 members 
Mstep: Class 17 contains 42797 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49544 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49292 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46220 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913304.000000 Penalty: 76758.679688
Iteration 322Q: 24 clusters Score -1.269133e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 43999 members 
Mstep: Class 3 contains 46846 members 
Mstep: Class 4 contains 46760 members 
Mstep: Class 5 contains 51888 members 
Mstep: Class 6 contains 45681 members 
Mstep: Class 8 contains 44821 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 45472 members 
Mstep: Class 11 contains 47399 members 
Mstep: Class 12 contains 438 members 
Mstep: Class 13 contains 54867 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43270 members 
Mstep: Class 17 contains 42869 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49511 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49291 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46221 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913320.000000 Penalty: 76758.679688
Iteration 323Q: 24 clusters Score -1.269133e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 43999 members 
Mstep: Class 3 contains 46876 members 
Mstep: Class 4 contains 46778 members 
Mstep: Class 5 contains 51837 members 
Mstep: Class 6 contains 45694 members 
Mstep: Class 8 contains 44795 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45477 members 
Mstep: Class 11 contains 47391 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54853 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43250 members 
Mstep: Class 17 contains 42899 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49507 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49303 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46241 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913360.000000 Penalty: 76758.679688
Iteration 324Q: 24 clusters Score -1.269134e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 44005 members 
Mstep: Class 3 contains 46886 members 
Mstep: Class 4 contains 46833 members 
Mstep: Class 5 contains 51803 members 
Mstep: Class 6 contains 45715 members 
Mstep: Class 8 contains 44760 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45472 members 
Mstep: Class 11 contains 47385 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54821 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43246 members 
Mstep: Class 17 contains 42911 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49502 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49303 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46260 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913336.000000 Penalty: 76758.679688
Iteration 325Q: 24 clusters Score -1.269133e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 43996 members 
Mstep: Class 3 contains 46894 members 
Mstep: Class 4 contains 46845 members 
Mstep: Class 5 contains 51793 members 
Mstep: Class 6 contains 45701 members 
Mstep: Class 8 contains 44738 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 45462 members 
Mstep: Class 11 contains 47382 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54834 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43255 members 
Mstep: Class 17 contains 42924 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49509 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49303 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46262 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913280.000000 Penalty: 76758.679688
Iteration 326Q: 24 clusters Score -1.269133e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 43988 members 
Mstep: Class 3 contains 46929 members 
Mstep: Class 4 contains 46879 members 
Mstep: Class 5 contains 51781 members 
Mstep: Class 6 contains 45669 members 
Mstep: Class 8 contains 44770 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45437 members 
Mstep: Class 11 contains 47373 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54840 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43240 members 
Mstep: Class 17 contains 42911 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49512 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49312 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46252 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913376.000000 Penalty: 76758.679688
Iteration 327Q: 24 clusters Score -1.269134e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 43986 members 
Mstep: Class 3 contains 46979 members 
Mstep: Class 4 contains 46873 members 
Mstep: Class 5 contains 51776 members 
Mstep: Class 6 contains 45639 members 
Mstep: Class 8 contains 44793 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45450 members 
Mstep: Class 11 contains 47372 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54842 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43241 members 
Mstep: Class 17 contains 42891 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49519 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49306 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46228 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913160.000000 Penalty: 76758.679688
Iteration 328Q: 24 clusters Score -1.269132e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 43977 members 
Mstep: Class 3 contains 47013 members 
Mstep: Class 4 contains 46862 members 
Mstep: Class 5 contains 51745 members 
Mstep: Class 6 contains 45613 members 
Mstep: Class 8 contains 44832 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45473 members 
Mstep: Class 11 contains 47370 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54863 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43229 members 
Mstep: Class 17 contains 42899 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49510 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49289 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 46214 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913384.000000 Penalty: 76758.679688
Iteration 329Q: 24 clusters Score -1.269134e+08 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 43958 members 
Mstep: Class 3 contains 47029 members 
Mstep: Class 4 contains 46866 members 
Mstep: Class 5 contains 51672 members 
Mstep: Class 6 contains 45605 members 
Mstep: Class 8 contains 44863 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45464 members 
Mstep: Class 11 contains 47365 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54881 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43233 members 
Mstep: Class 17 contains 42912 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49530 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49287 members 
Mstep: Class 22 contains 2538 members 
Mstep: Class 23 contains 46218 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913568.000000 Penalty: 76758.679688
Iteration 330Q: 24 clusters Score -1.269136e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 43963 members 
Mstep: Class 3 contains 47003 members 
Mstep: Class 4 contains 46881 members 
Mstep: Class 5 contains 51638 members 
Mstep: Class 6 contains 45609 members 
Mstep: Class 8 contains 44870 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45470 members 
Mstep: Class 11 contains 47352 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54892 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43241 members 
Mstep: Class 17 contains 42922 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49543 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49282 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 46207 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913592.000000 Penalty: 76758.679688
Iteration 331Q: 24 clusters Score -1.269136e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 43983 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 46898 members 
Mstep: Class 5 contains 51561 members 
Mstep: Class 6 contains 45588 members 
Mstep: Class 8 contains 44871 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45467 members 
Mstep: Class 11 contains 47352 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54935 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43242 members 
Mstep: Class 17 contains 42944 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49554 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49276 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46190 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913880.000000 Penalty: 76758.679688
Iteration 332Q: 24 clusters Score -1.269139e+08 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 43982 members 
Mstep: Class 3 contains 47021 members 
Mstep: Class 4 contains 46923 members 
Mstep: Class 5 contains 51511 members 
Mstep: Class 6 contains 45570 members 
Mstep: Class 8 contains 44859 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45471 members 
Mstep: Class 11 contains 47350 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54956 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 883 members 
Mstep: Class 16 contains 43258 members 
Mstep: Class 17 contains 42945 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49557 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49278 members 
Mstep: Class 22 contains 2540 members 
Mstep: Class 23 contains 46175 members 
Mstep: Class 24 contains 867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913848.000000 Penalty: 76758.679688
Iteration 333Q: 24 clusters Score -1.269138e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 43975 members 
Mstep: Class 3 contains 47060 members 
Mstep: Class 4 contains 46912 members 
Mstep: Class 5 contains 51439 members 
Mstep: Class 6 contains 45597 members 
Mstep: Class 8 contains 44852 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45464 members 
Mstep: Class 11 contains 47355 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 54995 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43265 members 
Mstep: Class 17 contains 42927 members 
Mstep: Class 18 contains 564 members 
Mstep: Class 19 contains 49555 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49288 members 
Mstep: Class 22 contains 2540 members 
Mstep: Class 23 contains 46163 members 
Mstep: Class 24 contains 866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913920.000000 Penalty: 76758.679688
Iteration 334Q: 24 clusters Score -1.269139e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 43951 members 
Mstep: Class 3 contains 47115 members 
Mstep: Class 4 contains 46897 members 
Mstep: Class 5 contains 51421 members 
Mstep: Class 6 contains 45611 members 
Mstep: Class 8 contains 44839 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45478 members 
Mstep: Class 11 contains 47362 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55027 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 884 members 
Mstep: Class 16 contains 43276 members 
Mstep: Class 17 contains 42879 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49568 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49274 members 
Mstep: Class 22 contains 2540 members 
Mstep: Class 23 contains 46142 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914152.000000 Penalty: 76758.679688
Iteration 335Q: 24 clusters Score -1.269142e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 43952 members 
Mstep: Class 3 contains 47147 members 
Mstep: Class 4 contains 46864 members 
Mstep: Class 5 contains 51413 members 
Mstep: Class 6 contains 45630 members 
Mstep: Class 8 contains 44829 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45480 members 
Mstep: Class 11 contains 47371 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55046 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43297 members 
Mstep: Class 17 contains 42819 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 49579 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49259 members 
Mstep: Class 22 contains 2540 members 
Mstep: Class 23 contains 46164 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914296.000000 Penalty: 76758.679688
Iteration 336Q: 24 clusters Score -1.269143e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 43977 members 
Mstep: Class 3 contains 47170 members 
Mstep: Class 4 contains 46814 members 
Mstep: Class 5 contains 51382 members 
Mstep: Class 6 contains 45671 members 
Mstep: Class 8 contains 44825 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45482 members 
Mstep: Class 11 contains 47382 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55057 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43308 members 
Mstep: Class 17 contains 42764 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49579 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49250 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 46188 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914192.000000 Penalty: 76758.679688
Iteration 337Q: 24 clusters Score -1.269142e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 44000 members 
Mstep: Class 3 contains 47168 members 
Mstep: Class 4 contains 46784 members 
Mstep: Class 5 contains 51396 members 
Mstep: Class 6 contains 45672 members 
Mstep: Class 8 contains 44858 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45491 members 
Mstep: Class 11 contains 47398 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55052 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43293 members 
Mstep: Class 17 contains 42733 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49584 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49222 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 46193 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914192.000000 Penalty: 76758.679688
Iteration 338Q: 24 clusters Score -1.269142e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 44004 members 
Mstep: Class 3 contains 47190 members 
Mstep: Class 4 contains 46749 members 
Mstep: Class 5 contains 51396 members 
Mstep: Class 6 contains 45713 members 
Mstep: Class 8 contains 44908 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45469 members 
Mstep: Class 11 contains 47403 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55048 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43284 members 
Mstep: Class 17 contains 42688 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49567 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49214 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 46203 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914280.000000 Penalty: 76758.679688
Iteration 339Q: 24 clusters Score -1.269143e+08 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 44010 members 
Mstep: Class 3 contains 47183 members 
Mstep: Class 4 contains 46745 members 
Mstep: Class 5 contains 51412 members 
Mstep: Class 6 contains 45728 members 
Mstep: Class 8 contains 44930 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45444 members 
Mstep: Class 11 contains 47400 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55063 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43269 members 
Mstep: Class 17 contains 42640 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49591 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49216 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 46206 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914672.000000 Penalty: 76758.679688
Iteration 340F: 24 clusters Score -1.269147e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 44003 members 
Mstep: Class 3 contains 47219 members 
Mstep: Class 4 contains 46711 members 
Mstep: Class 5 contains 51404 members 
Mstep: Class 6 contains 45742 members 
Mstep: Class 8 contains 44977 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45426 members 
Mstep: Class 11 contains 47400 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55062 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43247 members 
Mstep: Class 17 contains 42612 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49599 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49218 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 46207 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914728.000000 Penalty: 76758.679688
Iteration 341Q: 24 clusters Score -1.269147e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 43996 members 
Mstep: Class 3 contains 47231 members 
Mstep: Class 4 contains 46706 members 
Mstep: Class 5 contains 51408 members 
Mstep: Class 6 contains 45777 members 
Mstep: Class 8 contains 44981 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 45415 members 
Mstep: Class 11 contains 47401 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55038 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43233 members 
Mstep: Class 17 contains 42585 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49632 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49214 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 46210 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914736.000000 Penalty: 76758.679688
Iteration 342Q: 24 clusters Score -1.269147e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 43986 members 
Mstep: Class 3 contains 47220 members 
Mstep: Class 4 contains 46700 members 
Mstep: Class 5 contains 51426 members 
Mstep: Class 6 contains 45796 members 
Mstep: Class 8 contains 44965 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45425 members 
Mstep: Class 11 contains 47400 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55016 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43229 members 
Mstep: Class 17 contains 42584 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49634 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49219 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 46226 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915072.000000 Penalty: 76758.679688
Iteration 343Q: 24 clusters Score -1.269151e+08 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 43967 members 
Mstep: Class 3 contains 47243 members 
Mstep: Class 4 contains 46695 members 
Mstep: Class 5 contains 51469 members 
Mstep: Class 6 contains 45800 members 
Mstep: Class 8 contains 44947 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45439 members 
Mstep: Class 11 contains 47391 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55006 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43205 members 
Mstep: Class 17 contains 42548 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49638 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49238 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 46240 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915024.000000 Penalty: 76758.679688
Iteration 344Q: 24 clusters Score -1.26915e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 43946 members 
Mstep: Class 3 contains 47269 members 
Mstep: Class 4 contains 46704 members 
Mstep: Class 5 contains 51501 members 
Mstep: Class 6 contains 45780 members 
Mstep: Class 8 contains 44910 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45458 members 
Mstep: Class 11 contains 47382 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55032 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43202 members 
Mstep: Class 17 contains 42500 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49625 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49263 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 46255 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914976.000000 Penalty: 76758.679688
Iteration 345Q: 24 clusters Score -1.26915e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 43928 members 
Mstep: Class 3 contains 47281 members 
Mstep: Class 4 contains 46699 members 
Mstep: Class 5 contains 51465 members 
Mstep: Class 6 contains 45801 members 
Mstep: Class 8 contains 44906 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45454 members 
Mstep: Class 11 contains 47367 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55058 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43240 members 
Mstep: Class 17 contains 42476 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49631 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49265 members 
Mstep: Class 22 contains 2539 members 
Mstep: Class 23 contains 46259 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914880.000000 Penalty: 76758.679688
Iteration 346Q: 24 clusters Score -1.269149e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 43926 members 
Mstep: Class 3 contains 47283 members 
Mstep: Class 4 contains 46717 members 
Mstep: Class 5 contains 51445 members 
Mstep: Class 6 contains 45815 members 
Mstep: Class 8 contains 44895 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45449 members 
Mstep: Class 11 contains 47366 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55062 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43259 members 
Mstep: Class 17 contains 42465 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49634 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49254 members 
Mstep: Class 22 contains 2540 members 
Mstep: Class 23 contains 46253 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915080.000000 Penalty: 76758.679688
Iteration 347Q: 24 clusters Score -1.269151e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 43946 members 
Mstep: Class 3 contains 47304 members 
Mstep: Class 4 contains 46688 members 
Mstep: Class 5 contains 51465 members 
Mstep: Class 6 contains 45821 members 
Mstep: Class 8 contains 44882 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45431 members 
Mstep: Class 11 contains 47357 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55091 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43235 members 
Mstep: Class 17 contains 42462 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49625 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49257 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46255 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915048.000000 Penalty: 76758.679688
Iteration 348Q: 24 clusters Score -1.26915e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 43937 members 
Mstep: Class 3 contains 47299 members 
Mstep: Class 4 contains 46690 members 
Mstep: Class 5 contains 51442 members 
Mstep: Class 6 contains 45831 members 
Mstep: Class 8 contains 44879 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45446 members 
Mstep: Class 11 contains 47356 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55131 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43222 members 
Mstep: Class 17 contains 42484 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49605 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49242 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46247 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915160.000000 Penalty: 76758.679688
Iteration 349Q: 24 clusters Score -1.269152e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 43941 members 
Mstep: Class 3 contains 47283 members 
Mstep: Class 4 contains 46703 members 
Mstep: Class 5 contains 51433 members 
Mstep: Class 6 contains 45825 members 
Mstep: Class 8 contains 44902 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45444 members 
Mstep: Class 11 contains 47353 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55151 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43221 members 
Mstep: Class 17 contains 42496 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49587 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49225 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46246 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915032.000000 Penalty: 76758.679688
Iteration 350Q: 24 clusters Score -1.26915e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 43942 members 
Mstep: Class 3 contains 47314 members 
Mstep: Class 4 contains 46712 members 
Mstep: Class 5 contains 51391 members 
Mstep: Class 6 contains 45863 members 
Mstep: Class 8 contains 44897 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45447 members 
Mstep: Class 11 contains 47344 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55142 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43215 members 
Mstep: Class 17 contains 42517 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49568 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49222 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46234 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915624.000000 Penalty: 76758.679688
Iteration 351Q: 24 clusters Score -1.269156e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 43952 members 
Mstep: Class 3 contains 47353 members 
Mstep: Class 4 contains 46718 members 
Mstep: Class 5 contains 51359 members 
Mstep: Class 6 contains 45852 members 
Mstep: Class 8 contains 44923 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45438 members 
Mstep: Class 11 contains 47327 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55143 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43217 members 
Mstep: Class 17 contains 42539 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49553 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49225 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46211 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915592.000000 Penalty: 76758.679688
Iteration 352Q: 24 clusters Score -1.269156e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 43955 members 
Mstep: Class 3 contains 47414 members 
Mstep: Class 4 contains 46700 members 
Mstep: Class 5 contains 51358 members 
Mstep: Class 6 contains 45827 members 
Mstep: Class 8 contains 44917 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45430 members 
Mstep: Class 11 contains 47319 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55147 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43226 members 
Mstep: Class 17 contains 42547 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49538 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49229 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46201 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915616.000000 Penalty: 76758.679688
Iteration 353Q: 24 clusters Score -1.269156e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 43970 members 
Mstep: Class 3 contains 47428 members 
Mstep: Class 4 contains 46702 members 
Mstep: Class 5 contains 51353 members 
Mstep: Class 6 contains 45805 members 
Mstep: Class 8 contains 44907 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45417 members 
Mstep: Class 11 contains 47323 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55157 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43230 members 
Mstep: Class 17 contains 42572 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49522 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49223 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46195 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915608.000000 Penalty: 76758.679688
Iteration 354Q: 24 clusters Score -1.269156e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33068 members 
Mstep: Class 2 contains 43998 members 
Mstep: Class 3 contains 47496 members 
Mstep: Class 4 contains 46697 members 
Mstep: Class 5 contains 51294 members 
Mstep: Class 6 contains 45795 members 
Mstep: Class 8 contains 44880 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45393 members 
Mstep: Class 11 contains 47321 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55134 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43231 members 
Mstep: Class 17 contains 42615 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49516 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49241 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46192 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915760.000000 Penalty: 76758.679688
Iteration 355Q: 24 clusters Score -1.269158e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 44034 members 
Mstep: Class 3 contains 47508 members 
Mstep: Class 4 contains 46687 members 
Mstep: Class 5 contains 51259 members 
Mstep: Class 6 contains 45798 members 
Mstep: Class 8 contains 44870 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45403 members 
Mstep: Class 11 contains 47324 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55130 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43211 members 
Mstep: Class 17 contains 42637 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49509 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49258 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46179 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915928.000000 Penalty: 76758.679688
Iteration 356Q: 24 clusters Score -1.269159e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 44041 members 
Mstep: Class 3 contains 47478 members 
Mstep: Class 4 contains 46691 members 
Mstep: Class 5 contains 51241 members 
Mstep: Class 6 contains 45835 members 
Mstep: Class 8 contains 44857 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45375 members 
Mstep: Class 11 contains 47309 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55159 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43198 members 
Mstep: Class 17 contains 42689 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49489 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49279 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46171 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915888.000000 Penalty: 76758.679688
Iteration 357Q: 24 clusters Score -1.269159e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 44051 members 
Mstep: Class 3 contains 47546 members 
Mstep: Class 4 contains 46675 members 
Mstep: Class 5 contains 51176 members 
Mstep: Class 6 contains 45833 members 
Mstep: Class 8 contains 44868 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45346 members 
Mstep: Class 11 contains 47302 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55152 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43191 members 
Mstep: Class 17 contains 42729 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49493 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49308 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46149 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915768.000000 Penalty: 76758.679688
Iteration 358Q: 24 clusters Score -1.269158e+08 nChanged 1721
Entering ConstructFrom: 
Score: -126915768.000000 Penalty: 76758.679688
Entering ConstructFrom: 
Trying to split cluster 1 (33046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Entering Unmasked Estep 
Score: -5926484.500000 Penalty: 2580.602539
	Iteration 0F: 2 clusters Score -5926484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -5903864.500000 Penalty: 5161.205078
	Iteration 0F: 3 clusters Score -5903864 nChanged 14946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -5912045.500000 Penalty: 5161.205078
	Iteration 1F: 3 clusters Score -5912046 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -5912466.500000 Penalty: 5161.205078
	Iteration 2Q: 3 clusters Score -5912466 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -5912892.000000 Penalty: 5161.205078
	Iteration 3Q: 3 clusters Score -5912892 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -5913271.000000 Penalty: 5161.205078
	Iteration 4Q: 3 clusters Score -5913271 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -5913660.500000 Penalty: 5161.205078
	Iteration 5Q: 3 clusters Score -5913660 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -5914116.500000 Penalty: 5161.205078
	Iteration 6Q: 3 clusters Score -5914116 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -5914677.000000 Penalty: 5161.205078
	Iteration 7Q: 3 clusters Score -5914677 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -5915352.000000 Penalty: 5161.205078
	Iteration 8Q: 3 clusters Score -5915352 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -5916252.000000 Penalty: 5161.205078
	Iteration 9F: 3 clusters Score -5916252 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -5917476.000000 Penalty: 5161.205078
	Iteration 10F: 3 clusters Score -5917476 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -5918835.000000 Penalty: 5161.205078
	Iteration 11F: 3 clusters Score -5918835 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -5920273.000000 Penalty: 5161.205078
	Iteration 12F: 3 clusters Score -5920273 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -5921535.000000 Penalty: 5161.205078
	Iteration 13Q: 3 clusters Score -5921535 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -5922564.500000 Penalty: 5161.205078
	Iteration 14Q: 3 clusters Score -5922564 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -5923556.500000 Penalty: 5161.205078
	Iteration 15Q: 3 clusters Score -5923556 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5924132.000000 Penalty: 5161.205078
	Iteration 16Q: 3 clusters Score -5924132 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5924370.500000 Penalty: 5161.205078
	Iteration 17Q: 3 clusters Score -5924370 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5924490.500000 Penalty: 5161.205078
	Iteration 18Q: 3 clusters Score -5924490 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5924559.000000 Penalty: 5161.205078
	Iteration 19Q: 3 clusters Score -5924559 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -5924601.000000 Penalty: 5161.205078
	Iteration 20F: 3 clusters Score -5924601 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5924635.500000 Penalty: 5161.205078
	Iteration 21Q: 3 clusters Score -5924636 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5924669.500000 Penalty: 5161.205078
	Iteration 22Q: 3 clusters Score -5924670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5924681.500000 Penalty: 5161.205078
	Iteration 23Q: 3 clusters Score -5924682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5924721.000000 Penalty: 5161.205078
	Iteration 24Q: 3 clusters Score -5924721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5924743.500000 Penalty: 5161.205078
	Iteration 25Q: 3 clusters Score -5924744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5924743.000000 Penalty: 5161.205078
	Iteration 26Q: 3 clusters Score -5924743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5924757.000000 Penalty: 5161.205078
	Iteration 27Q: 3 clusters Score -5924757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -5924754.500000 Penalty: 5161.205078
	Iteration 28Q: 3 clusters Score -5924754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5924757.500000 Penalty: 5161.205078
	Iteration 29Q: 3 clusters Score -5924758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5924753.500000 Penalty: 5161.205078
	Iteration 30Q: 3 clusters Score -5924754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5924760.000000 Penalty: 5161.205078
	Iteration 31Q: 3 clusters Score -5924760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -5924773.000000 Penalty: 5161.205078
	Iteration 32Q: 3 clusters Score -5924773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5924771.000000 Penalty: 5161.205078
	Iteration 33Q: 3 clusters Score -5924771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5924767.500000 Penalty: 5161.205078
	Iteration 34Q: 3 clusters Score -5924768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -5924778.000000 Penalty: 5161.205078
	Iteration 35Q: 3 clusters Score -5924778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5924783.000000 Penalty: 5161.205078
	Iteration 36Q: 3 clusters Score -5924783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5924783.000000 Penalty: 5161.205078
	Iteration 37Q: 3 clusters Score -5924783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -5924788.000000 Penalty: 5161.205078
	Iteration 38Q: 3 clusters Score -5924788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5924790.000000 Penalty: 5161.205078
	Iteration 39Q: 3 clusters Score -5924790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5924797.000000 Penalty: 5161.205078
	Iteration 40F: 3 clusters Score -5924797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5924791.500000 Penalty: 5161.205078
	Iteration 41Q: 3 clusters Score -5924792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5924791.500000 Penalty: 5161.205078
	Iteration 42F: 3 clusters Score -5924792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Entering Unmasked Estep 
Score: -8139090.000000 Penalty: 2651.957031
	Iteration 0F: 2 clusters Score -8139090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -8110292.500000 Penalty: 5303.914062
	Iteration 0F: 3 clusters Score -8110292 nChanged 20196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -8121319.500000 Penalty: 5303.914062
	Iteration 1F: 3 clusters Score -8121320 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -8121943.500000 Penalty: 5303.914062
	Iteration 2Q: 3 clusters Score -8121944 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -8122529.000000 Penalty: 5303.914062
	Iteration 3Q: 3 clusters Score -8122529 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -8123334.500000 Penalty: 5303.914062
	Iteration 4Q: 3 clusters Score -8123334 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -8124398.000000 Penalty: 5303.914062
	Iteration 5Q: 3 clusters Score -8124398 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -8125626.000000 Penalty: 5303.914062
	Iteration 6Q: 3 clusters Score -8125626 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -8126988.500000 Penalty: 5303.914062
	Iteration 7F: 3 clusters Score -8126988 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -8128494.500000 Penalty: 5303.914062
	Iteration 8F: 3 clusters Score -8128494 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -8129938.000000 Penalty: 5303.914062
	Iteration 9Q: 3 clusters Score -8129938 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -8131090.000000 Penalty: 5303.914062
	Iteration 10Q: 3 clusters Score -8131090 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -8131890.500000 Penalty: 5303.914062
	Iteration 11Q: 3 clusters Score -8131890 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -8132417.000000 Penalty: 5303.914062
	Iteration 12Q: 3 clusters Score -8132417 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -8132790.000000 Penalty: 5303.914062
	Iteration 13Q: 3 clusters Score -8132790 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -8133072.500000 Penalty: 5303.914062
	Iteration 14Q: 3 clusters Score -8133072 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -8133331.500000 Penalty: 5303.914062
	Iteration 15Q: 3 clusters Score -8133332 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -8133532.500000 Penalty: 5303.914062
	Iteration 16Q: 3 clusters Score -8133532 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -8133761.500000 Penalty: 5303.914062
	Iteration 17Q: 3 clusters Score -8133762 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -8133961.500000 Penalty: 5303.914062
	Iteration 18Q: 3 clusters Score -8133962 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -8134126.500000 Penalty: 5303.914062
	Iteration 19Q: 3 clusters Score -8134126 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -8134302.000000 Penalty: 5303.914062
	Iteration 20F: 3 clusters Score -8134302 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -8134494.500000 Penalty: 5303.914062
	Iteration 21Q: 3 clusters Score -8134494 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -8134678.000000 Penalty: 5303.914062
	Iteration 22Q: 3 clusters Score -8134678 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -8134845.000000 Penalty: 5303.914062
	Iteration 23Q: 3 clusters Score -8134845 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -8135028.000000 Penalty: 5303.914062
	Iteration 24Q: 3 clusters Score -8135028 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -8135303.500000 Penalty: 5303.914062
	Iteration 25Q: 3 clusters Score -8135304 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -8135552.000000 Penalty: 5303.914062
	Iteration 26Q: 3 clusters Score -8135552 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -8135805.000000 Penalty: 5303.914062
	Iteration 27Q: 3 clusters Score -8135805 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -8136050.000000 Penalty: 5303.914062
	Iteration 28Q: 3 clusters Score -8136050 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -8136281.000000 Penalty: 5303.914062
	Iteration 29Q: 3 clusters Score -8136281 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8136473.500000 Penalty: 5303.914062
	Iteration 30Q: 3 clusters Score -8136474 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8136623.000000 Penalty: 5303.914062
	Iteration 31Q: 3 clusters Score -8136623 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8136710.000000 Penalty: 5303.914062
	Iteration 32Q: 3 clusters Score -8136710 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8136810.000000 Penalty: 5303.914062
	Iteration 33Q: 3 clusters Score -8136810 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8136870.500000 Penalty: 5303.914062
	Iteration 34Q: 3 clusters Score -8136870 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8136938.500000 Penalty: 5303.914062
	Iteration 35Q: 3 clusters Score -8136938 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8136988.000000 Penalty: 5303.914062
	Iteration 36Q: 3 clusters Score -8136988 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8137040.500000 Penalty: 5303.914062
	Iteration 37Q: 3 clusters Score -8137040 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8137057.000000 Penalty: 5303.914062
	Iteration 38Q: 3 clusters Score -8137057 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8137073.500000 Penalty: 5303.914062
	Iteration 39Q: 3 clusters Score -8137074 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8137095.500000 Penalty: 5303.914062
	Iteration 40F: 3 clusters Score -8137096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8137101.000000 Penalty: 5303.914062
	Iteration 41Q: 3 clusters Score -8137101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8137104.500000 Penalty: 5303.914062
	Iteration 42Q: 3 clusters Score -8137104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8137112.000000 Penalty: 5303.914062
	Iteration 43Q: 3 clusters Score -8137112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8137120.000000 Penalty: 5303.914062
	Iteration 44Q: 3 clusters Score -8137120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8137109.500000 Penalty: 5303.914062
	Iteration 45Q: 3 clusters Score -8137110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8137118.500000 Penalty: 5303.914062
	Iteration 46Q: 3 clusters Score -8137118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8137126.000000 Penalty: 5303.914062
	Iteration 47Q: 3 clusters Score -8137126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8137129.000000 Penalty: 5303.914062
	Iteration 48Q: 3 clusters Score -8137129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8137129.500000 Penalty: 5303.914062
	Iteration 49Q: 3 clusters Score -8137130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8137132.000000 Penalty: 5303.914062
	Iteration 50Q: 3 clusters Score -8137132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8137135.500000 Penalty: 5303.914062
	Iteration 51Q: 3 clusters Score -8137136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8137144.500000 Penalty: 5303.914062
	Iteration 52Q: 3 clusters Score -8137144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8137149.500000 Penalty: 5303.914062
	Iteration 53Q: 3 clusters Score -8137150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8137154.500000 Penalty: 5303.914062
	Iteration 54Q: 3 clusters Score -8137154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8137149.000000 Penalty: 5303.914062
	Iteration 55Q: 3 clusters Score -8137149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8137157.500000 Penalty: 5303.914062
	Iteration 56Q: 3 clusters Score -8137158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8137164.500000 Penalty: 5303.914062
	Iteration 57Q: 3 clusters Score -8137164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8137180.000000 Penalty: 5303.914062
	Iteration 58Q: 3 clusters Score -8137180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8137180.000000 Penalty: 5303.914062
	Iteration 59Q: 3 clusters Score -8137180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8137179.500000 Penalty: 5303.914062
	Iteration 60F: 3 clusters Score -8137180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8137184.000000 Penalty: 5303.914062
	Iteration 61Q: 3 clusters Score -8137184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8137184.000000 Penalty: 5303.914062
	Iteration 62Q: 3 clusters Score -8137184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8137192.000000 Penalty: 5303.914062
	Iteration 63Q: 3 clusters Score -8137192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8137187.500000 Penalty: 5303.914062
	Iteration 64Q: 3 clusters Score -8137188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8137189.500000 Penalty: 5303.914062
	Iteration 65Q: 3 clusters Score -8137190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8137197.500000 Penalty: 5303.914062
	Iteration 66Q: 3 clusters Score -8137198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8137205.500000 Penalty: 5303.914062
	Iteration 67Q: 3 clusters Score -8137206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8137202.500000 Penalty: 5303.914062
	Iteration 68Q: 3 clusters Score -8137202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8137209.500000 Penalty: 5303.914062
	Iteration 69Q: 3 clusters Score -8137210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8137204.500000 Penalty: 5303.914062
	Iteration 70Q: 3 clusters Score -8137204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8137203.500000 Penalty: 5303.914062
	Iteration 71Q: 3 clusters Score -8137204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8137212.000000 Penalty: 5303.914062
	Iteration 72Q: 3 clusters Score -8137212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8137209.000000 Penalty: 5303.914062
	Iteration 73Q: 3 clusters Score -8137209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8137208.000000 Penalty: 5303.914062
	Iteration 74Q: 3 clusters Score -8137208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8137215.000000 Penalty: 5303.914062
	Iteration 75Q: 3 clusters Score -8137215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8137211.000000 Penalty: 5303.914062
	Iteration 76Q: 3 clusters Score -8137211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8137202.500000 Penalty: 5303.914062
	Iteration 77Q: 3 clusters Score -8137202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8137207.500000 Penalty: 5303.914062
	Iteration 78Q: 3 clusters Score -8137208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8137207.500000 Penalty: 5303.914062
	Iteration 79F: 3 clusters Score -8137208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Entering Unmasked Estep 
Score: -8928808.000000 Penalty: 2671.152588
	Iteration 0F: 2 clusters Score -8928808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -8900545.000000 Penalty: 5342.305176
	Iteration 0F: 3 clusters Score -8900545 nChanged 22000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -8912828.000000 Penalty: 5342.305176
	Iteration 1F: 3 clusters Score -8912828 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -8913332.000000 Penalty: 5342.305176
	Iteration 2Q: 3 clusters Score -8913332 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -8913812.000000 Penalty: 5342.305176
	Iteration 3Q: 3 clusters Score -8913812 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -8914296.000000 Penalty: 5342.305176
	Iteration 4Q: 3 clusters Score -8914296 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -8914742.000000 Penalty: 5342.305176
	Iteration 5Q: 3 clusters Score -8914742 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -8915199.000000 Penalty: 5342.305176
	Iteration 6Q: 3 clusters Score -8915199 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -8915730.000000 Penalty: 5342.305176
	Iteration 7Q: 3 clusters Score -8915730 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -8916328.000000 Penalty: 5342.305176
	Iteration 8Q: 3 clusters Score -8916328 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -8917078.000000 Penalty: 5342.305176
	Iteration 9Q: 3 clusters Score -8917078 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -8918005.000000 Penalty: 5342.305176
	Iteration 10Q: 3 clusters Score -8918005 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -8919136.000000 Penalty: 5342.305176
	Iteration 11Q: 3 clusters Score -8919136 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -8920483.000000 Penalty: 5342.305176
	Iteration 12Q: 3 clusters Score -8920483 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -8922037.000000 Penalty: 5342.305176
	Iteration 13Q: 3 clusters Score -8922037 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -8923583.000000 Penalty: 5342.305176
	Iteration 14Q: 3 clusters Score -8923583 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -8924674.000000 Penalty: 5342.305176
	Iteration 15Q: 3 clusters Score -8924674 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -8925475.000000 Penalty: 5342.305176
	Iteration 16Q: 3 clusters Score -8925475 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -8925954.000000 Penalty: 5342.305176
	Iteration 17Q: 3 clusters Score -8925954 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -8926303.000000 Penalty: 5342.305176
	Iteration 18Q: 3 clusters Score -8926303 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -8926610.000000 Penalty: 5342.305176
	Iteration 19Q: 3 clusters Score -8926610 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -8926882.000000 Penalty: 5342.305176
	Iteration 20F: 3 clusters Score -8926882 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -8927180.000000 Penalty: 5342.305176
	Iteration 21Q: 3 clusters Score -8927180 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -8927362.000000 Penalty: 5342.305176
	Iteration 22Q: 3 clusters Score -8927362 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8927349.000000 Penalty: 5342.305176
	Iteration 23Q: 3 clusters Score -8927349 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -8927336.000000 Penalty: 5342.305176
	Iteration 24Q: 3 clusters Score -8927336 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8927301.000000 Penalty: 5342.305176
	Iteration 25Q: 3 clusters Score -8927301 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8927212.000000 Penalty: 5342.305176
	Iteration 26Q: 3 clusters Score -8927212 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8927097.000000 Penalty: 5342.305176
	Iteration 27Q: 3 clusters Score -8927097 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8926950.000000 Penalty: 5342.305176
	Iteration 28Q: 3 clusters Score -8926950 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8926910.000000 Penalty: 5342.305176
	Iteration 29Q: 3 clusters Score -8926910 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8926881.000000 Penalty: 5342.305176
	Iteration 30Q: 3 clusters Score -8926881 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8926875.000000 Penalty: 5342.305176
	Iteration 31Q: 3 clusters Score -8926875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8926850.000000 Penalty: 5342.305176
	Iteration 32Q: 3 clusters Score -8926850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8926844.000000 Penalty: 5342.305176
	Iteration 33Q: 3 clusters Score -8926844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8926829.000000 Penalty: 5342.305176
	Iteration 34Q: 3 clusters Score -8926829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8926841.000000 Penalty: 5342.305176
	Iteration 35Q: 3 clusters Score -8926841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8926842.000000 Penalty: 5342.305176
	Iteration 36Q: 3 clusters Score -8926842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8926847.000000 Penalty: 5342.305176
	Iteration 37Q: 3 clusters Score -8926847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8926847.000000 Penalty: 5342.305176
	Iteration 38F: 3 clusters Score -8926847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Entering Unmasked Estep 
Score: -8595256.000000 Penalty: 2666.334717
	Iteration 0F: 2 clusters Score -8595256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -8565251.000000 Penalty: 5332.669434
	Iteration 0F: 3 clusters Score -8565251 nChanged 21351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -8576920.000000 Penalty: 5332.669434
	Iteration 1F: 3 clusters Score -8576920 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -8577546.000000 Penalty: 5332.669434
	Iteration 2Q: 3 clusters Score -8577546 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -8578262.000000 Penalty: 5332.669434
	Iteration 3Q: 3 clusters Score -8578262 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -8579168.000000 Penalty: 5332.669434
	Iteration 4Q: 3 clusters Score -8579168 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -8580450.000000 Penalty: 5332.669434
	Iteration 5F: 3 clusters Score -8580450 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -8582422.000000 Penalty: 5332.669434
	Iteration 6F: 3 clusters Score -8582422 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -8585148.000000 Penalty: 5332.669434
	Iteration 7F: 3 clusters Score -8585148 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -8588076.000000 Penalty: 5332.669434
	Iteration 8F: 3 clusters Score -8588076 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -8590706.000000 Penalty: 5332.669434
	Iteration 9F: 3 clusters Score -8590706 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -8592282.000000 Penalty: 5332.669434
	Iteration 10Q: 3 clusters Score -8592282 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -8593022.000000 Penalty: 5332.669434
	Iteration 11Q: 3 clusters Score -8593022 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -8593383.000000 Penalty: 5332.669434
	Iteration 12Q: 3 clusters Score -8593383 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -8593585.000000 Penalty: 5332.669434
	Iteration 13Q: 3 clusters Score -8593585 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -8593772.000000 Penalty: 5332.669434
	Iteration 14Q: 3 clusters Score -8593772 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -8593886.000000 Penalty: 5332.669434
	Iteration 15Q: 3 clusters Score -8593886 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -8593971.000000 Penalty: 5332.669434
	Iteration 16Q: 3 clusters Score -8593971 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -8594072.000000 Penalty: 5332.669434
	Iteration 17Q: 3 clusters Score -8594072 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -8594138.000000 Penalty: 5332.669434
	Iteration 18Q: 3 clusters Score -8594138 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -8594190.000000 Penalty: 5332.669434
	Iteration 19Q: 3 clusters Score -8594190 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -8594275.000000 Penalty: 5332.669434
	Iteration 20F: 3 clusters Score -8594275 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -8594340.000000 Penalty: 5332.669434
	Iteration 21Q: 3 clusters Score -8594340 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -8594405.000000 Penalty: 5332.669434
	Iteration 22Q: 3 clusters Score -8594405 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -8594474.000000 Penalty: 5332.669434
	Iteration 23Q: 3 clusters Score -8594474 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -8594511.000000 Penalty: 5332.669434
	Iteration 24Q: 3 clusters Score -8594511 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -8594549.000000 Penalty: 5332.669434
	Iteration 25Q: 3 clusters Score -8594549 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -8594594.000000 Penalty: 5332.669434
	Iteration 26Q: 3 clusters Score -8594594 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -8594640.000000 Penalty: 5332.669434
	Iteration 27Q: 3 clusters Score -8594640 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -8594661.000000 Penalty: 5332.669434
	Iteration 28Q: 3 clusters Score -8594661 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -8594681.000000 Penalty: 5332.669434
	Iteration 29Q: 3 clusters Score -8594681 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -8594698.000000 Penalty: 5332.669434
	Iteration 30Q: 3 clusters Score -8594698 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -8594692.000000 Penalty: 5332.669434
	Iteration 31Q: 3 clusters Score -8594692 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -8594684.000000 Penalty: 5332.669434
	Iteration 32Q: 3 clusters Score -8594684 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -8594716.000000 Penalty: 5332.669434
	Iteration 33Q: 3 clusters Score -8594716 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -8594699.000000 Penalty: 5332.669434
	Iteration 34Q: 3 clusters Score -8594699 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -8594689.000000 Penalty: 5332.669434
	Iteration 35Q: 3 clusters Score -8594689 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -8594672.000000 Penalty: 5332.669434
	Iteration 36Q: 3 clusters Score -8594672 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -8594673.000000 Penalty: 5332.669434
	Iteration 37Q: 3 clusters Score -8594673 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -8594653.000000 Penalty: 5332.669434
	Iteration 38Q: 3 clusters Score -8594653 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -8594659.000000 Penalty: 5332.669434
	Iteration 39Q: 3 clusters Score -8594659 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -8594645.000000 Penalty: 5332.669434
	Iteration 40F: 3 clusters Score -8594645 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -8594626.000000 Penalty: 5332.669434
	Iteration 41Q: 3 clusters Score -8594626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -8594629.000000 Penalty: 5332.669434
	Iteration 42Q: 3 clusters Score -8594629 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -8594614.000000 Penalty: 5332.669434
	Iteration 43Q: 3 clusters Score -8594614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -8594624.000000 Penalty: 5332.669434
	Iteration 44Q: 3 clusters Score -8594624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -8594622.000000 Penalty: 5332.669434
	Iteration 45Q: 3 clusters Score -8594622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -8594615.000000 Penalty: 5332.669434
	Iteration 46Q: 3 clusters Score -8594615 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -8594618.000000 Penalty: 5332.669434
	Iteration 47Q: 3 clusters Score -8594618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -8594591.000000 Penalty: 5332.669434
	Iteration 48Q: 3 clusters Score -8594591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -8594582.000000 Penalty: 5332.669434
	Iteration 49Q: 3 clusters Score -8594582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -8594583.000000 Penalty: 5332.669434
	Iteration 50Q: 3 clusters Score -8594583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8594567.000000 Penalty: 5332.669434
	Iteration 51Q: 3 clusters Score -8594567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -8594572.000000 Penalty: 5332.669434
	Iteration 52Q: 3 clusters Score -8594572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -8594568.000000 Penalty: 5332.669434
	Iteration 53Q: 3 clusters Score -8594568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -8594557.000000 Penalty: 5332.669434
	Iteration 54Q: 3 clusters Score -8594557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -8594549.000000 Penalty: 5332.669434
	Iteration 55Q: 3 clusters Score -8594549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8594538.000000 Penalty: 5332.669434
	Iteration 56Q: 3 clusters Score -8594538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -8594535.000000 Penalty: 5332.669434
	Iteration 57Q: 3 clusters Score -8594535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -8594529.000000 Penalty: 5332.669434
	Iteration 58Q: 3 clusters Score -8594529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -8594527.000000 Penalty: 5332.669434
	Iteration 59Q: 3 clusters Score -8594527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -8594523.000000 Penalty: 5332.669434
	Iteration 60F: 3 clusters Score -8594523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -8594517.000000 Penalty: 5332.669434
	Iteration 61Q: 3 clusters Score -8594517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -8594516.000000 Penalty: 5332.669434
	Iteration 62Q: 3 clusters Score -8594516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -8594512.000000 Penalty: 5332.669434
	Iteration 63Q: 3 clusters Score -8594512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -8594506.000000 Penalty: 5332.669434
	Iteration 64Q: 3 clusters Score -8594506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -8594504.000000 Penalty: 5332.669434
	Iteration 65Q: 3 clusters Score -8594504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -8594507.000000 Penalty: 5332.669434
	Iteration 66Q: 3 clusters Score -8594507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -8594509.000000 Penalty: 5332.669434
	Iteration 67Q: 3 clusters Score -8594509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -8594502.000000 Penalty: 5332.669434
	Iteration 68Q: 3 clusters Score -8594502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -8594502.000000 Penalty: 5332.669434
	Iteration 69Q: 3 clusters Score -8594502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -8594502.000000 Penalty: 5332.669434
	Iteration 70F: 3 clusters Score -8594502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Entering Unmasked Estep 
Score: -9556675.000000 Penalty: 2688.905762
	Iteration 0F: 2 clusters Score -9556675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -9527511.000000 Penalty: 5377.811523
	Iteration 0F: 3 clusters Score -9527511 nChanged 23706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -9540648.000000 Penalty: 5377.811523
	Iteration 1F: 3 clusters Score -9540648 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -9541305.000000 Penalty: 5377.811523
	Iteration 2Q: 3 clusters Score -9541305 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -9541962.000000 Penalty: 5377.811523
	Iteration 3Q: 3 clusters Score -9541962 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -9542602.000000 Penalty: 5377.811523
	Iteration 4Q: 3 clusters Score -9542602 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -9543542.000000 Penalty: 5377.811523
	Iteration 5Q: 3 clusters Score -9543542 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -9544714.000000 Penalty: 5377.811523
	Iteration 6Q: 3 clusters Score -9544714 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -9546389.000000 Penalty: 5377.811523
	Iteration 7F: 3 clusters Score -9546389 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -9548509.000000 Penalty: 5377.811523
	Iteration 8F: 3 clusters Score -9548509 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -9550831.000000 Penalty: 5377.811523
	Iteration 9F: 3 clusters Score -9550831 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -9552426.000000 Penalty: 5377.811523
	Iteration 10F: 3 clusters Score -9552426 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -9553129.000000 Penalty: 5377.811523
	Iteration 11Q: 3 clusters Score -9553129 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -9553405.000000 Penalty: 5377.811523
	Iteration 12Q: 3 clusters Score -9553405 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -9553602.000000 Penalty: 5377.811523
	Iteration 13Q: 3 clusters Score -9553602 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -9553761.000000 Penalty: 5377.811523
	Iteration 14Q: 3 clusters Score -9553761 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -9553905.000000 Penalty: 5377.811523
	Iteration 15Q: 3 clusters Score -9553905 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -9554047.000000 Penalty: 5377.811523
	Iteration 16Q: 3 clusters Score -9554047 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -9554185.000000 Penalty: 5377.811523
	Iteration 17Q: 3 clusters Score -9554185 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -9554307.000000 Penalty: 5377.811523
	Iteration 18Q: 3 clusters Score -9554307 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -9554486.000000 Penalty: 5377.811523
	Iteration 19Q: 3 clusters Score -9554486 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -9554606.000000 Penalty: 5377.811523
	Iteration 20F: 3 clusters Score -9554606 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -9554741.000000 Penalty: 5377.811523
	Iteration 21Q: 3 clusters Score -9554741 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -9554879.000000 Penalty: 5377.811523
	Iteration 22Q: 3 clusters Score -9554879 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -9555055.000000 Penalty: 5377.811523
	Iteration 23Q: 3 clusters Score -9555055 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -9555223.000000 Penalty: 5377.811523
	Iteration 24Q: 3 clusters Score -9555223 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -9555367.000000 Penalty: 5377.811523
	Iteration 25Q: 3 clusters Score -9555367 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -9555481.000000 Penalty: 5377.811523
	Iteration 26Q: 3 clusters Score -9555481 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -9555577.000000 Penalty: 5377.811523
	Iteration 27Q: 3 clusters Score -9555577 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -9555696.000000 Penalty: 5377.811523
	Iteration 28Q: 3 clusters Score -9555696 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -9555751.000000 Penalty: 5377.811523
	Iteration 29Q: 3 clusters Score -9555751 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -9555808.000000 Penalty: 5377.811523
	Iteration 30Q: 3 clusters Score -9555808 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -9555890.000000 Penalty: 5377.811523
	Iteration 31Q: 3 clusters Score -9555890 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -9555933.000000 Penalty: 5377.811523
	Iteration 32Q: 3 clusters Score -9555933 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -9555970.000000 Penalty: 5377.811523
	Iteration 33Q: 3 clusters Score -9555970 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -9556013.000000 Penalty: 5377.811523
	Iteration 34Q: 3 clusters Score -9556013 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -9556011.000000 Penalty: 5377.811523
	Iteration 35Q: 3 clusters Score -9556011 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -9556091.000000 Penalty: 5377.811523
	Iteration 36Q: 3 clusters Score -9556091 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -9556107.000000 Penalty: 5377.811523
	Iteration 37Q: 3 clusters Score -9556107 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -9556144.000000 Penalty: 5377.811523
	Iteration 38Q: 3 clusters Score -9556144 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -9556166.000000 Penalty: 5377.811523
	Iteration 39Q: 3 clusters Score -9556166 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -9556175.000000 Penalty: 5377.811523
	Iteration 40F: 3 clusters Score -9556175 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -9556194.000000 Penalty: 5377.811523
	Iteration 41Q: 3 clusters Score -9556194 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -9556197.000000 Penalty: 5377.811523
	Iteration 42Q: 3 clusters Score -9556197 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -9556224.000000 Penalty: 5377.811523
	Iteration 43Q: 3 clusters Score -9556224 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -9556216.000000 Penalty: 5377.811523
	Iteration 44Q: 3 clusters Score -9556216 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -9556241.000000 Penalty: 5377.811523
	Iteration 45Q: 3 clusters Score -9556241 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -9556244.000000 Penalty: 5377.811523
	Iteration 46Q: 3 clusters Score -9556244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -9556266.000000 Penalty: 5377.811523
	Iteration 47Q: 3 clusters Score -9556266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -9556278.000000 Penalty: 5377.811523
	Iteration 48Q: 3 clusters Score -9556278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -9556279.000000 Penalty: 5377.811523
	Iteration 49Q: 3 clusters Score -9556279 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -9556262.000000 Penalty: 5377.811523
	Iteration 50Q: 3 clusters Score -9556262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -9556267.000000 Penalty: 5377.811523
	Iteration 51Q: 3 clusters Score -9556267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -9556285.000000 Penalty: 5377.811523
	Iteration 52Q: 3 clusters Score -9556285 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -9556292.000000 Penalty: 5377.811523
	Iteration 53Q: 3 clusters Score -9556292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -9556289.000000 Penalty: 5377.811523
	Iteration 54Q: 3 clusters Score -9556289 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -9556298.000000 Penalty: 5377.811523
	Iteration 55Q: 3 clusters Score -9556298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -9556325.000000 Penalty: 5377.811523
	Iteration 56Q: 3 clusters Score -9556325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -9556326.000000 Penalty: 5377.811523
	Iteration 57Q: 3 clusters Score -9556326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -9556324.000000 Penalty: 5377.811523
	Iteration 58Q: 3 clusters Score -9556324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -9556319.000000 Penalty: 5377.811523
	Iteration 59Q: 3 clusters Score -9556319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -9556328.000000 Penalty: 5377.811523
	Iteration 60F: 3 clusters Score -9556328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -9556321.000000 Penalty: 5377.811523
	Iteration 61Q: 3 clusters Score -9556321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -9556316.000000 Penalty: 5377.811523
	Iteration 62Q: 3 clusters Score -9556316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -9556321.000000 Penalty: 5377.811523
	Iteration 63Q: 3 clusters Score -9556321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -9556319.000000 Penalty: 5377.811523
	Iteration 64Q: 3 clusters Score -9556319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -9556324.000000 Penalty: 5377.811523
	Iteration 65Q: 3 clusters Score -9556324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -9556328.000000 Penalty: 5377.811523
	Iteration 66Q: 3 clusters Score -9556328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -9556327.000000 Penalty: 5377.811523
	Iteration 67Q: 3 clusters Score -9556327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -9556333.000000 Penalty: 5377.811523
	Iteration 68Q: 3 clusters Score -9556333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -9556334.000000 Penalty: 5377.811523
	Iteration 69Q: 3 clusters Score -9556334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -9556339.000000 Penalty: 5377.811523
	Iteration 70Q: 3 clusters Score -9556339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -9556333.000000 Penalty: 5377.811523
	Iteration 71Q: 3 clusters Score -9556333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -9556348.000000 Penalty: 5377.811523
	Iteration 72Q: 3 clusters Score -9556348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -9556344.000000 Penalty: 5377.811523
	Iteration 73Q: 3 clusters Score -9556344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -9556342.000000 Penalty: 5377.811523
	Iteration 74Q: 3 clusters Score -9556342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -9556339.000000 Penalty: 5377.811523
	Iteration 75Q: 3 clusters Score -9556339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -9556348.000000 Penalty: 5377.811523
	Iteration 76Q: 3 clusters Score -9556348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -9556344.000000 Penalty: 5377.811523
	Iteration 77Q: 3 clusters Score -9556344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -9556340.000000 Penalty: 5377.811523
	Iteration 78Q: 3 clusters Score -9556340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -9556339.000000 Penalty: 5377.811523
	Iteration 79Q: 3 clusters Score -9556339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -9556332.000000 Penalty: 5377.811523
	Iteration 80F: 3 clusters Score -9556332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -9556338.000000 Penalty: 5377.811523
	Iteration 81Q: 3 clusters Score -9556338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -9556342.000000 Penalty: 5377.811523
	Iteration 82Q: 3 clusters Score -9556342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -9556344.000000 Penalty: 5377.811523
	Iteration 83Q: 3 clusters Score -9556344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -9556348.000000 Penalty: 5377.811523
	Iteration 84Q: 3 clusters Score -9556348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -9556344.000000 Penalty: 5377.811523
	Iteration 85Q: 3 clusters Score -9556344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -9556340.000000 Penalty: 5377.811523
	Iteration 86Q: 3 clusters Score -9556340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -9556340.000000 Penalty: 5377.811523
	Iteration 87Q: 3 clusters Score -9556340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -9556342.000000 Penalty: 5377.811523
	Iteration 88Q: 3 clusters Score -9556342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -9556338.000000 Penalty: 5377.811523
	Iteration 89Q: 3 clusters Score -9556338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -9556343.000000 Penalty: 5377.811523
	Iteration 90Q: 3 clusters Score -9556343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -9556346.000000 Penalty: 5377.811523
	Iteration 91Q: 3 clusters Score -9556346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -9556345.000000 Penalty: 5377.811523
	Iteration 92Q: 3 clusters Score -9556345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -9556349.000000 Penalty: 5377.811523
	Iteration 93Q: 3 clusters Score -9556349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -9556355.000000 Penalty: 5377.811523
	Iteration 94Q: 3 clusters Score -9556355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -9556349.000000 Penalty: 5377.811523
	Iteration 95Q: 3 clusters Score -9556349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -9556341.000000 Penalty: 5377.811523
	Iteration 96Q: 3 clusters Score -9556341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -9556341.000000 Penalty: 5377.811523
	Iteration 97Q: 3 clusters Score -9556341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -9556347.000000 Penalty: 5377.811523
	Iteration 98Q: 3 clusters Score -9556347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -9556348.000000 Penalty: 5377.811523
	Iteration 99Q: 3 clusters Score -9556348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -9556348.000000 Penalty: 5377.811523
	Iteration 100F: 3 clusters Score -9556348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Entering Unmasked Estep 
Score: -8465690.000000 Penalty: 2661.583740
	Iteration 0F: 2 clusters Score -8465690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -8436134.000000 Penalty: 5323.167480
	Iteration 0F: 3 clusters Score -8436134 nChanged 21123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -8447791.000000 Penalty: 5323.167480
	Iteration 1F: 3 clusters Score -8447791 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -8448391.000000 Penalty: 5323.167480
	Iteration 2Q: 3 clusters Score -8448391 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -8449059.000000 Penalty: 5323.167480
	Iteration 3Q: 3 clusters Score -8449059 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -8450129.000000 Penalty: 5323.167480
	Iteration 4Q: 3 clusters Score -8450129 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -8451619.000000 Penalty: 5323.167480
	Iteration 5F: 3 clusters Score -8451619 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -8453836.000000 Penalty: 5323.167480
	Iteration 6F: 3 clusters Score -8453836 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -8456736.000000 Penalty: 5323.167480
	Iteration 7F: 3 clusters Score -8456736 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -8459623.000000 Penalty: 5323.167480
	Iteration 8F: 3 clusters Score -8459623 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -8461487.000000 Penalty: 5323.167480
	Iteration 9F: 3 clusters Score -8461487 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -8462215.000000 Penalty: 5323.167480
	Iteration 10Q: 3 clusters Score -8462215 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -8462497.000000 Penalty: 5323.167480
	Iteration 11Q: 3 clusters Score -8462497 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -8462676.000000 Penalty: 5323.167480
	Iteration 12Q: 3 clusters Score -8462676 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -8462805.000000 Penalty: 5323.167480
	Iteration 13Q: 3 clusters Score -8462805 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -8462912.000000 Penalty: 5323.167480
	Iteration 14Q: 3 clusters Score -8462912 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -8462987.000000 Penalty: 5323.167480
	Iteration 15Q: 3 clusters Score -8462987 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -8463075.000000 Penalty: 5323.167480
	Iteration 16Q: 3 clusters Score -8463075 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -8463156.000000 Penalty: 5323.167480
	Iteration 17Q: 3 clusters Score -8463156 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -8463234.000000 Penalty: 5323.167480
	Iteration 18Q: 3 clusters Score -8463234 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -8463310.000000 Penalty: 5323.167480
	Iteration 19Q: 3 clusters Score -8463310 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -8463369.000000 Penalty: 5323.167480
	Iteration 20F: 3 clusters Score -8463369 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -8463429.000000 Penalty: 5323.167480
	Iteration 21Q: 3 clusters Score -8463429 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -8463448.000000 Penalty: 5323.167480
	Iteration 22Q: 3 clusters Score -8463448 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -8463519.000000 Penalty: 5323.167480
	Iteration 23Q: 3 clusters Score -8463519 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -8463561.000000 Penalty: 5323.167480
	Iteration 24Q: 3 clusters Score -8463561 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -8463585.000000 Penalty: 5323.167480
	Iteration 25Q: 3 clusters Score -8463585 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -8463590.000000 Penalty: 5323.167480
	Iteration 26Q: 3 clusters Score -8463590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -8463609.000000 Penalty: 5323.167480
	Iteration 27Q: 3 clusters Score -8463609 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -8463663.000000 Penalty: 5323.167480
	Iteration 28Q: 3 clusters Score -8463663 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -8463716.000000 Penalty: 5323.167480
	Iteration 29Q: 3 clusters Score -8463716 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -8463755.000000 Penalty: 5323.167480
	Iteration 30Q: 3 clusters Score -8463755 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -8463771.000000 Penalty: 5323.167480
	Iteration 31Q: 3 clusters Score -8463771 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -8463794.000000 Penalty: 5323.167480
	Iteration 32Q: 3 clusters Score -8463794 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -8463810.000000 Penalty: 5323.167480
	Iteration 33Q: 3 clusters Score -8463810 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -8463840.000000 Penalty: 5323.167480
	Iteration 34Q: 3 clusters Score -8463840 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -8463860.000000 Penalty: 5323.167480
	Iteration 35Q: 3 clusters Score -8463860 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -8463890.000000 Penalty: 5323.167480
	Iteration 36Q: 3 clusters Score -8463890 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -8463918.000000 Penalty: 5323.167480
	Iteration 37Q: 3 clusters Score -8463918 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -8463958.000000 Penalty: 5323.167480
	Iteration 38Q: 3 clusters Score -8463958 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -8463986.000000 Penalty: 5323.167480
	Iteration 39Q: 3 clusters Score -8463986 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -8463994.000000 Penalty: 5323.167480
	Iteration 40F: 3 clusters Score -8463994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -8464014.000000 Penalty: 5323.167480
	Iteration 41Q: 3 clusters Score -8464014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -8464031.000000 Penalty: 5323.167480
	Iteration 42Q: 3 clusters Score -8464031 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -8464061.000000 Penalty: 5323.167480
	Iteration 43Q: 3 clusters Score -8464061 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -8464083.000000 Penalty: 5323.167480
	Iteration 44Q: 3 clusters Score -8464083 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -8464090.000000 Penalty: 5323.167480
	Iteration 45Q: 3 clusters Score -8464090 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -8464106.000000 Penalty: 5323.167480
	Iteration 46Q: 3 clusters Score -8464106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -8464142.000000 Penalty: 5323.167480
	Iteration 47Q: 3 clusters Score -8464142 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -8464168.000000 Penalty: 5323.167480
	Iteration 48Q: 3 clusters Score -8464168 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -8464192.000000 Penalty: 5323.167480
	Iteration 49Q: 3 clusters Score -8464192 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -8464213.000000 Penalty: 5323.167480
	Iteration 50Q: 3 clusters Score -8464213 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -8464226.000000 Penalty: 5323.167480
	Iteration 51Q: 3 clusters Score -8464226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -8464246.000000 Penalty: 5323.167480
	Iteration 52Q: 3 clusters Score -8464246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -8464261.000000 Penalty: 5323.167480
	Iteration 53Q: 3 clusters Score -8464261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -8464270.000000 Penalty: 5323.167480
	Iteration 54Q: 3 clusters Score -8464270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -8464276.000000 Penalty: 5323.167480
	Iteration 55Q: 3 clusters Score -8464276 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8464328 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8464338 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8464343 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8464370 nChanged 41
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Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8464365 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8464381 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8464392 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8464414 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8464438 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8464455 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8464464 nChanged 52
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Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8464476 nChanged 46
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Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8464493 nChanged 44
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Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8464523 nChanged 47
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Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8464537 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8464544 nChanged 67
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Mstep: Class 1 contains 41683 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8464562 nChanged 85
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Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8464587 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8464618 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8464661 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8464656 nChanged 66
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Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8464672 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42147 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8464713 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8464716 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8464722 nChanged 78
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Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8464709 nChanged 67
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Mstep: Class 1 contains 42453 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8464730 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8464728 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42545 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8464732 nChanged 52
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Mstep: Class 1 contains 42597 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8464735 nChanged 47
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Mstep: Class 1 contains 42644 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8464735 nChanged 52
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Mstep: Class 1 contains 42696 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8464739 nChanged 57
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Mstep: Class 1 contains 42753 members 
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	Iteration 89Q: 3 clusters Score -8464754 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42792 members 
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	Iteration 90Q: 3 clusters Score -8464757 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42834 members 
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	Iteration 91Q: 3 clusters Score -8464750 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42876 members 
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	Iteration 92Q: 3 clusters Score -8464747 nChanged 40
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	Iteration 93Q: 3 clusters Score -8464750 nChanged 43
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Mstep: Class 1 contains 42959 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8464748 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43000 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8464764 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43038 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8464756 nChanged 43
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Mstep: Class 1 contains 43081 members 
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	Iteration 97Q: 3 clusters Score -8464754 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43122 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8464751 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43169 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8464768 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43211 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8464773 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43247 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8464780 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43277 members 
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	Iteration 102Q: 3 clusters Score -8464777 nChanged 40
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Mstep: Class 1 contains 43317 members 
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	Iteration 103Q: 3 clusters Score -8464773 nChanged 43
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Mstep: Class 1 contains 43360 members 
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	Iteration 104Q: 3 clusters Score -8464750 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43400 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8464735 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43443 members 
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	Iteration 106Q: 3 clusters Score -8464754 nChanged 45
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Mstep: Class 1 contains 43488 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8464770 nChanged 35
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Mstep: Class 1 contains 43523 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8464775 nChanged 35
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Mstep: Class 1 contains 43558 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8464783 nChanged 31
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	Iteration 110Q: 3 clusters Score -8464782 nChanged 31
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	Iteration 111Q: 3 clusters Score -8464764 nChanged 39
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	Iteration 112Q: 3 clusters Score -8464746 nChanged 26
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8464734 nChanged 29
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8464724 nChanged 27
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	Iteration 115Q: 3 clusters Score -8464718 nChanged 23
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8464717 nChanged 21
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Mstep: Class 1 contains 43785 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8464702 nChanged 24
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Mstep: Class 1 contains 43809 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8464695 nChanged 24
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Mstep: Class 1 contains 43833 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8464705 nChanged 17
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8464699 nChanged 22
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	Iteration 121Q: 3 clusters Score -8464693 nChanged 22
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	Iteration 122Q: 3 clusters Score -8464693 nChanged 19
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Mstep: Class 2 contains 1894 members 
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	Iteration 123Q: 3 clusters Score -8464673 nChanged 18
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	Iteration 124Q: 3 clusters Score -8464672 nChanged 20
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	Iteration 125Q: 3 clusters Score -8464686 nChanged 14
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	Iteration 126Q: 3 clusters Score -8464681 nChanged 12
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	Iteration 127Q: 3 clusters Score -8464684 nChanged 15
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	Iteration 128Q: 3 clusters Score -8464681 nChanged 22
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	Iteration 129Q: 3 clusters Score -8464676 nChanged 22
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	Iteration 131Q: 3 clusters Score -8464664 nChanged 11
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	Iteration 132Q: 3 clusters Score -8464663 nChanged 10
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	Iteration 133Q: 3 clusters Score -8464661 nChanged 21
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	Iteration 135Q: 3 clusters Score -8464643 nChanged 32
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	Iteration 136Q: 3 clusters Score -8464631 nChanged 19
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	Iteration 137Q: 3 clusters Score -8464642 nChanged 16
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	Iteration 138Q: 3 clusters Score -8464626 nChanged 18
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	Iteration 139Q: 3 clusters Score -8464622 nChanged 10
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	Iteration 140F: 3 clusters Score -8464618 nChanged 9
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	Iteration 141Q: 3 clusters Score -8464609 nChanged 11
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	Iteration 142Q: 3 clusters Score -8464606 nChanged 6
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	Iteration 143Q: 3 clusters Score -8464605 nChanged 4
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	Iteration 145Q: 3 clusters Score -8464600 nChanged 6
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	Iteration 146Q: 3 clusters Score -8464594 nChanged 6
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	Iteration 148Q: 3 clusters Score -8464597 nChanged 4
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Entering Unmasked Estep 
Score: -8464602.000000 Penalty: 5323.167480
	Iteration 149Q: 3 clusters Score -8464602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8464596.000000 Penalty: 5323.167480
	Iteration 150Q: 3 clusters Score -8464596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8464595.000000 Penalty: 5323.167480
	Iteration 151Q: 3 clusters Score -8464595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8464600.000000 Penalty: 5323.167480
	Iteration 152Q: 3 clusters Score -8464600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8464600.000000 Penalty: 5323.167480
	Iteration 153Q: 3 clusters Score -8464600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8464598.000000 Penalty: 5323.167480
	Iteration 154Q: 3 clusters Score -8464598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8464592.000000 Penalty: 5323.167480
	Iteration 155Q: 3 clusters Score -8464592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8464604.000000 Penalty: 5323.167480
	Iteration 156Q: 3 clusters Score -8464604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8464601.000000 Penalty: 5323.167480
	Iteration 157Q: 3 clusters Score -8464601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8464601.000000 Penalty: 5323.167480
	Iteration 158Q: 3 clusters Score -8464601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8464599.000000 Penalty: 5323.167480
	Iteration 159Q: 3 clusters Score -8464599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8464599.000000 Penalty: 5323.167480
	Iteration 160F: 3 clusters Score -8464599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Entering Unmasked Estep 
Score: -8270358.000000 Penalty: 2656.458252
	Iteration 0F: 2 clusters Score -8270358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -8240674.500000 Penalty: 5312.916504
	Iteration 0F: 3 clusters Score -8240674 nChanged 20689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -8252291.000000 Penalty: 5312.916504
	Iteration 1F: 3 clusters Score -8252291 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -8252855.000000 Penalty: 5312.916504
	Iteration 2Q: 3 clusters Score -8252855 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -8253513.500000 Penalty: 5312.916504
	Iteration 3Q: 3 clusters Score -8253514 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -8254287.500000 Penalty: 5312.916504
	Iteration 4Q: 3 clusters Score -8254288 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -8255052.500000 Penalty: 5312.916504
	Iteration 5Q: 3 clusters Score -8255052 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -8255934.000000 Penalty: 5312.916504
	Iteration 6Q: 3 clusters Score -8255934 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -8256926.000000 Penalty: 5312.916504
	Iteration 7Q: 3 clusters Score -8256926 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -8258019.500000 Penalty: 5312.916504
	Iteration 8Q: 3 clusters Score -8258020 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -8259350.500000 Penalty: 5312.916504
	Iteration 9Q: 3 clusters Score -8259350 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -8260658.000000 Penalty: 5312.916504
	Iteration 10Q: 3 clusters Score -8260658 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -8261723.500000 Penalty: 5312.916504
	Iteration 11Q: 3 clusters Score -8261724 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -8262603.000000 Penalty: 5312.916504
	Iteration 12Q: 3 clusters Score -8262603 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -8263045.500000 Penalty: 5312.916504
	Iteration 13Q: 3 clusters Score -8263046 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -8263344.500000 Penalty: 5312.916504
	Iteration 14Q: 3 clusters Score -8263344 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -8263520.500000 Penalty: 5312.916504
	Iteration 15Q: 3 clusters Score -8263520 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -8263645.000000 Penalty: 5312.916504
	Iteration 16Q: 3 clusters Score -8263645 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -8263729.000000 Penalty: 5312.916504
	Iteration 17Q: 3 clusters Score -8263729 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -8263792.000000 Penalty: 5312.916504
	Iteration 18Q: 3 clusters Score -8263792 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -8263848.500000 Penalty: 5312.916504
	Iteration 19Q: 3 clusters Score -8263848 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -8263930.500000 Penalty: 5312.916504
	Iteration 20F: 3 clusters Score -8263930 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -8263959.000000 Penalty: 5312.916504
	Iteration 21Q: 3 clusters Score -8263959 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -8264002.500000 Penalty: 5312.916504
	Iteration 22Q: 3 clusters Score -8264002 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -8264032.500000 Penalty: 5312.916504
	Iteration 23Q: 3 clusters Score -8264032 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -8264087.000000 Penalty: 5312.916504
	Iteration 24Q: 3 clusters Score -8264087 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -8264138.500000 Penalty: 5312.916504
	Iteration 25Q: 3 clusters Score -8264138 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -8264238.500000 Penalty: 5312.916504
	Iteration 26Q: 3 clusters Score -8264238 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -8264337.500000 Penalty: 5312.916504
	Iteration 27Q: 3 clusters Score -8264338 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -8264434.500000 Penalty: 5312.916504
	Iteration 28Q: 3 clusters Score -8264434 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -8264578.000000 Penalty: 5312.916504
	Iteration 29Q: 3 clusters Score -8264578 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -8264700.000000 Penalty: 5312.916504
	Iteration 30Q: 3 clusters Score -8264700 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -8264864.000000 Penalty: 5312.916504
	Iteration 31Q: 3 clusters Score -8264864 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -8265016.000000 Penalty: 5312.916504
	Iteration 32Q: 3 clusters Score -8265016 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -8265211.000000 Penalty: 5312.916504
	Iteration 33Q: 3 clusters Score -8265211 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -8265443.500000 Penalty: 5312.916504
	Iteration 34Q: 3 clusters Score -8265444 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -8265687.500000 Penalty: 5312.916504
	Iteration 35Q: 3 clusters Score -8265688 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -8265963.000000 Penalty: 5312.916504
	Iteration 36Q: 3 clusters Score -8265963 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -8266198.500000 Penalty: 5312.916504
	Iteration 37Q: 3 clusters Score -8266198 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -8266432.000000 Penalty: 5312.916504
	Iteration 38Q: 3 clusters Score -8266432 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -8266671.500000 Penalty: 5312.916504
	Iteration 39Q: 3 clusters Score -8266672 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -8266915.000000 Penalty: 5312.916504
	Iteration 40F: 3 clusters Score -8266915 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -8267165.500000 Penalty: 5312.916504
	Iteration 41Q: 3 clusters Score -8267166 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -8267365.500000 Penalty: 5312.916504
	Iteration 42Q: 3 clusters Score -8267366 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -8267547.500000 Penalty: 5312.916504
	Iteration 43Q: 3 clusters Score -8267548 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -8267732.000000 Penalty: 5312.916504
	Iteration 44Q: 3 clusters Score -8267732 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -8267816.500000 Penalty: 5312.916504
	Iteration 45Q: 3 clusters Score -8267816 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8267889.000000 Penalty: 5312.916504
	Iteration 46Q: 3 clusters Score -8267889 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -8267978.500000 Penalty: 5312.916504
	Iteration 47Q: 3 clusters Score -8267978 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8268028.500000 Penalty: 5312.916504
	Iteration 48Q: 3 clusters Score -8268028 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -8268064.000000 Penalty: 5312.916504
	Iteration 49Q: 3 clusters Score -8268064 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -8268069.500000 Penalty: 5312.916504
	Iteration 50Q: 3 clusters Score -8268070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -8268086.000000 Penalty: 5312.916504
	Iteration 51Q: 3 clusters Score -8268086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -8268101.000000 Penalty: 5312.916504
	Iteration 52Q: 3 clusters Score -8268101 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -8268126.500000 Penalty: 5312.916504
	Iteration 53Q: 3 clusters Score -8268126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -8268162.000000 Penalty: 5312.916504
	Iteration 54Q: 3 clusters Score -8268162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -8268159.000000 Penalty: 5312.916504
	Iteration 55Q: 3 clusters Score -8268159 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -8268179.500000 Penalty: 5312.916504
	Iteration 56Q: 3 clusters Score -8268180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8268207.000000 Penalty: 5312.916504
	Iteration 57Q: 3 clusters Score -8268207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -8268203.500000 Penalty: 5312.916504
	Iteration 58Q: 3 clusters Score -8268204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -8268212.500000 Penalty: 5312.916504
	Iteration 59Q: 3 clusters Score -8268212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -8268219.500000 Penalty: 5312.916504
	Iteration 60F: 3 clusters Score -8268220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -8268221.500000 Penalty: 5312.916504
	Iteration 61Q: 3 clusters Score -8268222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -8268236.000000 Penalty: 5312.916504
	Iteration 62Q: 3 clusters Score -8268236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -8268244.500000 Penalty: 5312.916504
	Iteration 63Q: 3 clusters Score -8268244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -8268249.500000 Penalty: 5312.916504
	Iteration 64Q: 3 clusters Score -8268250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -8268253.500000 Penalty: 5312.916504
	Iteration 65Q: 3 clusters Score -8268254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -8268260.000000 Penalty: 5312.916504
	Iteration 66Q: 3 clusters Score -8268260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -8268275.000000 Penalty: 5312.916504
	Iteration 67Q: 3 clusters Score -8268275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8268268.000000 Penalty: 5312.916504
	Iteration 68Q: 3 clusters Score -8268268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8268268.500000 Penalty: 5312.916504
	Iteration 69Q: 3 clusters Score -8268268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -8268271.500000 Penalty: 5312.916504
	Iteration 70Q: 3 clusters Score -8268272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -8268268.500000 Penalty: 5312.916504
	Iteration 71Q: 3 clusters Score -8268268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -8268266.500000 Penalty: 5312.916504
	Iteration 72Q: 3 clusters Score -8268266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -8268266.500000 Penalty: 5312.916504
	Iteration 73F: 3 clusters Score -8268266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -85689.867188 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -85689.87 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 249 members 
Entering Unmasked Estep 
Score: -84200.218750 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -84200.22 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84374.578125 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -84374.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -84440.859375 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -84440.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84462.414062 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -84462.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -84475.625000 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -84475.62 nChanged 1
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: -84477.500000 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -84477.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84481.382812 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -84481.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -84482.562500 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -84482.56 nChanged 2
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: -84486.562500 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -84486.56 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: -84489.210938 Penalty: 3068.359619
	Iteration 9Q: 3 clusters Score -84489.21 nChanged 0
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: -84489.210938 Penalty: 3068.359619
	Iteration 10F: 3 clusters Score -84489.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Entering Unmasked Estep 
Score: -8361361.000000 Penalty: 2658.993164
	Iteration 0F: 2 clusters Score -8361361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -8332279.000000 Penalty: 5317.986328
	Iteration 0F: 3 clusters Score -8332279 nChanged 20890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -8343523.500000 Penalty: 5317.986328
	Iteration 1F: 3 clusters Score -8343524 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -8344039.500000 Penalty: 5317.986328
	Iteration 2Q: 3 clusters Score -8344040 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -8344572.500000 Penalty: 5317.986328
	Iteration 3Q: 3 clusters Score -8344572 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -8345383.000000 Penalty: 5317.986328
	Iteration 4Q: 3 clusters Score -8345383 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -8346647.500000 Penalty: 5317.986328
	Iteration 5F: 3 clusters Score -8346648 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -8348698.500000 Penalty: 5317.986328
	Iteration 6F: 3 clusters Score -8348698 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -8351732.500000 Penalty: 5317.986328
	Iteration 7F: 3 clusters Score -8351732 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -8355232.500000 Penalty: 5317.986328
	Iteration 8F: 3 clusters Score -8355232 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -8357792.500000 Penalty: 5317.986328
	Iteration 9F: 3 clusters Score -8357792 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -8358654.500000 Penalty: 5317.986328
	Iteration 10Q: 3 clusters Score -8358654 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -8358850.500000 Penalty: 5317.986328
	Iteration 11Q: 3 clusters Score -8358850 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -8358963.500000 Penalty: 5317.986328
	Iteration 12Q: 3 clusters Score -8358964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -8359014.500000 Penalty: 5317.986328
	Iteration 13Q: 3 clusters Score -8359014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -8359051.500000 Penalty: 5317.986328
	Iteration 14Q: 3 clusters Score -8359052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -8359080.500000 Penalty: 5317.986328
	Iteration 15Q: 3 clusters Score -8359080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -8359086.500000 Penalty: 5317.986328
	Iteration 16Q: 3 clusters Score -8359086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -8359095.500000 Penalty: 5317.986328
	Iteration 17Q: 3 clusters Score -8359096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -8359093.000000 Penalty: 5317.986328
	Iteration 18Q: 3 clusters Score -8359093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -8359092.500000 Penalty: 5317.986328
	Iteration 19Q: 3 clusters Score -8359092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -8359100.500000 Penalty: 5317.986328
	Iteration 20F: 3 clusters Score -8359100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Entering Unmasked Estep 
Score: -8751997.000000 Penalty: 2669.532471
	Iteration 0F: 2 clusters Score -8751997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -8722731.000000 Penalty: 5339.064941
	Iteration 0F: 3 clusters Score -8722731 nChanged 21604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -8734818.000000 Penalty: 5339.064941
	Iteration 1F: 3 clusters Score -8734818 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -8735724.000000 Penalty: 5339.064941
	Iteration 2Q: 3 clusters Score -8735724 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -8737052.000000 Penalty: 5339.064941
	Iteration 3F: 3 clusters Score -8737052 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -8738948.000000 Penalty: 5339.064941
	Iteration 4F: 3 clusters Score -8738948 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -8741536.000000 Penalty: 5339.064941
	Iteration 5F: 3 clusters Score -8741536 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -8744582.000000 Penalty: 5339.064941
	Iteration 6F: 3 clusters Score -8744582 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -8747245.000000 Penalty: 5339.064941
	Iteration 7F: 3 clusters Score -8747245 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -8748683.000000 Penalty: 5339.064941
	Iteration 8Q: 3 clusters Score -8748683 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -8749249.000000 Penalty: 5339.064941
	Iteration 9Q: 3 clusters Score -8749249 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -8749516.000000 Penalty: 5339.064941
	Iteration 10Q: 3 clusters Score -8749516 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -8749736.000000 Penalty: 5339.064941
	Iteration 11Q: 3 clusters Score -8749736 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -8749944.000000 Penalty: 5339.064941
	Iteration 12Q: 3 clusters Score -8749944 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -8750094.000000 Penalty: 5339.064941
	Iteration 13Q: 3 clusters Score -8750094 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -8750173.000000 Penalty: 5339.064941
	Iteration 14Q: 3 clusters Score -8750173 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -8750226.000000 Penalty: 5339.064941
	Iteration 15Q: 3 clusters Score -8750226 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -8750302.000000 Penalty: 5339.064941
	Iteration 16Q: 3 clusters Score -8750302 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -8750346.000000 Penalty: 5339.064941
	Iteration 17Q: 3 clusters Score -8750346 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -8750385.000000 Penalty: 5339.064941
	Iteration 18Q: 3 clusters Score -8750385 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -8750384.000000 Penalty: 5339.064941
	Iteration 19Q: 3 clusters Score -8750384 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -8750377.000000 Penalty: 5339.064941
	Iteration 20F: 3 clusters Score -8750377 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -8750417.000000 Penalty: 5339.064941
	Iteration 21Q: 3 clusters Score -8750417 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -8750428.000000 Penalty: 5339.064941
	Iteration 22Q: 3 clusters Score -8750428 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -8750428.000000 Penalty: 5339.064941
	Iteration 23Q: 3 clusters Score -8750428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -8750405.000000 Penalty: 5339.064941
	Iteration 24Q: 3 clusters Score -8750405 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -8750401.000000 Penalty: 5339.064941
	Iteration 25Q: 3 clusters Score -8750401 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -8750410.000000 Penalty: 5339.064941
	Iteration 26Q: 3 clusters Score -8750410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -8750409.000000 Penalty: 5339.064941
	Iteration 27Q: 3 clusters Score -8750409 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -8750412.000000 Penalty: 5339.064941
	Iteration 28Q: 3 clusters Score -8750412 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -8750410.000000 Penalty: 5339.064941
	Iteration 29Q: 3 clusters Score -8750410 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -8750414.000000 Penalty: 5339.064941
	Iteration 30Q: 3 clusters Score -8750414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -8750414.000000 Penalty: 5339.064941
	Iteration 31Q: 3 clusters Score -8750414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -8750393.000000 Penalty: 5339.064941
	Iteration 32Q: 3 clusters Score -8750393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -8750409.000000 Penalty: 5339.064941
	Iteration 33Q: 3 clusters Score -8750409 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -8750397.000000 Penalty: 5339.064941
	Iteration 34Q: 3 clusters Score -8750397 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -8750411.000000 Penalty: 5339.064941
	Iteration 35Q: 3 clusters Score -8750411 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -8750391.000000 Penalty: 5339.064941
	Iteration 36Q: 3 clusters Score -8750391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -8750402.000000 Penalty: 5339.064941
	Iteration 37Q: 3 clusters Score -8750402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -8750392.000000 Penalty: 5339.064941
	Iteration 38Q: 3 clusters Score -8750392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -8750393.000000 Penalty: 5339.064941
	Iteration 39Q: 3 clusters Score -8750393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -8750396.000000 Penalty: 5339.064941
	Iteration 40F: 3 clusters Score -8750396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -8750371.000000 Penalty: 5339.064941
	Iteration 41Q: 3 clusters Score -8750371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -8750377.000000 Penalty: 5339.064941
	Iteration 42Q: 3 clusters Score -8750377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -8750365.000000 Penalty: 5339.064941
	Iteration 43Q: 3 clusters Score -8750365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -8750368.000000 Penalty: 5339.064941
	Iteration 44Q: 3 clusters Score -8750368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -8750366.000000 Penalty: 5339.064941
	Iteration 45Q: 3 clusters Score -8750366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -8750352.000000 Penalty: 5339.064941
	Iteration 46Q: 3 clusters Score -8750352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -8750346.000000 Penalty: 5339.064941
	Iteration 47Q: 3 clusters Score -8750346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -8750339.000000 Penalty: 5339.064941
	Iteration 48Q: 3 clusters Score -8750339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -8750342.000000 Penalty: 5339.064941
	Iteration 49Q: 3 clusters Score -8750342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -8750349.000000 Penalty: 5339.064941
	Iteration 50Q: 3 clusters Score -8750349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -8750343.000000 Penalty: 5339.064941
	Iteration 51Q: 3 clusters Score -8750343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -8750348.000000 Penalty: 5339.064941
	Iteration 52Q: 3 clusters Score -8750348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -8750347.000000 Penalty: 5339.064941
	Iteration 53Q: 3 clusters Score -8750347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -8750348.000000 Penalty: 5339.064941
	Iteration 54Q: 3 clusters Score -8750348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -8750344.000000 Penalty: 5339.064941
	Iteration 55Q: 3 clusters Score -8750344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -8750348.000000 Penalty: 5339.064941
	Iteration 56Q: 3 clusters Score -8750348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -8750354.000000 Penalty: 5339.064941
	Iteration 57Q: 3 clusters Score -8750354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -8750344.000000 Penalty: 5339.064941
	Iteration 58Q: 3 clusters Score -8750344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -8750347.000000 Penalty: 5339.064941
	Iteration 59Q: 3 clusters Score -8750347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -8750352.000000 Penalty: 5339.064941
	Iteration 60F: 3 clusters Score -8750352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -8750347.000000 Penalty: 5339.064941
	Iteration 61Q: 3 clusters Score -8750347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -8750353.000000 Penalty: 5339.064941
	Iteration 62Q: 3 clusters Score -8750353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -8750344.000000 Penalty: 5339.064941
	Iteration 63Q: 3 clusters Score -8750344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -8750354.000000 Penalty: 5339.064941
	Iteration 64Q: 3 clusters Score -8750354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -8750357.000000 Penalty: 5339.064941
	Iteration 65Q: 3 clusters Score -8750357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -8750361.000000 Penalty: 5339.064941
	Iteration 66Q: 3 clusters Score -8750361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -8750360.000000 Penalty: 5339.064941
	Iteration 67Q: 3 clusters Score -8750360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -8750364.000000 Penalty: 5339.064941
	Iteration 68Q: 3 clusters Score -8750364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -8750372.000000 Penalty: 5339.064941
	Iteration 69Q: 3 clusters Score -8750372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -8750355.000000 Penalty: 5339.064941
	Iteration 70Q: 3 clusters Score -8750355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -8750362.000000 Penalty: 5339.064941
	Iteration 71Q: 3 clusters Score -8750362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -8750373.000000 Penalty: 5339.064941
	Iteration 72Q: 3 clusters Score -8750373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -8750379.000000 Penalty: 5339.064941
	Iteration 73Q: 3 clusters Score -8750379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -8750380.000000 Penalty: 5339.064941
	Iteration 74Q: 3 clusters Score -8750380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -8750385.000000 Penalty: 5339.064941
	Iteration 75Q: 3 clusters Score -8750385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -8750378.000000 Penalty: 5339.064941
	Iteration 76Q: 3 clusters Score -8750378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -8750377.000000 Penalty: 5339.064941
	Iteration 77Q: 3 clusters Score -8750377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -8750384.000000 Penalty: 5339.064941
	Iteration 78Q: 3 clusters Score -8750384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -8750369.000000 Penalty: 5339.064941
	Iteration 79Q: 3 clusters Score -8750369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -8750385.000000 Penalty: 5339.064941
	Iteration 80F: 3 clusters Score -8750385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -8750382.000000 Penalty: 5339.064941
	Iteration 81Q: 3 clusters Score -8750382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -8750379.000000 Penalty: 5339.064941
	Iteration 82Q: 3 clusters Score -8750379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -8750377.000000 Penalty: 5339.064941
	Iteration 83Q: 3 clusters Score -8750377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -8750374.000000 Penalty: 5339.064941
	Iteration 84Q: 3 clusters Score -8750374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -8750375.000000 Penalty: 5339.064941
	Iteration 85Q: 3 clusters Score -8750375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -8750375.000000 Penalty: 5339.064941
	Iteration 86F: 3 clusters Score -8750375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -73855.851562 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -73855.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72394.562500 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -72394.56 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72560.828125 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -72560.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72618.226562 Penalty: 3017.911621
	Iteration 2Q: 3 clusters Score -72618.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72660.812500 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -72660.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72708.578125 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -72708.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -72718.023438 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -72718.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72729.507812 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -72729.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72737.273438 Penalty: 3017.911621
	Iteration 7Q: 3 clusters Score -72737.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -72738.945312 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -72738.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -72738.945312 Penalty: 3017.911621
	Iteration 9F: 3 clusters Score -72738.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Entering Unmasked Estep 
Score: -10282114.000000 Penalty: 2707.540771
	Iteration 0F: 2 clusters Score -1.028211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -10253333.000000 Penalty: 5415.081543
	Iteration 0F: 3 clusters Score -1.025333e+07 nChanged 25528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -10267620.000000 Penalty: 5415.081543
	Iteration 1F: 3 clusters Score -1.026762e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -10268259.000000 Penalty: 5415.081543
	Iteration 2Q: 3 clusters Score -1.026826e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -10269303.000000 Penalty: 5415.081543
	Iteration 3Q: 3 clusters Score -1.02693e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -10270897.000000 Penalty: 5415.081543
	Iteration 4F: 3 clusters Score -1.02709e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -10273321.000000 Penalty: 5415.081543
	Iteration 5F: 3 clusters Score -1.027332e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -10276502.000000 Penalty: 5415.081543
	Iteration 6F: 3 clusters Score -1.02765e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -10278602.000000 Penalty: 5415.081543
	Iteration 7F: 3 clusters Score -1.02786e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -10279248.000000 Penalty: 5415.081543
	Iteration 8F: 3 clusters Score -1.027925e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -10279500.000000 Penalty: 5415.081543
	Iteration 9Q: 3 clusters Score -1.02795e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -10279677.000000 Penalty: 5415.081543
	Iteration 10Q: 3 clusters Score -1.027968e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -10279716.000000 Penalty: 5415.081543
	Iteration 11Q: 3 clusters Score -1.027972e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -10279773.000000 Penalty: 5415.081543
	Iteration 12Q: 3 clusters Score -1.027977e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -10279794.000000 Penalty: 5415.081543
	Iteration 13Q: 3 clusters Score -1.027979e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -10279820.000000 Penalty: 5415.081543
	Iteration 14Q: 3 clusters Score -1.027982e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -10279841.000000 Penalty: 5415.081543
	Iteration 15Q: 3 clusters Score -1.027984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -10279853.000000 Penalty: 5415.081543
	Iteration 16Q: 3 clusters Score -1.027985e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -10279866.000000 Penalty: 5415.081543
	Iteration 17Q: 3 clusters Score -1.027987e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -10279875.000000 Penalty: 5415.081543
	Iteration 18Q: 3 clusters Score -1.027988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -10279877.000000 Penalty: 5415.081543
	Iteration 19Q: 3 clusters Score -1.027988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -10279877.000000 Penalty: 5415.081543
	Iteration 20F: 3 clusters Score -1.027988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -10279877.000000 Penalty: 5415.081543
	Iteration 21Q: 3 clusters Score -1.027988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -10279880.000000 Penalty: 5415.081543
	Iteration 22Q: 3 clusters Score -1.027988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -10279880.000000 Penalty: 5415.081543
	Iteration 23Q: 3 clusters Score -1.027988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -10279885.000000 Penalty: 5415.081543
	Iteration 24Q: 3 clusters Score -1.027988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -10279905.000000 Penalty: 5415.081543
	Iteration 25Q: 3 clusters Score -1.02799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -10279909.000000 Penalty: 5415.081543
	Iteration 26Q: 3 clusters Score -1.027991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -10279915.000000 Penalty: 5415.081543
	Iteration 27Q: 3 clusters Score -1.027992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -10279915.000000 Penalty: 5415.081543
	Iteration 28Q: 3 clusters Score -1.027992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -10279920.000000 Penalty: 5415.081543
	Iteration 29Q: 3 clusters Score -1.027992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -10279924.000000 Penalty: 5415.081543
	Iteration 30Q: 3 clusters Score -1.027992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -10279924.000000 Penalty: 5415.081543
	Iteration 31F: 3 clusters Score -1.027992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -90943.789062 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -90943.79 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 268 members 
Entering Unmasked Estep 
Score: -89443.750000 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -89443.75 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -89676.257812 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -89676.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89739.515625 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -89739.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -89772.289062 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -89772.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89814.929688 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -89814.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89831.960938 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -89831.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89841.445312 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -89841.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -89844.976562 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -89844.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -89846.468750 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -89846.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89848.851562 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -89848.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89848.851562 Penalty: 3104.752441
	Iteration 10F: 3 clusters Score -89848.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -113026.726562 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -113026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -111304.703125 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -111304.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -111896.203125 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -111896.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -112322.992188 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -112323 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -112651.695312 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -112651.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -112890.507812 Penalty: 3365.651611
	Iteration 4F: 3 clusters Score -112890.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -113040.132812 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -113040.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113137.671875 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -113137.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -113221.750000 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -113221.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -113284.015625 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -113284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113348.085938 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -113348.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113420.085938 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -113420.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -113471.906250 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -113471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -113496.656250 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -113496.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -113511.570312 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -113511.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -113528.578125 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -113528.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -113553.562500 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -113553.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -113572.648438 Penalty: 3365.651611
	Iteration 16Q: 3 clusters Score -113572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -113581.390625 Penalty: 3365.651611
	Iteration 17Q: 3 clusters Score -113581.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -113587.562500 Penalty: 3365.651611
	Iteration 18Q: 3 clusters Score -113587.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -113603.531250 Penalty: 3365.651611
	Iteration 19Q: 3 clusters Score -113603.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -113617.453125 Penalty: 3365.651611
	Iteration 20F: 3 clusters Score -113617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -113646.679688 Penalty: 3365.651611
	Iteration 21Q: 3 clusters Score -113646.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -113660.828125 Penalty: 3365.651611
	Iteration 22Q: 3 clusters Score -113660.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -113667.242188 Penalty: 3365.651611
	Iteration 23Q: 3 clusters Score -113667.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -113675.585938 Penalty: 3365.651611
	Iteration 24Q: 3 clusters Score -113675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -113697.960938 Penalty: 3365.651611
	Iteration 25Q: 3 clusters Score -113698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -113731.171875 Penalty: 3365.651611
	Iteration 26Q: 3 clusters Score -113731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -113743.828125 Penalty: 3365.651611
	Iteration 27Q: 3 clusters Score -113743.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -113753.078125 Penalty: 3365.651611
	Iteration 28Q: 3 clusters Score -113753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -113758.312500 Penalty: 3365.651611
	Iteration 29Q: 3 clusters Score -113758.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -113758.312500 Penalty: 3365.651611
	Iteration 30F: 3 clusters Score -113758.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 47609 members 
Mstep: Class 4 contains 46693 members 
Mstep: Class 5 contains 51142 members 
Mstep: Class 6 contains 45807 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 44870 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45331 members 
Mstep: Class 11 contains 47299 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55133 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 531 members 
Mstep: Class 16 contains 43156 members 
Mstep: Class 17 contains 42767 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49495 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49325 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46135 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
Score: -126914760.000000 Penalty: 80096.007812
Splitting cluster 15 changes total score from -126915768.000000 to -126914760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (43156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Entering Unmasked Estep 
Score: -7972938.500000 Penalty: 2646.799072
	Iteration 0F: 2 clusters Score -7972938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -7944209.500000 Penalty: 5293.598145
	Iteration 0F: 3 clusters Score -7944210 nChanged 19850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -7955267.500000 Penalty: 5293.598145
	Iteration 1F: 3 clusters Score -7955268 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -7955851.000000 Penalty: 5293.598145
	Iteration 2Q: 3 clusters Score -7955851 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -7956586.000000 Penalty: 5293.598145
	Iteration 3Q: 3 clusters Score -7956586 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -7957616.500000 Penalty: 5293.598145
	Iteration 4Q: 3 clusters Score -7957616 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -7959117.500000 Penalty: 5293.598145
	Iteration 5F: 3 clusters Score -7959118 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -7961409.000000 Penalty: 5293.598145
	Iteration 6F: 3 clusters Score -7961409 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -7964225.000000 Penalty: 5293.598145
	Iteration 7F: 3 clusters Score -7964225 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -7967150.500000 Penalty: 5293.598145
	Iteration 8F: 3 clusters Score -7967150 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -7969304.000000 Penalty: 5293.598145
	Iteration 9F: 3 clusters Score -7969304 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -7970282.000000 Penalty: 5293.598145
	Iteration 10Q: 3 clusters Score -7970282 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -7970613.500000 Penalty: 5293.598145
	Iteration 11Q: 3 clusters Score -7970614 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -7970827.000000 Penalty: 5293.598145
	Iteration 12Q: 3 clusters Score -7970827 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -7970978.500000 Penalty: 5293.598145
	Iteration 13Q: 3 clusters Score -7970978 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -7971081.000000 Penalty: 5293.598145
	Iteration 14Q: 3 clusters Score -7971081 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -7971160.500000 Penalty: 5293.598145
	Iteration 15Q: 3 clusters Score -7971160 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -7971244.000000 Penalty: 5293.598145
	Iteration 16Q: 3 clusters Score -7971244 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -7971290.000000 Penalty: 5293.598145
	Iteration 17Q: 3 clusters Score -7971290 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -7971313.500000 Penalty: 5293.598145
	Iteration 18Q: 3 clusters Score -7971314 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -7971371.500000 Penalty: 5293.598145
	Iteration 19Q: 3 clusters Score -7971372 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -7971402.000000 Penalty: 5293.598145
	Iteration 20F: 3 clusters Score -7971402 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -7971417.000000 Penalty: 5293.598145
	Iteration 21Q: 3 clusters Score -7971417 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -7971415.500000 Penalty: 5293.598145
	Iteration 22Q: 3 clusters Score -7971416 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -7971455.500000 Penalty: 5293.598145
	Iteration 23Q: 3 clusters Score -7971456 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -7971484.000000 Penalty: 5293.598145
	Iteration 24Q: 3 clusters Score -7971484 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -7971514.500000 Penalty: 5293.598145
	Iteration 25Q: 3 clusters Score -7971514 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -7971531.500000 Penalty: 5293.598145
	Iteration 26Q: 3 clusters Score -7971532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -7971527.000000 Penalty: 5293.598145
	Iteration 27Q: 3 clusters Score -7971527 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -7971550.000000 Penalty: 5293.598145
	Iteration 28Q: 3 clusters Score -7971550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -7971543.000000 Penalty: 5293.598145
	Iteration 29Q: 3 clusters Score -7971543 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -7971541.500000 Penalty: 5293.598145
	Iteration 30Q: 3 clusters Score -7971542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -7971546.500000 Penalty: 5293.598145
	Iteration 31Q: 3 clusters Score -7971546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -7971544.000000 Penalty: 5293.598145
	Iteration 32Q: 3 clusters Score -7971544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -7971542.000000 Penalty: 5293.598145
	Iteration 33Q: 3 clusters Score -7971542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -7971539.500000 Penalty: 5293.598145
	Iteration 34Q: 3 clusters Score -7971540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -7971541.500000 Penalty: 5293.598145
	Iteration 35Q: 3 clusters Score -7971542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -7971538.500000 Penalty: 5293.598145
	Iteration 36Q: 3 clusters Score -7971538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -7971540.000000 Penalty: 5293.598145
	Iteration 37Q: 3 clusters Score -7971540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -7971539.500000 Penalty: 5293.598145
	Iteration 38Q: 3 clusters Score -7971540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -7971524.500000 Penalty: 5293.598145
	Iteration 39Q: 3 clusters Score -7971524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -7971528.000000 Penalty: 5293.598145
	Iteration 40F: 3 clusters Score -7971528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -7971526.000000 Penalty: 5293.598145
	Iteration 41Q: 3 clusters Score -7971526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -7971538.500000 Penalty: 5293.598145
	Iteration 42Q: 3 clusters Score -7971538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -7971524.500000 Penalty: 5293.598145
	Iteration 43Q: 3 clusters Score -7971524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -7971544.000000 Penalty: 5293.598145
	Iteration 44Q: 3 clusters Score -7971544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -7971542.000000 Penalty: 5293.598145
	Iteration 45Q: 3 clusters Score -7971542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -7971529.500000 Penalty: 5293.598145
	Iteration 46Q: 3 clusters Score -7971530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -7971528.000000 Penalty: 5293.598145
	Iteration 47Q: 3 clusters Score -7971528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -7971526.000000 Penalty: 5293.598145
	Iteration 48Q: 3 clusters Score -7971526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -7971506.000000 Penalty: 5293.598145
	Iteration 49Q: 3 clusters Score -7971506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -7971502.500000 Penalty: 5293.598145
	Iteration 50Q: 3 clusters Score -7971502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -7971504.000000 Penalty: 5293.598145
	Iteration 51Q: 3 clusters Score -7971504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -7971500.000000 Penalty: 5293.598145
	Iteration 52Q: 3 clusters Score -7971500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -7971490.500000 Penalty: 5293.598145
	Iteration 53Q: 3 clusters Score -7971490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -7971496.000000 Penalty: 5293.598145
	Iteration 54Q: 3 clusters Score -7971496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -7971496.000000 Penalty: 5293.598145
	Iteration 55Q: 3 clusters Score -7971496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -7971493.500000 Penalty: 5293.598145
	Iteration 56Q: 3 clusters Score -7971494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -7971484.500000 Penalty: 5293.598145
	Iteration 57Q: 3 clusters Score -7971484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -7971487.000000 Penalty: 5293.598145
	Iteration 58Q: 3 clusters Score -7971487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -7971489.000000 Penalty: 5293.598145
	Iteration 59Q: 3 clusters Score -7971489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -7971489.500000 Penalty: 5293.598145
	Iteration 60F: 3 clusters Score -7971490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -7971491.000000 Penalty: 5293.598145
	Iteration 61Q: 3 clusters Score -7971491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -7971491.000000 Penalty: 5293.598145
	Iteration 62F: 3 clusters Score -7971491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Entering Unmasked Estep 
Score: -7895700.000000 Penalty: 2644.553467
	Iteration 0F: 2 clusters Score -7895700 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 21389 members 
Entering Unmasked Estep 
Score: -7867497.000000 Penalty: 5289.106934
	Iteration 0F: 3 clusters Score -7867497 nChanged 19638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -7878955.000000 Penalty: 5289.106934
	Iteration 1F: 3 clusters Score -7878955 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -7879929.000000 Penalty: 5289.106934
	Iteration 2F: 3 clusters Score -7879929 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -7881065.000000 Penalty: 5289.106934
	Iteration 3F: 3 clusters Score -7881065 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -7882460.000000 Penalty: 5289.106934
	Iteration 4F: 3 clusters Score -7882460 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -7884146.500000 Penalty: 5289.106934
	Iteration 5F: 3 clusters Score -7884146 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -7886147.500000 Penalty: 5289.106934
	Iteration 6F: 3 clusters Score -7886148 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -7888452.000000 Penalty: 5289.106934
	Iteration 7F: 3 clusters Score -7888452 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -7890398.500000 Penalty: 5289.106934
	Iteration 8F: 3 clusters Score -7890398 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -7891509.500000 Penalty: 5289.106934
	Iteration 9Q: 3 clusters Score -7891510 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -7892053.500000 Penalty: 5289.106934
	Iteration 10Q: 3 clusters Score -7892054 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -7892384.000000 Penalty: 5289.106934
	Iteration 11Q: 3 clusters Score -7892384 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -7892643.500000 Penalty: 5289.106934
	Iteration 12Q: 3 clusters Score -7892644 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -7892930.000000 Penalty: 5289.106934
	Iteration 13Q: 3 clusters Score -7892930 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -7893169.500000 Penalty: 5289.106934
	Iteration 14Q: 3 clusters Score -7893170 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -7893345.000000 Penalty: 5289.106934
	Iteration 15Q: 3 clusters Score -7893345 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -7893467.000000 Penalty: 5289.106934
	Iteration 16Q: 3 clusters Score -7893467 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -7893597.500000 Penalty: 5289.106934
	Iteration 17Q: 3 clusters Score -7893598 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -7893756.500000 Penalty: 5289.106934
	Iteration 18Q: 3 clusters Score -7893756 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -7893846.500000 Penalty: 5289.106934
	Iteration 19Q: 3 clusters Score -7893846 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -7893939.500000 Penalty: 5289.106934
	Iteration 20F: 3 clusters Score -7893940 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -7894031.500000 Penalty: 5289.106934
	Iteration 21Q: 3 clusters Score -7894032 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -7894082.000000 Penalty: 5289.106934
	Iteration 22Q: 3 clusters Score -7894082 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -7894111.500000 Penalty: 5289.106934
	Iteration 23Q: 3 clusters Score -7894112 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -7894107.500000 Penalty: 5289.106934
	Iteration 24Q: 3 clusters Score -7894108 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -7894136.500000 Penalty: 5289.106934
	Iteration 25Q: 3 clusters Score -7894136 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -7894161.000000 Penalty: 5289.106934
	Iteration 26Q: 3 clusters Score -7894161 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -7894187.000000 Penalty: 5289.106934
	Iteration 27Q: 3 clusters Score -7894187 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -7894199.500000 Penalty: 5289.106934
	Iteration 28Q: 3 clusters Score -7894200 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -7894189.000000 Penalty: 5289.106934
	Iteration 29Q: 3 clusters Score -7894189 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -7894194.500000 Penalty: 5289.106934
	Iteration 30Q: 3 clusters Score -7894194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -7894209.000000 Penalty: 5289.106934
	Iteration 31Q: 3 clusters Score -7894209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -7894206.500000 Penalty: 5289.106934
	Iteration 32Q: 3 clusters Score -7894206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -7894196.500000 Penalty: 5289.106934
	Iteration 33Q: 3 clusters Score -7894196 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -7894207.000000 Penalty: 5289.106934
	Iteration 34Q: 3 clusters Score -7894207 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -7894205.500000 Penalty: 5289.106934
	Iteration 35Q: 3 clusters Score -7894206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -7894207.000000 Penalty: 5289.106934
	Iteration 36Q: 3 clusters Score -7894207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -7894203.500000 Penalty: 5289.106934
	Iteration 37Q: 3 clusters Score -7894204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -7894198.500000 Penalty: 5289.106934
	Iteration 38Q: 3 clusters Score -7894198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -7894191.000000 Penalty: 5289.106934
	Iteration 39Q: 3 clusters Score -7894191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -7894190.000000 Penalty: 5289.106934
	Iteration 40F: 3 clusters Score -7894190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -7894187.500000 Penalty: 5289.106934
	Iteration 41Q: 3 clusters Score -7894188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -7894207.000000 Penalty: 5289.106934
	Iteration 42Q: 3 clusters Score -7894207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -7894192.500000 Penalty: 5289.106934
	Iteration 43Q: 3 clusters Score -7894192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -7894196.500000 Penalty: 5289.106934
	Iteration 44Q: 3 clusters Score -7894196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -7894190.500000 Penalty: 5289.106934
	Iteration 45Q: 3 clusters Score -7894190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -7894203.500000 Penalty: 5289.106934
	Iteration 46Q: 3 clusters Score -7894204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -7894197.500000 Penalty: 5289.106934
	Iteration 47Q: 3 clusters Score -7894198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -7894198.500000 Penalty: 5289.106934
	Iteration 48Q: 3 clusters Score -7894198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -7894199.000000 Penalty: 5289.106934
	Iteration 49Q: 3 clusters Score -7894199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -7894191.000000 Penalty: 5289.106934
	Iteration 50Q: 3 clusters Score -7894191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -7894190.500000 Penalty: 5289.106934
	Iteration 51Q: 3 clusters Score -7894190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -7894193.000000 Penalty: 5289.106934
	Iteration 52Q: 3 clusters Score -7894193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -7894193.000000 Penalty: 5289.106934
	Iteration 53F: 3 clusters Score -7894193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -86615.578125 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -86615.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85161.484375 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -85161.48 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85463.351562 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -85463.35 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -85591.250000 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -85591.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85708.710938 Penalty: 3143.942627
	Iteration 3F: 3 clusters Score -85708.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85926.335938 Penalty: 3143.942627
	Iteration 4F: 3 clusters Score -85926.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86157.546875 Penalty: 3143.942627
	Iteration 5F: 3 clusters Score -86157.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86326.226562 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -86326.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -86428.640625 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -86428.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86501.476562 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -86501.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86556.546875 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -86556.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -86629.281250 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -86629.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86697.679688 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -86697.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -86789.710938 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -86789.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86841.718750 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -86841.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86850.460938 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -86850.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86852.109375 Penalty: 3143.942627
	Iteration 15F: 3 clusters Score -86852.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86856.640625 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -86856.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -86856.640625 Penalty: 3143.942627
	Iteration 17F: 3 clusters Score -86856.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 47609 members 
Mstep: Class 4 contains 46693 members 
Mstep: Class 5 contains 51142 members 
Mstep: Class 6 contains 45807 members 
Mstep: Class 7 contains 299 members 
Mstep: Class 8 contains 44870 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45331 members 
Mstep: Class 11 contains 47299 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55133 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43156 members 
Mstep: Class 17 contains 42767 members 
Mstep: Class 18 contains 267 members 
Mstep: Class 19 contains 49495 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49325 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46135 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
Score: -126914200.000000 Penalty: 80096.007812
Splitting cluster 18 changes total score from -126915768.000000 to -126914200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Entering Unmasked Estep 
Score: -9063697.000000 Penalty: 2680.787354
	Iteration 0F: 2 clusters Score -9063697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -9031019.000000 Penalty: 5361.574707
	Iteration 0F: 3 clusters Score -9031019 nChanged 22848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -9043509.000000 Penalty: 5361.574707
	Iteration 1F: 3 clusters Score -9043509 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -9043921.000000 Penalty: 5361.574707
	Iteration 2Q: 3 clusters Score -9043921 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -9044260.000000 Penalty: 5361.574707
	Iteration 3Q: 3 clusters Score -9044260 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -9044661.000000 Penalty: 5361.574707
	Iteration 4Q: 3 clusters Score -9044661 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -9045203.000000 Penalty: 5361.574707
	Iteration 5Q: 3 clusters Score -9045203 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -9045955.000000 Penalty: 5361.574707
	Iteration 6Q: 3 clusters Score -9045955 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -9047362.000000 Penalty: 5361.574707
	Iteration 7F: 3 clusters Score -9047362 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -9049493.000000 Penalty: 5361.574707
	Iteration 8F: 3 clusters Score -9049493 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -9052528.000000 Penalty: 5361.574707
	Iteration 9F: 3 clusters Score -9052528 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -9055792.000000 Penalty: 5361.574707
	Iteration 10F: 3 clusters Score -9055792 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -9058541.000000 Penalty: 5361.574707
	Iteration 11F: 3 clusters Score -9058541 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -9060570.000000 Penalty: 5361.574707
	Iteration 12Q: 3 clusters Score -9060570 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -9061699.000000 Penalty: 5361.574707
	Iteration 13Q: 3 clusters Score -9061699 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -9062079.000000 Penalty: 5361.574707
	Iteration 14Q: 3 clusters Score -9062079 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -9062211.000000 Penalty: 5361.574707
	Iteration 15Q: 3 clusters Score -9062211 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -9062252.000000 Penalty: 5361.574707
	Iteration 16Q: 3 clusters Score -9062252 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -9062289.000000 Penalty: 5361.574707
	Iteration 17Q: 3 clusters Score -9062289 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -9062296.000000 Penalty: 5361.574707
	Iteration 18Q: 3 clusters Score -9062296 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -9062289.000000 Penalty: 5361.574707
	Iteration 19Q: 3 clusters Score -9062289 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -9062317.000000 Penalty: 5361.574707
	Iteration 20F: 3 clusters Score -9062317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -9062327.000000 Penalty: 5361.574707
	Iteration 21Q: 3 clusters Score -9062327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -9062331.000000 Penalty: 5361.574707
	Iteration 22Q: 3 clusters Score -9062331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -9062337.000000 Penalty: 5361.574707
	Iteration 23Q: 3 clusters Score -9062337 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -9062336.000000 Penalty: 5361.574707
	Iteration 24Q: 3 clusters Score -9062336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -9062319.000000 Penalty: 5361.574707
	Iteration 25Q: 3 clusters Score -9062319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -9062310.000000 Penalty: 5361.574707
	Iteration 26Q: 3 clusters Score -9062310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -9062300.000000 Penalty: 5361.574707
	Iteration 27Q: 3 clusters Score -9062300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -9062304.000000 Penalty: 5361.574707
	Iteration 28Q: 3 clusters Score -9062304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -9062316.000000 Penalty: 5361.574707
	Iteration 29Q: 3 clusters Score -9062316 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -9062320.000000 Penalty: 5361.574707
	Iteration 30Q: 3 clusters Score -9062320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -9062315.000000 Penalty: 5361.574707
	Iteration 31Q: 3 clusters Score -9062315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -9062320.000000 Penalty: 5361.574707
	Iteration 32Q: 3 clusters Score -9062320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -9062312.000000 Penalty: 5361.574707
	Iteration 33Q: 3 clusters Score -9062312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -9062310.000000 Penalty: 5361.574707
	Iteration 34Q: 3 clusters Score -9062310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -9062314.000000 Penalty: 5361.574707
	Iteration 35Q: 3 clusters Score -9062314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -9062313.000000 Penalty: 5361.574707
	Iteration 36Q: 3 clusters Score -9062313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -9062326.000000 Penalty: 5361.574707
	Iteration 37Q: 3 clusters Score -9062326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -9062329.000000 Penalty: 5361.574707
	Iteration 38Q: 3 clusters Score -9062329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9062318.000000 Penalty: 5361.574707
	Iteration 39Q: 3 clusters Score -9062318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -9062318.000000 Penalty: 5361.574707
	Iteration 40F: 3 clusters Score -9062318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -9062306.000000 Penalty: 5361.574707
	Iteration 41Q: 3 clusters Score -9062306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9062303.000000 Penalty: 5361.574707
	Iteration 42Q: 3 clusters Score -9062303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9062302.000000 Penalty: 5361.574707
	Iteration 43Q: 3 clusters Score -9062302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9062300.000000 Penalty: 5361.574707
	Iteration 44Q: 3 clusters Score -9062300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -9062306.000000 Penalty: 5361.574707
	Iteration 45Q: 3 clusters Score -9062306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -9062315.000000 Penalty: 5361.574707
	Iteration 46Q: 3 clusters Score -9062315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -9062316.000000 Penalty: 5361.574707
	Iteration 47Q: 3 clusters Score -9062316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -9062306.000000 Penalty: 5361.574707
	Iteration 48Q: 3 clusters Score -9062306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -9062294.000000 Penalty: 5361.574707
	Iteration 49Q: 3 clusters Score -9062294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -9062288.000000 Penalty: 5361.574707
	Iteration 50Q: 3 clusters Score -9062288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -9062266.000000 Penalty: 5361.574707
	Iteration 51Q: 3 clusters Score -9062266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -9062271.000000 Penalty: 5361.574707
	Iteration 52Q: 3 clusters Score -9062271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9062272.000000 Penalty: 5361.574707
	Iteration 53Q: 3 clusters Score -9062272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -9062271.000000 Penalty: 5361.574707
	Iteration 54Q: 3 clusters Score -9062271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -9062267.000000 Penalty: 5361.574707
	Iteration 55Q: 3 clusters Score -9062267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -9062269.000000 Penalty: 5361.574707
	Iteration 56Q: 3 clusters Score -9062269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -9062272.000000 Penalty: 5361.574707
	Iteration 57Q: 3 clusters Score -9062272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -9062258.000000 Penalty: 5361.574707
	Iteration 58Q: 3 clusters Score -9062258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -9062268.000000 Penalty: 5361.574707
	Iteration 59Q: 3 clusters Score -9062268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9062268.000000 Penalty: 5361.574707
	Iteration 60F: 3 clusters Score -9062268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -9062276.000000 Penalty: 5361.574707
	Iteration 61Q: 3 clusters Score -9062276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9062264.000000 Penalty: 5361.574707
	Iteration 62Q: 3 clusters Score -9062264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -9062269.000000 Penalty: 5361.574707
	Iteration 63Q: 3 clusters Score -9062269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -9062276.000000 Penalty: 5361.574707
	Iteration 64Q: 3 clusters Score -9062276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -9062279.000000 Penalty: 5361.574707
	Iteration 65Q: 3 clusters Score -9062279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9062274.000000 Penalty: 5361.574707
	Iteration 66Q: 3 clusters Score -9062274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -9062286.000000 Penalty: 5361.574707
	Iteration 67Q: 3 clusters Score -9062286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -9062286.000000 Penalty: 5361.574707
	Iteration 68F: 3 clusters Score -9062286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -48002.226562 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -48002.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46786.601562 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -46786.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -47056.187500 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -47056.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47171.750000 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -47171.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47237.277344 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -47237.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47317.835938 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -47317.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -47415.894531 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -47415.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47523.195312 Penalty: 3093.239258
	Iteration 6F: 3 clusters Score -47523.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47681.015625 Penalty: 3093.239258
	Iteration 7F: 3 clusters Score -47681.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -47780.785156 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -47780.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47836.636719 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -47836.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -47859.367188 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -47859.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47876.687500 Penalty: 3093.239258
	Iteration 11Q: 3 clusters Score -47876.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -47904.070312 Penalty: 3093.239258
	Iteration 12Q: 3 clusters Score -47904.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47916.917969 Penalty: 3093.239258
	Iteration 13Q: 3 clusters Score -47916.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -47917.359375 Penalty: 3093.239258
	Iteration 14F: 3 clusters Score -47917.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47933.371094 Penalty: 3093.239258
	Iteration 15Q: 3 clusters Score -47933.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47933.371094 Penalty: 3093.239258
	Iteration 16F: 3 clusters Score -47933.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Entering Unmasked Estep 
Score: -9146147.000000 Penalty: 2679.934326
	Iteration 0F: 2 clusters Score -9146147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -9117073.000000 Penalty: 5359.868652
	Iteration 0F: 3 clusters Score -9117073 nChanged 22940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -9129753.000000 Penalty: 5359.868652
	Iteration 1F: 3 clusters Score -9129753 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -9130465.000000 Penalty: 5359.868652
	Iteration 2Q: 3 clusters Score -9130465 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -9131309.000000 Penalty: 5359.868652
	Iteration 3Q: 3 clusters Score -9131309 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -9132524.000000 Penalty: 5359.868652
	Iteration 4Q: 3 clusters Score -9132524 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -9134396.000000 Penalty: 5359.868652
	Iteration 5F: 3 clusters Score -9134396 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -9137319.000000 Penalty: 5359.868652
	Iteration 6F: 3 clusters Score -9137319 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -9140911.000000 Penalty: 5359.868652
	Iteration 7F: 3 clusters Score -9140911 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -9143364.000000 Penalty: 5359.868652
	Iteration 8F: 3 clusters Score -9143364 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -9143962.000000 Penalty: 5359.868652
	Iteration 9Q: 3 clusters Score -9143962 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -9144103.000000 Penalty: 5359.868652
	Iteration 10Q: 3 clusters Score -9144103 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 48699 members 
Entering Unmasked Estep 
Score: -9144128.000000 Penalty: 5359.868652
	Iteration 11Q: 3 clusters Score -9144128 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -9144125.000000 Penalty: 5359.868652
	Iteration 12Q: 3 clusters Score -9144125 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -9144130.000000 Penalty: 5359.868652
	Iteration 13Q: 3 clusters Score -9144130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -9144134.000000 Penalty: 5359.868652
	Iteration 14Q: 3 clusters Score -9144134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -9144137.000000 Penalty: 5359.868652
	Iteration 15Q: 3 clusters Score -9144137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -9144143.000000 Penalty: 5359.868652
	Iteration 16Q: 3 clusters Score -9144143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -9144156.000000 Penalty: 5359.868652
	Iteration 17Q: 3 clusters Score -9144156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -9144133.000000 Penalty: 5359.868652
	Iteration 18Q: 3 clusters Score -9144133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -9144141.000000 Penalty: 5359.868652
	Iteration 19Q: 3 clusters Score -9144141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -9144149.000000 Penalty: 5359.868652
	Iteration 20F: 3 clusters Score -9144149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -9144156.000000 Penalty: 5359.868652
	Iteration 21Q: 3 clusters Score -9144156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -9144148.000000 Penalty: 5359.868652
	Iteration 22Q: 3 clusters Score -9144148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -9144159.000000 Penalty: 5359.868652
	Iteration 23Q: 3 clusters Score -9144159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -9144164.000000 Penalty: 5359.868652
	Iteration 24Q: 3 clusters Score -9144164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -9144161.000000 Penalty: 5359.868652
	Iteration 25Q: 3 clusters Score -9144161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -9144161.000000 Penalty: 5359.868652
	Iteration 26Q: 3 clusters Score -9144161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -9144153.000000 Penalty: 5359.868652
	Iteration 27Q: 3 clusters Score -9144153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -9144153.000000 Penalty: 5359.868652
	Iteration 28F: 3 clusters Score -9144153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -435136.718750 Penalty: 1944.397583
	Iteration 0F: 2 clusters Score -435136.7 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 1311 members 
Entering Unmasked Estep 
Score: -432163.593750 Penalty: 3888.795166
	Iteration 0F: 3 clusters Score -432163.6 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -432854.437500 Penalty: 3888.795166
	Iteration 1F: 3 clusters Score -432854.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -433153.406250 Penalty: 3888.795166
	Iteration 2F: 3 clusters Score -433153.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -433416.437500 Penalty: 3888.795166
	Iteration 3F: 3 clusters Score -433416.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -433641.500000 Penalty: 3888.795166
	Iteration 4F: 3 clusters Score -433641.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -433854.750000 Penalty: 3888.795166
	Iteration 5F: 3 clusters Score -433854.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -434074.843750 Penalty: 3888.795166
	Iteration 6F: 3 clusters Score -434074.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -434276.812500 Penalty: 3888.795166
	Iteration 7F: 3 clusters Score -434276.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -434410.593750 Penalty: 3888.795166
	Iteration 8Q: 3 clusters Score -434410.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -434502.625000 Penalty: 3888.795166
	Iteration 9Q: 3 clusters Score -434502.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -434559.843750 Penalty: 3888.795166
	Iteration 10Q: 3 clusters Score -434559.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -434590.125000 Penalty: 3888.795166
	Iteration 11Q: 3 clusters Score -434590.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -434606.718750 Penalty: 3888.795166
	Iteration 12Q: 3 clusters Score -434606.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -434617.312500 Penalty: 3888.795166
	Iteration 13Q: 3 clusters Score -434617.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -434621.593750 Penalty: 3888.795166
	Iteration 14Q: 3 clusters Score -434621.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -434623.625000 Penalty: 3888.795166
	Iteration 15Q: 3 clusters Score -434623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -434624.875000 Penalty: 3888.795166
	Iteration 16Q: 3 clusters Score -434624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -434625.812500 Penalty: 3888.795166
	Iteration 17Q: 3 clusters Score -434625.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -434625.812500 Penalty: 3888.795166
	Iteration 18F: 3 clusters Score -434625.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Entering Unmasked Estep 
Score: -8442221.000000 Penalty: 2663.353271
	Iteration 0F: 2 clusters Score -8442221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -8411828.000000 Penalty: 5326.706543
	Iteration 0F: 3 clusters Score -8411828 nChanged 21239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -8423870.000000 Penalty: 5326.706543
	Iteration 1F: 3 clusters Score -8423870 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -8424829.000000 Penalty: 5326.706543
	Iteration 2Q: 3 clusters Score -8424829 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -8426107.000000 Penalty: 5326.706543
	Iteration 3F: 3 clusters Score -8426107 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -8427835.000000 Penalty: 5326.706543
	Iteration 4F: 3 clusters Score -8427835 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -8430236.000000 Penalty: 5326.706543
	Iteration 5F: 3 clusters Score -8430236 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -8433300.000000 Penalty: 5326.706543
	Iteration 6F: 3 clusters Score -8433300 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -8436537.000000 Penalty: 5326.706543
	Iteration 7F: 3 clusters Score -8436537 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -8438617.000000 Penalty: 5326.706543
	Iteration 8F: 3 clusters Score -8438617 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -8439421.000000 Penalty: 5326.706543
	Iteration 9Q: 3 clusters Score -8439421 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -8439859.000000 Penalty: 5326.706543
	Iteration 10Q: 3 clusters Score -8439859 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -8440066.000000 Penalty: 5326.706543
	Iteration 11Q: 3 clusters Score -8440066 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -8440264.000000 Penalty: 5326.706543
	Iteration 12Q: 3 clusters Score -8440264 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -8440400.000000 Penalty: 5326.706543
	Iteration 13Q: 3 clusters Score -8440400 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -8440495.000000 Penalty: 5326.706543
	Iteration 14Q: 3 clusters Score -8440495 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -8440621.000000 Penalty: 5326.706543
	Iteration 15Q: 3 clusters Score -8440621 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -8440753.000000 Penalty: 5326.706543
	Iteration 16Q: 3 clusters Score -8440753 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -8440873.000000 Penalty: 5326.706543
	Iteration 17Q: 3 clusters Score -8440873 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -8440962.000000 Penalty: 5326.706543
	Iteration 18Q: 3 clusters Score -8440962 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -8440991.000000 Penalty: 5326.706543
	Iteration 19Q: 3 clusters Score -8440991 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -8441047.000000 Penalty: 5326.706543
	Iteration 20F: 3 clusters Score -8441047 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -8441090.000000 Penalty: 5326.706543
	Iteration 21Q: 3 clusters Score -8441090 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -8441111.000000 Penalty: 5326.706543
	Iteration 22Q: 3 clusters Score -8441111 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -8441158.000000 Penalty: 5326.706543
	Iteration 23Q: 3 clusters Score -8441158 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -8441185.000000 Penalty: 5326.706543
	Iteration 24Q: 3 clusters Score -8441185 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -8441204.000000 Penalty: 5326.706543
	Iteration 25Q: 3 clusters Score -8441204 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -8441251.000000 Penalty: 5326.706543
	Iteration 26Q: 3 clusters Score -8441251 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -8441268.000000 Penalty: 5326.706543
	Iteration 27Q: 3 clusters Score -8441268 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -8441280.000000 Penalty: 5326.706543
	Iteration 28Q: 3 clusters Score -8441280 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -8441301.000000 Penalty: 5326.706543
	Iteration 29Q: 3 clusters Score -8441301 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -8441324.000000 Penalty: 5326.706543
	Iteration 30Q: 3 clusters Score -8441324 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -8441314.000000 Penalty: 5326.706543
	Iteration 31Q: 3 clusters Score -8441314 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -8441350.000000 Penalty: 5326.706543
	Iteration 32Q: 3 clusters Score -8441350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -8441372.000000 Penalty: 5326.706543
	Iteration 33Q: 3 clusters Score -8441372 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -8441378.000000 Penalty: 5326.706543
	Iteration 34Q: 3 clusters Score -8441378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -8441384.000000 Penalty: 5326.706543
	Iteration 35Q: 3 clusters Score -8441384 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -8441381.000000 Penalty: 5326.706543
	Iteration 36Q: 3 clusters Score -8441381 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -8441401.000000 Penalty: 5326.706543
	Iteration 37Q: 3 clusters Score -8441401 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -8441422.000000 Penalty: 5326.706543
	Iteration 38Q: 3 clusters Score -8441422 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -8441449.000000 Penalty: 5326.706543
	Iteration 39Q: 3 clusters Score -8441449 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -8441459.000000 Penalty: 5326.706543
	Iteration 40F: 3 clusters Score -8441459 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -8441466.000000 Penalty: 5326.706543
	Iteration 41Q: 3 clusters Score -8441466 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -8441459.000000 Penalty: 5326.706543
	Iteration 42Q: 3 clusters Score -8441459 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -8441473.000000 Penalty: 5326.706543
	Iteration 43Q: 3 clusters Score -8441473 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -8441477.000000 Penalty: 5326.706543
	Iteration 44Q: 3 clusters Score -8441477 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -8441470.000000 Penalty: 5326.706543
	Iteration 45Q: 3 clusters Score -8441470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -8441461.000000 Penalty: 5326.706543
	Iteration 46Q: 3 clusters Score -8441461 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -8441479.000000 Penalty: 5326.706543
	Iteration 47Q: 3 clusters Score -8441479 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -8441488.000000 Penalty: 5326.706543
	Iteration 48Q: 3 clusters Score -8441488 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -8441526.000000 Penalty: 5326.706543
	Iteration 49Q: 3 clusters Score -8441526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -8441541.000000 Penalty: 5326.706543
	Iteration 50Q: 3 clusters Score -8441541 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -8441545.000000 Penalty: 5326.706543
	Iteration 51Q: 3 clusters Score -8441545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -8441559.000000 Penalty: 5326.706543
	Iteration 52Q: 3 clusters Score -8441559 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -8441558.000000 Penalty: 5326.706543
	Iteration 53Q: 3 clusters Score -8441558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -8441577.000000 Penalty: 5326.706543
	Iteration 54Q: 3 clusters Score -8441577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -8441578.000000 Penalty: 5326.706543
	Iteration 55Q: 3 clusters Score -8441578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -8441584.000000 Penalty: 5326.706543
	Iteration 56Q: 3 clusters Score -8441584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -8441578.000000 Penalty: 5326.706543
	Iteration 57Q: 3 clusters Score -8441578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -8441584.000000 Penalty: 5326.706543
	Iteration 58Q: 3 clusters Score -8441584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -8441583.000000 Penalty: 5326.706543
	Iteration 59Q: 3 clusters Score -8441583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -8441580.000000 Penalty: 5326.706543
	Iteration 60F: 3 clusters Score -8441580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -8441583.000000 Penalty: 5326.706543
	Iteration 61Q: 3 clusters Score -8441583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -8441582.000000 Penalty: 5326.706543
	Iteration 62Q: 3 clusters Score -8441582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -8441586.000000 Penalty: 5326.706543
	Iteration 63Q: 3 clusters Score -8441586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -8441592.000000 Penalty: 5326.706543
	Iteration 64Q: 3 clusters Score -8441592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -8441587.000000 Penalty: 5326.706543
	Iteration 65Q: 3 clusters Score -8441587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -8441579.000000 Penalty: 5326.706543
	Iteration 66Q: 3 clusters Score -8441579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -8441586.000000 Penalty: 5326.706543
	Iteration 67Q: 3 clusters Score -8441586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -8441582.000000 Penalty: 5326.706543
	Iteration 68Q: 3 clusters Score -8441582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -8441585.000000 Penalty: 5326.706543
	Iteration 69Q: 3 clusters Score -8441585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -8441587.000000 Penalty: 5326.706543
	Iteration 70Q: 3 clusters Score -8441587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -8441585.000000 Penalty: 5326.706543
	Iteration 71Q: 3 clusters Score -8441585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -8441588.000000 Penalty: 5326.706543
	Iteration 72Q: 3 clusters Score -8441588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -8441582.000000 Penalty: 5326.706543
	Iteration 73Q: 3 clusters Score -8441582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -8441580.000000 Penalty: 5326.706543
	Iteration 74Q: 3 clusters Score -8441580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -8441581.000000 Penalty: 5326.706543
	Iteration 75Q: 3 clusters Score -8441581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -8441585.000000 Penalty: 5326.706543
	Iteration 76Q: 3 clusters Score -8441585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -8441583.000000 Penalty: 5326.706543
	Iteration 77Q: 3 clusters Score -8441583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -8441583.000000 Penalty: 5326.706543
	Iteration 78F: 3 clusters Score -8441583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -133731.593750 Penalty: 1676.870117
	Iteration 0F: 2 clusters Score -133731.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -131917.609375 Penalty: 3353.740234
	Iteration 0F: 3 clusters Score -131917.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -132175.968750 Penalty: 3353.740234
	Iteration 1F: 3 clusters Score -132176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -132293.093750 Penalty: 3353.740234
	Iteration 2F: 3 clusters Score -132293.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132340.828125 Penalty: 3353.740234
	Iteration 3Q: 3 clusters Score -132340.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -132367.578125 Penalty: 3353.740234
	Iteration 4Q: 3 clusters Score -132367.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -132393.765625 Penalty: 3353.740234
	Iteration 5Q: 3 clusters Score -132393.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -132429.062500 Penalty: 3353.740234
	Iteration 6Q: 3 clusters Score -132429.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -132465.656250 Penalty: 3353.740234
	Iteration 7Q: 3 clusters Score -132465.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -132497.000000 Penalty: 3353.740234
	Iteration 8Q: 3 clusters Score -132497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -132568.281250 Penalty: 3353.740234
	Iteration 9Q: 3 clusters Score -132568.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -132637.781250 Penalty: 3353.740234
	Iteration 10Q: 3 clusters Score -132637.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132705.625000 Penalty: 3353.740234
	Iteration 11Q: 3 clusters Score -132705.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -132789.390625 Penalty: 3353.740234
	Iteration 12Q: 3 clusters Score -132789.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -132841.031250 Penalty: 3353.740234
	Iteration 13Q: 3 clusters Score -132841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132881.015625 Penalty: 3353.740234
	Iteration 14Q: 3 clusters Score -132881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132898.531250 Penalty: 3353.740234
	Iteration 15Q: 3 clusters Score -132898.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -132929.078125 Penalty: 3353.740234
	Iteration 16Q: 3 clusters Score -132929.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -132945.640625 Penalty: 3353.740234
	Iteration 17Q: 3 clusters Score -132945.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -132955.484375 Penalty: 3353.740234
	Iteration 18Q: 3 clusters Score -132955.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -132990.093750 Penalty: 3353.740234
	Iteration 19Q: 3 clusters Score -132990.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -133001.140625 Penalty: 3353.740234
	Iteration 20F: 3 clusters Score -133001.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -133011.265625 Penalty: 3353.740234
	Iteration 21Q: 3 clusters Score -133011.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -133018.203125 Penalty: 3353.740234
	Iteration 22Q: 3 clusters Score -133018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -133023.250000 Penalty: 3353.740234
	Iteration 23Q: 3 clusters Score -133023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -133023.250000 Penalty: 3353.740234
	Iteration 24F: 3 clusters Score -133023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 44063 members 
Mstep: Class 3 contains 47609 members 
Mstep: Class 4 contains 46693 members 
Mstep: Class 5 contains 51142 members 
Mstep: Class 6 contains 45807 members 
Mstep: Class 8 contains 44870 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45331 members 
Mstep: Class 11 contains 47299 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55133 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43156 members 
Mstep: Class 17 contains 42767 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49495 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49325 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46135 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915696.000000 Penalty: 76758.679688
Iteration 359Q: 24 clusters Score -1.269157e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 44073 members 
Mstep: Class 3 contains 47588 members 
Mstep: Class 4 contains 46701 members 
Mstep: Class 5 contains 51176 members 
Mstep: Class 6 contains 45818 members 
Mstep: Class 8 contains 44826 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 45335 members 
Mstep: Class 11 contains 47278 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55125 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43140 members 
Mstep: Class 17 contains 42806 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49484 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49355 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46122 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915600.000000 Penalty: 76758.679688
Iteration 360F: 24 clusters Score -1.269156e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 44076 members 
Mstep: Class 3 contains 47624 members 
Mstep: Class 4 contains 46698 members 
Mstep: Class 5 contains 51181 members 
Mstep: Class 6 contains 45798 members 
Mstep: Class 8 contains 44807 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45331 members 
Mstep: Class 11 contains 47273 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55112 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43123 members 
Mstep: Class 17 contains 42867 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49478 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49354 members 
Mstep: Class 22 contains 2541 members 
Mstep: Class 23 contains 46111 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915600.000000 Penalty: 76758.679688
Iteration 361Q: 24 clusters Score -1.269156e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 44065 members 
Mstep: Class 3 contains 47635 members 
Mstep: Class 4 contains 46677 members 
Mstep: Class 5 contains 51154 members 
Mstep: Class 6 contains 45811 members 
Mstep: Class 8 contains 44792 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45326 members 
Mstep: Class 11 contains 47274 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55108 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43143 members 
Mstep: Class 17 contains 42934 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49461 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49351 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 46106 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915640.000000 Penalty: 76758.679688
Iteration 362Q: 24 clusters Score -1.269156e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 44039 members 
Mstep: Class 3 contains 47659 members 
Mstep: Class 4 contains 46650 members 
Mstep: Class 5 contains 51175 members 
Mstep: Class 6 contains 45791 members 
Mstep: Class 8 contains 44794 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45338 members 
Mstep: Class 11 contains 47250 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55133 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43144 members 
Mstep: Class 17 contains 42962 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49443 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49351 members 
Mstep: Class 22 contains 2543 members 
Mstep: Class 23 contains 46114 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915928.000000 Penalty: 76758.679688
Iteration 363Q: 24 clusters Score -1.269159e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 44029 members 
Mstep: Class 3 contains 47681 members 
Mstep: Class 4 contains 46624 members 
Mstep: Class 5 contains 51215 members 
Mstep: Class 6 contains 45742 members 
Mstep: Class 8 contains 44795 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45339 members 
Mstep: Class 11 contains 47252 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55122 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43133 members 
Mstep: Class 17 contains 42995 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49425 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49366 members 
Mstep: Class 22 contains 2543 members 
Mstep: Class 23 contains 46113 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915848.000000 Penalty: 76758.679688
Iteration 364Q: 24 clusters Score -1.269158e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 44036 members 
Mstep: Class 3 contains 47676 members 
Mstep: Class 4 contains 46600 members 
Mstep: Class 5 contains 51205 members 
Mstep: Class 6 contains 45724 members 
Mstep: Class 8 contains 44805 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45338 members 
Mstep: Class 11 contains 47232 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55131 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43140 members 
Mstep: Class 17 contains 43025 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49453 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49353 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 46107 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915976.000000 Penalty: 76758.679688
Iteration 365Q: 24 clusters Score -1.26916e+08 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 44039 members 
Mstep: Class 3 contains 47639 members 
Mstep: Class 4 contains 46597 members 
Mstep: Class 5 contains 51200 members 
Mstep: Class 6 contains 45735 members 
Mstep: Class 8 contains 44822 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45337 members 
Mstep: Class 11 contains 47218 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55135 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43141 members 
Mstep: Class 17 contains 43061 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49445 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49362 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 46079 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915912.000000 Penalty: 76758.679688
Iteration 366Q: 24 clusters Score -1.269159e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 44041 members 
Mstep: Class 3 contains 47588 members 
Mstep: Class 4 contains 46605 members 
Mstep: Class 5 contains 51195 members 
Mstep: Class 6 contains 45740 members 
Mstep: Class 8 contains 44849 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45331 members 
Mstep: Class 11 contains 47208 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55109 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43134 members 
Mstep: Class 17 contains 43113 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49451 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49362 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 46070 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915864.000000 Penalty: 76758.679688
Iteration 367Q: 24 clusters Score -1.269159e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 44035 members 
Mstep: Class 3 contains 47569 members 
Mstep: Class 4 contains 46621 members 
Mstep: Class 5 contains 51201 members 
Mstep: Class 6 contains 45709 members 
Mstep: Class 8 contains 44863 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45324 members 
Mstep: Class 11 contains 47205 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55111 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43135 members 
Mstep: Class 17 contains 43150 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49443 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49366 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 46058 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915824.000000 Penalty: 76758.679688
Iteration 368Q: 24 clusters Score -1.269158e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 44042 members 
Mstep: Class 3 contains 47577 members 
Mstep: Class 4 contains 46624 members 
Mstep: Class 5 contains 51218 members 
Mstep: Class 6 contains 45677 members 
Mstep: Class 8 contains 44907 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45320 members 
Mstep: Class 11 contains 47178 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55121 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43088 members 
Mstep: Class 17 contains 43178 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49444 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49376 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 46039 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915776.000000 Penalty: 76758.679688
Iteration 369Q: 24 clusters Score -1.269158e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 44036 members 
Mstep: Class 3 contains 47543 members 
Mstep: Class 4 contains 46619 members 
Mstep: Class 5 contains 51225 members 
Mstep: Class 6 contains 45687 members 
Mstep: Class 8 contains 44924 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45314 members 
Mstep: Class 11 contains 47163 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55138 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43068 members 
Mstep: Class 17 contains 43200 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49441 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49379 members 
Mstep: Class 22 contains 2543 members 
Mstep: Class 23 contains 46045 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915832.000000 Penalty: 76758.679688
Iteration 370Q: 24 clusters Score -1.269158e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 44017 members 
Mstep: Class 3 contains 47524 members 
Mstep: Class 4 contains 46639 members 
Mstep: Class 5 contains 51229 members 
Mstep: Class 6 contains 45692 members 
Mstep: Class 8 contains 44948 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45291 members 
Mstep: Class 11 contains 47159 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55129 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43051 members 
Mstep: Class 17 contains 43235 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49451 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49359 members 
Mstep: Class 22 contains 2544 members 
Mstep: Class 23 contains 46050 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915680.000000 Penalty: 76758.679688
Iteration 371Q: 24 clusters Score -1.269157e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 44031 members 
Mstep: Class 3 contains 47505 members 
Mstep: Class 4 contains 46625 members 
Mstep: Class 5 contains 51188 members 
Mstep: Class 6 contains 45689 members 
Mstep: Class 8 contains 44960 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45286 members 
Mstep: Class 11 contains 47144 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55109 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43044 members 
Mstep: Class 17 contains 43297 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49459 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49369 members 
Mstep: Class 22 contains 2544 members 
Mstep: Class 23 contains 46072 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916048.000000 Penalty: 76758.679688
Iteration 372Q: 24 clusters Score -1.26916e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 44039 members 
Mstep: Class 3 contains 47540 members 
Mstep: Class 4 contains 46596 members 
Mstep: Class 5 contains 51153 members 
Mstep: Class 6 contains 45695 members 
Mstep: Class 8 contains 44975 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45269 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55093 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43031 members 
Mstep: Class 17 contains 43330 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49454 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49387 members 
Mstep: Class 22 contains 2544 members 
Mstep: Class 23 contains 46067 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916056.000000 Penalty: 76758.679688
Iteration 373Q: 24 clusters Score -1.269161e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 44048 members 
Mstep: Class 3 contains 47543 members 
Mstep: Class 4 contains 46611 members 
Mstep: Class 5 contains 51101 members 
Mstep: Class 6 contains 45705 members 
Mstep: Class 8 contains 44970 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45269 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55072 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43035 members 
Mstep: Class 17 contains 43371 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49445 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49387 members 
Mstep: Class 22 contains 2544 members 
Mstep: Class 23 contains 46063 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915968.000000 Penalty: 76758.679688
Iteration 374Q: 24 clusters Score -1.26916e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 44070 members 
Mstep: Class 3 contains 47541 members 
Mstep: Class 4 contains 46624 members 
Mstep: Class 5 contains 51033 members 
Mstep: Class 6 contains 45683 members 
Mstep: Class 8 contains 44965 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45283 members 
Mstep: Class 11 contains 47148 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55072 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43050 members 
Mstep: Class 17 contains 43405 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49441 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49408 members 
Mstep: Class 22 contains 2544 members 
Mstep: Class 23 contains 46043 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915824.000000 Penalty: 76758.679688
Iteration 375Q: 24 clusters Score -1.269158e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 44082 members 
Mstep: Class 3 contains 47551 members 
Mstep: Class 4 contains 46603 members 
Mstep: Class 5 contains 50990 members 
Mstep: Class 6 contains 45701 members 
Mstep: Class 8 contains 44961 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45290 members 
Mstep: Class 11 contains 47151 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55049 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43059 members 
Mstep: Class 17 contains 43431 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49453 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49410 members 
Mstep: Class 22 contains 2544 members 
Mstep: Class 23 contains 46034 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915896.000000 Penalty: 76758.679688
Iteration 376Q: 24 clusters Score -1.269159e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 44098 members 
Mstep: Class 3 contains 47528 members 
Mstep: Class 4 contains 46592 members 
Mstep: Class 5 contains 50971 members 
Mstep: Class 6 contains 45680 members 
Mstep: Class 8 contains 44986 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45296 members 
Mstep: Class 11 contains 47143 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55044 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43078 members 
Mstep: Class 17 contains 43438 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49454 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49416 members 
Mstep: Class 22 contains 2544 members 
Mstep: Class 23 contains 46043 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916040.000000 Penalty: 76758.679688
Iteration 377Q: 24 clusters Score -1.26916e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 44116 members 
Mstep: Class 3 contains 47498 members 
Mstep: Class 4 contains 46591 members 
Mstep: Class 5 contains 50904 members 
Mstep: Class 6 contains 45665 members 
Mstep: Class 8 contains 44997 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45301 members 
Mstep: Class 11 contains 47146 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55068 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43131 members 
Mstep: Class 17 contains 43439 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49471 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49404 members 
Mstep: Class 22 contains 2544 members 
Mstep: Class 23 contains 46037 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916008.000000 Penalty: 76758.679688
Iteration 378Q: 24 clusters Score -1.26916e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 44106 members 
Mstep: Class 3 contains 47474 members 
Mstep: Class 4 contains 46590 members 
Mstep: Class 5 contains 50883 members 
Mstep: Class 6 contains 45640 members 
Mstep: Class 8 contains 45012 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45293 members 
Mstep: Class 11 contains 47155 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55058 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43194 members 
Mstep: Class 17 contains 43479 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49480 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49381 members 
Mstep: Class 22 contains 2544 members 
Mstep: Class 23 contains 46026 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915880.000000 Penalty: 76758.679688
Iteration 379Q: 24 clusters Score -1.269159e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 44109 members 
Mstep: Class 3 contains 47455 members 
Mstep: Class 4 contains 46577 members 
Mstep: Class 5 contains 50855 members 
Mstep: Class 6 contains 45645 members 
Mstep: Class 8 contains 45029 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45292 members 
Mstep: Class 11 contains 47166 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55061 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43223 members 
Mstep: Class 17 contains 43497 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49490 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49352 members 
Mstep: Class 22 contains 2544 members 
Mstep: Class 23 contains 46017 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915976.000000 Penalty: 76758.679688
Iteration 380F: 24 clusters Score -1.26916e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 44122 members 
Mstep: Class 3 contains 47453 members 
Mstep: Class 4 contains 46544 members 
Mstep: Class 5 contains 50839 members 
Mstep: Class 6 contains 45639 members 
Mstep: Class 8 contains 45029 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45282 members 
Mstep: Class 11 contains 47162 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55090 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43251 members 
Mstep: Class 17 contains 43522 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49483 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49339 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 46015 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915952.000000 Penalty: 76758.679688
Iteration 381Q: 24 clusters Score -1.26916e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 44133 members 
Mstep: Class 3 contains 47457 members 
Mstep: Class 4 contains 46507 members 
Mstep: Class 5 contains 50853 members 
Mstep: Class 6 contains 45632 members 
Mstep: Class 8 contains 45026 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45280 members 
Mstep: Class 11 contains 47169 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55102 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43271 members 
Mstep: Class 17 contains 43538 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49478 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49326 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 46008 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915864.000000 Penalty: 76758.679688
Iteration 382Q: 24 clusters Score -1.269159e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 44138 members 
Mstep: Class 3 contains 47464 members 
Mstep: Class 4 contains 46443 members 
Mstep: Class 5 contains 50891 members 
Mstep: Class 6 contains 45608 members 
Mstep: Class 8 contains 45029 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45277 members 
Mstep: Class 11 contains 47170 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55121 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43286 members 
Mstep: Class 17 contains 43541 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49475 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49340 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 45998 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915968.000000 Penalty: 76758.679688
Iteration 383Q: 24 clusters Score -1.26916e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 44149 members 
Mstep: Class 3 contains 47451 members 
Mstep: Class 4 contains 46401 members 
Mstep: Class 5 contains 50897 members 
Mstep: Class 6 contains 45607 members 
Mstep: Class 8 contains 45028 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45253 members 
Mstep: Class 11 contains 47165 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55133 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43307 members 
Mstep: Class 17 contains 43545 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49489 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49357 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 45997 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915832.000000 Penalty: 76758.679688
Iteration 384Q: 24 clusters Score -1.269158e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 44148 members 
Mstep: Class 3 contains 47439 members 
Mstep: Class 4 contains 46358 members 
Mstep: Class 5 contains 50908 members 
Mstep: Class 6 contains 45613 members 
Mstep: Class 8 contains 45039 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45258 members 
Mstep: Class 11 contains 47161 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55145 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43335 members 
Mstep: Class 17 contains 43536 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49495 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49361 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 45984 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915656.000000 Penalty: 76758.679688
Iteration 385Q: 24 clusters Score -1.269157e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 44128 members 
Mstep: Class 3 contains 47451 members 
Mstep: Class 4 contains 46335 members 
Mstep: Class 5 contains 50903 members 
Mstep: Class 6 contains 45629 members 
Mstep: Class 8 contains 45048 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45245 members 
Mstep: Class 11 contains 47159 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55150 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43340 members 
Mstep: Class 17 contains 43536 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49511 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49369 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 45970 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915776.000000 Penalty: 76758.679688
Iteration 386Q: 24 clusters Score -1.269158e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 44102 members 
Mstep: Class 3 contains 47472 members 
Mstep: Class 4 contains 46310 members 
Mstep: Class 5 contains 50929 members 
Mstep: Class 6 contains 45612 members 
Mstep: Class 8 contains 45061 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45249 members 
Mstep: Class 11 contains 47173 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55147 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43346 members 
Mstep: Class 17 contains 43531 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49531 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49370 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 45946 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916152.000000 Penalty: 76758.679688
Iteration 387Q: 24 clusters Score -1.269162e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 44104 members 
Mstep: Class 3 contains 47474 members 
Mstep: Class 4 contains 46302 members 
Mstep: Class 5 contains 50940 members 
Mstep: Class 6 contains 45615 members 
Mstep: Class 8 contains 45082 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45259 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55147 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43341 members 
Mstep: Class 17 contains 43508 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49544 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49354 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 45920 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916088.000000 Penalty: 76758.679688
Iteration 388Q: 24 clusters Score -1.269161e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 44123 members 
Mstep: Class 3 contains 47481 members 
Mstep: Class 4 contains 46283 members 
Mstep: Class 5 contains 50923 members 
Mstep: Class 6 contains 45636 members 
Mstep: Class 8 contains 45100 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 47200 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55151 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43322 members 
Mstep: Class 17 contains 43507 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49541 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49342 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 45907 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916024.000000 Penalty: 76758.679688
Iteration 389Q: 24 clusters Score -1.26916e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 44134 members 
Mstep: Class 3 contains 47516 members 
Mstep: Class 4 contains 46249 members 
Mstep: Class 5 contains 50922 members 
Mstep: Class 6 contains 45629 members 
Mstep: Class 8 contains 45108 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 47217 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55157 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43321 members 
Mstep: Class 17 contains 43496 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49537 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49330 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 45896 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915904.000000 Penalty: 76758.679688
Iteration 390Q: 24 clusters Score -1.269159e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 44152 members 
Mstep: Class 3 contains 47554 members 
Mstep: Class 4 contains 46240 members 
Mstep: Class 5 contains 50880 members 
Mstep: Class 6 contains 45622 members 
Mstep: Class 8 contains 45140 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 45238 members 
Mstep: Class 11 contains 47230 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55166 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43326 members 
Mstep: Class 17 contains 43473 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49540 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49317 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 45874 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916296.000000 Penalty: 76758.679688
Iteration 391Q: 24 clusters Score -1.269163e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 44146 members 
Mstep: Class 3 contains 47587 members 
Mstep: Class 4 contains 46216 members 
Mstep: Class 5 contains 50868 members 
Mstep: Class 6 contains 45629 members 
Mstep: Class 8 contains 45158 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 45233 members 
Mstep: Class 11 contains 47245 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55179 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43333 members 
Mstep: Class 17 contains 43459 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49535 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49308 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 45847 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916448.000000 Penalty: 76758.679688
Iteration 392Q: 24 clusters Score -1.269164e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 44132 members 
Mstep: Class 3 contains 47582 members 
Mstep: Class 4 contains 46196 members 
Mstep: Class 5 contains 50860 members 
Mstep: Class 6 contains 45647 members 
Mstep: Class 8 contains 45163 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 45224 members 
Mstep: Class 11 contains 47258 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55172 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43345 members 
Mstep: Class 17 contains 43468 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49519 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49327 members 
Mstep: Class 22 contains 2545 members 
Mstep: Class 23 contains 45836 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916472.000000 Penalty: 76758.679688
Iteration 393Q: 24 clusters Score -1.269165e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 44128 members 
Mstep: Class 3 contains 47565 members 
Mstep: Class 4 contains 46190 members 
Mstep: Class 5 contains 50848 members 
Mstep: Class 6 contains 45635 members 
Mstep: Class 8 contains 45170 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 45201 members 
Mstep: Class 11 contains 47272 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55185 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43372 members 
Mstep: Class 17 contains 43468 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49516 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49333 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 45827 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916696.000000 Penalty: 76758.679688
Iteration 394Q: 24 clusters Score -1.269167e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 44118 members 
Mstep: Class 3 contains 47579 members 
Mstep: Class 4 contains 46185 members 
Mstep: Class 5 contains 50837 members 
Mstep: Class 6 contains 45614 members 
Mstep: Class 8 contains 45165 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45167 members 
Mstep: Class 11 contains 47284 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55200 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43387 members 
Mstep: Class 17 contains 43477 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49507 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49348 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 45832 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916544.000000 Penalty: 76758.679688
Iteration 395Q: 24 clusters Score -1.269165e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 44109 members 
Mstep: Class 3 contains 47589 members 
Mstep: Class 4 contains 46178 members 
Mstep: Class 5 contains 50813 members 
Mstep: Class 6 contains 45594 members 
Mstep: Class 8 contains 45156 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45163 members 
Mstep: Class 11 contains 47309 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55202 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43397 members 
Mstep: Class 17 contains 43487 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49520 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49349 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 45820 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916384.000000 Penalty: 76758.679688
Iteration 396Q: 24 clusters Score -1.269164e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 44102 members 
Mstep: Class 3 contains 47622 members 
Mstep: Class 4 contains 46159 members 
Mstep: Class 5 contains 50789 members 
Mstep: Class 6 contains 45614 members 
Mstep: Class 8 contains 45134 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45146 members 
Mstep: Class 11 contains 47322 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55197 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43392 members 
Mstep: Class 17 contains 43475 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49541 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49369 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 45809 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916440.000000 Penalty: 76758.679688
Iteration 397Q: 24 clusters Score -1.269164e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 44113 members 
Mstep: Class 3 contains 47637 members 
Mstep: Class 4 contains 46172 members 
Mstep: Class 5 contains 50737 members 
Mstep: Class 6 contains 45615 members 
Mstep: Class 8 contains 45116 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45157 members 
Mstep: Class 11 contains 47337 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55193 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43392 members 
Mstep: Class 17 contains 43463 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49557 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49388 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45781 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916624.000000 Penalty: 76758.679688
Iteration 398Q: 24 clusters Score -1.269166e+08 nChanged 1006
Entering ConstructFrom: 
Score: -126916624.000000 Penalty: 76758.679688
Entering ConstructFrom: 
Trying to split cluster 1 (33221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Entering Unmasked Estep 
Score: -5958063.000000 Penalty: 2581.912354
	Iteration 0F: 2 clusters Score -5958063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -5935513.500000 Penalty: 5163.824707
	Iteration 0F: 3 clusters Score -5935514 nChanged 15031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -5943683.000000 Penalty: 5163.824707
	Iteration 1F: 3 clusters Score -5943683 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -5944321.000000 Penalty: 5163.824707
	Iteration 2Q: 3 clusters Score -5944321 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -5945011.500000 Penalty: 5163.824707
	Iteration 3Q: 3 clusters Score -5945012 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -5945939.000000 Penalty: 5163.824707
	Iteration 4F: 3 clusters Score -5945939 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -5947125.500000 Penalty: 5163.824707
	Iteration 5F: 3 clusters Score -5947126 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -5948554.500000 Penalty: 5163.824707
	Iteration 6F: 3 clusters Score -5948554 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5950270.000000 Penalty: 5163.824707
	Iteration 7F: 3 clusters Score -5950270 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -5952099.500000 Penalty: 5163.824707
	Iteration 8F: 3 clusters Score -5952100 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -5953583.000000 Penalty: 5163.824707
	Iteration 9F: 3 clusters Score -5953583 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -5954703.500000 Penalty: 5163.824707
	Iteration 10Q: 3 clusters Score -5954704 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -5955620.000000 Penalty: 5163.824707
	Iteration 11Q: 3 clusters Score -5955620 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -5956050.000000 Penalty: 5163.824707
	Iteration 12Q: 3 clusters Score -5956050 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -5956184.000000 Penalty: 5163.824707
	Iteration 13Q: 3 clusters Score -5956184 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -5956239.000000 Penalty: 5163.824707
	Iteration 14Q: 3 clusters Score -5956239 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -5956278.500000 Penalty: 5163.824707
	Iteration 15Q: 3 clusters Score -5956278 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -5956296.000000 Penalty: 5163.824707
	Iteration 16Q: 3 clusters Score -5956296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -5956311.000000 Penalty: 5163.824707
	Iteration 17Q: 3 clusters Score -5956311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -5956321.000000 Penalty: 5163.824707
	Iteration 18Q: 3 clusters Score -5956321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -5956328.000000 Penalty: 5163.824707
	Iteration 19Q: 3 clusters Score -5956328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -5956327.500000 Penalty: 5163.824707
	Iteration 20F: 3 clusters Score -5956328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -5956349.000000 Penalty: 5163.824707
	Iteration 21Q: 3 clusters Score -5956349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -5956345.000000 Penalty: 5163.824707
	Iteration 22Q: 3 clusters Score -5956345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -5956340.500000 Penalty: 5163.824707
	Iteration 23Q: 3 clusters Score -5956340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -5956344.000000 Penalty: 5163.824707
	Iteration 24Q: 3 clusters Score -5956344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -5956338.000000 Penalty: 5163.824707
	Iteration 25Q: 3 clusters Score -5956338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -5956350.000000 Penalty: 5163.824707
	Iteration 26Q: 3 clusters Score -5956350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -5956344.000000 Penalty: 5163.824707
	Iteration 27Q: 3 clusters Score -5956344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -5956349.000000 Penalty: 5163.824707
	Iteration 28Q: 3 clusters Score -5956349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -5956349.000000 Penalty: 5163.824707
	Iteration 29Q: 3 clusters Score -5956349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -5956353.000000 Penalty: 5163.824707
	Iteration 30Q: 3 clusters Score -5956353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -5956357.000000 Penalty: 5163.824707
	Iteration 31Q: 3 clusters Score -5956357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -5956355.500000 Penalty: 5163.824707
	Iteration 32Q: 3 clusters Score -5956356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -5956364.000000 Penalty: 5163.824707
	Iteration 33Q: 3 clusters Score -5956364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -5956364.000000 Penalty: 5163.824707
	Iteration 34Q: 3 clusters Score -5956364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -5956367.500000 Penalty: 5163.824707
	Iteration 35Q: 3 clusters Score -5956368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -5956370.000000 Penalty: 5163.824707
	Iteration 36Q: 3 clusters Score -5956370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -5956376.000000 Penalty: 5163.824707
	Iteration 37Q: 3 clusters Score -5956376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -5956373.500000 Penalty: 5163.824707
	Iteration 38Q: 3 clusters Score -5956374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -5956371.500000 Penalty: 5163.824707
	Iteration 39Q: 3 clusters Score -5956372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -5956367.500000 Penalty: 5163.824707
	Iteration 40F: 3 clusters Score -5956368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Entering Unmasked Estep 
Score: -8151362.500000 Penalty: 2652.311523
	Iteration 0F: 2 clusters Score -8151362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -8122399.500000 Penalty: 5304.623047
	Iteration 0F: 3 clusters Score -8122400 nChanged 20270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -8133539.500000 Penalty: 5304.623047
	Iteration 1F: 3 clusters Score -8133540 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -8134057.000000 Penalty: 5304.623047
	Iteration 2Q: 3 clusters Score -8134057 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -8134565.000000 Penalty: 5304.623047
	Iteration 3Q: 3 clusters Score -8134565 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -8135229.500000 Penalty: 5304.623047
	Iteration 4Q: 3 clusters Score -8135230 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -8136137.000000 Penalty: 5304.623047
	Iteration 5Q: 3 clusters Score -8136137 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -8137585.500000 Penalty: 5304.623047
	Iteration 6F: 3 clusters Score -8137586 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -8139700.500000 Penalty: 5304.623047
	Iteration 7F: 3 clusters Score -8139700 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -8142484.500000 Penalty: 5304.623047
	Iteration 8F: 3 clusters Score -8142484 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -8145259.000000 Penalty: 5304.623047
	Iteration 9F: 3 clusters Score -8145259 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -8147500.000000 Penalty: 5304.623047
	Iteration 10F: 3 clusters Score -8147500 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -8148693.000000 Penalty: 5304.623047
	Iteration 11Q: 3 clusters Score -8148693 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -8149199.000000 Penalty: 5304.623047
	Iteration 12Q: 3 clusters Score -8149199 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -8149411.000000 Penalty: 5304.623047
	Iteration 13Q: 3 clusters Score -8149411 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -8149537.500000 Penalty: 5304.623047
	Iteration 14Q: 3 clusters Score -8149538 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -8149608.000000 Penalty: 5304.623047
	Iteration 15Q: 3 clusters Score -8149608 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -8149668.000000 Penalty: 5304.623047
	Iteration 16Q: 3 clusters Score -8149668 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -8149713.500000 Penalty: 5304.623047
	Iteration 17Q: 3 clusters Score -8149714 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -8149750.500000 Penalty: 5304.623047
	Iteration 18Q: 3 clusters Score -8149750 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -8149735.000000 Penalty: 5304.623047
	Iteration 19Q: 3 clusters Score -8149735 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -8149763.000000 Penalty: 5304.623047
	Iteration 20F: 3 clusters Score -8149763 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -8149788.500000 Penalty: 5304.623047
	Iteration 21Q: 3 clusters Score -8149788 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -8149825.500000 Penalty: 5304.623047
	Iteration 22Q: 3 clusters Score -8149826 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -8149858.000000 Penalty: 5304.623047
	Iteration 23Q: 3 clusters Score -8149858 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -8149869.000000 Penalty: 5304.623047
	Iteration 24Q: 3 clusters Score -8149869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -8149882.000000 Penalty: 5304.623047
	Iteration 25Q: 3 clusters Score -8149882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -8149909.000000 Penalty: 5304.623047
	Iteration 26Q: 3 clusters Score -8149909 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -8149926.000000 Penalty: 5304.623047
	Iteration 27Q: 3 clusters Score -8149926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -8149921.500000 Penalty: 5304.623047
	Iteration 28Q: 3 clusters Score -8149922 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -8149947.500000 Penalty: 5304.623047
	Iteration 29Q: 3 clusters Score -8149948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -8149946.500000 Penalty: 5304.623047
	Iteration 30Q: 3 clusters Score -8149946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -8149962.500000 Penalty: 5304.623047
	Iteration 31Q: 3 clusters Score -8149962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -8149976.500000 Penalty: 5304.623047
	Iteration 32Q: 3 clusters Score -8149976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -8149950.500000 Penalty: 5304.623047
	Iteration 33Q: 3 clusters Score -8149950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -8149967.500000 Penalty: 5304.623047
	Iteration 34Q: 3 clusters Score -8149968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -8149986.000000 Penalty: 5304.623047
	Iteration 35Q: 3 clusters Score -8149986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -8150017.500000 Penalty: 5304.623047
	Iteration 36Q: 3 clusters Score -8150018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -8150023.000000 Penalty: 5304.623047
	Iteration 37Q: 3 clusters Score -8150023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -8150012.000000 Penalty: 5304.623047
	Iteration 38Q: 3 clusters Score -8150012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -8150014.500000 Penalty: 5304.623047
	Iteration 39Q: 3 clusters Score -8150014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -8150020.500000 Penalty: 5304.623047
	Iteration 40F: 3 clusters Score -8150020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -8150012.500000 Penalty: 5304.623047
	Iteration 41Q: 3 clusters Score -8150012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -8150021.000000 Penalty: 5304.623047
	Iteration 42Q: 3 clusters Score -8150021 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -8150022.000000 Penalty: 5304.623047
	Iteration 43Q: 3 clusters Score -8150022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -8150015.500000 Penalty: 5304.623047
	Iteration 44Q: 3 clusters Score -8150016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -8150014.000000 Penalty: 5304.623047
	Iteration 45Q: 3 clusters Score -8150014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -8150015.500000 Penalty: 5304.623047
	Iteration 46Q: 3 clusters Score -8150016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -8150024.000000 Penalty: 5304.623047
	Iteration 47Q: 3 clusters Score -8150024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -8150025.500000 Penalty: 5304.623047
	Iteration 48Q: 3 clusters Score -8150026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -8150021.500000 Penalty: 5304.623047
	Iteration 49Q: 3 clusters Score -8150022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -8150024.000000 Penalty: 5304.623047
	Iteration 50Q: 3 clusters Score -8150024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -8150027.000000 Penalty: 5304.623047
	Iteration 51Q: 3 clusters Score -8150027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -8150026.000000 Penalty: 5304.623047
	Iteration 52Q: 3 clusters Score -8150026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -8150029.500000 Penalty: 5304.623047
	Iteration 53Q: 3 clusters Score -8150030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -8150033.500000 Penalty: 5304.623047
	Iteration 54Q: 3 clusters Score -8150034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -8150023.500000 Penalty: 5304.623047
	Iteration 55Q: 3 clusters Score -8150024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -8150030.000000 Penalty: 5304.623047
	Iteration 56Q: 3 clusters Score -8150030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -8150037.000000 Penalty: 5304.623047
	Iteration 57Q: 3 clusters Score -8150037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -8150034.000000 Penalty: 5304.623047
	Iteration 58Q: 3 clusters Score -8150034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -8150031.500000 Penalty: 5304.623047
	Iteration 59Q: 3 clusters Score -8150032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -8150035.500000 Penalty: 5304.623047
	Iteration 60F: 3 clusters Score -8150036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -8150040.500000 Penalty: 5304.623047
	Iteration 61Q: 3 clusters Score -8150040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -8150035.000000 Penalty: 5304.623047
	Iteration 62Q: 3 clusters Score -8150035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -8150033.500000 Penalty: 5304.623047
	Iteration 63Q: 3 clusters Score -8150034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -8150032.500000 Penalty: 5304.623047
	Iteration 64Q: 3 clusters Score -8150032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -8150030.500000 Penalty: 5304.623047
	Iteration 65Q: 3 clusters Score -8150030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -8150030.500000 Penalty: 5304.623047
	Iteration 66F: 3 clusters Score -8150030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Entering Unmasked Estep 
Score: -8942514.000000 Penalty: 2671.371338
	Iteration 0F: 2 clusters Score -8942514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -8914376.000000 Penalty: 5342.742676
	Iteration 0F: 3 clusters Score -8914376 nChanged 22023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -8926655.000000 Penalty: 5342.742676
	Iteration 1F: 3 clusters Score -8926655 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -8927288.000000 Penalty: 5342.742676
	Iteration 2Q: 3 clusters Score -8927288 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -8927954.000000 Penalty: 5342.742676
	Iteration 3Q: 3 clusters Score -8927954 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -8928911.000000 Penalty: 5342.742676
	Iteration 4Q: 3 clusters Score -8928911 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -8930610.000000 Penalty: 5342.742676
	Iteration 5F: 3 clusters Score -8930610 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -8933227.000000 Penalty: 5342.742676
	Iteration 6F: 3 clusters Score -8933227 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -8936309.000000 Penalty: 5342.742676
	Iteration 7F: 3 clusters Score -8936309 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -8938690.000000 Penalty: 5342.742676
	Iteration 8F: 3 clusters Score -8938690 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -8939691.000000 Penalty: 5342.742676
	Iteration 9Q: 3 clusters Score -8939691 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -8940027.000000 Penalty: 5342.742676
	Iteration 10Q: 3 clusters Score -8940027 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -8940144.000000 Penalty: 5342.742676
	Iteration 11Q: 3 clusters Score -8940144 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -8940241.000000 Penalty: 5342.742676
	Iteration 12Q: 3 clusters Score -8940241 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -8940307.000000 Penalty: 5342.742676
	Iteration 13Q: 3 clusters Score -8940307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -8940327.000000 Penalty: 5342.742676
	Iteration 14Q: 3 clusters Score -8940327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -8940345.000000 Penalty: 5342.742676
	Iteration 15Q: 3 clusters Score -8940345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -8940342.000000 Penalty: 5342.742676
	Iteration 16Q: 3 clusters Score -8940342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -8940343.000000 Penalty: 5342.742676
	Iteration 17Q: 3 clusters Score -8940343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -8940352.000000 Penalty: 5342.742676
	Iteration 18Q: 3 clusters Score -8940352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -8940356.000000 Penalty: 5342.742676
	Iteration 19Q: 3 clusters Score -8940356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -8940360.000000 Penalty: 5342.742676
	Iteration 20F: 3 clusters Score -8940360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -8940365.000000 Penalty: 5342.742676
	Iteration 21Q: 3 clusters Score -8940365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -8940368.000000 Penalty: 5342.742676
	Iteration 22Q: 3 clusters Score -8940368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -8940368.000000 Penalty: 5342.742676
	Iteration 23Q: 3 clusters Score -8940368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -8940368.000000 Penalty: 5342.742676
	Iteration 24F: 3 clusters Score -8940368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Entering Unmasked Estep 
Score: -8498020.000000 Penalty: 2663.482178
	Iteration 0F: 2 clusters Score -8498020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -8468252.000000 Penalty: 5326.964355
	Iteration 0F: 3 clusters Score -8468252 nChanged 21171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -8479841.000000 Penalty: 5326.964355
	Iteration 1F: 3 clusters Score -8479841 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -8480597.000000 Penalty: 5326.964355
	Iteration 2Q: 3 clusters Score -8480597 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -8481494.000000 Penalty: 5326.964355
	Iteration 3Q: 3 clusters Score -8481494 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -8482557.000000 Penalty: 5326.964355
	Iteration 4Q: 3 clusters Score -8482557 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -8483831.000000 Penalty: 5326.964355
	Iteration 5F: 3 clusters Score -8483831 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -8485199.000000 Penalty: 5326.964355
	Iteration 6F: 3 clusters Score -8485199 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -8486931.000000 Penalty: 5326.964355
	Iteration 7F: 3 clusters Score -8486931 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -8488882.000000 Penalty: 5326.964355
	Iteration 8F: 3 clusters Score -8488882 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -8491068.000000 Penalty: 5326.964355
	Iteration 9F: 3 clusters Score -8491068 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -8492819.000000 Penalty: 5326.964355
	Iteration 10F: 3 clusters Score -8492819 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -8493572.000000 Penalty: 5326.964355
	Iteration 11Q: 3 clusters Score -8493572 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -8494037.000000 Penalty: 5326.964355
	Iteration 12Q: 3 clusters Score -8494037 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -8494305.000000 Penalty: 5326.964355
	Iteration 13Q: 3 clusters Score -8494305 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -8494563.000000 Penalty: 5326.964355
	Iteration 14Q: 3 clusters Score -8494563 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -8494791.000000 Penalty: 5326.964355
	Iteration 15Q: 3 clusters Score -8494791 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -8494983.000000 Penalty: 5326.964355
	Iteration 16Q: 3 clusters Score -8494983 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -8495126.000000 Penalty: 5326.964355
	Iteration 17Q: 3 clusters Score -8495126 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -8495296.000000 Penalty: 5326.964355
	Iteration 18Q: 3 clusters Score -8495296 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -8495392.000000 Penalty: 5326.964355
	Iteration 19Q: 3 clusters Score -8495392 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -8495492.000000 Penalty: 5326.964355
	Iteration 20F: 3 clusters Score -8495492 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -8495570.000000 Penalty: 5326.964355
	Iteration 21Q: 3 clusters Score -8495570 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -8495664.000000 Penalty: 5326.964355
	Iteration 22Q: 3 clusters Score -8495664 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -8495747.000000 Penalty: 5326.964355
	Iteration 23Q: 3 clusters Score -8495747 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -8495839.000000 Penalty: 5326.964355
	Iteration 24Q: 3 clusters Score -8495839 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -8495924.000000 Penalty: 5326.964355
	Iteration 25Q: 3 clusters Score -8495924 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -8496004.000000 Penalty: 5326.964355
	Iteration 26Q: 3 clusters Score -8496004 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -8496072.000000 Penalty: 5326.964355
	Iteration 27Q: 3 clusters Score -8496072 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -8496139.000000 Penalty: 5326.964355
	Iteration 28Q: 3 clusters Score -8496139 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -8496203.000000 Penalty: 5326.964355
	Iteration 29Q: 3 clusters Score -8496203 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -8496265.000000 Penalty: 5326.964355
	Iteration 30Q: 3 clusters Score -8496265 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -8496332.000000 Penalty: 5326.964355
	Iteration 31Q: 3 clusters Score -8496332 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -8496374.000000 Penalty: 5326.964355
	Iteration 32Q: 3 clusters Score -8496374 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -8496437.000000 Penalty: 5326.964355
	Iteration 33Q: 3 clusters Score -8496437 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -8496528.000000 Penalty: 5326.964355
	Iteration 34Q: 3 clusters Score -8496528 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -8496580.000000 Penalty: 5326.964355
	Iteration 35Q: 3 clusters Score -8496580 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -8496622.000000 Penalty: 5326.964355
	Iteration 36Q: 3 clusters Score -8496622 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -8496719.000000 Penalty: 5326.964355
	Iteration 37Q: 3 clusters Score -8496719 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -8496758.000000 Penalty: 5326.964355
	Iteration 38Q: 3 clusters Score -8496758 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -8496824.000000 Penalty: 5326.964355
	Iteration 39Q: 3 clusters Score -8496824 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -8496902.000000 Penalty: 5326.964355
	Iteration 40F: 3 clusters Score -8496902 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -8496946.000000 Penalty: 5326.964355
	Iteration 41Q: 3 clusters Score -8496946 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -8496997.000000 Penalty: 5326.964355
	Iteration 42Q: 3 clusters Score -8496997 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -8497075.000000 Penalty: 5326.964355
	Iteration 43Q: 3 clusters Score -8497075 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -8497086.000000 Penalty: 5326.964355
	Iteration 44Q: 3 clusters Score -8497086 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -8497155.000000 Penalty: 5326.964355
	Iteration 45Q: 3 clusters Score -8497155 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -8497216.000000 Penalty: 5326.964355
	Iteration 46Q: 3 clusters Score -8497216 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -8497233.000000 Penalty: 5326.964355
	Iteration 47Q: 3 clusters Score -8497233 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -8497241.000000 Penalty: 5326.964355
	Iteration 48Q: 3 clusters Score -8497241 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -8497269.000000 Penalty: 5326.964355
	Iteration 49Q: 3 clusters Score -8497269 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -8497299.000000 Penalty: 5326.964355
	Iteration 50Q: 3 clusters Score -8497299 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -8497359.000000 Penalty: 5326.964355
	Iteration 51Q: 3 clusters Score -8497359 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -8497373.000000 Penalty: 5326.964355
	Iteration 52Q: 3 clusters Score -8497373 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -8497404.000000 Penalty: 5326.964355
	Iteration 53Q: 3 clusters Score -8497404 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -8497407.000000 Penalty: 5326.964355
	Iteration 54Q: 3 clusters Score -8497407 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -8497410.000000 Penalty: 5326.964355
	Iteration 55Q: 3 clusters Score -8497410 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -8497417.000000 Penalty: 5326.964355
	Iteration 56Q: 3 clusters Score -8497417 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -8497436.000000 Penalty: 5326.964355
	Iteration 57Q: 3 clusters Score -8497436 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -8497432.000000 Penalty: 5326.964355
	Iteration 58Q: 3 clusters Score -8497432 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -8497448.000000 Penalty: 5326.964355
	Iteration 59Q: 3 clusters Score -8497448 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -8497401.000000 Penalty: 5326.964355
	Iteration 60F: 3 clusters Score -8497401 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8497415.000000 Penalty: 5326.964355
	Iteration 61Q: 3 clusters Score -8497415 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -8497422.000000 Penalty: 5326.964355
	Iteration 62Q: 3 clusters Score -8497422 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -8497414.000000 Penalty: 5326.964355
	Iteration 63Q: 3 clusters Score -8497414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -8497427.000000 Penalty: 5326.964355
	Iteration 64Q: 3 clusters Score -8497427 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -8497447.000000 Penalty: 5326.964355
	Iteration 65Q: 3 clusters Score -8497447 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -8497421.000000 Penalty: 5326.964355
	Iteration 66Q: 3 clusters Score -8497421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -8497429.000000 Penalty: 5326.964355
	Iteration 67Q: 3 clusters Score -8497429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -8497411.000000 Penalty: 5326.964355
	Iteration 68Q: 3 clusters Score -8497411 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8497414.000000 Penalty: 5326.964355
	Iteration 69Q: 3 clusters Score -8497414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -8497413.000000 Penalty: 5326.964355
	Iteration 70Q: 3 clusters Score -8497413 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8497429.000000 Penalty: 5326.964355
	Iteration 71Q: 3 clusters Score -8497429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -8497417.000000 Penalty: 5326.964355
	Iteration 72Q: 3 clusters Score -8497417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -8497418.000000 Penalty: 5326.964355
	Iteration 73Q: 3 clusters Score -8497418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -8497414.000000 Penalty: 5326.964355
	Iteration 74Q: 3 clusters Score -8497414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -8497405.000000 Penalty: 5326.964355
	Iteration 75Q: 3 clusters Score -8497405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8497398.000000 Penalty: 5326.964355
	Iteration 76Q: 3 clusters Score -8497398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -8497403.000000 Penalty: 5326.964355
	Iteration 77Q: 3 clusters Score -8497403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -8497381.000000 Penalty: 5326.964355
	Iteration 78Q: 3 clusters Score -8497381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -8497376.000000 Penalty: 5326.964355
	Iteration 79Q: 3 clusters Score -8497376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -8497380.000000 Penalty: 5326.964355
	Iteration 80F: 3 clusters Score -8497380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -8497386.000000 Penalty: 5326.964355
	Iteration 81Q: 3 clusters Score -8497386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -8497396.000000 Penalty: 5326.964355
	Iteration 82Q: 3 clusters Score -8497396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -8497389.000000 Penalty: 5326.964355
	Iteration 83Q: 3 clusters Score -8497389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -8497388.000000 Penalty: 5326.964355
	Iteration 84Q: 3 clusters Score -8497388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -8497390.000000 Penalty: 5326.964355
	Iteration 85Q: 3 clusters Score -8497390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -8497389.000000 Penalty: 5326.964355
	Iteration 86Q: 3 clusters Score -8497389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -8497378.000000 Penalty: 5326.964355
	Iteration 87Q: 3 clusters Score -8497378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -8497384.000000 Penalty: 5326.964355
	Iteration 88Q: 3 clusters Score -8497384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -8497381.000000 Penalty: 5326.964355
	Iteration 89Q: 3 clusters Score -8497381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -8497377.000000 Penalty: 5326.964355
	Iteration 90Q: 3 clusters Score -8497377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -8497374.000000 Penalty: 5326.964355
	Iteration 91Q: 3 clusters Score -8497374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8497378.000000 Penalty: 5326.964355
	Iteration 92Q: 3 clusters Score -8497378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -8497384.000000 Penalty: 5326.964355
	Iteration 93Q: 3 clusters Score -8497384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -8497390.000000 Penalty: 5326.964355
	Iteration 94Q: 3 clusters Score -8497390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -8497394.000000 Penalty: 5326.964355
	Iteration 95Q: 3 clusters Score -8497394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -8497387.000000 Penalty: 5326.964355
	Iteration 96Q: 3 clusters Score -8497387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -8497391.000000 Penalty: 5326.964355
	Iteration 97Q: 3 clusters Score -8497391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -8497383.000000 Penalty: 5326.964355
	Iteration 98Q: 3 clusters Score -8497383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -8497377.000000 Penalty: 5326.964355
	Iteration 99Q: 3 clusters Score -8497377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8497380.000000 Penalty: 5326.964355
	Iteration 100F: 3 clusters Score -8497380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Entering Unmasked Estep 
Score: -9463661.000000 Penalty: 2686.718506
	Iteration 0F: 2 clusters Score -9463661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -9434460.000000 Penalty: 5373.437012
	Iteration 0F: 3 clusters Score -9434460 nChanged 23455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -9447376.000000 Penalty: 5373.437012
	Iteration 1F: 3 clusters Score -9447376 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -9447908.000000 Penalty: 5373.437012
	Iteration 2Q: 3 clusters Score -9447908 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -9448576.000000 Penalty: 5373.437012
	Iteration 3Q: 3 clusters Score -9448576 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -9449391.000000 Penalty: 5373.437012
	Iteration 4Q: 3 clusters Score -9449391 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -9450591.000000 Penalty: 5373.437012
	Iteration 5Q: 3 clusters Score -9450591 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -9452170.000000 Penalty: 5373.437012
	Iteration 6F: 3 clusters Score -9452170 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -9454484.000000 Penalty: 5373.437012
	Iteration 7F: 3 clusters Score -9454484 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -9457045.000000 Penalty: 5373.437012
	Iteration 8F: 3 clusters Score -9457045 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -9459129.000000 Penalty: 5373.437012
	Iteration 9F: 3 clusters Score -9459129 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -9460082.000000 Penalty: 5373.437012
	Iteration 10Q: 3 clusters Score -9460082 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -9460440.000000 Penalty: 5373.437012
	Iteration 11Q: 3 clusters Score -9460440 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -9460552.000000 Penalty: 5373.437012
	Iteration 12Q: 3 clusters Score -9460552 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -9460656.000000 Penalty: 5373.437012
	Iteration 13Q: 3 clusters Score -9460656 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -9460754.000000 Penalty: 5373.437012
	Iteration 14Q: 3 clusters Score -9460754 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -9460837.000000 Penalty: 5373.437012
	Iteration 15Q: 3 clusters Score -9460837 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -9460905.000000 Penalty: 5373.437012
	Iteration 16Q: 3 clusters Score -9460905 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -9460956.000000 Penalty: 5373.437012
	Iteration 17Q: 3 clusters Score -9460956 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -9461011.000000 Penalty: 5373.437012
	Iteration 18Q: 3 clusters Score -9461011 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -9461057.000000 Penalty: 5373.437012
	Iteration 19Q: 3 clusters Score -9461057 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -9461072.000000 Penalty: 5373.437012
	Iteration 20F: 3 clusters Score -9461072 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -9461095.000000 Penalty: 5373.437012
	Iteration 21Q: 3 clusters Score -9461095 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -9461111.000000 Penalty: 5373.437012
	Iteration 22Q: 3 clusters Score -9461111 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -9461161.000000 Penalty: 5373.437012
	Iteration 23Q: 3 clusters Score -9461161 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -9461197.000000 Penalty: 5373.437012
	Iteration 24Q: 3 clusters Score -9461197 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -9461195.000000 Penalty: 5373.437012
	Iteration 25Q: 3 clusters Score -9461195 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -9461238.000000 Penalty: 5373.437012
	Iteration 26Q: 3 clusters Score -9461238 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -9461244.000000 Penalty: 5373.437012
	Iteration 27Q: 3 clusters Score -9461244 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -9461261.000000 Penalty: 5373.437012
	Iteration 28Q: 3 clusters Score -9461261 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -9461301.000000 Penalty: 5373.437012
	Iteration 29Q: 3 clusters Score -9461301 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -9461307.000000 Penalty: 5373.437012
	Iteration 30Q: 3 clusters Score -9461307 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -9461308.000000 Penalty: 5373.437012
	Iteration 31Q: 3 clusters Score -9461308 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -9461311.000000 Penalty: 5373.437012
	Iteration 32Q: 3 clusters Score -9461311 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9461321 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9461351 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9461397 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -9461426.000000 Penalty: 5373.437012
	Iteration 36Q: 3 clusters Score -9461426 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9461398 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9461405 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -9461419.000000 Penalty: 5373.437012
	Iteration 39Q: 3 clusters Score -9461419 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -9461414.000000 Penalty: 5373.437012
	Iteration 40F: 3 clusters Score -9461414 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9461399 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9461427 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9461447 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9461484 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9461547 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9461583 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -9461636.000000 Penalty: 5373.437012
	Iteration 47Q: 3 clusters Score -9461636 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -9461641.000000 Penalty: 5373.437012
	Iteration 48Q: 3 clusters Score -9461641 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9461674 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -9461737.000000 Penalty: 5373.437012
	Iteration 50Q: 3 clusters Score -9461737 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9461766 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -9461795.000000 Penalty: 5373.437012
	Iteration 52Q: 3 clusters Score -9461795 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -9461839.000000 Penalty: 5373.437012
	Iteration 53Q: 3 clusters Score -9461839 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9461864 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9461904 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9461988 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9462035 nChanged 424
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9462088 nChanged 440
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9462129 nChanged 463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -9462207.000000 Penalty: 5373.437012
	Iteration 60F: 3 clusters Score -9462207 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9462273 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9462337 nChanged 450
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9462411 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9462486 nChanged 468
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9462559 nChanged 496
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9462644 nChanged 523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9462718 nChanged 530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9462755 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9462840 nChanged 488
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -9462922.000000 Penalty: 5373.437012
	Iteration 70Q: 3 clusters Score -9462922 nChanged 511
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -9463036.000000 Penalty: 5373.437012
	Iteration 71Q: 3 clusters Score -9463036 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9463053 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -9463103.000000 Penalty: 5373.437012
	Iteration 73Q: 3 clusters Score -9463103 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -9463139.000000 Penalty: 5373.437012
	Iteration 74Q: 3 clusters Score -9463139 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -9463171.000000 Penalty: 5373.437012
	Iteration 75Q: 3 clusters Score -9463171 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -9463185.000000 Penalty: 5373.437012
	Iteration 76Q: 3 clusters Score -9463185 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -9463161.000000 Penalty: 5373.437012
	Iteration 77Q: 3 clusters Score -9463161 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -9463153.000000 Penalty: 5373.437012
	Iteration 78Q: 3 clusters Score -9463153 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -9463165.000000 Penalty: 5373.437012
	Iteration 79Q: 3 clusters Score -9463165 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -9463163.000000 Penalty: 5373.437012
	Iteration 80F: 3 clusters Score -9463163 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -9463159.000000 Penalty: 5373.437012
	Iteration 81Q: 3 clusters Score -9463159 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9463170 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9463185 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9463168 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -9463151.000000 Penalty: 5373.437012
	Iteration 85Q: 3 clusters Score -9463151 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -9463143.000000 Penalty: 5373.437012
	Iteration 86Q: 3 clusters Score -9463143 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9463144 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -9463116.000000 Penalty: 5373.437012
	Iteration 88Q: 3 clusters Score -9463116 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9463105 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9463105 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9463106 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9463099 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9463115 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9463129 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -9463120.000000 Penalty: 5373.437012
	Iteration 95Q: 3 clusters Score -9463120 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -9463140.000000 Penalty: 5373.437012
	Iteration 96Q: 3 clusters Score -9463140 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -9463136.000000 Penalty: 5373.437012
	Iteration 97Q: 3 clusters Score -9463136 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9463139 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9463154 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9463158 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -9463173.000000 Penalty: 5373.437012
	Iteration 101Q: 3 clusters Score -9463173 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -9463180.000000 Penalty: 5373.437012
	Iteration 102Q: 3 clusters Score -9463180 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9463176 nChanged 30
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Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9463176 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9463158 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9463154 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9463151 nChanged 34
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Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9463147 nChanged 35
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Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9463152 nChanged 36
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Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9463142 nChanged 38
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9463145 nChanged 33
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Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9463157 nChanged 30
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Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9463159 nChanged 27
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9463161 nChanged 29
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9463154 nChanged 27
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9463167 nChanged 28
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9463168 nChanged 38
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9463144 nChanged 36
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9463165 nChanged 27
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9463141 nChanged 16
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9463148 nChanged 24
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Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9463148 nChanged 28
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9463144 nChanged 24
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Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9463160 nChanged 26
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	Iteration 125Q: 3 clusters Score -9463158 nChanged 26
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Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9463155 nChanged 20
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Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -9463151.000000 Penalty: 5373.437012
	Iteration 127Q: 3 clusters Score -9463151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -9463158.000000 Penalty: 5373.437012
	Iteration 128Q: 3 clusters Score -9463158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -9463151.000000 Penalty: 5373.437012
	Iteration 129Q: 3 clusters Score -9463151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -9463155.000000 Penalty: 5373.437012
	Iteration 130Q: 3 clusters Score -9463155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -9463159.000000 Penalty: 5373.437012
	Iteration 131Q: 3 clusters Score -9463159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -9463164.000000 Penalty: 5373.437012
	Iteration 132Q: 3 clusters Score -9463164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -9463164.000000 Penalty: 5373.437012
	Iteration 133Q: 3 clusters Score -9463164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -9463165.000000 Penalty: 5373.437012
	Iteration 134Q: 3 clusters Score -9463165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -9463171.000000 Penalty: 5373.437012
	Iteration 135Q: 3 clusters Score -9463171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -9463166.000000 Penalty: 5373.437012
	Iteration 136Q: 3 clusters Score -9463166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -9463171.000000 Penalty: 5373.437012
	Iteration 137Q: 3 clusters Score -9463171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -9463161.000000 Penalty: 5373.437012
	Iteration 138Q: 3 clusters Score -9463161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -9463171.000000 Penalty: 5373.437012
	Iteration 139Q: 3 clusters Score -9463171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -9463167.000000 Penalty: 5373.437012
	Iteration 140F: 3 clusters Score -9463167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -9463171.000000 Penalty: 5373.437012
	Iteration 141Q: 3 clusters Score -9463171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -9463179.000000 Penalty: 5373.437012
	Iteration 142Q: 3 clusters Score -9463179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -9463175.000000 Penalty: 5373.437012
	Iteration 143Q: 3 clusters Score -9463175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -9463175.000000 Penalty: 5373.437012
	Iteration 144Q: 3 clusters Score -9463175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -9463192.000000 Penalty: 5373.437012
	Iteration 145Q: 3 clusters Score -9463192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -9463192.000000 Penalty: 5373.437012
	Iteration 146Q: 3 clusters Score -9463192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -9463186.000000 Penalty: 5373.437012
	Iteration 147Q: 3 clusters Score -9463186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -9463187.000000 Penalty: 5373.437012
	Iteration 148Q: 3 clusters Score -9463187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -9463194.000000 Penalty: 5373.437012
	Iteration 149Q: 3 clusters Score -9463194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -9463187.000000 Penalty: 5373.437012
	Iteration 150Q: 3 clusters Score -9463187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -9463187.000000 Penalty: 5373.437012
	Iteration 151F: 3 clusters Score -9463187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Entering Unmasked Estep 
Score: -8440348.000000 Penalty: 2660.623535
	Iteration 0F: 2 clusters Score -8440348 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 22589 members 
Entering Unmasked Estep 
Score: -8411065.000000 Penalty: 5321.247070
	Iteration 0F: 3 clusters Score -8411065 nChanged 20831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -8422587.000000 Penalty: 5321.247070
	Iteration 1F: 3 clusters Score -8422587 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -8423256.000000 Penalty: 5321.247070
	Iteration 2Q: 3 clusters Score -8423256 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -8424128.000000 Penalty: 5321.247070
	Iteration 3Q: 3 clusters Score -8424128 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -8425415.000000 Penalty: 5321.247070
	Iteration 4F: 3 clusters Score -8425415 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -8427364.000000 Penalty: 5321.247070
	Iteration 5F: 3 clusters Score -8427364 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -8429862.000000 Penalty: 5321.247070
	Iteration 6F: 3 clusters Score -8429862 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -8432643.000000 Penalty: 5321.247070
	Iteration 7F: 3 clusters Score -8432643 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -8435271.000000 Penalty: 5321.247070
	Iteration 8F: 3 clusters Score -8435271 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8436882.000000 Penalty: 5321.247070
	Iteration 9Q: 3 clusters Score -8436882 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8437500.000000 Penalty: 5321.247070
	Iteration 10Q: 3 clusters Score -8437500 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8437780.000000 Penalty: 5321.247070
	Iteration 11Q: 3 clusters Score -8437780 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8437915.000000 Penalty: 5321.247070
	Iteration 12Q: 3 clusters Score -8437915 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8437993.000000 Penalty: 5321.247070
	Iteration 13Q: 3 clusters Score -8437993 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8438028.000000 Penalty: 5321.247070
	Iteration 14Q: 3 clusters Score -8438028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8438060.000000 Penalty: 5321.247070
	Iteration 15Q: 3 clusters Score -8438060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8438081.000000 Penalty: 5321.247070
	Iteration 16Q: 3 clusters Score -8438081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8438103.000000 Penalty: 5321.247070
	Iteration 17Q: 3 clusters Score -8438103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8438109.000000 Penalty: 5321.247070
	Iteration 18Q: 3 clusters Score -8438109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8438113.000000 Penalty: 5321.247070
	Iteration 19Q: 3 clusters Score -8438113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8438128.000000 Penalty: 5321.247070
	Iteration 20F: 3 clusters Score -8438128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8438139.000000 Penalty: 5321.247070
	Iteration 21Q: 3 clusters Score -8438139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8438143.000000 Penalty: 5321.247070
	Iteration 22Q: 3 clusters Score -8438143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8438153.000000 Penalty: 5321.247070
	Iteration 23Q: 3 clusters Score -8438153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8438154.000000 Penalty: 5321.247070
	Iteration 24Q: 3 clusters Score -8438154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8438160.000000 Penalty: 5321.247070
	Iteration 25Q: 3 clusters Score -8438160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8438168.000000 Penalty: 5321.247070
	Iteration 26Q: 3 clusters Score -8438168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8438169.000000 Penalty: 5321.247070
	Iteration 27Q: 3 clusters Score -8438169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8438172.000000 Penalty: 5321.247070
	Iteration 28Q: 3 clusters Score -8438172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8438172.000000 Penalty: 5321.247070
	Iteration 29Q: 3 clusters Score -8438172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8438180.000000 Penalty: 5321.247070
	Iteration 30Q: 3 clusters Score -8438180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8438175.000000 Penalty: 5321.247070
	Iteration 31Q: 3 clusters Score -8438175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8438175.000000 Penalty: 5321.247070
	Iteration 32Q: 3 clusters Score -8438175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8438175.000000 Penalty: 5321.247070
	Iteration 33Q: 3 clusters Score -8438175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8438175.000000 Penalty: 5321.247070
	Iteration 34F: 3 clusters Score -8438175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Entering Unmasked Estep 
Score: -8310015.000000 Penalty: 2657.830566
	Iteration 0F: 2 clusters Score -8310015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -8280414.000000 Penalty: 5315.661133
	Iteration 0F: 3 clusters Score -8280414 nChanged 20715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -8291790.500000 Penalty: 5315.661133
	Iteration 1F: 3 clusters Score -8291790 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -8292221.000000 Penalty: 5315.661133
	Iteration 2Q: 3 clusters Score -8292221 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -8292698.000000 Penalty: 5315.661133
	Iteration 3Q: 3 clusters Score -8292698 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -8293158.500000 Penalty: 5315.661133
	Iteration 4Q: 3 clusters Score -8293158 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -8293819.500000 Penalty: 5315.661133
	Iteration 5Q: 3 clusters Score -8293820 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -8294730.500000 Penalty: 5315.661133
	Iteration 6Q: 3 clusters Score -8294730 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -8296121.500000 Penalty: 5315.661133
	Iteration 7F: 3 clusters Score -8296122 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -8298286.500000 Penalty: 5315.661133
	Iteration 8F: 3 clusters Score -8298286 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -8301218.500000 Penalty: 5315.661133
	Iteration 9F: 3 clusters Score -8301218 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -8304325.000000 Penalty: 5315.661133
	Iteration 10F: 3 clusters Score -8304325 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -8306664.500000 Penalty: 5315.661133
	Iteration 11Q: 3 clusters Score -8306664 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -8307655.500000 Penalty: 5315.661133
	Iteration 12Q: 3 clusters Score -8307656 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -8307961.000000 Penalty: 5315.661133
	Iteration 13Q: 3 clusters Score -8307961 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -8308130.500000 Penalty: 5315.661133
	Iteration 14Q: 3 clusters Score -8308130 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -8308183.000000 Penalty: 5315.661133
	Iteration 15Q: 3 clusters Score -8308183 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -8308219.500000 Penalty: 5315.661133
	Iteration 16Q: 3 clusters Score -8308220 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -8308239.000000 Penalty: 5315.661133
	Iteration 17Q: 3 clusters Score -8308239 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -8308303.000000 Penalty: 5315.661133
	Iteration 18Q: 3 clusters Score -8308303 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -8308350.000000 Penalty: 5315.661133
	Iteration 19Q: 3 clusters Score -8308350 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -8308384.500000 Penalty: 5315.661133
	Iteration 20F: 3 clusters Score -8308384 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -8308414.500000 Penalty: 5315.661133
	Iteration 21Q: 3 clusters Score -8308414 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -8308445.000000 Penalty: 5315.661133
	Iteration 22Q: 3 clusters Score -8308445 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -8308498.000000 Penalty: 5315.661133
	Iteration 23Q: 3 clusters Score -8308498 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -8308544.500000 Penalty: 5315.661133
	Iteration 24Q: 3 clusters Score -8308544 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -8308554.500000 Penalty: 5315.661133
	Iteration 25Q: 3 clusters Score -8308554 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -8308555.000000 Penalty: 5315.661133
	Iteration 26Q: 3 clusters Score -8308555 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -8308592.500000 Penalty: 5315.661133
	Iteration 27Q: 3 clusters Score -8308592 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -8308591.000000 Penalty: 5315.661133
	Iteration 28Q: 3 clusters Score -8308591 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -8308612.000000 Penalty: 5315.661133
	Iteration 29Q: 3 clusters Score -8308612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -8308612.000000 Penalty: 5315.661133
	Iteration 30Q: 3 clusters Score -8308612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -8308617.000000 Penalty: 5315.661133
	Iteration 31Q: 3 clusters Score -8308617 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -8308613.500000 Penalty: 5315.661133
	Iteration 32Q: 3 clusters Score -8308614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -8308612.000000 Penalty: 5315.661133
	Iteration 33Q: 3 clusters Score -8308612 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -8308620.500000 Penalty: 5315.661133
	Iteration 34Q: 3 clusters Score -8308620 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -8308616.500000 Penalty: 5315.661133
	Iteration 35Q: 3 clusters Score -8308616 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -8308634.000000 Penalty: 5315.661133
	Iteration 36Q: 3 clusters Score -8308634 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -8308633.000000 Penalty: 5315.661133
	Iteration 37Q: 3 clusters Score -8308633 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -8308631.500000 Penalty: 5315.661133
	Iteration 38Q: 3 clusters Score -8308632 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -8308630.500000 Penalty: 5315.661133
	Iteration 39Q: 3 clusters Score -8308630 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -8308625.500000 Penalty: 5315.661133
	Iteration 40F: 3 clusters Score -8308626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -8308609.000000 Penalty: 5315.661133
	Iteration 41Q: 3 clusters Score -8308609 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -8308618.000000 Penalty: 5315.661133
	Iteration 42Q: 3 clusters Score -8308618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8308607.500000 Penalty: 5315.661133
	Iteration 43Q: 3 clusters Score -8308608 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -8308607.000000 Penalty: 5315.661133
	Iteration 44Q: 3 clusters Score -8308607 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -8308616.000000 Penalty: 5315.661133
	Iteration 45Q: 3 clusters Score -8308616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -8308621.000000 Penalty: 5315.661133
	Iteration 46Q: 3 clusters Score -8308621 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -8308643.000000 Penalty: 5315.661133
	Iteration 47Q: 3 clusters Score -8308643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -8308634.500000 Penalty: 5315.661133
	Iteration 48Q: 3 clusters Score -8308634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -8308636.500000 Penalty: 5315.661133
	Iteration 49Q: 3 clusters Score -8308636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -8308639.000000 Penalty: 5315.661133
	Iteration 50Q: 3 clusters Score -8308639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -8308638.000000 Penalty: 5315.661133
	Iteration 51Q: 3 clusters Score -8308638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -8308632.500000 Penalty: 5315.661133
	Iteration 52Q: 3 clusters Score -8308632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -8308622.500000 Penalty: 5315.661133
	Iteration 53Q: 3 clusters Score -8308622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -8308627.500000 Penalty: 5315.661133
	Iteration 54Q: 3 clusters Score -8308628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -8308628.500000 Penalty: 5315.661133
	Iteration 55Q: 3 clusters Score -8308628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8308627.500000 Penalty: 5315.661133
	Iteration 56Q: 3 clusters Score -8308628 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -8308642.000000 Penalty: 5315.661133
	Iteration 57Q: 3 clusters Score -8308642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -8308629.000000 Penalty: 5315.661133
	Iteration 58Q: 3 clusters Score -8308629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -8308642.500000 Penalty: 5315.661133
	Iteration 59Q: 3 clusters Score -8308642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -8308645.000000 Penalty: 5315.661133
	Iteration 60F: 3 clusters Score -8308645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8308642.000000 Penalty: 5315.661133
	Iteration 61Q: 3 clusters Score -8308642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8308630.500000 Penalty: 5315.661133
	Iteration 62Q: 3 clusters Score -8308630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -8308643.000000 Penalty: 5315.661133
	Iteration 63Q: 3 clusters Score -8308643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -8308632.500000 Penalty: 5315.661133
	Iteration 64Q: 3 clusters Score -8308632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -8308625.500000 Penalty: 5315.661133
	Iteration 65Q: 3 clusters Score -8308626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -8308627.000000 Penalty: 5315.661133
	Iteration 66Q: 3 clusters Score -8308627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -8308618.000000 Penalty: 5315.661133
	Iteration 67Q: 3 clusters Score -8308618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -8308618.500000 Penalty: 5315.661133
	Iteration 68Q: 3 clusters Score -8308618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -8308639.000000 Penalty: 5315.661133
	Iteration 69Q: 3 clusters Score -8308639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -8308636.000000 Penalty: 5315.661133
	Iteration 70Q: 3 clusters Score -8308636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -8308627.500000 Penalty: 5315.661133
	Iteration 71Q: 3 clusters Score -8308628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -8308623.000000 Penalty: 5315.661133
	Iteration 72Q: 3 clusters Score -8308623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -8308614.500000 Penalty: 5315.661133
	Iteration 73Q: 3 clusters Score -8308614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -8308619.500000 Penalty: 5315.661133
	Iteration 74Q: 3 clusters Score -8308620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8308617.500000 Penalty: 5315.661133
	Iteration 75Q: 3 clusters Score -8308618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -8308620.000000 Penalty: 5315.661133
	Iteration 76Q: 3 clusters Score -8308620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -8308615.500000 Penalty: 5315.661133
	Iteration 77Q: 3 clusters Score -8308616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8308620.000000 Penalty: 5315.661133
	Iteration 78Q: 3 clusters Score -8308620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -8308615.000000 Penalty: 5315.661133
	Iteration 79Q: 3 clusters Score -8308615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -8308615.000000 Penalty: 5315.661133
	Iteration 80F: 3 clusters Score -8308615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -85331.351562 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -85331.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -83848.117188 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -83848.12 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84041.820312 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -84041.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -84125.335938 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -84125.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -84168.585938 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -84168.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84186.257812 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -84186.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -84202.812500 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -84202.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84204.937500 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -84204.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84204.937500 Penalty: 3066.314209
	Iteration 7F: 3 clusters Score -84204.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Entering Unmasked Estep 
Score: -8328481.500000 Penalty: 2658.017334
	Iteration 0F: 2 clusters Score -8328482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -8299363.000000 Penalty: 5316.034668
	Iteration 0F: 3 clusters Score -8299363 nChanged 20734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -8310789.500000 Penalty: 5316.034668
	Iteration 1F: 3 clusters Score -8310790 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -8311398.000000 Penalty: 5316.034668
	Iteration 2Q: 3 clusters Score -8311398 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -8312058.000000 Penalty: 5316.034668
	Iteration 3Q: 3 clusters Score -8312058 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -8312826.500000 Penalty: 5316.034668
	Iteration 4Q: 3 clusters Score -8312826 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -8313859.000000 Penalty: 5316.034668
	Iteration 5Q: 3 clusters Score -8313859 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -8315295.000000 Penalty: 5316.034668
	Iteration 6Q: 3 clusters Score -8315295 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -8317309.000000 Penalty: 5316.034668
	Iteration 7F: 3 clusters Score -8317309 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -8319805.000000 Penalty: 5316.034668
	Iteration 8F: 3 clusters Score -8319805 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -8321609.500000 Penalty: 5316.034668
	Iteration 9F: 3 clusters Score -8321610 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -8322495.500000 Penalty: 5316.034668
	Iteration 10Q: 3 clusters Score -8322496 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -8322801.000000 Penalty: 5316.034668
	Iteration 11Q: 3 clusters Score -8322801 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -8323017.000000 Penalty: 5316.034668
	Iteration 12Q: 3 clusters Score -8323017 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -8323226.000000 Penalty: 5316.034668
	Iteration 13Q: 3 clusters Score -8323226 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -8323353.500000 Penalty: 5316.034668
	Iteration 14Q: 3 clusters Score -8323354 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -8323511.000000 Penalty: 5316.034668
	Iteration 15Q: 3 clusters Score -8323511 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -8323634.500000 Penalty: 5316.034668
	Iteration 16Q: 3 clusters Score -8323634 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -8323745.500000 Penalty: 5316.034668
	Iteration 17Q: 3 clusters Score -8323746 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -8323811.500000 Penalty: 5316.034668
	Iteration 18Q: 3 clusters Score -8323812 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -8323904.000000 Penalty: 5316.034668
	Iteration 19Q: 3 clusters Score -8323904 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -8323945.500000 Penalty: 5316.034668
	Iteration 20F: 3 clusters Score -8323946 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -8324076.000000 Penalty: 5316.034668
	Iteration 21Q: 3 clusters Score -8324076 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -8324147.500000 Penalty: 5316.034668
	Iteration 22Q: 3 clusters Score -8324148 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -8324200.000000 Penalty: 5316.034668
	Iteration 23Q: 3 clusters Score -8324200 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -8324279.000000 Penalty: 5316.034668
	Iteration 24Q: 3 clusters Score -8324279 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -8324322.000000 Penalty: 5316.034668
	Iteration 25Q: 3 clusters Score -8324322 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -8324406.000000 Penalty: 5316.034668
	Iteration 26Q: 3 clusters Score -8324406 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -8324521.000000 Penalty: 5316.034668
	Iteration 27Q: 3 clusters Score -8324521 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -8324597.500000 Penalty: 5316.034668
	Iteration 28Q: 3 clusters Score -8324598 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -8324691.500000 Penalty: 5316.034668
	Iteration 29Q: 3 clusters Score -8324692 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -8324792.500000 Penalty: 5316.034668
	Iteration 30Q: 3 clusters Score -8324792 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -8324899.000000 Penalty: 5316.034668
	Iteration 31Q: 3 clusters Score -8324899 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -8324996.500000 Penalty: 5316.034668
	Iteration 32Q: 3 clusters Score -8324996 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -8325064.500000 Penalty: 5316.034668
	Iteration 33Q: 3 clusters Score -8325064 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -8325165.500000 Penalty: 5316.034668
	Iteration 34Q: 3 clusters Score -8325166 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -8325303.000000 Penalty: 5316.034668
	Iteration 35Q: 3 clusters Score -8325303 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -8325409.500000 Penalty: 5316.034668
	Iteration 36Q: 3 clusters Score -8325410 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -8325626.500000 Penalty: 5316.034668
	Iteration 37Q: 3 clusters Score -8325626 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -8325753.500000 Penalty: 5316.034668
	Iteration 38Q: 3 clusters Score -8325754 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -8325908.000000 Penalty: 5316.034668
	Iteration 39Q: 3 clusters Score -8325908 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -8326000.000000 Penalty: 5316.034668
	Iteration 40F: 3 clusters Score -8326000 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -8326135.000000 Penalty: 5316.034668
	Iteration 41Q: 3 clusters Score -8326135 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -8326338.500000 Penalty: 5316.034668
	Iteration 42Q: 3 clusters Score -8326338 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -8326452.500000 Penalty: 5316.034668
	Iteration 43Q: 3 clusters Score -8326452 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -8326566.500000 Penalty: 5316.034668
	Iteration 44Q: 3 clusters Score -8326566 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -8326654.500000 Penalty: 5316.034668
	Iteration 45Q: 3 clusters Score -8326654 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -8326734.000000 Penalty: 5316.034668
	Iteration 46Q: 3 clusters Score -8326734 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -8326879.500000 Penalty: 5316.034668
	Iteration 47Q: 3 clusters Score -8326880 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -8326943.500000 Penalty: 5316.034668
	Iteration 48Q: 3 clusters Score -8326944 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -8326998.000000 Penalty: 5316.034668
	Iteration 49Q: 3 clusters Score -8326998 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -8327055.500000 Penalty: 5316.034668
	Iteration 50Q: 3 clusters Score -8327056 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -8327103.500000 Penalty: 5316.034668
	Iteration 51Q: 3 clusters Score -8327104 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -8327117.500000 Penalty: 5316.034668
	Iteration 52Q: 3 clusters Score -8327118 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -8327168.500000 Penalty: 5316.034668
	Iteration 53Q: 3 clusters Score -8327168 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -8327217.000000 Penalty: 5316.034668
	Iteration 54Q: 3 clusters Score -8327217 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -8327259.500000 Penalty: 5316.034668
	Iteration 55Q: 3 clusters Score -8327260 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -8327276.000000 Penalty: 5316.034668
	Iteration 56Q: 3 clusters Score -8327276 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -8327284.500000 Penalty: 5316.034668
	Iteration 57Q: 3 clusters Score -8327284 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -8327319.000000 Penalty: 5316.034668
	Iteration 58Q: 3 clusters Score -8327319 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -8327319.500000 Penalty: 5316.034668
	Iteration 59Q: 3 clusters Score -8327320 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -8327300.500000 Penalty: 5316.034668
	Iteration 60F: 3 clusters Score -8327300 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -8327271.000000 Penalty: 5316.034668
	Iteration 61Q: 3 clusters Score -8327271 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -8327265.500000 Penalty: 5316.034668
	Iteration 62Q: 3 clusters Score -8327266 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -8327242.500000 Penalty: 5316.034668
	Iteration 63Q: 3 clusters Score -8327242 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -8327222.500000 Penalty: 5316.034668
	Iteration 64Q: 3 clusters Score -8327222 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -8327204.000000 Penalty: 5316.034668
	Iteration 65Q: 3 clusters Score -8327204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8327199.500000 Penalty: 5316.034668
	Iteration 66Q: 3 clusters Score -8327200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -8327177.000000 Penalty: 5316.034668
	Iteration 67Q: 3 clusters Score -8327177 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -8327159.500000 Penalty: 5316.034668
	Iteration 68Q: 3 clusters Score -8327160 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -8327146.500000 Penalty: 5316.034668
	Iteration 69Q: 3 clusters Score -8327146 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -8327110.500000 Penalty: 5316.034668
	Iteration 70Q: 3 clusters Score -8327110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -8327100.000000 Penalty: 5316.034668
	Iteration 71Q: 3 clusters Score -8327100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -8327076.500000 Penalty: 5316.034668
	Iteration 72Q: 3 clusters Score -8327076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -8327043.500000 Penalty: 5316.034668
	Iteration 73Q: 3 clusters Score -8327044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8327038.500000 Penalty: 5316.034668
	Iteration 74Q: 3 clusters Score -8327038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -8327041.000000 Penalty: 5316.034668
	Iteration 75Q: 3 clusters Score -8327041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -8327032.500000 Penalty: 5316.034668
	Iteration 76Q: 3 clusters Score -8327032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8327001.500000 Penalty: 5316.034668
	Iteration 77Q: 3 clusters Score -8327002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -8327011.500000 Penalty: 5316.034668
	Iteration 78Q: 3 clusters Score -8327012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -8327006.000000 Penalty: 5316.034668
	Iteration 79Q: 3 clusters Score -8327006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -8326995.500000 Penalty: 5316.034668
	Iteration 80F: 3 clusters Score -8326996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -8326997.500000 Penalty: 5316.034668
	Iteration 81Q: 3 clusters Score -8326998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -8326998.000000 Penalty: 5316.034668
	Iteration 82Q: 3 clusters Score -8326998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -8327002.500000 Penalty: 5316.034668
	Iteration 83Q: 3 clusters Score -8327002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -8326995.000000 Penalty: 5316.034668
	Iteration 84Q: 3 clusters Score -8326995 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -8326985.000000 Penalty: 5316.034668
	Iteration 85Q: 3 clusters Score -8326985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8326986.000000 Penalty: 5316.034668
	Iteration 86Q: 3 clusters Score -8326986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -8326959.500000 Penalty: 5316.034668
	Iteration 87Q: 3 clusters Score -8326960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -8326961.500000 Penalty: 5316.034668
	Iteration 88Q: 3 clusters Score -8326962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -8326950.000000 Penalty: 5316.034668
	Iteration 89Q: 3 clusters Score -8326950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -8326951.000000 Penalty: 5316.034668
	Iteration 90Q: 3 clusters Score -8326951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8326928.500000 Penalty: 5316.034668
	Iteration 91Q: 3 clusters Score -8326928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -8326922.000000 Penalty: 5316.034668
	Iteration 92Q: 3 clusters Score -8326922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -8326925.000000 Penalty: 5316.034668
	Iteration 93Q: 3 clusters Score -8326925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -8326912.500000 Penalty: 5316.034668
	Iteration 94Q: 3 clusters Score -8326912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8326908.000000 Penalty: 5316.034668
	Iteration 95Q: 3 clusters Score -8326908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8326909.500000 Penalty: 5316.034668
	Iteration 96Q: 3 clusters Score -8326910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8326904.500000 Penalty: 5316.034668
	Iteration 97Q: 3 clusters Score -8326904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -8326900.500000 Penalty: 5316.034668
	Iteration 98Q: 3 clusters Score -8326900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8326897.000000 Penalty: 5316.034668
	Iteration 99Q: 3 clusters Score -8326897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8326901.500000 Penalty: 5316.034668
	Iteration 100F: 3 clusters Score -8326902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8326902.000000 Penalty: 5316.034668
	Iteration 101Q: 3 clusters Score -8326902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -8326892.500000 Penalty: 5316.034668
	Iteration 102Q: 3 clusters Score -8326892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -8326891.000000 Penalty: 5316.034668
	Iteration 103Q: 3 clusters Score -8326891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -8326887.500000 Penalty: 5316.034668
	Iteration 104Q: 3 clusters Score -8326888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8326886.000000 Penalty: 5316.034668
	Iteration 105Q: 3 clusters Score -8326886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8326886.000000 Penalty: 5316.034668
	Iteration 106F: 3 clusters Score -8326886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Entering Unmasked Estep 
Score: -8759554.000000 Penalty: 2669.757812
	Iteration 0F: 2 clusters Score -8759554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -8729944.000000 Penalty: 5339.515625
	Iteration 0F: 3 clusters Score -8729944 nChanged 21835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -8742228.000000 Penalty: 5339.515625
	Iteration 1F: 3 clusters Score -8742228 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -8742806.000000 Penalty: 5339.515625
	Iteration 2Q: 3 clusters Score -8742806 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -8743452.000000 Penalty: 5339.515625
	Iteration 3Q: 3 clusters Score -8743452 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -8744324.000000 Penalty: 5339.515625
	Iteration 4Q: 3 clusters Score -8744324 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -8745759.000000 Penalty: 5339.515625
	Iteration 5F: 3 clusters Score -8745759 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -8748227.000000 Penalty: 5339.515625
	Iteration 6F: 3 clusters Score -8748227 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -8751479.000000 Penalty: 5339.515625
	Iteration 7F: 3 clusters Score -8751479 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -8754938.000000 Penalty: 5339.515625
	Iteration 8F: 3 clusters Score -8754938 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8756620.000000 Penalty: 5339.515625
	Iteration 9F: 3 clusters Score -8756620 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8757275.000000 Penalty: 5339.515625
	Iteration 10Q: 3 clusters Score -8757275 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8757511.000000 Penalty: 5339.515625
	Iteration 11Q: 3 clusters Score -8757511 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8757632.000000 Penalty: 5339.515625
	Iteration 12Q: 3 clusters Score -8757632 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8757678.000000 Penalty: 5339.515625
	Iteration 13Q: 3 clusters Score -8757678 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8757716.000000 Penalty: 5339.515625
	Iteration 14Q: 3 clusters Score -8757716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8757749.000000 Penalty: 5339.515625
	Iteration 15Q: 3 clusters Score -8757749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8757755.000000 Penalty: 5339.515625
	Iteration 16Q: 3 clusters Score -8757755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8757758.000000 Penalty: 5339.515625
	Iteration 17Q: 3 clusters Score -8757758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8757776.000000 Penalty: 5339.515625
	Iteration 18Q: 3 clusters Score -8757776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8757776.000000 Penalty: 5339.515625
	Iteration 19Q: 3 clusters Score -8757776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8757785.000000 Penalty: 5339.515625
	Iteration 20F: 3 clusters Score -8757785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8757786.000000 Penalty: 5339.515625
	Iteration 21Q: 3 clusters Score -8757786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8757785.000000 Penalty: 5339.515625
	Iteration 22Q: 3 clusters Score -8757785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8757782.000000 Penalty: 5339.515625
	Iteration 23Q: 3 clusters Score -8757782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8757777.000000 Penalty: 5339.515625
	Iteration 24Q: 3 clusters Score -8757777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8757768.000000 Penalty: 5339.515625
	Iteration 25Q: 3 clusters Score -8757768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8757771.000000 Penalty: 5339.515625
	Iteration 26Q: 3 clusters Score -8757771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8757775.000000 Penalty: 5339.515625
	Iteration 27Q: 3 clusters Score -8757775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8757774.000000 Penalty: 5339.515625
	Iteration 28Q: 3 clusters Score -8757774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8757771.000000 Penalty: 5339.515625
	Iteration 29Q: 3 clusters Score -8757771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8757771.000000 Penalty: 5339.515625
	Iteration 30F: 3 clusters Score -8757771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -73855.851562 Penalty: 1508.955811
	Iteration 0F: 2 clusters Score -73855.85 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 221 members 
Entering Unmasked Estep 
Score: -72411.429688 Penalty: 3017.911621
	Iteration 0F: 3 clusters Score -72411.43 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -72558.304688 Penalty: 3017.911621
	Iteration 1F: 3 clusters Score -72558.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -72644.812500 Penalty: 3017.911621
	Iteration 2F: 3 clusters Score -72644.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -72673.726562 Penalty: 3017.911621
	Iteration 3Q: 3 clusters Score -72673.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -72685.398438 Penalty: 3017.911621
	Iteration 4Q: 3 clusters Score -72685.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -72703.117188 Penalty: 3017.911621
	Iteration 5Q: 3 clusters Score -72703.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -72717.343750 Penalty: 3017.911621
	Iteration 6Q: 3 clusters Score -72717.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -72731.000000 Penalty: 3017.911621
	Iteration 7Q: 3 clusters Score -72731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -72740.531250 Penalty: 3017.911621
	Iteration 8Q: 3 clusters Score -72740.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72753.914062 Penalty: 3017.911621
	Iteration 9Q: 3 clusters Score -72753.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72763.953125 Penalty: 3017.911621
	Iteration 10Q: 3 clusters Score -72763.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -72769.257812 Penalty: 3017.911621
	Iteration 11Q: 3 clusters Score -72769.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72773.023438 Penalty: 3017.911621
	Iteration 12Q: 3 clusters Score -72773.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72773.023438 Penalty: 3017.911621
	Iteration 13F: 3 clusters Score -72773.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Entering Unmasked Estep 
Score: -10297854.000000 Penalty: 2707.891602
	Iteration 0F: 2 clusters Score -1.029785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -10269076.000000 Penalty: 5415.783203
	Iteration 0F: 3 clusters Score -1.026908e+07 nChanged 25726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -10283366.000000 Penalty: 5415.783203
	Iteration 1F: 3 clusters Score -1.028337e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -10283869.000000 Penalty: 5415.783203
	Iteration 2Q: 3 clusters Score -1.028387e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -10284295.000000 Penalty: 5415.783203
	Iteration 3Q: 3 clusters Score -1.02843e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -10284704.000000 Penalty: 5415.783203
	Iteration 4Q: 3 clusters Score -1.02847e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -10285176.000000 Penalty: 5415.783203
	Iteration 5Q: 3 clusters Score -1.028518e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -10285611.000000 Penalty: 5415.783203
	Iteration 6Q: 3 clusters Score -1.028561e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -10286100.000000 Penalty: 5415.783203
	Iteration 7Q: 3 clusters Score -1.02861e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -10286826.000000 Penalty: 5415.783203
	Iteration 8Q: 3 clusters Score -1.028683e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -10287814.000000 Penalty: 5415.783203
	Iteration 9Q: 3 clusters Score -1.028781e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -10289353.000000 Penalty: 5415.783203
	Iteration 10Q: 3 clusters Score -1.028935e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -10291405.000000 Penalty: 5415.783203
	Iteration 11F: 3 clusters Score -1.02914e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -10293584.000000 Penalty: 5415.783203
	Iteration 12F: 3 clusters Score -1.029358e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -10295467.000000 Penalty: 5415.783203
	Iteration 13Q: 3 clusters Score -1.029547e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -10296775.000000 Penalty: 5415.783203
	Iteration 14Q: 3 clusters Score -1.029678e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -10297386.000000 Penalty: 5415.783203
	Iteration 15Q: 3 clusters Score -1.029739e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -10297622.000000 Penalty: 5415.783203
	Iteration 16Q: 3 clusters Score -1.029762e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -10297809.000000 Penalty: 5415.783203
	Iteration 17Q: 3 clusters Score -1.029781e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -10297899.000000 Penalty: 5415.783203
	Iteration 18Q: 3 clusters Score -1.02979e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -10297983.000000 Penalty: 5415.783203
	Iteration 19Q: 3 clusters Score -1.029798e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -10298060.000000 Penalty: 5415.783203
	Iteration 20F: 3 clusters Score -1.029806e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -10298147.000000 Penalty: 5415.783203
	Iteration 21Q: 3 clusters Score -1.029815e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -10298256.000000 Penalty: 5415.783203
	Iteration 22Q: 3 clusters Score -1.029826e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -10298284.000000 Penalty: 5415.783203
	Iteration 23Q: 3 clusters Score -1.029828e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -10298302.000000 Penalty: 5415.783203
	Iteration 24Q: 3 clusters Score -1.02983e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -10298311.000000 Penalty: 5415.783203
	Iteration 25Q: 3 clusters Score -1.029831e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -10298389.000000 Penalty: 5415.783203
	Iteration 26Q: 3 clusters Score -1.029839e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -10298381.000000 Penalty: 5415.783203
	Iteration 27Q: 3 clusters Score -1.029838e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -10298405.000000 Penalty: 5415.783203
	Iteration 28Q: 3 clusters Score -1.02984e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -10298434.000000 Penalty: 5415.783203
	Iteration 29Q: 3 clusters Score -1.029843e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -10298458.000000 Penalty: 5415.783203
	Iteration 30Q: 3 clusters Score -1.029846e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -10298465.000000 Penalty: 5415.783203
	Iteration 31Q: 3 clusters Score -1.029846e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -10298514.000000 Penalty: 5415.783203
	Iteration 32Q: 3 clusters Score -1.029851e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -10298510.000000 Penalty: 5415.783203
	Iteration 33Q: 3 clusters Score -1.029851e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -10298509.000000 Penalty: 5415.783203
	Iteration 34Q: 3 clusters Score -1.029851e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -10298520.000000 Penalty: 5415.783203
	Iteration 35Q: 3 clusters Score -1.029852e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -10298567.000000 Penalty: 5415.783203
	Iteration 36Q: 3 clusters Score -1.029857e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -10298583.000000 Penalty: 5415.783203
	Iteration 37Q: 3 clusters Score -1.029858e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -10298595.000000 Penalty: 5415.783203
	Iteration 38Q: 3 clusters Score -1.02986e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -10298631.000000 Penalty: 5415.783203
	Iteration 39Q: 3 clusters Score -1.029863e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -10298657.000000 Penalty: 5415.783203
	Iteration 40F: 3 clusters Score -1.029866e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -10298666.000000 Penalty: 5415.783203
	Iteration 41Q: 3 clusters Score -1.029867e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -10298667.000000 Penalty: 5415.783203
	Iteration 42Q: 3 clusters Score -1.029867e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -10298690.000000 Penalty: 5415.783203
	Iteration 43Q: 3 clusters Score -1.029869e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -10298691.000000 Penalty: 5415.783203
	Iteration 44Q: 3 clusters Score -1.029869e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -10298711.000000 Penalty: 5415.783203
	Iteration 45Q: 3 clusters Score -1.029871e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -10298720.000000 Penalty: 5415.783203
	Iteration 46Q: 3 clusters Score -1.029872e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -10298754.000000 Penalty: 5415.783203
	Iteration 47Q: 3 clusters Score -1.029875e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -10298794.000000 Penalty: 5415.783203
	Iteration 48Q: 3 clusters Score -1.029879e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -10298868.000000 Penalty: 5415.783203
	Iteration 49Q: 3 clusters Score -1.029887e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -10298895.000000 Penalty: 5415.783203
	Iteration 50Q: 3 clusters Score -1.02989e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -10298935.000000 Penalty: 5415.783203
	Iteration 51Q: 3 clusters Score -1.029894e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -10299009.000000 Penalty: 5415.783203
	Iteration 52Q: 3 clusters Score -1.029901e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -10299045.000000 Penalty: 5415.783203
	Iteration 53Q: 3 clusters Score -1.029904e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -10299028.000000 Penalty: 5415.783203
	Iteration 54Q: 3 clusters Score -1.029903e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -10299089.000000 Penalty: 5415.783203
	Iteration 55Q: 3 clusters Score -1.029909e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -10299159.000000 Penalty: 5415.783203
	Iteration 56Q: 3 clusters Score -1.029916e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -10299188.000000 Penalty: 5415.783203
	Iteration 57Q: 3 clusters Score -1.029919e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -10299276.000000 Penalty: 5415.783203
	Iteration 58Q: 3 clusters Score -1.029928e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -10299285.000000 Penalty: 5415.783203
	Iteration 59Q: 3 clusters Score -1.029928e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -10299302.000000 Penalty: 5415.783203
	Iteration 60F: 3 clusters Score -1.02993e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -10299364.000000 Penalty: 5415.783203
	Iteration 61Q: 3 clusters Score -1.029936e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -10299375.000000 Penalty: 5415.783203
	Iteration 62Q: 3 clusters Score -1.029938e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -10299400.000000 Penalty: 5415.783203
	Iteration 63Q: 3 clusters Score -1.02994e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -10299402.000000 Penalty: 5415.783203
	Iteration 64Q: 3 clusters Score -1.02994e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -10299445.000000 Penalty: 5415.783203
	Iteration 65Q: 3 clusters Score -1.029944e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -10299461.000000 Penalty: 5415.783203
	Iteration 66Q: 3 clusters Score -1.029946e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -10299484.000000 Penalty: 5415.783203
	Iteration 67Q: 3 clusters Score -1.029948e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -10299501.000000 Penalty: 5415.783203
	Iteration 68Q: 3 clusters Score -1.02995e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -10299499.000000 Penalty: 5415.783203
	Iteration 69Q: 3 clusters Score -1.02995e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -10299508.000000 Penalty: 5415.783203
	Iteration 70Q: 3 clusters Score -1.029951e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -10299522.000000 Penalty: 5415.783203
	Iteration 71Q: 3 clusters Score -1.029952e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -10299544.000000 Penalty: 5415.783203
	Iteration 72Q: 3 clusters Score -1.029954e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -10299563.000000 Penalty: 5415.783203
	Iteration 73Q: 3 clusters Score -1.029956e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -10299599.000000 Penalty: 5415.783203
	Iteration 74Q: 3 clusters Score -1.02996e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -10299619.000000 Penalty: 5415.783203
	Iteration 75Q: 3 clusters Score -1.029962e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -10299617.000000 Penalty: 5415.783203
	Iteration 76Q: 3 clusters Score -1.029962e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -10299627.000000 Penalty: 5415.783203
	Iteration 77Q: 3 clusters Score -1.029963e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -10299637.000000 Penalty: 5415.783203
	Iteration 78Q: 3 clusters Score -1.029964e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -10299645.000000 Penalty: 5415.783203
	Iteration 79Q: 3 clusters Score -1.029964e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -10299662.000000 Penalty: 5415.783203
	Iteration 80F: 3 clusters Score -1.029966e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -10299700.000000 Penalty: 5415.783203
	Iteration 81Q: 3 clusters Score -1.02997e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -10299701.000000 Penalty: 5415.783203
	Iteration 82Q: 3 clusters Score -1.02997e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -10299721.000000 Penalty: 5415.783203
	Iteration 83Q: 3 clusters Score -1.029972e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -10299717.000000 Penalty: 5415.783203
	Iteration 84Q: 3 clusters Score -1.029972e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -10299717.000000 Penalty: 5415.783203
	Iteration 85Q: 3 clusters Score -1.029972e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -10299727.000000 Penalty: 5415.783203
	Iteration 86Q: 3 clusters Score -1.029973e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -10299732.000000 Penalty: 5415.783203
	Iteration 87Q: 3 clusters Score -1.029973e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -10299747.000000 Penalty: 5415.783203
	Iteration 88Q: 3 clusters Score -1.029975e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -10299761.000000 Penalty: 5415.783203
	Iteration 89Q: 3 clusters Score -1.029976e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -10299768.000000 Penalty: 5415.783203
	Iteration 90Q: 3 clusters Score -1.029977e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -10299779.000000 Penalty: 5415.783203
	Iteration 91Q: 3 clusters Score -1.029978e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -10299793.000000 Penalty: 5415.783203
	Iteration 92Q: 3 clusters Score -1.029979e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -10299796.000000 Penalty: 5415.783203
	Iteration 93Q: 3 clusters Score -1.02998e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -10299823.000000 Penalty: 5415.783203
	Iteration 94Q: 3 clusters Score -1.029982e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -10299819.000000 Penalty: 5415.783203
	Iteration 95Q: 3 clusters Score -1.029982e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -10299825.000000 Penalty: 5415.783203
	Iteration 96Q: 3 clusters Score -1.029982e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -10299813.000000 Penalty: 5415.783203
	Iteration 97Q: 3 clusters Score -1.029981e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -10299812.000000 Penalty: 5415.783203
	Iteration 98Q: 3 clusters Score -1.029981e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -10299794.000000 Penalty: 5415.783203
	Iteration 99Q: 3 clusters Score -1.029979e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -10299796.000000 Penalty: 5415.783203
	Iteration 100F: 3 clusters Score -1.02998e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -10299806.000000 Penalty: 5415.783203
	Iteration 101Q: 3 clusters Score -1.029981e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -10299814.000000 Penalty: 5415.783203
	Iteration 102Q: 3 clusters Score -1.029981e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -10299804.000000 Penalty: 5415.783203
	Iteration 103Q: 3 clusters Score -1.02998e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -10299809.000000 Penalty: 5415.783203
	Iteration 104Q: 3 clusters Score -1.029981e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -10299836.000000 Penalty: 5415.783203
	Iteration 105Q: 3 clusters Score -1.029984e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -10299852.000000 Penalty: 5415.783203
	Iteration 106Q: 3 clusters Score -1.029985e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -10299866.000000 Penalty: 5415.783203
	Iteration 107Q: 3 clusters Score -1.029987e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -10299859.000000 Penalty: 5415.783203
	Iteration 108Q: 3 clusters Score -1.029986e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -10299868.000000 Penalty: 5415.783203
	Iteration 109Q: 3 clusters Score -1.029987e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -10299899.000000 Penalty: 5415.783203
	Iteration 110Q: 3 clusters Score -1.02999e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -10299914.000000 Penalty: 5415.783203
	Iteration 111Q: 3 clusters Score -1.029991e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -10299923.000000 Penalty: 5415.783203
	Iteration 112Q: 3 clusters Score -1.029992e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -10299903.000000 Penalty: 5415.783203
	Iteration 113Q: 3 clusters Score -1.02999e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -10299917.000000 Penalty: 5415.783203
	Iteration 114Q: 3 clusters Score -1.029992e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -10299943.000000 Penalty: 5415.783203
	Iteration 115Q: 3 clusters Score -1.029994e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -10299954.000000 Penalty: 5415.783203
	Iteration 116Q: 3 clusters Score -1.029995e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -10299980.000000 Penalty: 5415.783203
	Iteration 117Q: 3 clusters Score -1.029998e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -10299986.000000 Penalty: 5415.783203
	Iteration 118Q: 3 clusters Score -1.029999e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -10300011.000000 Penalty: 5415.783203
	Iteration 119Q: 3 clusters Score -1.030001e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -10299994.000000 Penalty: 5415.783203
	Iteration 120F: 3 clusters Score -1.029999e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -10300003.000000 Penalty: 5415.783203
	Iteration 121Q: 3 clusters Score -1.03e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -10300030.000000 Penalty: 5415.783203
	Iteration 122Q: 3 clusters Score -1.030003e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -10300041.000000 Penalty: 5415.783203
	Iteration 123Q: 3 clusters Score -1.030004e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -10300040.000000 Penalty: 5415.783203
	Iteration 124Q: 3 clusters Score -1.030004e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -10300069.000000 Penalty: 5415.783203
	Iteration 125Q: 3 clusters Score -1.030007e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -10300072.000000 Penalty: 5415.783203
	Iteration 126Q: 3 clusters Score -1.030007e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -10300097.000000 Penalty: 5415.783203
	Iteration 127Q: 3 clusters Score -1.03001e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -10300104.000000 Penalty: 5415.783203
	Iteration 128Q: 3 clusters Score -1.03001e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -10300112.000000 Penalty: 5415.783203
	Iteration 129Q: 3 clusters Score -1.030011e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -10300144.000000 Penalty: 5415.783203
	Iteration 130Q: 3 clusters Score -1.030014e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -10300152.000000 Penalty: 5415.783203
	Iteration 131Q: 3 clusters Score -1.030015e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -10300150.000000 Penalty: 5415.783203
	Iteration 132Q: 3 clusters Score -1.030015e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -10300172.000000 Penalty: 5415.783203
	Iteration 133Q: 3 clusters Score -1.030017e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -10300153.000000 Penalty: 5415.783203
	Iteration 134Q: 3 clusters Score -1.030015e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -10300187.000000 Penalty: 5415.783203
	Iteration 135Q: 3 clusters Score -1.030019e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -10300181.000000 Penalty: 5415.783203
	Iteration 136Q: 3 clusters Score -1.030018e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -10300146.000000 Penalty: 5415.783203
	Iteration 137Q: 3 clusters Score -1.030015e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -10300129.000000 Penalty: 5415.783203
	Iteration 138Q: 3 clusters Score -1.030013e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -10300115.000000 Penalty: 5415.783203
	Iteration 139Q: 3 clusters Score -1.030012e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -10300108.000000 Penalty: 5415.783203
	Iteration 140F: 3 clusters Score -1.030011e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -10300161.000000 Penalty: 5415.783203
	Iteration 141Q: 3 clusters Score -1.030016e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -10300125.000000 Penalty: 5415.783203
	Iteration 142Q: 3 clusters Score -1.030012e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -10300117.000000 Penalty: 5415.783203
	Iteration 143Q: 3 clusters Score -1.030012e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -10300114.000000 Penalty: 5415.783203
	Iteration 144Q: 3 clusters Score -1.030011e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -10300124.000000 Penalty: 5415.783203
	Iteration 145Q: 3 clusters Score -1.030012e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -10300166.000000 Penalty: 5415.783203
	Iteration 146Q: 3 clusters Score -1.030017e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -10300142.000000 Penalty: 5415.783203
	Iteration 147Q: 3 clusters Score -1.030014e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -10300142.000000 Penalty: 5415.783203
	Iteration 148Q: 3 clusters Score -1.030014e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -10300123.000000 Penalty: 5415.783203
	Iteration 149Q: 3 clusters Score -1.030012e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -10300116.000000 Penalty: 5415.783203
	Iteration 150Q: 3 clusters Score -1.030012e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -10300117.000000 Penalty: 5415.783203
	Iteration 151Q: 3 clusters Score -1.030012e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -10300135.000000 Penalty: 5415.783203
	Iteration 152Q: 3 clusters Score -1.030014e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -10300122.000000 Penalty: 5415.783203
	Iteration 153Q: 3 clusters Score -1.030012e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -10300091.000000 Penalty: 5415.783203
	Iteration 154Q: 3 clusters Score -1.030009e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -10300112.000000 Penalty: 5415.783203
	Iteration 155Q: 3 clusters Score -1.030011e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -10300153.000000 Penalty: 5415.783203
	Iteration 156Q: 3 clusters Score -1.030015e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -10300139.000000 Penalty: 5415.783203
	Iteration 157Q: 3 clusters Score -1.030014e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -10300137.000000 Penalty: 5415.783203
	Iteration 158Q: 3 clusters Score -1.030014e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -10300140.000000 Penalty: 5415.783203
	Iteration 159Q: 3 clusters Score -1.030014e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -10300139.000000 Penalty: 5415.783203
	Iteration 160F: 3 clusters Score -1.030014e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -10300145.000000 Penalty: 5415.783203
	Iteration 161Q: 3 clusters Score -1.030014e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -10300168.000000 Penalty: 5415.783203
	Iteration 162Q: 3 clusters Score -1.030017e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -10300183.000000 Penalty: 5415.783203
	Iteration 163Q: 3 clusters Score -1.030018e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -10300168.000000 Penalty: 5415.783203
	Iteration 164Q: 3 clusters Score -1.030017e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -10300165.000000 Penalty: 5415.783203
	Iteration 165Q: 3 clusters Score -1.030016e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -10300178.000000 Penalty: 5415.783203
	Iteration 166Q: 3 clusters Score -1.030018e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -10300161.000000 Penalty: 5415.783203
	Iteration 167Q: 3 clusters Score -1.030016e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -10300149.000000 Penalty: 5415.783203
	Iteration 168Q: 3 clusters Score -1.030015e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -10300147.000000 Penalty: 5415.783203
	Iteration 169Q: 3 clusters Score -1.030015e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -10300162.000000 Penalty: 5415.783203
	Iteration 170Q: 3 clusters Score -1.030016e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -10300138.000000 Penalty: 5415.783203
	Iteration 171Q: 3 clusters Score -1.030014e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -10300149.000000 Penalty: 5415.783203
	Iteration 172Q: 3 clusters Score -1.030015e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -10300101.000000 Penalty: 5415.783203
	Iteration 173Q: 3 clusters Score -1.03001e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -10300121.000000 Penalty: 5415.783203
	Iteration 174Q: 3 clusters Score -1.030012e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -10300122.000000 Penalty: 5415.783203
	Iteration 175Q: 3 clusters Score -1.030012e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -10300146.000000 Penalty: 5415.783203
	Iteration 176Q: 3 clusters Score -1.030015e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -10300108.000000 Penalty: 5415.783203
	Iteration 177Q: 3 clusters Score -1.030011e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -10300109.000000 Penalty: 5415.783203
	Iteration 178Q: 3 clusters Score -1.030011e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -10300092.000000 Penalty: 5415.783203
	Iteration 179Q: 3 clusters Score -1.030009e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -10300105.000000 Penalty: 5415.783203
	Iteration 180F: 3 clusters Score -1.03001e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -10300095.000000 Penalty: 5415.783203
	Iteration 181Q: 3 clusters Score -1.03001e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -10300082.000000 Penalty: 5415.783203
	Iteration 182Q: 3 clusters Score -1.030008e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -10300045.000000 Penalty: 5415.783203
	Iteration 183Q: 3 clusters Score -1.030004e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -10300051.000000 Penalty: 5415.783203
	Iteration 184Q: 3 clusters Score -1.030005e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -10300071.000000 Penalty: 5415.783203
	Iteration 185Q: 3 clusters Score -1.030007e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -10300054.000000 Penalty: 5415.783203
	Iteration 186Q: 3 clusters Score -1.030005e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -10300039.000000 Penalty: 5415.783203
	Iteration 187Q: 3 clusters Score -1.030004e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -10300034.000000 Penalty: 5415.783203
	Iteration 188Q: 3 clusters Score -1.030003e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -10300015.000000 Penalty: 5415.783203
	Iteration 189Q: 3 clusters Score -1.030002e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -10299979.000000 Penalty: 5415.783203
	Iteration 190Q: 3 clusters Score -1.029998e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -10299988.000000 Penalty: 5415.783203
	Iteration 191Q: 3 clusters Score -1.029999e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -10300003.000000 Penalty: 5415.783203
	Iteration 192Q: 3 clusters Score -1.03e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -10299942.000000 Penalty: 5415.783203
	Iteration 193Q: 3 clusters Score -1.029994e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -10299938.000000 Penalty: 5415.783203
	Iteration 194Q: 3 clusters Score -1.029994e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -10299965.000000 Penalty: 5415.783203
	Iteration 195Q: 3 clusters Score -1.029996e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -10299989.000000 Penalty: 5415.783203
	Iteration 196Q: 3 clusters Score -1.029999e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -10299994.000000 Penalty: 5415.783203
	Iteration 197Q: 3 clusters Score -1.029999e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -10300047.000000 Penalty: 5415.783203
	Iteration 198Q: 3 clusters Score -1.030005e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -10300068.000000 Penalty: 5415.783203
	Iteration 199Q: 3 clusters Score -1.030007e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -10300025.000000 Penalty: 5415.783203
	Iteration 200F: 3 clusters Score -1.030002e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -10300018.000000 Penalty: 5415.783203
	Iteration 201Q: 3 clusters Score -1.030002e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -10299980.000000 Penalty: 5415.783203
	Iteration 202Q: 3 clusters Score -1.029998e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -10300021.000000 Penalty: 5415.783203
	Iteration 203Q: 3 clusters Score -1.030002e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -10300084.000000 Penalty: 5415.783203
	Iteration 204Q: 3 clusters Score -1.030008e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -10300084.000000 Penalty: 5415.783203
	Iteration 205Q: 3 clusters Score -1.030008e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -10300180.000000 Penalty: 5415.783203
	Iteration 206Q: 3 clusters Score -1.030018e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
Score: -10300186.000000 Penalty: 5415.783203
	Iteration 207Q: 3 clusters Score -1.030019e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -10300247.000000 Penalty: 5415.783203
	Iteration 208Q: 3 clusters Score -1.030025e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -10300277.000000 Penalty: 5415.783203
	Iteration 209Q: 3 clusters Score -1.030028e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -10300356.000000 Penalty: 5415.783203
	Iteration 210Q: 3 clusters Score -1.030036e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -10300346.000000 Penalty: 5415.783203
	Iteration 211Q: 3 clusters Score -1.030035e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -10300371.000000 Penalty: 5415.783203
	Iteration 212Q: 3 clusters Score -1.030037e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -10300398.000000 Penalty: 5415.783203
	Iteration 213Q: 3 clusters Score -1.03004e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -10300455.000000 Penalty: 5415.783203
	Iteration 214Q: 3 clusters Score -1.030046e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -10300492.000000 Penalty: 5415.783203
	Iteration 215Q: 3 clusters Score -1.030049e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -10300495.000000 Penalty: 5415.783203
	Iteration 216Q: 3 clusters Score -1.03005e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -10300491.000000 Penalty: 5415.783203
	Iteration 217Q: 3 clusters Score -1.030049e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -10300499.000000 Penalty: 5415.783203
	Iteration 218Q: 3 clusters Score -1.03005e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -10300533.000000 Penalty: 5415.783203
	Iteration 219Q: 3 clusters Score -1.030053e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -10300547.000000 Penalty: 5415.783203
	Iteration 220F: 3 clusters Score -1.030055e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -10300579.000000 Penalty: 5415.783203
	Iteration 221Q: 3 clusters Score -1.030058e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -10300532.000000 Penalty: 5415.783203
	Iteration 222Q: 3 clusters Score -1.030053e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -10300403.000000 Penalty: 5415.783203
	Iteration 223Q: 3 clusters Score -1.03004e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -10300377.000000 Penalty: 5415.783203
	Iteration 224Q: 3 clusters Score -1.030038e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -10300290.000000 Penalty: 5415.783203
	Iteration 225Q: 3 clusters Score -1.030029e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -10300184.000000 Penalty: 5415.783203
	Iteration 226Q: 3 clusters Score -1.030018e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -10300121.000000 Penalty: 5415.783203
	Iteration 227Q: 3 clusters Score -1.030012e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -10299981.000000 Penalty: 5415.783203
	Iteration 228Q: 3 clusters Score -1.029998e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -10299856.000000 Penalty: 5415.783203
	Iteration 229Q: 3 clusters Score -1.029986e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -10299746.000000 Penalty: 5415.783203
	Iteration 230Q: 3 clusters Score -1.029975e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -10299573.000000 Penalty: 5415.783203
	Iteration 231Q: 3 clusters Score -1.029957e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -10299372.000000 Penalty: 5415.783203
	Iteration 232Q: 3 clusters Score -1.029937e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -10299218.000000 Penalty: 5415.783203
	Iteration 233Q: 3 clusters Score -1.029922e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -10299058.000000 Penalty: 5415.783203
	Iteration 234Q: 3 clusters Score -1.029906e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -10298903.000000 Penalty: 5415.783203
	Iteration 235Q: 3 clusters Score -1.02989e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -10298765.000000 Penalty: 5415.783203
	Iteration 236Q: 3 clusters Score -1.029876e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -10298639.000000 Penalty: 5415.783203
	Iteration 237Q: 3 clusters Score -1.029864e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -10298508.000000 Penalty: 5415.783203
	Iteration 238Q: 3 clusters Score -1.029851e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -10298373.000000 Penalty: 5415.783203
	Iteration 239Q: 3 clusters Score -1.029837e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -10298261.000000 Penalty: 5415.783203
	Iteration 240F: 3 clusters Score -1.029826e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -10298157.000000 Penalty: 5415.783203
	Iteration 241Q: 3 clusters Score -1.029816e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -10297992.000000 Penalty: 5415.783203
	Iteration 242Q: 3 clusters Score -1.029799e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -10297884.000000 Penalty: 5415.783203
	Iteration 243Q: 3 clusters Score -1.029788e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -10297826.000000 Penalty: 5415.783203
	Iteration 244Q: 3 clusters Score -1.029783e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -10297726.000000 Penalty: 5415.783203
	Iteration 245Q: 3 clusters Score -1.029773e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -10297672.000000 Penalty: 5415.783203
	Iteration 246Q: 3 clusters Score -1.029767e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -10297633.000000 Penalty: 5415.783203
	Iteration 247Q: 3 clusters Score -1.029763e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -10297575.000000 Penalty: 5415.783203
	Iteration 248Q: 3 clusters Score -1.029758e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -10297519.000000 Penalty: 5415.783203
	Iteration 249Q: 3 clusters Score -1.029752e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -10297470.000000 Penalty: 5415.783203
	Iteration 250Q: 3 clusters Score -1.029747e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -10297406.000000 Penalty: 5415.783203
	Iteration 251Q: 3 clusters Score -1.029741e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 51270 members 
Entering Unmasked Estep 
Score: -10297357.000000 Penalty: 5415.783203
	Iteration 252Q: 3 clusters Score -1.029736e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -10297266.000000 Penalty: 5415.783203
	Iteration 253Q: 3 clusters Score -1.029727e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -10297189.000000 Penalty: 5415.783203
	Iteration 254Q: 3 clusters Score -1.029719e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -10297165.000000 Penalty: 5415.783203
	Iteration 255Q: 3 clusters Score -1.029716e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -10297100.000000 Penalty: 5415.783203
	Iteration 256Q: 3 clusters Score -1.02971e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -10297088.000000 Penalty: 5415.783203
	Iteration 257Q: 3 clusters Score -1.029709e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -10297060.000000 Penalty: 5415.783203
	Iteration 258Q: 3 clusters Score -1.029706e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -10296991.000000 Penalty: 5415.783203
	Iteration 259Q: 3 clusters Score -1.029699e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -10296947.000000 Penalty: 5415.783203
	Iteration 260F: 3 clusters Score -1.029695e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -10296900.000000 Penalty: 5415.783203
	Iteration 261Q: 3 clusters Score -1.02969e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -10296881.000000 Penalty: 5415.783203
	Iteration 262Q: 3 clusters Score -1.029688e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -10296874.000000 Penalty: 5415.783203
	Iteration 263Q: 3 clusters Score -1.029687e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 52434 members 
Entering Unmasked Estep 
Score: -10296876.000000 Penalty: 5415.783203
	Iteration 264Q: 3 clusters Score -1.029688e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -10296865.000000 Penalty: 5415.783203
	Iteration 265Q: 3 clusters Score -1.029686e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -10296850.000000 Penalty: 5415.783203
	Iteration 266Q: 3 clusters Score -1.029685e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -10296829.000000 Penalty: 5415.783203
	Iteration 267Q: 3 clusters Score -1.029683e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -10296788.000000 Penalty: 5415.783203
	Iteration 268Q: 3 clusters Score -1.029679e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 52660 members 
Entering Unmasked Estep 
Score: -10296780.000000 Penalty: 5415.783203
	Iteration 269Q: 3 clusters Score -1.029678e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -10296759.000000 Penalty: 5415.783203
	Iteration 270Q: 3 clusters Score -1.029676e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 52741 members 
Entering Unmasked Estep 
Score: -10296753.000000 Penalty: 5415.783203
	Iteration 271Q: 3 clusters Score -1.029675e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -10296721.000000 Penalty: 5415.783203
	Iteration 272Q: 3 clusters Score -1.029672e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -10296713.000000 Penalty: 5415.783203
	Iteration 273Q: 3 clusters Score -1.029671e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -10296709.000000 Penalty: 5415.783203
	Iteration 274Q: 3 clusters Score -1.029671e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -10296688.000000 Penalty: 5415.783203
	Iteration 275Q: 3 clusters Score -1.029669e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 52896 members 
Entering Unmasked Estep 
Score: -10296680.000000 Penalty: 5415.783203
	Iteration 276Q: 3 clusters Score -1.029668e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -10296684.000000 Penalty: 5415.783203
	Iteration 277Q: 3 clusters Score -1.029668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -10296672.000000 Penalty: 5415.783203
	Iteration 278Q: 3 clusters Score -1.029667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -10296688.000000 Penalty: 5415.783203
	Iteration 279Q: 3 clusters Score -1.029669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -10296680.000000 Penalty: 5415.783203
	Iteration 280F: 3 clusters Score -1.029668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -10296674.000000 Penalty: 5415.783203
	Iteration 281Q: 3 clusters Score -1.029667e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -10296644.000000 Penalty: 5415.783203
	Iteration 282Q: 3 clusters Score -1.029664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -10296647.000000 Penalty: 5415.783203
	Iteration 283Q: 3 clusters Score -1.029665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -10296651.000000 Penalty: 5415.783203
	Iteration 284Q: 3 clusters Score -1.029665e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -10296651.000000 Penalty: 5415.783203
	Iteration 285Q: 3 clusters Score -1.029665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -10296646.000000 Penalty: 5415.783203
	Iteration 286Q: 3 clusters Score -1.029665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 53093 members 
Entering Unmasked Estep 
Score: -10296641.000000 Penalty: 5415.783203
	Iteration 287Q: 3 clusters Score -1.029664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -10296616.000000 Penalty: 5415.783203
	Iteration 288Q: 3 clusters Score -1.029662e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -10296606.000000 Penalty: 5415.783203
	Iteration 289Q: 3 clusters Score -1.029661e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -10296599.000000 Penalty: 5415.783203
	Iteration 290Q: 3 clusters Score -1.02966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 53169 members 
Entering Unmasked Estep 
Score: -10296594.000000 Penalty: 5415.783203
	Iteration 291Q: 3 clusters Score -1.029659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -10296588.000000 Penalty: 5415.783203
	Iteration 292Q: 3 clusters Score -1.029659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -10296587.000000 Penalty: 5415.783203
	Iteration 293Q: 3 clusters Score -1.029659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -10296584.000000 Penalty: 5415.783203
	Iteration 294Q: 3 clusters Score -1.029658e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -10296594.000000 Penalty: 5415.783203
	Iteration 295Q: 3 clusters Score -1.029659e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -10296588.000000 Penalty: 5415.783203
	Iteration 296Q: 3 clusters Score -1.029659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -10296565.000000 Penalty: 5415.783203
	Iteration 297Q: 3 clusters Score -1.029656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -10296585.000000 Penalty: 5415.783203
	Iteration 298Q: 3 clusters Score -1.029658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 53294 members 
Entering Unmasked Estep 
Score: -10296591.000000 Penalty: 5415.783203
	Iteration 299Q: 3 clusters Score -1.029659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -10296582.000000 Penalty: 5415.783203
	Iteration 300F: 3 clusters Score -1.029658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -10296576.000000 Penalty: 5415.783203
	Iteration 301Q: 3 clusters Score -1.029658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -10296559.000000 Penalty: 5415.783203
	Iteration 302Q: 3 clusters Score -1.029656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -10296566.000000 Penalty: 5415.783203
	Iteration 303Q: 3 clusters Score -1.029657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 53350 members 
Entering Unmasked Estep 
Score: -10296549.000000 Penalty: 5415.783203
	Iteration 304Q: 3 clusters Score -1.029655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 53358 members 
Entering Unmasked Estep 
Score: -10296548.000000 Penalty: 5415.783203
	Iteration 305Q: 3 clusters Score -1.029655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -10296552.000000 Penalty: 5415.783203
	Iteration 306Q: 3 clusters Score -1.029655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 53381 members 
Entering Unmasked Estep 
Score: -10296556.000000 Penalty: 5415.783203
	Iteration 307Q: 3 clusters Score -1.029656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -10296547.000000 Penalty: 5415.783203
	Iteration 308Q: 3 clusters Score -1.029655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -10296544.000000 Penalty: 5415.783203
	Iteration 309Q: 3 clusters Score -1.029654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -10296539.000000 Penalty: 5415.783203
	Iteration 310Q: 3 clusters Score -1.029654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 53412 members 
Entering Unmasked Estep 
Score: -10296542.000000 Penalty: 5415.783203
	Iteration 311Q: 3 clusters Score -1.029654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -10296548.000000 Penalty: 5415.783203
	Iteration 312Q: 3 clusters Score -1.029655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
Score: -10296543.000000 Penalty: 5415.783203
	Iteration 313Q: 3 clusters Score -1.029654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 53418 members 
Entering Unmasked Estep 
Score: -10296539.000000 Penalty: 5415.783203
	Iteration 314Q: 3 clusters Score -1.029654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -10296536.000000 Penalty: 5415.783203
	Iteration 315Q: 3 clusters Score -1.029654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -10296542.000000 Penalty: 5415.783203
	Iteration 316Q: 3 clusters Score -1.029654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -10296544.000000 Penalty: 5415.783203
	Iteration 317Q: 3 clusters Score -1.029654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -10296538.000000 Penalty: 5415.783203
	Iteration 318Q: 3 clusters Score -1.029654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -10296538.000000 Penalty: 5415.783203
	Iteration 319F: 3 clusters Score -1.029654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -90941.453125 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -90941.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -89419.078125 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -89419.08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -89644.171875 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -89644.17 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -89763.570312 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -89763.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -89827.484375 Penalty: 3104.752441
	Iteration 3Q: 3 clusters Score -89827.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89858.992188 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -89858.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89883.398438 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -89883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -89897.625000 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -89897.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89904.656250 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -89904.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89931.140625 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -89931.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89962.750000 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -89962.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90007.976562 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -90007.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -90023.007812 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -90023.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90031.882812 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -90031.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90040.656250 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -90040.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90044.304688 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -90044.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90048.390625 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -90048.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90051.148438 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -90051.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90055.828125 Penalty: 3104.752441
	Iteration 17Q: 3 clusters Score -90055.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90064.046875 Penalty: 3104.752441
	Iteration 18Q: 3 clusters Score -90064.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90073.992188 Penalty: 3104.752441
	Iteration 19Q: 3 clusters Score -90073.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -90086.890625 Penalty: 3104.752441
	Iteration 20F: 3 clusters Score -90086.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90097.820312 Penalty: 3104.752441
	Iteration 21Q: 3 clusters Score -90097.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90101.648438 Penalty: 3104.752441
	Iteration 22Q: 3 clusters Score -90101.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -90101.648438 Penalty: 3104.752441
	Iteration 23F: 3 clusters Score -90101.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -113026.726562 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -113026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -111321.898438 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -111321.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -112019.148438 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -112019.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112352.453125 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -112352.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112524.648438 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -112524.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112628.250000 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -112628.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112680.781250 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -112680.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112723.757812 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -112723.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -112778.085938 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -112778.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112817.859375 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -112817.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -112859.796875 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -112859.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112896.734375 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -112896.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -112923.125000 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -112923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112943.789062 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -112943.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112946.867188 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -112946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112951.007812 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -112951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112954.796875 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -112954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112956.734375 Penalty: 3365.651611
	Iteration 16Q: 3 clusters Score -112956.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -112963.687500 Penalty: 3365.651611
	Iteration 17F: 3 clusters Score -112963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112977.421875 Penalty: 3365.651611
	Iteration 18Q: 3 clusters Score -112977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112977.640625 Penalty: 3365.651611
	Iteration 19Q: 3 clusters Score -112977.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112977.640625 Penalty: 3365.651611
	Iteration 20F: 3 clusters Score -112977.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Entering Unmasked Estep 
Score: -8019533.000000 Penalty: 2648.128662
	Iteration 0F: 2 clusters Score -8019533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -7990819.500000 Penalty: 5296.257324
	Iteration 0F: 3 clusters Score -7990820 nChanged 19833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -8001875.500000 Penalty: 5296.257324
	Iteration 1F: 3 clusters Score -8001876 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -8002323.500000 Penalty: 5296.257324
	Iteration 2Q: 3 clusters Score -8002324 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -8002776.500000 Penalty: 5296.257324
	Iteration 3Q: 3 clusters Score -8002776 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -8003239.000000 Penalty: 5296.257324
	Iteration 4Q: 3 clusters Score -8003239 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -8003852.000000 Penalty: 5296.257324
	Iteration 5Q: 3 clusters Score -8003852 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -8004721.000000 Penalty: 5296.257324
	Iteration 6Q: 3 clusters Score -8004721 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -8005915.500000 Penalty: 5296.257324
	Iteration 7Q: 3 clusters Score -8005916 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -8007393.000000 Penalty: 5296.257324
	Iteration 8Q: 3 clusters Score -8007393 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -8009147.000000 Penalty: 5296.257324
	Iteration 9F: 3 clusters Score -8009147 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -8010767.500000 Penalty: 5296.257324
	Iteration 10F: 3 clusters Score -8010768 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -8012038.000000 Penalty: 5296.257324
	Iteration 11Q: 3 clusters Score -8012038 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -8012828.000000 Penalty: 5296.257324
	Iteration 12Q: 3 clusters Score -8012828 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -8013267.500000 Penalty: 5296.257324
	Iteration 13Q: 3 clusters Score -8013268 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -8013472.000000 Penalty: 5296.257324
	Iteration 14Q: 3 clusters Score -8013472 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -8013652.000000 Penalty: 5296.257324
	Iteration 15Q: 3 clusters Score -8013652 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -8013775.000000 Penalty: 5296.257324
	Iteration 16Q: 3 clusters Score -8013775 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -8013871.000000 Penalty: 5296.257324
	Iteration 17Q: 3 clusters Score -8013871 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -8013951.000000 Penalty: 5296.257324
	Iteration 18Q: 3 clusters Score -8013951 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -8014040.500000 Penalty: 5296.257324
	Iteration 19Q: 3 clusters Score -8014040 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -8014136.500000 Penalty: 5296.257324
	Iteration 20F: 3 clusters Score -8014136 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -8014237.500000 Penalty: 5296.257324
	Iteration 21Q: 3 clusters Score -8014238 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -8014388.500000 Penalty: 5296.257324
	Iteration 22Q: 3 clusters Score -8014388 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -8014487.000000 Penalty: 5296.257324
	Iteration 23Q: 3 clusters Score -8014487 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -8014627.000000 Penalty: 5296.257324
	Iteration 24Q: 3 clusters Score -8014627 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -8014792.500000 Penalty: 5296.257324
	Iteration 25Q: 3 clusters Score -8014792 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -8014954.500000 Penalty: 5296.257324
	Iteration 26Q: 3 clusters Score -8014954 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -8015134.000000 Penalty: 5296.257324
	Iteration 27Q: 3 clusters Score -8015134 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -8015320.500000 Penalty: 5296.257324
	Iteration 28Q: 3 clusters Score -8015320 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -8015471.000000 Penalty: 5296.257324
	Iteration 29Q: 3 clusters Score -8015471 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -8015660.000000 Penalty: 5296.257324
	Iteration 30Q: 3 clusters Score -8015660 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -8015779.500000 Penalty: 5296.257324
	Iteration 31Q: 3 clusters Score -8015780 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -8015950.000000 Penalty: 5296.257324
	Iteration 32Q: 3 clusters Score -8015950 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8016119.500000 Penalty: 5296.257324
	Iteration 33Q: 3 clusters Score -8016120 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -8016249.500000 Penalty: 5296.257324
	Iteration 34Q: 3 clusters Score -8016250 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8016382.500000 Penalty: 5296.257324
	Iteration 35Q: 3 clusters Score -8016382 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -8016471.000000 Penalty: 5296.257324
	Iteration 36Q: 3 clusters Score -8016471 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -8016575.000000 Penalty: 5296.257324
	Iteration 37Q: 3 clusters Score -8016575 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -8016689.000000 Penalty: 5296.257324
	Iteration 38Q: 3 clusters Score -8016689 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -8016747.500000 Penalty: 5296.257324
	Iteration 39Q: 3 clusters Score -8016748 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8016800.000000 Penalty: 5296.257324
	Iteration 40F: 3 clusters Score -8016800 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -8016880.000000 Penalty: 5296.257324
	Iteration 41Q: 3 clusters Score -8016880 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8016901.500000 Penalty: 5296.257324
	Iteration 42Q: 3 clusters Score -8016902 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8016957.000000 Penalty: 5296.257324
	Iteration 43Q: 3 clusters Score -8016957 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8016990.500000 Penalty: 5296.257324
	Iteration 44Q: 3 clusters Score -8016990 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8017025.000000 Penalty: 5296.257324
	Iteration 45Q: 3 clusters Score -8017025 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8017078.500000 Penalty: 5296.257324
	Iteration 46Q: 3 clusters Score -8017078 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8017126.500000 Penalty: 5296.257324
	Iteration 47Q: 3 clusters Score -8017126 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8017162.500000 Penalty: 5296.257324
	Iteration 48Q: 3 clusters Score -8017162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8017183.500000 Penalty: 5296.257324
	Iteration 49Q: 3 clusters Score -8017184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8017213.000000 Penalty: 5296.257324
	Iteration 50Q: 3 clusters Score -8017213 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8017229.500000 Penalty: 5296.257324
	Iteration 51Q: 3 clusters Score -8017230 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8017267.500000 Penalty: 5296.257324
	Iteration 52Q: 3 clusters Score -8017268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8017292.000000 Penalty: 5296.257324
	Iteration 53Q: 3 clusters Score -8017292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8017318.500000 Penalty: 5296.257324
	Iteration 54Q: 3 clusters Score -8017318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8017328.500000 Penalty: 5296.257324
	Iteration 55Q: 3 clusters Score -8017328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8017335.500000 Penalty: 5296.257324
	Iteration 56Q: 3 clusters Score -8017336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8017348.000000 Penalty: 5296.257324
	Iteration 57Q: 3 clusters Score -8017348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8017349.500000 Penalty: 5296.257324
	Iteration 58Q: 3 clusters Score -8017350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8017367.000000 Penalty: 5296.257324
	Iteration 59Q: 3 clusters Score -8017367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8017356.000000 Penalty: 5296.257324
	Iteration 60F: 3 clusters Score -8017356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8017367.500000 Penalty: 5296.257324
	Iteration 61Q: 3 clusters Score -8017368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8017381.500000 Penalty: 5296.257324
	Iteration 62Q: 3 clusters Score -8017382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8017392.000000 Penalty: 5296.257324
	Iteration 63Q: 3 clusters Score -8017392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8017384.000000 Penalty: 5296.257324
	Iteration 64Q: 3 clusters Score -8017384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8017400.000000 Penalty: 5296.257324
	Iteration 65Q: 3 clusters Score -8017400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8017399.000000 Penalty: 5296.257324
	Iteration 66Q: 3 clusters Score -8017399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8017401.000000 Penalty: 5296.257324
	Iteration 67Q: 3 clusters Score -8017401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8017412.500000 Penalty: 5296.257324
	Iteration 68Q: 3 clusters Score -8017412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8017423.000000 Penalty: 5296.257324
	Iteration 69Q: 3 clusters Score -8017423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8017420.000000 Penalty: 5296.257324
	Iteration 70Q: 3 clusters Score -8017420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8017411.500000 Penalty: 5296.257324
	Iteration 71Q: 3 clusters Score -8017412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8017420.500000 Penalty: 5296.257324
	Iteration 72Q: 3 clusters Score -8017420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8017426.000000 Penalty: 5296.257324
	Iteration 73Q: 3 clusters Score -8017426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8017432.000000 Penalty: 5296.257324
	Iteration 74Q: 3 clusters Score -8017432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8017437.000000 Penalty: 5296.257324
	Iteration 75Q: 3 clusters Score -8017437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8017433.000000 Penalty: 5296.257324
	Iteration 76Q: 3 clusters Score -8017433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8017440.500000 Penalty: 5296.257324
	Iteration 77Q: 3 clusters Score -8017440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8017449.000000 Penalty: 5296.257324
	Iteration 78Q: 3 clusters Score -8017449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8017443.000000 Penalty: 5296.257324
	Iteration 79Q: 3 clusters Score -8017443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8017451.000000 Penalty: 5296.257324
	Iteration 80F: 3 clusters Score -8017451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8017456.500000 Penalty: 5296.257324
	Iteration 81Q: 3 clusters Score -8017456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8017453.500000 Penalty: 5296.257324
	Iteration 82Q: 3 clusters Score -8017454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8017461.500000 Penalty: 5296.257324
	Iteration 83Q: 3 clusters Score -8017462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8017471.500000 Penalty: 5296.257324
	Iteration 84Q: 3 clusters Score -8017472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8017473.000000 Penalty: 5296.257324
	Iteration 85Q: 3 clusters Score -8017473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8017481.500000 Penalty: 5296.257324
	Iteration 86Q: 3 clusters Score -8017482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8017478.500000 Penalty: 5296.257324
	Iteration 87Q: 3 clusters Score -8017478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8017478.000000 Penalty: 5296.257324
	Iteration 88Q: 3 clusters Score -8017478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8017476.000000 Penalty: 5296.257324
	Iteration 89Q: 3 clusters Score -8017476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8017476.000000 Penalty: 5296.257324
	Iteration 90Q: 3 clusters Score -8017476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8017479.500000 Penalty: 5296.257324
	Iteration 91Q: 3 clusters Score -8017480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8017479.500000 Penalty: 5296.257324
	Iteration 92F: 3 clusters Score -8017480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Entering Unmasked Estep 
Score: -8022801.000000 Penalty: 2648.528320
	Iteration 0F: 2 clusters Score -8022801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -7994183.000000 Penalty: 5297.056641
	Iteration 0F: 3 clusters Score -7994183 nChanged 19841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -8005225.500000 Penalty: 5297.056641
	Iteration 1F: 3 clusters Score -8005226 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -8005871.500000 Penalty: 5297.056641
	Iteration 2Q: 3 clusters Score -8005872 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -8006850.500000 Penalty: 5297.056641
	Iteration 3Q: 3 clusters Score -8006850 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -8008307.500000 Penalty: 5297.056641
	Iteration 4F: 3 clusters Score -8008308 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -8010657.000000 Penalty: 5297.056641
	Iteration 5F: 3 clusters Score -8010657 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -8013722.000000 Penalty: 5297.056641
	Iteration 6F: 3 clusters Score -8013722 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -8016803.500000 Penalty: 5297.056641
	Iteration 7F: 3 clusters Score -8016804 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -8019123.500000 Penalty: 5297.056641
	Iteration 8F: 3 clusters Score -8019124 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -8020408.500000 Penalty: 5297.056641
	Iteration 9Q: 3 clusters Score -8020408 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -8020929.500000 Penalty: 5297.056641
	Iteration 10Q: 3 clusters Score -8020930 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -8021209.500000 Penalty: 5297.056641
	Iteration 11Q: 3 clusters Score -8021210 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -8021357.000000 Penalty: 5297.056641
	Iteration 12Q: 3 clusters Score -8021357 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -8021406.000000 Penalty: 5297.056641
	Iteration 13Q: 3 clusters Score -8021406 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -8021428.500000 Penalty: 5297.056641
	Iteration 14Q: 3 clusters Score -8021428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -8021457.000000 Penalty: 5297.056641
	Iteration 15Q: 3 clusters Score -8021457 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -8021471.000000 Penalty: 5297.056641
	Iteration 16Q: 3 clusters Score -8021471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -8021471.500000 Penalty: 5297.056641
	Iteration 17Q: 3 clusters Score -8021472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -8021457.000000 Penalty: 5297.056641
	Iteration 18Q: 3 clusters Score -8021457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8021446.500000 Penalty: 5297.056641
	Iteration 19Q: 3 clusters Score -8021446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -8021454.000000 Penalty: 5297.056641
	Iteration 20F: 3 clusters Score -8021454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -8021446.000000 Penalty: 5297.056641
	Iteration 21Q: 3 clusters Score -8021446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -8021441.500000 Penalty: 5297.056641
	Iteration 22Q: 3 clusters Score -8021442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -8021442.000000 Penalty: 5297.056641
	Iteration 23Q: 3 clusters Score -8021442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -8021442.500000 Penalty: 5297.056641
	Iteration 24Q: 3 clusters Score -8021442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -8021436.500000 Penalty: 5297.056641
	Iteration 25Q: 3 clusters Score -8021436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -8021435.500000 Penalty: 5297.056641
	Iteration 26Q: 3 clusters Score -8021436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -8021438.000000 Penalty: 5297.056641
	Iteration 27Q: 3 clusters Score -8021438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -8021441.000000 Penalty: 5297.056641
	Iteration 28Q: 3 clusters Score -8021441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -8021450.500000 Penalty: 5297.056641
	Iteration 29Q: 3 clusters Score -8021450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -8021441.000000 Penalty: 5297.056641
	Iteration 30Q: 3 clusters Score -8021441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -8021443.000000 Penalty: 5297.056641
	Iteration 31Q: 3 clusters Score -8021443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -8021439.000000 Penalty: 5297.056641
	Iteration 32Q: 3 clusters Score -8021439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -8021447.000000 Penalty: 5297.056641
	Iteration 33Q: 3 clusters Score -8021447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -8021444.500000 Penalty: 5297.056641
	Iteration 34Q: 3 clusters Score -8021444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -8021442.000000 Penalty: 5297.056641
	Iteration 35Q: 3 clusters Score -8021442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -8021434.500000 Penalty: 5297.056641
	Iteration 36Q: 3 clusters Score -8021434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -8021434.500000 Penalty: 5297.056641
	Iteration 37Q: 3 clusters Score -8021434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -8021436.000000 Penalty: 5297.056641
	Iteration 38Q: 3 clusters Score -8021436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -8021439.000000 Penalty: 5297.056641
	Iteration 39Q: 3 clusters Score -8021439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -8021436.500000 Penalty: 5297.056641
	Iteration 40F: 3 clusters Score -8021436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -8021433.000000 Penalty: 5297.056641
	Iteration 41Q: 3 clusters Score -8021433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -8021433.000000 Penalty: 5297.056641
	Iteration 42F: 3 clusters Score -8021433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -86615.578125 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -86615.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -85132.976562 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -85132.98 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -85375.953125 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -85375.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85476.398438 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -85476.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85591.031250 Penalty: 3143.942627
	Iteration 3F: 3 clusters Score -85591.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85713.007812 Penalty: 3143.942627
	Iteration 4F: 3 clusters Score -85713.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -85840.351562 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -85840.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85928.750000 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -85928.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86020.375000 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -86020.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86119.109375 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -86119.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86188.156250 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -86188.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86246.500000 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -86246.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86286.468750 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -86286.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86316.882812 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -86316.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -86346.546875 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -86346.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86375.085938 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -86375.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86378.812500 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -86378.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -86380.093750 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -86380.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -86382.539062 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -86382.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86384.382812 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -86384.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86393.429688 Penalty: 3143.942627
	Iteration 19F: 3 clusters Score -86393.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86415.476562 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -86415.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86441.492188 Penalty: 3143.942627
	Iteration 21Q: 3 clusters Score -86441.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86466.085938 Penalty: 3143.942627
	Iteration 22Q: 3 clusters Score -86466.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -86485.875000 Penalty: 3143.942627
	Iteration 23Q: 3 clusters Score -86485.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86493.804688 Penalty: 3143.942627
	Iteration 24Q: 3 clusters Score -86493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86503.515625 Penalty: 3143.942627
	Iteration 25Q: 3 clusters Score -86503.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86511.460938 Penalty: 3143.942627
	Iteration 26Q: 3 clusters Score -86511.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86528.710938 Penalty: 3143.942627
	Iteration 27Q: 3 clusters Score -86528.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86567.960938 Penalty: 3143.942627
	Iteration 28Q: 3 clusters Score -86567.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -86595.000000 Penalty: 3143.942627
	Iteration 29Q: 3 clusters Score -86595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86639.765625 Penalty: 3143.942627
	Iteration 30Q: 3 clusters Score -86639.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86667.117188 Penalty: 3143.942627
	Iteration 31Q: 3 clusters Score -86667.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86679.445312 Penalty: 3143.942627
	Iteration 32Q: 3 clusters Score -86679.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86721.882812 Penalty: 3143.942627
	Iteration 33Q: 3 clusters Score -86721.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -86742.632812 Penalty: 3143.942627
	Iteration 34Q: 3 clusters Score -86742.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -86756.523438 Penalty: 3143.942627
	Iteration 35Q: 3 clusters Score -86756.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86771.765625 Penalty: 3143.942627
	Iteration 36Q: 3 clusters Score -86771.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86775.398438 Penalty: 3143.942627
	Iteration 37F: 3 clusters Score -86775.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -86779.312500 Penalty: 3143.942627
	Iteration 38Q: 3 clusters Score -86779.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -86779.312500 Penalty: 3143.942627
	Iteration 39F: 3 clusters Score -86779.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 44126 members 
Mstep: Class 3 contains 47651 members 
Mstep: Class 4 contains 46159 members 
Mstep: Class 5 contains 50693 members 
Mstep: Class 6 contains 45630 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45119 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45153 members 
Mstep: Class 11 contains 47342 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55211 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43388 members 
Mstep: Class 17 contains 43458 members 
Mstep: Class 18 contains 259 members 
Mstep: Class 19 contains 49563 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49400 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45753 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
Score: -126915344.000000 Penalty: 80096.007812
Splitting cluster 18 changes total score from -126916624.000000 to -126915344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Entering Unmasked Estep 
Score: -9075958.000000 Penalty: 2681.127930
	Iteration 0F: 2 clusters Score -9075958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -9043306.000000 Penalty: 5362.255859
	Iteration 0F: 3 clusters Score -9043306 nChanged 22785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -9055766.000000 Penalty: 5362.255859
	Iteration 1F: 3 clusters Score -9055766 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -9056114.000000 Penalty: 5362.255859
	Iteration 2Q: 3 clusters Score -9056114 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -9056517.000000 Penalty: 5362.255859
	Iteration 3Q: 3 clusters Score -9056517 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -9056880.000000 Penalty: 5362.255859
	Iteration 4Q: 3 clusters Score -9056880 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -9057332.000000 Penalty: 5362.255859
	Iteration 5Q: 3 clusters Score -9057332 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -9057973.000000 Penalty: 5362.255859
	Iteration 6Q: 3 clusters Score -9057973 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -9058875.000000 Penalty: 5362.255859
	Iteration 7Q: 3 clusters Score -9058875 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -9060421.000000 Penalty: 5362.255859
	Iteration 8F: 3 clusters Score -9060421 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -9062963.000000 Penalty: 5362.255859
	Iteration 9F: 3 clusters Score -9062963 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -9066463.000000 Penalty: 5362.255859
	Iteration 10F: 3 clusters Score -9066463 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -9069926.000000 Penalty: 5362.255859
	Iteration 11F: 3 clusters Score -9069926 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -9072128.000000 Penalty: 5362.255859
	Iteration 12Q: 3 clusters Score -9072128 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -9072897.000000 Penalty: 5362.255859
	Iteration 13Q: 3 clusters Score -9072897 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -9073225.000000 Penalty: 5362.255859
	Iteration 14Q: 3 clusters Score -9073225 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -9073392.000000 Penalty: 5362.255859
	Iteration 15Q: 3 clusters Score -9073392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -9073484.000000 Penalty: 5362.255859
	Iteration 16Q: 3 clusters Score -9073484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -9073534.000000 Penalty: 5362.255859
	Iteration 17Q: 3 clusters Score -9073534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -9073547.000000 Penalty: 5362.255859
	Iteration 18Q: 3 clusters Score -9073547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -9073574.000000 Penalty: 5362.255859
	Iteration 19Q: 3 clusters Score -9073574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -9073584.000000 Penalty: 5362.255859
	Iteration 20F: 3 clusters Score -9073584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -9073588.000000 Penalty: 5362.255859
	Iteration 21Q: 3 clusters Score -9073588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -9073595.000000 Penalty: 5362.255859
	Iteration 22Q: 3 clusters Score -9073595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -9073599.000000 Penalty: 5362.255859
	Iteration 23Q: 3 clusters Score -9073599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -9073601.000000 Penalty: 5362.255859
	Iteration 24Q: 3 clusters Score -9073601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 49327 members 
Entering Unmasked Estep 
Score: -9073601.000000 Penalty: 5362.255859
	Iteration 25F: 3 clusters Score -9073601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -48002.226562 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -48002.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -46789.976562 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -46789.98 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47362.253906 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -47362.25 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47789.667969 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -47789.67 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -47940.476562 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -47940.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -48062.406250 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -48062.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48179.847656 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -48179.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -48213.339844 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -48213.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48242.152344 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -48242.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -48262.636719 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -48262.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -48270.640625 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -48270.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -48273.105469 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -48273.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -48273.105469 Penalty: 3093.239258
	Iteration 11F: 3 clusters Score -48273.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 44126 members 
Mstep: Class 3 contains 47651 members 
Mstep: Class 4 contains 46159 members 
Mstep: Class 5 contains 50693 members 
Mstep: Class 6 contains 45630 members 
Mstep: Class 7 contains 343 members 
Mstep: Class 8 contains 45119 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45153 members 
Mstep: Class 11 contains 47342 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55211 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43388 members 
Mstep: Class 17 contains 43458 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49563 members 
Mstep: Class 20 contains 168 members 
Mstep: Class 21 contains 49400 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45753 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
Score: -126915392.000000 Penalty: 80096.007812
Splitting cluster 20 changes total score from -126916624.000000 to -126915392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (49400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Entering Unmasked Estep 
Score: -9158512.000000 Penalty: 2680.311035
	Iteration 0F: 2 clusters Score -9158512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -9129382.000000 Penalty: 5360.622070
	Iteration 0F: 3 clusters Score -9129382 nChanged 23084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -9142028.000000 Penalty: 5360.622070
	Iteration 1F: 3 clusters Score -9142028 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -9142524.000000 Penalty: 5360.622070
	Iteration 2Q: 3 clusters Score -9142524 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -9143049.000000 Penalty: 5360.622070
	Iteration 3Q: 3 clusters Score -9143049 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -9143575.000000 Penalty: 5360.622070
	Iteration 4Q: 3 clusters Score -9143575 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -9144132.000000 Penalty: 5360.622070
	Iteration 5Q: 3 clusters Score -9144132 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -9145027.000000 Penalty: 5360.622070
	Iteration 6Q: 3 clusters Score -9145027 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -9146532.000000 Penalty: 5360.622070
	Iteration 7F: 3 clusters Score -9146532 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -9148693.000000 Penalty: 5360.622070
	Iteration 8F: 3 clusters Score -9148693 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -9151508.000000 Penalty: 5360.622070
	Iteration 9F: 3 clusters Score -9151508 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -9154285.000000 Penalty: 5360.622070
	Iteration 10F: 3 clusters Score -9154285 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -9155950.000000 Penalty: 5360.622070
	Iteration 11F: 3 clusters Score -9155950 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -9156393.000000 Penalty: 5360.622070
	Iteration 12Q: 3 clusters Score -9156393 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -9156582.000000 Penalty: 5360.622070
	Iteration 13Q: 3 clusters Score -9156582 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -9156632.000000 Penalty: 5360.622070
	Iteration 14Q: 3 clusters Score -9156632 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9156598.000000 Penalty: 5360.622070
	Iteration 15Q: 3 clusters Score -9156598 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9156655.000000 Penalty: 5360.622070
	Iteration 16Q: 3 clusters Score -9156655 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9156668.000000 Penalty: 5360.622070
	Iteration 17Q: 3 clusters Score -9156668 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9156630.000000 Penalty: 5360.622070
	Iteration 18Q: 3 clusters Score -9156630 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9156630.000000 Penalty: 5360.622070
	Iteration 19Q: 3 clusters Score -9156630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9156617.000000 Penalty: 5360.622070
	Iteration 20F: 3 clusters Score -9156617 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9156642.000000 Penalty: 5360.622070
	Iteration 21Q: 3 clusters Score -9156642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9156624.000000 Penalty: 5360.622070
	Iteration 22Q: 3 clusters Score -9156624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9156610.000000 Penalty: 5360.622070
	Iteration 23Q: 3 clusters Score -9156610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9156616.000000 Penalty: 5360.622070
	Iteration 24Q: 3 clusters Score -9156616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9156612.000000 Penalty: 5360.622070
	Iteration 25Q: 3 clusters Score -9156612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9156606.000000 Penalty: 5360.622070
	Iteration 26Q: 3 clusters Score -9156606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9156610.000000 Penalty: 5360.622070
	Iteration 27Q: 3 clusters Score -9156610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9156606.000000 Penalty: 5360.622070
	Iteration 28Q: 3 clusters Score -9156606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9156601.000000 Penalty: 5360.622070
	Iteration 29Q: 3 clusters Score -9156601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9156606.000000 Penalty: 5360.622070
	Iteration 30Q: 3 clusters Score -9156606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9156606.000000 Penalty: 5360.622070
	Iteration 31F: 3 clusters Score -9156606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -436193.781250 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -436193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -433277.687500 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -433277.7 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -434085.843750 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -434085.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -434473.968750 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -434474 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -434863.406250 Penalty: 3889.965088
	Iteration 3F: 3 clusters Score -434863.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -435197.125000 Penalty: 3889.965088
	Iteration 4F: 3 clusters Score -435197.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -435374.500000 Penalty: 3889.965088
	Iteration 5F: 3 clusters Score -435374.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -435493.093750 Penalty: 3889.965088
	Iteration 6Q: 3 clusters Score -435493.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -435561.031250 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -435561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -435602.843750 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -435602.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -435622.562500 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -435622.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -435634.437500 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -435634.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -435641.312500 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -435641.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -435646.000000 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -435646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -435648.406250 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -435648.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -435651.218750 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -435651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -435653.343750 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -435653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -435653.312500 Penalty: 3889.965088
	Iteration 16Q: 3 clusters Score -435653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -435654.125000 Penalty: 3889.965088
	Iteration 17Q: 3 clusters Score -435654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -435653.625000 Penalty: 3889.965088
	Iteration 18Q: 3 clusters Score -435653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -435653.625000 Penalty: 3889.965088
	Iteration 19F: 3 clusters Score -435653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Entering Unmasked Estep 
Score: -8372533.500000 Penalty: 2661.291016
	Iteration 0F: 2 clusters Score -8372534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -8342209.000000 Penalty: 5322.582031
	Iteration 0F: 3 clusters Score -8342209 nChanged 21019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -8353642.000000 Penalty: 5322.582031
	Iteration 1F: 3 clusters Score -8353642 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -8354078.000000 Penalty: 5322.582031
	Iteration 2Q: 3 clusters Score -8354078 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -8354495.500000 Penalty: 5322.582031
	Iteration 3Q: 3 clusters Score -8354496 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -8354932.500000 Penalty: 5322.582031
	Iteration 4Q: 3 clusters Score -8354932 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -8355381.500000 Penalty: 5322.582031
	Iteration 5Q: 3 clusters Score -8355382 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -8355969.500000 Penalty: 5322.582031
	Iteration 6Q: 3 clusters Score -8355970 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -8356901.000000 Penalty: 5322.582031
	Iteration 7Q: 3 clusters Score -8356901 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -8358256.500000 Penalty: 5322.582031
	Iteration 8Q: 3 clusters Score -8358256 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -8360088.000000 Penalty: 5322.582031
	Iteration 9F: 3 clusters Score -8360088 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -8362448.500000 Penalty: 5322.582031
	Iteration 10F: 3 clusters Score -8362448 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -8364799.000000 Penalty: 5322.582031
	Iteration 11F: 3 clusters Score -8364799 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -8366499.000000 Penalty: 5322.582031
	Iteration 12F: 3 clusters Score -8366499 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -8367423.500000 Penalty: 5322.582031
	Iteration 13Q: 3 clusters Score -8367424 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -8368038.500000 Penalty: 5322.582031
	Iteration 14Q: 3 clusters Score -8368038 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -8368628.500000 Penalty: 5322.582031
	Iteration 15Q: 3 clusters Score -8368628 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -8369158.000000 Penalty: 5322.582031
	Iteration 16Q: 3 clusters Score -8369158 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -8369559.000000 Penalty: 5322.582031
	Iteration 17Q: 3 clusters Score -8369559 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -8369921.000000 Penalty: 5322.582031
	Iteration 18Q: 3 clusters Score -8369921 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -8370192.500000 Penalty: 5322.582031
	Iteration 19Q: 3 clusters Score -8370192 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -8370365.000000 Penalty: 5322.582031
	Iteration 20F: 3 clusters Score -8370365 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -8370544.000000 Penalty: 5322.582031
	Iteration 21Q: 3 clusters Score -8370544 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -8370651.000000 Penalty: 5322.582031
	Iteration 22Q: 3 clusters Score -8370651 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -8370811.500000 Penalty: 5322.582031
	Iteration 23Q: 3 clusters Score -8370812 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -8370918.000000 Penalty: 5322.582031
	Iteration 24Q: 3 clusters Score -8370918 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -8370982.500000 Penalty: 5322.582031
	Iteration 25Q: 3 clusters Score -8370982 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -8371055.000000 Penalty: 5322.582031
	Iteration 26Q: 3 clusters Score -8371055 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -8371128.500000 Penalty: 5322.582031
	Iteration 27Q: 3 clusters Score -8371128 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -8371204.500000 Penalty: 5322.582031
	Iteration 28Q: 3 clusters Score -8371204 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -8371238.500000 Penalty: 5322.582031
	Iteration 29Q: 3 clusters Score -8371238 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -8371259.500000 Penalty: 5322.582031
	Iteration 30Q: 3 clusters Score -8371260 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -8371287.500000 Penalty: 5322.582031
	Iteration 31Q: 3 clusters Score -8371288 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -8371375.000000 Penalty: 5322.582031
	Iteration 32Q: 3 clusters Score -8371375 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -8371413.500000 Penalty: 5322.582031
	Iteration 33Q: 3 clusters Score -8371414 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -8371396.500000 Penalty: 5322.582031
	Iteration 34Q: 3 clusters Score -8371396 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -8371452.000000 Penalty: 5322.582031
	Iteration 35Q: 3 clusters Score -8371452 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -8371463.500000 Penalty: 5322.582031
	Iteration 36Q: 3 clusters Score -8371464 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -8371472.000000 Penalty: 5322.582031
	Iteration 37Q: 3 clusters Score -8371472 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -8371489.000000 Penalty: 5322.582031
	Iteration 38Q: 3 clusters Score -8371489 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -8371495.000000 Penalty: 5322.582031
	Iteration 39Q: 3 clusters Score -8371495 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -8371509.000000 Penalty: 5322.582031
	Iteration 40F: 3 clusters Score -8371509 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -8371554.000000 Penalty: 5322.582031
	Iteration 41Q: 3 clusters Score -8371554 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -8371583.000000 Penalty: 5322.582031
	Iteration 42Q: 3 clusters Score -8371583 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -8371594.500000 Penalty: 5322.582031
	Iteration 43Q: 3 clusters Score -8371594 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -8371615.000000 Penalty: 5322.582031
	Iteration 44Q: 3 clusters Score -8371615 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -8371624.500000 Penalty: 5322.582031
	Iteration 45Q: 3 clusters Score -8371624 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -8371626.000000 Penalty: 5322.582031
	Iteration 46Q: 3 clusters Score -8371626 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -8371643.000000 Penalty: 5322.582031
	Iteration 47Q: 3 clusters Score -8371643 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -8371661.000000 Penalty: 5322.582031
	Iteration 48Q: 3 clusters Score -8371661 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -8371675.000000 Penalty: 5322.582031
	Iteration 49Q: 3 clusters Score -8371675 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -8371680.500000 Penalty: 5322.582031
	Iteration 50Q: 3 clusters Score -8371680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -8371688.000000 Penalty: 5322.582031
	Iteration 51Q: 3 clusters Score -8371688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -8371696.500000 Penalty: 5322.582031
	Iteration 52Q: 3 clusters Score -8371696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -8371727.000000 Penalty: 5322.582031
	Iteration 53Q: 3 clusters Score -8371727 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -8371732.000000 Penalty: 5322.582031
	Iteration 54Q: 3 clusters Score -8371732 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -8371741.500000 Penalty: 5322.582031
	Iteration 55Q: 3 clusters Score -8371742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -8371752.500000 Penalty: 5322.582031
	Iteration 56Q: 3 clusters Score -8371752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -8371741.500000 Penalty: 5322.582031
	Iteration 57Q: 3 clusters Score -8371742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -8371759.500000 Penalty: 5322.582031
	Iteration 58Q: 3 clusters Score -8371760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -8371757.500000 Penalty: 5322.582031
	Iteration 59Q: 3 clusters Score -8371758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -8371764.500000 Penalty: 5322.582031
	Iteration 60F: 3 clusters Score -8371764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -8371778.500000 Penalty: 5322.582031
	Iteration 61Q: 3 clusters Score -8371778 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -8371775.000000 Penalty: 5322.582031
	Iteration 62Q: 3 clusters Score -8371775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -8371775.000000 Penalty: 5322.582031
	Iteration 63Q: 3 clusters Score -8371775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -8371767.500000 Penalty: 5322.582031
	Iteration 64Q: 3 clusters Score -8371768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -8371774.000000 Penalty: 5322.582031
	Iteration 65Q: 3 clusters Score -8371774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -8371777.500000 Penalty: 5322.582031
	Iteration 66Q: 3 clusters Score -8371778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -8371779.500000 Penalty: 5322.582031
	Iteration 67Q: 3 clusters Score -8371780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -8371768.000000 Penalty: 5322.582031
	Iteration 68Q: 3 clusters Score -8371768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -8371783.000000 Penalty: 5322.582031
	Iteration 69Q: 3 clusters Score -8371783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -8371776.000000 Penalty: 5322.582031
	Iteration 70Q: 3 clusters Score -8371776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -8371787.000000 Penalty: 5322.582031
	Iteration 71Q: 3 clusters Score -8371787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -8371791.500000 Penalty: 5322.582031
	Iteration 72Q: 3 clusters Score -8371792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -8371796.000000 Penalty: 5322.582031
	Iteration 73Q: 3 clusters Score -8371796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -8371794.000000 Penalty: 5322.582031
	Iteration 74Q: 3 clusters Score -8371794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -8371800.000000 Penalty: 5322.582031
	Iteration 75Q: 3 clusters Score -8371800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -8371799.000000 Penalty: 5322.582031
	Iteration 76Q: 3 clusters Score -8371799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -8371805.000000 Penalty: 5322.582031
	Iteration 77Q: 3 clusters Score -8371805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -8371809.500000 Penalty: 5322.582031
	Iteration 78Q: 3 clusters Score -8371810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -8371810.500000 Penalty: 5322.582031
	Iteration 79Q: 3 clusters Score -8371810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -8371813.000000 Penalty: 5322.582031
	Iteration 80F: 3 clusters Score -8371813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -8371822.000000 Penalty: 5322.582031
	Iteration 81Q: 3 clusters Score -8371822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -8371804.000000 Penalty: 5322.582031
	Iteration 82Q: 3 clusters Score -8371804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -8371808.000000 Penalty: 5322.582031
	Iteration 83Q: 3 clusters Score -8371808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -8371806.000000 Penalty: 5322.582031
	Iteration 84Q: 3 clusters Score -8371806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -8371809.000000 Penalty: 5322.582031
	Iteration 85Q: 3 clusters Score -8371809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -8371818.500000 Penalty: 5322.582031
	Iteration 86Q: 3 clusters Score -8371818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -8371815.000000 Penalty: 5322.582031
	Iteration 87Q: 3 clusters Score -8371815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -8371807.000000 Penalty: 5322.582031
	Iteration 88Q: 3 clusters Score -8371807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -8371815.000000 Penalty: 5322.582031
	Iteration 89Q: 3 clusters Score -8371815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -8371810.500000 Penalty: 5322.582031
	Iteration 90Q: 3 clusters Score -8371810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -8371814.000000 Penalty: 5322.582031
	Iteration 91Q: 3 clusters Score -8371814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -8371821.000000 Penalty: 5322.582031
	Iteration 92Q: 3 clusters Score -8371821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -8371828.000000 Penalty: 5322.582031
	Iteration 93Q: 3 clusters Score -8371828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -8371816.500000 Penalty: 5322.582031
	Iteration 94Q: 3 clusters Score -8371816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -8371807.000000 Penalty: 5322.582031
	Iteration 95Q: 3 clusters Score -8371807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -8371812.000000 Penalty: 5322.582031
	Iteration 96Q: 3 clusters Score -8371812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -8371816.000000 Penalty: 5322.582031
	Iteration 97Q: 3 clusters Score -8371816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -8371800.500000 Penalty: 5322.582031
	Iteration 98Q: 3 clusters Score -8371800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -8371806.000000 Penalty: 5322.582031
	Iteration 99Q: 3 clusters Score -8371806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -8371805.500000 Penalty: 5322.582031
	Iteration 100F: 3 clusters Score -8371806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -8371803.500000 Penalty: 5322.582031
	Iteration 101Q: 3 clusters Score -8371804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -8371798.000000 Penalty: 5322.582031
	Iteration 102Q: 3 clusters Score -8371798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -8371804.500000 Penalty: 5322.582031
	Iteration 103Q: 3 clusters Score -8371804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -8371807.500000 Penalty: 5322.582031
	Iteration 104Q: 3 clusters Score -8371808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -8371807.000000 Penalty: 5322.582031
	Iteration 105Q: 3 clusters Score -8371807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -8371799.000000 Penalty: 5322.582031
	Iteration 106Q: 3 clusters Score -8371799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -8371801.000000 Penalty: 5322.582031
	Iteration 107Q: 3 clusters Score -8371801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -8371801.000000 Penalty: 5322.582031
	Iteration 108F: 3 clusters Score -8371801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -133731.593750 Penalty: 1676.870117
	Iteration 0F: 2 clusters Score -133731.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -131964.093750 Penalty: 3353.740234
	Iteration 0F: 3 clusters Score -131964.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -132361.875000 Penalty: 3353.740234
	Iteration 1F: 3 clusters Score -132361.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -132583.984375 Penalty: 3353.740234
	Iteration 2F: 3 clusters Score -132584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -132725.031250 Penalty: 3353.740234
	Iteration 3F: 3 clusters Score -132725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -132841.625000 Penalty: 3353.740234
	Iteration 4Q: 3 clusters Score -132841.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -132932.234375 Penalty: 3353.740234
	Iteration 5Q: 3 clusters Score -132932.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -132998.812500 Penalty: 3353.740234
	Iteration 6Q: 3 clusters Score -132998.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -133042.593750 Penalty: 3353.740234
	Iteration 7Q: 3 clusters Score -133042.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -133068.953125 Penalty: 3353.740234
	Iteration 8Q: 3 clusters Score -133069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -133083.093750 Penalty: 3353.740234
	Iteration 9Q: 3 clusters Score -133083.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -133102.859375 Penalty: 3353.740234
	Iteration 10Q: 3 clusters Score -133102.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -133108.953125 Penalty: 3353.740234
	Iteration 11Q: 3 clusters Score -133109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -133110.484375 Penalty: 3353.740234
	Iteration 12Q: 3 clusters Score -133110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -133110.484375 Penalty: 3353.740234
	Iteration 13F: 3 clusters Score -133110.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 44126 members 
Mstep: Class 3 contains 47651 members 
Mstep: Class 4 contains 46159 members 
Mstep: Class 5 contains 50693 members 
Mstep: Class 6 contains 45630 members 
Mstep: Class 8 contains 45119 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45153 members 
Mstep: Class 11 contains 47342 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55211 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43388 members 
Mstep: Class 17 contains 43458 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49563 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49400 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45753 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916848.000000 Penalty: 76758.679688
Iteration 399Q: 24 clusters Score -1.269168e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 44130 members 
Mstep: Class 3 contains 47628 members 
Mstep: Class 4 contains 46146 members 
Mstep: Class 5 contains 50677 members 
Mstep: Class 6 contains 45637 members 
Mstep: Class 8 contains 45121 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45153 members 
Mstep: Class 11 contains 47345 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55219 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43392 members 
Mstep: Class 17 contains 43460 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49578 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49424 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45726 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916880.000000 Penalty: 76758.679688
Iteration 400F: 24 clusters Score -1.269169e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 44125 members 
Mstep: Class 3 contains 47640 members 
Mstep: Class 4 contains 46132 members 
Mstep: Class 5 contains 50641 members 
Mstep: Class 6 contains 45638 members 
Mstep: Class 8 contains 45097 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45163 members 
Mstep: Class 11 contains 47353 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55233 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43416 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49584 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49408 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45731 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916864.000000 Penalty: 76758.679688
Iteration 401Q: 24 clusters Score -1.269169e+08 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 44126 members 
Mstep: Class 3 contains 47665 members 
Mstep: Class 4 contains 46128 members 
Mstep: Class 5 contains 50582 members 
Mstep: Class 6 contains 45614 members 
Mstep: Class 8 contains 45097 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45159 members 
Mstep: Class 11 contains 47373 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55258 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43442 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49583 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49403 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45714 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916800.000000 Penalty: 76758.679688
Iteration 402Q: 24 clusters Score -1.269168e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 44127 members 
Mstep: Class 3 contains 47659 members 
Mstep: Class 4 contains 46128 members 
Mstep: Class 5 contains 50558 members 
Mstep: Class 6 contains 45592 members 
Mstep: Class 8 contains 45117 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45135 members 
Mstep: Class 11 contains 47400 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55273 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43457 members 
Mstep: Class 17 contains 43479 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49577 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49395 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45708 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916840.000000 Penalty: 76758.679688
Iteration 403Q: 24 clusters Score -1.269168e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 44120 members 
Mstep: Class 3 contains 47673 members 
Mstep: Class 4 contains 46151 members 
Mstep: Class 5 contains 50524 members 
Mstep: Class 6 contains 45594 members 
Mstep: Class 8 contains 45115 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45123 members 
Mstep: Class 11 contains 47400 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55255 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43464 members 
Mstep: Class 17 contains 43497 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49574 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49406 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45706 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916880.000000 Penalty: 76758.679688
Iteration 404Q: 24 clusters Score -1.269169e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 44125 members 
Mstep: Class 3 contains 47662 members 
Mstep: Class 4 contains 46164 members 
Mstep: Class 5 contains 50493 members 
Mstep: Class 6 contains 45602 members 
Mstep: Class 8 contains 45115 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45108 members 
Mstep: Class 11 contains 47409 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55259 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43474 members 
Mstep: Class 17 contains 43495 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49580 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49402 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45708 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916768.000000 Penalty: 76758.679688
Iteration 405Q: 24 clusters Score -1.269168e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 44120 members 
Mstep: Class 3 contains 47659 members 
Mstep: Class 4 contains 46175 members 
Mstep: Class 5 contains 50482 members 
Mstep: Class 6 contains 45612 members 
Mstep: Class 8 contains 45137 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45080 members 
Mstep: Class 11 contains 47416 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55273 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43488 members 
Mstep: Class 17 contains 43486 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49562 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49390 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45710 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916880.000000 Penalty: 76758.679688
Iteration 406Q: 24 clusters Score -1.269169e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 44133 members 
Mstep: Class 3 contains 47700 members 
Mstep: Class 4 contains 46172 members 
Mstep: Class 5 contains 50451 members 
Mstep: Class 6 contains 45589 members 
Mstep: Class 8 contains 45124 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45079 members 
Mstep: Class 11 contains 47415 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55270 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43532 members 
Mstep: Class 17 contains 43475 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49534 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49392 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45715 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916960.000000 Penalty: 76758.679688
Iteration 407Q: 24 clusters Score -1.26917e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 44141 members 
Mstep: Class 3 contains 47744 members 
Mstep: Class 4 contains 46182 members 
Mstep: Class 5 contains 50427 members 
Mstep: Class 6 contains 45567 members 
Mstep: Class 8 contains 45113 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45081 members 
Mstep: Class 11 contains 47416 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55271 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43551 members 
Mstep: Class 17 contains 43462 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49540 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49358 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45722 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916952.000000 Penalty: 76758.679688
Iteration 408Q: 24 clusters Score -1.26917e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 44140 members 
Mstep: Class 3 contains 47784 members 
Mstep: Class 4 contains 46172 members 
Mstep: Class 5 contains 50404 members 
Mstep: Class 6 contains 45579 members 
Mstep: Class 8 contains 45093 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45081 members 
Mstep: Class 11 contains 47414 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55259 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43551 members 
Mstep: Class 17 contains 43467 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49559 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49337 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45725 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916960.000000 Penalty: 76758.679688
Iteration 409Q: 24 clusters Score -1.26917e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 44132 members 
Mstep: Class 3 contains 47779 members 
Mstep: Class 4 contains 46162 members 
Mstep: Class 5 contains 50395 members 
Mstep: Class 6 contains 45594 members 
Mstep: Class 8 contains 45090 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45069 members 
Mstep: Class 11 contains 47408 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55271 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43570 members 
Mstep: Class 17 contains 43467 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49575 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49321 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45724 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917184.000000 Penalty: 76758.679688
Iteration 410Q: 24 clusters Score -1.269172e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 44137 members 
Mstep: Class 3 contains 47793 members 
Mstep: Class 4 contains 46161 members 
Mstep: Class 5 contains 50375 members 
Mstep: Class 6 contains 45571 members 
Mstep: Class 8 contains 45098 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45082 members 
Mstep: Class 11 contains 47409 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55269 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43603 members 
Mstep: Class 17 contains 43460 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49587 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49286 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45724 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917136.000000 Penalty: 76758.679688
Iteration 411Q: 24 clusters Score -1.269171e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 44133 members 
Mstep: Class 3 contains 47805 members 
Mstep: Class 4 contains 46151 members 
Mstep: Class 5 contains 50350 members 
Mstep: Class 6 contains 45585 members 
Mstep: Class 8 contains 45117 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45072 members 
Mstep: Class 11 contains 47413 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55281 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43626 members 
Mstep: Class 17 contains 43458 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49588 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49264 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45711 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917000.000000 Penalty: 76758.679688
Iteration 412Q: 24 clusters Score -1.26917e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 44127 members 
Mstep: Class 3 contains 47810 members 
Mstep: Class 4 contains 46155 members 
Mstep: Class 5 contains 50354 members 
Mstep: Class 6 contains 45574 members 
Mstep: Class 8 contains 45120 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45078 members 
Mstep: Class 11 contains 47418 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55271 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43640 members 
Mstep: Class 17 contains 43469 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49585 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49244 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45707 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916928.000000 Penalty: 76758.679688
Iteration 413Q: 24 clusters Score -1.269169e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 44131 members 
Mstep: Class 3 contains 47839 members 
Mstep: Class 4 contains 46163 members 
Mstep: Class 5 contains 50347 members 
Mstep: Class 6 contains 45552 members 
Mstep: Class 8 contains 45141 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45073 members 
Mstep: Class 11 contains 47409 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55236 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43671 members 
Mstep: Class 17 contains 43475 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49565 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49237 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45709 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916864.000000 Penalty: 76758.679688
Iteration 414Q: 24 clusters Score -1.269169e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 44141 members 
Mstep: Class 3 contains 47878 members 
Mstep: Class 4 contains 46161 members 
Mstep: Class 5 contains 50340 members 
Mstep: Class 6 contains 45534 members 
Mstep: Class 8 contains 45142 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45063 members 
Mstep: Class 11 contains 47424 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55234 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43679 members 
Mstep: Class 17 contains 43475 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49560 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49210 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45708 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917064.000000 Penalty: 76758.679688
Iteration 415Q: 24 clusters Score -1.269171e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 44141 members 
Mstep: Class 3 contains 47859 members 
Mstep: Class 4 contains 46165 members 
Mstep: Class 5 contains 50309 members 
Mstep: Class 6 contains 45554 members 
Mstep: Class 8 contains 45144 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45066 members 
Mstep: Class 11 contains 47427 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55256 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43682 members 
Mstep: Class 17 contains 43475 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49556 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49206 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45706 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916984.000000 Penalty: 76758.679688
Iteration 416Q: 24 clusters Score -1.26917e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 44142 members 
Mstep: Class 3 contains 47867 members 
Mstep: Class 4 contains 46162 members 
Mstep: Class 5 contains 50289 members 
Mstep: Class 6 contains 45556 members 
Mstep: Class 8 contains 45140 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45071 members 
Mstep: Class 11 contains 47448 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55276 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43682 members 
Mstep: Class 17 contains 43473 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49545 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49195 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45697 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917104.000000 Penalty: 76758.679688
Iteration 417Q: 24 clusters Score -1.269171e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 44139 members 
Mstep: Class 3 contains 47884 members 
Mstep: Class 4 contains 46170 members 
Mstep: Class 5 contains 50287 members 
Mstep: Class 6 contains 45553 members 
Mstep: Class 8 contains 45126 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45088 members 
Mstep: Class 11 contains 47457 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55291 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43676 members 
Mstep: Class 17 contains 43467 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49536 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49189 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45681 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917184.000000 Penalty: 76758.679688
Iteration 418Q: 24 clusters Score -1.269172e+08 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 44136 members 
Mstep: Class 3 contains 47892 members 
Mstep: Class 4 contains 46163 members 
Mstep: Class 5 contains 50332 members 
Mstep: Class 6 contains 45538 members 
Mstep: Class 8 contains 45121 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45101 members 
Mstep: Class 11 contains 47456 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55306 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43656 members 
Mstep: Class 17 contains 43457 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49536 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49175 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45675 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917008.000000 Penalty: 76758.679688
Iteration 419Q: 24 clusters Score -1.26917e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 44131 members 
Mstep: Class 3 contains 47867 members 
Mstep: Class 4 contains 46178 members 
Mstep: Class 5 contains 50363 members 
Mstep: Class 6 contains 45538 members 
Mstep: Class 8 contains 45109 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45099 members 
Mstep: Class 11 contains 47457 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55339 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43639 members 
Mstep: Class 17 contains 43455 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49532 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49158 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45676 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916880.000000 Penalty: 76758.679688
Iteration 420F: 24 clusters Score -1.269169e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 44140 members 
Mstep: Class 3 contains 47869 members 
Mstep: Class 4 contains 46178 members 
Mstep: Class 5 contains 50357 members 
Mstep: Class 6 contains 45542 members 
Mstep: Class 8 contains 45122 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45094 members 
Mstep: Class 11 contains 47468 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 55339 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43657 members 
Mstep: Class 17 contains 43447 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49512 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49140 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45669 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916960.000000 Penalty: 76758.679688
Iteration 421Q: 24 clusters Score -1.26917e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 44149 members 
Mstep: Class 3 contains 47867 members 
Mstep: Class 4 contains 46188 members 
Mstep: Class 5 contains 50353 members 
Mstep: Class 6 contains 45547 members 
Mstep: Class 8 contains 45118 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45069 members 
Mstep: Class 11 contains 47475 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55356 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43656 members 
Mstep: Class 17 contains 43452 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49502 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49113 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 45666 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917048.000000 Penalty: 76758.679688
Iteration 422Q: 24 clusters Score -1.26917e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 44163 members 
Mstep: Class 3 contains 47870 members 
Mstep: Class 4 contains 46177 members 
Mstep: Class 5 contains 50307 members 
Mstep: Class 6 contains 45567 members 
Mstep: Class 8 contains 45137 members 
Mstep: Class 9 contains 484 members 
Mstep: Class 10 contains 45053 members 
Mstep: Class 11 contains 47483 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55383 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43670 members 
Mstep: Class 17 contains 43438 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49497 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49098 members 
Mstep: Class 22 contains 2548 members 
Mstep: Class 23 contains 45662 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917040.000000 Penalty: 76758.679688
Iteration 423Q: 24 clusters Score -1.26917e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 44173 members 
Mstep: Class 3 contains 47869 members 
Mstep: Class 4 contains 46182 members 
Mstep: Class 5 contains 50297 members 
Mstep: Class 6 contains 45552 members 
Mstep: Class 8 contains 45142 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45045 members 
Mstep: Class 11 contains 47509 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55393 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43676 members 
Mstep: Class 17 contains 43422 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49485 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49093 members 
Mstep: Class 22 contains 2548 members 
Mstep: Class 23 contains 45660 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916808.000000 Penalty: 76758.679688
Iteration 424Q: 24 clusters Score -1.269168e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 44182 members 
Mstep: Class 3 contains 47869 members 
Mstep: Class 4 contains 46179 members 
Mstep: Class 5 contains 50286 members 
Mstep: Class 6 contains 45563 members 
Mstep: Class 8 contains 45138 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45062 members 
Mstep: Class 11 contains 47518 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55401 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43678 members 
Mstep: Class 17 contains 43403 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49487 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49078 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45655 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916872.000000 Penalty: 76758.679688
Iteration 425Q: 24 clusters Score -1.269169e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 44188 members 
Mstep: Class 3 contains 47868 members 
Mstep: Class 4 contains 46156 members 
Mstep: Class 5 contains 50291 members 
Mstep: Class 6 contains 45537 members 
Mstep: Class 8 contains 45150 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45070 members 
Mstep: Class 11 contains 47532 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55404 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43691 members 
Mstep: Class 17 contains 43394 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49486 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49078 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45650 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916696.000000 Penalty: 76758.679688
Iteration 426Q: 24 clusters Score -1.269167e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 44195 members 
Mstep: Class 3 contains 47855 members 
Mstep: Class 4 contains 46147 members 
Mstep: Class 5 contains 50290 members 
Mstep: Class 6 contains 45558 members 
Mstep: Class 8 contains 45143 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45070 members 
Mstep: Class 11 contains 47536 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55413 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43696 members 
Mstep: Class 17 contains 43391 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49482 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49067 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45656 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916824.000000 Penalty: 76758.679688
Iteration 427Q: 24 clusters Score -1.269168e+08 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 44201 members 
Mstep: Class 3 contains 47855 members 
Mstep: Class 4 contains 46149 members 
Mstep: Class 5 contains 50299 members 
Mstep: Class 6 contains 45540 members 
Mstep: Class 8 contains 45147 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45066 members 
Mstep: Class 11 contains 47541 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55414 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43719 members 
Mstep: Class 17 contains 43374 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49482 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49059 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45654 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916896.000000 Penalty: 76758.679688
Iteration 428Q: 24 clusters Score -1.269169e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 44217 members 
Mstep: Class 3 contains 47866 members 
Mstep: Class 4 contains 46142 members 
Mstep: Class 5 contains 50299 members 
Mstep: Class 6 contains 45526 members 
Mstep: Class 8 contains 45150 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45060 members 
Mstep: Class 11 contains 47544 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55395 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43731 members 
Mstep: Class 17 contains 43376 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49488 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49060 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45642 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916912.000000 Penalty: 76758.679688
Iteration 429Q: 24 clusters Score -1.269169e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 44227 members 
Mstep: Class 3 contains 47881 members 
Mstep: Class 4 contains 46152 members 
Mstep: Class 5 contains 50302 members 
Mstep: Class 6 contains 45529 members 
Mstep: Class 8 contains 45134 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45043 members 
Mstep: Class 11 contains 47545 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55372 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43756 members 
Mstep: Class 17 contains 43376 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49493 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49047 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45638 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917040.000000 Penalty: 76758.679688
Iteration 430Q: 24 clusters Score -1.26917e+08 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 44219 members 
Mstep: Class 3 contains 47878 members 
Mstep: Class 4 contains 46165 members 
Mstep: Class 5 contains 50301 members 
Mstep: Class 6 contains 45533 members 
Mstep: Class 8 contains 45124 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45034 members 
Mstep: Class 11 contains 47535 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55385 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43762 members 
Mstep: Class 17 contains 43392 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49503 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49036 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45629 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916768.000000 Penalty: 76758.679688
Iteration 431Q: 24 clusters Score -1.269168e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 44218 members 
Mstep: Class 3 contains 47895 members 
Mstep: Class 4 contains 46164 members 
Mstep: Class 5 contains 50287 members 
Mstep: Class 6 contains 45518 members 
Mstep: Class 8 contains 45124 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45036 members 
Mstep: Class 11 contains 47537 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55388 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43781 members 
Mstep: Class 17 contains 43385 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49513 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49030 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45619 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917040.000000 Penalty: 76758.679688
Iteration 432Q: 24 clusters Score -1.26917e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 44211 members 
Mstep: Class 3 contains 47909 members 
Mstep: Class 4 contains 46160 members 
Mstep: Class 5 contains 50261 members 
Mstep: Class 6 contains 45522 members 
Mstep: Class 8 contains 45150 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45025 members 
Mstep: Class 11 contains 47540 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55394 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43794 members 
Mstep: Class 17 contains 43372 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49515 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49025 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45613 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917096.000000 Penalty: 76758.679688
Iteration 433Q: 24 clusters Score -1.269171e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33371 members 
Mstep: Class 2 contains 44205 members 
Mstep: Class 3 contains 47908 members 
Mstep: Class 4 contains 46158 members 
Mstep: Class 5 contains 50265 members 
Mstep: Class 6 contains 45538 members 
Mstep: Class 8 contains 45160 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45032 members 
Mstep: Class 11 contains 47542 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55390 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43789 members 
Mstep: Class 17 contains 43363 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49510 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49017 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45616 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917072.000000 Penalty: 76758.679688
Iteration 434Q: 24 clusters Score -1.269171e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 44208 members 
Mstep: Class 3 contains 47938 members 
Mstep: Class 4 contains 46148 members 
Mstep: Class 5 contains 50237 members 
Mstep: Class 6 contains 45547 members 
Mstep: Class 8 contains 45174 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45032 members 
Mstep: Class 11 contains 47547 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55366 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43795 members 
Mstep: Class 17 contains 43366 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49500 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49018 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45611 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917160.000000 Penalty: 76758.679688
Iteration 435Q: 24 clusters Score -1.269172e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 44228 members 
Mstep: Class 3 contains 47945 members 
Mstep: Class 4 contains 46149 members 
Mstep: Class 5 contains 50225 members 
Mstep: Class 6 contains 45564 members 
Mstep: Class 8 contains 45170 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45036 members 
Mstep: Class 11 contains 47553 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55355 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43797 members 
Mstep: Class 17 contains 43370 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49477 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49008 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45602 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917176.000000 Penalty: 76758.679688
Iteration 436Q: 24 clusters Score -1.269172e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 44242 members 
Mstep: Class 3 contains 47941 members 
Mstep: Class 4 contains 46136 members 
Mstep: Class 5 contains 50191 members 
Mstep: Class 6 contains 45569 members 
Mstep: Class 8 contains 45192 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45039 members 
Mstep: Class 11 contains 47546 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55372 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43806 members 
Mstep: Class 17 contains 43364 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49461 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49018 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45593 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917320.000000 Penalty: 76758.679688
Iteration 437Q: 24 clusters Score -1.269173e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 44242 members 
Mstep: Class 3 contains 47943 members 
Mstep: Class 4 contains 46132 members 
Mstep: Class 5 contains 50189 members 
Mstep: Class 6 contains 45579 members 
Mstep: Class 8 contains 45190 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45055 members 
Mstep: Class 11 contains 47556 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 55386 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43807 members 
Mstep: Class 17 contains 43339 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49448 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49017 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 45582 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917312.000000 Penalty: 76758.679688
Iteration 438Q: 24 clusters Score -1.269173e+08 nChanged 641
Entering ConstructFrom: 
Score: -126917312.000000 Penalty: 76758.679688
Entering ConstructFrom: 
Trying to split cluster 1 (33409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Entering Unmasked Estep 
Score: -5991866.500000 Penalty: 2583.312012
	Iteration 0F: 2 clusters Score -5991866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -5969048.000000 Penalty: 5166.624023
	Iteration 0F: 3 clusters Score -5969048 nChanged 15183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -5977259.500000 Penalty: 5166.624023
	Iteration 1F: 3 clusters Score -5977260 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -5977700.000000 Penalty: 5166.624023
	Iteration 2Q: 3 clusters Score -5977700 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -5978020.500000 Penalty: 5166.624023
	Iteration 3Q: 3 clusters Score -5978020 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -5978326.000000 Penalty: 5166.624023
	Iteration 4Q: 3 clusters Score -5978326 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -5978579.500000 Penalty: 5166.624023
	Iteration 5Q: 3 clusters Score -5978580 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -5978791.000000 Penalty: 5166.624023
	Iteration 6Q: 3 clusters Score -5978791 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -5979067.000000 Penalty: 5166.624023
	Iteration 7Q: 3 clusters Score -5979067 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -5979332.500000 Penalty: 5166.624023
	Iteration 8Q: 3 clusters Score -5979332 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -5979677.500000 Penalty: 5166.624023
	Iteration 9Q: 3 clusters Score -5979678 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -5980227.000000 Penalty: 5166.624023
	Iteration 10Q: 3 clusters Score -5980227 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -5980954.500000 Penalty: 5166.624023
	Iteration 11Q: 3 clusters Score -5980954 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -5982135.500000 Penalty: 5166.624023
	Iteration 12F: 3 clusters Score -5982136 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -5983807.000000 Penalty: 5166.624023
	Iteration 13F: 3 clusters Score -5983807 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -5985836.000000 Penalty: 5166.624023
	Iteration 14F: 3 clusters Score -5985836 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -5987599.500000 Penalty: 5166.624023
	Iteration 15F: 3 clusters Score -5987600 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -5988854.000000 Penalty: 5166.624023
	Iteration 16Q: 3 clusters Score -5988854 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -5989532.000000 Penalty: 5166.624023
	Iteration 17Q: 3 clusters Score -5989532 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -5989807.500000 Penalty: 5166.624023
	Iteration 18Q: 3 clusters Score -5989808 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5989965.500000 Penalty: 5166.624023
	Iteration 19Q: 3 clusters Score -5989966 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5990062.000000 Penalty: 5166.624023
	Iteration 20F: 3 clusters Score -5990062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5990100.500000 Penalty: 5166.624023
	Iteration 21Q: 3 clusters Score -5990100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31660 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -5990120.000000 Penalty: 5166.624023
	Iteration 22Q: 3 clusters Score -5990120 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5990133.000000 Penalty: 5166.624023
	Iteration 23Q: 3 clusters Score -5990133 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5990137.500000 Penalty: 5166.624023
	Iteration 24Q: 3 clusters Score -5990138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5990157.500000 Penalty: 5166.624023
	Iteration 25Q: 3 clusters Score -5990158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -5990158.500000 Penalty: 5166.624023
	Iteration 26Q: 3 clusters Score -5990158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -5990153.500000 Penalty: 5166.624023
	Iteration 27Q: 3 clusters Score -5990154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5990168.500000 Penalty: 5166.624023
	Iteration 28Q: 3 clusters Score -5990168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5990174.500000 Penalty: 5166.624023
	Iteration 29Q: 3 clusters Score -5990174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5990169.500000 Penalty: 5166.624023
	Iteration 30Q: 3 clusters Score -5990170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5990169.000000 Penalty: 5166.624023
	Iteration 31Q: 3 clusters Score -5990169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5990174.000000 Penalty: 5166.624023
	Iteration 32Q: 3 clusters Score -5990174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5990170.500000 Penalty: 5166.624023
	Iteration 33Q: 3 clusters Score -5990170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5990172.000000 Penalty: 5166.624023
	Iteration 34Q: 3 clusters Score -5990172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5990172.000000 Penalty: 5166.624023
	Iteration 35F: 3 clusters Score -5990172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Entering Unmasked Estep 
Score: -8173731.500000 Penalty: 2652.968262
	Iteration 0F: 2 clusters Score -8173732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -8144834.500000 Penalty: 5305.936523
	Iteration 0F: 3 clusters Score -8144834 nChanged 20214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -8156322.500000 Penalty: 5305.936523
	Iteration 1F: 3 clusters Score -8156322 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -8157191.000000 Penalty: 5305.936523
	Iteration 2Q: 3 clusters Score -8157191 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -8158224.500000 Penalty: 5305.936523
	Iteration 3Q: 3 clusters Score -8158224 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -8159506.000000 Penalty: 5305.936523
	Iteration 4Q: 3 clusters Score -8159506 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -8160956.000000 Penalty: 5305.936523
	Iteration 5F: 3 clusters Score -8160956 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -8162604.500000 Penalty: 5305.936523
	Iteration 6F: 3 clusters Score -8162604 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -8164428.500000 Penalty: 5305.936523
	Iteration 7F: 3 clusters Score -8164428 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -8166006.000000 Penalty: 5305.936523
	Iteration 8F: 3 clusters Score -8166006 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -8167082.000000 Penalty: 5305.936523
	Iteration 9Q: 3 clusters Score -8167082 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -8167651.000000 Penalty: 5305.936523
	Iteration 10Q: 3 clusters Score -8167651 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -8167931.000000 Penalty: 5305.936523
	Iteration 11Q: 3 clusters Score -8167931 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -8168103.000000 Penalty: 5305.936523
	Iteration 12Q: 3 clusters Score -8168103 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -8168170.500000 Penalty: 5305.936523
	Iteration 13Q: 3 clusters Score -8168170 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -8168240.500000 Penalty: 5305.936523
	Iteration 14Q: 3 clusters Score -8168240 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -8168275.500000 Penalty: 5305.936523
	Iteration 15Q: 3 clusters Score -8168276 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -8168337.000000 Penalty: 5305.936523
	Iteration 16Q: 3 clusters Score -8168337 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -8168357.500000 Penalty: 5305.936523
	Iteration 17Q: 3 clusters Score -8168358 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -8168388.500000 Penalty: 5305.936523
	Iteration 18Q: 3 clusters Score -8168388 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -8168418.500000 Penalty: 5305.936523
	Iteration 19Q: 3 clusters Score -8168418 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -8168431.000000 Penalty: 5305.936523
	Iteration 20F: 3 clusters Score -8168431 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -8168429.500000 Penalty: 5305.936523
	Iteration 21Q: 3 clusters Score -8168430 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -8168449.000000 Penalty: 5305.936523
	Iteration 22Q: 3 clusters Score -8168449 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -8168485.000000 Penalty: 5305.936523
	Iteration 23Q: 3 clusters Score -8168485 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -8168490.500000 Penalty: 5305.936523
	Iteration 24Q: 3 clusters Score -8168490 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -8168516.000000 Penalty: 5305.936523
	Iteration 25Q: 3 clusters Score -8168516 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -8168559.000000 Penalty: 5305.936523
	Iteration 26Q: 3 clusters Score -8168559 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -8168597.500000 Penalty: 5305.936523
	Iteration 27Q: 3 clusters Score -8168598 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -8168594.500000 Penalty: 5305.936523
	Iteration 28Q: 3 clusters Score -8168594 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -8168601.500000 Penalty: 5305.936523
	Iteration 29Q: 3 clusters Score -8168602 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -8168619.000000 Penalty: 5305.936523
	Iteration 30Q: 3 clusters Score -8168619 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -8168627.500000 Penalty: 5305.936523
	Iteration 31Q: 3 clusters Score -8168628 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -8168619.500000 Penalty: 5305.936523
	Iteration 32Q: 3 clusters Score -8168620 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -8168631.500000 Penalty: 5305.936523
	Iteration 33Q: 3 clusters Score -8168632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -8168622.500000 Penalty: 5305.936523
	Iteration 34Q: 3 clusters Score -8168622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -8168634.000000 Penalty: 5305.936523
	Iteration 35Q: 3 clusters Score -8168634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -8168651.000000 Penalty: 5305.936523
	Iteration 36Q: 3 clusters Score -8168651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -8168655.000000 Penalty: 5305.936523
	Iteration 37Q: 3 clusters Score -8168655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -8168641.500000 Penalty: 5305.936523
	Iteration 38Q: 3 clusters Score -8168642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -8168642.500000 Penalty: 5305.936523
	Iteration 39Q: 3 clusters Score -8168642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -8168636.500000 Penalty: 5305.936523
	Iteration 40F: 3 clusters Score -8168636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -8168623.500000 Penalty: 5305.936523
	Iteration 41Q: 3 clusters Score -8168624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -8168635.500000 Penalty: 5305.936523
	Iteration 42Q: 3 clusters Score -8168636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -8168644.500000 Penalty: 5305.936523
	Iteration 43Q: 3 clusters Score -8168644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -8168643.000000 Penalty: 5305.936523
	Iteration 44Q: 3 clusters Score -8168643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -8168625.000000 Penalty: 5305.936523
	Iteration 45Q: 3 clusters Score -8168625 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -8168646.000000 Penalty: 5305.936523
	Iteration 46Q: 3 clusters Score -8168646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -8168639.500000 Penalty: 5305.936523
	Iteration 47Q: 3 clusters Score -8168640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -8168639.500000 Penalty: 5305.936523
	Iteration 48Q: 3 clusters Score -8168640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -8168643.500000 Penalty: 5305.936523
	Iteration 49Q: 3 clusters Score -8168644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -8168639.000000 Penalty: 5305.936523
	Iteration 50Q: 3 clusters Score -8168639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -8168644.500000 Penalty: 5305.936523
	Iteration 51Q: 3 clusters Score -8168644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -8168648.000000 Penalty: 5305.936523
	Iteration 52Q: 3 clusters Score -8168648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -8168654.000000 Penalty: 5305.936523
	Iteration 53Q: 3 clusters Score -8168654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -8168649.500000 Penalty: 5305.936523
	Iteration 54Q: 3 clusters Score -8168650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -8168662.000000 Penalty: 5305.936523
	Iteration 55Q: 3 clusters Score -8168662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -8168665.000000 Penalty: 5305.936523
	Iteration 56Q: 3 clusters Score -8168665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -8168667.000000 Penalty: 5305.936523
	Iteration 57Q: 3 clusters Score -8168667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -8168663.500000 Penalty: 5305.936523
	Iteration 58Q: 3 clusters Score -8168664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -8168665.500000 Penalty: 5305.936523
	Iteration 59Q: 3 clusters Score -8168666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -8168667.500000 Penalty: 5305.936523
	Iteration 60F: 3 clusters Score -8168668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -8168668.500000 Penalty: 5305.936523
	Iteration 61Q: 3 clusters Score -8168668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -8168677.000000 Penalty: 5305.936523
	Iteration 62Q: 3 clusters Score -8168677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -8168683.000000 Penalty: 5305.936523
	Iteration 63Q: 3 clusters Score -8168683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -8168675.000000 Penalty: 5305.936523
	Iteration 64Q: 3 clusters Score -8168675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -8168680.500000 Penalty: 5305.936523
	Iteration 65Q: 3 clusters Score -8168680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -8168677.500000 Penalty: 5305.936523
	Iteration 66Q: 3 clusters Score -8168678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -8168677.500000 Penalty: 5305.936523
	Iteration 67F: 3 clusters Score -8168678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47957 members 
Entering Unmasked Estep 
Score: -9004519.000000 Penalty: 2672.958984
	Iteration 0F: 2 clusters Score -9004519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -8976362.000000 Penalty: 5345.917969
	Iteration 0F: 3 clusters Score -8976362 nChanged 22211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8988447 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8989021 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -8989612.000000 Penalty: 5345.917969
	Iteration 3Q: 3 clusters Score -8989612 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -8990158.000000 Penalty: 5345.917969
	Iteration 4Q: 3 clusters Score -8990158 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -8990712.000000 Penalty: 5345.917969
	Iteration 5Q: 3 clusters Score -8990712 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -8991279.000000 Penalty: 5345.917969
	Iteration 6Q: 3 clusters Score -8991279 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -8992064.000000 Penalty: 5345.917969
	Iteration 7Q: 3 clusters Score -8992064 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -8992944.000000 Penalty: 5345.917969
	Iteration 8Q: 3 clusters Score -8992944 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -8994151.000000 Penalty: 5345.917969
	Iteration 9Q: 3 clusters Score -8994151 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -8995795.000000 Penalty: 5345.917969
	Iteration 10F: 3 clusters Score -8995795 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -8997510.000000 Penalty: 5345.917969
	Iteration 11F: 3 clusters Score -8997510 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -8998897.000000 Penalty: 5345.917969
	Iteration 12Q: 3 clusters Score -8998897 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -8999488.000000 Penalty: 5345.917969
	Iteration 13Q: 3 clusters Score -8999488 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -8999691.000000 Penalty: 5345.917969
	Iteration 14Q: 3 clusters Score -8999691 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -8999848.000000 Penalty: 5345.917969
	Iteration 15Q: 3 clusters Score -8999848 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -8999943.000000 Penalty: 5345.917969
	Iteration 16Q: 3 clusters Score -8999943 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -9000027.000000 Penalty: 5345.917969
	Iteration 17Q: 3 clusters Score -9000027 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -9000138.000000 Penalty: 5345.917969
	Iteration 18Q: 3 clusters Score -9000138 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -9000213.000000 Penalty: 5345.917969
	Iteration 19Q: 3 clusters Score -9000213 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -9000251.000000 Penalty: 5345.917969
	Iteration 20F: 3 clusters Score -9000251 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -9000263.000000 Penalty: 5345.917969
	Iteration 21Q: 3 clusters Score -9000263 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -9000291.000000 Penalty: 5345.917969
	Iteration 22Q: 3 clusters Score -9000291 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -9000343.000000 Penalty: 5345.917969
	Iteration 23Q: 3 clusters Score -9000343 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -9000408.000000 Penalty: 5345.917969
	Iteration 24Q: 3 clusters Score -9000408 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -9000458.000000 Penalty: 5345.917969
	Iteration 25Q: 3 clusters Score -9000458 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -9000494.000000 Penalty: 5345.917969
	Iteration 26Q: 3 clusters Score -9000494 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -9000519.000000 Penalty: 5345.917969
	Iteration 27Q: 3 clusters Score -9000519 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -9000570.000000 Penalty: 5345.917969
	Iteration 28Q: 3 clusters Score -9000570 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -9000637.000000 Penalty: 5345.917969
	Iteration 29Q: 3 clusters Score -9000637 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -9000694.000000 Penalty: 5345.917969
	Iteration 30Q: 3 clusters Score -9000694 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -9000737.000000 Penalty: 5345.917969
	Iteration 31Q: 3 clusters Score -9000737 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -9000772.000000 Penalty: 5345.917969
	Iteration 32Q: 3 clusters Score -9000772 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -9000824.000000 Penalty: 5345.917969
	Iteration 33Q: 3 clusters Score -9000824 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -9000880.000000 Penalty: 5345.917969
	Iteration 34Q: 3 clusters Score -9000880 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -9000908.000000 Penalty: 5345.917969
	Iteration 35Q: 3 clusters Score -9000908 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -9000953.000000 Penalty: 5345.917969
	Iteration 36Q: 3 clusters Score -9000953 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -9000999.000000 Penalty: 5345.917969
	Iteration 37Q: 3 clusters Score -9000999 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -9001077.000000 Penalty: 5345.917969
	Iteration 38Q: 3 clusters Score -9001077 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -9001144.000000 Penalty: 5345.917969
	Iteration 39Q: 3 clusters Score -9001144 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -9001243.000000 Penalty: 5345.917969
	Iteration 40F: 3 clusters Score -9001243 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -9001352.000000 Penalty: 5345.917969
	Iteration 41Q: 3 clusters Score -9001352 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -9001491.000000 Penalty: 5345.917969
	Iteration 42Q: 3 clusters Score -9001491 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -9001567.000000 Penalty: 5345.917969
	Iteration 43Q: 3 clusters Score -9001567 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -9001719.000000 Penalty: 5345.917969
	Iteration 44Q: 3 clusters Score -9001719 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -9001917.000000 Penalty: 5345.917969
	Iteration 45Q: 3 clusters Score -9001917 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -9002039.000000 Penalty: 5345.917969
	Iteration 46Q: 3 clusters Score -9002039 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -9002212.000000 Penalty: 5345.917969
	Iteration 47Q: 3 clusters Score -9002212 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -9002362.000000 Penalty: 5345.917969
	Iteration 48Q: 3 clusters Score -9002362 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -9002533.000000 Penalty: 5345.917969
	Iteration 49Q: 3 clusters Score -9002533 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -9002679.000000 Penalty: 5345.917969
	Iteration 50Q: 3 clusters Score -9002679 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -9002837.000000 Penalty: 5345.917969
	Iteration 51Q: 3 clusters Score -9002837 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -9003107.000000 Penalty: 5345.917969
	Iteration 52Q: 3 clusters Score -9003107 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -9003247.000000 Penalty: 5345.917969
	Iteration 53Q: 3 clusters Score -9003247 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -9003271.000000 Penalty: 5345.917969
	Iteration 54Q: 3 clusters Score -9003271 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -9003205.000000 Penalty: 5345.917969
	Iteration 55Q: 3 clusters Score -9003205 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -9003107.000000 Penalty: 5345.917969
	Iteration 56Q: 3 clusters Score -9003107 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -9002950.000000 Penalty: 5345.917969
	Iteration 57Q: 3 clusters Score -9002950 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9002831.000000 Penalty: 5345.917969
	Iteration 58Q: 3 clusters Score -9002831 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9002672.000000 Penalty: 5345.917969
	Iteration 59Q: 3 clusters Score -9002672 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9002637.000000 Penalty: 5345.917969
	Iteration 60F: 3 clusters Score -9002637 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9002580.000000 Penalty: 5345.917969
	Iteration 61Q: 3 clusters Score -9002580 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9002514.000000 Penalty: 5345.917969
	Iteration 62Q: 3 clusters Score -9002514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9002498.000000 Penalty: 5345.917969
	Iteration 63Q: 3 clusters Score -9002498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9002478.000000 Penalty: 5345.917969
	Iteration 64Q: 3 clusters Score -9002478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9002460.000000 Penalty: 5345.917969
	Iteration 65Q: 3 clusters Score -9002460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9002458.000000 Penalty: 5345.917969
	Iteration 66Q: 3 clusters Score -9002458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9002471.000000 Penalty: 5345.917969
	Iteration 67Q: 3 clusters Score -9002471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9002491.000000 Penalty: 5345.917969
	Iteration 68Q: 3 clusters Score -9002491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9002497.000000 Penalty: 5345.917969
	Iteration 69Q: 3 clusters Score -9002497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9002491.000000 Penalty: 5345.917969
	Iteration 70Q: 3 clusters Score -9002491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9002484.000000 Penalty: 5345.917969
	Iteration 71Q: 3 clusters Score -9002484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9002484.000000 Penalty: 5345.917969
	Iteration 72F: 3 clusters Score -9002484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Entering Unmasked Estep 
Score: -8492663.000000 Penalty: 2663.310059
	Iteration 0F: 2 clusters Score -8492663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -8462673.000000 Penalty: 5326.620117
	Iteration 0F: 3 clusters Score -8462673 nChanged 21220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -8474321.000000 Penalty: 5326.620117
	Iteration 1F: 3 clusters Score -8474321 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -8475039.000000 Penalty: 5326.620117
	Iteration 2Q: 3 clusters Score -8475039 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -8475913.000000 Penalty: 5326.620117
	Iteration 3Q: 3 clusters Score -8475913 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -8477468.000000 Penalty: 5326.620117
	Iteration 4F: 3 clusters Score -8477468 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -8480005.000000 Penalty: 5326.620117
	Iteration 5F: 3 clusters Score -8480005 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -8483478.000000 Penalty: 5326.620117
	Iteration 6F: 3 clusters Score -8483478 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -8486902.000000 Penalty: 5326.620117
	Iteration 7F: 3 clusters Score -8486902 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -8489692.000000 Penalty: 5326.620117
	Iteration 8F: 3 clusters Score -8489692 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -8491172.000000 Penalty: 5326.620117
	Iteration 9Q: 3 clusters Score -8491172 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -8491783.000000 Penalty: 5326.620117
	Iteration 10Q: 3 clusters Score -8491783 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -8491989.000000 Penalty: 5326.620117
	Iteration 11Q: 3 clusters Score -8491989 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -8492071.000000 Penalty: 5326.620117
	Iteration 12Q: 3 clusters Score -8492071 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -8492104.000000 Penalty: 5326.620117
	Iteration 13Q: 3 clusters Score -8492104 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8492105.000000 Penalty: 5326.620117
	Iteration 14Q: 3 clusters Score -8492105 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -8492111.000000 Penalty: 5326.620117
	Iteration 15Q: 3 clusters Score -8492111 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -8492102.000000 Penalty: 5326.620117
	Iteration 16Q: 3 clusters Score -8492102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8492078.000000 Penalty: 5326.620117
	Iteration 17Q: 3 clusters Score -8492078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -8492093.000000 Penalty: 5326.620117
	Iteration 18Q: 3 clusters Score -8492093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8492090.000000 Penalty: 5326.620117
	Iteration 19Q: 3 clusters Score -8492090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -8492093.000000 Penalty: 5326.620117
	Iteration 20F: 3 clusters Score -8492093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -8492093.000000 Penalty: 5326.620117
	Iteration 21Q: 3 clusters Score -8492093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -8492092.000000 Penalty: 5326.620117
	Iteration 22Q: 3 clusters Score -8492092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -8492093.000000 Penalty: 5326.620117
	Iteration 23Q: 3 clusters Score -8492093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -8492083.000000 Penalty: 5326.620117
	Iteration 24Q: 3 clusters Score -8492083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -8492083.000000 Penalty: 5326.620117
	Iteration 25Q: 3 clusters Score -8492083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -8492083.000000 Penalty: 5326.620117
	Iteration 26Q: 3 clusters Score -8492083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -8492085.000000 Penalty: 5326.620117
	Iteration 27Q: 3 clusters Score -8492085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -8492082.000000 Penalty: 5326.620117
	Iteration 28Q: 3 clusters Score -8492082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -8492074.000000 Penalty: 5326.620117
	Iteration 29Q: 3 clusters Score -8492074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -8492074.000000 Penalty: 5326.620117
	Iteration 30Q: 3 clusters Score -8492074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8492076.000000 Penalty: 5326.620117
	Iteration 31Q: 3 clusters Score -8492076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -8492083.000000 Penalty: 5326.620117
	Iteration 32Q: 3 clusters Score -8492083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -8492079.000000 Penalty: 5326.620117
	Iteration 33Q: 3 clusters Score -8492079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -8492067.000000 Penalty: 5326.620117
	Iteration 34Q: 3 clusters Score -8492067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -8492061.000000 Penalty: 5326.620117
	Iteration 35Q: 3 clusters Score -8492061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -8492058.000000 Penalty: 5326.620117
	Iteration 36Q: 3 clusters Score -8492058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -8492060.000000 Penalty: 5326.620117
	Iteration 37Q: 3 clusters Score -8492060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -8492064.000000 Penalty: 5326.620117
	Iteration 38Q: 3 clusters Score -8492064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -8492046.000000 Penalty: 5326.620117
	Iteration 39Q: 3 clusters Score -8492046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8492054.000000 Penalty: 5326.620117
	Iteration 40F: 3 clusters Score -8492054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -8492057.000000 Penalty: 5326.620117
	Iteration 41Q: 3 clusters Score -8492057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -8492052.000000 Penalty: 5326.620117
	Iteration 42Q: 3 clusters Score -8492052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -8492053.000000 Penalty: 5326.620117
	Iteration 43Q: 3 clusters Score -8492053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -8492054.000000 Penalty: 5326.620117
	Iteration 44Q: 3 clusters Score -8492054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8492052.000000 Penalty: 5326.620117
	Iteration 45Q: 3 clusters Score -8492052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8492051.000000 Penalty: 5326.620117
	Iteration 46Q: 3 clusters Score -8492051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -8492041.000000 Penalty: 5326.620117
	Iteration 47Q: 3 clusters Score -8492041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8492033.000000 Penalty: 5326.620117
	Iteration 48Q: 3 clusters Score -8492033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -8492036.000000 Penalty: 5326.620117
	Iteration 49Q: 3 clusters Score -8492036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -8492032.000000 Penalty: 5326.620117
	Iteration 50Q: 3 clusters Score -8492032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -8492029.000000 Penalty: 5326.620117
	Iteration 51Q: 3 clusters Score -8492029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -8492038.000000 Penalty: 5326.620117
	Iteration 52Q: 3 clusters Score -8492038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8492037.000000 Penalty: 5326.620117
	Iteration 53Q: 3 clusters Score -8492037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -8492037.000000 Penalty: 5326.620117
	Iteration 54Q: 3 clusters Score -8492037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -8492033.000000 Penalty: 5326.620117
	Iteration 55Q: 3 clusters Score -8492033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -8492033.000000 Penalty: 5326.620117
	Iteration 56F: 3 clusters Score -8492033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50186 members 
Entering Unmasked Estep 
Score: -9364053.000000 Penalty: 2684.225830
	Iteration 0F: 2 clusters Score -9364053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -9335060.000000 Penalty: 5368.451660
	Iteration 0F: 3 clusters Score -9335060 nChanged 23132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -9347709.000000 Penalty: 5368.451660
	Iteration 1F: 3 clusters Score -9347709 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -9348402.000000 Penalty: 5368.451660
	Iteration 2Q: 3 clusters Score -9348402 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -9349244.000000 Penalty: 5368.451660
	Iteration 3Q: 3 clusters Score -9349244 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -9350511.000000 Penalty: 5368.451660
	Iteration 4F: 3 clusters Score -9350511 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -9352268.000000 Penalty: 5368.451660
	Iteration 5F: 3 clusters Score -9352268 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -9354859.000000 Penalty: 5368.451660
	Iteration 6F: 3 clusters Score -9354859 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -9357946.000000 Penalty: 5368.451660
	Iteration 7F: 3 clusters Score -9357946 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -9360587.000000 Penalty: 5368.451660
	Iteration 8F: 3 clusters Score -9360587 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -9361605.000000 Penalty: 5368.451660
	Iteration 9F: 3 clusters Score -9361605 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -9361723.000000 Penalty: 5368.451660
	Iteration 10Q: 3 clusters Score -9361723 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -9361721.000000 Penalty: 5368.451660
	Iteration 11Q: 3 clusters Score -9361721 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
Score: -9361768.000000 Penalty: 5368.451660
	Iteration 12Q: 3 clusters Score -9361768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -9361780.000000 Penalty: 5368.451660
	Iteration 13Q: 3 clusters Score -9361780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -9361790.000000 Penalty: 5368.451660
	Iteration 14Q: 3 clusters Score -9361790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -9361807.000000 Penalty: 5368.451660
	Iteration 15Q: 3 clusters Score -9361807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -9361816.000000 Penalty: 5368.451660
	Iteration 16Q: 3 clusters Score -9361816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -9361823.000000 Penalty: 5368.451660
	Iteration 17Q: 3 clusters Score -9361823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -9361820.000000 Penalty: 5368.451660
	Iteration 18Q: 3 clusters Score -9361820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -9361828.000000 Penalty: 5368.451660
	Iteration 19Q: 3 clusters Score -9361828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -9361820.000000 Penalty: 5368.451660
	Iteration 20F: 3 clusters Score -9361820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -9361829.000000 Penalty: 5368.451660
	Iteration 21Q: 3 clusters Score -9361829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -9361829.000000 Penalty: 5368.451660
	Iteration 22F: 3 clusters Score -9361829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Entering Unmasked Estep 
Score: -8434851.000000 Penalty: 2660.416992
	Iteration 0F: 2 clusters Score -8434851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -8405549.000000 Penalty: 5320.833984
	Iteration 0F: 3 clusters Score -8405549 nChanged 20873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -8416931.000000 Penalty: 5320.833984
	Iteration 1F: 3 clusters Score -8416931 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8417363.000000 Penalty: 5320.833984
	Iteration 2Q: 3 clusters Score -8417363 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -8417878.000000 Penalty: 5320.833984
	Iteration 3Q: 3 clusters Score -8417878 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -8418581.000000 Penalty: 5320.833984
	Iteration 4Q: 3 clusters Score -8418581 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -8419416.000000 Penalty: 5320.833984
	Iteration 5Q: 3 clusters Score -8419416 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -8420548.000000 Penalty: 5320.833984
	Iteration 6Q: 3 clusters Score -8420548 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -8422217.000000 Penalty: 5320.833984
	Iteration 7F: 3 clusters Score -8422217 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -8424333.000000 Penalty: 5320.833984
	Iteration 8F: 3 clusters Score -8424333 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -8426608.000000 Penalty: 5320.833984
	Iteration 9F: 3 clusters Score -8426608 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -8428305.000000 Penalty: 5320.833984
	Iteration 10F: 3 clusters Score -8428305 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -8429196.000000 Penalty: 5320.833984
	Iteration 11Q: 3 clusters Score -8429196 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -8429577.000000 Penalty: 5320.833984
	Iteration 12Q: 3 clusters Score -8429577 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -8429711.000000 Penalty: 5320.833984
	Iteration 13Q: 3 clusters Score -8429711 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -8429855.000000 Penalty: 5320.833984
	Iteration 14Q: 3 clusters Score -8429855 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -8429949.000000 Penalty: 5320.833984
	Iteration 15Q: 3 clusters Score -8429949 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -8430051.000000 Penalty: 5320.833984
	Iteration 16Q: 3 clusters Score -8430051 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -8430154.000000 Penalty: 5320.833984
	Iteration 17Q: 3 clusters Score -8430154 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -8430186.000000 Penalty: 5320.833984
	Iteration 18Q: 3 clusters Score -8430186 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -8430275.000000 Penalty: 5320.833984
	Iteration 19Q: 3 clusters Score -8430275 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -8430370.000000 Penalty: 5320.833984
	Iteration 20F: 3 clusters Score -8430370 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -8430405.000000 Penalty: 5320.833984
	Iteration 21Q: 3 clusters Score -8430405 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -8430469.000000 Penalty: 5320.833984
	Iteration 22Q: 3 clusters Score -8430469 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -8430502.000000 Penalty: 5320.833984
	Iteration 23Q: 3 clusters Score -8430502 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -8430555.000000 Penalty: 5320.833984
	Iteration 24Q: 3 clusters Score -8430555 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -8430600.000000 Penalty: 5320.833984
	Iteration 25Q: 3 clusters Score -8430600 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -8430614.000000 Penalty: 5320.833984
	Iteration 26Q: 3 clusters Score -8430614 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -8430639.000000 Penalty: 5320.833984
	Iteration 27Q: 3 clusters Score -8430639 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -8430674.000000 Penalty: 5320.833984
	Iteration 28Q: 3 clusters Score -8430674 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -8430718.000000 Penalty: 5320.833984
	Iteration 29Q: 3 clusters Score -8430718 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -8430753.000000 Penalty: 5320.833984
	Iteration 30Q: 3 clusters Score -8430753 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -8430783.000000 Penalty: 5320.833984
	Iteration 31Q: 3 clusters Score -8430783 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -8430830.000000 Penalty: 5320.833984
	Iteration 32Q: 3 clusters Score -8430830 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -8430848.000000 Penalty: 5320.833984
	Iteration 33Q: 3 clusters Score -8430848 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -8430885.000000 Penalty: 5320.833984
	Iteration 34Q: 3 clusters Score -8430885 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -8430916.000000 Penalty: 5320.833984
	Iteration 35Q: 3 clusters Score -8430916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -8430930.000000 Penalty: 5320.833984
	Iteration 36Q: 3 clusters Score -8430930 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -8430944.000000 Penalty: 5320.833984
	Iteration 37Q: 3 clusters Score -8430944 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -8430952.000000 Penalty: 5320.833984
	Iteration 38Q: 3 clusters Score -8430952 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -8430967.000000 Penalty: 5320.833984
	Iteration 39Q: 3 clusters Score -8430967 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -8430989.000000 Penalty: 5320.833984
	Iteration 40F: 3 clusters Score -8430989 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -8431014.000000 Penalty: 5320.833984
	Iteration 41Q: 3 clusters Score -8431014 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -8431034.000000 Penalty: 5320.833984
	Iteration 42Q: 3 clusters Score -8431034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -8431049.000000 Penalty: 5320.833984
	Iteration 43Q: 3 clusters Score -8431049 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -8431055.000000 Penalty: 5320.833984
	Iteration 44Q: 3 clusters Score -8431055 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -8431067.000000 Penalty: 5320.833984
	Iteration 45Q: 3 clusters Score -8431067 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -8431074.000000 Penalty: 5320.833984
	Iteration 46Q: 3 clusters Score -8431074 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -8431072.000000 Penalty: 5320.833984
	Iteration 47Q: 3 clusters Score -8431072 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -8431079.000000 Penalty: 5320.833984
	Iteration 48Q: 3 clusters Score -8431079 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -8431082.000000 Penalty: 5320.833984
	Iteration 49Q: 3 clusters Score -8431082 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -8431099.000000 Penalty: 5320.833984
	Iteration 50Q: 3 clusters Score -8431099 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -8431099.000000 Penalty: 5320.833984
	Iteration 51Q: 3 clusters Score -8431099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -8431104.000000 Penalty: 5320.833984
	Iteration 52Q: 3 clusters Score -8431104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -8431105.000000 Penalty: 5320.833984
	Iteration 53Q: 3 clusters Score -8431105 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -8431120.000000 Penalty: 5320.833984
	Iteration 54Q: 3 clusters Score -8431120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -8431142.000000 Penalty: 5320.833984
	Iteration 55Q: 3 clusters Score -8431142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -8431133.000000 Penalty: 5320.833984
	Iteration 56Q: 3 clusters Score -8431133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -8431148.000000 Penalty: 5320.833984
	Iteration 57Q: 3 clusters Score -8431148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -8431159.000000 Penalty: 5320.833984
	Iteration 58Q: 3 clusters Score -8431159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -8431161.000000 Penalty: 5320.833984
	Iteration 59Q: 3 clusters Score -8431161 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -8431145.000000 Penalty: 5320.833984
	Iteration 60F: 3 clusters Score -8431145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -8431152.000000 Penalty: 5320.833984
	Iteration 61Q: 3 clusters Score -8431152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -8431165.000000 Penalty: 5320.833984
	Iteration 62Q: 3 clusters Score -8431165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -8431169.000000 Penalty: 5320.833984
	Iteration 63Q: 3 clusters Score -8431169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -8431188.000000 Penalty: 5320.833984
	Iteration 64Q: 3 clusters Score -8431188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -8431203.000000 Penalty: 5320.833984
	Iteration 65Q: 3 clusters Score -8431203 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -8431226.000000 Penalty: 5320.833984
	Iteration 66Q: 3 clusters Score -8431226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
Score: -8431235.000000 Penalty: 5320.833984
	Iteration 67Q: 3 clusters Score -8431235 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -8431234.000000 Penalty: 5320.833984
	Iteration 68Q: 3 clusters Score -8431234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -8431234.000000 Penalty: 5320.833984
	Iteration 69Q: 3 clusters Score -8431234 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -8431252.000000 Penalty: 5320.833984
	Iteration 70Q: 3 clusters Score -8431252 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -8431261.000000 Penalty: 5320.833984
	Iteration 71Q: 3 clusters Score -8431261 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -8431296.000000 Penalty: 5320.833984
	Iteration 72Q: 3 clusters Score -8431296 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 30080 members 
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	Iteration 73Q: 3 clusters Score -8431309 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 30147 members 
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Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15281 members 
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	Iteration 76Q: 3 clusters Score -8431330 nChanged 108
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Mstep: Class 1 contains 15175 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8431361 nChanged 99
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Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8431406 nChanged 101
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Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8431412 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8431421 nChanged 104
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Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8431433 nChanged 120
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Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8431468 nChanged 123
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Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8431472 nChanged 125
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Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8431480 nChanged 95
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Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8431526 nChanged 88
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Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8431551 nChanged 93
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Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8431560 nChanged 85
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Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8431583 nChanged 80
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Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8431622 nChanged 69
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Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8431614 nChanged 67
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Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -8431621.000000 Penalty: 5320.833984
	Iteration 93Q: 3 clusters Score -8431621 nChanged 65
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Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8431627 nChanged 67
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Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8431629 nChanged 54
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Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8431638 nChanged 58
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Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8431651 nChanged 68
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Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8431660 nChanged 89
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Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 32353 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8431671 nChanged 100
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Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8431693 nChanged 107
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Mstep: Class 1 contains 13036 members 
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Entering Unmasked Estep 
Score: -8431718.000000 Penalty: 5320.833984
	Iteration 101Q: 3 clusters Score -8431718 nChanged 104
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Mstep: Class 1 contains 12934 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8431753 nChanged 153
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Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8431791 nChanged 178
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Mstep: Class 1 contains 12607 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8431847 nChanged 180
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Mstep: Class 1 contains 12429 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8431902 nChanged 175
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Mstep: Class 1 contains 12256 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8431901 nChanged 189
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Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8431970 nChanged 189
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Mstep: Class 1 contains 11878 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8431995 nChanged 176
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Mstep: Class 1 contains 11704 members 
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	Iteration 109Q: 3 clusters Score -8431999 nChanged 152
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Mstep: Class 1 contains 11554 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8432034 nChanged 148
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Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8432056 nChanged 146
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Mstep: Class 1 contains 11264 members 
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	Iteration 112Q: 3 clusters Score -8432079 nChanged 131
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Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8432083 nChanged 147
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Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8432136 nChanged 188
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Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -8432178.000000 Penalty: 5320.833984
	Iteration 115Q: 3 clusters Score -8432178 nChanged 190
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Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -8432199.000000 Penalty: 5320.833984
	Iteration 116Q: 3 clusters Score -8432199 nChanged 183
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Mstep: Class 1 contains 10429 members 
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Entering Unmasked Estep 
Score: -8432225.000000 Penalty: 5320.833984
	Iteration 117Q: 3 clusters Score -8432225 nChanged 198
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Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8432270 nChanged 183
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Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 35540 members 
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	Iteration 119Q: 3 clusters Score -8432324 nChanged 218
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Mstep: Class 1 contains 9836 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8432365 nChanged 225
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Mstep: Class 1 contains 9615 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8432436 nChanged 212
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Mstep: Class 1 contains 9405 members 
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	Iteration 122Q: 3 clusters Score -8432481 nChanged 204
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Mstep: Class 1 contains 9201 members 
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	Iteration 123Q: 3 clusters Score -8432570 nChanged 216
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Mstep: Class 1 contains 8987 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8432589 nChanged 199
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Mstep: Class 1 contains 8790 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8432644 nChanged 213
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Mstep: Class 1 contains 8577 members 
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	Iteration 126Q: 3 clusters Score -8432705 nChanged 201
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	Iteration 127Q: 3 clusters Score -8432762 nChanged 224
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	Iteration 128Q: 3 clusters Score -8432796 nChanged 203
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Mstep: Class 1 contains 7955 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8432844 nChanged 209
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	Iteration 131Q: 3 clusters Score -8432922 nChanged 163
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8432980 nChanged 159
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Entering Unmasked Estep 
Score: -8433015.000000 Penalty: 5320.833984
	Iteration 133Q: 3 clusters Score -8433015 nChanged 179
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Mstep: Class 1 contains 7056 members 
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	Iteration 134Q: 3 clusters Score -8433048 nChanged 157
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Mstep: Class 1 contains 6901 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8433082 nChanged 175
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Mstep: Class 1 contains 6726 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8433137 nChanged 154
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Mstep: Class 1 contains 6576 members 
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Entering Unmasked Estep 
Score: -8433141.000000 Penalty: 5320.833984
	Iteration 137Q: 3 clusters Score -8433141 nChanged 165
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Mstep: Class 1 contains 6415 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8433184 nChanged 177
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8433228 nChanged 134
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8433530 nChanged 94
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	Iteration 154Q: 3 clusters Score -8433658 nChanged 81
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	Iteration 155Q: 3 clusters Score -8433662 nChanged 72
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	Iteration 156Q: 3 clusters Score -8433695 nChanged 65
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	Iteration 158Q: 3 clusters Score -8433722 nChanged 71
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	Iteration 160F: 3 clusters Score -8433789 nChanged 84
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	Iteration 162Q: 3 clusters Score -8433802 nChanged 100
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	Iteration 163Q: 3 clusters Score -8433812 nChanged 117
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	Iteration 164Q: 3 clusters Score -8433841 nChanged 106
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	Iteration 165Q: 3 clusters Score -8433884 nChanged 92
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	Iteration 166Q: 3 clusters Score -8433881 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -8433872.000000 Penalty: 5320.833984
	Iteration 167Q: 3 clusters Score -8433872 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -8433888.000000 Penalty: 5320.833984
	Iteration 168Q: 3 clusters Score -8433888 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -8433875.000000 Penalty: 5320.833984
	Iteration 169Q: 3 clusters Score -8433875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -8433863.000000 Penalty: 5320.833984
	Iteration 170Q: 3 clusters Score -8433863 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -8433874.000000 Penalty: 5320.833984
	Iteration 171Q: 3 clusters Score -8433874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -8433875.000000 Penalty: 5320.833984
	Iteration 172Q: 3 clusters Score -8433875 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -8433883.000000 Penalty: 5320.833984
	Iteration 173Q: 3 clusters Score -8433883 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -8433897.000000 Penalty: 5320.833984
	Iteration 174Q: 3 clusters Score -8433897 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -8433908.000000 Penalty: 5320.833984
	Iteration 175Q: 3 clusters Score -8433908 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -8433896.000000 Penalty: 5320.833984
	Iteration 176Q: 3 clusters Score -8433896 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -8433910.000000 Penalty: 5320.833984
	Iteration 177Q: 3 clusters Score -8433910 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8433901.000000 Penalty: 5320.833984
	Iteration 178Q: 3 clusters Score -8433901 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -8433905.000000 Penalty: 5320.833984
	Iteration 179Q: 3 clusters Score -8433905 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -8433911.000000 Penalty: 5320.833984
	Iteration 180F: 3 clusters Score -8433911 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -8433893.000000 Penalty: 5320.833984
	Iteration 181Q: 3 clusters Score -8433893 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8433873.000000 Penalty: 5320.833984
	Iteration 182Q: 3 clusters Score -8433873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -8433895.000000 Penalty: 5320.833984
	Iteration 183Q: 3 clusters Score -8433895 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -8433889.000000 Penalty: 5320.833984
	Iteration 184Q: 3 clusters Score -8433889 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -8433862.000000 Penalty: 5320.833984
	Iteration 185Q: 3 clusters Score -8433862 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8433852.000000 Penalty: 5320.833984
	Iteration 186Q: 3 clusters Score -8433852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -8433826.000000 Penalty: 5320.833984
	Iteration 187Q: 3 clusters Score -8433826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -8433815.000000 Penalty: 5320.833984
	Iteration 188Q: 3 clusters Score -8433815 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -8433791.000000 Penalty: 5320.833984
	Iteration 189Q: 3 clusters Score -8433791 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -8433772.000000 Penalty: 5320.833984
	Iteration 190Q: 3 clusters Score -8433772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -8433776.000000 Penalty: 5320.833984
	Iteration 191Q: 3 clusters Score -8433776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -8433762.000000 Penalty: 5320.833984
	Iteration 192Q: 3 clusters Score -8433762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -8433771.000000 Penalty: 5320.833984
	Iteration 193Q: 3 clusters Score -8433771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -8433757.000000 Penalty: 5320.833984
	Iteration 194Q: 3 clusters Score -8433757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -8433751.000000 Penalty: 5320.833984
	Iteration 195Q: 3 clusters Score -8433751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -8433745.000000 Penalty: 5320.833984
	Iteration 196Q: 3 clusters Score -8433745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -8433738.000000 Penalty: 5320.833984
	Iteration 197Q: 3 clusters Score -8433738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -8433741.000000 Penalty: 5320.833984
	Iteration 198Q: 3 clusters Score -8433741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -8433735.000000 Penalty: 5320.833984
	Iteration 199Q: 3 clusters Score -8433735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -8433729.000000 Penalty: 5320.833984
	Iteration 200F: 3 clusters Score -8433729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -8433731.000000 Penalty: 5320.833984
	Iteration 201Q: 3 clusters Score -8433731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -8433721.000000 Penalty: 5320.833984
	Iteration 202Q: 3 clusters Score -8433721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -8433713.000000 Penalty: 5320.833984
	Iteration 203Q: 3 clusters Score -8433713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -8433711.000000 Penalty: 5320.833984
	Iteration 204Q: 3 clusters Score -8433711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -8433713.000000 Penalty: 5320.833984
	Iteration 205Q: 3 clusters Score -8433713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -8433711.000000 Penalty: 5320.833984
	Iteration 206Q: 3 clusters Score -8433711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -8433709.000000 Penalty: 5320.833984
	Iteration 207Q: 3 clusters Score -8433709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8433710.000000 Penalty: 5320.833984
	Iteration 208Q: 3 clusters Score -8433710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -8433707.000000 Penalty: 5320.833984
	Iteration 209Q: 3 clusters Score -8433707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -8433707.000000 Penalty: 5320.833984
	Iteration 210F: 3 clusters Score -8433707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Entering Unmasked Estep 
Score: -8320182.000000 Penalty: 2658.182129
	Iteration 0F: 2 clusters Score -8320182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -8290587.000000 Penalty: 5316.364258
	Iteration 0F: 3 clusters Score -8290587 nChanged 20556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -8301806.000000 Penalty: 5316.364258
	Iteration 1F: 3 clusters Score -8301806 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -8302307.500000 Penalty: 5316.364258
	Iteration 2Q: 3 clusters Score -8302308 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -8302944.500000 Penalty: 5316.364258
	Iteration 3Q: 3 clusters Score -8302944 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -8303722.000000 Penalty: 5316.364258
	Iteration 4Q: 3 clusters Score -8303722 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -8304768.500000 Penalty: 5316.364258
	Iteration 5Q: 3 clusters Score -8304768 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -8306116.500000 Penalty: 5316.364258
	Iteration 6F: 3 clusters Score -8306116 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -8307849.500000 Penalty: 5316.364258
	Iteration 7F: 3 clusters Score -8307850 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -8310081.000000 Penalty: 5316.364258
	Iteration 8F: 3 clusters Score -8310081 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -8312678.500000 Penalty: 5316.364258
	Iteration 9F: 3 clusters Score -8312678 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -8314947.500000 Penalty: 5316.364258
	Iteration 10F: 3 clusters Score -8314948 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -8315930.000000 Penalty: 5316.364258
	Iteration 11Q: 3 clusters Score -8315930 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -8316383.000000 Penalty: 5316.364258
	Iteration 12Q: 3 clusters Score -8316383 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -8316582.500000 Penalty: 5316.364258
	Iteration 13Q: 3 clusters Score -8316582 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -8316800.000000 Penalty: 5316.364258
	Iteration 14Q: 3 clusters Score -8316800 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -8316927.000000 Penalty: 5316.364258
	Iteration 15Q: 3 clusters Score -8316927 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -8317042.500000 Penalty: 5316.364258
	Iteration 16Q: 3 clusters Score -8317042 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -8317144.000000 Penalty: 5316.364258
	Iteration 17Q: 3 clusters Score -8317144 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -8317245.500000 Penalty: 5316.364258
	Iteration 18Q: 3 clusters Score -8317246 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -8317305.500000 Penalty: 5316.364258
	Iteration 19Q: 3 clusters Score -8317306 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -8317339.500000 Penalty: 5316.364258
	Iteration 20F: 3 clusters Score -8317340 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -8317400.500000 Penalty: 5316.364258
	Iteration 21Q: 3 clusters Score -8317400 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -8317470.500000 Penalty: 5316.364258
	Iteration 22Q: 3 clusters Score -8317470 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -8317531.500000 Penalty: 5316.364258
	Iteration 23Q: 3 clusters Score -8317532 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -8317586.500000 Penalty: 5316.364258
	Iteration 24Q: 3 clusters Score -8317586 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -8317636.000000 Penalty: 5316.364258
	Iteration 25Q: 3 clusters Score -8317636 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -8317657.000000 Penalty: 5316.364258
	Iteration 26Q: 3 clusters Score -8317657 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -8317721.000000 Penalty: 5316.364258
	Iteration 27Q: 3 clusters Score -8317721 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -8317726.500000 Penalty: 5316.364258
	Iteration 28Q: 3 clusters Score -8317726 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -8317753.000000 Penalty: 5316.364258
	Iteration 29Q: 3 clusters Score -8317753 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -8317798.000000 Penalty: 5316.364258
	Iteration 30Q: 3 clusters Score -8317798 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -8317851.000000 Penalty: 5316.364258
	Iteration 31Q: 3 clusters Score -8317851 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -8317885.000000 Penalty: 5316.364258
	Iteration 32Q: 3 clusters Score -8317885 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -8317953.000000 Penalty: 5316.364258
	Iteration 33Q: 3 clusters Score -8317953 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -8317982.500000 Penalty: 5316.364258
	Iteration 34Q: 3 clusters Score -8317982 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -8318007.500000 Penalty: 5316.364258
	Iteration 35Q: 3 clusters Score -8318008 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -8318066.000000 Penalty: 5316.364258
	Iteration 36Q: 3 clusters Score -8318066 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -8318113.000000 Penalty: 5316.364258
	Iteration 37Q: 3 clusters Score -8318113 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -8318121.500000 Penalty: 5316.364258
	Iteration 38Q: 3 clusters Score -8318122 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -8318178.500000 Penalty: 5316.364258
	Iteration 39Q: 3 clusters Score -8318178 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -8318224.000000 Penalty: 5316.364258
	Iteration 40F: 3 clusters Score -8318224 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -8318271.500000 Penalty: 5316.364258
	Iteration 41Q: 3 clusters Score -8318272 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -8318330.500000 Penalty: 5316.364258
	Iteration 42Q: 3 clusters Score -8318330 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -8318373.500000 Penalty: 5316.364258
	Iteration 43Q: 3 clusters Score -8318374 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -8318435.000000 Penalty: 5316.364258
	Iteration 44Q: 3 clusters Score -8318435 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -8318474.000000 Penalty: 5316.364258
	Iteration 45Q: 3 clusters Score -8318474 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -8318532.000000 Penalty: 5316.364258
	Iteration 46Q: 3 clusters Score -8318532 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -8318552.500000 Penalty: 5316.364258
	Iteration 47Q: 3 clusters Score -8318552 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -8318566.500000 Penalty: 5316.364258
	Iteration 48Q: 3 clusters Score -8318566 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -8318581.500000 Penalty: 5316.364258
	Iteration 49Q: 3 clusters Score -8318582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -8318615.500000 Penalty: 5316.364258
	Iteration 50Q: 3 clusters Score -8318616 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -8318635.500000 Penalty: 5316.364258
	Iteration 51Q: 3 clusters Score -8318636 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -8318647.000000 Penalty: 5316.364258
	Iteration 52Q: 3 clusters Score -8318647 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -8318671.000000 Penalty: 5316.364258
	Iteration 53Q: 3 clusters Score -8318671 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -8318679.000000 Penalty: 5316.364258
	Iteration 54Q: 3 clusters Score -8318679 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -8318696.000000 Penalty: 5316.364258
	Iteration 55Q: 3 clusters Score -8318696 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -8318703.000000 Penalty: 5316.364258
	Iteration 56Q: 3 clusters Score -8318703 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -8318721.500000 Penalty: 5316.364258
	Iteration 57Q: 3 clusters Score -8318722 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -8318729.500000 Penalty: 5316.364258
	Iteration 58Q: 3 clusters Score -8318730 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -8318745.500000 Penalty: 5316.364258
	Iteration 59Q: 3 clusters Score -8318746 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -8318767.500000 Penalty: 5316.364258
	Iteration 60F: 3 clusters Score -8318768 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -8318793.000000 Penalty: 5316.364258
	Iteration 61Q: 3 clusters Score -8318793 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -8318806.000000 Penalty: 5316.364258
	Iteration 62Q: 3 clusters Score -8318806 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -8318811.500000 Penalty: 5316.364258
	Iteration 63Q: 3 clusters Score -8318812 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -8318811.000000 Penalty: 5316.364258
	Iteration 64Q: 3 clusters Score -8318811 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -8318813.500000 Penalty: 5316.364258
	Iteration 65Q: 3 clusters Score -8318814 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -8318808.000000 Penalty: 5316.364258
	Iteration 66Q: 3 clusters Score -8318808 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -8318791.500000 Penalty: 5316.364258
	Iteration 67Q: 3 clusters Score -8318792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -8318806.000000 Penalty: 5316.364258
	Iteration 68Q: 3 clusters Score -8318806 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -8318789.500000 Penalty: 5316.364258
	Iteration 69Q: 3 clusters Score -8318790 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -8318784.500000 Penalty: 5316.364258
	Iteration 70Q: 3 clusters Score -8318784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -8318795.000000 Penalty: 5316.364258
	Iteration 71Q: 3 clusters Score -8318795 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -8318822.000000 Penalty: 5316.364258
	Iteration 72Q: 3 clusters Score -8318822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -8318806.500000 Penalty: 5316.364258
	Iteration 73Q: 3 clusters Score -8318806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -8318802.500000 Penalty: 5316.364258
	Iteration 74Q: 3 clusters Score -8318802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -8318802.500000 Penalty: 5316.364258
	Iteration 75Q: 3 clusters Score -8318802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -8318819.000000 Penalty: 5316.364258
	Iteration 76Q: 3 clusters Score -8318819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -8318825.000000 Penalty: 5316.364258
	Iteration 77Q: 3 clusters Score -8318825 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8318815.000000 Penalty: 5316.364258
	Iteration 78Q: 3 clusters Score -8318815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -8318811.500000 Penalty: 5316.364258
	Iteration 79Q: 3 clusters Score -8318812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -8318813.000000 Penalty: 5316.364258
	Iteration 80F: 3 clusters Score -8318813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -8318791.000000 Penalty: 5316.364258
	Iteration 81Q: 3 clusters Score -8318791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -8318778.000000 Penalty: 5316.364258
	Iteration 82Q: 3 clusters Score -8318778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8318781.500000 Penalty: 5316.364258
	Iteration 83Q: 3 clusters Score -8318782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -8318775.000000 Penalty: 5316.364258
	Iteration 84Q: 3 clusters Score -8318775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -8318785.000000 Penalty: 5316.364258
	Iteration 85Q: 3 clusters Score -8318785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -8318774.500000 Penalty: 5316.364258
	Iteration 86Q: 3 clusters Score -8318774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -8318770.500000 Penalty: 5316.364258
	Iteration 87Q: 3 clusters Score -8318770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -8318765.500000 Penalty: 5316.364258
	Iteration 88Q: 3 clusters Score -8318766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -8318777.500000 Penalty: 5316.364258
	Iteration 89Q: 3 clusters Score -8318778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -8318777.500000 Penalty: 5316.364258
	Iteration 90Q: 3 clusters Score -8318778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8318775.500000 Penalty: 5316.364258
	Iteration 91Q: 3 clusters Score -8318776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -8318776.000000 Penalty: 5316.364258
	Iteration 92Q: 3 clusters Score -8318776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -8318776.000000 Penalty: 5316.364258
	Iteration 93F: 3 clusters Score -8318776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -85516.656250 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -85516.66 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 232 members 
Entering Unmasked Estep 
Score: -84003.820312 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -84003.82 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -84177.984375 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -84177.98 nChanged 30
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: -84239.890625 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -84239.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -84271.117188 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -84271.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84281.054688 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -84281.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -84290.226562 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -84290.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84293.070312 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -84293.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -84299.960938 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -84299.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -84310.414062 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -84310.41 nChanged 4
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: -84317.570312 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -84317.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -84324.054688 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -84324.05 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: -84326.062500 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -84326.06 nChanged 0
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: -84326.062500 Penalty: 3067.337891
	Iteration 12F: 3 clusters Score -84326.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Entering Unmasked Estep 
Score: -8310955.500000 Penalty: 2657.473145
	Iteration 0F: 2 clusters Score -8310956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -8281889.500000 Penalty: 5314.946289
	Iteration 0F: 3 clusters Score -8281890 nChanged 20661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -8293101.500000 Penalty: 5314.946289
	Iteration 1F: 3 clusters Score -8293102 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -8293679.000000 Penalty: 5314.946289
	Iteration 2Q: 3 clusters Score -8293679 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -8294364.500000 Penalty: 5314.946289
	Iteration 3Q: 3 clusters Score -8294364 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -8295234.500000 Penalty: 5314.946289
	Iteration 4Q: 3 clusters Score -8295234 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -8296357.500000 Penalty: 5314.946289
	Iteration 5F: 3 clusters Score -8296358 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -8298136.500000 Penalty: 5314.946289
	Iteration 6F: 3 clusters Score -8298136 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -8300579.500000 Penalty: 5314.946289
	Iteration 7F: 3 clusters Score -8300580 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -8303595.000000 Penalty: 5314.946289
	Iteration 8F: 3 clusters Score -8303595 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -8306400.000000 Penalty: 5314.946289
	Iteration 9F: 3 clusters Score -8306400 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -8308214.000000 Penalty: 5314.946289
	Iteration 10Q: 3 clusters Score -8308214 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -8308857.500000 Penalty: 5314.946289
	Iteration 11Q: 3 clusters Score -8308858 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -8309123.500000 Penalty: 5314.946289
	Iteration 12Q: 3 clusters Score -8309124 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -8309212.000000 Penalty: 5314.946289
	Iteration 13Q: 3 clusters Score -8309212 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -8309302.500000 Penalty: 5314.946289
	Iteration 14Q: 3 clusters Score -8309302 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -8309411.500000 Penalty: 5314.946289
	Iteration 15Q: 3 clusters Score -8309412 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -8309467.000000 Penalty: 5314.946289
	Iteration 16Q: 3 clusters Score -8309467 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -8309523.500000 Penalty: 5314.946289
	Iteration 17Q: 3 clusters Score -8309524 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -8309577.000000 Penalty: 5314.946289
	Iteration 18Q: 3 clusters Score -8309577 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -8309625.000000 Penalty: 5314.946289
	Iteration 19Q: 3 clusters Score -8309625 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -8309664.500000 Penalty: 5314.946289
	Iteration 20F: 3 clusters Score -8309664 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8309685.000000 Penalty: 5314.946289
	Iteration 21Q: 3 clusters Score -8309685 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -8309722.500000 Penalty: 5314.946289
	Iteration 22Q: 3 clusters Score -8309722 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8309715.000000 Penalty: 5314.946289
	Iteration 23Q: 3 clusters Score -8309715 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8309700.000000 Penalty: 5314.946289
	Iteration 24Q: 3 clusters Score -8309700 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8309692.000000 Penalty: 5314.946289
	Iteration 25Q: 3 clusters Score -8309692 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -8309691.000000 Penalty: 5314.946289
	Iteration 26Q: 3 clusters Score -8309691 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -8309666.500000 Penalty: 5314.946289
	Iteration 27Q: 3 clusters Score -8309666 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -8309667.500000 Penalty: 5314.946289
	Iteration 28Q: 3 clusters Score -8309668 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8309662.500000 Penalty: 5314.946289
	Iteration 29Q: 3 clusters Score -8309662 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8309656.500000 Penalty: 5314.946289
	Iteration 30Q: 3 clusters Score -8309656 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8309639.500000 Penalty: 5314.946289
	Iteration 31Q: 3 clusters Score -8309640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8309601.000000 Penalty: 5314.946289
	Iteration 32Q: 3 clusters Score -8309601 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -8309589.500000 Penalty: 5314.946289
	Iteration 33Q: 3 clusters Score -8309590 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8309582.000000 Penalty: 5314.946289
	Iteration 34Q: 3 clusters Score -8309582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -8309560.000000 Penalty: 5314.946289
	Iteration 35Q: 3 clusters Score -8309560 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8309522.500000 Penalty: 5314.946289
	Iteration 36Q: 3 clusters Score -8309522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8309496.500000 Penalty: 5314.946289
	Iteration 37Q: 3 clusters Score -8309496 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8309487.500000 Penalty: 5314.946289
	Iteration 38Q: 3 clusters Score -8309488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8309482.500000 Penalty: 5314.946289
	Iteration 39Q: 3 clusters Score -8309482 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8309459.500000 Penalty: 5314.946289
	Iteration 40F: 3 clusters Score -8309460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8309454.500000 Penalty: 5314.946289
	Iteration 41Q: 3 clusters Score -8309454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8309433.500000 Penalty: 5314.946289
	Iteration 42Q: 3 clusters Score -8309434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8309428.500000 Penalty: 5314.946289
	Iteration 43Q: 3 clusters Score -8309428 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8309420.000000 Penalty: 5314.946289
	Iteration 44Q: 3 clusters Score -8309420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8309422.500000 Penalty: 5314.946289
	Iteration 45Q: 3 clusters Score -8309422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8309413.500000 Penalty: 5314.946289
	Iteration 46Q: 3 clusters Score -8309414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8309396.000000 Penalty: 5314.946289
	Iteration 47Q: 3 clusters Score -8309396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8309398.000000 Penalty: 5314.946289
	Iteration 48Q: 3 clusters Score -8309398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8309398.500000 Penalty: 5314.946289
	Iteration 49Q: 3 clusters Score -8309398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8309398.000000 Penalty: 5314.946289
	Iteration 50Q: 3 clusters Score -8309398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8309388.500000 Penalty: 5314.946289
	Iteration 51Q: 3 clusters Score -8309388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8309401.500000 Penalty: 5314.946289
	Iteration 52Q: 3 clusters Score -8309402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8309400.000000 Penalty: 5314.946289
	Iteration 53Q: 3 clusters Score -8309400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8309392.000000 Penalty: 5314.946289
	Iteration 54Q: 3 clusters Score -8309392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8309386.500000 Penalty: 5314.946289
	Iteration 55Q: 3 clusters Score -8309386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8309379.500000 Penalty: 5314.946289
	Iteration 56Q: 3 clusters Score -8309380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8309382.000000 Penalty: 5314.946289
	Iteration 57Q: 3 clusters Score -8309382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8309382.000000 Penalty: 5314.946289
	Iteration 58Q: 3 clusters Score -8309382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8309388.500000 Penalty: 5314.946289
	Iteration 59Q: 3 clusters Score -8309388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8309377.000000 Penalty: 5314.946289
	Iteration 60F: 3 clusters Score -8309377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8309374.000000 Penalty: 5314.946289
	Iteration 61Q: 3 clusters Score -8309374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8309375.500000 Penalty: 5314.946289
	Iteration 62Q: 3 clusters Score -8309376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8309375.500000 Penalty: 5314.946289
	Iteration 63F: 3 clusters Score -8309376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Entering Unmasked Estep 
Score: -8800143.000000 Penalty: 2670.923340
	Iteration 0F: 2 clusters Score -8800143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -8770726.000000 Penalty: 5341.846680
	Iteration 0F: 3 clusters Score -8770726 nChanged 21866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -8782813.000000 Penalty: 5341.846680
	Iteration 1F: 3 clusters Score -8782813 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -8783398.000000 Penalty: 5341.846680
	Iteration 2Q: 3 clusters Score -8783398 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -8784031.000000 Penalty: 5341.846680
	Iteration 3Q: 3 clusters Score -8784031 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -8784761.000000 Penalty: 5341.846680
	Iteration 4Q: 3 clusters Score -8784761 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -8785859.000000 Penalty: 5341.846680
	Iteration 5Q: 3 clusters Score -8785859 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -8787592.000000 Penalty: 5341.846680
	Iteration 6F: 3 clusters Score -8787592 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -8790222.000000 Penalty: 5341.846680
	Iteration 7F: 3 clusters Score -8790222 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -8793572.000000 Penalty: 5341.846680
	Iteration 8F: 3 clusters Score -8793572 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -8796205.000000 Penalty: 5341.846680
	Iteration 9F: 3 clusters Score -8796205 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -8797173.000000 Penalty: 5341.846680
	Iteration 10Q: 3 clusters Score -8797173 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -8797536.000000 Penalty: 5341.846680
	Iteration 11Q: 3 clusters Score -8797536 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -8797678.000000 Penalty: 5341.846680
	Iteration 12Q: 3 clusters Score -8797678 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -8797731.000000 Penalty: 5341.846680
	Iteration 13Q: 3 clusters Score -8797731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -8797776.000000 Penalty: 5341.846680
	Iteration 14Q: 3 clusters Score -8797776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -8797777.000000 Penalty: 5341.846680
	Iteration 15Q: 3 clusters Score -8797777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -8797799.000000 Penalty: 5341.846680
	Iteration 16Q: 3 clusters Score -8797799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -8797802.000000 Penalty: 5341.846680
	Iteration 17Q: 3 clusters Score -8797802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -8797813.000000 Penalty: 5341.846680
	Iteration 18Q: 3 clusters Score -8797813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -8797830.000000 Penalty: 5341.846680
	Iteration 19Q: 3 clusters Score -8797830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -8797836.000000 Penalty: 5341.846680
	Iteration 20F: 3 clusters Score -8797836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -8797854.000000 Penalty: 5341.846680
	Iteration 21Q: 3 clusters Score -8797854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -8797866.000000 Penalty: 5341.846680
	Iteration 22Q: 3 clusters Score -8797866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -8797879.000000 Penalty: 5341.846680
	Iteration 23Q: 3 clusters Score -8797879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -8797875.000000 Penalty: 5341.846680
	Iteration 24Q: 3 clusters Score -8797875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -8797875.000000 Penalty: 5341.846680
	Iteration 25F: 3 clusters Score -8797875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -74022.656250 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -74022.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72618.460938 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -72618.46 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72797.101562 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -72797.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72843.312500 Penalty: 3019.040283
	Iteration 2Q: 3 clusters Score -72843.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -72872.695312 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -72872.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -72888.289062 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -72888.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72895.914062 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -72895.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72895.914062 Penalty: 3019.040283
	Iteration 6F: 3 clusters Score -72895.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Entering Unmasked Estep 
Score: -10328781.000000 Penalty: 2708.649658
	Iteration 0F: 2 clusters Score -1.032878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -10300015.000000 Penalty: 5417.299316
	Iteration 0F: 3 clusters Score -1.030002e+07 nChanged 25694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -10314251.000000 Penalty: 5417.299316
	Iteration 1F: 3 clusters Score -1.031425e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -10314831.000000 Penalty: 5417.299316
	Iteration 2Q: 3 clusters Score -1.031483e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -10315358.000000 Penalty: 5417.299316
	Iteration 3Q: 3 clusters Score -1.031536e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -10315998.000000 Penalty: 5417.299316
	Iteration 4Q: 3 clusters Score -1.0316e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -10316852.000000 Penalty: 5417.299316
	Iteration 5Q: 3 clusters Score -1.031685e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -10318116.000000 Penalty: 5417.299316
	Iteration 6Q: 3 clusters Score -1.031812e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -10319620.000000 Penalty: 5417.299316
	Iteration 7Q: 3 clusters Score -1.031962e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -10321752.000000 Penalty: 5417.299316
	Iteration 8F: 3 clusters Score -1.032175e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -10324093.000000 Penalty: 5417.299316
	Iteration 9F: 3 clusters Score -1.032409e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -10325707.000000 Penalty: 5417.299316
	Iteration 10F: 3 clusters Score -1.032571e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -10326484.000000 Penalty: 5417.299316
	Iteration 11Q: 3 clusters Score -1.032648e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -10326890.000000 Penalty: 5417.299316
	Iteration 12Q: 3 clusters Score -1.032689e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -10327029.000000 Penalty: 5417.299316
	Iteration 13Q: 3 clusters Score -1.032703e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -10327073.000000 Penalty: 5417.299316
	Iteration 14Q: 3 clusters Score -1.032707e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -10327115.000000 Penalty: 5417.299316
	Iteration 15Q: 3 clusters Score -1.032712e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -10327176.000000 Penalty: 5417.299316
	Iteration 16Q: 3 clusters Score -1.032718e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -10327242.000000 Penalty: 5417.299316
	Iteration 17Q: 3 clusters Score -1.032724e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -10327302.000000 Penalty: 5417.299316
	Iteration 18Q: 3 clusters Score -1.03273e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -10327339.000000 Penalty: 5417.299316
	Iteration 19Q: 3 clusters Score -1.032734e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -10327392.000000 Penalty: 5417.299316
	Iteration 20F: 3 clusters Score -1.032739e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -10327441.000000 Penalty: 5417.299316
	Iteration 21Q: 3 clusters Score -1.032744e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -10327445.000000 Penalty: 5417.299316
	Iteration 22Q: 3 clusters Score -1.032744e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -10327524.000000 Penalty: 5417.299316
	Iteration 23Q: 3 clusters Score -1.032752e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -10327550.000000 Penalty: 5417.299316
	Iteration 24Q: 3 clusters Score -1.032755e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -10327576.000000 Penalty: 5417.299316
	Iteration 25Q: 3 clusters Score -1.032758e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -10327604.000000 Penalty: 5417.299316
	Iteration 26Q: 3 clusters Score -1.03276e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -10327671.000000 Penalty: 5417.299316
	Iteration 27Q: 3 clusters Score -1.032767e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -10327749.000000 Penalty: 5417.299316
	Iteration 28Q: 3 clusters Score -1.032775e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -10327775.000000 Penalty: 5417.299316
	Iteration 29Q: 3 clusters Score -1.032778e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -10327863.000000 Penalty: 5417.299316
	Iteration 30Q: 3 clusters Score -1.032786e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -10327928.000000 Penalty: 5417.299316
	Iteration 31Q: 3 clusters Score -1.032793e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -10328004.000000 Penalty: 5417.299316
	Iteration 32Q: 3 clusters Score -1.0328e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -10328100.000000 Penalty: 5417.299316
	Iteration 33Q: 3 clusters Score -1.03281e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -10328188.000000 Penalty: 5417.299316
	Iteration 34Q: 3 clusters Score -1.032819e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -10328265.000000 Penalty: 5417.299316
	Iteration 35Q: 3 clusters Score -1.032826e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -10328383.000000 Penalty: 5417.299316
	Iteration 36Q: 3 clusters Score -1.032838e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -10328573.000000 Penalty: 5417.299316
	Iteration 37Q: 3 clusters Score -1.032857e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -10328680.000000 Penalty: 5417.299316
	Iteration 38Q: 3 clusters Score -1.032868e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -10328746.000000 Penalty: 5417.299316
	Iteration 39Q: 3 clusters Score -1.032875e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -10328889.000000 Penalty: 5417.299316
	Iteration 40F: 3 clusters Score -1.032889e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -10328963.000000 Penalty: 5417.299316
	Iteration 41Q: 3 clusters Score -1.032896e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -10329061.000000 Penalty: 5417.299316
	Iteration 42Q: 3 clusters Score -1.032906e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -10329136.000000 Penalty: 5417.299316
	Iteration 43Q: 3 clusters Score -1.032914e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -10329184.000000 Penalty: 5417.299316
	Iteration 44Q: 3 clusters Score -1.032918e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -10329243.000000 Penalty: 5417.299316
	Iteration 45Q: 3 clusters Score -1.032924e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -10329292.000000 Penalty: 5417.299316
	Iteration 46Q: 3 clusters Score -1.032929e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -10329332.000000 Penalty: 5417.299316
	Iteration 47Q: 3 clusters Score -1.032933e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -10329343.000000 Penalty: 5417.299316
	Iteration 48Q: 3 clusters Score -1.032934e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -10329308.000000 Penalty: 5417.299316
	Iteration 49Q: 3 clusters Score -1.032931e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -10329306.000000 Penalty: 5417.299316
	Iteration 50Q: 3 clusters Score -1.032931e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -10329306.000000 Penalty: 5417.299316
	Iteration 51Q: 3 clusters Score -1.032931e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -10329339.000000 Penalty: 5417.299316
	Iteration 52Q: 3 clusters Score -1.032934e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -10329308.000000 Penalty: 5417.299316
	Iteration 53Q: 3 clusters Score -1.032931e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -10329298.000000 Penalty: 5417.299316
	Iteration 54Q: 3 clusters Score -1.03293e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -10329283.000000 Penalty: 5417.299316
	Iteration 55Q: 3 clusters Score -1.032928e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -10329253.000000 Penalty: 5417.299316
	Iteration 56Q: 3 clusters Score -1.032925e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -10329238.000000 Penalty: 5417.299316
	Iteration 57Q: 3 clusters Score -1.032924e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -10329236.000000 Penalty: 5417.299316
	Iteration 58Q: 3 clusters Score -1.032924e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -10329260.000000 Penalty: 5417.299316
	Iteration 59Q: 3 clusters Score -1.032926e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -10329242.000000 Penalty: 5417.299316
	Iteration 60F: 3 clusters Score -1.032924e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -10329260.000000 Penalty: 5417.299316
	Iteration 61Q: 3 clusters Score -1.032926e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -10329253.000000 Penalty: 5417.299316
	Iteration 62Q: 3 clusters Score -1.032925e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -10329246.000000 Penalty: 5417.299316
	Iteration 63Q: 3 clusters Score -1.032925e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -10329248.000000 Penalty: 5417.299316
	Iteration 64Q: 3 clusters Score -1.032925e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -10329226.000000 Penalty: 5417.299316
	Iteration 65Q: 3 clusters Score -1.032923e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -10329200.000000 Penalty: 5417.299316
	Iteration 66Q: 3 clusters Score -1.03292e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -10329210.000000 Penalty: 5417.299316
	Iteration 67Q: 3 clusters Score -1.032921e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -10329208.000000 Penalty: 5417.299316
	Iteration 68Q: 3 clusters Score -1.032921e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -10329188.000000 Penalty: 5417.299316
	Iteration 69Q: 3 clusters Score -1.032919e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -10329193.000000 Penalty: 5417.299316
	Iteration 70Q: 3 clusters Score -1.032919e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -10329210.000000 Penalty: 5417.299316
	Iteration 71Q: 3 clusters Score -1.032921e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -10329237.000000 Penalty: 5417.299316
	Iteration 72Q: 3 clusters Score -1.032924e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -10329213.000000 Penalty: 5417.299316
	Iteration 73Q: 3 clusters Score -1.032921e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -10329210.000000 Penalty: 5417.299316
	Iteration 74Q: 3 clusters Score -1.032921e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -10329217.000000 Penalty: 5417.299316
	Iteration 75Q: 3 clusters Score -1.032922e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -10329222.000000 Penalty: 5417.299316
	Iteration 76Q: 3 clusters Score -1.032922e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -10329236.000000 Penalty: 5417.299316
	Iteration 77Q: 3 clusters Score -1.032924e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -10329227.000000 Penalty: 5417.299316
	Iteration 78Q: 3 clusters Score -1.032923e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -10329202.000000 Penalty: 5417.299316
	Iteration 79Q: 3 clusters Score -1.03292e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -10329222.000000 Penalty: 5417.299316
	Iteration 80F: 3 clusters Score -1.032922e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -10329228.000000 Penalty: 5417.299316
	Iteration 81Q: 3 clusters Score -1.032923e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -10329230.000000 Penalty: 5417.299316
	Iteration 82Q: 3 clusters Score -1.032923e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -10329249.000000 Penalty: 5417.299316
	Iteration 83Q: 3 clusters Score -1.032925e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -10329250.000000 Penalty: 5417.299316
	Iteration 84Q: 3 clusters Score -1.032925e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -10329260.000000 Penalty: 5417.299316
	Iteration 85Q: 3 clusters Score -1.032926e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -10329248.000000 Penalty: 5417.299316
	Iteration 86Q: 3 clusters Score -1.032925e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -10329240.000000 Penalty: 5417.299316
	Iteration 87Q: 3 clusters Score -1.032924e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -10329242.000000 Penalty: 5417.299316
	Iteration 88Q: 3 clusters Score -1.032924e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -10329242.000000 Penalty: 5417.299316
	Iteration 89Q: 3 clusters Score -1.032924e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -10329255.000000 Penalty: 5417.299316
	Iteration 90Q: 3 clusters Score -1.032926e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -10329270.000000 Penalty: 5417.299316
	Iteration 91Q: 3 clusters Score -1.032927e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -10329263.000000 Penalty: 5417.299316
	Iteration 92Q: 3 clusters Score -1.032926e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -10329264.000000 Penalty: 5417.299316
	Iteration 93Q: 3 clusters Score -1.032926e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -10329263.000000 Penalty: 5417.299316
	Iteration 94Q: 3 clusters Score -1.032926e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -10329255.000000 Penalty: 5417.299316
	Iteration 95Q: 3 clusters Score -1.032926e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -10329262.000000 Penalty: 5417.299316
	Iteration 96Q: 3 clusters Score -1.032926e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -10329260.000000 Penalty: 5417.299316
	Iteration 97Q: 3 clusters Score -1.032926e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -10329265.000000 Penalty: 5417.299316
	Iteration 98Q: 3 clusters Score -1.032926e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -10329283.000000 Penalty: 5417.299316
	Iteration 99Q: 3 clusters Score -1.032928e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -10329295.000000 Penalty: 5417.299316
	Iteration 100F: 3 clusters Score -1.03293e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -10329292.000000 Penalty: 5417.299316
	Iteration 101Q: 3 clusters Score -1.032929e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -10329304.000000 Penalty: 5417.299316
	Iteration 102Q: 3 clusters Score -1.03293e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -10329306.000000 Penalty: 5417.299316
	Iteration 103Q: 3 clusters Score -1.032931e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -10329325.000000 Penalty: 5417.299316
	Iteration 104Q: 3 clusters Score -1.032932e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -10329313.000000 Penalty: 5417.299316
	Iteration 105Q: 3 clusters Score -1.032931e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -10329335.000000 Penalty: 5417.299316
	Iteration 106Q: 3 clusters Score -1.032934e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -10329331.000000 Penalty: 5417.299316
	Iteration 107Q: 3 clusters Score -1.032933e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -10329341.000000 Penalty: 5417.299316
	Iteration 108Q: 3 clusters Score -1.032934e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -10329341.000000 Penalty: 5417.299316
	Iteration 109Q: 3 clusters Score -1.032934e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -10329338.000000 Penalty: 5417.299316
	Iteration 110Q: 3 clusters Score -1.032934e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -10329355.000000 Penalty: 5417.299316
	Iteration 111Q: 3 clusters Score -1.032936e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -10329349.000000 Penalty: 5417.299316
	Iteration 112Q: 3 clusters Score -1.032935e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -10329363.000000 Penalty: 5417.299316
	Iteration 113Q: 3 clusters Score -1.032936e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -10329344.000000 Penalty: 5417.299316
	Iteration 114Q: 3 clusters Score -1.032934e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -10329357.000000 Penalty: 5417.299316
	Iteration 115Q: 3 clusters Score -1.032936e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -10329352.000000 Penalty: 5417.299316
	Iteration 116Q: 3 clusters Score -1.032935e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -10329347.000000 Penalty: 5417.299316
	Iteration 117Q: 3 clusters Score -1.032935e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -10329369.000000 Penalty: 5417.299316
	Iteration 118Q: 3 clusters Score -1.032937e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -10329349.000000 Penalty: 5417.299316
	Iteration 119Q: 3 clusters Score -1.032935e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -10329357.000000 Penalty: 5417.299316
	Iteration 120F: 3 clusters Score -1.032936e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -10329354.000000 Penalty: 5417.299316
	Iteration 121Q: 3 clusters Score -1.032935e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -10329361.000000 Penalty: 5417.299316
	Iteration 122Q: 3 clusters Score -1.032936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -10329398.000000 Penalty: 5417.299316
	Iteration 123Q: 3 clusters Score -1.03294e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -10329396.000000 Penalty: 5417.299316
	Iteration 124Q: 3 clusters Score -1.03294e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -10329395.000000 Penalty: 5417.299316
	Iteration 125Q: 3 clusters Score -1.03294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -10329393.000000 Penalty: 5417.299316
	Iteration 126Q: 3 clusters Score -1.032939e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -10329394.000000 Penalty: 5417.299316
	Iteration 127Q: 3 clusters Score -1.032939e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -10329390.000000 Penalty: 5417.299316
	Iteration 128Q: 3 clusters Score -1.032939e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -10329397.000000 Penalty: 5417.299316
	Iteration 129Q: 3 clusters Score -1.03294e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -10329399.000000 Penalty: 5417.299316
	Iteration 130Q: 3 clusters Score -1.03294e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -10329405.000000 Penalty: 5417.299316
	Iteration 131Q: 3 clusters Score -1.03294e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -10329402.000000 Penalty: 5417.299316
	Iteration 132Q: 3 clusters Score -1.03294e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -10329408.000000 Penalty: 5417.299316
	Iteration 133Q: 3 clusters Score -1.032941e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -10329405.000000 Penalty: 5417.299316
	Iteration 134Q: 3 clusters Score -1.03294e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -10329406.000000 Penalty: 5417.299316
	Iteration 135Q: 3 clusters Score -1.032941e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -10329407.000000 Penalty: 5417.299316
	Iteration 136Q: 3 clusters Score -1.032941e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -10329416.000000 Penalty: 5417.299316
	Iteration 137Q: 3 clusters Score -1.032942e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -10329400.000000 Penalty: 5417.299316
	Iteration 138Q: 3 clusters Score -1.03294e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -10329418.000000 Penalty: 5417.299316
	Iteration 139Q: 3 clusters Score -1.032942e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -10329406.000000 Penalty: 5417.299316
	Iteration 140F: 3 clusters Score -1.032941e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -10329399.000000 Penalty: 5417.299316
	Iteration 141Q: 3 clusters Score -1.03294e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -10329420.000000 Penalty: 5417.299316
	Iteration 142Q: 3 clusters Score -1.032942e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -10329402.000000 Penalty: 5417.299316
	Iteration 143Q: 3 clusters Score -1.03294e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -10329394.000000 Penalty: 5417.299316
	Iteration 144Q: 3 clusters Score -1.032939e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -10329391.000000 Penalty: 5417.299316
	Iteration 145Q: 3 clusters Score -1.032939e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -10329383.000000 Penalty: 5417.299316
	Iteration 146Q: 3 clusters Score -1.032938e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -10329384.000000 Penalty: 5417.299316
	Iteration 147Q: 3 clusters Score -1.032938e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -10329366.000000 Penalty: 5417.299316
	Iteration 148Q: 3 clusters Score -1.032937e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -10329358.000000 Penalty: 5417.299316
	Iteration 149Q: 3 clusters Score -1.032936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -10329363.000000 Penalty: 5417.299316
	Iteration 150Q: 3 clusters Score -1.032936e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -10329369.000000 Penalty: 5417.299316
	Iteration 151Q: 3 clusters Score -1.032937e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -10329363.000000 Penalty: 5417.299316
	Iteration 152Q: 3 clusters Score -1.032936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -10329360.000000 Penalty: 5417.299316
	Iteration 153Q: 3 clusters Score -1.032936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -10329365.000000 Penalty: 5417.299316
	Iteration 154Q: 3 clusters Score -1.032936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -10329377.000000 Penalty: 5417.299316
	Iteration 155Q: 3 clusters Score -1.032938e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -10329379.000000 Penalty: 5417.299316
	Iteration 156Q: 3 clusters Score -1.032938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -10329382.000000 Penalty: 5417.299316
	Iteration 157Q: 3 clusters Score -1.032938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -10329387.000000 Penalty: 5417.299316
	Iteration 158Q: 3 clusters Score -1.032939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -10329393.000000 Penalty: 5417.299316
	Iteration 159Q: 3 clusters Score -1.032939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -10329398.000000 Penalty: 5417.299316
	Iteration 160F: 3 clusters Score -1.03294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -10329389.000000 Penalty: 5417.299316
	Iteration 161Q: 3 clusters Score -1.032939e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -10329394.000000 Penalty: 5417.299316
	Iteration 162Q: 3 clusters Score -1.032939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -10329397.000000 Penalty: 5417.299316
	Iteration 163Q: 3 clusters Score -1.03294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -10329402.000000 Penalty: 5417.299316
	Iteration 164Q: 3 clusters Score -1.03294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -10329397.000000 Penalty: 5417.299316
	Iteration 165Q: 3 clusters Score -1.03294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -10329394.000000 Penalty: 5417.299316
	Iteration 166Q: 3 clusters Score -1.032939e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -10329388.000000 Penalty: 5417.299316
	Iteration 167Q: 3 clusters Score -1.032939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -10329396.000000 Penalty: 5417.299316
	Iteration 168Q: 3 clusters Score -1.03294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -10329384.000000 Penalty: 5417.299316
	Iteration 169Q: 3 clusters Score -1.032938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -10329385.000000 Penalty: 5417.299316
	Iteration 170Q: 3 clusters Score -1.032938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -10329399.000000 Penalty: 5417.299316
	Iteration 171Q: 3 clusters Score -1.03294e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -10329386.000000 Penalty: 5417.299316
	Iteration 172Q: 3 clusters Score -1.032939e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -10329385.000000 Penalty: 5417.299316
	Iteration 173Q: 3 clusters Score -1.032938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -10329386.000000 Penalty: 5417.299316
	Iteration 174Q: 3 clusters Score -1.032939e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -10329385.000000 Penalty: 5417.299316
	Iteration 175Q: 3 clusters Score -1.032938e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -10329379.000000 Penalty: 5417.299316
	Iteration 176Q: 3 clusters Score -1.032938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -10329372.000000 Penalty: 5417.299316
	Iteration 177Q: 3 clusters Score -1.032937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -10329372.000000 Penalty: 5417.299316
	Iteration 178Q: 3 clusters Score -1.032937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -10329372.000000 Penalty: 5417.299316
	Iteration 179Q: 3 clusters Score -1.032937e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -10329365.000000 Penalty: 5417.299316
	Iteration 180F: 3 clusters Score -1.032936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -10329365.000000 Penalty: 5417.299316
	Iteration 181Q: 3 clusters Score -1.032936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -10329372.000000 Penalty: 5417.299316
	Iteration 182Q: 3 clusters Score -1.032937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -10329368.000000 Penalty: 5417.299316
	Iteration 183Q: 3 clusters Score -1.032937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -10329353.000000 Penalty: 5417.299316
	Iteration 184Q: 3 clusters Score -1.032935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -10329367.000000 Penalty: 5417.299316
	Iteration 185Q: 3 clusters Score -1.032937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -10329364.000000 Penalty: 5417.299316
	Iteration 186Q: 3 clusters Score -1.032936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -10329369.000000 Penalty: 5417.299316
	Iteration 187Q: 3 clusters Score -1.032937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -10329356.000000 Penalty: 5417.299316
	Iteration 188Q: 3 clusters Score -1.032936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -10329349.000000 Penalty: 5417.299316
	Iteration 189Q: 3 clusters Score -1.032935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -10329345.000000 Penalty: 5417.299316
	Iteration 190Q: 3 clusters Score -1.032934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -10329352.000000 Penalty: 5417.299316
	Iteration 191Q: 3 clusters Score -1.032935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -10329356.000000 Penalty: 5417.299316
	Iteration 192Q: 3 clusters Score -1.032936e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -10329348.000000 Penalty: 5417.299316
	Iteration 193Q: 3 clusters Score -1.032935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -10329349.000000 Penalty: 5417.299316
	Iteration 194Q: 3 clusters Score -1.032935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -10329353.000000 Penalty: 5417.299316
	Iteration 195Q: 3 clusters Score -1.032935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -10329356.000000 Penalty: 5417.299316
	Iteration 196Q: 3 clusters Score -1.032936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -10329348.000000 Penalty: 5417.299316
	Iteration 197Q: 3 clusters Score -1.032935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -10329352.000000 Penalty: 5417.299316
	Iteration 198Q: 3 clusters Score -1.032935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -10329344.000000 Penalty: 5417.299316
	Iteration 199Q: 3 clusters Score -1.032934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -10329350.000000 Penalty: 5417.299316
	Iteration 200F: 3 clusters Score -1.032935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -10329347.000000 Penalty: 5417.299316
	Iteration 201Q: 3 clusters Score -1.032935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -10329340.000000 Penalty: 5417.299316
	Iteration 202Q: 3 clusters Score -1.032934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -10329348.000000 Penalty: 5417.299316
	Iteration 203Q: 3 clusters Score -1.032935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -10329348.000000 Penalty: 5417.299316
	Iteration 204F: 3 clusters Score -1.032935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 44243 members 
Mstep: Class 3 contains 47957 members 
Mstep: Class 4 contains 46127 members 
Mstep: Class 5 contains 50186 members 
Mstep: Class 6 contains 45592 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 45183 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45054 members 
Mstep: Class 11 contains 47565 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43841 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43800 members 
Mstep: Class 17 contains 43331 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49442 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49016 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 45578 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
Score: -126917400.000000 Penalty: 80096.007812
Splitting cluster 13 changes total score from -126917312.000000 to -126917400.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 14 (522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Entering Unmasked Estep 
Score: -90772.046875 Penalty: 1551.901611
	Iteration 0F: 2 clusters Score -90772.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89249.906250 Penalty: 3103.803223
	Iteration 0F: 3 clusters Score -89249.91 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -89439.281250 Penalty: 3103.803223
	Iteration 1F: 3 clusters Score -89439.28 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -89513.460938 Penalty: 3103.803223
	Iteration 2Q: 3 clusters Score -89513.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -89573.617188 Penalty: 3103.803223
	Iteration 3Q: 3 clusters Score -89573.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -89595.125000 Penalty: 3103.803223
	Iteration 4Q: 3 clusters Score -89595.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -89618.414062 Penalty: 3103.803223
	Iteration 5Q: 3 clusters Score -89618.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -89640.460938 Penalty: 3103.803223
	Iteration 6Q: 3 clusters Score -89640.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -89650.328125 Penalty: 3103.803223
	Iteration 7Q: 3 clusters Score -89650.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -89651.390625 Penalty: 3103.803223
	Iteration 8Q: 3 clusters Score -89651.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -89651.390625 Penalty: 3103.803223
	Iteration 9F: 3 clusters Score -89651.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -113026.726562 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -113026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -111295.562500 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -111295.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -111912.250000 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -111912.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112244.578125 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -112244.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -112544.789062 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -112544.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -112754.937500 Penalty: 3365.651611
	Iteration 4F: 3 clusters Score -112754.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -112905.375000 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -112905.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112973.718750 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -112973.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -113026.664062 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -113026.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -113124.140625 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -113124.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -113176.687500 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -113176.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -113226.554688 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -113226.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -113264.015625 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -113264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -113274.859375 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -113274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -113280.671875 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -113280.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -113283.890625 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -113283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -113287.382812 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -113287.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -113287.382812 Penalty: 3365.651611
	Iteration 16F: 3 clusters Score -113287.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 44243 members 
Mstep: Class 3 contains 47957 members 
Mstep: Class 4 contains 46127 members 
Mstep: Class 5 contains 50186 members 
Mstep: Class 6 contains 45592 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 45183 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45054 members 
Mstep: Class 11 contains 47565 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43841 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 455 members 
Mstep: Class 16 contains 43800 members 
Mstep: Class 17 contains 43331 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49442 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49016 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 45578 members 
Mstep: Class 24 contains 864 members 
Mstep: Class 25 contains 430 members 
Entering Unmasked Estep 
Score: -126916000.000000 Penalty: 83433.343750
Splitting cluster 15 changes total score from -126917312.000000 to -126916000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (43800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Entering Unmasked Estep 
Score: -8096556.000000 Penalty: 2650.472656
	Iteration 0F: 2 clusters Score -8096556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -8067768.500000 Penalty: 5300.945312
	Iteration 0F: 3 clusters Score -8067768 nChanged 20108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -8078811.000000 Penalty: 5300.945312
	Iteration 1F: 3 clusters Score -8078811 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -8079282.500000 Penalty: 5300.945312
	Iteration 2Q: 3 clusters Score -8079282 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -8079815.000000 Penalty: 5300.945312
	Iteration 3Q: 3 clusters Score -8079815 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -8080418.500000 Penalty: 5300.945312
	Iteration 4Q: 3 clusters Score -8080418 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -8081145.000000 Penalty: 5300.945312
	Iteration 5Q: 3 clusters Score -8081145 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -8081939.500000 Penalty: 5300.945312
	Iteration 6Q: 3 clusters Score -8081940 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -8082960.000000 Penalty: 5300.945312
	Iteration 7Q: 3 clusters Score -8082960 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -8084240.500000 Penalty: 5300.945312
	Iteration 8Q: 3 clusters Score -8084240 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -8085588.500000 Penalty: 5300.945312
	Iteration 9F: 3 clusters Score -8085588 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -8087092.000000 Penalty: 5300.945312
	Iteration 10F: 3 clusters Score -8087092 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -8088362.500000 Penalty: 5300.945312
	Iteration 11F: 3 clusters Score -8088362 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -8089280.500000 Penalty: 5300.945312
	Iteration 12Q: 3 clusters Score -8089280 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -8089747.000000 Penalty: 5300.945312
	Iteration 13Q: 3 clusters Score -8089747 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -8089999.000000 Penalty: 5300.945312
	Iteration 14Q: 3 clusters Score -8089999 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -8090110.500000 Penalty: 5300.945312
	Iteration 15Q: 3 clusters Score -8090110 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -8090238.000000 Penalty: 5300.945312
	Iteration 16Q: 3 clusters Score -8090238 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -8090300.500000 Penalty: 5300.945312
	Iteration 17Q: 3 clusters Score -8090300 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -8090333.000000 Penalty: 5300.945312
	Iteration 18Q: 3 clusters Score -8090333 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -8090415.500000 Penalty: 5300.945312
	Iteration 19Q: 3 clusters Score -8090416 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -8090472.500000 Penalty: 5300.945312
	Iteration 20F: 3 clusters Score -8090472 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -8090542.000000 Penalty: 5300.945312
	Iteration 21Q: 3 clusters Score -8090542 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -8090564.500000 Penalty: 5300.945312
	Iteration 22Q: 3 clusters Score -8090564 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -8090598.500000 Penalty: 5300.945312
	Iteration 23Q: 3 clusters Score -8090598 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -8090631.500000 Penalty: 5300.945312
	Iteration 24Q: 3 clusters Score -8090632 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -8090646.500000 Penalty: 5300.945312
	Iteration 25Q: 3 clusters Score -8090646 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -8090677.500000 Penalty: 5300.945312
	Iteration 26Q: 3 clusters Score -8090678 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -8090680.000000 Penalty: 5300.945312
	Iteration 27Q: 3 clusters Score -8090680 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -8090691.500000 Penalty: 5300.945312
	Iteration 28Q: 3 clusters Score -8090692 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -8090739.000000 Penalty: 5300.945312
	Iteration 29Q: 3 clusters Score -8090739 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -8090783.500000 Penalty: 5300.945312
	Iteration 30Q: 3 clusters Score -8090784 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -8090811.500000 Penalty: 5300.945312
	Iteration 31Q: 3 clusters Score -8090812 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -8090841.500000 Penalty: 5300.945312
	Iteration 32Q: 3 clusters Score -8090842 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -8090882.000000 Penalty: 5300.945312
	Iteration 33Q: 3 clusters Score -8090882 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -8090899.000000 Penalty: 5300.945312
	Iteration 34Q: 3 clusters Score -8090899 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -8090923.000000 Penalty: 5300.945312
	Iteration 35Q: 3 clusters Score -8090923 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -8090949.500000 Penalty: 5300.945312
	Iteration 36Q: 3 clusters Score -8090950 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -8090963.000000 Penalty: 5300.945312
	Iteration 37Q: 3 clusters Score -8090963 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -8090979.500000 Penalty: 5300.945312
	Iteration 38Q: 3 clusters Score -8090980 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -8090990.000000 Penalty: 5300.945312
	Iteration 39Q: 3 clusters Score -8090990 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -8091014.500000 Penalty: 5300.945312
	Iteration 40F: 3 clusters Score -8091014 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -8091027.500000 Penalty: 5300.945312
	Iteration 41Q: 3 clusters Score -8091028 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -8091038.000000 Penalty: 5300.945312
	Iteration 42Q: 3 clusters Score -8091038 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -8091086.500000 Penalty: 5300.945312
	Iteration 43Q: 3 clusters Score -8091086 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -8091078.500000 Penalty: 5300.945312
	Iteration 44Q: 3 clusters Score -8091078 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -8091091.000000 Penalty: 5300.945312
	Iteration 45Q: 3 clusters Score -8091091 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -8091087.000000 Penalty: 5300.945312
	Iteration 46Q: 3 clusters Score -8091087 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -8091108.000000 Penalty: 5300.945312
	Iteration 47Q: 3 clusters Score -8091108 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -8091130.500000 Penalty: 5300.945312
	Iteration 48Q: 3 clusters Score -8091130 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -8091135.000000 Penalty: 5300.945312
	Iteration 49Q: 3 clusters Score -8091135 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -8091126.500000 Penalty: 5300.945312
	Iteration 50Q: 3 clusters Score -8091126 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -8091155.000000 Penalty: 5300.945312
	Iteration 51Q: 3 clusters Score -8091155 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30080 members 
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Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8091319 nChanged 100
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Mstep: Class 1 contains 30579 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8091323 nChanged 103
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Mstep: Class 1 contains 30881 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30985 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31247 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31414 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8091411 nChanged 156
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Mstep: Class 1 contains 31566 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8091441 nChanged 193
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Mstep: Class 1 contains 31745 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8091522 nChanged 201
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Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32325 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32754 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33304 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8091812 nChanged 332
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Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8092008 nChanged 402
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Mstep: Class 1 contains 34727 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35158 members 
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Mstep: Class 1 contains 38993 members 
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Mstep: Class 1 contains 39311 members 
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Mstep: Class 1 contains 39631 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8093478 nChanged 301
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Mstep: Class 1 contains 39930 members 
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	Iteration 95Q: 3 clusters Score -8093582 nChanged 283
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Mstep: Class 1 contains 40211 members 
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	Iteration 96Q: 3 clusters Score -8093672 nChanged 264
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Mstep: Class 1 contains 40471 members 
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	Iteration 97Q: 3 clusters Score -8093774 nChanged 244
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Mstep: Class 1 contains 41092 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8094032 nChanged 174
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	Iteration 101Q: 3 clusters Score -8094089 nChanged 155
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8094154 nChanged 123
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	Iteration 104Q: 3 clusters Score -8094222 nChanged 100
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	Iteration 112Q: 3 clusters Score -8094400 nChanged 30
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	Iteration 113Q: 3 clusters Score -8094412 nChanged 25
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	Iteration 114Q: 3 clusters Score -8094420 nChanged 23
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	Iteration 115Q: 3 clusters Score -8094426 nChanged 27
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8094430 nChanged 27
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	Iteration 117Q: 3 clusters Score -8094442 nChanged 39
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	Iteration 118Q: 3 clusters Score -8094469 nChanged 27
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	Iteration 119Q: 3 clusters Score -8094476 nChanged 18
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	Iteration 120F: 3 clusters Score -8094473 nChanged 14
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	Iteration 121Q: 3 clusters Score -8094472 nChanged 6
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	Iteration 122Q: 3 clusters Score -8094474 nChanged 7
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	Iteration 123Q: 3 clusters Score -8094478 nChanged 7
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	Iteration 124Q: 3 clusters Score -8094480 nChanged 16
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	Iteration 125Q: 3 clusters Score -8094481 nChanged 21
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	Iteration 126Q: 3 clusters Score -8094495 nChanged 18
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	Iteration 127Q: 3 clusters Score -8094504 nChanged 16
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	Iteration 128Q: 3 clusters Score -8094503 nChanged 19
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	Iteration 129Q: 3 clusters Score -8094513 nChanged 16
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	Iteration 130Q: 3 clusters Score -8094524 nChanged 10
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	Iteration 131Q: 3 clusters Score -8094516 nChanged 8
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	Iteration 132Q: 3 clusters Score -8094519 nChanged 14
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	Iteration 133Q: 3 clusters Score -8094518 nChanged 10
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	Iteration 134Q: 3 clusters Score -8094516 nChanged 7
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8094523 nChanged 7
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	Iteration 136Q: 3 clusters Score -8094522 nChanged 7
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Mstep: Class 1 contains 42470 members 
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	Iteration 137Q: 3 clusters Score -8094524 nChanged 17
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	Iteration 138Q: 3 clusters Score -8094530 nChanged 15
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	Iteration 139Q: 3 clusters Score -8094533 nChanged 8
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Mstep: Class 1 contains 42504 members 
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Entering Unmasked Estep 
Score: -8094548.500000 Penalty: 5300.945312
	Iteration 140F: 3 clusters Score -8094548 nChanged 10
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	Iteration 141Q: 3 clusters Score -8094542 nChanged 12
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	Iteration 142Q: 3 clusters Score -8094548 nChanged 7
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Entering Unmasked Estep 
Score: -8094554.500000 Penalty: 5300.945312
	Iteration 143Q: 3 clusters Score -8094554 nChanged 10
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8094558 nChanged 7
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Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8094561.500000 Penalty: 5300.945312
	Iteration 145Q: 3 clusters Score -8094562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8094564.500000 Penalty: 5300.945312
	Iteration 146Q: 3 clusters Score -8094564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8094564.000000 Penalty: 5300.945312
	Iteration 147Q: 3 clusters Score -8094564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8094561.000000 Penalty: 5300.945312
	Iteration 148Q: 3 clusters Score -8094561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8094561.000000 Penalty: 5300.945312
	Iteration 149Q: 3 clusters Score -8094561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8094567.000000 Penalty: 5300.945312
	Iteration 150Q: 3 clusters Score -8094567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8094566.000000 Penalty: 5300.945312
	Iteration 151Q: 3 clusters Score -8094566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8094569.000000 Penalty: 5300.945312
	Iteration 152Q: 3 clusters Score -8094569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8094569.000000 Penalty: 5300.945312
	Iteration 153Q: 3 clusters Score -8094569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8094574.500000 Penalty: 5300.945312
	Iteration 154Q: 3 clusters Score -8094574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8094574.500000 Penalty: 5300.945312
	Iteration 155F: 3 clusters Score -8094574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Entering Unmasked Estep 
Score: -7999513.500000 Penalty: 2647.802490
	Iteration 0F: 2 clusters Score -7999514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -7971027.000000 Penalty: 5295.604980
	Iteration 0F: 3 clusters Score -7971027 nChanged 19907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -7982247.000000 Penalty: 5295.604980
	Iteration 1F: 3 clusters Score -7982247 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -7983083.500000 Penalty: 5295.604980
	Iteration 2Q: 3 clusters Score -7983084 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -7984085.000000 Penalty: 5295.604980
	Iteration 3Q: 3 clusters Score -7984085 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -7985573.500000 Penalty: 5295.604980
	Iteration 4F: 3 clusters Score -7985574 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -7987482.500000 Penalty: 5295.604980
	Iteration 5F: 3 clusters Score -7987482 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -7989863.500000 Penalty: 5295.604980
	Iteration 6F: 3 clusters Score -7989864 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -7992578.500000 Penalty: 5295.604980
	Iteration 7F: 3 clusters Score -7992578 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -7994662.500000 Penalty: 5295.604980
	Iteration 8F: 3 clusters Score -7994662 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -7995637.000000 Penalty: 5295.604980
	Iteration 9Q: 3 clusters Score -7995637 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -7996206.500000 Penalty: 5295.604980
	Iteration 10Q: 3 clusters Score -7996206 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -7996580.000000 Penalty: 5295.604980
	Iteration 11Q: 3 clusters Score -7996580 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -7996831.000000 Penalty: 5295.604980
	Iteration 12Q: 3 clusters Score -7996831 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -7997081.000000 Penalty: 5295.604980
	Iteration 13Q: 3 clusters Score -7997081 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -7997228.500000 Penalty: 5295.604980
	Iteration 14Q: 3 clusters Score -7997228 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -7997392.000000 Penalty: 5295.604980
	Iteration 15Q: 3 clusters Score -7997392 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -7997529.000000 Penalty: 5295.604980
	Iteration 16Q: 3 clusters Score -7997529 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -7997646.500000 Penalty: 5295.604980
	Iteration 17Q: 3 clusters Score -7997646 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -7997747.000000 Penalty: 5295.604980
	Iteration 18Q: 3 clusters Score -7997747 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -7997849.000000 Penalty: 5295.604980
	Iteration 19Q: 3 clusters Score -7997849 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -7997906.500000 Penalty: 5295.604980
	Iteration 20F: 3 clusters Score -7997906 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7997959.500000 Penalty: 5295.604980
	Iteration 21Q: 3 clusters Score -7997960 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -7997996.000000 Penalty: 5295.604980
	Iteration 22Q: 3 clusters Score -7997996 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -7997978.500000 Penalty: 5295.604980
	Iteration 23Q: 3 clusters Score -7997978 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -7998014.500000 Penalty: 5295.604980
	Iteration 24Q: 3 clusters Score -7998014 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7998028.000000 Penalty: 5295.604980
	Iteration 25Q: 3 clusters Score -7998028 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7998045.000000 Penalty: 5295.604980
	Iteration 26Q: 3 clusters Score -7998045 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7998092.500000 Penalty: 5295.604980
	Iteration 27Q: 3 clusters Score -7998092 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7998119.500000 Penalty: 5295.604980
	Iteration 28Q: 3 clusters Score -7998120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7998166.000000 Penalty: 5295.604980
	Iteration 29Q: 3 clusters Score -7998166 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -7998168.000000 Penalty: 5295.604980
	Iteration 30Q: 3 clusters Score -7998168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7998179.500000 Penalty: 5295.604980
	Iteration 31Q: 3 clusters Score -7998180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7998178.500000 Penalty: 5295.604980
	Iteration 32Q: 3 clusters Score -7998178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7998173.000000 Penalty: 5295.604980
	Iteration 33Q: 3 clusters Score -7998173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7998158.000000 Penalty: 5295.604980
	Iteration 34Q: 3 clusters Score -7998158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7998161.000000 Penalty: 5295.604980
	Iteration 35Q: 3 clusters Score -7998161 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7998158.500000 Penalty: 5295.604980
	Iteration 36Q: 3 clusters Score -7998158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7998155.500000 Penalty: 5295.604980
	Iteration 37Q: 3 clusters Score -7998156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7998151.500000 Penalty: 5295.604980
	Iteration 38Q: 3 clusters Score -7998152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7998156.000000 Penalty: 5295.604980
	Iteration 39Q: 3 clusters Score -7998156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7998164.000000 Penalty: 5295.604980
	Iteration 40F: 3 clusters Score -7998164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7998170.000000 Penalty: 5295.604980
	Iteration 41Q: 3 clusters Score -7998170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7998172.000000 Penalty: 5295.604980
	Iteration 42Q: 3 clusters Score -7998172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7998158.000000 Penalty: 5295.604980
	Iteration 43Q: 3 clusters Score -7998158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -7998167.000000 Penalty: 5295.604980
	Iteration 44Q: 3 clusters Score -7998167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7998163.500000 Penalty: 5295.604980
	Iteration 45Q: 3 clusters Score -7998164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7998160.500000 Penalty: 5295.604980
	Iteration 46Q: 3 clusters Score -7998160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7998160.000000 Penalty: 5295.604980
	Iteration 47Q: 3 clusters Score -7998160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7998156.500000 Penalty: 5295.604980
	Iteration 48Q: 3 clusters Score -7998156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7998157.500000 Penalty: 5295.604980
	Iteration 49Q: 3 clusters Score -7998158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7998160.000000 Penalty: 5295.604980
	Iteration 50Q: 3 clusters Score -7998160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7998168.500000 Penalty: 5295.604980
	Iteration 51Q: 3 clusters Score -7998168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7998165.500000 Penalty: 5295.604980
	Iteration 52Q: 3 clusters Score -7998166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7998158.500000 Penalty: 5295.604980
	Iteration 53Q: 3 clusters Score -7998158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7998159.000000 Penalty: 5295.604980
	Iteration 54Q: 3 clusters Score -7998159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7998159.000000 Penalty: 5295.604980
	Iteration 55F: 3 clusters Score -7998159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -86615.578125 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -86615.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -85157.593750 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -85157.59 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85580.289062 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -85580.29 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -85839.875000 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -85839.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -86019.343750 Penalty: 3143.942627
	Iteration 3F: 3 clusters Score -86019.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86123.679688 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -86123.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -86181.039062 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -86181.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -86250.296875 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -86250.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -86302.929688 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -86302.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86349.968750 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -86349.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -86411.406250 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -86411.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86464.750000 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -86464.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86484.929688 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -86484.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -86524.101562 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -86524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86546.820312 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -86546.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -86564.765625 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -86564.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -86608.117188 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -86608.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -86630.546875 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -86630.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86668.445312 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -86668.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86686.250000 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -86686.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86700.406250 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -86700.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -86716.523438 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -86716.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86741.437500 Penalty: 3143.942627
	Iteration 21Q: 3 clusters Score -86741.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -86747.093750 Penalty: 3143.942627
	Iteration 22Q: 3 clusters Score -86747.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -86747.093750 Penalty: 3143.942627
	Iteration 23F: 3 clusters Score -86747.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 44243 members 
Mstep: Class 3 contains 47957 members 
Mstep: Class 4 contains 46127 members 
Mstep: Class 5 contains 50186 members 
Mstep: Class 6 contains 45592 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 45183 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45054 members 
Mstep: Class 11 contains 47565 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43841 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43800 members 
Mstep: Class 17 contains 43331 members 
Mstep: Class 18 contains 285 members 
Mstep: Class 19 contains 49442 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49016 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 45578 members 
Mstep: Class 24 contains 864 members 
Mstep: Class 25 contains 281 members 
Entering Unmasked Estep 
Score: -126915856.000000 Penalty: 83433.343750
Splitting cluster 18 changes total score from -126917312.000000 to -126915856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (49442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Entering Unmasked Estep 
Score: -9054150.000000 Penalty: 2680.521729
	Iteration 0F: 2 clusters Score -9054150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -9021364.000000 Penalty: 5361.043457
	Iteration 0F: 3 clusters Score -9021364 nChanged 22818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -9034230.000000 Penalty: 5361.043457
	Iteration 1F: 3 clusters Score -9034230 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -9034826.000000 Penalty: 5361.043457
	Iteration 2Q: 3 clusters Score -9034826 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -9035620.000000 Penalty: 5361.043457
	Iteration 3Q: 3 clusters Score -9035620 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -9036450.000000 Penalty: 5361.043457
	Iteration 4Q: 3 clusters Score -9036450 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -9037479.000000 Penalty: 5361.043457
	Iteration 5Q: 3 clusters Score -9037479 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -9038645.000000 Penalty: 5361.043457
	Iteration 6Q: 3 clusters Score -9038645 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -9039976.000000 Penalty: 5361.043457
	Iteration 7Q: 3 clusters Score -9039976 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -9041381.000000 Penalty: 5361.043457
	Iteration 8Q: 3 clusters Score -9041381 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -9042743.000000 Penalty: 5361.043457
	Iteration 9Q: 3 clusters Score -9042743 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -9044141.000000 Penalty: 5361.043457
	Iteration 10Q: 3 clusters Score -9044141 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -9045316.000000 Penalty: 5361.043457
	Iteration 11Q: 3 clusters Score -9045316 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -9046291.000000 Penalty: 5361.043457
	Iteration 12Q: 3 clusters Score -9046291 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -9046868.000000 Penalty: 5361.043457
	Iteration 13Q: 3 clusters Score -9046868 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -9047122.000000 Penalty: 5361.043457
	Iteration 14Q: 3 clusters Score -9047122 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -9047237.000000 Penalty: 5361.043457
	Iteration 15Q: 3 clusters Score -9047237 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -9047302.000000 Penalty: 5361.043457
	Iteration 16Q: 3 clusters Score -9047302 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -9047366.000000 Penalty: 5361.043457
	Iteration 17Q: 3 clusters Score -9047366 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -9047449.000000 Penalty: 5361.043457
	Iteration 18Q: 3 clusters Score -9047449 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -9047500.000000 Penalty: 5361.043457
	Iteration 19Q: 3 clusters Score -9047500 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -9047605.000000 Penalty: 5361.043457
	Iteration 20F: 3 clusters Score -9047605 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -9047652.000000 Penalty: 5361.043457
	Iteration 21Q: 3 clusters Score -9047652 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -9047734.000000 Penalty: 5361.043457
	Iteration 22Q: 3 clusters Score -9047734 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -9047790.000000 Penalty: 5361.043457
	Iteration 23Q: 3 clusters Score -9047790 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -9047868.000000 Penalty: 5361.043457
	Iteration 24Q: 3 clusters Score -9047868 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -9047949.000000 Penalty: 5361.043457
	Iteration 25Q: 3 clusters Score -9047949 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -9048012.000000 Penalty: 5361.043457
	Iteration 26Q: 3 clusters Score -9048012 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -9048011.000000 Penalty: 5361.043457
	Iteration 27Q: 3 clusters Score -9048011 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -9048049.000000 Penalty: 5361.043457
	Iteration 28Q: 3 clusters Score -9048049 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -9048085.000000 Penalty: 5361.043457
	Iteration 29Q: 3 clusters Score -9048085 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -9048130.000000 Penalty: 5361.043457
	Iteration 30Q: 3 clusters Score -9048130 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -9048166.000000 Penalty: 5361.043457
	Iteration 31Q: 3 clusters Score -9048166 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -9048224.000000 Penalty: 5361.043457
	Iteration 32Q: 3 clusters Score -9048224 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -9048266.000000 Penalty: 5361.043457
	Iteration 33Q: 3 clusters Score -9048266 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -9048312.000000 Penalty: 5361.043457
	Iteration 34Q: 3 clusters Score -9048312 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -9048317.000000 Penalty: 5361.043457
	Iteration 35Q: 3 clusters Score -9048317 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -9048349.000000 Penalty: 5361.043457
	Iteration 36Q: 3 clusters Score -9048349 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -9048379.000000 Penalty: 5361.043457
	Iteration 37Q: 3 clusters Score -9048379 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -9048412.000000 Penalty: 5361.043457
	Iteration 38Q: 3 clusters Score -9048412 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -9048438.000000 Penalty: 5361.043457
	Iteration 39Q: 3 clusters Score -9048438 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -9048446.000000 Penalty: 5361.043457
	Iteration 40F: 3 clusters Score -9048446 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -9048525.000000 Penalty: 5361.043457
	Iteration 41Q: 3 clusters Score -9048525 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -9048620.000000 Penalty: 5361.043457
	Iteration 42Q: 3 clusters Score -9048620 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -9048704.000000 Penalty: 5361.043457
	Iteration 43Q: 3 clusters Score -9048704 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -9048798.000000 Penalty: 5361.043457
	Iteration 44Q: 3 clusters Score -9048798 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -9048816.000000 Penalty: 5361.043457
	Iteration 45Q: 3 clusters Score -9048816 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -9048873.000000 Penalty: 5361.043457
	Iteration 46Q: 3 clusters Score -9048873 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -9048979.000000 Penalty: 5361.043457
	Iteration 47Q: 3 clusters Score -9048979 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -9049062.000000 Penalty: 5361.043457
	Iteration 48Q: 3 clusters Score -9049062 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -9049151.000000 Penalty: 5361.043457
	Iteration 49Q: 3 clusters Score -9049151 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -9049243.000000 Penalty: 5361.043457
	Iteration 50Q: 3 clusters Score -9049243 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -9049344.000000 Penalty: 5361.043457
	Iteration 51Q: 3 clusters Score -9049344 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -9049431.000000 Penalty: 5361.043457
	Iteration 52Q: 3 clusters Score -9049431 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -9049508.000000 Penalty: 5361.043457
	Iteration 53Q: 3 clusters Score -9049508 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -9049620.000000 Penalty: 5361.043457
	Iteration 54Q: 3 clusters Score -9049620 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -9049721.000000 Penalty: 5361.043457
	Iteration 55Q: 3 clusters Score -9049721 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -9049816.000000 Penalty: 5361.043457
	Iteration 56Q: 3 clusters Score -9049816 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -9049914.000000 Penalty: 5361.043457
	Iteration 57Q: 3 clusters Score -9049914 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -9050042.000000 Penalty: 5361.043457
	Iteration 58Q: 3 clusters Score -9050042 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -9050164.000000 Penalty: 5361.043457
	Iteration 59Q: 3 clusters Score -9050164 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -9050259.000000 Penalty: 5361.043457
	Iteration 60F: 3 clusters Score -9050259 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -9050385.000000 Penalty: 5361.043457
	Iteration 61Q: 3 clusters Score -9050385 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -9050479.000000 Penalty: 5361.043457
	Iteration 62Q: 3 clusters Score -9050479 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -9050587.000000 Penalty: 5361.043457
	Iteration 63Q: 3 clusters Score -9050587 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -9050691.000000 Penalty: 5361.043457
	Iteration 64Q: 3 clusters Score -9050691 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -9050819.000000 Penalty: 5361.043457
	Iteration 65Q: 3 clusters Score -9050819 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -9050967.000000 Penalty: 5361.043457
	Iteration 66Q: 3 clusters Score -9050967 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -9051089.000000 Penalty: 5361.043457
	Iteration 67Q: 3 clusters Score -9051089 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -9051179.000000 Penalty: 5361.043457
	Iteration 68Q: 3 clusters Score -9051179 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -9051293.000000 Penalty: 5361.043457
	Iteration 69Q: 3 clusters Score -9051293 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -9051392.000000 Penalty: 5361.043457
	Iteration 70Q: 3 clusters Score -9051392 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -9051521.000000 Penalty: 5361.043457
	Iteration 71Q: 3 clusters Score -9051521 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -9051619.000000 Penalty: 5361.043457
	Iteration 72Q: 3 clusters Score -9051619 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -9051710.000000 Penalty: 5361.043457
	Iteration 73Q: 3 clusters Score -9051710 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -9051808.000000 Penalty: 5361.043457
	Iteration 74Q: 3 clusters Score -9051808 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -9051899.000000 Penalty: 5361.043457
	Iteration 75Q: 3 clusters Score -9051899 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -9052006.000000 Penalty: 5361.043457
	Iteration 76Q: 3 clusters Score -9052006 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -9052067.000000 Penalty: 5361.043457
	Iteration 77Q: 3 clusters Score -9052067 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -9052120.000000 Penalty: 5361.043457
	Iteration 78Q: 3 clusters Score -9052120 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -9052212.000000 Penalty: 5361.043457
	Iteration 79Q: 3 clusters Score -9052212 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -9052243.000000 Penalty: 5361.043457
	Iteration 80F: 3 clusters Score -9052243 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -9052276.000000 Penalty: 5361.043457
	Iteration 81Q: 3 clusters Score -9052276 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -9052304.000000 Penalty: 5361.043457
	Iteration 82Q: 3 clusters Score -9052304 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -9052389.000000 Penalty: 5361.043457
	Iteration 83Q: 3 clusters Score -9052389 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -9052465.000000 Penalty: 5361.043457
	Iteration 84Q: 3 clusters Score -9052465 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -9052503.000000 Penalty: 5361.043457
	Iteration 85Q: 3 clusters Score -9052503 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -9052567.000000 Penalty: 5361.043457
	Iteration 86Q: 3 clusters Score -9052567 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -9052616.000000 Penalty: 5361.043457
	Iteration 87Q: 3 clusters Score -9052616 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -9052624.000000 Penalty: 5361.043457
	Iteration 88Q: 3 clusters Score -9052624 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -9052669.000000 Penalty: 5361.043457
	Iteration 89Q: 3 clusters Score -9052669 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -9052679.000000 Penalty: 5361.043457
	Iteration 90Q: 3 clusters Score -9052679 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -9052673.000000 Penalty: 5361.043457
	Iteration 91Q: 3 clusters Score -9052673 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -9052717.000000 Penalty: 5361.043457
	Iteration 92Q: 3 clusters Score -9052717 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -9052738.000000 Penalty: 5361.043457
	Iteration 93Q: 3 clusters Score -9052738 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -9052736.000000 Penalty: 5361.043457
	Iteration 94Q: 3 clusters Score -9052736 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -9052747.000000 Penalty: 5361.043457
	Iteration 95Q: 3 clusters Score -9052747 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -9052758.000000 Penalty: 5361.043457
	Iteration 96Q: 3 clusters Score -9052758 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -9052793.000000 Penalty: 5361.043457
	Iteration 97Q: 3 clusters Score -9052793 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -9052786.000000 Penalty: 5361.043457
	Iteration 98Q: 3 clusters Score -9052786 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -9052804.000000 Penalty: 5361.043457
	Iteration 99Q: 3 clusters Score -9052804 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -9052792.000000 Penalty: 5361.043457
	Iteration 100F: 3 clusters Score -9052792 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -9052779.000000 Penalty: 5361.043457
	Iteration 101Q: 3 clusters Score -9052779 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -9052769.000000 Penalty: 5361.043457
	Iteration 102Q: 3 clusters Score -9052769 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -9052761.000000 Penalty: 5361.043457
	Iteration 103Q: 3 clusters Score -9052761 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -9052775.000000 Penalty: 5361.043457
	Iteration 104Q: 3 clusters Score -9052775 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -9052764.000000 Penalty: 5361.043457
	Iteration 105Q: 3 clusters Score -9052764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -9052788.000000 Penalty: 5361.043457
	Iteration 106Q: 3 clusters Score -9052788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -9052760.000000 Penalty: 5361.043457
	Iteration 107Q: 3 clusters Score -9052760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -9052752.000000 Penalty: 5361.043457
	Iteration 108Q: 3 clusters Score -9052752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -9052723.000000 Penalty: 5361.043457
	Iteration 109Q: 3 clusters Score -9052723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -9052728.000000 Penalty: 5361.043457
	Iteration 110Q: 3 clusters Score -9052728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -9052720.000000 Penalty: 5361.043457
	Iteration 111Q: 3 clusters Score -9052720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -9052717.000000 Penalty: 5361.043457
	Iteration 112Q: 3 clusters Score -9052717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -9052725.000000 Penalty: 5361.043457
	Iteration 113Q: 3 clusters Score -9052725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -9052713.000000 Penalty: 5361.043457
	Iteration 114Q: 3 clusters Score -9052713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -9052709.000000 Penalty: 5361.043457
	Iteration 115Q: 3 clusters Score -9052709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -9052723.000000 Penalty: 5361.043457
	Iteration 116Q: 3 clusters Score -9052723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -9052726.000000 Penalty: 5361.043457
	Iteration 117Q: 3 clusters Score -9052726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -9052712.000000 Penalty: 5361.043457
	Iteration 118Q: 3 clusters Score -9052712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -9052708.000000 Penalty: 5361.043457
	Iteration 119Q: 3 clusters Score -9052708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -9052708.000000 Penalty: 5361.043457
	Iteration 120F: 3 clusters Score -9052708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -9052686.000000 Penalty: 5361.043457
	Iteration 121Q: 3 clusters Score -9052686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -9052685.000000 Penalty: 5361.043457
	Iteration 122Q: 3 clusters Score -9052685 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -9052692.000000 Penalty: 5361.043457
	Iteration 123Q: 3 clusters Score -9052692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -9052682.000000 Penalty: 5361.043457
	Iteration 124Q: 3 clusters Score -9052682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -9052688.000000 Penalty: 5361.043457
	Iteration 125Q: 3 clusters Score -9052688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -9052687.000000 Penalty: 5361.043457
	Iteration 126Q: 3 clusters Score -9052687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -9052687.000000 Penalty: 5361.043457
	Iteration 127Q: 3 clusters Score -9052687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -9052681.000000 Penalty: 5361.043457
	Iteration 128Q: 3 clusters Score -9052681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -9052683.000000 Penalty: 5361.043457
	Iteration 129Q: 3 clusters Score -9052683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -9052699.000000 Penalty: 5361.043457
	Iteration 130Q: 3 clusters Score -9052699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -9052699.000000 Penalty: 5361.043457
	Iteration 131Q: 3 clusters Score -9052699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -9052679.000000 Penalty: 5361.043457
	Iteration 132Q: 3 clusters Score -9052679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -9052685.000000 Penalty: 5361.043457
	Iteration 133Q: 3 clusters Score -9052685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -9052682.000000 Penalty: 5361.043457
	Iteration 134Q: 3 clusters Score -9052682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -9052689.000000 Penalty: 5361.043457
	Iteration 135Q: 3 clusters Score -9052689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -9052697.000000 Penalty: 5361.043457
	Iteration 136Q: 3 clusters Score -9052697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -9052691.000000 Penalty: 5361.043457
	Iteration 137Q: 3 clusters Score -9052691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -9052691.000000 Penalty: 5361.043457
	Iteration 138Q: 3 clusters Score -9052691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -9052693.000000 Penalty: 5361.043457
	Iteration 139Q: 3 clusters Score -9052693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -9052690.000000 Penalty: 5361.043457
	Iteration 140F: 3 clusters Score -9052690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -9052690.000000 Penalty: 5361.043457
	Iteration 141Q: 3 clusters Score -9052690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -9052689.000000 Penalty: 5361.043457
	Iteration 142Q: 3 clusters Score -9052689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -9052689.000000 Penalty: 5361.043457
	Iteration 143Q: 3 clusters Score -9052689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -9052694.000000 Penalty: 5361.043457
	Iteration 144Q: 3 clusters Score -9052694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -9052689.000000 Penalty: 5361.043457
	Iteration 145Q: 3 clusters Score -9052689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -9052684.000000 Penalty: 5361.043457
	Iteration 146Q: 3 clusters Score -9052684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -9052678.000000 Penalty: 5361.043457
	Iteration 147Q: 3 clusters Score -9052678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -9052678.000000 Penalty: 5361.043457
	Iteration 148Q: 3 clusters Score -9052678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -9052681.000000 Penalty: 5361.043457
	Iteration 149Q: 3 clusters Score -9052681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -9052681.000000 Penalty: 5361.043457
	Iteration 150Q: 3 clusters Score -9052681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -9052681.000000 Penalty: 5361.043457
	Iteration 151F: 3 clusters Score -9052681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -48002.226562 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -48002.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46719.179688 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -46719.18 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -47236.824219 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -47236.82 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47653.175781 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -47653.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48029.808594 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -48029.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48190.500000 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -48190.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48257.425781 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -48257.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48287.031250 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -48287.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48289.054688 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -48289.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48289.054688 Penalty: 3093.239258
	Iteration 8F: 3 clusters Score -48289.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 44243 members 
Mstep: Class 3 contains 47957 members 
Mstep: Class 4 contains 46127 members 
Mstep: Class 5 contains 50186 members 
Mstep: Class 6 contains 45592 members 
Mstep: Class 7 contains 11539 members 
Mstep: Class 8 contains 45183 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45054 members 
Mstep: Class 11 contains 47565 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43841 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43800 members 
Mstep: Class 17 contains 43331 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49442 members 
Mstep: Class 20 contains 348 members 
Mstep: Class 21 contains 49016 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 45578 members 
Mstep: Class 24 contains 864 members 
Mstep: Class 25 contains 163 members 
Entering Unmasked Estep 
Score: -126916000.000000 Penalty: 83433.343750
Splitting cluster 20 changes total score from -126917312.000000 to -126916000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (49016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Entering Unmasked Estep 
Score: -9086701.000000 Penalty: 2678.375732
	Iteration 0F: 2 clusters Score -9086701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -9057821.000000 Penalty: 5356.751465
	Iteration 0F: 3 clusters Score -9057821 nChanged 22547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -9070193.000000 Penalty: 5356.751465
	Iteration 1F: 3 clusters Score -9070193 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -9070791.000000 Penalty: 5356.751465
	Iteration 2Q: 3 clusters Score -9070791 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -9071512.000000 Penalty: 5356.751465
	Iteration 3Q: 3 clusters Score -9071512 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -9072312.000000 Penalty: 5356.751465
	Iteration 4Q: 3 clusters Score -9072312 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -9073442.000000 Penalty: 5356.751465
	Iteration 5Q: 3 clusters Score -9073442 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -9074985.000000 Penalty: 5356.751465
	Iteration 6F: 3 clusters Score -9074985 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -9076783.000000 Penalty: 5356.751465
	Iteration 7F: 3 clusters Score -9076783 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -9078851.000000 Penalty: 5356.751465
	Iteration 8F: 3 clusters Score -9078851 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -9080591.000000 Penalty: 5356.751465
	Iteration 9F: 3 clusters Score -9080591 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -9082002.000000 Penalty: 5356.751465
	Iteration 10Q: 3 clusters Score -9082002 nChanged 1884
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9083074 nChanged 1509
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9083790 nChanged 1171
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Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9084249 nChanged 870
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Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9084563 nChanged 757
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Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9084771 nChanged 657
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Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9084998 nChanged 580
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Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9085153 nChanged 465
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Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9085241 nChanged 406
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Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9085312 nChanged 354
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Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9085311 nChanged 349
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Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9085363 nChanged 328
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Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9085398 nChanged 303
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Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9085434 nChanged 291
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Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9085443 nChanged 260
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Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9085472 nChanged 235
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Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9085509 nChanged 214
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Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9085515 nChanged 189
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Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9085523 nChanged 157
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Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9085530 nChanged 134
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Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9085525 nChanged 107
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Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9085500 nChanged 97
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Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9085461 nChanged 77
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Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9085485 nChanged 86
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Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9085460 nChanged 81
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Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 3830 members 
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	Iteration 35Q: 3 clusters Score -9085468 nChanged 69
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Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 3725 members 
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	Iteration 37Q: 3 clusters Score -9085479 nChanged 60
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Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9085478 nChanged 56
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Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 3641 members 
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	Iteration 39Q: 3 clusters Score -9085460 nChanged 62
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Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9085430 nChanged 54
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Mstep: Class 1 contains 45467 members 
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	Iteration 41Q: 3 clusters Score -9085408 nChanged 49
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Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 3520 members 
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	Iteration 42Q: 3 clusters Score -9085408 nChanged 55
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Mstep: Class 1 contains 45533 members 
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	Iteration 43Q: 3 clusters Score -9085420 nChanged 56
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Mstep: Class 1 contains 45569 members 
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Mstep: Class 1 contains 45600 members 
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Mstep: Class 1 contains 45622 members 
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Mstep: Class 1 contains 45647 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9085375 nChanged 28
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Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9085387 nChanged 24
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Mstep: Class 1 contains 45679 members 
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	Iteration 49Q: 3 clusters Score -9085378 nChanged 20
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Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 3327 members 
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	Iteration 50Q: 3 clusters Score -9085377 nChanged 31
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Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 3312 members 
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Mstep: Class 1 contains 45715 members 
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	Iteration 52Q: 3 clusters Score -9085390 nChanged 28
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Mstep: Class 1 contains 45733 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9085370 nChanged 21
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Mstep: Class 1 contains 45740 members 
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Mstep: Class 1 contains 45749 members 
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Mstep: Class 1 contains 45755 members 
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Mstep: Class 1 contains 45762 members 
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	Iteration 57Q: 3 clusters Score -9085375 nChanged 9
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Mstep: Class 1 contains 45767 members 
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	Iteration 58Q: 3 clusters Score -9085371 nChanged 6
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9085360 nChanged 9
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9085347 nChanged 12
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Mstep: Class 2 contains 3230 members 
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	Iteration 61Q: 3 clusters Score -9085341 nChanged 22
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	Iteration 62Q: 3 clusters Score -9085341 nChanged 19
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	Iteration 63Q: 3 clusters Score -9085339 nChanged 23
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	Iteration 64Q: 3 clusters Score -9085352 nChanged 20
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9085342 nChanged 17
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	Iteration 66Q: 3 clusters Score -9085342 nChanged 15
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	Iteration 67Q: 3 clusters Score -9085341 nChanged 14
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	Iteration 68Q: 3 clusters Score -9085348 nChanged 24
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	Iteration 69Q: 3 clusters Score -9085350 nChanged 13
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	Iteration 70Q: 3 clusters Score -9085347 nChanged 15
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	Iteration 71Q: 3 clusters Score -9085347 nChanged 9
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	Iteration 72Q: 3 clusters Score -9085351 nChanged 10
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	Iteration 73Q: 3 clusters Score -9085346 nChanged 7
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	Iteration 74Q: 3 clusters Score -9085345 nChanged 8
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	Iteration 75Q: 3 clusters Score -9085360 nChanged 7
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	Iteration 76Q: 3 clusters Score -9085356 nChanged 10
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	Iteration 77Q: 3 clusters Score -9085355 nChanged 16
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	Iteration 78Q: 3 clusters Score -9085347 nChanged 15
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	Iteration 79Q: 3 clusters Score -9085356 nChanged 15
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	Iteration 80F: 3 clusters Score -9085372 nChanged 17
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	Iteration 82Q: 3 clusters Score -9085348 nChanged 9
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	Iteration 83Q: 3 clusters Score -9085348 nChanged 8
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	Iteration 84Q: 3 clusters Score -9085356 nChanged 9
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	Iteration 86Q: 3 clusters Score -9085358 nChanged 3
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	Iteration 87Q: 3 clusters Score -9085355 nChanged 4
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	Iteration 88Q: 3 clusters Score -9085355 nChanged 6
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	Iteration 92Q: 3 clusters Score -9085359 nChanged 7
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	Iteration 102Q: 3 clusters Score -9085344 nChanged 7
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	Iteration 103Q: 3 clusters Score -9085346 nChanged 6
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Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -9085356.000000 Penalty: 5356.751465
	Iteration 104Q: 3 clusters Score -9085356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -9085351.000000 Penalty: 5356.751465
	Iteration 105Q: 3 clusters Score -9085351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -9085361.000000 Penalty: 5356.751465
	Iteration 106Q: 3 clusters Score -9085361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -9085359.000000 Penalty: 5356.751465
	Iteration 107Q: 3 clusters Score -9085359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -9085357.000000 Penalty: 5356.751465
	Iteration 108Q: 3 clusters Score -9085357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -9085365.000000 Penalty: 5356.751465
	Iteration 109Q: 3 clusters Score -9085365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -9085363.000000 Penalty: 5356.751465
	Iteration 110Q: 3 clusters Score -9085363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -9085363.000000 Penalty: 5356.751465
	Iteration 111Q: 3 clusters Score -9085363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -9085355.000000 Penalty: 5356.751465
	Iteration 112Q: 3 clusters Score -9085355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -9085361.000000 Penalty: 5356.751465
	Iteration 113Q: 3 clusters Score -9085361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9085367.000000 Penalty: 5356.751465
	Iteration 114Q: 3 clusters Score -9085367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -9085368.000000 Penalty: 5356.751465
	Iteration 115Q: 3 clusters Score -9085368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -9085372.000000 Penalty: 5356.751465
	Iteration 116Q: 3 clusters Score -9085372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -9085371.000000 Penalty: 5356.751465
	Iteration 117Q: 3 clusters Score -9085371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -9085365.000000 Penalty: 5356.751465
	Iteration 118Q: 3 clusters Score -9085365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -9085356.000000 Penalty: 5356.751465
	Iteration 119Q: 3 clusters Score -9085356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -9085359.000000 Penalty: 5356.751465
	Iteration 120F: 3 clusters Score -9085359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -9085355.000000 Penalty: 5356.751465
	Iteration 121Q: 3 clusters Score -9085355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -9085358.000000 Penalty: 5356.751465
	Iteration 122Q: 3 clusters Score -9085358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -9085370.000000 Penalty: 5356.751465
	Iteration 123Q: 3 clusters Score -9085370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -9085365.000000 Penalty: 5356.751465
	Iteration 124Q: 3 clusters Score -9085365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -9085371.000000 Penalty: 5356.751465
	Iteration 125Q: 3 clusters Score -9085371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -9085370.000000 Penalty: 5356.751465
	Iteration 126Q: 3 clusters Score -9085370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -9085364.000000 Penalty: 5356.751465
	Iteration 127Q: 3 clusters Score -9085364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -9085360.000000 Penalty: 5356.751465
	Iteration 128Q: 3 clusters Score -9085360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -9085356.000000 Penalty: 5356.751465
	Iteration 129Q: 3 clusters Score -9085356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -9085361.000000 Penalty: 5356.751465
	Iteration 130Q: 3 clusters Score -9085361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -9085358.000000 Penalty: 5356.751465
	Iteration 131Q: 3 clusters Score -9085358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -9085358.000000 Penalty: 5356.751465
	Iteration 132Q: 3 clusters Score -9085358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -9085362.000000 Penalty: 5356.751465
	Iteration 133Q: 3 clusters Score -9085362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -9085362.000000 Penalty: 5356.751465
	Iteration 134Q: 3 clusters Score -9085362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -9085354.000000 Penalty: 5356.751465
	Iteration 135Q: 3 clusters Score -9085354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -9085354.000000 Penalty: 5356.751465
	Iteration 136Q: 3 clusters Score -9085354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -9085346.000000 Penalty: 5356.751465
	Iteration 137Q: 3 clusters Score -9085346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9085349.000000 Penalty: 5356.751465
	Iteration 138Q: 3 clusters Score -9085349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -9085351.000000 Penalty: 5356.751465
	Iteration 139Q: 3 clusters Score -9085351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -9085353.000000 Penalty: 5356.751465
	Iteration 140F: 3 clusters Score -9085353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -9085355.000000 Penalty: 5356.751465
	Iteration 141Q: 3 clusters Score -9085355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -9085363.000000 Penalty: 5356.751465
	Iteration 142Q: 3 clusters Score -9085363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -9085360.000000 Penalty: 5356.751465
	Iteration 143Q: 3 clusters Score -9085360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -9085360.000000 Penalty: 5356.751465
	Iteration 144F: 3 clusters Score -9085360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -436716.562500 Penalty: 1945.274536
	Iteration 0F: 2 clusters Score -436716.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -433762.031250 Penalty: 3890.549072
	Iteration 0F: 3 clusters Score -433762 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -434418.500000 Penalty: 3890.549072
	Iteration 1F: 3 clusters Score -434418.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -434695.062500 Penalty: 3890.549072
	Iteration 2F: 3 clusters Score -434695.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -435008.500000 Penalty: 3890.549072
	Iteration 3F: 3 clusters Score -435008.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -435343.031250 Penalty: 3890.549072
	Iteration 4F: 3 clusters Score -435343 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -435617.312500 Penalty: 3890.549072
	Iteration 5F: 3 clusters Score -435617.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -435861.031250 Penalty: 3890.549072
	Iteration 6F: 3 clusters Score -435861 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -436026.875000 Penalty: 3890.549072
	Iteration 7F: 3 clusters Score -436026.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -436130.500000 Penalty: 3890.549072
	Iteration 8Q: 3 clusters Score -436130.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -436174.062500 Penalty: 3890.549072
	Iteration 9Q: 3 clusters Score -436174.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -436197.281250 Penalty: 3890.549072
	Iteration 10Q: 3 clusters Score -436197.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -436206.468750 Penalty: 3890.549072
	Iteration 11Q: 3 clusters Score -436206.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -436212.343750 Penalty: 3890.549072
	Iteration 12Q: 3 clusters Score -436212.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -436217.437500 Penalty: 3890.549072
	Iteration 13Q: 3 clusters Score -436217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -436220.718750 Penalty: 3890.549072
	Iteration 14Q: 3 clusters Score -436220.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -436221.093750 Penalty: 3890.549072
	Iteration 15Q: 3 clusters Score -436221.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -436221.093750 Penalty: 3890.549072
	Iteration 16F: 3 clusters Score -436221.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Entering Unmasked Estep 
Score: -8340951.000000 Penalty: 2660.340820
	Iteration 0F: 2 clusters Score -8340951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -8310590.000000 Penalty: 5320.681641
	Iteration 0F: 3 clusters Score -8310590 nChanged 20909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -8322074.000000 Penalty: 5320.681641
	Iteration 1F: 3 clusters Score -8322074 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -8322501.500000 Penalty: 5320.681641
	Iteration 2Q: 3 clusters Score -8322502 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -8322850.500000 Penalty: 5320.681641
	Iteration 3Q: 3 clusters Score -8322850 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -8323207.500000 Penalty: 5320.681641
	Iteration 4Q: 3 clusters Score -8323208 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -8323562.500000 Penalty: 5320.681641
	Iteration 5Q: 3 clusters Score -8323562 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -8324172.500000 Penalty: 5320.681641
	Iteration 6Q: 3 clusters Score -8324172 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -8325041.000000 Penalty: 5320.681641
	Iteration 7Q: 3 clusters Score -8325041 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -8326384.500000 Penalty: 5320.681641
	Iteration 8Q: 3 clusters Score -8326384 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -8328286.000000 Penalty: 5320.681641
	Iteration 9F: 3 clusters Score -8328286 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -8330560.000000 Penalty: 5320.681641
	Iteration 10F: 3 clusters Score -8330560 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -8332774.500000 Penalty: 5320.681641
	Iteration 11F: 3 clusters Score -8332774 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -8334619.000000 Penalty: 5320.681641
	Iteration 12Q: 3 clusters Score -8334619 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -8335936.000000 Penalty: 5320.681641
	Iteration 13Q: 3 clusters Score -8335936 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -8336857.500000 Penalty: 5320.681641
	Iteration 14Q: 3 clusters Score -8336858 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -8337477.000000 Penalty: 5320.681641
	Iteration 15Q: 3 clusters Score -8337477 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -8337902.000000 Penalty: 5320.681641
	Iteration 16Q: 3 clusters Score -8337902 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -8338175.500000 Penalty: 5320.681641
	Iteration 17Q: 3 clusters Score -8338176 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -8338366.500000 Penalty: 5320.681641
	Iteration 18Q: 3 clusters Score -8338366 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -8338469.000000 Penalty: 5320.681641
	Iteration 19Q: 3 clusters Score -8338469 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -8338547.500000 Penalty: 5320.681641
	Iteration 20F: 3 clusters Score -8338548 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44804 members 
Entering Unmasked Estep 
Score: -8338608.500000 Penalty: 5320.681641
	Iteration 21Q: 3 clusters Score -8338608 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -8338633.500000 Penalty: 5320.681641
	Iteration 22Q: 3 clusters Score -8338634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -8338655.000000 Penalty: 5320.681641
	Iteration 23Q: 3 clusters Score -8338655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -8338678.500000 Penalty: 5320.681641
	Iteration 24Q: 3 clusters Score -8338678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -8338707.000000 Penalty: 5320.681641
	Iteration 25Q: 3 clusters Score -8338707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -8338721.500000 Penalty: 5320.681641
	Iteration 26Q: 3 clusters Score -8338722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -8338734.000000 Penalty: 5320.681641
	Iteration 27Q: 3 clusters Score -8338734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8338744.000000 Penalty: 5320.681641
	Iteration 28Q: 3 clusters Score -8338744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -8338749.000000 Penalty: 5320.681641
	Iteration 29Q: 3 clusters Score -8338749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -8338753.000000 Penalty: 5320.681641
	Iteration 30Q: 3 clusters Score -8338753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -8338756.500000 Penalty: 5320.681641
	Iteration 31Q: 3 clusters Score -8338756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -8338765.000000 Penalty: 5320.681641
	Iteration 32Q: 3 clusters Score -8338765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -8338767.000000 Penalty: 5320.681641
	Iteration 33Q: 3 clusters Score -8338767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -8338767.500000 Penalty: 5320.681641
	Iteration 34Q: 3 clusters Score -8338768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8338767.000000 Penalty: 5320.681641
	Iteration 35Q: 3 clusters Score -8338767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -8338771.500000 Penalty: 5320.681641
	Iteration 36Q: 3 clusters Score -8338772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -8338776.500000 Penalty: 5320.681641
	Iteration 37Q: 3 clusters Score -8338776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -8338774.000000 Penalty: 5320.681641
	Iteration 38Q: 3 clusters Score -8338774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -8338774.000000 Penalty: 5320.681641
	Iteration 39F: 3 clusters Score -8338774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -133731.593750 Penalty: 1676.870117
	Iteration 0F: 2 clusters Score -133731.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -131946.046875 Penalty: 3353.740234
	Iteration 0F: 3 clusters Score -131946 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -132245.078125 Penalty: 3353.740234
	Iteration 1F: 3 clusters Score -132245.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -132354.296875 Penalty: 3353.740234
	Iteration 2F: 3 clusters Score -132354.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -132424.843750 Penalty: 3353.740234
	Iteration 3Q: 3 clusters Score -132424.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132495.156250 Penalty: 3353.740234
	Iteration 4Q: 3 clusters Score -132495.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132530.375000 Penalty: 3353.740234
	Iteration 5Q: 3 clusters Score -132530.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -132561.218750 Penalty: 3353.740234
	Iteration 6Q: 3 clusters Score -132561.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -132610.859375 Penalty: 3353.740234
	Iteration 7Q: 3 clusters Score -132610.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132719.812500 Penalty: 3353.740234
	Iteration 8Q: 3 clusters Score -132719.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -132810.703125 Penalty: 3353.740234
	Iteration 9Q: 3 clusters Score -132810.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -132887.015625 Penalty: 3353.740234
	Iteration 10Q: 3 clusters Score -132887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -132924.593750 Penalty: 3353.740234
	Iteration 11Q: 3 clusters Score -132924.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -132938.140625 Penalty: 3353.740234
	Iteration 12Q: 3 clusters Score -132938.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -132942.984375 Penalty: 3353.740234
	Iteration 13Q: 3 clusters Score -132943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -132950.953125 Penalty: 3353.740234
	Iteration 14Q: 3 clusters Score -132951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -132963.078125 Penalty: 3353.740234
	Iteration 15Q: 3 clusters Score -132963.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -132971.937500 Penalty: 3353.740234
	Iteration 16Q: 3 clusters Score -132971.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -132986.000000 Penalty: 3353.740234
	Iteration 17Q: 3 clusters Score -132986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -133012.171875 Penalty: 3353.740234
	Iteration 18Q: 3 clusters Score -133012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -133022.421875 Penalty: 3353.740234
	Iteration 19Q: 3 clusters Score -133022.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -133031.906250 Penalty: 3353.740234
	Iteration 20F: 3 clusters Score -133031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -133036.109375 Penalty: 3353.740234
	Iteration 21Q: 3 clusters Score -133036.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133040.359375 Penalty: 3353.740234
	Iteration 22Q: 3 clusters Score -133040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -133042.562500 Penalty: 3353.740234
	Iteration 23Q: 3 clusters Score -133042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -133043.750000 Penalty: 3353.740234
	Iteration 24Q: 3 clusters Score -133043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -133044.718750 Penalty: 3353.740234
	Iteration 25Q: 3 clusters Score -133044.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -133045.812500 Penalty: 3353.740234
	Iteration 26Q: 3 clusters Score -133045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -133045.812500 Penalty: 3353.740234
	Iteration 27F: 3 clusters Score -133045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 44243 members 
Mstep: Class 3 contains 47957 members 
Mstep: Class 4 contains 46127 members 
Mstep: Class 5 contains 50186 members 
Mstep: Class 6 contains 45592 members 
Mstep: Class 8 contains 45183 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45054 members 
Mstep: Class 11 contains 47565 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43841 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43800 members 
Mstep: Class 17 contains 43331 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49442 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49016 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 45578 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918912.000000 Penalty: 80096.007812
Iteration 439Q: 25 clusters Score -1.269189e+08 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 44341 members 
Mstep: Class 3 contains 48271 members 
Mstep: Class 4 contains 46145 members 
Mstep: Class 5 contains 50512 members 
Mstep: Class 6 contains 45713 members 
Mstep: Class 7 contains 11032 members 
Mstep: Class 8 contains 45308 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 45026 members 
Mstep: Class 11 contains 46864 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43840 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43956 members 
Mstep: Class 17 contains 43366 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49420 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 49107 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 45543 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921064.000000 Penalty: 80096.007812
Iteration 440F: 25 clusters Score -1.269211e+08 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 44128 members 
Mstep: Class 3 contains 48141 members 
Mstep: Class 4 contains 46091 members 
Mstep: Class 5 contains 50296 members 
Mstep: Class 6 contains 45504 members 
Mstep: Class 7 contains 13675 members 
Mstep: Class 8 contains 45110 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 44780 members 
Mstep: Class 11 contains 46258 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43970 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43771 members 
Mstep: Class 17 contains 43183 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49306 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48848 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 45379 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922576.000000 Penalty: 80096.007812
Iteration 441Q: 25 clusters Score -1.269226e+08 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 43926 members 
Mstep: Class 3 contains 48001 members 
Mstep: Class 4 contains 46041 members 
Mstep: Class 5 contains 50077 members 
Mstep: Class 6 contains 45419 members 
Mstep: Class 7 contains 15790 members 
Mstep: Class 8 contains 44996 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 44580 members 
Mstep: Class 11 contains 45798 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 44168 members 
Mstep: Class 14 contains 522 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43579 members 
Mstep: Class 17 contains 42988 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49224 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48629 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 45231 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923632.000000 Penalty: 80096.007812
Iteration 442Q: 25 clusters Score -1.269236e+08 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 43735 members 
Mstep: Class 3 contains 47798 members 
Mstep: Class 4 contains 45953 members 
Mstep: Class 5 contains 49829 members 
Mstep: Class 6 contains 45342 members 
Mstep: Class 7 contains 17879 members 
Mstep: Class 8 contains 44908 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 44433 members 
Mstep: Class 11 contains 45501 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 523 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43458 members 
Mstep: Class 17 contains 42810 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49132 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48424 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 45101 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924704.000000 Penalty: 80096.007812
Iteration 443Q: 25 clusters Score -1.269247e+08 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 43550 members 
Mstep: Class 3 contains 47566 members 
Mstep: Class 4 contains 45826 members 
Mstep: Class 5 contains 49640 members 
Mstep: Class 6 contains 45216 members 
Mstep: Class 7 contains 20042 members 
Mstep: Class 8 contains 44839 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 44264 members 
Mstep: Class 11 contains 45296 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43323 members 
Mstep: Class 17 contains 42619 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 49015 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 48225 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 44980 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925904.000000 Penalty: 80096.007812
Iteration 444Q: 25 clusters Score -1.269259e+08 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 43407 members 
Mstep: Class 3 contains 47332 members 
Mstep: Class 4 contains 45735 members 
Mstep: Class 5 contains 49425 members 
Mstep: Class 6 contains 45036 members 
Mstep: Class 7 contains 22229 members 
Mstep: Class 8 contains 44765 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 44137 members 
Mstep: Class 11 contains 45115 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43960 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43220 members 
Mstep: Class 17 contains 42419 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 48890 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47982 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 44829 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927288.000000 Penalty: 80096.007812
Iteration 445Q: 25 clusters Score -1.269273e+08 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 43245 members 
Mstep: Class 3 contains 47096 members 
Mstep: Class 4 contains 45603 members 
Mstep: Class 5 contains 49133 members 
Mstep: Class 6 contains 44896 members 
Mstep: Class 7 contains 24542 members 
Mstep: Class 8 contains 44640 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 44006 members 
Mstep: Class 11 contains 44967 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43896 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43086 members 
Mstep: Class 17 contains 42194 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 48775 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47726 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 44700 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928520.000000 Penalty: 80096.007812
Iteration 446Q: 25 clusters Score -1.269285e+08 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 43086 members 
Mstep: Class 3 contains 46837 members 
Mstep: Class 4 contains 45470 members 
Mstep: Class 5 contains 48885 members 
Mstep: Class 6 contains 44725 members 
Mstep: Class 7 contains 26929 members 
Mstep: Class 8 contains 44533 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 43858 members 
Mstep: Class 11 contains 44802 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43815 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42958 members 
Mstep: Class 17 contains 41925 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 48648 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47491 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 44553 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929616.000000 Penalty: 80096.007812
Iteration 447Q: 25 clusters Score -1.269296e+08 nChanged 5385
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 42947 members 
Mstep: Class 3 contains 46554 members 
Mstep: Class 4 contains 45356 members 
Mstep: Class 5 contains 48582 members 
Mstep: Class 6 contains 44530 members 
Mstep: Class 7 contains 29427 members 
Mstep: Class 8 contains 44428 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 43697 members 
Mstep: Class 11 contains 44629 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43614 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42877 members 
Mstep: Class 17 contains 41651 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 48498 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47301 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 44435 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931336.000000 Penalty: 80096.007812
Iteration 448Q: 25 clusters Score -1.269313e+08 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 42858 members 
Mstep: Class 3 contains 46225 members 
Mstep: Class 4 contains 45257 members 
Mstep: Class 5 contains 48286 members 
Mstep: Class 6 contains 44395 members 
Mstep: Class 7 contains 31960 members 
Mstep: Class 8 contains 44300 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 43497 members 
Mstep: Class 11 contains 44549 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43394 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42736 members 
Mstep: Class 17 contains 41356 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 48314 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 47114 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 44292 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932688.000000 Penalty: 80096.007812
Iteration 449Q: 25 clusters Score -1.269327e+08 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 42778 members 
Mstep: Class 3 contains 45943 members 
Mstep: Class 4 contains 45226 members 
Mstep: Class 5 contains 48020 members 
Mstep: Class 6 contains 44237 members 
Mstep: Class 7 contains 34541 members 
Mstep: Class 8 contains 44156 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 43263 members 
Mstep: Class 11 contains 44439 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43173 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42552 members 
Mstep: Class 17 contains 41044 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 48155 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46876 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 44141 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933960.000000 Penalty: 80096.007812
Iteration 450Q: 25 clusters Score -1.26934e+08 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 42667 members 
Mstep: Class 3 contains 45717 members 
Mstep: Class 4 contains 45136 members 
Mstep: Class 5 contains 47672 members 
Mstep: Class 6 contains 44184 members 
Mstep: Class 7 contains 37137 members 
Mstep: Class 8 contains 44054 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 43040 members 
Mstep: Class 11 contains 44390 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 42913 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42371 members 
Mstep: Class 17 contains 40603 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 48044 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46649 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 43995 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934888.000000 Penalty: 80096.007812
Iteration 451Q: 25 clusters Score -1.269349e+08 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 42556 members 
Mstep: Class 3 contains 45403 members 
Mstep: Class 4 contains 45036 members 
Mstep: Class 5 contains 47413 members 
Mstep: Class 6 contains 44090 members 
Mstep: Class 7 contains 39867 members 
Mstep: Class 8 contains 43951 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 42881 members 
Mstep: Class 11 contains 44369 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 42487 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42165 members 
Mstep: Class 17 contains 40105 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47932 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46472 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 43886 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936208.000000 Penalty: 80096.007812
Iteration 452Q: 25 clusters Score -1.269362e+08 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 42435 members 
Mstep: Class 3 contains 45082 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 47211 members 
Mstep: Class 6 contains 44011 members 
Mstep: Class 7 contains 42582 members 
Mstep: Class 8 contains 43891 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 42721 members 
Mstep: Class 11 contains 44311 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 42056 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 41952 members 
Mstep: Class 17 contains 39633 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47832 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46284 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 43766 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937528.000000 Penalty: 80096.007812
Iteration 453Q: 25 clusters Score -1.269375e+08 nChanged 7317
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 42242 members 
Mstep: Class 3 contains 44686 members 
Mstep: Class 4 contains 44750 members 
Mstep: Class 5 contains 46934 members 
Mstep: Class 6 contains 43836 members 
Mstep: Class 7 contains 45676 members 
Mstep: Class 8 contains 43875 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 42663 members 
Mstep: Class 11 contains 44251 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 41259 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 41802 members 
Mstep: Class 17 contains 39197 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47701 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46116 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 43715 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938320.000000 Penalty: 80096.007812
Iteration 454Q: 25 clusters Score -1.269383e+08 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 42089 members 
Mstep: Class 3 contains 44184 members 
Mstep: Class 4 contains 44602 members 
Mstep: Class 5 contains 46662 members 
Mstep: Class 6 contains 43625 members 
Mstep: Class 7 contains 48992 members 
Mstep: Class 8 contains 43839 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 42622 members 
Mstep: Class 11 contains 44202 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 40026 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 41797 members 
Mstep: Class 17 contains 38877 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47560 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 45958 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 43686 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937072.000000 Penalty: 80096.007812
Iteration 455Q: 25 clusters Score -1.269371e+08 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 42044 members 
Mstep: Class 3 contains 43725 members 
Mstep: Class 4 contains 44472 members 
Mstep: Class 5 contains 46328 members 
Mstep: Class 6 contains 43519 members 
Mstep: Class 7 contains 51183 members 
Mstep: Class 8 contains 43909 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 42648 members 
Mstep: Class 11 contains 44287 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 38925 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 41930 members 
Mstep: Class 17 contains 38629 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47496 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 45939 members 
Mstep: Class 22 contains 2552 members 
Mstep: Class 23 contains 43700 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
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Iteration 456Q: 25 clusters Score -1.269358e+08 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 42100 members 
Mstep: Class 3 contains 43572 members 
Mstep: Class 4 contains 44488 members 
Mstep: Class 5 contains 46370 members 
Mstep: Class 6 contains 43497 members 
Mstep: Class 7 contains 51397 members 
Mstep: Class 8 contains 43995 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 42637 members 
Mstep: Class 11 contains 44327 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 38497 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42183 members 
Mstep: Class 17 contains 38456 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47468 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46062 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 43705 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935672.000000 Penalty: 80096.007812
Iteration 457Q: 25 clusters Score -1.269357e+08 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 42219 members 
Mstep: Class 3 contains 43606 members 
Mstep: Class 4 contains 44505 members 
Mstep: Class 5 contains 46545 members 
Mstep: Class 6 contains 43598 members 
Mstep: Class 7 contains 50877 members 
Mstep: Class 8 contains 44080 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 42621 members 
Mstep: Class 11 contains 44241 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 38481 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42327 members 
Mstep: Class 17 contains 38288 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47445 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46206 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 43712 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935816.000000 Penalty: 80096.007812
Iteration 458Q: 25 clusters Score -1.269358e+08 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 42340 members 
Mstep: Class 3 contains 43732 members 
Mstep: Class 4 contains 44509 members 
Mstep: Class 5 contains 46731 members 
Mstep: Class 6 contains 43612 members 
Mstep: Class 7 contains 50353 members 
Mstep: Class 8 contains 44136 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 42629 members 
Mstep: Class 11 contains 44043 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 38678 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42425 members 
Mstep: Class 17 contains 38142 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47445 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46276 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 43700 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935632.000000 Penalty: 80096.007812
Iteration 459Q: 25 clusters Score -1.269356e+08 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 42439 members 
Mstep: Class 3 contains 43854 members 
Mstep: Class 4 contains 44490 members 
Mstep: Class 5 contains 46863 members 
Mstep: Class 6 contains 43661 members 
Mstep: Class 7 contains 49814 members 
Mstep: Class 8 contains 44147 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 42589 members 
Mstep: Class 11 contains 43826 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 38979 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42486 members 
Mstep: Class 17 contains 38081 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47485 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46332 members 
Mstep: Class 22 contains 2551 members 
Mstep: Class 23 contains 43684 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937856.000000 Penalty: 80096.007812
Iteration 460F: 25 clusters Score -1.269379e+08 nChanged 6943
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 42380 members 
Mstep: Class 3 contains 43323 members 
Mstep: Class 4 contains 44297 members 
Mstep: Class 5 contains 46708 members 
Mstep: Class 6 contains 43601 members 
Mstep: Class 7 contains 52174 members 
Mstep: Class 8 contains 44146 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 42557 members 
Mstep: Class 11 contains 43647 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 38060 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42461 members 
Mstep: Class 17 contains 37972 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47454 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46244 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 43690 members 
Mstep: Class 24 contains 864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936560.000000 Penalty: 80096.007812
Iteration 461Q: 25 clusters Score -1.269366e+08 nChanged 8253
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 42466 members 
Mstep: Class 3 contains 43089 members 
Mstep: Class 4 contains 44232 members 
Mstep: Class 5 contains 46688 members 
Mstep: Class 6 contains 43641 members 
Mstep: Class 7 contains 53258 members 
Mstep: Class 8 contains 44148 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 42437 members 
Mstep: Class 11 contains 43498 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 37542 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42458 members 
Mstep: Class 17 contains 37869 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47460 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46238 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 43685 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936536.000000 Penalty: 80096.007812
Iteration 462Q: 25 clusters Score -1.269365e+08 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 42543 members 
Mstep: Class 3 contains 43023 members 
Mstep: Class 4 contains 44259 members 
Mstep: Class 5 contains 46667 members 
Mstep: Class 6 contains 43670 members 
Mstep: Class 7 contains 53760 members 
Mstep: Class 8 contains 44118 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 42326 members 
Mstep: Class 11 contains 43325 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 37405 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42402 members 
Mstep: Class 17 contains 37752 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47499 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46270 members 
Mstep: Class 22 contains 2548 members 
Mstep: Class 23 contains 43692 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936352.000000 Penalty: 80096.007812
Iteration 463Q: 25 clusters Score -1.269364e+08 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 42556 members 
Mstep: Class 3 contains 43132 members 
Mstep: Class 4 contains 44318 members 
Mstep: Class 5 contains 46619 members 
Mstep: Class 6 contains 43735 members 
Mstep: Class 7 contains 53874 members 
Mstep: Class 8 contains 44096 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 42200 members 
Mstep: Class 11 contains 43110 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 37651 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42251 members 
Mstep: Class 17 contains 37615 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47530 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46318 members 
Mstep: Class 22 contains 2548 members 
Mstep: Class 23 contains 43703 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937336.000000 Penalty: 80096.007812
Iteration 464Q: 25 clusters Score -1.269373e+08 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 42530 members 
Mstep: Class 3 contains 43336 members 
Mstep: Class 4 contains 44353 members 
Mstep: Class 5 contains 46609 members 
Mstep: Class 6 contains 43739 members 
Mstep: Class 7 contains 53883 members 
Mstep: Class 8 contains 44023 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 42113 members 
Mstep: Class 11 contains 42858 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 38155 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42009 members 
Mstep: Class 17 contains 37517 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47520 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46362 members 
Mstep: Class 22 contains 2548 members 
Mstep: Class 23 contains 43709 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
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Score: -126938224.000000 Penalty: 80096.007812
Iteration 465Q: 25 clusters Score -1.269382e+08 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 42482 members 
Mstep: Class 3 contains 43549 members 
Mstep: Class 4 contains 44413 members 
Mstep: Class 5 contains 46585 members 
Mstep: Class 6 contains 43692 members 
Mstep: Class 7 contains 53831 members 
Mstep: Class 8 contains 43902 members 
Mstep: Class 9 contains 485 members 
Mstep: Class 10 contains 42043 members 
Mstep: Class 11 contains 42595 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 38885 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 41750 members 
Mstep: Class 17 contains 37405 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47489 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46397 members 
Mstep: Class 22 contains 2548 members 
Mstep: Class 23 contains 43714 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938168.000000 Penalty: 80096.007812
Iteration 466Q: 25 clusters Score -1.269382e+08 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 42438 members 
Mstep: Class 3 contains 43657 members 
Mstep: Class 4 contains 44504 members 
Mstep: Class 5 contains 46551 members 
Mstep: Class 6 contains 43694 members 
Mstep: Class 7 contains 53703 members 
Mstep: Class 8 contains 43806 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 41947 members 
Mstep: Class 11 contains 42369 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 39680 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 41480 members 
Mstep: Class 17 contains 37341 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47461 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46402 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 43729 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938880.000000 Penalty: 80096.007812
Iteration 467Q: 25 clusters Score -1.269389e+08 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 42392 members 
Mstep: Class 3 contains 43767 members 
Mstep: Class 4 contains 44587 members 
Mstep: Class 5 contains 46497 members 
Mstep: Class 6 contains 43686 members 
Mstep: Class 7 contains 53596 members 
Mstep: Class 8 contains 43674 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 41862 members 
Mstep: Class 11 contains 42187 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 40509 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 41221 members 
Mstep: Class 17 contains 37287 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47421 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46371 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 468Q: 25 clusters Score -1.269394e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 42367 members 
Mstep: Class 3 contains 43849 members 
Mstep: Class 4 contains 44634 members 
Mstep: Class 5 contains 46404 members 
Mstep: Class 6 contains 43701 members 
Mstep: Class 7 contains 53430 members 
Mstep: Class 8 contains 43547 members 
Mstep: Class 9 contains 486 members 
Mstep: Class 10 contains 41708 members 
Mstep: Class 11 contains 41983 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 41436 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40984 members 
Mstep: Class 17 contains 37284 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47396 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46356 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 43748 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 469Q: 25 clusters Score -1.2694e+08 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 42278 members 
Mstep: Class 3 contains 43999 members 
Mstep: Class 4 contains 44664 members 
Mstep: Class 5 contains 46310 members 
Mstep: Class 6 contains 43668 members 
Mstep: Class 7 contains 53328 members 
Mstep: Class 8 contains 43446 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 41562 members 
Mstep: Class 11 contains 41734 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 42372 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40751 members 
Mstep: Class 17 contains 37251 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47381 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46330 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 43822 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 470Q: 25 clusters Score -1.269402e+08 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 42232 members 
Mstep: Class 3 contains 44163 members 
Mstep: Class 4 contains 44664 members 
Mstep: Class 5 contains 46248 members 
Mstep: Class 6 contains 43613 members 
Mstep: Class 7 contains 53267 members 
Mstep: Class 8 contains 43356 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 41488 members 
Mstep: Class 11 contains 41412 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 43220 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40519 members 
Mstep: Class 17 contains 37216 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47347 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46291 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 43937 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
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Iteration 471Q: 25 clusters Score -1.269406e+08 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 42146 members 
Mstep: Class 3 contains 44290 members 
Mstep: Class 4 contains 44670 members 
Mstep: Class 5 contains 46183 members 
Mstep: Class 6 contains 43573 members 
Mstep: Class 7 contains 53259 members 
Mstep: Class 8 contains 43301 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 41401 members 
Mstep: Class 11 contains 40999 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 44011 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40365 members 
Mstep: Class 17 contains 37201 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47342 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46280 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 44024 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 472Q: 25 clusters Score -1.269405e+08 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 42107 members 
Mstep: Class 3 contains 44404 members 
Mstep: Class 4 contains 44675 members 
Mstep: Class 5 contains 46093 members 
Mstep: Class 6 contains 43579 members 
Mstep: Class 7 contains 53302 members 
Mstep: Class 8 contains 43256 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 41353 members 
Mstep: Class 11 contains 40412 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 44733 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40253 members 
Mstep: Class 17 contains 37229 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47340 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46285 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 44113 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 473Q: 25 clusters Score -1.269405e+08 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 42098 members 
Mstep: Class 3 contains 44543 members 
Mstep: Class 4 contains 44658 members 
Mstep: Class 5 contains 45997 members 
Mstep: Class 6 contains 43601 members 
Mstep: Class 7 contains 53358 members 
Mstep: Class 8 contains 43278 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 41300 members 
Mstep: Class 11 contains 39778 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 45407 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40175 members 
Mstep: Class 17 contains 37249 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47313 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46272 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 44189 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
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Iteration 474Q: 25 clusters Score -1.269399e+08 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 42118 members 
Mstep: Class 3 contains 44669 members 
Mstep: Class 4 contains 44639 members 
Mstep: Class 5 contains 45898 members 
Mstep: Class 6 contains 43596 members 
Mstep: Class 7 contains 53428 members 
Mstep: Class 8 contains 43318 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 41271 members 
Mstep: Class 11 contains 39092 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 46031 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40138 members 
Mstep: Class 17 contains 37260 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47295 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46290 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 44259 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 475Q: 25 clusters Score -1.269397e+08 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 42146 members 
Mstep: Class 3 contains 44786 members 
Mstep: Class 4 contains 44659 members 
Mstep: Class 5 contains 45808 members 
Mstep: Class 6 contains 43549 members 
Mstep: Class 7 contains 53554 members 
Mstep: Class 8 contains 43348 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 41254 members 
Mstep: Class 11 contains 38405 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 46541 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40149 members 
Mstep: Class 17 contains 37287 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47254 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46307 members 
Mstep: Class 22 contains 2549 members 
Mstep: Class 23 contains 44325 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
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Iteration 476Q: 25 clusters Score -1.269395e+08 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 42214 members 
Mstep: Class 3 contains 44855 members 
Mstep: Class 4 contains 44683 members 
Mstep: Class 5 contains 45749 members 
Mstep: Class 6 contains 43499 members 
Mstep: Class 7 contains 53689 members 
Mstep: Class 8 contains 43370 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 41271 members 
Mstep: Class 11 contains 37596 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 47019 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40206 members 
Mstep: Class 17 contains 37358 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47226 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46306 members 
Mstep: Class 22 contains 2546 members 
Mstep: Class 23 contains 44431 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
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Iteration 477Q: 25 clusters Score -1.269387e+08 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 42292 members 
Mstep: Class 3 contains 44900 members 
Mstep: Class 4 contains 44676 members 
Mstep: Class 5 contains 45686 members 
Mstep: Class 6 contains 43523 members 
Mstep: Class 7 contains 53904 members 
Mstep: Class 8 contains 43380 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 41275 members 
Mstep: Class 11 contains 36725 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 47471 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40323 members 
Mstep: Class 17 contains 37443 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47192 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46278 members 
Mstep: Class 22 contains 2543 members 
Mstep: Class 23 contains 44483 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937936.000000 Penalty: 80096.007812
Iteration 478Q: 25 clusters Score -1.269379e+08 nChanged 4887
Entering ConstructFrom: 
Score: -126937936.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (32242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Entering Unmasked Estep 
Score: -5781504.000000 Penalty: 2574.494385
	Iteration 0F: 2 clusters Score -5781504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -5759608.000000 Penalty: 5148.988770
	Iteration 0F: 3 clusters Score -5759608 nChanged 14540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -5767261.500000 Penalty: 5148.988770
	Iteration 1F: 3 clusters Score -5767262 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -5767637.500000 Penalty: 5148.988770
	Iteration 2Q: 3 clusters Score -5767638 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -5767973.500000 Penalty: 5148.988770
	Iteration 3Q: 3 clusters Score -5767974 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -5768293.500000 Penalty: 5148.988770
	Iteration 4Q: 3 clusters Score -5768294 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -5768764.000000 Penalty: 5148.988770
	Iteration 5Q: 3 clusters Score -5768764 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -5769300.000000 Penalty: 5148.988770
	Iteration 6Q: 3 clusters Score -5769300 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -5770126.000000 Penalty: 5148.988770
	Iteration 7Q: 3 clusters Score -5770126 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5771480.000000 Penalty: 5148.988770
	Iteration 8F: 3 clusters Score -5771480 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -5773492.000000 Penalty: 5148.988770
	Iteration 9F: 3 clusters Score -5773492 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -5775746.000000 Penalty: 5148.988770
	Iteration 10F: 3 clusters Score -5775746 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -5777550.000000 Penalty: 5148.988770
	Iteration 11F: 3 clusters Score -5777550 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -5778541.000000 Penalty: 5148.988770
	Iteration 12Q: 3 clusters Score -5778541 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -5779014.500000 Penalty: 5148.988770
	Iteration 13Q: 3 clusters Score -5779014 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -5779305.000000 Penalty: 5148.988770
	Iteration 14Q: 3 clusters Score -5779305 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -5779438.500000 Penalty: 5148.988770
	Iteration 15Q: 3 clusters Score -5779438 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -5779511.000000 Penalty: 5148.988770
	Iteration 16Q: 3 clusters Score -5779511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -5779555.000000 Penalty: 5148.988770
	Iteration 17Q: 3 clusters Score -5779555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -5779590.000000 Penalty: 5148.988770
	Iteration 18Q: 3 clusters Score -5779590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -5779612.500000 Penalty: 5148.988770
	Iteration 19Q: 3 clusters Score -5779612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -5779628.500000 Penalty: 5148.988770
	Iteration 20F: 3 clusters Score -5779628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -5779646.500000 Penalty: 5148.988770
	Iteration 21Q: 3 clusters Score -5779646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -5779663.500000 Penalty: 5148.988770
	Iteration 22Q: 3 clusters Score -5779664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -5779671.000000 Penalty: 5148.988770
	Iteration 23Q: 3 clusters Score -5779671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -5779667.000000 Penalty: 5148.988770
	Iteration 24Q: 3 clusters Score -5779667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -5779669.000000 Penalty: 5148.988770
	Iteration 25Q: 3 clusters Score -5779669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -5779675.500000 Penalty: 5148.988770
	Iteration 26Q: 3 clusters Score -5779676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -5779684.000000 Penalty: 5148.988770
	Iteration 27Q: 3 clusters Score -5779684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -5779682.500000 Penalty: 5148.988770
	Iteration 28Q: 3 clusters Score -5779682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -5779680.000000 Penalty: 5148.988770
	Iteration 29Q: 3 clusters Score -5779680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -5779676.500000 Penalty: 5148.988770
	Iteration 30Q: 3 clusters Score -5779676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -5779676.500000 Penalty: 5148.988770
	Iteration 31F: 3 clusters Score -5779676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Entering Unmasked Estep 
Score: -7827816.000000 Penalty: 2642.310791
	Iteration 0F: 2 clusters Score -7827816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -7799349.000000 Penalty: 5284.621582
	Iteration 0F: 3 clusters Score -7799349 nChanged 19527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -7809989.000000 Penalty: 5284.621582
	Iteration 1F: 3 clusters Score -7809989 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -7810552.000000 Penalty: 5284.621582
	Iteration 2Q: 3 clusters Score -7810552 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -7811228.500000 Penalty: 5284.621582
	Iteration 3Q: 3 clusters Score -7811228 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -7811924.500000 Penalty: 5284.621582
	Iteration 4Q: 3 clusters Score -7811924 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -7812787.500000 Penalty: 5284.621582
	Iteration 5Q: 3 clusters Score -7812788 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -7813971.000000 Penalty: 5284.621582
	Iteration 6Q: 3 clusters Score -7813971 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -7815401.500000 Penalty: 5284.621582
	Iteration 7F: 3 clusters Score -7815402 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -7817133.000000 Penalty: 5284.621582
	Iteration 8F: 3 clusters Score -7817133 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -7818870.000000 Penalty: 5284.621582
	Iteration 9F: 3 clusters Score -7818870 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -7820195.500000 Penalty: 5284.621582
	Iteration 10F: 3 clusters Score -7820196 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -7820965.000000 Penalty: 5284.621582
	Iteration 11Q: 3 clusters Score -7820965 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -7821358.500000 Penalty: 5284.621582
	Iteration 12Q: 3 clusters Score -7821358 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -7821585.000000 Penalty: 5284.621582
	Iteration 13Q: 3 clusters Score -7821585 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -7821747.000000 Penalty: 5284.621582
	Iteration 14Q: 3 clusters Score -7821747 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -7821848.500000 Penalty: 5284.621582
	Iteration 15Q: 3 clusters Score -7821848 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -7821930.500000 Penalty: 5284.621582
	Iteration 16Q: 3 clusters Score -7821930 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -7821989.500000 Penalty: 5284.621582
	Iteration 17Q: 3 clusters Score -7821990 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -7822021.000000 Penalty: 5284.621582
	Iteration 18Q: 3 clusters Score -7822021 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -7822084.500000 Penalty: 5284.621582
	Iteration 19Q: 3 clusters Score -7822084 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -7822112.500000 Penalty: 5284.621582
	Iteration 20F: 3 clusters Score -7822112 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -7822150.000000 Penalty: 5284.621582
	Iteration 21Q: 3 clusters Score -7822150 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -7822175.500000 Penalty: 5284.621582
	Iteration 22Q: 3 clusters Score -7822176 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -7822230.000000 Penalty: 5284.621582
	Iteration 23Q: 3 clusters Score -7822230 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -7822291.500000 Penalty: 5284.621582
	Iteration 24Q: 3 clusters Score -7822292 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -7822302.000000 Penalty: 5284.621582
	Iteration 25Q: 3 clusters Score -7822302 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -7822315.000000 Penalty: 5284.621582
	Iteration 26Q: 3 clusters Score -7822315 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -7822318.000000 Penalty: 5284.621582
	Iteration 27Q: 3 clusters Score -7822318 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -7822332.500000 Penalty: 5284.621582
	Iteration 28Q: 3 clusters Score -7822332 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -7822366.000000 Penalty: 5284.621582
	Iteration 29Q: 3 clusters Score -7822366 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -7822393.500000 Penalty: 5284.621582
	Iteration 30Q: 3 clusters Score -7822394 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -7822417.000000 Penalty: 5284.621582
	Iteration 31Q: 3 clusters Score -7822417 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -7822430.500000 Penalty: 5284.621582
	Iteration 32Q: 3 clusters Score -7822430 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -7822444.500000 Penalty: 5284.621582
	Iteration 33Q: 3 clusters Score -7822444 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -7822465.000000 Penalty: 5284.621582
	Iteration 34Q: 3 clusters Score -7822465 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -7822461.500000 Penalty: 5284.621582
	Iteration 35Q: 3 clusters Score -7822462 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -7822490.000000 Penalty: 5284.621582
	Iteration 36Q: 3 clusters Score -7822490 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -7822514.500000 Penalty: 5284.621582
	Iteration 37Q: 3 clusters Score -7822514 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -7822556.000000 Penalty: 5284.621582
	Iteration 38Q: 3 clusters Score -7822556 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -7822578.500000 Penalty: 5284.621582
	Iteration 39Q: 3 clusters Score -7822578 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -7822590.000000 Penalty: 5284.621582
	Iteration 40F: 3 clusters Score -7822590 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -7822609.500000 Penalty: 5284.621582
	Iteration 41Q: 3 clusters Score -7822610 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -7822610.000000 Penalty: 5284.621582
	Iteration 42Q: 3 clusters Score -7822610 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -7822640.500000 Penalty: 5284.621582
	Iteration 43Q: 3 clusters Score -7822640 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -7822653.500000 Penalty: 5284.621582
	Iteration 44Q: 3 clusters Score -7822654 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -7822686.000000 Penalty: 5284.621582
	Iteration 45Q: 3 clusters Score -7822686 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -7822728.500000 Penalty: 5284.621582
	Iteration 46Q: 3 clusters Score -7822728 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -7822741.000000 Penalty: 5284.621582
	Iteration 47Q: 3 clusters Score -7822741 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -7822756.000000 Penalty: 5284.621582
	Iteration 48Q: 3 clusters Score -7822756 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -7822802.500000 Penalty: 5284.621582
	Iteration 49Q: 3 clusters Score -7822802 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -7822805.500000 Penalty: 5284.621582
	Iteration 50Q: 3 clusters Score -7822806 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -7822818.500000 Penalty: 5284.621582
	Iteration 51Q: 3 clusters Score -7822818 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -7822861.000000 Penalty: 5284.621582
	Iteration 52Q: 3 clusters Score -7822861 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -7822904.500000 Penalty: 5284.621582
	Iteration 53Q: 3 clusters Score -7822904 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -7822926.500000 Penalty: 5284.621582
	Iteration 54Q: 3 clusters Score -7822926 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 26327 members 
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Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 26673 members 
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Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 26849 members 
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Mstep: Class 2 contains 27004 members 
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Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 27334 members 
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Mstep: Class 2 contains 27521 members 
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Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 27737 members 
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	Iteration 63Q: 3 clusters Score -7823140 nChanged 245
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Mstep: Class 2 contains 28244 members 
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Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 28527 members 
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Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 28835 members 
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Mstep: Class 1 contains 13233 members 
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Mstep: Class 2 contains 29499 members 
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Mstep: Class 1 contains 12541 members 
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Mstep: Class 2 contains 30217 members 
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Mstep: Class 1 contains 11444 members 
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Mstep: Class 2 contains 31639 members 
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Mstep: Class 1 contains 10429 members 
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	Iteration 78Q: 3 clusters Score -7824304 nChanged 352
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Mstep: Class 1 contains 9438 members 
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Mstep: Class 1 contains 9109 members 
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Mstep: Class 1 contains 8460 members 
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Mstep: Class 1 contains 8156 members 
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Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 34524 members 
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Mstep: Class 1 contains 7564 members 
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Mstep: Class 1 contains 5574 members 
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	Iteration 95Q: 3 clusters Score -7825374 nChanged 150
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Mstep: Class 1 contains 5424 members 
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	Iteration 96Q: 3 clusters Score -7825384 nChanged 144
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Mstep: Class 1 contains 5282 members 
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	Iteration 100F: 3 clusters Score -7825480 nChanged 120
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Mstep: Class 1 contains 4751 members 
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	Iteration 103Q: 3 clusters Score -7825530 nChanged 110
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	Iteration 105Q: 3 clusters Score -7825560 nChanged 112
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Mstep: Class 1 contains 4050 members 
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	Iteration 116Q: 3 clusters Score -7825816 nChanged 81
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	Iteration 117Q: 3 clusters Score -7825838 nChanged 81
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	Iteration 118Q: 3 clusters Score -7825868 nChanged 80
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	Iteration 119Q: 3 clusters Score -7825876 nChanged 65
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	Iteration 120F: 3 clusters Score -7825899 nChanged 62
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	Iteration 121Q: 3 clusters Score -7825909 nChanged 64
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	Iteration 122Q: 3 clusters Score -7825916 nChanged 56
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	Iteration 123Q: 3 clusters Score -7825940 nChanged 46
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	Iteration 124Q: 3 clusters Score -7825966 nChanged 42
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	Iteration 126Q: 3 clusters Score -7825976 nChanged 32
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	Iteration 129Q: 3 clusters Score -7825983 nChanged 26
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	Iteration 132Q: 3 clusters Score -7825986 nChanged 11
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	Iteration 133Q: 3 clusters Score -7825990 nChanged 6
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	Iteration 134Q: 3 clusters Score -7825982 nChanged 7
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	Iteration 135Q: 3 clusters Score -7825976 nChanged 6
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	Iteration 136Q: 3 clusters Score -7825986 nChanged 7
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	Iteration 137Q: 3 clusters Score -7825986 nChanged 6
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	Iteration 138Q: 3 clusters Score -7825982 nChanged 7
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	Iteration 139Q: 3 clusters Score -7825972 nChanged 7
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	Iteration 140F: 3 clusters Score -7825987 nChanged 3
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	Iteration 141Q: 3 clusters Score -7825984 nChanged 4
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	Iteration 143Q: 3 clusters Score -7825984 nChanged 2
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	Iteration 144Q: 3 clusters Score -7825986 nChanged 2
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	Iteration 145Q: 3 clusters Score -7825985 nChanged 4
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	Iteration 146Q: 3 clusters Score -7825996 nChanged 7
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	Iteration 147Q: 3 clusters Score -7825992 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -7825993.500000 Penalty: 5284.621582
	Iteration 148Q: 3 clusters Score -7825994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -7825993.500000 Penalty: 5284.621582
	Iteration 149F: 3 clusters Score -7825994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Entering Unmasked Estep 
Score: -8429315.000000 Penalty: 2656.458252
	Iteration 0F: 2 clusters Score -8429315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -8401014.000000 Penalty: 5312.916504
	Iteration 0F: 3 clusters Score -8401014 nChanged 20743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -8412466.000000 Penalty: 5312.916504
	Iteration 1F: 3 clusters Score -8412466 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -8412995.000000 Penalty: 5312.916504
	Iteration 2Q: 3 clusters Score -8412995 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -8413522.000000 Penalty: 5312.916504
	Iteration 3Q: 3 clusters Score -8413522 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -8414187.000000 Penalty: 5312.916504
	Iteration 4Q: 3 clusters Score -8414187 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -8415222.000000 Penalty: 5312.916504
	Iteration 5Q: 3 clusters Score -8415222 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -8416784.000000 Penalty: 5312.916504
	Iteration 6F: 3 clusters Score -8416784 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -8419024.000000 Penalty: 5312.916504
	Iteration 7F: 3 clusters Score -8419024 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -8421539.000000 Penalty: 5312.916504
	Iteration 8F: 3 clusters Score -8421539 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -8423883.000000 Penalty: 5312.916504
	Iteration 9F: 3 clusters Score -8423883 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -8425546.000000 Penalty: 5312.916504
	Iteration 10Q: 3 clusters Score -8425546 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8426528.000000 Penalty: 5312.916504
	Iteration 11Q: 3 clusters Score -8426528 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8426939.000000 Penalty: 5312.916504
	Iteration 12Q: 3 clusters Score -8426939 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8427144.000000 Penalty: 5312.916504
	Iteration 13Q: 3 clusters Score -8427144 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8427182.000000 Penalty: 5312.916504
	Iteration 14Q: 3 clusters Score -8427182 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8427214.000000 Penalty: 5312.916504
	Iteration 15Q: 3 clusters Score -8427214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8427214.000000 Penalty: 5312.916504
	Iteration 16Q: 3 clusters Score -8427214 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8427225.000000 Penalty: 5312.916504
	Iteration 17Q: 3 clusters Score -8427225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8427224.000000 Penalty: 5312.916504
	Iteration 18Q: 3 clusters Score -8427224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8427226.000000 Penalty: 5312.916504
	Iteration 19Q: 3 clusters Score -8427226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8427218.000000 Penalty: 5312.916504
	Iteration 20F: 3 clusters Score -8427218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8427225.000000 Penalty: 5312.916504
	Iteration 21Q: 3 clusters Score -8427225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8427224.000000 Penalty: 5312.916504
	Iteration 22Q: 3 clusters Score -8427224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8427234.000000 Penalty: 5312.916504
	Iteration 23Q: 3 clusters Score -8427234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8427235.000000 Penalty: 5312.916504
	Iteration 24Q: 3 clusters Score -8427235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8427228.000000 Penalty: 5312.916504
	Iteration 25Q: 3 clusters Score -8427228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8427239.000000 Penalty: 5312.916504
	Iteration 26Q: 3 clusters Score -8427239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8427240.000000 Penalty: 5312.916504
	Iteration 27Q: 3 clusters Score -8427240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8427242.000000 Penalty: 5312.916504
	Iteration 28Q: 3 clusters Score -8427242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8427236.000000 Penalty: 5312.916504
	Iteration 29Q: 3 clusters Score -8427236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8427240.000000 Penalty: 5312.916504
	Iteration 30Q: 3 clusters Score -8427240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8427232.000000 Penalty: 5312.916504
	Iteration 31Q: 3 clusters Score -8427232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8427241.000000 Penalty: 5312.916504
	Iteration 32Q: 3 clusters Score -8427241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8427237.000000 Penalty: 5312.916504
	Iteration 33Q: 3 clusters Score -8427237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8427242.000000 Penalty: 5312.916504
	Iteration 34Q: 3 clusters Score -8427242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8427234.000000 Penalty: 5312.916504
	Iteration 35Q: 3 clusters Score -8427234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8427239.000000 Penalty: 5312.916504
	Iteration 36Q: 3 clusters Score -8427239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8427241.000000 Penalty: 5312.916504
	Iteration 37Q: 3 clusters Score -8427241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8427240.000000 Penalty: 5312.916504
	Iteration 38Q: 3 clusters Score -8427240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8427240.000000 Penalty: 5312.916504
	Iteration 39F: 3 clusters Score -8427240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Entering Unmasked Estep 
Score: -8223838.000000 Penalty: 2655.328125
	Iteration 0F: 2 clusters Score -8223838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -8194411.000000 Penalty: 5310.656250
	Iteration 0F: 3 clusters Score -8194411 nChanged 20399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -8205865.500000 Penalty: 5310.656250
	Iteration 1F: 3 clusters Score -8205866 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -8206692.500000 Penalty: 5310.656250
	Iteration 2Q: 3 clusters Score -8206692 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -8207712.000000 Penalty: 5310.656250
	Iteration 3Q: 3 clusters Score -8207712 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -8209033.500000 Penalty: 5310.656250
	Iteration 4F: 3 clusters Score -8209034 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -8210557.500000 Penalty: 5310.656250
	Iteration 5F: 3 clusters Score -8210558 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -8212412.500000 Penalty: 5310.656250
	Iteration 6F: 3 clusters Score -8212412 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -8214620.500000 Penalty: 5310.656250
	Iteration 7F: 3 clusters Score -8214620 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -8216709.500000 Penalty: 5310.656250
	Iteration 8F: 3 clusters Score -8216710 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -8218216.500000 Penalty: 5310.656250
	Iteration 9F: 3 clusters Score -8218216 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -8219056.500000 Penalty: 5310.656250
	Iteration 10Q: 3 clusters Score -8219056 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -8219485.500000 Penalty: 5310.656250
	Iteration 11Q: 3 clusters Score -8219486 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -8219867.000000 Penalty: 5310.656250
	Iteration 12Q: 3 clusters Score -8219867 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -8220196.500000 Penalty: 5310.656250
	Iteration 13Q: 3 clusters Score -8220196 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -8220443.000000 Penalty: 5310.656250
	Iteration 14Q: 3 clusters Score -8220443 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -8220701.500000 Penalty: 5310.656250
	Iteration 15Q: 3 clusters Score -8220702 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -8220886.000000 Penalty: 5310.656250
	Iteration 16Q: 3 clusters Score -8220886 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -8221092.000000 Penalty: 5310.656250
	Iteration 17Q: 3 clusters Score -8221092 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -8221246.500000 Penalty: 5310.656250
	Iteration 18Q: 3 clusters Score -8221246 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -8221362.000000 Penalty: 5310.656250
	Iteration 19Q: 3 clusters Score -8221362 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -8221476.500000 Penalty: 5310.656250
	Iteration 20F: 3 clusters Score -8221476 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -8221572.000000 Penalty: 5310.656250
	Iteration 21Q: 3 clusters Score -8221572 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -8221659.500000 Penalty: 5310.656250
	Iteration 22Q: 3 clusters Score -8221660 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -8221717.000000 Penalty: 5310.656250
	Iteration 23Q: 3 clusters Score -8221717 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -8221778.000000 Penalty: 5310.656250
	Iteration 24Q: 3 clusters Score -8221778 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -8221837.000000 Penalty: 5310.656250
	Iteration 25Q: 3 clusters Score -8221837 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -8221900.500000 Penalty: 5310.656250
	Iteration 26Q: 3 clusters Score -8221900 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -8221973.000000 Penalty: 5310.656250
	Iteration 27Q: 3 clusters Score -8221973 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -8222078.500000 Penalty: 5310.656250
	Iteration 28Q: 3 clusters Score -8222078 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -8222126.500000 Penalty: 5310.656250
	Iteration 29Q: 3 clusters Score -8222126 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -8222211.500000 Penalty: 5310.656250
	Iteration 30Q: 3 clusters Score -8222212 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -8222233.000000 Penalty: 5310.656250
	Iteration 31Q: 3 clusters Score -8222233 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -8222295.500000 Penalty: 5310.656250
	Iteration 32Q: 3 clusters Score -8222296 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -8222348.000000 Penalty: 5310.656250
	Iteration 33Q: 3 clusters Score -8222348 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -8222392.000000 Penalty: 5310.656250
	Iteration 34Q: 3 clusters Score -8222392 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -8222471.000000 Penalty: 5310.656250
	Iteration 35Q: 3 clusters Score -8222471 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -8222521.500000 Penalty: 5310.656250
	Iteration 36Q: 3 clusters Score -8222522 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -8222575.500000 Penalty: 5310.656250
	Iteration 37Q: 3 clusters Score -8222576 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -8222605.500000 Penalty: 5310.656250
	Iteration 38Q: 3 clusters Score -8222606 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -8222660.500000 Penalty: 5310.656250
	Iteration 39Q: 3 clusters Score -8222660 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -8222700.000000 Penalty: 5310.656250
	Iteration 40F: 3 clusters Score -8222700 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -8222744.500000 Penalty: 5310.656250
	Iteration 41Q: 3 clusters Score -8222744 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -8222777.500000 Penalty: 5310.656250
	Iteration 42Q: 3 clusters Score -8222778 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -8222808.000000 Penalty: 5310.656250
	Iteration 43Q: 3 clusters Score -8222808 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -8222852.500000 Penalty: 5310.656250
	Iteration 44Q: 3 clusters Score -8222852 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8222874.000000 Penalty: 5310.656250
	Iteration 45Q: 3 clusters Score -8222874 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -8222892.500000 Penalty: 5310.656250
	Iteration 46Q: 3 clusters Score -8222892 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -8222911.500000 Penalty: 5310.656250
	Iteration 47Q: 3 clusters Score -8222912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -8222912.500000 Penalty: 5310.656250
	Iteration 48Q: 3 clusters Score -8222912 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -8222934.000000 Penalty: 5310.656250
	Iteration 49Q: 3 clusters Score -8222934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8222936.500000 Penalty: 5310.656250
	Iteration 50Q: 3 clusters Score -8222936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8222943.500000 Penalty: 5310.656250
	Iteration 51Q: 3 clusters Score -8222944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8222954.500000 Penalty: 5310.656250
	Iteration 52Q: 3 clusters Score -8222954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -8222951.000000 Penalty: 5310.656250
	Iteration 53Q: 3 clusters Score -8222951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -8222960.500000 Penalty: 5310.656250
	Iteration 54Q: 3 clusters Score -8222960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -8222974.500000 Penalty: 5310.656250
	Iteration 55Q: 3 clusters Score -8222974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -8222992.500000 Penalty: 5310.656250
	Iteration 56Q: 3 clusters Score -8222992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -8222989.500000 Penalty: 5310.656250
	Iteration 57Q: 3 clusters Score -8222990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -8222992.000000 Penalty: 5310.656250
	Iteration 58Q: 3 clusters Score -8222992 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -8222994.500000 Penalty: 5310.656250
	Iteration 59Q: 3 clusters Score -8222994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8223000.000000 Penalty: 5310.656250
	Iteration 60F: 3 clusters Score -8223000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -8223010.500000 Penalty: 5310.656250
	Iteration 61Q: 3 clusters Score -8223010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -8223010.500000 Penalty: 5310.656250
	Iteration 62Q: 3 clusters Score -8223010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -8223029.000000 Penalty: 5310.656250
	Iteration 63Q: 3 clusters Score -8223029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -8223036.000000 Penalty: 5310.656250
	Iteration 64Q: 3 clusters Score -8223036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -8223044.000000 Penalty: 5310.656250
	Iteration 65Q: 3 clusters Score -8223044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -8223039.000000 Penalty: 5310.656250
	Iteration 66Q: 3 clusters Score -8223039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8223039.000000 Penalty: 5310.656250
	Iteration 67Q: 3 clusters Score -8223039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -8223024.500000 Penalty: 5310.656250
	Iteration 68Q: 3 clusters Score -8223024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -8223030.000000 Penalty: 5310.656250
	Iteration 69Q: 3 clusters Score -8223030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8223035.000000 Penalty: 5310.656250
	Iteration 70Q: 3 clusters Score -8223035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8223031.500000 Penalty: 5310.656250
	Iteration 71Q: 3 clusters Score -8223032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -8223033.000000 Penalty: 5310.656250
	Iteration 72Q: 3 clusters Score -8223033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8223032.000000 Penalty: 5310.656250
	Iteration 73Q: 3 clusters Score -8223032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -8223037.500000 Penalty: 5310.656250
	Iteration 74Q: 3 clusters Score -8223038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -8223034.500000 Penalty: 5310.656250
	Iteration 75Q: 3 clusters Score -8223034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -8223042.000000 Penalty: 5310.656250
	Iteration 76Q: 3 clusters Score -8223042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8223046.000000 Penalty: 5310.656250
	Iteration 77Q: 3 clusters Score -8223046 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8223052.500000 Penalty: 5310.656250
	Iteration 78Q: 3 clusters Score -8223052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -8223048.500000 Penalty: 5310.656250
	Iteration 79Q: 3 clusters Score -8223048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8223064.000000 Penalty: 5310.656250
	Iteration 80F: 3 clusters Score -8223064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -8223069.500000 Penalty: 5310.656250
	Iteration 81Q: 3 clusters Score -8223070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -8223079.000000 Penalty: 5310.656250
	Iteration 82Q: 3 clusters Score -8223079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8223100.500000 Penalty: 5310.656250
	Iteration 83Q: 3 clusters Score -8223100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8223099.000000 Penalty: 5310.656250
	Iteration 84Q: 3 clusters Score -8223099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8223090.500000 Penalty: 5310.656250
	Iteration 85Q: 3 clusters Score -8223090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8223086.000000 Penalty: 5310.656250
	Iteration 86Q: 3 clusters Score -8223086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8223089.000000 Penalty: 5310.656250
	Iteration 87Q: 3 clusters Score -8223089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8223093.000000 Penalty: 5310.656250
	Iteration 88Q: 3 clusters Score -8223093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8223094.500000 Penalty: 5310.656250
	Iteration 89Q: 3 clusters Score -8223094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8223094.500000 Penalty: 5310.656250
	Iteration 90F: 3 clusters Score -8223094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Entering Unmasked Estep 
Score: -8517183.000000 Penalty: 2660.650635
	Iteration 0F: 2 clusters Score -8517183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -8487739.000000 Penalty: 5321.301270
	Iteration 0F: 3 clusters Score -8487739 nChanged 21140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -8499424.000000 Penalty: 5321.301270
	Iteration 1F: 3 clusters Score -8499424 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -8499862.000000 Penalty: 5321.301270
	Iteration 2Q: 3 clusters Score -8499862 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -8500263.000000 Penalty: 5321.301270
	Iteration 3Q: 3 clusters Score -8500263 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -8500634.000000 Penalty: 5321.301270
	Iteration 4Q: 3 clusters Score -8500634 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -8500986.000000 Penalty: 5321.301270
	Iteration 5Q: 3 clusters Score -8500986 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -8501396.000000 Penalty: 5321.301270
	Iteration 6Q: 3 clusters Score -8501396 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -8501893.000000 Penalty: 5321.301270
	Iteration 7Q: 3 clusters Score -8501893 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -8502560.000000 Penalty: 5321.301270
	Iteration 8Q: 3 clusters Score -8502560 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -8503579.000000 Penalty: 5321.301270
	Iteration 9Q: 3 clusters Score -8503579 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -8504971.000000 Penalty: 5321.301270
	Iteration 10Q: 3 clusters Score -8504971 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -8506859.000000 Penalty: 5321.301270
	Iteration 11F: 3 clusters Score -8506859 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -8508874.000000 Penalty: 5321.301270
	Iteration 12F: 3 clusters Score -8508874 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -8510578.000000 Penalty: 5321.301270
	Iteration 13F: 3 clusters Score -8510578 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -8511922.000000 Penalty: 5321.301270
	Iteration 14Q: 3 clusters Score -8511922 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -8512984.000000 Penalty: 5321.301270
	Iteration 15Q: 3 clusters Score -8512984 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -8513718.000000 Penalty: 5321.301270
	Iteration 16Q: 3 clusters Score -8513718 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8514129.000000 Penalty: 5321.301270
	Iteration 17Q: 3 clusters Score -8514129 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8514397.000000 Penalty: 5321.301270
	Iteration 18Q: 3 clusters Score -8514397 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8514590.000000 Penalty: 5321.301270
	Iteration 19Q: 3 clusters Score -8514590 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8514704.000000 Penalty: 5321.301270
	Iteration 20F: 3 clusters Score -8514704 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8514797.000000 Penalty: 5321.301270
	Iteration 21Q: 3 clusters Score -8514797 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8514854.000000 Penalty: 5321.301270
	Iteration 22Q: 3 clusters Score -8514854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8514912.000000 Penalty: 5321.301270
	Iteration 23Q: 3 clusters Score -8514912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8514945.000000 Penalty: 5321.301270
	Iteration 24Q: 3 clusters Score -8514945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8514995.000000 Penalty: 5321.301270
	Iteration 25Q: 3 clusters Score -8514995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8515014.000000 Penalty: 5321.301270
	Iteration 26Q: 3 clusters Score -8515014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8515022.000000 Penalty: 5321.301270
	Iteration 27Q: 3 clusters Score -8515022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8515032.000000 Penalty: 5321.301270
	Iteration 28Q: 3 clusters Score -8515032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8515040.000000 Penalty: 5321.301270
	Iteration 29Q: 3 clusters Score -8515040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8515049.000000 Penalty: 5321.301270
	Iteration 30Q: 3 clusters Score -8515049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8515048.000000 Penalty: 5321.301270
	Iteration 31Q: 3 clusters Score -8515048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8515050.000000 Penalty: 5321.301270
	Iteration 32Q: 3 clusters Score -8515050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8515058.000000 Penalty: 5321.301270
	Iteration 33Q: 3 clusters Score -8515058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8515057.000000 Penalty: 5321.301270
	Iteration 34Q: 3 clusters Score -8515057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8515056.000000 Penalty: 5321.301270
	Iteration 35Q: 3 clusters Score -8515056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8515058.000000 Penalty: 5321.301270
	Iteration 36Q: 3 clusters Score -8515058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8515056.000000 Penalty: 5321.301270
	Iteration 37Q: 3 clusters Score -8515056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8515063.000000 Penalty: 5321.301270
	Iteration 38Q: 3 clusters Score -8515063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8515059.000000 Penalty: 5321.301270
	Iteration 39Q: 3 clusters Score -8515059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8515063.000000 Penalty: 5321.301270
	Iteration 40F: 3 clusters Score -8515063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8515066.000000 Penalty: 5321.301270
	Iteration 41Q: 3 clusters Score -8515066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8515066.000000 Penalty: 5321.301270
	Iteration 42Q: 3 clusters Score -8515066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8515066.000000 Penalty: 5321.301270
	Iteration 43F: 3 clusters Score -8515066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Entering Unmasked Estep 
Score: -8048129.000000 Penalty: 2648.808105
	Iteration 0F: 2 clusters Score -8048129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -8019449.500000 Penalty: 5297.616211
	Iteration 0F: 3 clusters Score -8019450 nChanged 19906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -8030240.500000 Penalty: 5297.616211
	Iteration 1F: 3 clusters Score -8030240 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -8030641.500000 Penalty: 5297.616211
	Iteration 2Q: 3 clusters Score -8030642 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -8031006.000000 Penalty: 5297.616211
	Iteration 3Q: 3 clusters Score -8031006 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -8031344.500000 Penalty: 5297.616211
	Iteration 4Q: 3 clusters Score -8031344 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -8031742.500000 Penalty: 5297.616211
	Iteration 5Q: 3 clusters Score -8031742 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -8032372.500000 Penalty: 5297.616211
	Iteration 6Q: 3 clusters Score -8032372 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -8033295.500000 Penalty: 5297.616211
	Iteration 7Q: 3 clusters Score -8033296 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -8034583.000000 Penalty: 5297.616211
	Iteration 8F: 3 clusters Score -8034583 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -8036376.500000 Penalty: 5297.616211
	Iteration 9F: 3 clusters Score -8036376 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -8038500.500000 Penalty: 5297.616211
	Iteration 10F: 3 clusters Score -8038500 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -8040817.000000 Penalty: 5297.616211
	Iteration 11F: 3 clusters Score -8040817 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -8042738.500000 Penalty: 5297.616211
	Iteration 12F: 3 clusters Score -8042738 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -8043754.000000 Penalty: 5297.616211
	Iteration 13Q: 3 clusters Score -8043754 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -8044169.000000 Penalty: 5297.616211
	Iteration 14Q: 3 clusters Score -8044169 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -8044390.000000 Penalty: 5297.616211
	Iteration 15Q: 3 clusters Score -8044390 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -8044562.000000 Penalty: 5297.616211
	Iteration 16Q: 3 clusters Score -8044562 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8044674 nChanged 332
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Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8044796 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -8044918.500000 Penalty: 5297.616211
	Iteration 19Q: 3 clusters Score -8044918 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -8045051.500000 Penalty: 5297.616211
	Iteration 20F: 3 clusters Score -8045052 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -8045136.000000 Penalty: 5297.616211
	Iteration 21Q: 3 clusters Score -8045136 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -8045252.500000 Penalty: 5297.616211
	Iteration 22Q: 3 clusters Score -8045252 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -8045339.500000 Penalty: 5297.616211
	Iteration 23Q: 3 clusters Score -8045340 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -8045473.500000 Penalty: 5297.616211
	Iteration 24Q: 3 clusters Score -8045474 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -8045598.000000 Penalty: 5297.616211
	Iteration 25Q: 3 clusters Score -8045598 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -8045676.500000 Penalty: 5297.616211
	Iteration 26Q: 3 clusters Score -8045676 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -8045766.500000 Penalty: 5297.616211
	Iteration 27Q: 3 clusters Score -8045766 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -8045851.500000 Penalty: 5297.616211
	Iteration 28Q: 3 clusters Score -8045852 nChanged 246
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Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -8045927.000000 Penalty: 5297.616211
	Iteration 29Q: 3 clusters Score -8045927 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -8045989.500000 Penalty: 5297.616211
	Iteration 30Q: 3 clusters Score -8045990 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -8046021.000000 Penalty: 5297.616211
	Iteration 31Q: 3 clusters Score -8046021 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -8046081.500000 Penalty: 5297.616211
	Iteration 32Q: 3 clusters Score -8046082 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -8046134.500000 Penalty: 5297.616211
	Iteration 33Q: 3 clusters Score -8046134 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -8046156.500000 Penalty: 5297.616211
	Iteration 34Q: 3 clusters Score -8046156 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -8046181.500000 Penalty: 5297.616211
	Iteration 35Q: 3 clusters Score -8046182 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -8046218.000000 Penalty: 5297.616211
	Iteration 36Q: 3 clusters Score -8046218 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -8046256.000000 Penalty: 5297.616211
	Iteration 37Q: 3 clusters Score -8046256 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -8046276.000000 Penalty: 5297.616211
	Iteration 38Q: 3 clusters Score -8046276 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -8046319.500000 Penalty: 5297.616211
	Iteration 39Q: 3 clusters Score -8046320 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -8046321.000000 Penalty: 5297.616211
	Iteration 40F: 3 clusters Score -8046321 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -8046367.000000 Penalty: 5297.616211
	Iteration 41Q: 3 clusters Score -8046367 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -8046385.000000 Penalty: 5297.616211
	Iteration 42Q: 3 clusters Score -8046385 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -8046407.500000 Penalty: 5297.616211
	Iteration 43Q: 3 clusters Score -8046408 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -8046378.500000 Penalty: 5297.616211
	Iteration 44Q: 3 clusters Score -8046378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -8046391.000000 Penalty: 5297.616211
	Iteration 45Q: 3 clusters Score -8046391 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -8046402.000000 Penalty: 5297.616211
	Iteration 46Q: 3 clusters Score -8046402 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -8046426.500000 Penalty: 5297.616211
	Iteration 47Q: 3 clusters Score -8046426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -8046439.000000 Penalty: 5297.616211
	Iteration 48Q: 3 clusters Score -8046439 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -8046454.000000 Penalty: 5297.616211
	Iteration 49Q: 3 clusters Score -8046454 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -8046467.000000 Penalty: 5297.616211
	Iteration 50Q: 3 clusters Score -8046467 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -8046486.500000 Penalty: 5297.616211
	Iteration 51Q: 3 clusters Score -8046486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -8046496.500000 Penalty: 5297.616211
	Iteration 52Q: 3 clusters Score -8046496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -8046516.000000 Penalty: 5297.616211
	Iteration 53Q: 3 clusters Score -8046516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -8046519.500000 Penalty: 5297.616211
	Iteration 54Q: 3 clusters Score -8046520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -8046516.500000 Penalty: 5297.616211
	Iteration 55Q: 3 clusters Score -8046516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -8046548.000000 Penalty: 5297.616211
	Iteration 56Q: 3 clusters Score -8046548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -8046552.000000 Penalty: 5297.616211
	Iteration 57Q: 3 clusters Score -8046552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -8046558.000000 Penalty: 5297.616211
	Iteration 58Q: 3 clusters Score -8046558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -8046568.000000 Penalty: 5297.616211
	Iteration 59Q: 3 clusters Score -8046568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -8046559.000000 Penalty: 5297.616211
	Iteration 60F: 3 clusters Score -8046559 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8046568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -8046567.500000 Penalty: 5297.616211
	Iteration 62Q: 3 clusters Score -8046568 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -8046577.500000 Penalty: 5297.616211
	Iteration 63Q: 3 clusters Score -8046578 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -8046579.000000 Penalty: 5297.616211
	Iteration 64Q: 3 clusters Score -8046579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -8046585.500000 Penalty: 5297.616211
	Iteration 65Q: 3 clusters Score -8046586 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -8046580.500000 Penalty: 5297.616211
	Iteration 66Q: 3 clusters Score -8046580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8046586 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -8046588.500000 Penalty: 5297.616211
	Iteration 68Q: 3 clusters Score -8046588 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8046580 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -8046587.500000 Penalty: 5297.616211
	Iteration 70Q: 3 clusters Score -8046588 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -8046590.000000 Penalty: 5297.616211
	Iteration 71Q: 3 clusters Score -8046590 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 40939 members 
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	Iteration 72Q: 3 clusters Score -8046586 nChanged 3
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Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8046585 nChanged 3
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Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 40945 members 
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	Iteration 74Q: 3 clusters Score -8046586 nChanged 2
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Mstep: Class 1 contains 2560 members 
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	Iteration 75Q: 3 clusters Score -8046590 nChanged 2
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Mstep: Class 1 contains 2558 members 
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	Iteration 76Q: 3 clusters Score -8046593 nChanged 2
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Mstep: Class 1 contains 2556 members 
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	Iteration 77Q: 3 clusters Score -8046596 nChanged 4
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Mstep: Class 1 contains 2552 members 
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	Iteration 78Q: 3 clusters Score -8046591 nChanged 4
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Mstep: Class 1 contains 2548 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8046601 nChanged 8
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Mstep: Class 1 contains 2540 members 
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Entering Unmasked Estep 
Score: -8046598.000000 Penalty: 5297.616211
	Iteration 80F: 3 clusters Score -8046598 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2531 members 
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	Iteration 81Q: 3 clusters Score -8046604 nChanged 11
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Mstep: Class 1 contains 2520 members 
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	Iteration 82Q: 3 clusters Score -8046608 nChanged 12
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Mstep: Class 1 contains 2510 members 
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	Iteration 83Q: 3 clusters Score -8046602 nChanged 12
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Mstep: Class 1 contains 2500 members 
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	Iteration 84Q: 3 clusters Score -8046587 nChanged 11
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Mstep: Class 1 contains 2489 members 
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	Iteration 85Q: 3 clusters Score -8046593 nChanged 11
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Mstep: Class 1 contains 2478 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8046599 nChanged 6
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Mstep: Class 1 contains 2472 members 
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	Iteration 87Q: 3 clusters Score -8046603 nChanged 5
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Mstep: Class 1 contains 2467 members 
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	Iteration 88Q: 3 clusters Score -8046598 nChanged 6
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Mstep: Class 1 contains 2461 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8046602 nChanged 13
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Mstep: Class 1 contains 2448 members 
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	Iteration 90Q: 3 clusters Score -8046605 nChanged 15
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Mstep: Class 1 contains 2433 members 
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	Iteration 91Q: 3 clusters Score -8046600 nChanged 16
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Mstep: Class 1 contains 2417 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8046610 nChanged 21
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Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8046596 nChanged 19
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Mstep: Class 1 contains 2377 members 
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	Iteration 94Q: 3 clusters Score -8046596 nChanged 10
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Mstep: Class 1 contains 2367 members 
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	Iteration 95Q: 3 clusters Score -8046600 nChanged 16
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	Iteration 96Q: 3 clusters Score -8046600 nChanged 7
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Entering Unmasked Estep 
Score: -8046614.000000 Penalty: 5297.616211
	Iteration 97Q: 3 clusters Score -8046614 nChanged 7
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Entering Unmasked Estep 
Score: -8046614.500000 Penalty: 5297.616211
	Iteration 98Q: 3 clusters Score -8046614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -8046610.500000 Penalty: 5297.616211
	Iteration 99Q: 3 clusters Score -8046610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -8046617.500000 Penalty: 5297.616211
	Iteration 100F: 3 clusters Score -8046618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -8046611.000000 Penalty: 5297.616211
	Iteration 101Q: 3 clusters Score -8046611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -8046626.000000 Penalty: 5297.616211
	Iteration 102Q: 3 clusters Score -8046626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -8046629.000000 Penalty: 5297.616211
	Iteration 103Q: 3 clusters Score -8046629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -8046632.000000 Penalty: 5297.616211
	Iteration 104Q: 3 clusters Score -8046632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -8046626.500000 Penalty: 5297.616211
	Iteration 105Q: 3 clusters Score -8046626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -8046626.500000 Penalty: 5297.616211
	Iteration 106Q: 3 clusters Score -8046626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -8046628.500000 Penalty: 5297.616211
	Iteration 107Q: 3 clusters Score -8046628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -8046634.500000 Penalty: 5297.616211
	Iteration 108Q: 3 clusters Score -8046634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -8046633.000000 Penalty: 5297.616211
	Iteration 109Q: 3 clusters Score -8046633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -8046633.000000 Penalty: 5297.616211
	Iteration 110F: 3 clusters Score -8046633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Entering Unmasked Estep 
Score: -10124017.000000 Penalty: 2703.125244
	Iteration 0F: 2 clusters Score -1.012402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -10093754.000000 Penalty: 5406.250488
	Iteration 0F: 3 clusters Score -1.009375e+07 nChanged 25172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -10107694.000000 Penalty: 5406.250488
	Iteration 1F: 3 clusters Score -1.010769e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -10108224.000000 Penalty: 5406.250488
	Iteration 2Q: 3 clusters Score -1.010822e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -10108721.000000 Penalty: 5406.250488
	Iteration 3Q: 3 clusters Score -1.010872e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -10109140.000000 Penalty: 5406.250488
	Iteration 4Q: 3 clusters Score -1.010914e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -10109594.000000 Penalty: 5406.250488
	Iteration 5Q: 3 clusters Score -1.010959e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -10110065.000000 Penalty: 5406.250488
	Iteration 6Q: 3 clusters Score -1.011006e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -10110617.000000 Penalty: 5406.250488
	Iteration 7Q: 3 clusters Score -1.011062e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -10111465.000000 Penalty: 5406.250488
	Iteration 8Q: 3 clusters Score -1.011146e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -10112706.000000 Penalty: 5406.250488
	Iteration 9Q: 3 clusters Score -1.011271e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -10114345.000000 Penalty: 5406.250488
	Iteration 10F: 3 clusters Score -1.011434e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -10116417.000000 Penalty: 5406.250488
	Iteration 11F: 3 clusters Score -1.011642e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -10118803.000000 Penalty: 5406.250488
	Iteration 12F: 3 clusters Score -1.01188e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -10120524.000000 Penalty: 5406.250488
	Iteration 13F: 3 clusters Score -1.012052e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -10121341.000000 Penalty: 5406.250488
	Iteration 14Q: 3 clusters Score -1.012134e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -10121696.000000 Penalty: 5406.250488
	Iteration 15Q: 3 clusters Score -1.01217e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -10121881.000000 Penalty: 5406.250488
	Iteration 16Q: 3 clusters Score -1.012188e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -10121971.000000 Penalty: 5406.250488
	Iteration 17Q: 3 clusters Score -1.012197e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -10122053.000000 Penalty: 5406.250488
	Iteration 18Q: 3 clusters Score -1.012205e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -10122116.000000 Penalty: 5406.250488
	Iteration 19Q: 3 clusters Score -1.012212e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -10122284.000000 Penalty: 5406.250488
	Iteration 20F: 3 clusters Score -1.012228e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -10122469.000000 Penalty: 5406.250488
	Iteration 21Q: 3 clusters Score -1.012247e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -10122701.000000 Penalty: 5406.250488
	Iteration 22Q: 3 clusters Score -1.01227e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -10122814.000000 Penalty: 5406.250488
	Iteration 23Q: 3 clusters Score -1.012281e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -10122918.000000 Penalty: 5406.250488
	Iteration 24Q: 3 clusters Score -1.012292e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -10122923.000000 Penalty: 5406.250488
	Iteration 25Q: 3 clusters Score -1.012292e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -10122773.000000 Penalty: 5406.250488
	Iteration 26Q: 3 clusters Score -1.012277e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -10122376.000000 Penalty: 5406.250488
	Iteration 27Q: 3 clusters Score -1.012238e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -10122048.000000 Penalty: 5406.250488
	Iteration 28Q: 3 clusters Score -1.012205e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -10121902.000000 Penalty: 5406.250488
	Iteration 29Q: 3 clusters Score -1.01219e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -10121717.000000 Penalty: 5406.250488
	Iteration 30Q: 3 clusters Score -1.012172e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -10121683.000000 Penalty: 5406.250488
	Iteration 31Q: 3 clusters Score -1.012168e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 53375 members 
Entering Unmasked Estep 
Score: -10121683.000000 Penalty: 5406.250488
	Iteration 32Q: 3 clusters Score -1.012168e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -10121680.000000 Penalty: 5406.250488
	Iteration 33Q: 3 clusters Score -1.012168e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -10121680.000000 Penalty: 5406.250488
	Iteration 34Q: 3 clusters Score -1.012168e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -10121681.000000 Penalty: 5406.250488
	Iteration 35Q: 3 clusters Score -1.012168e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 53734 members 
Entering Unmasked Estep 
Score: -10121694.000000 Penalty: 5406.250488
	Iteration 36Q: 3 clusters Score -1.012169e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -10121714.000000 Penalty: 5406.250488
	Iteration 37Q: 3 clusters Score -1.012171e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -10121709.000000 Penalty: 5406.250488
	Iteration 38Q: 3 clusters Score -1.012171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -10121715.000000 Penalty: 5406.250488
	Iteration 39Q: 3 clusters Score -1.012172e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -10121767.000000 Penalty: 5406.250488
	Iteration 40F: 3 clusters Score -1.012177e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -10121768.000000 Penalty: 5406.250488
	Iteration 41Q: 3 clusters Score -1.012177e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 53873 members 
Entering Unmasked Estep 
Score: -10121785.000000 Penalty: 5406.250488
	Iteration 42Q: 3 clusters Score -1.012178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -10121805.000000 Penalty: 5406.250488
	Iteration 43Q: 3 clusters Score -1.01218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -10121811.000000 Penalty: 5406.250488
	Iteration 44Q: 3 clusters Score -1.012181e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -10121812.000000 Penalty: 5406.250488
	Iteration 45Q: 3 clusters Score -1.012181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -10121808.000000 Penalty: 5406.250488
	Iteration 46Q: 3 clusters Score -1.012181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -10121808.000000 Penalty: 5406.250488
	Iteration 47F: 3 clusters Score -1.012181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Entering Unmasked Estep 
Score: -7977528.500000 Penalty: 2647.985596
	Iteration 0F: 2 clusters Score -7977528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -7948494.500000 Penalty: 5295.971191
	Iteration 0F: 3 clusters Score -7948494 nChanged 19966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -7959460.500000 Penalty: 5295.971191
	Iteration 1F: 3 clusters Score -7959460 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -7959957.500000 Penalty: 5295.971191
	Iteration 2Q: 3 clusters Score -7959958 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -7960505.000000 Penalty: 5295.971191
	Iteration 3Q: 3 clusters Score -7960505 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -7961140.500000 Penalty: 5295.971191
	Iteration 4Q: 3 clusters Score -7961140 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -7962135.000000 Penalty: 5295.971191
	Iteration 5Q: 3 clusters Score -7962135 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -7963712.000000 Penalty: 5295.971191
	Iteration 6F: 3 clusters Score -7963712 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -7966107.500000 Penalty: 5295.971191
	Iteration 7F: 3 clusters Score -7966108 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -7968886.500000 Penalty: 5295.971191
	Iteration 8F: 3 clusters Score -7968886 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -7971586.000000 Penalty: 5295.971191
	Iteration 9F: 3 clusters Score -7971586 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -7973692.500000 Penalty: 5295.971191
	Iteration 10Q: 3 clusters Score -7973692 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -7974841.500000 Penalty: 5295.971191
	Iteration 11Q: 3 clusters Score -7974842 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -7975300.000000 Penalty: 5295.971191
	Iteration 12Q: 3 clusters Score -7975300 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -7975447.500000 Penalty: 5295.971191
	Iteration 13Q: 3 clusters Score -7975448 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -7975568.500000 Penalty: 5295.971191
	Iteration 14Q: 3 clusters Score -7975568 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -7975634.000000 Penalty: 5295.971191
	Iteration 15Q: 3 clusters Score -7975634 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -7975704.000000 Penalty: 5295.971191
	Iteration 16Q: 3 clusters Score -7975704 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -7975756.500000 Penalty: 5295.971191
	Iteration 17Q: 3 clusters Score -7975756 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -7975780.000000 Penalty: 5295.971191
	Iteration 18Q: 3 clusters Score -7975780 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -7975823.000000 Penalty: 5295.971191
	Iteration 19Q: 3 clusters Score -7975823 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -7975840.000000 Penalty: 5295.971191
	Iteration 20F: 3 clusters Score -7975840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -7975853.500000 Penalty: 5295.971191
	Iteration 21Q: 3 clusters Score -7975854 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -7975875.000000 Penalty: 5295.971191
	Iteration 22Q: 3 clusters Score -7975875 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -7975889.500000 Penalty: 5295.971191
	Iteration 23Q: 3 clusters Score -7975890 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -7975913.500000 Penalty: 5295.971191
	Iteration 24Q: 3 clusters Score -7975914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -7975928.500000 Penalty: 5295.971191
	Iteration 25Q: 3 clusters Score -7975928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -7975934.000000 Penalty: 5295.971191
	Iteration 26Q: 3 clusters Score -7975934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -7975933.500000 Penalty: 5295.971191
	Iteration 27Q: 3 clusters Score -7975934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -7975934.000000 Penalty: 5295.971191
	Iteration 28Q: 3 clusters Score -7975934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -7975937.000000 Penalty: 5295.971191
	Iteration 29Q: 3 clusters Score -7975937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -7975939.000000 Penalty: 5295.971191
	Iteration 30Q: 3 clusters Score -7975939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -7975943.000000 Penalty: 5295.971191
	Iteration 31Q: 3 clusters Score -7975943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -7975942.500000 Penalty: 5295.971191
	Iteration 32Q: 3 clusters Score -7975942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -7975938.500000 Penalty: 5295.971191
	Iteration 33Q: 3 clusters Score -7975938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -7975940.500000 Penalty: 5295.971191
	Iteration 34Q: 3 clusters Score -7975940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -7975953.000000 Penalty: 5295.971191
	Iteration 35Q: 3 clusters Score -7975953 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -7975948.000000 Penalty: 5295.971191
	Iteration 36Q: 3 clusters Score -7975948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -7975940.500000 Penalty: 5295.971191
	Iteration 37Q: 3 clusters Score -7975940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -7975944.500000 Penalty: 5295.971191
	Iteration 38Q: 3 clusters Score -7975944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -7975950.000000 Penalty: 5295.971191
	Iteration 39Q: 3 clusters Score -7975950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -7975946.000000 Penalty: 5295.971191
	Iteration 40F: 3 clusters Score -7975946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -7975959.500000 Penalty: 5295.971191
	Iteration 41Q: 3 clusters Score -7975960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -7975944.500000 Penalty: 5295.971191
	Iteration 42Q: 3 clusters Score -7975944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -7975943.000000 Penalty: 5295.971191
	Iteration 43Q: 3 clusters Score -7975943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -7975951.500000 Penalty: 5295.971191
	Iteration 44Q: 3 clusters Score -7975952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -7975944.000000 Penalty: 5295.971191
	Iteration 45Q: 3 clusters Score -7975944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -7975941.500000 Penalty: 5295.971191
	Iteration 46Q: 3 clusters Score -7975942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -7975938.000000 Penalty: 5295.971191
	Iteration 47Q: 3 clusters Score -7975938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -7975955.000000 Penalty: 5295.971191
	Iteration 48Q: 3 clusters Score -7975955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -7975952.500000 Penalty: 5295.971191
	Iteration 49Q: 3 clusters Score -7975952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -7975952.500000 Penalty: 5295.971191
	Iteration 50Q: 3 clusters Score -7975952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -7975955.000000 Penalty: 5295.971191
	Iteration 51Q: 3 clusters Score -7975955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -7975965.500000 Penalty: 5295.971191
	Iteration 52Q: 3 clusters Score -7975966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -7975968.000000 Penalty: 5295.971191
	Iteration 53Q: 3 clusters Score -7975968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -7975962.500000 Penalty: 5295.971191
	Iteration 54Q: 3 clusters Score -7975962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -7975959.000000 Penalty: 5295.971191
	Iteration 55Q: 3 clusters Score -7975959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -7975973.500000 Penalty: 5295.971191
	Iteration 56Q: 3 clusters Score -7975974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -7975972.500000 Penalty: 5295.971191
	Iteration 57Q: 3 clusters Score -7975972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -7975971.500000 Penalty: 5295.971191
	Iteration 58Q: 3 clusters Score -7975972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -7975979.000000 Penalty: 5295.971191
	Iteration 59Q: 3 clusters Score -7975979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -7975991.000000 Penalty: 5295.971191
	Iteration 60F: 3 clusters Score -7975991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -7975989.500000 Penalty: 5295.971191
	Iteration 61Q: 3 clusters Score -7975990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -7975996.000000 Penalty: 5295.971191
	Iteration 62Q: 3 clusters Score -7975996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -7975996.500000 Penalty: 5295.971191
	Iteration 63Q: 3 clusters Score -7975996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -7975996.500000 Penalty: 5295.971191
	Iteration 64Q: 3 clusters Score -7975996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -7976000.000000 Penalty: 5295.971191
	Iteration 65Q: 3 clusters Score -7976000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -7975997.500000 Penalty: 5295.971191
	Iteration 66Q: 3 clusters Score -7975998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -7975997.000000 Penalty: 5295.971191
	Iteration 67Q: 3 clusters Score -7975997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -7975997.000000 Penalty: 5295.971191
	Iteration 68Q: 3 clusters Score -7975997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -7975997.500000 Penalty: 5295.971191
	Iteration 69Q: 3 clusters Score -7975998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -7975984.500000 Penalty: 5295.971191
	Iteration 70Q: 3 clusters Score -7975984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -7975986.500000 Penalty: 5295.971191
	Iteration 71Q: 3 clusters Score -7975986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -7975987.500000 Penalty: 5295.971191
	Iteration 72Q: 3 clusters Score -7975988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -7975987.500000 Penalty: 5295.971191
	Iteration 73F: 3 clusters Score -7975988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -86041.710938 Penalty: 1535.198242
	Iteration 0F: 2 clusters Score -86041.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -84566.375000 Penalty: 3070.396484
	Iteration 0F: 3 clusters Score -84566.38 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -84799.601562 Penalty: 3070.396484
	Iteration 1F: 3 clusters Score -84799.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84887.539062 Penalty: 3070.396484
	Iteration 2F: 3 clusters Score -84887.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84923.039062 Penalty: 3070.396484
	Iteration 3Q: 3 clusters Score -84923.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84948.742188 Penalty: 3070.396484
	Iteration 4Q: 3 clusters Score -84948.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84969.023438 Penalty: 3070.396484
	Iteration 5Q: 3 clusters Score -84969.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84977.257812 Penalty: 3070.396484
	Iteration 6Q: 3 clusters Score -84977.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84982.484375 Penalty: 3070.396484
	Iteration 7Q: 3 clusters Score -84982.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -84989.531250 Penalty: 3070.396484
	Iteration 8Q: 3 clusters Score -84989.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85010.039062 Penalty: 3070.396484
	Iteration 9Q: 3 clusters Score -85010.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85017.000000 Penalty: 3070.396484
	Iteration 10Q: 3 clusters Score -85017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -85017.000000 Penalty: 3070.396484
	Iteration 11F: 3 clusters Score -85017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Entering Unmasked Estep 
Score: -7626190.500000 Penalty: 2635.873291
	Iteration 0F: 2 clusters Score -7626190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -7598412.000000 Penalty: 5271.746582
	Iteration 0F: 3 clusters Score -7598412 nChanged 19094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -7608836.500000 Penalty: 5271.746582
	Iteration 1F: 3 clusters Score -7608836 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -7609233.000000 Penalty: 5271.746582
	Iteration 2Q: 3 clusters Score -7609233 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -7609561.000000 Penalty: 5271.746582
	Iteration 3Q: 3 clusters Score -7609561 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -7609800.500000 Penalty: 5271.746582
	Iteration 4Q: 3 clusters Score -7609800 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -7609985.000000 Penalty: 5271.746582
	Iteration 5Q: 3 clusters Score -7609985 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -7610140.500000 Penalty: 5271.746582
	Iteration 6Q: 3 clusters Score -7610140 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -7610233.500000 Penalty: 5271.746582
	Iteration 7Q: 3 clusters Score -7610234 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -7610340.000000 Penalty: 5271.746582
	Iteration 8Q: 3 clusters Score -7610340 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -7610461.000000 Penalty: 5271.746582
	Iteration 9Q: 3 clusters Score -7610461 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -7610539.500000 Penalty: 5271.746582
	Iteration 10Q: 3 clusters Score -7610540 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -7610632.000000 Penalty: 5271.746582
	Iteration 11Q: 3 clusters Score -7610632 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -7610767.500000 Penalty: 5271.746582
	Iteration 12Q: 3 clusters Score -7610768 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -7610880.500000 Penalty: 5271.746582
	Iteration 13Q: 3 clusters Score -7610880 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -7610999.000000 Penalty: 5271.746582
	Iteration 14Q: 3 clusters Score -7610999 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -7611175.500000 Penalty: 5271.746582
	Iteration 15Q: 3 clusters Score -7611176 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -7611447.500000 Penalty: 5271.746582
	Iteration 16Q: 3 clusters Score -7611448 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -7611884.000000 Penalty: 5271.746582
	Iteration 17Q: 3 clusters Score -7611884 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -7612616.000000 Penalty: 5271.746582
	Iteration 18Q: 3 clusters Score -7612616 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -7613895.000000 Penalty: 5271.746582
	Iteration 19F: 3 clusters Score -7613895 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -7615893.500000 Penalty: 5271.746582
	Iteration 20F: 3 clusters Score -7615894 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -7618453.000000 Penalty: 5271.746582
	Iteration 21F: 3 clusters Score -7618453 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -7621034.000000 Penalty: 5271.746582
	Iteration 22F: 3 clusters Score -7621034 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -7622616.500000 Penalty: 5271.746582
	Iteration 23Q: 3 clusters Score -7622616 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -7623311.000000 Penalty: 5271.746582
	Iteration 24Q: 3 clusters Score -7623311 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -7623608.000000 Penalty: 5271.746582
	Iteration 25Q: 3 clusters Score -7623608 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -7623740.000000 Penalty: 5271.746582
	Iteration 26Q: 3 clusters Score -7623740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -7623786.500000 Penalty: 5271.746582
	Iteration 27Q: 3 clusters Score -7623786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -7623819.000000 Penalty: 5271.746582
	Iteration 28Q: 3 clusters Score -7623819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -7623837.000000 Penalty: 5271.746582
	Iteration 29Q: 3 clusters Score -7623837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -7623850.500000 Penalty: 5271.746582
	Iteration 30Q: 3 clusters Score -7623850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -7623864.500000 Penalty: 5271.746582
	Iteration 31Q: 3 clusters Score -7623864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -7623875.000000 Penalty: 5271.746582
	Iteration 32Q: 3 clusters Score -7623875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -7623881.000000 Penalty: 5271.746582
	Iteration 33Q: 3 clusters Score -7623881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -7623879.000000 Penalty: 5271.746582
	Iteration 34Q: 3 clusters Score -7623879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -7623879.000000 Penalty: 5271.746582
	Iteration 35F: 3 clusters Score -7623879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Entering Unmasked Estep 
Score: -6632549.000000 Penalty: 2600.869873
	Iteration 0F: 2 clusters Score -6632549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -6608259.500000 Penalty: 5201.739746
	Iteration 0F: 3 clusters Score -6608260 nChanged 16306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -6617403.500000 Penalty: 5201.739746
	Iteration 1F: 3 clusters Score -6617404 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -6618286.000000 Penalty: 5201.739746
	Iteration 2F: 3 clusters Score -6618286 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -6619273.500000 Penalty: 5201.739746
	Iteration 3F: 3 clusters Score -6619274 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -6620506.500000 Penalty: 5201.739746
	Iteration 4F: 3 clusters Score -6620506 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -6622185.000000 Penalty: 5201.739746
	Iteration 5F: 3 clusters Score -6622185 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -6624366.000000 Penalty: 5201.739746
	Iteration 6F: 3 clusters Score -6624366 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -6626853.500000 Penalty: 5201.739746
	Iteration 7F: 3 clusters Score -6626854 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -6628881.000000 Penalty: 5201.739746
	Iteration 8F: 3 clusters Score -6628881 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -6629847.500000 Penalty: 5201.739746
	Iteration 9Q: 3 clusters Score -6629848 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -6630124.000000 Penalty: 5201.739746
	Iteration 10Q: 3 clusters Score -6630124 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -6630246.500000 Penalty: 5201.739746
	Iteration 11Q: 3 clusters Score -6630246 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -6630310.500000 Penalty: 5201.739746
	Iteration 12Q: 3 clusters Score -6630310 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -6630361.500000 Penalty: 5201.739746
	Iteration 13Q: 3 clusters Score -6630362 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -6630377.500000 Penalty: 5201.739746
	Iteration 14Q: 3 clusters Score -6630378 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -6630386.000000 Penalty: 5201.739746
	Iteration 15Q: 3 clusters Score -6630386 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -6630400.500000 Penalty: 5201.739746
	Iteration 16Q: 3 clusters Score -6630400 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -6630410.000000 Penalty: 5201.739746
	Iteration 17Q: 3 clusters Score -6630410 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -6630431.500000 Penalty: 5201.739746
	Iteration 18Q: 3 clusters Score -6630432 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -6630443.500000 Penalty: 5201.739746
	Iteration 19Q: 3 clusters Score -6630444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -6630450.000000 Penalty: 5201.739746
	Iteration 20F: 3 clusters Score -6630450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -6630476.500000 Penalty: 5201.739746
	Iteration 21Q: 3 clusters Score -6630476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -6630489.000000 Penalty: 5201.739746
	Iteration 22Q: 3 clusters Score -6630489 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -6630497.000000 Penalty: 5201.739746
	Iteration 23Q: 3 clusters Score -6630497 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -6630501.000000 Penalty: 5201.739746
	Iteration 24Q: 3 clusters Score -6630501 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -6630504.500000 Penalty: 5201.739746
	Iteration 25Q: 3 clusters Score -6630504 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -6630524.000000 Penalty: 5201.739746
	Iteration 26Q: 3 clusters Score -6630524 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -6630532.500000 Penalty: 5201.739746
	Iteration 27Q: 3 clusters Score -6630532 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -6630536.500000 Penalty: 5201.739746
	Iteration 28Q: 3 clusters Score -6630536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -6630537.000000 Penalty: 5201.739746
	Iteration 29Q: 3 clusters Score -6630537 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -6630538.000000 Penalty: 5201.739746
	Iteration 30Q: 3 clusters Score -6630538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -6630547.000000 Penalty: 5201.739746
	Iteration 31Q: 3 clusters Score -6630547 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -6630573.500000 Penalty: 5201.739746
	Iteration 32Q: 3 clusters Score -6630574 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -6630586.500000 Penalty: 5201.739746
	Iteration 33Q: 3 clusters Score -6630586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -6630584.500000 Penalty: 5201.739746
	Iteration 34Q: 3 clusters Score -6630584 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -6630593.000000 Penalty: 5201.739746
	Iteration 35Q: 3 clusters Score -6630593 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -6630607.500000 Penalty: 5201.739746
	Iteration 36Q: 3 clusters Score -6630608 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -6630616.500000 Penalty: 5201.739746
	Iteration 37Q: 3 clusters Score -6630616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -6630622.000000 Penalty: 5201.739746
	Iteration 38Q: 3 clusters Score -6630622 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -6630633.000000 Penalty: 5201.739746
	Iteration 39Q: 3 clusters Score -6630633 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -6630648.000000 Penalty: 5201.739746
	Iteration 40F: 3 clusters Score -6630648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -6630643.500000 Penalty: 5201.739746
	Iteration 41Q: 3 clusters Score -6630644 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -6630652.000000 Penalty: 5201.739746
	Iteration 42Q: 3 clusters Score -6630652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -6630664.000000 Penalty: 5201.739746
	Iteration 43Q: 3 clusters Score -6630664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -6630676.500000 Penalty: 5201.739746
	Iteration 44Q: 3 clusters Score -6630676 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -6630672.000000 Penalty: 5201.739746
	Iteration 45Q: 3 clusters Score -6630672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -6630679.000000 Penalty: 5201.739746
	Iteration 46Q: 3 clusters Score -6630679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -6630679.000000 Penalty: 5201.739746
	Iteration 47Q: 3 clusters Score -6630679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -6630682.500000 Penalty: 5201.739746
	Iteration 48Q: 3 clusters Score -6630682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -6630682.000000 Penalty: 5201.739746
	Iteration 49Q: 3 clusters Score -6630682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -6630691.000000 Penalty: 5201.739746
	Iteration 50Q: 3 clusters Score -6630691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -6630701.000000 Penalty: 5201.739746
	Iteration 51Q: 3 clusters Score -6630701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -6630704.000000 Penalty: 5201.739746
	Iteration 52Q: 3 clusters Score -6630704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -6630708.500000 Penalty: 5201.739746
	Iteration 53Q: 3 clusters Score -6630708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -6630702.000000 Penalty: 5201.739746
	Iteration 54Q: 3 clusters Score -6630702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -6630718.500000 Penalty: 5201.739746
	Iteration 55Q: 3 clusters Score -6630718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -6630723.000000 Penalty: 5201.739746
	Iteration 56Q: 3 clusters Score -6630723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -6630726.500000 Penalty: 5201.739746
	Iteration 57Q: 3 clusters Score -6630726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -6630726.000000 Penalty: 5201.739746
	Iteration 58Q: 3 clusters Score -6630726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -6630734.500000 Penalty: 5201.739746
	Iteration 59Q: 3 clusters Score -6630734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -6630737.500000 Penalty: 5201.739746
	Iteration 60F: 3 clusters Score -6630738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -6630727.000000 Penalty: 5201.739746
	Iteration 61Q: 3 clusters Score -6630727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -6630717.500000 Penalty: 5201.739746
	Iteration 62Q: 3 clusters Score -6630718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -6630712.500000 Penalty: 5201.739746
	Iteration 63Q: 3 clusters Score -6630712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -6630714.000000 Penalty: 5201.739746
	Iteration 64Q: 3 clusters Score -6630714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -6630728.500000 Penalty: 5201.739746
	Iteration 65Q: 3 clusters Score -6630728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -6630731.500000 Penalty: 5201.739746
	Iteration 66Q: 3 clusters Score -6630732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -6630735.500000 Penalty: 5201.739746
	Iteration 67Q: 3 clusters Score -6630736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -6630740.000000 Penalty: 5201.739746
	Iteration 68Q: 3 clusters Score -6630740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -6630729.500000 Penalty: 5201.739746
	Iteration 69Q: 3 clusters Score -6630730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -6630730.000000 Penalty: 5201.739746
	Iteration 70Q: 3 clusters Score -6630730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -6630732.500000 Penalty: 5201.739746
	Iteration 71Q: 3 clusters Score -6630732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -6630732.500000 Penalty: 5201.739746
	Iteration 72Q: 3 clusters Score -6630732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -6630730.000000 Penalty: 5201.739746
	Iteration 73Q: 3 clusters Score -6630730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -6630722.500000 Penalty: 5201.739746
	Iteration 74Q: 3 clusters Score -6630722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -6630721.000000 Penalty: 5201.739746
	Iteration 75Q: 3 clusters Score -6630721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -6630720.500000 Penalty: 5201.739746
	Iteration 76Q: 3 clusters Score -6630720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -6630722.500000 Penalty: 5201.739746
	Iteration 77Q: 3 clusters Score -6630722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -6630717.500000 Penalty: 5201.739746
	Iteration 78Q: 3 clusters Score -6630718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -6630718.500000 Penalty: 5201.739746
	Iteration 79Q: 3 clusters Score -6630718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -6630722.500000 Penalty: 5201.739746
	Iteration 80F: 3 clusters Score -6630722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -6630718.000000 Penalty: 5201.739746
	Iteration 81Q: 3 clusters Score -6630718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -6630727.000000 Penalty: 5201.739746
	Iteration 82Q: 3 clusters Score -6630727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -6630726.500000 Penalty: 5201.739746
	Iteration 83Q: 3 clusters Score -6630726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -6630725.500000 Penalty: 5201.739746
	Iteration 84Q: 3 clusters Score -6630726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -6630727.000000 Penalty: 5201.739746
	Iteration 85Q: 3 clusters Score -6630727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -6630731.000000 Penalty: 5201.739746
	Iteration 86Q: 3 clusters Score -6630731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -6630721.000000 Penalty: 5201.739746
	Iteration 87Q: 3 clusters Score -6630721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -6630721.000000 Penalty: 5201.739746
	Iteration 88Q: 3 clusters Score -6630721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -6630723.000000 Penalty: 5201.739746
	Iteration 89Q: 3 clusters Score -6630723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -6630719.000000 Penalty: 5201.739746
	Iteration 90Q: 3 clusters Score -6630719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -6630719.000000 Penalty: 5201.739746
	Iteration 91Q: 3 clusters Score -6630719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -6630715.500000 Penalty: 5201.739746
	Iteration 92Q: 3 clusters Score -6630716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -6630720.500000 Penalty: 5201.739746
	Iteration 93Q: 3 clusters Score -6630720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -6630725.500000 Penalty: 5201.739746
	Iteration 94Q: 3 clusters Score -6630726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -6630724.000000 Penalty: 5201.739746
	Iteration 95Q: 3 clusters Score -6630724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -6630725.000000 Penalty: 5201.739746
	Iteration 96Q: 3 clusters Score -6630725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -6630730.500000 Penalty: 5201.739746
	Iteration 97Q: 3 clusters Score -6630730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -6630727.000000 Penalty: 5201.739746
	Iteration 98Q: 3 clusters Score -6630727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -6630723.500000 Penalty: 5201.739746
	Iteration 99Q: 3 clusters Score -6630724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -6630722.500000 Penalty: 5201.739746
	Iteration 100F: 3 clusters Score -6630722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -6630733.500000 Penalty: 5201.739746
	Iteration 101Q: 3 clusters Score -6630734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -6630729.500000 Penalty: 5201.739746
	Iteration 102Q: 3 clusters Score -6630730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -6630732.500000 Penalty: 5201.739746
	Iteration 103Q: 3 clusters Score -6630732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -6630728.000000 Penalty: 5201.739746
	Iteration 104Q: 3 clusters Score -6630728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -6630738.500000 Penalty: 5201.739746
	Iteration 105Q: 3 clusters Score -6630738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -6630738.000000 Penalty: 5201.739746
	Iteration 106Q: 3 clusters Score -6630738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -6630739.000000 Penalty: 5201.739746
	Iteration 107Q: 3 clusters Score -6630739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -6630739.500000 Penalty: 5201.739746
	Iteration 108Q: 3 clusters Score -6630740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -6630734.000000 Penalty: 5201.739746
	Iteration 109Q: 3 clusters Score -6630734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -6630742.000000 Penalty: 5201.739746
	Iteration 110Q: 3 clusters Score -6630742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -6630740.500000 Penalty: 5201.739746
	Iteration 111Q: 3 clusters Score -6630740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -6630736.500000 Penalty: 5201.739746
	Iteration 112Q: 3 clusters Score -6630736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -6630731.000000 Penalty: 5201.739746
	Iteration 113Q: 3 clusters Score -6630731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -6630733.500000 Penalty: 5201.739746
	Iteration 114Q: 3 clusters Score -6630734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -6630741.000000 Penalty: 5201.739746
	Iteration 115Q: 3 clusters Score -6630741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -6630742.500000 Penalty: 5201.739746
	Iteration 116Q: 3 clusters Score -6630742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -6630739.000000 Penalty: 5201.739746
	Iteration 117Q: 3 clusters Score -6630739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -6630734.000000 Penalty: 5201.739746
	Iteration 118Q: 3 clusters Score -6630734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -6630748.000000 Penalty: 5201.739746
	Iteration 119Q: 3 clusters Score -6630748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -6630751.000000 Penalty: 5201.739746
	Iteration 120F: 3 clusters Score -6630751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -6630750.500000 Penalty: 5201.739746
	Iteration 121Q: 3 clusters Score -6630750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -6630747.500000 Penalty: 5201.739746
	Iteration 122Q: 3 clusters Score -6630748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -6630751.000000 Penalty: 5201.739746
	Iteration 123Q: 3 clusters Score -6630751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -6630755.000000 Penalty: 5201.739746
	Iteration 124Q: 3 clusters Score -6630755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -6630752.000000 Penalty: 5201.739746
	Iteration 125Q: 3 clusters Score -6630752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -6630760.500000 Penalty: 5201.739746
	Iteration 126Q: 3 clusters Score -6630760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -6630761.500000 Penalty: 5201.739746
	Iteration 127Q: 3 clusters Score -6630762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -6630758.500000 Penalty: 5201.739746
	Iteration 128Q: 3 clusters Score -6630758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -6630758.500000 Penalty: 5201.739746
	Iteration 129Q: 3 clusters Score -6630758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -6630767.500000 Penalty: 5201.739746
	Iteration 130Q: 3 clusters Score -6630768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -6630778.000000 Penalty: 5201.739746
	Iteration 131Q: 3 clusters Score -6630778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -6630777.000000 Penalty: 5201.739746
	Iteration 132Q: 3 clusters Score -6630777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -6630784.000000 Penalty: 5201.739746
	Iteration 133Q: 3 clusters Score -6630784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -6630784.000000 Penalty: 5201.739746
	Iteration 134Q: 3 clusters Score -6630784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -6630795.000000 Penalty: 5201.739746
	Iteration 135Q: 3 clusters Score -6630795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -6630793.000000 Penalty: 5201.739746
	Iteration 136Q: 3 clusters Score -6630793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -6630793.000000 Penalty: 5201.739746
	Iteration 137Q: 3 clusters Score -6630793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -6630805.000000 Penalty: 5201.739746
	Iteration 138Q: 3 clusters Score -6630805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -6630805.000000 Penalty: 5201.739746
	Iteration 139Q: 3 clusters Score -6630805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -6630804.500000 Penalty: 5201.739746
	Iteration 140F: 3 clusters Score -6630804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -6630793.500000 Penalty: 5201.739746
	Iteration 141Q: 3 clusters Score -6630794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -6630791.000000 Penalty: 5201.739746
	Iteration 142Q: 3 clusters Score -6630791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -6630792.500000 Penalty: 5201.739746
	Iteration 143Q: 3 clusters Score -6630792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -6630790.000000 Penalty: 5201.739746
	Iteration 144Q: 3 clusters Score -6630790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -6630797.000000 Penalty: 5201.739746
	Iteration 145Q: 3 clusters Score -6630797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -6630792.500000 Penalty: 5201.739746
	Iteration 146Q: 3 clusters Score -6630792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -6630797.500000 Penalty: 5201.739746
	Iteration 147Q: 3 clusters Score -6630798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -6630799.000000 Penalty: 5201.739746
	Iteration 148Q: 3 clusters Score -6630799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -6630808.500000 Penalty: 5201.739746
	Iteration 149Q: 3 clusters Score -6630808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -6630806.000000 Penalty: 5201.739746
	Iteration 150Q: 3 clusters Score -6630806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -6630813.000000 Penalty: 5201.739746
	Iteration 151Q: 3 clusters Score -6630813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -6630812.000000 Penalty: 5201.739746
	Iteration 152Q: 3 clusters Score -6630812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -6630810.000000 Penalty: 5201.739746
	Iteration 153Q: 3 clusters Score -6630810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 30265 members 
Entering Unmasked Estep 
Score: -6630813.500000 Penalty: 5201.739746
	Iteration 154Q: 3 clusters Score -6630814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -6630801.500000 Penalty: 5201.739746
	Iteration 155Q: 3 clusters Score -6630802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -6630807.000000 Penalty: 5201.739746
	Iteration 156Q: 3 clusters Score -6630807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -6630802.000000 Penalty: 5201.739746
	Iteration 157Q: 3 clusters Score -6630802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -6630814.500000 Penalty: 5201.739746
	Iteration 158Q: 3 clusters Score -6630814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -6630818.500000 Penalty: 5201.739746
	Iteration 159Q: 3 clusters Score -6630818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 30293 members 
Entering Unmasked Estep 
Score: -6630817.000000 Penalty: 5201.739746
	Iteration 160F: 3 clusters Score -6630817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -6630826.500000 Penalty: 5201.739746
	Iteration 161Q: 3 clusters Score -6630826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -6630825.000000 Penalty: 5201.739746
	Iteration 162Q: 3 clusters Score -6630825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -6630825.000000 Penalty: 5201.739746
	Iteration 163F: 3 clusters Score -6630825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Entering Unmasked Estep 
Score: -74022.656250 Penalty: 1509.520142
	Iteration 0F: 2 clusters Score -74022.66 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 234 members 
Entering Unmasked Estep 
Score: -72648.703125 Penalty: 3019.040283
	Iteration 0F: 3 clusters Score -72648.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72861.242188 Penalty: 3019.040283
	Iteration 1F: 3 clusters Score -72861.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -72903.937500 Penalty: 3019.040283
	Iteration 2Q: 3 clusters Score -72903.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72929.484375 Penalty: 3019.040283
	Iteration 3Q: 3 clusters Score -72929.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72933.742188 Penalty: 3019.040283
	Iteration 4Q: 3 clusters Score -72933.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72942.921875 Penalty: 3019.040283
	Iteration 5Q: 3 clusters Score -72942.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72947.039062 Penalty: 3019.040283
	Iteration 6Q: 3 clusters Score -72947.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72953.773438 Penalty: 3019.040283
	Iteration 7Q: 3 clusters Score -72953.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72961.710938 Penalty: 3019.040283
	Iteration 8Q: 3 clusters Score -72961.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72963.523438 Penalty: 3019.040283
	Iteration 9Q: 3 clusters Score -72963.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72963.523438 Penalty: 3019.040283
	Iteration 10F: 3 clusters Score -72963.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Entering Unmasked Estep 
Score: -8890528.000000 Penalty: 2672.399658
	Iteration 0F: 2 clusters Score -8890528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -8861004.000000 Penalty: 5344.799316
	Iteration 0F: 3 clusters Score -8861004 nChanged 22070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -8873081.000000 Penalty: 5344.799316
	Iteration 1F: 3 clusters Score -8873081 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -8873546.000000 Penalty: 5344.799316
	Iteration 2Q: 3 clusters Score -8873546 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -8873952.000000 Penalty: 5344.799316
	Iteration 3Q: 3 clusters Score -8873952 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -8874331.000000 Penalty: 5344.799316
	Iteration 4Q: 3 clusters Score -8874331 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -8874691.000000 Penalty: 5344.799316
	Iteration 5Q: 3 clusters Score -8874691 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -8875146.000000 Penalty: 5344.799316
	Iteration 6Q: 3 clusters Score -8875146 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -8875701.000000 Penalty: 5344.799316
	Iteration 7Q: 3 clusters Score -8875701 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -8876586.000000 Penalty: 5344.799316
	Iteration 8Q: 3 clusters Score -8876586 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -8877778.000000 Penalty: 5344.799316
	Iteration 9Q: 3 clusters Score -8877778 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -8879370.000000 Penalty: 5344.799316
	Iteration 10F: 3 clusters Score -8879370 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -8881330.000000 Penalty: 5344.799316
	Iteration 11F: 3 clusters Score -8881330 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -8883443.000000 Penalty: 5344.799316
	Iteration 12F: 3 clusters Score -8883443 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -8885391.000000 Penalty: 5344.799316
	Iteration 13Q: 3 clusters Score -8885391 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -8886636.000000 Penalty: 5344.799316
	Iteration 14Q: 3 clusters Score -8886636 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8887224.000000 Penalty: 5344.799316
	Iteration 15Q: 3 clusters Score -8887224 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -8887598.000000 Penalty: 5344.799316
	Iteration 16Q: 3 clusters Score -8887598 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8887813.000000 Penalty: 5344.799316
	Iteration 17Q: 3 clusters Score -8887813 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8887950.000000 Penalty: 5344.799316
	Iteration 18Q: 3 clusters Score -8887950 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8888008.000000 Penalty: 5344.799316
	Iteration 19Q: 3 clusters Score -8888008 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8888132.000000 Penalty: 5344.799316
	Iteration 20F: 3 clusters Score -8888132 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8888185.000000 Penalty: 5344.799316
	Iteration 21Q: 3 clusters Score -8888185 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8888214.000000 Penalty: 5344.799316
	Iteration 22Q: 3 clusters Score -8888214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8888232.000000 Penalty: 5344.799316
	Iteration 23Q: 3 clusters Score -8888232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8888271.000000 Penalty: 5344.799316
	Iteration 24Q: 3 clusters Score -8888271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8888292.000000 Penalty: 5344.799316
	Iteration 25Q: 3 clusters Score -8888292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8888311.000000 Penalty: 5344.799316
	Iteration 26Q: 3 clusters Score -8888311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8888329.000000 Penalty: 5344.799316
	Iteration 27Q: 3 clusters Score -8888329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8888329.000000 Penalty: 5344.799316
	Iteration 28Q: 3 clusters Score -8888329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8888331.000000 Penalty: 5344.799316
	Iteration 29Q: 3 clusters Score -8888331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8888344.000000 Penalty: 5344.799316
	Iteration 30Q: 3 clusters Score -8888344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8888344.000000 Penalty: 5344.799316
	Iteration 31Q: 3 clusters Score -8888344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8888344.000000 Penalty: 5344.799316
	Iteration 32Q: 3 clusters Score -8888344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8888356.000000 Penalty: 5344.799316
	Iteration 33Q: 3 clusters Score -8888356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8888355.000000 Penalty: 5344.799316
	Iteration 34Q: 3 clusters Score -8888355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8888355.000000 Penalty: 5344.799316
	Iteration 35F: 3 clusters Score -8888355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -91274.914062 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -91274.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -89746.906250 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -89746.91 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -89934.070312 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -89934.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90052.835938 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -90052.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90131.398438 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -90131.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90176.968750 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -90176.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90210.265625 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -90210.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -90220.335938 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -90220.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -90227.359375 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -90227.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -90236.078125 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -90236.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -90243.570312 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -90243.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90246.234375 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -90246.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -90246.234375 Penalty: 3106.645508
	Iteration 11F: 3 clusters Score -90246.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -113026.726562 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -113026.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -111350.015625 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -111350 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -111945.687500 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -111945.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112208.328125 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -112208.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112423.609375 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -112423.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112568.914062 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -112568.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -112637.570312 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -112637.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112676.078125 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -112676.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -112700.195312 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -112700.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -112735.523438 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -112735.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -112768.007812 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -112768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -112795.820312 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -112795.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -112827.382812 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -112827.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112890.898438 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -112890.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112914.804688 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -112914.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -112927.218750 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -112927.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -112930.195312 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -112930.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112933.375000 Penalty: 3365.651611
	Iteration 16Q: 3 clusters Score -112933.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -112933.375000 Penalty: 3365.651611
	Iteration 17F: 3 clusters Score -112933.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Entering Unmasked Estep 
Score: -7492590.000000 Penalty: 2630.911377
	Iteration 0F: 2 clusters Score -7492590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -7465285.500000 Penalty: 5261.822754
	Iteration 0F: 3 clusters Score -7465286 nChanged 18573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -7475547.000000 Penalty: 5261.822754
	Iteration 1F: 3 clusters Score -7475547 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -7475990.500000 Penalty: 5261.822754
	Iteration 2Q: 3 clusters Score -7475990 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -7476367.000000 Penalty: 5261.822754
	Iteration 3Q: 3 clusters Score -7476367 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -7476702.500000 Penalty: 5261.822754
	Iteration 4Q: 3 clusters Score -7476702 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -7477022.500000 Penalty: 5261.822754
	Iteration 5Q: 3 clusters Score -7477022 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -7477358.000000 Penalty: 5261.822754
	Iteration 6Q: 3 clusters Score -7477358 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -7477700.000000 Penalty: 5261.822754
	Iteration 7Q: 3 clusters Score -7477700 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -7478205.000000 Penalty: 5261.822754
	Iteration 8Q: 3 clusters Score -7478205 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -7478957.000000 Penalty: 5261.822754
	Iteration 9Q: 3 clusters Score -7478957 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -7480077.500000 Penalty: 5261.822754
	Iteration 10Q: 3 clusters Score -7480078 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -7481641.000000 Penalty: 5261.822754
	Iteration 11F: 3 clusters Score -7481641 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -7483406.500000 Penalty: 5261.822754
	Iteration 12F: 3 clusters Score -7483406 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -7484933.000000 Penalty: 5261.822754
	Iteration 13Q: 3 clusters Score -7484933 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -7486207.500000 Penalty: 5261.822754
	Iteration 14Q: 3 clusters Score -7486208 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -7486989.500000 Penalty: 5261.822754
	Iteration 15Q: 3 clusters Score -7486990 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -7487564.500000 Penalty: 5261.822754
	Iteration 16Q: 3 clusters Score -7487564 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -7487979.000000 Penalty: 5261.822754
	Iteration 17Q: 3 clusters Score -7487979 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -7488322.500000 Penalty: 5261.822754
	Iteration 18Q: 3 clusters Score -7488322 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -7488645.000000 Penalty: 5261.822754
	Iteration 19Q: 3 clusters Score -7488645 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -7488943.000000 Penalty: 5261.822754
	Iteration 20F: 3 clusters Score -7488943 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -7489174.000000 Penalty: 5261.822754
	Iteration 21Q: 3 clusters Score -7489174 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -7489403.500000 Penalty: 5261.822754
	Iteration 22Q: 3 clusters Score -7489404 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -7489582.000000 Penalty: 5261.822754
	Iteration 23Q: 3 clusters Score -7489582 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -7489731.500000 Penalty: 5261.822754
	Iteration 24Q: 3 clusters Score -7489732 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -7489859.500000 Penalty: 5261.822754
	Iteration 25Q: 3 clusters Score -7489860 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -7489940.500000 Penalty: 5261.822754
	Iteration 26Q: 3 clusters Score -7489940 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -7490017.500000 Penalty: 5261.822754
	Iteration 27Q: 3 clusters Score -7490018 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -7490082.000000 Penalty: 5261.822754
	Iteration 28Q: 3 clusters Score -7490082 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -7490140.000000 Penalty: 5261.822754
	Iteration 29Q: 3 clusters Score -7490140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -7490203.000000 Penalty: 5261.822754
	Iteration 30Q: 3 clusters Score -7490203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -7490228.500000 Penalty: 5261.822754
	Iteration 31Q: 3 clusters Score -7490228 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -7490248.000000 Penalty: 5261.822754
	Iteration 32Q: 3 clusters Score -7490248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -7490260.000000 Penalty: 5261.822754
	Iteration 33Q: 3 clusters Score -7490260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -7490279.500000 Penalty: 5261.822754
	Iteration 34Q: 3 clusters Score -7490280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -7490296.500000 Penalty: 5261.822754
	Iteration 35Q: 3 clusters Score -7490296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -7490306.000000 Penalty: 5261.822754
	Iteration 36Q: 3 clusters Score -7490306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -7490306.500000 Penalty: 5261.822754
	Iteration 37Q: 3 clusters Score -7490306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -7490309.000000 Penalty: 5261.822754
	Iteration 38Q: 3 clusters Score -7490309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -7490314.000000 Penalty: 5261.822754
	Iteration 39Q: 3 clusters Score -7490314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -7490310.000000 Penalty: 5261.822754
	Iteration 40F: 3 clusters Score -7490310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -7490313.500000 Penalty: 5261.822754
	Iteration 41Q: 3 clusters Score -7490314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -7490314.500000 Penalty: 5261.822754
	Iteration 42Q: 3 clusters Score -7490314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -7490321.500000 Penalty: 5261.822754
	Iteration 43Q: 3 clusters Score -7490322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -7490331.000000 Penalty: 5261.822754
	Iteration 44Q: 3 clusters Score -7490331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -7490323.000000 Penalty: 5261.822754
	Iteration 45Q: 3 clusters Score -7490323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -7490323.500000 Penalty: 5261.822754
	Iteration 46Q: 3 clusters Score -7490324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -7490323.000000 Penalty: 5261.822754
	Iteration 47Q: 3 clusters Score -7490323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -7490329.000000 Penalty: 5261.822754
	Iteration 48Q: 3 clusters Score -7490329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -7490329.000000 Penalty: 5261.822754
	Iteration 49Q: 3 clusters Score -7490329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -7490332.000000 Penalty: 5261.822754
	Iteration 50Q: 3 clusters Score -7490332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -7490332.000000 Penalty: 5261.822754
	Iteration 51F: 3 clusters Score -7490332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Entering Unmasked Estep 
Score: -6935521.500000 Penalty: 2612.316650
	Iteration 0F: 2 clusters Score -6935522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -6910207.500000 Penalty: 5224.633301
	Iteration 0F: 3 clusters Score -6910208 nChanged 17132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -6919691.500000 Penalty: 5224.633301
	Iteration 1F: 3 clusters Score -6919692 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -6920536.500000 Penalty: 5224.633301
	Iteration 2F: 3 clusters Score -6920536 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -6921665.000000 Penalty: 5224.633301
	Iteration 3F: 3 clusters Score -6921665 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -6923289.500000 Penalty: 5224.633301
	Iteration 4F: 3 clusters Score -6923290 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -6925556.500000 Penalty: 5224.633301
	Iteration 5F: 3 clusters Score -6925556 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -6928284.500000 Penalty: 5224.633301
	Iteration 6F: 3 clusters Score -6928284 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -6930891.000000 Penalty: 5224.633301
	Iteration 7F: 3 clusters Score -6930891 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -6932514.000000 Penalty: 5224.633301
	Iteration 8Q: 3 clusters Score -6932514 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -6933135.000000 Penalty: 5224.633301
	Iteration 9Q: 3 clusters Score -6933135 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -6933356.000000 Penalty: 5224.633301
	Iteration 10Q: 3 clusters Score -6933356 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -6933474.500000 Penalty: 5224.633301
	Iteration 11Q: 3 clusters Score -6933474 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -6933541.500000 Penalty: 5224.633301
	Iteration 12Q: 3 clusters Score -6933542 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -6933611.000000 Penalty: 5224.633301
	Iteration 13Q: 3 clusters Score -6933611 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -6933704.000000 Penalty: 5224.633301
	Iteration 14Q: 3 clusters Score -6933704 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -6933724.500000 Penalty: 5224.633301
	Iteration 15Q: 3 clusters Score -6933724 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -6933763.500000 Penalty: 5224.633301
	Iteration 16Q: 3 clusters Score -6933764 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -6933800.000000 Penalty: 5224.633301
	Iteration 17Q: 3 clusters Score -6933800 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -6933841.500000 Penalty: 5224.633301
	Iteration 18Q: 3 clusters Score -6933842 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -6933835.000000 Penalty: 5224.633301
	Iteration 19Q: 3 clusters Score -6933835 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -6933852.000000 Penalty: 5224.633301
	Iteration 20F: 3 clusters Score -6933852 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -6933872.000000 Penalty: 5224.633301
	Iteration 21Q: 3 clusters Score -6933872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -6933902.000000 Penalty: 5224.633301
	Iteration 22Q: 3 clusters Score -6933902 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -6933919.500000 Penalty: 5224.633301
	Iteration 23Q: 3 clusters Score -6933920 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -6933930.500000 Penalty: 5224.633301
	Iteration 24Q: 3 clusters Score -6933930 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -6933924.500000 Penalty: 5224.633301
	Iteration 25Q: 3 clusters Score -6933924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -6933933.500000 Penalty: 5224.633301
	Iteration 26Q: 3 clusters Score -6933934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -6933944.000000 Penalty: 5224.633301
	Iteration 27Q: 3 clusters Score -6933944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 35543 members 
Entering Unmasked Estep 
Score: -6933951.500000 Penalty: 5224.633301
	Iteration 28Q: 3 clusters Score -6933952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -6933937.000000 Penalty: 5224.633301
	Iteration 29Q: 3 clusters Score -6933937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -6933949.500000 Penalty: 5224.633301
	Iteration 30Q: 3 clusters Score -6933950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -6933953.500000 Penalty: 5224.633301
	Iteration 31Q: 3 clusters Score -6933954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -6933955.000000 Penalty: 5224.633301
	Iteration 32Q: 3 clusters Score -6933955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -6933955.000000 Penalty: 5224.633301
	Iteration 33Q: 3 clusters Score -6933955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -6933965.500000 Penalty: 5224.633301
	Iteration 34Q: 3 clusters Score -6933966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -6933965.500000 Penalty: 5224.633301
	Iteration 35Q: 3 clusters Score -6933966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -6933963.500000 Penalty: 5224.633301
	Iteration 36Q: 3 clusters Score -6933964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -6933963.500000 Penalty: 5224.633301
	Iteration 37Q: 3 clusters Score -6933964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -6933970.500000 Penalty: 5224.633301
	Iteration 38Q: 3 clusters Score -6933970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -6933970.000000 Penalty: 5224.633301
	Iteration 39Q: 3 clusters Score -6933970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -6933961.000000 Penalty: 5224.633301
	Iteration 40F: 3 clusters Score -6933961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -6933950.500000 Penalty: 5224.633301
	Iteration 41Q: 3 clusters Score -6933950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -6933951.000000 Penalty: 5224.633301
	Iteration 42Q: 3 clusters Score -6933951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -6933955.500000 Penalty: 5224.633301
	Iteration 43Q: 3 clusters Score -6933956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -6933953.500000 Penalty: 5224.633301
	Iteration 44Q: 3 clusters Score -6933954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -6933950.500000 Penalty: 5224.633301
	Iteration 45Q: 3 clusters Score -6933950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -6933953.500000 Penalty: 5224.633301
	Iteration 46Q: 3 clusters Score -6933954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -6933953.000000 Penalty: 5224.633301
	Iteration 47Q: 3 clusters Score -6933953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -6933953.000000 Penalty: 5224.633301
	Iteration 48F: 3 clusters Score -6933953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -86615.578125 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -86615.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -85123.718750 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -85123.72 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85420.429688 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -85420.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85539.101562 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -85539.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -85654.812500 Penalty: 3143.942627
	Iteration 3F: 3 clusters Score -85654.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -85843.125000 Penalty: 3143.942627
	Iteration 4F: 3 clusters Score -85843.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85991.562500 Penalty: 3143.942627
	Iteration 5F: 3 clusters Score -85991.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86144.906250 Penalty: 3143.942627
	Iteration 6F: 3 clusters Score -86144.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86259.585938 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -86259.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -86409.406250 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -86409.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -86514.570312 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -86514.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -86607.968750 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -86607.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -86637.585938 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -86637.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86669.601562 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -86669.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -86693.328125 Penalty: 3143.942627
	Iteration 13Q: 3 clusters Score -86693.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -86717.765625 Penalty: 3143.942627
	Iteration 14Q: 3 clusters Score -86717.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86737.000000 Penalty: 3143.942627
	Iteration 15Q: 3 clusters Score -86737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86757.429688 Penalty: 3143.942627
	Iteration 16Q: 3 clusters Score -86757.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -86777.179688 Penalty: 3143.942627
	Iteration 17Q: 3 clusters Score -86777.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -86793.484375 Penalty: 3143.942627
	Iteration 18Q: 3 clusters Score -86793.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86799.000000 Penalty: 3143.942627
	Iteration 19Q: 3 clusters Score -86799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86799.164062 Penalty: 3143.942627
	Iteration 20F: 3 clusters Score -86799.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86816.679688 Penalty: 3143.942627
	Iteration 21Q: 3 clusters Score -86816.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -86861.960938 Penalty: 3143.942627
	Iteration 22Q: 3 clusters Score -86861.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -86884.742188 Penalty: 3143.942627
	Iteration 23Q: 3 clusters Score -86884.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -86893.687500 Penalty: 3143.942627
	Iteration 24Q: 3 clusters Score -86893.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -86893.687500 Penalty: 3143.942627
	Iteration 25F: 3 clusters Score -86893.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 42382 members 
Mstep: Class 3 contains 44870 members 
Mstep: Class 4 contains 44666 members 
Mstep: Class 5 contains 45635 members 
Mstep: Class 6 contains 43507 members 
Mstep: Class 7 contains 54160 members 
Mstep: Class 8 contains 43363 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 41296 members 
Mstep: Class 11 contains 35860 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 47849 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40478 members 
Mstep: Class 17 contains 37554 members 
Mstep: Class 18 contains 290 members 
Mstep: Class 19 contains 47157 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46300 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 44545 members 
Mstep: Class 24 contains 865 members 
Mstep: Class 25 contains 276 members 
Entering Unmasked Estep 
Score: -126936240.000000 Penalty: 83433.343750
Splitting cluster 18 changes total score from -126937936.000000 to -126936240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (47157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Entering Unmasked Estep 
Score: -8632862.000000 Penalty: 2668.787109
	Iteration 0F: 2 clusters Score -8632862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -8601233.000000 Penalty: 5337.574219
	Iteration 0F: 3 clusters Score -8601233 nChanged 21857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -8613654.000000 Penalty: 5337.574219
	Iteration 1F: 3 clusters Score -8613654 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -8614508.000000 Penalty: 5337.574219
	Iteration 2Q: 3 clusters Score -8614508 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -8615504.000000 Penalty: 5337.574219
	Iteration 3Q: 3 clusters Score -8615504 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -8616920.000000 Penalty: 5337.574219
	Iteration 4F: 3 clusters Score -8616920 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -8618824.000000 Penalty: 5337.574219
	Iteration 5F: 3 clusters Score -8618824 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -8621223.000000 Penalty: 5337.574219
	Iteration 6F: 3 clusters Score -8621223 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -8624251.000000 Penalty: 5337.574219
	Iteration 7F: 3 clusters Score -8624251 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -8626571.000000 Penalty: 5337.574219
	Iteration 8F: 3 clusters Score -8626571 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -8627837.000000 Penalty: 5337.574219
	Iteration 9Q: 3 clusters Score -8627837 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -8628479.000000 Penalty: 5337.574219
	Iteration 10Q: 3 clusters Score -8628479 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -8628894.000000 Penalty: 5337.574219
	Iteration 11Q: 3 clusters Score -8628894 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -8629264.000000 Penalty: 5337.574219
	Iteration 12Q: 3 clusters Score -8629264 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -8629487.000000 Penalty: 5337.574219
	Iteration 13Q: 3 clusters Score -8629487 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -8629665.000000 Penalty: 5337.574219
	Iteration 14Q: 3 clusters Score -8629665 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -8629772.000000 Penalty: 5337.574219
	Iteration 15Q: 3 clusters Score -8629772 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -8629939.000000 Penalty: 5337.574219
	Iteration 16Q: 3 clusters Score -8629939 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -8630035.000000 Penalty: 5337.574219
	Iteration 17Q: 3 clusters Score -8630035 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -8630157.000000 Penalty: 5337.574219
	Iteration 18Q: 3 clusters Score -8630157 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -8630253.000000 Penalty: 5337.574219
	Iteration 19Q: 3 clusters Score -8630253 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -8630360.000000 Penalty: 5337.574219
	Iteration 20F: 3 clusters Score -8630360 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -8630429.000000 Penalty: 5337.574219
	Iteration 21Q: 3 clusters Score -8630429 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -8630495.000000 Penalty: 5337.574219
	Iteration 22Q: 3 clusters Score -8630495 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -8630537.000000 Penalty: 5337.574219
	Iteration 23Q: 3 clusters Score -8630537 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -8630612.000000 Penalty: 5337.574219
	Iteration 24Q: 3 clusters Score -8630612 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -8630643.000000 Penalty: 5337.574219
	Iteration 25Q: 3 clusters Score -8630643 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -8630701.000000 Penalty: 5337.574219
	Iteration 26Q: 3 clusters Score -8630701 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -8630719.000000 Penalty: 5337.574219
	Iteration 27Q: 3 clusters Score -8630719 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -8630765.000000 Penalty: 5337.574219
	Iteration 28Q: 3 clusters Score -8630765 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -8630818.000000 Penalty: 5337.574219
	Iteration 29Q: 3 clusters Score -8630818 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -8630872.000000 Penalty: 5337.574219
	Iteration 30Q: 3 clusters Score -8630872 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -8630885.000000 Penalty: 5337.574219
	Iteration 31Q: 3 clusters Score -8630885 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -8630907.000000 Penalty: 5337.574219
	Iteration 32Q: 3 clusters Score -8630907 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -8630956.000000 Penalty: 5337.574219
	Iteration 33Q: 3 clusters Score -8630956 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -8630949.000000 Penalty: 5337.574219
	Iteration 34Q: 3 clusters Score -8630949 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -8630966.000000 Penalty: 5337.574219
	Iteration 35Q: 3 clusters Score -8630966 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -8630990.000000 Penalty: 5337.574219
	Iteration 36Q: 3 clusters Score -8630990 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -8631016.000000 Penalty: 5337.574219
	Iteration 37Q: 3 clusters Score -8631016 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -8631015.000000 Penalty: 5337.574219
	Iteration 38Q: 3 clusters Score -8631015 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -8631048.000000 Penalty: 5337.574219
	Iteration 39Q: 3 clusters Score -8631048 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -8631054.000000 Penalty: 5337.574219
	Iteration 40F: 3 clusters Score -8631054 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -8631067.000000 Penalty: 5337.574219
	Iteration 41Q: 3 clusters Score -8631067 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -8631080.000000 Penalty: 5337.574219
	Iteration 42Q: 3 clusters Score -8631080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -8631084.000000 Penalty: 5337.574219
	Iteration 43Q: 3 clusters Score -8631084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -8631075.000000 Penalty: 5337.574219
	Iteration 44Q: 3 clusters Score -8631075 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -8631093.000000 Penalty: 5337.574219
	Iteration 45Q: 3 clusters Score -8631093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -8631094.000000 Penalty: 5337.574219
	Iteration 46Q: 3 clusters Score -8631094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -8631102.000000 Penalty: 5337.574219
	Iteration 47Q: 3 clusters Score -8631102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -8631102.000000 Penalty: 5337.574219
	Iteration 48Q: 3 clusters Score -8631102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -8631110.000000 Penalty: 5337.574219
	Iteration 49Q: 3 clusters Score -8631110 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -8631110.000000 Penalty: 5337.574219
	Iteration 50Q: 3 clusters Score -8631110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -8631113.000000 Penalty: 5337.574219
	Iteration 51Q: 3 clusters Score -8631113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -8631093.000000 Penalty: 5337.574219
	Iteration 52Q: 3 clusters Score -8631093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -8631099.000000 Penalty: 5337.574219
	Iteration 53Q: 3 clusters Score -8631099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -8631099.000000 Penalty: 5337.574219
	Iteration 54Q: 3 clusters Score -8631099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -8631099.000000 Penalty: 5337.574219
	Iteration 55Q: 3 clusters Score -8631099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -8631109.000000 Penalty: 5337.574219
	Iteration 56Q: 3 clusters Score -8631109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -8631110.000000 Penalty: 5337.574219
	Iteration 57Q: 3 clusters Score -8631110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -8631124.000000 Penalty: 5337.574219
	Iteration 58Q: 3 clusters Score -8631124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -8631129.000000 Penalty: 5337.574219
	Iteration 59Q: 3 clusters Score -8631129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -8631146.000000 Penalty: 5337.574219
	Iteration 60F: 3 clusters Score -8631146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -8631146.000000 Penalty: 5337.574219
	Iteration 61Q: 3 clusters Score -8631146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -8631154.000000 Penalty: 5337.574219
	Iteration 62Q: 3 clusters Score -8631154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -8631155.000000 Penalty: 5337.574219
	Iteration 63Q: 3 clusters Score -8631155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -8631159.000000 Penalty: 5337.574219
	Iteration 64Q: 3 clusters Score -8631159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -8631154.000000 Penalty: 5337.574219
	Iteration 65Q: 3 clusters Score -8631154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -8631165.000000 Penalty: 5337.574219
	Iteration 66Q: 3 clusters Score -8631165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -8631184.000000 Penalty: 5337.574219
	Iteration 67Q: 3 clusters Score -8631184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -8631176.000000 Penalty: 5337.574219
	Iteration 68Q: 3 clusters Score -8631176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -8631181.000000 Penalty: 5337.574219
	Iteration 69Q: 3 clusters Score -8631181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -8631187.000000 Penalty: 5337.574219
	Iteration 70Q: 3 clusters Score -8631187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -8631188.000000 Penalty: 5337.574219
	Iteration 71Q: 3 clusters Score -8631188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -8631215.000000 Penalty: 5337.574219
	Iteration 72Q: 3 clusters Score -8631215 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -8631216.000000 Penalty: 5337.574219
	Iteration 73Q: 3 clusters Score -8631216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -8631215.000000 Penalty: 5337.574219
	Iteration 74Q: 3 clusters Score -8631215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -8631230.000000 Penalty: 5337.574219
	Iteration 75Q: 3 clusters Score -8631230 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -8631240.000000 Penalty: 5337.574219
	Iteration 76Q: 3 clusters Score -8631240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -8631235.000000 Penalty: 5337.574219
	Iteration 77Q: 3 clusters Score -8631235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -8631224.000000 Penalty: 5337.574219
	Iteration 78Q: 3 clusters Score -8631224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -8631221.000000 Penalty: 5337.574219
	Iteration 79Q: 3 clusters Score -8631221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -8631235.000000 Penalty: 5337.574219
	Iteration 80F: 3 clusters Score -8631235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -8631236.000000 Penalty: 5337.574219
	Iteration 81Q: 3 clusters Score -8631236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -8631242.000000 Penalty: 5337.574219
	Iteration 82Q: 3 clusters Score -8631242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -8631244.000000 Penalty: 5337.574219
	Iteration 83Q: 3 clusters Score -8631244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -8631248.000000 Penalty: 5337.574219
	Iteration 84Q: 3 clusters Score -8631248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -8631251.000000 Penalty: 5337.574219
	Iteration 85Q: 3 clusters Score -8631251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -8631243.000000 Penalty: 5337.574219
	Iteration 86Q: 3 clusters Score -8631243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -8631270.000000 Penalty: 5337.574219
	Iteration 87Q: 3 clusters Score -8631270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -8631270.000000 Penalty: 5337.574219
	Iteration 88Q: 3 clusters Score -8631270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -8631260.000000 Penalty: 5337.574219
	Iteration 89Q: 3 clusters Score -8631260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -8631283.000000 Penalty: 5337.574219
	Iteration 90Q: 3 clusters Score -8631283 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -8631275.000000 Penalty: 5337.574219
	Iteration 91Q: 3 clusters Score -8631275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -8631265.000000 Penalty: 5337.574219
	Iteration 92Q: 3 clusters Score -8631265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -8631268.000000 Penalty: 5337.574219
	Iteration 93Q: 3 clusters Score -8631268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -8631277.000000 Penalty: 5337.574219
	Iteration 94Q: 3 clusters Score -8631277 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -8631271.000000 Penalty: 5337.574219
	Iteration 95Q: 3 clusters Score -8631271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -8631288.000000 Penalty: 5337.574219
	Iteration 96Q: 3 clusters Score -8631288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -8631309.000000 Penalty: 5337.574219
	Iteration 97Q: 3 clusters Score -8631309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -8631309.000000 Penalty: 5337.574219
	Iteration 98Q: 3 clusters Score -8631309 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -8631307.000000 Penalty: 5337.574219
	Iteration 99Q: 3 clusters Score -8631307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -8631316.000000 Penalty: 5337.574219
	Iteration 100F: 3 clusters Score -8631316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -8631307.000000 Penalty: 5337.574219
	Iteration 101Q: 3 clusters Score -8631307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -8631297.000000 Penalty: 5337.574219
	Iteration 102Q: 3 clusters Score -8631297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -8631298.000000 Penalty: 5337.574219
	Iteration 103Q: 3 clusters Score -8631298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -8631295.000000 Penalty: 5337.574219
	Iteration 104Q: 3 clusters Score -8631295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -8631300.000000 Penalty: 5337.574219
	Iteration 105Q: 3 clusters Score -8631300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -8631286.000000 Penalty: 5337.574219
	Iteration 106Q: 3 clusters Score -8631286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8631284.000000 Penalty: 5337.574219
	Iteration 107Q: 3 clusters Score -8631284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -8631282.000000 Penalty: 5337.574219
	Iteration 108Q: 3 clusters Score -8631282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -8631292.000000 Penalty: 5337.574219
	Iteration 109Q: 3 clusters Score -8631292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8631306.000000 Penalty: 5337.574219
	Iteration 110Q: 3 clusters Score -8631306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -8631308.000000 Penalty: 5337.574219
	Iteration 111Q: 3 clusters Score -8631308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8631303.000000 Penalty: 5337.574219
	Iteration 112Q: 3 clusters Score -8631303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -8631301.000000 Penalty: 5337.574219
	Iteration 113Q: 3 clusters Score -8631301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -8631306.000000 Penalty: 5337.574219
	Iteration 114Q: 3 clusters Score -8631306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -8631327.000000 Penalty: 5337.574219
	Iteration 115Q: 3 clusters Score -8631327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -8631323.000000 Penalty: 5337.574219
	Iteration 116Q: 3 clusters Score -8631323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -8631322.000000 Penalty: 5337.574219
	Iteration 117Q: 3 clusters Score -8631322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8631324.000000 Penalty: 5337.574219
	Iteration 118Q: 3 clusters Score -8631324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -8631324.000000 Penalty: 5337.574219
	Iteration 119Q: 3 clusters Score -8631324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -8631331.000000 Penalty: 5337.574219
	Iteration 120F: 3 clusters Score -8631331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8631332.000000 Penalty: 5337.574219
	Iteration 121Q: 3 clusters Score -8631332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -8631326.000000 Penalty: 5337.574219
	Iteration 122Q: 3 clusters Score -8631326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -8631330.000000 Penalty: 5337.574219
	Iteration 123Q: 3 clusters Score -8631330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -8631333.000000 Penalty: 5337.574219
	Iteration 124Q: 3 clusters Score -8631333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -8631340.000000 Penalty: 5337.574219
	Iteration 125Q: 3 clusters Score -8631340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -8631333.000000 Penalty: 5337.574219
	Iteration 126Q: 3 clusters Score -8631333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -8631337.000000 Penalty: 5337.574219
	Iteration 127Q: 3 clusters Score -8631337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -8631334.000000 Penalty: 5337.574219
	Iteration 128Q: 3 clusters Score -8631334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -8631353.000000 Penalty: 5337.574219
	Iteration 129Q: 3 clusters Score -8631353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8631360.000000 Penalty: 5337.574219
	Iteration 130Q: 3 clusters Score -8631360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -8631353.000000 Penalty: 5337.574219
	Iteration 131Q: 3 clusters Score -8631353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -8631339.000000 Penalty: 5337.574219
	Iteration 132Q: 3 clusters Score -8631339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8631349.000000 Penalty: 5337.574219
	Iteration 133Q: 3 clusters Score -8631349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8631346.000000 Penalty: 5337.574219
	Iteration 134Q: 3 clusters Score -8631346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -8631351.000000 Penalty: 5337.574219
	Iteration 135Q: 3 clusters Score -8631351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -8631364.000000 Penalty: 5337.574219
	Iteration 136Q: 3 clusters Score -8631364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -8631352.000000 Penalty: 5337.574219
	Iteration 137Q: 3 clusters Score -8631352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8631352.000000 Penalty: 5337.574219
	Iteration 138Q: 3 clusters Score -8631352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -8631351.000000 Penalty: 5337.574219
	Iteration 139Q: 3 clusters Score -8631351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -8631356.000000 Penalty: 5337.574219
	Iteration 140F: 3 clusters Score -8631356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -8631366.000000 Penalty: 5337.574219
	Iteration 141Q: 3 clusters Score -8631366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -8631369.000000 Penalty: 5337.574219
	Iteration 142Q: 3 clusters Score -8631369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -8631361.000000 Penalty: 5337.574219
	Iteration 143Q: 3 clusters Score -8631361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -8631348.000000 Penalty: 5337.574219
	Iteration 144Q: 3 clusters Score -8631348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -8631339.000000 Penalty: 5337.574219
	Iteration 145Q: 3 clusters Score -8631339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8631342.000000 Penalty: 5337.574219
	Iteration 146Q: 3 clusters Score -8631342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -8631335.000000 Penalty: 5337.574219
	Iteration 147Q: 3 clusters Score -8631335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -8631340.000000 Penalty: 5337.574219
	Iteration 148Q: 3 clusters Score -8631340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -8631334.000000 Penalty: 5337.574219
	Iteration 149Q: 3 clusters Score -8631334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8631343.000000 Penalty: 5337.574219
	Iteration 150Q: 3 clusters Score -8631343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -8631348.000000 Penalty: 5337.574219
	Iteration 151Q: 3 clusters Score -8631348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -8631350.000000 Penalty: 5337.574219
	Iteration 152Q: 3 clusters Score -8631350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -8631349.000000 Penalty: 5337.574219
	Iteration 153Q: 3 clusters Score -8631349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8631350.000000 Penalty: 5337.574219
	Iteration 154Q: 3 clusters Score -8631350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -8631341.000000 Penalty: 5337.574219
	Iteration 155Q: 3 clusters Score -8631341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -8631349.000000 Penalty: 5337.574219
	Iteration 156Q: 3 clusters Score -8631349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -8631357.000000 Penalty: 5337.574219
	Iteration 157Q: 3 clusters Score -8631357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8631345.000000 Penalty: 5337.574219
	Iteration 158Q: 3 clusters Score -8631345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8631345.000000 Penalty: 5337.574219
	Iteration 159Q: 3 clusters Score -8631345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8631350.000000 Penalty: 5337.574219
	Iteration 160F: 3 clusters Score -8631350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -8631350.000000 Penalty: 5337.574219
	Iteration 161Q: 3 clusters Score -8631350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -8631342.000000 Penalty: 5337.574219
	Iteration 162Q: 3 clusters Score -8631342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -8631342.000000 Penalty: 5337.574219
	Iteration 163F: 3 clusters Score -8631342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -48002.226562 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -48002.23 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 258 members 
Entering Unmasked Estep 
Score: -46842.890625 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -46842.89 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47245.554688 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -47245.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47393.660156 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -47393.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47539.269531 Penalty: 3093.239258
	Iteration 3Q: 3 clusters Score -47539.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47575.656250 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -47575.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47616.636719 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -47616.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47659.230469 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -47659.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47664.273438 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -47664.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47664.273438 Penalty: 3093.239258
	Iteration 8F: 3 clusters Score -47664.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Entering Unmasked Estep 
Score: -8576196.000000 Penalty: 2664.238525
	Iteration 0F: 2 clusters Score -8576196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -8547328.000000 Penalty: 5328.477051
	Iteration 0F: 3 clusters Score -8547328 nChanged 21281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -8558983.000000 Penalty: 5328.477051
	Iteration 1F: 3 clusters Score -8558983 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -8559480.000000 Penalty: 5328.477051
	Iteration 2Q: 3 clusters Score -8559480 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -8559889.000000 Penalty: 5328.477051
	Iteration 3Q: 3 clusters Score -8559889 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -8560297.000000 Penalty: 5328.477051
	Iteration 4Q: 3 clusters Score -8560297 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -8560697.000000 Penalty: 5328.477051
	Iteration 5Q: 3 clusters Score -8560697 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -8561209.000000 Penalty: 5328.477051
	Iteration 6Q: 3 clusters Score -8561209 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -8561889.000000 Penalty: 5328.477051
	Iteration 7Q: 3 clusters Score -8561889 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -8562903.000000 Penalty: 5328.477051
	Iteration 8Q: 3 clusters Score -8562903 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -8564249.000000 Penalty: 5328.477051
	Iteration 9F: 3 clusters Score -8564249 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -8566303.000000 Penalty: 5328.477051
	Iteration 10F: 3 clusters Score -8566303 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -8568597.000000 Penalty: 5328.477051
	Iteration 11F: 3 clusters Score -8568597 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -8570697.000000 Penalty: 5328.477051
	Iteration 12F: 3 clusters Score -8570697 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -8572178.000000 Penalty: 5328.477051
	Iteration 13Q: 3 clusters Score -8572178 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8572967.000000 Penalty: 5328.477051
	Iteration 14Q: 3 clusters Score -8572967 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8573455.000000 Penalty: 5328.477051
	Iteration 15Q: 3 clusters Score -8573455 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8573682.000000 Penalty: 5328.477051
	Iteration 16Q: 3 clusters Score -8573682 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8573800.000000 Penalty: 5328.477051
	Iteration 17Q: 3 clusters Score -8573800 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8573911.000000 Penalty: 5328.477051
	Iteration 18Q: 3 clusters Score -8573911 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8573992.000000 Penalty: 5328.477051
	Iteration 19Q: 3 clusters Score -8573992 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8574037.000000 Penalty: 5328.477051
	Iteration 20F: 3 clusters Score -8574037 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8574039.000000 Penalty: 5328.477051
	Iteration 21Q: 3 clusters Score -8574039 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8574042.000000 Penalty: 5328.477051
	Iteration 22Q: 3 clusters Score -8574042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8574055.000000 Penalty: 5328.477051
	Iteration 23Q: 3 clusters Score -8574055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8574066.000000 Penalty: 5328.477051
	Iteration 24Q: 3 clusters Score -8574066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8574068.000000 Penalty: 5328.477051
	Iteration 25Q: 3 clusters Score -8574068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8574083.000000 Penalty: 5328.477051
	Iteration 26Q: 3 clusters Score -8574083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8574076.000000 Penalty: 5328.477051
	Iteration 27Q: 3 clusters Score -8574076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8574091.000000 Penalty: 5328.477051
	Iteration 28Q: 3 clusters Score -8574091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8574088.000000 Penalty: 5328.477051
	Iteration 29Q: 3 clusters Score -8574088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8574089.000000 Penalty: 5328.477051
	Iteration 30Q: 3 clusters Score -8574089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8574091.000000 Penalty: 5328.477051
	Iteration 31Q: 3 clusters Score -8574091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8574090.000000 Penalty: 5328.477051
	Iteration 32Q: 3 clusters Score -8574090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8574091.000000 Penalty: 5328.477051
	Iteration 33Q: 3 clusters Score -8574091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8574089.000000 Penalty: 5328.477051
	Iteration 34Q: 3 clusters Score -8574089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8574093.000000 Penalty: 5328.477051
	Iteration 35Q: 3 clusters Score -8574093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8574097.000000 Penalty: 5328.477051
	Iteration 36Q: 3 clusters Score -8574097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8574095.000000 Penalty: 5328.477051
	Iteration 37Q: 3 clusters Score -8574095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8574087.000000 Penalty: 5328.477051
	Iteration 38Q: 3 clusters Score -8574087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8574087.000000 Penalty: 5328.477051
	Iteration 39F: 3 clusters Score -8574087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Entering Unmasked Estep 
Score: -435312.593750 Penalty: 1944.495117
	Iteration 0F: 2 clusters Score -435312.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -432372.125000 Penalty: 3888.990234
	Iteration 0F: 3 clusters Score -432372.1 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -433056.656250 Penalty: 3888.990234
	Iteration 1F: 3 clusters Score -433056.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -433267.031250 Penalty: 3888.990234
	Iteration 2F: 3 clusters Score -433267 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -433387.218750 Penalty: 3888.990234
	Iteration 3F: 3 clusters Score -433387.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -433495.937500 Penalty: 3888.990234
	Iteration 4Q: 3 clusters Score -433495.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -433597.968750 Penalty: 3888.990234
	Iteration 5Q: 3 clusters Score -433598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -433689.437500 Penalty: 3888.990234
	Iteration 6Q: 3 clusters Score -433689.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -433777.187500 Penalty: 3888.990234
	Iteration 7Q: 3 clusters Score -433777.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -433871.875000 Penalty: 3888.990234
	Iteration 8Q: 3 clusters Score -433871.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -433956.468750 Penalty: 3888.990234
	Iteration 9Q: 3 clusters Score -433956.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -434036.468750 Penalty: 3888.990234
	Iteration 10Q: 3 clusters Score -434036.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -434124.281250 Penalty: 3888.990234
	Iteration 11Q: 3 clusters Score -434124.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -434238.687500 Penalty: 3888.990234
	Iteration 12Q: 3 clusters Score -434238.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -434371.406250 Penalty: 3888.990234
	Iteration 13Q: 3 clusters Score -434371.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -434503.656250 Penalty: 3888.990234
	Iteration 14Q: 3 clusters Score -434503.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -434612.906250 Penalty: 3888.990234
	Iteration 15Q: 3 clusters Score -434612.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -434691.312500 Penalty: 3888.990234
	Iteration 16Q: 3 clusters Score -434691.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -434727.750000 Penalty: 3888.990234
	Iteration 17Q: 3 clusters Score -434727.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -434751.250000 Penalty: 3888.990234
	Iteration 18Q: 3 clusters Score -434751.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -434762.750000 Penalty: 3888.990234
	Iteration 19Q: 3 clusters Score -434762.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -434772.375000 Penalty: 3888.990234
	Iteration 20F: 3 clusters Score -434772.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -434777.000000 Penalty: 3888.990234
	Iteration 21Q: 3 clusters Score -434777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -434781.062500 Penalty: 3888.990234
	Iteration 22Q: 3 clusters Score -434781.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -434784.093750 Penalty: 3888.990234
	Iteration 23Q: 3 clusters Score -434784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -434786.968750 Penalty: 3888.990234
	Iteration 24Q: 3 clusters Score -434787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -434789.156250 Penalty: 3888.990234
	Iteration 25Q: 3 clusters Score -434789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -434789.937500 Penalty: 3888.990234
	Iteration 26Q: 3 clusters Score -434789.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -434790.625000 Penalty: 3888.990234
	Iteration 27Q: 3 clusters Score -434790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -434791.531250 Penalty: 3888.990234
	Iteration 28Q: 3 clusters Score -434791.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -434791.531250 Penalty: 3888.990234
	Iteration 29F: 3 clusters Score -434791.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Entering Unmasked Estep 
Score: -8148288.500000 Penalty: 2654.655273
	Iteration 0F: 2 clusters Score -8148288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -8118501.500000 Penalty: 5309.310547
	Iteration 0F: 3 clusters Score -8118502 nChanged 20330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -8129723.000000 Penalty: 5309.310547
	Iteration 1F: 3 clusters Score -8129723 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -8130344.500000 Penalty: 5309.310547
	Iteration 2Q: 3 clusters Score -8130344 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -8131037.500000 Penalty: 5309.310547
	Iteration 3Q: 3 clusters Score -8131038 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -8132200.500000 Penalty: 5309.310547
	Iteration 4Q: 3 clusters Score -8132200 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -8133890.000000 Penalty: 5309.310547
	Iteration 5F: 3 clusters Score -8133890 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -8136436.500000 Penalty: 5309.310547
	Iteration 6F: 3 clusters Score -8136436 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -8139467.500000 Penalty: 5309.310547
	Iteration 7F: 3 clusters Score -8139468 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -8142327.000000 Penalty: 5309.310547
	Iteration 8F: 3 clusters Score -8142327 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -8144278.000000 Penalty: 5309.310547
	Iteration 9Q: 3 clusters Score -8144278 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -8145228.500000 Penalty: 5309.310547
	Iteration 10Q: 3 clusters Score -8145228 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -8145617.500000 Penalty: 5309.310547
	Iteration 11Q: 3 clusters Score -8145618 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -8145767.000000 Penalty: 5309.310547
	Iteration 12Q: 3 clusters Score -8145767 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -8145852.500000 Penalty: 5309.310547
	Iteration 13Q: 3 clusters Score -8145852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -8145884.500000 Penalty: 5309.310547
	Iteration 14Q: 3 clusters Score -8145884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -8145912.000000 Penalty: 5309.310547
	Iteration 15Q: 3 clusters Score -8145912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -8145945.500000 Penalty: 5309.310547
	Iteration 16Q: 3 clusters Score -8145946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -8145956.000000 Penalty: 5309.310547
	Iteration 17Q: 3 clusters Score -8145956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -8145949.500000 Penalty: 5309.310547
	Iteration 18Q: 3 clusters Score -8145950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -8145952.500000 Penalty: 5309.310547
	Iteration 19Q: 3 clusters Score -8145952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -8145953.500000 Penalty: 5309.310547
	Iteration 20F: 3 clusters Score -8145954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Entering Unmasked Estep 
Score: -133894.078125 Penalty: 1677.156982
	Iteration 0F: 2 clusters Score -133894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -132113.375000 Penalty: 3354.313965
	Iteration 0F: 3 clusters Score -132113.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -132433.875000 Penalty: 3354.313965
	Iteration 1F: 3 clusters Score -132433.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -132610.890625 Penalty: 3354.313965
	Iteration 2F: 3 clusters Score -132610.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -132705.609375 Penalty: 3354.313965
	Iteration 3F: 3 clusters Score -132705.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -132818.031250 Penalty: 3354.313965
	Iteration 4Q: 3 clusters Score -132818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -132895.593750 Penalty: 3354.313965
	Iteration 5Q: 3 clusters Score -132895.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -132942.640625 Penalty: 3354.313965
	Iteration 6Q: 3 clusters Score -132942.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -132995.437500 Penalty: 3354.313965
	Iteration 7Q: 3 clusters Score -132995.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -133055.500000 Penalty: 3354.313965
	Iteration 8Q: 3 clusters Score -133055.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -133091.750000 Penalty: 3354.313965
	Iteration 9Q: 3 clusters Score -133091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133109.437500 Penalty: 3354.313965
	Iteration 10Q: 3 clusters Score -133109.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -133124.484375 Penalty: 3354.313965
	Iteration 11Q: 3 clusters Score -133124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -133139.125000 Penalty: 3354.313965
	Iteration 12Q: 3 clusters Score -133139.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133145.640625 Penalty: 3354.313965
	Iteration 13Q: 3 clusters Score -133145.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -133150.250000 Penalty: 3354.313965
	Iteration 14Q: 3 clusters Score -133150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -133151.593750 Penalty: 3354.313965
	Iteration 15Q: 3 clusters Score -133151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -133152.765625 Penalty: 3354.313965
	Iteration 16Q: 3 clusters Score -133152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -133154.156250 Penalty: 3354.313965
	Iteration 17Q: 3 clusters Score -133154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -133157.421875 Penalty: 3354.313965
	Iteration 18Q: 3 clusters Score -133157.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -133158.765625 Penalty: 3354.313965
	Iteration 19Q: 3 clusters Score -133158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -133161.578125 Penalty: 3354.313965
	Iteration 20F: 3 clusters Score -133161.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -133169.000000 Penalty: 3354.313965
	Iteration 21Q: 3 clusters Score -133169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -133170.343750 Penalty: 3354.313965
	Iteration 22Q: 3 clusters Score -133170.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -133172.765625 Penalty: 3354.313965
	Iteration 23Q: 3 clusters Score -133172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -133176.437500 Penalty: 3354.313965
	Iteration 24Q: 3 clusters Score -133176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -133177.437500 Penalty: 3354.313965
	Iteration 25Q: 3 clusters Score -133177.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -133177.437500 Penalty: 3354.313965
	Iteration 26F: 3 clusters Score -133177.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 42382 members 
Mstep: Class 3 contains 44870 members 
Mstep: Class 4 contains 44666 members 
Mstep: Class 5 contains 45635 members 
Mstep: Class 6 contains 43507 members 
Mstep: Class 7 contains 54160 members 
Mstep: Class 8 contains 43363 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 41296 members 
Mstep: Class 11 contains 35860 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 47849 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40478 members 
Mstep: Class 17 contains 37554 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47157 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46300 members 
Mstep: Class 22 contains 2542 members 
Mstep: Class 23 contains 44545 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937880.000000 Penalty: 80096.007812
Iteration 479Q: 25 clusters Score -1.269379e+08 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 42404 members 
Mstep: Class 3 contains 44878 members 
Mstep: Class 4 contains 44639 members 
Mstep: Class 5 contains 45596 members 
Mstep: Class 6 contains 43526 members 
Mstep: Class 7 contains 54355 members 
Mstep: Class 8 contains 43412 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 41341 members 
Mstep: Class 11 contains 35084 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48137 members 
Mstep: Class 14 contains 525 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40622 members 
Mstep: Class 17 contains 37644 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47167 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46309 members 
Mstep: Class 22 contains 2540 members 
Mstep: Class 23 contains 44573 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937224.000000 Penalty: 80096.007812
Iteration 480F: 25 clusters Score -1.269372e+08 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 42453 members 
Mstep: Class 3 contains 44917 members 
Mstep: Class 4 contains 44591 members 
Mstep: Class 5 contains 45555 members 
Mstep: Class 6 contains 43512 members 
Mstep: Class 7 contains 54499 members 
Mstep: Class 8 contains 43496 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 41412 members 
Mstep: Class 11 contains 34331 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48308 members 
Mstep: Class 14 contains 524 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40771 members 
Mstep: Class 17 contains 37737 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47197 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46382 members 
Mstep: Class 22 contains 2538 members 
Mstep: Class 23 contains 44593 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936824.000000 Penalty: 80096.007812
Iteration 481Q: 25 clusters Score -1.269368e+08 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 42476 members 
Mstep: Class 3 contains 44892 members 
Mstep: Class 4 contains 44629 members 
Mstep: Class 5 contains 45525 members 
Mstep: Class 6 contains 43543 members 
Mstep: Class 7 contains 54603 members 
Mstep: Class 8 contains 43529 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 41481 members 
Mstep: Class 11 contains 33683 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48403 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 40965 members 
Mstep: Class 17 contains 37888 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47225 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46368 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 44607 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936792.000000 Penalty: 80096.007812
Iteration 482Q: 25 clusters Score -1.269368e+08 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 42510 members 
Mstep: Class 3 contains 44924 members 
Mstep: Class 4 contains 44628 members 
Mstep: Class 5 contains 45522 members 
Mstep: Class 6 contains 43544 members 
Mstep: Class 7 contains 54630 members 
Mstep: Class 8 contains 43531 members 
Mstep: Class 9 contains 487 members 
Mstep: Class 10 contains 41564 members 
Mstep: Class 11 contains 33133 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48448 members 
Mstep: Class 14 contains 526 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 41171 members 
Mstep: Class 17 contains 38030 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47263 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46369 members 
Mstep: Class 22 contains 2535 members 
Mstep: Class 23 contains 44601 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936736.000000 Penalty: 80096.007812
Iteration 483Q: 25 clusters Score -1.269367e+08 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 42522 members 
Mstep: Class 3 contains 44982 members 
Mstep: Class 4 contains 44633 members 
Mstep: Class 5 contains 45496 members 
Mstep: Class 6 contains 43554 members 
Mstep: Class 7 contains 54545 members 
Mstep: Class 8 contains 43544 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 41633 members 
Mstep: Class 11 contains 32728 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48474 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 41349 members 
Mstep: Class 17 contains 38123 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47315 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46404 members 
Mstep: Class 22 contains 2533 members 
Mstep: Class 23 contains 44608 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936096.000000 Penalty: 80096.007812
Iteration 484Q: 25 clusters Score -1.269361e+08 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 42525 members 
Mstep: Class 3 contains 45056 members 
Mstep: Class 4 contains 44631 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 43581 members 
Mstep: Class 7 contains 54407 members 
Mstep: Class 8 contains 43551 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 41692 members 
Mstep: Class 11 contains 32426 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48449 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 41564 members 
Mstep: Class 17 contains 38224 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47362 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46393 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 44610 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935928.000000 Penalty: 80096.007812
Iteration 485Q: 25 clusters Score -1.269359e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 42520 members 
Mstep: Class 3 contains 45099 members 
Mstep: Class 4 contains 44638 members 
Mstep: Class 5 contains 45464 members 
Mstep: Class 6 contains 43594 members 
Mstep: Class 7 contains 54272 members 
Mstep: Class 8 contains 43579 members 
Mstep: Class 9 contains 489 members 
Mstep: Class 10 contains 41744 members 
Mstep: Class 11 contains 32225 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48385 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 41778 members 
Mstep: Class 17 contains 38308 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47407 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46372 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 44592 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935792.000000 Penalty: 80096.007812
Iteration 486Q: 25 clusters Score -1.269358e+08 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 42518 members 
Mstep: Class 3 contains 45149 members 
Mstep: Class 4 contains 44656 members 
Mstep: Class 5 contains 45472 members 
Mstep: Class 6 contains 43570 members 
Mstep: Class 7 contains 54143 members 
Mstep: Class 8 contains 43592 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41774 members 
Mstep: Class 11 contains 32028 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48350 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 41983 members 
Mstep: Class 17 contains 38381 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47455 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46352 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 44582 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935624.000000 Penalty: 80096.007812
Iteration 487Q: 25 clusters Score -1.269356e+08 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 42524 members 
Mstep: Class 3 contains 45205 members 
Mstep: Class 4 contains 44669 members 
Mstep: Class 5 contains 45467 members 
Mstep: Class 6 contains 43586 members 
Mstep: Class 7 contains 53992 members 
Mstep: Class 8 contains 43580 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41783 members 
Mstep: Class 11 contains 31906 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48303 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42186 members 
Mstep: Class 17 contains 38436 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47465 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46341 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 44583 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936024.000000 Penalty: 80096.007812
Iteration 488Q: 25 clusters Score -1.26936e+08 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 42513 members 
Mstep: Class 3 contains 45240 members 
Mstep: Class 4 contains 44700 members 
Mstep: Class 5 contains 45441 members 
Mstep: Class 6 contains 43554 members 
Mstep: Class 7 contains 53864 members 
Mstep: Class 8 contains 43575 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41808 members 
Mstep: Class 11 contains 31816 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48270 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42403 members 
Mstep: Class 17 contains 38482 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47485 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46324 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 44570 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935944.000000 Penalty: 80096.007812
Iteration 489Q: 25 clusters Score -1.269359e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 42492 members 
Mstep: Class 3 contains 45263 members 
Mstep: Class 4 contains 44721 members 
Mstep: Class 5 contains 45415 members 
Mstep: Class 6 contains 43558 members 
Mstep: Class 7 contains 53714 members 
Mstep: Class 8 contains 43583 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41824 members 
Mstep: Class 11 contains 31781 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48234 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42593 members 
Mstep: Class 17 contains 38524 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47497 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46306 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 44547 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936128.000000 Penalty: 80096.007812
Iteration 490Q: 25 clusters Score -1.269361e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 42461 members 
Mstep: Class 3 contains 45305 members 
Mstep: Class 4 contains 44732 members 
Mstep: Class 5 contains 45372 members 
Mstep: Class 6 contains 43527 members 
Mstep: Class 7 contains 53555 members 
Mstep: Class 8 contains 43585 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41866 members 
Mstep: Class 11 contains 31786 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48178 members 
Mstep: Class 14 contains 527 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 42790 members 
Mstep: Class 17 contains 38553 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47533 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46284 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 44537 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936272.000000 Penalty: 80096.007812
Iteration 491Q: 25 clusters Score -1.269363e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 42417 members 
Mstep: Class 3 contains 45359 members 
Mstep: Class 4 contains 44717 members 
Mstep: Class 5 contains 45384 members 
Mstep: Class 6 contains 43501 members 
Mstep: Class 7 contains 53334 members 
Mstep: Class 8 contains 43567 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41861 members 
Mstep: Class 11 contains 31808 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48152 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43011 members 
Mstep: Class 17 contains 38605 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47548 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46282 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 44526 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936160.000000 Penalty: 80096.007812
Iteration 492Q: 25 clusters Score -1.269362e+08 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 42369 members 
Mstep: Class 3 contains 45405 members 
Mstep: Class 4 contains 44700 members 
Mstep: Class 5 contains 45351 members 
Mstep: Class 6 contains 43462 members 
Mstep: Class 7 contains 53148 members 
Mstep: Class 8 contains 43573 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41870 members 
Mstep: Class 11 contains 31840 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48089 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43231 members 
Mstep: Class 17 contains 38676 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47545 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46281 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 44543 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936208.000000 Penalty: 80096.007812
Iteration 493Q: 25 clusters Score -1.269362e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 42341 members 
Mstep: Class 3 contains 45427 members 
Mstep: Class 4 contains 44697 members 
Mstep: Class 5 contains 45277 members 
Mstep: Class 6 contains 43435 members 
Mstep: Class 7 contains 53000 members 
Mstep: Class 8 contains 43572 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41886 members 
Mstep: Class 11 contains 31896 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48072 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43392 members 
Mstep: Class 17 contains 38729 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47529 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46275 members 
Mstep: Class 22 contains 2529 members 
Mstep: Class 23 contains 44561 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936120.000000 Penalty: 80096.007812
Iteration 494Q: 25 clusters Score -1.269361e+08 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 42337 members 
Mstep: Class 3 contains 45444 members 
Mstep: Class 4 contains 44678 members 
Mstep: Class 5 contains 45204 members 
Mstep: Class 6 contains 43425 members 
Mstep: Class 7 contains 52841 members 
Mstep: Class 8 contains 43551 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41892 members 
Mstep: Class 11 contains 32000 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48051 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43467 members 
Mstep: Class 17 contains 38755 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47547 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46308 members 
Mstep: Class 22 contains 2529 members 
Mstep: Class 23 contains 44610 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936344.000000 Penalty: 80096.007812
Iteration 495Q: 25 clusters Score -1.269363e+08 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 42327 members 
Mstep: Class 3 contains 45473 members 
Mstep: Class 4 contains 44652 members 
Mstep: Class 5 contains 45156 members 
Mstep: Class 6 contains 43433 members 
Mstep: Class 7 contains 52726 members 
Mstep: Class 8 contains 43543 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41885 members 
Mstep: Class 11 contains 32106 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48060 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43515 members 
Mstep: Class 17 contains 38764 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47567 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46291 members 
Mstep: Class 22 contains 2528 members 
Mstep: Class 23 contains 44632 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936776.000000 Penalty: 80096.007812
Iteration 496Q: 25 clusters Score -1.269368e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 42322 members 
Mstep: Class 3 contains 45487 members 
Mstep: Class 4 contains 44626 members 
Mstep: Class 5 contains 45096 members 
Mstep: Class 6 contains 43443 members 
Mstep: Class 7 contains 52623 members 
Mstep: Class 8 contains 43558 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41876 members 
Mstep: Class 11 contains 32230 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 48014 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43579 members 
Mstep: Class 17 contains 38783 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47591 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46276 members 
Mstep: Class 22 contains 2527 members 
Mstep: Class 23 contains 44648 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937200.000000 Penalty: 80096.007812
Iteration 497Q: 25 clusters Score -1.269372e+08 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 42310 members 
Mstep: Class 3 contains 45489 members 
Mstep: Class 4 contains 44597 members 
Mstep: Class 5 contains 45077 members 
Mstep: Class 6 contains 43472 members 
Mstep: Class 7 contains 52498 members 
Mstep: Class 8 contains 43582 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41860 members 
Mstep: Class 11 contains 32387 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 47922 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43644 members 
Mstep: Class 17 contains 38807 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47606 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46262 members 
Mstep: Class 22 contains 2526 members 
Mstep: Class 23 contains 44663 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937192.000000 Penalty: 80096.007812
Iteration 498Q: 25 clusters Score -1.269372e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 42318 members 
Mstep: Class 3 contains 45502 members 
Mstep: Class 4 contains 44539 members 
Mstep: Class 5 contains 45016 members 
Mstep: Class 6 contains 43495 members 
Mstep: Class 7 contains 52449 members 
Mstep: Class 8 contains 43604 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41843 members 
Mstep: Class 11 contains 32565 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 47812 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43676 members 
Mstep: Class 17 contains 38840 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47615 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46248 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 44682 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937624.000000 Penalty: 80096.007812
Iteration 499Q: 25 clusters Score -1.269376e+08 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 42331 members 
Mstep: Class 3 contains 45528 members 
Mstep: Class 4 contains 44518 members 
Mstep: Class 5 contains 44994 members 
Mstep: Class 6 contains 43504 members 
Mstep: Class 7 contains 52384 members 
Mstep: Class 8 contains 43603 members 
Mstep: Class 9 contains 490 members 
Mstep: Class 10 contains 41853 members 
Mstep: Class 11 contains 32793 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 47672 members 
Mstep: Class 14 contains 528 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 43690 members 
Mstep: Class 17 contains 38845 members 
Mstep: Class 18 contains 566 members 
Mstep: Class 19 contains 47614 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 46229 members 
Mstep: Class 22 contains 2522 members 
Mstep: Class 23 contains 44672 members 
Mstep: Class 24 contains 865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938032.000000 Penalty: 80096.007812
Iteration 500F: 25 clusters Score -1.26938e+08 nChanged 2030
Maximum iterations exceeded
--- Evaluating fit on full set of 2096132 points ---
Entering Unmasked Estep 
Score: -385147328.000000 Penalty: 86634.953125
20->25 Clusters: Score -385147328.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 698710 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 35126 members 
Mstep: Class 3 contains 34938 members 
Mstep: Class 4 contains 34507 members 
Mstep: Class 5 contains 35026 members 
Mstep: Class 6 contains 34882 members 
Mstep: Class 7 contains 34906 members 
Mstep: Class 8 contains 35012 members 
Mstep: Class 9 contains 35047 members 
Mstep: Class 10 contains 34941 members 
Mstep: Class 11 contains 34906 members 
Mstep: Class 12 contains 34977 members 
Mstep: Class 13 contains 34864 members 
Mstep: Class 14 contains 34970 members 
Mstep: Class 15 contains 34846 members 
Mstep: Class 16 contains 34703 members 
Mstep: Class 17 contains 35050 members 
Mstep: Class 18 contains 34805 members 
Mstep: Class 19 contains 35217 members 
Mstep: Class 20 contains 34740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1627.295166 but Gain 3337.335938
Score: -121423952.000000 Penalty: 63409.343750
Iteration 0F: 20 clusters Score -1.21424e+08 nChanged 663314
Entering Unmasked Mstep 
Mstep: Class 0 contains 1706 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 48202 members 
Mstep: Class 3 contains 12130 members 
Mstep: Class 4 contains 101403 members 
Mstep: Class 6 contains 7103 members 
Mstep: Class 7 contains 21170 members 
Mstep: Class 8 contains 51531 members 
Mstep: Class 9 contains 15455 members 
Mstep: Class 10 contains 25501 members 
Mstep: Class 11 contains 5726 members 
Mstep: Class 12 contains 25846 members 
Mstep: Class 13 contains 7615 members 
Mstep: Class 14 contains 125007 members 
Mstep: Class 15 contains 2364 members 
Mstep: Class 16 contains 8165 members 
Mstep: Class 17 contains 51524 members 
Mstep: Class 18 contains 36669 members 
Mstep: Class 19 contains 97613 members 
Mstep: Class 20 contains 13571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2048.639648 but Gain 3337.335938
Score: -125435424.000000 Penalty: 60072.007812
Iteration 1F: 19 clusters Score -1.254354e+08 nChanged 290937
Entering Unmasked Mstep 
Mstep: Class 0 contains 1601 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 31444 members 
Mstep: Class 3 contains 4687 members 
Mstep: Class 4 contains 64262 members 
Mstep: Class 7 contains 4108 members 
Mstep: Class 8 contains 41595 members 
Mstep: Class 9 contains 5919 members 
Mstep: Class 10 contains 21375 members 
Mstep: Class 11 contains 2629 members 
Mstep: Class 12 contains 13472 members 
Mstep: Class 13 contains 2229 members 
Mstep: Class 14 contains 131866 members 
Mstep: Class 15 contains 2531 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 126938 members 
Mstep: Class 18 contains 57843 members 
Mstep: Class 19 contains 140989 members 
Mstep: Class 20 contains 4405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2473.015137 but Gain 3337.332031
Score: -125889912.000000 Penalty: 56734.675781
Iteration 2F: 18 clusters Score -1.258899e+08 nChanged 225018
Entering Unmasked Mstep 
Mstep: Class 0 contains 922 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 36846 members 
Mstep: Class 3 contains 5459 members 
Mstep: Class 4 contains 96015 members 
Mstep: Class 8 contains 49993 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 22809 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 12099 members 
Mstep: Class 13 contains 4025 members 
Mstep: Class 14 contains 98723 members 
Mstep: Class 15 contains 2742 members 
Mstep: Class 16 contains 3625 members 
Mstep: Class 17 contains 101709 members 
Mstep: Class 18 contains 109838 members 
Mstep: Class 19 contains 90146 members 
Mstep: Class 20 contains 6340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126138776.000000 Penalty: 56734.675781
Iteration 3F: 18 clusters Score -1.261388e+08 nChanged 170523
Entering Unmasked Mstep 
Mstep: Class 0 contains 576 members 
Mstep: Class 1 contains 72124 members 
Mstep: Class 2 contains 45654 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 83129 members 
Mstep: Class 8 contains 64687 members 
Mstep: Class 9 contains 3470 members 
Mstep: Class 10 contains 24009 members 
Mstep: Class 11 contains 2630 members 
Mstep: Class 12 contains 11175 members 
Mstep: Class 13 contains 6198 members 
Mstep: Class 14 contains 93022 members 
Mstep: Class 15 contains 2681 members 
Mstep: Class 16 contains 3427 members 
Mstep: Class 17 contains 85164 members 
Mstep: Class 18 contains 85502 members 
Mstep: Class 19 contains 101044 members 
Mstep: Class 20 contains 9827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2828.707031 but Gain 3337.335938
Score: -126341664.000000 Penalty: 53397.339844
Iteration 4F: 17 clusters Score -1.263417e+08 nChanged 138671
Entering Unmasked Mstep 
Mstep: Class 0 contains 406 members 
Mstep: Class 1 contains 93732 members 
Mstep: Class 2 contains 52762 members 
Mstep: Class 3 contains 3735 members 
Mstep: Class 4 contains 78193 members 
Mstep: Class 8 contains 74361 members 
Mstep: Class 10 contains 23492 members 
Mstep: Class 11 contains 2122 members 
Mstep: Class 12 contains 9345 members 
Mstep: Class 13 contains 7586 members 
Mstep: Class 14 contains 85782 members 
Mstep: Class 15 contains 2576 members 
Mstep: Class 16 contains 3084 members 
Mstep: Class 17 contains 87428 members 
Mstep: Class 18 contains 88722 members 
Mstep: Class 19 contains 71601 members 
Mstep: Class 20 contains 13783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2981.333496 but Gain 3337.332031
Score: -126425128.000000 Penalty: 50060.007812
Iteration 5F: 16 clusters Score -1.264251e+08 nChanged 155400
Entering Unmasked Mstep 
Mstep: Class 0 contains 336 members 
Mstep: Class 1 contains 86943 members 
Mstep: Class 2 contains 65119 members 
Mstep: Class 3 contains 3542 members 
Mstep: Class 4 contains 71880 members 
Mstep: Class 8 contains 90056 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 1733 members 
Mstep: Class 12 contains 8359 members 
Mstep: Class 13 contains 7982 members 
Mstep: Class 14 contains 83555 members 
Mstep: Class 15 contains 2353 members 
Mstep: Class 17 contains 76637 members 
Mstep: Class 18 contains 74617 members 
Mstep: Class 19 contains 83279 members 
Mstep: Class 20 contains 17697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126474480.000000 Penalty: 50060.007812
Iteration 6F: 16 clusters Score -1.264745e+08 nChanged 135209
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 79947 members 
Mstep: Class 2 contains 82702 members 
Mstep: Class 3 contains 3359 members 
Mstep: Class 4 contains 73682 members 
Mstep: Class 8 contains 90520 members 
Mstep: Class 10 contains 27614 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 7595 members 
Mstep: Class 13 contains 7109 members 
Mstep: Class 14 contains 78356 members 
Mstep: Class 15 contains 2195 members 
Mstep: Class 17 contains 72353 members 
Mstep: Class 18 contains 76451 members 
Mstep: Class 19 contains 74027 members 
Mstep: Class 20 contains 21086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126514184.000000 Penalty: 50060.007812
Iteration 7F: 16 clusters Score -1.265142e+08 nChanged 107479
Entering Unmasked Mstep 
Mstep: Class 0 contains 243 members 
Mstep: Class 1 contains 82923 members 
Mstep: Class 2 contains 103448 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 74512 members 
Mstep: Class 8 contains 77088 members 
Mstep: Class 10 contains 33348 members 
Mstep: Class 11 contains 1281 members 
Mstep: Class 12 contains 7253 members 
Mstep: Class 13 contains 5826 members 
Mstep: Class 14 contains 73475 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 17 contains 67692 members 
Mstep: Class 18 contains 74322 members 
Mstep: Class 19 contains 67125 members 
Mstep: Class 20 contains 24884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126519688.000000 Penalty: 50060.007812
Iteration 8F: 16 clusters Score -1.265197e+08 nChanged 108817
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 83961 members 
Mstep: Class 2 contains 91403 members 
Mstep: Class 3 contains 3166 members 
Mstep: Class 4 contains 77187 members 
Mstep: Class 8 contains 83733 members 
Mstep: Class 10 contains 42565 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 7328 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 69302 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 17 contains 66009 members 
Mstep: Class 18 contains 73656 members 
Mstep: Class 19 contains 62782 members 
Mstep: Class 20 contains 29651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3054.253418 but Gain 3337.335938
Score: -126567024.000000 Penalty: 46722.671875
Iteration 9F: 15 clusters Score -1.26567e+08 nChanged 87707
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 89717 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 76068 members 
Mstep: Class 8 contains 85275 members 
Mstep: Class 10 contains 56632 members 
Mstep: Class 11 contains 1224 members 
Mstep: Class 12 contains 7380 members 
Mstep: Class 14 contains 65283 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 17 contains 65826 members 
Mstep: Class 18 contains 71309 members 
Mstep: Class 19 contains 59846 members 
Mstep: Class 20 contains 36207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126610864.000000 Penalty: 46722.671875
Iteration 10F: 15 clusters Score -1.266109e+08 nChanged 82168
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 86713 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 74555 members 
Mstep: Class 8 contains 79394 members 
Mstep: Class 10 contains 77321 members 
Mstep: Class 11 contains 1206 members 
Mstep: Class 12 contains 7406 members 
Mstep: Class 14 contains 61054 members 
Mstep: Class 15 contains 1845 members 
Mstep: Class 17 contains 64655 members 
Mstep: Class 18 contains 67504 members 
Mstep: Class 19 contains 57194 members 
Mstep: Class 20 contains 39659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126661904.000000 Penalty: 46722.671875
Iteration 11F: 15 clusters Score -1.266619e+08 nChanged 83703
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 69209 members 
Mstep: Class 2 contains 83965 members 
Mstep: Class 3 contains 3172 members 
Mstep: Class 4 contains 70438 members 
Mstep: Class 8 contains 73912 members 
Mstep: Class 10 contains 108256 members 
Mstep: Class 11 contains 1194 members 
Mstep: Class 12 contains 7447 members 
Mstep: Class 14 contains 57168 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 17 contains 62781 members 
Mstep: Class 18 contains 61816 members 
Mstep: Class 19 contains 55568 members 
Mstep: Class 20 contains 41853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126629640.000000 Penalty: 46722.671875
Iteration 12F: 15 clusters Score -1.266296e+08 nChanged 85960
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 84415 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 71566 members 
Mstep: Class 8 contains 74681 members 
Mstep: Class 10 contains 98213 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 8596 members 
Mstep: Class 14 contains 60419 members 
Mstep: Class 15 contains 1767 members 
Mstep: Class 17 contains 61357 members 
Mstep: Class 18 contains 59409 members 
Mstep: Class 19 contains 56482 members 
Mstep: Class 20 contains 46264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126662648.000000 Penalty: 46722.671875
Iteration 13F: 15 clusters Score -1.266626e+08 nChanged 52121
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 71534 members 
Mstep: Class 2 contains 83639 members 
Mstep: Class 3 contains 3255 members 
Mstep: Class 4 contains 70610 members 
Mstep: Class 8 contains 75813 members 
Mstep: Class 10 contains 95291 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 9989 members 
Mstep: Class 14 contains 60332 members 
Mstep: Class 15 contains 1748 members 
Mstep: Class 17 contains 60528 members 
Mstep: Class 18 contains 57594 members 
Mstep: Class 19 contains 57755 members 
Mstep: Class 20 contains 49304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126675776.000000 Penalty: 46722.671875
Iteration 14F: 15 clusters Score -1.266758e+08 nChanged 40540
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 83463 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 69408 members 
Mstep: Class 8 contains 75677 members 
Mstep: Class 10 contains 92489 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 11844 members 
Mstep: Class 14 contains 60251 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 17 contains 59734 members 
Mstep: Class 18 contains 56264 members 
Mstep: Class 19 contains 59113 members 
Mstep: Class 20 contains 51915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126687152.000000 Penalty: 46722.671875
Iteration 15F: 15 clusters Score -1.266872e+08 nChanged 32552
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 83011 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 4 contains 68137 members 
Mstep: Class 8 contains 74828 members 
Mstep: Class 10 contains 90750 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 14346 members 
Mstep: Class 14 contains 60183 members 
Mstep: Class 15 contains 1735 members 
Mstep: Class 17 contains 59005 members 
Mstep: Class 18 contains 55115 members 
Mstep: Class 19 contains 60375 members 
Mstep: Class 20 contains 54127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126697616.000000 Penalty: 46722.671875
Iteration 16Q: 15 clusters Score -1.266976e+08 nChanged 28176
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 72300 members 
Mstep: Class 2 contains 82245 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 66998 members 
Mstep: Class 8 contains 74022 members 
Mstep: Class 10 contains 89356 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 17647 members 
Mstep: Class 14 contains 59924 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 17 contains 58154 members 
Mstep: Class 18 contains 54167 members 
Mstep: Class 19 contains 61395 members 
Mstep: Class 20 contains 56076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126707640.000000 Penalty: 46722.671875
Iteration 17Q: 15 clusters Score -1.267076e+08 nChanged 25872
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 81488 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 4 contains 65609 members 
Mstep: Class 8 contains 72978 members 
Mstep: Class 10 contains 88330 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 21798 members 
Mstep: Class 14 contains 59627 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 17 contains 57375 members 
Mstep: Class 18 contains 53458 members 
Mstep: Class 19 contains 61908 members 
Mstep: Class 20 contains 57799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126715984.000000 Penalty: 46722.671875
Iteration 18Q: 15 clusters Score -1.26716e+08 nChanged 24477
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 71088 members 
Mstep: Class 2 contains 80413 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 64188 members 
Mstep: Class 8 contains 71938 members 
Mstep: Class 10 contains 87357 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 27205 members 
Mstep: Class 14 contains 59254 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 17 contains 56621 members 
Mstep: Class 18 contains 52722 members 
Mstep: Class 19 contains 62099 members 
Mstep: Class 20 contains 59345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126724960.000000 Penalty: 46722.671875
Iteration 19Q: 15 clusters Score -1.26725e+08 nChanged 23931
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 70093 members 
Mstep: Class 2 contains 79031 members 
Mstep: Class 3 contains 3479 members 
Mstep: Class 4 contains 62927 members 
Mstep: Class 8 contains 70841 members 
Mstep: Class 10 contains 86198 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 34010 members 
Mstep: Class 14 contains 58725 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 17 contains 55642 members 
Mstep: Class 18 contains 52016 members 
Mstep: Class 19 contains 62050 members 
Mstep: Class 20 contains 60674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126736128.000000 Penalty: 46722.671875
Iteration 20F: 15 clusters Score -1.267361e+08 nChanged 24677
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 77200 members 
Mstep: Class 3 contains 3500 members 
Mstep: Class 4 contains 61457 members 
Mstep: Class 8 contains 69521 members 
Mstep: Class 10 contains 85229 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 42843 members 
Mstep: Class 14 contains 58057 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 17 contains 54538 members 
Mstep: Class 18 contains 51244 members 
Mstep: Class 19 contains 61721 members 
Mstep: Class 20 contains 61783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126747744.000000 Penalty: 46722.671875
Iteration 21Q: 15 clusters Score -1.267477e+08 nChanged 26829
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 74829 members 
Mstep: Class 3 contains 3524 members 
Mstep: Class 4 contains 59810 members 
Mstep: Class 8 contains 67621 members 
Mstep: Class 10 contains 84016 members 
Mstep: Class 11 contains 1186 members 
Mstep: Class 12 contains 55135 members 
Mstep: Class 14 contains 57065 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 17 contains 53232 members 
Mstep: Class 18 contains 50368 members 
Mstep: Class 19 contains 60962 members 
Mstep: Class 20 contains 62543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126762624.000000 Penalty: 46722.671875
Iteration 22Q: 15 clusters Score -1.267626e+08 nChanged 32785
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 63118 members 
Mstep: Class 2 contains 71557 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 57530 members 
Mstep: Class 8 contains 63422 members 
Mstep: Class 10 contains 83030 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 73428 members 
Mstep: Class 14 contains 56155 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 17 contains 52002 members 
Mstep: Class 18 contains 49527 members 
Mstep: Class 19 contains 59543 members 
Mstep: Class 20 contains 62834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126772656.000000 Penalty: 46722.671875
Iteration 23Q: 15 clusters Score -1.267727e+08 nChanged 35322
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 68295 members 
Mstep: Class 3 contains 3551 members 
Mstep: Class 4 contains 55341 members 
Mstep: Class 8 contains 57841 members 
Mstep: Class 10 contains 82094 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 92072 members 
Mstep: Class 14 contains 55524 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 17 contains 51139 members 
Mstep: Class 18 contains 48867 members 
Mstep: Class 19 contains 58426 members 
Mstep: Class 20 contains 63251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126743704.000000 Penalty: 46722.671875
Iteration 24F: 15 clusters Score -1.267437e+08 nChanged 42686
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 59183 members 
Mstep: Class 2 contains 65643 members 
Mstep: Class 3 contains 3557 members 
Mstep: Class 4 contains 57503 members 
Mstep: Class 8 contains 54475 members 
Mstep: Class 10 contains 79520 members 
Mstep: Class 11 contains 1187 members 
Mstep: Class 12 contains 93168 members 
Mstep: Class 14 contains 55826 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 17 contains 51908 members 
Mstep: Class 18 contains 48970 members 
Mstep: Class 19 contains 60164 members 
Mstep: Class 20 contains 65772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126743192.000000 Penalty: 46722.671875
Iteration 25F: 15 clusters Score -1.267432e+08 nChanged 26918
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 64755 members 
Mstep: Class 3 contains 3594 members 
Mstep: Class 4 contains 59048 members 
Mstep: Class 8 contains 54957 members 
Mstep: Class 10 contains 80728 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 86727 members 
Mstep: Class 14 contains 56068 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 17 contains 52073 members 
Mstep: Class 18 contains 49137 members 
Mstep: Class 19 contains 61093 members 
Mstep: Class 20 contains 67981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126758792.000000 Penalty: 46722.671875
Iteration 26Q: 15 clusters Score -1.267588e+08 nChanged 19952
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 63508 members 
Mstep: Class 3 contains 3644 members 
Mstep: Class 4 contains 59154 members 
Mstep: Class 8 contains 54510 members 
Mstep: Class 10 contains 80895 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 87193 members 
Mstep: Class 14 contains 56238 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 17 contains 51751 members 
Mstep: Class 18 contains 49380 members 
Mstep: Class 19 contains 61116 members 
Mstep: Class 20 contains 69233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126757736.000000 Penalty: 46722.671875
Iteration 27Q: 15 clusters Score -1.267577e+08 nChanged 16793
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 62569 members 
Mstep: Class 3 contains 3664 members 
Mstep: Class 4 contains 59737 members 
Mstep: Class 8 contains 54803 members 
Mstep: Class 10 contains 80396 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 12 contains 85534 members 
Mstep: Class 14 contains 56345 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 17 contains 51668 members 
Mstep: Class 18 contains 49658 members 
Mstep: Class 19 contains 61595 members 
Mstep: Class 20 contains 70728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126762856.000000 Penalty: 46722.671875
Iteration 28Q: 15 clusters Score -1.267629e+08 nChanged 15452
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 61614 members 
Mstep: Class 3 contains 3695 members 
Mstep: Class 4 contains 60057 members 
Mstep: Class 8 contains 54971 members 
Mstep: Class 10 contains 79953 members 
Mstep: Class 11 contains 1179 members 
Mstep: Class 12 contains 85201 members 
Mstep: Class 14 contains 56298 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 17 contains 51503 members 
Mstep: Class 18 contains 49881 members 
Mstep: Class 19 contains 61867 members 
Mstep: Class 20 contains 71951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126764800.000000 Penalty: 46722.671875
Iteration 29Q: 15 clusters Score -1.267648e+08 nChanged 14616
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 58694 members 
Mstep: Class 2 contains 60742 members 
Mstep: Class 3 contains 3717 members 
Mstep: Class 4 contains 60521 members 
Mstep: Class 8 contains 55187 members 
Mstep: Class 10 contains 79327 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 84438 members 
Mstep: Class 14 contains 56184 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 17 contains 51290 members 
Mstep: Class 18 contains 50206 members 
Mstep: Class 19 contains 62279 members 
Mstep: Class 20 contains 73113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126768200.000000 Penalty: 46722.671875
Iteration 30Q: 15 clusters Score -1.267682e+08 nChanged 14207
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 60016 members 
Mstep: Class 3 contains 3747 members 
Mstep: Class 4 contains 60972 members 
Mstep: Class 8 contains 55360 members 
Mstep: Class 10 contains 78608 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 83962 members 
Mstep: Class 14 contains 56050 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 17 contains 51006 members 
Mstep: Class 18 contains 50614 members 
Mstep: Class 19 contains 62565 members 
Mstep: Class 20 contains 74127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126770584.000000 Penalty: 46722.671875
Iteration 31Q: 15 clusters Score -1.267706e+08 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 59449 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 61503 members 
Mstep: Class 8 contains 55439 members 
Mstep: Class 10 contains 77770 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 83414 members 
Mstep: Class 14 contains 55882 members 
Mstep: Class 15 contains 1733 members 
Mstep: Class 17 contains 50773 members 
Mstep: Class 18 contains 51016 members 
Mstep: Class 19 contains 62859 members 
Mstep: Class 20 contains 75105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126772880.000000 Penalty: 46722.671875
Iteration 32Q: 15 clusters Score -1.267729e+08 nChanged 13242
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 58870 members 
Mstep: Class 3 contains 3788 members 
Mstep: Class 4 contains 62006 members 
Mstep: Class 8 contains 55441 members 
Mstep: Class 10 contains 77053 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 82797 members 
Mstep: Class 14 contains 55747 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 17 contains 50624 members 
Mstep: Class 18 contains 51435 members 
Mstep: Class 19 contains 63164 members 
Mstep: Class 20 contains 76010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126775960.000000 Penalty: 46722.671875
Iteration 33Q: 15 clusters Score -1.26776e+08 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 58285 members 
Mstep: Class 3 contains 3807 members 
Mstep: Class 4 contains 62476 members 
Mstep: Class 8 contains 55481 members 
Mstep: Class 10 contains 76480 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 82066 members 
Mstep: Class 14 contains 55592 members 
Mstep: Class 15 contains 1738 members 
Mstep: Class 17 contains 50394 members 
Mstep: Class 18 contains 51887 members 
Mstep: Class 19 contains 63491 members 
Mstep: Class 20 contains 76878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126778840.000000 Penalty: 46722.671875
Iteration 34Q: 15 clusters Score -1.267788e+08 nChanged 12632
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 57739 members 
Mstep: Class 3 contains 3836 members 
Mstep: Class 4 contains 62927 members 
Mstep: Class 8 contains 55378 members 
Mstep: Class 10 contains 75965 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 81239 members 
Mstep: Class 14 contains 55492 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 17 contains 50233 members 
Mstep: Class 18 contains 52365 members 
Mstep: Class 19 contains 63802 members 
Mstep: Class 20 contains 77665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126780864.000000 Penalty: 46722.671875
Iteration 35Q: 15 clusters Score -1.267809e+08 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 57108 members 
Mstep: Class 3 contains 3856 members 
Mstep: Class 4 contains 63420 members 
Mstep: Class 8 contains 55231 members 
Mstep: Class 10 contains 75411 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 80433 members 
Mstep: Class 14 contains 55483 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 17 contains 50088 members 
Mstep: Class 18 contains 52830 members 
Mstep: Class 19 contains 64170 members 
Mstep: Class 20 contains 78418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126783448.000000 Penalty: 46722.671875
Iteration 36Q: 15 clusters Score -1.267834e+08 nChanged 12069
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 56520 members 
Mstep: Class 3 contains 3883 members 
Mstep: Class 4 contains 63904 members 
Mstep: Class 8 contains 55161 members 
Mstep: Class 10 contains 74703 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 79679 members 
Mstep: Class 14 contains 55427 members 
Mstep: Class 15 contains 1745 members 
Mstep: Class 17 contains 49972 members 
Mstep: Class 18 contains 53242 members 
Mstep: Class 19 contains 64468 members 
Mstep: Class 20 contains 79161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126785392.000000 Penalty: 46722.671875
Iteration 37Q: 15 clusters Score -1.267854e+08 nChanged 11985
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 59777 members 
Mstep: Class 2 contains 55828 members 
Mstep: Class 3 contains 3904 members 
Mstep: Class 4 contains 64346 members 
Mstep: Class 8 contains 55039 members 
Mstep: Class 10 contains 74184 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 78881 members 
Mstep: Class 14 contains 55335 members 
Mstep: Class 15 contains 1748 members 
Mstep: Class 17 contains 49887 members 
Mstep: Class 18 contains 53680 members 
Mstep: Class 19 contains 64868 members 
Mstep: Class 20 contains 79957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126787080.000000 Penalty: 46722.671875
Iteration 38Q: 15 clusters Score -1.267871e+08 nChanged 11790
Entering ConstructFrom: 
Score: -126787080.000000 Penalty: 46722.671875
Entering ConstructFrom: 
Trying to split cluster 1 (60079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60079 members 
Entering Unmasked Estep 
Score: -11105685.000000 Penalty: 2728.847168
	Iteration 0F: 2 clusters Score -1.110568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -11072777.000000 Penalty: 5457.694336
	Iteration 0F: 3 clusters Score -1.107278e+07 nChanged 27984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -11088452.000000 Penalty: 5457.694336
	Iteration 1F: 3 clusters Score -1.108845e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -11089299.000000 Penalty: 5457.694336
	Iteration 2Q: 3 clusters Score -1.10893e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -11090383.000000 Penalty: 5457.694336
	Iteration 3Q: 3 clusters Score -1.109038e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -11091945.000000 Penalty: 5457.694336
	Iteration 4F: 3 clusters Score -1.109194e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -11094224.000000 Penalty: 5457.694336
	Iteration 5F: 3 clusters Score -1.109422e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -11097259.000000 Penalty: 5457.694336
	Iteration 6F: 3 clusters Score -1.109726e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -11100151.000000 Penalty: 5457.694336
	Iteration 7F: 3 clusters Score -1.110015e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -11102143.000000 Penalty: 5457.694336
	Iteration 8F: 3 clusters Score -1.110214e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -11103034.000000 Penalty: 5457.694336
	Iteration 9Q: 3 clusters Score -1.110303e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -11103706.000000 Penalty: 5457.694336
	Iteration 10Q: 3 clusters Score -1.110371e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -11104058.000000 Penalty: 5457.694336
	Iteration 11Q: 3 clusters Score -1.110406e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -11104051.000000 Penalty: 5457.694336
	Iteration 12Q: 3 clusters Score -1.110405e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55524 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -11104079.000000 Penalty: 5457.694336
	Iteration 13Q: 3 clusters Score -1.110408e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -11104120.000000 Penalty: 5457.694336
	Iteration 14Q: 3 clusters Score -1.110412e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -11104064.000000 Penalty: 5457.694336
	Iteration 15Q: 3 clusters Score -1.110406e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56849 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -11104049.000000 Penalty: 5457.694336
	Iteration 16Q: 3 clusters Score -1.110405e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57177 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -11104014.000000 Penalty: 5457.694336
	Iteration 17Q: 3 clusters Score -1.110401e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -11103998.000000 Penalty: 5457.694336
	Iteration 18Q: 3 clusters Score -1.1104e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -11103974.000000 Penalty: 5457.694336
	Iteration 19Q: 3 clusters Score -1.110397e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -11103936.000000 Penalty: 5457.694336
	Iteration 20F: 3 clusters Score -1.110394e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -11103880.000000 Penalty: 5457.694336
	Iteration 21Q: 3 clusters Score -1.110388e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -11103889.000000 Penalty: 5457.694336
	Iteration 22Q: 3 clusters Score -1.110389e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -11103850.000000 Penalty: 5457.694336
	Iteration 23Q: 3 clusters Score -1.110385e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -11103842.000000 Penalty: 5457.694336
	Iteration 24Q: 3 clusters Score -1.110384e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11103822.000000 Penalty: 5457.694336
	Iteration 25Q: 3 clusters Score -1.110382e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11103805.000000 Penalty: 5457.694336
	Iteration 26Q: 3 clusters Score -1.11038e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11103771.000000 Penalty: 5457.694336
	Iteration 27Q: 3 clusters Score -1.110377e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -11103766.000000 Penalty: 5457.694336
	Iteration 28Q: 3 clusters Score -1.110377e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11103762.000000 Penalty: 5457.694336
	Iteration 29Q: 3 clusters Score -1.110376e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58840 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11103779.000000 Penalty: 5457.694336
	Iteration 30Q: 3 clusters Score -1.110378e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11103763.000000 Penalty: 5457.694336
	Iteration 31Q: 3 clusters Score -1.110376e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -11103744.000000 Penalty: 5457.694336
	Iteration 32Q: 3 clusters Score -1.110374e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58974 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -11103737.000000 Penalty: 5457.694336
	Iteration 33Q: 3 clusters Score -1.110374e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -11103766.000000 Penalty: 5457.694336
	Iteration 34Q: 3 clusters Score -1.110377e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -11103764.000000 Penalty: 5457.694336
	Iteration 35Q: 3 clusters Score -1.110376e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11103769.000000 Penalty: 5457.694336
	Iteration 36Q: 3 clusters Score -1.110377e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59091 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -11103770.000000 Penalty: 5457.694336
	Iteration 37Q: 3 clusters Score -1.110377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11103783.000000 Penalty: 5457.694336
	Iteration 38Q: 3 clusters Score -1.110378e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -11103768.000000 Penalty: 5457.694336
	Iteration 39Q: 3 clusters Score -1.110377e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -11103775.000000 Penalty: 5457.694336
	Iteration 40F: 3 clusters Score -1.110378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59150 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11103766.000000 Penalty: 5457.694336
	Iteration 41Q: 3 clusters Score -1.110377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59160 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11103761.000000 Penalty: 5457.694336
	Iteration 42Q: 3 clusters Score -1.110376e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -11103753.000000 Penalty: 5457.694336
	Iteration 43Q: 3 clusters Score -1.110375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11103766.000000 Penalty: 5457.694336
	Iteration 44Q: 3 clusters Score -1.110377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11103757.000000 Penalty: 5457.694336
	Iteration 45Q: 3 clusters Score -1.110376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11103750.000000 Penalty: 5457.694336
	Iteration 46Q: 3 clusters Score -1.110375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -11103753.000000 Penalty: 5457.694336
	Iteration 47Q: 3 clusters Score -1.110375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -11103753.000000 Penalty: 5457.694336
	Iteration 48Q: 3 clusters Score -1.110375e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -11103745.000000 Penalty: 5457.694336
	Iteration 49Q: 3 clusters Score -1.110374e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -11103741.000000 Penalty: 5457.694336
	Iteration 50Q: 3 clusters Score -1.110374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11103737.000000 Penalty: 5457.694336
	Iteration 51Q: 3 clusters Score -1.110374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59228 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11103739.000000 Penalty: 5457.694336
	Iteration 52Q: 3 clusters Score -1.110374e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11103747.000000 Penalty: 5457.694336
	Iteration 53Q: 3 clusters Score -1.110375e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11103747.000000 Penalty: 5457.694336
	Iteration 54Q: 3 clusters Score -1.110375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59240 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -11103746.000000 Penalty: 5457.694336
	Iteration 55Q: 3 clusters Score -1.110375e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11103745.000000 Penalty: 5457.694336
	Iteration 56Q: 3 clusters Score -1.110374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11103743.000000 Penalty: 5457.694336
	Iteration 57Q: 3 clusters Score -1.110374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59246 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11103740.000000 Penalty: 5457.694336
	Iteration 58Q: 3 clusters Score -1.110374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11103745.000000 Penalty: 5457.694336
	Iteration 59Q: 3 clusters Score -1.110374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59250 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11103743.000000 Penalty: 5457.694336
	Iteration 60F: 3 clusters Score -1.110374e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11103734.000000 Penalty: 5457.694336
	Iteration 61Q: 3 clusters Score -1.110373e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11103730.000000 Penalty: 5457.694336
	Iteration 62Q: 3 clusters Score -1.110373e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59260 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11103741.000000 Penalty: 5457.694336
	Iteration 63Q: 3 clusters Score -1.110374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11103745.000000 Penalty: 5457.694336
	Iteration 64Q: 3 clusters Score -1.110374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59267 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -11103730.000000 Penalty: 5457.694336
	Iteration 65Q: 3 clusters Score -1.110373e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59271 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -11103721.000000 Penalty: 5457.694336
	Iteration 66Q: 3 clusters Score -1.110372e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11103738.000000 Penalty: 5457.694336
	Iteration 67Q: 3 clusters Score -1.110374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11103734.000000 Penalty: 5457.694336
	Iteration 68Q: 3 clusters Score -1.110373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -11103741.000000 Penalty: 5457.694336
	Iteration 69Q: 3 clusters Score -1.110374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11103732.000000 Penalty: 5457.694336
	Iteration 70Q: 3 clusters Score -1.110373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -11103732.000000 Penalty: 5457.694336
	Iteration 71F: 3 clusters Score -1.110373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (55279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Entering Unmasked Estep 
Score: -10172919.000000 Penalty: 2708.197021
	Iteration 0F: 2 clusters Score -1.017292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -10141231.000000 Penalty: 5416.394043
	Iteration 0F: 3 clusters Score -1.014123e+07 nChanged 25671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -10155419.000000 Penalty: 5416.394043
	Iteration 1F: 3 clusters Score -1.015542e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -10156051.000000 Penalty: 5416.394043
	Iteration 2Q: 3 clusters Score -1.015605e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -10156680.000000 Penalty: 5416.394043
	Iteration 3Q: 3 clusters Score -1.015668e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -10157507.000000 Penalty: 5416.394043
	Iteration 4Q: 3 clusters Score -1.015751e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -10158945.000000 Penalty: 5416.394043
	Iteration 5Q: 3 clusters Score -1.015894e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -10161119.000000 Penalty: 5416.394043
	Iteration 6F: 3 clusters Score -1.016112e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -10164348.000000 Penalty: 5416.394043
	Iteration 7F: 3 clusters Score -1.016435e+07 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -10168315.000000 Penalty: 5416.394043
	Iteration 8F: 3 clusters Score -1.016832e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -10171895.000000 Penalty: 5416.394043
	Iteration 9F: 3 clusters Score -1.01719e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -10173584.000000 Penalty: 5416.394043
	Iteration 10Q: 3 clusters Score -1.017358e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -10174023.000000 Penalty: 5416.394043
	Iteration 11Q: 3 clusters Score -1.017402e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -10173874.000000 Penalty: 5416.394043
	Iteration 12Q: 3 clusters Score -1.017387e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -10173480.000000 Penalty: 5416.394043
	Iteration 13Q: 3 clusters Score -1.017348e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -10172931.000000 Penalty: 5416.394043
	Iteration 14Q: 3 clusters Score -1.017293e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -10172588.000000 Penalty: 5416.394043
	Iteration 15Q: 3 clusters Score -1.017259e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -10172389.000000 Penalty: 5416.394043
	Iteration 16Q: 3 clusters Score -1.017239e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -10172243.000000 Penalty: 5416.394043
	Iteration 17Q: 3 clusters Score -1.017224e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -10172073.000000 Penalty: 5416.394043
	Iteration 18Q: 3 clusters Score -1.017207e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53543 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -10171902.000000 Penalty: 5416.394043
	Iteration 19Q: 3 clusters Score -1.01719e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -10171822.000000 Penalty: 5416.394043
	Iteration 20F: 3 clusters Score -1.017182e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -10171700.000000 Penalty: 5416.394043
	Iteration 21Q: 3 clusters Score -1.01717e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -10171614.000000 Penalty: 5416.394043
	Iteration 22Q: 3 clusters Score -1.017161e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10171532.000000 Penalty: 5416.394043
	Iteration 23Q: 3 clusters Score -1.017153e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54291 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10171513.000000 Penalty: 5416.394043
	Iteration 24Q: 3 clusters Score -1.017151e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10171457.000000 Penalty: 5416.394043
	Iteration 25Q: 3 clusters Score -1.017146e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54419 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10171436.000000 Penalty: 5416.394043
	Iteration 26Q: 3 clusters Score -1.017144e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10171416.000000 Penalty: 5416.394043
	Iteration 27Q: 3 clusters Score -1.017142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10171419.000000 Penalty: 5416.394043
	Iteration 28Q: 3 clusters Score -1.017142e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10171400.000000 Penalty: 5416.394043
	Iteration 29Q: 3 clusters Score -1.01714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10171398.000000 Penalty: 5416.394043
	Iteration 30Q: 3 clusters Score -1.01714e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -10171383.000000 Penalty: 5416.394043
	Iteration 31Q: 3 clusters Score -1.017138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10171374.000000 Penalty: 5416.394043
	Iteration 32Q: 3 clusters Score -1.017137e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -10171376.000000 Penalty: 5416.394043
	Iteration 33Q: 3 clusters Score -1.017138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10171375.000000 Penalty: 5416.394043
	Iteration 34Q: 3 clusters Score -1.017138e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10171367.000000 Penalty: 5416.394043
	Iteration 35Q: 3 clusters Score -1.017137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10171359.000000 Penalty: 5416.394043
	Iteration 36Q: 3 clusters Score -1.017136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10171368.000000 Penalty: 5416.394043
	Iteration 37Q: 3 clusters Score -1.017137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -10171360.000000 Penalty: 5416.394043
	Iteration 38Q: 3 clusters Score -1.017136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -10171349.000000 Penalty: 5416.394043
	Iteration 39Q: 3 clusters Score -1.017135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10171345.000000 Penalty: 5416.394043
	Iteration 40F: 3 clusters Score -1.017134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10171342.000000 Penalty: 5416.394043
	Iteration 41Q: 3 clusters Score -1.017134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10171341.000000 Penalty: 5416.394043
	Iteration 42Q: 3 clusters Score -1.017134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10171345.000000 Penalty: 5416.394043
	Iteration 43Q: 3 clusters Score -1.017134e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -10171345.000000 Penalty: 5416.394043
	Iteration 44F: 3 clusters Score -1.017134e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Entering Unmasked Estep 
Score: -646575.250000 Penalty: 2052.671875
	Iteration 0F: 2 clusters Score -646575.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -642980.312500 Penalty: 4105.343750
	Iteration 0F: 3 clusters Score -642980.3 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -644632.125000 Penalty: 4105.343750
	Iteration 1F: 3 clusters Score -644632.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -645731.875000 Penalty: 4105.343750
	Iteration 2F: 3 clusters Score -645731.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -647757.937500 Penalty: 4105.343750
	Iteration 3F: 3 clusters Score -647757.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -650812.562500 Penalty: 4105.343750
	Iteration 4F: 3 clusters Score -650812.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -652598.812500 Penalty: 4105.343750
	Iteration 5F: 3 clusters Score -652598.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -652861.750000 Penalty: 4105.343750
	Iteration 6Q: 3 clusters Score -652861.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -652932.750000 Penalty: 4105.343750
	Iteration 7Q: 3 clusters Score -652932.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -652968.062500 Penalty: 4105.343750
	Iteration 8Q: 3 clusters Score -652968.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -652989.500000 Penalty: 4105.343750
	Iteration 9Q: 3 clusters Score -652989.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -653015.687500 Penalty: 4105.343750
	Iteration 10Q: 3 clusters Score -653015.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -653028.812500 Penalty: 4105.343750
	Iteration 11Q: 3 clusters Score -653028.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -653042.937500 Penalty: 4105.343750
	Iteration 12Q: 3 clusters Score -653042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -653044.937500 Penalty: 4105.343750
	Iteration 13Q: 3 clusters Score -653044.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -653051.562500 Penalty: 4105.343750
	Iteration 14Q: 3 clusters Score -653051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -653055.375000 Penalty: 4105.343750
	Iteration 15Q: 3 clusters Score -653055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -653059.187500 Penalty: 4105.343750
	Iteration 16Q: 3 clusters Score -653059.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -653061.750000 Penalty: 4105.343750
	Iteration 17Q: 3 clusters Score -653061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -653116.625000 Penalty: 4105.343750
	Iteration 18F: 3 clusters Score -653116.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -653217.937500 Penalty: 4105.343750
	Iteration 19Q: 3 clusters Score -653217.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -653294.375000 Penalty: 4105.343750
	Iteration 20F: 3 clusters Score -653294.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -653428.750000 Penalty: 4105.343750
	Iteration 21Q: 3 clusters Score -653428.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -653627.437500 Penalty: 4105.343750
	Iteration 22Q: 3 clusters Score -653627.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -653773.000000 Penalty: 4105.343750
	Iteration 23Q: 3 clusters Score -653773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -653792.687500 Penalty: 4105.343750
	Iteration 24Q: 3 clusters Score -653792.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -653794.687500 Penalty: 4105.343750
	Iteration 25Q: 3 clusters Score -653794.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -653796.812500 Penalty: 4105.343750
	Iteration 26Q: 3 clusters Score -653796.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -653798.125000 Penalty: 4105.343750
	Iteration 27Q: 3 clusters Score -653798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -653799.250000 Penalty: 4105.343750
	Iteration 28Q: 3 clusters Score -653799.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -653799.625000 Penalty: 4105.343750
	Iteration 29Q: 3 clusters Score -653799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -653798.250000 Penalty: 4105.343750
	Iteration 30Q: 3 clusters Score -653798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -653800.062500 Penalty: 4105.343750
	Iteration 31Q: 3 clusters Score -653800.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -653800.750000 Penalty: 4105.343750
	Iteration 32Q: 3 clusters Score -653800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -653803.562500 Penalty: 4105.343750
	Iteration 33Q: 3 clusters Score -653803.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -653802.812500 Penalty: 4105.343750
	Iteration 34Q: 3 clusters Score -653802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -653802.812500 Penalty: 4105.343750
	Iteration 35F: 3 clusters Score -653802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 55279 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 64691 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 8 contains 54911 members 
Mstep: Class 10 contains 73579 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 78083 members 
Mstep: Class 14 contains 55301 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 17 contains 49805 members 
Mstep: Class 18 contains 54012 members 
Mstep: Class 19 contains 65251 members 
Mstep: Class 20 contains 80763 members 
Entering Unmasked Estep 
Score: -126792688.000000 Penalty: 50060.007812
Splitting cluster 3 changes total score from -126787080.000000 to -126792688.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 4 (64691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Entering Unmasked Estep 
Score: -11943252.000000 Penalty: 2747.189453
	Iteration 0F: 2 clusters Score -1.194325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -11916472.000000 Penalty: 5494.378906
	Iteration 0F: 3 clusters Score -1.191647e+07 nChanged 30162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -11933587.000000 Penalty: 5494.378906
	Iteration 1F: 3 clusters Score -1.193359e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -11934778.000000 Penalty: 5494.378906
	Iteration 2Q: 3 clusters Score -1.193478e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -11936949.000000 Penalty: 5494.378906
	Iteration 3F: 3 clusters Score -1.193695e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -11939824.000000 Penalty: 5494.378906
	Iteration 4F: 3 clusters Score -1.193982e+07 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -11941857.000000 Penalty: 5494.378906
	Iteration 5F: 3 clusters Score -1.194186e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -11943078.000000 Penalty: 5494.378906
	Iteration 6F: 3 clusters Score -1.194308e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -11943554.000000 Penalty: 5494.378906
	Iteration 7F: 3 clusters Score -1.194355e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -11943535.000000 Penalty: 5494.378906
	Iteration 8Q: 3 clusters Score -1.194354e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60740 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -11943413.000000 Penalty: 5494.378906
	Iteration 9Q: 3 clusters Score -1.194341e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -11943268.000000 Penalty: 5494.378906
	Iteration 10Q: 3 clusters Score -1.194327e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61840 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -11943132.000000 Penalty: 5494.378906
	Iteration 11Q: 3 clusters Score -1.194313e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -11942971.000000 Penalty: 5494.378906
	Iteration 12Q: 3 clusters Score -1.194297e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62440 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -11942869.000000 Penalty: 5494.378906
	Iteration 13Q: 3 clusters Score -1.194287e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -11942790.000000 Penalty: 5494.378906
	Iteration 14Q: 3 clusters Score -1.194279e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -11942693.000000 Penalty: 5494.378906
	Iteration 15Q: 3 clusters Score -1.194269e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -11942605.000000 Penalty: 5494.378906
	Iteration 16Q: 3 clusters Score -1.19426e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63073 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -11942552.000000 Penalty: 5494.378906
	Iteration 17Q: 3 clusters Score -1.194255e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -11942467.000000 Penalty: 5494.378906
	Iteration 18Q: 3 clusters Score -1.194247e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63270 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -11942408.000000 Penalty: 5494.378906
	Iteration 19Q: 3 clusters Score -1.194241e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63353 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -11942352.000000 Penalty: 5494.378906
	Iteration 20F: 3 clusters Score -1.194235e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -11942322.000000 Penalty: 5494.378906
	Iteration 21Q: 3 clusters Score -1.194232e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -11942268.000000 Penalty: 5494.378906
	Iteration 22Q: 3 clusters Score -1.194227e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -11942231.000000 Penalty: 5494.378906
	Iteration 23Q: 3 clusters Score -1.194223e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -11942191.000000 Penalty: 5494.378906
	Iteration 24Q: 3 clusters Score -1.194219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63552 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -11942170.000000 Penalty: 5494.378906
	Iteration 25Q: 3 clusters Score -1.194217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63571 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -11942175.000000 Penalty: 5494.378906
	Iteration 26Q: 3 clusters Score -1.194218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63587 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -11942161.000000 Penalty: 5494.378906
	Iteration 27Q: 3 clusters Score -1.194216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63600 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -11942150.000000 Penalty: 5494.378906
	Iteration 28Q: 3 clusters Score -1.194215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -11942141.000000 Penalty: 5494.378906
	Iteration 29Q: 3 clusters Score -1.194214e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11942135.000000 Penalty: 5494.378906
	Iteration 30Q: 3 clusters Score -1.194214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11942135.000000 Penalty: 5494.378906
	Iteration 31Q: 3 clusters Score -1.194214e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -11942133.000000 Penalty: 5494.378906
	Iteration 32Q: 3 clusters Score -1.194213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11942133.000000 Penalty: 5494.378906
	Iteration 33Q: 3 clusters Score -1.194213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63655 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -11942128.000000 Penalty: 5494.378906
	Iteration 34Q: 3 clusters Score -1.194213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11942123.000000 Penalty: 5494.378906
	Iteration 35Q: 3 clusters Score -1.194212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63680 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -11942121.000000 Penalty: 5494.378906
	Iteration 36Q: 3 clusters Score -1.194212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -11942124.000000 Penalty: 5494.378906
	Iteration 37Q: 3 clusters Score -1.194212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -11942129.000000 Penalty: 5494.378906
	Iteration 38Q: 3 clusters Score -1.194213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -11942110.000000 Penalty: 5494.378906
	Iteration 39Q: 3 clusters Score -1.194211e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63719 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -11942091.000000 Penalty: 5494.378906
	Iteration 40F: 3 clusters Score -1.194209e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11942085.000000 Penalty: 5494.378906
	Iteration 41Q: 3 clusters Score -1.194208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63747 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11942069.000000 Penalty: 5494.378906
	Iteration 42Q: 3 clusters Score -1.194207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11942049.000000 Penalty: 5494.378906
	Iteration 43Q: 3 clusters Score -1.194205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11942048.000000 Penalty: 5494.378906
	Iteration 44Q: 3 clusters Score -1.194205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63779 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11942037.000000 Penalty: 5494.378906
	Iteration 45Q: 3 clusters Score -1.194204e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11942033.000000 Penalty: 5494.378906
	Iteration 46Q: 3 clusters Score -1.194203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63795 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -11942029.000000 Penalty: 5494.378906
	Iteration 47Q: 3 clusters Score -1.194203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11942017.000000 Penalty: 5494.378906
	Iteration 48Q: 3 clusters Score -1.194202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11942011.000000 Penalty: 5494.378906
	Iteration 49Q: 3 clusters Score -1.194201e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11942013.000000 Penalty: 5494.378906
	Iteration 50Q: 3 clusters Score -1.194201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63819 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -11942003.000000 Penalty: 5494.378906
	Iteration 51Q: 3 clusters Score -1.1942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11942007.000000 Penalty: 5494.378906
	Iteration 52Q: 3 clusters Score -1.194201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -11941988.000000 Penalty: 5494.378906
	Iteration 53Q: 3 clusters Score -1.194199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -11941985.000000 Penalty: 5494.378906
	Iteration 54Q: 3 clusters Score -1.194198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11941991.000000 Penalty: 5494.378906
	Iteration 55Q: 3 clusters Score -1.194199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11941983.000000 Penalty: 5494.378906
	Iteration 56Q: 3 clusters Score -1.194198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11941982.000000 Penalty: 5494.378906
	Iteration 57Q: 3 clusters Score -1.194198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11941982.000000 Penalty: 5494.378906
	Iteration 58F: 3 clusters Score -1.194198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (54911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Entering Unmasked Estep 
Score: -10117661.000000 Penalty: 2706.540283
	Iteration 0F: 2 clusters Score -1.011766e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -10086333.000000 Penalty: 5413.080566
	Iteration 0F: 3 clusters Score -1.008633e+07 nChanged 25386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -10100349.000000 Penalty: 5413.080566
	Iteration 1F: 3 clusters Score -1.010035e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -10101181.000000 Penalty: 5413.080566
	Iteration 2Q: 3 clusters Score -1.010118e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -10102031.000000 Penalty: 5413.080566
	Iteration 3Q: 3 clusters Score -1.010203e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -10103382.000000 Penalty: 5413.080566
	Iteration 4Q: 3 clusters Score -1.010338e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -10105019.000000 Penalty: 5413.080566
	Iteration 5Q: 3 clusters Score -1.010502e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -10107108.000000 Penalty: 5413.080566
	Iteration 6F: 3 clusters Score -1.010711e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -10109362.000000 Penalty: 5413.080566
	Iteration 7F: 3 clusters Score -1.010936e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -10111472.000000 Penalty: 5413.080566
	Iteration 8F: 3 clusters Score -1.011147e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -10113131.000000 Penalty: 5413.080566
	Iteration 9F: 3 clusters Score -1.011313e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -10114287.000000 Penalty: 5413.080566
	Iteration 10Q: 3 clusters Score -1.011429e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -10114970.000000 Penalty: 5413.080566
	Iteration 11Q: 3 clusters Score -1.011497e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -10115355.000000 Penalty: 5413.080566
	Iteration 12Q: 3 clusters Score -1.011536e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -10115558.000000 Penalty: 5413.080566
	Iteration 13Q: 3 clusters Score -1.011556e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -10115687.000000 Penalty: 5413.080566
	Iteration 14Q: 3 clusters Score -1.011569e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -10115858.000000 Penalty: 5413.080566
	Iteration 15Q: 3 clusters Score -1.011586e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -10115969.000000 Penalty: 5413.080566
	Iteration 16Q: 3 clusters Score -1.011597e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -10116096.000000 Penalty: 5413.080566
	Iteration 17Q: 3 clusters Score -1.01161e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -10116221.000000 Penalty: 5413.080566
	Iteration 18Q: 3 clusters Score -1.011622e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -10116330.000000 Penalty: 5413.080566
	Iteration 19Q: 3 clusters Score -1.011633e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -10116398.000000 Penalty: 5413.080566
	Iteration 20F: 3 clusters Score -1.01164e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -10116457.000000 Penalty: 5413.080566
	Iteration 21Q: 3 clusters Score -1.011646e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -10116527.000000 Penalty: 5413.080566
	Iteration 22Q: 3 clusters Score -1.011653e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -10116562.000000 Penalty: 5413.080566
	Iteration 23Q: 3 clusters Score -1.011656e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -10116582.000000 Penalty: 5413.080566
	Iteration 24Q: 3 clusters Score -1.011658e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -10116545.000000 Penalty: 5413.080566
	Iteration 25Q: 3 clusters Score -1.011654e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -10116609.000000 Penalty: 5413.080566
	Iteration 26Q: 3 clusters Score -1.011661e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -10116641.000000 Penalty: 5413.080566
	Iteration 27Q: 3 clusters Score -1.011664e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -10116683.000000 Penalty: 5413.080566
	Iteration 28Q: 3 clusters Score -1.011668e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -10116722.000000 Penalty: 5413.080566
	Iteration 29Q: 3 clusters Score -1.011672e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -10116720.000000 Penalty: 5413.080566
	Iteration 30Q: 3 clusters Score -1.011672e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -10116707.000000 Penalty: 5413.080566
	Iteration 31Q: 3 clusters Score -1.011671e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -10116711.000000 Penalty: 5413.080566
	Iteration 32Q: 3 clusters Score -1.011671e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -10116727.000000 Penalty: 5413.080566
	Iteration 33Q: 3 clusters Score -1.011673e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -10116737.000000 Penalty: 5413.080566
	Iteration 34Q: 3 clusters Score -1.011674e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -10116751.000000 Penalty: 5413.080566
	Iteration 35Q: 3 clusters Score -1.011675e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -10116746.000000 Penalty: 5413.080566
	Iteration 36Q: 3 clusters Score -1.011675e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -10116733.000000 Penalty: 5413.080566
	Iteration 37Q: 3 clusters Score -1.011673e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -10116720.000000 Penalty: 5413.080566
	Iteration 38Q: 3 clusters Score -1.011672e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -10116725.000000 Penalty: 5413.080566
	Iteration 39Q: 3 clusters Score -1.011672e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -10116724.000000 Penalty: 5413.080566
	Iteration 40F: 3 clusters Score -1.011672e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -10116742.000000 Penalty: 5413.080566
	Iteration 41Q: 3 clusters Score -1.011674e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -10116737.000000 Penalty: 5413.080566
	Iteration 42Q: 3 clusters Score -1.011674e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -10116764.000000 Penalty: 5413.080566
	Iteration 43Q: 3 clusters Score -1.011676e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -10116763.000000 Penalty: 5413.080566
	Iteration 44Q: 3 clusters Score -1.011676e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -10116782.000000 Penalty: 5413.080566
	Iteration 45Q: 3 clusters Score -1.011678e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -10116756.000000 Penalty: 5413.080566
	Iteration 46Q: 3 clusters Score -1.011676e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -10116770.000000 Penalty: 5413.080566
	Iteration 47Q: 3 clusters Score -1.011677e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -10116760.000000 Penalty: 5413.080566
	Iteration 48Q: 3 clusters Score -1.011676e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -10116773.000000 Penalty: 5413.080566
	Iteration 49Q: 3 clusters Score -1.011677e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -10116806.000000 Penalty: 5413.080566
	Iteration 50Q: 3 clusters Score -1.011681e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -10116812.000000 Penalty: 5413.080566
	Iteration 51Q: 3 clusters Score -1.011681e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -10116808.000000 Penalty: 5413.080566
	Iteration 52Q: 3 clusters Score -1.011681e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -10116816.000000 Penalty: 5413.080566
	Iteration 53Q: 3 clusters Score -1.011682e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -10116829.000000 Penalty: 5413.080566
	Iteration 54Q: 3 clusters Score -1.011683e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -10116820.000000 Penalty: 5413.080566
	Iteration 55Q: 3 clusters Score -1.011682e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -10116832.000000 Penalty: 5413.080566
	Iteration 56Q: 3 clusters Score -1.011683e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -10116829.000000 Penalty: 5413.080566
	Iteration 57Q: 3 clusters Score -1.011683e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -10116824.000000 Penalty: 5413.080566
	Iteration 58Q: 3 clusters Score -1.011682e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -10116823.000000 Penalty: 5413.080566
	Iteration 59Q: 3 clusters Score -1.011682e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -10116814.000000 Penalty: 5413.080566
	Iteration 60F: 3 clusters Score -1.011681e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -10116815.000000 Penalty: 5413.080566
	Iteration 61Q: 3 clusters Score -1.011682e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -10116805.000000 Penalty: 5413.080566
	Iteration 62Q: 3 clusters Score -1.01168e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -10116829.000000 Penalty: 5413.080566
	Iteration 63Q: 3 clusters Score -1.011683e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -10116831.000000 Penalty: 5413.080566
	Iteration 64Q: 3 clusters Score -1.011683e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -10116843.000000 Penalty: 5413.080566
	Iteration 65Q: 3 clusters Score -1.011684e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -10116844.000000 Penalty: 5413.080566
	Iteration 66Q: 3 clusters Score -1.011684e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -10116849.000000 Penalty: 5413.080566
	Iteration 67Q: 3 clusters Score -1.011685e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -10116843.000000 Penalty: 5413.080566
	Iteration 68Q: 3 clusters Score -1.011684e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -10116846.000000 Penalty: 5413.080566
	Iteration 69Q: 3 clusters Score -1.011685e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -10116854.000000 Penalty: 5413.080566
	Iteration 70Q: 3 clusters Score -1.011685e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -10116860.000000 Penalty: 5413.080566
	Iteration 71Q: 3 clusters Score -1.011686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -10116865.000000 Penalty: 5413.080566
	Iteration 72Q: 3 clusters Score -1.011686e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -10116865.000000 Penalty: 5413.080566
	Iteration 73Q: 3 clusters Score -1.011686e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -10116879.000000 Penalty: 5413.080566
	Iteration 74Q: 3 clusters Score -1.011688e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -10116888.000000 Penalty: 5413.080566
	Iteration 75Q: 3 clusters Score -1.011689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -10116889.000000 Penalty: 5413.080566
	Iteration 76Q: 3 clusters Score -1.011689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -10116890.000000 Penalty: 5413.080566
	Iteration 77Q: 3 clusters Score -1.011689e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -10116892.000000 Penalty: 5413.080566
	Iteration 78Q: 3 clusters Score -1.011689e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -10116893.000000 Penalty: 5413.080566
	Iteration 79Q: 3 clusters Score -1.011689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -10116898.000000 Penalty: 5413.080566
	Iteration 80F: 3 clusters Score -1.01169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -10116899.000000 Penalty: 5413.080566
	Iteration 81Q: 3 clusters Score -1.01169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -10116905.000000 Penalty: 5413.080566
	Iteration 82Q: 3 clusters Score -1.01169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -10116901.000000 Penalty: 5413.080566
	Iteration 83Q: 3 clusters Score -1.01169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -10116898.000000 Penalty: 5413.080566
	Iteration 84Q: 3 clusters Score -1.01169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -10116892.000000 Penalty: 5413.080566
	Iteration 85Q: 3 clusters Score -1.011689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -10116889.000000 Penalty: 5413.080566
	Iteration 86Q: 3 clusters Score -1.011689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -10116893.000000 Penalty: 5413.080566
	Iteration 87Q: 3 clusters Score -1.011689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -10116895.000000 Penalty: 5413.080566
	Iteration 88Q: 3 clusters Score -1.01169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -10116896.000000 Penalty: 5413.080566
	Iteration 89Q: 3 clusters Score -1.01169e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -10116894.000000 Penalty: 5413.080566
	Iteration 90Q: 3 clusters Score -1.011689e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -10116884.000000 Penalty: 5413.080566
	Iteration 91Q: 3 clusters Score -1.011688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -10116889.000000 Penalty: 5413.080566
	Iteration 92Q: 3 clusters Score -1.011689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -10116894.000000 Penalty: 5413.080566
	Iteration 93Q: 3 clusters Score -1.011689e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -10116894.000000 Penalty: 5413.080566
	Iteration 94F: 3 clusters Score -1.011689e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (73579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Entering Unmasked Estep 
Score: -13558205.000000 Penalty: 2779.116455
	Iteration 0F: 2 clusters Score -1.35582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -13528730.000000 Penalty: 5558.232910
	Iteration 0F: 3 clusters Score -1.352873e+07 nChanged 34628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -13548322.000000 Penalty: 5558.232910
	Iteration 1F: 3 clusters Score -1.354832e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -13549076.000000 Penalty: 5558.232910
	Iteration 2Q: 3 clusters Score -1.354908e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -13550215.000000 Penalty: 5558.232910
	Iteration 3Q: 3 clusters Score -1.355022e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -13551856.000000 Penalty: 5558.232910
	Iteration 4Q: 3 clusters Score -1.355186e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -13554218.000000 Penalty: 5558.232910
	Iteration 5F: 3 clusters Score -1.355422e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -13557676.000000 Penalty: 5558.232910
	Iteration 6F: 3 clusters Score -1.355768e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -13561923.000000 Penalty: 5558.232910
	Iteration 7F: 3 clusters Score -1.356192e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -13565345.000000 Penalty: 5558.232910
	Iteration 8F: 3 clusters Score -1.356534e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -13566956.000000 Penalty: 5558.232910
	Iteration 9F: 3 clusters Score -1.356696e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -13567283.000000 Penalty: 5558.232910
	Iteration 10Q: 3 clusters Score -1.356728e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -13567231.000000 Penalty: 5558.232910
	Iteration 11Q: 3 clusters Score -1.356723e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -13566887.000000 Penalty: 5558.232910
	Iteration 12Q: 3 clusters Score -1.356689e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -13566354.000000 Penalty: 5558.232910
	Iteration 13Q: 3 clusters Score -1.356635e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -13565722.000000 Penalty: 5558.232910
	Iteration 14Q: 3 clusters Score -1.356572e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -13565087.000000 Penalty: 5558.232910
	Iteration 15Q: 3 clusters Score -1.356509e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57204 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -13564689.000000 Penalty: 5558.232910
	Iteration 16Q: 3 clusters Score -1.356469e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -13564293.000000 Penalty: 5558.232910
	Iteration 17Q: 3 clusters Score -1.356429e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -13563916.000000 Penalty: 5558.232910
	Iteration 18Q: 3 clusters Score -1.356392e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -13563585.000000 Penalty: 5558.232910
	Iteration 19Q: 3 clusters Score -1.356358e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -13563246.000000 Penalty: 5558.232910
	Iteration 20F: 3 clusters Score -1.356325e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61659 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -13563039.000000 Penalty: 5558.232910
	Iteration 21Q: 3 clusters Score -1.356304e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62228 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -13562893.000000 Penalty: 5558.232910
	Iteration 22Q: 3 clusters Score -1.356289e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -13562749.000000 Penalty: 5558.232910
	Iteration 23Q: 3 clusters Score -1.356275e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -13562552.000000 Penalty: 5558.232910
	Iteration 24Q: 3 clusters Score -1.356255e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -13562371.000000 Penalty: 5558.232910
	Iteration 25Q: 3 clusters Score -1.356237e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64152 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -13562189.000000 Penalty: 5558.232910
	Iteration 26Q: 3 clusters Score -1.356219e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64575 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -13562081.000000 Penalty: 5558.232910
	Iteration 27Q: 3 clusters Score -1.356208e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -13561916.000000 Penalty: 5558.232910
	Iteration 28Q: 3 clusters Score -1.356192e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65336 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -13561756.000000 Penalty: 5558.232910
	Iteration 29Q: 3 clusters Score -1.356176e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65727 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -13561529.000000 Penalty: 5558.232910
	Iteration 30Q: 3 clusters Score -1.356153e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -13561402.000000 Penalty: 5558.232910
	Iteration 31Q: 3 clusters Score -1.35614e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -13561182.000000 Penalty: 5558.232910
	Iteration 32Q: 3 clusters Score -1.356118e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66793 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -13561001.000000 Penalty: 5558.232910
	Iteration 33Q: 3 clusters Score -1.3561e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -13560855.000000 Penalty: 5558.232910
	Iteration 34Q: 3 clusters Score -1.356086e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67371 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -13560716.000000 Penalty: 5558.232910
	Iteration 35Q: 3 clusters Score -1.356072e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -13560594.000000 Penalty: 5558.232910
	Iteration 36Q: 3 clusters Score -1.356059e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -13560469.000000 Penalty: 5558.232910
	Iteration 37Q: 3 clusters Score -1.356047e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68192 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -13560282.000000 Penalty: 5558.232910
	Iteration 38Q: 3 clusters Score -1.356028e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -13560137.000000 Penalty: 5558.232910
	Iteration 39Q: 3 clusters Score -1.356014e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -13560080.000000 Penalty: 5558.232910
	Iteration 40F: 3 clusters Score -1.356008e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68753 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -13560033.000000 Penalty: 5558.232910
	Iteration 41Q: 3 clusters Score -1.356003e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -13559963.000000 Penalty: 5558.232910
	Iteration 42Q: 3 clusters Score -1.355996e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69046 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -13559912.000000 Penalty: 5558.232910
	Iteration 43Q: 3 clusters Score -1.355991e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69189 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -13559849.000000 Penalty: 5558.232910
	Iteration 44Q: 3 clusters Score -1.355985e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -13559775.000000 Penalty: 5558.232910
	Iteration 45Q: 3 clusters Score -1.355978e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69460 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -13559684.000000 Penalty: 5558.232910
	Iteration 46Q: 3 clusters Score -1.355968e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -13559611.000000 Penalty: 5558.232910
	Iteration 47Q: 3 clusters Score -1.355961e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69689 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -13559572.000000 Penalty: 5558.232910
	Iteration 48Q: 3 clusters Score -1.355957e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -13559541.000000 Penalty: 5558.232910
	Iteration 49Q: 3 clusters Score -1.355954e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69845 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -13559473.000000 Penalty: 5558.232910
	Iteration 50Q: 3 clusters Score -1.355947e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -13559417.000000 Penalty: 5558.232910
	Iteration 51Q: 3 clusters Score -1.355942e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70007 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -13559389.000000 Penalty: 5558.232910
	Iteration 52Q: 3 clusters Score -1.355939e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -13559332.000000 Penalty: 5558.232910
	Iteration 53Q: 3 clusters Score -1.355933e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70144 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -13559317.000000 Penalty: 5558.232910
	Iteration 54Q: 3 clusters Score -1.355932e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70220 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -13559276.000000 Penalty: 5558.232910
	Iteration 55Q: 3 clusters Score -1.355928e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70283 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -13559236.000000 Penalty: 5558.232910
	Iteration 56Q: 3 clusters Score -1.355924e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70341 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -13559228.000000 Penalty: 5558.232910
	Iteration 57Q: 3 clusters Score -1.355923e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -13559170.000000 Penalty: 5558.232910
	Iteration 58Q: 3 clusters Score -1.355917e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70460 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -13559169.000000 Penalty: 5558.232910
	Iteration 59Q: 3 clusters Score -1.355917e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70535 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -13559072.000000 Penalty: 5558.232910
	Iteration 60F: 3 clusters Score -1.355907e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70600 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -13558998.000000 Penalty: 5558.232910
	Iteration 61Q: 3 clusters Score -1.3559e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -13558942.000000 Penalty: 5558.232910
	Iteration 62Q: 3 clusters Score -1.355894e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70726 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -13558895.000000 Penalty: 5558.232910
	Iteration 63Q: 3 clusters Score -1.35589e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70783 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -13558850.000000 Penalty: 5558.232910
	Iteration 64Q: 3 clusters Score -1.355885e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70831 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -13558821.000000 Penalty: 5558.232910
	Iteration 65Q: 3 clusters Score -1.355882e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70866 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -13558829.000000 Penalty: 5558.232910
	Iteration 66Q: 3 clusters Score -1.355883e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -13558804.000000 Penalty: 5558.232910
	Iteration 67Q: 3 clusters Score -1.35588e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70943 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -13558798.000000 Penalty: 5558.232910
	Iteration 68Q: 3 clusters Score -1.35588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70973 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -13558781.000000 Penalty: 5558.232910
	Iteration 69Q: 3 clusters Score -1.355878e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71000 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -13558758.000000 Penalty: 5558.232910
	Iteration 70Q: 3 clusters Score -1.355876e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -13558726.000000 Penalty: 5558.232910
	Iteration 71Q: 3 clusters Score -1.355873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -13558714.000000 Penalty: 5558.232910
	Iteration 72Q: 3 clusters Score -1.355871e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -13558684.000000 Penalty: 5558.232910
	Iteration 73Q: 3 clusters Score -1.355868e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71103 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -13558668.000000 Penalty: 5558.232910
	Iteration 74Q: 3 clusters Score -1.355867e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -13558673.000000 Penalty: 5558.232910
	Iteration 75Q: 3 clusters Score -1.355867e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -13558647.000000 Penalty: 5558.232910
	Iteration 76Q: 3 clusters Score -1.355865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -13558652.000000 Penalty: 5558.232910
	Iteration 77Q: 3 clusters Score -1.355865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -13558639.000000 Penalty: 5558.232910
	Iteration 78Q: 3 clusters Score -1.355864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71215 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -13558636.000000 Penalty: 5558.232910
	Iteration 79Q: 3 clusters Score -1.355864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -13558635.000000 Penalty: 5558.232910
	Iteration 80F: 3 clusters Score -1.355864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -13558628.000000 Penalty: 5558.232910
	Iteration 81Q: 3 clusters Score -1.355863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71238 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -13558636.000000 Penalty: 5558.232910
	Iteration 82Q: 3 clusters Score -1.355864e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -13558615.000000 Penalty: 5558.232910
	Iteration 83Q: 3 clusters Score -1.355862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -13558602.000000 Penalty: 5558.232910
	Iteration 84Q: 3 clusters Score -1.35586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71248 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -13558601.000000 Penalty: 5558.232910
	Iteration 85Q: 3 clusters Score -1.35586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71249 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -13558599.000000 Penalty: 5558.232910
	Iteration 86Q: 3 clusters Score -1.35586e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -13558608.000000 Penalty: 5558.232910
	Iteration 87Q: 3 clusters Score -1.355861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -13558614.000000 Penalty: 5558.232910
	Iteration 88Q: 3 clusters Score -1.355861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -13558616.000000 Penalty: 5558.232910
	Iteration 89Q: 3 clusters Score -1.355862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71253 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -13558620.000000 Penalty: 5558.232910
	Iteration 90Q: 3 clusters Score -1.355862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71253 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -13558620.000000 Penalty: 5558.232910
	Iteration 91Q: 3 clusters Score -1.355862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71254 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -13558614.000000 Penalty: 5558.232910
	Iteration 92Q: 3 clusters Score -1.355861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71255 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -13558613.000000 Penalty: 5558.232910
	Iteration 93Q: 3 clusters Score -1.355861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -13558602.000000 Penalty: 5558.232910
	Iteration 94Q: 3 clusters Score -1.35586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -13558601.000000 Penalty: 5558.232910
	Iteration 95Q: 3 clusters Score -1.35586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71259 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -13558599.000000 Penalty: 5558.232910
	Iteration 96Q: 3 clusters Score -1.35586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -13558591.000000 Penalty: 5558.232910
	Iteration 97Q: 3 clusters Score -1.355859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -13558592.000000 Penalty: 5558.232910
	Iteration 98Q: 3 clusters Score -1.355859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -13558592.000000 Penalty: 5558.232910
	Iteration 99F: 3 clusters Score -1.355859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 55279 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 64691 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 2318 members 
Mstep: Class 8 contains 54911 members 
Mstep: Class 10 contains 71261 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 78083 members 
Mstep: Class 14 contains 55301 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 17 contains 49805 members 
Mstep: Class 18 contains 54012 members 
Mstep: Class 19 contains 65251 members 
Mstep: Class 20 contains 80763 members 
Entering Unmasked Estep 
Score: -126791904.000000 Penalty: 53397.339844
Splitting cluster 10 changes total score from -126787080.000000 to -126791904.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 11 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -201333.906250 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -201333.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -199509.812500 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -199509.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -200853.375000 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -200853.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -201967.343750 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -201967.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -202616.906250 Penalty: 3504.967529
	Iteration 3F: 3 clusters Score -202616.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -202787.109375 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -202787.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -202809.796875 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -202809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -202809.796875 Penalty: 3504.967529
	Iteration 6F: 3 clusters Score -202809.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 55279 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 64691 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 2318 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 54911 members 
Mstep: Class 10 contains 71261 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 78083 members 
Mstep: Class 14 contains 55301 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 17 contains 49805 members 
Mstep: Class 18 contains 54012 members 
Mstep: Class 19 contains 65251 members 
Mstep: Class 20 contains 80763 members 
Entering Unmasked Estep 
Score: -126791784.000000 Penalty: 56734.675781
Splitting cluster 11 changes total score from -126787080.000000 to -126791784.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 12 (78083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Entering Unmasked Estep 
Score: -14378044.000000 Penalty: 2793.850830
	Iteration 0F: 2 clusters Score -1.437804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -14345490.000000 Penalty: 5587.701660
	Iteration 0F: 3 clusters Score -1.434549e+07 nChanged 36535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -14366110.000000 Penalty: 5587.701660
	Iteration 1F: 3 clusters Score -1.436611e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -14367180.000000 Penalty: 5587.701660
	Iteration 2Q: 3 clusters Score -1.436718e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -14368690.000000 Penalty: 5587.701660
	Iteration 3Q: 3 clusters Score -1.436869e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 34881 members 
Entering Unmasked Estep 
Score: -14370646.000000 Penalty: 5587.701660
	Iteration 4F: 3 clusters Score -1.437065e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -14373310.000000 Penalty: 5587.701660
	Iteration 5F: 3 clusters Score -1.437331e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -14376173.000000 Penalty: 5587.701660
	Iteration 6F: 3 clusters Score -1.437617e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -14379345.000000 Penalty: 5587.701660
	Iteration 7F: 3 clusters Score -1.437934e+07 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -14381950.000000 Penalty: 5587.701660
	Iteration 8F: 3 clusters Score -1.438195e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -14383391.000000 Penalty: 5587.701660
	Iteration 9Q: 3 clusters Score -1.438339e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56500 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -14383902.000000 Penalty: 5587.701660
	Iteration 10Q: 3 clusters Score -1.43839e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57600 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -14383866.000000 Penalty: 5587.701660
	Iteration 11Q: 3 clusters Score -1.438387e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -14383615.000000 Penalty: 5587.701660
	Iteration 12Q: 3 clusters Score -1.438362e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59482 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -14383426.000000 Penalty: 5587.701660
	Iteration 13Q: 3 clusters Score -1.438343e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60199 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -14383268.000000 Penalty: 5587.701660
	Iteration 14Q: 3 clusters Score -1.438327e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -14383169.000000 Penalty: 5587.701660
	Iteration 15Q: 3 clusters Score -1.438317e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -14383094.000000 Penalty: 5587.701660
	Iteration 16Q: 3 clusters Score -1.438309e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -14383015.000000 Penalty: 5587.701660
	Iteration 17Q: 3 clusters Score -1.438302e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61473 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -14382924.000000 Penalty: 5587.701660
	Iteration 18Q: 3 clusters Score -1.438292e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61541 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -14382878.000000 Penalty: 5587.701660
	Iteration 19Q: 3 clusters Score -1.438288e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -14382863.000000 Penalty: 5587.701660
	Iteration 20F: 3 clusters Score -1.438286e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61510 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -14382803.000000 Penalty: 5587.701660
	Iteration 21Q: 3 clusters Score -1.43828e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61390 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -14382719.000000 Penalty: 5587.701660
	Iteration 22Q: 3 clusters Score -1.438272e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -14382637.000000 Penalty: 5587.701660
	Iteration 23Q: 3 clusters Score -1.438264e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61111 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -14382630.000000 Penalty: 5587.701660
	Iteration 24Q: 3 clusters Score -1.438263e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -14382625.000000 Penalty: 5587.701660
	Iteration 25Q: 3 clusters Score -1.438262e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -14382619.000000 Penalty: 5587.701660
	Iteration 26Q: 3 clusters Score -1.438262e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -14382619.000000 Penalty: 5587.701660
	Iteration 27Q: 3 clusters Score -1.438262e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -14382580.000000 Penalty: 5587.701660
	Iteration 28Q: 3 clusters Score -1.438258e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -14382537.000000 Penalty: 5587.701660
	Iteration 29Q: 3 clusters Score -1.438254e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -14382546.000000 Penalty: 5587.701660
	Iteration 30Q: 3 clusters Score -1.438255e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58672 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -14382553.000000 Penalty: 5587.701660
	Iteration 31Q: 3 clusters Score -1.438255e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -14382617.000000 Penalty: 5587.701660
	Iteration 32Q: 3 clusters Score -1.438262e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -14382694.000000 Penalty: 5587.701660
	Iteration 33Q: 3 clusters Score -1.438269e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -14382779.000000 Penalty: 5587.701660
	Iteration 34Q: 3 clusters Score -1.438278e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -14382917.000000 Penalty: 5587.701660
	Iteration 35Q: 3 clusters Score -1.438292e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -14383070.000000 Penalty: 5587.701660
	Iteration 36Q: 3 clusters Score -1.438307e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -14383268.000000 Penalty: 5587.701660
	Iteration 37Q: 3 clusters Score -1.438327e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -14383474.000000 Penalty: 5587.701660
	Iteration 38Q: 3 clusters Score -1.438347e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -14383681.000000 Penalty: 5587.701660
	Iteration 39Q: 3 clusters Score -1.438368e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52605 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -14383815.000000 Penalty: 5587.701660
	Iteration 40F: 3 clusters Score -1.438382e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -14383924.000000 Penalty: 5587.701660
	Iteration 41Q: 3 clusters Score -1.438392e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -14384172.000000 Penalty: 5587.701660
	Iteration 42Q: 3 clusters Score -1.438417e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -14384396.000000 Penalty: 5587.701660
	Iteration 43Q: 3 clusters Score -1.43844e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -14384710.000000 Penalty: 5587.701660
	Iteration 44Q: 3 clusters Score -1.438471e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -14384937.000000 Penalty: 5587.701660
	Iteration 45Q: 3 clusters Score -1.438494e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -14385156.000000 Penalty: 5587.701660
	Iteration 46Q: 3 clusters Score -1.438516e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -14385318.000000 Penalty: 5587.701660
	Iteration 47Q: 3 clusters Score -1.438532e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -14385537.000000 Penalty: 5587.701660
	Iteration 48Q: 3 clusters Score -1.438554e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -14385811.000000 Penalty: 5587.701660
	Iteration 49Q: 3 clusters Score -1.438581e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -14385901.000000 Penalty: 5587.701660
	Iteration 50Q: 3 clusters Score -1.43859e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -14386054.000000 Penalty: 5587.701660
	Iteration 51Q: 3 clusters Score -1.438605e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -14386350.000000 Penalty: 5587.701660
	Iteration 52Q: 3 clusters Score -1.438635e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -14386566.000000 Penalty: 5587.701660
	Iteration 53Q: 3 clusters Score -1.438657e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -14386662.000000 Penalty: 5587.701660
	Iteration 54Q: 3 clusters Score -1.438666e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -14386740.000000 Penalty: 5587.701660
	Iteration 55Q: 3 clusters Score -1.438674e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -14386884.000000 Penalty: 5587.701660
	Iteration 56Q: 3 clusters Score -1.438688e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -14387099.000000 Penalty: 5587.701660
	Iteration 57Q: 3 clusters Score -1.43871e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -14387215.000000 Penalty: 5587.701660
	Iteration 58Q: 3 clusters Score -1.438722e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -14387379.000000 Penalty: 5587.701660
	Iteration 59Q: 3 clusters Score -1.438738e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -14387523.000000 Penalty: 5587.701660
	Iteration 60F: 3 clusters Score -1.438752e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -14387665.000000 Penalty: 5587.701660
	Iteration 61Q: 3 clusters Score -1.438766e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -14387822.000000 Penalty: 5587.701660
	Iteration 62Q: 3 clusters Score -1.438782e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -14388000.000000 Penalty: 5587.701660
	Iteration 63Q: 3 clusters Score -1.4388e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -14388075.000000 Penalty: 5587.701660
	Iteration 64Q: 3 clusters Score -1.438808e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -14388128.000000 Penalty: 5587.701660
	Iteration 65Q: 3 clusters Score -1.438813e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -14388186.000000 Penalty: 5587.701660
	Iteration 66Q: 3 clusters Score -1.438819e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -14388214.000000 Penalty: 5587.701660
	Iteration 67Q: 3 clusters Score -1.438821e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -14388256.000000 Penalty: 5587.701660
	Iteration 68Q: 3 clusters Score -1.438826e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -14388308.000000 Penalty: 5587.701660
	Iteration 69Q: 3 clusters Score -1.438831e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -14388305.000000 Penalty: 5587.701660
	Iteration 70Q: 3 clusters Score -1.43883e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -14388318.000000 Penalty: 5587.701660
	Iteration 71Q: 3 clusters Score -1.438832e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -14388400.000000 Penalty: 5587.701660
	Iteration 72Q: 3 clusters Score -1.43884e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -14388332.000000 Penalty: 5587.701660
	Iteration 73Q: 3 clusters Score -1.438833e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -14388327.000000 Penalty: 5587.701660
	Iteration 74Q: 3 clusters Score -1.438833e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -14388310.000000 Penalty: 5587.701660
	Iteration 75Q: 3 clusters Score -1.438831e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -14388261.000000 Penalty: 5587.701660
	Iteration 76Q: 3 clusters Score -1.438826e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -14388233.000000 Penalty: 5587.701660
	Iteration 77Q: 3 clusters Score -1.438823e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -14388177.000000 Penalty: 5587.701660
	Iteration 78Q: 3 clusters Score -1.438818e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -14388154.000000 Penalty: 5587.701660
	Iteration 79Q: 3 clusters Score -1.438815e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -14388079.000000 Penalty: 5587.701660
	Iteration 80F: 3 clusters Score -1.438808e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -14388086.000000 Penalty: 5587.701660
	Iteration 81Q: 3 clusters Score -1.438809e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -14388039.000000 Penalty: 5587.701660
	Iteration 82Q: 3 clusters Score -1.438804e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -14387995.000000 Penalty: 5587.701660
	Iteration 83Q: 3 clusters Score -1.4388e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -14387942.000000 Penalty: 5587.701660
	Iteration 84Q: 3 clusters Score -1.438794e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -14387871.000000 Penalty: 5587.701660
	Iteration 85Q: 3 clusters Score -1.438787e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -14387877.000000 Penalty: 5587.701660
	Iteration 86Q: 3 clusters Score -1.438788e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -14387875.000000 Penalty: 5587.701660
	Iteration 87Q: 3 clusters Score -1.438788e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -14387858.000000 Penalty: 5587.701660
	Iteration 88Q: 3 clusters Score -1.438786e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -14387872.000000 Penalty: 5587.701660
	Iteration 89Q: 3 clusters Score -1.438787e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -14387840.000000 Penalty: 5587.701660
	Iteration 90Q: 3 clusters Score -1.438784e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -14387861.000000 Penalty: 5587.701660
	Iteration 91Q: 3 clusters Score -1.438786e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -14387904.000000 Penalty: 5587.701660
	Iteration 92Q: 3 clusters Score -1.43879e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -14387960.000000 Penalty: 5587.701660
	Iteration 93Q: 3 clusters Score -1.438796e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -14387902.000000 Penalty: 5587.701660
	Iteration 94Q: 3 clusters Score -1.43879e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -14387918.000000 Penalty: 5587.701660
	Iteration 95Q: 3 clusters Score -1.438792e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -14387917.000000 Penalty: 5587.701660
	Iteration 96Q: 3 clusters Score -1.438792e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -14387906.000000 Penalty: 5587.701660
	Iteration 97Q: 3 clusters Score -1.438791e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -14387886.000000 Penalty: 5587.701660
	Iteration 98Q: 3 clusters Score -1.438789e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -14387904.000000 Penalty: 5587.701660
	Iteration 99Q: 3 clusters Score -1.43879e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -14387889.000000 Penalty: 5587.701660
	Iteration 100F: 3 clusters Score -1.438789e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -14387887.000000 Penalty: 5587.701660
	Iteration 101Q: 3 clusters Score -1.438789e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -14387880.000000 Penalty: 5587.701660
	Iteration 102Q: 3 clusters Score -1.438788e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -14387890.000000 Penalty: 5587.701660
	Iteration 103Q: 3 clusters Score -1.438789e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -14387896.000000 Penalty: 5587.701660
	Iteration 104Q: 3 clusters Score -1.43879e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -14387913.000000 Penalty: 5587.701660
	Iteration 105Q: 3 clusters Score -1.438791e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -14387891.000000 Penalty: 5587.701660
	Iteration 106Q: 3 clusters Score -1.438789e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -14387893.000000 Penalty: 5587.701660
	Iteration 107Q: 3 clusters Score -1.438789e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -14387897.000000 Penalty: 5587.701660
	Iteration 108Q: 3 clusters Score -1.43879e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -14387902.000000 Penalty: 5587.701660
	Iteration 109Q: 3 clusters Score -1.43879e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -14387907.000000 Penalty: 5587.701660
	Iteration 110Q: 3 clusters Score -1.438791e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -14387933.000000 Penalty: 5587.701660
	Iteration 111Q: 3 clusters Score -1.438793e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -14387912.000000 Penalty: 5587.701660
	Iteration 112Q: 3 clusters Score -1.438791e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -14387903.000000 Penalty: 5587.701660
	Iteration 113Q: 3 clusters Score -1.43879e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -14387929.000000 Penalty: 5587.701660
	Iteration 114Q: 3 clusters Score -1.438793e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -14387940.000000 Penalty: 5587.701660
	Iteration 115Q: 3 clusters Score -1.438794e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -14387915.000000 Penalty: 5587.701660
	Iteration 116Q: 3 clusters Score -1.438792e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -14387942.000000 Penalty: 5587.701660
	Iteration 117Q: 3 clusters Score -1.438794e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -14387929.000000 Penalty: 5587.701660
	Iteration 118Q: 3 clusters Score -1.438793e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -14387934.000000 Penalty: 5587.701660
	Iteration 119Q: 3 clusters Score -1.438793e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -14387941.000000 Penalty: 5587.701660
	Iteration 120F: 3 clusters Score -1.438794e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -14387940.000000 Penalty: 5587.701660
	Iteration 121Q: 3 clusters Score -1.438794e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -14387945.000000 Penalty: 5587.701660
	Iteration 122Q: 3 clusters Score -1.438794e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -14387953.000000 Penalty: 5587.701660
	Iteration 123Q: 3 clusters Score -1.438795e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -14387939.000000 Penalty: 5587.701660
	Iteration 124Q: 3 clusters Score -1.438794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -14387934.000000 Penalty: 5587.701660
	Iteration 125Q: 3 clusters Score -1.438793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -14387942.000000 Penalty: 5587.701660
	Iteration 126Q: 3 clusters Score -1.438794e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -14387956.000000 Penalty: 5587.701660
	Iteration 127Q: 3 clusters Score -1.438796e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -14387944.000000 Penalty: 5587.701660
	Iteration 128Q: 3 clusters Score -1.438794e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -14387952.000000 Penalty: 5587.701660
	Iteration 129Q: 3 clusters Score -1.438795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -14387965.000000 Penalty: 5587.701660
	Iteration 130Q: 3 clusters Score -1.438796e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -14387969.000000 Penalty: 5587.701660
	Iteration 131Q: 3 clusters Score -1.438797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -14387974.000000 Penalty: 5587.701660
	Iteration 132Q: 3 clusters Score -1.438797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -14387966.000000 Penalty: 5587.701660
	Iteration 133Q: 3 clusters Score -1.438797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -14387964.000000 Penalty: 5587.701660
	Iteration 134Q: 3 clusters Score -1.438796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -14387972.000000 Penalty: 5587.701660
	Iteration 135Q: 3 clusters Score -1.438797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -14387940.000000 Penalty: 5587.701660
	Iteration 136Q: 3 clusters Score -1.438794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -14387944.000000 Penalty: 5587.701660
	Iteration 137Q: 3 clusters Score -1.438794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -14387954.000000 Penalty: 5587.701660
	Iteration 138Q: 3 clusters Score -1.438795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -14387950.000000 Penalty: 5587.701660
	Iteration 139Q: 3 clusters Score -1.438795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -14387947.000000 Penalty: 5587.701660
	Iteration 140F: 3 clusters Score -1.438795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -14387940.000000 Penalty: 5587.701660
	Iteration 141Q: 3 clusters Score -1.438794e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -14387944.000000 Penalty: 5587.701660
	Iteration 142Q: 3 clusters Score -1.438794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -14387945.000000 Penalty: 5587.701660
	Iteration 143Q: 3 clusters Score -1.438794e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -14387958.000000 Penalty: 5587.701660
	Iteration 144Q: 3 clusters Score -1.438796e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -14387962.000000 Penalty: 5587.701660
	Iteration 145Q: 3 clusters Score -1.438796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -14387966.000000 Penalty: 5587.701660
	Iteration 146Q: 3 clusters Score -1.438797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -14387967.000000 Penalty: 5587.701660
	Iteration 147Q: 3 clusters Score -1.438797e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -14387971.000000 Penalty: 5587.701660
	Iteration 148Q: 3 clusters Score -1.438797e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -14387968.000000 Penalty: 5587.701660
	Iteration 149Q: 3 clusters Score -1.438797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -14387979.000000 Penalty: 5587.701660
	Iteration 150Q: 3 clusters Score -1.438798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -14387969.000000 Penalty: 5587.701660
	Iteration 151Q: 3 clusters Score -1.438797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -14387971.000000 Penalty: 5587.701660
	Iteration 152Q: 3 clusters Score -1.438797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -14387968.000000 Penalty: 5587.701660
	Iteration 153Q: 3 clusters Score -1.438797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -14387968.000000 Penalty: 5587.701660
	Iteration 154Q: 3 clusters Score -1.438797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -14387975.000000 Penalty: 5587.701660
	Iteration 155Q: 3 clusters Score -1.438798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -14387976.000000 Penalty: 5587.701660
	Iteration 156Q: 3 clusters Score -1.438798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -14387983.000000 Penalty: 5587.701660
	Iteration 157Q: 3 clusters Score -1.438798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -14387975.000000 Penalty: 5587.701660
	Iteration 158Q: 3 clusters Score -1.438798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -14387972.000000 Penalty: 5587.701660
	Iteration 159Q: 3 clusters Score -1.438797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -14387985.000000 Penalty: 5587.701660
	Iteration 160F: 3 clusters Score -1.438798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -14387994.000000 Penalty: 5587.701660
	Iteration 161Q: 3 clusters Score -1.438799e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -14388009.000000 Penalty: 5587.701660
	Iteration 162Q: 3 clusters Score -1.438801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -14387992.000000 Penalty: 5587.701660
	Iteration 163Q: 3 clusters Score -1.438799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -14388024.000000 Penalty: 5587.701660
	Iteration 164Q: 3 clusters Score -1.438802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -14387987.000000 Penalty: 5587.701660
	Iteration 165Q: 3 clusters Score -1.438799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -14387997.000000 Penalty: 5587.701660
	Iteration 166Q: 3 clusters Score -1.4388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -14387990.000000 Penalty: 5587.701660
	Iteration 167Q: 3 clusters Score -1.438799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -14387985.000000 Penalty: 5587.701660
	Iteration 168Q: 3 clusters Score -1.438798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -14387988.000000 Penalty: 5587.701660
	Iteration 169Q: 3 clusters Score -1.438799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -14387990.000000 Penalty: 5587.701660
	Iteration 170Q: 3 clusters Score -1.438799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -14387981.000000 Penalty: 5587.701660
	Iteration 171Q: 3 clusters Score -1.438798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -14387993.000000 Penalty: 5587.701660
	Iteration 172Q: 3 clusters Score -1.438799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -14387992.000000 Penalty: 5587.701660
	Iteration 173Q: 3 clusters Score -1.438799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -14387980.000000 Penalty: 5587.701660
	Iteration 174Q: 3 clusters Score -1.438798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -14387975.000000 Penalty: 5587.701660
	Iteration 175Q: 3 clusters Score -1.438798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -14387977.000000 Penalty: 5587.701660
	Iteration 176Q: 3 clusters Score -1.438798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -14387972.000000 Penalty: 5587.701660
	Iteration 177Q: 3 clusters Score -1.438797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -14387977.000000 Penalty: 5587.701660
	Iteration 178Q: 3 clusters Score -1.438798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -14387981.000000 Penalty: 5587.701660
	Iteration 179Q: 3 clusters Score -1.438798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -14387979.000000 Penalty: 5587.701660
	Iteration 180F: 3 clusters Score -1.438798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -14387971.000000 Penalty: 5587.701660
	Iteration 181Q: 3 clusters Score -1.438797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -14387975.000000 Penalty: 5587.701660
	Iteration 182Q: 3 clusters Score -1.438798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -14387982.000000 Penalty: 5587.701660
	Iteration 183Q: 3 clusters Score -1.438798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -14387982.000000 Penalty: 5587.701660
	Iteration 184Q: 3 clusters Score -1.438798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -14387982.000000 Penalty: 5587.701660
	Iteration 185F: 3 clusters Score -1.438798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 55279 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 64691 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 2318 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 54911 members 
Mstep: Class 9 contains 45043 members 
Mstep: Class 10 contains 71261 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 33040 members 
Mstep: Class 14 contains 55301 members 
Mstep: Class 15 contains 1750 members 
Mstep: Class 17 contains 49805 members 
Mstep: Class 18 contains 54012 members 
Mstep: Class 19 contains 65251 members 
Mstep: Class 20 contains 80763 members 
Entering Unmasked Estep 
Score: -126800816.000000 Penalty: 60072.007812
Splitting cluster 12 changes total score from -126787080.000000 to -126800816.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 14 (55301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Entering Unmasked Estep 
Score: -10271810.000000 Penalty: 2708.295654
	Iteration 0F: 2 clusters Score -1.027181e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -10246549.000000 Penalty: 5416.591309
	Iteration 0F: 3 clusters Score -1.024655e+07 nChanged 25463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -10260784.000000 Penalty: 5416.591309
	Iteration 1F: 3 clusters Score -1.026078e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -10261295.000000 Penalty: 5416.591309
	Iteration 2Q: 3 clusters Score -1.02613e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -10261863.000000 Penalty: 5416.591309
	Iteration 3Q: 3 clusters Score -1.026186e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -10262743.000000 Penalty: 5416.591309
	Iteration 4Q: 3 clusters Score -1.026274e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -10264041.000000 Penalty: 5416.591309
	Iteration 5F: 3 clusters Score -1.026404e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -10266146.000000 Penalty: 5416.591309
	Iteration 6F: 3 clusters Score -1.026615e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -10268997.000000 Penalty: 5416.591309
	Iteration 7F: 3 clusters Score -1.0269e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -10272389.000000 Penalty: 5416.591309
	Iteration 8F: 3 clusters Score -1.027239e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -10275354.000000 Penalty: 5416.591309
	Iteration 9F: 3 clusters Score -1.027535e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -10276818.000000 Penalty: 5416.591309
	Iteration 10Q: 3 clusters Score -1.027682e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -10277147.000000 Penalty: 5416.591309
	Iteration 11Q: 3 clusters Score -1.027715e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -10277049.000000 Penalty: 5416.591309
	Iteration 12Q: 3 clusters Score -1.027705e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -10276576.000000 Penalty: 5416.591309
	Iteration 13Q: 3 clusters Score -1.027658e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -10275855.000000 Penalty: 5416.591309
	Iteration 14Q: 3 clusters Score -1.027586e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -10275076.000000 Penalty: 5416.591309
	Iteration 15Q: 3 clusters Score -1.027508e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -10274409.000000 Penalty: 5416.591309
	Iteration 16Q: 3 clusters Score -1.027441e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -10273846.000000 Penalty: 5416.591309
	Iteration 17Q: 3 clusters Score -1.027385e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 51341 members 
Entering Unmasked Estep 
Score: -10273392.000000 Penalty: 5416.591309
	Iteration 18Q: 3 clusters Score -1.027339e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -10273019.000000 Penalty: 5416.591309
	Iteration 19Q: 3 clusters Score -1.027302e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -10272760.000000 Penalty: 5416.591309
	Iteration 20F: 3 clusters Score -1.027276e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 52299 members 
Entering Unmasked Estep 
Score: -10272499.000000 Penalty: 5416.591309
	Iteration 21Q: 3 clusters Score -1.02725e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -10272279.000000 Penalty: 5416.591309
	Iteration 22Q: 3 clusters Score -1.027228e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 52760 members 
Entering Unmasked Estep 
Score: -10272091.000000 Penalty: 5416.591309
	Iteration 23Q: 3 clusters Score -1.027209e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -10271921.000000 Penalty: 5416.591309
	Iteration 24Q: 3 clusters Score -1.027192e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -10271791.000000 Penalty: 5416.591309
	Iteration 25Q: 3 clusters Score -1.027179e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -10271669.000000 Penalty: 5416.591309
	Iteration 26Q: 3 clusters Score -1.027167e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -10271582.000000 Penalty: 5416.591309
	Iteration 27Q: 3 clusters Score -1.027158e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
Score: -10271531.000000 Penalty: 5416.591309
	Iteration 28Q: 3 clusters Score -1.027153e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -10271472.000000 Penalty: 5416.591309
	Iteration 29Q: 3 clusters Score -1.027147e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -10271413.000000 Penalty: 5416.591309
	Iteration 30Q: 3 clusters Score -1.027141e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -10271349.000000 Penalty: 5416.591309
	Iteration 31Q: 3 clusters Score -1.027135e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -10271293.000000 Penalty: 5416.591309
	Iteration 32Q: 3 clusters Score -1.027129e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -10271277.000000 Penalty: 5416.591309
	Iteration 33Q: 3 clusters Score -1.027128e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -10271243.000000 Penalty: 5416.591309
	Iteration 34Q: 3 clusters Score -1.027124e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 53816 members 
Entering Unmasked Estep 
Score: -10271182.000000 Penalty: 5416.591309
	Iteration 35Q: 3 clusters Score -1.027118e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -10271140.000000 Penalty: 5416.591309
	Iteration 36Q: 3 clusters Score -1.027114e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -10271097.000000 Penalty: 5416.591309
	Iteration 37Q: 3 clusters Score -1.02711e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -10271062.000000 Penalty: 5416.591309
	Iteration 38Q: 3 clusters Score -1.027106e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -10271059.000000 Penalty: 5416.591309
	Iteration 39Q: 3 clusters Score -1.027106e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -10271024.000000 Penalty: 5416.591309
	Iteration 40F: 3 clusters Score -1.027102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -10271008.000000 Penalty: 5416.591309
	Iteration 41Q: 3 clusters Score -1.027101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -10271013.000000 Penalty: 5416.591309
	Iteration 42Q: 3 clusters Score -1.027101e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -10270980.000000 Penalty: 5416.591309
	Iteration 43Q: 3 clusters Score -1.027098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -10270979.000000 Penalty: 5416.591309
	Iteration 44Q: 3 clusters Score -1.027098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -10270945.000000 Penalty: 5416.591309
	Iteration 45Q: 3 clusters Score -1.027094e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -10270910.000000 Penalty: 5416.591309
	Iteration 46Q: 3 clusters Score -1.027091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -10270917.000000 Penalty: 5416.591309
	Iteration 47Q: 3 clusters Score -1.027092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -10270911.000000 Penalty: 5416.591309
	Iteration 48Q: 3 clusters Score -1.027091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 54135 members 
Entering Unmasked Estep 
Score: -10270911.000000 Penalty: 5416.591309
	Iteration 49Q: 3 clusters Score -1.027091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -10270907.000000 Penalty: 5416.591309
	Iteration 50Q: 3 clusters Score -1.027091e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -10270897.000000 Penalty: 5416.591309
	Iteration 51Q: 3 clusters Score -1.02709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -10270884.000000 Penalty: 5416.591309
	Iteration 52Q: 3 clusters Score -1.027088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -10270878.000000 Penalty: 5416.591309
	Iteration 53Q: 3 clusters Score -1.027088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 54171 members 
Entering Unmasked Estep 
Score: -10270874.000000 Penalty: 5416.591309
	Iteration 54Q: 3 clusters Score -1.027087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 54174 members 
Entering Unmasked Estep 
Score: -10270872.000000 Penalty: 5416.591309
	Iteration 55Q: 3 clusters Score -1.027087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -10270859.000000 Penalty: 5416.591309
	Iteration 56Q: 3 clusters Score -1.027086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -10270854.000000 Penalty: 5416.591309
	Iteration 57Q: 3 clusters Score -1.027085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -10270833.000000 Penalty: 5416.591309
	Iteration 58Q: 3 clusters Score -1.027083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -10270837.000000 Penalty: 5416.591309
	Iteration 59Q: 3 clusters Score -1.027084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -10270840.000000 Penalty: 5416.591309
	Iteration 60F: 3 clusters Score -1.027084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -10270831.000000 Penalty: 5416.591309
	Iteration 61Q: 3 clusters Score -1.027083e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -10270831.000000 Penalty: 5416.591309
	Iteration 62Q: 3 clusters Score -1.027083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -10270817.000000 Penalty: 5416.591309
	Iteration 63Q: 3 clusters Score -1.027082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -10270818.000000 Penalty: 5416.591309
	Iteration 64Q: 3 clusters Score -1.027082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -10270824.000000 Penalty: 5416.591309
	Iteration 65Q: 3 clusters Score -1.027082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -10270825.000000 Penalty: 5416.591309
	Iteration 66Q: 3 clusters Score -1.027082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -10270829.000000 Penalty: 5416.591309
	Iteration 67Q: 3 clusters Score -1.027083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -10270828.000000 Penalty: 5416.591309
	Iteration 68Q: 3 clusters Score -1.027083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -10270811.000000 Penalty: 5416.591309
	Iteration 69Q: 3 clusters Score -1.027081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -10270812.000000 Penalty: 5416.591309
	Iteration 70Q: 3 clusters Score -1.027081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -10270808.000000 Penalty: 5416.591309
	Iteration 71Q: 3 clusters Score -1.027081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 54220 members 
Entering Unmasked Estep 
Score: -10270803.000000 Penalty: 5416.591309
	Iteration 72Q: 3 clusters Score -1.02708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 54224 members 
Entering Unmasked Estep 
Score: -10270790.000000 Penalty: 5416.591309
	Iteration 73Q: 3 clusters Score -1.027079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -10270790.000000 Penalty: 5416.591309
	Iteration 74Q: 3 clusters Score -1.027079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -10270784.000000 Penalty: 5416.591309
	Iteration 75Q: 3 clusters Score -1.027078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -10270773.000000 Penalty: 5416.591309
	Iteration 76Q: 3 clusters Score -1.027077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -10270773.000000 Penalty: 5416.591309
	Iteration 77F: 3 clusters Score -1.027077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -199923.781250 Penalty: 1851.907959
	Iteration 0F: 2 clusters Score -199923.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -198242.437500 Penalty: 3703.815918
	Iteration 0F: 3 clusters Score -198242.4 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -199567.078125 Penalty: 3703.815918
	Iteration 1F: 3 clusters Score -199567.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -202058.875000 Penalty: 3703.815918
	Iteration 2F: 3 clusters Score -202058.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -207531.015625 Penalty: 3703.815918
	Iteration 3F: 3 clusters Score -207531 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -212232.218750 Penalty: 3703.815918
	Iteration 4F: 3 clusters Score -212232.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -213648.781250 Penalty: 3703.815918
	Iteration 5Q: 3 clusters Score -213648.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -213780.125000 Penalty: 3703.815918
	Iteration 6Q: 3 clusters Score -213780.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -213818.484375 Penalty: 3703.815918
	Iteration 7Q: 3 clusters Score -213818.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -213826.390625 Penalty: 3703.815918
	Iteration 8Q: 3 clusters Score -213826.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -213832.500000 Penalty: 3703.815918
	Iteration 9Q: 3 clusters Score -213832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -213836.437500 Penalty: 3703.815918
	Iteration 10Q: 3 clusters Score -213836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -213836.437500 Penalty: 3703.815918
	Iteration 11F: 3 clusters Score -213836.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 55279 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 64691 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 2318 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 54911 members 
Mstep: Class 9 contains 45043 members 
Mstep: Class 10 contains 71261 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 33040 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 55301 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 17 contains 49805 members 
Mstep: Class 18 contains 54012 members 
Mstep: Class 19 contains 65251 members 
Mstep: Class 20 contains 80763 members 
Entering Unmasked Estep 
Score: -126813152.000000 Penalty: 63409.343750
Splitting cluster 15 changes total score from -126787080.000000 to -126813152.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 17 (49805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Entering Unmasked Estep 
Score: -9168332.000000 Penalty: 2682.335938
	Iteration 0F: 2 clusters Score -9168332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -9140208.000000 Penalty: 5364.671875
	Iteration 0F: 3 clusters Score -9140208 nChanged 23005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -9153201.000000 Penalty: 5364.671875
	Iteration 1F: 3 clusters Score -9153201 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -9154316.000000 Penalty: 5364.671875
	Iteration 2Q: 3 clusters Score -9154316 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -9155871.000000 Penalty: 5364.671875
	Iteration 3F: 3 clusters Score -9155871 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -9157916.000000 Penalty: 5364.671875
	Iteration 4F: 3 clusters Score -9157916 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -9160673.000000 Penalty: 5364.671875
	Iteration 5F: 3 clusters Score -9160673 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -9164070.000000 Penalty: 5364.671875
	Iteration 6F: 3 clusters Score -9164070 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -9167030.000000 Penalty: 5364.671875
	Iteration 7F: 3 clusters Score -9167030 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -9168660.000000 Penalty: 5364.671875
	Iteration 8Q: 3 clusters Score -9168660 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -9169396.000000 Penalty: 5364.671875
	Iteration 9Q: 3 clusters Score -9169396 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -9169766.000000 Penalty: 5364.671875
	Iteration 10Q: 3 clusters Score -9169766 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -9169994.000000 Penalty: 5364.671875
	Iteration 11Q: 3 clusters Score -9169994 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -9170208.000000 Penalty: 5364.671875
	Iteration 12Q: 3 clusters Score -9170208 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -9170406.000000 Penalty: 5364.671875
	Iteration 13Q: 3 clusters Score -9170406 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -9170572.000000 Penalty: 5364.671875
	Iteration 14Q: 3 clusters Score -9170572 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -9170707.000000 Penalty: 5364.671875
	Iteration 15Q: 3 clusters Score -9170707 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -9170802.000000 Penalty: 5364.671875
	Iteration 16Q: 3 clusters Score -9170802 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -9170908.000000 Penalty: 5364.671875
	Iteration 17Q: 3 clusters Score -9170908 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -9170999.000000 Penalty: 5364.671875
	Iteration 18Q: 3 clusters Score -9170999 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -9170888.000000 Penalty: 5364.671875
	Iteration 19Q: 3 clusters Score -9170888 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -9170806.000000 Penalty: 5364.671875
	Iteration 20F: 3 clusters Score -9170806 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -9170584.000000 Penalty: 5364.671875
	Iteration 21Q: 3 clusters Score -9170584 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -9170212.000000 Penalty: 5364.671875
	Iteration 22Q: 3 clusters Score -9170212 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -9169862.000000 Penalty: 5364.671875
	Iteration 23Q: 3 clusters Score -9169862 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -9169500.000000 Penalty: 5364.671875
	Iteration 24Q: 3 clusters Score -9169500 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -9169074.000000 Penalty: 5364.671875
	Iteration 25Q: 3 clusters Score -9169074 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -9168740.000000 Penalty: 5364.671875
	Iteration 26Q: 3 clusters Score -9168740 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -9168454.000000 Penalty: 5364.671875
	Iteration 27Q: 3 clusters Score -9168454 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -9168233.000000 Penalty: 5364.671875
	Iteration 28Q: 3 clusters Score -9168233 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -9168010.000000 Penalty: 5364.671875
	Iteration 29Q: 3 clusters Score -9168010 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -9167863.000000 Penalty: 5364.671875
	Iteration 30Q: 3 clusters Score -9167863 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -9167717.000000 Penalty: 5364.671875
	Iteration 31Q: 3 clusters Score -9167717 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -9167642.000000 Penalty: 5364.671875
	Iteration 32Q: 3 clusters Score -9167642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -9167597.000000 Penalty: 5364.671875
	Iteration 33Q: 3 clusters Score -9167597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -9167539.000000 Penalty: 5364.671875
	Iteration 34Q: 3 clusters Score -9167539 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 48755 members 
Entering Unmasked Estep 
Score: -9167502.000000 Penalty: 5364.671875
	Iteration 35Q: 3 clusters Score -9167502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -9167468.000000 Penalty: 5364.671875
	Iteration 36Q: 3 clusters Score -9167468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -9167443.000000 Penalty: 5364.671875
	Iteration 37Q: 3 clusters Score -9167443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -9167407.000000 Penalty: 5364.671875
	Iteration 38Q: 3 clusters Score -9167407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -9167392.000000 Penalty: 5364.671875
	Iteration 39Q: 3 clusters Score -9167392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -9167404.000000 Penalty: 5364.671875
	Iteration 40F: 3 clusters Score -9167404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -9167357.000000 Penalty: 5364.671875
	Iteration 41Q: 3 clusters Score -9167357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -9167332.000000 Penalty: 5364.671875
	Iteration 42Q: 3 clusters Score -9167332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -9167336.000000 Penalty: 5364.671875
	Iteration 43Q: 3 clusters Score -9167336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -9167319.000000 Penalty: 5364.671875
	Iteration 44Q: 3 clusters Score -9167319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 48985 members 
Entering Unmasked Estep 
Score: -9167305.000000 Penalty: 5364.671875
	Iteration 45Q: 3 clusters Score -9167305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -9167311.000000 Penalty: 5364.671875
	Iteration 46Q: 3 clusters Score -9167311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -9167302.000000 Penalty: 5364.671875
	Iteration 47Q: 3 clusters Score -9167302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -9167285.000000 Penalty: 5364.671875
	Iteration 48Q: 3 clusters Score -9167285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -9167284.000000 Penalty: 5364.671875
	Iteration 49Q: 3 clusters Score -9167284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -9167281.000000 Penalty: 5364.671875
	Iteration 50Q: 3 clusters Score -9167281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -9167274.000000 Penalty: 5364.671875
	Iteration 51Q: 3 clusters Score -9167274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -9167270.000000 Penalty: 5364.671875
	Iteration 52Q: 3 clusters Score -9167270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -9167258.000000 Penalty: 5364.671875
	Iteration 53Q: 3 clusters Score -9167258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -9167254.000000 Penalty: 5364.671875
	Iteration 54Q: 3 clusters Score -9167254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -9167254.000000 Penalty: 5364.671875
	Iteration 55F: 3 clusters Score -9167254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (54012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Entering Unmasked Estep 
Score: -9947570.000000 Penalty: 2702.446289
	Iteration 0F: 2 clusters Score -9947570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -9916164.000000 Penalty: 5404.892578
	Iteration 0F: 3 clusters Score -9916164 nChanged 25010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -9930415.000000 Penalty: 5404.892578
	Iteration 1F: 3 clusters Score -9930415 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -9931952.000000 Penalty: 5404.892578
	Iteration 2F: 3 clusters Score -9931952 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -9934390.000000 Penalty: 5404.892578
	Iteration 3F: 3 clusters Score -9934390 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -9938028.000000 Penalty: 5404.892578
	Iteration 4F: 3 clusters Score -9938028 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -9942263.000000 Penalty: 5404.892578
	Iteration 5F: 3 clusters Score -9942263 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -9945362.000000 Penalty: 5404.892578
	Iteration 6F: 3 clusters Score -9945362 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -9946862.000000 Penalty: 5404.892578
	Iteration 7Q: 3 clusters Score -9946862 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -9947135.000000 Penalty: 5404.892578
	Iteration 8Q: 3 clusters Score -9947135 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -9947063.000000 Penalty: 5404.892578
	Iteration 9Q: 3 clusters Score -9947063 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -9947076.000000 Penalty: 5404.892578
	Iteration 10Q: 3 clusters Score -9947076 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -9947017.000000 Penalty: 5404.892578
	Iteration 11Q: 3 clusters Score -9947017 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51741 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -9946963.000000 Penalty: 5404.892578
	Iteration 12Q: 3 clusters Score -9946963 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9946876.000000 Penalty: 5404.892578
	Iteration 13Q: 3 clusters Score -9946876 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9946843.000000 Penalty: 5404.892578
	Iteration 14Q: 3 clusters Score -9946843 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -9946809.000000 Penalty: 5404.892578
	Iteration 15Q: 3 clusters Score -9946809 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9946741.000000 Penalty: 5404.892578
	Iteration 16Q: 3 clusters Score -9946741 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9946703.000000 Penalty: 5404.892578
	Iteration 17Q: 3 clusters Score -9946703 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9946680.000000 Penalty: 5404.892578
	Iteration 18Q: 3 clusters Score -9946680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9946657.000000 Penalty: 5404.892578
	Iteration 19Q: 3 clusters Score -9946657 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9946624.000000 Penalty: 5404.892578
	Iteration 20F: 3 clusters Score -9946624 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9946611.000000 Penalty: 5404.892578
	Iteration 21Q: 3 clusters Score -9946611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9946601.000000 Penalty: 5404.892578
	Iteration 22Q: 3 clusters Score -9946601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9946605.000000 Penalty: 5404.892578
	Iteration 23Q: 3 clusters Score -9946605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9946584.000000 Penalty: 5404.892578
	Iteration 24Q: 3 clusters Score -9946584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9946569.000000 Penalty: 5404.892578
	Iteration 25Q: 3 clusters Score -9946569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9946564.000000 Penalty: 5404.892578
	Iteration 26Q: 3 clusters Score -9946564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9946565.000000 Penalty: 5404.892578
	Iteration 27Q: 3 clusters Score -9946565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9946564.000000 Penalty: 5404.892578
	Iteration 28Q: 3 clusters Score -9946564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9946564.000000 Penalty: 5404.892578
	Iteration 29Q: 3 clusters Score -9946564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9946564.000000 Penalty: 5404.892578
	Iteration 30F: 3 clusters Score -9946564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65251 members 
Entering Unmasked Estep 
Score: -12232566.000000 Penalty: 2749.327148
	Iteration 0F: 2 clusters Score -1.223257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -12212019.000000 Penalty: 5498.654297
	Iteration 0F: 3 clusters Score -1.221202e+07 nChanged 30521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -12229430.000000 Penalty: 5498.654297
	Iteration 1F: 3 clusters Score -1.222943e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -12230265.000000 Penalty: 5498.654297
	Iteration 2Q: 3 clusters Score -1.223026e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -12231259.000000 Penalty: 5498.654297
	Iteration 3Q: 3 clusters Score -1.223126e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -12232614.000000 Penalty: 5498.654297
	Iteration 4Q: 3 clusters Score -1.223261e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -12234546.000000 Penalty: 5498.654297
	Iteration 5F: 3 clusters Score -1.223455e+07 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -12237038.000000 Penalty: 5498.654297
	Iteration 6F: 3 clusters Score -1.223704e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -12239685.000000 Penalty: 5498.654297
	Iteration 7F: 3 clusters Score -1.223968e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -12242032.000000 Penalty: 5498.654297
	Iteration 8F: 3 clusters Score -1.224203e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -12243545.000000 Penalty: 5498.654297
	Iteration 9F: 3 clusters Score -1.224354e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -12244248.000000 Penalty: 5498.654297
	Iteration 10Q: 3 clusters Score -1.224425e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -12244566.000000 Penalty: 5498.654297
	Iteration 11Q: 3 clusters Score -1.224457e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -12244745.000000 Penalty: 5498.654297
	Iteration 12Q: 3 clusters Score -1.224474e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -12244877.000000 Penalty: 5498.654297
	Iteration 13Q: 3 clusters Score -1.224488e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -12245003.000000 Penalty: 5498.654297
	Iteration 14Q: 3 clusters Score -1.2245e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -12244976.000000 Penalty: 5498.654297
	Iteration 15Q: 3 clusters Score -1.224498e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -12245008.000000 Penalty: 5498.654297
	Iteration 16Q: 3 clusters Score -1.224501e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -12245053.000000 Penalty: 5498.654297
	Iteration 17Q: 3 clusters Score -1.224505e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -12245068.000000 Penalty: 5498.654297
	Iteration 18Q: 3 clusters Score -1.224507e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -12245096.000000 Penalty: 5498.654297
	Iteration 19Q: 3 clusters Score -1.22451e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -12245113.000000 Penalty: 5498.654297
	Iteration 20F: 3 clusters Score -1.224511e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -12245150.000000 Penalty: 5498.654297
	Iteration 21Q: 3 clusters Score -1.224515e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -12245172.000000 Penalty: 5498.654297
	Iteration 22Q: 3 clusters Score -1.224517e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -12245229.000000 Penalty: 5498.654297
	Iteration 23Q: 3 clusters Score -1.224523e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -12245241.000000 Penalty: 5498.654297
	Iteration 24Q: 3 clusters Score -1.224524e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -12245267.000000 Penalty: 5498.654297
	Iteration 25Q: 3 clusters Score -1.224527e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -12245296.000000 Penalty: 5498.654297
	Iteration 26Q: 3 clusters Score -1.22453e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -12245263.000000 Penalty: 5498.654297
	Iteration 27Q: 3 clusters Score -1.224526e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -12245317.000000 Penalty: 5498.654297
	Iteration 28Q: 3 clusters Score -1.224532e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -12245337.000000 Penalty: 5498.654297
	Iteration 29Q: 3 clusters Score -1.224534e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -12245391.000000 Penalty: 5498.654297
	Iteration 30Q: 3 clusters Score -1.224539e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -12245411.000000 Penalty: 5498.654297
	Iteration 31Q: 3 clusters Score -1.224541e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -12245426.000000 Penalty: 5498.654297
	Iteration 32Q: 3 clusters Score -1.224543e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -12245427.000000 Penalty: 5498.654297
	Iteration 33Q: 3 clusters Score -1.224543e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -12245428.000000 Penalty: 5498.654297
	Iteration 34Q: 3 clusters Score -1.224543e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -12245484.000000 Penalty: 5498.654297
	Iteration 35Q: 3 clusters Score -1.224548e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -12245461.000000 Penalty: 5498.654297
	Iteration 36Q: 3 clusters Score -1.224546e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -12245494.000000 Penalty: 5498.654297
	Iteration 37Q: 3 clusters Score -1.224549e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -12245472.000000 Penalty: 5498.654297
	Iteration 38Q: 3 clusters Score -1.224547e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -12245472.000000 Penalty: 5498.654297
	Iteration 39Q: 3 clusters Score -1.224547e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -12245505.000000 Penalty: 5498.654297
	Iteration 40F: 3 clusters Score -1.22455e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -12245538.000000 Penalty: 5498.654297
	Iteration 41Q: 3 clusters Score -1.224554e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -12245538.000000 Penalty: 5498.654297
	Iteration 42Q: 3 clusters Score -1.224554e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -12245550.000000 Penalty: 5498.654297
	Iteration 43Q: 3 clusters Score -1.224555e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -12245571.000000 Penalty: 5498.654297
	Iteration 44Q: 3 clusters Score -1.224557e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -12245625.000000 Penalty: 5498.654297
	Iteration 45Q: 3 clusters Score -1.224562e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1.224561e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.224563e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -12245637.000000 Penalty: 5498.654297
	Iteration 48Q: 3 clusters Score -1.224564e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.224565e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -12245658.000000 Penalty: 5498.654297
	Iteration 50Q: 3 clusters Score -1.224566e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -12245633.000000 Penalty: 5498.654297
	Iteration 51Q: 3 clusters Score -1.224563e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -12245621.000000 Penalty: 5498.654297
	Iteration 52Q: 3 clusters Score -1.224562e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -12245688.000000 Penalty: 5498.654297
	Iteration 53Q: 3 clusters Score -1.224569e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -12245716.000000 Penalty: 5498.654297
	Iteration 54Q: 3 clusters Score -1.224572e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -12245725.000000 Penalty: 5498.654297
	Iteration 55Q: 3 clusters Score -1.224572e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -12245766.000000 Penalty: 5498.654297
	Iteration 56Q: 3 clusters Score -1.224577e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -12245780.000000 Penalty: 5498.654297
	Iteration 57Q: 3 clusters Score -1.224578e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1.22458e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -12245740.000000 Penalty: 5498.654297
	Iteration 59Q: 3 clusters Score -1.224574e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -12245767.000000 Penalty: 5498.654297
	Iteration 60F: 3 clusters Score -1.224577e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -12245841.000000 Penalty: 5498.654297
	Iteration 61Q: 3 clusters Score -1.224584e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -12245827.000000 Penalty: 5498.654297
	Iteration 62Q: 3 clusters Score -1.224583e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -12245872.000000 Penalty: 5498.654297
	Iteration 63Q: 3 clusters Score -1.224587e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -12245877.000000 Penalty: 5498.654297
	Iteration 64Q: 3 clusters Score -1.224588e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -12245911.000000 Penalty: 5498.654297
	Iteration 65Q: 3 clusters Score -1.224591e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -12245920.000000 Penalty: 5498.654297
	Iteration 66Q: 3 clusters Score -1.224592e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.224592e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.224595e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -12245942.000000 Penalty: 5498.654297
	Iteration 69Q: 3 clusters Score -1.224594e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -12245953.000000 Penalty: 5498.654297
	Iteration 70Q: 3 clusters Score -1.224595e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -12245928.000000 Penalty: 5498.654297
	Iteration 71Q: 3 clusters Score -1.224593e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -12245968.000000 Penalty: 5498.654297
	Iteration 72Q: 3 clusters Score -1.224597e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -12245975.000000 Penalty: 5498.654297
	Iteration 73Q: 3 clusters Score -1.224598e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -12246029.000000 Penalty: 5498.654297
	Iteration 74Q: 3 clusters Score -1.224603e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -12246013.000000 Penalty: 5498.654297
	Iteration 75Q: 3 clusters Score -1.224601e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.224608e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -12246109.000000 Penalty: 5498.654297
	Iteration 77Q: 3 clusters Score -1.224611e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -12246179.000000 Penalty: 5498.654297
	Iteration 78Q: 3 clusters Score -1.224618e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -12246226.000000 Penalty: 5498.654297
	Iteration 79Q: 3 clusters Score -1.224623e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -12246239.000000 Penalty: 5498.654297
	Iteration 80F: 3 clusters Score -1.224624e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.224626e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -12246284.000000 Penalty: 5498.654297
	Iteration 82Q: 3 clusters Score -1.224628e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -12246296.000000 Penalty: 5498.654297
	Iteration 83Q: 3 clusters Score -1.22463e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -12246334.000000 Penalty: 5498.654297
	Iteration 84Q: 3 clusters Score -1.224633e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -12246372.000000 Penalty: 5498.654297
	Iteration 85Q: 3 clusters Score -1.224637e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.224636e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -12246361.000000 Penalty: 5498.654297
	Iteration 87Q: 3 clusters Score -1.224636e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -12246424.000000 Penalty: 5498.654297
	Iteration 88Q: 3 clusters Score -1.224642e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -12246471.000000 Penalty: 5498.654297
	Iteration 89Q: 3 clusters Score -1.224647e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -12246527.000000 Penalty: 5498.654297
	Iteration 90Q: 3 clusters Score -1.224653e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -12246522.000000 Penalty: 5498.654297
	Iteration 91Q: 3 clusters Score -1.224652e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -12246538.000000 Penalty: 5498.654297
	Iteration 92Q: 3 clusters Score -1.224654e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -12246541.000000 Penalty: 5498.654297
	Iteration 93Q: 3 clusters Score -1.224654e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -12246603.000000 Penalty: 5498.654297
	Iteration 94Q: 3 clusters Score -1.22466e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -12246672.000000 Penalty: 5498.654297
	Iteration 95Q: 3 clusters Score -1.224667e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -12246694.000000 Penalty: 5498.654297
	Iteration 96Q: 3 clusters Score -1.224669e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.224674e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.224675e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.224675e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.224677e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.224677e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.224679e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -12246799.000000 Penalty: 5498.654297
	Iteration 103Q: 3 clusters Score -1.22468e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.224677e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.224683e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.22468e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -12246805.000000 Penalty: 5498.654297
	Iteration 107Q: 3 clusters Score -1.22468e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.224677e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -12246791.000000 Penalty: 5498.654297
	Iteration 109Q: 3 clusters Score -1.224679e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.224679e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -12246807.000000 Penalty: 5498.654297
	Iteration 111Q: 3 clusters Score -1.224681e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.224685e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.224685e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -12246831.000000 Penalty: 5498.654297
	Iteration 114Q: 3 clusters Score -1.224683e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -12246826.000000 Penalty: 5498.654297
	Iteration 115Q: 3 clusters Score -1.224683e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -12246820.000000 Penalty: 5498.654297
	Iteration 116Q: 3 clusters Score -1.224682e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -12246814.000000 Penalty: 5498.654297
	Iteration 117Q: 3 clusters Score -1.224681e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -12246830.000000 Penalty: 5498.654297
	Iteration 118Q: 3 clusters Score -1.224683e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.224685e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -12246838.000000 Penalty: 5498.654297
	Iteration 120F: 3 clusters Score -1.224684e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.224681e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.224685e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.224681e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.224683e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -12246846.000000 Penalty: 5498.654297
	Iteration 125Q: 3 clusters Score -1.224685e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -12246839.000000 Penalty: 5498.654297
	Iteration 126Q: 3 clusters Score -1.224684e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.224685e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -12246849.000000 Penalty: 5498.654297
	Iteration 128Q: 3 clusters Score -1.224685e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -12246843.000000 Penalty: 5498.654297
	Iteration 129Q: 3 clusters Score -1.224684e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -12246864.000000 Penalty: 5498.654297
	Iteration 130Q: 3 clusters Score -1.224686e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -12246876.000000 Penalty: 5498.654297
	Iteration 131Q: 3 clusters Score -1.224688e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -12246894.000000 Penalty: 5498.654297
	Iteration 132Q: 3 clusters Score -1.224689e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -12246863.000000 Penalty: 5498.654297
	Iteration 133Q: 3 clusters Score -1.224686e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.224686e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -12246907.000000 Penalty: 5498.654297
	Iteration 135Q: 3 clusters Score -1.224691e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.224693e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -12246909.000000 Penalty: 5498.654297
	Iteration 137Q: 3 clusters Score -1.224691e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -12246907.000000 Penalty: 5498.654297
	Iteration 138Q: 3 clusters Score -1.224691e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -12246916.000000 Penalty: 5498.654297
	Iteration 139Q: 3 clusters Score -1.224692e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -12246927.000000 Penalty: 5498.654297
	Iteration 140F: 3 clusters Score -1.224693e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -12246934.000000 Penalty: 5498.654297
	Iteration 141Q: 3 clusters Score -1.224693e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -12246911.000000 Penalty: 5498.654297
	Iteration 142Q: 3 clusters Score -1.224691e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -12246906.000000 Penalty: 5498.654297
	Iteration 143Q: 3 clusters Score -1.224691e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.224689e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -12246876.000000 Penalty: 5498.654297
	Iteration 145Q: 3 clusters Score -1.224688e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -12246870.000000 Penalty: 5498.654297
	Iteration 146Q: 3 clusters Score -1.224687e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -12246898.000000 Penalty: 5498.654297
	Iteration 147Q: 3 clusters Score -1.22469e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -12246891.000000 Penalty: 5498.654297
	Iteration 148Q: 3 clusters Score -1.224689e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.224689e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -12246882.000000 Penalty: 5498.654297
	Iteration 150Q: 3 clusters Score -1.224688e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -12246879.000000 Penalty: 5498.654297
	Iteration 151Q: 3 clusters Score -1.224688e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -12246887.000000 Penalty: 5498.654297
	Iteration 152Q: 3 clusters Score -1.224689e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -12246892.000000 Penalty: 5498.654297
	Iteration 153Q: 3 clusters Score -1.224689e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -12246918.000000 Penalty: 5498.654297
	Iteration 154Q: 3 clusters Score -1.224692e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -12246925.000000 Penalty: 5498.654297
	Iteration 155Q: 3 clusters Score -1.224692e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -12246948.000000 Penalty: 5498.654297
	Iteration 156Q: 3 clusters Score -1.224695e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -12246920.000000 Penalty: 5498.654297
	Iteration 157Q: 3 clusters Score -1.224692e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.22469e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.224689e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -12246888.000000 Penalty: 5498.654297
	Iteration 160F: 3 clusters Score -1.224689e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.224687e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -12246896.000000 Penalty: 5498.654297
	Iteration 162Q: 3 clusters Score -1.22469e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -12246872.000000 Penalty: 5498.654297
	Iteration 163Q: 3 clusters Score -1.224687e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.224683e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -12246815.000000 Penalty: 5498.654297
	Iteration 165Q: 3 clusters Score -1.224682e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.224679e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1.22468e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -12246793.000000 Penalty: 5498.654297
	Iteration 168Q: 3 clusters Score -1.224679e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.224678e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.22468e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.224677e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.224677e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.22468e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.224677e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.224675e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.224673e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.224677e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -12246744.000000 Penalty: 5498.654297
	Iteration 178Q: 3 clusters Score -1.224674e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -12246751.000000 Penalty: 5498.654297
	Iteration 179Q: 3 clusters Score -1.224675e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -12246755.000000 Penalty: 5498.654297
	Iteration 180F: 3 clusters Score -1.224676e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.224675e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -12246746.000000 Penalty: 5498.654297
	Iteration 182Q: 3 clusters Score -1.224675e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.224674e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1.224672e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.224669e+07 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.224668e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.22467e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.224665e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.224668e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1.224666e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.224665e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.224661e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -12246627.000000 Penalty: 5498.654297
	Iteration 193Q: 3 clusters Score -1.224663e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -12246610.000000 Penalty: 5498.654297
	Iteration 194Q: 3 clusters Score -1.224661e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.224663e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1.224665e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1.22467e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1.224668e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1.22467e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -12246693.000000 Penalty: 5498.654297
	Iteration 200F: 3 clusters Score -1.224669e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1.22467e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -12246719.000000 Penalty: 5498.654297
	Iteration 202Q: 3 clusters Score -1.224672e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1.224675e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1.224674e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -12246721.000000 Penalty: 5498.654297
	Iteration 205Q: 3 clusters Score -1.224672e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -12246703.000000 Penalty: 5498.654297
	Iteration 206Q: 3 clusters Score -1.22467e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -12246686.000000 Penalty: 5498.654297
	Iteration 207Q: 3 clusters Score -1.224669e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.224667e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1.224665e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1.224664e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1.22466e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1.22466e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1.224661e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1.224657e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1.224657e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1.224659e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1.224658e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1.224657e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -1.224656e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1.224656e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1.224656e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -12246555.000000 Penalty: 5498.654297
	Iteration 222Q: 3 clusters Score -1.224656e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.224656e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1.224655e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1.224657e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -12246577.000000 Penalty: 5498.654297
	Iteration 226Q: 3 clusters Score -1.224658e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -12246572.000000 Penalty: 5498.654297
	Iteration 227Q: 3 clusters Score -1.224657e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -12246573.000000 Penalty: 5498.654297
	Iteration 228Q: 3 clusters Score -1.224657e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -12246568.000000 Penalty: 5498.654297
	Iteration 229Q: 3 clusters Score -1.224657e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -12246568.000000 Penalty: 5498.654297
	Iteration 230Q: 3 clusters Score -1.224657e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -12246545.000000 Penalty: 5498.654297
	Iteration 231Q: 3 clusters Score -1.224654e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -12246536.000000 Penalty: 5498.654297
	Iteration 232Q: 3 clusters Score -1.224654e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -12246543.000000 Penalty: 5498.654297
	Iteration 233Q: 3 clusters Score -1.224654e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -12246554.000000 Penalty: 5498.654297
	Iteration 234Q: 3 clusters Score -1.224655e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -12246564.000000 Penalty: 5498.654297
	Iteration 235Q: 3 clusters Score -1.224656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -12246560.000000 Penalty: 5498.654297
	Iteration 236Q: 3 clusters Score -1.224656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -12246555.000000 Penalty: 5498.654297
	Iteration 237Q: 3 clusters Score -1.224656e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -12246558.000000 Penalty: 5498.654297
	Iteration 238Q: 3 clusters Score -1.224656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -12246551.000000 Penalty: 5498.654297
	Iteration 239Q: 3 clusters Score -1.224655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -12246555.000000 Penalty: 5498.654297
	Iteration 240F: 3 clusters Score -1.224656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -12246567.000000 Penalty: 5498.654297
	Iteration 241Q: 3 clusters Score -1.224657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -12246570.000000 Penalty: 5498.654297
	Iteration 242Q: 3 clusters Score -1.224657e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -12246558.000000 Penalty: 5498.654297
	Iteration 243Q: 3 clusters Score -1.224656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -12246582.000000 Penalty: 5498.654297
	Iteration 244Q: 3 clusters Score -1.224658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -12246580.000000 Penalty: 5498.654297
	Iteration 245Q: 3 clusters Score -1.224658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -12246572.000000 Penalty: 5498.654297
	Iteration 246Q: 3 clusters Score -1.224657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -12246582.000000 Penalty: 5498.654297
	Iteration 247Q: 3 clusters Score -1.224658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -12246583.000000 Penalty: 5498.654297
	Iteration 248Q: 3 clusters Score -1.224658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -12246592.000000 Penalty: 5498.654297
	Iteration 249Q: 3 clusters Score -1.224659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -12246582.000000 Penalty: 5498.654297
	Iteration 250Q: 3 clusters Score -1.224658e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -12246579.000000 Penalty: 5498.654297
	Iteration 251Q: 3 clusters Score -1.224658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -12246586.000000 Penalty: 5498.654297
	Iteration 252Q: 3 clusters Score -1.224659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -12246575.000000 Penalty: 5498.654297
	Iteration 253Q: 3 clusters Score -1.224658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -12246580.000000 Penalty: 5498.654297
	Iteration 254Q: 3 clusters Score -1.224658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -12246585.000000 Penalty: 5498.654297
	Iteration 255Q: 3 clusters Score -1.224658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -12246585.000000 Penalty: 5498.654297
	Iteration 256F: 3 clusters Score -1.224658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 55279 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 64691 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 2318 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 54911 members 
Mstep: Class 9 contains 45043 members 
Mstep: Class 10 contains 71261 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 33040 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 55301 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 16 contains 37688 members 
Mstep: Class 17 contains 49805 members 
Mstep: Class 18 contains 54012 members 
Mstep: Class 19 contains 27563 members 
Mstep: Class 20 contains 80763 members 
Entering Unmasked Estep 
Score: -126826808.000000 Penalty: 66746.679688
Splitting cluster 19 changes total score from -126787080.000000 to -126826808.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 20 (80763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80763 members 
Entering Unmasked Estep 
Score: -14555506.000000 Penalty: 2802.219971
	Iteration 0F: 2 clusters Score -1.455551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -14502912.000000 Penalty: 5604.439941
	Iteration 0F: 3 clusters Score -1.450291e+07 nChanged 37982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -14525005.000000 Penalty: 5604.439941
	Iteration 1F: 3 clusters Score -1.4525e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -14527211.000000 Penalty: 5604.439941
	Iteration 2Q: 3 clusters Score -1.452721e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -14530790.000000 Penalty: 5604.439941
	Iteration 3F: 3 clusters Score -1.453079e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -14535613.000000 Penalty: 5604.439941
	Iteration 4F: 3 clusters Score -1.453561e+07 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -14540993.000000 Penalty: 5604.439941
	Iteration 5F: 3 clusters Score -1.454099e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -14546615.000000 Penalty: 5604.439941
	Iteration 6F: 3 clusters Score -1.454662e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -14551159.000000 Penalty: 5604.439941
	Iteration 7F: 3 clusters Score -1.455116e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 57475 members 
Entering Unmasked Estep 
Score: -14554154.000000 Penalty: 5604.439941
	Iteration 8F: 3 clusters Score -1.455415e+07 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 60533 members 
Entering Unmasked Estep 
Score: -14556185.000000 Penalty: 5604.439941
	Iteration 9Q: 3 clusters Score -1.455618e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 62969 members 
Entering Unmasked Estep 
Score: -14557656.000000 Penalty: 5604.439941
	Iteration 10Q: 3 clusters Score -1.455766e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -14558720.000000 Penalty: 5604.439941
	Iteration 11Q: 3 clusters Score -1.455872e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 66640 members 
Entering Unmasked Estep 
Score: -14559498.000000 Penalty: 5604.439941
	Iteration 12Q: 3 clusters Score -1.45595e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 68010 members 
Entering Unmasked Estep 
Score: -14560184.000000 Penalty: 5604.439941
	Iteration 13Q: 3 clusters Score -1.456018e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 69112 members 
Entering Unmasked Estep 
Score: -14560754.000000 Penalty: 5604.439941
	Iteration 14Q: 3 clusters Score -1.456075e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -14561209.000000 Penalty: 5604.439941
	Iteration 15Q: 3 clusters Score -1.456121e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
Score: -14561500.000000 Penalty: 5604.439941
	Iteration 16Q: 3 clusters Score -1.45615e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 71153 members 
Entering Unmasked Estep 
Score: -14561709.000000 Penalty: 5604.439941
	Iteration 17Q: 3 clusters Score -1.456171e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -14561849.000000 Penalty: 5604.439941
	Iteration 18Q: 3 clusters Score -1.456185e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -14561963.000000 Penalty: 5604.439941
	Iteration 19Q: 3 clusters Score -1.456196e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -14562041.000000 Penalty: 5604.439941
	Iteration 20F: 3 clusters Score -1.456204e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 72258 members 
Entering Unmasked Estep 
Score: -14562097.000000 Penalty: 5604.439941
	Iteration 21Q: 3 clusters Score -1.45621e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 72422 members 
Entering Unmasked Estep 
Score: -14562095.000000 Penalty: 5604.439941
	Iteration 22Q: 3 clusters Score -1.45621e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 72558 members 
Entering Unmasked Estep 
Score: -14562124.000000 Penalty: 5604.439941
	Iteration 23Q: 3 clusters Score -1.456212e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -14562118.000000 Penalty: 5604.439941
	Iteration 24Q: 3 clusters Score -1.456212e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 72751 members 
Entering Unmasked Estep 
Score: -14562103.000000 Penalty: 5604.439941
	Iteration 25Q: 3 clusters Score -1.45621e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -14562136.000000 Penalty: 5604.439941
	Iteration 26Q: 3 clusters Score -1.456214e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 72878 members 
Entering Unmasked Estep 
Score: -14562160.000000 Penalty: 5604.439941
	Iteration 27Q: 3 clusters Score -1.456216e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 72937 members 
Entering Unmasked Estep 
Score: -14562160.000000 Penalty: 5604.439941
	Iteration 28Q: 3 clusters Score -1.456216e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -14562144.000000 Penalty: 5604.439941
	Iteration 29Q: 3 clusters Score -1.456214e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -14562143.000000 Penalty: 5604.439941
	Iteration 30Q: 3 clusters Score -1.456214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 73045 members 
Entering Unmasked Estep 
Score: -14562154.000000 Penalty: 5604.439941
	Iteration 31Q: 3 clusters Score -1.456215e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 73068 members 
Entering Unmasked Estep 
Score: -14562157.000000 Penalty: 5604.439941
	Iteration 32Q: 3 clusters Score -1.456216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -14562153.000000 Penalty: 5604.439941
	Iteration 33Q: 3 clusters Score -1.456215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -14562160.000000 Penalty: 5604.439941
	Iteration 34Q: 3 clusters Score -1.456216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -14562170.000000 Penalty: 5604.439941
	Iteration 35Q: 3 clusters Score -1.456217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 73111 members 
Entering Unmasked Estep 
Score: -14562167.000000 Penalty: 5604.439941
	Iteration 36Q: 3 clusters Score -1.456217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 73116 members 
Entering Unmasked Estep 
Score: -14562172.000000 Penalty: 5604.439941
	Iteration 37Q: 3 clusters Score -1.456217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -14562163.000000 Penalty: 5604.439941
	Iteration 38Q: 3 clusters Score -1.456216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 73122 members 
Entering Unmasked Estep 
Score: -14562160.000000 Penalty: 5604.439941
	Iteration 39Q: 3 clusters Score -1.456216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -14562154.000000 Penalty: 5604.439941
	Iteration 40F: 3 clusters Score -1.456215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 73133 members 
Entering Unmasked Estep 
Score: -14562157.000000 Penalty: 5604.439941
	Iteration 41Q: 3 clusters Score -1.456216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 73139 members 
Entering Unmasked Estep 
Score: -14562162.000000 Penalty: 5604.439941
	Iteration 42Q: 3 clusters Score -1.456216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 73142 members 
Entering Unmasked Estep 
Score: -14562160.000000 Penalty: 5604.439941
	Iteration 43Q: 3 clusters Score -1.456216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -14562156.000000 Penalty: 5604.439941
	Iteration 44Q: 3 clusters Score -1.456216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -14562156.000000 Penalty: 5604.439941
	Iteration 45F: 3 clusters Score -1.456216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 55279 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 64691 members 
Mstep: Class 5 contains 2673 members 
Mstep: Class 6 contains 2318 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 54911 members 
Mstep: Class 9 contains 45043 members 
Mstep: Class 10 contains 71261 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 33040 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 55301 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 16 contains 37688 members 
Mstep: Class 17 contains 49805 members 
Mstep: Class 18 contains 54012 members 
Mstep: Class 19 contains 27563 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 73144 members 
Entering Unmasked Estep 
Score: -126833040.000000 Penalty: 70084.007812
Splitting cluster 20 changes total score from -126787080.000000 to -126833040.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 60079 members 
Mstep: Class 2 contains 55279 members 
Mstep: Class 3 contains 1259 members 
Mstep: Class 4 contains 64691 members 
Mstep: Class 8 contains 54911 members 
Mstep: Class 10 contains 71261 members 
Mstep: Class 11 contains 879 members 
Mstep: Class 12 contains 33040 members 
Mstep: Class 14 contains 55301 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 17 contains 49805 members 
Mstep: Class 18 contains 54012 members 
Mstep: Class 19 contains 27563 members 
Mstep: Class 20 contains 7619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126848768.000000 Penalty: 70084.007812
Iteration 39Q: 22 clusters Score -1.268488e+08 nChanged 34748
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 53234 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 63440 members 
Mstep: Class 5 contains 2489 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 7 contains 295 members 
Mstep: Class 8 contains 53316 members 
Mstep: Class 9 contains 43622 members 
Mstep: Class 10 contains 70610 members 
Mstep: Class 11 contains 932 members 
Mstep: Class 12 contains 41449 members 
Mstep: Class 13 contains 575 members 
Mstep: Class 14 contains 54179 members 
Mstep: Class 15 contains 1163 members 
Mstep: Class 16 contains 38063 members 
Mstep: Class 17 contains 48105 members 
Mstep: Class 18 contains 53334 members 
Mstep: Class 19 contains 31250 members 
Mstep: Class 20 contains 7899 members 
Mstep: Class 21 contains 72805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126867208.000000 Penalty: 70084.007812
Iteration 40F: 22 clusters Score -1.268672e+08 nChanged 35468
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 49239 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 4 contains 60486 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 7 contains 304 members 
Mstep: Class 8 contains 49911 members 
Mstep: Class 9 contains 45386 members 
Mstep: Class 10 contains 67288 members 
Mstep: Class 11 contains 939 members 
Mstep: Class 12 contains 48069 members 
Mstep: Class 13 contains 618 members 
Mstep: Class 14 contains 51967 members 
Mstep: Class 15 contains 1157 members 
Mstep: Class 16 contains 44885 members 
Mstep: Class 17 contains 46323 members 
Mstep: Class 18 contains 51283 members 
Mstep: Class 19 contains 34618 members 
Mstep: Class 20 contains 7982 members 
Mstep: Class 21 contains 77309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126881080.000000 Penalty: 70084.007812
Iteration 41F: 22 clusters Score -1.268811e+08 nChanged 29133
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 51398 members 
Mstep: Class 2 contains 46337 members 
Mstep: Class 3 contains 1222 members 
Mstep: Class 4 contains 58141 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 47406 members 
Mstep: Class 9 contains 45427 members 
Mstep: Class 10 contains 64564 members 
Mstep: Class 11 contains 952 members 
Mstep: Class 12 contains 54133 members 
Mstep: Class 13 contains 626 members 
Mstep: Class 14 contains 50675 members 
Mstep: Class 15 contains 1169 members 
Mstep: Class 16 contains 50431 members 
Mstep: Class 17 contains 44977 members 
Mstep: Class 18 contains 49271 members 
Mstep: Class 19 contains 38264 members 
Mstep: Class 20 contains 8201 members 
Mstep: Class 21 contains 80476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126885440.000000 Penalty: 70084.007812
Iteration 42Q: 22 clusters Score -1.268854e+08 nChanged 27660
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 44633 members 
Mstep: Class 3 contains 1212 members 
Mstep: Class 4 contains 56720 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 2249 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 46169 members 
Mstep: Class 9 contains 44023 members 
Mstep: Class 10 contains 62271 members 
Mstep: Class 11 contains 959 members 
Mstep: Class 12 contains 58532 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 49659 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 54244 members 
Mstep: Class 17 contains 44042 members 
Mstep: Class 18 contains 47236 members 
Mstep: Class 19 contains 42260 members 
Mstep: Class 20 contains 8490 members 
Mstep: Class 21 contains 82887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126884672.000000 Penalty: 70084.007812
Iteration 43Q: 22 clusters Score -1.268847e+08 nChanged 26579
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 43835 members 
Mstep: Class 3 contains 1202 members 
Mstep: Class 4 contains 55686 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 45333 members 
Mstep: Class 9 contains 41690 members 
Mstep: Class 10 contains 60224 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 60320 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 49190 members 
Mstep: Class 15 contains 1170 members 
Mstep: Class 16 contains 56623 members 
Mstep: Class 17 contains 42954 members 
Mstep: Class 18 contains 45947 members 
Mstep: Class 19 contains 46407 members 
Mstep: Class 20 contains 8812 members 
Mstep: Class 21 contains 84795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126882272.000000 Penalty: 70084.007812
Iteration 44Q: 22 clusters Score -1.268823e+08 nChanged 26025
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 43694 members 
Mstep: Class 3 contains 1190 members 
Mstep: Class 4 contains 55053 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 45309 members 
Mstep: Class 9 contains 39866 members 
Mstep: Class 10 contains 58378 members 
Mstep: Class 11 contains 976 members 
Mstep: Class 12 contains 60525 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 48850 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 58133 members 
Mstep: Class 17 contains 40544 members 
Mstep: Class 18 contains 45064 members 
Mstep: Class 19 contains 49871 members 
Mstep: Class 20 contains 9194 members 
Mstep: Class 21 contains 86657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126877144.000000 Penalty: 70084.007812
Iteration 45Q: 22 clusters Score -1.268771e+08 nChanged 24884
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 44026 members 
Mstep: Class 3 contains 1177 members 
Mstep: Class 4 contains 54769 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 2126 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 45427 members 
Mstep: Class 9 contains 38189 members 
Mstep: Class 10 contains 56855 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 59947 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 48674 members 
Mstep: Class 15 contains 1175 members 
Mstep: Class 16 contains 59165 members 
Mstep: Class 17 contains 38647 members 
Mstep: Class 18 contains 44644 members 
Mstep: Class 19 contains 51493 members 
Mstep: Class 20 contains 9638 members 
Mstep: Class 21 contains 88407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126871648.000000 Penalty: 70084.007812
Iteration 46Q: 22 clusters Score -1.268716e+08 nChanged 22079
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 44487 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 4 contains 54739 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 45724 members 
Mstep: Class 9 contains 37065 members 
Mstep: Class 10 contains 55699 members 
Mstep: Class 11 contains 974 members 
Mstep: Class 12 contains 58877 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 48680 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 59691 members 
Mstep: Class 17 contains 37665 members 
Mstep: Class 18 contains 44611 members 
Mstep: Class 19 contains 51611 members 
Mstep: Class 20 contains 10171 members 
Mstep: Class 21 contains 89804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126869640.000000 Penalty: 70084.007812
Iteration 47Q: 22 clusters Score -1.268696e+08 nChanged 18867
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 51867 members 
Mstep: Class 2 contains 45044 members 
Mstep: Class 3 contains 1160 members 
Mstep: Class 4 contains 54764 members 
Mstep: Class 5 contains 2415 members 
Mstep: Class 6 contains 2014 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 45997 members 
Mstep: Class 9 contains 36626 members 
Mstep: Class 10 contains 54972 members 
Mstep: Class 11 contains 977 members 
Mstep: Class 12 contains 57627 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 48708 members 
Mstep: Class 15 contains 1174 members 
Mstep: Class 16 contains 59738 members 
Mstep: Class 17 contains 37390 members 
Mstep: Class 18 contains 44795 members 
Mstep: Class 19 contains 51085 members 
Mstep: Class 20 contains 10715 members 
Mstep: Class 21 contains 90661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126867936.000000 Penalty: 70084.007812
Iteration 48Q: 22 clusters Score -1.268679e+08 nChanged 16031
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 45452 members 
Mstep: Class 3 contains 1154 members 
Mstep: Class 4 contains 54778 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 46292 members 
Mstep: Class 9 contains 36740 members 
Mstep: Class 10 contains 54509 members 
Mstep: Class 11 contains 989 members 
Mstep: Class 12 contains 56271 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 48678 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 59702 members 
Mstep: Class 17 contains 37659 members 
Mstep: Class 18 contains 45012 members 
Mstep: Class 19 contains 50414 members 
Mstep: Class 20 contains 11255 members 
Mstep: Class 21 contains 91022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126867392.000000 Penalty: 70084.007812
Iteration 49Q: 22 clusters Score -1.268674e+08 nChanged 13934
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 45759 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 54720 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 1918 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 46504 members 
Mstep: Class 9 contains 37445 members 
Mstep: Class 10 contains 54219 members 
Mstep: Class 11 contains 998 members 
Mstep: Class 12 contains 54953 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 48666 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 59683 members 
Mstep: Class 17 contains 38260 members 
Mstep: Class 18 contains 45222 members 
Mstep: Class 19 contains 49628 members 
Mstep: Class 20 contains 11732 members 
Mstep: Class 21 contains 91009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3319.375488 but Gain 3337.328125
Score: -126867840.000000 Penalty: 66746.679688
Iteration 50Q: 21 clusters Score -1.268678e+08 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 45889 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 54604 members 
Mstep: Class 5 contains 2429 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 46612 members 
Mstep: Class 9 contains 38527 members 
Mstep: Class 10 contains 55553 members 
Mstep: Class 11 contains 1003 members 
Mstep: Class 12 contains 53823 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 48579 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 59706 members 
Mstep: Class 17 contains 39080 members 
Mstep: Class 18 contains 45360 members 
Mstep: Class 19 contains 48907 members 
Mstep: Class 20 contains 12135 members 
Mstep: Class 21 contains 91010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126869152.000000 Penalty: 66746.679688
Iteration 51Q: 21 clusters Score -1.268692e+08 nChanged 12213
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 45981 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 54377 members 
Mstep: Class 5 contains 2421 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 46724 members 
Mstep: Class 9 contains 39875 members 
Mstep: Class 10 contains 54987 members 
Mstep: Class 11 contains 1008 members 
Mstep: Class 12 contains 52842 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 48477 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 59689 members 
Mstep: Class 17 contains 39948 members 
Mstep: Class 18 contains 45520 members 
Mstep: Class 19 contains 48422 members 
Mstep: Class 20 contains 12522 members 
Mstep: Class 21 contains 90597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126870600.000000 Penalty: 66746.679688
Iteration 52Q: 21 clusters Score -1.268706e+08 nChanged 11264
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 46010 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 54065 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 46735 members 
Mstep: Class 9 contains 41449 members 
Mstep: Class 10 contains 54484 members 
Mstep: Class 11 contains 1013 members 
Mstep: Class 12 contains 51968 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 48227 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 59755 members 
Mstep: Class 17 contains 40878 members 
Mstep: Class 18 contains 45628 members 
Mstep: Class 19 contains 48012 members 
Mstep: Class 20 contains 12929 members 
Mstep: Class 21 contains 90086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126872400.000000 Penalty: 66746.679688
Iteration 53Q: 21 clusters Score -1.268724e+08 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 45935 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 53744 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 46701 members 
Mstep: Class 9 contains 43469 members 
Mstep: Class 10 contains 54026 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 51090 members 
Mstep: Class 13 contains 619 members 
Mstep: Class 14 contains 48002 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 59676 members 
Mstep: Class 17 contains 41725 members 
Mstep: Class 18 contains 45761 members 
Mstep: Class 19 contains 47711 members 
Mstep: Class 20 contains 13361 members 
Mstep: Class 21 contains 89487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126874760.000000 Penalty: 66746.679688
Iteration 54Q: 21 clusters Score -1.268748e+08 nChanged 11011
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 45708 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 53434 members 
Mstep: Class 5 contains 2327 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 46573 members 
Mstep: Class 9 contains 45967 members 
Mstep: Class 10 contains 53617 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 50204 members 
Mstep: Class 13 contains 618 members 
Mstep: Class 14 contains 47834 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 59571 members 
Mstep: Class 17 contains 42416 members 
Mstep: Class 18 contains 45817 members 
Mstep: Class 19 contains 47519 members 
Mstep: Class 20 contains 13787 members 
Mstep: Class 21 contains 88690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126876952.000000 Penalty: 66746.679688
Iteration 55Q: 21 clusters Score -1.26877e+08 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 45537 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 53139 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 46410 members 
Mstep: Class 9 contains 48470 members 
Mstep: Class 10 contains 53255 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 49461 members 
Mstep: Class 13 contains 618 members 
Mstep: Class 14 contains 47769 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 59372 members 
Mstep: Class 17 contains 42937 members 
Mstep: Class 18 contains 45869 members 
Mstep: Class 19 contains 47288 members 
Mstep: Class 20 contains 14225 members 
Mstep: Class 21 contains 87803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126878056.000000 Penalty: 66746.679688
Iteration 56Q: 21 clusters Score -1.268781e+08 nChanged 10975
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 45317 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 52845 members 
Mstep: Class 5 contains 2260 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 46306 members 
Mstep: Class 9 contains 50722 members 
Mstep: Class 10 contains 52944 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 49002 members 
Mstep: Class 13 contains 618 members 
Mstep: Class 14 contains 47688 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 59249 members 
Mstep: Class 17 contains 43209 members 
Mstep: Class 18 contains 46007 members 
Mstep: Class 19 contains 47058 members 
Mstep: Class 20 contains 14649 members 
Mstep: Class 21 contains 86835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879184.000000 Penalty: 66746.679688
Iteration 57Q: 21 clusters Score -1.268792e+08 nChanged 11327
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 45098 members 
Mstep: Class 3 contains 1110 members 
Mstep: Class 4 contains 52565 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 46156 members 
Mstep: Class 9 contains 52787 members 
Mstep: Class 10 contains 52627 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 48829 members 
Mstep: Class 13 contains 618 members 
Mstep: Class 14 contains 47585 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 59089 members 
Mstep: Class 17 contains 43408 members 
Mstep: Class 18 contains 46091 members 
Mstep: Class 19 contains 46892 members 
Mstep: Class 20 contains 15093 members 
Mstep: Class 21 contains 85820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126880616.000000 Penalty: 66746.679688
Iteration 58Q: 21 clusters Score -1.268806e+08 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 44894 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 52394 members 
Mstep: Class 5 contains 2208 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 46089 members 
Mstep: Class 9 contains 54465 members 
Mstep: Class 10 contains 52470 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 48761 members 
Mstep: Class 13 contains 618 members 
Mstep: Class 14 contains 47406 members 
Mstep: Class 15 contains 1173 members 
Mstep: Class 16 contains 58869 members 
Mstep: Class 17 contains 43499 members 
Mstep: Class 18 contains 46096 members 
Mstep: Class 19 contains 46713 members 
Mstep: Class 20 contains 15525 members 
Mstep: Class 21 contains 85005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126880768.000000 Penalty: 66746.679688
Iteration 59Q: 21 clusters Score -1.268808e+08 nChanged 11534
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 44858 members 
Mstep: Class 3 contains 1101 members 
Mstep: Class 4 contains 52228 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 7 contains 327 members 
Mstep: Class 8 contains 46045 members 
Mstep: Class 9 contains 55605 members 
Mstep: Class 10 contains 52345 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 48866 members 
Mstep: Class 13 contains 618 members 
Mstep: Class 14 contains 47272 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 58755 members 
Mstep: Class 17 contains 43471 members 
Mstep: Class 18 contains 46118 members 
Mstep: Class 19 contains 46562 members 
Mstep: Class 20 contains 15996 members 
Mstep: Class 21 contains 84156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126881672.000000 Penalty: 66746.679688
Iteration 60F: 21 clusters Score -1.268817e+08 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 44877 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 52102 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 7 contains 329 members 
Mstep: Class 8 contains 46082 members 
Mstep: Class 9 contains 56355 members 
Mstep: Class 10 contains 52170 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 49179 members 
Mstep: Class 13 contains 626 members 
Mstep: Class 14 contains 47091 members 
Mstep: Class 15 contains 1169 members 
Mstep: Class 16 contains 58739 members 
Mstep: Class 17 contains 43138 members 
Mstep: Class 18 contains 46099 members 
Mstep: Class 19 contains 46779 members 
Mstep: Class 20 contains 16597 members 
Mstep: Class 21 contains 83120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126880208.000000 Penalty: 66746.679688
Iteration 61Q: 21 clusters Score -1.268802e+08 nChanged 11953
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 44910 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 52024 members 
Mstep: Class 5 contains 2139 members 
Mstep: Class 7 contains 330 members 
Mstep: Class 8 contains 46129 members 
Mstep: Class 9 contains 56646 members 
Mstep: Class 10 contains 52065 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 49484 members 
Mstep: Class 13 contains 624 members 
Mstep: Class 14 contains 46961 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 58793 members 
Mstep: Class 17 contains 42999 members 
Mstep: Class 18 contains 46130 members 
Mstep: Class 19 contains 46884 members 
Mstep: Class 20 contains 17276 members 
Mstep: Class 21 contains 81941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879552.000000 Penalty: 66746.679688
Iteration 62Q: 21 clusters Score -1.268796e+08 nChanged 11487
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 44959 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 51994 members 
Mstep: Class 5 contains 2132 members 
Mstep: Class 7 contains 328 members 
Mstep: Class 8 contains 46105 members 
Mstep: Class 9 contains 56752 members 
Mstep: Class 10 contains 52036 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 49707 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46978 members 
Mstep: Class 15 contains 1168 members 
Mstep: Class 16 contains 58794 members 
Mstep: Class 17 contains 42957 members 
Mstep: Class 18 contains 46172 members 
Mstep: Class 19 contains 46949 members 
Mstep: Class 20 contains 18000 members 
Mstep: Class 21 contains 80668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126878936.000000 Penalty: 66746.679688
Iteration 63Q: 21 clusters Score -1.268789e+08 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 45050 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 52063 members 
Mstep: Class 5 contains 2131 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 46101 members 
Mstep: Class 9 contains 56637 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 49816 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 47025 members 
Mstep: Class 15 contains 1164 members 
Mstep: Class 16 contains 58788 members 
Mstep: Class 17 contains 43004 members 
Mstep: Class 18 contains 46290 members 
Mstep: Class 19 contains 46983 members 
Mstep: Class 20 contains 18714 members 
Mstep: Class 21 contains 79474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126878872.000000 Penalty: 66746.679688
Iteration 64Q: 21 clusters Score -1.268789e+08 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 45113 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 52178 members 
Mstep: Class 5 contains 2128 members 
Mstep: Class 7 contains 325 members 
Mstep: Class 8 contains 46100 members 
Mstep: Class 9 contains 56311 members 
Mstep: Class 10 contains 51970 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 50085 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 47018 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 58848 members 
Mstep: Class 17 contains 43113 members 
Mstep: Class 18 contains 46364 members 
Mstep: Class 19 contains 46997 members 
Mstep: Class 20 contains 19465 members 
Mstep: Class 21 contains 78250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879072.000000 Penalty: 66746.679688
Iteration 65Q: 21 clusters Score -1.268791e+08 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 45156 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 52321 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 7 contains 326 members 
Mstep: Class 8 contains 46210 members 
Mstep: Class 9 contains 55789 members 
Mstep: Class 10 contains 51966 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 50337 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 47020 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 58879 members 
Mstep: Class 17 contains 43298 members 
Mstep: Class 18 contains 46500 members 
Mstep: Class 19 contains 46965 members 
Mstep: Class 20 contains 20172 members 
Mstep: Class 21 contains 77076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879048.000000 Penalty: 66746.679688
Iteration 66Q: 21 clusters Score -1.26879e+08 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 45249 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 52423 members 
Mstep: Class 5 contains 2147 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 46293 members 
Mstep: Class 9 contains 55164 members 
Mstep: Class 10 contains 51992 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 50455 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 47018 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 59004 members 
Mstep: Class 17 contains 43509 members 
Mstep: Class 18 contains 46635 members 
Mstep: Class 19 contains 46926 members 
Mstep: Class 20 contains 20911 members 
Mstep: Class 21 contains 75946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879920.000000 Penalty: 66746.679688
Iteration 67Q: 21 clusters Score -1.268799e+08 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 45297 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 52541 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 46335 members 
Mstep: Class 9 contains 54410 members 
Mstep: Class 10 contains 52037 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 50644 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46986 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 59191 members 
Mstep: Class 17 contains 43704 members 
Mstep: Class 18 contains 46845 members 
Mstep: Class 19 contains 46918 members 
Mstep: Class 20 contains 21659 members 
Mstep: Class 21 contains 74806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879960.000000 Penalty: 66746.679688
Iteration 68Q: 21 clusters Score -1.2688e+08 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 45374 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 52642 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 46437 members 
Mstep: Class 9 contains 53641 members 
Mstep: Class 10 contains 52069 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 50801 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46945 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 59301 members 
Mstep: Class 17 contains 43793 members 
Mstep: Class 18 contains 47055 members 
Mstep: Class 19 contains 46987 members 
Mstep: Class 20 contains 22379 members 
Mstep: Class 21 contains 73729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126880216.000000 Penalty: 66746.679688
Iteration 69Q: 21 clusters Score -1.268802e+08 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 45435 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 52766 members 
Mstep: Class 5 contains 2194 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 46544 members 
Mstep: Class 9 contains 52992 members 
Mstep: Class 10 contains 52079 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 50938 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46906 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 59377 members 
Mstep: Class 17 contains 43803 members 
Mstep: Class 18 contains 47217 members 
Mstep: Class 19 contains 47048 members 
Mstep: Class 20 contains 23089 members 
Mstep: Class 21 contains 72680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126880208.000000 Penalty: 66746.679688
Iteration 70Q: 21 clusters Score -1.268802e+08 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 45455 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 52879 members 
Mstep: Class 5 contains 2216 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 46623 members 
Mstep: Class 9 contains 52430 members 
Mstep: Class 10 contains 52106 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 51025 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46855 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 59463 members 
Mstep: Class 17 contains 43883 members 
Mstep: Class 18 contains 47402 members 
Mstep: Class 19 contains 47098 members 
Mstep: Class 20 contains 23808 members 
Mstep: Class 21 contains 71574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126880056.000000 Penalty: 66746.679688
Iteration 71Q: 21 clusters Score -1.268801e+08 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 45484 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52965 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 46630 members 
Mstep: Class 9 contains 51899 members 
Mstep: Class 10 contains 52127 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 51135 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46799 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 59616 members 
Mstep: Class 17 contains 44055 members 
Mstep: Class 18 contains 47598 members 
Mstep: Class 19 contains 47025 members 
Mstep: Class 20 contains 24529 members 
Mstep: Class 21 contains 70485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126880448.000000 Penalty: 66746.679688
Iteration 72Q: 21 clusters Score -1.268804e+08 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 45479 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 53007 members 
Mstep: Class 5 contains 2253 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 46614 members 
Mstep: Class 9 contains 51387 members 
Mstep: Class 10 contains 52102 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 51321 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46766 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 59817 members 
Mstep: Class 17 contains 44197 members 
Mstep: Class 18 contains 47786 members 
Mstep: Class 19 contains 47067 members 
Mstep: Class 20 contains 25203 members 
Mstep: Class 21 contains 69309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879976.000000 Penalty: 66746.679688
Iteration 73Q: 21 clusters Score -1.2688e+08 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 45515 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 53047 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 46686 members 
Mstep: Class 9 contains 50955 members 
Mstep: Class 10 contains 52122 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 51394 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46789 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 60012 members 
Mstep: Class 17 contains 44354 members 
Mstep: Class 18 contains 47963 members 
Mstep: Class 19 contains 47038 members 
Mstep: Class 20 contains 25881 members 
Mstep: Class 21 contains 67977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879680.000000 Penalty: 66746.679688
Iteration 74Q: 21 clusters Score -1.268797e+08 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 45587 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 53082 members 
Mstep: Class 5 contains 2292 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 46796 members 
Mstep: Class 9 contains 50510 members 
Mstep: Class 10 contains 52138 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 51454 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46797 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 60246 members 
Mstep: Class 17 contains 44456 members 
Mstep: Class 18 contains 48114 members 
Mstep: Class 19 contains 47035 members 
Mstep: Class 20 contains 26518 members 
Mstep: Class 21 contains 66680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879760.000000 Penalty: 66746.679688
Iteration 75Q: 21 clusters Score -1.268798e+08 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53068 members 
Mstep: Class 2 contains 45622 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 53126 members 
Mstep: Class 5 contains 2309 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 46886 members 
Mstep: Class 9 contains 50180 members 
Mstep: Class 10 contains 52123 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 51536 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46818 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 60464 members 
Mstep: Class 17 contains 44591 members 
Mstep: Class 18 contains 48184 members 
Mstep: Class 19 contains 47062 members 
Mstep: Class 20 contains 27104 members 
Mstep: Class 21 contains 65391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126878856.000000 Penalty: 66746.679688
Iteration 76Q: 21 clusters Score -1.268789e+08 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 45703 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 53177 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 46922 members 
Mstep: Class 9 contains 49856 members 
Mstep: Class 10 contains 52090 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 51642 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46881 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 60662 members 
Mstep: Class 17 contains 44707 members 
Mstep: Class 18 contains 48303 members 
Mstep: Class 19 contains 47095 members 
Mstep: Class 20 contains 27681 members 
Mstep: Class 21 contains 64010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126878544.000000 Penalty: 66746.679688
Iteration 77Q: 21 clusters Score -1.268785e+08 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 45818 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 53227 members 
Mstep: Class 5 contains 2331 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 46989 members 
Mstep: Class 9 contains 49627 members 
Mstep: Class 10 contains 52078 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 51646 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46903 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 60942 members 
Mstep: Class 17 contains 44796 members 
Mstep: Class 18 contains 48415 members 
Mstep: Class 19 contains 47168 members 
Mstep: Class 20 contains 28202 members 
Mstep: Class 21 contains 62608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126878032.000000 Penalty: 66746.679688
Iteration 78Q: 21 clusters Score -1.26878e+08 nChanged 7704
Entering ConstructFrom: 
Score: -126878032.000000 Penalty: 66746.679688
Entering ConstructFrom: 
Trying to split cluster 1 (54115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Entering Unmasked Estep 
Score: -10016163.000000 Penalty: 2702.918945
	Iteration 0F: 2 clusters Score -1.001616e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -9983205.000000 Penalty: 5405.837891
	Iteration 0F: 3 clusters Score -9983205 nChanged 25132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -9997204.000000 Penalty: 5405.837891
	Iteration 1F: 3 clusters Score -9997204 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -9998163.000000 Penalty: 5405.837891
	Iteration 2Q: 3 clusters Score -9998163 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -9999332.000000 Penalty: 5405.837891
	Iteration 3Q: 3 clusters Score -9999332 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -10000736.000000 Penalty: 5405.837891
	Iteration 4Q: 3 clusters Score -1.000074e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -10002592.000000 Penalty: 5405.837891
	Iteration 5F: 3 clusters Score -1.000259e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -10004733.000000 Penalty: 5405.837891
	Iteration 6F: 3 clusters Score -1.000473e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -10007082.000000 Penalty: 5405.837891
	Iteration 7F: 3 clusters Score -1.000708e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -10009037.000000 Penalty: 5405.837891
	Iteration 8F: 3 clusters Score -1.000904e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -10010543.000000 Penalty: 5405.837891
	Iteration 9F: 3 clusters Score -1.001054e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -10011667.000000 Penalty: 5405.837891
	Iteration 10Q: 3 clusters Score -1.001167e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -10012448.000000 Penalty: 5405.837891
	Iteration 11Q: 3 clusters Score -1.001245e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -10012839.000000 Penalty: 5405.837891
	Iteration 12Q: 3 clusters Score -1.001284e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -10013022.000000 Penalty: 5405.837891
	Iteration 13Q: 3 clusters Score -1.001302e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -10013152.000000 Penalty: 5405.837891
	Iteration 14Q: 3 clusters Score -1.001315e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -10013287.000000 Penalty: 5405.837891
	Iteration 15Q: 3 clusters Score -1.001329e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -10013407.000000 Penalty: 5405.837891
	Iteration 16Q: 3 clusters Score -1.001341e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -10013479.000000 Penalty: 5405.837891
	Iteration 17Q: 3 clusters Score -1.001348e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -10013503.000000 Penalty: 5405.837891
	Iteration 18Q: 3 clusters Score -1.00135e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -10013571.000000 Penalty: 5405.837891
	Iteration 19Q: 3 clusters Score -1.001357e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -10013618.000000 Penalty: 5405.837891
	Iteration 20F: 3 clusters Score -1.001362e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -10013676.000000 Penalty: 5405.837891
	Iteration 21Q: 3 clusters Score -1.001368e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -10013689.000000 Penalty: 5405.837891
	Iteration 22Q: 3 clusters Score -1.001369e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -10013717.000000 Penalty: 5405.837891
	Iteration 23Q: 3 clusters Score -1.001372e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -10013743.000000 Penalty: 5405.837891
	Iteration 24Q: 3 clusters Score -1.001374e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -10013814.000000 Penalty: 5405.837891
	Iteration 25Q: 3 clusters Score -1.001381e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -10013868.000000 Penalty: 5405.837891
	Iteration 26Q: 3 clusters Score -1.001387e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -10013904.000000 Penalty: 5405.837891
	Iteration 27Q: 3 clusters Score -1.00139e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -10013895.000000 Penalty: 5405.837891
	Iteration 28Q: 3 clusters Score -1.00139e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -10013895.000000 Penalty: 5405.837891
	Iteration 29Q: 3 clusters Score -1.00139e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -10013944.000000 Penalty: 5405.837891
	Iteration 30Q: 3 clusters Score -1.001394e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -10013963.000000 Penalty: 5405.837891
	Iteration 31Q: 3 clusters Score -1.001396e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -10013977.000000 Penalty: 5405.837891
	Iteration 32Q: 3 clusters Score -1.001398e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -10014005.000000 Penalty: 5405.837891
	Iteration 33Q: 3 clusters Score -1.0014e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -10014008.000000 Penalty: 5405.837891
	Iteration 34Q: 3 clusters Score -1.001401e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -10014025.000000 Penalty: 5405.837891
	Iteration 35Q: 3 clusters Score -1.001402e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -10014009.000000 Penalty: 5405.837891
	Iteration 36Q: 3 clusters Score -1.001401e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -10014034.000000 Penalty: 5405.837891
	Iteration 37Q: 3 clusters Score -1.001403e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -10014086.000000 Penalty: 5405.837891
	Iteration 38Q: 3 clusters Score -1.001409e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -10014112.000000 Penalty: 5405.837891
	Iteration 39Q: 3 clusters Score -1.001411e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -10014121.000000 Penalty: 5405.837891
	Iteration 40F: 3 clusters Score -1.001412e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -10014171.000000 Penalty: 5405.837891
	Iteration 41Q: 3 clusters Score -1.001417e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -10014236.000000 Penalty: 5405.837891
	Iteration 42Q: 3 clusters Score -1.001424e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -10014273.000000 Penalty: 5405.837891
	Iteration 43Q: 3 clusters Score -1.001427e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -10014307.000000 Penalty: 5405.837891
	Iteration 44Q: 3 clusters Score -1.001431e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -10014368.000000 Penalty: 5405.837891
	Iteration 45Q: 3 clusters Score -1.001437e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -10014417.000000 Penalty: 5405.837891
	Iteration 46Q: 3 clusters Score -1.001442e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -10014456.000000 Penalty: 5405.837891
	Iteration 47Q: 3 clusters Score -1.001446e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -10014484.000000 Penalty: 5405.837891
	Iteration 48Q: 3 clusters Score -1.001448e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -10014500.000000 Penalty: 5405.837891
	Iteration 49Q: 3 clusters Score -1.00145e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -10014522.000000 Penalty: 5405.837891
	Iteration 50Q: 3 clusters Score -1.001452e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -10014509.000000 Penalty: 5405.837891
	Iteration 51Q: 3 clusters Score -1.001451e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -10014523.000000 Penalty: 5405.837891
	Iteration 52Q: 3 clusters Score -1.001452e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -10014508.000000 Penalty: 5405.837891
	Iteration 53Q: 3 clusters Score -1.001451e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -10014518.000000 Penalty: 5405.837891
	Iteration 54Q: 3 clusters Score -1.001452e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -10014567.000000 Penalty: 5405.837891
	Iteration 55Q: 3 clusters Score -1.001457e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -10014570.000000 Penalty: 5405.837891
	Iteration 56Q: 3 clusters Score -1.001457e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -10014578.000000 Penalty: 5405.837891
	Iteration 57Q: 3 clusters Score -1.001458e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -10014578.000000 Penalty: 5405.837891
	Iteration 58Q: 3 clusters Score -1.001458e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -10014598.000000 Penalty: 5405.837891
	Iteration 59Q: 3 clusters Score -1.00146e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -10014615.000000 Penalty: 5405.837891
	Iteration 60F: 3 clusters Score -1.001462e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -10014617.000000 Penalty: 5405.837891
	Iteration 61Q: 3 clusters Score -1.001462e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -10014625.000000 Penalty: 5405.837891
	Iteration 62Q: 3 clusters Score -1.001462e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -10014651.000000 Penalty: 5405.837891
	Iteration 63Q: 3 clusters Score -1.001465e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -10014633.000000 Penalty: 5405.837891
	Iteration 64Q: 3 clusters Score -1.001463e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -10014626.000000 Penalty: 5405.837891
	Iteration 65Q: 3 clusters Score -1.001463e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -10014626.000000 Penalty: 5405.837891
	Iteration 66Q: 3 clusters Score -1.001463e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -10014632.000000 Penalty: 5405.837891
	Iteration 67Q: 3 clusters Score -1.001463e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -10014663.000000 Penalty: 5405.837891
	Iteration 68Q: 3 clusters Score -1.001466e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -10014663.000000 Penalty: 5405.837891
	Iteration 69Q: 3 clusters Score -1.001466e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -10014662.000000 Penalty: 5405.837891
	Iteration 70Q: 3 clusters Score -1.001466e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -10014659.000000 Penalty: 5405.837891
	Iteration 71Q: 3 clusters Score -1.001466e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -10014645.000000 Penalty: 5405.837891
	Iteration 72Q: 3 clusters Score -1.001464e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -10014628.000000 Penalty: 5405.837891
	Iteration 73Q: 3 clusters Score -1.001463e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -10014622.000000 Penalty: 5405.837891
	Iteration 74Q: 3 clusters Score -1.001462e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -10014617.000000 Penalty: 5405.837891
	Iteration 75Q: 3 clusters Score -1.001462e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -10014614.000000 Penalty: 5405.837891
	Iteration 76Q: 3 clusters Score -1.001461e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -10014601.000000 Penalty: 5405.837891
	Iteration 77Q: 3 clusters Score -1.00146e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -10014621.000000 Penalty: 5405.837891
	Iteration 78Q: 3 clusters Score -1.001462e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -10014638.000000 Penalty: 5405.837891
	Iteration 79Q: 3 clusters Score -1.001464e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -10014615.000000 Penalty: 5405.837891
	Iteration 80F: 3 clusters Score -1.001462e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -10014602.000000 Penalty: 5405.837891
	Iteration 81Q: 3 clusters Score -1.00146e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -10014614.000000 Penalty: 5405.837891
	Iteration 82Q: 3 clusters Score -1.001461e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -10014631.000000 Penalty: 5405.837891
	Iteration 83Q: 3 clusters Score -1.001463e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -10014620.000000 Penalty: 5405.837891
	Iteration 84Q: 3 clusters Score -1.001462e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -10014626.000000 Penalty: 5405.837891
	Iteration 85Q: 3 clusters Score -1.001463e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -10014627.000000 Penalty: 5405.837891
	Iteration 86Q: 3 clusters Score -1.001463e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -10014623.000000 Penalty: 5405.837891
	Iteration 87Q: 3 clusters Score -1.001462e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -10014642.000000 Penalty: 5405.837891
	Iteration 88Q: 3 clusters Score -1.001464e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -10014635.000000 Penalty: 5405.837891
	Iteration 89Q: 3 clusters Score -1.001464e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -10014631.000000 Penalty: 5405.837891
	Iteration 90Q: 3 clusters Score -1.001463e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -10014607.000000 Penalty: 5405.837891
	Iteration 91Q: 3 clusters Score -1.001461e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -10014612.000000 Penalty: 5405.837891
	Iteration 92Q: 3 clusters Score -1.001461e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -10014608.000000 Penalty: 5405.837891
	Iteration 93Q: 3 clusters Score -1.001461e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -10014624.000000 Penalty: 5405.837891
	Iteration 94Q: 3 clusters Score -1.001462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -10014628.000000 Penalty: 5405.837891
	Iteration 95Q: 3 clusters Score -1.001463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -10014625.000000 Penalty: 5405.837891
	Iteration 96Q: 3 clusters Score -1.001462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46798 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -10014620.000000 Penalty: 5405.837891
	Iteration 97Q: 3 clusters Score -1.001462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -10014622.000000 Penalty: 5405.837891
	Iteration 98Q: 3 clusters Score -1.001462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -10014608.000000 Penalty: 5405.837891
	Iteration 99Q: 3 clusters Score -1.001461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -10014618.000000 Penalty: 5405.837891
	Iteration 100F: 3 clusters Score -1.001462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -10014625.000000 Penalty: 5405.837891
	Iteration 101Q: 3 clusters Score -1.001462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -10014641.000000 Penalty: 5405.837891
	Iteration 102Q: 3 clusters Score -1.001464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -10014643.000000 Penalty: 5405.837891
	Iteration 103Q: 3 clusters Score -1.001464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -10014636.000000 Penalty: 5405.837891
	Iteration 104Q: 3 clusters Score -1.001464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -10014642.000000 Penalty: 5405.837891
	Iteration 105Q: 3 clusters Score -1.001464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -10014636.000000 Penalty: 5405.837891
	Iteration 106Q: 3 clusters Score -1.001464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -10014630.000000 Penalty: 5405.837891
	Iteration 107Q: 3 clusters Score -1.001463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -10014640.000000 Penalty: 5405.837891
	Iteration 108Q: 3 clusters Score -1.001464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -10014650.000000 Penalty: 5405.837891
	Iteration 109Q: 3 clusters Score -1.001465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -10014641.000000 Penalty: 5405.837891
	Iteration 110Q: 3 clusters Score -1.001464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -10014644.000000 Penalty: 5405.837891
	Iteration 111Q: 3 clusters Score -1.001464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -10014646.000000 Penalty: 5405.837891
	Iteration 112Q: 3 clusters Score -1.001465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -10014645.000000 Penalty: 5405.837891
	Iteration 113Q: 3 clusters Score -1.001464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -10014647.000000 Penalty: 5405.837891
	Iteration 114Q: 3 clusters Score -1.001465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -10014644.000000 Penalty: 5405.837891
	Iteration 115Q: 3 clusters Score -1.001464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -10014641.000000 Penalty: 5405.837891
	Iteration 116Q: 3 clusters Score -1.001464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -10014639.000000 Penalty: 5405.837891
	Iteration 117Q: 3 clusters Score -1.001464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -10014639.000000 Penalty: 5405.837891
	Iteration 118F: 3 clusters Score -1.001464e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Entering Unmasked Estep 
Score: -8480158.000000 Penalty: 2662.329590
	Iteration 0F: 2 clusters Score -8480158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -8450484.000000 Penalty: 5324.659180
	Iteration 0F: 3 clusters Score -8450484 nChanged 21054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -8461799.000000 Penalty: 5324.659180
	Iteration 1F: 3 clusters Score -8461799 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -8462284.000000 Penalty: 5324.659180
	Iteration 2Q: 3 clusters Score -8462284 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -8462725.000000 Penalty: 5324.659180
	Iteration 3Q: 3 clusters Score -8462725 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -8463236.000000 Penalty: 5324.659180
	Iteration 4Q: 3 clusters Score -8463236 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -8464003.000000 Penalty: 5324.659180
	Iteration 5Q: 3 clusters Score -8464003 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -8465153.000000 Penalty: 5324.659180
	Iteration 6Q: 3 clusters Score -8465153 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -8466970.000000 Penalty: 5324.659180
	Iteration 7F: 3 clusters Score -8466970 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -8469734.000000 Penalty: 5324.659180
	Iteration 8F: 3 clusters Score -8469734 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -8472902.000000 Penalty: 5324.659180
	Iteration 9F: 3 clusters Score -8472902 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -8475712.000000 Penalty: 5324.659180
	Iteration 10F: 3 clusters Score -8475712 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
Score: -8477540.000000 Penalty: 5324.659180
	Iteration 11Q: 3 clusters Score -8477540 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -8478485.000000 Penalty: 5324.659180
	Iteration 12Q: 3 clusters Score -8478485 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -8478864.000000 Penalty: 5324.659180
	Iteration 13Q: 3 clusters Score -8478864 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -8479097.000000 Penalty: 5324.659180
	Iteration 14Q: 3 clusters Score -8479097 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -8479247.000000 Penalty: 5324.659180
	Iteration 15Q: 3 clusters Score -8479247 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -8479290.000000 Penalty: 5324.659180
	Iteration 16Q: 3 clusters Score -8479290 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -8479360.000000 Penalty: 5324.659180
	Iteration 17Q: 3 clusters Score -8479360 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -8479431.000000 Penalty: 5324.659180
	Iteration 18Q: 3 clusters Score -8479431 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -8479429.000000 Penalty: 5324.659180
	Iteration 19Q: 3 clusters Score -8479429 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -8479467.000000 Penalty: 5324.659180
	Iteration 20F: 3 clusters Score -8479467 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -8479459.000000 Penalty: 5324.659180
	Iteration 21Q: 3 clusters Score -8479459 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -8479470.000000 Penalty: 5324.659180
	Iteration 22Q: 3 clusters Score -8479470 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -8479467.000000 Penalty: 5324.659180
	Iteration 23Q: 3 clusters Score -8479467 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -8479466.000000 Penalty: 5324.659180
	Iteration 24Q: 3 clusters Score -8479466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -8479462.000000 Penalty: 5324.659180
	Iteration 25Q: 3 clusters Score -8479462 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -8479476.000000 Penalty: 5324.659180
	Iteration 26Q: 3 clusters Score -8479476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -8479470.000000 Penalty: 5324.659180
	Iteration 27Q: 3 clusters Score -8479470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -8479467.000000 Penalty: 5324.659180
	Iteration 28Q: 3 clusters Score -8479467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -8479459.000000 Penalty: 5324.659180
	Iteration 29Q: 3 clusters Score -8479459 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -8479457.000000 Penalty: 5324.659180
	Iteration 30Q: 3 clusters Score -8479457 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -8479452.000000 Penalty: 5324.659180
	Iteration 31Q: 3 clusters Score -8479452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -8479449.000000 Penalty: 5324.659180
	Iteration 32Q: 3 clusters Score -8479449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -8479431.000000 Penalty: 5324.659180
	Iteration 33Q: 3 clusters Score -8479431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -8479431.000000 Penalty: 5324.659180
	Iteration 34Q: 3 clusters Score -8479431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -8479417.000000 Penalty: 5324.659180
	Iteration 35Q: 3 clusters Score -8479417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -8479409.000000 Penalty: 5324.659180
	Iteration 36Q: 3 clusters Score -8479409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -8479389.000000 Penalty: 5324.659180
	Iteration 37Q: 3 clusters Score -8479389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -8479382.000000 Penalty: 5324.659180
	Iteration 38Q: 3 clusters Score -8479382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -8479387.000000 Penalty: 5324.659180
	Iteration 39Q: 3 clusters Score -8479387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8479398.000000 Penalty: 5324.659180
	Iteration 40F: 3 clusters Score -8479398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -8479397.000000 Penalty: 5324.659180
	Iteration 41Q: 3 clusters Score -8479397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -8479394.000000 Penalty: 5324.659180
	Iteration 42Q: 3 clusters Score -8479394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -8479404.000000 Penalty: 5324.659180
	Iteration 43Q: 3 clusters Score -8479404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -8479397.000000 Penalty: 5324.659180
	Iteration 44Q: 3 clusters Score -8479397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -8479386.000000 Penalty: 5324.659180
	Iteration 45Q: 3 clusters Score -8479386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -8479396.000000 Penalty: 5324.659180
	Iteration 46Q: 3 clusters Score -8479396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -8479401.000000 Penalty: 5324.659180
	Iteration 47Q: 3 clusters Score -8479401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8479397.000000 Penalty: 5324.659180
	Iteration 48Q: 3 clusters Score -8479397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -8479397.000000 Penalty: 5324.659180
	Iteration 49Q: 3 clusters Score -8479397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -8479392.000000 Penalty: 5324.659180
	Iteration 50Q: 3 clusters Score -8479392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -8479385.000000 Penalty: 5324.659180
	Iteration 51Q: 3 clusters Score -8479385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -8479377.000000 Penalty: 5324.659180
	Iteration 52Q: 3 clusters Score -8479377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -8479380.000000 Penalty: 5324.659180
	Iteration 53Q: 3 clusters Score -8479380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -8479372.000000 Penalty: 5324.659180
	Iteration 54Q: 3 clusters Score -8479372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8479369.000000 Penalty: 5324.659180
	Iteration 55Q: 3 clusters Score -8479369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -8479362.000000 Penalty: 5324.659180
	Iteration 56Q: 3 clusters Score -8479362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -8479363.000000 Penalty: 5324.659180
	Iteration 57Q: 3 clusters Score -8479363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -8479366.000000 Penalty: 5324.659180
	Iteration 58Q: 3 clusters Score -8479366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -8479356.000000 Penalty: 5324.659180
	Iteration 59Q: 3 clusters Score -8479356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -8479354.000000 Penalty: 5324.659180
	Iteration 60F: 3 clusters Score -8479354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -8479356.000000 Penalty: 5324.659180
	Iteration 61Q: 3 clusters Score -8479356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -8479336.000000 Penalty: 5324.659180
	Iteration 62Q: 3 clusters Score -8479336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -8479334.000000 Penalty: 5324.659180
	Iteration 63Q: 3 clusters Score -8479334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -8479342.000000 Penalty: 5324.659180
	Iteration 64Q: 3 clusters Score -8479342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -8479344.000000 Penalty: 5324.659180
	Iteration 65Q: 3 clusters Score -8479344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -8479333.000000 Penalty: 5324.659180
	Iteration 66Q: 3 clusters Score -8479333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -8479338.000000 Penalty: 5324.659180
	Iteration 67Q: 3 clusters Score -8479338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -8479337.000000 Penalty: 5324.659180
	Iteration 68Q: 3 clusters Score -8479337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -8479341.000000 Penalty: 5324.659180
	Iteration 69Q: 3 clusters Score -8479341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -8479343.000000 Penalty: 5324.659180
	Iteration 70Q: 3 clusters Score -8479343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -8479340.000000 Penalty: 5324.659180
	Iteration 71Q: 3 clusters Score -8479340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -8479338.000000 Penalty: 5324.659180
	Iteration 72Q: 3 clusters Score -8479338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -8479333.000000 Penalty: 5324.659180
	Iteration 73Q: 3 clusters Score -8479333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -8479333.000000 Penalty: 5324.659180
	Iteration 74Q: 3 clusters Score -8479333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -8479343.000000 Penalty: 5324.659180
	Iteration 75Q: 3 clusters Score -8479343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8479330.000000 Penalty: 5324.659180
	Iteration 76Q: 3 clusters Score -8479330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -8479346.000000 Penalty: 5324.659180
	Iteration 77Q: 3 clusters Score -8479346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -8479326.000000 Penalty: 5324.659180
	Iteration 78Q: 3 clusters Score -8479326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -8479317.000000 Penalty: 5324.659180
	Iteration 79Q: 3 clusters Score -8479317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8479318.000000 Penalty: 5324.659180
	Iteration 80F: 3 clusters Score -8479318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -8479323.000000 Penalty: 5324.659180
	Iteration 81Q: 3 clusters Score -8479323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8479323.000000 Penalty: 5324.659180
	Iteration 82Q: 3 clusters Score -8479323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -8479318.000000 Penalty: 5324.659180
	Iteration 83Q: 3 clusters Score -8479318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -8479318.000000 Penalty: 5324.659180
	Iteration 84Q: 3 clusters Score -8479318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8479314.000000 Penalty: 5324.659180
	Iteration 85Q: 3 clusters Score -8479314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8479314.000000 Penalty: 5324.659180
	Iteration 86F: 3 clusters Score -8479314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -169952.125000 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -169952.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -168032.265625 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -168032.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -168660.578125 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -168660.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -168959.140625 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -168959.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -169203.828125 Penalty: 3469.445801
	Iteration 3F: 3 clusters Score -169203.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -169335.187500 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -169335.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -169437.625000 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -169437.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -169527.953125 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -169528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -169570.312500 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -169570.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -169599.281250 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -169599.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -169633.312500 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -169633.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -169655.781250 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -169655.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -169671.015625 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -169671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -169677.625000 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -169677.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -169694.093750 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -169694.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -169704.703125 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -169704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -169708.687500 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -169708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -169712.859375 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -169712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -169715.703125 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -169715.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -169715.703125 Penalty: 3469.445801
	Iteration 18F: 3 clusters Score -169715.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (53311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Entering Unmasked Estep 
Score: -9863381.000000 Penalty: 2699.206543
	Iteration 0F: 2 clusters Score -9863381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -9834691.000000 Penalty: 5398.413086
	Iteration 0F: 3 clusters Score -9834691 nChanged 24600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -9848315.000000 Penalty: 5398.413086
	Iteration 1F: 3 clusters Score -9848315 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -9849116.000000 Penalty: 5398.413086
	Iteration 2Q: 3 clusters Score -9849116 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -9850329.000000 Penalty: 5398.413086
	Iteration 3F: 3 clusters Score -9850329 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -9852300.000000 Penalty: 5398.413086
	Iteration 4F: 3 clusters Score -9852300 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -9854927.000000 Penalty: 5398.413086
	Iteration 5F: 3 clusters Score -9854927 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -9858298.000000 Penalty: 5398.413086
	Iteration 6F: 3 clusters Score -9858298 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -9861791.000000 Penalty: 5398.413086
	Iteration 7F: 3 clusters Score -9861791 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -9864514.000000 Penalty: 5398.413086
	Iteration 8F: 3 clusters Score -9864514 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -9865305.000000 Penalty: 5398.413086
	Iteration 9Q: 3 clusters Score -9865305 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -9865495.000000 Penalty: 5398.413086
	Iteration 10Q: 3 clusters Score -9865495 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -9865477.000000 Penalty: 5398.413086
	Iteration 11Q: 3 clusters Score -9865477 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -9865296.000000 Penalty: 5398.413086
	Iteration 12Q: 3 clusters Score -9865296 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -9865118.000000 Penalty: 5398.413086
	Iteration 13Q: 3 clusters Score -9865118 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -9864793.000000 Penalty: 5398.413086
	Iteration 14Q: 3 clusters Score -9864793 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -9864363.000000 Penalty: 5398.413086
	Iteration 15Q: 3 clusters Score -9864363 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -9863936.000000 Penalty: 5398.413086
	Iteration 16Q: 3 clusters Score -9863936 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -9863543.000000 Penalty: 5398.413086
	Iteration 17Q: 3 clusters Score -9863543 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -9863099.000000 Penalty: 5398.413086
	Iteration 18Q: 3 clusters Score -9863099 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -9862759.000000 Penalty: 5398.413086
	Iteration 19Q: 3 clusters Score -9862759 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -9862535.000000 Penalty: 5398.413086
	Iteration 20F: 3 clusters Score -9862535 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -9862420.000000 Penalty: 5398.413086
	Iteration 21Q: 3 clusters Score -9862420 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -9862257.000000 Penalty: 5398.413086
	Iteration 22Q: 3 clusters Score -9862257 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 51749 members 
Entering Unmasked Estep 
Score: -9862148.000000 Penalty: 5398.413086
	Iteration 23Q: 3 clusters Score -9862148 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -9862109.000000 Penalty: 5398.413086
	Iteration 24Q: 3 clusters Score -9862109 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 52014 members 
Entering Unmasked Estep 
Score: -9862076.000000 Penalty: 5398.413086
	Iteration 25Q: 3 clusters Score -9862076 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -9862021.000000 Penalty: 5398.413086
	Iteration 26Q: 3 clusters Score -9862021 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -9861981.000000 Penalty: 5398.413086
	Iteration 27Q: 3 clusters Score -9861981 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 52261 members 
Entering Unmasked Estep 
Score: -9861964.000000 Penalty: 5398.413086
	Iteration 28Q: 3 clusters Score -9861964 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -9861920.000000 Penalty: 5398.413086
	Iteration 29Q: 3 clusters Score -9861920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -9861895.000000 Penalty: 5398.413086
	Iteration 30Q: 3 clusters Score -9861895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -9861888.000000 Penalty: 5398.413086
	Iteration 31Q: 3 clusters Score -9861888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 52400 members 
Entering Unmasked Estep 
Score: -9861877.000000 Penalty: 5398.413086
	Iteration 32Q: 3 clusters Score -9861877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -9861861.000000 Penalty: 5398.413086
	Iteration 33Q: 3 clusters Score -9861861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -9861851.000000 Penalty: 5398.413086
	Iteration 34Q: 3 clusters Score -9861851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -9861839.000000 Penalty: 5398.413086
	Iteration 35Q: 3 clusters Score -9861839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -9861815.000000 Penalty: 5398.413086
	Iteration 36Q: 3 clusters Score -9861815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -9861797.000000 Penalty: 5398.413086
	Iteration 37Q: 3 clusters Score -9861797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 52509 members 
Entering Unmasked Estep 
Score: -9861794.000000 Penalty: 5398.413086
	Iteration 38Q: 3 clusters Score -9861794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -9861793.000000 Penalty: 5398.413086
	Iteration 39Q: 3 clusters Score -9861793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -9861789.000000 Penalty: 5398.413086
	Iteration 40F: 3 clusters Score -9861789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -9861775.000000 Penalty: 5398.413086
	Iteration 41Q: 3 clusters Score -9861775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -9861780.000000 Penalty: 5398.413086
	Iteration 42Q: 3 clusters Score -9861780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -9861786.000000 Penalty: 5398.413086
	Iteration 43Q: 3 clusters Score -9861786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -9861797.000000 Penalty: 5398.413086
	Iteration 44Q: 3 clusters Score -9861797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -9861789.000000 Penalty: 5398.413086
	Iteration 45Q: 3 clusters Score -9861789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -9861775.000000 Penalty: 5398.413086
	Iteration 46Q: 3 clusters Score -9861775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -9861794.000000 Penalty: 5398.413086
	Iteration 47Q: 3 clusters Score -9861794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -9861779.000000 Penalty: 5398.413086
	Iteration 48Q: 3 clusters Score -9861779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -9861773.000000 Penalty: 5398.413086
	Iteration 49Q: 3 clusters Score -9861773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 52600 members 
Entering Unmasked Estep 
Score: -9861771.000000 Penalty: 5398.413086
	Iteration 50Q: 3 clusters Score -9861771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 52608 members 
Entering Unmasked Estep 
Score: -9861769.000000 Penalty: 5398.413086
	Iteration 51Q: 3 clusters Score -9861769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 52615 members 
Entering Unmasked Estep 
Score: -9861770.000000 Penalty: 5398.413086
	Iteration 52Q: 3 clusters Score -9861770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -9861762.000000 Penalty: 5398.413086
	Iteration 53Q: 3 clusters Score -9861762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -9861752.000000 Penalty: 5398.413086
	Iteration 54Q: 3 clusters Score -9861752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -9861758.000000 Penalty: 5398.413086
	Iteration 55Q: 3 clusters Score -9861758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -9861754.000000 Penalty: 5398.413086
	Iteration 56Q: 3 clusters Score -9861754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 52648 members 
Entering Unmasked Estep 
Score: -9861746.000000 Penalty: 5398.413086
	Iteration 57Q: 3 clusters Score -9861746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -9861753.000000 Penalty: 5398.413086
	Iteration 58Q: 3 clusters Score -9861753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -9861745.000000 Penalty: 5398.413086
	Iteration 59Q: 3 clusters Score -9861745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -9861753.000000 Penalty: 5398.413086
	Iteration 60F: 3 clusters Score -9861753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 52668 members 
Entering Unmasked Estep 
Score: -9861745.000000 Penalty: 5398.413086
	Iteration 61Q: 3 clusters Score -9861745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -9861740.000000 Penalty: 5398.413086
	Iteration 62Q: 3 clusters Score -9861740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 52677 members 
Entering Unmasked Estep 
Score: -9861743.000000 Penalty: 5398.413086
	Iteration 63Q: 3 clusters Score -9861743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -9861739.000000 Penalty: 5398.413086
	Iteration 64Q: 3 clusters Score -9861739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 52688 members 
Entering Unmasked Estep 
Score: -9861740.000000 Penalty: 5398.413086
	Iteration 65Q: 3 clusters Score -9861740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -9861730.000000 Penalty: 5398.413086
	Iteration 66Q: 3 clusters Score -9861730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -9861723.000000 Penalty: 5398.413086
	Iteration 67Q: 3 clusters Score -9861723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -9861724.000000 Penalty: 5398.413086
	Iteration 68Q: 3 clusters Score -9861724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 52707 members 
Entering Unmasked Estep 
Score: -9861720.000000 Penalty: 5398.413086
	Iteration 69Q: 3 clusters Score -9861720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -9861719.000000 Penalty: 5398.413086
	Iteration 70Q: 3 clusters Score -9861719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -9861720.000000 Penalty: 5398.413086
	Iteration 71Q: 3 clusters Score -9861720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -9861727.000000 Penalty: 5398.413086
	Iteration 72Q: 3 clusters Score -9861727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 52720 members 
Entering Unmasked Estep 
Score: -9861730.000000 Penalty: 5398.413086
	Iteration 73Q: 3 clusters Score -9861730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -9861730.000000 Penalty: 5398.413086
	Iteration 74Q: 3 clusters Score -9861730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -9861730.000000 Penalty: 5398.413086
	Iteration 75F: 3 clusters Score -9861730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -401013.375000 Penalty: 1924.807129
	Iteration 0F: 2 clusters Score -401013.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -398214.812500 Penalty: 3849.614258
	Iteration 0F: 3 clusters Score -398214.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -398869.468750 Penalty: 3849.614258
	Iteration 1F: 3 clusters Score -398869.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -399081.031250 Penalty: 3849.614258
	Iteration 2F: 3 clusters Score -399081 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -399225.250000 Penalty: 3849.614258
	Iteration 3F: 3 clusters Score -399225.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -399308.343750 Penalty: 3849.614258
	Iteration 4Q: 3 clusters Score -399308.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -399384.781250 Penalty: 3849.614258
	Iteration 5Q: 3 clusters Score -399384.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -399440.031250 Penalty: 3849.614258
	Iteration 6Q: 3 clusters Score -399440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -399482.687500 Penalty: 3849.614258
	Iteration 7Q: 3 clusters Score -399482.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -399556.906250 Penalty: 3849.614258
	Iteration 8Q: 3 clusters Score -399556.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -399629.468750 Penalty: 3849.614258
	Iteration 9Q: 3 clusters Score -399629.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -399725.500000 Penalty: 3849.614258
	Iteration 10Q: 3 clusters Score -399725.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -399809.812500 Penalty: 3849.614258
	Iteration 11Q: 3 clusters Score -399809.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -399895.187500 Penalty: 3849.614258
	Iteration 12Q: 3 clusters Score -399895.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -400026.437500 Penalty: 3849.614258
	Iteration 13Q: 3 clusters Score -400026.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -400094.250000 Penalty: 3849.614258
	Iteration 14Q: 3 clusters Score -400094.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -400141.562500 Penalty: 3849.614258
	Iteration 15Q: 3 clusters Score -400141.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -400173.031250 Penalty: 3849.614258
	Iteration 16Q: 3 clusters Score -400173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -400206.187500 Penalty: 3849.614258
	Iteration 17Q: 3 clusters Score -400206.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -400243.468750 Penalty: 3849.614258
	Iteration 18Q: 3 clusters Score -400243.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -400277.406250 Penalty: 3849.614258
	Iteration 19Q: 3 clusters Score -400277.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -400297.031250 Penalty: 3849.614258
	Iteration 20F: 3 clusters Score -400297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -400311.562500 Penalty: 3849.614258
	Iteration 21Q: 3 clusters Score -400311.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -400325.593750 Penalty: 3849.614258
	Iteration 22Q: 3 clusters Score -400325.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -400333.906250 Penalty: 3849.614258
	Iteration 23Q: 3 clusters Score -400333.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -400341.218750 Penalty: 3849.614258
	Iteration 24Q: 3 clusters Score -400341.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -400345.812500 Penalty: 3849.614258
	Iteration 25Q: 3 clusters Score -400345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -400348.593750 Penalty: 3849.614258
	Iteration 26Q: 3 clusters Score -400348.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -400348.937500 Penalty: 3849.614258
	Iteration 27Q: 3 clusters Score -400348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -400350.375000 Penalty: 3849.614258
	Iteration 28Q: 3 clusters Score -400350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -400350.281250 Penalty: 3849.614258
	Iteration 29Q: 3 clusters Score -400350.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -400351.468750 Penalty: 3849.614258
	Iteration 30Q: 3 clusters Score -400351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -400351.468750 Penalty: 3849.614258
	Iteration 31F: 3 clusters Score -400351.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -54297.519531 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -54297.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -53115.261719 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -53115.26 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -53371.867188 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -53371.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53447.273438 Penalty: 2865.715576
	Iteration 2F: 3 clusters Score -53447.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -53465.390625 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -53465.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53478.832031 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -53478.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -53487.683594 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -53487.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -53496.453125 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -53496.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -53508.351562 Penalty: 2865.715576
	Iteration 7Q: 3 clusters Score -53508.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -53531.226562 Penalty: 2865.715576
	Iteration 8Q: 3 clusters Score -53531.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -53546.539062 Penalty: 2865.715576
	Iteration 9Q: 3 clusters Score -53546.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53549.898438 Penalty: 2865.715576
	Iteration 10Q: 3 clusters Score -53549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53549.898438 Penalty: 2865.715576
	Iteration 11F: 3 clusters Score -53549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Entering Unmasked Estep 
Score: -8710975.000000 Penalty: 2668.250000
	Iteration 0F: 2 clusters Score -8710975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -8681428.000000 Penalty: 5336.500000
	Iteration 0F: 3 clusters Score -8681428 nChanged 21527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -8693244.000000 Penalty: 5336.500000
	Iteration 1F: 3 clusters Score -8693244 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -8693727.000000 Penalty: 5336.500000
	Iteration 2Q: 3 clusters Score -8693727 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -8694139.000000 Penalty: 5336.500000
	Iteration 3Q: 3 clusters Score -8694139 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -8694498.000000 Penalty: 5336.500000
	Iteration 4Q: 3 clusters Score -8694498 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -8694811.000000 Penalty: 5336.500000
	Iteration 5Q: 3 clusters Score -8694811 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -8695218.000000 Penalty: 5336.500000
	Iteration 6Q: 3 clusters Score -8695218 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -8695675.000000 Penalty: 5336.500000
	Iteration 7Q: 3 clusters Score -8695675 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -8696309.000000 Penalty: 5336.500000
	Iteration 8Q: 3 clusters Score -8696309 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -8697134.000000 Penalty: 5336.500000
	Iteration 9Q: 3 clusters Score -8697134 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -8698263.000000 Penalty: 5336.500000
	Iteration 10Q: 3 clusters Score -8698263 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -8699849.000000 Penalty: 5336.500000
	Iteration 11F: 3 clusters Score -8699849 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -8701588.000000 Penalty: 5336.500000
	Iteration 12F: 3 clusters Score -8701588 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -8703043.000000 Penalty: 5336.500000
	Iteration 13F: 3 clusters Score -8703043 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -8703912.000000 Penalty: 5336.500000
	Iteration 14Q: 3 clusters Score -8703912 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -8704328.000000 Penalty: 5336.500000
	Iteration 15Q: 3 clusters Score -8704328 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -8704512.000000 Penalty: 5336.500000
	Iteration 16Q: 3 clusters Score -8704512 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -8704701.000000 Penalty: 5336.500000
	Iteration 17Q: 3 clusters Score -8704701 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -8704847.000000 Penalty: 5336.500000
	Iteration 18Q: 3 clusters Score -8704847 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -8705011.000000 Penalty: 5336.500000
	Iteration 19Q: 3 clusters Score -8705011 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -8705137.000000 Penalty: 5336.500000
	Iteration 20F: 3 clusters Score -8705137 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -8705246.000000 Penalty: 5336.500000
	Iteration 21Q: 3 clusters Score -8705246 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -8705385.000000 Penalty: 5336.500000
	Iteration 22Q: 3 clusters Score -8705385 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -8705483.000000 Penalty: 5336.500000
	Iteration 23Q: 3 clusters Score -8705483 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -8705639.000000 Penalty: 5336.500000
	Iteration 24Q: 3 clusters Score -8705639 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -8705766.000000 Penalty: 5336.500000
	Iteration 25Q: 3 clusters Score -8705766 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -8705947.000000 Penalty: 5336.500000
	Iteration 26Q: 3 clusters Score -8705947 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -8706135.000000 Penalty: 5336.500000
	Iteration 27Q: 3 clusters Score -8706135 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -8706307.000000 Penalty: 5336.500000
	Iteration 28Q: 3 clusters Score -8706307 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -8706453.000000 Penalty: 5336.500000
	Iteration 29Q: 3 clusters Score -8706453 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -8706651.000000 Penalty: 5336.500000
	Iteration 30Q: 3 clusters Score -8706651 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -8706888.000000 Penalty: 5336.500000
	Iteration 31Q: 3 clusters Score -8706888 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -8707083.000000 Penalty: 5336.500000
	Iteration 32Q: 3 clusters Score -8707083 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -8707252.000000 Penalty: 5336.500000
	Iteration 33Q: 3 clusters Score -8707252 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -8707423.000000 Penalty: 5336.500000
	Iteration 34Q: 3 clusters Score -8707423 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -8707589.000000 Penalty: 5336.500000
	Iteration 35Q: 3 clusters Score -8707589 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -8707763.000000 Penalty: 5336.500000
	Iteration 36Q: 3 clusters Score -8707763 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -8707983.000000 Penalty: 5336.500000
	Iteration 37Q: 3 clusters Score -8707983 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -8708164.000000 Penalty: 5336.500000
	Iteration 38Q: 3 clusters Score -8708164 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -8708294.000000 Penalty: 5336.500000
	Iteration 39Q: 3 clusters Score -8708294 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -8708404.000000 Penalty: 5336.500000
	Iteration 40F: 3 clusters Score -8708404 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -8708476.000000 Penalty: 5336.500000
	Iteration 41Q: 3 clusters Score -8708476 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -8708573.000000 Penalty: 5336.500000
	Iteration 42Q: 3 clusters Score -8708573 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -8708607.000000 Penalty: 5336.500000
	Iteration 43Q: 3 clusters Score -8708607 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -8708639.000000 Penalty: 5336.500000
	Iteration 44Q: 3 clusters Score -8708639 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -8708729.000000 Penalty: 5336.500000
	Iteration 45Q: 3 clusters Score -8708729 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -8708754.000000 Penalty: 5336.500000
	Iteration 46Q: 3 clusters Score -8708754 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -8708785.000000 Penalty: 5336.500000
	Iteration 47Q: 3 clusters Score -8708785 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -8708822.000000 Penalty: 5336.500000
	Iteration 48Q: 3 clusters Score -8708822 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -8708857.000000 Penalty: 5336.500000
	Iteration 49Q: 3 clusters Score -8708857 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -8708859.000000 Penalty: 5336.500000
	Iteration 50Q: 3 clusters Score -8708859 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -8708902.000000 Penalty: 5336.500000
	Iteration 51Q: 3 clusters Score -8708902 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -8708901.000000 Penalty: 5336.500000
	Iteration 52Q: 3 clusters Score -8708901 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -8708915.000000 Penalty: 5336.500000
	Iteration 53Q: 3 clusters Score -8708915 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -8708915.000000 Penalty: 5336.500000
	Iteration 54Q: 3 clusters Score -8708915 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -8708920.000000 Penalty: 5336.500000
	Iteration 55Q: 3 clusters Score -8708920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -8708920.000000 Penalty: 5336.500000
	Iteration 56Q: 3 clusters Score -8708920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -8708918.000000 Penalty: 5336.500000
	Iteration 57Q: 3 clusters Score -8708918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -8708932.000000 Penalty: 5336.500000
	Iteration 58Q: 3 clusters Score -8708932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -8708930.000000 Penalty: 5336.500000
	Iteration 59Q: 3 clusters Score -8708930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -8708937.000000 Penalty: 5336.500000
	Iteration 60F: 3 clusters Score -8708937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -8708959.000000 Penalty: 5336.500000
	Iteration 61Q: 3 clusters Score -8708959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -8708931.000000 Penalty: 5336.500000
	Iteration 62Q: 3 clusters Score -8708931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -8708931.000000 Penalty: 5336.500000
	Iteration 63Q: 3 clusters Score -8708931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -8708938.000000 Penalty: 5336.500000
	Iteration 64Q: 3 clusters Score -8708938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -8708958.000000 Penalty: 5336.500000
	Iteration 65Q: 3 clusters Score -8708958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -8708944.000000 Penalty: 5336.500000
	Iteration 66Q: 3 clusters Score -8708944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -8708957.000000 Penalty: 5336.500000
	Iteration 67Q: 3 clusters Score -8708957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -8708948.000000 Penalty: 5336.500000
	Iteration 68Q: 3 clusters Score -8708948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -8708961.000000 Penalty: 5336.500000
	Iteration 69Q: 3 clusters Score -8708961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -8708974.000000 Penalty: 5336.500000
	Iteration 70Q: 3 clusters Score -8708974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -8708959.000000 Penalty: 5336.500000
	Iteration 71Q: 3 clusters Score -8708959 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8708966.000000 Penalty: 5336.500000
	Iteration 72Q: 3 clusters Score -8708966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -8708965.000000 Penalty: 5336.500000
	Iteration 73Q: 3 clusters Score -8708965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -8708974.000000 Penalty: 5336.500000
	Iteration 74Q: 3 clusters Score -8708974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -8708985.000000 Penalty: 5336.500000
	Iteration 75Q: 3 clusters Score -8708985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -8708997.000000 Penalty: 5336.500000
	Iteration 76Q: 3 clusters Score -8708997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -8708979.000000 Penalty: 5336.500000
	Iteration 77Q: 3 clusters Score -8708979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -8708980.000000 Penalty: 5336.500000
	Iteration 78Q: 3 clusters Score -8708980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -8708972.000000 Penalty: 5336.500000
	Iteration 79Q: 3 clusters Score -8708972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -8708973.000000 Penalty: 5336.500000
	Iteration 80F: 3 clusters Score -8708973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -8708973.000000 Penalty: 5336.500000
	Iteration 81Q: 3 clusters Score -8708973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -8708991.000000 Penalty: 5336.500000
	Iteration 82Q: 3 clusters Score -8708991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -8708991.000000 Penalty: 5336.500000
	Iteration 83Q: 3 clusters Score -8708991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -8708996.000000 Penalty: 5336.500000
	Iteration 84Q: 3 clusters Score -8708996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -8709000.000000 Penalty: 5336.500000
	Iteration 85Q: 3 clusters Score -8709000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -8709005.000000 Penalty: 5336.500000
	Iteration 86Q: 3 clusters Score -8709005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -8709005.000000 Penalty: 5336.500000
	Iteration 87Q: 3 clusters Score -8709005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -8709001.000000 Penalty: 5336.500000
	Iteration 88Q: 3 clusters Score -8709001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -8708998.000000 Penalty: 5336.500000
	Iteration 89Q: 3 clusters Score -8708998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -8709003.000000 Penalty: 5336.500000
	Iteration 90Q: 3 clusters Score -8709003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -8709006.000000 Penalty: 5336.500000
	Iteration 91Q: 3 clusters Score -8709006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -8709012.000000 Penalty: 5336.500000
	Iteration 92Q: 3 clusters Score -8709012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8709020.000000 Penalty: 5336.500000
	Iteration 93Q: 3 clusters Score -8709020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -8709017.000000 Penalty: 5336.500000
	Iteration 94Q: 3 clusters Score -8709017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -8709022.000000 Penalty: 5336.500000
	Iteration 95Q: 3 clusters Score -8709022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -8709024.000000 Penalty: 5336.500000
	Iteration 96Q: 3 clusters Score -8709024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -8709022.000000 Penalty: 5336.500000
	Iteration 97Q: 3 clusters Score -8709022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -8709028.000000 Penalty: 5336.500000
	Iteration 98Q: 3 clusters Score -8709028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -8709031.000000 Penalty: 5336.500000
	Iteration 99Q: 3 clusters Score -8709031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -8709030.000000 Penalty: 5336.500000
	Iteration 100F: 3 clusters Score -8709030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -8709034.000000 Penalty: 5336.500000
	Iteration 101Q: 3 clusters Score -8709034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -8709029.000000 Penalty: 5336.500000
	Iteration 102Q: 3 clusters Score -8709029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -8709031.000000 Penalty: 5336.500000
	Iteration 103Q: 3 clusters Score -8709031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -8709025.000000 Penalty: 5336.500000
	Iteration 104Q: 3 clusters Score -8709025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -8709035.000000 Penalty: 5336.500000
	Iteration 105Q: 3 clusters Score -8709035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -8709027.000000 Penalty: 5336.500000
	Iteration 106Q: 3 clusters Score -8709027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -8709035.000000 Penalty: 5336.500000
	Iteration 107Q: 3 clusters Score -8709035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -8709030.000000 Penalty: 5336.500000
	Iteration 108Q: 3 clusters Score -8709030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -8709031.000000 Penalty: 5336.500000
	Iteration 109Q: 3 clusters Score -8709031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -8709034.000000 Penalty: 5336.500000
	Iteration 110Q: 3 clusters Score -8709034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -8709035.000000 Penalty: 5336.500000
	Iteration 111Q: 3 clusters Score -8709035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -8709035.000000 Penalty: 5336.500000
	Iteration 112F: 3 clusters Score -8709035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Entering Unmasked Estep 
Score: -9093786.000000 Penalty: 2680.476562
	Iteration 0F: 2 clusters Score -9093786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -9062640.000000 Penalty: 5360.953125
	Iteration 0F: 3 clusters Score -9062640 nChanged 22771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -9075485.000000 Penalty: 5360.953125
	Iteration 1F: 3 clusters Score -9075485 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -9076515.000000 Penalty: 5360.953125
	Iteration 2Q: 3 clusters Score -9076515 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -9078296.000000 Penalty: 5360.953125
	Iteration 3F: 3 clusters Score -9078296 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -9081030.000000 Penalty: 5360.953125
	Iteration 4F: 3 clusters Score -9081030 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -9084852.000000 Penalty: 5360.953125
	Iteration 5F: 3 clusters Score -9084852 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -9088639.000000 Penalty: 5360.953125
	Iteration 6F: 3 clusters Score -9088639 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -9091395.000000 Penalty: 5360.953125
	Iteration 7F: 3 clusters Score -9091395 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -9092551.000000 Penalty: 5360.953125
	Iteration 8Q: 3 clusters Score -9092551 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -9093023.000000 Penalty: 5360.953125
	Iteration 9Q: 3 clusters Score -9093023 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -9093180.000000 Penalty: 5360.953125
	Iteration 10Q: 3 clusters Score -9093180 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -9093244.000000 Penalty: 5360.953125
	Iteration 11Q: 3 clusters Score -9093244 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -9093219.000000 Penalty: 5360.953125
	Iteration 12Q: 3 clusters Score -9093219 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -9093258.000000 Penalty: 5360.953125
	Iteration 13Q: 3 clusters Score -9093258 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -9093306.000000 Penalty: 5360.953125
	Iteration 14Q: 3 clusters Score -9093306 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -9093282.000000 Penalty: 5360.953125
	Iteration 15Q: 3 clusters Score -9093282 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -9093263.000000 Penalty: 5360.953125
	Iteration 16Q: 3 clusters Score -9093263 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -9093234.000000 Penalty: 5360.953125
	Iteration 17Q: 3 clusters Score -9093234 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -9093206.000000 Penalty: 5360.953125
	Iteration 18Q: 3 clusters Score -9093206 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 46893 members 
Entering Unmasked Estep 
Score: -9093182.000000 Penalty: 5360.953125
	Iteration 19Q: 3 clusters Score -9093182 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -9093197.000000 Penalty: 5360.953125
	Iteration 20F: 3 clusters Score -9093197 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -9093163.000000 Penalty: 5360.953125
	Iteration 21Q: 3 clusters Score -9093163 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -9093167.000000 Penalty: 5360.953125
	Iteration 22Q: 3 clusters Score -9093167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -9093140.000000 Penalty: 5360.953125
	Iteration 23Q: 3 clusters Score -9093140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -9093112.000000 Penalty: 5360.953125
	Iteration 24Q: 3 clusters Score -9093112 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -9093081.000000 Penalty: 5360.953125
	Iteration 25Q: 3 clusters Score -9093081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -9093078.000000 Penalty: 5360.953125
	Iteration 26Q: 3 clusters Score -9093078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -9093059.000000 Penalty: 5360.953125
	Iteration 27Q: 3 clusters Score -9093059 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -9093048.000000 Penalty: 5360.953125
	Iteration 28Q: 3 clusters Score -9093048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -9093024.000000 Penalty: 5360.953125
	Iteration 29Q: 3 clusters Score -9093024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -9093027.000000 Penalty: 5360.953125
	Iteration 30Q: 3 clusters Score -9093027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -9093021.000000 Penalty: 5360.953125
	Iteration 31Q: 3 clusters Score -9093021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -9093030.000000 Penalty: 5360.953125
	Iteration 32Q: 3 clusters Score -9093030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -9093029.000000 Penalty: 5360.953125
	Iteration 33Q: 3 clusters Score -9093029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -9093019.000000 Penalty: 5360.953125
	Iteration 34Q: 3 clusters Score -9093019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -9093013.000000 Penalty: 5360.953125
	Iteration 35Q: 3 clusters Score -9093013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -9093012.000000 Penalty: 5360.953125
	Iteration 36Q: 3 clusters Score -9093012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -9093018.000000 Penalty: 5360.953125
	Iteration 37Q: 3 clusters Score -9093018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -9093027.000000 Penalty: 5360.953125
	Iteration 38Q: 3 clusters Score -9093027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -9093020.000000 Penalty: 5360.953125
	Iteration 39Q: 3 clusters Score -9093020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -9093012.000000 Penalty: 5360.953125
	Iteration 40F: 3 clusters Score -9093012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -9093006.000000 Penalty: 5360.953125
	Iteration 41Q: 3 clusters Score -9093006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -9093010.000000 Penalty: 5360.953125
	Iteration 42Q: 3 clusters Score -9093010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -9093010.000000 Penalty: 5360.953125
	Iteration 43Q: 3 clusters Score -9093010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -9093013.000000 Penalty: 5360.953125
	Iteration 44Q: 3 clusters Score -9093013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -9093008.000000 Penalty: 5360.953125
	Iteration 45Q: 3 clusters Score -9093008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -9093004.000000 Penalty: 5360.953125
	Iteration 46Q: 3 clusters Score -9093004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -9093008.000000 Penalty: 5360.953125
	Iteration 47Q: 3 clusters Score -9093008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -9093013.000000 Penalty: 5360.953125
	Iteration 48Q: 3 clusters Score -9093013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -9093013.000000 Penalty: 5360.953125
	Iteration 49F: 3 clusters Score -9093013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Entering Unmasked Estep 
Score: -9624876.000000 Penalty: 2693.379639
	Iteration 0F: 2 clusters Score -9624876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -9595973.000000 Penalty: 5386.759277
	Iteration 0F: 3 clusters Score -9595973 nChanged 24052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -9609580.000000 Penalty: 5386.759277
	Iteration 1F: 3 clusters Score -9609580 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -9610568.000000 Penalty: 5386.759277
	Iteration 2Q: 3 clusters Score -9610568 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -9611736.000000 Penalty: 5386.759277
	Iteration 3Q: 3 clusters Score -9611736 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -9613242.000000 Penalty: 5386.759277
	Iteration 4F: 3 clusters Score -9613242 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -9615163.000000 Penalty: 5386.759277
	Iteration 5F: 3 clusters Score -9615163 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -9617461.000000 Penalty: 5386.759277
	Iteration 6F: 3 clusters Score -9617461 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -9620132.000000 Penalty: 5386.759277
	Iteration 7F: 3 clusters Score -9620132 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -9622288.000000 Penalty: 5386.759277
	Iteration 8F: 3 clusters Score -9622288 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -9623579.000000 Penalty: 5386.759277
	Iteration 9Q: 3 clusters Score -9623579 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -9624108.000000 Penalty: 5386.759277
	Iteration 10Q: 3 clusters Score -9624108 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -9624343.000000 Penalty: 5386.759277
	Iteration 11Q: 3 clusters Score -9624343 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -9624491.000000 Penalty: 5386.759277
	Iteration 12Q: 3 clusters Score -9624491 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -9624663.000000 Penalty: 5386.759277
	Iteration 13Q: 3 clusters Score -9624663 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -9624807.000000 Penalty: 5386.759277
	Iteration 14Q: 3 clusters Score -9624807 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -9624913.000000 Penalty: 5386.759277
	Iteration 15Q: 3 clusters Score -9624913 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -9625006.000000 Penalty: 5386.759277
	Iteration 16Q: 3 clusters Score -9625006 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -9625106.000000 Penalty: 5386.759277
	Iteration 17Q: 3 clusters Score -9625106 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -9625189.000000 Penalty: 5386.759277
	Iteration 18Q: 3 clusters Score -9625189 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -9625289.000000 Penalty: 5386.759277
	Iteration 19Q: 3 clusters Score -9625289 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -9625344.000000 Penalty: 5386.759277
	Iteration 20F: 3 clusters Score -9625344 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -9625430.000000 Penalty: 5386.759277
	Iteration 21Q: 3 clusters Score -9625430 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -9625487.000000 Penalty: 5386.759277
	Iteration 22Q: 3 clusters Score -9625487 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -9625558.000000 Penalty: 5386.759277
	Iteration 23Q: 3 clusters Score -9625558 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -9625603.000000 Penalty: 5386.759277
	Iteration 24Q: 3 clusters Score -9625603 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -9625662.000000 Penalty: 5386.759277
	Iteration 25Q: 3 clusters Score -9625662 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -9625717.000000 Penalty: 5386.759277
	Iteration 26Q: 3 clusters Score -9625717 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -9625782.000000 Penalty: 5386.759277
	Iteration 27Q: 3 clusters Score -9625782 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -9625849.000000 Penalty: 5386.759277
	Iteration 28Q: 3 clusters Score -9625849 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -9625950.000000 Penalty: 5386.759277
	Iteration 29Q: 3 clusters Score -9625950 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -9626033.000000 Penalty: 5386.759277
	Iteration 30Q: 3 clusters Score -9626033 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -9626086.000000 Penalty: 5386.759277
	Iteration 31Q: 3 clusters Score -9626086 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -9626113.000000 Penalty: 5386.759277
	Iteration 32Q: 3 clusters Score -9626113 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -9626161.000000 Penalty: 5386.759277
	Iteration 33Q: 3 clusters Score -9626161 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -9626241.000000 Penalty: 5386.759277
	Iteration 34Q: 3 clusters Score -9626241 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -9626303.000000 Penalty: 5386.759277
	Iteration 35Q: 3 clusters Score -9626303 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -9626394.000000 Penalty: 5386.759277
	Iteration 36Q: 3 clusters Score -9626394 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -9626462.000000 Penalty: 5386.759277
	Iteration 37Q: 3 clusters Score -9626462 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -9626563.000000 Penalty: 5386.759277
	Iteration 38Q: 3 clusters Score -9626563 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -9626483.000000 Penalty: 5386.759277
	Iteration 39Q: 3 clusters Score -9626483 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -9626417.000000 Penalty: 5386.759277
	Iteration 40F: 3 clusters Score -9626417 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -9626212.000000 Penalty: 5386.759277
	Iteration 41Q: 3 clusters Score -9626212 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -9625924.000000 Penalty: 5386.759277
	Iteration 42Q: 3 clusters Score -9625924 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -9625608.000000 Penalty: 5386.759277
	Iteration 43Q: 3 clusters Score -9625608 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -9625355.000000 Penalty: 5386.759277
	Iteration 44Q: 3 clusters Score -9625355 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -9625109.000000 Penalty: 5386.759277
	Iteration 45Q: 3 clusters Score -9625109 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -9624932.000000 Penalty: 5386.759277
	Iteration 46Q: 3 clusters Score -9624932 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -9624720.000000 Penalty: 5386.759277
	Iteration 47Q: 3 clusters Score -9624720 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -9624561.000000 Penalty: 5386.759277
	Iteration 48Q: 3 clusters Score -9624561 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -9624421.000000 Penalty: 5386.759277
	Iteration 49Q: 3 clusters Score -9624421 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -9624261.000000 Penalty: 5386.759277
	Iteration 50Q: 3 clusters Score -9624261 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -9624133.000000 Penalty: 5386.759277
	Iteration 51Q: 3 clusters Score -9624133 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -9624044.000000 Penalty: 5386.759277
	Iteration 52Q: 3 clusters Score -9624044 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -9623990.000000 Penalty: 5386.759277
	Iteration 53Q: 3 clusters Score -9623990 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -9623941.000000 Penalty: 5386.759277
	Iteration 54Q: 3 clusters Score -9623941 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -9623868.000000 Penalty: 5386.759277
	Iteration 55Q: 3 clusters Score -9623868 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -9623822.000000 Penalty: 5386.759277
	Iteration 56Q: 3 clusters Score -9623822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -9623776.000000 Penalty: 5386.759277
	Iteration 57Q: 3 clusters Score -9623776 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -9623762.000000 Penalty: 5386.759277
	Iteration 58Q: 3 clusters Score -9623762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -9623742.000000 Penalty: 5386.759277
	Iteration 59Q: 3 clusters Score -9623742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -9623725.000000 Penalty: 5386.759277
	Iteration 60F: 3 clusters Score -9623725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -9623707.000000 Penalty: 5386.759277
	Iteration 61Q: 3 clusters Score -9623707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -9623688.000000 Penalty: 5386.759277
	Iteration 62Q: 3 clusters Score -9623688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -9623652.000000 Penalty: 5386.759277
	Iteration 63Q: 3 clusters Score -9623652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -9623617.000000 Penalty: 5386.759277
	Iteration 64Q: 3 clusters Score -9623617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -9623608.000000 Penalty: 5386.759277
	Iteration 65Q: 3 clusters Score -9623608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -9623612.000000 Penalty: 5386.759277
	Iteration 66Q: 3 clusters Score -9623612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 51225 members 
Entering Unmasked Estep 
Score: -9623594.000000 Penalty: 5386.759277
	Iteration 67Q: 3 clusters Score -9623594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -9623586.000000 Penalty: 5386.759277
	Iteration 68Q: 3 clusters Score -9623586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -9623568.000000 Penalty: 5386.759277
	Iteration 69Q: 3 clusters Score -9623568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 51255 members 
Entering Unmasked Estep 
Score: -9623567.000000 Penalty: 5386.759277
	Iteration 70Q: 3 clusters Score -9623567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -9623560.000000 Penalty: 5386.759277
	Iteration 71Q: 3 clusters Score -9623560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -9623559.000000 Penalty: 5386.759277
	Iteration 72Q: 3 clusters Score -9623559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 51260 members 
Entering Unmasked Estep 
Score: -9623559.000000 Penalty: 5386.759277
	Iteration 73F: 3 clusters Score -9623559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -179924.671875 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -179924.7 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 509 members 
Entering Unmasked Estep 
Score: -177999.687500 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -177999.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -178305.796875 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -178305.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -178429.468750 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -178429.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -178577.281250 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -178577.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -178730.093750 Penalty: 3437.525391
	Iteration 4Q: 3 clusters Score -178730.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -178856.234375 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -178856.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -178937.843750 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -178937.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -178997.890625 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -178997.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -179059.890625 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -179059.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -179087.890625 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -179087.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -179108.031250 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -179108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -179132.875000 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -179132.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -179159.234375 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -179159.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -179179.343750 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -179179.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -179196.437500 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -179196.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179211.187500 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -179211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -179220.640625 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -179220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -179220.640625 Penalty: 3437.525391
	Iteration 17F: 3 clusters Score -179220.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Entering Unmasked Estep 
Score: -9568008.000000 Penalty: 2691.034912
	Iteration 0F: 2 clusters Score -9568008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -9537180.000000 Penalty: 5382.069824
	Iteration 0F: 3 clusters Score -9537180 nChanged 23768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -9550203.000000 Penalty: 5382.069824
	Iteration 1F: 3 clusters Score -9550203 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -9550933.000000 Penalty: 5382.069824
	Iteration 2Q: 3 clusters Score -9550933 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -9551730.000000 Penalty: 5382.069824
	Iteration 3Q: 3 clusters Score -9551730 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -9552648.000000 Penalty: 5382.069824
	Iteration 4Q: 3 clusters Score -9552648 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -9553965.000000 Penalty: 5382.069824
	Iteration 5Q: 3 clusters Score -9553965 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -9555674.000000 Penalty: 5382.069824
	Iteration 6F: 3 clusters Score -9555674 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -9558458.000000 Penalty: 5382.069824
	Iteration 7F: 3 clusters Score -9558458 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -9561630.000000 Penalty: 5382.069824
	Iteration 8F: 3 clusters Score -9561630 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -9563692.000000 Penalty: 5382.069824
	Iteration 9F: 3 clusters Score -9563692 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -9564482.000000 Penalty: 5382.069824
	Iteration 10Q: 3 clusters Score -9564482 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -9564821.000000 Penalty: 5382.069824
	Iteration 11Q: 3 clusters Score -9564821 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -9565016.000000 Penalty: 5382.069824
	Iteration 12Q: 3 clusters Score -9565016 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -9565171.000000 Penalty: 5382.069824
	Iteration 13Q: 3 clusters Score -9565171 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -9565310.000000 Penalty: 5382.069824
	Iteration 14Q: 3 clusters Score -9565310 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -9565444.000000 Penalty: 5382.069824
	Iteration 15Q: 3 clusters Score -9565444 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -9565560.000000 Penalty: 5382.069824
	Iteration 16Q: 3 clusters Score -9565560 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -9565615.000000 Penalty: 5382.069824
	Iteration 17Q: 3 clusters Score -9565615 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -9565678.000000 Penalty: 5382.069824
	Iteration 18Q: 3 clusters Score -9565678 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -9565730.000000 Penalty: 5382.069824
	Iteration 19Q: 3 clusters Score -9565730 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -9565773.000000 Penalty: 5382.069824
	Iteration 20F: 3 clusters Score -9565773 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -9565809.000000 Penalty: 5382.069824
	Iteration 21Q: 3 clusters Score -9565809 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -9565811.000000 Penalty: 5382.069824
	Iteration 22Q: 3 clusters Score -9565811 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -9565863.000000 Penalty: 5382.069824
	Iteration 23Q: 3 clusters Score -9565863 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -9565907.000000 Penalty: 5382.069824
	Iteration 24Q: 3 clusters Score -9565907 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -9565877.000000 Penalty: 5382.069824
	Iteration 25Q: 3 clusters Score -9565877 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -9565956.000000 Penalty: 5382.069824
	Iteration 26Q: 3 clusters Score -9565956 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -9565965.000000 Penalty: 5382.069824
	Iteration 27Q: 3 clusters Score -9565965 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -9565998.000000 Penalty: 5382.069824
	Iteration 28Q: 3 clusters Score -9565998 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -9565991.000000 Penalty: 5382.069824
	Iteration 29Q: 3 clusters Score -9565991 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -9566005.000000 Penalty: 5382.069824
	Iteration 30Q: 3 clusters Score -9566005 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -9566084.000000 Penalty: 5382.069824
	Iteration 31Q: 3 clusters Score -9566084 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -9566069.000000 Penalty: 5382.069824
	Iteration 32Q: 3 clusters Score -9566069 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -9566128.000000 Penalty: 5382.069824
	Iteration 33Q: 3 clusters Score -9566128 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -9566149.000000 Penalty: 5382.069824
	Iteration 34Q: 3 clusters Score -9566149 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -9566218.000000 Penalty: 5382.069824
	Iteration 35Q: 3 clusters Score -9566218 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -9566296.000000 Penalty: 5382.069824
	Iteration 36Q: 3 clusters Score -9566296 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -9566412.000000 Penalty: 5382.069824
	Iteration 37Q: 3 clusters Score -9566412 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -9566540.000000 Penalty: 5382.069824
	Iteration 38Q: 3 clusters Score -9566540 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -9566543.000000 Penalty: 5382.069824
	Iteration 39Q: 3 clusters Score -9566543 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -9566830.000000 Penalty: 5382.069824
	Iteration 40F: 3 clusters Score -9566830 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -9567034.000000 Penalty: 5382.069824
	Iteration 41Q: 3 clusters Score -9567034 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -9567089.000000 Penalty: 5382.069824
	Iteration 42Q: 3 clusters Score -9567089 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -9567081.000000 Penalty: 5382.069824
	Iteration 43Q: 3 clusters Score -9567081 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -9567127.000000 Penalty: 5382.069824
	Iteration 44Q: 3 clusters Score -9567127 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -9567108.000000 Penalty: 5382.069824
	Iteration 45Q: 3 clusters Score -9567108 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -9567095.000000 Penalty: 5382.069824
	Iteration 46Q: 3 clusters Score -9567095 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -9567093.000000 Penalty: 5382.069824
	Iteration 47Q: 3 clusters Score -9567093 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -9567064.000000 Penalty: 5382.069824
	Iteration 48Q: 3 clusters Score -9567064 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -9567031.000000 Penalty: 5382.069824
	Iteration 49Q: 3 clusters Score -9567031 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -9567008.000000 Penalty: 5382.069824
	Iteration 50Q: 3 clusters Score -9567008 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -9567001.000000 Penalty: 5382.069824
	Iteration 51Q: 3 clusters Score -9567001 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -9566965.000000 Penalty: 5382.069824
	Iteration 52Q: 3 clusters Score -9566965 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -9566929.000000 Penalty: 5382.069824
	Iteration 53Q: 3 clusters Score -9566929 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -9566925.000000 Penalty: 5382.069824
	Iteration 54Q: 3 clusters Score -9566925 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -9566889.000000 Penalty: 5382.069824
	Iteration 55Q: 3 clusters Score -9566889 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -9566900.000000 Penalty: 5382.069824
	Iteration 56Q: 3 clusters Score -9566900 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -9566891.000000 Penalty: 5382.069824
	Iteration 57Q: 3 clusters Score -9566891 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -9566859.000000 Penalty: 5382.069824
	Iteration 58Q: 3 clusters Score -9566859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -9566860.000000 Penalty: 5382.069824
	Iteration 59Q: 3 clusters Score -9566860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -9566878.000000 Penalty: 5382.069824
	Iteration 60F: 3 clusters Score -9566878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -9566869.000000 Penalty: 5382.069824
	Iteration 61Q: 3 clusters Score -9566869 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -9566865.000000 Penalty: 5382.069824
	Iteration 62Q: 3 clusters Score -9566865 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -9566870.000000 Penalty: 5382.069824
	Iteration 63Q: 3 clusters Score -9566870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -9566840.000000 Penalty: 5382.069824
	Iteration 64Q: 3 clusters Score -9566840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -9566835.000000 Penalty: 5382.069824
	Iteration 65Q: 3 clusters Score -9566835 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -9566820.000000 Penalty: 5382.069824
	Iteration 66Q: 3 clusters Score -9566820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -9566809.000000 Penalty: 5382.069824
	Iteration 67Q: 3 clusters Score -9566809 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -9566810.000000 Penalty: 5382.069824
	Iteration 68Q: 3 clusters Score -9566810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -9566775.000000 Penalty: 5382.069824
	Iteration 69Q: 3 clusters Score -9566775 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -9566754.000000 Penalty: 5382.069824
	Iteration 70Q: 3 clusters Score -9566754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -9566764.000000 Penalty: 5382.069824
	Iteration 71Q: 3 clusters Score -9566764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -9566735.000000 Penalty: 5382.069824
	Iteration 72Q: 3 clusters Score -9566735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -9566734.000000 Penalty: 5382.069824
	Iteration 73Q: 3 clusters Score -9566734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -9566742.000000 Penalty: 5382.069824
	Iteration 74Q: 3 clusters Score -9566742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -9566749.000000 Penalty: 5382.069824
	Iteration 75Q: 3 clusters Score -9566749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -9566711.000000 Penalty: 5382.069824
	Iteration 76Q: 3 clusters Score -9566711 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -9566700.000000 Penalty: 5382.069824
	Iteration 77Q: 3 clusters Score -9566700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -9566705.000000 Penalty: 5382.069824
	Iteration 78Q: 3 clusters Score -9566705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -9566706.000000 Penalty: 5382.069824
	Iteration 79Q: 3 clusters Score -9566706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -9566708.000000 Penalty: 5382.069824
	Iteration 80F: 3 clusters Score -9566708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -9566713.000000 Penalty: 5382.069824
	Iteration 81Q: 3 clusters Score -9566713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -9566713.000000 Penalty: 5382.069824
	Iteration 82Q: 3 clusters Score -9566713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -9566718.000000 Penalty: 5382.069824
	Iteration 83Q: 3 clusters Score -9566718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -9566720.000000 Penalty: 5382.069824
	Iteration 84Q: 3 clusters Score -9566720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -9566724.000000 Penalty: 5382.069824
	Iteration 85Q: 3 clusters Score -9566724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -9566710.000000 Penalty: 5382.069824
	Iteration 86Q: 3 clusters Score -9566710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -9566722.000000 Penalty: 5382.069824
	Iteration 87Q: 3 clusters Score -9566722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -9566723.000000 Penalty: 5382.069824
	Iteration 88Q: 3 clusters Score -9566723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -9566713.000000 Penalty: 5382.069824
	Iteration 89Q: 3 clusters Score -9566713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -9566716.000000 Penalty: 5382.069824
	Iteration 90Q: 3 clusters Score -9566716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -9566700.000000 Penalty: 5382.069824
	Iteration 91Q: 3 clusters Score -9566700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -9566688.000000 Penalty: 5382.069824
	Iteration 92Q: 3 clusters Score -9566688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -9566680.000000 Penalty: 5382.069824
	Iteration 93Q: 3 clusters Score -9566680 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -9566663.000000 Penalty: 5382.069824
	Iteration 94Q: 3 clusters Score -9566663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -9566666.000000 Penalty: 5382.069824
	Iteration 95Q: 3 clusters Score -9566666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -9566667.000000 Penalty: 5382.069824
	Iteration 96Q: 3 clusters Score -9566667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -9566659.000000 Penalty: 5382.069824
	Iteration 97Q: 3 clusters Score -9566659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -9566657.000000 Penalty: 5382.069824
	Iteration 98Q: 3 clusters Score -9566657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -9566645.000000 Penalty: 5382.069824
	Iteration 99Q: 3 clusters Score -9566645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -9566644.000000 Penalty: 5382.069824
	Iteration 100F: 3 clusters Score -9566644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -9566652.000000 Penalty: 5382.069824
	Iteration 101Q: 3 clusters Score -9566652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 48967 members 
Entering Unmasked Estep 
Score: -9566670.000000 Penalty: 5382.069824
	Iteration 102Q: 3 clusters Score -9566670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 48973 members 
Entering Unmasked Estep 
Score: -9566651.000000 Penalty: 5382.069824
	Iteration 103Q: 3 clusters Score -9566651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -9566648.000000 Penalty: 5382.069824
	Iteration 104Q: 3 clusters Score -9566648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -9566657.000000 Penalty: 5382.069824
	Iteration 105Q: 3 clusters Score -9566657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -9566655.000000 Penalty: 5382.069824
	Iteration 106Q: 3 clusters Score -9566655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -9566673.000000 Penalty: 5382.069824
	Iteration 107Q: 3 clusters Score -9566673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -9566663.000000 Penalty: 5382.069824
	Iteration 108Q: 3 clusters Score -9566663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -9566666.000000 Penalty: 5382.069824
	Iteration 109Q: 3 clusters Score -9566666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -9566666.000000 Penalty: 5382.069824
	Iteration 110Q: 3 clusters Score -9566666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -9566668.000000 Penalty: 5382.069824
	Iteration 111Q: 3 clusters Score -9566668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -9566660.000000 Penalty: 5382.069824
	Iteration 112Q: 3 clusters Score -9566660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -9566663.000000 Penalty: 5382.069824
	Iteration 113Q: 3 clusters Score -9566663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -9566658.000000 Penalty: 5382.069824
	Iteration 114Q: 3 clusters Score -9566658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -9566667.000000 Penalty: 5382.069824
	Iteration 115Q: 3 clusters Score -9566667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -9566674.000000 Penalty: 5382.069824
	Iteration 116Q: 3 clusters Score -9566674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -9566672.000000 Penalty: 5382.069824
	Iteration 117Q: 3 clusters Score -9566672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -9566665.000000 Penalty: 5382.069824
	Iteration 118Q: 3 clusters Score -9566665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -9566669.000000 Penalty: 5382.069824
	Iteration 119Q: 3 clusters Score -9566669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -9566666.000000 Penalty: 5382.069824
	Iteration 120F: 3 clusters Score -9566666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -9566667.000000 Penalty: 5382.069824
	Iteration 121Q: 3 clusters Score -9566667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -9566667.000000 Penalty: 5382.069824
	Iteration 122Q: 3 clusters Score -9566667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -9566666.000000 Penalty: 5382.069824
	Iteration 123Q: 3 clusters Score -9566666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -9566667.000000 Penalty: 5382.069824
	Iteration 124Q: 3 clusters Score -9566667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -9566673.000000 Penalty: 5382.069824
	Iteration 125Q: 3 clusters Score -9566673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -9566669.000000 Penalty: 5382.069824
	Iteration 126Q: 3 clusters Score -9566669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -9566669.000000 Penalty: 5382.069824
	Iteration 127Q: 3 clusters Score -9566669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -9566662.000000 Penalty: 5382.069824
	Iteration 128Q: 3 clusters Score -9566662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -9566662.000000 Penalty: 5382.069824
	Iteration 129F: 3 clusters Score -9566662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -59322.312500 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -59322.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -57997.019531 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -57997.02 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -58575.828125 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -58575.83 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -59120.898438 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -59120.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -59652.636719 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -59652.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -60032.371094 Penalty: 3191.535156
	Iteration 4F: 3 clusters Score -60032.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -60451.128906 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -60451.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -60664.675781 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -60664.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -60743.675781 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -60743.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -60801.265625 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -60801.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -60833.925781 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -60833.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -60850.824219 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -60850.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -60863.937500 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -60863.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60869.406250 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -60869.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60872.792969 Penalty: 3191.535156
	Iteration 13F: 3 clusters Score -60872.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -60885.511719 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -60885.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -60891.636719 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -60891.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -60910.148438 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -60910.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -60949.375000 Penalty: 3191.535156
	Iteration 17Q: 3 clusters Score -60949.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60952.761719 Penalty: 3191.535156
	Iteration 18Q: 3 clusters Score -60952.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -60952.761719 Penalty: 3191.535156
	Iteration 19F: 3 clusters Score -60952.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 45945 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 53311 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 422 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 47055 members 
Mstep: Class 9 contains 49433 members 
Mstep: Class 10 contains 52073 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 51583 members 
Mstep: Class 13 contains 201 members 
Mstep: Class 14 contains 46903 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 61190 members 
Mstep: Class 17 contains 44836 members 
Mstep: Class 18 contains 48520 members 
Mstep: Class 19 contains 47219 members 
Mstep: Class 20 contains 28663 members 
Mstep: Class 21 contains 61266 members 
Entering Unmasked Estep 
Score: -126877344.000000 Penalty: 70084.007812
Splitting cluster 13 changes total score from -126878032.000000 to -126877344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (46903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Entering Unmasked Estep 
Score: -8712724.000000 Penalty: 2667.447510
	Iteration 0F: 2 clusters Score -8712724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -8684305.000000 Penalty: 5334.895020
	Iteration 0F: 3 clusters Score -8684305 nChanged 21508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -8696113.000000 Penalty: 5334.895020
	Iteration 1F: 3 clusters Score -8696113 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -8696827.000000 Penalty: 5334.895020
	Iteration 2Q: 3 clusters Score -8696827 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -8697761.000000 Penalty: 5334.895020
	Iteration 3Q: 3 clusters Score -8697761 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -8699141.000000 Penalty: 5334.895020
	Iteration 4F: 3 clusters Score -8699141 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -8701094.000000 Penalty: 5334.895020
	Iteration 5F: 3 clusters Score -8701094 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -8703729.000000 Penalty: 5334.895020
	Iteration 6F: 3 clusters Score -8703729 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -8706535.000000 Penalty: 5334.895020
	Iteration 7F: 3 clusters Score -8706535 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -8708893.000000 Penalty: 5334.895020
	Iteration 8F: 3 clusters Score -8708893 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -8710412.000000 Penalty: 5334.895020
	Iteration 9Q: 3 clusters Score -8710412 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -8711155.000000 Penalty: 5334.895020
	Iteration 10Q: 3 clusters Score -8711155 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -8711543.000000 Penalty: 5334.895020
	Iteration 11Q: 3 clusters Score -8711543 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8711647.000000 Penalty: 5334.895020
	Iteration 12Q: 3 clusters Score -8711647 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -8711604.000000 Penalty: 5334.895020
	Iteration 13Q: 3 clusters Score -8711604 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8711543.000000 Penalty: 5334.895020
	Iteration 14Q: 3 clusters Score -8711543 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8711400.000000 Penalty: 5334.895020
	Iteration 15Q: 3 clusters Score -8711400 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8711276.000000 Penalty: 5334.895020
	Iteration 16Q: 3 clusters Score -8711276 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8711160.000000 Penalty: 5334.895020
	Iteration 17Q: 3 clusters Score -8711160 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8711113.000000 Penalty: 5334.895020
	Iteration 18Q: 3 clusters Score -8711113 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8711052.000000 Penalty: 5334.895020
	Iteration 19Q: 3 clusters Score -8711052 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8711008.000000 Penalty: 5334.895020
	Iteration 20F: 3 clusters Score -8711008 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8710963.000000 Penalty: 5334.895020
	Iteration 21Q: 3 clusters Score -8710963 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8710918.000000 Penalty: 5334.895020
	Iteration 22Q: 3 clusters Score -8710918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8710912.000000 Penalty: 5334.895020
	Iteration 23Q: 3 clusters Score -8710912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8710905.000000 Penalty: 5334.895020
	Iteration 24Q: 3 clusters Score -8710905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8710900.000000 Penalty: 5334.895020
	Iteration 25Q: 3 clusters Score -8710900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8710875.000000 Penalty: 5334.895020
	Iteration 26Q: 3 clusters Score -8710875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8710873.000000 Penalty: 5334.895020
	Iteration 27Q: 3 clusters Score -8710873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8710867.000000 Penalty: 5334.895020
	Iteration 28Q: 3 clusters Score -8710867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8710862.000000 Penalty: 5334.895020
	Iteration 29Q: 3 clusters Score -8710862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8710858.000000 Penalty: 5334.895020
	Iteration 30Q: 3 clusters Score -8710858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8710856.000000 Penalty: 5334.895020
	Iteration 31Q: 3 clusters Score -8710856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8710861.000000 Penalty: 5334.895020
	Iteration 32Q: 3 clusters Score -8710861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8710864.000000 Penalty: 5334.895020
	Iteration 33Q: 3 clusters Score -8710864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8710865.000000 Penalty: 5334.895020
	Iteration 34Q: 3 clusters Score -8710865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8710868.000000 Penalty: 5334.895020
	Iteration 35Q: 3 clusters Score -8710868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8710873.000000 Penalty: 5334.895020
	Iteration 36Q: 3 clusters Score -8710873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8710851.000000 Penalty: 5334.895020
	Iteration 37Q: 3 clusters Score -8710851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8710855.000000 Penalty: 5334.895020
	Iteration 38Q: 3 clusters Score -8710855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8710867.000000 Penalty: 5334.895020
	Iteration 39Q: 3 clusters Score -8710867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8710856.000000 Penalty: 5334.895020
	Iteration 40F: 3 clusters Score -8710856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8710864.000000 Penalty: 5334.895020
	Iteration 41Q: 3 clusters Score -8710864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8710861.000000 Penalty: 5334.895020
	Iteration 42Q: 3 clusters Score -8710861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8710860.000000 Penalty: 5334.895020
	Iteration 43Q: 3 clusters Score -8710860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8710858.000000 Penalty: 5334.895020
	Iteration 44Q: 3 clusters Score -8710858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8710855.000000 Penalty: 5334.895020
	Iteration 45Q: 3 clusters Score -8710855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8710858.000000 Penalty: 5334.895020
	Iteration 46Q: 3 clusters Score -8710858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8710852.000000 Penalty: 5334.895020
	Iteration 47Q: 3 clusters Score -8710852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8710856.000000 Penalty: 5334.895020
	Iteration 48Q: 3 clusters Score -8710856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8710859.000000 Penalty: 5334.895020
	Iteration 49Q: 3 clusters Score -8710859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8710852.000000 Penalty: 5334.895020
	Iteration 50Q: 3 clusters Score -8710852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8710849.000000 Penalty: 5334.895020
	Iteration 51Q: 3 clusters Score -8710849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8710849.000000 Penalty: 5334.895020
	Iteration 52F: 3 clusters Score -8710849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -154012.250000 Penalty: 1749.074829
	Iteration 0F: 2 clusters Score -154012.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -152149.984375 Penalty: 3498.149658
	Iteration 0F: 3 clusters Score -152150 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -153075.187500 Penalty: 3498.149658
	Iteration 1F: 3 clusters Score -153075.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -153936.312500 Penalty: 3498.149658
	Iteration 2F: 3 clusters Score -153936.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -154335.828125 Penalty: 3498.149658
	Iteration 3F: 3 clusters Score -154335.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -154563.343750 Penalty: 3498.149658
	Iteration 4Q: 3 clusters Score -154563.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -154634.375000 Penalty: 3498.149658
	Iteration 5Q: 3 clusters Score -154634.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -154665.765625 Penalty: 3498.149658
	Iteration 6Q: 3 clusters Score -154665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -154674.531250 Penalty: 3498.149658
	Iteration 7Q: 3 clusters Score -154674.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -154694.250000 Penalty: 3498.149658
	Iteration 8Q: 3 clusters Score -154694.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -154713.281250 Penalty: 3498.149658
	Iteration 9Q: 3 clusters Score -154713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -154747.718750 Penalty: 3498.149658
	Iteration 10Q: 3 clusters Score -154747.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -154794.609375 Penalty: 3498.149658
	Iteration 11Q: 3 clusters Score -154794.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -154823.906250 Penalty: 3498.149658
	Iteration 12Q: 3 clusters Score -154823.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -154852.187500 Penalty: 3498.149658
	Iteration 13Q: 3 clusters Score -154852.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -154860.187500 Penalty: 3498.149658
	Iteration 14Q: 3 clusters Score -154860.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -154862.656250 Penalty: 3498.149658
	Iteration 15Q: 3 clusters Score -154862.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -154866.656250 Penalty: 3498.149658
	Iteration 16Q: 3 clusters Score -154866.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -154871.859375 Penalty: 3498.149658
	Iteration 17Q: 3 clusters Score -154871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -154876.546875 Penalty: 3498.149658
	Iteration 18Q: 3 clusters Score -154876.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -154879.906250 Penalty: 3498.149658
	Iteration 19Q: 3 clusters Score -154879.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -154889.890625 Penalty: 3498.149658
	Iteration 20F: 3 clusters Score -154889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -154903.937500 Penalty: 3498.149658
	Iteration 21Q: 3 clusters Score -154903.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -154915.703125 Penalty: 3498.149658
	Iteration 22Q: 3 clusters Score -154915.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -154933.453125 Penalty: 3498.149658
	Iteration 23Q: 3 clusters Score -154933.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -154951.640625 Penalty: 3498.149658
	Iteration 24Q: 3 clusters Score -154951.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -154964.593750 Penalty: 3498.149658
	Iteration 25Q: 3 clusters Score -154964.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -154983.078125 Penalty: 3498.149658
	Iteration 26Q: 3 clusters Score -154983.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155016.031250 Penalty: 3498.149658
	Iteration 27Q: 3 clusters Score -155016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -155059.859375 Penalty: 3498.149658
	Iteration 28Q: 3 clusters Score -155059.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -155095.828125 Penalty: 3498.149658
	Iteration 29Q: 3 clusters Score -155095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -155144.015625 Penalty: 3498.149658
	Iteration 30Q: 3 clusters Score -155144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -155165.125000 Penalty: 3498.149658
	Iteration 31Q: 3 clusters Score -155165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -155169.531250 Penalty: 3498.149658
	Iteration 32Q: 3 clusters Score -155169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -155172.156250 Penalty: 3498.149658
	Iteration 33Q: 3 clusters Score -155172.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -155175.468750 Penalty: 3498.149658
	Iteration 34Q: 3 clusters Score -155175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -155179.500000 Penalty: 3498.149658
	Iteration 35Q: 3 clusters Score -155179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -155183.703125 Penalty: 3498.149658
	Iteration 36Q: 3 clusters Score -155183.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -155188.375000 Penalty: 3498.149658
	Iteration 37F: 3 clusters Score -155188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -155208.343750 Penalty: 3498.149658
	Iteration 38Q: 3 clusters Score -155208.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -155215.890625 Penalty: 3498.149658
	Iteration 39Q: 3 clusters Score -155215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -155219.250000 Penalty: 3498.149658
	Iteration 40F: 3 clusters Score -155219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -155223.234375 Penalty: 3498.149658
	Iteration 41Q: 3 clusters Score -155223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -155231.593750 Penalty: 3498.149658
	Iteration 42Q: 3 clusters Score -155231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -155242.015625 Penalty: 3498.149658
	Iteration 43Q: 3 clusters Score -155242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -155242.734375 Penalty: 3498.149658
	Iteration 44Q: 3 clusters Score -155242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -155245.296875 Penalty: 3498.149658
	Iteration 45Q: 3 clusters Score -155245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -155246.531250 Penalty: 3498.149658
	Iteration 46Q: 3 clusters Score -155246.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -155247.640625 Penalty: 3498.149658
	Iteration 47Q: 3 clusters Score -155247.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -155248.921875 Penalty: 3498.149658
	Iteration 48Q: 3 clusters Score -155248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -155255.203125 Penalty: 3498.149658
	Iteration 49Q: 3 clusters Score -155255.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155270.015625 Penalty: 3498.149658
	Iteration 50Q: 3 clusters Score -155270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -155316.156250 Penalty: 3498.149658
	Iteration 51Q: 3 clusters Score -155316.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155428.062500 Penalty: 3498.149658
	Iteration 52Q: 3 clusters Score -155428.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155502.796875 Penalty: 3498.149658
	Iteration 53Q: 3 clusters Score -155502.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -155516.546875 Penalty: 3498.149658
	Iteration 54Q: 3 clusters Score -155516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -155530.359375 Penalty: 3498.149658
	Iteration 55Q: 3 clusters Score -155530.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -155530.968750 Penalty: 3498.149658
	Iteration 56Q: 3 clusters Score -155531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -155532.406250 Penalty: 3498.149658
	Iteration 57Q: 3 clusters Score -155532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -155532.406250 Penalty: 3498.149658
	Iteration 58F: 3 clusters Score -155532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 45945 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 53311 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 620 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 47055 members 
Mstep: Class 9 contains 49433 members 
Mstep: Class 10 contains 52073 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 51583 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46903 members 
Mstep: Class 15 contains 536 members 
Mstep: Class 16 contains 61190 members 
Mstep: Class 17 contains 44836 members 
Mstep: Class 18 contains 48520 members 
Mstep: Class 19 contains 47219 members 
Mstep: Class 20 contains 28663 members 
Mstep: Class 21 contains 61266 members 
Entering Unmasked Estep 
Score: -126877344.000000 Penalty: 70084.007812
Splitting cluster 15 changes total score from -126878032.000000 to -126877344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (61190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61190 members 
Entering Unmasked Estep 
Score: -11445552.000000 Penalty: 2733.391357
	Iteration 0F: 2 clusters Score -1.144555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -11421401.000000 Penalty: 5466.782715
	Iteration 0F: 3 clusters Score -1.14214e+07 nChanged 28507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -11437908.000000 Penalty: 5466.782715
	Iteration 1F: 3 clusters Score -1.143791e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -11439234.000000 Penalty: 5466.782715
	Iteration 2F: 3 clusters Score -1.143923e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -11441218.000000 Penalty: 5466.782715
	Iteration 3F: 3 clusters Score -1.144122e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -11443813.000000 Penalty: 5466.782715
	Iteration 4F: 3 clusters Score -1.144381e+07 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -11446848.000000 Penalty: 5466.782715
	Iteration 5F: 3 clusters Score -1.144685e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -11449719.000000 Penalty: 5466.782715
	Iteration 6F: 3 clusters Score -1.144972e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -11451600.000000 Penalty: 5466.782715
	Iteration 7F: 3 clusters Score -1.14516e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -11452358.000000 Penalty: 5466.782715
	Iteration 8Q: 3 clusters Score -1.145236e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -11452523.000000 Penalty: 5466.782715
	Iteration 9Q: 3 clusters Score -1.145252e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -11452627.000000 Penalty: 5466.782715
	Iteration 10Q: 3 clusters Score -1.145263e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -11452663.000000 Penalty: 5466.782715
	Iteration 11Q: 3 clusters Score -1.145266e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -11452686.000000 Penalty: 5466.782715
	Iteration 12Q: 3 clusters Score -1.145269e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -11452681.000000 Penalty: 5466.782715
	Iteration 13Q: 3 clusters Score -1.145268e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -11452721.000000 Penalty: 5466.782715
	Iteration 14Q: 3 clusters Score -1.145272e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -11452758.000000 Penalty: 5466.782715
	Iteration 15Q: 3 clusters Score -1.145276e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -11452752.000000 Penalty: 5466.782715
	Iteration 16Q: 3 clusters Score -1.145275e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -11452786.000000 Penalty: 5466.782715
	Iteration 17Q: 3 clusters Score -1.145279e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -11452893.000000 Penalty: 5466.782715
	Iteration 18Q: 3 clusters Score -1.145289e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -11452932.000000 Penalty: 5466.782715
	Iteration 19Q: 3 clusters Score -1.145293e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -11452986.000000 Penalty: 5466.782715
	Iteration 20F: 3 clusters Score -1.145299e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -11453064.000000 Penalty: 5466.782715
	Iteration 21Q: 3 clusters Score -1.145306e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -11453162.000000 Penalty: 5466.782715
	Iteration 22Q: 3 clusters Score -1.145316e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -11453294.000000 Penalty: 5466.782715
	Iteration 23Q: 3 clusters Score -1.145329e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -11453323.000000 Penalty: 5466.782715
	Iteration 24Q: 3 clusters Score -1.145332e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -11453366.000000 Penalty: 5466.782715
	Iteration 25Q: 3 clusters Score -1.145337e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -11453412.000000 Penalty: 5466.782715
	Iteration 26Q: 3 clusters Score -1.145341e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -11453445.000000 Penalty: 5466.782715
	Iteration 27Q: 3 clusters Score -1.145344e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -11453415.000000 Penalty: 5466.782715
	Iteration 28Q: 3 clusters Score -1.145342e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -11453406.000000 Penalty: 5466.782715
	Iteration 29Q: 3 clusters Score -1.145341e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -11453379.000000 Penalty: 5466.782715
	Iteration 30Q: 3 clusters Score -1.145338e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -11453384.000000 Penalty: 5466.782715
	Iteration 31Q: 3 clusters Score -1.145338e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -11453326.000000 Penalty: 5466.782715
	Iteration 32Q: 3 clusters Score -1.145333e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -11453290.000000 Penalty: 5466.782715
	Iteration 33Q: 3 clusters Score -1.145329e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -11453297.000000 Penalty: 5466.782715
	Iteration 34Q: 3 clusters Score -1.14533e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -11453270.000000 Penalty: 5466.782715
	Iteration 35Q: 3 clusters Score -1.145327e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -11453332.000000 Penalty: 5466.782715
	Iteration 36Q: 3 clusters Score -1.145333e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -11453348.000000 Penalty: 5466.782715
	Iteration 37Q: 3 clusters Score -1.145335e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -11453327.000000 Penalty: 5466.782715
	Iteration 38Q: 3 clusters Score -1.145333e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -11453347.000000 Penalty: 5466.782715
	Iteration 39Q: 3 clusters Score -1.145335e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -11453345.000000 Penalty: 5466.782715
	Iteration 40F: 3 clusters Score -1.145334e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -11453373.000000 Penalty: 5466.782715
	Iteration 41Q: 3 clusters Score -1.145337e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -11453396.000000 Penalty: 5466.782715
	Iteration 42Q: 3 clusters Score -1.14534e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -11453366.000000 Penalty: 5466.782715
	Iteration 43Q: 3 clusters Score -1.145337e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -11453379.000000 Penalty: 5466.782715
	Iteration 44Q: 3 clusters Score -1.145338e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -11453392.000000 Penalty: 5466.782715
	Iteration 45Q: 3 clusters Score -1.145339e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -11453402.000000 Penalty: 5466.782715
	Iteration 46Q: 3 clusters Score -1.14534e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -11453409.000000 Penalty: 5466.782715
	Iteration 47Q: 3 clusters Score -1.145341e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -11453399.000000 Penalty: 5466.782715
	Iteration 48Q: 3 clusters Score -1.14534e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -11453422.000000 Penalty: 5466.782715
	Iteration 49Q: 3 clusters Score -1.145342e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -11453414.000000 Penalty: 5466.782715
	Iteration 50Q: 3 clusters Score -1.145341e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -11453430.000000 Penalty: 5466.782715
	Iteration 51Q: 3 clusters Score -1.145343e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -11453460.000000 Penalty: 5466.782715
	Iteration 52Q: 3 clusters Score -1.145346e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -11453468.000000 Penalty: 5466.782715
	Iteration 53Q: 3 clusters Score -1.145347e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -11453510.000000 Penalty: 5466.782715
	Iteration 54Q: 3 clusters Score -1.145351e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -11453518.000000 Penalty: 5466.782715
	Iteration 55Q: 3 clusters Score -1.145352e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -11453525.000000 Penalty: 5466.782715
	Iteration 56Q: 3 clusters Score -1.145352e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -11453552.000000 Penalty: 5466.782715
	Iteration 57Q: 3 clusters Score -1.145355e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -11453546.000000 Penalty: 5466.782715
	Iteration 58Q: 3 clusters Score -1.145355e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -11453593.000000 Penalty: 5466.782715
	Iteration 59Q: 3 clusters Score -1.145359e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -11453573.000000 Penalty: 5466.782715
	Iteration 60F: 3 clusters Score -1.145357e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -11453585.000000 Penalty: 5466.782715
	Iteration 61Q: 3 clusters Score -1.145358e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -11453567.000000 Penalty: 5466.782715
	Iteration 62Q: 3 clusters Score -1.145357e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -11453522.000000 Penalty: 5466.782715
	Iteration 63Q: 3 clusters Score -1.145352e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -11453521.000000 Penalty: 5466.782715
	Iteration 64Q: 3 clusters Score -1.145352e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -11453552.000000 Penalty: 5466.782715
	Iteration 65Q: 3 clusters Score -1.145355e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -11453542.000000 Penalty: 5466.782715
	Iteration 66Q: 3 clusters Score -1.145354e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -11453556.000000 Penalty: 5466.782715
	Iteration 67Q: 3 clusters Score -1.145356e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -11453551.000000 Penalty: 5466.782715
	Iteration 68Q: 3 clusters Score -1.145355e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -11453544.000000 Penalty: 5466.782715
	Iteration 69Q: 3 clusters Score -1.145354e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -11453551.000000 Penalty: 5466.782715
	Iteration 70Q: 3 clusters Score -1.145355e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -11453550.000000 Penalty: 5466.782715
	Iteration 71Q: 3 clusters Score -1.145355e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -11453553.000000 Penalty: 5466.782715
	Iteration 72Q: 3 clusters Score -1.145355e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -11453552.000000 Penalty: 5466.782715
	Iteration 73Q: 3 clusters Score -1.145355e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -11453565.000000 Penalty: 5466.782715
	Iteration 74Q: 3 clusters Score -1.145356e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -11453557.000000 Penalty: 5466.782715
	Iteration 75Q: 3 clusters Score -1.145356e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -11453547.000000 Penalty: 5466.782715
	Iteration 76Q: 3 clusters Score -1.145355e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -11453544.000000 Penalty: 5466.782715
	Iteration 77Q: 3 clusters Score -1.145354e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -11453560.000000 Penalty: 5466.782715
	Iteration 78Q: 3 clusters Score -1.145356e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -11453561.000000 Penalty: 5466.782715
	Iteration 79Q: 3 clusters Score -1.145356e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -11453547.000000 Penalty: 5466.782715
	Iteration 80F: 3 clusters Score -1.145355e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -11453543.000000 Penalty: 5466.782715
	Iteration 81Q: 3 clusters Score -1.145354e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -11453513.000000 Penalty: 5466.782715
	Iteration 82Q: 3 clusters Score -1.145351e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -11453516.000000 Penalty: 5466.782715
	Iteration 83Q: 3 clusters Score -1.145352e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -11453538.000000 Penalty: 5466.782715
	Iteration 84Q: 3 clusters Score -1.145354e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -11453522.000000 Penalty: 5466.782715
	Iteration 85Q: 3 clusters Score -1.145352e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -11453550.000000 Penalty: 5466.782715
	Iteration 86Q: 3 clusters Score -1.145355e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -11453536.000000 Penalty: 5466.782715
	Iteration 87Q: 3 clusters Score -1.145354e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -11453554.000000 Penalty: 5466.782715
	Iteration 88Q: 3 clusters Score -1.145355e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -11453554.000000 Penalty: 5466.782715
	Iteration 89Q: 3 clusters Score -1.145355e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -11453549.000000 Penalty: 5466.782715
	Iteration 90Q: 3 clusters Score -1.145355e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -11453552.000000 Penalty: 5466.782715
	Iteration 91Q: 3 clusters Score -1.145355e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -11453536.000000 Penalty: 5466.782715
	Iteration 92Q: 3 clusters Score -1.145354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -11453536.000000 Penalty: 5466.782715
	Iteration 93Q: 3 clusters Score -1.145354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -11453544.000000 Penalty: 5466.782715
	Iteration 94Q: 3 clusters Score -1.145354e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -11453538.000000 Penalty: 5466.782715
	Iteration 95Q: 3 clusters Score -1.145354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -11453559.000000 Penalty: 5466.782715
	Iteration 96Q: 3 clusters Score -1.145356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -11453557.000000 Penalty: 5466.782715
	Iteration 97Q: 3 clusters Score -1.145356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -11453549.000000 Penalty: 5466.782715
	Iteration 98Q: 3 clusters Score -1.145355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -11453547.000000 Penalty: 5466.782715
	Iteration 99Q: 3 clusters Score -1.145355e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -11453557.000000 Penalty: 5466.782715
	Iteration 100F: 3 clusters Score -1.145356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -11453550.000000 Penalty: 5466.782715
	Iteration 101Q: 3 clusters Score -1.145355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -11453548.000000 Penalty: 5466.782715
	Iteration 102Q: 3 clusters Score -1.145355e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -11453551.000000 Penalty: 5466.782715
	Iteration 103Q: 3 clusters Score -1.145355e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -11453534.000000 Penalty: 5466.782715
	Iteration 104Q: 3 clusters Score -1.145353e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -11453531.000000 Penalty: 5466.782715
	Iteration 105Q: 3 clusters Score -1.145353e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -11453544.000000 Penalty: 5466.782715
	Iteration 106Q: 3 clusters Score -1.145354e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -11453542.000000 Penalty: 5466.782715
	Iteration 107Q: 3 clusters Score -1.145354e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -11453526.000000 Penalty: 5466.782715
	Iteration 108Q: 3 clusters Score -1.145353e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -11453534.000000 Penalty: 5466.782715
	Iteration 109Q: 3 clusters Score -1.145353e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -11453546.000000 Penalty: 5466.782715
	Iteration 110Q: 3 clusters Score -1.145355e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -11453544.000000 Penalty: 5466.782715
	Iteration 111Q: 3 clusters Score -1.145354e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -11453544.000000 Penalty: 5466.782715
	Iteration 112Q: 3 clusters Score -1.145354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -11453554.000000 Penalty: 5466.782715
	Iteration 113Q: 3 clusters Score -1.145355e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -11453541.000000 Penalty: 5466.782715
	Iteration 114Q: 3 clusters Score -1.145354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -11453539.000000 Penalty: 5466.782715
	Iteration 115Q: 3 clusters Score -1.145354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -11453523.000000 Penalty: 5466.782715
	Iteration 116Q: 3 clusters Score -1.145352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -11453532.000000 Penalty: 5466.782715
	Iteration 117Q: 3 clusters Score -1.145353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -11453527.000000 Penalty: 5466.782715
	Iteration 118Q: 3 clusters Score -1.145353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -11453527.000000 Penalty: 5466.782715
	Iteration 119Q: 3 clusters Score -1.145353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -11453524.000000 Penalty: 5466.782715
	Iteration 120F: 3 clusters Score -1.145352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -11453524.000000 Penalty: 5466.782715
	Iteration 121Q: 3 clusters Score -1.145352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -11453531.000000 Penalty: 5466.782715
	Iteration 122Q: 3 clusters Score -1.145353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -11453528.000000 Penalty: 5466.782715
	Iteration 123Q: 3 clusters Score -1.145353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -11453530.000000 Penalty: 5466.782715
	Iteration 124Q: 3 clusters Score -1.145353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -11453522.000000 Penalty: 5466.782715
	Iteration 125Q: 3 clusters Score -1.145352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -11453519.000000 Penalty: 5466.782715
	Iteration 126Q: 3 clusters Score -1.145352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -11453522.000000 Penalty: 5466.782715
	Iteration 127Q: 3 clusters Score -1.145352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -11453527.000000 Penalty: 5466.782715
	Iteration 128Q: 3 clusters Score -1.145353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -11453526.000000 Penalty: 5466.782715
	Iteration 129Q: 3 clusters Score -1.145353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -11453526.000000 Penalty: 5466.782715
	Iteration 130F: 3 clusters Score -1.145353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 45945 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 53311 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 42116 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 47055 members 
Mstep: Class 9 contains 49433 members 
Mstep: Class 10 contains 52073 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 51583 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46903 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 19074 members 
Mstep: Class 17 contains 44836 members 
Mstep: Class 18 contains 48520 members 
Mstep: Class 19 contains 47219 members 
Mstep: Class 20 contains 28663 members 
Mstep: Class 21 contains 61266 members 
Entering Unmasked Estep 
Score: -126884544.000000 Penalty: 70084.007812
Splitting cluster 16 changes total score from -126878032.000000 to -126884544.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 17 (44836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Entering Unmasked Estep 
Score: -8240477.500000 Penalty: 2656.270264
	Iteration 0F: 2 clusters Score -8240478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -8211093.000000 Penalty: 5312.540527
	Iteration 0F: 3 clusters Score -8211093 nChanged 20545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -8222374.500000 Penalty: 5312.540527
	Iteration 1F: 3 clusters Score -8222374 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -8222802.000000 Penalty: 5312.540527
	Iteration 2Q: 3 clusters Score -8222802 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -8223245.500000 Penalty: 5312.540527
	Iteration 3Q: 3 clusters Score -8223246 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -8223830.500000 Penalty: 5312.540527
	Iteration 4Q: 3 clusters Score -8223830 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -8224631.500000 Penalty: 5312.540527
	Iteration 5Q: 3 clusters Score -8224632 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -8225835.000000 Penalty: 5312.540527
	Iteration 6Q: 3 clusters Score -8225835 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -8227491.000000 Penalty: 5312.540527
	Iteration 7F: 3 clusters Score -8227491 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -8229628.000000 Penalty: 5312.540527
	Iteration 8F: 3 clusters Score -8229628 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -8232165.000000 Penalty: 5312.540527
	Iteration 9F: 3 clusters Score -8232165 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -8234705.000000 Penalty: 5312.540527
	Iteration 10F: 3 clusters Score -8234705 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -8236487.000000 Penalty: 5312.540527
	Iteration 11F: 3 clusters Score -8236487 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -8237413.500000 Penalty: 5312.540527
	Iteration 12Q: 3 clusters Score -8237414 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -8237958.500000 Penalty: 5312.540527
	Iteration 13Q: 3 clusters Score -8237958 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -8238270.000000 Penalty: 5312.540527
	Iteration 14Q: 3 clusters Score -8238270 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -8238509.000000 Penalty: 5312.540527
	Iteration 15Q: 3 clusters Score -8238509 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -8238697.500000 Penalty: 5312.540527
	Iteration 16Q: 3 clusters Score -8238698 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -8238857.500000 Penalty: 5312.540527
	Iteration 17Q: 3 clusters Score -8238858 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -8238974.500000 Penalty: 5312.540527
	Iteration 18Q: 3 clusters Score -8238974 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -8239109.000000 Penalty: 5312.540527
	Iteration 19Q: 3 clusters Score -8239109 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -8239164.500000 Penalty: 5312.540527
	Iteration 20F: 3 clusters Score -8239164 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -8239240.500000 Penalty: 5312.540527
	Iteration 21Q: 3 clusters Score -8239240 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -8239359.500000 Penalty: 5312.540527
	Iteration 22Q: 3 clusters Score -8239360 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -8239439.000000 Penalty: 5312.540527
	Iteration 23Q: 3 clusters Score -8239439 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -8239519.500000 Penalty: 5312.540527
	Iteration 24Q: 3 clusters Score -8239520 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -8239550.000000 Penalty: 5312.540527
	Iteration 25Q: 3 clusters Score -8239550 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -8239587.500000 Penalty: 5312.540527
	Iteration 26Q: 3 clusters Score -8239588 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -8239653.000000 Penalty: 5312.540527
	Iteration 27Q: 3 clusters Score -8239653 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -8239698.500000 Penalty: 5312.540527
	Iteration 28Q: 3 clusters Score -8239698 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -8239727.000000 Penalty: 5312.540527
	Iteration 29Q: 3 clusters Score -8239727 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -8239764.500000 Penalty: 5312.540527
	Iteration 30Q: 3 clusters Score -8239764 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -8239814.500000 Penalty: 5312.540527
	Iteration 31Q: 3 clusters Score -8239814 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -8239871.500000 Penalty: 5312.540527
	Iteration 32Q: 3 clusters Score -8239872 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -8239911.000000 Penalty: 5312.540527
	Iteration 33Q: 3 clusters Score -8239911 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -8239940.000000 Penalty: 5312.540527
	Iteration 34Q: 3 clusters Score -8239940 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -8239944.500000 Penalty: 5312.540527
	Iteration 35Q: 3 clusters Score -8239944 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -8239927.500000 Penalty: 5312.540527
	Iteration 36Q: 3 clusters Score -8239928 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -8239922.500000 Penalty: 5312.540527
	Iteration 37Q: 3 clusters Score -8239922 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -8239919.000000 Penalty: 5312.540527
	Iteration 38Q: 3 clusters Score -8239919 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -8239947.000000 Penalty: 5312.540527
	Iteration 39Q: 3 clusters Score -8239947 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -8239939.000000 Penalty: 5312.540527
	Iteration 40F: 3 clusters Score -8239939 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -8239915.500000 Penalty: 5312.540527
	Iteration 41Q: 3 clusters Score -8239916 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -8239890.500000 Penalty: 5312.540527
	Iteration 42Q: 3 clusters Score -8239890 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -8239884.000000 Penalty: 5312.540527
	Iteration 43Q: 3 clusters Score -8239884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -8239888.000000 Penalty: 5312.540527
	Iteration 44Q: 3 clusters Score -8239888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -8239865.000000 Penalty: 5312.540527
	Iteration 45Q: 3 clusters Score -8239865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -8239860.500000 Penalty: 5312.540527
	Iteration 46Q: 3 clusters Score -8239860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -8239856.500000 Penalty: 5312.540527
	Iteration 47Q: 3 clusters Score -8239856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -8239844.500000 Penalty: 5312.540527
	Iteration 48Q: 3 clusters Score -8239844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -8239833.500000 Penalty: 5312.540527
	Iteration 49Q: 3 clusters Score -8239834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8239824.500000 Penalty: 5312.540527
	Iteration 50Q: 3 clusters Score -8239824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -8239842.500000 Penalty: 5312.540527
	Iteration 51Q: 3 clusters Score -8239842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -8239846.500000 Penalty: 5312.540527
	Iteration 52Q: 3 clusters Score -8239846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -8239837.000000 Penalty: 5312.540527
	Iteration 53Q: 3 clusters Score -8239837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -8239826.500000 Penalty: 5312.540527
	Iteration 54Q: 3 clusters Score -8239826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -8239817.000000 Penalty: 5312.540527
	Iteration 55Q: 3 clusters Score -8239817 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -8239800.500000 Penalty: 5312.540527
	Iteration 56Q: 3 clusters Score -8239800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -8239795.500000 Penalty: 5312.540527
	Iteration 57Q: 3 clusters Score -8239796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -8239786.500000 Penalty: 5312.540527
	Iteration 58Q: 3 clusters Score -8239786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -8239777.000000 Penalty: 5312.540527
	Iteration 59Q: 3 clusters Score -8239777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8239777.000000 Penalty: 5312.540527
	Iteration 60F: 3 clusters Score -8239777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -8239771.500000 Penalty: 5312.540527
	Iteration 61Q: 3 clusters Score -8239772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -8239742.000000 Penalty: 5312.540527
	Iteration 62Q: 3 clusters Score -8239742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8239747.500000 Penalty: 5312.540527
	Iteration 63Q: 3 clusters Score -8239748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -8239763.000000 Penalty: 5312.540527
	Iteration 64Q: 3 clusters Score -8239763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -8239757.500000 Penalty: 5312.540527
	Iteration 65Q: 3 clusters Score -8239758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -8239756.500000 Penalty: 5312.540527
	Iteration 66Q: 3 clusters Score -8239756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -8239756.000000 Penalty: 5312.540527
	Iteration 67Q: 3 clusters Score -8239756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -8239751.000000 Penalty: 5312.540527
	Iteration 68Q: 3 clusters Score -8239751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -8239750.000000 Penalty: 5312.540527
	Iteration 69Q: 3 clusters Score -8239750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -8239749.500000 Penalty: 5312.540527
	Iteration 70Q: 3 clusters Score -8239750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -8239743.500000 Penalty: 5312.540527
	Iteration 71Q: 3 clusters Score -8239744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -8239744.000000 Penalty: 5312.540527
	Iteration 72Q: 3 clusters Score -8239744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -8239753.500000 Penalty: 5312.540527
	Iteration 73Q: 3 clusters Score -8239754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8239748.000000 Penalty: 5312.540527
	Iteration 74Q: 3 clusters Score -8239748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -8239741.500000 Penalty: 5312.540527
	Iteration 75Q: 3 clusters Score -8239742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -8239739.000000 Penalty: 5312.540527
	Iteration 76Q: 3 clusters Score -8239739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -8239742.500000 Penalty: 5312.540527
	Iteration 77Q: 3 clusters Score -8239742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -8239737.000000 Penalty: 5312.540527
	Iteration 78Q: 3 clusters Score -8239737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -8239738.500000 Penalty: 5312.540527
	Iteration 79Q: 3 clusters Score -8239738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -8239738.500000 Penalty: 5312.540527
	Iteration 80F: 3 clusters Score -8239738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48520 members 
Entering Unmasked Estep 
Score: -8903191.000000 Penalty: 2675.853271
	Iteration 0F: 2 clusters Score -8903191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -8871561.000000 Penalty: 5351.706543
	Iteration 0F: 3 clusters Score -8871561 nChanged 22386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -8883990.000000 Penalty: 5351.706543
	Iteration 1F: 3 clusters Score -8883990 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -8884784.000000 Penalty: 5351.706543
	Iteration 2Q: 3 clusters Score -8884784 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -8885786.000000 Penalty: 5351.706543
	Iteration 3Q: 3 clusters Score -8885786 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -8887110.000000 Penalty: 5351.706543
	Iteration 4F: 3 clusters Score -8887110 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -8888814.000000 Penalty: 5351.706543
	Iteration 5F: 3 clusters Score -8888814 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -8891050.000000 Penalty: 5351.706543
	Iteration 6F: 3 clusters Score -8891050 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -8893640.000000 Penalty: 5351.706543
	Iteration 7F: 3 clusters Score -8893640 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -8896015.000000 Penalty: 5351.706543
	Iteration 8F: 3 clusters Score -8896015 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -8897347.000000 Penalty: 5351.706543
	Iteration 9Q: 3 clusters Score -8897347 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -8898076.000000 Penalty: 5351.706543
	Iteration 10Q: 3 clusters Score -8898076 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -8898661.000000 Penalty: 5351.706543
	Iteration 11Q: 3 clusters Score -8898661 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -8899077.000000 Penalty: 5351.706543
	Iteration 12Q: 3 clusters Score -8899077 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -8899471.000000 Penalty: 5351.706543
	Iteration 13Q: 3 clusters Score -8899471 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -8899835.000000 Penalty: 5351.706543
	Iteration 14Q: 3 clusters Score -8899835 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -8900140.000000 Penalty: 5351.706543
	Iteration 15Q: 3 clusters Score -8900140 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -8900388.000000 Penalty: 5351.706543
	Iteration 16Q: 3 clusters Score -8900388 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -8900600.000000 Penalty: 5351.706543
	Iteration 17Q: 3 clusters Score -8900600 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -8900782.000000 Penalty: 5351.706543
	Iteration 18Q: 3 clusters Score -8900782 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -8900965.000000 Penalty: 5351.706543
	Iteration 19Q: 3 clusters Score -8900965 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -8901109.000000 Penalty: 5351.706543
	Iteration 20F: 3 clusters Score -8901109 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -8901316.000000 Penalty: 5351.706543
	Iteration 21Q: 3 clusters Score -8901316 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -8901442.000000 Penalty: 5351.706543
	Iteration 22Q: 3 clusters Score -8901442 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8901604.000000 Penalty: 5351.706543
	Iteration 23Q: 3 clusters Score -8901604 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -8901692.000000 Penalty: 5351.706543
	Iteration 24Q: 3 clusters Score -8901692 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -8901813.000000 Penalty: 5351.706543
	Iteration 25Q: 3 clusters Score -8901813 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8901898.000000 Penalty: 5351.706543
	Iteration 26Q: 3 clusters Score -8901898 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -8901933.000000 Penalty: 5351.706543
	Iteration 27Q: 3 clusters Score -8901933 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -8901963.000000 Penalty: 5351.706543
	Iteration 28Q: 3 clusters Score -8901963 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -8902005.000000 Penalty: 5351.706543
	Iteration 29Q: 3 clusters Score -8902005 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -8901965.000000 Penalty: 5351.706543
	Iteration 30Q: 3 clusters Score -8901965 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -8901938.000000 Penalty: 5351.706543
	Iteration 31Q: 3 clusters Score -8901938 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -8901916.000000 Penalty: 5351.706543
	Iteration 32Q: 3 clusters Score -8901916 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -8901924.000000 Penalty: 5351.706543
	Iteration 33Q: 3 clusters Score -8901924 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -8901944.000000 Penalty: 5351.706543
	Iteration 34Q: 3 clusters Score -8901944 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8901922.000000 Penalty: 5351.706543
	Iteration 35Q: 3 clusters Score -8901922 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -8901933.000000 Penalty: 5351.706543
	Iteration 36Q: 3 clusters Score -8901933 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -8901895.000000 Penalty: 5351.706543
	Iteration 37Q: 3 clusters Score -8901895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8901905.000000 Penalty: 5351.706543
	Iteration 38Q: 3 clusters Score -8901905 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -8901898.000000 Penalty: 5351.706543
	Iteration 39Q: 3 clusters Score -8901898 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -8901901.000000 Penalty: 5351.706543
	Iteration 40F: 3 clusters Score -8901901 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -8901902.000000 Penalty: 5351.706543
	Iteration 41Q: 3 clusters Score -8901902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -8901886.000000 Penalty: 5351.706543
	Iteration 42Q: 3 clusters Score -8901886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -8901871.000000 Penalty: 5351.706543
	Iteration 43Q: 3 clusters Score -8901871 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -8901882.000000 Penalty: 5351.706543
	Iteration 44Q: 3 clusters Score -8901882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -8901868.000000 Penalty: 5351.706543
	Iteration 45Q: 3 clusters Score -8901868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -8901863.000000 Penalty: 5351.706543
	Iteration 46Q: 3 clusters Score -8901863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -8901867.000000 Penalty: 5351.706543
	Iteration 47Q: 3 clusters Score -8901867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -8901858.000000 Penalty: 5351.706543
	Iteration 48Q: 3 clusters Score -8901858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -8901858.000000 Penalty: 5351.706543
	Iteration 49Q: 3 clusters Score -8901858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -8901865.000000 Penalty: 5351.706543
	Iteration 50Q: 3 clusters Score -8901865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -8901865.000000 Penalty: 5351.706543
	Iteration 51Q: 3 clusters Score -8901865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -8901861.000000 Penalty: 5351.706543
	Iteration 52Q: 3 clusters Score -8901861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -8901859.000000 Penalty: 5351.706543
	Iteration 53Q: 3 clusters Score -8901859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -8901853.000000 Penalty: 5351.706543
	Iteration 54Q: 3 clusters Score -8901853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -8901855.000000 Penalty: 5351.706543
	Iteration 55Q: 3 clusters Score -8901855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -8901851.000000 Penalty: 5351.706543
	Iteration 56Q: 3 clusters Score -8901851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -8901848.000000 Penalty: 5351.706543
	Iteration 57Q: 3 clusters Score -8901848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -8901858.000000 Penalty: 5351.706543
	Iteration 58Q: 3 clusters Score -8901858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -8901855.000000 Penalty: 5351.706543
	Iteration 59Q: 3 clusters Score -8901855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -8901852.000000 Penalty: 5351.706543
	Iteration 60F: 3 clusters Score -8901852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -8901857.000000 Penalty: 5351.706543
	Iteration 61Q: 3 clusters Score -8901857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -8901855.000000 Penalty: 5351.706543
	Iteration 62Q: 3 clusters Score -8901855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -8901857.000000 Penalty: 5351.706543
	Iteration 63Q: 3 clusters Score -8901857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -8901853.000000 Penalty: 5351.706543
	Iteration 64Q: 3 clusters Score -8901853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -8901857.000000 Penalty: 5351.706543
	Iteration 65Q: 3 clusters Score -8901857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -8901857.000000 Penalty: 5351.706543
	Iteration 66Q: 3 clusters Score -8901857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -8901855.000000 Penalty: 5351.706543
	Iteration 67Q: 3 clusters Score -8901855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -8901852.000000 Penalty: 5351.706543
	Iteration 68Q: 3 clusters Score -8901852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -8901852.000000 Penalty: 5351.706543
	Iteration 69Q: 3 clusters Score -8901852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -8901852.000000 Penalty: 5351.706543
	Iteration 70Q: 3 clusters Score -8901852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -8901853.000000 Penalty: 5351.706543
	Iteration 71Q: 3 clusters Score -8901853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -8901854.000000 Penalty: 5351.706543
	Iteration 72Q: 3 clusters Score -8901854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -8901850.000000 Penalty: 5351.706543
	Iteration 73Q: 3 clusters Score -8901850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -8901846.000000 Penalty: 5351.706543
	Iteration 74Q: 3 clusters Score -8901846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -8901844.000000 Penalty: 5351.706543
	Iteration 75Q: 3 clusters Score -8901844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -8901852.000000 Penalty: 5351.706543
	Iteration 76Q: 3 clusters Score -8901852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -8901843.000000 Penalty: 5351.706543
	Iteration 77Q: 3 clusters Score -8901843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -8901842.000000 Penalty: 5351.706543
	Iteration 78Q: 3 clusters Score -8901842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -8901834.000000 Penalty: 5351.706543
	Iteration 79Q: 3 clusters Score -8901834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -8901832.000000 Penalty: 5351.706543
	Iteration 80F: 3 clusters Score -8901832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -8901828.000000 Penalty: 5351.706543
	Iteration 81Q: 3 clusters Score -8901828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -8901824.000000 Penalty: 5351.706543
	Iteration 82Q: 3 clusters Score -8901824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -8901821.000000 Penalty: 5351.706543
	Iteration 83Q: 3 clusters Score -8901821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -8901831.000000 Penalty: 5351.706543
	Iteration 84Q: 3 clusters Score -8901831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 46837 members 
Entering Unmasked Estep 
Score: -8901816.000000 Penalty: 5351.706543
	Iteration 85Q: 3 clusters Score -8901816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -8901818.000000 Penalty: 5351.706543
	Iteration 86Q: 3 clusters Score -8901818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -8901818.000000 Penalty: 5351.706543
	Iteration 87Q: 3 clusters Score -8901818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -8901817.000000 Penalty: 5351.706543
	Iteration 88Q: 3 clusters Score -8901817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -8901812.000000 Penalty: 5351.706543
	Iteration 89Q: 3 clusters Score -8901812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -8901812.000000 Penalty: 5351.706543
	Iteration 90F: 3 clusters Score -8901812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Entering Unmasked Estep 
Score: -8781114.000000 Penalty: 2669.112793
	Iteration 0F: 2 clusters Score -8781114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -8753381.000000 Penalty: 5338.225586
	Iteration 0F: 3 clusters Score -8753381 nChanged 21607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -8765279.000000 Penalty: 5338.225586
	Iteration 1F: 3 clusters Score -8765279 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -8765877.000000 Penalty: 5338.225586
	Iteration 2Q: 3 clusters Score -8765877 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -8766587.000000 Penalty: 5338.225586
	Iteration 3Q: 3 clusters Score -8766587 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -8767475.000000 Penalty: 5338.225586
	Iteration 4Q: 3 clusters Score -8767475 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -8768778.000000 Penalty: 5338.225586
	Iteration 5F: 3 clusters Score -8768778 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -8770557.000000 Penalty: 5338.225586
	Iteration 6F: 3 clusters Score -8770557 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -8772724.000000 Penalty: 5338.225586
	Iteration 7F: 3 clusters Score -8772724 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -8775173.000000 Penalty: 5338.225586
	Iteration 8F: 3 clusters Score -8775173 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -8777318.000000 Penalty: 5338.225586
	Iteration 9F: 3 clusters Score -8777318 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -8778529.000000 Penalty: 5338.225586
	Iteration 10Q: 3 clusters Score -8778529 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -8779004.000000 Penalty: 5338.225586
	Iteration 11Q: 3 clusters Score -8779004 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -8779233.000000 Penalty: 5338.225586
	Iteration 12Q: 3 clusters Score -8779233 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -8779372.000000 Penalty: 5338.225586
	Iteration 13Q: 3 clusters Score -8779372 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -8779484.000000 Penalty: 5338.225586
	Iteration 14Q: 3 clusters Score -8779484 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -8779635.000000 Penalty: 5338.225586
	Iteration 15Q: 3 clusters Score -8779635 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -8779765.000000 Penalty: 5338.225586
	Iteration 16Q: 3 clusters Score -8779765 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -8779871.000000 Penalty: 5338.225586
	Iteration 17Q: 3 clusters Score -8779871 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -8779992.000000 Penalty: 5338.225586
	Iteration 18Q: 3 clusters Score -8779992 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -8780089.000000 Penalty: 5338.225586
	Iteration 19Q: 3 clusters Score -8780089 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -8780198.000000 Penalty: 5338.225586
	Iteration 20F: 3 clusters Score -8780198 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -8780309.000000 Penalty: 5338.225586
	Iteration 21Q: 3 clusters Score -8780309 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -8780407.000000 Penalty: 5338.225586
	Iteration 22Q: 3 clusters Score -8780407 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -8780457.000000 Penalty: 5338.225586
	Iteration 23Q: 3 clusters Score -8780457 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -8780565.000000 Penalty: 5338.225586
	Iteration 24Q: 3 clusters Score -8780565 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -8780663.000000 Penalty: 5338.225586
	Iteration 25Q: 3 clusters Score -8780663 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -8780775.000000 Penalty: 5338.225586
	Iteration 26Q: 3 clusters Score -8780775 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -8780868.000000 Penalty: 5338.225586
	Iteration 27Q: 3 clusters Score -8780868 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -8780925.000000 Penalty: 5338.225586
	Iteration 28Q: 3 clusters Score -8780925 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -8780971.000000 Penalty: 5338.225586
	Iteration 29Q: 3 clusters Score -8780971 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -8781022.000000 Penalty: 5338.225586
	Iteration 30Q: 3 clusters Score -8781022 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -8781091.000000 Penalty: 5338.225586
	Iteration 31Q: 3 clusters Score -8781091 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -8781135.000000 Penalty: 5338.225586
	Iteration 32Q: 3 clusters Score -8781135 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -8781190.000000 Penalty: 5338.225586
	Iteration 33Q: 3 clusters Score -8781190 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -8781260.000000 Penalty: 5338.225586
	Iteration 34Q: 3 clusters Score -8781260 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -8781293.000000 Penalty: 5338.225586
	Iteration 35Q: 3 clusters Score -8781293 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -8781360.000000 Penalty: 5338.225586
	Iteration 36Q: 3 clusters Score -8781360 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -8781393.000000 Penalty: 5338.225586
	Iteration 37Q: 3 clusters Score -8781393 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -8781447.000000 Penalty: 5338.225586
	Iteration 38Q: 3 clusters Score -8781447 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -8781502.000000 Penalty: 5338.225586
	Iteration 39Q: 3 clusters Score -8781502 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -8781511.000000 Penalty: 5338.225586
	Iteration 40F: 3 clusters Score -8781511 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -8781526.000000 Penalty: 5338.225586
	Iteration 41Q: 3 clusters Score -8781526 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -8781532.000000 Penalty: 5338.225586
	Iteration 42Q: 3 clusters Score -8781532 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -8781517.000000 Penalty: 5338.225586
	Iteration 43Q: 3 clusters Score -8781517 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -8781495.000000 Penalty: 5338.225586
	Iteration 44Q: 3 clusters Score -8781495 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -8781402.000000 Penalty: 5338.225586
	Iteration 45Q: 3 clusters Score -8781402 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -8781336.000000 Penalty: 5338.225586
	Iteration 46Q: 3 clusters Score -8781336 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8781152.000000 Penalty: 5338.225586
	Iteration 47Q: 3 clusters Score -8781152 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -8781001.000000 Penalty: 5338.225586
	Iteration 48Q: 3 clusters Score -8781001 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8780776.000000 Penalty: 5338.225586
	Iteration 49Q: 3 clusters Score -8780776 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8780532.000000 Penalty: 5338.225586
	Iteration 50Q: 3 clusters Score -8780532 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8780360.000000 Penalty: 5338.225586
	Iteration 51Q: 3 clusters Score -8780360 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8780206.000000 Penalty: 5338.225586
	Iteration 52Q: 3 clusters Score -8780206 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8780065.000000 Penalty: 5338.225586
	Iteration 53Q: 3 clusters Score -8780065 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8779871.000000 Penalty: 5338.225586
	Iteration 54Q: 3 clusters Score -8779871 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8779773.000000 Penalty: 5338.225586
	Iteration 55Q: 3 clusters Score -8779773 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8779671.000000 Penalty: 5338.225586
	Iteration 56Q: 3 clusters Score -8779671 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8779593.000000 Penalty: 5338.225586
	Iteration 57Q: 3 clusters Score -8779593 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8779558.000000 Penalty: 5338.225586
	Iteration 58Q: 3 clusters Score -8779558 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8779516.000000 Penalty: 5338.225586
	Iteration 59Q: 3 clusters Score -8779516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8779485.000000 Penalty: 5338.225586
	Iteration 60F: 3 clusters Score -8779485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8779466.000000 Penalty: 5338.225586
	Iteration 61Q: 3 clusters Score -8779466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8779453.000000 Penalty: 5338.225586
	Iteration 62Q: 3 clusters Score -8779453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8779442.000000 Penalty: 5338.225586
	Iteration 63Q: 3 clusters Score -8779442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8779432.000000 Penalty: 5338.225586
	Iteration 64Q: 3 clusters Score -8779432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8779424.000000 Penalty: 5338.225586
	Iteration 65Q: 3 clusters Score -8779424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8779406.000000 Penalty: 5338.225586
	Iteration 66Q: 3 clusters Score -8779406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8779403.000000 Penalty: 5338.225586
	Iteration 67Q: 3 clusters Score -8779403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8779393.000000 Penalty: 5338.225586
	Iteration 68Q: 3 clusters Score -8779393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8779393.000000 Penalty: 5338.225586
	Iteration 69Q: 3 clusters Score -8779393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8779399.000000 Penalty: 5338.225586
	Iteration 70Q: 3 clusters Score -8779399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8779399.000000 Penalty: 5338.225586
	Iteration 71Q: 3 clusters Score -8779399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8779398.000000 Penalty: 5338.225586
	Iteration 72Q: 3 clusters Score -8779398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8779391.000000 Penalty: 5338.225586
	Iteration 73Q: 3 clusters Score -8779391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8779394.000000 Penalty: 5338.225586
	Iteration 74Q: 3 clusters Score -8779394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8779394.000000 Penalty: 5338.225586
	Iteration 75F: 3 clusters Score -8779394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Entering Unmasked Estep 
Score: -5132012.000000 Penalty: 2545.313721
	Iteration 0F: 2 clusters Score -5132012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -5112225.500000 Penalty: 5090.627441
	Iteration 0F: 3 clusters Score -5112226 nChanged 12865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -5119139.500000 Penalty: 5090.627441
	Iteration 1F: 3 clusters Score -5119140 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -5119584.000000 Penalty: 5090.627441
	Iteration 2Q: 3 clusters Score -5119584 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -5120045.000000 Penalty: 5090.627441
	Iteration 3Q: 3 clusters Score -5120045 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -5120435.000000 Penalty: 5090.627441
	Iteration 4Q: 3 clusters Score -5120435 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -5120847.500000 Penalty: 5090.627441
	Iteration 5Q: 3 clusters Score -5120848 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -5121214.000000 Penalty: 5090.627441
	Iteration 6Q: 3 clusters Score -5121214 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -5121586.000000 Penalty: 5090.627441
	Iteration 7Q: 3 clusters Score -5121586 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -5121932.000000 Penalty: 5090.627441
	Iteration 8Q: 3 clusters Score -5121932 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -5122382.500000 Penalty: 5090.627441
	Iteration 9Q: 3 clusters Score -5122382 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -5122881.500000 Penalty: 5090.627441
	Iteration 10Q: 3 clusters Score -5122882 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -5123602.000000 Penalty: 5090.627441
	Iteration 11Q: 3 clusters Score -5123602 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -5124528.000000 Penalty: 5090.627441
	Iteration 12F: 3 clusters Score -5124528 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -5125683.500000 Penalty: 5090.627441
	Iteration 13F: 3 clusters Score -5125684 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -5126948.500000 Penalty: 5090.627441
	Iteration 14F: 3 clusters Score -5126948 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5127978.500000 Penalty: 5090.627441
	Iteration 15Q: 3 clusters Score -5127978 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5128791.000000 Penalty: 5090.627441
	Iteration 16Q: 3 clusters Score -5128791 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5129203.500000 Penalty: 5090.627441
	Iteration 17Q: 3 clusters Score -5129204 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5129432.500000 Penalty: 5090.627441
	Iteration 18Q: 3 clusters Score -5129432 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5129542.500000 Penalty: 5090.627441
	Iteration 19Q: 3 clusters Score -5129542 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5129618.000000 Penalty: 5090.627441
	Iteration 20F: 3 clusters Score -5129618 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5129653.000000 Penalty: 5090.627441
	Iteration 21Q: 3 clusters Score -5129653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5129682.500000 Penalty: 5090.627441
	Iteration 22Q: 3 clusters Score -5129682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5129712.000000 Penalty: 5090.627441
	Iteration 23Q: 3 clusters Score -5129712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5129741.500000 Penalty: 5090.627441
	Iteration 24Q: 3 clusters Score -5129742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5129751.500000 Penalty: 5090.627441
	Iteration 25Q: 3 clusters Score -5129752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5129777.000000 Penalty: 5090.627441
	Iteration 26Q: 3 clusters Score -5129777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5129791.500000 Penalty: 5090.627441
	Iteration 27Q: 3 clusters Score -5129792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5129800.000000 Penalty: 5090.627441
	Iteration 28Q: 3 clusters Score -5129800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5129797.000000 Penalty: 5090.627441
	Iteration 29Q: 3 clusters Score -5129797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5129800.500000 Penalty: 5090.627441
	Iteration 30Q: 3 clusters Score -5129800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5129806.500000 Penalty: 5090.627441
	Iteration 31Q: 3 clusters Score -5129806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5129817.000000 Penalty: 5090.627441
	Iteration 32Q: 3 clusters Score -5129817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5129819.000000 Penalty: 5090.627441
	Iteration 33Q: 3 clusters Score -5129819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5129824.500000 Penalty: 5090.627441
	Iteration 34Q: 3 clusters Score -5129824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5129824.500000 Penalty: 5090.627441
	Iteration 35F: 3 clusters Score -5129824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (61266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Entering Unmasked Estep 
Score: -11179005.000000 Penalty: 2733.699219
	Iteration 0F: 2 clusters Score -1.1179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -11143411.000000 Penalty: 5467.398438
	Iteration 0F: 3 clusters Score -1.114341e+07 nChanged 28522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -11159136.000000 Penalty: 5467.398438
	Iteration 1F: 3 clusters Score -1.115914e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -11159864.000000 Penalty: 5467.398438
	Iteration 2Q: 3 clusters Score -1.115986e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -11160879.000000 Penalty: 5467.398438
	Iteration 3Q: 3 clusters Score -1.116088e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -11162441.000000 Penalty: 5467.398438
	Iteration 4Q: 3 clusters Score -1.116244e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -11164550.000000 Penalty: 5467.398438
	Iteration 5F: 3 clusters Score -1.116455e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -11166943.000000 Penalty: 5467.398438
	Iteration 6F: 3 clusters Score -1.116694e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -11170055.000000 Penalty: 5467.398438
	Iteration 7F: 3 clusters Score -1.117006e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -11173650.000000 Penalty: 5467.398438
	Iteration 8F: 3 clusters Score -1.117365e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -11177001.000000 Penalty: 5467.398438
	Iteration 9F: 3 clusters Score -1.1177e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -11178874.000000 Penalty: 5467.398438
	Iteration 10Q: 3 clusters Score -1.117887e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -11179163.000000 Penalty: 5467.398438
	Iteration 11Q: 3 clusters Score -1.117916e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -11179034.000000 Penalty: 5467.398438
	Iteration 12Q: 3 clusters Score -1.117903e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -11178568.000000 Penalty: 5467.398438
	Iteration 13Q: 3 clusters Score -1.117857e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -11178094.000000 Penalty: 5467.398438
	Iteration 14Q: 3 clusters Score -1.117809e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54523 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -11177455.000000 Penalty: 5467.398438
	Iteration 15Q: 3 clusters Score -1.117746e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -11177191.000000 Penalty: 5467.398438
	Iteration 16Q: 3 clusters Score -1.117719e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56192 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -11177159.000000 Penalty: 5467.398438
	Iteration 17Q: 3 clusters Score -1.117716e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -11177053.000000 Penalty: 5467.398438
	Iteration 18Q: 3 clusters Score -1.117705e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57144 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -11176963.000000 Penalty: 5467.398438
	Iteration 19Q: 3 clusters Score -1.117696e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -11177137.000000 Penalty: 5467.398438
	Iteration 20F: 3 clusters Score -1.117714e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -11177085.000000 Penalty: 5467.398438
	Iteration 21Q: 3 clusters Score -1.117708e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58308 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -11177051.000000 Penalty: 5467.398438
	Iteration 22Q: 3 clusters Score -1.117705e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -11176994.000000 Penalty: 5467.398438
	Iteration 23Q: 3 clusters Score -1.117699e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58909 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -11177049.000000 Penalty: 5467.398438
	Iteration 24Q: 3 clusters Score -1.117705e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59119 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -11176962.000000 Penalty: 5467.398438
	Iteration 25Q: 3 clusters Score -1.117696e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -11176969.000000 Penalty: 5467.398438
	Iteration 26Q: 3 clusters Score -1.117697e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -11176982.000000 Penalty: 5467.398438
	Iteration 27Q: 3 clusters Score -1.117698e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -11176934.000000 Penalty: 5467.398438
	Iteration 28Q: 3 clusters Score -1.117693e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -11176941.000000 Penalty: 5467.398438
	Iteration 29Q: 3 clusters Score -1.117694e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -11176946.000000 Penalty: 5467.398438
	Iteration 30Q: 3 clusters Score -1.117695e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59808 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11176945.000000 Penalty: 5467.398438
	Iteration 31Q: 3 clusters Score -1.117694e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -11176975.000000 Penalty: 5467.398438
	Iteration 32Q: 3 clusters Score -1.117698e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -11176993.000000 Penalty: 5467.398438
	Iteration 33Q: 3 clusters Score -1.117699e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -11176985.000000 Penalty: 5467.398438
	Iteration 34Q: 3 clusters Score -1.117698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -11176987.000000 Penalty: 5467.398438
	Iteration 35Q: 3 clusters Score -1.117699e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -11176978.000000 Penalty: 5467.398438
	Iteration 36Q: 3 clusters Score -1.117698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -11176994.000000 Penalty: 5467.398438
	Iteration 37Q: 3 clusters Score -1.117699e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11176986.000000 Penalty: 5467.398438
	Iteration 38Q: 3 clusters Score -1.117699e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60184 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -11176995.000000 Penalty: 5467.398438
	Iteration 39Q: 3 clusters Score -1.1177e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60218 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -11176989.000000 Penalty: 5467.398438
	Iteration 40F: 3 clusters Score -1.117699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60241 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -11177006.000000 Penalty: 5467.398438
	Iteration 41Q: 3 clusters Score -1.117701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -11177006.000000 Penalty: 5467.398438
	Iteration 42Q: 3 clusters Score -1.117701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11176978.000000 Penalty: 5467.398438
	Iteration 43Q: 3 clusters Score -1.117698e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -11176983.000000 Penalty: 5467.398438
	Iteration 44Q: 3 clusters Score -1.117698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60305 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -11176982.000000 Penalty: 5467.398438
	Iteration 45Q: 3 clusters Score -1.117698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -11176984.000000 Penalty: 5467.398438
	Iteration 46Q: 3 clusters Score -1.117698e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60346 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11176989.000000 Penalty: 5467.398438
	Iteration 47Q: 3 clusters Score -1.117699e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11176992.000000 Penalty: 5467.398438
	Iteration 48Q: 3 clusters Score -1.117699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11176997.000000 Penalty: 5467.398438
	Iteration 49Q: 3 clusters Score -1.1177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11177000.000000 Penalty: 5467.398438
	Iteration 50Q: 3 clusters Score -1.1177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -11176999.000000 Penalty: 5467.398438
	Iteration 51Q: 3 clusters Score -1.1177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11176986.000000 Penalty: 5467.398438
	Iteration 52Q: 3 clusters Score -1.117699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -11176983.000000 Penalty: 5467.398438
	Iteration 53Q: 3 clusters Score -1.117698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11176987.000000 Penalty: 5467.398438
	Iteration 54Q: 3 clusters Score -1.117699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -11176981.000000 Penalty: 5467.398438
	Iteration 55Q: 3 clusters Score -1.117698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60440 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11176986.000000 Penalty: 5467.398438
	Iteration 56Q: 3 clusters Score -1.117699e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11176989.000000 Penalty: 5467.398438
	Iteration 57Q: 3 clusters Score -1.117699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11177007.000000 Penalty: 5467.398438
	Iteration 58Q: 3 clusters Score -1.117701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60461 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11177004.000000 Penalty: 5467.398438
	Iteration 59Q: 3 clusters Score -1.1177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -11177006.000000 Penalty: 5467.398438
	Iteration 60F: 3 clusters Score -1.117701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -11177017.000000 Penalty: 5467.398438
	Iteration 61Q: 3 clusters Score -1.117702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -11177006.000000 Penalty: 5467.398438
	Iteration 62Q: 3 clusters Score -1.117701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -11177009.000000 Penalty: 5467.398438
	Iteration 63Q: 3 clusters Score -1.117701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11177025.000000 Penalty: 5467.398438
	Iteration 64Q: 3 clusters Score -1.117702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60496 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -11177016.000000 Penalty: 5467.398438
	Iteration 65Q: 3 clusters Score -1.117702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60501 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11177020.000000 Penalty: 5467.398438
	Iteration 66Q: 3 clusters Score -1.117702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11177030.000000 Penalty: 5467.398438
	Iteration 67Q: 3 clusters Score -1.117703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -11177024.000000 Penalty: 5467.398438
	Iteration 68Q: 3 clusters Score -1.117702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11177012.000000 Penalty: 5467.398438
	Iteration 69Q: 3 clusters Score -1.117701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -11177013.000000 Penalty: 5467.398438
	Iteration 70Q: 3 clusters Score -1.117701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60518 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -11177008.000000 Penalty: 5467.398438
	Iteration 71Q: 3 clusters Score -1.117701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -11177010.000000 Penalty: 5467.398438
	Iteration 72Q: 3 clusters Score -1.117701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60526 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -11177013.000000 Penalty: 5467.398438
	Iteration 73Q: 3 clusters Score -1.117701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -11177015.000000 Penalty: 5467.398438
	Iteration 74Q: 3 clusters Score -1.117702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11177020.000000 Penalty: 5467.398438
	Iteration 75Q: 3 clusters Score -1.117702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11177020.000000 Penalty: 5467.398438
	Iteration 76F: 3 clusters Score -1.117702e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 45945 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 53311 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 47055 members 
Mstep: Class 9 contains 49433 members 
Mstep: Class 10 contains 52073 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 51583 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46903 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 19074 members 
Mstep: Class 17 contains 44836 members 
Mstep: Class 18 contains 48520 members 
Mstep: Class 19 contains 47219 members 
Mstep: Class 20 contains 28663 members 
Mstep: Class 21 contains 61266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126889112.000000 Penalty: 70084.007812
Iteration 79Q: 22 clusters Score -1.268891e+08 nChanged 14604
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 45700 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 53025 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 40219 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 46558 members 
Mstep: Class 9 contains 49139 members 
Mstep: Class 10 contains 51917 members 
Mstep: Class 11 contains 1026 members 
Mstep: Class 12 contains 51083 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46924 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 23227 members 
Mstep: Class 17 contains 44874 members 
Mstep: Class 18 contains 48652 members 
Mstep: Class 19 contains 47363 members 
Mstep: Class 20 contains 29124 members 
Mstep: Class 21 contains 59890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126894264.000000 Penalty: 70084.007812
Iteration 80F: 22 clusters Score -1.268943e+08 nChanged 16827
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 45158 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 52475 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 44368 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 45895 members 
Mstep: Class 9 contains 48788 members 
Mstep: Class 10 contains 51287 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 50292 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46466 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 26743 members 
Mstep: Class 17 contains 44682 members 
Mstep: Class 18 contains 48369 members 
Mstep: Class 19 contains 46449 members 
Mstep: Class 20 contains 29534 members 
Mstep: Class 21 contains 58435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126897760.000000 Penalty: 70084.007812
Iteration 81Q: 22 clusters Score -1.268978e+08 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 44757 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 51867 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 46183 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 45506 members 
Mstep: Class 9 contains 48476 members 
Mstep: Class 10 contains 50811 members 
Mstep: Class 11 contains 1028 members 
Mstep: Class 12 contains 49801 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 46143 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 31152 members 
Mstep: Class 17 contains 44539 members 
Mstep: Class 18 contains 48092 members 
Mstep: Class 19 contains 45830 members 
Mstep: Class 20 contains 29870 members 
Mstep: Class 21 contains 57013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126899128.000000 Penalty: 70084.007812
Iteration 82Q: 22 clusters Score -1.268991e+08 nChanged 14250
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 44474 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 51276 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 45069 members 
Mstep: Class 9 contains 48113 members 
Mstep: Class 10 contains 50443 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 49204 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 45733 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 36144 members 
Mstep: Class 17 contains 44422 members 
Mstep: Class 18 contains 47978 members 
Mstep: Class 19 contains 45374 members 
Mstep: Class 20 contains 30166 members 
Mstep: Class 21 contains 55674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900648.000000 Penalty: 70084.007812
Iteration 83Q: 22 clusters Score -1.269006e+08 nChanged 14019
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 44211 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 50668 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 47142 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 44583 members 
Mstep: Class 9 contains 47721 members 
Mstep: Class 10 contains 50115 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 48511 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 45269 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41596 members 
Mstep: Class 17 contains 44348 members 
Mstep: Class 18 contains 47910 members 
Mstep: Class 19 contains 45015 members 
Mstep: Class 20 contains 30445 members 
Mstep: Class 21 contains 54322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903696.000000 Penalty: 70084.007812
Iteration 84Q: 22 clusters Score -1.269037e+08 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 43974 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 50120 members 
Mstep: Class 5 contains 2443 members 
Mstep: Class 6 contains 46641 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 43940 members 
Mstep: Class 9 contains 47390 members 
Mstep: Class 10 contains 49798 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 47895 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 44655 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 47660 members 
Mstep: Class 17 contains 44287 members 
Mstep: Class 18 contains 47809 members 
Mstep: Class 19 contains 44747 members 
Mstep: Class 20 contains 30643 members 
Mstep: Class 21 contains 53082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906960.000000 Penalty: 70084.007812
Iteration 85Q: 22 clusters Score -1.26907e+08 nChanged 20326
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 43736 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 49801 members 
Mstep: Class 5 contains 2454 members 
Mstep: Class 6 contains 43681 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 43460 members 
Mstep: Class 9 contains 47265 members 
Mstep: Class 10 contains 49438 members 
Mstep: Class 11 contains 1027 members 
Mstep: Class 12 contains 47504 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43906 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 56374 members 
Mstep: Class 17 contains 44153 members 
Mstep: Class 18 contains 47472 members 
Mstep: Class 19 contains 44304 members 
Mstep: Class 20 contains 30835 members 
Mstep: Class 21 contains 52214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903008.000000 Penalty: 70084.007812
Iteration 86Q: 22 clusters Score -1.26903e+08 nChanged 23479
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 43827 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 49967 members 
Mstep: Class 5 contains 2466 members 
Mstep: Class 6 contains 39300 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 44067 members 
Mstep: Class 9 contains 47315 members 
Mstep: Class 10 contains 49288 members 
Mstep: Class 11 contains 1031 members 
Mstep: Class 12 contains 47863 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43568 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 61987 members 
Mstep: Class 17 contains 44046 members 
Mstep: Class 18 contains 47244 members 
Mstep: Class 19 contains 44268 members 
Mstep: Class 20 contains 31015 members 
Mstep: Class 21 contains 51472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126893400.000000 Penalty: 70084.007812
Iteration 87Q: 22 clusters Score -1.268934e+08 nChanged 18301
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 44416 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 50362 members 
Mstep: Class 5 contains 2472 members 
Mstep: Class 6 contains 38228 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 45381 members 
Mstep: Class 9 contains 47066 members 
Mstep: Class 10 contains 49502 members 
Mstep: Class 11 contains 1034 members 
Mstep: Class 12 contains 48500 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43870 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 59589 members 
Mstep: Class 17 contains 43860 members 
Mstep: Class 18 contains 47300 members 
Mstep: Class 19 contains 44606 members 
Mstep: Class 20 contains 31241 members 
Mstep: Class 21 contains 50737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126892952.000000 Penalty: 70084.007812
Iteration 88Q: 22 clusters Score -1.26893e+08 nChanged 12568
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 44809 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 50532 members 
Mstep: Class 5 contains 2481 members 
Mstep: Class 6 contains 38473 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 46057 members 
Mstep: Class 9 contains 46717 members 
Mstep: Class 10 contains 49654 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 48737 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 44084 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 57652 members 
Mstep: Class 17 contains 43714 members 
Mstep: Class 18 contains 47363 members 
Mstep: Class 19 contains 44730 members 
Mstep: Class 20 contains 31467 members 
Mstep: Class 21 contains 50152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126893840.000000 Penalty: 70084.007812
Iteration 89Q: 22 clusters Score -1.268938e+08 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 44970 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 50691 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 39425 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 46418 members 
Mstep: Class 9 contains 46286 members 
Mstep: Class 10 contains 49699 members 
Mstep: Class 11 contains 1034 members 
Mstep: Class 12 contains 48745 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 44219 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 56425 members 
Mstep: Class 17 contains 43526 members 
Mstep: Class 18 contains 47373 members 
Mstep: Class 19 contains 44664 members 
Mstep: Class 20 contains 31652 members 
Mstep: Class 21 contains 49713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126894568.000000 Penalty: 70084.007812
Iteration 90Q: 22 clusters Score -1.268946e+08 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 45033 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 50737 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 40864 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 46536 members 
Mstep: Class 9 contains 45965 members 
Mstep: Class 10 contains 49688 members 
Mstep: Class 11 contains 1034 members 
Mstep: Class 12 contains 48611 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 44263 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 55648 members 
Mstep: Class 17 contains 43300 members 
Mstep: Class 18 contains 47369 members 
Mstep: Class 19 contains 44457 members 
Mstep: Class 20 contains 31858 members 
Mstep: Class 21 contains 49305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126894992.000000 Penalty: 70084.007812
Iteration 91Q: 22 clusters Score -1.26895e+08 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 45030 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 50688 members 
Mstep: Class 5 contains 2508 members 
Mstep: Class 6 contains 42567 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 46547 members 
Mstep: Class 9 contains 45727 members 
Mstep: Class 10 contains 49673 members 
Mstep: Class 11 contains 1033 members 
Mstep: Class 12 contains 48422 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 44321 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 55136 members 
Mstep: Class 17 contains 43222 members 
Mstep: Class 18 contains 47321 members 
Mstep: Class 19 contains 44200 members 
Mstep: Class 20 contains 32040 members 
Mstep: Class 21 contains 48890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896472.000000 Penalty: 70084.007812
Iteration 92Q: 22 clusters Score -1.268965e+08 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 45072 members 
Mstep: Class 3 contains 1096 members 
Mstep: Class 4 contains 50675 members 
Mstep: Class 5 contains 2515 members 
Mstep: Class 6 contains 43548 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 46567 members 
Mstep: Class 9 contains 45544 members 
Mstep: Class 10 contains 49686 members 
Mstep: Class 11 contains 1030 members 
Mstep: Class 12 contains 48345 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 44333 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 55196 members 
Mstep: Class 17 contains 43150 members 
Mstep: Class 18 contains 47220 members 
Mstep: Class 19 contains 43825 members 
Mstep: Class 20 contains 32197 members 
Mstep: Class 21 contains 48573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126897080.000000 Penalty: 70084.007812
Iteration 93Q: 22 clusters Score -1.268971e+08 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 45145 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50715 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 44028 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 46685 members 
Mstep: Class 9 contains 45441 members 
Mstep: Class 10 contains 49722 members 
Mstep: Class 11 contains 1030 members 
Mstep: Class 12 contains 48377 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 44333 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 55354 members 
Mstep: Class 17 contains 43073 members 
Mstep: Class 18 contains 47082 members 
Mstep: Class 19 contains 43481 members 
Mstep: Class 20 contains 32334 members 
Mstep: Class 21 contains 48287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896792.000000 Penalty: 70084.007812
Iteration 94Q: 22 clusters Score -1.268968e+08 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 45185 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50743 members 
Mstep: Class 5 contains 2529 members 
Mstep: Class 6 contains 44234 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 46819 members 
Mstep: Class 9 contains 45391 members 
Mstep: Class 10 contains 49766 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 48401 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 44338 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 55448 members 
Mstep: Class 17 contains 43097 members 
Mstep: Class 18 contains 46937 members 
Mstep: Class 19 contains 43276 members 
Mstep: Class 20 contains 32432 members 
Mstep: Class 21 contains 48072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896272.000000 Penalty: 70084.007812
Iteration 95Q: 22 clusters Score -1.268963e+08 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 45173 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50691 members 
Mstep: Class 5 contains 2539 members 
Mstep: Class 6 contains 44288 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 46952 members 
Mstep: Class 9 contains 45370 members 
Mstep: Class 10 contains 49832 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 48420 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 44348 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 55509 members 
Mstep: Class 17 contains 43127 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 43212 members 
Mstep: Class 20 contains 32518 members 
Mstep: Class 21 contains 47901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896256.000000 Penalty: 70084.007812
Iteration 96Q: 22 clusters Score -1.268963e+08 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 45132 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50676 members 
Mstep: Class 5 contains 2545 members 
Mstep: Class 6 contains 44175 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 47067 members 
Mstep: Class 9 contains 45334 members 
Mstep: Class 10 contains 49888 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 48559 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 44355 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 55561 members 
Mstep: Class 17 contains 43084 members 
Mstep: Class 18 contains 46598 members 
Mstep: Class 19 contains 43270 members 
Mstep: Class 20 contains 32585 members 
Mstep: Class 21 contains 47793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895328.000000 Penalty: 70084.007812
Iteration 97Q: 22 clusters Score -1.268953e+08 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 45121 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50645 members 
Mstep: Class 5 contains 2550 members 
Mstep: Class 6 contains 44140 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 47255 members 
Mstep: Class 9 contains 45318 members 
Mstep: Class 10 contains 49916 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 48709 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 44355 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 55491 members 
Mstep: Class 17 contains 42999 members 
Mstep: Class 18 contains 46434 members 
Mstep: Class 19 contains 43348 members 
Mstep: Class 20 contains 32649 members 
Mstep: Class 21 contains 47730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895840.000000 Penalty: 70084.007812
Iteration 98Q: 22 clusters Score -1.268958e+08 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 45150 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50631 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 44096 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 47353 members 
Mstep: Class 9 contains 45243 members 
Mstep: Class 10 contains 49998 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 48810 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 44342 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 55473 members 
Mstep: Class 17 contains 42933 members 
Mstep: Class 18 contains 46273 members 
Mstep: Class 19 contains 43416 members 
Mstep: Class 20 contains 32727 members 
Mstep: Class 21 contains 47657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895160.000000 Penalty: 70084.007812
Iteration 99Q: 22 clusters Score -1.268952e+08 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 45181 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50611 members 
Mstep: Class 5 contains 2553 members 
Mstep: Class 6 contains 44065 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 47401 members 
Mstep: Class 9 contains 45186 members 
Mstep: Class 10 contains 50056 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 48884 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 44374 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 55470 members 
Mstep: Class 17 contains 42891 members 
Mstep: Class 18 contains 46083 members 
Mstep: Class 19 contains 43482 members 
Mstep: Class 20 contains 32781 members 
Mstep: Class 21 contains 47669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126898960.000000 Penalty: 70084.007812
Iteration 100F: 22 clusters Score -1.26899e+08 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 45088 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50603 members 
Mstep: Class 5 contains 2554 members 
Mstep: Class 6 contains 41987 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 47415 members 
Mstep: Class 9 contains 45139 members 
Mstep: Class 10 contains 50037 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 48919 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43864 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 59128 members 
Mstep: Class 17 contains 42865 members 
Mstep: Class 18 contains 45881 members 
Mstep: Class 19 contains 43382 members 
Mstep: Class 20 contains 32834 members 
Mstep: Class 21 contains 47684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895208.000000 Penalty: 70084.007812
Iteration 101Q: 22 clusters Score -1.268952e+08 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 45146 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50655 members 
Mstep: Class 5 contains 2556 members 
Mstep: Class 6 contains 41984 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 47871 members 
Mstep: Class 9 contains 45078 members 
Mstep: Class 10 contains 50099 members 
Mstep: Class 11 contains 1034 members 
Mstep: Class 12 contains 48923 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43722 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 59183 members 
Mstep: Class 17 contains 42808 members 
Mstep: Class 18 contains 45748 members 
Mstep: Class 19 contains 43407 members 
Mstep: Class 20 contains 32884 members 
Mstep: Class 21 contains 47612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895472.000000 Penalty: 70084.007812
Iteration 102Q: 22 clusters Score -1.268955e+08 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 45104 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50622 members 
Mstep: Class 5 contains 2557 members 
Mstep: Class 6 contains 42717 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 47894 members 
Mstep: Class 9 contains 45132 members 
Mstep: Class 10 contains 50129 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 48899 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43708 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 58978 members 
Mstep: Class 17 contains 42760 members 
Mstep: Class 18 contains 45526 members 
Mstep: Class 19 contains 43451 members 
Mstep: Class 20 contains 32925 members 
Mstep: Class 21 contains 47513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895776.000000 Penalty: 70084.007812
Iteration 103Q: 22 clusters Score -1.268958e+08 nChanged 8738
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 45012 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50520 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 43648 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 47734 members 
Mstep: Class 9 contains 45255 members 
Mstep: Class 10 contains 50105 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 48831 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43649 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 58875 members 
Mstep: Class 17 contains 42750 members 
Mstep: Class 18 contains 45378 members 
Mstep: Class 19 contains 43376 members 
Mstep: Class 20 contains 32973 members 
Mstep: Class 21 contains 47392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895504.000000 Penalty: 70084.007812
Iteration 104Q: 22 clusters Score -1.268955e+08 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 44923 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 50462 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 44638 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 47476 members 
Mstep: Class 9 contains 45362 members 
Mstep: Class 10 contains 50068 members 
Mstep: Class 11 contains 1036 members 
Mstep: Class 12 contains 48792 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43636 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 58685 members 
Mstep: Class 17 contains 42749 members 
Mstep: Class 18 contains 45151 members 
Mstep: Class 19 contains 43267 members 
Mstep: Class 20 contains 32991 members 
Mstep: Class 21 contains 47377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896208.000000 Penalty: 70084.007812
Iteration 105Q: 22 clusters Score -1.268962e+08 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 44848 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50432 members 
Mstep: Class 5 contains 2563 members 
Mstep: Class 6 contains 45388 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 47242 members 
Mstep: Class 9 contains 45476 members 
Mstep: Class 10 contains 50059 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 48874 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43525 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 58622 members 
Mstep: Class 17 contains 42693 members 
Mstep: Class 18 contains 44908 members 
Mstep: Class 19 contains 43177 members 
Mstep: Class 20 contains 32999 members 
Mstep: Class 21 contains 47379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896120.000000 Penalty: 70084.007812
Iteration 106Q: 22 clusters Score -1.268961e+08 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 44745 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50355 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 46140 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 47063 members 
Mstep: Class 9 contains 45604 members 
Mstep: Class 10 contains 50052 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 48931 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43422 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 58518 members 
Mstep: Class 17 contains 42598 members 
Mstep: Class 18 contains 44654 members 
Mstep: Class 19 contains 43164 members 
Mstep: Class 20 contains 32984 members 
Mstep: Class 21 contains 47382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896632.000000 Penalty: 70084.007812
Iteration 107Q: 22 clusters Score -1.268966e+08 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 44641 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50298 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 46923 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 46899 members 
Mstep: Class 9 contains 45684 members 
Mstep: Class 10 contains 50032 members 
Mstep: Class 11 contains 1037 members 
Mstep: Class 12 contains 48904 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43341 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 58372 members 
Mstep: Class 17 contains 42560 members 
Mstep: Class 18 contains 44435 members 
Mstep: Class 19 contains 43105 members 
Mstep: Class 20 contains 32980 members 
Mstep: Class 21 contains 47405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896280.000000 Penalty: 70084.007812
Iteration 108Q: 22 clusters Score -1.268963e+08 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 44566 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 50252 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 47384 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 46748 members 
Mstep: Class 9 contains 45775 members 
Mstep: Class 10 contains 50008 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 48899 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43274 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 58273 members 
Mstep: Class 17 contains 42534 members 
Mstep: Class 18 contains 44196 members 
Mstep: Class 19 contains 43226 members 
Mstep: Class 20 contains 32995 members 
Mstep: Class 21 contains 47458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896352.000000 Penalty: 70084.007812
Iteration 109Q: 22 clusters Score -1.268964e+08 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 44473 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 50222 members 
Mstep: Class 5 contains 2571 members 
Mstep: Class 6 contains 47704 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 46630 members 
Mstep: Class 9 contains 45901 members 
Mstep: Class 10 contains 50018 members 
Mstep: Class 11 contains 1033 members 
Mstep: Class 12 contains 48868 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43185 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 58189 members 
Mstep: Class 17 contains 42520 members 
Mstep: Class 18 contains 44012 members 
Mstep: Class 19 contains 43411 members 
Mstep: Class 20 contains 32997 members 
Mstep: Class 21 contains 47479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896192.000000 Penalty: 70084.007812
Iteration 110Q: 22 clusters Score -1.268962e+08 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 44441 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 50207 members 
Mstep: Class 5 contains 2571 members 
Mstep: Class 6 contains 47906 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 46494 members 
Mstep: Class 9 contains 46014 members 
Mstep: Class 10 contains 50031 members 
Mstep: Class 11 contains 1031 members 
Mstep: Class 12 contains 48815 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 43074 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 58099 members 
Mstep: Class 17 contains 42516 members 
Mstep: Class 18 contains 43887 members 
Mstep: Class 19 contains 43565 members 
Mstep: Class 20 contains 32991 members 
Mstep: Class 21 contains 47502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896264.000000 Penalty: 70084.007812
Iteration 111Q: 22 clusters Score -1.268963e+08 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 44448 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 50243 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 47955 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 46374 members 
Mstep: Class 9 contains 46124 members 
Mstep: Class 10 contains 50062 members 
Mstep: Class 11 contains 1032 members 
Mstep: Class 12 contains 48788 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 42968 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 58034 members 
Mstep: Class 17 contains 42558 members 
Mstep: Class 18 contains 43803 members 
Mstep: Class 19 contains 43740 members 
Mstep: Class 20 contains 32993 members 
Mstep: Class 21 contains 47467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896016.000000 Penalty: 70084.007812
Iteration 112Q: 22 clusters Score -1.26896e+08 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 44464 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 50236 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 47997 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 46324 members 
Mstep: Class 9 contains 46198 members 
Mstep: Class 10 contains 50133 members 
Mstep: Class 11 contains 1033 members 
Mstep: Class 12 contains 48727 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 42911 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 57986 members 
Mstep: Class 17 contains 42634 members 
Mstep: Class 18 contains 43643 members 
Mstep: Class 19 contains 43895 members 
Mstep: Class 20 contains 32997 members 
Mstep: Class 21 contains 47401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896240.000000 Penalty: 70084.007812
Iteration 113Q: 22 clusters Score -1.268962e+08 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 44457 members 
Mstep: Class 3 contains 1098 members 
Mstep: Class 4 contains 50232 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 48070 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 46333 members 
Mstep: Class 9 contains 46206 members 
Mstep: Class 10 contains 50176 members 
Mstep: Class 11 contains 1032 members 
Mstep: Class 12 contains 48663 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 42815 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 57909 members 
Mstep: Class 17 contains 42698 members 
Mstep: Class 18 contains 43552 members 
Mstep: Class 19 contains 44027 members 
Mstep: Class 20 contains 32990 members 
Mstep: Class 21 contains 47407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895984.000000 Penalty: 70084.007812
Iteration 114Q: 22 clusters Score -1.26896e+08 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 44449 members 
Mstep: Class 3 contains 1099 members 
Mstep: Class 4 contains 50233 members 
Mstep: Class 5 contains 2574 members 
Mstep: Class 6 contains 48111 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 46404 members 
Mstep: Class 9 contains 46224 members 
Mstep: Class 10 contains 50209 members 
Mstep: Class 11 contains 1032 members 
Mstep: Class 12 contains 48623 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 42733 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 57803 members 
Mstep: Class 17 contains 42793 members 
Mstep: Class 18 contains 43494 members 
Mstep: Class 19 contains 44112 members 
Mstep: Class 20 contains 32987 members 
Mstep: Class 21 contains 47383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896072.000000 Penalty: 70084.007812
Iteration 115Q: 22 clusters Score -1.268961e+08 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 44452 members 
Mstep: Class 3 contains 1100 members 
Mstep: Class 4 contains 50238 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 48148 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 46388 members 
Mstep: Class 9 contains 46221 members 
Mstep: Class 10 contains 50212 members 
Mstep: Class 11 contains 1030 members 
Mstep: Class 12 contains 48600 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 42649 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 57754 members 
Mstep: Class 17 contains 42923 members 
Mstep: Class 18 contains 43421 members 
Mstep: Class 19 contains 44181 members 
Mstep: Class 20 contains 32990 members 
Mstep: Class 21 contains 47370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895968.000000 Penalty: 70084.007812
Iteration 116Q: 22 clusters Score -1.26896e+08 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 44482 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 50250 members 
Mstep: Class 5 contains 2574 members 
Mstep: Class 6 contains 48169 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 46420 members 
Mstep: Class 9 contains 46169 members 
Mstep: Class 10 contains 50214 members 
Mstep: Class 11 contains 1030 members 
Mstep: Class 12 contains 48603 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 42569 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 57663 members 
Mstep: Class 17 contains 43035 members 
Mstep: Class 18 contains 43385 members 
Mstep: Class 19 contains 44245 members 
Mstep: Class 20 contains 32990 members 
Mstep: Class 21 contains 47411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895656.000000 Penalty: 70084.007812
Iteration 117Q: 22 clusters Score -1.268957e+08 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 44517 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 50249 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 48222 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 46399 members 
Mstep: Class 9 contains 46148 members 
Mstep: Class 10 contains 50215 members 
Mstep: Class 11 contains 1030 members 
Mstep: Class 12 contains 48594 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 42511 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 57551 members 
Mstep: Class 17 contains 43089 members 
Mstep: Class 18 contains 43357 members 
Mstep: Class 19 contains 44367 members 
Mstep: Class 20 contains 32989 members 
Mstep: Class 21 contains 47414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895560.000000 Penalty: 70084.007812
Iteration 118Q: 22 clusters Score -1.268956e+08 nChanged 4704
Entering ConstructFrom: 
Score: -126895560.000000 Penalty: 70084.007812
Entering ConstructFrom: 
Trying to split cluster 1 (46305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Entering Unmasked Estep 
Score: -8574118.000000 Penalty: 2664.265137
	Iteration 0F: 2 clusters Score -8574118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -8544219.000000 Penalty: 5328.530273
	Iteration 0F: 3 clusters Score -8544219 nChanged 21352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -8556014.000000 Penalty: 5328.530273
	Iteration 1F: 3 clusters Score -8556014 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -8556605.000000 Penalty: 5328.530273
	Iteration 2Q: 3 clusters Score -8556605 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -8557285.000000 Penalty: 5328.530273
	Iteration 3Q: 3 clusters Score -8557285 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -8557899.000000 Penalty: 5328.530273
	Iteration 4Q: 3 clusters Score -8557899 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -8558602.000000 Penalty: 5328.530273
	Iteration 5Q: 3 clusters Score -8558602 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -8559464.000000 Penalty: 5328.530273
	Iteration 6Q: 3 clusters Score -8559464 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -8560482.000000 Penalty: 5328.530273
	Iteration 7Q: 3 clusters Score -8560482 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -8561773.000000 Penalty: 5328.530273
	Iteration 8F: 3 clusters Score -8561773 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -8563306.000000 Penalty: 5328.530273
	Iteration 9F: 3 clusters Score -8563306 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8565244.000000 Penalty: 5328.530273
	Iteration 10F: 3 clusters Score -8565244 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -8566954.000000 Penalty: 5328.530273
	Iteration 11F: 3 clusters Score -8566954 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -8567936.000000 Penalty: 5328.530273
	Iteration 12Q: 3 clusters Score -8567936 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -8568344.000000 Penalty: 5328.530273
	Iteration 13Q: 3 clusters Score -8568344 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -8568470.000000 Penalty: 5328.530273
	Iteration 14Q: 3 clusters Score -8568470 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -8568554.000000 Penalty: 5328.530273
	Iteration 15Q: 3 clusters Score -8568554 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -8568606.000000 Penalty: 5328.530273
	Iteration 16Q: 3 clusters Score -8568606 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -8568666.000000 Penalty: 5328.530273
	Iteration 17Q: 3 clusters Score -8568666 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -8568721.000000 Penalty: 5328.530273
	Iteration 18Q: 3 clusters Score -8568721 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -8568755.000000 Penalty: 5328.530273
	Iteration 19Q: 3 clusters Score -8568755 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -8568794.000000 Penalty: 5328.530273
	Iteration 20F: 3 clusters Score -8568794 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -8568820.000000 Penalty: 5328.530273
	Iteration 21Q: 3 clusters Score -8568820 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -8568793.000000 Penalty: 5328.530273
	Iteration 22Q: 3 clusters Score -8568793 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -8568797.000000 Penalty: 5328.530273
	Iteration 23Q: 3 clusters Score -8568797 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -8568790.000000 Penalty: 5328.530273
	Iteration 24Q: 3 clusters Score -8568790 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -8568816.000000 Penalty: 5328.530273
	Iteration 25Q: 3 clusters Score -8568816 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -8568844.000000 Penalty: 5328.530273
	Iteration 26Q: 3 clusters Score -8568844 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -8568864.000000 Penalty: 5328.530273
	Iteration 27Q: 3 clusters Score -8568864 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -8568890.000000 Penalty: 5328.530273
	Iteration 28Q: 3 clusters Score -8568890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -8568900.000000 Penalty: 5328.530273
	Iteration 29Q: 3 clusters Score -8568900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -8568913.000000 Penalty: 5328.530273
	Iteration 30Q: 3 clusters Score -8568913 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -8568898.000000 Penalty: 5328.530273
	Iteration 31Q: 3 clusters Score -8568898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -8568910.000000 Penalty: 5328.530273
	Iteration 32Q: 3 clusters Score -8568910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -8568902.000000 Penalty: 5328.530273
	Iteration 33Q: 3 clusters Score -8568902 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -8568914.000000 Penalty: 5328.530273
	Iteration 34Q: 3 clusters Score -8568914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -8568915.000000 Penalty: 5328.530273
	Iteration 35Q: 3 clusters Score -8568915 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -8568923.000000 Penalty: 5328.530273
	Iteration 36Q: 3 clusters Score -8568923 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -8568926.000000 Penalty: 5328.530273
	Iteration 37Q: 3 clusters Score -8568926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -8568938.000000 Penalty: 5328.530273
	Iteration 38Q: 3 clusters Score -8568938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -8568945.000000 Penalty: 5328.530273
	Iteration 39Q: 3 clusters Score -8568945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -8568955.000000 Penalty: 5328.530273
	Iteration 40F: 3 clusters Score -8568955 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -8568952.000000 Penalty: 5328.530273
	Iteration 41Q: 3 clusters Score -8568952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -8568958.000000 Penalty: 5328.530273
	Iteration 42Q: 3 clusters Score -8568958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -8568960.000000 Penalty: 5328.530273
	Iteration 43Q: 3 clusters Score -8568960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -8568965.000000 Penalty: 5328.530273
	Iteration 44Q: 3 clusters Score -8568965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -8568970.000000 Penalty: 5328.530273
	Iteration 45Q: 3 clusters Score -8568970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -8568970.000000 Penalty: 5328.530273
	Iteration 46Q: 3 clusters Score -8568970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -8568971.000000 Penalty: 5328.530273
	Iteration 47Q: 3 clusters Score -8568971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -8568969.000000 Penalty: 5328.530273
	Iteration 48Q: 3 clusters Score -8568969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -8568963.000000 Penalty: 5328.530273
	Iteration 49Q: 3 clusters Score -8568963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -8568975.000000 Penalty: 5328.530273
	Iteration 50Q: 3 clusters Score -8568975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -8568976.000000 Penalty: 5328.530273
	Iteration 51Q: 3 clusters Score -8568976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -8568986.000000 Penalty: 5328.530273
	Iteration 52Q: 3 clusters Score -8568986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -8568974.000000 Penalty: 5328.530273
	Iteration 53Q: 3 clusters Score -8568974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -8568984.000000 Penalty: 5328.530273
	Iteration 54Q: 3 clusters Score -8568984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -8568987.000000 Penalty: 5328.530273
	Iteration 55Q: 3 clusters Score -8568987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -8568981.000000 Penalty: 5328.530273
	Iteration 56Q: 3 clusters Score -8568981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -8568979.000000 Penalty: 5328.530273
	Iteration 57Q: 3 clusters Score -8568979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -8568978.000000 Penalty: 5328.530273
	Iteration 58Q: 3 clusters Score -8568978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -8568983.000000 Penalty: 5328.530273
	Iteration 59Q: 3 clusters Score -8568983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -8568983.000000 Penalty: 5328.530273
	Iteration 60F: 3 clusters Score -8568983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -8568983.000000 Penalty: 5328.530273
	Iteration 61Q: 3 clusters Score -8568983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -8568983.000000 Penalty: 5328.530273
	Iteration 62Q: 3 clusters Score -8568983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -8568983.000000 Penalty: 5328.530273
	Iteration 63F: 3 clusters Score -8568983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Entering Unmasked Estep 
Score: -8229307.500000 Penalty: 2654.688721
	Iteration 0F: 2 clusters Score -8229308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -8200005.500000 Penalty: 5309.377441
	Iteration 0F: 3 clusters Score -8200006 nChanged 20443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -8211259.500000 Penalty: 5309.377441
	Iteration 1F: 3 clusters Score -8211260 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -8212173.500000 Penalty: 5309.377441
	Iteration 2Q: 3 clusters Score -8212174 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -8213322.000000 Penalty: 5309.377441
	Iteration 3Q: 3 clusters Score -8213322 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -8214944.500000 Penalty: 5309.377441
	Iteration 4F: 3 clusters Score -8214944 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -8216928.500000 Penalty: 5309.377441
	Iteration 5F: 3 clusters Score -8216928 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -8219242.000000 Penalty: 5309.377441
	Iteration 6F: 3 clusters Score -8219242 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -8221735.500000 Penalty: 5309.377441
	Iteration 7F: 3 clusters Score -8221736 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -8223641.500000 Penalty: 5309.377441
	Iteration 8F: 3 clusters Score -8223642 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -8224686.000000 Penalty: 5309.377441
	Iteration 9Q: 3 clusters Score -8224686 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -8225041.000000 Penalty: 5309.377441
	Iteration 10Q: 3 clusters Score -8225041 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -8225226.500000 Penalty: 5309.377441
	Iteration 11Q: 3 clusters Score -8225226 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -8225340.500000 Penalty: 5309.377441
	Iteration 12Q: 3 clusters Score -8225340 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -8225399.000000 Penalty: 5309.377441
	Iteration 13Q: 3 clusters Score -8225399 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -8225432.000000 Penalty: 5309.377441
	Iteration 14Q: 3 clusters Score -8225432 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -8225490.000000 Penalty: 5309.377441
	Iteration 15Q: 3 clusters Score -8225490 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -8225555.500000 Penalty: 5309.377441
	Iteration 16Q: 3 clusters Score -8225556 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -8225594.500000 Penalty: 5309.377441
	Iteration 17Q: 3 clusters Score -8225594 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -8225596.000000 Penalty: 5309.377441
	Iteration 18Q: 3 clusters Score -8225596 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -8225598.000000 Penalty: 5309.377441
	Iteration 19Q: 3 clusters Score -8225598 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -8225625.500000 Penalty: 5309.377441
	Iteration 20F: 3 clusters Score -8225626 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -8225661.500000 Penalty: 5309.377441
	Iteration 21Q: 3 clusters Score -8225662 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -8225678.000000 Penalty: 5309.377441
	Iteration 22Q: 3 clusters Score -8225678 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -8225687.000000 Penalty: 5309.377441
	Iteration 23Q: 3 clusters Score -8225687 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -8225704.500000 Penalty: 5309.377441
	Iteration 24Q: 3 clusters Score -8225704 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -8225736.500000 Penalty: 5309.377441
	Iteration 25Q: 3 clusters Score -8225736 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -8225769.500000 Penalty: 5309.377441
	Iteration 26Q: 3 clusters Score -8225770 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -8225763.500000 Penalty: 5309.377441
	Iteration 27Q: 3 clusters Score -8225764 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -8225810.500000 Penalty: 5309.377441
	Iteration 28Q: 3 clusters Score -8225810 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -8225866.000000 Penalty: 5309.377441
	Iteration 29Q: 3 clusters Score -8225866 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -8225879.000000 Penalty: 5309.377441
	Iteration 30Q: 3 clusters Score -8225879 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -8225907.000000 Penalty: 5309.377441
	Iteration 31Q: 3 clusters Score -8225907 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -8225935.000000 Penalty: 5309.377441
	Iteration 32Q: 3 clusters Score -8225935 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -8225953.000000 Penalty: 5309.377441
	Iteration 33Q: 3 clusters Score -8225953 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -8225991.000000 Penalty: 5309.377441
	Iteration 34Q: 3 clusters Score -8225991 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -8226038.000000 Penalty: 5309.377441
	Iteration 35Q: 3 clusters Score -8226038 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -8226066.000000 Penalty: 5309.377441
	Iteration 36Q: 3 clusters Score -8226066 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -8226083.000000 Penalty: 5309.377441
	Iteration 37Q: 3 clusters Score -8226083 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -8226090.000000 Penalty: 5309.377441
	Iteration 38Q: 3 clusters Score -8226090 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -8226117.000000 Penalty: 5309.377441
	Iteration 39Q: 3 clusters Score -8226117 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -8226128.500000 Penalty: 5309.377441
	Iteration 40F: 3 clusters Score -8226128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -8226148.000000 Penalty: 5309.377441
	Iteration 41Q: 3 clusters Score -8226148 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -8226158.500000 Penalty: 5309.377441
	Iteration 42Q: 3 clusters Score -8226158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -8226186.000000 Penalty: 5309.377441
	Iteration 43Q: 3 clusters Score -8226186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -8226197.500000 Penalty: 5309.377441
	Iteration 44Q: 3 clusters Score -8226198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -8226216.500000 Penalty: 5309.377441
	Iteration 45Q: 3 clusters Score -8226216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -8226206.500000 Penalty: 5309.377441
	Iteration 46Q: 3 clusters Score -8226206 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -8226215.000000 Penalty: 5309.377441
	Iteration 47Q: 3 clusters Score -8226215 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -8226221.500000 Penalty: 5309.377441
	Iteration 48Q: 3 clusters Score -8226222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -8226216.000000 Penalty: 5309.377441
	Iteration 49Q: 3 clusters Score -8226216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -8226223.500000 Penalty: 5309.377441
	Iteration 50Q: 3 clusters Score -8226224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -8226232.500000 Penalty: 5309.377441
	Iteration 51Q: 3 clusters Score -8226232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -8226246.500000 Penalty: 5309.377441
	Iteration 52Q: 3 clusters Score -8226246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -8226247.000000 Penalty: 5309.377441
	Iteration 53Q: 3 clusters Score -8226247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -8226262.500000 Penalty: 5309.377441
	Iteration 54Q: 3 clusters Score -8226262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -8226254.000000 Penalty: 5309.377441
	Iteration 55Q: 3 clusters Score -8226254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -8226263.500000 Penalty: 5309.377441
	Iteration 56Q: 3 clusters Score -8226264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -8226264.500000 Penalty: 5309.377441
	Iteration 57Q: 3 clusters Score -8226264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -8226281.000000 Penalty: 5309.377441
	Iteration 58Q: 3 clusters Score -8226281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -8226284.500000 Penalty: 5309.377441
	Iteration 59Q: 3 clusters Score -8226284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -8226294.000000 Penalty: 5309.377441
	Iteration 60F: 3 clusters Score -8226294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -8226287.000000 Penalty: 5309.377441
	Iteration 61Q: 3 clusters Score -8226287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -8226295.500000 Penalty: 5309.377441
	Iteration 62Q: 3 clusters Score -8226296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -8226302.500000 Penalty: 5309.377441
	Iteration 63Q: 3 clusters Score -8226302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -8226322.500000 Penalty: 5309.377441
	Iteration 64Q: 3 clusters Score -8226322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -8226316.500000 Penalty: 5309.377441
	Iteration 65Q: 3 clusters Score -8226316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -8226322.500000 Penalty: 5309.377441
	Iteration 66Q: 3 clusters Score -8226322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -8226334.500000 Penalty: 5309.377441
	Iteration 67Q: 3 clusters Score -8226334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -8226333.000000 Penalty: 5309.377441
	Iteration 68Q: 3 clusters Score -8226333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -8226341.500000 Penalty: 5309.377441
	Iteration 69Q: 3 clusters Score -8226342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -8226338.500000 Penalty: 5309.377441
	Iteration 70Q: 3 clusters Score -8226338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -8226339.000000 Penalty: 5309.377441
	Iteration 71Q: 3 clusters Score -8226339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -8226349.000000 Penalty: 5309.377441
	Iteration 72Q: 3 clusters Score -8226349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -8226347.500000 Penalty: 5309.377441
	Iteration 73Q: 3 clusters Score -8226348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -8226339.000000 Penalty: 5309.377441
	Iteration 74Q: 3 clusters Score -8226339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -8226344.500000 Penalty: 5309.377441
	Iteration 75Q: 3 clusters Score -8226344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -8226337.000000 Penalty: 5309.377441
	Iteration 76Q: 3 clusters Score -8226337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -8226340.500000 Penalty: 5309.377441
	Iteration 77Q: 3 clusters Score -8226340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -8226339.500000 Penalty: 5309.377441
	Iteration 78Q: 3 clusters Score -8226340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -8226335.000000 Penalty: 5309.377441
	Iteration 79Q: 3 clusters Score -8226335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -8226342.000000 Penalty: 5309.377441
	Iteration 80F: 3 clusters Score -8226342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -8226332.000000 Penalty: 5309.377441
	Iteration 81Q: 3 clusters Score -8226332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -8226336.000000 Penalty: 5309.377441
	Iteration 82Q: 3 clusters Score -8226336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -8226331.000000 Penalty: 5309.377441
	Iteration 83Q: 3 clusters Score -8226331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -8226321.500000 Penalty: 5309.377441
	Iteration 84Q: 3 clusters Score -8226322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -8226323.000000 Penalty: 5309.377441
	Iteration 85Q: 3 clusters Score -8226323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -8226329.000000 Penalty: 5309.377441
	Iteration 86Q: 3 clusters Score -8226329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -8226325.500000 Penalty: 5309.377441
	Iteration 87Q: 3 clusters Score -8226326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -8226327.000000 Penalty: 5309.377441
	Iteration 88Q: 3 clusters Score -8226327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -8226337.500000 Penalty: 5309.377441
	Iteration 89Q: 3 clusters Score -8226338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -8226332.500000 Penalty: 5309.377441
	Iteration 90Q: 3 clusters Score -8226332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -8226347.000000 Penalty: 5309.377441
	Iteration 91Q: 3 clusters Score -8226347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -8226344.500000 Penalty: 5309.377441
	Iteration 92Q: 3 clusters Score -8226344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -8226345.500000 Penalty: 5309.377441
	Iteration 93Q: 3 clusters Score -8226346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -8226348.500000 Penalty: 5309.377441
	Iteration 94Q: 3 clusters Score -8226348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -8226350.500000 Penalty: 5309.377441
	Iteration 95Q: 3 clusters Score -8226350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -8226349.500000 Penalty: 5309.377441
	Iteration 96Q: 3 clusters Score -8226350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -8226352.500000 Penalty: 5309.377441
	Iteration 97Q: 3 clusters Score -8226352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -8226351.500000 Penalty: 5309.377441
	Iteration 98Q: 3 clusters Score -8226352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -8226353.000000 Penalty: 5309.377441
	Iteration 99Q: 3 clusters Score -8226353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -8226355.500000 Penalty: 5309.377441
	Iteration 100F: 3 clusters Score -8226356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -171761.812500 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -171761.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -169784.031250 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -169784 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -170329.250000 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -170329.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -170607.968750 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -170608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -170768.953125 Penalty: 3474.421387
	Iteration 3F: 3 clusters Score -170769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -170895.562500 Penalty: 3474.421387
	Iteration 4Q: 3 clusters Score -170895.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -170967.000000 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -170967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -171019.156250 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -171019.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -171044.781250 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -171044.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -171071.468750 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -171071.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -171104.687500 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -171104.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -171121.968750 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -171122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -171133.921875 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -171133.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -171145.390625 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -171145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -171152.031250 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -171152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -171159.390625 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -171159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -171171.046875 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -171171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -171187.078125 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -171187.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -171215.781250 Penalty: 3474.421387
	Iteration 17Q: 3 clusters Score -171215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -171236.906250 Penalty: 3474.421387
	Iteration 18Q: 3 clusters Score -171236.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -171250.437500 Penalty: 3474.421387
	Iteration 19Q: 3 clusters Score -171250.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -171268.312500 Penalty: 3474.421387
	Iteration 20F: 3 clusters Score -171268.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -171294.875000 Penalty: 3474.421387
	Iteration 21Q: 3 clusters Score -171294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -171308.656250 Penalty: 3474.421387
	Iteration 22Q: 3 clusters Score -171308.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -171320.546875 Penalty: 3474.421387
	Iteration 23Q: 3 clusters Score -171320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -171334.781250 Penalty: 3474.421387
	Iteration 24Q: 3 clusters Score -171334.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -171340.390625 Penalty: 3474.421387
	Iteration 25Q: 3 clusters Score -171340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -171352.078125 Penalty: 3474.421387
	Iteration 26Q: 3 clusters Score -171352.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -171361.343750 Penalty: 3474.421387
	Iteration 27Q: 3 clusters Score -171361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -171369.828125 Penalty: 3474.421387
	Iteration 28Q: 3 clusters Score -171369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -171375.406250 Penalty: 3474.421387
	Iteration 29Q: 3 clusters Score -171375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -171377.656250 Penalty: 3474.421387
	Iteration 30Q: 3 clusters Score -171377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -171382.750000 Penalty: 3474.421387
	Iteration 31Q: 3 clusters Score -171382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -171393.328125 Penalty: 3474.421387
	Iteration 32Q: 3 clusters Score -171393.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -171401.187500 Penalty: 3474.421387
	Iteration 33Q: 3 clusters Score -171401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -171408.406250 Penalty: 3474.421387
	Iteration 34Q: 3 clusters Score -171408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -171416.859375 Penalty: 3474.421387
	Iteration 35Q: 3 clusters Score -171416.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -171422.062500 Penalty: 3474.421387
	Iteration 36Q: 3 clusters Score -171422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -171423.578125 Penalty: 3474.421387
	Iteration 37Q: 3 clusters Score -171423.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -171427.375000 Penalty: 3474.421387
	Iteration 38Q: 3 clusters Score -171427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -171442.437500 Penalty: 3474.421387
	Iteration 39Q: 3 clusters Score -171442.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -171478.437500 Penalty: 3474.421387
	Iteration 40F: 3 clusters Score -171478.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -171558.843750 Penalty: 3474.421387
	Iteration 41Q: 3 clusters Score -171558.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -171637.468750 Penalty: 3474.421387
	Iteration 42Q: 3 clusters Score -171637.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -171755.468750 Penalty: 3474.421387
	Iteration 43Q: 3 clusters Score -171755.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -171825.734375 Penalty: 3474.421387
	Iteration 44Q: 3 clusters Score -171825.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -171872.687500 Penalty: 3474.421387
	Iteration 45Q: 3 clusters Score -171872.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -171898.015625 Penalty: 3474.421387
	Iteration 46Q: 3 clusters Score -171898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -171908.703125 Penalty: 3474.421387
	Iteration 47Q: 3 clusters Score -171908.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -171911.265625 Penalty: 3474.421387
	Iteration 48Q: 3 clusters Score -171911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -171916.578125 Penalty: 3474.421387
	Iteration 49Q: 3 clusters Score -171916.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -171916.578125 Penalty: 3474.421387
	Iteration 50F: 3 clusters Score -171916.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 44551 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 50192 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 48180 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 46402 members 
Mstep: Class 9 contains 46103 members 
Mstep: Class 10 contains 50201 members 
Mstep: Class 11 contains 1032 members 
Mstep: Class 12 contains 48573 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 42492 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 57489 members 
Mstep: Class 17 contains 43178 members 
Mstep: Class 18 contains 43316 members 
Mstep: Class 19 contains 44484 members 
Mstep: Class 20 contains 32998 members 
Mstep: Class 21 contains 47403 members 
Mstep: Class 22 contains 319 members 
Entering Unmasked Estep 
Score: -126894088.000000 Penalty: 73421.343750
Splitting cluster 3 changes total score from -126895560.000000 to -126894088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (50192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Entering Unmasked Estep 
Score: -9292660.000000 Penalty: 2684.255615
	Iteration 0F: 2 clusters Score -9292660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -9264159.000000 Penalty: 5368.511230
	Iteration 0F: 3 clusters Score -9264159 nChanged 23008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -9276551.000000 Penalty: 5368.511230
	Iteration 1F: 3 clusters Score -9276551 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -9276964.000000 Penalty: 5368.511230
	Iteration 2Q: 3 clusters Score -9276964 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -9277351.000000 Penalty: 5368.511230
	Iteration 3Q: 3 clusters Score -9277351 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -9277666.000000 Penalty: 5368.511230
	Iteration 4Q: 3 clusters Score -9277666 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -9278075.000000 Penalty: 5368.511230
	Iteration 5Q: 3 clusters Score -9278075 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -9278630.000000 Penalty: 5368.511230
	Iteration 6Q: 3 clusters Score -9278630 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -9279377.000000 Penalty: 5368.511230
	Iteration 7Q: 3 clusters Score -9279377 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -9280370.000000 Penalty: 5368.511230
	Iteration 8Q: 3 clusters Score -9280370 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -9281728.000000 Penalty: 5368.511230
	Iteration 9Q: 3 clusters Score -9281728 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -9283536.000000 Penalty: 5368.511230
	Iteration 10F: 3 clusters Score -9283536 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -9285763.000000 Penalty: 5368.511230
	Iteration 11F: 3 clusters Score -9285763 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -9288076.000000 Penalty: 5368.511230
	Iteration 12F: 3 clusters Score -9288076 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -9289643.000000 Penalty: 5368.511230
	Iteration 13F: 3 clusters Score -9289643 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -9290388.000000 Penalty: 5368.511230
	Iteration 14Q: 3 clusters Score -9290388 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -9290793.000000 Penalty: 5368.511230
	Iteration 15Q: 3 clusters Score -9290793 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -9290945.000000 Penalty: 5368.511230
	Iteration 16Q: 3 clusters Score -9290945 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -9291016.000000 Penalty: 5368.511230
	Iteration 17Q: 3 clusters Score -9291016 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -9291073.000000 Penalty: 5368.511230
	Iteration 18Q: 3 clusters Score -9291073 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 48415 members 
Entering Unmasked Estep 
Score: -9291045.000000 Penalty: 5368.511230
	Iteration 19Q: 3 clusters Score -9291045 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -9291045.000000 Penalty: 5368.511230
	Iteration 20F: 3 clusters Score -9291045 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -9291022.000000 Penalty: 5368.511230
	Iteration 21Q: 3 clusters Score -9291022 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -9291036.000000 Penalty: 5368.511230
	Iteration 22Q: 3 clusters Score -9291036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -9291050.000000 Penalty: 5368.511230
	Iteration 23Q: 3 clusters Score -9291050 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -9291065.000000 Penalty: 5368.511230
	Iteration 24Q: 3 clusters Score -9291065 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -9291076.000000 Penalty: 5368.511230
	Iteration 25Q: 3 clusters Score -9291076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -9291070.000000 Penalty: 5368.511230
	Iteration 26Q: 3 clusters Score -9291070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -9291090.000000 Penalty: 5368.511230
	Iteration 27Q: 3 clusters Score -9291090 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -9291086.000000 Penalty: 5368.511230
	Iteration 28Q: 3 clusters Score -9291086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -9291096.000000 Penalty: 5368.511230
	Iteration 29Q: 3 clusters Score -9291096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -9291108.000000 Penalty: 5368.511230
	Iteration 30Q: 3 clusters Score -9291108 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -9291096.000000 Penalty: 5368.511230
	Iteration 31Q: 3 clusters Score -9291096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -9291104.000000 Penalty: 5368.511230
	Iteration 32Q: 3 clusters Score -9291104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -9291119.000000 Penalty: 5368.511230
	Iteration 33Q: 3 clusters Score -9291119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -9291114.000000 Penalty: 5368.511230
	Iteration 34Q: 3 clusters Score -9291114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -9291120.000000 Penalty: 5368.511230
	Iteration 35Q: 3 clusters Score -9291120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -9291116.000000 Penalty: 5368.511230
	Iteration 36Q: 3 clusters Score -9291116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -9291111.000000 Penalty: 5368.511230
	Iteration 37Q: 3 clusters Score -9291111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -9291114.000000 Penalty: 5368.511230
	Iteration 38Q: 3 clusters Score -9291114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -9291105.000000 Penalty: 5368.511230
	Iteration 39Q: 3 clusters Score -9291105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -9291102.000000 Penalty: 5368.511230
	Iteration 40F: 3 clusters Score -9291102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -9291108.000000 Penalty: 5368.511230
	Iteration 41Q: 3 clusters Score -9291108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -9291114.000000 Penalty: 5368.511230
	Iteration 42Q: 3 clusters Score -9291114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 49094 members 
Entering Unmasked Estep 
Score: -9291126.000000 Penalty: 5368.511230
	Iteration 43Q: 3 clusters Score -9291126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -9291123.000000 Penalty: 5368.511230
	Iteration 44Q: 3 clusters Score -9291123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -9291125.000000 Penalty: 5368.511230
	Iteration 45Q: 3 clusters Score -9291125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -9291124.000000 Penalty: 5368.511230
	Iteration 46Q: 3 clusters Score -9291124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -9291126.000000 Penalty: 5368.511230
	Iteration 47Q: 3 clusters Score -9291126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -9291126.000000 Penalty: 5368.511230
	Iteration 48F: 3 clusters Score -9291126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -440631.687500 Penalty: 1947.693970
	Iteration 0F: 2 clusters Score -440631.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -437650.687500 Penalty: 3895.387939
	Iteration 0F: 3 clusters Score -437650.7 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -438256.500000 Penalty: 3895.387939
	Iteration 1F: 3 clusters Score -438256.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -438485.125000 Penalty: 3895.387939
	Iteration 2F: 3 clusters Score -438485.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -438629.968750 Penalty: 3895.387939
	Iteration 3F: 3 clusters Score -438630 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -438730.656250 Penalty: 3895.387939
	Iteration 4Q: 3 clusters Score -438730.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -438821.937500 Penalty: 3895.387939
	Iteration 5Q: 3 clusters Score -438821.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -438908.031250 Penalty: 3895.387939
	Iteration 6Q: 3 clusters Score -438908 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -438985.437500 Penalty: 3895.387939
	Iteration 7Q: 3 clusters Score -438985.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -439044.968750 Penalty: 3895.387939
	Iteration 8Q: 3 clusters Score -439045 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -439107.781250 Penalty: 3895.387939
	Iteration 9Q: 3 clusters Score -439107.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -439161.437500 Penalty: 3895.387939
	Iteration 10Q: 3 clusters Score -439161.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -439200.093750 Penalty: 3895.387939
	Iteration 11Q: 3 clusters Score -439200.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -439227.531250 Penalty: 3895.387939
	Iteration 12Q: 3 clusters Score -439227.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -439249.718750 Penalty: 3895.387939
	Iteration 13Q: 3 clusters Score -439249.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -439269.093750 Penalty: 3895.387939
	Iteration 14Q: 3 clusters Score -439269.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -439287.687500 Penalty: 3895.387939
	Iteration 15Q: 3 clusters Score -439287.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -439304.687500 Penalty: 3895.387939
	Iteration 16Q: 3 clusters Score -439304.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -439320.312500 Penalty: 3895.387939
	Iteration 17Q: 3 clusters Score -439320.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -439332.656250 Penalty: 3895.387939
	Iteration 18Q: 3 clusters Score -439332.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -439345.125000 Penalty: 3895.387939
	Iteration 19Q: 3 clusters Score -439345.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -439357.125000 Penalty: 3895.387939
	Iteration 20F: 3 clusters Score -439357.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -439366.625000 Penalty: 3895.387939
	Iteration 21Q: 3 clusters Score -439366.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -439381.250000 Penalty: 3895.387939
	Iteration 22Q: 3 clusters Score -439381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -439388.156250 Penalty: 3895.387939
	Iteration 23Q: 3 clusters Score -439388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -439393.937500 Penalty: 3895.387939
	Iteration 24Q: 3 clusters Score -439393.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -439400.156250 Penalty: 3895.387939
	Iteration 25Q: 3 clusters Score -439400.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -439407.843750 Penalty: 3895.387939
	Iteration 26Q: 3 clusters Score -439407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -439416.281250 Penalty: 3895.387939
	Iteration 27Q: 3 clusters Score -439416.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -439432.093750 Penalty: 3895.387939
	Iteration 28Q: 3 clusters Score -439432.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -439443.906250 Penalty: 3895.387939
	Iteration 29Q: 3 clusters Score -439443.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -439458.218750 Penalty: 3895.387939
	Iteration 30Q: 3 clusters Score -439458.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -439463.750000 Penalty: 3895.387939
	Iteration 31Q: 3 clusters Score -439463.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -439471.562500 Penalty: 3895.387939
	Iteration 32Q: 3 clusters Score -439471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -439472.531250 Penalty: 3895.387939
	Iteration 33Q: 3 clusters Score -439472.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -439473.062500 Penalty: 3895.387939
	Iteration 34Q: 3 clusters Score -439473.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -439473.812500 Penalty: 3895.387939
	Iteration 35Q: 3 clusters Score -439473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -439473.812500 Penalty: 3895.387939
	Iteration 36F: 3 clusters Score -439473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Entering Unmasked Estep 
Score: -8947852.000000 Penalty: 2674.109375
	Iteration 0F: 2 clusters Score -8947852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -8918687.000000 Penalty: 5348.218750
	Iteration 0F: 3 clusters Score -8918687 nChanged 22293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -8931346.000000 Penalty: 5348.218750
	Iteration 1F: 3 clusters Score -8931346 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -8932252.000000 Penalty: 5348.218750
	Iteration 2Q: 3 clusters Score -8932252 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -8933549.000000 Penalty: 5348.218750
	Iteration 3F: 3 clusters Score -8933549 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -8935265.000000 Penalty: 5348.218750
	Iteration 4F: 3 clusters Score -8935265 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -8937625.000000 Penalty: 5348.218750
	Iteration 5F: 3 clusters Score -8937625 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -8940332.000000 Penalty: 5348.218750
	Iteration 6F: 3 clusters Score -8940332 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -8942986.000000 Penalty: 5348.218750
	Iteration 7F: 3 clusters Score -8942986 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -8944717.000000 Penalty: 5348.218750
	Iteration 8F: 3 clusters Score -8944717 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -8945566.000000 Penalty: 5348.218750
	Iteration 9Q: 3 clusters Score -8945566 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -8945789.000000 Penalty: 5348.218750
	Iteration 10Q: 3 clusters Score -8945789 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -8945891.000000 Penalty: 5348.218750
	Iteration 11Q: 3 clusters Score -8945891 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -8945989.000000 Penalty: 5348.218750
	Iteration 12Q: 3 clusters Score -8945989 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -8946034.000000 Penalty: 5348.218750
	Iteration 13Q: 3 clusters Score -8946034 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -8946106.000000 Penalty: 5348.218750
	Iteration 14Q: 3 clusters Score -8946106 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -8946210.000000 Penalty: 5348.218750
	Iteration 15Q: 3 clusters Score -8946210 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -8946282.000000 Penalty: 5348.218750
	Iteration 16Q: 3 clusters Score -8946282 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -8946381.000000 Penalty: 5348.218750
	Iteration 17Q: 3 clusters Score -8946381 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -8946466.000000 Penalty: 5348.218750
	Iteration 18Q: 3 clusters Score -8946466 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -8946537.000000 Penalty: 5348.218750
	Iteration 19Q: 3 clusters Score -8946537 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -8946607.000000 Penalty: 5348.218750
	Iteration 20F: 3 clusters Score -8946607 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -8946726.000000 Penalty: 5348.218750
	Iteration 21Q: 3 clusters Score -8946726 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -8946825.000000 Penalty: 5348.218750
	Iteration 22Q: 3 clusters Score -8946825 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -8946936.000000 Penalty: 5348.218750
	Iteration 23Q: 3 clusters Score -8946936 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -8947026.000000 Penalty: 5348.218750
	Iteration 24Q: 3 clusters Score -8947026 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -8947151.000000 Penalty: 5348.218750
	Iteration 25Q: 3 clusters Score -8947151 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -8947140.000000 Penalty: 5348.218750
	Iteration 26Q: 3 clusters Score -8947140 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -8947117.000000 Penalty: 5348.218750
	Iteration 27Q: 3 clusters Score -8947117 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -8947000.000000 Penalty: 5348.218750
	Iteration 28Q: 3 clusters Score -8947000 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -8946830.000000 Penalty: 5348.218750
	Iteration 29Q: 3 clusters Score -8946830 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -8946732.000000 Penalty: 5348.218750
	Iteration 30Q: 3 clusters Score -8946732 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -8946630.000000 Penalty: 5348.218750
	Iteration 31Q: 3 clusters Score -8946630 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -8946478.000000 Penalty: 5348.218750
	Iteration 32Q: 3 clusters Score -8946478 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -8946329.000000 Penalty: 5348.218750
	Iteration 33Q: 3 clusters Score -8946329 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -8946217.000000 Penalty: 5348.218750
	Iteration 34Q: 3 clusters Score -8946217 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -8946148.000000 Penalty: 5348.218750
	Iteration 35Q: 3 clusters Score -8946148 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -8946032.000000 Penalty: 5348.218750
	Iteration 36Q: 3 clusters Score -8946032 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -8945965.000000 Penalty: 5348.218750
	Iteration 37Q: 3 clusters Score -8945965 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -8945923.000000 Penalty: 5348.218750
	Iteration 38Q: 3 clusters Score -8945923 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -8945926.000000 Penalty: 5348.218750
	Iteration 39Q: 3 clusters Score -8945926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -8945939.000000 Penalty: 5348.218750
	Iteration 40F: 3 clusters Score -8945939 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -8945878.000000 Penalty: 5348.218750
	Iteration 41Q: 3 clusters Score -8945878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -8945840.000000 Penalty: 5348.218750
	Iteration 42Q: 3 clusters Score -8945840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -8945828.000000 Penalty: 5348.218750
	Iteration 43Q: 3 clusters Score -8945828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -8945817.000000 Penalty: 5348.218750
	Iteration 44Q: 3 clusters Score -8945817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -8945808.000000 Penalty: 5348.218750
	Iteration 45Q: 3 clusters Score -8945808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 47903 members 
Entering Unmasked Estep 
Score: -8945802.000000 Penalty: 5348.218750
	Iteration 46Q: 3 clusters Score -8945802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -8945824.000000 Penalty: 5348.218750
	Iteration 47Q: 3 clusters Score -8945824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -8945815.000000 Penalty: 5348.218750
	Iteration 48Q: 3 clusters Score -8945815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -8945815.000000 Penalty: 5348.218750
	Iteration 49Q: 3 clusters Score -8945815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -8945818.000000 Penalty: 5348.218750
	Iteration 50Q: 3 clusters Score -8945818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -8945825.000000 Penalty: 5348.218750
	Iteration 51Q: 3 clusters Score -8945825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -8945822.000000 Penalty: 5348.218750
	Iteration 52Q: 3 clusters Score -8945822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -8945832.000000 Penalty: 5348.218750
	Iteration 53Q: 3 clusters Score -8945832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -8945825.000000 Penalty: 5348.218750
	Iteration 54Q: 3 clusters Score -8945825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -8945836.000000 Penalty: 5348.218750
	Iteration 55Q: 3 clusters Score -8945836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -8945835.000000 Penalty: 5348.218750
	Iteration 56Q: 3 clusters Score -8945835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -8945832.000000 Penalty: 5348.218750
	Iteration 57Q: 3 clusters Score -8945832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -8945832.000000 Penalty: 5348.218750
	Iteration 58F: 3 clusters Score -8945832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -53932.968750 Penalty: 1431.317383
	Iteration 0F: 2 clusters Score -53932.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52741.492188 Penalty: 2862.634766
	Iteration 0F: 3 clusters Score -52741.49 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -53009.105469 Penalty: 2862.634766
	Iteration 1F: 3 clusters Score -53009.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -53192.093750 Penalty: 2862.634766
	Iteration 2F: 3 clusters Score -53192.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53308.628906 Penalty: 2862.634766
	Iteration 3Q: 3 clusters Score -53308.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53433.222656 Penalty: 2862.634766
	Iteration 4Q: 3 clusters Score -53433.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -53484.148438 Penalty: 2862.634766
	Iteration 5Q: 3 clusters Score -53484.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53559.886719 Penalty: 2862.634766
	Iteration 6Q: 3 clusters Score -53559.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53560.347656 Penalty: 2862.634766
	Iteration 7F: 3 clusters Score -53560.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -53567.738281 Penalty: 2862.634766
	Iteration 8Q: 3 clusters Score -53567.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -53567.738281 Penalty: 2862.634766
	Iteration 9F: 3 clusters Score -53567.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Entering Unmasked Estep 
Score: -8597346.000000 Penalty: 2664.784424
	Iteration 0F: 2 clusters Score -8597346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -8568026.000000 Penalty: 5329.568848
	Iteration 0F: 3 clusters Score -8568026 nChanged 21362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -8579902.000000 Penalty: 5329.568848
	Iteration 1F: 3 clusters Score -8579902 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -8580465.000000 Penalty: 5329.568848
	Iteration 2Q: 3 clusters Score -8580465 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -8581139.000000 Penalty: 5329.568848
	Iteration 3Q: 3 clusters Score -8581139 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -8581797.000000 Penalty: 5329.568848
	Iteration 4Q: 3 clusters Score -8581797 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -8582525.000000 Penalty: 5329.568848
	Iteration 5Q: 3 clusters Score -8582525 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -8583511.000000 Penalty: 5329.568848
	Iteration 6Q: 3 clusters Score -8583511 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -8584795.000000 Penalty: 5329.568848
	Iteration 7Q: 3 clusters Score -8584795 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -8586319.000000 Penalty: 5329.568848
	Iteration 8F: 3 clusters Score -8586319 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -8588023.000000 Penalty: 5329.568848
	Iteration 9F: 3 clusters Score -8588023 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -8589550.000000 Penalty: 5329.568848
	Iteration 10Q: 3 clusters Score -8589550 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -8590888.000000 Penalty: 5329.568848
	Iteration 11Q: 3 clusters Score -8590888 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -8591940.000000 Penalty: 5329.568848
	Iteration 12Q: 3 clusters Score -8591940 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -8592701.000000 Penalty: 5329.568848
	Iteration 13Q: 3 clusters Score -8592701 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -8593207.000000 Penalty: 5329.568848
	Iteration 14Q: 3 clusters Score -8593207 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -8593536.000000 Penalty: 5329.568848
	Iteration 15Q: 3 clusters Score -8593536 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -8593892.000000 Penalty: 5329.568848
	Iteration 16Q: 3 clusters Score -8593892 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -8594237.000000 Penalty: 5329.568848
	Iteration 17Q: 3 clusters Score -8594237 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -8594512.000000 Penalty: 5329.568848
	Iteration 18Q: 3 clusters Score -8594512 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -8594753.000000 Penalty: 5329.568848
	Iteration 19Q: 3 clusters Score -8594753 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -8594862.000000 Penalty: 5329.568848
	Iteration 20F: 3 clusters Score -8594862 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8595009.000000 Penalty: 5329.568848
	Iteration 21Q: 3 clusters Score -8595009 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -8595079.000000 Penalty: 5329.568848
	Iteration 22Q: 3 clusters Score -8595079 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -8595136.000000 Penalty: 5329.568848
	Iteration 23Q: 3 clusters Score -8595136 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -8595178.000000 Penalty: 5329.568848
	Iteration 24Q: 3 clusters Score -8595178 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -8595205.000000 Penalty: 5329.568848
	Iteration 25Q: 3 clusters Score -8595205 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8595236.000000 Penalty: 5329.568848
	Iteration 26Q: 3 clusters Score -8595236 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -8595232.000000 Penalty: 5329.568848
	Iteration 27Q: 3 clusters Score -8595232 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -8595261.000000 Penalty: 5329.568848
	Iteration 28Q: 3 clusters Score -8595261 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -8595248.000000 Penalty: 5329.568848
	Iteration 29Q: 3 clusters Score -8595248 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -8595255.000000 Penalty: 5329.568848
	Iteration 30Q: 3 clusters Score -8595255 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8595264.000000 Penalty: 5329.568848
	Iteration 31Q: 3 clusters Score -8595264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -8595267.000000 Penalty: 5329.568848
	Iteration 32Q: 3 clusters Score -8595267 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -8595269.000000 Penalty: 5329.568848
	Iteration 33Q: 3 clusters Score -8595269 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -8595284.000000 Penalty: 5329.568848
	Iteration 34Q: 3 clusters Score -8595284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -8595291.000000 Penalty: 5329.568848
	Iteration 35Q: 3 clusters Score -8595291 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -8595294.000000 Penalty: 5329.568848
	Iteration 36Q: 3 clusters Score -8595294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -8595310.000000 Penalty: 5329.568848
	Iteration 37Q: 3 clusters Score -8595310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -8595309.000000 Penalty: 5329.568848
	Iteration 38Q: 3 clusters Score -8595309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -8595298.000000 Penalty: 5329.568848
	Iteration 39Q: 3 clusters Score -8595298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -8595307.000000 Penalty: 5329.568848
	Iteration 40F: 3 clusters Score -8595307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -8595316.000000 Penalty: 5329.568848
	Iteration 41Q: 3 clusters Score -8595316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -8595324.000000 Penalty: 5329.568848
	Iteration 42Q: 3 clusters Score -8595324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -8595337.000000 Penalty: 5329.568848
	Iteration 43Q: 3 clusters Score -8595337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -8595332.000000 Penalty: 5329.568848
	Iteration 44Q: 3 clusters Score -8595332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8595346.000000 Penalty: 5329.568848
	Iteration 45Q: 3 clusters Score -8595346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -8595340.000000 Penalty: 5329.568848
	Iteration 46Q: 3 clusters Score -8595340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -8595332.000000 Penalty: 5329.568848
	Iteration 47Q: 3 clusters Score -8595332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -8595337.000000 Penalty: 5329.568848
	Iteration 48Q: 3 clusters Score -8595337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -8595325.000000 Penalty: 5329.568848
	Iteration 49Q: 3 clusters Score -8595325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -8595337.000000 Penalty: 5329.568848
	Iteration 50Q: 3 clusters Score -8595337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -8595331.000000 Penalty: 5329.568848
	Iteration 51Q: 3 clusters Score -8595331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8595335.000000 Penalty: 5329.568848
	Iteration 52Q: 3 clusters Score -8595335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -8595343.000000 Penalty: 5329.568848
	Iteration 53Q: 3 clusters Score -8595343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -8595347.000000 Penalty: 5329.568848
	Iteration 54Q: 3 clusters Score -8595347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -8595345.000000 Penalty: 5329.568848
	Iteration 55Q: 3 clusters Score -8595345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -8595349.000000 Penalty: 5329.568848
	Iteration 56Q: 3 clusters Score -8595349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -8595345.000000 Penalty: 5329.568848
	Iteration 57Q: 3 clusters Score -8595345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -8595353.000000 Penalty: 5329.568848
	Iteration 58Q: 3 clusters Score -8595353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -8595357.000000 Penalty: 5329.568848
	Iteration 59Q: 3 clusters Score -8595357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -8595368.000000 Penalty: 5329.568848
	Iteration 60F: 3 clusters Score -8595368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -8595363.000000 Penalty: 5329.568848
	Iteration 61Q: 3 clusters Score -8595363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -8595365.000000 Penalty: 5329.568848
	Iteration 62Q: 3 clusters Score -8595365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -8595368.000000 Penalty: 5329.568848
	Iteration 63Q: 3 clusters Score -8595368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -8595386.000000 Penalty: 5329.568848
	Iteration 64Q: 3 clusters Score -8595386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -8595379.000000 Penalty: 5329.568848
	Iteration 65Q: 3 clusters Score -8595379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -8595375.000000 Penalty: 5329.568848
	Iteration 66Q: 3 clusters Score -8595375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -8595375.000000 Penalty: 5329.568848
	Iteration 67Q: 3 clusters Score -8595375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -8595383.000000 Penalty: 5329.568848
	Iteration 68Q: 3 clusters Score -8595383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -8595387.000000 Penalty: 5329.568848
	Iteration 69Q: 3 clusters Score -8595387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -8595383.000000 Penalty: 5329.568848
	Iteration 70Q: 3 clusters Score -8595383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -8595384.000000 Penalty: 5329.568848
	Iteration 71Q: 3 clusters Score -8595384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -8595382.000000 Penalty: 5329.568848
	Iteration 72Q: 3 clusters Score -8595382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -8595379.000000 Penalty: 5329.568848
	Iteration 73Q: 3 clusters Score -8595379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -8595384.000000 Penalty: 5329.568848
	Iteration 74Q: 3 clusters Score -8595384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -8595386.000000 Penalty: 5329.568848
	Iteration 75Q: 3 clusters Score -8595386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -8595390.000000 Penalty: 5329.568848
	Iteration 76Q: 3 clusters Score -8595390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -8595388.000000 Penalty: 5329.568848
	Iteration 77Q: 3 clusters Score -8595388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -8595386.000000 Penalty: 5329.568848
	Iteration 78Q: 3 clusters Score -8595386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -8595385.000000 Penalty: 5329.568848
	Iteration 79Q: 3 clusters Score -8595385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -8595390.000000 Penalty: 5329.568848
	Iteration 80F: 3 clusters Score -8595390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -8595390.000000 Penalty: 5329.568848
	Iteration 81Q: 3 clusters Score -8595390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -8595390.000000 Penalty: 5329.568848
	Iteration 82Q: 3 clusters Score -8595390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -8595394.000000 Penalty: 5329.568848
	Iteration 83Q: 3 clusters Score -8595394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -8595398.000000 Penalty: 5329.568848
	Iteration 84Q: 3 clusters Score -8595398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -8595392.000000 Penalty: 5329.568848
	Iteration 85Q: 3 clusters Score -8595392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -8595387.000000 Penalty: 5329.568848
	Iteration 86Q: 3 clusters Score -8595387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -8595380.000000 Penalty: 5329.568848
	Iteration 87Q: 3 clusters Score -8595380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -8595387.000000 Penalty: 5329.568848
	Iteration 88Q: 3 clusters Score -8595387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -8595394.000000 Penalty: 5329.568848
	Iteration 89Q: 3 clusters Score -8595394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -8595395.000000 Penalty: 5329.568848
	Iteration 90Q: 3 clusters Score -8595395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -8595394.000000 Penalty: 5329.568848
	Iteration 91Q: 3 clusters Score -8595394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -8595394.000000 Penalty: 5329.568848
	Iteration 92F: 3 clusters Score -8595394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Entering Unmasked Estep 
Score: -8480455.000000 Penalty: 2663.180908
	Iteration 0F: 2 clusters Score -8480455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -8450064.000000 Penalty: 5326.361816
	Iteration 0F: 3 clusters Score -8450064 nChanged 21352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -8462296.000000 Penalty: 5326.361816
	Iteration 1F: 3 clusters Score -8462296 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -8463491.000000 Penalty: 5326.361816
	Iteration 2Q: 3 clusters Score -8463491 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -8465004.000000 Penalty: 5326.361816
	Iteration 3F: 3 clusters Score -8465004 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -8466768.000000 Penalty: 5326.361816
	Iteration 4F: 3 clusters Score -8466768 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -8469035.000000 Penalty: 5326.361816
	Iteration 5F: 3 clusters Score -8469035 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -8471928.000000 Penalty: 5326.361816
	Iteration 6F: 3 clusters Score -8471928 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -8474585.000000 Penalty: 5326.361816
	Iteration 7F: 3 clusters Score -8474585 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -8476228.000000 Penalty: 5326.361816
	Iteration 8F: 3 clusters Score -8476228 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -8477020.000000 Penalty: 5326.361816
	Iteration 9Q: 3 clusters Score -8477020 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -8477385.000000 Penalty: 5326.361816
	Iteration 10Q: 3 clusters Score -8477385 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -8477658.000000 Penalty: 5326.361816
	Iteration 11Q: 3 clusters Score -8477658 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -8477903.000000 Penalty: 5326.361816
	Iteration 12Q: 3 clusters Score -8477903 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -8478102.000000 Penalty: 5326.361816
	Iteration 13Q: 3 clusters Score -8478102 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -8478248.000000 Penalty: 5326.361816
	Iteration 14Q: 3 clusters Score -8478248 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -8478350.000000 Penalty: 5326.361816
	Iteration 15Q: 3 clusters Score -8478350 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -8478432.000000 Penalty: 5326.361816
	Iteration 16Q: 3 clusters Score -8478432 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -8478489.000000 Penalty: 5326.361816
	Iteration 17Q: 3 clusters Score -8478489 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -8478553.000000 Penalty: 5326.361816
	Iteration 18Q: 3 clusters Score -8478553 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -8478617.000000 Penalty: 5326.361816
	Iteration 19Q: 3 clusters Score -8478617 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -8478673.000000 Penalty: 5326.361816
	Iteration 20F: 3 clusters Score -8478673 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -8478726.000000 Penalty: 5326.361816
	Iteration 21Q: 3 clusters Score -8478726 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -8478755.000000 Penalty: 5326.361816
	Iteration 22Q: 3 clusters Score -8478755 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -8478820.000000 Penalty: 5326.361816
	Iteration 23Q: 3 clusters Score -8478820 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -8478853.000000 Penalty: 5326.361816
	Iteration 24Q: 3 clusters Score -8478853 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -8478904.000000 Penalty: 5326.361816
	Iteration 25Q: 3 clusters Score -8478904 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -8478958.000000 Penalty: 5326.361816
	Iteration 26Q: 3 clusters Score -8478958 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -8478972.000000 Penalty: 5326.361816
	Iteration 27Q: 3 clusters Score -8478972 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -8478976.000000 Penalty: 5326.361816
	Iteration 28Q: 3 clusters Score -8478976 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -8478989.000000 Penalty: 5326.361816
	Iteration 29Q: 3 clusters Score -8478989 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -8479021.000000 Penalty: 5326.361816
	Iteration 30Q: 3 clusters Score -8479021 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -8479042.000000 Penalty: 5326.361816
	Iteration 31Q: 3 clusters Score -8479042 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -8479080.000000 Penalty: 5326.361816
	Iteration 32Q: 3 clusters Score -8479080 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -8479110.000000 Penalty: 5326.361816
	Iteration 33Q: 3 clusters Score -8479110 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -8479089.000000 Penalty: 5326.361816
	Iteration 34Q: 3 clusters Score -8479089 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -8479100.000000 Penalty: 5326.361816
	Iteration 35Q: 3 clusters Score -8479100 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -8479139.000000 Penalty: 5326.361816
	Iteration 36Q: 3 clusters Score -8479139 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -8479209.000000 Penalty: 5326.361816
	Iteration 37Q: 3 clusters Score -8479209 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -8479254.000000 Penalty: 5326.361816
	Iteration 38Q: 3 clusters Score -8479254 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -8479261.000000 Penalty: 5326.361816
	Iteration 39Q: 3 clusters Score -8479261 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -8479270.000000 Penalty: 5326.361816
	Iteration 40F: 3 clusters Score -8479270 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -8479289.000000 Penalty: 5326.361816
	Iteration 41Q: 3 clusters Score -8479289 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -8479295.000000 Penalty: 5326.361816
	Iteration 42Q: 3 clusters Score -8479295 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -8479318.000000 Penalty: 5326.361816
	Iteration 43Q: 3 clusters Score -8479318 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -8479338.000000 Penalty: 5326.361816
	Iteration 44Q: 3 clusters Score -8479338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -8479348.000000 Penalty: 5326.361816
	Iteration 45Q: 3 clusters Score -8479348 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -8479363.000000 Penalty: 5326.361816
	Iteration 46Q: 3 clusters Score -8479363 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -8479370.000000 Penalty: 5326.361816
	Iteration 47Q: 3 clusters Score -8479370 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -8479374.000000 Penalty: 5326.361816
	Iteration 48Q: 3 clusters Score -8479374 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -8479391.000000 Penalty: 5326.361816
	Iteration 49Q: 3 clusters Score -8479391 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -8479390.000000 Penalty: 5326.361816
	Iteration 50Q: 3 clusters Score -8479390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -8479400.000000 Penalty: 5326.361816
	Iteration 51Q: 3 clusters Score -8479400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -8479414.000000 Penalty: 5326.361816
	Iteration 52Q: 3 clusters Score -8479414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -8479415.000000 Penalty: 5326.361816
	Iteration 53Q: 3 clusters Score -8479415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -8479429.000000 Penalty: 5326.361816
	Iteration 54Q: 3 clusters Score -8479429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -8479443.000000 Penalty: 5326.361816
	Iteration 55Q: 3 clusters Score -8479443 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -8479449.000000 Penalty: 5326.361816
	Iteration 56Q: 3 clusters Score -8479449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -8479465.000000 Penalty: 5326.361816
	Iteration 57Q: 3 clusters Score -8479465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -8479457.000000 Penalty: 5326.361816
	Iteration 58Q: 3 clusters Score -8479457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -8479448.000000 Penalty: 5326.361816
	Iteration 59Q: 3 clusters Score -8479448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -8479462.000000 Penalty: 5326.361816
	Iteration 60F: 3 clusters Score -8479462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -8479466.000000 Penalty: 5326.361816
	Iteration 61Q: 3 clusters Score -8479466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -8479486.000000 Penalty: 5326.361816
	Iteration 62Q: 3 clusters Score -8479486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -8479481.000000 Penalty: 5326.361816
	Iteration 63Q: 3 clusters Score -8479481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -8479472.000000 Penalty: 5326.361816
	Iteration 64Q: 3 clusters Score -8479472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -8479477.000000 Penalty: 5326.361816
	Iteration 65Q: 3 clusters Score -8479477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -8479483.000000 Penalty: 5326.361816
	Iteration 66Q: 3 clusters Score -8479483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -8479488.000000 Penalty: 5326.361816
	Iteration 67Q: 3 clusters Score -8479488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -8479491.000000 Penalty: 5326.361816
	Iteration 68Q: 3 clusters Score -8479491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -8479483.000000 Penalty: 5326.361816
	Iteration 69Q: 3 clusters Score -8479483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -8479488.000000 Penalty: 5326.361816
	Iteration 70Q: 3 clusters Score -8479488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -8479489.000000 Penalty: 5326.361816
	Iteration 71Q: 3 clusters Score -8479489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -8479488.000000 Penalty: 5326.361816
	Iteration 72Q: 3 clusters Score -8479488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -8479496.000000 Penalty: 5326.361816
	Iteration 73Q: 3 clusters Score -8479496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -8479489.000000 Penalty: 5326.361816
	Iteration 74Q: 3 clusters Score -8479489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -8479487.000000 Penalty: 5326.361816
	Iteration 75Q: 3 clusters Score -8479487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -8479486.000000 Penalty: 5326.361816
	Iteration 76Q: 3 clusters Score -8479486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -8479498.000000 Penalty: 5326.361816
	Iteration 77Q: 3 clusters Score -8479498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -8479500.000000 Penalty: 5326.361816
	Iteration 78Q: 3 clusters Score -8479500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -8479501.000000 Penalty: 5326.361816
	Iteration 79Q: 3 clusters Score -8479501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -8479508.000000 Penalty: 5326.361816
	Iteration 80F: 3 clusters Score -8479508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -8479510.000000 Penalty: 5326.361816
	Iteration 81Q: 3 clusters Score -8479510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -8479517.000000 Penalty: 5326.361816
	Iteration 82Q: 3 clusters Score -8479517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -8479526.000000 Penalty: 5326.361816
	Iteration 83Q: 3 clusters Score -8479526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -8479521.000000 Penalty: 5326.361816
	Iteration 84Q: 3 clusters Score -8479521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -8479505.000000 Penalty: 5326.361816
	Iteration 85Q: 3 clusters Score -8479505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -8479510.000000 Penalty: 5326.361816
	Iteration 86Q: 3 clusters Score -8479510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -8479510.000000 Penalty: 5326.361816
	Iteration 87Q: 3 clusters Score -8479510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -8479500.000000 Penalty: 5326.361816
	Iteration 88Q: 3 clusters Score -8479500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -8479504.000000 Penalty: 5326.361816
	Iteration 89Q: 3 clusters Score -8479504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -8479507.000000 Penalty: 5326.361816
	Iteration 90Q: 3 clusters Score -8479507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -8479507.000000 Penalty: 5326.361816
	Iteration 91Q: 3 clusters Score -8479507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -8479494.000000 Penalty: 5326.361816
	Iteration 92Q: 3 clusters Score -8479494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8479497.000000 Penalty: 5326.361816
	Iteration 93Q: 3 clusters Score -8479497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8479497.000000 Penalty: 5326.361816
	Iteration 94F: 3 clusters Score -8479497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Entering Unmasked Estep 
Score: -9284534.000000 Penalty: 2684.300049
	Iteration 0F: 2 clusters Score -9284534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -9255460.000000 Penalty: 5368.600098
	Iteration 0F: 3 clusters Score -9255460 nChanged 23316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -9268316.000000 Penalty: 5368.600098
	Iteration 1F: 3 clusters Score -9268316 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -9268858.000000 Penalty: 5368.600098
	Iteration 2Q: 3 clusters Score -9268858 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -9269433.000000 Penalty: 5368.600098
	Iteration 3Q: 3 clusters Score -9269433 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -9270164.000000 Penalty: 5368.600098
	Iteration 4Q: 3 clusters Score -9270164 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -9271225.000000 Penalty: 5368.600098
	Iteration 5Q: 3 clusters Score -9271225 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -9272534.000000 Penalty: 5368.600098
	Iteration 6Q: 3 clusters Score -9272534 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -9274077.000000 Penalty: 5368.600098
	Iteration 7Q: 3 clusters Score -9274077 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -9275847.000000 Penalty: 5368.600098
	Iteration 8F: 3 clusters Score -9275847 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -9277582.000000 Penalty: 5368.600098
	Iteration 9F: 3 clusters Score -9277582 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -9279074.000000 Penalty: 5368.600098
	Iteration 10F: 3 clusters Score -9279074 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -9280169.000000 Penalty: 5368.600098
	Iteration 11Q: 3 clusters Score -9280169 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -9281010.000000 Penalty: 5368.600098
	Iteration 12Q: 3 clusters Score -9281010 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -9281586.000000 Penalty: 5368.600098
	Iteration 13Q: 3 clusters Score -9281586 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -9281992.000000 Penalty: 5368.600098
	Iteration 14Q: 3 clusters Score -9281992 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -9282296.000000 Penalty: 5368.600098
	Iteration 15Q: 3 clusters Score -9282296 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -9282432.000000 Penalty: 5368.600098
	Iteration 16Q: 3 clusters Score -9282432 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -9282553.000000 Penalty: 5368.600098
	Iteration 17Q: 3 clusters Score -9282553 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -9282685.000000 Penalty: 5368.600098
	Iteration 18Q: 3 clusters Score -9282685 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -9282843.000000 Penalty: 5368.600098
	Iteration 19Q: 3 clusters Score -9282843 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -9282978.000000 Penalty: 5368.600098
	Iteration 20F: 3 clusters Score -9282978 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -9283040.000000 Penalty: 5368.600098
	Iteration 21Q: 3 clusters Score -9283040 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -9283109.000000 Penalty: 5368.600098
	Iteration 22Q: 3 clusters Score -9283109 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -9283205.000000 Penalty: 5368.600098
	Iteration 23Q: 3 clusters Score -9283205 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -9283305.000000 Penalty: 5368.600098
	Iteration 24Q: 3 clusters Score -9283305 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -9283388.000000 Penalty: 5368.600098
	Iteration 25Q: 3 clusters Score -9283388 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -9283440.000000 Penalty: 5368.600098
	Iteration 26Q: 3 clusters Score -9283440 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -9283507.000000 Penalty: 5368.600098
	Iteration 27Q: 3 clusters Score -9283507 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -9283569.000000 Penalty: 5368.600098
	Iteration 28Q: 3 clusters Score -9283569 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -9283651.000000 Penalty: 5368.600098
	Iteration 29Q: 3 clusters Score -9283651 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -9283746.000000 Penalty: 5368.600098
	Iteration 30Q: 3 clusters Score -9283746 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -9283809.000000 Penalty: 5368.600098
	Iteration 31Q: 3 clusters Score -9283809 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -9283842.000000 Penalty: 5368.600098
	Iteration 32Q: 3 clusters Score -9283842 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -9283859.000000 Penalty: 5368.600098
	Iteration 33Q: 3 clusters Score -9283859 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -9283863.000000 Penalty: 5368.600098
	Iteration 34Q: 3 clusters Score -9283863 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -9283894.000000 Penalty: 5368.600098
	Iteration 35Q: 3 clusters Score -9283894 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -9283904.000000 Penalty: 5368.600098
	Iteration 36Q: 3 clusters Score -9283904 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -9283876.000000 Penalty: 5368.600098
	Iteration 37Q: 3 clusters Score -9283876 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -9283877.000000 Penalty: 5368.600098
	Iteration 38Q: 3 clusters Score -9283877 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -9283860.000000 Penalty: 5368.600098
	Iteration 39Q: 3 clusters Score -9283860 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -9283872.000000 Penalty: 5368.600098
	Iteration 40F: 3 clusters Score -9283872 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -9283866.000000 Penalty: 5368.600098
	Iteration 41Q: 3 clusters Score -9283866 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -9283841.000000 Penalty: 5368.600098
	Iteration 42Q: 3 clusters Score -9283841 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -9283818.000000 Penalty: 5368.600098
	Iteration 43Q: 3 clusters Score -9283818 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -9283821.000000 Penalty: 5368.600098
	Iteration 44Q: 3 clusters Score -9283821 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -9283833.000000 Penalty: 5368.600098
	Iteration 45Q: 3 clusters Score -9283833 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -9283810.000000 Penalty: 5368.600098
	Iteration 46Q: 3 clusters Score -9283810 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -9283807.000000 Penalty: 5368.600098
	Iteration 47Q: 3 clusters Score -9283807 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -9283795.000000 Penalty: 5368.600098
	Iteration 48Q: 3 clusters Score -9283795 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -9283815.000000 Penalty: 5368.600098
	Iteration 49Q: 3 clusters Score -9283815 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -9283819.000000 Penalty: 5368.600098
	Iteration 50Q: 3 clusters Score -9283819 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -9283813.000000 Penalty: 5368.600098
	Iteration 51Q: 3 clusters Score -9283813 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -9283819.000000 Penalty: 5368.600098
	Iteration 52Q: 3 clusters Score -9283819 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -9283837.000000 Penalty: 5368.600098
	Iteration 53Q: 3 clusters Score -9283837 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -9283827.000000 Penalty: 5368.600098
	Iteration 54Q: 3 clusters Score -9283827 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -9283833.000000 Penalty: 5368.600098
	Iteration 55Q: 3 clusters Score -9283833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -9283819.000000 Penalty: 5368.600098
	Iteration 56Q: 3 clusters Score -9283819 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -9283783.000000 Penalty: 5368.600098
	Iteration 57Q: 3 clusters Score -9283783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -9283768.000000 Penalty: 5368.600098
	Iteration 58Q: 3 clusters Score -9283768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -9283748.000000 Penalty: 5368.600098
	Iteration 59Q: 3 clusters Score -9283748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -9283734.000000 Penalty: 5368.600098
	Iteration 60F: 3 clusters Score -9283734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -9283747.000000 Penalty: 5368.600098
	Iteration 61Q: 3 clusters Score -9283747 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -9283734.000000 Penalty: 5368.600098
	Iteration 62Q: 3 clusters Score -9283734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -9283742.000000 Penalty: 5368.600098
	Iteration 63Q: 3 clusters Score -9283742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -9283716.000000 Penalty: 5368.600098
	Iteration 64Q: 3 clusters Score -9283716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -9283715.000000 Penalty: 5368.600098
	Iteration 65Q: 3 clusters Score -9283715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -9283720.000000 Penalty: 5368.600098
	Iteration 66Q: 3 clusters Score -9283720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -9283709.000000 Penalty: 5368.600098
	Iteration 67Q: 3 clusters Score -9283709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -9283697.000000 Penalty: 5368.600098
	Iteration 68Q: 3 clusters Score -9283697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -9283696.000000 Penalty: 5368.600098
	Iteration 69Q: 3 clusters Score -9283696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -9283699.000000 Penalty: 5368.600098
	Iteration 70Q: 3 clusters Score -9283699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -9283690.000000 Penalty: 5368.600098
	Iteration 71Q: 3 clusters Score -9283690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -9283677.000000 Penalty: 5368.600098
	Iteration 72Q: 3 clusters Score -9283677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -9283666.000000 Penalty: 5368.600098
	Iteration 73Q: 3 clusters Score -9283666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -9283665.000000 Penalty: 5368.600098
	Iteration 74Q: 3 clusters Score -9283665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -9283666.000000 Penalty: 5368.600098
	Iteration 75Q: 3 clusters Score -9283666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -9283649.000000 Penalty: 5368.600098
	Iteration 76Q: 3 clusters Score -9283649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -9283650.000000 Penalty: 5368.600098
	Iteration 77Q: 3 clusters Score -9283650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -9283647.000000 Penalty: 5368.600098
	Iteration 78Q: 3 clusters Score -9283647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -9283628.000000 Penalty: 5368.600098
	Iteration 79Q: 3 clusters Score -9283628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -9283620.000000 Penalty: 5368.600098
	Iteration 80F: 3 clusters Score -9283620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -9283631.000000 Penalty: 5368.600098
	Iteration 81Q: 3 clusters Score -9283631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -9283625.000000 Penalty: 5368.600098
	Iteration 82Q: 3 clusters Score -9283625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -9283630.000000 Penalty: 5368.600098
	Iteration 83Q: 3 clusters Score -9283630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -9283609.000000 Penalty: 5368.600098
	Iteration 84Q: 3 clusters Score -9283609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -9283601.000000 Penalty: 5368.600098
	Iteration 85Q: 3 clusters Score -9283601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -9283603.000000 Penalty: 5368.600098
	Iteration 86Q: 3 clusters Score -9283603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -9283600.000000 Penalty: 5368.600098
	Iteration 87Q: 3 clusters Score -9283600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -9283593.000000 Penalty: 5368.600098
	Iteration 88Q: 3 clusters Score -9283593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -9283592.000000 Penalty: 5368.600098
	Iteration 89Q: 3 clusters Score -9283592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -9283582.000000 Penalty: 5368.600098
	Iteration 90Q: 3 clusters Score -9283582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -9283582.000000 Penalty: 5368.600098
	Iteration 91Q: 3 clusters Score -9283582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -9283583.000000 Penalty: 5368.600098
	Iteration 92Q: 3 clusters Score -9283583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -9283577.000000 Penalty: 5368.600098
	Iteration 93Q: 3 clusters Score -9283577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -9283578.000000 Penalty: 5368.600098
	Iteration 94Q: 3 clusters Score -9283578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -9283575.000000 Penalty: 5368.600098
	Iteration 95Q: 3 clusters Score -9283575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -9283575.000000 Penalty: 5368.600098
	Iteration 96Q: 3 clusters Score -9283575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -9283590.000000 Penalty: 5368.600098
	Iteration 97Q: 3 clusters Score -9283590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -9283587.000000 Penalty: 5368.600098
	Iteration 98Q: 3 clusters Score -9283587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -9283577.000000 Penalty: 5368.600098
	Iteration 99Q: 3 clusters Score -9283577 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -9283583.000000 Penalty: 5368.600098
	Iteration 100F: 3 clusters Score -9283583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -9283574.000000 Penalty: 5368.600098
	Iteration 101Q: 3 clusters Score -9283574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -9283574.000000 Penalty: 5368.600098
	Iteration 102Q: 3 clusters Score -9283574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -9283568.000000 Penalty: 5368.600098
	Iteration 103Q: 3 clusters Score -9283568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -9283565.000000 Penalty: 5368.600098
	Iteration 104Q: 3 clusters Score -9283565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -9283574.000000 Penalty: 5368.600098
	Iteration 105Q: 3 clusters Score -9283574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -9283550.000000 Penalty: 5368.600098
	Iteration 106Q: 3 clusters Score -9283550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -9283542.000000 Penalty: 5368.600098
	Iteration 107Q: 3 clusters Score -9283542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -9283539.000000 Penalty: 5368.600098
	Iteration 108Q: 3 clusters Score -9283539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -9283545.000000 Penalty: 5368.600098
	Iteration 109Q: 3 clusters Score -9283545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -9283544.000000 Penalty: 5368.600098
	Iteration 110Q: 3 clusters Score -9283544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -9283541.000000 Penalty: 5368.600098
	Iteration 111Q: 3 clusters Score -9283541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -9283541.000000 Penalty: 5368.600098
	Iteration 112Q: 3 clusters Score -9283541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -9283541.000000 Penalty: 5368.600098
	Iteration 113Q: 3 clusters Score -9283541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -9283546.000000 Penalty: 5368.600098
	Iteration 114Q: 3 clusters Score -9283546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -9283544.000000 Penalty: 5368.600098
	Iteration 115Q: 3 clusters Score -9283544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -9283540.000000 Penalty: 5368.600098
	Iteration 116Q: 3 clusters Score -9283540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -9283531.000000 Penalty: 5368.600098
	Iteration 117Q: 3 clusters Score -9283531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -9283525.000000 Penalty: 5368.600098
	Iteration 118Q: 3 clusters Score -9283525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -9283526.000000 Penalty: 5368.600098
	Iteration 119Q: 3 clusters Score -9283526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -9283526.000000 Penalty: 5368.600098
	Iteration 120F: 3 clusters Score -9283526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -181535.750000 Penalty: 1720.934937
	Iteration 0F: 2 clusters Score -181535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -179627.250000 Penalty: 3441.869873
	Iteration 0F: 3 clusters Score -179627.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -179955.781250 Penalty: 3441.869873
	Iteration 1F: 3 clusters Score -179955.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -180056.156250 Penalty: 3441.869873
	Iteration 2F: 3 clusters Score -180056.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -180125.546875 Penalty: 3441.869873
	Iteration 3Q: 3 clusters Score -180125.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -180174.453125 Penalty: 3441.869873
	Iteration 4Q: 3 clusters Score -180174.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -180202.890625 Penalty: 3441.869873
	Iteration 5Q: 3 clusters Score -180202.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -180218.328125 Penalty: 3441.869873
	Iteration 6Q: 3 clusters Score -180218.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -180237.984375 Penalty: 3441.869873
	Iteration 7Q: 3 clusters Score -180238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -180260.328125 Penalty: 3441.869873
	Iteration 8Q: 3 clusters Score -180260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -180265.671875 Penalty: 3441.869873
	Iteration 9Q: 3 clusters Score -180265.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -180267.859375 Penalty: 3441.869873
	Iteration 10Q: 3 clusters Score -180267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -180268.859375 Penalty: 3441.869873
	Iteration 11Q: 3 clusters Score -180268.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -180269.515625 Penalty: 3441.869873
	Iteration 12Q: 3 clusters Score -180269.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -180273.140625 Penalty: 3441.869873
	Iteration 13Q: 3 clusters Score -180273.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -180274.906250 Penalty: 3441.869873
	Iteration 14Q: 3 clusters Score -180274.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -180274.906250 Penalty: 3441.869873
	Iteration 15F: 3 clusters Score -180274.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Entering Unmasked Estep 
Score: -9003862.000000 Penalty: 2676.124023
	Iteration 0F: 2 clusters Score -9003862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -8972879.000000 Penalty: 5352.248047
	Iteration 0F: 3 clusters Score -8972879 nChanged 22539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -8985398.000000 Penalty: 5352.248047
	Iteration 1F: 3 clusters Score -8985398 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -8985850.000000 Penalty: 5352.248047
	Iteration 2Q: 3 clusters Score -8985850 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -8986306.000000 Penalty: 5352.248047
	Iteration 3Q: 3 clusters Score -8986306 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -8986665.000000 Penalty: 5352.248047
	Iteration 4Q: 3 clusters Score -8986665 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -8987089.000000 Penalty: 5352.248047
	Iteration 5Q: 3 clusters Score -8987089 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -8987572.000000 Penalty: 5352.248047
	Iteration 6Q: 3 clusters Score -8987572 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -8988106.000000 Penalty: 5352.248047
	Iteration 7Q: 3 clusters Score -8988106 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -8988854.000000 Penalty: 5352.248047
	Iteration 8Q: 3 clusters Score -8988854 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -8989884.000000 Penalty: 5352.248047
	Iteration 9Q: 3 clusters Score -8989884 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -8991273.000000 Penalty: 5352.248047
	Iteration 10Q: 3 clusters Score -8991273 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -8992832.000000 Penalty: 5352.248047
	Iteration 11F: 3 clusters Score -8992832 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -8994333.000000 Penalty: 5352.248047
	Iteration 12F: 3 clusters Score -8994333 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -8995430.000000 Penalty: 5352.248047
	Iteration 13Q: 3 clusters Score -8995430 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -8996090.000000 Penalty: 5352.248047
	Iteration 14Q: 3 clusters Score -8996090 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -8996434.000000 Penalty: 5352.248047
	Iteration 15Q: 3 clusters Score -8996434 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -8996701.000000 Penalty: 5352.248047
	Iteration 16Q: 3 clusters Score -8996701 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -8996863.000000 Penalty: 5352.248047
	Iteration 17Q: 3 clusters Score -8996863 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -8997063.000000 Penalty: 5352.248047
	Iteration 18Q: 3 clusters Score -8997063 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -8997245.000000 Penalty: 5352.248047
	Iteration 19Q: 3 clusters Score -8997245 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -8997463.000000 Penalty: 5352.248047
	Iteration 20F: 3 clusters Score -8997463 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -8997717.000000 Penalty: 5352.248047
	Iteration 21Q: 3 clusters Score -8997717 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -8997933.000000 Penalty: 5352.248047
	Iteration 22Q: 3 clusters Score -8997933 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -8998186.000000 Penalty: 5352.248047
	Iteration 23Q: 3 clusters Score -8998186 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -8998449.000000 Penalty: 5352.248047
	Iteration 24Q: 3 clusters Score -8998449 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -8998680.000000 Penalty: 5352.248047
	Iteration 25Q: 3 clusters Score -8998680 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -8998935.000000 Penalty: 5352.248047
	Iteration 26Q: 3 clusters Score -8998935 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -8999100.000000 Penalty: 5352.248047
	Iteration 27Q: 3 clusters Score -8999100 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -8999408.000000 Penalty: 5352.248047
	Iteration 28Q: 3 clusters Score -8999408 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -8999755.000000 Penalty: 5352.248047
	Iteration 29Q: 3 clusters Score -8999755 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -9000010.000000 Penalty: 5352.248047
	Iteration 30Q: 3 clusters Score -9000010 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -9000251.000000 Penalty: 5352.248047
	Iteration 31Q: 3 clusters Score -9000251 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -9000427.000000 Penalty: 5352.248047
	Iteration 32Q: 3 clusters Score -9000427 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -9000552.000000 Penalty: 5352.248047
	Iteration 33Q: 3 clusters Score -9000552 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -9000647.000000 Penalty: 5352.248047
	Iteration 34Q: 3 clusters Score -9000647 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -9000765.000000 Penalty: 5352.248047
	Iteration 35Q: 3 clusters Score -9000765 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -9000902.000000 Penalty: 5352.248047
	Iteration 36Q: 3 clusters Score -9000902 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -9001034.000000 Penalty: 5352.248047
	Iteration 37Q: 3 clusters Score -9001034 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -9001168.000000 Penalty: 5352.248047
	Iteration 38Q: 3 clusters Score -9001168 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -9001242.000000 Penalty: 5352.248047
	Iteration 39Q: 3 clusters Score -9001242 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -9001314.000000 Penalty: 5352.248047
	Iteration 40F: 3 clusters Score -9001314 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -9001376.000000 Penalty: 5352.248047
	Iteration 41Q: 3 clusters Score -9001376 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -9001408.000000 Penalty: 5352.248047
	Iteration 42Q: 3 clusters Score -9001408 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -9001432.000000 Penalty: 5352.248047
	Iteration 43Q: 3 clusters Score -9001432 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -9001469.000000 Penalty: 5352.248047
	Iteration 44Q: 3 clusters Score -9001469 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -9001495.000000 Penalty: 5352.248047
	Iteration 45Q: 3 clusters Score -9001495 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -9001508.000000 Penalty: 5352.248047
	Iteration 46Q: 3 clusters Score -9001508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -9001538.000000 Penalty: 5352.248047
	Iteration 47Q: 3 clusters Score -9001538 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -9001562.000000 Penalty: 5352.248047
	Iteration 48Q: 3 clusters Score -9001562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -9001593.000000 Penalty: 5352.248047
	Iteration 49Q: 3 clusters Score -9001593 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -9001597.000000 Penalty: 5352.248047
	Iteration 50Q: 3 clusters Score -9001597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -9001625.000000 Penalty: 5352.248047
	Iteration 51Q: 3 clusters Score -9001625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 47498 members 
Entering Unmasked Estep 
Score: -9001617.000000 Penalty: 5352.248047
	Iteration 52Q: 3 clusters Score -9001617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -9001612.000000 Penalty: 5352.248047
	Iteration 53Q: 3 clusters Score -9001612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -9001626.000000 Penalty: 5352.248047
	Iteration 54Q: 3 clusters Score -9001626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -9001621.000000 Penalty: 5352.248047
	Iteration 55Q: 3 clusters Score -9001621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -9001636.000000 Penalty: 5352.248047
	Iteration 56Q: 3 clusters Score -9001636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -9001631.000000 Penalty: 5352.248047
	Iteration 57Q: 3 clusters Score -9001631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -9001638.000000 Penalty: 5352.248047
	Iteration 58Q: 3 clusters Score -9001638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -9001646.000000 Penalty: 5352.248047
	Iteration 59Q: 3 clusters Score -9001646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -9001633.000000 Penalty: 5352.248047
	Iteration 60F: 3 clusters Score -9001633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -9001645.000000 Penalty: 5352.248047
	Iteration 61Q: 3 clusters Score -9001645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -9001640.000000 Penalty: 5352.248047
	Iteration 62Q: 3 clusters Score -9001640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -9001637.000000 Penalty: 5352.248047
	Iteration 63Q: 3 clusters Score -9001637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -9001654.000000 Penalty: 5352.248047
	Iteration 64Q: 3 clusters Score -9001654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -9001648.000000 Penalty: 5352.248047
	Iteration 65Q: 3 clusters Score -9001648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -9001640.000000 Penalty: 5352.248047
	Iteration 66Q: 3 clusters Score -9001640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -9001642.000000 Penalty: 5352.248047
	Iteration 67Q: 3 clusters Score -9001642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -9001642.000000 Penalty: 5352.248047
	Iteration 68Q: 3 clusters Score -9001642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -9001644.000000 Penalty: 5352.248047
	Iteration 69Q: 3 clusters Score -9001644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -9001646.000000 Penalty: 5352.248047
	Iteration 70Q: 3 clusters Score -9001646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -9001645.000000 Penalty: 5352.248047
	Iteration 71Q: 3 clusters Score -9001645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -9001643.000000 Penalty: 5352.248047
	Iteration 72Q: 3 clusters Score -9001643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -9001652.000000 Penalty: 5352.248047
	Iteration 73Q: 3 clusters Score -9001652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -9001652.000000 Penalty: 5352.248047
	Iteration 74F: 3 clusters Score -9001652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -59322.312500 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -59322.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -58161.820312 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -58161.82 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -59105.082031 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -59105.08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -60118.417969 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -60118.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -60580.890625 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -60580.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -60686.585938 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -60686.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -60713.816406 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -60713.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -60771.085938 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -60771.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60777.683594 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -60777.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -60788.058594 Penalty: 3191.535156
	Iteration 8F: 3 clusters Score -60788.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60848.964844 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -60848.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60866.832031 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -60866.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60900.695312 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -60900.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60905.675781 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -60905.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60915.835938 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -60915.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60918.621094 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -60918.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60920.972656 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -60920.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60920.972656 Penalty: 3191.535156
	Iteration 16F: 3 clusters Score -60920.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 44551 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 50192 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 48180 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 46402 members 
Mstep: Class 9 contains 46103 members 
Mstep: Class 10 contains 50201 members 
Mstep: Class 11 contains 1032 members 
Mstep: Class 12 contains 48573 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 42492 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 57489 members 
Mstep: Class 17 contains 43178 members 
Mstep: Class 18 contains 43316 members 
Mstep: Class 19 contains 44484 members 
Mstep: Class 20 contains 32998 members 
Mstep: Class 21 contains 47403 members 
Mstep: Class 22 contains 409 members 
Entering Unmasked Estep 
Score: -126895304.000000 Penalty: 73421.343750
Splitting cluster 13 changes total score from -126895560.000000 to -126895304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (42492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Entering Unmasked Estep 
Score: -7870352.000000 Penalty: 2642.953613
	Iteration 0F: 2 clusters Score -7870352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -7842706.000000 Penalty: 5285.907227
	Iteration 0F: 3 clusters Score -7842706 nChanged 19662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -7853504.500000 Penalty: 5285.907227
	Iteration 1F: 3 clusters Score -7853504 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -7853981.000000 Penalty: 5285.907227
	Iteration 2Q: 3 clusters Score -7853981 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -7854485.500000 Penalty: 5285.907227
	Iteration 3Q: 3 clusters Score -7854486 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -7854981.000000 Penalty: 5285.907227
	Iteration 4Q: 3 clusters Score -7854981 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -7855684.500000 Penalty: 5285.907227
	Iteration 5Q: 3 clusters Score -7855684 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -7856711.500000 Penalty: 5285.907227
	Iteration 6Q: 3 clusters Score -7856712 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -7858077.500000 Penalty: 5285.907227
	Iteration 7F: 3 clusters Score -7858078 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -7859757.000000 Penalty: 5285.907227
	Iteration 8F: 3 clusters Score -7859757 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -7861604.000000 Penalty: 5285.907227
	Iteration 9F: 3 clusters Score -7861604 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -7863459.000000 Penalty: 5285.907227
	Iteration 10F: 3 clusters Score -7863459 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -7864909.500000 Penalty: 5285.907227
	Iteration 11Q: 3 clusters Score -7864910 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -7865807.000000 Penalty: 5285.907227
	Iteration 12Q: 3 clusters Score -7865807 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -7866342.500000 Penalty: 5285.907227
	Iteration 13Q: 3 clusters Score -7866342 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -7866716.000000 Penalty: 5285.907227
	Iteration 14Q: 3 clusters Score -7866716 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -7866972.000000 Penalty: 5285.907227
	Iteration 15Q: 3 clusters Score -7866972 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -7867142.000000 Penalty: 5285.907227
	Iteration 16Q: 3 clusters Score -7867142 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -7867314.000000 Penalty: 5285.907227
	Iteration 17Q: 3 clusters Score -7867314 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -7867443.500000 Penalty: 5285.907227
	Iteration 18Q: 3 clusters Score -7867444 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -7867515.500000 Penalty: 5285.907227
	Iteration 19Q: 3 clusters Score -7867516 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -7867620.500000 Penalty: 5285.907227
	Iteration 20F: 3 clusters Score -7867620 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -7867680.000000 Penalty: 5285.907227
	Iteration 21Q: 3 clusters Score -7867680 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -7867743.000000 Penalty: 5285.907227
	Iteration 22Q: 3 clusters Score -7867743 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -7867761.500000 Penalty: 5285.907227
	Iteration 23Q: 3 clusters Score -7867762 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -7867830.000000 Penalty: 5285.907227
	Iteration 24Q: 3 clusters Score -7867830 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -7867901.000000 Penalty: 5285.907227
	Iteration 25Q: 3 clusters Score -7867901 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -7867947.500000 Penalty: 5285.907227
	Iteration 26Q: 3 clusters Score -7867948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -7867970.500000 Penalty: 5285.907227
	Iteration 27Q: 3 clusters Score -7867970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -7868002.500000 Penalty: 5285.907227
	Iteration 28Q: 3 clusters Score -7868002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -7868026.000000 Penalty: 5285.907227
	Iteration 29Q: 3 clusters Score -7868026 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -7868031.000000 Penalty: 5285.907227
	Iteration 30Q: 3 clusters Score -7868031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -7868064.500000 Penalty: 5285.907227
	Iteration 31Q: 3 clusters Score -7868064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -7868075.500000 Penalty: 5285.907227
	Iteration 32Q: 3 clusters Score -7868076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -7868097.500000 Penalty: 5285.907227
	Iteration 33Q: 3 clusters Score -7868098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -7868121.000000 Penalty: 5285.907227
	Iteration 34Q: 3 clusters Score -7868121 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -7868131.000000 Penalty: 5285.907227
	Iteration 35Q: 3 clusters Score -7868131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -7868140.000000 Penalty: 5285.907227
	Iteration 36Q: 3 clusters Score -7868140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -7868140.500000 Penalty: 5285.907227
	Iteration 37Q: 3 clusters Score -7868140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -7868148.000000 Penalty: 5285.907227
	Iteration 38Q: 3 clusters Score -7868148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -7868144.500000 Penalty: 5285.907227
	Iteration 39Q: 3 clusters Score -7868144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -7868144.000000 Penalty: 5285.907227
	Iteration 40F: 3 clusters Score -7868144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -7868148.500000 Penalty: 5285.907227
	Iteration 41Q: 3 clusters Score -7868148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -7868143.500000 Penalty: 5285.907227
	Iteration 42Q: 3 clusters Score -7868144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -7868145.000000 Penalty: 5285.907227
	Iteration 43Q: 3 clusters Score -7868145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -7868153.000000 Penalty: 5285.907227
	Iteration 44Q: 3 clusters Score -7868153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -7868156.500000 Penalty: 5285.907227
	Iteration 45Q: 3 clusters Score -7868156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -7868155.500000 Penalty: 5285.907227
	Iteration 46Q: 3 clusters Score -7868156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -7868155.500000 Penalty: 5285.907227
	Iteration 47Q: 3 clusters Score -7868156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -7868162.500000 Penalty: 5285.907227
	Iteration 48Q: 3 clusters Score -7868162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -7868162.500000 Penalty: 5285.907227
	Iteration 49F: 3 clusters Score -7868162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -154012.250000 Penalty: 1749.074829
	Iteration 0F: 2 clusters Score -154012.2 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 561 members 
Entering Unmasked Estep 
Score: -152156.015625 Penalty: 3498.149658
	Iteration 0F: 3 clusters Score -152156 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -153138.140625 Penalty: 3498.149658
	Iteration 1F: 3 clusters Score -153138.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -153669.406250 Penalty: 3498.149658
	Iteration 2F: 3 clusters Score -153669.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -153960.203125 Penalty: 3498.149658
	Iteration 3F: 3 clusters Score -153960.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -154197.656250 Penalty: 3498.149658
	Iteration 4Q: 3 clusters Score -154197.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -154398.609375 Penalty: 3498.149658
	Iteration 5Q: 3 clusters Score -154398.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -154497.203125 Penalty: 3498.149658
	Iteration 6Q: 3 clusters Score -154497.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154576.609375 Penalty: 3498.149658
	Iteration 7Q: 3 clusters Score -154576.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -154678.671875 Penalty: 3498.149658
	Iteration 8Q: 3 clusters Score -154678.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -154785.375000 Penalty: 3498.149658
	Iteration 9Q: 3 clusters Score -154785.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -154875.359375 Penalty: 3498.149658
	Iteration 10Q: 3 clusters Score -154875.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -155001.343750 Penalty: 3498.149658
	Iteration 11Q: 3 clusters Score -155001.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155135.968750 Penalty: 3498.149658
	Iteration 12Q: 3 clusters Score -155136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -155203.281250 Penalty: 3498.149658
	Iteration 13Q: 3 clusters Score -155203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -155241.765625 Penalty: 3498.149658
	Iteration 14Q: 3 clusters Score -155241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -155260.953125 Penalty: 3498.149658
	Iteration 15Q: 3 clusters Score -155261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -155269.312500 Penalty: 3498.149658
	Iteration 16Q: 3 clusters Score -155269.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -155285.406250 Penalty: 3498.149658
	Iteration 17Q: 3 clusters Score -155285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155303.375000 Penalty: 3498.149658
	Iteration 18Q: 3 clusters Score -155303.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -155322.750000 Penalty: 3498.149658
	Iteration 19Q: 3 clusters Score -155322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -155353.265625 Penalty: 3498.149658
	Iteration 20F: 3 clusters Score -155353.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -155397.328125 Penalty: 3498.149658
	Iteration 21Q: 3 clusters Score -155397.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -155410.984375 Penalty: 3498.149658
	Iteration 22Q: 3 clusters Score -155411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -155422.484375 Penalty: 3498.149658
	Iteration 23Q: 3 clusters Score -155422.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -155433.531250 Penalty: 3498.149658
	Iteration 24Q: 3 clusters Score -155433.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155439.765625 Penalty: 3498.149658
	Iteration 25Q: 3 clusters Score -155439.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -155439.765625 Penalty: 3498.149658
	Iteration 26F: 3 clusters Score -155439.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 44551 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 50192 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 48180 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 46402 members 
Mstep: Class 9 contains 46103 members 
Mstep: Class 10 contains 50201 members 
Mstep: Class 11 contains 1032 members 
Mstep: Class 12 contains 48573 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 42492 members 
Mstep: Class 15 contains 604 members 
Mstep: Class 16 contains 57489 members 
Mstep: Class 17 contains 43178 members 
Mstep: Class 18 contains 43316 members 
Mstep: Class 19 contains 44484 members 
Mstep: Class 20 contains 32998 members 
Mstep: Class 21 contains 47403 members 
Mstep: Class 22 contains 552 members 
Entering Unmasked Estep 
Score: -126895320.000000 Penalty: 73421.343750
Splitting cluster 15 changes total score from -126895560.000000 to -126895320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (57489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Entering Unmasked Estep 
Score: -10793642.000000 Penalty: 2717.918457
	Iteration 0F: 2 clusters Score -1.079364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -10768063.000000 Penalty: 5435.836914
	Iteration 0F: 3 clusters Score -1.076806e+07 nChanged 26680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -10783396.000000 Penalty: 5435.836914
	Iteration 1F: 3 clusters Score -1.07834e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -10784523.000000 Penalty: 5435.836914
	Iteration 2F: 3 clusters Score -1.078452e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -10786011.000000 Penalty: 5435.836914
	Iteration 3F: 3 clusters Score -1.078601e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -10787830.000000 Penalty: 5435.836914
	Iteration 4F: 3 clusters Score -1.078783e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -10789990.000000 Penalty: 5435.836914
	Iteration 5F: 3 clusters Score -1.078999e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -10792260.000000 Penalty: 5435.836914
	Iteration 6F: 3 clusters Score -1.079226e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -10794363.000000 Penalty: 5435.836914
	Iteration 7F: 3 clusters Score -1.079436e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -10795813.000000 Penalty: 5435.836914
	Iteration 8F: 3 clusters Score -1.079581e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -10796526.000000 Penalty: 5435.836914
	Iteration 9Q: 3 clusters Score -1.079653e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -10796691.000000 Penalty: 5435.836914
	Iteration 10Q: 3 clusters Score -1.079669e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -10796784.000000 Penalty: 5435.836914
	Iteration 11Q: 3 clusters Score -1.079678e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -10796788.000000 Penalty: 5435.836914
	Iteration 12Q: 3 clusters Score -1.079679e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -10796748.000000 Penalty: 5435.836914
	Iteration 13Q: 3 clusters Score -1.079675e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -10796751.000000 Penalty: 5435.836914
	Iteration 14Q: 3 clusters Score -1.079675e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -10796821.000000 Penalty: 5435.836914
	Iteration 15Q: 3 clusters Score -1.079682e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -10796795.000000 Penalty: 5435.836914
	Iteration 16Q: 3 clusters Score -1.07968e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -10796795.000000 Penalty: 5435.836914
	Iteration 17Q: 3 clusters Score -1.07968e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -10796814.000000 Penalty: 5435.836914
	Iteration 18Q: 3 clusters Score -1.079681e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -10796816.000000 Penalty: 5435.836914
	Iteration 19Q: 3 clusters Score -1.079682e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -10796806.000000 Penalty: 5435.836914
	Iteration 20F: 3 clusters Score -1.079681e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -10796834.000000 Penalty: 5435.836914
	Iteration 21Q: 3 clusters Score -1.079683e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -10796795.000000 Penalty: 5435.836914
	Iteration 22Q: 3 clusters Score -1.07968e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -10796825.000000 Penalty: 5435.836914
	Iteration 23Q: 3 clusters Score -1.079682e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -10796811.000000 Penalty: 5435.836914
	Iteration 24Q: 3 clusters Score -1.079681e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -10796805.000000 Penalty: 5435.836914
	Iteration 25Q: 3 clusters Score -1.07968e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -10796853.000000 Penalty: 5435.836914
	Iteration 26Q: 3 clusters Score -1.079685e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -10796902.000000 Penalty: 5435.836914
	Iteration 27Q: 3 clusters Score -1.07969e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 27713 members 
Entering Unmasked Estep 
Score: -10796925.000000 Penalty: 5435.836914
	Iteration 28Q: 3 clusters Score -1.079692e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -10796977.000000 Penalty: 5435.836914
	Iteration 29Q: 3 clusters Score -1.079698e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -10797024.000000 Penalty: 5435.836914
	Iteration 30Q: 3 clusters Score -1.079702e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -10797079.000000 Penalty: 5435.836914
	Iteration 31Q: 3 clusters Score -1.079708e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -10797125.000000 Penalty: 5435.836914
	Iteration 32Q: 3 clusters Score -1.079712e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -10797142.000000 Penalty: 5435.836914
	Iteration 33Q: 3 clusters Score -1.079714e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -10797131.000000 Penalty: 5435.836914
	Iteration 34Q: 3 clusters Score -1.079713e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -10797171.000000 Penalty: 5435.836914
	Iteration 35Q: 3 clusters Score -1.079717e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -10797221.000000 Penalty: 5435.836914
	Iteration 36Q: 3 clusters Score -1.079722e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -10797229.000000 Penalty: 5435.836914
	Iteration 37Q: 3 clusters Score -1.079723e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -10797196.000000 Penalty: 5435.836914
	Iteration 38Q: 3 clusters Score -1.07972e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -10797197.000000 Penalty: 5435.836914
	Iteration 39Q: 3 clusters Score -1.07972e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -10797226.000000 Penalty: 5435.836914
	Iteration 40F: 3 clusters Score -1.079723e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -10797286.000000 Penalty: 5435.836914
	Iteration 41Q: 3 clusters Score -1.079729e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -10797289.000000 Penalty: 5435.836914
	Iteration 42Q: 3 clusters Score -1.079729e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -10797240.000000 Penalty: 5435.836914
	Iteration 43Q: 3 clusters Score -1.079724e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -10797188.000000 Penalty: 5435.836914
	Iteration 44Q: 3 clusters Score -1.079719e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -10797228.000000 Penalty: 5435.836914
	Iteration 45Q: 3 clusters Score -1.079723e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -10797321.000000 Penalty: 5435.836914
	Iteration 46Q: 3 clusters Score -1.079732e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -10797267.000000 Penalty: 5435.836914
	Iteration 47Q: 3 clusters Score -1.079727e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -10797192.000000 Penalty: 5435.836914
	Iteration 48Q: 3 clusters Score -1.079719e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -10797156.000000 Penalty: 5435.836914
	Iteration 49Q: 3 clusters Score -1.079716e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -10797132.000000 Penalty: 5435.836914
	Iteration 50Q: 3 clusters Score -1.079713e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -10797090.000000 Penalty: 5435.836914
	Iteration 51Q: 3 clusters Score -1.079709e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -10797048.000000 Penalty: 5435.836914
	Iteration 52Q: 3 clusters Score -1.079705e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -10797004.000000 Penalty: 5435.836914
	Iteration 53Q: 3 clusters Score -1.0797e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -10796974.000000 Penalty: 5435.836914
	Iteration 54Q: 3 clusters Score -1.079697e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -10796953.000000 Penalty: 5435.836914
	Iteration 55Q: 3 clusters Score -1.079695e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -10796964.000000 Penalty: 5435.836914
	Iteration 56Q: 3 clusters Score -1.079696e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -10796961.000000 Penalty: 5435.836914
	Iteration 57Q: 3 clusters Score -1.079696e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -10796959.000000 Penalty: 5435.836914
	Iteration 58Q: 3 clusters Score -1.079696e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -10796990.000000 Penalty: 5435.836914
	Iteration 59Q: 3 clusters Score -1.079699e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -10797027.000000 Penalty: 5435.836914
	Iteration 60F: 3 clusters Score -1.079703e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -10797054.000000 Penalty: 5435.836914
	Iteration 61Q: 3 clusters Score -1.079705e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -10797025.000000 Penalty: 5435.836914
	Iteration 62Q: 3 clusters Score -1.079702e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -10797027.000000 Penalty: 5435.836914
	Iteration 63Q: 3 clusters Score -1.079703e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -10797074.000000 Penalty: 5435.836914
	Iteration 64Q: 3 clusters Score -1.079707e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -10797092.000000 Penalty: 5435.836914
	Iteration 65Q: 3 clusters Score -1.079709e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -10797106.000000 Penalty: 5435.836914
	Iteration 66Q: 3 clusters Score -1.079711e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -10797145.000000 Penalty: 5435.836914
	Iteration 67Q: 3 clusters Score -1.079714e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -10797170.000000 Penalty: 5435.836914
	Iteration 68Q: 3 clusters Score -1.079717e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -10797195.000000 Penalty: 5435.836914
	Iteration 69Q: 3 clusters Score -1.07972e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -10797171.000000 Penalty: 5435.836914
	Iteration 70Q: 3 clusters Score -1.079717e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -10797191.000000 Penalty: 5435.836914
	Iteration 71Q: 3 clusters Score -1.079719e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -10797217.000000 Penalty: 5435.836914
	Iteration 72Q: 3 clusters Score -1.079722e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -10797200.000000 Penalty: 5435.836914
	Iteration 73Q: 3 clusters Score -1.07972e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -10797198.000000 Penalty: 5435.836914
	Iteration 74Q: 3 clusters Score -1.07972e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -10797217.000000 Penalty: 5435.836914
	Iteration 75Q: 3 clusters Score -1.079722e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -10797269.000000 Penalty: 5435.836914
	Iteration 76Q: 3 clusters Score -1.079727e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -10797280.000000 Penalty: 5435.836914
	Iteration 77Q: 3 clusters Score -1.079728e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -10797247.000000 Penalty: 5435.836914
	Iteration 78Q: 3 clusters Score -1.079725e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -10797303.000000 Penalty: 5435.836914
	Iteration 79Q: 3 clusters Score -1.07973e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -10797306.000000 Penalty: 5435.836914
	Iteration 80F: 3 clusters Score -1.079731e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -10797299.000000 Penalty: 5435.836914
	Iteration 81Q: 3 clusters Score -1.07973e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -10797303.000000 Penalty: 5435.836914
	Iteration 82Q: 3 clusters Score -1.07973e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -10797341.000000 Penalty: 5435.836914
	Iteration 83Q: 3 clusters Score -1.079734e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -10797370.000000 Penalty: 5435.836914
	Iteration 84Q: 3 clusters Score -1.079737e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -10797423.000000 Penalty: 5435.836914
	Iteration 85Q: 3 clusters Score -1.079742e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -10797418.000000 Penalty: 5435.836914
	Iteration 86Q: 3 clusters Score -1.079742e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -10797425.000000 Penalty: 5435.836914
	Iteration 87Q: 3 clusters Score -1.079742e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -10797408.000000 Penalty: 5435.836914
	Iteration 88Q: 3 clusters Score -1.079741e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -10797412.000000 Penalty: 5435.836914
	Iteration 89Q: 3 clusters Score -1.079741e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -10797399.000000 Penalty: 5435.836914
	Iteration 90Q: 3 clusters Score -1.07974e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -10797395.000000 Penalty: 5435.836914
	Iteration 91Q: 3 clusters Score -1.07974e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -10797380.000000 Penalty: 5435.836914
	Iteration 92Q: 3 clusters Score -1.079738e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -10797387.000000 Penalty: 5435.836914
	Iteration 93Q: 3 clusters Score -1.079739e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -10797388.000000 Penalty: 5435.836914
	Iteration 94Q: 3 clusters Score -1.079739e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -10797381.000000 Penalty: 5435.836914
	Iteration 95Q: 3 clusters Score -1.079738e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -10797361.000000 Penalty: 5435.836914
	Iteration 96Q: 3 clusters Score -1.079736e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -10797370.000000 Penalty: 5435.836914
	Iteration 97Q: 3 clusters Score -1.079737e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -10797378.000000 Penalty: 5435.836914
	Iteration 98Q: 3 clusters Score -1.079738e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -10797377.000000 Penalty: 5435.836914
	Iteration 99Q: 3 clusters Score -1.079738e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -10797366.000000 Penalty: 5435.836914
	Iteration 100F: 3 clusters Score -1.079737e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -10797391.000000 Penalty: 5435.836914
	Iteration 101Q: 3 clusters Score -1.079739e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -10797367.000000 Penalty: 5435.836914
	Iteration 102Q: 3 clusters Score -1.079737e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -10797372.000000 Penalty: 5435.836914
	Iteration 103Q: 3 clusters Score -1.079737e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -10797372.000000 Penalty: 5435.836914
	Iteration 104Q: 3 clusters Score -1.079737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -10797388.000000 Penalty: 5435.836914
	Iteration 105Q: 3 clusters Score -1.079739e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -10797379.000000 Penalty: 5435.836914
	Iteration 106Q: 3 clusters Score -1.079738e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -10797392.000000 Penalty: 5435.836914
	Iteration 107Q: 3 clusters Score -1.079739e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -10797383.000000 Penalty: 5435.836914
	Iteration 108Q: 3 clusters Score -1.079738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -10797365.000000 Penalty: 5435.836914
	Iteration 109Q: 3 clusters Score -1.079736e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -10797369.000000 Penalty: 5435.836914
	Iteration 110Q: 3 clusters Score -1.079737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -10797374.000000 Penalty: 5435.836914
	Iteration 111Q: 3 clusters Score -1.079737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -10797396.000000 Penalty: 5435.836914
	Iteration 112Q: 3 clusters Score -1.07974e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -10797398.000000 Penalty: 5435.836914
	Iteration 113Q: 3 clusters Score -1.07974e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -10797387.000000 Penalty: 5435.836914
	Iteration 114Q: 3 clusters Score -1.079739e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -10797378.000000 Penalty: 5435.836914
	Iteration 115Q: 3 clusters Score -1.079738e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -10797388.000000 Penalty: 5435.836914
	Iteration 116Q: 3 clusters Score -1.079739e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -10797358.000000 Penalty: 5435.836914
	Iteration 117Q: 3 clusters Score -1.079736e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -10797365.000000 Penalty: 5435.836914
	Iteration 118Q: 3 clusters Score -1.079736e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -10797358.000000 Penalty: 5435.836914
	Iteration 119Q: 3 clusters Score -1.079736e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -10797371.000000 Penalty: 5435.836914
	Iteration 120F: 3 clusters Score -1.079737e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -10797371.000000 Penalty: 5435.836914
	Iteration 121Q: 3 clusters Score -1.079737e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -10797361.000000 Penalty: 5435.836914
	Iteration 122Q: 3 clusters Score -1.079736e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -10797347.000000 Penalty: 5435.836914
	Iteration 123Q: 3 clusters Score -1.079735e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -10797362.000000 Penalty: 5435.836914
	Iteration 124Q: 3 clusters Score -1.079736e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -10797355.000000 Penalty: 5435.836914
	Iteration 125Q: 3 clusters Score -1.079736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -10797342.000000 Penalty: 5435.836914
	Iteration 126Q: 3 clusters Score -1.079734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -10797341.000000 Penalty: 5435.836914
	Iteration 127Q: 3 clusters Score -1.079734e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -10797318.000000 Penalty: 5435.836914
	Iteration 128Q: 3 clusters Score -1.079732e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -10797304.000000 Penalty: 5435.836914
	Iteration 129Q: 3 clusters Score -1.07973e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -10797312.000000 Penalty: 5435.836914
	Iteration 130Q: 3 clusters Score -1.079731e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -10797320.000000 Penalty: 5435.836914
	Iteration 131Q: 3 clusters Score -1.079732e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -10797336.000000 Penalty: 5435.836914
	Iteration 132Q: 3 clusters Score -1.079734e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -10797318.000000 Penalty: 5435.836914
	Iteration 133Q: 3 clusters Score -1.079732e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -10797319.000000 Penalty: 5435.836914
	Iteration 134Q: 3 clusters Score -1.079732e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -10797312.000000 Penalty: 5435.836914
	Iteration 135Q: 3 clusters Score -1.079731e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -10797303.000000 Penalty: 5435.836914
	Iteration 136Q: 3 clusters Score -1.07973e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -10797298.000000 Penalty: 5435.836914
	Iteration 137Q: 3 clusters Score -1.07973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -10797289.000000 Penalty: 5435.836914
	Iteration 138Q: 3 clusters Score -1.079729e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -10797285.000000 Penalty: 5435.836914
	Iteration 139Q: 3 clusters Score -1.079728e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -10797304.000000 Penalty: 5435.836914
	Iteration 140F: 3 clusters Score -1.07973e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -10797289.000000 Penalty: 5435.836914
	Iteration 141Q: 3 clusters Score -1.079729e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -10797286.000000 Penalty: 5435.836914
	Iteration 142Q: 3 clusters Score -1.079729e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -10797275.000000 Penalty: 5435.836914
	Iteration 143Q: 3 clusters Score -1.079728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -10797290.000000 Penalty: 5435.836914
	Iteration 144Q: 3 clusters Score -1.079729e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -10797287.000000 Penalty: 5435.836914
	Iteration 145Q: 3 clusters Score -1.079729e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -10797272.000000 Penalty: 5435.836914
	Iteration 146Q: 3 clusters Score -1.079727e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -10797283.000000 Penalty: 5435.836914
	Iteration 147Q: 3 clusters Score -1.079728e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -10797270.000000 Penalty: 5435.836914
	Iteration 148Q: 3 clusters Score -1.079727e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -10797277.000000 Penalty: 5435.836914
	Iteration 149Q: 3 clusters Score -1.079728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -10797273.000000 Penalty: 5435.836914
	Iteration 150Q: 3 clusters Score -1.079727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -10797279.000000 Penalty: 5435.836914
	Iteration 151Q: 3 clusters Score -1.079728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -10797280.000000 Penalty: 5435.836914
	Iteration 152Q: 3 clusters Score -1.079728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -10797285.000000 Penalty: 5435.836914
	Iteration 153Q: 3 clusters Score -1.079728e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -10797285.000000 Penalty: 5435.836914
	Iteration 154Q: 3 clusters Score -1.079728e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -10797283.000000 Penalty: 5435.836914
	Iteration 155Q: 3 clusters Score -1.079728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -10797287.000000 Penalty: 5435.836914
	Iteration 156Q: 3 clusters Score -1.079729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -10797280.000000 Penalty: 5435.836914
	Iteration 157Q: 3 clusters Score -1.079728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -10797279.000000 Penalty: 5435.836914
	Iteration 158Q: 3 clusters Score -1.079728e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -10797279.000000 Penalty: 5435.836914
	Iteration 159Q: 3 clusters Score -1.079728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -10797276.000000 Penalty: 5435.836914
	Iteration 160F: 3 clusters Score -1.079728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -10797287.000000 Penalty: 5435.836914
	Iteration 161Q: 3 clusters Score -1.079729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -10797283.000000 Penalty: 5435.836914
	Iteration 162Q: 3 clusters Score -1.079728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -10797283.000000 Penalty: 5435.836914
	Iteration 163F: 3 clusters Score -1.079728e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 44551 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 50192 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 48180 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 46402 members 
Mstep: Class 9 contains 46103 members 
Mstep: Class 10 contains 50201 members 
Mstep: Class 11 contains 1032 members 
Mstep: Class 12 contains 48573 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 42492 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42099 members 
Mstep: Class 17 contains 43178 members 
Mstep: Class 18 contains 43316 members 
Mstep: Class 19 contains 44484 members 
Mstep: Class 20 contains 32998 members 
Mstep: Class 21 contains 47403 members 
Mstep: Class 22 contains 15390 members 
Entering Unmasked Estep 
Score: -126898384.000000 Penalty: 73421.343750
Splitting cluster 16 changes total score from -126895560.000000 to -126898384.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 17 (43178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Entering Unmasked Estep 
Score: -7926853.000000 Penalty: 2646.925293
	Iteration 0F: 2 clusters Score -7926853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -7898228.000000 Penalty: 5293.850586
	Iteration 0F: 3 clusters Score -7898228 nChanged 19665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -7909274.500000 Penalty: 5293.850586
	Iteration 1F: 3 clusters Score -7909274 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -7910122.000000 Penalty: 5293.850586
	Iteration 2Q: 3 clusters Score -7910122 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -7911304.500000 Penalty: 5293.850586
	Iteration 3F: 3 clusters Score -7911304 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -7912965.000000 Penalty: 5293.850586
	Iteration 4F: 3 clusters Score -7912965 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -7915277.000000 Penalty: 5293.850586
	Iteration 5F: 3 clusters Score -7915277 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -7918182.000000 Penalty: 5293.850586
	Iteration 6F: 3 clusters Score -7918182 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -7920875.000000 Penalty: 5293.850586
	Iteration 7F: 3 clusters Score -7920875 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -7922634.500000 Penalty: 5293.850586
	Iteration 8Q: 3 clusters Score -7922634 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -7923615.500000 Penalty: 5293.850586
	Iteration 9Q: 3 clusters Score -7923616 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -7924143.500000 Penalty: 5293.850586
	Iteration 10Q: 3 clusters Score -7924144 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -7924515.000000 Penalty: 5293.850586
	Iteration 11Q: 3 clusters Score -7924515 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -7924773.500000 Penalty: 5293.850586
	Iteration 12Q: 3 clusters Score -7924774 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -7924968.500000 Penalty: 5293.850586
	Iteration 13Q: 3 clusters Score -7924968 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -7925110.000000 Penalty: 5293.850586
	Iteration 14Q: 3 clusters Score -7925110 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -7925250.500000 Penalty: 5293.850586
	Iteration 15Q: 3 clusters Score -7925250 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -7925346.000000 Penalty: 5293.850586
	Iteration 16Q: 3 clusters Score -7925346 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -7925418.500000 Penalty: 5293.850586
	Iteration 17Q: 3 clusters Score -7925418 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -7925459.500000 Penalty: 5293.850586
	Iteration 18Q: 3 clusters Score -7925460 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -7925498.000000 Penalty: 5293.850586
	Iteration 19Q: 3 clusters Score -7925498 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -7925508.000000 Penalty: 5293.850586
	Iteration 20F: 3 clusters Score -7925508 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -7925537.000000 Penalty: 5293.850586
	Iteration 21Q: 3 clusters Score -7925537 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7925549.500000 Penalty: 5293.850586
	Iteration 22Q: 3 clusters Score -7925550 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -7925578.500000 Penalty: 5293.850586
	Iteration 23Q: 3 clusters Score -7925578 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -7925581.500000 Penalty: 5293.850586
	Iteration 24Q: 3 clusters Score -7925582 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -7925580.500000 Penalty: 5293.850586
	Iteration 25Q: 3 clusters Score -7925580 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -7925611.000000 Penalty: 5293.850586
	Iteration 26Q: 3 clusters Score -7925611 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -7925621.000000 Penalty: 5293.850586
	Iteration 27Q: 3 clusters Score -7925621 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -7925646.000000 Penalty: 5293.850586
	Iteration 28Q: 3 clusters Score -7925646 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -7925651.500000 Penalty: 5293.850586
	Iteration 29Q: 3 clusters Score -7925652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -7925650.500000 Penalty: 5293.850586
	Iteration 30Q: 3 clusters Score -7925650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -7925658.000000 Penalty: 5293.850586
	Iteration 31Q: 3 clusters Score -7925658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -7925658.500000 Penalty: 5293.850586
	Iteration 32Q: 3 clusters Score -7925658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -7925649.000000 Penalty: 5293.850586
	Iteration 33Q: 3 clusters Score -7925649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -7925647.500000 Penalty: 5293.850586
	Iteration 34Q: 3 clusters Score -7925648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -7925640.500000 Penalty: 5293.850586
	Iteration 35Q: 3 clusters Score -7925640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -7925649.500000 Penalty: 5293.850586
	Iteration 36Q: 3 clusters Score -7925650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -7925660.500000 Penalty: 5293.850586
	Iteration 37Q: 3 clusters Score -7925660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -7925651.000000 Penalty: 5293.850586
	Iteration 38Q: 3 clusters Score -7925651 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -7925650.500000 Penalty: 5293.850586
	Iteration 39Q: 3 clusters Score -7925650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -7925651.000000 Penalty: 5293.850586
	Iteration 40F: 3 clusters Score -7925651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -7925658.000000 Penalty: 5293.850586
	Iteration 41Q: 3 clusters Score -7925658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -7925642.000000 Penalty: 5293.850586
	Iteration 42Q: 3 clusters Score -7925642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -7925635.000000 Penalty: 5293.850586
	Iteration 43Q: 3 clusters Score -7925635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -7925642.500000 Penalty: 5293.850586
	Iteration 44Q: 3 clusters Score -7925642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -7925645.000000 Penalty: 5293.850586
	Iteration 45Q: 3 clusters Score -7925645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -7925644.000000 Penalty: 5293.850586
	Iteration 46Q: 3 clusters Score -7925644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -7925657.500000 Penalty: 5293.850586
	Iteration 47Q: 3 clusters Score -7925658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -7925651.000000 Penalty: 5293.850586
	Iteration 48Q: 3 clusters Score -7925651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -7925639.000000 Penalty: 5293.850586
	Iteration 49Q: 3 clusters Score -7925639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -7925653.500000 Penalty: 5293.850586
	Iteration 50Q: 3 clusters Score -7925654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -7925656.500000 Penalty: 5293.850586
	Iteration 51Q: 3 clusters Score -7925656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -7925654.000000 Penalty: 5293.850586
	Iteration 52Q: 3 clusters Score -7925654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -7925664.500000 Penalty: 5293.850586
	Iteration 53Q: 3 clusters Score -7925664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -7925662.500000 Penalty: 5293.850586
	Iteration 54Q: 3 clusters Score -7925662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -7925660.000000 Penalty: 5293.850586
	Iteration 55Q: 3 clusters Score -7925660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -7925663.000000 Penalty: 5293.850586
	Iteration 56Q: 3 clusters Score -7925663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -7925655.000000 Penalty: 5293.850586
	Iteration 57Q: 3 clusters Score -7925655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -7925655.500000 Penalty: 5293.850586
	Iteration 58Q: 3 clusters Score -7925656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -7925653.500000 Penalty: 5293.850586
	Iteration 59Q: 3 clusters Score -7925654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -7925652.500000 Penalty: 5293.850586
	Iteration 60F: 3 clusters Score -7925652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -7925648.000000 Penalty: 5293.850586
	Iteration 61Q: 3 clusters Score -7925648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -7925653.000000 Penalty: 5293.850586
	Iteration 62Q: 3 clusters Score -7925653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -7925650.000000 Penalty: 5293.850586
	Iteration 63Q: 3 clusters Score -7925650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -7925651.500000 Penalty: 5293.850586
	Iteration 64Q: 3 clusters Score -7925652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -7925651.500000 Penalty: 5293.850586
	Iteration 65Q: 3 clusters Score -7925652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -7925657.500000 Penalty: 5293.850586
	Iteration 66Q: 3 clusters Score -7925658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -7925657.500000 Penalty: 5293.850586
	Iteration 67F: 3 clusters Score -7925658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Entering Unmasked Estep 
Score: -7941608.000000 Penalty: 2647.716797
	Iteration 0F: 2 clusters Score -7941608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -7912737.000000 Penalty: 5295.433594
	Iteration 0F: 3 clusters Score -7912737 nChanged 19792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -7923704.500000 Penalty: 5295.433594
	Iteration 1F: 3 clusters Score -7923704 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -7924179.500000 Penalty: 5295.433594
	Iteration 2Q: 3 clusters Score -7924180 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -7924650.500000 Penalty: 5295.433594
	Iteration 3Q: 3 clusters Score -7924650 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -7925146.500000 Penalty: 5295.433594
	Iteration 4Q: 3 clusters Score -7925146 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -7925755.000000 Penalty: 5295.433594
	Iteration 5Q: 3 clusters Score -7925755 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -7926699.500000 Penalty: 5295.433594
	Iteration 6Q: 3 clusters Score -7926700 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -7927904.000000 Penalty: 5295.433594
	Iteration 7F: 3 clusters Score -7927904 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -7929547.000000 Penalty: 5295.433594
	Iteration 8F: 3 clusters Score -7929547 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -7931611.500000 Penalty: 5295.433594
	Iteration 9F: 3 clusters Score -7931612 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -7933836.500000 Penalty: 5295.433594
	Iteration 10F: 3 clusters Score -7933836 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -7935529.000000 Penalty: 5295.433594
	Iteration 11Q: 3 clusters Score -7935529 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -7936625.500000 Penalty: 5295.433594
	Iteration 12Q: 3 clusters Score -7936626 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -7937421.500000 Penalty: 5295.433594
	Iteration 13Q: 3 clusters Score -7937422 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -7938082.500000 Penalty: 5295.433594
	Iteration 14Q: 3 clusters Score -7938082 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -7938610.000000 Penalty: 5295.433594
	Iteration 15Q: 3 clusters Score -7938610 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -7939116.000000 Penalty: 5295.433594
	Iteration 16Q: 3 clusters Score -7939116 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -7939433.500000 Penalty: 5295.433594
	Iteration 17Q: 3 clusters Score -7939434 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -7939638.000000 Penalty: 5295.433594
	Iteration 18Q: 3 clusters Score -7939638 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -7939762.000000 Penalty: 5295.433594
	Iteration 19Q: 3 clusters Score -7939762 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 40541 members 
Entering Unmasked Estep 
Score: -7939824.500000 Penalty: 5295.433594
	Iteration 20F: 3 clusters Score -7939824 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -7939909.000000 Penalty: 5295.433594
	Iteration 21Q: 3 clusters Score -7939909 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -7939941.500000 Penalty: 5295.433594
	Iteration 22Q: 3 clusters Score -7939942 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -7939968.500000 Penalty: 5295.433594
	Iteration 23Q: 3 clusters Score -7939968 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -7939967.000000 Penalty: 5295.433594
	Iteration 24Q: 3 clusters Score -7939967 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -7939967.000000 Penalty: 5295.433594
	Iteration 25Q: 3 clusters Score -7939967 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -7939972.500000 Penalty: 5295.433594
	Iteration 26Q: 3 clusters Score -7939972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -7939979.500000 Penalty: 5295.433594
	Iteration 27Q: 3 clusters Score -7939980 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -7939993.000000 Penalty: 5295.433594
	Iteration 28Q: 3 clusters Score -7939993 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -7940007.500000 Penalty: 5295.433594
	Iteration 29Q: 3 clusters Score -7940008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -7940005.500000 Penalty: 5295.433594
	Iteration 30Q: 3 clusters Score -7940006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -7940005.500000 Penalty: 5295.433594
	Iteration 31Q: 3 clusters Score -7940006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -7939983.000000 Penalty: 5295.433594
	Iteration 32Q: 3 clusters Score -7939983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -7939983.000000 Penalty: 5295.433594
	Iteration 33Q: 3 clusters Score -7939983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -7939968.000000 Penalty: 5295.433594
	Iteration 34Q: 3 clusters Score -7939968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -7939966.500000 Penalty: 5295.433594
	Iteration 35Q: 3 clusters Score -7939966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -7939969.500000 Penalty: 5295.433594
	Iteration 36Q: 3 clusters Score -7939970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -7939973.500000 Penalty: 5295.433594
	Iteration 37Q: 3 clusters Score -7939974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -7939967.500000 Penalty: 5295.433594
	Iteration 38Q: 3 clusters Score -7939968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -7939956.500000 Penalty: 5295.433594
	Iteration 39Q: 3 clusters Score -7939956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -7939960.500000 Penalty: 5295.433594
	Iteration 40F: 3 clusters Score -7939960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -7939955.500000 Penalty: 5295.433594
	Iteration 41Q: 3 clusters Score -7939956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -7939942.500000 Penalty: 5295.433594
	Iteration 42Q: 3 clusters Score -7939942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -7939942.000000 Penalty: 5295.433594
	Iteration 43Q: 3 clusters Score -7939942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -7939946.000000 Penalty: 5295.433594
	Iteration 44Q: 3 clusters Score -7939946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -7939948.500000 Penalty: 5295.433594
	Iteration 45Q: 3 clusters Score -7939948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -7939939.000000 Penalty: 5295.433594
	Iteration 46Q: 3 clusters Score -7939939 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -7939930.000000 Penalty: 5295.433594
	Iteration 47Q: 3 clusters Score -7939930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -7939929.500000 Penalty: 5295.433594
	Iteration 48Q: 3 clusters Score -7939930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -7939917.500000 Penalty: 5295.433594
	Iteration 49Q: 3 clusters Score -7939918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -7939919.000000 Penalty: 5295.433594
	Iteration 50Q: 3 clusters Score -7939919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -7939914.500000 Penalty: 5295.433594
	Iteration 51Q: 3 clusters Score -7939914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -7939909.500000 Penalty: 5295.433594
	Iteration 52Q: 3 clusters Score -7939910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -7939907.500000 Penalty: 5295.433594
	Iteration 53Q: 3 clusters Score -7939908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -7939912.000000 Penalty: 5295.433594
	Iteration 54Q: 3 clusters Score -7939912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -7939914.500000 Penalty: 5295.433594
	Iteration 55Q: 3 clusters Score -7939914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -7939915.000000 Penalty: 5295.433594
	Iteration 56Q: 3 clusters Score -7939915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -7939915.000000 Penalty: 5295.433594
	Iteration 57Q: 3 clusters Score -7939915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -7939922.500000 Penalty: 5295.433594
	Iteration 58Q: 3 clusters Score -7939922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -7939924.000000 Penalty: 5295.433594
	Iteration 59Q: 3 clusters Score -7939924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -7939920.500000 Penalty: 5295.433594
	Iteration 60F: 3 clusters Score -7939920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -7939921.500000 Penalty: 5295.433594
	Iteration 61Q: 3 clusters Score -7939922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -7939920.500000 Penalty: 5295.433594
	Iteration 62Q: 3 clusters Score -7939920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -7939920.000000 Penalty: 5295.433594
	Iteration 63Q: 3 clusters Score -7939920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -7939920.000000 Penalty: 5295.433594
	Iteration 64F: 3 clusters Score -7939920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Entering Unmasked Estep 
Score: -8255607.500000 Penalty: 2654.315430
	Iteration 0F: 2 clusters Score -8255608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -8227010.000000 Penalty: 5308.630859
	Iteration 0F: 3 clusters Score -8227010 nChanged 20472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -8238228.000000 Penalty: 5308.630859
	Iteration 1F: 3 clusters Score -8238228 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -8238973.000000 Penalty: 5308.630859
	Iteration 2Q: 3 clusters Score -8238973 nChanged 2155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8239862 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -8241044.500000 Penalty: 5308.630859
	Iteration 4F: 3 clusters Score -8241044 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8242346 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8243948 nChanged 2861
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8245898 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8247770 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -8249353.500000 Penalty: 5308.630859
	Iteration 9F: 3 clusters Score -8249354 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8250210 nChanged 1244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8250646 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8250890 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8251126 nChanged 636
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Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8251382 nChanged 540
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Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8251589 nChanged 458
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Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8251732 nChanged 449
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Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8251858 nChanged 363
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Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8251960 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8252027 nChanged 323
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Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8252132 nChanged 258
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Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8252224 nChanged 236
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Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8252301 nChanged 211
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Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8252332 nChanged 199
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Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8252380 nChanged 196
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Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8252420 nChanged 206
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Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8252435 nChanged 168
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Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8252478 nChanged 150
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Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8252519 nChanged 169
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Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8252551 nChanged 142
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Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8252567 nChanged 146
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Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8252620 nChanged 146
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Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8252638 nChanged 125
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Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8252654 nChanged 111
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Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8252698 nChanged 118
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Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8252724 nChanged 116
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Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8252746 nChanged 126
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Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8252755 nChanged 118
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Mstep: Class 1 contains 31712 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8252786 nChanged 97
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Mstep: Class 1 contains 31805 members 
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	Iteration 39Q: 3 clusters Score -8252796 nChanged 102
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Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8252821 nChanged 91
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Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8252838 nChanged 94
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Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8252851 nChanged 129
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Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8252863 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8252896 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8252934 nChanged 115
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Mstep: Class 1 contains 32534 members 
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	Iteration 46Q: 3 clusters Score -8252942 nChanged 104
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Mstep: Class 1 contains 32634 members 
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	Iteration 47Q: 3 clusters Score -8252960 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 11754 members 
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	Iteration 48Q: 3 clusters Score -8252967 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32813 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8252982 nChanged 79
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Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8253023 nChanged 68
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Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 11544 members 
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	Iteration 51Q: 3 clusters Score -8253030 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8253068 nChanged 66
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Mstep: Class 1 contains 33062 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8253080 nChanged 73
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Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8253086 nChanged 70
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Mstep: Class 1 contains 33191 members 
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Entering Unmasked Estep 
Score: -8253084.500000 Penalty: 5308.630859
	Iteration 55Q: 3 clusters Score -8253084 nChanged 70
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Mstep: Class 1 contains 33251 members 
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	Iteration 56Q: 3 clusters Score -8253106 nChanged 66
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Mstep: Class 1 contains 33313 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8253110 nChanged 58
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Mstep: Class 1 contains 33367 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8253110 nChanged 50
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Mstep: Class 1 contains 33409 members 
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Entering Unmasked Estep 
Score: -8253134.000000 Penalty: 5308.630859
	Iteration 59Q: 3 clusters Score -8253134 nChanged 37
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Mstep: Class 1 contains 33444 members 
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Entering Unmasked Estep 
Score: -8253133.500000 Penalty: 5308.630859
	Iteration 60F: 3 clusters Score -8253134 nChanged 35
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Mstep: Class 1 contains 33477 members 
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Entering Unmasked Estep 
Score: -8253136.500000 Penalty: 5308.630859
	Iteration 61Q: 3 clusters Score -8253136 nChanged 36
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Mstep: Class 1 contains 33509 members 
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Entering Unmasked Estep 
Score: -8253128.000000 Penalty: 5308.630859
	Iteration 62Q: 3 clusters Score -8253128 nChanged 42
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Mstep: Class 1 contains 33541 members 
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Score: -8253146.500000 Penalty: 5308.630859
	Iteration 63Q: 3 clusters Score -8253146 nChanged 38
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Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8253146 nChanged 34
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Mstep: Class 1 contains 33603 members 
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Entering Unmasked Estep 
Score: -8253149.500000 Penalty: 5308.630859
	Iteration 65Q: 3 clusters Score -8253150 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
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Entering Unmasked Estep 
Score: -8253154.000000 Penalty: 5308.630859
	Iteration 66Q: 3 clusters Score -8253154 nChanged 36
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Mstep: Class 1 contains 33670 members 
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Entering Unmasked Estep 
Score: -8253171.500000 Penalty: 5308.630859
	Iteration 67Q: 3 clusters Score -8253172 nChanged 32
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Mstep: Class 1 contains 33702 members 
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Entering Unmasked Estep 
Score: -8253173.500000 Penalty: 5308.630859
	Iteration 68Q: 3 clusters Score -8253174 nChanged 29
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Mstep: Class 1 contains 33731 members 
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Entering Unmasked Estep 
Score: -8253176.000000 Penalty: 5308.630859
	Iteration 69Q: 3 clusters Score -8253176 nChanged 31
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Mstep: Class 1 contains 33760 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8253175 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33774 members 
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Entering Unmasked Estep 
Score: -8253186.000000 Penalty: 5308.630859
	Iteration 71Q: 3 clusters Score -8253186 nChanged 21
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Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -8253183.000000 Penalty: 5308.630859
	Iteration 72Q: 3 clusters Score -8253183 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33827 members 
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Entering Unmasked Estep 
Score: -8253193.500000 Penalty: 5308.630859
	Iteration 73Q: 3 clusters Score -8253194 nChanged 32
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Mstep: Class 1 contains 33859 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8253201 nChanged 26
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Mstep: Class 1 contains 33885 members 
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Entering Unmasked Estep 
Score: -8253217.000000 Penalty: 5308.630859
	Iteration 75Q: 3 clusters Score -8253217 nChanged 24
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Score: -8253225.500000 Penalty: 5308.630859
	Iteration 76Q: 3 clusters Score -8253226 nChanged 29
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	Iteration 77Q: 3 clusters Score -8253225 nChanged 26
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Mstep: Class 1 contains 33964 members 
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	Iteration 78Q: 3 clusters Score -8253248 nChanged 37
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Mstep: Class 1 contains 33999 members 
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Entering Unmasked Estep 
Score: -8253255.500000 Penalty: 5308.630859
	Iteration 79Q: 3 clusters Score -8253256 nChanged 32
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8253270 nChanged 34
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Mstep: Class 1 contains 34065 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8253272 nChanged 26
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Mstep: Class 1 contains 34089 members 
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	Iteration 82Q: 3 clusters Score -8253272 nChanged 33
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8253282 nChanged 32
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	Iteration 84Q: 3 clusters Score -8253280 nChanged 26
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Mstep: Class 1 contains 34180 members 
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	Iteration 85Q: 3 clusters Score -8253290 nChanged 21
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8253292 nChanged 25
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Mstep: Class 1 contains 34224 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8253290 nChanged 26
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Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8253287 nChanged 36
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Entering Unmasked Estep 
Score: -8253308.500000 Penalty: 5308.630859
	Iteration 89Q: 3 clusters Score -8253308 nChanged 29
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Entering Unmasked Estep 
Score: -8253301.500000 Penalty: 5308.630859
	Iteration 90Q: 3 clusters Score -8253302 nChanged 28
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Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -8253323.500000 Penalty: 5308.630859
	Iteration 91Q: 3 clusters Score -8253324 nChanged 25
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8253330 nChanged 35
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Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -8253333.500000 Penalty: 5308.630859
	Iteration 93Q: 3 clusters Score -8253334 nChanged 37
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Entering Unmasked Estep 
Score: -8253345.000000 Penalty: 5308.630859
	Iteration 94Q: 3 clusters Score -8253345 nChanged 30
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Entering Unmasked Estep 
Score: -8253342.000000 Penalty: 5308.630859
	Iteration 95Q: 3 clusters Score -8253342 nChanged 42
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Entering Unmasked Estep 
Score: -8253353.500000 Penalty: 5308.630859
	Iteration 96Q: 3 clusters Score -8253354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -8253382.500000 Penalty: 5308.630859
	Iteration 97Q: 3 clusters Score -8253382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -8253394.500000 Penalty: 5308.630859
	Iteration 98Q: 3 clusters Score -8253394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -8253395.500000 Penalty: 5308.630859
	Iteration 99Q: 3 clusters Score -8253396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -8253396.500000 Penalty: 5308.630859
	Iteration 100F: 3 clusters Score -8253396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -8253402.000000 Penalty: 5308.630859
	Iteration 101Q: 3 clusters Score -8253402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -8253398.500000 Penalty: 5308.630859
	Iteration 102Q: 3 clusters Score -8253398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -8253413.500000 Penalty: 5308.630859
	Iteration 103Q: 3 clusters Score -8253414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -8253408.500000 Penalty: 5308.630859
	Iteration 104Q: 3 clusters Score -8253408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -8253404.500000 Penalty: 5308.630859
	Iteration 105Q: 3 clusters Score -8253404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -8253409.500000 Penalty: 5308.630859
	Iteration 106Q: 3 clusters Score -8253410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -8253416.000000 Penalty: 5308.630859
	Iteration 107Q: 3 clusters Score -8253416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -8253415.500000 Penalty: 5308.630859
	Iteration 108Q: 3 clusters Score -8253416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -8253408.000000 Penalty: 5308.630859
	Iteration 109Q: 3 clusters Score -8253408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -8253418.000000 Penalty: 5308.630859
	Iteration 110Q: 3 clusters Score -8253418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -8253411.000000 Penalty: 5308.630859
	Iteration 111Q: 3 clusters Score -8253411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -8253420.500000 Penalty: 5308.630859
	Iteration 112Q: 3 clusters Score -8253420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -8253421.000000 Penalty: 5308.630859
	Iteration 113Q: 3 clusters Score -8253421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -8253424.500000 Penalty: 5308.630859
	Iteration 114Q: 3 clusters Score -8253424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -8253422.500000 Penalty: 5308.630859
	Iteration 115Q: 3 clusters Score -8253422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -8253423.000000 Penalty: 5308.630859
	Iteration 116Q: 3 clusters Score -8253423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -8253428.500000 Penalty: 5308.630859
	Iteration 117Q: 3 clusters Score -8253428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -8253425.000000 Penalty: 5308.630859
	Iteration 118Q: 3 clusters Score -8253425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -8253425.000000 Penalty: 5308.630859
	Iteration 119F: 3 clusters Score -8253425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (32998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Entering Unmasked Estep 
Score: -5915563.000000 Penalty: 2580.242188
	Iteration 0F: 2 clusters Score -5915563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -5892957.000000 Penalty: 5160.484375
	Iteration 0F: 3 clusters Score -5892957 nChanged 15001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -5901042.500000 Penalty: 5160.484375
	Iteration 1F: 3 clusters Score -5901042 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -5901495.500000 Penalty: 5160.484375
	Iteration 2Q: 3 clusters Score -5901496 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -5901977.500000 Penalty: 5160.484375
	Iteration 3Q: 3 clusters Score -5901978 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -5902511.500000 Penalty: 5160.484375
	Iteration 4Q: 3 clusters Score -5902512 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -5903255.000000 Penalty: 5160.484375
	Iteration 5Q: 3 clusters Score -5903255 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -5904370.500000 Penalty: 5160.484375
	Iteration 6F: 3 clusters Score -5904370 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -5906175.000000 Penalty: 5160.484375
	Iteration 7F: 3 clusters Score -5906175 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -5908481.000000 Penalty: 5160.484375
	Iteration 8F: 3 clusters Score -5908481 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -5910750.500000 Penalty: 5160.484375
	Iteration 9F: 3 clusters Score -5910750 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -5912358.500000 Penalty: 5160.484375
	Iteration 10Q: 3 clusters Score -5912358 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -5913295.500000 Penalty: 5160.484375
	Iteration 11Q: 3 clusters Score -5913296 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -5913676.000000 Penalty: 5160.484375
	Iteration 12Q: 3 clusters Score -5913676 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -5913805.000000 Penalty: 5160.484375
	Iteration 13Q: 3 clusters Score -5913805 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -5913866.500000 Penalty: 5160.484375
	Iteration 14Q: 3 clusters Score -5913866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -5913895.500000 Penalty: 5160.484375
	Iteration 15Q: 3 clusters Score -5913896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -5913916.000000 Penalty: 5160.484375
	Iteration 16Q: 3 clusters Score -5913916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -5913911.000000 Penalty: 5160.484375
	Iteration 17Q: 3 clusters Score -5913911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -5913940.000000 Penalty: 5160.484375
	Iteration 18Q: 3 clusters Score -5913940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -5913950.000000 Penalty: 5160.484375
	Iteration 19Q: 3 clusters Score -5913950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -5913946.000000 Penalty: 5160.484375
	Iteration 20F: 3 clusters Score -5913946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -5913942.000000 Penalty: 5160.484375
	Iteration 21Q: 3 clusters Score -5913942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -5913949.500000 Penalty: 5160.484375
	Iteration 22Q: 3 clusters Score -5913950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -5913956.500000 Penalty: 5160.484375
	Iteration 23Q: 3 clusters Score -5913956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -5913956.500000 Penalty: 5160.484375
	Iteration 24Q: 3 clusters Score -5913956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -5913962.000000 Penalty: 5160.484375
	Iteration 25Q: 3 clusters Score -5913962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -5913960.000000 Penalty: 5160.484375
	Iteration 26Q: 3 clusters Score -5913960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -5913961.000000 Penalty: 5160.484375
	Iteration 27Q: 3 clusters Score -5913961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -5913955.500000 Penalty: 5160.484375
	Iteration 28Q: 3 clusters Score -5913956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -5913956.000000 Penalty: 5160.484375
	Iteration 29Q: 3 clusters Score -5913956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -5913954.500000 Penalty: 5160.484375
	Iteration 30Q: 3 clusters Score -5913954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -5913955.500000 Penalty: 5160.484375
	Iteration 31Q: 3 clusters Score -5913956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -5913956.000000 Penalty: 5160.484375
	Iteration 32Q: 3 clusters Score -5913956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -5913956.500000 Penalty: 5160.484375
	Iteration 33Q: 3 clusters Score -5913956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -5913959.000000 Penalty: 5160.484375
	Iteration 34Q: 3 clusters Score -5913959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -5913958.000000 Penalty: 5160.484375
	Iteration 35Q: 3 clusters Score -5913958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -5913964.500000 Penalty: 5160.484375
	Iteration 36Q: 3 clusters Score -5913964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -5913964.500000 Penalty: 5160.484375
	Iteration 37F: 3 clusters Score -5913964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Entering Unmasked Estep 
Score: -8666756.000000 Penalty: 2670.077148
	Iteration 0F: 2 clusters Score -8666756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -8636052.000000 Penalty: 5340.154297
	Iteration 0F: 3 clusters Score -8636052 nChanged 21877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8648126.000000 Penalty: 5340.154297
	Iteration 1F: 3 clusters Score -8648126 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -8648771.000000 Penalty: 5340.154297
	Iteration 2Q: 3 clusters Score -8648771 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -8649465.000000 Penalty: 5340.154297
	Iteration 3Q: 3 clusters Score -8649465 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8650490.000000 Penalty: 5340.154297
	Iteration 4Q: 3 clusters Score -8650490 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -8651759.000000 Penalty: 5340.154297
	Iteration 5Q: 3 clusters Score -8651759 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -8653317.000000 Penalty: 5340.154297
	Iteration 6F: 3 clusters Score -8653317 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -8654983.000000 Penalty: 5340.154297
	Iteration 7F: 3 clusters Score -8654983 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -8656705.000000 Penalty: 5340.154297
	Iteration 8F: 3 clusters Score -8656705 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -8658538.000000 Penalty: 5340.154297
	Iteration 9F: 3 clusters Score -8658538 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -8660238.000000 Penalty: 5340.154297
	Iteration 10F: 3 clusters Score -8660238 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -8661508.000000 Penalty: 5340.154297
	Iteration 11Q: 3 clusters Score -8661508 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -8662137.000000 Penalty: 5340.154297
	Iteration 12Q: 3 clusters Score -8662137 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -8662542.000000 Penalty: 5340.154297
	Iteration 13Q: 3 clusters Score -8662542 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -8662862.000000 Penalty: 5340.154297
	Iteration 14Q: 3 clusters Score -8662862 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -8663078.000000 Penalty: 5340.154297
	Iteration 15Q: 3 clusters Score -8663078 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -8663328.000000 Penalty: 5340.154297
	Iteration 16Q: 3 clusters Score -8663328 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -8663542.000000 Penalty: 5340.154297
	Iteration 17Q: 3 clusters Score -8663542 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -8663672.000000 Penalty: 5340.154297
	Iteration 18Q: 3 clusters Score -8663672 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -8663863.000000 Penalty: 5340.154297
	Iteration 19Q: 3 clusters Score -8663863 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -8663999.000000 Penalty: 5340.154297
	Iteration 20F: 3 clusters Score -8663999 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -8664110.000000 Penalty: 5340.154297
	Iteration 21Q: 3 clusters Score -8664110 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -8664253.000000 Penalty: 5340.154297
	Iteration 22Q: 3 clusters Score -8664253 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -8664396.000000 Penalty: 5340.154297
	Iteration 23Q: 3 clusters Score -8664396 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -8664533.000000 Penalty: 5340.154297
	Iteration 24Q: 3 clusters Score -8664533 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -8664664.000000 Penalty: 5340.154297
	Iteration 25Q: 3 clusters Score -8664664 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -8664799.000000 Penalty: 5340.154297
	Iteration 26Q: 3 clusters Score -8664799 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -8664949.000000 Penalty: 5340.154297
	Iteration 27Q: 3 clusters Score -8664949 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -8665049.000000 Penalty: 5340.154297
	Iteration 28Q: 3 clusters Score -8665049 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -8665126.000000 Penalty: 5340.154297
	Iteration 29Q: 3 clusters Score -8665126 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8665200 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8665300 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8665368 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8665406 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8665528 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8665580 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8665647 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8665684 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8665729 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8665770 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8665820 nChanged 201
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Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8665883 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8665948 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8665952 nChanged 170
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Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8666001 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8666036 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8666075 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8666103 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8666128 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8666165 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8666191 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8666194 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8666215 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8666224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8666254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8666267 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8666260 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8666266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8666274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8666282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8666308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8666320 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8666320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8666321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8666320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8666330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8666352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8666350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8666375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8666375 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -8666391.000000 Penalty: 5340.154297
	Iteration 71Q: 3 clusters Score -8666391 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -8666381.000000 Penalty: 5340.154297
	Iteration 72Q: 3 clusters Score -8666381 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8666400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8666387 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -8666389.000000 Penalty: 5340.154297
	Iteration 75Q: 3 clusters Score -8666389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8666392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8666387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8666394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -8666419.000000 Penalty: 5340.154297
	Iteration 79Q: 3 clusters Score -8666419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8666420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8666429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8666437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8666445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8666461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8666451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8666446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8666452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8666456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8666448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8666450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8666445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8666450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8666447 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 40797 members 
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	Iteration 94Q: 3 clusters Score -8666446 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 40798 members 
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	Iteration 95Q: 3 clusters Score -8666448 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6603 members 
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	Iteration 96Q: 3 clusters Score -8666446 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6599 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8666451 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 40806 members 
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	Iteration 98Q: 3 clusters Score -8666451 nChanged 1
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8666457 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8666457 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8666455 nChanged 4
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	Iteration 102Q: 3 clusters Score -8666461 nChanged 4
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	Iteration 103Q: 3 clusters Score -8666461 nChanged 1
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	Iteration 104Q: 3 clusters Score -8666457 nChanged 0
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Entering Unmasked Estep 
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	Iteration 105F: 3 clusters Score -8666457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 44551 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 50192 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 48180 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 46402 members 
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Mstep: Class 10 contains 50201 members 
Mstep: Class 11 contains 1032 members 
Mstep: Class 12 contains 48573 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 42492 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42099 members 
Mstep: Class 17 contains 43178 members 
Mstep: Class 18 contains 43316 members 
Mstep: Class 19 contains 44484 members 
Mstep: Class 20 contains 32998 members 
Mstep: Class 21 contains 47403 members 
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Iteration 119Q: 23 clusters Score -1.26901e+08 nChanged 11210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 44406 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 50143 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 48338 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 45639 members 
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Mstep: Class 10 contains 50103 members 
Mstep: Class 11 contains 1031 members 
Mstep: Class 12 contains 48485 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 42158 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 44220 members 
Mstep: Class 17 contains 43244 members 
Mstep: Class 18 contains 43217 members 
Mstep: Class 19 contains 44830 members 
Mstep: Class 20 contains 33002 members 
Mstep: Class 21 contains 47386 members 
Mstep: Class 22 contains 14823 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 23 clusters Score -1.269034e+08 nChanged 11809
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 44047 members 
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Mstep: Class 4 contains 49699 members 
Mstep: Class 5 contains 2578 members 
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Mstep: Class 8 contains 44963 members 
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Mstep: Class 10 contains 49725 members 
Mstep: Class 11 contains 1029 members 
Mstep: Class 12 contains 48220 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 41612 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 44742 members 
Mstep: Class 17 contains 43200 members 
Mstep: Class 18 contains 42939 members 
Mstep: Class 19 contains 44749 members 
Mstep: Class 20 contains 33010 members 
Mstep: Class 21 contains 47248 members 
Mstep: Class 22 contains 18280 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 23 clusters Score -1.269062e+08 nChanged 10419
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 43786 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 49362 members 
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Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 44548 members 
Mstep: Class 9 contains 45918 members 
Mstep: Class 10 contains 49434 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 47966 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 41182 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 44780 members 
Mstep: Class 17 contains 43173 members 
Mstep: Class 18 contains 42687 members 
Mstep: Class 19 contains 44544 members 
Mstep: Class 20 contains 33008 members 
Mstep: Class 21 contains 47068 members 
Mstep: Class 22 contains 21535 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 23 clusters Score -1.269088e+08 nChanged 9854
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 43510 members 
Mstep: Class 3 contains 1103 members 
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Mstep: Class 9 contains 45820 members 
Mstep: Class 10 contains 49069 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 47696 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40802 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 44590 members 
Mstep: Class 17 contains 43096 members 
Mstep: Class 18 contains 42410 members 
Mstep: Class 19 contains 44393 members 
Mstep: Class 20 contains 33005 members 
Mstep: Class 21 contains 46870 members 
Mstep: Class 22 contains 24925 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 23 clusters Score -1.269108e+08 nChanged 9454
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 43283 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 48793 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 46661 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 44115 members 
Mstep: Class 9 contains 45681 members 
Mstep: Class 10 contains 48735 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 47291 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40460 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 44366 members 
Mstep: Class 17 contains 43004 members 
Mstep: Class 18 contains 42180 members 
Mstep: Class 19 contains 44236 members 
Mstep: Class 20 contains 33016 members 
Mstep: Class 21 contains 46661 members 
Mstep: Class 22 contains 28440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912144.000000 Penalty: 73421.343750
Iteration 124Q: 23 clusters Score -1.269121e+08 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 43075 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 48550 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 46217 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 43853 members 
Mstep: Class 9 contains 45528 members 
Mstep: Class 10 contains 48364 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 46864 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40186 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 44202 members 
Mstep: Class 17 contains 42890 members 
Mstep: Class 18 contains 41910 members 
Mstep: Class 19 contains 44017 members 
Mstep: Class 20 contains 33018 members 
Mstep: Class 21 contains 46466 members 
Mstep: Class 22 contains 32076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913632.000000 Penalty: 73421.343750
Iteration 125Q: 23 clusters Score -1.269136e+08 nChanged 9403
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 42841 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 48246 members 
Mstep: Class 5 contains 2578 members 
Mstep: Class 6 contains 45757 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 43485 members 
Mstep: Class 9 contains 45468 members 
Mstep: Class 10 contains 47964 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 46507 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 39849 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 43977 members 
Mstep: Class 17 contains 42802 members 
Mstep: Class 18 contains 41586 members 
Mstep: Class 19 contains 43854 members 
Mstep: Class 20 contains 33020 members 
Mstep: Class 21 contains 46247 members 
Mstep: Class 22 contains 35889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916176.000000 Penalty: 73421.343750
Iteration 126Q: 23 clusters Score -1.269162e+08 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 42624 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 48003 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 45394 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 43099 members 
Mstep: Class 9 contains 45374 members 
Mstep: Class 10 contains 47556 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 46074 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 39420 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 43491 members 
Mstep: Class 17 contains 42736 members 
Mstep: Class 18 contains 41319 members 
Mstep: Class 19 contains 43709 members 
Mstep: Class 20 contains 33014 members 
Mstep: Class 21 contains 46042 members 
Mstep: Class 22 contains 39822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917912.000000 Penalty: 73421.343750
Iteration 127Q: 23 clusters Score -1.269179e+08 nChanged 10040
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 42293 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 47790 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 44979 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 42568 members 
Mstep: Class 9 contains 45311 members 
Mstep: Class 10 contains 47210 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 45697 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38963 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 42716 members 
Mstep: Class 18 contains 41014 members 
Mstep: Class 19 contains 43637 members 
Mstep: Class 20 contains 33018 members 
Mstep: Class 21 contains 45838 members 
Mstep: Class 22 contains 44112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920464.000000 Penalty: 73421.343750
Iteration 128Q: 23 clusters Score -1.269205e+08 nChanged 13312
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 41968 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 47581 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 43990 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 41842 members 
Mstep: Class 9 contains 45375 members 
Mstep: Class 10 contains 46899 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45633 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38725 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41153 members 
Mstep: Class 17 contains 42630 members 
Mstep: Class 18 contains 40604 members 
Mstep: Class 19 contains 43604 members 
Mstep: Class 20 contains 32992 members 
Mstep: Class 21 contains 45741 members 
Mstep: Class 22 contains 49555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919560.000000 Penalty: 73421.343750
Iteration 129Q: 23 clusters Score -1.269196e+08 nChanged 18189
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 41821 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 47713 members 
Mstep: Class 5 contains 2578 members 
Mstep: Class 6 contains 42704 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 41619 members 
Mstep: Class 9 contains 45504 members 
Mstep: Class 10 contains 46625 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 45986 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38708 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 38446 members 
Mstep: Class 17 contains 42556 members 
Mstep: Class 18 contains 40126 members 
Mstep: Class 19 contains 43598 members 
Mstep: Class 20 contains 32969 members 
Mstep: Class 21 contains 45686 members 
Mstep: Class 22 contains 54369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913376.000000 Penalty: 73421.343750
Iteration 130Q: 23 clusters Score -1.269134e+08 nChanged 16153
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 42195 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48161 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 42464 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 42342 members 
Mstep: Class 9 contains 45399 members 
Mstep: Class 10 contains 46723 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 46435 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38883 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 36798 members 
Mstep: Class 17 contains 42464 members 
Mstep: Class 18 contains 39726 members 
Mstep: Class 19 contains 43877 members 
Mstep: Class 20 contains 32972 members 
Mstep: Class 21 contains 45639 members 
Mstep: Class 22 contains 53966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911256.000000 Penalty: 73421.343750
Iteration 131Q: 23 clusters Score -1.269113e+08 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 42615 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48446 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 42923 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 42977 members 
Mstep: Class 9 contains 45172 members 
Mstep: Class 10 contains 46890 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 46607 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 39049 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 36373 members 
Mstep: Class 17 contains 42344 members 
Mstep: Class 18 contains 39405 members 
Mstep: Class 19 contains 43935 members 
Mstep: Class 20 contains 32976 members 
Mstep: Class 21 contains 45594 members 
Mstep: Class 22 contains 52196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912904.000000 Penalty: 73421.343750
Iteration 132Q: 23 clusters Score -1.269129e+08 nChanged 8698
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 42735 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48533 members 
Mstep: Class 5 contains 2579 members 
Mstep: Class 6 contains 43429 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 43347 members 
Mstep: Class 9 contains 44878 members 
Mstep: Class 10 contains 46918 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 46637 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 39140 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 36486 members 
Mstep: Class 17 contains 42179 members 
Mstep: Class 18 contains 39190 members 
Mstep: Class 19 contains 43835 members 
Mstep: Class 20 contains 32987 members 
Mstep: Class 21 contains 45559 members 
Mstep: Class 22 contains 51421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913912.000000 Penalty: 73421.343750
Iteration 133Q: 23 clusters Score -1.269139e+08 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 42854 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48552 members 
Mstep: Class 5 contains 2580 members 
Mstep: Class 6 contains 43699 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 43563 members 
Mstep: Class 9 contains 44590 members 
Mstep: Class 10 contains 46924 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 46595 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 39184 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 36750 members 
Mstep: Class 17 contains 42084 members 
Mstep: Class 18 contains 39000 members 
Mstep: Class 19 contains 43671 members 
Mstep: Class 20 contains 32998 members 
Mstep: Class 21 contains 45572 members 
Mstep: Class 22 contains 51051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914320.000000 Penalty: 73421.343750
Iteration 134Q: 23 clusters Score -1.269143e+08 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 42909 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48564 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 43954 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 43726 members 
Mstep: Class 9 contains 44380 members 
Mstep: Class 10 contains 46966 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 46559 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 39130 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 37101 members 
Mstep: Class 17 contains 42045 members 
Mstep: Class 18 contains 38844 members 
Mstep: Class 19 contains 43495 members 
Mstep: Class 20 contains 32986 members 
Mstep: Class 21 contains 45530 members 
Mstep: Class 22 contains 50883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914048.000000 Penalty: 73421.343750
Iteration 135Q: 23 clusters Score -1.26914e+08 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 42984 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48545 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 44126 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 43823 members 
Mstep: Class 9 contains 44200 members 
Mstep: Class 10 contains 46986 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 46514 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 39065 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 37508 members 
Mstep: Class 17 contains 42013 members 
Mstep: Class 18 contains 38747 members 
Mstep: Class 19 contains 43310 members 
Mstep: Class 20 contains 32986 members 
Mstep: Class 21 contains 45475 members 
Mstep: Class 22 contains 50739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914320.000000 Penalty: 73421.343750
Iteration 136Q: 23 clusters Score -1.269143e+08 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 43085 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48529 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 44277 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 43892 members 
Mstep: Class 9 contains 44023 members 
Mstep: Class 10 contains 46957 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 46438 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38980 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 41985 members 
Mstep: Class 18 contains 38623 members 
Mstep: Class 19 contains 43153 members 
Mstep: Class 20 contains 33001 members 
Mstep: Class 21 contains 45434 members 
Mstep: Class 22 contains 50664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914272.000000 Penalty: 73421.343750
Iteration 137Q: 23 clusters Score -1.269143e+08 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 43128 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48528 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 44316 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 43904 members 
Mstep: Class 9 contains 43881 members 
Mstep: Class 10 contains 46937 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 46367 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38827 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 38383 members 
Mstep: Class 17 contains 41994 members 
Mstep: Class 18 contains 38555 members 
Mstep: Class 19 contains 43098 members 
Mstep: Class 20 contains 32996 members 
Mstep: Class 21 contains 45402 members 
Mstep: Class 22 contains 50690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914864.000000 Penalty: 73421.343750
Iteration 138Q: 23 clusters Score -1.269149e+08 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 43153 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48520 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 44407 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 43911 members 
Mstep: Class 9 contains 43765 members 
Mstep: Class 10 contains 46895 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 46272 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38701 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 38764 members 
Mstep: Class 17 contains 41989 members 
Mstep: Class 18 contains 38499 members 
Mstep: Class 19 contains 43077 members 
Mstep: Class 20 contains 33009 members 
Mstep: Class 21 contains 45339 members 
Mstep: Class 22 contains 50669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914616.000000 Penalty: 73421.343750
Iteration 139Q: 23 clusters Score -1.269146e+08 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 43177 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48478 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 44534 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 43966 members 
Mstep: Class 9 contains 43658 members 
Mstep: Class 10 contains 46858 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 46179 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38548 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 39073 members 
Mstep: Class 17 contains 41974 members 
Mstep: Class 18 contains 38445 members 
Mstep: Class 19 contains 43033 members 
Mstep: Class 20 contains 33028 members 
Mstep: Class 21 contains 45324 members 
Mstep: Class 22 contains 50703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918848.000000 Penalty: 73421.343750
Iteration 140F: 23 clusters Score -1.269188e+08 nChanged 9161
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 43103 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48408 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 43635 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 43719 members 
Mstep: Class 9 contains 43582 members 
Mstep: Class 10 contains 46669 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 46073 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38452 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 37546 members 
Mstep: Class 17 contains 41991 members 
Mstep: Class 18 contains 38353 members 
Mstep: Class 19 contains 42912 members 
Mstep: Class 20 contains 33033 members 
Mstep: Class 21 contains 45278 members 
Mstep: Class 22 contains 54444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915736.000000 Penalty: 73421.343750
Iteration 141Q: 23 clusters Score -1.269157e+08 nChanged 10832
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 43265 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48410 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 43486 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 43956 members 
Mstep: Class 9 contains 43514 members 
Mstep: Class 10 contains 46651 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 46038 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38453 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 36633 members 
Mstep: Class 17 contains 41998 members 
Mstep: Class 18 contains 38251 members 
Mstep: Class 19 contains 43002 members 
Mstep: Class 20 contains 33042 members 
Mstep: Class 21 contains 45225 members 
Mstep: Class 22 contains 55198 members 
Entering Unmasked Estep 
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Score: -126915096.000000 Penalty: 73421.343750
Iteration 142Q: 23 clusters Score -1.269151e+08 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 43274 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48405 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 43630 members 
Mstep: Class 7 contains 324 members 
Mstep: Class 8 contains 44272 members 
Mstep: Class 9 contains 43462 members 
Mstep: Class 10 contains 46670 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 45927 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38467 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 36416 members 
Mstep: Class 17 contains 41975 members 
Mstep: Class 18 contains 38124 members 
Mstep: Class 19 contains 43047 members 
Mstep: Class 20 contains 33073 members 
Mstep: Class 21 contains 45144 members 
Mstep: Class 22 contains 55184 members 
Entering Unmasked Estep 
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Score: -126915056.000000 Penalty: 73421.343750
Iteration 143Q: 23 clusters Score -1.269151e+08 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 43149 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48352 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 43841 members 
Mstep: Class 7 contains 323 members 
Mstep: Class 8 contains 44375 members 
Mstep: Class 9 contains 43411 members 
Mstep: Class 10 contains 46650 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 45796 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38498 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 36602 members 
Mstep: Class 17 contains 41982 members 
Mstep: Class 18 contains 38009 members 
Mstep: Class 19 contains 43131 members 
Mstep: Class 20 contains 33109 members 
Mstep: Class 21 contains 45068 members 
Mstep: Class 22 contains 55108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915832.000000 Penalty: 73421.343750
Iteration 144Q: 23 clusters Score -1.269158e+08 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 43001 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48265 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 44017 members 
Mstep: Class 7 contains 322 members 
Mstep: Class 8 contains 44420 members 
Mstep: Class 9 contains 43367 members 
Mstep: Class 10 contains 46632 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 45674 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38463 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 37027 members 
Mstep: Class 17 contains 41966 members 
Mstep: Class 18 contains 37948 members 
Mstep: Class 19 contains 43123 members 
Mstep: Class 20 contains 33149 members 
Mstep: Class 21 contains 44964 members 
Mstep: Class 22 contains 55039 members 
Entering Unmasked Estep 
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Score: -126916440.000000 Penalty: 73421.343750
Iteration 145Q: 23 clusters Score -1.269164e+08 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 42853 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48185 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 44065 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 44432 members 
Mstep: Class 9 contains 43359 members 
Mstep: Class 10 contains 46638 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 45588 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38355 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 37665 members 
Mstep: Class 17 contains 41923 members 
Mstep: Class 18 contains 37881 members 
Mstep: Class 19 contains 43095 members 
Mstep: Class 20 contains 33172 members 
Mstep: Class 21 contains 44913 members 
Mstep: Class 22 contains 54961 members 
Entering Unmasked Estep 
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Score: -126917160.000000 Penalty: 73421.343750
Iteration 146Q: 23 clusters Score -1.269172e+08 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 42720 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48093 members 
Mstep: Class 5 contains 2584 members 
Mstep: Class 6 contains 44095 members 
Mstep: Class 7 contains 321 members 
Mstep: Class 8 contains 44429 members 
Mstep: Class 9 contains 43351 members 
Mstep: Class 10 contains 46600 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 45508 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38126 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 38316 members 
Mstep: Class 17 contains 41882 members 
Mstep: Class 18 contains 37862 members 
Mstep: Class 19 contains 43152 members 
Mstep: Class 20 contains 33185 members 
Mstep: Class 21 contains 44860 members 
Mstep: Class 22 contains 54960 members 
Entering Unmasked Estep 
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Score: -126916968.000000 Penalty: 73421.343750
Iteration 147Q: 23 clusters Score -1.26917e+08 nChanged 6295
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 42631 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48009 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 44065 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44398 members 
Mstep: Class 9 contains 43313 members 
Mstep: Class 10 contains 46536 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 45486 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 37776 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 38962 members 
Mstep: Class 17 contains 41837 members 
Mstep: Class 18 contains 37842 members 
Mstep: Class 19 contains 43236 members 
Mstep: Class 20 contains 33209 members 
Mstep: Class 21 contains 44805 members 
Mstep: Class 22 contains 55063 members 
Entering Unmasked Estep 
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Score: -126917416.000000 Penalty: 73421.343750
Iteration 148Q: 23 clusters Score -1.269174e+08 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 42537 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48001 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 43981 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44433 members 
Mstep: Class 9 contains 43291 members 
Mstep: Class 10 contains 46505 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 45464 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 37389 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 39619 members 
Mstep: Class 17 contains 41781 members 
Mstep: Class 18 contains 37741 members 
Mstep: Class 19 contains 43304 members 
Mstep: Class 20 contains 33223 members 
Mstep: Class 21 contains 44754 members 
Mstep: Class 22 contains 55183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916752.000000 Penalty: 73421.343750
Iteration 149Q: 23 clusters Score -1.269168e+08 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 42430 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48001 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 43957 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44442 members 
Mstep: Class 9 contains 43240 members 
Mstep: Class 10 contains 46441 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 45408 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 37003 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 40284 members 
Mstep: Class 17 contains 41736 members 
Mstep: Class 18 contains 37635 members 
Mstep: Class 19 contains 43360 members 
Mstep: Class 20 contains 33238 members 
Mstep: Class 21 contains 44747 members 
Mstep: Class 22 contains 55272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916584.000000 Penalty: 73421.343750
Iteration 150Q: 23 clusters Score -1.269166e+08 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 42383 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47981 members 
Mstep: Class 5 contains 2591 members 
Mstep: Class 6 contains 43912 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44451 members 
Mstep: Class 9 contains 43214 members 
Mstep: Class 10 contains 46419 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 45305 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 36558 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 40951 members 
Mstep: Class 17 contains 41685 members 
Mstep: Class 18 contains 37565 members 
Mstep: Class 19 contains 43357 members 
Mstep: Class 20 contains 33257 members 
Mstep: Class 21 contains 44747 members 
Mstep: Class 22 contains 55362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916592.000000 Penalty: 73421.343750
Iteration 151Q: 23 clusters Score -1.269166e+08 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 42323 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47991 members 
Mstep: Class 5 contains 2594 members 
Mstep: Class 6 contains 43881 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44559 members 
Mstep: Class 9 contains 43179 members 
Mstep: Class 10 contains 46362 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 45244 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 36071 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41524 members 
Mstep: Class 17 contains 41663 members 
Mstep: Class 18 contains 37479 members 
Mstep: Class 19 contains 43361 members 
Mstep: Class 20 contains 33276 members 
Mstep: Class 21 contains 44764 members 
Mstep: Class 22 contains 55419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916568.000000 Penalty: 73421.343750
Iteration 152Q: 23 clusters Score -1.269166e+08 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 42295 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48002 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 43913 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44599 members 
Mstep: Class 9 contains 43159 members 
Mstep: Class 10 contains 46342 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 45212 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 35690 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41897 members 
Mstep: Class 17 contains 41646 members 
Mstep: Class 18 contains 37417 members 
Mstep: Class 19 contains 43347 members 
Mstep: Class 20 contains 33296 members 
Mstep: Class 21 contains 44741 members 
Mstep: Class 22 contains 55509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916552.000000 Penalty: 73421.343750
Iteration 153Q: 23 clusters Score -1.269166e+08 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 42295 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48027 members 
Mstep: Class 5 contains 2597 members 
Mstep: Class 6 contains 43891 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44675 members 
Mstep: Class 9 contains 43130 members 
Mstep: Class 10 contains 46327 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 45170 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 35413 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42080 members 
Mstep: Class 17 contains 41647 members 
Mstep: Class 18 contains 37340 members 
Mstep: Class 19 contains 43360 members 
Mstep: Class 20 contains 33306 members 
Mstep: Class 21 contains 44749 members 
Mstep: Class 22 contains 55592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916288.000000 Penalty: 73421.343750
Iteration 154Q: 23 clusters Score -1.269163e+08 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 42311 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 48012 members 
Mstep: Class 5 contains 2598 members 
Mstep: Class 6 contains 43885 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44752 members 
Mstep: Class 9 contains 43111 members 
Mstep: Class 10 contains 46267 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 45128 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 35241 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42168 members 
Mstep: Class 17 contains 41600 members 
Mstep: Class 18 contains 37314 members 
Mstep: Class 19 contains 43442 members 
Mstep: Class 20 contains 33311 members 
Mstep: Class 21 contains 44776 members 
Mstep: Class 22 contains 55593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916576.000000 Penalty: 73421.343750
Iteration 155Q: 23 clusters Score -1.269166e+08 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 42299 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47983 members 
Mstep: Class 5 contains 2599 members 
Mstep: Class 6 contains 43841 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44865 members 
Mstep: Class 9 contains 43097 members 
Mstep: Class 10 contains 46262 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 45086 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 35218 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42101 members 
Mstep: Class 17 contains 41566 members 
Mstep: Class 18 contains 37315 members 
Mstep: Class 19 contains 43493 members 
Mstep: Class 20 contains 33322 members 
Mstep: Class 21 contains 44794 members 
Mstep: Class 22 contains 55597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916776.000000 Penalty: 73421.343750
Iteration 156Q: 23 clusters Score -1.269168e+08 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 42282 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47980 members 
Mstep: Class 5 contains 2599 members 
Mstep: Class 6 contains 43778 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44921 members 
Mstep: Class 9 contains 43103 members 
Mstep: Class 10 contains 46234 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 45085 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 35304 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42036 members 
Mstep: Class 17 contains 41577 members 
Mstep: Class 18 contains 37329 members 
Mstep: Class 19 contains 43449 members 
Mstep: Class 20 contains 33335 members 
Mstep: Class 21 contains 44809 members 
Mstep: Class 22 contains 55574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916992.000000 Penalty: 73421.343750
Iteration 157Q: 23 clusters Score -1.26917e+08 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 42286 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47980 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 43779 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44900 members 
Mstep: Class 9 contains 43071 members 
Mstep: Class 10 contains 46180 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 45024 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 35443 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42025 members 
Mstep: Class 17 contains 41599 members 
Mstep: Class 18 contains 37358 members 
Mstep: Class 19 contains 43435 members 
Mstep: Class 20 contains 33351 members 
Mstep: Class 21 contains 44853 members 
Mstep: Class 22 contains 55464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917040.000000 Penalty: 73421.343750
Iteration 158Q: 23 clusters Score -1.26917e+08 nChanged 5249
Entering ConstructFrom: 
Score: -126917040.000000 Penalty: 73421.343750
Entering ConstructFrom: 
Trying to split cluster 1 (45178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Entering Unmasked Estep 
Score: -8377342.500000 Penalty: 2658.154785
	Iteration 0F: 2 clusters Score -8377342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -8347784.000000 Penalty: 5316.309570
	Iteration 0F: 3 clusters Score -8347784 nChanged 20856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -8359106.000000 Penalty: 5316.309570
	Iteration 1F: 3 clusters Score -8359106 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -8359663.000000 Penalty: 5316.309570
	Iteration 2Q: 3 clusters Score -8359663 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -8360329.500000 Penalty: 5316.309570
	Iteration 3Q: 3 clusters Score -8360330 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -8361230.500000 Penalty: 5316.309570
	Iteration 4Q: 3 clusters Score -8361230 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -8362574.500000 Penalty: 5316.309570
	Iteration 5F: 3 clusters Score -8362574 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -8364459.000000 Penalty: 5316.309570
	Iteration 6F: 3 clusters Score -8364459 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -8366968.000000 Penalty: 5316.309570
	Iteration 7F: 3 clusters Score -8366968 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -8369661.000000 Penalty: 5316.309570
	Iteration 8F: 3 clusters Score -8369661 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -8371773.000000 Penalty: 5316.309570
	Iteration 9F: 3 clusters Score -8371773 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -8373124.500000 Penalty: 5316.309570
	Iteration 10Q: 3 clusters Score -8373124 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -8373859.000000 Penalty: 5316.309570
	Iteration 11Q: 3 clusters Score -8373859 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -8374315.500000 Penalty: 5316.309570
	Iteration 12Q: 3 clusters Score -8374316 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -8374629.500000 Penalty: 5316.309570
	Iteration 13Q: 3 clusters Score -8374630 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -8374844.500000 Penalty: 5316.309570
	Iteration 14Q: 3 clusters Score -8374844 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -8374987.000000 Penalty: 5316.309570
	Iteration 15Q: 3 clusters Score -8374987 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -8375094.500000 Penalty: 5316.309570
	Iteration 16Q: 3 clusters Score -8375094 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -8375168.000000 Penalty: 5316.309570
	Iteration 17Q: 3 clusters Score -8375168 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -8375254.000000 Penalty: 5316.309570
	Iteration 18Q: 3 clusters Score -8375254 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -8375289.500000 Penalty: 5316.309570
	Iteration 19Q: 3 clusters Score -8375290 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -8375318.000000 Penalty: 5316.309570
	Iteration 20F: 3 clusters Score -8375318 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -8375326.000000 Penalty: 5316.309570
	Iteration 21Q: 3 clusters Score -8375326 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -8375348.000000 Penalty: 5316.309570
	Iteration 22Q: 3 clusters Score -8375348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -8375353.500000 Penalty: 5316.309570
	Iteration 23Q: 3 clusters Score -8375354 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -8375374.500000 Penalty: 5316.309570
	Iteration 24Q: 3 clusters Score -8375374 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -8375388.000000 Penalty: 5316.309570
	Iteration 25Q: 3 clusters Score -8375388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -8375405.500000 Penalty: 5316.309570
	Iteration 26Q: 3 clusters Score -8375406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -8375397.500000 Penalty: 5316.309570
	Iteration 27Q: 3 clusters Score -8375398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -8375404.500000 Penalty: 5316.309570
	Iteration 28Q: 3 clusters Score -8375404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -8375384.000000 Penalty: 5316.309570
	Iteration 29Q: 3 clusters Score -8375384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8375376.000000 Penalty: 5316.309570
	Iteration 30Q: 3 clusters Score -8375376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -8375373.000000 Penalty: 5316.309570
	Iteration 31Q: 3 clusters Score -8375373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -8375359.500000 Penalty: 5316.309570
	Iteration 32Q: 3 clusters Score -8375360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -8375363.000000 Penalty: 5316.309570
	Iteration 33Q: 3 clusters Score -8375363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -8375364.000000 Penalty: 5316.309570
	Iteration 34Q: 3 clusters Score -8375364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -8375365.500000 Penalty: 5316.309570
	Iteration 35Q: 3 clusters Score -8375366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8375355.000000 Penalty: 5316.309570
	Iteration 36Q: 3 clusters Score -8375355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -8375364.500000 Penalty: 5316.309570
	Iteration 37Q: 3 clusters Score -8375364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8375353.000000 Penalty: 5316.309570
	Iteration 38Q: 3 clusters Score -8375353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -8375354.000000 Penalty: 5316.309570
	Iteration 39Q: 3 clusters Score -8375354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -8375356.500000 Penalty: 5316.309570
	Iteration 40F: 3 clusters Score -8375356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -8375352.500000 Penalty: 5316.309570
	Iteration 41Q: 3 clusters Score -8375352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -8375358.000000 Penalty: 5316.309570
	Iteration 42Q: 3 clusters Score -8375358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -8375363.000000 Penalty: 5316.309570
	Iteration 43Q: 3 clusters Score -8375363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -8375360.000000 Penalty: 5316.309570
	Iteration 44Q: 3 clusters Score -8375360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -8375360.000000 Penalty: 5316.309570
	Iteration 45F: 3 clusters Score -8375360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Entering Unmasked Estep 
Score: -7809925.000000 Penalty: 2641.730957
	Iteration 0F: 2 clusters Score -7809925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -7781586.000000 Penalty: 5283.461914
	Iteration 0F: 3 clusters Score -7781586 nChanged 19352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -7792192.000000 Penalty: 5283.461914
	Iteration 1F: 3 clusters Score -7792192 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -7792662.500000 Penalty: 5283.461914
	Iteration 2Q: 3 clusters Score -7792662 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -7793274.000000 Penalty: 5283.461914
	Iteration 3Q: 3 clusters Score -7793274 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -7793998.500000 Penalty: 5283.461914
	Iteration 4Q: 3 clusters Score -7793998 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -7795104.500000 Penalty: 5283.461914
	Iteration 5Q: 3 clusters Score -7795104 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -7796791.000000 Penalty: 5283.461914
	Iteration 6F: 3 clusters Score -7796791 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -7799220.000000 Penalty: 5283.461914
	Iteration 7F: 3 clusters Score -7799220 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -7801844.000000 Penalty: 5283.461914
	Iteration 8F: 3 clusters Score -7801844 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -7804101.500000 Penalty: 5283.461914
	Iteration 9F: 3 clusters Score -7804102 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -7805431.000000 Penalty: 5283.461914
	Iteration 10Q: 3 clusters Score -7805431 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -7805921.000000 Penalty: 5283.461914
	Iteration 11Q: 3 clusters Score -7805921 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -7806187.000000 Penalty: 5283.461914
	Iteration 12Q: 3 clusters Score -7806187 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -7806350.500000 Penalty: 5283.461914
	Iteration 13Q: 3 clusters Score -7806350 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 31471 members 
Entering Unmasked Estep 
Score: -7806455.500000 Penalty: 5283.461914
	Iteration 14Q: 3 clusters Score -7806456 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -7806589.500000 Penalty: 5283.461914
	Iteration 15Q: 3 clusters Score -7806590 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -7806675.000000 Penalty: 5283.461914
	Iteration 16Q: 3 clusters Score -7806675 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -7806737.500000 Penalty: 5283.461914
	Iteration 17Q: 3 clusters Score -7806738 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -7806795.000000 Penalty: 5283.461914
	Iteration 18Q: 3 clusters Score -7806795 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -7806857.000000 Penalty: 5283.461914
	Iteration 19Q: 3 clusters Score -7806857 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -7806912.500000 Penalty: 5283.461914
	Iteration 20F: 3 clusters Score -7806912 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -7806990.500000 Penalty: 5283.461914
	Iteration 21Q: 3 clusters Score -7806990 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -7807074.000000 Penalty: 5283.461914
	Iteration 22Q: 3 clusters Score -7807074 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -7807118.000000 Penalty: 5283.461914
	Iteration 23Q: 3 clusters Score -7807118 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -7807142.000000 Penalty: 5283.461914
	Iteration 24Q: 3 clusters Score -7807142 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -7807190.000000 Penalty: 5283.461914
	Iteration 25Q: 3 clusters Score -7807190 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -7807223.000000 Penalty: 5283.461914
	Iteration 26Q: 3 clusters Score -7807223 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -7807275.500000 Penalty: 5283.461914
	Iteration 27Q: 3 clusters Score -7807276 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -7807288.500000 Penalty: 5283.461914
	Iteration 28Q: 3 clusters Score -7807288 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -7807333.500000 Penalty: 5283.461914
	Iteration 29Q: 3 clusters Score -7807334 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -7807378.500000 Penalty: 5283.461914
	Iteration 30Q: 3 clusters Score -7807378 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -7807446.000000 Penalty: 5283.461914
	Iteration 31Q: 3 clusters Score -7807446 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -7807460.500000 Penalty: 5283.461914
	Iteration 32Q: 3 clusters Score -7807460 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -7807520.000000 Penalty: 5283.461914
	Iteration 33Q: 3 clusters Score -7807520 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -7807583.000000 Penalty: 5283.461914
	Iteration 34Q: 3 clusters Score -7807583 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -7807642.500000 Penalty: 5283.461914
	Iteration 35Q: 3 clusters Score -7807642 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -7807681.000000 Penalty: 5283.461914
	Iteration 36Q: 3 clusters Score -7807681 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -7807720.500000 Penalty: 5283.461914
	Iteration 37Q: 3 clusters Score -7807720 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -7807759.000000 Penalty: 5283.461914
	Iteration 38Q: 3 clusters Score -7807759 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -7807785.500000 Penalty: 5283.461914
	Iteration 39Q: 3 clusters Score -7807786 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -7807812.500000 Penalty: 5283.461914
	Iteration 40F: 3 clusters Score -7807812 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -7807838.500000 Penalty: 5283.461914
	Iteration 41Q: 3 clusters Score -7807838 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -7807871.500000 Penalty: 5283.461914
	Iteration 42Q: 3 clusters Score -7807872 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -7807913.500000 Penalty: 5283.461914
	Iteration 43Q: 3 clusters Score -7807914 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -7807946.500000 Penalty: 5283.461914
	Iteration 44Q: 3 clusters Score -7807946 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -7807957.500000 Penalty: 5283.461914
	Iteration 45Q: 3 clusters Score -7807958 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -7807998.500000 Penalty: 5283.461914
	Iteration 46Q: 3 clusters Score -7807998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -7808027.500000 Penalty: 5283.461914
	Iteration 47Q: 3 clusters Score -7808028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -7808050.500000 Penalty: 5283.461914
	Iteration 48Q: 3 clusters Score -7808050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -7808086.500000 Penalty: 5283.461914
	Iteration 49Q: 3 clusters Score -7808086 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -7808092.000000 Penalty: 5283.461914
	Iteration 50Q: 3 clusters Score -7808092 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -7808112.500000 Penalty: 5283.461914
	Iteration 51Q: 3 clusters Score -7808112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -7808130.000000 Penalty: 5283.461914
	Iteration 52Q: 3 clusters Score -7808130 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -7808177.000000 Penalty: 5283.461914
	Iteration 53Q: 3 clusters Score -7808177 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -7808170.000000 Penalty: 5283.461914
	Iteration 54Q: 3 clusters Score -7808170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -7808188.000000 Penalty: 5283.461914
	Iteration 55Q: 3 clusters Score -7808188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -7808218.000000 Penalty: 5283.461914
	Iteration 56Q: 3 clusters Score -7808218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -7808227.000000 Penalty: 5283.461914
	Iteration 57Q: 3 clusters Score -7808227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -7808224.000000 Penalty: 5283.461914
	Iteration 58Q: 3 clusters Score -7808224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -7808212.000000 Penalty: 5283.461914
	Iteration 59Q: 3 clusters Score -7808212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -7808221.500000 Penalty: 5283.461914
	Iteration 60F: 3 clusters Score -7808222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -7808237.000000 Penalty: 5283.461914
	Iteration 61Q: 3 clusters Score -7808237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -7808238.500000 Penalty: 5283.461914
	Iteration 62Q: 3 clusters Score -7808238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -7808238.500000 Penalty: 5283.461914
	Iteration 63Q: 3 clusters Score -7808238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -7808251.000000 Penalty: 5283.461914
	Iteration 64Q: 3 clusters Score -7808251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -7808243.000000 Penalty: 5283.461914
	Iteration 65Q: 3 clusters Score -7808243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -7808244.000000 Penalty: 5283.461914
	Iteration 66Q: 3 clusters Score -7808244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -7808251.000000 Penalty: 5283.461914
	Iteration 67Q: 3 clusters Score -7808251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -7808251.000000 Penalty: 5283.461914
	Iteration 68Q: 3 clusters Score -7808251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -7808263.000000 Penalty: 5283.461914
	Iteration 69Q: 3 clusters Score -7808263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -7808250.500000 Penalty: 5283.461914
	Iteration 70Q: 3 clusters Score -7808250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -7808247.500000 Penalty: 5283.461914
	Iteration 71Q: 3 clusters Score -7808248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -7808257.500000 Penalty: 5283.461914
	Iteration 72Q: 3 clusters Score -7808258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -7808255.500000 Penalty: 5283.461914
	Iteration 73Q: 3 clusters Score -7808256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -7808261.000000 Penalty: 5283.461914
	Iteration 74Q: 3 clusters Score -7808261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -7808256.000000 Penalty: 5283.461914
	Iteration 75Q: 3 clusters Score -7808256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -7808258.500000 Penalty: 5283.461914
	Iteration 76Q: 3 clusters Score -7808258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -7808263.000000 Penalty: 5283.461914
	Iteration 77Q: 3 clusters Score -7808263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -7808260.000000 Penalty: 5283.461914
	Iteration 78Q: 3 clusters Score -7808260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -7808264.000000 Penalty: 5283.461914
	Iteration 79Q: 3 clusters Score -7808264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -7808263.000000 Penalty: 5283.461914
	Iteration 80F: 3 clusters Score -7808263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -7808261.500000 Penalty: 5283.461914
	Iteration 81Q: 3 clusters Score -7808262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -7808257.500000 Penalty: 5283.461914
	Iteration 82Q: 3 clusters Score -7808258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -7808261.500000 Penalty: 5283.461914
	Iteration 83Q: 3 clusters Score -7808262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -7808274.000000 Penalty: 5283.461914
	Iteration 84Q: 3 clusters Score -7808274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -7808269.500000 Penalty: 5283.461914
	Iteration 85Q: 3 clusters Score -7808270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -7808273.500000 Penalty: 5283.461914
	Iteration 86Q: 3 clusters Score -7808274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -7808284.500000 Penalty: 5283.461914
	Iteration 87Q: 3 clusters Score -7808284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -7808292.000000 Penalty: 5283.461914
	Iteration 88Q: 3 clusters Score -7808292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -7808287.500000 Penalty: 5283.461914
	Iteration 89Q: 3 clusters Score -7808288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -7808291.500000 Penalty: 5283.461914
	Iteration 90Q: 3 clusters Score -7808292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -7808291.000000 Penalty: 5283.461914
	Iteration 91Q: 3 clusters Score -7808291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -7808299.500000 Penalty: 5283.461914
	Iteration 92Q: 3 clusters Score -7808300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -7808307.000000 Penalty: 5283.461914
	Iteration 93Q: 3 clusters Score -7808307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -7808319.500000 Penalty: 5283.461914
	Iteration 94Q: 3 clusters Score -7808320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -7808324.500000 Penalty: 5283.461914
	Iteration 95Q: 3 clusters Score -7808324 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -7808336.500000 Penalty: 5283.461914
	Iteration 96Q: 3 clusters Score -7808336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -7808337.500000 Penalty: 5283.461914
	Iteration 97Q: 3 clusters Score -7808338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -7808346.000000 Penalty: 5283.461914
	Iteration 98Q: 3 clusters Score -7808346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -7808339.500000 Penalty: 5283.461914
	Iteration 99Q: 3 clusters Score -7808340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7808355.000000 Penalty: 5283.461914
	Iteration 100F: 3 clusters Score -7808355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -7808366.000000 Penalty: 5283.461914
	Iteration 101Q: 3 clusters Score -7808366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -7808389.500000 Penalty: 5283.461914
	Iteration 102Q: 3 clusters Score -7808390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -7808386.000000 Penalty: 5283.461914
	Iteration 103Q: 3 clusters Score -7808386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -7808399.500000 Penalty: 5283.461914
	Iteration 104Q: 3 clusters Score -7808400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -7808392.000000 Penalty: 5283.461914
	Iteration 105Q: 3 clusters Score -7808392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -7808399.000000 Penalty: 5283.461914
	Iteration 106Q: 3 clusters Score -7808399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -7808393.000000 Penalty: 5283.461914
	Iteration 107Q: 3 clusters Score -7808393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -7808393.000000 Penalty: 5283.461914
	Iteration 108Q: 3 clusters Score -7808393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -7808409.500000 Penalty: 5283.461914
	Iteration 109Q: 3 clusters Score -7808410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -7808409.000000 Penalty: 5283.461914
	Iteration 110Q: 3 clusters Score -7808409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -7808410.000000 Penalty: 5283.461914
	Iteration 111Q: 3 clusters Score -7808410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -7808421.500000 Penalty: 5283.461914
	Iteration 112Q: 3 clusters Score -7808422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -7808429.500000 Penalty: 5283.461914
	Iteration 113Q: 3 clusters Score -7808430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -7808422.500000 Penalty: 5283.461914
	Iteration 114Q: 3 clusters Score -7808422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -7808422.000000 Penalty: 5283.461914
	Iteration 115Q: 3 clusters Score -7808422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -7808416.500000 Penalty: 5283.461914
	Iteration 116Q: 3 clusters Score -7808416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -7808416.500000 Penalty: 5283.461914
	Iteration 117Q: 3 clusters Score -7808416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -7808414.000000 Penalty: 5283.461914
	Iteration 118Q: 3 clusters Score -7808414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -7808409.500000 Penalty: 5283.461914
	Iteration 119Q: 3 clusters Score -7808410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -7808409.000000 Penalty: 5283.461914
	Iteration 120F: 3 clusters Score -7808409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -172573.687500 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -172573.7 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 560 members 
Entering Unmasked Estep 
Score: -170669.015625 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -170669 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -171275.765625 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -171275.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -171624.984375 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -171625 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -171871.734375 Penalty: 3476.666748
	Iteration 3F: 3 clusters Score -171871.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -172096.781250 Penalty: 3476.666748
	Iteration 4F: 3 clusters Score -172096.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -172256.343750 Penalty: 3476.666748
	Iteration 5F: 3 clusters Score -172256.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -172364.812500 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -172364.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -172413.765625 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -172413.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -172460.156250 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -172460.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -172494.109375 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -172494.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -172527.265625 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -172527.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -172542.109375 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -172542.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -172545.406250 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -172545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -172555.937500 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -172555.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -172566.046875 Penalty: 3476.666748
	Iteration 14Q: 3 clusters Score -172566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -172579.203125 Penalty: 3476.666748
	Iteration 15Q: 3 clusters Score -172579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -172590.593750 Penalty: 3476.666748
	Iteration 16Q: 3 clusters Score -172590.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -172624.734375 Penalty: 3476.666748
	Iteration 17Q: 3 clusters Score -172624.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -172686.765625 Penalty: 3476.666748
	Iteration 18Q: 3 clusters Score -172686.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -172758.375000 Penalty: 3476.666748
	Iteration 19Q: 3 clusters Score -172758.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -172807.109375 Penalty: 3476.666748
	Iteration 20F: 3 clusters Score -172807.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -172834.046875 Penalty: 3476.666748
	Iteration 21Q: 3 clusters Score -172834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -172839.406250 Penalty: 3476.666748
	Iteration 22Q: 3 clusters Score -172839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -172844.765625 Penalty: 3476.666748
	Iteration 23Q: 3 clusters Score -172844.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -172844.765625 Penalty: 3476.666748
	Iteration 24F: 3 clusters Score -172844.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 42283 members 
Mstep: Class 3 contains 344 members 
Mstep: Class 4 contains 47946 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 43772 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44902 members 
Mstep: Class 9 contains 43022 members 
Mstep: Class 10 contains 46140 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 44937 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 35583 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42076 members 
Mstep: Class 17 contains 41612 members 
Mstep: Class 18 contains 37373 members 
Mstep: Class 19 contains 43478 members 
Mstep: Class 20 contains 33381 members 
Mstep: Class 21 contains 44858 members 
Mstep: Class 22 contains 55310 members 
Mstep: Class 23 contains 763 members 
Entering Unmasked Estep 
Score: -126915688.000000 Penalty: 76758.679688
Splitting cluster 3 changes total score from -126917040.000000 to -126915688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (47946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Entering Unmasked Estep 
Score: -8879898.000000 Penalty: 2672.902100
	Iteration 0F: 2 clusters Score -8879898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -8850448.000000 Penalty: 5345.804199
	Iteration 0F: 3 clusters Score -8850448 nChanged 22085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -8862363.000000 Penalty: 5345.804199
	Iteration 1F: 3 clusters Score -8862363 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -8862867.000000 Penalty: 5345.804199
	Iteration 2Q: 3 clusters Score -8862867 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -8863243.000000 Penalty: 5345.804199
	Iteration 3Q: 3 clusters Score -8863243 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -8863664.000000 Penalty: 5345.804199
	Iteration 4Q: 3 clusters Score -8863664 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -8864155.000000 Penalty: 5345.804199
	Iteration 5Q: 3 clusters Score -8864155 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -8864643.000000 Penalty: 5345.804199
	Iteration 6Q: 3 clusters Score -8864643 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -8865357.000000 Penalty: 5345.804199
	Iteration 7Q: 3 clusters Score -8865357 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -8866454.000000 Penalty: 5345.804199
	Iteration 8Q: 3 clusters Score -8866454 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -8868086.000000 Penalty: 5345.804199
	Iteration 9F: 3 clusters Score -8868086 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -8870380.000000 Penalty: 5345.804199
	Iteration 10F: 3 clusters Score -8870380 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -8873072.000000 Penalty: 5345.804199
	Iteration 11F: 3 clusters Score -8873072 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -8875237.000000 Penalty: 5345.804199
	Iteration 12F: 3 clusters Score -8875237 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -8876338.000000 Penalty: 5345.804199
	Iteration 13Q: 3 clusters Score -8876338 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -8876858.000000 Penalty: 5345.804199
	Iteration 14Q: 3 clusters Score -8876858 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -8877185.000000 Penalty: 5345.804199
	Iteration 15Q: 3 clusters Score -8877185 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -8877455.000000 Penalty: 5345.804199
	Iteration 16Q: 3 clusters Score -8877455 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -8877735.000000 Penalty: 5345.804199
	Iteration 17Q: 3 clusters Score -8877735 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -8877905.000000 Penalty: 5345.804199
	Iteration 18Q: 3 clusters Score -8877905 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -8878116.000000 Penalty: 5345.804199
	Iteration 19Q: 3 clusters Score -8878116 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -8878213.000000 Penalty: 5345.804199
	Iteration 20F: 3 clusters Score -8878213 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -8878274.000000 Penalty: 5345.804199
	Iteration 21Q: 3 clusters Score -8878274 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -8878394.000000 Penalty: 5345.804199
	Iteration 22Q: 3 clusters Score -8878394 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -8878467.000000 Penalty: 5345.804199
	Iteration 23Q: 3 clusters Score -8878467 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -8878547.000000 Penalty: 5345.804199
	Iteration 24Q: 3 clusters Score -8878547 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -8878602.000000 Penalty: 5345.804199
	Iteration 25Q: 3 clusters Score -8878602 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -8878648.000000 Penalty: 5345.804199
	Iteration 26Q: 3 clusters Score -8878648 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -8878709.000000 Penalty: 5345.804199
	Iteration 27Q: 3 clusters Score -8878709 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -8878772.000000 Penalty: 5345.804199
	Iteration 28Q: 3 clusters Score -8878772 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -8878840.000000 Penalty: 5345.804199
	Iteration 29Q: 3 clusters Score -8878840 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -8878873.000000 Penalty: 5345.804199
	Iteration 30Q: 3 clusters Score -8878873 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -8878928.000000 Penalty: 5345.804199
	Iteration 31Q: 3 clusters Score -8878928 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -8878997.000000 Penalty: 5345.804199
	Iteration 32Q: 3 clusters Score -8878997 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -8878991.000000 Penalty: 5345.804199
	Iteration 33Q: 3 clusters Score -8878991 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -8879013.000000 Penalty: 5345.804199
	Iteration 34Q: 3 clusters Score -8879013 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -8879039.000000 Penalty: 5345.804199
	Iteration 35Q: 3 clusters Score -8879039 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -8879106.000000 Penalty: 5345.804199
	Iteration 36Q: 3 clusters Score -8879106 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -8879146.000000 Penalty: 5345.804199
	Iteration 37Q: 3 clusters Score -8879146 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -8879199.000000 Penalty: 5345.804199
	Iteration 38Q: 3 clusters Score -8879199 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -8879210.000000 Penalty: 5345.804199
	Iteration 39Q: 3 clusters Score -8879210 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -8879252.000000 Penalty: 5345.804199
	Iteration 40F: 3 clusters Score -8879252 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -8879293.000000 Penalty: 5345.804199
	Iteration 41Q: 3 clusters Score -8879293 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -8879341.000000 Penalty: 5345.804199
	Iteration 42Q: 3 clusters Score -8879341 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -8879372.000000 Penalty: 5345.804199
	Iteration 43Q: 3 clusters Score -8879372 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -8879410.000000 Penalty: 5345.804199
	Iteration 44Q: 3 clusters Score -8879410 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -8879461.000000 Penalty: 5345.804199
	Iteration 45Q: 3 clusters Score -8879461 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -8879468.000000 Penalty: 5345.804199
	Iteration 46Q: 3 clusters Score -8879468 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -8879465.000000 Penalty: 5345.804199
	Iteration 47Q: 3 clusters Score -8879465 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -8879519.000000 Penalty: 5345.804199
	Iteration 48Q: 3 clusters Score -8879519 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8879528.000000 Penalty: 5345.804199
	Iteration 49Q: 3 clusters Score -8879528 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -8879507.000000 Penalty: 5345.804199
	Iteration 50Q: 3 clusters Score -8879507 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -8879484.000000 Penalty: 5345.804199
	Iteration 51Q: 3 clusters Score -8879484 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 43815 members 
Entering Unmasked Estep 
Score: -8879460.000000 Penalty: 5345.804199
	Iteration 52Q: 3 clusters Score -8879460 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -8879414.000000 Penalty: 5345.804199
	Iteration 53Q: 3 clusters Score -8879414 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -8879366.000000 Penalty: 5345.804199
	Iteration 54Q: 3 clusters Score -8879366 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -8879302.000000 Penalty: 5345.804199
	Iteration 55Q: 3 clusters Score -8879302 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -8879222.000000 Penalty: 5345.804199
	Iteration 56Q: 3 clusters Score -8879222 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -8879194.000000 Penalty: 5345.804199
	Iteration 57Q: 3 clusters Score -8879194 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -8879128.000000 Penalty: 5345.804199
	Iteration 58Q: 3 clusters Score -8879128 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -8879075.000000 Penalty: 5345.804199
	Iteration 59Q: 3 clusters Score -8879075 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8879013.000000 Penalty: 5345.804199
	Iteration 60F: 3 clusters Score -8879013 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -8878953.000000 Penalty: 5345.804199
	Iteration 61Q: 3 clusters Score -8878953 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8878924.000000 Penalty: 5345.804199
	Iteration 62Q: 3 clusters Score -8878924 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -8878882.000000 Penalty: 5345.804199
	Iteration 63Q: 3 clusters Score -8878882 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -8878821.000000 Penalty: 5345.804199
	Iteration 64Q: 3 clusters Score -8878821 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -8878789.000000 Penalty: 5345.804199
	Iteration 65Q: 3 clusters Score -8878789 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -8878764.000000 Penalty: 5345.804199
	Iteration 66Q: 3 clusters Score -8878764 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -8878703.000000 Penalty: 5345.804199
	Iteration 67Q: 3 clusters Score -8878703 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -8878682.000000 Penalty: 5345.804199
	Iteration 68Q: 3 clusters Score -8878682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -8878667.000000 Penalty: 5345.804199
	Iteration 69Q: 3 clusters Score -8878667 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -8878656.000000 Penalty: 5345.804199
	Iteration 70Q: 3 clusters Score -8878656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -8878654.000000 Penalty: 5345.804199
	Iteration 71Q: 3 clusters Score -8878654 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -8878617.000000 Penalty: 5345.804199
	Iteration 72Q: 3 clusters Score -8878617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -8878605.000000 Penalty: 5345.804199
	Iteration 73Q: 3 clusters Score -8878605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -8878605.000000 Penalty: 5345.804199
	Iteration 74Q: 3 clusters Score -8878605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -8878601.000000 Penalty: 5345.804199
	Iteration 75Q: 3 clusters Score -8878601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -8878603.000000 Penalty: 5345.804199
	Iteration 76Q: 3 clusters Score -8878603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -8878580.000000 Penalty: 5345.804199
	Iteration 77Q: 3 clusters Score -8878580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -8878583.000000 Penalty: 5345.804199
	Iteration 78Q: 3 clusters Score -8878583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -8878569.000000 Penalty: 5345.804199
	Iteration 79Q: 3 clusters Score -8878569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -8878555.000000 Penalty: 5345.804199
	Iteration 80F: 3 clusters Score -8878555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -8878550.000000 Penalty: 5345.804199
	Iteration 81Q: 3 clusters Score -8878550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -8878550.000000 Penalty: 5345.804199
	Iteration 82Q: 3 clusters Score -8878550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -8878548.000000 Penalty: 5345.804199
	Iteration 83Q: 3 clusters Score -8878548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -8878548.000000 Penalty: 5345.804199
	Iteration 84F: 3 clusters Score -8878548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -445725.625000 Penalty: 1950.471313
	Iteration 0F: 2 clusters Score -445725.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -442743.000000 Penalty: 3900.942627
	Iteration 0F: 3 clusters Score -442743 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -443437.000000 Penalty: 3900.942627
	Iteration 1F: 3 clusters Score -443437 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -443744.781250 Penalty: 3900.942627
	Iteration 2F: 3 clusters Score -443744.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -443988.531250 Penalty: 3900.942627
	Iteration 3F: 3 clusters Score -443988.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -444183.968750 Penalty: 3900.942627
	Iteration 4F: 3 clusters Score -444184 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -444340.406250 Penalty: 3900.942627
	Iteration 5F: 3 clusters Score -444340.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -444439.750000 Penalty: 3900.942627
	Iteration 6Q: 3 clusters Score -444439.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -444536.187500 Penalty: 3900.942627
	Iteration 7Q: 3 clusters Score -444536.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -444610.750000 Penalty: 3900.942627
	Iteration 8Q: 3 clusters Score -444610.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -444683.906250 Penalty: 3900.942627
	Iteration 9Q: 3 clusters Score -444683.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -444765.250000 Penalty: 3900.942627
	Iteration 10Q: 3 clusters Score -444765.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -444857.750000 Penalty: 3900.942627
	Iteration 11Q: 3 clusters Score -444857.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -444919.468750 Penalty: 3900.942627
	Iteration 12Q: 3 clusters Score -444919.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -444951.875000 Penalty: 3900.942627
	Iteration 13Q: 3 clusters Score -444951.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -444973.093750 Penalty: 3900.942627
	Iteration 14Q: 3 clusters Score -444973.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -444991.843750 Penalty: 3900.942627
	Iteration 15Q: 3 clusters Score -444991.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -445010.156250 Penalty: 3900.942627
	Iteration 16Q: 3 clusters Score -445010.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -445023.687500 Penalty: 3900.942627
	Iteration 17Q: 3 clusters Score -445023.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -445034.312500 Penalty: 3900.942627
	Iteration 18Q: 3 clusters Score -445034.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -445041.656250 Penalty: 3900.942627
	Iteration 19Q: 3 clusters Score -445041.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -445055.156250 Penalty: 3900.942627
	Iteration 20F: 3 clusters Score -445055.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -445064.375000 Penalty: 3900.942627
	Iteration 21Q: 3 clusters Score -445064.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -445077.062500 Penalty: 3900.942627
	Iteration 22Q: 3 clusters Score -445077.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -445086.875000 Penalty: 3900.942627
	Iteration 23Q: 3 clusters Score -445086.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -445100.500000 Penalty: 3900.942627
	Iteration 24Q: 3 clusters Score -445100.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -445114.718750 Penalty: 3900.942627
	Iteration 25Q: 3 clusters Score -445114.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -445130.312500 Penalty: 3900.942627
	Iteration 26Q: 3 clusters Score -445130.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -445148.843750 Penalty: 3900.942627
	Iteration 27Q: 3 clusters Score -445148.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -445160.500000 Penalty: 3900.942627
	Iteration 28Q: 3 clusters Score -445160.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -445172.968750 Penalty: 3900.942627
	Iteration 29Q: 3 clusters Score -445173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -445181.593750 Penalty: 3900.942627
	Iteration 30Q: 3 clusters Score -445181.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -445189.000000 Penalty: 3900.942627
	Iteration 31Q: 3 clusters Score -445189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -445194.812500 Penalty: 3900.942627
	Iteration 32Q: 3 clusters Score -445194.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -445202.468750 Penalty: 3900.942627
	Iteration 33Q: 3 clusters Score -445202.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -445211.750000 Penalty: 3900.942627
	Iteration 34Q: 3 clusters Score -445211.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -445220.875000 Penalty: 3900.942627
	Iteration 35Q: 3 clusters Score -445220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -445222.781250 Penalty: 3900.942627
	Iteration 36Q: 3 clusters Score -445222.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -445224.281250 Penalty: 3900.942627
	Iteration 37Q: 3 clusters Score -445224.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -445225.562500 Penalty: 3900.942627
	Iteration 38Q: 3 clusters Score -445225.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -445225.375000 Penalty: 3900.942627
	Iteration 39Q: 3 clusters Score -445225.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -445225.375000 Penalty: 3900.942627
	Iteration 40F: 3 clusters Score -445225.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Entering Unmasked Estep 
Score: -8133373.000000 Penalty: 2650.313965
	Iteration 0F: 2 clusters Score -8133373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -8105042.000000 Penalty: 5300.627930
	Iteration 0F: 3 clusters Score -8105042 nChanged 20119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -8116413.000000 Penalty: 5300.627930
	Iteration 1F: 3 clusters Score -8116413 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -8117155.500000 Penalty: 5300.627930
	Iteration 2Q: 3 clusters Score -8117156 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -8118055.000000 Penalty: 5300.627930
	Iteration 3Q: 3 clusters Score -8118055 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -8119214.500000 Penalty: 5300.627930
	Iteration 4F: 3 clusters Score -8119214 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -8120705.500000 Penalty: 5300.627930
	Iteration 5F: 3 clusters Score -8120706 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -8122619.500000 Penalty: 5300.627930
	Iteration 6F: 3 clusters Score -8122620 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -8124833.000000 Penalty: 5300.627930
	Iteration 7F: 3 clusters Score -8124833 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -8126837.500000 Penalty: 5300.627930
	Iteration 8F: 3 clusters Score -8126838 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -8127888.000000 Penalty: 5300.627930
	Iteration 9Q: 3 clusters Score -8127888 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -8128343.500000 Penalty: 5300.627930
	Iteration 10Q: 3 clusters Score -8128344 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -8128520.500000 Penalty: 5300.627930
	Iteration 11Q: 3 clusters Score -8128520 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -8128634.500000 Penalty: 5300.627930
	Iteration 12Q: 3 clusters Score -8128634 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8128766 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8128870 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8128906 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -8128943.500000 Penalty: 5300.627930
	Iteration 16Q: 3 clusters Score -8128944 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -8128954.000000 Penalty: 5300.627930
	Iteration 17Q: 3 clusters Score -8128954 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -8128990.500000 Penalty: 5300.627930
	Iteration 18Q: 3 clusters Score -8128990 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -8128983.500000 Penalty: 5300.627930
	Iteration 19Q: 3 clusters Score -8128984 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -8129011.500000 Penalty: 5300.627930
	Iteration 20F: 3 clusters Score -8129012 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -8129033.000000 Penalty: 5300.627930
	Iteration 21Q: 3 clusters Score -8129033 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8129030 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -8129015.500000 Penalty: 5300.627930
	Iteration 23Q: 3 clusters Score -8129016 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8129030 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -8129046.000000 Penalty: 5300.627930
	Iteration 25Q: 3 clusters Score -8129046 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8129078 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -8129081.000000 Penalty: 5300.627930
	Iteration 27Q: 3 clusters Score -8129081 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -8129105.500000 Penalty: 5300.627930
	Iteration 28Q: 3 clusters Score -8129106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -8129132.000000 Penalty: 5300.627930
	Iteration 29Q: 3 clusters Score -8129132 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -8129107.000000 Penalty: 5300.627930
	Iteration 30Q: 3 clusters Score -8129107 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -8129121.000000 Penalty: 5300.627930
	Iteration 31Q: 3 clusters Score -8129121 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -8129133.000000 Penalty: 5300.627930
	Iteration 32Q: 3 clusters Score -8129133 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -8129129.500000 Penalty: 5300.627930
	Iteration 33Q: 3 clusters Score -8129130 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8129131 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -8129138.500000 Penalty: 5300.627930
	Iteration 35Q: 3 clusters Score -8129138 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -8129181.500000 Penalty: 5300.627930
	Iteration 36Q: 3 clusters Score -8129182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -8129179.500000 Penalty: 5300.627930
	Iteration 37Q: 3 clusters Score -8129180 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -8129210.500000 Penalty: 5300.627930
	Iteration 38Q: 3 clusters Score -8129210 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -8129216.500000 Penalty: 5300.627930
	Iteration 39Q: 3 clusters Score -8129216 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -8129227.500000 Penalty: 5300.627930
	Iteration 40F: 3 clusters Score -8129228 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -8129230.500000 Penalty: 5300.627930
	Iteration 41Q: 3 clusters Score -8129230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -8129236.500000 Penalty: 5300.627930
	Iteration 42Q: 3 clusters Score -8129236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -8129231.000000 Penalty: 5300.627930
	Iteration 43Q: 3 clusters Score -8129231 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25520 members 
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Entering Unmasked Estep 
Score: -8129241.500000 Penalty: 5300.627930
	Iteration 44Q: 3 clusters Score -8129242 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -8129246.500000 Penalty: 5300.627930
	Iteration 45Q: 3 clusters Score -8129246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -8129252.500000 Penalty: 5300.627930
	Iteration 46Q: 3 clusters Score -8129252 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -8129263.000000 Penalty: 5300.627930
	Iteration 47Q: 3 clusters Score -8129263 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -8129267.500000 Penalty: 5300.627930
	Iteration 48Q: 3 clusters Score -8129268 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -8129290.000000 Penalty: 5300.627930
	Iteration 49Q: 3 clusters Score -8129290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -8129310.500000 Penalty: 5300.627930
	Iteration 50Q: 3 clusters Score -8129310 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -8129305.500000 Penalty: 5300.627930
	Iteration 51Q: 3 clusters Score -8129306 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -8129331.500000 Penalty: 5300.627930
	Iteration 52Q: 3 clusters Score -8129332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -8129339.000000 Penalty: 5300.627930
	Iteration 53Q: 3 clusters Score -8129339 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -8129339.500000 Penalty: 5300.627930
	Iteration 54Q: 3 clusters Score -8129340 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -8129358.500000 Penalty: 5300.627930
	Iteration 55Q: 3 clusters Score -8129358 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -8129379.500000 Penalty: 5300.627930
	Iteration 56Q: 3 clusters Score -8129380 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -8129391.500000 Penalty: 5300.627930
	Iteration 57Q: 3 clusters Score -8129392 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -8129397.500000 Penalty: 5300.627930
	Iteration 58Q: 3 clusters Score -8129398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -8129401.000000 Penalty: 5300.627930
	Iteration 59Q: 3 clusters Score -8129401 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -8129394.500000 Penalty: 5300.627930
	Iteration 60F: 3 clusters Score -8129394 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -8129405.500000 Penalty: 5300.627930
	Iteration 61Q: 3 clusters Score -8129406 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -8129412.000000 Penalty: 5300.627930
	Iteration 62Q: 3 clusters Score -8129412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -8129405.500000 Penalty: 5300.627930
	Iteration 63Q: 3 clusters Score -8129406 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -8129431.500000 Penalty: 5300.627930
	Iteration 64Q: 3 clusters Score -8129432 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -8129434.500000 Penalty: 5300.627930
	Iteration 65Q: 3 clusters Score -8129434 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -8129451.500000 Penalty: 5300.627930
	Iteration 66Q: 3 clusters Score -8129452 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -8129450.000000 Penalty: 5300.627930
	Iteration 67Q: 3 clusters Score -8129450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -8129474.000000 Penalty: 5300.627930
	Iteration 68Q: 3 clusters Score -8129474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -8129474.000000 Penalty: 5300.627930
	Iteration 69Q: 3 clusters Score -8129474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -8129476.500000 Penalty: 5300.627930
	Iteration 70Q: 3 clusters Score -8129476 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -8129492.500000 Penalty: 5300.627930
	Iteration 71Q: 3 clusters Score -8129492 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -8129493.500000 Penalty: 5300.627930
	Iteration 72Q: 3 clusters Score -8129494 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -8129507.000000 Penalty: 5300.627930
	Iteration 73Q: 3 clusters Score -8129507 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -8129516.500000 Penalty: 5300.627930
	Iteration 74Q: 3 clusters Score -8129516 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -8129528.000000 Penalty: 5300.627930
	Iteration 75Q: 3 clusters Score -8129528 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -8129524.000000 Penalty: 5300.627930
	Iteration 76Q: 3 clusters Score -8129524 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -8129544.500000 Penalty: 5300.627930
	Iteration 77Q: 3 clusters Score -8129544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -8129578.500000 Penalty: 5300.627930
	Iteration 78Q: 3 clusters Score -8129578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -8129572.000000 Penalty: 5300.627930
	Iteration 79Q: 3 clusters Score -8129572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -8129591.500000 Penalty: 5300.627930
	Iteration 80F: 3 clusters Score -8129592 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -8129602.500000 Penalty: 5300.627930
	Iteration 81Q: 3 clusters Score -8129602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -8129599.000000 Penalty: 5300.627930
	Iteration 82Q: 3 clusters Score -8129599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -8129623.000000 Penalty: 5300.627930
	Iteration 83Q: 3 clusters Score -8129623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -8129629.500000 Penalty: 5300.627930
	Iteration 84Q: 3 clusters Score -8129630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -8129639.000000 Penalty: 5300.627930
	Iteration 85Q: 3 clusters Score -8129639 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -8129648.500000 Penalty: 5300.627930
	Iteration 86Q: 3 clusters Score -8129648 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -8129643.000000 Penalty: 5300.627930
	Iteration 87Q: 3 clusters Score -8129643 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -8129664.500000 Penalty: 5300.627930
	Iteration 88Q: 3 clusters Score -8129664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -8129670.500000 Penalty: 5300.627930
	Iteration 89Q: 3 clusters Score -8129670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -8129677.500000 Penalty: 5300.627930
	Iteration 90Q: 3 clusters Score -8129678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -8129681.000000 Penalty: 5300.627930
	Iteration 91Q: 3 clusters Score -8129681 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -8129661.500000 Penalty: 5300.627930
	Iteration 92Q: 3 clusters Score -8129662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -8129669.500000 Penalty: 5300.627930
	Iteration 93Q: 3 clusters Score -8129670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -8129674.000000 Penalty: 5300.627930
	Iteration 94Q: 3 clusters Score -8129674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -8129682.000000 Penalty: 5300.627930
	Iteration 95Q: 3 clusters Score -8129682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -8129692.000000 Penalty: 5300.627930
	Iteration 96Q: 3 clusters Score -8129692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -8129695.000000 Penalty: 5300.627930
	Iteration 97Q: 3 clusters Score -8129695 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -8129699.500000 Penalty: 5300.627930
	Iteration 98Q: 3 clusters Score -8129700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -8129712.500000 Penalty: 5300.627930
	Iteration 99Q: 3 clusters Score -8129712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -8129717.000000 Penalty: 5300.627930
	Iteration 100F: 3 clusters Score -8129717 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -8129722.000000 Penalty: 5300.627930
	Iteration 101Q: 3 clusters Score -8129722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -8129710.500000 Penalty: 5300.627930
	Iteration 102Q: 3 clusters Score -8129710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -8129715.000000 Penalty: 5300.627930
	Iteration 103Q: 3 clusters Score -8129715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -8129717.500000 Penalty: 5300.627930
	Iteration 104Q: 3 clusters Score -8129718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -8129719.000000 Penalty: 5300.627930
	Iteration 105Q: 3 clusters Score -8129719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -8129727.000000 Penalty: 5300.627930
	Iteration 106Q: 3 clusters Score -8129727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -8129717.000000 Penalty: 5300.627930
	Iteration 107Q: 3 clusters Score -8129717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -8129732.500000 Penalty: 5300.627930
	Iteration 108Q: 3 clusters Score -8129732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -8129732.500000 Penalty: 5300.627930
	Iteration 109Q: 3 clusters Score -8129732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -8129729.500000 Penalty: 5300.627930
	Iteration 110Q: 3 clusters Score -8129730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -8129719.000000 Penalty: 5300.627930
	Iteration 111Q: 3 clusters Score -8129719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -8129719.500000 Penalty: 5300.627930
	Iteration 112Q: 3 clusters Score -8129720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -8129714.000000 Penalty: 5300.627930
	Iteration 113Q: 3 clusters Score -8129714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -8129726.500000 Penalty: 5300.627930
	Iteration 114Q: 3 clusters Score -8129726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -8129733.000000 Penalty: 5300.627930
	Iteration 115Q: 3 clusters Score -8129733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -8129733.000000 Penalty: 5300.627930
	Iteration 116Q: 3 clusters Score -8129733 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -8129733.000000 Penalty: 5300.627930
	Iteration 117Q: 3 clusters Score -8129733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -8129739.500000 Penalty: 5300.627930
	Iteration 118Q: 3 clusters Score -8129740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -8129739.000000 Penalty: 5300.627930
	Iteration 119Q: 3 clusters Score -8129739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -8129737.500000 Penalty: 5300.627930
	Iteration 120F: 3 clusters Score -8129738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -8129747.500000 Penalty: 5300.627930
	Iteration 121Q: 3 clusters Score -8129748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -8129748.000000 Penalty: 5300.627930
	Iteration 122Q: 3 clusters Score -8129748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -8129738.500000 Penalty: 5300.627930
	Iteration 123Q: 3 clusters Score -8129738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -8129752.500000 Penalty: 5300.627930
	Iteration 124Q: 3 clusters Score -8129752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -8129766.500000 Penalty: 5300.627930
	Iteration 125Q: 3 clusters Score -8129766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -8129758.500000 Penalty: 5300.627930
	Iteration 126Q: 3 clusters Score -8129758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -8129755.500000 Penalty: 5300.627930
	Iteration 127Q: 3 clusters Score -8129756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -8129758.500000 Penalty: 5300.627930
	Iteration 128Q: 3 clusters Score -8129758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -8129766.000000 Penalty: 5300.627930
	Iteration 129Q: 3 clusters Score -8129766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -8129761.000000 Penalty: 5300.627930
	Iteration 130Q: 3 clusters Score -8129761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -8129762.500000 Penalty: 5300.627930
	Iteration 131Q: 3 clusters Score -8129762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -8129761.500000 Penalty: 5300.627930
	Iteration 132Q: 3 clusters Score -8129762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -8129767.000000 Penalty: 5300.627930
	Iteration 133Q: 3 clusters Score -8129767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -8129767.500000 Penalty: 5300.627930
	Iteration 134Q: 3 clusters Score -8129768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -8129771.000000 Penalty: 5300.627930
	Iteration 135Q: 3 clusters Score -8129771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -8129774.000000 Penalty: 5300.627930
	Iteration 136Q: 3 clusters Score -8129774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -8129769.500000 Penalty: 5300.627930
	Iteration 137Q: 3 clusters Score -8129770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -8129769.000000 Penalty: 5300.627930
	Iteration 138Q: 3 clusters Score -8129769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -8129770.000000 Penalty: 5300.627930
	Iteration 139Q: 3 clusters Score -8129770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -8129772.500000 Penalty: 5300.627930
	Iteration 140F: 3 clusters Score -8129772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -8129769.000000 Penalty: 5300.627930
	Iteration 141Q: 3 clusters Score -8129769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -8129770.000000 Penalty: 5300.627930
	Iteration 142Q: 3 clusters Score -8129770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -8129776.500000 Penalty: 5300.627930
	Iteration 143Q: 3 clusters Score -8129776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -8129781.000000 Penalty: 5300.627930
	Iteration 144Q: 3 clusters Score -8129781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -8129785.500000 Penalty: 5300.627930
	Iteration 145Q: 3 clusters Score -8129786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -8129791.500000 Penalty: 5300.627930
	Iteration 146Q: 3 clusters Score -8129792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -8129788.000000 Penalty: 5300.627930
	Iteration 147Q: 3 clusters Score -8129788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -8129792.500000 Penalty: 5300.627930
	Iteration 148Q: 3 clusters Score -8129792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -8129794.000000 Penalty: 5300.627930
	Iteration 149Q: 3 clusters Score -8129794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -8129793.000000 Penalty: 5300.627930
	Iteration 150Q: 3 clusters Score -8129793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -8129800.500000 Penalty: 5300.627930
	Iteration 151Q: 3 clusters Score -8129800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -8129800.000000 Penalty: 5300.627930
	Iteration 152Q: 3 clusters Score -8129800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -8129795.500000 Penalty: 5300.627930
	Iteration 153Q: 3 clusters Score -8129796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -8129797.500000 Penalty: 5300.627930
	Iteration 154Q: 3 clusters Score -8129798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -8129798.000000 Penalty: 5300.627930
	Iteration 155Q: 3 clusters Score -8129798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -8129803.500000 Penalty: 5300.627930
	Iteration 156Q: 3 clusters Score -8129804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -8129804.500000 Penalty: 5300.627930
	Iteration 157Q: 3 clusters Score -8129804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -8129808.500000 Penalty: 5300.627930
	Iteration 158Q: 3 clusters Score -8129808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -8129805.000000 Penalty: 5300.627930
	Iteration 159Q: 3 clusters Score -8129805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -8129804.500000 Penalty: 5300.627930
	Iteration 160F: 3 clusters Score -8129804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -53566.468750 Penalty: 1429.767334
	Iteration 0F: 2 clusters Score -53566.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -52335.765625 Penalty: 2859.534668
	Iteration 0F: 3 clusters Score -52335.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -52474.671875 Penalty: 2859.534668
	Iteration 1F: 3 clusters Score -52474.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52553.367188 Penalty: 2859.534668
	Iteration 2Q: 3 clusters Score -52553.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52621.902344 Penalty: 2859.534668
	Iteration 3Q: 3 clusters Score -52621.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52667.089844 Penalty: 2859.534668
	Iteration 4Q: 3 clusters Score -52667.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -52684.640625 Penalty: 2859.534668
	Iteration 5Q: 3 clusters Score -52684.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52687.917969 Penalty: 2859.534668
	Iteration 6Q: 3 clusters Score -52687.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52696.175781 Penalty: 2859.534668
	Iteration 7Q: 3 clusters Score -52696.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52700.445312 Penalty: 2859.534668
	Iteration 8Q: 3 clusters Score -52700.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52706.015625 Penalty: 2859.534668
	Iteration 9Q: 3 clusters Score -52706.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -52721.347656 Penalty: 2859.534668
	Iteration 10Q: 3 clusters Score -52721.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52738.816406 Penalty: 2859.534668
	Iteration 11Q: 3 clusters Score -52738.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52787.140625 Penalty: 2859.534668
	Iteration 12Q: 3 clusters Score -52787.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52807.421875 Penalty: 2859.534668
	Iteration 13Q: 3 clusters Score -52807.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52815.718750 Penalty: 2859.534668
	Iteration 14Q: 3 clusters Score -52815.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52823.550781 Penalty: 2859.534668
	Iteration 15Q: 3 clusters Score -52823.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -52823.550781 Penalty: 2859.534668
	Iteration 16F: 3 clusters Score -52823.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Entering Unmasked Estep 
Score: -8321240.500000 Penalty: 2656.634766
	Iteration 0F: 2 clusters Score -8321240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -8292040.500000 Penalty: 5313.269531
	Iteration 0F: 3 clusters Score -8292040 nChanged 20579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -8303314.000000 Penalty: 5313.269531
	Iteration 1F: 3 clusters Score -8303314 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -8303825.000000 Penalty: 5313.269531
	Iteration 2Q: 3 clusters Score -8303825 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -8304288.500000 Penalty: 5313.269531
	Iteration 3Q: 3 clusters Score -8304288 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -8304734.000000 Penalty: 5313.269531
	Iteration 4Q: 3 clusters Score -8304734 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -8305456.500000 Penalty: 5313.269531
	Iteration 5Q: 3 clusters Score -8305456 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -8306558.000000 Penalty: 5313.269531
	Iteration 6Q: 3 clusters Score -8306558 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -8308285.000000 Penalty: 5313.269531
	Iteration 7F: 3 clusters Score -8308285 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -8310933.000000 Penalty: 5313.269531
	Iteration 8F: 3 clusters Score -8310933 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -8314049.500000 Penalty: 5313.269531
	Iteration 9F: 3 clusters Score -8314050 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -8316786.000000 Penalty: 5313.269531
	Iteration 10F: 3 clusters Score -8316786 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -8318446.500000 Penalty: 5313.269531
	Iteration 11Q: 3 clusters Score -8318446 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8319132.500000 Penalty: 5313.269531
	Iteration 12Q: 3 clusters Score -8319132 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8319390.000000 Penalty: 5313.269531
	Iteration 13Q: 3 clusters Score -8319390 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8319460.500000 Penalty: 5313.269531
	Iteration 14Q: 3 clusters Score -8319460 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8319494.000000 Penalty: 5313.269531
	Iteration 15Q: 3 clusters Score -8319494 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8319528.000000 Penalty: 5313.269531
	Iteration 16Q: 3 clusters Score -8319528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8319533.500000 Penalty: 5313.269531
	Iteration 17Q: 3 clusters Score -8319534 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8319546.500000 Penalty: 5313.269531
	Iteration 18Q: 3 clusters Score -8319546 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8319544.500000 Penalty: 5313.269531
	Iteration 19Q: 3 clusters Score -8319544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8319554.500000 Penalty: 5313.269531
	Iteration 20F: 3 clusters Score -8319554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8319560.500000 Penalty: 5313.269531
	Iteration 21Q: 3 clusters Score -8319560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8319532.000000 Penalty: 5313.269531
	Iteration 22Q: 3 clusters Score -8319532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8319532.000000 Penalty: 5313.269531
	Iteration 23Q: 3 clusters Score -8319532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8319540.500000 Penalty: 5313.269531
	Iteration 24Q: 3 clusters Score -8319540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8319549.500000 Penalty: 5313.269531
	Iteration 25Q: 3 clusters Score -8319550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8319543.500000 Penalty: 5313.269531
	Iteration 26Q: 3 clusters Score -8319544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8319552.500000 Penalty: 5313.269531
	Iteration 27Q: 3 clusters Score -8319552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8319541.000000 Penalty: 5313.269531
	Iteration 28Q: 3 clusters Score -8319541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8319534.000000 Penalty: 5313.269531
	Iteration 29Q: 3 clusters Score -8319534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8319531.500000 Penalty: 5313.269531
	Iteration 30Q: 3 clusters Score -8319532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8319530.000000 Penalty: 5313.269531
	Iteration 31Q: 3 clusters Score -8319530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8319532.500000 Penalty: 5313.269531
	Iteration 32Q: 3 clusters Score -8319532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8319519.000000 Penalty: 5313.269531
	Iteration 33Q: 3 clusters Score -8319519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8319521.500000 Penalty: 5313.269531
	Iteration 34Q: 3 clusters Score -8319522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8319523.000000 Penalty: 5313.269531
	Iteration 35Q: 3 clusters Score -8319523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8319524.000000 Penalty: 5313.269531
	Iteration 36Q: 3 clusters Score -8319524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8319522.000000 Penalty: 5313.269531
	Iteration 37Q: 3 clusters Score -8319522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8319523.000000 Penalty: 5313.269531
	Iteration 38Q: 3 clusters Score -8319523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8319532.500000 Penalty: 5313.269531
	Iteration 39Q: 3 clusters Score -8319532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8319526.500000 Penalty: 5313.269531
	Iteration 40F: 3 clusters Score -8319526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8319529.500000 Penalty: 5313.269531
	Iteration 41Q: 3 clusters Score -8319530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8319526.000000 Penalty: 5313.269531
	Iteration 42Q: 3 clusters Score -8319526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8319528.000000 Penalty: 5313.269531
	Iteration 43Q: 3 clusters Score -8319528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8319527.500000 Penalty: 5313.269531
	Iteration 44Q: 3 clusters Score -8319528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8319526.500000 Penalty: 5313.269531
	Iteration 45Q: 3 clusters Score -8319526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8319526.500000 Penalty: 5313.269531
	Iteration 46F: 3 clusters Score -8319526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Entering Unmasked Estep 
Score: -7911784.000000 Penalty: 2646.027832
	Iteration 0F: 2 clusters Score -7911784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -7882768.000000 Penalty: 5292.055664
	Iteration 0F: 3 clusters Score -7882768 nChanged 19838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -7893645.500000 Penalty: 5292.055664
	Iteration 1F: 3 clusters Score -7893646 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -7894127.500000 Penalty: 5292.055664
	Iteration 2Q: 3 clusters Score -7894128 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -7894492.000000 Penalty: 5292.055664
	Iteration 3Q: 3 clusters Score -7894492 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -7894903.500000 Penalty: 5292.055664
	Iteration 4Q: 3 clusters Score -7894904 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -7895341.000000 Penalty: 5292.055664
	Iteration 5Q: 3 clusters Score -7895341 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -7895983.500000 Penalty: 5292.055664
	Iteration 6Q: 3 clusters Score -7895984 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -7897025.500000 Penalty: 5292.055664
	Iteration 7Q: 3 clusters Score -7897026 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -7898542.000000 Penalty: 5292.055664
	Iteration 8F: 3 clusters Score -7898542 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -7900856.500000 Penalty: 5292.055664
	Iteration 9F: 3 clusters Score -7900856 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -7903584.500000 Penalty: 5292.055664
	Iteration 10F: 3 clusters Score -7903584 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7906289.500000 Penalty: 5292.055664
	Iteration 11F: 3 clusters Score -7906290 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -7908051.000000 Penalty: 5292.055664
	Iteration 12Q: 3 clusters Score -7908051 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7909002.500000 Penalty: 5292.055664
	Iteration 13Q: 3 clusters Score -7909002 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7909474.500000 Penalty: 5292.055664
	Iteration 14Q: 3 clusters Score -7909474 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7909683.500000 Penalty: 5292.055664
	Iteration 15Q: 3 clusters Score -7909684 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7909832.500000 Penalty: 5292.055664
	Iteration 16Q: 3 clusters Score -7909832 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7909922.500000 Penalty: 5292.055664
	Iteration 17Q: 3 clusters Score -7909922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7909970.500000 Penalty: 5292.055664
	Iteration 18Q: 3 clusters Score -7909970 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7910001.000000 Penalty: 5292.055664
	Iteration 19Q: 3 clusters Score -7910001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7910031.000000 Penalty: 5292.055664
	Iteration 20F: 3 clusters Score -7910031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7910041.000000 Penalty: 5292.055664
	Iteration 21Q: 3 clusters Score -7910041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7910060.000000 Penalty: 5292.055664
	Iteration 22Q: 3 clusters Score -7910060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7910072.500000 Penalty: 5292.055664
	Iteration 23Q: 3 clusters Score -7910072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7910085.000000 Penalty: 5292.055664
	Iteration 24Q: 3 clusters Score -7910085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7910094.000000 Penalty: 5292.055664
	Iteration 25Q: 3 clusters Score -7910094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7910101.500000 Penalty: 5292.055664
	Iteration 26Q: 3 clusters Score -7910102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7910102.000000 Penalty: 5292.055664
	Iteration 27Q: 3 clusters Score -7910102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7910115.500000 Penalty: 5292.055664
	Iteration 28Q: 3 clusters Score -7910116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7910119.500000 Penalty: 5292.055664
	Iteration 29Q: 3 clusters Score -7910120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7910109.000000 Penalty: 5292.055664
	Iteration 30Q: 3 clusters Score -7910109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7910118.000000 Penalty: 5292.055664
	Iteration 31Q: 3 clusters Score -7910118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7910121.000000 Penalty: 5292.055664
	Iteration 32Q: 3 clusters Score -7910121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7910121.000000 Penalty: 5292.055664
	Iteration 33F: 3 clusters Score -7910121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Entering Unmasked Estep 
Score: -8535563.000000 Penalty: 2663.379883
	Iteration 0F: 2 clusters Score -8535563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -8506631.000000 Penalty: 5326.759766
	Iteration 0F: 3 clusters Score -8506631 nChanged 21204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -8518312.000000 Penalty: 5326.759766
	Iteration 1F: 3 clusters Score -8518312 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -8518979.000000 Penalty: 5326.759766
	Iteration 2Q: 3 clusters Score -8518979 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -8519756.000000 Penalty: 5326.759766
	Iteration 3Q: 3 clusters Score -8519756 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -8520872.000000 Penalty: 5326.759766
	Iteration 4F: 3 clusters Score -8520872 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -8522592.000000 Penalty: 5326.759766
	Iteration 5F: 3 clusters Score -8522592 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -8525200.000000 Penalty: 5326.759766
	Iteration 6F: 3 clusters Score -8525200 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -8528160.000000 Penalty: 5326.759766
	Iteration 7F: 3 clusters Score -8528160 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -8530863.000000 Penalty: 5326.759766
	Iteration 8F: 3 clusters Score -8530863 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -8532860.000000 Penalty: 5326.759766
	Iteration 9Q: 3 clusters Score -8532860 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -8533899.000000 Penalty: 5326.759766
	Iteration 10Q: 3 clusters Score -8533899 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -8534377.000000 Penalty: 5326.759766
	Iteration 11Q: 3 clusters Score -8534377 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -8534564.000000 Penalty: 5326.759766
	Iteration 12Q: 3 clusters Score -8534564 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -8534713.000000 Penalty: 5326.759766
	Iteration 13Q: 3 clusters Score -8534713 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -8534781.000000 Penalty: 5326.759766
	Iteration 14Q: 3 clusters Score -8534781 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8534819.000000 Penalty: 5326.759766
	Iteration 15Q: 3 clusters Score -8534819 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -8534831.000000 Penalty: 5326.759766
	Iteration 16Q: 3 clusters Score -8534831 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -8534815.000000 Penalty: 5326.759766
	Iteration 17Q: 3 clusters Score -8534815 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -8534799.000000 Penalty: 5326.759766
	Iteration 18Q: 3 clusters Score -8534799 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -8534764.000000 Penalty: 5326.759766
	Iteration 19Q: 3 clusters Score -8534764 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -8534752.000000 Penalty: 5326.759766
	Iteration 20F: 3 clusters Score -8534752 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -8534694.000000 Penalty: 5326.759766
	Iteration 21Q: 3 clusters Score -8534694 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -8534641.000000 Penalty: 5326.759766
	Iteration 22Q: 3 clusters Score -8534641 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8534611.000000 Penalty: 5326.759766
	Iteration 23Q: 3 clusters Score -8534611 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -8534560.000000 Penalty: 5326.759766
	Iteration 24Q: 3 clusters Score -8534560 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -8534487.000000 Penalty: 5326.759766
	Iteration 25Q: 3 clusters Score -8534487 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -8534427.000000 Penalty: 5326.759766
	Iteration 26Q: 3 clusters Score -8534427 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -8534381.000000 Penalty: 5326.759766
	Iteration 27Q: 3 clusters Score -8534381 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -8534339.000000 Penalty: 5326.759766
	Iteration 28Q: 3 clusters Score -8534339 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8534313.000000 Penalty: 5326.759766
	Iteration 29Q: 3 clusters Score -8534313 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 44964 members 
Entering Unmasked Estep 
Score: -8534283.000000 Penalty: 5326.759766
	Iteration 30Q: 3 clusters Score -8534283 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -8534257.000000 Penalty: 5326.759766
	Iteration 31Q: 3 clusters Score -8534257 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -8534239.000000 Penalty: 5326.759766
	Iteration 32Q: 3 clusters Score -8534239 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8534216.000000 Penalty: 5326.759766
	Iteration 33Q: 3 clusters Score -8534216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -8534215.000000 Penalty: 5326.759766
	Iteration 34Q: 3 clusters Score -8534215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8534178.000000 Penalty: 5326.759766
	Iteration 35Q: 3 clusters Score -8534178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -8534157.000000 Penalty: 5326.759766
	Iteration 36Q: 3 clusters Score -8534157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -8534154.000000 Penalty: 5326.759766
	Iteration 37Q: 3 clusters Score -8534154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8534134.000000 Penalty: 5326.759766
	Iteration 38Q: 3 clusters Score -8534134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -8534127.000000 Penalty: 5326.759766
	Iteration 39Q: 3 clusters Score -8534127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -8534100.000000 Penalty: 5326.759766
	Iteration 40F: 3 clusters Score -8534100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -8534078.000000 Penalty: 5326.759766
	Iteration 41Q: 3 clusters Score -8534078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -8534070.000000 Penalty: 5326.759766
	Iteration 42Q: 3 clusters Score -8534070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -8534062.000000 Penalty: 5326.759766
	Iteration 43Q: 3 clusters Score -8534062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -8534051.000000 Penalty: 5326.759766
	Iteration 44Q: 3 clusters Score -8534051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -8534055.000000 Penalty: 5326.759766
	Iteration 45Q: 3 clusters Score -8534055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -8534044.000000 Penalty: 5326.759766
	Iteration 46Q: 3 clusters Score -8534044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -8534052.000000 Penalty: 5326.759766
	Iteration 47Q: 3 clusters Score -8534052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -8534045.000000 Penalty: 5326.759766
	Iteration 48Q: 3 clusters Score -8534045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -8534055.000000 Penalty: 5326.759766
	Iteration 49Q: 3 clusters Score -8534055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -8534040.000000 Penalty: 5326.759766
	Iteration 50Q: 3 clusters Score -8534040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -8534040.000000 Penalty: 5326.759766
	Iteration 51Q: 3 clusters Score -8534040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -8534029.000000 Penalty: 5326.759766
	Iteration 52Q: 3 clusters Score -8534029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8534032.000000 Penalty: 5326.759766
	Iteration 53Q: 3 clusters Score -8534032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -8534026.000000 Penalty: 5326.759766
	Iteration 54Q: 3 clusters Score -8534026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -8534014.000000 Penalty: 5326.759766
	Iteration 55Q: 3 clusters Score -8534014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -8534017.000000 Penalty: 5326.759766
	Iteration 56Q: 3 clusters Score -8534017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8534016.000000 Penalty: 5326.759766
	Iteration 57Q: 3 clusters Score -8534016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -8534018.000000 Penalty: 5326.759766
	Iteration 58Q: 3 clusters Score -8534018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -8534013.000000 Penalty: 5326.759766
	Iteration 59Q: 3 clusters Score -8534013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -8534013.000000 Penalty: 5326.759766
	Iteration 60F: 3 clusters Score -8534013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -8534019.000000 Penalty: 5326.759766
	Iteration 61Q: 3 clusters Score -8534019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -8534019.000000 Penalty: 5326.759766
	Iteration 62F: 3 clusters Score -8534019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -178656.390625 Penalty: 1717.059937
	Iteration 0F: 2 clusters Score -178656.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -176706.093750 Penalty: 3434.119873
	Iteration 0F: 3 clusters Score -176706.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -176992.765625 Penalty: 3434.119873
	Iteration 1F: 3 clusters Score -176992.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -177087.218750 Penalty: 3434.119873
	Iteration 2F: 3 clusters Score -177087.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -177200.625000 Penalty: 3434.119873
	Iteration 3Q: 3 clusters Score -177200.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -177291.296875 Penalty: 3434.119873
	Iteration 4Q: 3 clusters Score -177291.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -177400.734375 Penalty: 3434.119873
	Iteration 5Q: 3 clusters Score -177400.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -177493.343750 Penalty: 3434.119873
	Iteration 6Q: 3 clusters Score -177493.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -177552.765625 Penalty: 3434.119873
	Iteration 7Q: 3 clusters Score -177552.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -177599.546875 Penalty: 3434.119873
	Iteration 8Q: 3 clusters Score -177599.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -177643.375000 Penalty: 3434.119873
	Iteration 9Q: 3 clusters Score -177643.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -177680.953125 Penalty: 3434.119873
	Iteration 10Q: 3 clusters Score -177681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -177703.484375 Penalty: 3434.119873
	Iteration 11Q: 3 clusters Score -177703.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -177721.234375 Penalty: 3434.119873
	Iteration 12Q: 3 clusters Score -177721.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -177731.609375 Penalty: 3434.119873
	Iteration 13Q: 3 clusters Score -177731.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -177738.437500 Penalty: 3434.119873
	Iteration 14Q: 3 clusters Score -177738.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -177742.906250 Penalty: 3434.119873
	Iteration 15Q: 3 clusters Score -177742.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -177746.718750 Penalty: 3434.119873
	Iteration 16Q: 3 clusters Score -177746.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -177750.218750 Penalty: 3434.119873
	Iteration 17Q: 3 clusters Score -177750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -177755.531250 Penalty: 3434.119873
	Iteration 18Q: 3 clusters Score -177755.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -177762.000000 Penalty: 3434.119873
	Iteration 19Q: 3 clusters Score -177762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -177771.796875 Penalty: 3434.119873
	Iteration 20F: 3 clusters Score -177771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -177775.984375 Penalty: 3434.119873
	Iteration 21Q: 3 clusters Score -177776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -177782.500000 Penalty: 3434.119873
	Iteration 22Q: 3 clusters Score -177782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -177787.468750 Penalty: 3434.119873
	Iteration 23Q: 3 clusters Score -177787.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -177794.859375 Penalty: 3434.119873
	Iteration 24Q: 3 clusters Score -177794.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -177798.406250 Penalty: 3434.119873
	Iteration 25Q: 3 clusters Score -177798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -177802.250000 Penalty: 3434.119873
	Iteration 26Q: 3 clusters Score -177802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -177804.453125 Penalty: 3434.119873
	Iteration 27Q: 3 clusters Score -177804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -177807.531250 Penalty: 3434.119873
	Iteration 28Q: 3 clusters Score -177807.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -177811.671875 Penalty: 3434.119873
	Iteration 29Q: 3 clusters Score -177811.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -177813.890625 Penalty: 3434.119873
	Iteration 30Q: 3 clusters Score -177813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -177817.968750 Penalty: 3434.119873
	Iteration 31Q: 3 clusters Score -177818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -177819.000000 Penalty: 3434.119873
	Iteration 32Q: 3 clusters Score -177819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -177819.000000 Penalty: 3434.119873
	Iteration 33F: 3 clusters Score -177819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Entering Unmasked Estep 
Score: -8326527.500000 Penalty: 2656.828125
	Iteration 0F: 2 clusters Score -8326528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -8297008.000000 Penalty: 5313.656250
	Iteration 0F: 3 clusters Score -8297008 nChanged 20504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -8308173.000000 Penalty: 5313.656250
	Iteration 1F: 3 clusters Score -8308173 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -8308690.500000 Penalty: 5313.656250
	Iteration 2Q: 3 clusters Score -8308690 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -8309134.000000 Penalty: 5313.656250
	Iteration 3Q: 3 clusters Score -8309134 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -8309664.500000 Penalty: 5313.656250
	Iteration 4Q: 3 clusters Score -8309664 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -8310250.500000 Penalty: 5313.656250
	Iteration 5Q: 3 clusters Score -8310250 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -8310971.000000 Penalty: 5313.656250
	Iteration 6Q: 3 clusters Score -8310971 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -8312010.500000 Penalty: 5313.656250
	Iteration 7Q: 3 clusters Score -8312010 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -8313403.000000 Penalty: 5313.656250
	Iteration 8F: 3 clusters Score -8313403 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -8315415.500000 Penalty: 5313.656250
	Iteration 9F: 3 clusters Score -8315416 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -8317542.000000 Penalty: 5313.656250
	Iteration 10F: 3 clusters Score -8317542 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -8319135.500000 Penalty: 5313.656250
	Iteration 11F: 3 clusters Score -8319136 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -8319813.000000 Penalty: 5313.656250
	Iteration 12Q: 3 clusters Score -8319813 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -8320177.500000 Penalty: 5313.656250
	Iteration 13Q: 3 clusters Score -8320178 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -8320439.500000 Penalty: 5313.656250
	Iteration 14Q: 3 clusters Score -8320440 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -8320701.500000 Penalty: 5313.656250
	Iteration 15Q: 3 clusters Score -8320702 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -8320873.000000 Penalty: 5313.656250
	Iteration 16Q: 3 clusters Score -8320873 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -8321114.000000 Penalty: 5313.656250
	Iteration 17Q: 3 clusters Score -8321114 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -8321272.500000 Penalty: 5313.656250
	Iteration 18Q: 3 clusters Score -8321272 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -8321429.000000 Penalty: 5313.656250
	Iteration 19Q: 3 clusters Score -8321429 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -8321573.500000 Penalty: 5313.656250
	Iteration 20F: 3 clusters Score -8321574 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -8321689.000000 Penalty: 5313.656250
	Iteration 21Q: 3 clusters Score -8321689 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -8321806.000000 Penalty: 5313.656250
	Iteration 22Q: 3 clusters Score -8321806 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -8321853.500000 Penalty: 5313.656250
	Iteration 23Q: 3 clusters Score -8321854 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -8321917.000000 Penalty: 5313.656250
	Iteration 24Q: 3 clusters Score -8321917 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -8321952.000000 Penalty: 5313.656250
	Iteration 25Q: 3 clusters Score -8321952 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -8322020.000000 Penalty: 5313.656250
	Iteration 26Q: 3 clusters Score -8322020 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -8322018.500000 Penalty: 5313.656250
	Iteration 27Q: 3 clusters Score -8322018 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -8322053.000000 Penalty: 5313.656250
	Iteration 28Q: 3 clusters Score -8322053 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -8322056.500000 Penalty: 5313.656250
	Iteration 29Q: 3 clusters Score -8322056 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -8322085.000000 Penalty: 5313.656250
	Iteration 30Q: 3 clusters Score -8322085 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -8322098.500000 Penalty: 5313.656250
	Iteration 31Q: 3 clusters Score -8322098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -8322089.000000 Penalty: 5313.656250
	Iteration 32Q: 3 clusters Score -8322089 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -8322102.500000 Penalty: 5313.656250
	Iteration 33Q: 3 clusters Score -8322102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -8322108.000000 Penalty: 5313.656250
	Iteration 34Q: 3 clusters Score -8322108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -8322115.500000 Penalty: 5313.656250
	Iteration 35Q: 3 clusters Score -8322116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -8322119.000000 Penalty: 5313.656250
	Iteration 36Q: 3 clusters Score -8322119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -8322120.500000 Penalty: 5313.656250
	Iteration 37Q: 3 clusters Score -8322120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -8322121.000000 Penalty: 5313.656250
	Iteration 38Q: 3 clusters Score -8322121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -8322116.000000 Penalty: 5313.656250
	Iteration 39Q: 3 clusters Score -8322116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -8322122.000000 Penalty: 5313.656250
	Iteration 40F: 3 clusters Score -8322122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -8322112.500000 Penalty: 5313.656250
	Iteration 41Q: 3 clusters Score -8322112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -8322099.500000 Penalty: 5313.656250
	Iteration 42Q: 3 clusters Score -8322100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -8322109.500000 Penalty: 5313.656250
	Iteration 43Q: 3 clusters Score -8322110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -8322112.500000 Penalty: 5313.656250
	Iteration 44Q: 3 clusters Score -8322112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -8322117.500000 Penalty: 5313.656250
	Iteration 45Q: 3 clusters Score -8322118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -8322119.500000 Penalty: 5313.656250
	Iteration 46Q: 3 clusters Score -8322120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -8322123.500000 Penalty: 5313.656250
	Iteration 47Q: 3 clusters Score -8322124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -8322121.500000 Penalty: 5313.656250
	Iteration 48Q: 3 clusters Score -8322122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -8322122.500000 Penalty: 5313.656250
	Iteration 49Q: 3 clusters Score -8322122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -8322114.500000 Penalty: 5313.656250
	Iteration 50Q: 3 clusters Score -8322114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -8322118.000000 Penalty: 5313.656250
	Iteration 51Q: 3 clusters Score -8322118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -8322118.000000 Penalty: 5313.656250
	Iteration 52F: 3 clusters Score -8322118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -59322.312500 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -59322.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -58010.554688 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -58010.55 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -58666.574219 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -58666.57 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59342.828125 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -59342.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -59977.148438 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -59977.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60455.828125 Penalty: 3191.535156
	Iteration 4F: 3 clusters Score -60455.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -60770.105469 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -60770.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -60936.136719 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -60936.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -60986.566406 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -60986.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61003.121094 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -61003.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61010.636719 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -61010.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61019.746094 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -61019.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61053.535156 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -61053.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61094.492188 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -61094.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61106.628906 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -61106.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61112.871094 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -61112.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -61112.871094 Penalty: 3191.535156
	Iteration 15F: 3 clusters Score -61112.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 42283 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47946 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 43772 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44902 members 
Mstep: Class 9 contains 43022 members 
Mstep: Class 10 contains 46140 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 44937 members 
Mstep: Class 13 contains 394 members 
Mstep: Class 14 contains 35583 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42076 members 
Mstep: Class 17 contains 41612 members 
Mstep: Class 18 contains 37373 members 
Mstep: Class 19 contains 43478 members 
Mstep: Class 20 contains 33381 members 
Mstep: Class 21 contains 44858 members 
Mstep: Class 22 contains 55310 members 
Mstep: Class 23 contains 229 members 
Entering Unmasked Estep 
Score: -126916984.000000 Penalty: 76758.679688
Splitting cluster 13 changes total score from -126917040.000000 to -126916984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (35583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Entering Unmasked Estep 
Score: -6598415.500000 Penalty: 2598.946533
	Iteration 0F: 2 clusters Score -6598416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -6574261.000000 Penalty: 5197.893066
	Iteration 0F: 3 clusters Score -6574261 nChanged 16190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -6583197.000000 Penalty: 5197.893066
	Iteration 1F: 3 clusters Score -6583197 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -6583897.500000 Penalty: 5197.893066
	Iteration 2F: 3 clusters Score -6583898 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -6584666.500000 Penalty: 5197.893066
	Iteration 3F: 3 clusters Score -6584666 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -6585674.000000 Penalty: 5197.893066
	Iteration 4F: 3 clusters Score -6585674 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -6586936.500000 Penalty: 5197.893066
	Iteration 5F: 3 clusters Score -6586936 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -6588510.500000 Penalty: 5197.893066
	Iteration 6F: 3 clusters Score -6588510 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -6590324.000000 Penalty: 5197.893066
	Iteration 7F: 3 clusters Score -6590324 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -6591987.500000 Penalty: 5197.893066
	Iteration 8F: 3 clusters Score -6591988 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -6593313.500000 Penalty: 5197.893066
	Iteration 9Q: 3 clusters Score -6593314 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -6594158.500000 Penalty: 5197.893066
	Iteration 10Q: 3 clusters Score -6594158 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -6594737.500000 Penalty: 5197.893066
	Iteration 11Q: 3 clusters Score -6594738 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -6595119.500000 Penalty: 5197.893066
	Iteration 12Q: 3 clusters Score -6595120 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -6595398.500000 Penalty: 5197.893066
	Iteration 13Q: 3 clusters Score -6595398 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -6595560.500000 Penalty: 5197.893066
	Iteration 14Q: 3 clusters Score -6595560 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -6595664.500000 Penalty: 5197.893066
	Iteration 15Q: 3 clusters Score -6595664 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -6595728.500000 Penalty: 5197.893066
	Iteration 16Q: 3 clusters Score -6595728 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -6595798.500000 Penalty: 5197.893066
	Iteration 17Q: 3 clusters Score -6595798 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -6595832.000000 Penalty: 5197.893066
	Iteration 18Q: 3 clusters Score -6595832 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -6595860.000000 Penalty: 5197.893066
	Iteration 19Q: 3 clusters Score -6595860 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -6595867.000000 Penalty: 5197.893066
	Iteration 20F: 3 clusters Score -6595867 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -6595894.000000 Penalty: 5197.893066
	Iteration 21Q: 3 clusters Score -6595894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -6595906.500000 Penalty: 5197.893066
	Iteration 22Q: 3 clusters Score -6595906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -6595945.500000 Penalty: 5197.893066
	Iteration 23Q: 3 clusters Score -6595946 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -6595952.500000 Penalty: 5197.893066
	Iteration 24Q: 3 clusters Score -6595952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -6595966.000000 Penalty: 5197.893066
	Iteration 25Q: 3 clusters Score -6595966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -6595993.500000 Penalty: 5197.893066
	Iteration 26Q: 3 clusters Score -6595994 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -6596028.000000 Penalty: 5197.893066
	Iteration 27Q: 3 clusters Score -6596028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -6596037.000000 Penalty: 5197.893066
	Iteration 28Q: 3 clusters Score -6596037 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -6596035.500000 Penalty: 5197.893066
	Iteration 29Q: 3 clusters Score -6596036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -6596054.500000 Penalty: 5197.893066
	Iteration 30Q: 3 clusters Score -6596054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -6596077.500000 Penalty: 5197.893066
	Iteration 31Q: 3 clusters Score -6596078 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -6596079.500000 Penalty: 5197.893066
	Iteration 32Q: 3 clusters Score -6596080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -6596079.000000 Penalty: 5197.893066
	Iteration 33Q: 3 clusters Score -6596079 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -6596103.000000 Penalty: 5197.893066
	Iteration 34Q: 3 clusters Score -6596103 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -6596127.000000 Penalty: 5197.893066
	Iteration 35Q: 3 clusters Score -6596127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -6596142.000000 Penalty: 5197.893066
	Iteration 36Q: 3 clusters Score -6596142 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -6596130.000000 Penalty: 5197.893066
	Iteration 37Q: 3 clusters Score -6596130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -6596148.500000 Penalty: 5197.893066
	Iteration 38Q: 3 clusters Score -6596148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -6596153.000000 Penalty: 5197.893066
	Iteration 39Q: 3 clusters Score -6596153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -6596154.000000 Penalty: 5197.893066
	Iteration 40F: 3 clusters Score -6596154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -6596165.000000 Penalty: 5197.893066
	Iteration 41Q: 3 clusters Score -6596165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -6596168.500000 Penalty: 5197.893066
	Iteration 42Q: 3 clusters Score -6596168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -6596166.500000 Penalty: 5197.893066
	Iteration 43Q: 3 clusters Score -6596166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -6596172.000000 Penalty: 5197.893066
	Iteration 44Q: 3 clusters Score -6596172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -6596184.500000 Penalty: 5197.893066
	Iteration 45Q: 3 clusters Score -6596184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -6596188.000000 Penalty: 5197.893066
	Iteration 46Q: 3 clusters Score -6596188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -6596184.000000 Penalty: 5197.893066
	Iteration 47Q: 3 clusters Score -6596184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -6596199.500000 Penalty: 5197.893066
	Iteration 48Q: 3 clusters Score -6596200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -6596203.500000 Penalty: 5197.893066
	Iteration 49Q: 3 clusters Score -6596204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -6596208.000000 Penalty: 5197.893066
	Iteration 50Q: 3 clusters Score -6596208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -6596217.000000 Penalty: 5197.893066
	Iteration 51Q: 3 clusters Score -6596217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -6596223.000000 Penalty: 5197.893066
	Iteration 52Q: 3 clusters Score -6596223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -6596229.500000 Penalty: 5197.893066
	Iteration 53Q: 3 clusters Score -6596230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -6596227.500000 Penalty: 5197.893066
	Iteration 54Q: 3 clusters Score -6596228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -6596229.500000 Penalty: 5197.893066
	Iteration 55Q: 3 clusters Score -6596230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -6596237.500000 Penalty: 5197.893066
	Iteration 56Q: 3 clusters Score -6596238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -6596235.000000 Penalty: 5197.893066
	Iteration 57Q: 3 clusters Score -6596235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -6596231.500000 Penalty: 5197.893066
	Iteration 58Q: 3 clusters Score -6596232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -6596234.000000 Penalty: 5197.893066
	Iteration 59Q: 3 clusters Score -6596234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -6596242.500000 Penalty: 5197.893066
	Iteration 60F: 3 clusters Score -6596242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -6596243.500000 Penalty: 5197.893066
	Iteration 61Q: 3 clusters Score -6596244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -6596241.000000 Penalty: 5197.893066
	Iteration 62Q: 3 clusters Score -6596241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -6596241.000000 Penalty: 5197.893066
	Iteration 63F: 3 clusters Score -6596241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -154012.250000 Penalty: 1749.074829
	Iteration 0F: 2 clusters Score -154012.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -152214.625000 Penalty: 3498.149658
	Iteration 0F: 3 clusters Score -152214.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -152988.718750 Penalty: 3498.149658
	Iteration 1F: 3 clusters Score -152988.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -153301.468750 Penalty: 3498.149658
	Iteration 2F: 3 clusters Score -153301.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -153485.515625 Penalty: 3498.149658
	Iteration 3F: 3 clusters Score -153485.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -153673.953125 Penalty: 3498.149658
	Iteration 4Q: 3 clusters Score -153674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -153950.765625 Penalty: 3498.149658
	Iteration 5Q: 3 clusters Score -153950.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -154199.203125 Penalty: 3498.149658
	Iteration 6Q: 3 clusters Score -154199.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -154398.796875 Penalty: 3498.149658
	Iteration 7Q: 3 clusters Score -154398.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -154585.828125 Penalty: 3498.149658
	Iteration 8Q: 3 clusters Score -154585.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -154791.109375 Penalty: 3498.149658
	Iteration 9Q: 3 clusters Score -154791.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -154991.109375 Penalty: 3498.149658
	Iteration 10Q: 3 clusters Score -154991.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155145.046875 Penalty: 3498.149658
	Iteration 11Q: 3 clusters Score -155145 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -155248.093750 Penalty: 3498.149658
	Iteration 12Q: 3 clusters Score -155248.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -155335.984375 Penalty: 3498.149658
	Iteration 13Q: 3 clusters Score -155336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155392.515625 Penalty: 3498.149658
	Iteration 14Q: 3 clusters Score -155392.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -155428.734375 Penalty: 3498.149658
	Iteration 15Q: 3 clusters Score -155428.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -155471.031250 Penalty: 3498.149658
	Iteration 16Q: 3 clusters Score -155471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -155483.625000 Penalty: 3498.149658
	Iteration 17Q: 3 clusters Score -155483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -155491.156250 Penalty: 3498.149658
	Iteration 18Q: 3 clusters Score -155491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -155493.453125 Penalty: 3498.149658
	Iteration 19Q: 3 clusters Score -155493.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155507.953125 Penalty: 3498.149658
	Iteration 20F: 3 clusters Score -155508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -155519.250000 Penalty: 3498.149658
	Iteration 21Q: 3 clusters Score -155519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155521.031250 Penalty: 3498.149658
	Iteration 22Q: 3 clusters Score -155521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -155521.031250 Penalty: 3498.149658
	Iteration 23F: 3 clusters Score -155521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 42283 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47946 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 43772 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44902 members 
Mstep: Class 9 contains 43022 members 
Mstep: Class 10 contains 46140 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 44937 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 35583 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 42076 members 
Mstep: Class 17 contains 41612 members 
Mstep: Class 18 contains 37373 members 
Mstep: Class 19 contains 43478 members 
Mstep: Class 20 contains 33381 members 
Mstep: Class 21 contains 44858 members 
Mstep: Class 22 contains 55310 members 
Mstep: Class 23 contains 529 members 
Entering Unmasked Estep 
Score: -126916984.000000 Penalty: 76758.679688
Splitting cluster 15 changes total score from -126917040.000000 to -126916984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (42076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Entering Unmasked Estep 
Score: -7842721.000000 Penalty: 2640.513672
	Iteration 0F: 2 clusters Score -7842721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -7815664.500000 Penalty: 5281.027344
	Iteration 0F: 3 clusters Score -7815664 nChanged 19239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -7826140.500000 Penalty: 5281.027344
	Iteration 1F: 3 clusters Score -7826140 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -7826623.000000 Penalty: 5281.027344
	Iteration 2Q: 3 clusters Score -7826623 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -7827042.500000 Penalty: 5281.027344
	Iteration 3Q: 3 clusters Score -7827042 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -7827475.000000 Penalty: 5281.027344
	Iteration 4Q: 3 clusters Score -7827475 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -7827823.500000 Penalty: 5281.027344
	Iteration 5Q: 3 clusters Score -7827824 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -7828240.000000 Penalty: 5281.027344
	Iteration 6Q: 3 clusters Score -7828240 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -7828771.000000 Penalty: 5281.027344
	Iteration 7Q: 3 clusters Score -7828771 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -7829490.000000 Penalty: 5281.027344
	Iteration 8Q: 3 clusters Score -7829490 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -7830602.500000 Penalty: 5281.027344
	Iteration 9Q: 3 clusters Score -7830602 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -7832042.500000 Penalty: 5281.027344
	Iteration 10F: 3 clusters Score -7832042 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -7833730.000000 Penalty: 5281.027344
	Iteration 11F: 3 clusters Score -7833730 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -7835481.500000 Penalty: 5281.027344
	Iteration 12F: 3 clusters Score -7835482 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -7836914.000000 Penalty: 5281.027344
	Iteration 13Q: 3 clusters Score -7836914 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -7837896.500000 Penalty: 5281.027344
	Iteration 14Q: 3 clusters Score -7837896 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -7838539.500000 Penalty: 5281.027344
	Iteration 15Q: 3 clusters Score -7838540 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -7839016.500000 Penalty: 5281.027344
	Iteration 16Q: 3 clusters Score -7839016 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -7839336.500000 Penalty: 5281.027344
	Iteration 17Q: 3 clusters Score -7839336 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -7839555.500000 Penalty: 5281.027344
	Iteration 18Q: 3 clusters Score -7839556 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -7839770.500000 Penalty: 5281.027344
	Iteration 19Q: 3 clusters Score -7839770 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -7839901.500000 Penalty: 5281.027344
	Iteration 20F: 3 clusters Score -7839902 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -7839984.500000 Penalty: 5281.027344
	Iteration 21Q: 3 clusters Score -7839984 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -7840089.500000 Penalty: 5281.027344
	Iteration 22Q: 3 clusters Score -7840090 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -7840186.500000 Penalty: 5281.027344
	Iteration 23Q: 3 clusters Score -7840186 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -7840258.000000 Penalty: 5281.027344
	Iteration 24Q: 3 clusters Score -7840258 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -7840305.500000 Penalty: 5281.027344
	Iteration 25Q: 3 clusters Score -7840306 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -7840337.000000 Penalty: 5281.027344
	Iteration 26Q: 3 clusters Score -7840337 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -7840378.000000 Penalty: 5281.027344
	Iteration 27Q: 3 clusters Score -7840378 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -7840430.500000 Penalty: 5281.027344
	Iteration 28Q: 3 clusters Score -7840430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -7840458.500000 Penalty: 5281.027344
	Iteration 29Q: 3 clusters Score -7840458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -7840470.500000 Penalty: 5281.027344
	Iteration 30Q: 3 clusters Score -7840470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -7840497.500000 Penalty: 5281.027344
	Iteration 31Q: 3 clusters Score -7840498 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -7840515.000000 Penalty: 5281.027344
	Iteration 32Q: 3 clusters Score -7840515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -7840530.000000 Penalty: 5281.027344
	Iteration 33Q: 3 clusters Score -7840530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -7840543.500000 Penalty: 5281.027344
	Iteration 34Q: 3 clusters Score -7840544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -7840544.500000 Penalty: 5281.027344
	Iteration 35Q: 3 clusters Score -7840544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -7840550.000000 Penalty: 5281.027344
	Iteration 36Q: 3 clusters Score -7840550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -7840549.000000 Penalty: 5281.027344
	Iteration 37Q: 3 clusters Score -7840549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -7840553.000000 Penalty: 5281.027344
	Iteration 38Q: 3 clusters Score -7840553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -7840560.500000 Penalty: 5281.027344
	Iteration 39Q: 3 clusters Score -7840560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -7840553.000000 Penalty: 5281.027344
	Iteration 40F: 3 clusters Score -7840553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -7840559.500000 Penalty: 5281.027344
	Iteration 41Q: 3 clusters Score -7840560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -7840568.000000 Penalty: 5281.027344
	Iteration 42Q: 3 clusters Score -7840568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -7840571.000000 Penalty: 5281.027344
	Iteration 43Q: 3 clusters Score -7840571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -7840575.500000 Penalty: 5281.027344
	Iteration 44Q: 3 clusters Score -7840576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -7840577.000000 Penalty: 5281.027344
	Iteration 45Q: 3 clusters Score -7840577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -7840582.500000 Penalty: 5281.027344
	Iteration 46Q: 3 clusters Score -7840582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -7840581.500000 Penalty: 5281.027344
	Iteration 47Q: 3 clusters Score -7840582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -7840575.000000 Penalty: 5281.027344
	Iteration 48Q: 3 clusters Score -7840575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -7840580.500000 Penalty: 5281.027344
	Iteration 49Q: 3 clusters Score -7840580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -7840578.500000 Penalty: 5281.027344
	Iteration 50Q: 3 clusters Score -7840578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -7840577.500000 Penalty: 5281.027344
	Iteration 51Q: 3 clusters Score -7840578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -7840578.500000 Penalty: 5281.027344
	Iteration 52Q: 3 clusters Score -7840578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -7840578.500000 Penalty: 5281.027344
	Iteration 53F: 3 clusters Score -7840578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Entering Unmasked Estep 
Score: -7634318.500000 Penalty: 2637.763672
	Iteration 0F: 2 clusters Score -7634318 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 20866 members 
Entering Unmasked Estep 
Score: -7606283.500000 Penalty: 5275.527344
	Iteration 0F: 3 clusters Score -7606284 nChanged 18887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -7616661.500000 Penalty: 5275.527344
	Iteration 1F: 3 clusters Score -7616662 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -7617214.000000 Penalty: 5275.527344
	Iteration 2Q: 3 clusters Score -7617214 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -7617866.000000 Penalty: 5275.527344
	Iteration 3Q: 3 clusters Score -7617866 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -7618627.500000 Penalty: 5275.527344
	Iteration 4Q: 3 clusters Score -7618628 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -7619462.000000 Penalty: 5275.527344
	Iteration 5Q: 3 clusters Score -7619462 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -7620461.500000 Penalty: 5275.527344
	Iteration 6Q: 3 clusters Score -7620462 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -7621585.500000 Penalty: 5275.527344
	Iteration 7Q: 3 clusters Score -7621586 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -7622741.000000 Penalty: 5275.527344
	Iteration 8Q: 3 clusters Score -7622741 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -7623863.000000 Penalty: 5275.527344
	Iteration 9Q: 3 clusters Score -7623863 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -7624849.500000 Penalty: 5275.527344
	Iteration 10Q: 3 clusters Score -7624850 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -7625622.500000 Penalty: 5275.527344
	Iteration 11Q: 3 clusters Score -7625622 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -7626289.500000 Penalty: 5275.527344
	Iteration 12Q: 3 clusters Score -7626290 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -7626735.500000 Penalty: 5275.527344
	Iteration 13Q: 3 clusters Score -7626736 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -7627044.000000 Penalty: 5275.527344
	Iteration 14Q: 3 clusters Score -7627044 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -7627184.000000 Penalty: 5275.527344
	Iteration 15Q: 3 clusters Score -7627184 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -7627287.000000 Penalty: 5275.527344
	Iteration 16Q: 3 clusters Score -7627287 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -7627367.000000 Penalty: 5275.527344
	Iteration 17Q: 3 clusters Score -7627367 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -7627439.000000 Penalty: 5275.527344
	Iteration 18Q: 3 clusters Score -7627439 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -7627460.500000 Penalty: 5275.527344
	Iteration 19Q: 3 clusters Score -7627460 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -7627485.500000 Penalty: 5275.527344
	Iteration 20F: 3 clusters Score -7627486 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -7627527.000000 Penalty: 5275.527344
	Iteration 21Q: 3 clusters Score -7627527 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -7627557.500000 Penalty: 5275.527344
	Iteration 22Q: 3 clusters Score -7627558 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -7627553.500000 Penalty: 5275.527344
	Iteration 23Q: 3 clusters Score -7627554 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -7627560.500000 Penalty: 5275.527344
	Iteration 24Q: 3 clusters Score -7627560 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -7627589.000000 Penalty: 5275.527344
	Iteration 25Q: 3 clusters Score -7627589 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -7627624.000000 Penalty: 5275.527344
	Iteration 26Q: 3 clusters Score -7627624 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -7627627.000000 Penalty: 5275.527344
	Iteration 27Q: 3 clusters Score -7627627 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -7627645.000000 Penalty: 5275.527344
	Iteration 28Q: 3 clusters Score -7627645 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -7627659.500000 Penalty: 5275.527344
	Iteration 29Q: 3 clusters Score -7627660 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -7627669.500000 Penalty: 5275.527344
	Iteration 30Q: 3 clusters Score -7627670 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -7627687.500000 Penalty: 5275.527344
	Iteration 31Q: 3 clusters Score -7627688 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -7627685.500000 Penalty: 5275.527344
	Iteration 32Q: 3 clusters Score -7627686 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -7627690.000000 Penalty: 5275.527344
	Iteration 33Q: 3 clusters Score -7627690 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -7627698.000000 Penalty: 5275.527344
	Iteration 34Q: 3 clusters Score -7627698 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -7627713.500000 Penalty: 5275.527344
	Iteration 35Q: 3 clusters Score -7627714 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -7627749.000000 Penalty: 5275.527344
	Iteration 36Q: 3 clusters Score -7627749 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -7627774.000000 Penalty: 5275.527344
	Iteration 37Q: 3 clusters Score -7627774 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -7627789.000000 Penalty: 5275.527344
	Iteration 38Q: 3 clusters Score -7627789 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -7627815.000000 Penalty: 5275.527344
	Iteration 39Q: 3 clusters Score -7627815 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -7627818.000000 Penalty: 5275.527344
	Iteration 40F: 3 clusters Score -7627818 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -7627826.000000 Penalty: 5275.527344
	Iteration 41Q: 3 clusters Score -7627826 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -7627851.500000 Penalty: 5275.527344
	Iteration 42Q: 3 clusters Score -7627852 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -7627855.000000 Penalty: 5275.527344
	Iteration 43Q: 3 clusters Score -7627855 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -7627885.000000 Penalty: 5275.527344
	Iteration 44Q: 3 clusters Score -7627885 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -7627893.000000 Penalty: 5275.527344
	Iteration 45Q: 3 clusters Score -7627893 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -7627914.000000 Penalty: 5275.527344
	Iteration 46Q: 3 clusters Score -7627914 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -7627940.000000 Penalty: 5275.527344
	Iteration 47Q: 3 clusters Score -7627940 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -7627968.000000 Penalty: 5275.527344
	Iteration 48Q: 3 clusters Score -7627968 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -7627985.500000 Penalty: 5275.527344
	Iteration 49Q: 3 clusters Score -7627986 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -7628024.500000 Penalty: 5275.527344
	Iteration 50Q: 3 clusters Score -7628024 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -7628043.000000 Penalty: 5275.527344
	Iteration 51Q: 3 clusters Score -7628043 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -7628081.500000 Penalty: 5275.527344
	Iteration 52Q: 3 clusters Score -7628082 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -7628112.000000 Penalty: 5275.527344
	Iteration 53Q: 3 clusters Score -7628112 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -7628150.000000 Penalty: 5275.527344
	Iteration 54Q: 3 clusters Score -7628150 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -7628207.500000 Penalty: 5275.527344
	Iteration 55Q: 3 clusters Score -7628208 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7628246.500000 Penalty: 5275.527344
	Iteration 56Q: 3 clusters Score -7628246 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -7628287.000000 Penalty: 5275.527344
	Iteration 57Q: 3 clusters Score -7628287 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -7628367.000000 Penalty: 5275.527344
	Iteration 58Q: 3 clusters Score -7628367 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -7628433.500000 Penalty: 5275.527344
	Iteration 59Q: 3 clusters Score -7628434 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -7628486.000000 Penalty: 5275.527344
	Iteration 60F: 3 clusters Score -7628486 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -7628619.000000 Penalty: 5275.527344
	Iteration 61Q: 3 clusters Score -7628619 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -7628730.500000 Penalty: 5275.527344
	Iteration 62Q: 3 clusters Score -7628730 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -7628849.500000 Penalty: 5275.527344
	Iteration 63Q: 3 clusters Score -7628850 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -7628993.000000 Penalty: 5275.527344
	Iteration 64Q: 3 clusters Score -7628993 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -7629119.000000 Penalty: 5275.527344
	Iteration 65Q: 3 clusters Score -7629119 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -7629284.500000 Penalty: 5275.527344
	Iteration 66Q: 3 clusters Score -7629284 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -7629479.500000 Penalty: 5275.527344
	Iteration 67Q: 3 clusters Score -7629480 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -7629645.500000 Penalty: 5275.527344
	Iteration 68Q: 3 clusters Score -7629646 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -7629835.500000 Penalty: 5275.527344
	Iteration 69Q: 3 clusters Score -7629836 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -7630044.000000 Penalty: 5275.527344
	Iteration 70Q: 3 clusters Score -7630044 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -7630249.000000 Penalty: 5275.527344
	Iteration 71Q: 3 clusters Score -7630249 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -7630448.000000 Penalty: 5275.527344
	Iteration 72Q: 3 clusters Score -7630448 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -7630642.500000 Penalty: 5275.527344
	Iteration 73Q: 3 clusters Score -7630642 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -7630841.000000 Penalty: 5275.527344
	Iteration 74Q: 3 clusters Score -7630841 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -7631008.000000 Penalty: 5275.527344
	Iteration 75Q: 3 clusters Score -7631008 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -7631184.000000 Penalty: 5275.527344
	Iteration 76Q: 3 clusters Score -7631184 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -7631327.000000 Penalty: 5275.527344
	Iteration 77Q: 3 clusters Score -7631327 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -7631419.000000 Penalty: 5275.527344
	Iteration 78Q: 3 clusters Score -7631419 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -7631518.000000 Penalty: 5275.527344
	Iteration 79Q: 3 clusters Score -7631518 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -7631592.500000 Penalty: 5275.527344
	Iteration 80F: 3 clusters Score -7631592 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -7631660.500000 Penalty: 5275.527344
	Iteration 81Q: 3 clusters Score -7631660 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -7631713.500000 Penalty: 5275.527344
	Iteration 82Q: 3 clusters Score -7631714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -7631775.000000 Penalty: 5275.527344
	Iteration 83Q: 3 clusters Score -7631775 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -7631822.500000 Penalty: 5275.527344
	Iteration 84Q: 3 clusters Score -7631822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -7631860.000000 Penalty: 5275.527344
	Iteration 85Q: 3 clusters Score -7631860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -7631893.000000 Penalty: 5275.527344
	Iteration 86Q: 3 clusters Score -7631893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -7631916.500000 Penalty: 5275.527344
	Iteration 87Q: 3 clusters Score -7631916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -7631938.000000 Penalty: 5275.527344
	Iteration 88Q: 3 clusters Score -7631938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -7631958.500000 Penalty: 5275.527344
	Iteration 89Q: 3 clusters Score -7631958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -7631973.000000 Penalty: 5275.527344
	Iteration 90Q: 3 clusters Score -7631973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -7631978.500000 Penalty: 5275.527344
	Iteration 91Q: 3 clusters Score -7631978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 40776 members 
Entering Unmasked Estep 
Score: -7631984.000000 Penalty: 5275.527344
	Iteration 92Q: 3 clusters Score -7631984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -7631984.500000 Penalty: 5275.527344
	Iteration 93Q: 3 clusters Score -7631984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -7631990.000000 Penalty: 5275.527344
	Iteration 94Q: 3 clusters Score -7631990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -7631991.500000 Penalty: 5275.527344
	Iteration 95Q: 3 clusters Score -7631992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -7632001.500000 Penalty: 5275.527344
	Iteration 96Q: 3 clusters Score -7632002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -7631999.000000 Penalty: 5275.527344
	Iteration 97Q: 3 clusters Score -7631999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -7631999.500000 Penalty: 5275.527344
	Iteration 98Q: 3 clusters Score -7632000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -7631997.000000 Penalty: 5275.527344
	Iteration 99Q: 3 clusters Score -7631997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -7631997.000000 Penalty: 5275.527344
	Iteration 100F: 3 clusters Score -7631997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (37373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Entering Unmasked Estep 
Score: -6845642.000000 Penalty: 2611.118408
	Iteration 0F: 2 clusters Score -6845642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -6820395.500000 Penalty: 5222.236816
	Iteration 0F: 3 clusters Score -6820396 nChanged 17021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -6829642.000000 Penalty: 5222.236816
	Iteration 1F: 3 clusters Score -6829642 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -6830182.500000 Penalty: 5222.236816
	Iteration 2Q: 3 clusters Score -6830182 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -6830848.000000 Penalty: 5222.236816
	Iteration 3Q: 3 clusters Score -6830848 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -6831585.500000 Penalty: 5222.236816
	Iteration 4Q: 3 clusters Score -6831586 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -6832732.000000 Penalty: 5222.236816
	Iteration 5F: 3 clusters Score -6832732 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -6834315.000000 Penalty: 5222.236816
	Iteration 6F: 3 clusters Score -6834315 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -6836207.500000 Penalty: 5222.236816
	Iteration 7F: 3 clusters Score -6836208 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -6838390.000000 Penalty: 5222.236816
	Iteration 8F: 3 clusters Score -6838390 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -6840361.500000 Penalty: 5222.236816
	Iteration 9F: 3 clusters Score -6840362 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -6841751.000000 Penalty: 5222.236816
	Iteration 10Q: 3 clusters Score -6841751 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -6842626.000000 Penalty: 5222.236816
	Iteration 11Q: 3 clusters Score -6842626 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -6843109.500000 Penalty: 5222.236816
	Iteration 12Q: 3 clusters Score -6843110 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -6843358.500000 Penalty: 5222.236816
	Iteration 13Q: 3 clusters Score -6843358 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -6843539.500000 Penalty: 5222.236816
	Iteration 14Q: 3 clusters Score -6843540 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -6843689.500000 Penalty: 5222.236816
	Iteration 15Q: 3 clusters Score -6843690 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -6843758.500000 Penalty: 5222.236816
	Iteration 16Q: 3 clusters Score -6843758 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -6843810.500000 Penalty: 5222.236816
	Iteration 17Q: 3 clusters Score -6843810 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -6843853.500000 Penalty: 5222.236816
	Iteration 18Q: 3 clusters Score -6843854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -6843911.000000 Penalty: 5222.236816
	Iteration 19Q: 3 clusters Score -6843911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -6843943.000000 Penalty: 5222.236816
	Iteration 20F: 3 clusters Score -6843943 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -6843954.000000 Penalty: 5222.236816
	Iteration 21Q: 3 clusters Score -6843954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -6843965.000000 Penalty: 5222.236816
	Iteration 22Q: 3 clusters Score -6843965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -6843992.500000 Penalty: 5222.236816
	Iteration 23Q: 3 clusters Score -6843992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -6844009.000000 Penalty: 5222.236816
	Iteration 24Q: 3 clusters Score -6844009 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -6844018.500000 Penalty: 5222.236816
	Iteration 25Q: 3 clusters Score -6844018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -6844022.000000 Penalty: 5222.236816
	Iteration 26Q: 3 clusters Score -6844022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -6844033.000000 Penalty: 5222.236816
	Iteration 27Q: 3 clusters Score -6844033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -6844028.000000 Penalty: 5222.236816
	Iteration 28Q: 3 clusters Score -6844028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -6844024.000000 Penalty: 5222.236816
	Iteration 29Q: 3 clusters Score -6844024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -6844024.000000 Penalty: 5222.236816
	Iteration 30Q: 3 clusters Score -6844024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -6844038.000000 Penalty: 5222.236816
	Iteration 31Q: 3 clusters Score -6844038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -6844041.500000 Penalty: 5222.236816
	Iteration 32Q: 3 clusters Score -6844042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -6844052.000000 Penalty: 5222.236816
	Iteration 33Q: 3 clusters Score -6844052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -6844053.000000 Penalty: 5222.236816
	Iteration 34Q: 3 clusters Score -6844053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -6844056.500000 Penalty: 5222.236816
	Iteration 35Q: 3 clusters Score -6844056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -6844053.500000 Penalty: 5222.236816
	Iteration 36Q: 3 clusters Score -6844054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -6844057.500000 Penalty: 5222.236816
	Iteration 37Q: 3 clusters Score -6844058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -6844055.000000 Penalty: 5222.236816
	Iteration 38Q: 3 clusters Score -6844055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -6844046.500000 Penalty: 5222.236816
	Iteration 39Q: 3 clusters Score -6844046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -6844061.000000 Penalty: 5222.236816
	Iteration 40F: 3 clusters Score -6844061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -6844064.000000 Penalty: 5222.236816
	Iteration 41Q: 3 clusters Score -6844064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -6844070.000000 Penalty: 5222.236816
	Iteration 42Q: 3 clusters Score -6844070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -6844055.500000 Penalty: 5222.236816
	Iteration 43Q: 3 clusters Score -6844056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -6844067.000000 Penalty: 5222.236816
	Iteration 44Q: 3 clusters Score -6844067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -6844074.000000 Penalty: 5222.236816
	Iteration 45Q: 3 clusters Score -6844074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -6844073.500000 Penalty: 5222.236816
	Iteration 46Q: 3 clusters Score -6844074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -6844075.000000 Penalty: 5222.236816
	Iteration 47Q: 3 clusters Score -6844075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -6844075.500000 Penalty: 5222.236816
	Iteration 48Q: 3 clusters Score -6844076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -6844078.000000 Penalty: 5222.236816
	Iteration 49Q: 3 clusters Score -6844078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -6844071.500000 Penalty: 5222.236816
	Iteration 50Q: 3 clusters Score -6844072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -6844069.000000 Penalty: 5222.236816
	Iteration 51Q: 3 clusters Score -6844069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -6844066.500000 Penalty: 5222.236816
	Iteration 52Q: 3 clusters Score -6844066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -6844062.500000 Penalty: 5222.236816
	Iteration 53Q: 3 clusters Score -6844062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -6844060.500000 Penalty: 5222.236816
	Iteration 54Q: 3 clusters Score -6844060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -6844063.500000 Penalty: 5222.236816
	Iteration 55Q: 3 clusters Score -6844064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -6844066.000000 Penalty: 5222.236816
	Iteration 56Q: 3 clusters Score -6844066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -6844065.500000 Penalty: 5222.236816
	Iteration 57Q: 3 clusters Score -6844066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -6844074.500000 Penalty: 5222.236816
	Iteration 58Q: 3 clusters Score -6844074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -6844075.000000 Penalty: 5222.236816
	Iteration 59Q: 3 clusters Score -6844075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -6844080.000000 Penalty: 5222.236816
	Iteration 60F: 3 clusters Score -6844080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -6844078.000000 Penalty: 5222.236816
	Iteration 61Q: 3 clusters Score -6844078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -6844070.500000 Penalty: 5222.236816
	Iteration 62Q: 3 clusters Score -6844070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -6844072.500000 Penalty: 5222.236816
	Iteration 63Q: 3 clusters Score -6844072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -6844072.500000 Penalty: 5222.236816
	Iteration 64F: 3 clusters Score -6844072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Entering Unmasked Estep 
Score: -8066202.500000 Penalty: 2648.642578
	Iteration 0F: 2 clusters Score -8066202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -8037719.500000 Penalty: 5297.285156
	Iteration 0F: 3 clusters Score -8037720 nChanged 19962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -8048953.500000 Penalty: 5297.285156
	Iteration 1F: 3 clusters Score -8048954 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -8049580.500000 Penalty: 5297.285156
	Iteration 2Q: 3 clusters Score -8049580 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -8050267.000000 Penalty: 5297.285156
	Iteration 3Q: 3 clusters Score -8050267 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -8051167.000000 Penalty: 5297.285156
	Iteration 4Q: 3 clusters Score -8051167 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -8052333.000000 Penalty: 5297.285156
	Iteration 5F: 3 clusters Score -8052333 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -8054120.500000 Penalty: 5297.285156
	Iteration 6F: 3 clusters Score -8054120 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -8056405.500000 Penalty: 5297.285156
	Iteration 7F: 3 clusters Score -8056406 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -8058901.000000 Penalty: 5297.285156
	Iteration 8F: 3 clusters Score -8058901 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -8060731.500000 Penalty: 5297.285156
	Iteration 9F: 3 clusters Score -8060732 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8062067.500000 Penalty: 5297.285156
	Iteration 10Q: 3 clusters Score -8062068 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8062939.500000 Penalty: 5297.285156
	Iteration 11Q: 3 clusters Score -8062940 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8063416.500000 Penalty: 5297.285156
	Iteration 12Q: 3 clusters Score -8063416 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8063642.000000 Penalty: 5297.285156
	Iteration 13Q: 3 clusters Score -8063642 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8063775.500000 Penalty: 5297.285156
	Iteration 14Q: 3 clusters Score -8063776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8063846.000000 Penalty: 5297.285156
	Iteration 15Q: 3 clusters Score -8063846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8063895.500000 Penalty: 5297.285156
	Iteration 16Q: 3 clusters Score -8063896 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8063951.500000 Penalty: 5297.285156
	Iteration 17Q: 3 clusters Score -8063952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8063972.500000 Penalty: 5297.285156
	Iteration 18Q: 3 clusters Score -8063972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8063987.000000 Penalty: 5297.285156
	Iteration 19Q: 3 clusters Score -8063987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8064005.500000 Penalty: 5297.285156
	Iteration 20F: 3 clusters Score -8064006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8064008.500000 Penalty: 5297.285156
	Iteration 21Q: 3 clusters Score -8064008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8064035.500000 Penalty: 5297.285156
	Iteration 22Q: 3 clusters Score -8064036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8064035.500000 Penalty: 5297.285156
	Iteration 23Q: 3 clusters Score -8064036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8064045.000000 Penalty: 5297.285156
	Iteration 24Q: 3 clusters Score -8064045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8064042.500000 Penalty: 5297.285156
	Iteration 25Q: 3 clusters Score -8064042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8064043.500000 Penalty: 5297.285156
	Iteration 26Q: 3 clusters Score -8064044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8064041.000000 Penalty: 5297.285156
	Iteration 27Q: 3 clusters Score -8064041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8064044.000000 Penalty: 5297.285156
	Iteration 28Q: 3 clusters Score -8064044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8064044.000000 Penalty: 5297.285156
	Iteration 29F: 3 clusters Score -8064044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Entering Unmasked Estep 
Score: -5985580.500000 Penalty: 2583.104004
	Iteration 0F: 2 clusters Score -5985580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -5962800.500000 Penalty: 5166.208008
	Iteration 0F: 3 clusters Score -5962800 nChanged 15097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -5971033.000000 Penalty: 5166.208008
	Iteration 1F: 3 clusters Score -5971033 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -5971647.000000 Penalty: 5166.208008
	Iteration 2F: 3 clusters Score -5971647 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -5972332.000000 Penalty: 5166.208008
	Iteration 3Q: 3 clusters Score -5972332 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -5972994.500000 Penalty: 5166.208008
	Iteration 4Q: 3 clusters Score -5972994 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -5973633.500000 Penalty: 5166.208008
	Iteration 5Q: 3 clusters Score -5973634 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -5974161.000000 Penalty: 5166.208008
	Iteration 6Q: 3 clusters Score -5974161 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -5974623.000000 Penalty: 5166.208008
	Iteration 7Q: 3 clusters Score -5974623 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -5975077.000000 Penalty: 5166.208008
	Iteration 8Q: 3 clusters Score -5975077 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -5975474.500000 Penalty: 5166.208008
	Iteration 9Q: 3 clusters Score -5975474 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -5975898.000000 Penalty: 5166.208008
	Iteration 10Q: 3 clusters Score -5975898 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -5976250.500000 Penalty: 5166.208008
	Iteration 11Q: 3 clusters Score -5976250 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -5976528.000000 Penalty: 5166.208008
	Iteration 12Q: 3 clusters Score -5976528 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -5976711.500000 Penalty: 5166.208008
	Iteration 13Q: 3 clusters Score -5976712 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -5976900.000000 Penalty: 5166.208008
	Iteration 14Q: 3 clusters Score -5976900 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -5977081.500000 Penalty: 5166.208008
	Iteration 15Q: 3 clusters Score -5977082 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -5977235.000000 Penalty: 5166.208008
	Iteration 16Q: 3 clusters Score -5977235 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -5977416.000000 Penalty: 5166.208008
	Iteration 17Q: 3 clusters Score -5977416 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -5977565.000000 Penalty: 5166.208008
	Iteration 18Q: 3 clusters Score -5977565 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -5977766.500000 Penalty: 5166.208008
	Iteration 19Q: 3 clusters Score -5977766 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -5977965.000000 Penalty: 5166.208008
	Iteration 20F: 3 clusters Score -5977965 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -5978135.500000 Penalty: 5166.208008
	Iteration 21Q: 3 clusters Score -5978136 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -5978362.000000 Penalty: 5166.208008
	Iteration 22Q: 3 clusters Score -5978362 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -5978598.500000 Penalty: 5166.208008
	Iteration 23Q: 3 clusters Score -5978598 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -5978867.000000 Penalty: 5166.208008
	Iteration 24Q: 3 clusters Score -5978867 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -5979246.000000 Penalty: 5166.208008
	Iteration 25Q: 3 clusters Score -5979246 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -5979685.500000 Penalty: 5166.208008
	Iteration 26Q: 3 clusters Score -5979686 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -5980261.500000 Penalty: 5166.208008
	Iteration 27Q: 3 clusters Score -5980262 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -5981032.500000 Penalty: 5166.208008
	Iteration 28Q: 3 clusters Score -5981032 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -5981789.500000 Penalty: 5166.208008
	Iteration 29Q: 3 clusters Score -5981790 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -5982442.000000 Penalty: 5166.208008
	Iteration 30Q: 3 clusters Score -5982442 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -5982880.500000 Penalty: 5166.208008
	Iteration 31Q: 3 clusters Score -5982880 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -5983132.000000 Penalty: 5166.208008
	Iteration 32Q: 3 clusters Score -5983132 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -5983267.500000 Penalty: 5166.208008
	Iteration 33Q: 3 clusters Score -5983268 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -5983402.500000 Penalty: 5166.208008
	Iteration 34Q: 3 clusters Score -5983402 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -5983486.000000 Penalty: 5166.208008
	Iteration 35Q: 3 clusters Score -5983486 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -5983570.000000 Penalty: 5166.208008
	Iteration 36Q: 3 clusters Score -5983570 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -5983621.000000 Penalty: 5166.208008
	Iteration 37Q: 3 clusters Score -5983621 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -5983665.500000 Penalty: 5166.208008
	Iteration 38Q: 3 clusters Score -5983666 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -5983687.500000 Penalty: 5166.208008
	Iteration 39Q: 3 clusters Score -5983688 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -5983708.500000 Penalty: 5166.208008
	Iteration 40F: 3 clusters Score -5983708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -5983718.000000 Penalty: 5166.208008
	Iteration 41Q: 3 clusters Score -5983718 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -5983745.000000 Penalty: 5166.208008
	Iteration 42Q: 3 clusters Score -5983745 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -5983769.500000 Penalty: 5166.208008
	Iteration 43Q: 3 clusters Score -5983770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -5983773.000000 Penalty: 5166.208008
	Iteration 44Q: 3 clusters Score -5983773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -5983796.000000 Penalty: 5166.208008
	Iteration 45Q: 3 clusters Score -5983796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -5983801.500000 Penalty: 5166.208008
	Iteration 46Q: 3 clusters Score -5983802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -5983795.500000 Penalty: 5166.208008
	Iteration 47Q: 3 clusters Score -5983796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -5983806.500000 Penalty: 5166.208008
	Iteration 48Q: 3 clusters Score -5983806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -5983806.500000 Penalty: 5166.208008
	Iteration 49Q: 3 clusters Score -5983806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -5983809.500000 Penalty: 5166.208008
	Iteration 50Q: 3 clusters Score -5983810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -5983813.000000 Penalty: 5166.208008
	Iteration 51Q: 3 clusters Score -5983813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -5983814.000000 Penalty: 5166.208008
	Iteration 52Q: 3 clusters Score -5983814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -5983814.000000 Penalty: 5166.208008
	Iteration 53Q: 3 clusters Score -5983814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -5983821.000000 Penalty: 5166.208008
	Iteration 54Q: 3 clusters Score -5983821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -5983823.500000 Penalty: 5166.208008
	Iteration 55Q: 3 clusters Score -5983824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -5983829.500000 Penalty: 5166.208008
	Iteration 56Q: 3 clusters Score -5983830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -5983825.000000 Penalty: 5166.208008
	Iteration 57Q: 3 clusters Score -5983825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -5983822.500000 Penalty: 5166.208008
	Iteration 58Q: 3 clusters Score -5983822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -5983830.000000 Penalty: 5166.208008
	Iteration 59Q: 3 clusters Score -5983830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -5983825.000000 Penalty: 5166.208008
	Iteration 60F: 3 clusters Score -5983825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -5983832.500000 Penalty: 5166.208008
	Iteration 61Q: 3 clusters Score -5983832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -5983825.000000 Penalty: 5166.208008
	Iteration 62Q: 3 clusters Score -5983825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -5983830.500000 Penalty: 5166.208008
	Iteration 63Q: 3 clusters Score -5983830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -5983832.000000 Penalty: 5166.208008
	Iteration 64Q: 3 clusters Score -5983832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -5983839.000000 Penalty: 5166.208008
	Iteration 65Q: 3 clusters Score -5983839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -5983831.000000 Penalty: 5166.208008
	Iteration 66Q: 3 clusters Score -5983831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -5983827.500000 Penalty: 5166.208008
	Iteration 67Q: 3 clusters Score -5983828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -5983831.000000 Penalty: 5166.208008
	Iteration 68Q: 3 clusters Score -5983831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -5983840.500000 Penalty: 5166.208008
	Iteration 69Q: 3 clusters Score -5983840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -5983834.500000 Penalty: 5166.208008
	Iteration 70Q: 3 clusters Score -5983834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -5983833.500000 Penalty: 5166.208008
	Iteration 71Q: 3 clusters Score -5983834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -5983833.500000 Penalty: 5166.208008
	Iteration 72F: 3 clusters Score -5983834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Entering Unmasked Estep 
Score: -8203141.500000 Penalty: 2656.391846
	Iteration 0F: 2 clusters Score -8203142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -8173476.000000 Penalty: 5312.783691
	Iteration 0F: 3 clusters Score -8173476 nChanged 20512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -8184941.500000 Penalty: 5312.783691
	Iteration 1F: 3 clusters Score -8184942 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -8185381.000000 Penalty: 5312.783691
	Iteration 2Q: 3 clusters Score -8185381 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -8185683.500000 Penalty: 5312.783691
	Iteration 3Q: 3 clusters Score -8185684 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -8185983.000000 Penalty: 5312.783691
	Iteration 4Q: 3 clusters Score -8185983 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -8186242.000000 Penalty: 5312.783691
	Iteration 5Q: 3 clusters Score -8186242 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -8186585.500000 Penalty: 5312.783691
	Iteration 6Q: 3 clusters Score -8186586 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -8187023.000000 Penalty: 5312.783691
	Iteration 7Q: 3 clusters Score -8187023 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -8187579.000000 Penalty: 5312.783691
	Iteration 8Q: 3 clusters Score -8187579 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -8188447.500000 Penalty: 5312.783691
	Iteration 9Q: 3 clusters Score -8188448 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -8189479.000000 Penalty: 5312.783691
	Iteration 10Q: 3 clusters Score -8189479 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -8190776.500000 Penalty: 5312.783691
	Iteration 11Q: 3 clusters Score -8190776 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -8191942.000000 Penalty: 5312.783691
	Iteration 12Q: 3 clusters Score -8191942 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -8193170.500000 Penalty: 5312.783691
	Iteration 13Q: 3 clusters Score -8193170 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -8194214.000000 Penalty: 5312.783691
	Iteration 14Q: 3 clusters Score -8194214 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -8195072.500000 Penalty: 5312.783691
	Iteration 15Q: 3 clusters Score -8195072 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -8195806.500000 Penalty: 5312.783691
	Iteration 16Q: 3 clusters Score -8195806 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -8196265.500000 Penalty: 5312.783691
	Iteration 17Q: 3 clusters Score -8196266 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -8196516.000000 Penalty: 5312.783691
	Iteration 18Q: 3 clusters Score -8196516 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -8196694.000000 Penalty: 5312.783691
	Iteration 19Q: 3 clusters Score -8196694 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -8196856.000000 Penalty: 5312.783691
	Iteration 20F: 3 clusters Score -8196856 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -8196990.000000 Penalty: 5312.783691
	Iteration 21Q: 3 clusters Score -8196990 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -8197088.000000 Penalty: 5312.783691
	Iteration 22Q: 3 clusters Score -8197088 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -8197187.500000 Penalty: 5312.783691
	Iteration 23Q: 3 clusters Score -8197188 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -8197307.000000 Penalty: 5312.783691
	Iteration 24Q: 3 clusters Score -8197307 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -8197412.500000 Penalty: 5312.783691
	Iteration 25Q: 3 clusters Score -8197412 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -8197549.000000 Penalty: 5312.783691
	Iteration 26Q: 3 clusters Score -8197549 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -8197675.500000 Penalty: 5312.783691
	Iteration 27Q: 3 clusters Score -8197676 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -8197774.000000 Penalty: 5312.783691
	Iteration 28Q: 3 clusters Score -8197774 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -8197929.000000 Penalty: 5312.783691
	Iteration 29Q: 3 clusters Score -8197929 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -8198088.500000 Penalty: 5312.783691
	Iteration 30Q: 3 clusters Score -8198088 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -8198242.000000 Penalty: 5312.783691
	Iteration 31Q: 3 clusters Score -8198242 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -8198444.000000 Penalty: 5312.783691
	Iteration 32Q: 3 clusters Score -8198444 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -8198678.500000 Penalty: 5312.783691
	Iteration 33Q: 3 clusters Score -8198678 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -8198984.000000 Penalty: 5312.783691
	Iteration 34Q: 3 clusters Score -8198984 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -8199256.000000 Penalty: 5312.783691
	Iteration 35Q: 3 clusters Score -8199256 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -8199514.000000 Penalty: 5312.783691
	Iteration 36Q: 3 clusters Score -8199514 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -8199760.500000 Penalty: 5312.783691
	Iteration 37Q: 3 clusters Score -8199760 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -8199986.000000 Penalty: 5312.783691
	Iteration 38Q: 3 clusters Score -8199986 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8200205.000000 Penalty: 5312.783691
	Iteration 39Q: 3 clusters Score -8200205 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8200376.000000 Penalty: 5312.783691
	Iteration 40F: 3 clusters Score -8200376 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8200526.000000 Penalty: 5312.783691
	Iteration 41Q: 3 clusters Score -8200526 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8200668.000000 Penalty: 5312.783691
	Iteration 42Q: 3 clusters Score -8200668 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8200746.500000 Penalty: 5312.783691
	Iteration 43Q: 3 clusters Score -8200746 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8200808.000000 Penalty: 5312.783691
	Iteration 44Q: 3 clusters Score -8200808 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8200868.000000 Penalty: 5312.783691
	Iteration 45Q: 3 clusters Score -8200868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8200878.000000 Penalty: 5312.783691
	Iteration 46Q: 3 clusters Score -8200878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8200893.000000 Penalty: 5312.783691
	Iteration 47Q: 3 clusters Score -8200893 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8200912.000000 Penalty: 5312.783691
	Iteration 48Q: 3 clusters Score -8200912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8200925.000000 Penalty: 5312.783691
	Iteration 49Q: 3 clusters Score -8200925 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8200950.500000 Penalty: 5312.783691
	Iteration 50Q: 3 clusters Score -8200950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8200973.500000 Penalty: 5312.783691
	Iteration 51Q: 3 clusters Score -8200974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8200983.000000 Penalty: 5312.783691
	Iteration 52Q: 3 clusters Score -8200983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8200990.000000 Penalty: 5312.783691
	Iteration 53Q: 3 clusters Score -8200990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8200988.500000 Penalty: 5312.783691
	Iteration 54Q: 3 clusters Score -8200988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8200995.500000 Penalty: 5312.783691
	Iteration 55Q: 3 clusters Score -8200996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8201000.500000 Penalty: 5312.783691
	Iteration 56Q: 3 clusters Score -8201000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8201000.000000 Penalty: 5312.783691
	Iteration 57Q: 3 clusters Score -8201000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8201011.000000 Penalty: 5312.783691
	Iteration 58Q: 3 clusters Score -8201011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8201021.000000 Penalty: 5312.783691
	Iteration 59Q: 3 clusters Score -8201021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8201017.000000 Penalty: 5312.783691
	Iteration 60F: 3 clusters Score -8201017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8201023.500000 Penalty: 5312.783691
	Iteration 61Q: 3 clusters Score -8201024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8201034.000000 Penalty: 5312.783691
	Iteration 62Q: 3 clusters Score -8201034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8201038.000000 Penalty: 5312.783691
	Iteration 63Q: 3 clusters Score -8201038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8201044.500000 Penalty: 5312.783691
	Iteration 64Q: 3 clusters Score -8201044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8201042.500000 Penalty: 5312.783691
	Iteration 65Q: 3 clusters Score -8201042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8201051.000000 Penalty: 5312.783691
	Iteration 66Q: 3 clusters Score -8201051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8201050.500000 Penalty: 5312.783691
	Iteration 67Q: 3 clusters Score -8201050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8201052.000000 Penalty: 5312.783691
	Iteration 68Q: 3 clusters Score -8201052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8201051.500000 Penalty: 5312.783691
	Iteration 69Q: 3 clusters Score -8201052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8201051.500000 Penalty: 5312.783691
	Iteration 70F: 3 clusters Score -8201052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (55310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55310 members 
Entering Unmasked Estep 
Score: -10372598.000000 Penalty: 2708.335693
	Iteration 0F: 2 clusters Score -1.03726e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -10345796.000000 Penalty: 5416.671387
	Iteration 0F: 3 clusters Score -1.03458e+07 nChanged 25630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -10360155.000000 Penalty: 5416.671387
	Iteration 1F: 3 clusters Score -1.036016e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -10361053.000000 Penalty: 5416.671387
	Iteration 2Q: 3 clusters Score -1.036105e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -10362187.000000 Penalty: 5416.671387
	Iteration 3Q: 3 clusters Score -1.036219e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -10363791.000000 Penalty: 5416.671387
	Iteration 4F: 3 clusters Score -1.036379e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -10365927.000000 Penalty: 5416.671387
	Iteration 5F: 3 clusters Score -1.036593e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -10368384.000000 Penalty: 5416.671387
	Iteration 6F: 3 clusters Score -1.036838e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -10370735.000000 Penalty: 5416.671387
	Iteration 7F: 3 clusters Score -1.037074e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -10371930.000000 Penalty: 5416.671387
	Iteration 8F: 3 clusters Score -1.037193e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -10372181.000000 Penalty: 5416.671387
	Iteration 9Q: 3 clusters Score -1.037218e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -10372193.000000 Penalty: 5416.671387
	Iteration 10Q: 3 clusters Score -1.037219e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51611 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -10372009.000000 Penalty: 5416.671387
	Iteration 11Q: 3 clusters Score -1.037201e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -10371715.000000 Penalty: 5416.671387
	Iteration 12Q: 3 clusters Score -1.037172e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -10371442.000000 Penalty: 5416.671387
	Iteration 13Q: 3 clusters Score -1.037144e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -10371239.000000 Penalty: 5416.671387
	Iteration 14Q: 3 clusters Score -1.037124e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10371080.000000 Penalty: 5416.671387
	Iteration 15Q: 3 clusters Score -1.037108e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10371021.000000 Penalty: 5416.671387
	Iteration 16Q: 3 clusters Score -1.037102e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10370893.000000 Penalty: 5416.671387
	Iteration 17Q: 3 clusters Score -1.037089e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54529 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10370877.000000 Penalty: 5416.671387
	Iteration 18Q: 3 clusters Score -1.037088e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -10370841.000000 Penalty: 5416.671387
	Iteration 19Q: 3 clusters Score -1.037084e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10370827.000000 Penalty: 5416.671387
	Iteration 20F: 3 clusters Score -1.037083e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -10370827.000000 Penalty: 5416.671387
	Iteration 21Q: 3 clusters Score -1.037083e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10370799.000000 Penalty: 5416.671387
	Iteration 22Q: 3 clusters Score -1.03708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10370801.000000 Penalty: 5416.671387
	Iteration 23Q: 3 clusters Score -1.03708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10370791.000000 Penalty: 5416.671387
	Iteration 24Q: 3 clusters Score -1.037079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10370799.000000 Penalty: 5416.671387
	Iteration 25Q: 3 clusters Score -1.03708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54797 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10370796.000000 Penalty: 5416.671387
	Iteration 26Q: 3 clusters Score -1.03708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10370787.000000 Penalty: 5416.671387
	Iteration 27Q: 3 clusters Score -1.037079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54812 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10370774.000000 Penalty: 5416.671387
	Iteration 28Q: 3 clusters Score -1.037077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54813 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -10370773.000000 Penalty: 5416.671387
	Iteration 29Q: 3 clusters Score -1.037077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10370767.000000 Penalty: 5416.671387
	Iteration 30Q: 3 clusters Score -1.037077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54817 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -10370792.000000 Penalty: 5416.671387
	Iteration 31Q: 3 clusters Score -1.037079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -10370781.000000 Penalty: 5416.671387
	Iteration 32Q: 3 clusters Score -1.037078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10370790.000000 Penalty: 5416.671387
	Iteration 33Q: 3 clusters Score -1.037079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -10370790.000000 Penalty: 5416.671387
	Iteration 34F: 3 clusters Score -1.037079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 42283 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47946 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 43772 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44902 members 
Mstep: Class 9 contains 43022 members 
Mstep: Class 10 contains 46140 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 44937 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 35583 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42076 members 
Mstep: Class 17 contains 41612 members 
Mstep: Class 18 contains 37373 members 
Mstep: Class 19 contains 43478 members 
Mstep: Class 20 contains 33381 members 
Mstep: Class 21 contains 44858 members 
Mstep: Class 22 contains 55310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917176.000000 Penalty: 73421.343750
Iteration 159Q: 23 clusters Score -1.269172e+08 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 42239 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47935 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 43739 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44904 members 
Mstep: Class 9 contains 43013 members 
Mstep: Class 10 contains 46097 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 44879 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 35771 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42014 members 
Mstep: Class 17 contains 41613 members 
Mstep: Class 18 contains 37400 members 
Mstep: Class 19 contains 43506 members 
Mstep: Class 20 contains 33401 members 
Mstep: Class 21 contains 44850 members 
Mstep: Class 22 contains 55232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917136.000000 Penalty: 73421.343750
Iteration 160F: 23 clusters Score -1.269171e+08 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 42222 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47918 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 43727 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44880 members 
Mstep: Class 9 contains 43011 members 
Mstep: Class 10 contains 46066 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 44827 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 36025 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42004 members 
Mstep: Class 17 contains 41610 members 
Mstep: Class 18 contains 37419 members 
Mstep: Class 19 contains 43522 members 
Mstep: Class 20 contains 33422 members 
Mstep: Class 21 contains 44843 members 
Mstep: Class 22 contains 55091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917168.000000 Penalty: 73421.343750
Iteration 161Q: 23 clusters Score -1.269172e+08 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 42197 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47915 members 
Mstep: Class 5 contains 2609 members 
Mstep: Class 6 contains 43710 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44860 members 
Mstep: Class 9 contains 42986 members 
Mstep: Class 10 contains 46024 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 44808 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 36321 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42016 members 
Mstep: Class 17 contains 41619 members 
Mstep: Class 18 contains 37440 members 
Mstep: Class 19 contains 43499 members 
Mstep: Class 20 contains 33438 members 
Mstep: Class 21 contains 44823 members 
Mstep: Class 22 contains 54934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917568.000000 Penalty: 73421.343750
Iteration 162Q: 23 clusters Score -1.269176e+08 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 42200 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47912 members 
Mstep: Class 5 contains 2610 members 
Mstep: Class 6 contains 43694 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44892 members 
Mstep: Class 9 contains 42960 members 
Mstep: Class 10 contains 46005 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 44768 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 36658 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41963 members 
Mstep: Class 17 contains 41631 members 
Mstep: Class 18 contains 37432 members 
Mstep: Class 19 contains 43461 members 
Mstep: Class 20 contains 33471 members 
Mstep: Class 21 contains 44807 members 
Mstep: Class 22 contains 54772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917968.000000 Penalty: 73421.343750
Iteration 163Q: 23 clusters Score -1.26918e+08 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 42172 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47884 members 
Mstep: Class 5 contains 2611 members 
Mstep: Class 6 contains 43674 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44915 members 
Mstep: Class 9 contains 42934 members 
Mstep: Class 10 contains 45986 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 44784 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 37023 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41919 members 
Mstep: Class 17 contains 41643 members 
Mstep: Class 18 contains 37425 members 
Mstep: Class 19 contains 43465 members 
Mstep: Class 20 contains 33491 members 
Mstep: Class 21 contains 44822 members 
Mstep: Class 22 contains 54596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917832.000000 Penalty: 73421.343750
Iteration 164Q: 23 clusters Score -1.269178e+08 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 42173 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47847 members 
Mstep: Class 5 contains 2612 members 
Mstep: Class 6 contains 43678 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44945 members 
Mstep: Class 9 contains 42918 members 
Mstep: Class 10 contains 45957 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 44784 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 37381 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41859 members 
Mstep: Class 17 contains 41639 members 
Mstep: Class 18 contains 37443 members 
Mstep: Class 19 contains 43414 members 
Mstep: Class 20 contains 33505 members 
Mstep: Class 21 contains 44856 members 
Mstep: Class 22 contains 54453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917968.000000 Penalty: 73421.343750
Iteration 165Q: 23 clusters Score -1.26918e+08 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 42105 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47805 members 
Mstep: Class 5 contains 2612 members 
Mstep: Class 6 contains 43700 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44934 members 
Mstep: Class 9 contains 42899 members 
Mstep: Class 10 contains 45910 members 
Mstep: Class 11 contains 1015 members 
Mstep: Class 12 contains 44797 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 37749 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41812 members 
Mstep: Class 17 contains 41638 members 
Mstep: Class 18 contains 37482 members 
Mstep: Class 19 contains 43357 members 
Mstep: Class 20 contains 33498 members 
Mstep: Class 21 contains 44885 members 
Mstep: Class 22 contains 54310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918408.000000 Penalty: 73421.343750
Iteration 166Q: 23 clusters Score -1.269184e+08 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 42021 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47756 members 
Mstep: Class 5 contains 2612 members 
Mstep: Class 6 contains 43690 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44944 members 
Mstep: Class 9 contains 42878 members 
Mstep: Class 10 contains 45871 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44833 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38129 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41758 members 
Mstep: Class 17 contains 41632 members 
Mstep: Class 18 contains 37542 members 
Mstep: Class 19 contains 43329 members 
Mstep: Class 20 contains 33496 members 
Mstep: Class 21 contains 44885 members 
Mstep: Class 22 contains 54148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918792.000000 Penalty: 73421.343750
Iteration 167Q: 23 clusters Score -1.269188e+08 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 41957 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47716 members 
Mstep: Class 5 contains 2613 members 
Mstep: Class 6 contains 43710 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44932 members 
Mstep: Class 9 contains 42826 members 
Mstep: Class 10 contains 45798 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44858 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38484 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41702 members 
Mstep: Class 17 contains 41647 members 
Mstep: Class 18 contains 37580 members 
Mstep: Class 19 contains 43337 members 
Mstep: Class 20 contains 33493 members 
Mstep: Class 21 contains 44930 members 
Mstep: Class 22 contains 53973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919120.000000 Penalty: 73421.343750
Iteration 168Q: 23 clusters Score -1.269191e+08 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 41934 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47701 members 
Mstep: Class 5 contains 2613 members 
Mstep: Class 6 contains 43675 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44908 members 
Mstep: Class 9 contains 42791 members 
Mstep: Class 10 contains 45747 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44837 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 38807 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41614 members 
Mstep: Class 17 contains 41666 members 
Mstep: Class 18 contains 37611 members 
Mstep: Class 19 contains 43299 members 
Mstep: Class 20 contains 33508 members 
Mstep: Class 21 contains 44951 members 
Mstep: Class 22 contains 53875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919592.000000 Penalty: 73421.343750
Iteration 169Q: 23 clusters Score -1.269196e+08 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 41907 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47691 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43625 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44935 members 
Mstep: Class 9 contains 42768 members 
Mstep: Class 10 contains 45681 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44816 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 39086 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41545 members 
Mstep: Class 17 contains 41677 members 
Mstep: Class 18 contains 37655 members 
Mstep: Class 19 contains 43321 members 
Mstep: Class 20 contains 33502 members 
Mstep: Class 21 contains 44953 members 
Mstep: Class 22 contains 53749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920104.000000 Penalty: 73421.343750
Iteration 170Q: 23 clusters Score -1.269201e+08 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 41891 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47653 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43566 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44949 members 
Mstep: Class 9 contains 42744 members 
Mstep: Class 10 contains 45648 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44787 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 39306 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41521 members 
Mstep: Class 17 contains 41640 members 
Mstep: Class 18 contains 37750 members 
Mstep: Class 19 contains 43325 members 
Mstep: Class 20 contains 33498 members 
Mstep: Class 21 contains 44946 members 
Mstep: Class 22 contains 53665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920552.000000 Penalty: 73421.343750
Iteration 171Q: 23 clusters Score -1.269206e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 41876 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47597 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43526 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44930 members 
Mstep: Class 9 contains 42740 members 
Mstep: Class 10 contains 45616 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44784 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 39573 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41467 members 
Mstep: Class 17 contains 41630 members 
Mstep: Class 18 contains 37818 members 
Mstep: Class 19 contains 43345 members 
Mstep: Class 20 contains 33492 members 
Mstep: Class 21 contains 44919 members 
Mstep: Class 22 contains 53560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921032.000000 Penalty: 73421.343750
Iteration 172Q: 23 clusters Score -1.26921e+08 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 41842 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47538 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 43508 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44919 members 
Mstep: Class 9 contains 42715 members 
Mstep: Class 10 contains 45564 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44765 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 39822 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41463 members 
Mstep: Class 17 contains 41611 members 
Mstep: Class 18 contains 37889 members 
Mstep: Class 19 contains 43371 members 
Mstep: Class 20 contains 33485 members 
Mstep: Class 21 contains 44893 members 
Mstep: Class 22 contains 53460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921408.000000 Penalty: 73421.343750
Iteration 173Q: 23 clusters Score -1.269214e+08 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 41823 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47474 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 43486 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44932 members 
Mstep: Class 9 contains 42711 members 
Mstep: Class 10 contains 45554 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 44772 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40003 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41462 members 
Mstep: Class 17 contains 41568 members 
Mstep: Class 18 contains 37939 members 
Mstep: Class 19 contains 43377 members 
Mstep: Class 20 contains 33485 members 
Mstep: Class 21 contains 44888 members 
Mstep: Class 22 contains 53383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921792.000000 Penalty: 73421.343750
Iteration 174Q: 23 clusters Score -1.269218e+08 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 41781 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47433 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 43446 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44929 members 
Mstep: Class 9 contains 42683 members 
Mstep: Class 10 contains 45543 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44751 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40160 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41458 members 
Mstep: Class 17 contains 41544 members 
Mstep: Class 18 contains 37982 members 
Mstep: Class 19 contains 43399 members 
Mstep: Class 20 contains 33485 members 
Mstep: Class 21 contains 44900 members 
Mstep: Class 22 contains 53322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921928.000000 Penalty: 73421.343750
Iteration 175Q: 23 clusters Score -1.269219e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 41733 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47398 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 43477 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44927 members 
Mstep: Class 9 contains 42635 members 
Mstep: Class 10 contains 45525 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44768 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40290 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41457 members 
Mstep: Class 17 contains 41505 members 
Mstep: Class 18 contains 38025 members 
Mstep: Class 19 contains 43398 members 
Mstep: Class 20 contains 33472 members 
Mstep: Class 21 contains 44917 members 
Mstep: Class 22 contains 53242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921568.000000 Penalty: 73421.343750
Iteration 176Q: 23 clusters Score -1.269216e+08 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 41710 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47387 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 43491 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44930 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 45509 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44746 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40318 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41501 members 
Mstep: Class 17 contains 41479 members 
Mstep: Class 18 contains 38063 members 
Mstep: Class 19 contains 43419 members 
Mstep: Class 20 contains 33468 members 
Mstep: Class 21 contains 44935 members 
Mstep: Class 22 contains 53156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921920.000000 Penalty: 73421.343750
Iteration 177Q: 23 clusters Score -1.269219e+08 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 41664 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47377 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 43516 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44915 members 
Mstep: Class 9 contains 42531 members 
Mstep: Class 10 contains 45521 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44752 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40337 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41563 members 
Mstep: Class 17 contains 41462 members 
Mstep: Class 18 contains 38114 members 
Mstep: Class 19 contains 43427 members 
Mstep: Class 20 contains 33473 members 
Mstep: Class 21 contains 44931 members 
Mstep: Class 22 contains 53093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922088.000000 Penalty: 73421.343750
Iteration 178Q: 23 clusters Score -1.269221e+08 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 41640 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47339 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43492 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44880 members 
Mstep: Class 9 contains 42493 members 
Mstep: Class 10 contains 45519 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44746 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40346 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41655 members 
Mstep: Class 17 contains 41468 members 
Mstep: Class 18 contains 38195 members 
Mstep: Class 19 contains 43443 members 
Mstep: Class 20 contains 33465 members 
Mstep: Class 21 contains 44962 members 
Mstep: Class 22 contains 53005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921960.000000 Penalty: 73421.343750
Iteration 179Q: 23 clusters Score -1.26922e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 41619 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47305 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43499 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44866 members 
Mstep: Class 9 contains 42467 members 
Mstep: Class 10 contains 45527 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44714 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40351 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41733 members 
Mstep: Class 17 contains 41471 members 
Mstep: Class 18 contains 38238 members 
Mstep: Class 19 contains 43452 members 
Mstep: Class 20 contains 33458 members 
Mstep: Class 21 contains 44986 members 
Mstep: Class 22 contains 52857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922200.000000 Penalty: 73421.343750
Iteration 180F: 23 clusters Score -1.269222e+08 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 41552 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47273 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43488 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44836 members 
Mstep: Class 9 contains 42459 members 
Mstep: Class 10 contains 45531 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44670 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40405 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41842 members 
Mstep: Class 17 contains 41462 members 
Mstep: Class 18 contains 38258 members 
Mstep: Class 19 contains 43492 members 
Mstep: Class 20 contains 33460 members 
Mstep: Class 21 contains 45017 members 
Mstep: Class 22 contains 52759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922144.000000 Penalty: 73421.343750
Iteration 181Q: 23 clusters Score -1.269221e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 41531 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47276 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43474 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44840 members 
Mstep: Class 9 contains 42447 members 
Mstep: Class 10 contains 45528 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44607 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40497 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41908 members 
Mstep: Class 17 contains 41432 members 
Mstep: Class 18 contains 38305 members 
Mstep: Class 19 contains 43497 members 
Mstep: Class 20 contains 33459 members 
Mstep: Class 21 contains 45043 members 
Mstep: Class 22 contains 52606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922456.000000 Penalty: 73421.343750
Iteration 182Q: 23 clusters Score -1.269225e+08 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 41481 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47280 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43422 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44846 members 
Mstep: Class 9 contains 42437 members 
Mstep: Class 10 contains 45547 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44557 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40542 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 41993 members 
Mstep: Class 17 contains 41409 members 
Mstep: Class 18 contains 38338 members 
Mstep: Class 19 contains 43531 members 
Mstep: Class 20 contains 33456 members 
Mstep: Class 21 contains 45055 members 
Mstep: Class 22 contains 52504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922496.000000 Penalty: 73421.343750
Iteration 183Q: 23 clusters Score -1.269225e+08 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 41460 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47282 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43401 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44808 members 
Mstep: Class 9 contains 42408 members 
Mstep: Class 10 contains 45540 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44540 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40595 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42063 members 
Mstep: Class 17 contains 41389 members 
Mstep: Class 18 contains 38372 members 
Mstep: Class 19 contains 43559 members 
Mstep: Class 20 contains 33438 members 
Mstep: Class 21 contains 45078 members 
Mstep: Class 22 contains 52402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922256.000000 Penalty: 73421.343750
Iteration 184Q: 23 clusters Score -1.269223e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 41448 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47255 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43392 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44795 members 
Mstep: Class 9 contains 42368 members 
Mstep: Class 10 contains 45521 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44567 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40618 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42139 members 
Mstep: Class 17 contains 41390 members 
Mstep: Class 18 contains 38372 members 
Mstep: Class 19 contains 43613 members 
Mstep: Class 20 contains 33429 members 
Mstep: Class 21 contains 45099 members 
Mstep: Class 22 contains 52303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922344.000000 Penalty: 73421.343750
Iteration 185Q: 23 clusters Score -1.269223e+08 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 41437 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47258 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43401 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44784 members 
Mstep: Class 9 contains 42334 members 
Mstep: Class 10 contains 45488 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44574 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40641 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42249 members 
Mstep: Class 17 contains 41381 members 
Mstep: Class 18 contains 38391 members 
Mstep: Class 19 contains 43603 members 
Mstep: Class 20 contains 33424 members 
Mstep: Class 21 contains 45122 members 
Mstep: Class 22 contains 52205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922520.000000 Penalty: 73421.343750
Iteration 186Q: 23 clusters Score -1.269225e+08 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 41415 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47236 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43440 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44789 members 
Mstep: Class 9 contains 42306 members 
Mstep: Class 10 contains 45468 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44566 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40698 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42382 members 
Mstep: Class 17 contains 41337 members 
Mstep: Class 18 contains 38390 members 
Mstep: Class 19 contains 43628 members 
Mstep: Class 20 contains 33430 members 
Mstep: Class 21 contains 45137 members 
Mstep: Class 22 contains 52084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922688.000000 Penalty: 73421.343750
Iteration 187Q: 23 clusters Score -1.269227e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 41375 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47251 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43443 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44794 members 
Mstep: Class 9 contains 42273 members 
Mstep: Class 10 contains 45440 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44609 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40809 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42487 members 
Mstep: Class 17 contains 41287 members 
Mstep: Class 18 contains 38354 members 
Mstep: Class 19 contains 43642 members 
Mstep: Class 20 contains 33441 members 
Mstep: Class 21 contains 45157 members 
Mstep: Class 22 contains 51965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922832.000000 Penalty: 73421.343750
Iteration 188Q: 23 clusters Score -1.269228e+08 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 41343 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47250 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43433 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44782 members 
Mstep: Class 9 contains 42233 members 
Mstep: Class 10 contains 45419 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44592 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40888 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42581 members 
Mstep: Class 17 contains 41303 members 
Mstep: Class 18 contains 38353 members 
Mstep: Class 19 contains 43652 members 
Mstep: Class 20 contains 33445 members 
Mstep: Class 21 contains 45182 members 
Mstep: Class 22 contains 51895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922968.000000 Penalty: 73421.343750
Iteration 189Q: 23 clusters Score -1.26923e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 41334 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47258 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43410 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44774 members 
Mstep: Class 9 contains 42209 members 
Mstep: Class 10 contains 45416 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44552 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 40959 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42657 members 
Mstep: Class 17 contains 41321 members 
Mstep: Class 18 contains 38361 members 
Mstep: Class 19 contains 43675 members 
Mstep: Class 20 contains 33445 members 
Mstep: Class 21 contains 45195 members 
Mstep: Class 22 contains 51798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923064.000000 Penalty: 73421.343750
Iteration 190Q: 23 clusters Score -1.269231e+08 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 41306 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47283 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43395 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44740 members 
Mstep: Class 9 contains 42229 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44523 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 41031 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42748 members 
Mstep: Class 17 contains 41325 members 
Mstep: Class 18 contains 38373 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 33452 members 
Mstep: Class 21 contains 45203 members 
Mstep: Class 22 contains 51721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923160.000000 Penalty: 73421.343750
Iteration 191Q: 23 clusters Score -1.269232e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 41266 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47295 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43438 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44692 members 
Mstep: Class 9 contains 42230 members 
Mstep: Class 10 contains 45404 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44498 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 41075 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42820 members 
Mstep: Class 17 contains 41337 members 
Mstep: Class 18 contains 38395 members 
Mstep: Class 19 contains 43698 members 
Mstep: Class 20 contains 33453 members 
Mstep: Class 21 contains 45215 members 
Mstep: Class 22 contains 51618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923160.000000 Penalty: 73421.343750
Iteration 192Q: 23 clusters Score -1.269232e+08 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 41230 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47313 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 43473 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44660 members 
Mstep: Class 9 contains 42216 members 
Mstep: Class 10 contains 45378 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44490 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 41147 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42872 members 
Mstep: Class 17 contains 41364 members 
Mstep: Class 18 contains 38419 members 
Mstep: Class 19 contains 43668 members 
Mstep: Class 20 contains 33462 members 
Mstep: Class 21 contains 45214 members 
Mstep: Class 22 contains 51531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923232.000000 Penalty: 73421.343750
Iteration 193Q: 23 clusters Score -1.269232e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 41214 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47309 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 43481 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44646 members 
Mstep: Class 9 contains 42194 members 
Mstep: Class 10 contains 45343 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44515 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 41211 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42920 members 
Mstep: Class 17 contains 41388 members 
Mstep: Class 18 contains 38466 members 
Mstep: Class 19 contains 43633 members 
Mstep: Class 20 contains 33463 members 
Mstep: Class 21 contains 45220 members 
Mstep: Class 22 contains 51413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923184.000000 Penalty: 73421.343750
Iteration 194Q: 23 clusters Score -1.269232e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 41156 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47315 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 43495 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44616 members 
Mstep: Class 9 contains 42168 members 
Mstep: Class 10 contains 45341 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44465 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 41261 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 42967 members 
Mstep: Class 17 contains 41396 members 
Mstep: Class 18 contains 38521 members 
Mstep: Class 19 contains 43629 members 
Mstep: Class 20 contains 33477 members 
Mstep: Class 21 contains 45231 members 
Mstep: Class 22 contains 51336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923304.000000 Penalty: 73421.343750
Iteration 195Q: 23 clusters Score -1.269233e+08 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 41128 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47299 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 43517 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44635 members 
Mstep: Class 9 contains 42177 members 
Mstep: Class 10 contains 45340 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44436 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 41316 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 43007 members 
Mstep: Class 17 contains 41387 members 
Mstep: Class 18 contains 38523 members 
Mstep: Class 19 contains 43619 members 
Mstep: Class 20 contains 33485 members 
Mstep: Class 21 contains 45241 members 
Mstep: Class 22 contains 51266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923304.000000 Penalty: 73421.343750
Iteration 196Q: 23 clusters Score -1.269233e+08 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 41083 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47305 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 43512 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44618 members 
Mstep: Class 9 contains 42167 members 
Mstep: Class 10 contains 45315 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44457 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 41379 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 43042 members 
Mstep: Class 17 contains 41397 members 
Mstep: Class 18 contains 38543 members 
Mstep: Class 19 contains 43604 members 
Mstep: Class 20 contains 33491 members 
Mstep: Class 21 contains 45240 members 
Mstep: Class 22 contains 51209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923408.000000 Penalty: 73421.343750
Iteration 197Q: 23 clusters Score -1.269234e+08 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 41070 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47319 members 
Mstep: Class 5 contains 2619 members 
Mstep: Class 6 contains 43500 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44636 members 
Mstep: Class 9 contains 42176 members 
Mstep: Class 10 contains 45302 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 44444 members 
Mstep: Class 13 contains 623 members 
Mstep: Class 14 contains 41393 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 43077 members 
Mstep: Class 17 contains 41397 members 
Mstep: Class 18 contains 38562 members 
Mstep: Class 19 contains 43596 members 
Mstep: Class 20 contains 33489 members 
Mstep: Class 21 contains 45230 members 
Mstep: Class 22 contains 51164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923568.000000 Penalty: 73421.343750
Iteration 198Q: 23 clusters Score -1.269236e+08 nChanged 2347
Entering ConstructFrom: 
Score: -126923568.000000 Penalty: 73421.343750
Entering ConstructFrom: 
Trying to split cluster 1 (45501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Entering Unmasked Estep 
Score: -8449729.000000 Penalty: 2659.921387
	Iteration 0F: 2 clusters Score -8449729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -8420068.000000 Penalty: 5319.842773
	Iteration 0F: 3 clusters Score -8420068 nChanged 20808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -8431402.000000 Penalty: 5319.842773
	Iteration 1F: 3 clusters Score -8431402 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -8431934.000000 Penalty: 5319.842773
	Iteration 2Q: 3 clusters Score -8431934 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -8432418.000000 Penalty: 5319.842773
	Iteration 3Q: 3 clusters Score -8432418 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -8432966.000000 Penalty: 5319.842773
	Iteration 4Q: 3 clusters Score -8432966 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -8433662.000000 Penalty: 5319.842773
	Iteration 5Q: 3 clusters Score -8433662 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -8434548.000000 Penalty: 5319.842773
	Iteration 6Q: 3 clusters Score -8434548 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -8435859.000000 Penalty: 5319.842773
	Iteration 7Q: 3 clusters Score -8435859 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -8437582.000000 Penalty: 5319.842773
	Iteration 8F: 3 clusters Score -8437582 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -8439432.000000 Penalty: 5319.842773
	Iteration 9F: 3 clusters Score -8439432 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -8441107.000000 Penalty: 5319.842773
	Iteration 10F: 3 clusters Score -8441107 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -8442189.000000 Penalty: 5319.842773
	Iteration 11Q: 3 clusters Score -8442189 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -8442897.000000 Penalty: 5319.842773
	Iteration 12Q: 3 clusters Score -8442897 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -8443314.000000 Penalty: 5319.842773
	Iteration 13Q: 3 clusters Score -8443314 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -8443615.000000 Penalty: 5319.842773
	Iteration 14Q: 3 clusters Score -8443615 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -8443844.000000 Penalty: 5319.842773
	Iteration 15Q: 3 clusters Score -8443844 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -8444091.000000 Penalty: 5319.842773
	Iteration 16Q: 3 clusters Score -8444091 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -8444305.000000 Penalty: 5319.842773
	Iteration 17Q: 3 clusters Score -8444305 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -8444444.000000 Penalty: 5319.842773
	Iteration 18Q: 3 clusters Score -8444444 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -8444658.000000 Penalty: 5319.842773
	Iteration 19Q: 3 clusters Score -8444658 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -8444920.000000 Penalty: 5319.842773
	Iteration 20F: 3 clusters Score -8444920 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -8445248.000000 Penalty: 5319.842773
	Iteration 21Q: 3 clusters Score -8445248 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -8445530.000000 Penalty: 5319.842773
	Iteration 22Q: 3 clusters Score -8445530 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -8445843.000000 Penalty: 5319.842773
	Iteration 23Q: 3 clusters Score -8445843 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -8446102.000000 Penalty: 5319.842773
	Iteration 24Q: 3 clusters Score -8446102 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -8446380.000000 Penalty: 5319.842773
	Iteration 25Q: 3 clusters Score -8446380 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -8446676.000000 Penalty: 5319.842773
	Iteration 26Q: 3 clusters Score -8446676 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -8446889.000000 Penalty: 5319.842773
	Iteration 27Q: 3 clusters Score -8446889 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -8447119.000000 Penalty: 5319.842773
	Iteration 28Q: 3 clusters Score -8447119 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8447262.000000 Penalty: 5319.842773
	Iteration 29Q: 3 clusters Score -8447262 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8447351.000000 Penalty: 5319.842773
	Iteration 30Q: 3 clusters Score -8447351 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8447417.000000 Penalty: 5319.842773
	Iteration 31Q: 3 clusters Score -8447417 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8447463.000000 Penalty: 5319.842773
	Iteration 32Q: 3 clusters Score -8447463 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8447492.000000 Penalty: 5319.842773
	Iteration 33Q: 3 clusters Score -8447492 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8447515.000000 Penalty: 5319.842773
	Iteration 34Q: 3 clusters Score -8447515 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8447556.000000 Penalty: 5319.842773
	Iteration 35Q: 3 clusters Score -8447556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8447576.000000 Penalty: 5319.842773
	Iteration 36Q: 3 clusters Score -8447576 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8447577.000000 Penalty: 5319.842773
	Iteration 37Q: 3 clusters Score -8447577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8447588.000000 Penalty: 5319.842773
	Iteration 38Q: 3 clusters Score -8447588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8447594.000000 Penalty: 5319.842773
	Iteration 39Q: 3 clusters Score -8447594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8447608.000000 Penalty: 5319.842773
	Iteration 40F: 3 clusters Score -8447608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8447601.000000 Penalty: 5319.842773
	Iteration 41Q: 3 clusters Score -8447601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8447611.000000 Penalty: 5319.842773
	Iteration 42Q: 3 clusters Score -8447611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8447599.000000 Penalty: 5319.842773
	Iteration 43Q: 3 clusters Score -8447599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8447610.000000 Penalty: 5319.842773
	Iteration 44Q: 3 clusters Score -8447610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8447615.000000 Penalty: 5319.842773
	Iteration 45Q: 3 clusters Score -8447615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8447611.000000 Penalty: 5319.842773
	Iteration 46Q: 3 clusters Score -8447611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8447632.000000 Penalty: 5319.842773
	Iteration 47Q: 3 clusters Score -8447632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8447650.000000 Penalty: 5319.842773
	Iteration 48Q: 3 clusters Score -8447650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8447660.000000 Penalty: 5319.842773
	Iteration 49Q: 3 clusters Score -8447660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8447670.000000 Penalty: 5319.842773
	Iteration 50Q: 3 clusters Score -8447670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8447667.000000 Penalty: 5319.842773
	Iteration 51Q: 3 clusters Score -8447667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8447662.000000 Penalty: 5319.842773
	Iteration 52Q: 3 clusters Score -8447662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8447664.000000 Penalty: 5319.842773
	Iteration 53Q: 3 clusters Score -8447664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8447664.000000 Penalty: 5319.842773
	Iteration 54Q: 3 clusters Score -8447664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8447673.000000 Penalty: 5319.842773
	Iteration 55Q: 3 clusters Score -8447673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8447675.000000 Penalty: 5319.842773
	Iteration 56Q: 3 clusters Score -8447675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8447670.000000 Penalty: 5319.842773
	Iteration 57Q: 3 clusters Score -8447670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8447671.000000 Penalty: 5319.842773
	Iteration 58Q: 3 clusters Score -8447671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8447673.000000 Penalty: 5319.842773
	Iteration 59Q: 3 clusters Score -8447673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8447666.000000 Penalty: 5319.842773
	Iteration 60F: 3 clusters Score -8447666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8447668.000000 Penalty: 5319.842773
	Iteration 61Q: 3 clusters Score -8447668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8447673.000000 Penalty: 5319.842773
	Iteration 62Q: 3 clusters Score -8447673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8447670.000000 Penalty: 5319.842773
	Iteration 63Q: 3 clusters Score -8447670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8447667.000000 Penalty: 5319.842773
	Iteration 64Q: 3 clusters Score -8447667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8447667.000000 Penalty: 5319.842773
	Iteration 65Q: 3 clusters Score -8447667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8447668.000000 Penalty: 5319.842773
	Iteration 66Q: 3 clusters Score -8447668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8447677.000000 Penalty: 5319.842773
	Iteration 67Q: 3 clusters Score -8447677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8447679.000000 Penalty: 5319.842773
	Iteration 68Q: 3 clusters Score -8447679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8447683.000000 Penalty: 5319.842773
	Iteration 69Q: 3 clusters Score -8447683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8447684.000000 Penalty: 5319.842773
	Iteration 70Q: 3 clusters Score -8447684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8447689.000000 Penalty: 5319.842773
	Iteration 71Q: 3 clusters Score -8447689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8447681.000000 Penalty: 5319.842773
	Iteration 72Q: 3 clusters Score -8447681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8447686.000000 Penalty: 5319.842773
	Iteration 73Q: 3 clusters Score -8447686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8447682.000000 Penalty: 5319.842773
	Iteration 74Q: 3 clusters Score -8447682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8447678.000000 Penalty: 5319.842773
	Iteration 75Q: 3 clusters Score -8447678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8447678.000000 Penalty: 5319.842773
	Iteration 76F: 3 clusters Score -8447678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Entering Unmasked Estep 
Score: -7586596.500000 Penalty: 2634.530273
	Iteration 0F: 2 clusters Score -7586596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -7558945.000000 Penalty: 5269.060547
	Iteration 0F: 3 clusters Score -7558945 nChanged 18804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -7569332.500000 Penalty: 5269.060547
	Iteration 1F: 3 clusters Score -7569332 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -7569814.500000 Penalty: 5269.060547
	Iteration 2Q: 3 clusters Score -7569814 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -7570257.000000 Penalty: 5269.060547
	Iteration 3Q: 3 clusters Score -7570257 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -7570834.500000 Penalty: 5269.060547
	Iteration 4Q: 3 clusters Score -7570834 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -7571586.500000 Penalty: 5269.060547
	Iteration 5Q: 3 clusters Score -7571586 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -7572681.000000 Penalty: 5269.060547
	Iteration 6F: 3 clusters Score -7572681 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -7574412.000000 Penalty: 5269.060547
	Iteration 7F: 3 clusters Score -7574412 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -7576953.000000 Penalty: 5269.060547
	Iteration 8F: 3 clusters Score -7576953 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -7579747.000000 Penalty: 5269.060547
	Iteration 9F: 3 clusters Score -7579747 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7582006.000000 Penalty: 5269.060547
	Iteration 10F: 3 clusters Score -7582006 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7583207.000000 Penalty: 5269.060547
	Iteration 11Q: 3 clusters Score -7583207 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7583755.500000 Penalty: 5269.060547
	Iteration 12Q: 3 clusters Score -7583756 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7583998.000000 Penalty: 5269.060547
	Iteration 13Q: 3 clusters Score -7583998 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7584099.000000 Penalty: 5269.060547
	Iteration 14Q: 3 clusters Score -7584099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7584173.000000 Penalty: 5269.060547
	Iteration 15Q: 3 clusters Score -7584173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7584209.500000 Penalty: 5269.060547
	Iteration 16Q: 3 clusters Score -7584210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7584227.500000 Penalty: 5269.060547
	Iteration 17Q: 3 clusters Score -7584228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7584240.500000 Penalty: 5269.060547
	Iteration 18Q: 3 clusters Score -7584240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7584263.500000 Penalty: 5269.060547
	Iteration 19Q: 3 clusters Score -7584264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7584265.500000 Penalty: 5269.060547
	Iteration 20F: 3 clusters Score -7584266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7584273.500000 Penalty: 5269.060547
	Iteration 21Q: 3 clusters Score -7584274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7584273.500000 Penalty: 5269.060547
	Iteration 22F: 3 clusters Score -7584274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -172573.687500 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -172573.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -170605.093750 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -170605.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -171173.125000 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -171173.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -171395.062500 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -171395.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -171531.343750 Penalty: 3476.666748
	Iteration 3F: 3 clusters Score -171531.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -171624.921875 Penalty: 3476.666748
	Iteration 4Q: 3 clusters Score -171624.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -171719.937500 Penalty: 3476.666748
	Iteration 5Q: 3 clusters Score -171719.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -171812.906250 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -171812.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -171912.812500 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -171912.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -171998.187500 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -171998.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -172030.656250 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -172030.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -172040.859375 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -172040.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -172059.437500 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -172059.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -172082.125000 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -172082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -172091.796875 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -172091.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -172095.171875 Penalty: 3476.666748
	Iteration 14Q: 3 clusters Score -172095.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -172100.968750 Penalty: 3476.666748
	Iteration 15Q: 3 clusters Score -172101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -172106.250000 Penalty: 3476.666748
	Iteration 16Q: 3 clusters Score -172106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -172107.546875 Penalty: 3476.666748
	Iteration 17Q: 3 clusters Score -172107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -172107.546875 Penalty: 3476.666748
	Iteration 18F: 3 clusters Score -172107.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Entering Unmasked Estep 
Score: -8765107.000000 Penalty: 2669.642822
	Iteration 0F: 2 clusters Score -8765107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -8735802.000000 Penalty: 5339.285645
	Iteration 0F: 3 clusters Score -8735802 nChanged 21655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -8747457.000000 Penalty: 5339.285645
	Iteration 1F: 3 clusters Score -8747457 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -8748110.000000 Penalty: 5339.285645
	Iteration 2Q: 3 clusters Score -8748110 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -8748768.000000 Penalty: 5339.285645
	Iteration 3Q: 3 clusters Score -8748768 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -8749677.000000 Penalty: 5339.285645
	Iteration 4Q: 3 clusters Score -8749677 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -8750931.000000 Penalty: 5339.285645
	Iteration 5F: 3 clusters Score -8750931 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -8752757.000000 Penalty: 5339.285645
	Iteration 6F: 3 clusters Score -8752757 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -8755296.000000 Penalty: 5339.285645
	Iteration 7F: 3 clusters Score -8755296 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -8758093.000000 Penalty: 5339.285645
	Iteration 8F: 3 clusters Score -8758093 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -8760288.000000 Penalty: 5339.285645
	Iteration 9F: 3 clusters Score -8760288 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -8761330.000000 Penalty: 5339.285645
	Iteration 10Q: 3 clusters Score -8761330 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -8761731.000000 Penalty: 5339.285645
	Iteration 11Q: 3 clusters Score -8761731 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -8761995.000000 Penalty: 5339.285645
	Iteration 12Q: 3 clusters Score -8761995 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -8762134.000000 Penalty: 5339.285645
	Iteration 13Q: 3 clusters Score -8762134 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -8762275.000000 Penalty: 5339.285645
	Iteration 14Q: 3 clusters Score -8762275 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -8762383.000000 Penalty: 5339.285645
	Iteration 15Q: 3 clusters Score -8762383 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -8762502.000000 Penalty: 5339.285645
	Iteration 16Q: 3 clusters Score -8762502 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -8762588.000000 Penalty: 5339.285645
	Iteration 17Q: 3 clusters Score -8762588 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -8762702.000000 Penalty: 5339.285645
	Iteration 18Q: 3 clusters Score -8762702 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -8762809.000000 Penalty: 5339.285645
	Iteration 19Q: 3 clusters Score -8762809 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -8762899.000000 Penalty: 5339.285645
	Iteration 20F: 3 clusters Score -8762899 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -8762983.000000 Penalty: 5339.285645
	Iteration 21Q: 3 clusters Score -8762983 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -8763074.000000 Penalty: 5339.285645
	Iteration 22Q: 3 clusters Score -8763074 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -8763147.000000 Penalty: 5339.285645
	Iteration 23Q: 3 clusters Score -8763147 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -8763200.000000 Penalty: 5339.285645
	Iteration 24Q: 3 clusters Score -8763200 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -8763264.000000 Penalty: 5339.285645
	Iteration 25Q: 3 clusters Score -8763264 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -8763305.000000 Penalty: 5339.285645
	Iteration 26Q: 3 clusters Score -8763305 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -8763361.000000 Penalty: 5339.285645
	Iteration 27Q: 3 clusters Score -8763361 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -8763398.000000 Penalty: 5339.285645
	Iteration 28Q: 3 clusters Score -8763398 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -8763441.000000 Penalty: 5339.285645
	Iteration 29Q: 3 clusters Score -8763441 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -8763488.000000 Penalty: 5339.285645
	Iteration 30Q: 3 clusters Score -8763488 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -8763530.000000 Penalty: 5339.285645
	Iteration 31Q: 3 clusters Score -8763530 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -8763578.000000 Penalty: 5339.285645
	Iteration 32Q: 3 clusters Score -8763578 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -8763598.000000 Penalty: 5339.285645
	Iteration 33Q: 3 clusters Score -8763598 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -8763685.000000 Penalty: 5339.285645
	Iteration 34Q: 3 clusters Score -8763685 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -8763739.000000 Penalty: 5339.285645
	Iteration 35Q: 3 clusters Score -8763739 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -8763781.000000 Penalty: 5339.285645
	Iteration 36Q: 3 clusters Score -8763781 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -8763828.000000 Penalty: 5339.285645
	Iteration 37Q: 3 clusters Score -8763828 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -8763890.000000 Penalty: 5339.285645
	Iteration 38Q: 3 clusters Score -8763890 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -8763917.000000 Penalty: 5339.285645
	Iteration 39Q: 3 clusters Score -8763917 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -8763948.000000 Penalty: 5339.285645
	Iteration 40F: 3 clusters Score -8763948 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -8763994.000000 Penalty: 5339.285645
	Iteration 41Q: 3 clusters Score -8763994 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -8764018.000000 Penalty: 5339.285645
	Iteration 42Q: 3 clusters Score -8764018 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -8764056.000000 Penalty: 5339.285645
	Iteration 43Q: 3 clusters Score -8764056 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -8764093.000000 Penalty: 5339.285645
	Iteration 44Q: 3 clusters Score -8764093 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -8764120.000000 Penalty: 5339.285645
	Iteration 45Q: 3 clusters Score -8764120 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -8764147.000000 Penalty: 5339.285645
	Iteration 46Q: 3 clusters Score -8764147 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -8764156.000000 Penalty: 5339.285645
	Iteration 47Q: 3 clusters Score -8764156 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -8764198.000000 Penalty: 5339.285645
	Iteration 48Q: 3 clusters Score -8764198 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -8764232.000000 Penalty: 5339.285645
	Iteration 49Q: 3 clusters Score -8764232 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -8764281.000000 Penalty: 5339.285645
	Iteration 50Q: 3 clusters Score -8764281 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -8764333.000000 Penalty: 5339.285645
	Iteration 51Q: 3 clusters Score -8764333 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -8764351.000000 Penalty: 5339.285645
	Iteration 52Q: 3 clusters Score -8764351 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -8764377.000000 Penalty: 5339.285645
	Iteration 53Q: 3 clusters Score -8764377 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -8764378.000000 Penalty: 5339.285645
	Iteration 54Q: 3 clusters Score -8764378 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -8764418.000000 Penalty: 5339.285645
	Iteration 55Q: 3 clusters Score -8764418 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -8764416.000000 Penalty: 5339.285645
	Iteration 56Q: 3 clusters Score -8764416 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -8764445.000000 Penalty: 5339.285645
	Iteration 57Q: 3 clusters Score -8764445 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -8764446.000000 Penalty: 5339.285645
	Iteration 58Q: 3 clusters Score -8764446 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -8764440.000000 Penalty: 5339.285645
	Iteration 59Q: 3 clusters Score -8764440 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -8764446.000000 Penalty: 5339.285645
	Iteration 60F: 3 clusters Score -8764446 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8764425.000000 Penalty: 5339.285645
	Iteration 61Q: 3 clusters Score -8764425 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -8764372.000000 Penalty: 5339.285645
	Iteration 62Q: 3 clusters Score -8764372 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8764306.000000 Penalty: 5339.285645
	Iteration 63Q: 3 clusters Score -8764306 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8764272.000000 Penalty: 5339.285645
	Iteration 64Q: 3 clusters Score -8764272 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8764219.000000 Penalty: 5339.285645
	Iteration 65Q: 3 clusters Score -8764219 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -8764145.000000 Penalty: 5339.285645
	Iteration 66Q: 3 clusters Score -8764145 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8764117.000000 Penalty: 5339.285645
	Iteration 67Q: 3 clusters Score -8764117 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8764125.000000 Penalty: 5339.285645
	Iteration 68Q: 3 clusters Score -8764125 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8764081.000000 Penalty: 5339.285645
	Iteration 69Q: 3 clusters Score -8764081 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8764040.000000 Penalty: 5339.285645
	Iteration 70Q: 3 clusters Score -8764040 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8764008.000000 Penalty: 5339.285645
	Iteration 71Q: 3 clusters Score -8764008 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8763975.000000 Penalty: 5339.285645
	Iteration 72Q: 3 clusters Score -8763975 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8763940.000000 Penalty: 5339.285645
	Iteration 73Q: 3 clusters Score -8763940 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8763919.000000 Penalty: 5339.285645
	Iteration 74Q: 3 clusters Score -8763919 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8763877.000000 Penalty: 5339.285645
	Iteration 75Q: 3 clusters Score -8763877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8763867.000000 Penalty: 5339.285645
	Iteration 76Q: 3 clusters Score -8763867 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8763828.000000 Penalty: 5339.285645
	Iteration 77Q: 3 clusters Score -8763828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8763818.000000 Penalty: 5339.285645
	Iteration 78Q: 3 clusters Score -8763818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8763814.000000 Penalty: 5339.285645
	Iteration 79Q: 3 clusters Score -8763814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8763791.000000 Penalty: 5339.285645
	Iteration 80F: 3 clusters Score -8763791 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8763773.000000 Penalty: 5339.285645
	Iteration 81Q: 3 clusters Score -8763773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8763773.000000 Penalty: 5339.285645
	Iteration 82Q: 3 clusters Score -8763773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8763772.000000 Penalty: 5339.285645
	Iteration 83Q: 3 clusters Score -8763772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8763768.000000 Penalty: 5339.285645
	Iteration 84Q: 3 clusters Score -8763768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8763744.000000 Penalty: 5339.285645
	Iteration 85Q: 3 clusters Score -8763744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8763750.000000 Penalty: 5339.285645
	Iteration 86Q: 3 clusters Score -8763750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8763746.000000 Penalty: 5339.285645
	Iteration 87Q: 3 clusters Score -8763746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8763729.000000 Penalty: 5339.285645
	Iteration 88Q: 3 clusters Score -8763729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8763732.000000 Penalty: 5339.285645
	Iteration 89Q: 3 clusters Score -8763732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8763715.000000 Penalty: 5339.285645
	Iteration 90Q: 3 clusters Score -8763715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8763721.000000 Penalty: 5339.285645
	Iteration 91Q: 3 clusters Score -8763721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8763721.000000 Penalty: 5339.285645
	Iteration 92Q: 3 clusters Score -8763721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8763725.000000 Penalty: 5339.285645
	Iteration 93Q: 3 clusters Score -8763725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8763724.000000 Penalty: 5339.285645
	Iteration 94Q: 3 clusters Score -8763724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8763720.000000 Penalty: 5339.285645
	Iteration 95Q: 3 clusters Score -8763720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8763720.000000 Penalty: 5339.285645
	Iteration 96Q: 3 clusters Score -8763720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8763721.000000 Penalty: 5339.285645
	Iteration 97Q: 3 clusters Score -8763721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8763721.000000 Penalty: 5339.285645
	Iteration 98F: 3 clusters Score -8763721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Entering Unmasked Estep 
Score: -448328.000000 Penalty: 1951.895874
	Iteration 0F: 2 clusters Score -448328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -445361.750000 Penalty: 3903.791748
	Iteration 0F: 3 clusters Score -445361.8 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -446047.687500 Penalty: 3903.791748
	Iteration 1F: 3 clusters Score -446047.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -446312.968750 Penalty: 3903.791748
	Iteration 2F: 3 clusters Score -446313 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -446574.718750 Penalty: 3903.791748
	Iteration 3F: 3 clusters Score -446574.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -446772.250000 Penalty: 3903.791748
	Iteration 4F: 3 clusters Score -446772.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -446986.593750 Penalty: 3903.791748
	Iteration 5F: 3 clusters Score -446986.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -447174.656250 Penalty: 3903.791748
	Iteration 6F: 3 clusters Score -447174.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -447353.531250 Penalty: 3903.791748
	Iteration 7F: 3 clusters Score -447353.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -447505.750000 Penalty: 3903.791748
	Iteration 8Q: 3 clusters Score -447505.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -447620.062500 Penalty: 3903.791748
	Iteration 9Q: 3 clusters Score -447620.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -447688.687500 Penalty: 3903.791748
	Iteration 10Q: 3 clusters Score -447688.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -447727.343750 Penalty: 3903.791748
	Iteration 11Q: 3 clusters Score -447727.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -447747.343750 Penalty: 3903.791748
	Iteration 12Q: 3 clusters Score -447747.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -447765.093750 Penalty: 3903.791748
	Iteration 13Q: 3 clusters Score -447765.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -447778.062500 Penalty: 3903.791748
	Iteration 14Q: 3 clusters Score -447778.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -447782.593750 Penalty: 3903.791748
	Iteration 15Q: 3 clusters Score -447782.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -447784.937500 Penalty: 3903.791748
	Iteration 16Q: 3 clusters Score -447784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -447785.781250 Penalty: 3903.791748
	Iteration 17Q: 3 clusters Score -447785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -447786.562500 Penalty: 3903.791748
	Iteration 18Q: 3 clusters Score -447786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -447787.593750 Penalty: 3903.791748
	Iteration 19Q: 3 clusters Score -447787.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -447791.187500 Penalty: 3903.791748
	Iteration 20F: 3 clusters Score -447791.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -447794.312500 Penalty: 3903.791748
	Iteration 21Q: 3 clusters Score -447794.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -447796.562500 Penalty: 3903.791748
	Iteration 22Q: 3 clusters Score -447796.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -447797.656250 Penalty: 3903.791748
	Iteration 23Q: 3 clusters Score -447797.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -447798.687500 Penalty: 3903.791748
	Iteration 24Q: 3 clusters Score -447798.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -447798.687500 Penalty: 3903.791748
	Iteration 25F: 3 clusters Score -447798.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Entering Unmasked Estep 
Score: -8078681.500000 Penalty: 2648.853516
	Iteration 0F: 2 clusters Score -8078682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -8050241.000000 Penalty: 5297.707031
	Iteration 0F: 3 clusters Score -8050241 nChanged 19944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -8061290.500000 Penalty: 5297.707031
	Iteration 1F: 3 clusters Score -8061290 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -8061948.000000 Penalty: 5297.707031
	Iteration 2Q: 3 clusters Score -8061948 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -8062651.000000 Penalty: 5297.707031
	Iteration 3Q: 3 clusters Score -8062651 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -8063551.000000 Penalty: 5297.707031
	Iteration 4Q: 3 clusters Score -8063551 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -8064765.500000 Penalty: 5297.707031
	Iteration 5F: 3 clusters Score -8064766 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -8066437.000000 Penalty: 5297.707031
	Iteration 6F: 3 clusters Score -8066437 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -8068677.000000 Penalty: 5297.707031
	Iteration 7F: 3 clusters Score -8068677 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -8071140.000000 Penalty: 5297.707031
	Iteration 8F: 3 clusters Score -8071140 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -8073222.500000 Penalty: 5297.707031
	Iteration 9F: 3 clusters Score -8073222 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -8074543.500000 Penalty: 5297.707031
	Iteration 10Q: 3 clusters Score -8074544 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -8075214.500000 Penalty: 5297.707031
	Iteration 11Q: 3 clusters Score -8075214 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -8075692.000000 Penalty: 5297.707031
	Iteration 12Q: 3 clusters Score -8075692 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -8076018.500000 Penalty: 5297.707031
	Iteration 13Q: 3 clusters Score -8076018 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -8076257.000000 Penalty: 5297.707031
	Iteration 14Q: 3 clusters Score -8076257 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -8076428.500000 Penalty: 5297.707031
	Iteration 15Q: 3 clusters Score -8076428 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -8076498.000000 Penalty: 5297.707031
	Iteration 16Q: 3 clusters Score -8076498 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -8076644.500000 Penalty: 5297.707031
	Iteration 17Q: 3 clusters Score -8076644 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -8076722.500000 Penalty: 5297.707031
	Iteration 18Q: 3 clusters Score -8076722 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8076773.500000 Penalty: 5297.707031
	Iteration 19Q: 3 clusters Score -8076774 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8076829.500000 Penalty: 5297.707031
	Iteration 20F: 3 clusters Score -8076830 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -8076862.000000 Penalty: 5297.707031
	Iteration 21Q: 3 clusters Score -8076862 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -8076885.000000 Penalty: 5297.707031
	Iteration 22Q: 3 clusters Score -8076885 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8076922.500000 Penalty: 5297.707031
	Iteration 23Q: 3 clusters Score -8076922 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8076939.000000 Penalty: 5297.707031
	Iteration 24Q: 3 clusters Score -8076939 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8076982.500000 Penalty: 5297.707031
	Iteration 25Q: 3 clusters Score -8076982 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8077011.000000 Penalty: 5297.707031
	Iteration 26Q: 3 clusters Score -8077011 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8077005.500000 Penalty: 5297.707031
	Iteration 27Q: 3 clusters Score -8077006 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8076992.500000 Penalty: 5297.707031
	Iteration 28Q: 3 clusters Score -8076992 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8076964.000000 Penalty: 5297.707031
	Iteration 29Q: 3 clusters Score -8076964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8076981.500000 Penalty: 5297.707031
	Iteration 30Q: 3 clusters Score -8076982 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8076981.000000 Penalty: 5297.707031
	Iteration 31Q: 3 clusters Score -8076981 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8076979.000000 Penalty: 5297.707031
	Iteration 32Q: 3 clusters Score -8076979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8076960.000000 Penalty: 5297.707031
	Iteration 33Q: 3 clusters Score -8076960 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8076949.500000 Penalty: 5297.707031
	Iteration 34Q: 3 clusters Score -8076950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8076934.000000 Penalty: 5297.707031
	Iteration 35Q: 3 clusters Score -8076934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8076917.000000 Penalty: 5297.707031
	Iteration 36Q: 3 clusters Score -8076917 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8076933.500000 Penalty: 5297.707031
	Iteration 37Q: 3 clusters Score -8076934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8076899.500000 Penalty: 5297.707031
	Iteration 38Q: 3 clusters Score -8076900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8076901.500000 Penalty: 5297.707031
	Iteration 39Q: 3 clusters Score -8076902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8076890.000000 Penalty: 5297.707031
	Iteration 40F: 3 clusters Score -8076890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8076898.000000 Penalty: 5297.707031
	Iteration 41Q: 3 clusters Score -8076898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8076899.500000 Penalty: 5297.707031
	Iteration 42Q: 3 clusters Score -8076900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8076895.000000 Penalty: 5297.707031
	Iteration 43Q: 3 clusters Score -8076895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8076888.000000 Penalty: 5297.707031
	Iteration 44Q: 3 clusters Score -8076888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8076886.500000 Penalty: 5297.707031
	Iteration 45Q: 3 clusters Score -8076886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8076884.500000 Penalty: 5297.707031
	Iteration 46Q: 3 clusters Score -8076884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8076893.000000 Penalty: 5297.707031
	Iteration 47Q: 3 clusters Score -8076893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8076892.500000 Penalty: 5297.707031
	Iteration 48Q: 3 clusters Score -8076892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8076884.000000 Penalty: 5297.707031
	Iteration 49Q: 3 clusters Score -8076884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8076880.500000 Penalty: 5297.707031
	Iteration 50Q: 3 clusters Score -8076880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8076885.500000 Penalty: 5297.707031
	Iteration 51Q: 3 clusters Score -8076886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8076891.000000 Penalty: 5297.707031
	Iteration 52Q: 3 clusters Score -8076891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8076887.000000 Penalty: 5297.707031
	Iteration 53Q: 3 clusters Score -8076887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8076890.000000 Penalty: 5297.707031
	Iteration 54Q: 3 clusters Score -8076890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8076886.000000 Penalty: 5297.707031
	Iteration 55Q: 3 clusters Score -8076886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8076888.500000 Penalty: 5297.707031
	Iteration 56Q: 3 clusters Score -8076888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8076881.500000 Penalty: 5297.707031
	Iteration 57Q: 3 clusters Score -8076882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8076877.000000 Penalty: 5297.707031
	Iteration 58Q: 3 clusters Score -8076877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8076880.500000 Penalty: 5297.707031
	Iteration 59Q: 3 clusters Score -8076880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8076880.500000 Penalty: 5297.707031
	Iteration 60F: 3 clusters Score -8076880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8076869.500000 Penalty: 5297.707031
	Iteration 61Q: 3 clusters Score -8076870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8076870.500000 Penalty: 5297.707031
	Iteration 62Q: 3 clusters Score -8076870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8076873.000000 Penalty: 5297.707031
	Iteration 63Q: 3 clusters Score -8076873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8076873.000000 Penalty: 5297.707031
	Iteration 64F: 3 clusters Score -8076873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -53387.921875 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -53387.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52164.753906 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -52164.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52293.359375 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -52293.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52405.128906 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -52405.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52445.976562 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -52445.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52475.605469 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -52475.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -52511.246094 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -52511.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52534.187500 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -52534.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52550.058594 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -52550.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52554.183594 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -52554.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52562.968750 Penalty: 2857.977539
	Iteration 9Q: 3 clusters Score -52562.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52578.187500 Penalty: 2857.977539
	Iteration 10Q: 3 clusters Score -52578.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52584.894531 Penalty: 2857.977539
	Iteration 11Q: 3 clusters Score -52584.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52584.894531 Penalty: 2857.977539
	Iteration 12F: 3 clusters Score -52584.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Entering Unmasked Estep 
Score: -8282421.500000 Penalty: 2655.377930
	Iteration 0F: 2 clusters Score -8282422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -8253407.500000 Penalty: 5310.755859
	Iteration 0F: 3 clusters Score -8253408 nChanged 20356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -8264398.000000 Penalty: 5310.755859
	Iteration 1F: 3 clusters Score -8264398 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -8264790.500000 Penalty: 5310.755859
	Iteration 2Q: 3 clusters Score -8264790 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -8265159.000000 Penalty: 5310.755859
	Iteration 3Q: 3 clusters Score -8265159 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -8265468.500000 Penalty: 5310.755859
	Iteration 4Q: 3 clusters Score -8265468 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -8265791.000000 Penalty: 5310.755859
	Iteration 5Q: 3 clusters Score -8265791 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -8266202.500000 Penalty: 5310.755859
	Iteration 6Q: 3 clusters Score -8266202 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -8266716.000000 Penalty: 5310.755859
	Iteration 7Q: 3 clusters Score -8266716 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -8267507.500000 Penalty: 5310.755859
	Iteration 8Q: 3 clusters Score -8267508 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -8268704.500000 Penalty: 5310.755859
	Iteration 9F: 3 clusters Score -8268704 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -8270654.000000 Penalty: 5310.755859
	Iteration 10F: 3 clusters Score -8270654 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -8273437.000000 Penalty: 5310.755859
	Iteration 11F: 3 clusters Score -8273437 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -8276282.000000 Penalty: 5310.755859
	Iteration 12F: 3 clusters Score -8276282 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -8278502.500000 Penalty: 5310.755859
	Iteration 13F: 3 clusters Score -8278502 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -8279432.500000 Penalty: 5310.755859
	Iteration 14Q: 3 clusters Score -8279432 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -8279802.000000 Penalty: 5310.755859
	Iteration 15Q: 3 clusters Score -8279802 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -8279950.000000 Penalty: 5310.755859
	Iteration 16Q: 3 clusters Score -8279950 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -8280044.500000 Penalty: 5310.755859
	Iteration 17Q: 3 clusters Score -8280044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -8280081.000000 Penalty: 5310.755859
	Iteration 18Q: 3 clusters Score -8280081 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -8280121.500000 Penalty: 5310.755859
	Iteration 19Q: 3 clusters Score -8280122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -8280136.000000 Penalty: 5310.755859
	Iteration 20F: 3 clusters Score -8280136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -8280165.000000 Penalty: 5310.755859
	Iteration 21Q: 3 clusters Score -8280165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8280180.000000 Penalty: 5310.755859
	Iteration 22Q: 3 clusters Score -8280180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -8280200.500000 Penalty: 5310.755859
	Iteration 23Q: 3 clusters Score -8280200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -8280219.000000 Penalty: 5310.755859
	Iteration 24Q: 3 clusters Score -8280219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -8280221.000000 Penalty: 5310.755859
	Iteration 25Q: 3 clusters Score -8280221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8280221.500000 Penalty: 5310.755859
	Iteration 26Q: 3 clusters Score -8280222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -8280229.500000 Penalty: 5310.755859
	Iteration 27Q: 3 clusters Score -8280230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -8280235.500000 Penalty: 5310.755859
	Iteration 28Q: 3 clusters Score -8280236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -8280242.000000 Penalty: 5310.755859
	Iteration 29Q: 3 clusters Score -8280242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -8280233.000000 Penalty: 5310.755859
	Iteration 30Q: 3 clusters Score -8280233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -8280238.500000 Penalty: 5310.755859
	Iteration 31Q: 3 clusters Score -8280238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8280245.000000 Penalty: 5310.755859
	Iteration 32Q: 3 clusters Score -8280245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -8280249.500000 Penalty: 5310.755859
	Iteration 33Q: 3 clusters Score -8280250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8280246.000000 Penalty: 5310.755859
	Iteration 34Q: 3 clusters Score -8280246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8280250.500000 Penalty: 5310.755859
	Iteration 35Q: 3 clusters Score -8280250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8280250.500000 Penalty: 5310.755859
	Iteration 36F: 3 clusters Score -8280250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Entering Unmasked Estep 
Score: -7755065.000000 Penalty: 2641.119873
	Iteration 0F: 2 clusters Score -7755065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -7726601.000000 Penalty: 5282.239746
	Iteration 0F: 3 clusters Score -7726601 nChanged 19485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -7737251.000000 Penalty: 5282.239746
	Iteration 1F: 3 clusters Score -7737251 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -7737665.500000 Penalty: 5282.239746
	Iteration 2Q: 3 clusters Score -7737666 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -7737931.500000 Penalty: 5282.239746
	Iteration 3Q: 3 clusters Score -7737932 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -7738297.500000 Penalty: 5282.239746
	Iteration 4Q: 3 clusters Score -7738298 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -7738699.500000 Penalty: 5282.239746
	Iteration 5Q: 3 clusters Score -7738700 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -7739297.000000 Penalty: 5282.239746
	Iteration 6Q: 3 clusters Score -7739297 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -7740233.000000 Penalty: 5282.239746
	Iteration 7Q: 3 clusters Score -7740233 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -7741743.500000 Penalty: 5282.239746
	Iteration 8F: 3 clusters Score -7741744 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -7743655.500000 Penalty: 5282.239746
	Iteration 9F: 3 clusters Score -7743656 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -7745772.500000 Penalty: 5282.239746
	Iteration 10F: 3 clusters Score -7745772 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -7747846.000000 Penalty: 5282.239746
	Iteration 11F: 3 clusters Score -7747846 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -7749514.500000 Penalty: 5282.239746
	Iteration 12Q: 3 clusters Score -7749514 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -7750729.500000 Penalty: 5282.239746
	Iteration 13Q: 3 clusters Score -7750730 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -7751538.500000 Penalty: 5282.239746
	Iteration 14Q: 3 clusters Score -7751538 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -7752020.500000 Penalty: 5282.239746
	Iteration 15Q: 3 clusters Score -7752020 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -7752285.000000 Penalty: 5282.239746
	Iteration 16Q: 3 clusters Score -7752285 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -7752437.500000 Penalty: 5282.239746
	Iteration 17Q: 3 clusters Score -7752438 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -7752558.500000 Penalty: 5282.239746
	Iteration 18Q: 3 clusters Score -7752558 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -7752614.000000 Penalty: 5282.239746
	Iteration 19Q: 3 clusters Score -7752614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -7752661.000000 Penalty: 5282.239746
	Iteration 20F: 3 clusters Score -7752661 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -7752691.000000 Penalty: 5282.239746
	Iteration 21Q: 3 clusters Score -7752691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -7752713.500000 Penalty: 5282.239746
	Iteration 22Q: 3 clusters Score -7752714 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -7752723.000000 Penalty: 5282.239746
	Iteration 23Q: 3 clusters Score -7752723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -7752733.500000 Penalty: 5282.239746
	Iteration 24Q: 3 clusters Score -7752734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -7752745.000000 Penalty: 5282.239746
	Iteration 25Q: 3 clusters Score -7752745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -7752766.000000 Penalty: 5282.239746
	Iteration 26Q: 3 clusters Score -7752766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -7752765.000000 Penalty: 5282.239746
	Iteration 27Q: 3 clusters Score -7752765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -7752764.500000 Penalty: 5282.239746
	Iteration 28Q: 3 clusters Score -7752764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -7752763.500000 Penalty: 5282.239746
	Iteration 29Q: 3 clusters Score -7752764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -7752764.000000 Penalty: 5282.239746
	Iteration 30Q: 3 clusters Score -7752764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -7752763.500000 Penalty: 5282.239746
	Iteration 31Q: 3 clusters Score -7752764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -7752773.500000 Penalty: 5282.239746
	Iteration 32Q: 3 clusters Score -7752774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -7752773.000000 Penalty: 5282.239746
	Iteration 33Q: 3 clusters Score -7752773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -7752773.000000 Penalty: 5282.239746
	Iteration 34Q: 3 clusters Score -7752773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -7752773.000000 Penalty: 5282.239746
	Iteration 35F: 3 clusters Score -7752773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Entering Unmasked Estep 
Score: -8381420.000000 Penalty: 2658.806885
	Iteration 0F: 2 clusters Score -8381420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -8352497.500000 Penalty: 5317.613770
	Iteration 0F: 3 clusters Score -8352498 nChanged 20805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -8363673.000000 Penalty: 5317.613770
	Iteration 1F: 3 clusters Score -8363673 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -8364279.000000 Penalty: 5317.613770
	Iteration 2Q: 3 clusters Score -8364279 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -8364861.500000 Penalty: 5317.613770
	Iteration 3Q: 3 clusters Score -8364862 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -8365628.000000 Penalty: 5317.613770
	Iteration 4Q: 3 clusters Score -8365628 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -8366481.500000 Penalty: 5317.613770
	Iteration 5Q: 3 clusters Score -8366482 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -8367588.500000 Penalty: 5317.613770
	Iteration 6Q: 3 clusters Score -8367588 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -8368641.000000 Penalty: 5317.613770
	Iteration 7Q: 3 clusters Score -8368641 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -8370040.500000 Penalty: 5317.613770
	Iteration 8F: 3 clusters Score -8370040 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -8371526.000000 Penalty: 5317.613770
	Iteration 9F: 3 clusters Score -8371526 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -8372960.500000 Penalty: 5317.613770
	Iteration 10F: 3 clusters Score -8372960 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -8374203.500000 Penalty: 5317.613770
	Iteration 11Q: 3 clusters Score -8374204 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -8375079.000000 Penalty: 5317.613770
	Iteration 12Q: 3 clusters Score -8375079 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -8375453.500000 Penalty: 5317.613770
	Iteration 13Q: 3 clusters Score -8375454 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -8375651.000000 Penalty: 5317.613770
	Iteration 14Q: 3 clusters Score -8375651 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -8375783.000000 Penalty: 5317.613770
	Iteration 15Q: 3 clusters Score -8375783 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -8375855.500000 Penalty: 5317.613770
	Iteration 16Q: 3 clusters Score -8375856 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -8375888.500000 Penalty: 5317.613770
	Iteration 17Q: 3 clusters Score -8375888 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -8375902.500000 Penalty: 5317.613770
	Iteration 18Q: 3 clusters Score -8375902 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -8375949.000000 Penalty: 5317.613770
	Iteration 19Q: 3 clusters Score -8375949 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -8376000.500000 Penalty: 5317.613770
	Iteration 20F: 3 clusters Score -8376000 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -8376026.000000 Penalty: 5317.613770
	Iteration 21Q: 3 clusters Score -8376026 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -8376063.000000 Penalty: 5317.613770
	Iteration 22Q: 3 clusters Score -8376063 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -8376070.000000 Penalty: 5317.613770
	Iteration 23Q: 3 clusters Score -8376070 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -8376068.000000 Penalty: 5317.613770
	Iteration 24Q: 3 clusters Score -8376068 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -8376087.000000 Penalty: 5317.613770
	Iteration 25Q: 3 clusters Score -8376087 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -8376120.000000 Penalty: 5317.613770
	Iteration 26Q: 3 clusters Score -8376120 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -8376130.000000 Penalty: 5317.613770
	Iteration 27Q: 3 clusters Score -8376130 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -8376154.500000 Penalty: 5317.613770
	Iteration 28Q: 3 clusters Score -8376154 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -8376216.500000 Penalty: 5317.613770
	Iteration 29Q: 3 clusters Score -8376216 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -8376264.500000 Penalty: 5317.613770
	Iteration 30Q: 3 clusters Score -8376264 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -8376271.000000 Penalty: 5317.613770
	Iteration 31Q: 3 clusters Score -8376271 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -8376329.000000 Penalty: 5317.613770
	Iteration 32Q: 3 clusters Score -8376329 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -8376397.000000 Penalty: 5317.613770
	Iteration 33Q: 3 clusters Score -8376397 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -8376450.500000 Penalty: 5317.613770
	Iteration 34Q: 3 clusters Score -8376450 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -8376505.000000 Penalty: 5317.613770
	Iteration 35Q: 3 clusters Score -8376505 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -8376540.000000 Penalty: 5317.613770
	Iteration 36Q: 3 clusters Score -8376540 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -8376589.000000 Penalty: 5317.613770
	Iteration 37Q: 3 clusters Score -8376589 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -8376621.500000 Penalty: 5317.613770
	Iteration 38Q: 3 clusters Score -8376622 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -8376655.500000 Penalty: 5317.613770
	Iteration 39Q: 3 clusters Score -8376656 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -8376709.500000 Penalty: 5317.613770
	Iteration 40F: 3 clusters Score -8376710 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -8376748.000000 Penalty: 5317.613770
	Iteration 41Q: 3 clusters Score -8376748 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -8376793.500000 Penalty: 5317.613770
	Iteration 42Q: 3 clusters Score -8376794 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -8376832.500000 Penalty: 5317.613770
	Iteration 43Q: 3 clusters Score -8376832 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -8376871.000000 Penalty: 5317.613770
	Iteration 44Q: 3 clusters Score -8376871 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -8376966.000000 Penalty: 5317.613770
	Iteration 45Q: 3 clusters Score -8376966 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -8377054.500000 Penalty: 5317.613770
	Iteration 46Q: 3 clusters Score -8377054 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -8377104.500000 Penalty: 5317.613770
	Iteration 47Q: 3 clusters Score -8377104 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -8377179.000000 Penalty: 5317.613770
	Iteration 48Q: 3 clusters Score -8377179 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -8377211.500000 Penalty: 5317.613770
	Iteration 49Q: 3 clusters Score -8377212 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -8377281.500000 Penalty: 5317.613770
	Iteration 50Q: 3 clusters Score -8377282 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -8377310.000000 Penalty: 5317.613770
	Iteration 51Q: 3 clusters Score -8377310 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -8377379.000000 Penalty: 5317.613770
	Iteration 52Q: 3 clusters Score -8377379 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -8377485.000000 Penalty: 5317.613770
	Iteration 53Q: 3 clusters Score -8377485 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -8377548.500000 Penalty: 5317.613770
	Iteration 54Q: 3 clusters Score -8377548 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -8377600.500000 Penalty: 5317.613770
	Iteration 55Q: 3 clusters Score -8377600 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -8377673.500000 Penalty: 5317.613770
	Iteration 56Q: 3 clusters Score -8377674 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -8377760.500000 Penalty: 5317.613770
	Iteration 57Q: 3 clusters Score -8377760 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -8377833.500000 Penalty: 5317.613770
	Iteration 58Q: 3 clusters Score -8377834 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -8377923.500000 Penalty: 5317.613770
	Iteration 59Q: 3 clusters Score -8377924 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -8378013.500000 Penalty: 5317.613770
	Iteration 60F: 3 clusters Score -8378014 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -8378143.000000 Penalty: 5317.613770
	Iteration 61Q: 3 clusters Score -8378143 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -8378247.000000 Penalty: 5317.613770
	Iteration 62Q: 3 clusters Score -8378247 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -8378343.500000 Penalty: 5317.613770
	Iteration 63Q: 3 clusters Score -8378344 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -8378410.000000 Penalty: 5317.613770
	Iteration 64Q: 3 clusters Score -8378410 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -8378507.500000 Penalty: 5317.613770
	Iteration 65Q: 3 clusters Score -8378508 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -8378631.000000 Penalty: 5317.613770
	Iteration 66Q: 3 clusters Score -8378631 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -8378784.000000 Penalty: 5317.613770
	Iteration 67Q: 3 clusters Score -8378784 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -8378841.500000 Penalty: 5317.613770
	Iteration 68Q: 3 clusters Score -8378842 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -8378922.000000 Penalty: 5317.613770
	Iteration 69Q: 3 clusters Score -8378922 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -8379038.500000 Penalty: 5317.613770
	Iteration 70Q: 3 clusters Score -8379038 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -8379120.000000 Penalty: 5317.613770
	Iteration 71Q: 3 clusters Score -8379120 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -8379221.500000 Penalty: 5317.613770
	Iteration 72Q: 3 clusters Score -8379222 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -8379304.500000 Penalty: 5317.613770
	Iteration 73Q: 3 clusters Score -8379304 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -8379351.000000 Penalty: 5317.613770
	Iteration 74Q: 3 clusters Score -8379351 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -8379405.500000 Penalty: 5317.613770
	Iteration 75Q: 3 clusters Score -8379406 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -8379483.500000 Penalty: 5317.613770
	Iteration 76Q: 3 clusters Score -8379484 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -8379561.500000 Penalty: 5317.613770
	Iteration 77Q: 3 clusters Score -8379562 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -8379646.000000 Penalty: 5317.613770
	Iteration 78Q: 3 clusters Score -8379646 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -8379727.000000 Penalty: 5317.613770
	Iteration 79Q: 3 clusters Score -8379727 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -8379775.500000 Penalty: 5317.613770
	Iteration 80F: 3 clusters Score -8379776 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -8379837.000000 Penalty: 5317.613770
	Iteration 81Q: 3 clusters Score -8379837 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -8379940.000000 Penalty: 5317.613770
	Iteration 82Q: 3 clusters Score -8379940 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -8379994.000000 Penalty: 5317.613770
	Iteration 83Q: 3 clusters Score -8379994 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -8380023.500000 Penalty: 5317.613770
	Iteration 84Q: 3 clusters Score -8380024 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -8380062.000000 Penalty: 5317.613770
	Iteration 85Q: 3 clusters Score -8380062 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -8380101.000000 Penalty: 5317.613770
	Iteration 86Q: 3 clusters Score -8380101 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -8380142.500000 Penalty: 5317.613770
	Iteration 87Q: 3 clusters Score -8380142 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -8380171.500000 Penalty: 5317.613770
	Iteration 88Q: 3 clusters Score -8380172 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -8380229.000000 Penalty: 5317.613770
	Iteration 89Q: 3 clusters Score -8380229 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -8380274.500000 Penalty: 5317.613770
	Iteration 90Q: 3 clusters Score -8380274 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8380285.000000 Penalty: 5317.613770
	Iteration 91Q: 3 clusters Score -8380285 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -8380338.000000 Penalty: 5317.613770
	Iteration 92Q: 3 clusters Score -8380338 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8380367.000000 Penalty: 5317.613770
	Iteration 93Q: 3 clusters Score -8380367 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -8380397.000000 Penalty: 5317.613770
	Iteration 94Q: 3 clusters Score -8380397 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -8380399.500000 Penalty: 5317.613770
	Iteration 95Q: 3 clusters Score -8380400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -8380414.000000 Penalty: 5317.613770
	Iteration 96Q: 3 clusters Score -8380414 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -8380429.000000 Penalty: 5317.613770
	Iteration 97Q: 3 clusters Score -8380429 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -8380436.000000 Penalty: 5317.613770
	Iteration 98Q: 3 clusters Score -8380436 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -8380432.000000 Penalty: 5317.613770
	Iteration 99Q: 3 clusters Score -8380432 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -8380431.000000 Penalty: 5317.613770
	Iteration 100F: 3 clusters Score -8380431 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8380416.000000 Penalty: 5317.613770
	Iteration 101Q: 3 clusters Score -8380416 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8380370.500000 Penalty: 5317.613770
	Iteration 102Q: 3 clusters Score -8380370 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8380344.000000 Penalty: 5317.613770
	Iteration 103Q: 3 clusters Score -8380344 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8380336.000000 Penalty: 5317.613770
	Iteration 104Q: 3 clusters Score -8380336 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8380298.000000 Penalty: 5317.613770
	Iteration 105Q: 3 clusters Score -8380298 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8380282.500000 Penalty: 5317.613770
	Iteration 106Q: 3 clusters Score -8380282 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8380283.500000 Penalty: 5317.613770
	Iteration 107Q: 3 clusters Score -8380284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8380250.500000 Penalty: 5317.613770
	Iteration 108Q: 3 clusters Score -8380250 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8380229.500000 Penalty: 5317.613770
	Iteration 109Q: 3 clusters Score -8380230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8380218.000000 Penalty: 5317.613770
	Iteration 110Q: 3 clusters Score -8380218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8380190.000000 Penalty: 5317.613770
	Iteration 111Q: 3 clusters Score -8380190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8380171.000000 Penalty: 5317.613770
	Iteration 112Q: 3 clusters Score -8380171 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8380143.000000 Penalty: 5317.613770
	Iteration 113Q: 3 clusters Score -8380143 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8380120.500000 Penalty: 5317.613770
	Iteration 114Q: 3 clusters Score -8380120 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8380116.500000 Penalty: 5317.613770
	Iteration 115Q: 3 clusters Score -8380116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8380112.500000 Penalty: 5317.613770
	Iteration 116Q: 3 clusters Score -8380112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8380101.500000 Penalty: 5317.613770
	Iteration 117Q: 3 clusters Score -8380102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8380073.000000 Penalty: 5317.613770
	Iteration 118Q: 3 clusters Score -8380073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8380045.500000 Penalty: 5317.613770
	Iteration 119Q: 3 clusters Score -8380046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8380043.000000 Penalty: 5317.613770
	Iteration 120F: 3 clusters Score -8380043 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8380041.000000 Penalty: 5317.613770
	Iteration 121Q: 3 clusters Score -8380041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8380022.000000 Penalty: 5317.613770
	Iteration 122Q: 3 clusters Score -8380022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8380003.500000 Penalty: 5317.613770
	Iteration 123Q: 3 clusters Score -8380004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8380008.500000 Penalty: 5317.613770
	Iteration 124Q: 3 clusters Score -8380008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8380006.500000 Penalty: 5317.613770
	Iteration 125Q: 3 clusters Score -8380006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8380012.500000 Penalty: 5317.613770
	Iteration 126Q: 3 clusters Score -8380012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8380002.500000 Penalty: 5317.613770
	Iteration 127Q: 3 clusters Score -8380002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8379996.500000 Penalty: 5317.613770
	Iteration 128Q: 3 clusters Score -8379996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8379993.500000 Penalty: 5317.613770
	Iteration 129Q: 3 clusters Score -8379994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8379994.500000 Penalty: 5317.613770
	Iteration 130Q: 3 clusters Score -8379994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8379989.500000 Penalty: 5317.613770
	Iteration 131Q: 3 clusters Score -8379990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8379990.000000 Penalty: 5317.613770
	Iteration 132Q: 3 clusters Score -8379990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8379988.500000 Penalty: 5317.613770
	Iteration 133Q: 3 clusters Score -8379988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8379983.500000 Penalty: 5317.613770
	Iteration 134Q: 3 clusters Score -8379984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8379983.500000 Penalty: 5317.613770
	Iteration 135F: 3 clusters Score -8379984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -178701.578125 Penalty: 1717.059937
	Iteration 0F: 2 clusters Score -178701.6 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 492 members 
Entering Unmasked Estep 
Score: -176765.031250 Penalty: 3434.119873
	Iteration 0F: 3 clusters Score -176765 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -177068.796875 Penalty: 3434.119873
	Iteration 1F: 3 clusters Score -177068.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -177151.500000 Penalty: 3434.119873
	Iteration 2F: 3 clusters Score -177151.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -177195.406250 Penalty: 3434.119873
	Iteration 3Q: 3 clusters Score -177195.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -177216.921875 Penalty: 3434.119873
	Iteration 4Q: 3 clusters Score -177216.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -177233.328125 Penalty: 3434.119873
	Iteration 5Q: 3 clusters Score -177233.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -177243.796875 Penalty: 3434.119873
	Iteration 6Q: 3 clusters Score -177243.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -177250.328125 Penalty: 3434.119873
	Iteration 7Q: 3 clusters Score -177250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -177257.687500 Penalty: 3434.119873
	Iteration 8Q: 3 clusters Score -177257.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -177259.796875 Penalty: 3434.119873
	Iteration 9Q: 3 clusters Score -177259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -177265.250000 Penalty: 3434.119873
	Iteration 10Q: 3 clusters Score -177265.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -177268.812500 Penalty: 3434.119873
	Iteration 11Q: 3 clusters Score -177268.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -177273.453125 Penalty: 3434.119873
	Iteration 12Q: 3 clusters Score -177273.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -177279.171875 Penalty: 3434.119873
	Iteration 13Q: 3 clusters Score -177279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -177284.703125 Penalty: 3434.119873
	Iteration 14Q: 3 clusters Score -177284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -177287.250000 Penalty: 3434.119873
	Iteration 15Q: 3 clusters Score -177287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -177288.953125 Penalty: 3434.119873
	Iteration 16Q: 3 clusters Score -177289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -177290.125000 Penalty: 3434.119873
	Iteration 17Q: 3 clusters Score -177290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -177291.671875 Penalty: 3434.119873
	Iteration 18Q: 3 clusters Score -177291.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -177291.671875 Penalty: 3434.119873
	Iteration 19F: 3 clusters Score -177291.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Entering Unmasked Estep 
Score: -8229086.000000 Penalty: 2653.841309
	Iteration 0F: 2 clusters Score -8229086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -8199384.500000 Penalty: 5307.682617
	Iteration 0F: 3 clusters Score -8199384 nChanged 20449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -8210744.500000 Penalty: 5307.682617
	Iteration 1F: 3 clusters Score -8210744 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -8211159.500000 Penalty: 5307.682617
	Iteration 2Q: 3 clusters Score -8211160 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
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Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 23114 members 
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Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 23417 members 
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Mstep: Class 1 contains 19845 members 
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Mstep: Class 1 contains 19024 members 
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	Iteration 8Q: 3 clusters Score -8214392 nChanged 2063
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Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 26312 members 
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Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8219026 nChanged 2228
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Mstep: Class 2 contains 28708 members 
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	Iteration 12F: 3 clusters Score -8220361 nChanged 1669
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Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8221046 nChanged 1115
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Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8221466 nChanged 854
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Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8222070 nChanged 813
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	Iteration 17Q: 3 clusters Score -8222415 nChanged 798
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Mstep: Class 2 contains 30084 members 
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	Iteration 18Q: 3 clusters Score -8222692 nChanged 727
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8222944 nChanged 677
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Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8223198 nChanged 649
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Mstep: Class 2 contains 30321 members 
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	Iteration 21Q: 3 clusters Score -8223424 nChanged 617
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Mstep: Class 2 contains 30366 members 
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	Iteration 22Q: 3 clusters Score -8223635 nChanged 542
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Mstep: Class 2 contains 30410 members 
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	Iteration 23Q: 3 clusters Score -8223800 nChanged 501
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	Iteration 24Q: 3 clusters Score -8223924 nChanged 455
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Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8224041 nChanged 442
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	Iteration 26Q: 3 clusters Score -8224140 nChanged 452
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	Iteration 27Q: 3 clusters Score -8224294 nChanged 394
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	Iteration 28Q: 3 clusters Score -8224414 nChanged 312
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	Iteration 29Q: 3 clusters Score -8224452 nChanged 229
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	Iteration 30Q: 3 clusters Score -8224492 nChanged 174
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	Iteration 31Q: 3 clusters Score -8224506 nChanged 156
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	Iteration 32Q: 3 clusters Score -8224489 nChanged 106
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	Iteration 33Q: 3 clusters Score -8224504 nChanged 94
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	Iteration 34Q: 3 clusters Score -8224490 nChanged 99
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	Iteration 35Q: 3 clusters Score -8224492 nChanged 79
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	Iteration 36Q: 3 clusters Score -8224510 nChanged 75
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	Iteration 37Q: 3 clusters Score -8224518 nChanged 68
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	Iteration 38Q: 3 clusters Score -8224504 nChanged 80
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	Iteration 39Q: 3 clusters Score -8224518 nChanged 68
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Mstep: Class 2 contains 30216 members 
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	Iteration 40F: 3 clusters Score -8224508 nChanged 70
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8224519 nChanged 80
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	Iteration 42Q: 3 clusters Score -8224527 nChanged 80
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	Iteration 43Q: 3 clusters Score -8224539 nChanged 77
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	Iteration 44Q: 3 clusters Score -8224539 nChanged 66
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	Iteration 45Q: 3 clusters Score -8224531 nChanged 58
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	Iteration 46Q: 3 clusters Score -8224533 nChanged 52
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	Iteration 47Q: 3 clusters Score -8224534 nChanged 49
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	Iteration 48Q: 3 clusters Score -8224546 nChanged 34
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	Iteration 49Q: 3 clusters Score -8224536 nChanged 32
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	Iteration 50Q: 3 clusters Score -8224540 nChanged 20
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	Iteration 51Q: 3 clusters Score -8224531 nChanged 26
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8224529 nChanged 19
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	Iteration 53Q: 3 clusters Score -8224525 nChanged 12
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	Iteration 54Q: 3 clusters Score -8224518 nChanged 4
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	Iteration 55Q: 3 clusters Score -8224529 nChanged 7
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	Iteration 56Q: 3 clusters Score -8224539 nChanged 6
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	Iteration 57Q: 3 clusters Score -8224532 nChanged 5
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	Iteration 58Q: 3 clusters Score -8224528 nChanged 5
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	Iteration 59Q: 3 clusters Score -8224527 nChanged 7
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	Iteration 60F: 3 clusters Score -8224526 nChanged 7
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	Iteration 61Q: 3 clusters Score -8224528 nChanged 5
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	Iteration 62Q: 3 clusters Score -8224526 nChanged 7
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	Iteration 63Q: 3 clusters Score -8224516 nChanged 5
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	Iteration 64Q: 3 clusters Score -8224517 nChanged 4
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	Iteration 65Q: 3 clusters Score -8224520 nChanged 3
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	Iteration 66Q: 3 clusters Score -8224518 nChanged 4
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	Iteration 67Q: 3 clusters Score -8224520 nChanged 2
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	Iteration 68Q: 3 clusters Score -8224518 nChanged 1
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	Iteration 69Q: 3 clusters Score -8224525 nChanged 2
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	Iteration 70Q: 3 clusters Score -8224524 nChanged 3
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	Iteration 71Q: 3 clusters Score -8224526 nChanged 4
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	Iteration 72Q: 3 clusters Score -8224524 nChanged 3
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	Iteration 73Q: 3 clusters Score -8224531 nChanged 6
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	Iteration 74Q: 3 clusters Score -8224521 nChanged 6
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	Iteration 75Q: 3 clusters Score -8224522 nChanged 9
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	Iteration 76Q: 3 clusters Score -8224518 nChanged 13
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	Iteration 77Q: 3 clusters Score -8224514 nChanged 10
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	Iteration 78Q: 3 clusters Score -8224514 nChanged 14
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	Iteration 79Q: 3 clusters Score -8224492 nChanged 12
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	Iteration 80F: 3 clusters Score -8224497 nChanged 9
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	Iteration 81Q: 3 clusters Score -8224494 nChanged 15
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	Iteration 82Q: 3 clusters Score -8224490 nChanged 16
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	Iteration 83Q: 3 clusters Score -8224485 nChanged 15
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	Iteration 84Q: 3 clusters Score -8224488 nChanged 15
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	Iteration 85Q: 3 clusters Score -8224487 nChanged 16
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	Iteration 86Q: 3 clusters Score -8224494 nChanged 16
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	Iteration 87Q: 3 clusters Score -8224498 nChanged 17
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	Iteration 88Q: 3 clusters Score -8224504 nChanged 15
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	Iteration 89Q: 3 clusters Score -8224510 nChanged 4
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	Iteration 90Q: 3 clusters Score -8224510 nChanged 7
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	Iteration 91Q: 3 clusters Score -8224512 nChanged 9
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	Iteration 92Q: 3 clusters Score -8224510 nChanged 7
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	Iteration 93Q: 3 clusters Score -8224511 nChanged 5
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	Iteration 94Q: 3 clusters Score -8224502 nChanged 9
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	Iteration 95Q: 3 clusters Score -8224496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -8224496.000000 Penalty: 5307.682617
	Iteration 96Q: 3 clusters Score -8224496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -8224495.000000 Penalty: 5307.682617
	Iteration 97Q: 3 clusters Score -8224495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -8224484.500000 Penalty: 5307.682617
	Iteration 98Q: 3 clusters Score -8224484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -8224486.000000 Penalty: 5307.682617
	Iteration 99Q: 3 clusters Score -8224486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -8224482.000000 Penalty: 5307.682617
	Iteration 100F: 3 clusters Score -8224482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -8224488.000000 Penalty: 5307.682617
	Iteration 101Q: 3 clusters Score -8224488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -8224481.500000 Penalty: 5307.682617
	Iteration 102Q: 3 clusters Score -8224482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -8224482.000000 Penalty: 5307.682617
	Iteration 103Q: 3 clusters Score -8224482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -8224484.500000 Penalty: 5307.682617
	Iteration 104Q: 3 clusters Score -8224484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -8224479.500000 Penalty: 5307.682617
	Iteration 105Q: 3 clusters Score -8224480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -8224476.000000 Penalty: 5307.682617
	Iteration 106Q: 3 clusters Score -8224476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -8224479.500000 Penalty: 5307.682617
	Iteration 107Q: 3 clusters Score -8224480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -8224481.500000 Penalty: 5307.682617
	Iteration 108Q: 3 clusters Score -8224482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -8224481.500000 Penalty: 5307.682617
	Iteration 109F: 3 clusters Score -8224482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -59322.312500 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -59322.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58125.378906 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -58125.38 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -59491.035156 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -59491.04 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -60619.070312 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -60619.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -60950.519531 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -60950.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -61050.882812 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -61050.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -61090.906250 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -61090.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -61105.390625 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -61105.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61107.843750 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -61107.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -61107.843750 Penalty: 3191.535156
	Iteration 8F: 3 clusters Score -61107.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 41073 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47320 members 
Mstep: Class 5 contains 2619 members 
Mstep: Class 6 contains 43515 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44675 members 
Mstep: Class 9 contains 42179 members 
Mstep: Class 10 contains 45297 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 44399 members 
Mstep: Class 13 contains 231 members 
Mstep: Class 14 contains 41403 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 43093 members 
Mstep: Class 17 contains 41421 members 
Mstep: Class 18 contains 38593 members 
Mstep: Class 19 contains 43568 members 
Mstep: Class 20 contains 33494 members 
Mstep: Class 21 contains 45223 members 
Mstep: Class 22 contains 51083 members 
Mstep: Class 23 contains 392 members 
Entering Unmasked Estep 
Score: -126923664.000000 Penalty: 76758.679688
Splitting cluster 13 changes total score from -126923568.000000 to -126923664.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (41403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Entering Unmasked Estep 
Score: -7689140.500000 Penalty: 2636.514893
	Iteration 0F: 2 clusters Score -7689140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -7662054.000000 Penalty: 5273.029785
	Iteration 0F: 3 clusters Score -7662054 nChanged 19020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -7672663.500000 Penalty: 5273.029785
	Iteration 1F: 3 clusters Score -7672664 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -7673261.000000 Penalty: 5273.029785
	Iteration 2Q: 3 clusters Score -7673261 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -7673864.000000 Penalty: 5273.029785
	Iteration 3Q: 3 clusters Score -7673864 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -7674533.500000 Penalty: 5273.029785
	Iteration 4Q: 3 clusters Score -7674534 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -7675302.000000 Penalty: 5273.029785
	Iteration 5Q: 3 clusters Score -7675302 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -7676244.000000 Penalty: 5273.029785
	Iteration 6Q: 3 clusters Score -7676244 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -7677640.000000 Penalty: 5273.029785
	Iteration 7F: 3 clusters Score -7677640 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -7679386.000000 Penalty: 5273.029785
	Iteration 8F: 3 clusters Score -7679386 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -7681262.500000 Penalty: 5273.029785
	Iteration 9F: 3 clusters Score -7681262 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -7682860.000000 Penalty: 5273.029785
	Iteration 10F: 3 clusters Score -7682860 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -7683940.500000 Penalty: 5273.029785
	Iteration 11Q: 3 clusters Score -7683940 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -7684578.000000 Penalty: 5273.029785
	Iteration 12Q: 3 clusters Score -7684578 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -7684871.500000 Penalty: 5273.029785
	Iteration 13Q: 3 clusters Score -7684872 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -7685156.000000 Penalty: 5273.029785
	Iteration 14Q: 3 clusters Score -7685156 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -7685360.000000 Penalty: 5273.029785
	Iteration 15Q: 3 clusters Score -7685360 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -7685561.500000 Penalty: 5273.029785
	Iteration 16Q: 3 clusters Score -7685562 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -7685807.500000 Penalty: 5273.029785
	Iteration 17Q: 3 clusters Score -7685808 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -7686057.000000 Penalty: 5273.029785
	Iteration 18Q: 3 clusters Score -7686057 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -7686254.500000 Penalty: 5273.029785
	Iteration 19Q: 3 clusters Score -7686254 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -7686434.500000 Penalty: 5273.029785
	Iteration 20F: 3 clusters Score -7686434 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -7686625.500000 Penalty: 5273.029785
	Iteration 21Q: 3 clusters Score -7686626 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -7686717.500000 Penalty: 5273.029785
	Iteration 22Q: 3 clusters Score -7686718 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -7686828.500000 Penalty: 5273.029785
	Iteration 23Q: 3 clusters Score -7686828 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -7686905.000000 Penalty: 5273.029785
	Iteration 24Q: 3 clusters Score -7686905 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -7687002.000000 Penalty: 5273.029785
	Iteration 25Q: 3 clusters Score -7687002 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -7687084.500000 Penalty: 5273.029785
	Iteration 26Q: 3 clusters Score -7687084 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -7687138.500000 Penalty: 5273.029785
	Iteration 27Q: 3 clusters Score -7687138 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -7687144.000000 Penalty: 5273.029785
	Iteration 28Q: 3 clusters Score -7687144 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -7687199.500000 Penalty: 5273.029785
	Iteration 29Q: 3 clusters Score -7687200 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -7687247.500000 Penalty: 5273.029785
	Iteration 30Q: 3 clusters Score -7687248 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -7687289.000000 Penalty: 5273.029785
	Iteration 31Q: 3 clusters Score -7687289 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -7687316.500000 Penalty: 5273.029785
	Iteration 32Q: 3 clusters Score -7687316 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -7687342.000000 Penalty: 5273.029785
	Iteration 33Q: 3 clusters Score -7687342 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -7687359.000000 Penalty: 5273.029785
	Iteration 34Q: 3 clusters Score -7687359 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -7687372.500000 Penalty: 5273.029785
	Iteration 35Q: 3 clusters Score -7687372 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -7687375.000000 Penalty: 5273.029785
	Iteration 36Q: 3 clusters Score -7687375 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -7687380.500000 Penalty: 5273.029785
	Iteration 37Q: 3 clusters Score -7687380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -7687370.000000 Penalty: 5273.029785
	Iteration 38Q: 3 clusters Score -7687370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -7687386.500000 Penalty: 5273.029785
	Iteration 39Q: 3 clusters Score -7687386 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -7687401.000000 Penalty: 5273.029785
	Iteration 40F: 3 clusters Score -7687401 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -7687397.000000 Penalty: 5273.029785
	Iteration 41Q: 3 clusters Score -7687397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -7687391.000000 Penalty: 5273.029785
	Iteration 42Q: 3 clusters Score -7687391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -7687391.000000 Penalty: 5273.029785
	Iteration 43Q: 3 clusters Score -7687391 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -7687411.500000 Penalty: 5273.029785
	Iteration 44Q: 3 clusters Score -7687412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7687412.000000 Penalty: 5273.029785
	Iteration 45Q: 3 clusters Score -7687412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -7687394.500000 Penalty: 5273.029785
	Iteration 46Q: 3 clusters Score -7687394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -7687400.500000 Penalty: 5273.029785
	Iteration 47Q: 3 clusters Score -7687400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -7687419.000000 Penalty: 5273.029785
	Iteration 48Q: 3 clusters Score -7687419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -7687411.500000 Penalty: 5273.029785
	Iteration 49Q: 3 clusters Score -7687412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -7687409.500000 Penalty: 5273.029785
	Iteration 50Q: 3 clusters Score -7687410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -7687406.500000 Penalty: 5273.029785
	Iteration 51Q: 3 clusters Score -7687406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -7687408.000000 Penalty: 5273.029785
	Iteration 52Q: 3 clusters Score -7687408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -7687402.000000 Penalty: 5273.029785
	Iteration 53Q: 3 clusters Score -7687402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -7687402.000000 Penalty: 5273.029785
	Iteration 54Q: 3 clusters Score -7687402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -7687402.500000 Penalty: 5273.029785
	Iteration 55Q: 3 clusters Score -7687402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -7687404.500000 Penalty: 5273.029785
	Iteration 56Q: 3 clusters Score -7687404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -7687405.000000 Penalty: 5273.029785
	Iteration 57Q: 3 clusters Score -7687405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -7687402.500000 Penalty: 5273.029785
	Iteration 58Q: 3 clusters Score -7687402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -7687407.000000 Penalty: 5273.029785
	Iteration 59Q: 3 clusters Score -7687407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -7687398.500000 Penalty: 5273.029785
	Iteration 60F: 3 clusters Score -7687398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -7687400.500000 Penalty: 5273.029785
	Iteration 61Q: 3 clusters Score -7687400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -7687398.500000 Penalty: 5273.029785
	Iteration 62Q: 3 clusters Score -7687398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -7687401.500000 Penalty: 5273.029785
	Iteration 63Q: 3 clusters Score -7687402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -7687393.500000 Penalty: 5273.029785
	Iteration 64Q: 3 clusters Score -7687394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -7687396.500000 Penalty: 5273.029785
	Iteration 65Q: 3 clusters Score -7687396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -7687394.000000 Penalty: 5273.029785
	Iteration 66Q: 3 clusters Score -7687394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -7687398.500000 Penalty: 5273.029785
	Iteration 67Q: 3 clusters Score -7687398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -7687393.000000 Penalty: 5273.029785
	Iteration 68Q: 3 clusters Score -7687393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -7687399.500000 Penalty: 5273.029785
	Iteration 69Q: 3 clusters Score -7687400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -7687399.000000 Penalty: 5273.029785
	Iteration 70Q: 3 clusters Score -7687399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -7687396.500000 Penalty: 5273.029785
	Iteration 71Q: 3 clusters Score -7687396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -7687393.000000 Penalty: 5273.029785
	Iteration 72Q: 3 clusters Score -7687393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -7687396.500000 Penalty: 5273.029785
	Iteration 73Q: 3 clusters Score -7687396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -7687391.000000 Penalty: 5273.029785
	Iteration 74Q: 3 clusters Score -7687391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -7687396.000000 Penalty: 5273.029785
	Iteration 75Q: 3 clusters Score -7687396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -7687400.000000 Penalty: 5273.029785
	Iteration 76Q: 3 clusters Score -7687400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -7687399.000000 Penalty: 5273.029785
	Iteration 77Q: 3 clusters Score -7687399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -7687400.000000 Penalty: 5273.029785
	Iteration 78Q: 3 clusters Score -7687400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -7687398.000000 Penalty: 5273.029785
	Iteration 79Q: 3 clusters Score -7687398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -7687408.000000 Penalty: 5273.029785
	Iteration 80F: 3 clusters Score -7687408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -7687407.000000 Penalty: 5273.029785
	Iteration 81Q: 3 clusters Score -7687407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -7687409.500000 Penalty: 5273.029785
	Iteration 82Q: 3 clusters Score -7687410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -7687404.000000 Penalty: 5273.029785
	Iteration 83Q: 3 clusters Score -7687404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -7687406.500000 Penalty: 5273.029785
	Iteration 84Q: 3 clusters Score -7687406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -7687404.000000 Penalty: 5273.029785
	Iteration 85Q: 3 clusters Score -7687404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -7687402.500000 Penalty: 5273.029785
	Iteration 86Q: 3 clusters Score -7687402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -7687401.000000 Penalty: 5273.029785
	Iteration 87Q: 3 clusters Score -7687401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -7687407.500000 Penalty: 5273.029785
	Iteration 88Q: 3 clusters Score -7687408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -7687412.000000 Penalty: 5273.029785
	Iteration 89Q: 3 clusters Score -7687412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -7687404.000000 Penalty: 5273.029785
	Iteration 90Q: 3 clusters Score -7687404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -7687396.500000 Penalty: 5273.029785
	Iteration 91Q: 3 clusters Score -7687396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -7687402.500000 Penalty: 5273.029785
	Iteration 92Q: 3 clusters Score -7687402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -7687402.500000 Penalty: 5273.029785
	Iteration 93Q: 3 clusters Score -7687402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -7687392.500000 Penalty: 5273.029785
	Iteration 94Q: 3 clusters Score -7687392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -7687391.000000 Penalty: 5273.029785
	Iteration 95Q: 3 clusters Score -7687391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -7687378.500000 Penalty: 5273.029785
	Iteration 96Q: 3 clusters Score -7687378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -7687387.500000 Penalty: 5273.029785
	Iteration 97Q: 3 clusters Score -7687388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -7687380.500000 Penalty: 5273.029785
	Iteration 98Q: 3 clusters Score -7687380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -7687393.500000 Penalty: 5273.029785
	Iteration 99Q: 3 clusters Score -7687394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -7687389.000000 Penalty: 5273.029785
	Iteration 100F: 3 clusters Score -7687389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -7687390.000000 Penalty: 5273.029785
	Iteration 101Q: 3 clusters Score -7687390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -7687389.500000 Penalty: 5273.029785
	Iteration 102Q: 3 clusters Score -7687390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -7687382.500000 Penalty: 5273.029785
	Iteration 103Q: 3 clusters Score -7687382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -7687403.000000 Penalty: 5273.029785
	Iteration 104Q: 3 clusters Score -7687403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -7687397.000000 Penalty: 5273.029785
	Iteration 105Q: 3 clusters Score -7687397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -7687401.000000 Penalty: 5273.029785
	Iteration 106Q: 3 clusters Score -7687401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -7687396.000000 Penalty: 5273.029785
	Iteration 107Q: 3 clusters Score -7687396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -7687388.500000 Penalty: 5273.029785
	Iteration 108Q: 3 clusters Score -7687388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -7687380.500000 Penalty: 5273.029785
	Iteration 109Q: 3 clusters Score -7687380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -7687375.500000 Penalty: 5273.029785
	Iteration 110Q: 3 clusters Score -7687376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -7687385.500000 Penalty: 5273.029785
	Iteration 111Q: 3 clusters Score -7687386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -7687376.500000 Penalty: 5273.029785
	Iteration 112Q: 3 clusters Score -7687376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -7687382.000000 Penalty: 5273.029785
	Iteration 113Q: 3 clusters Score -7687382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -7687390.500000 Penalty: 5273.029785
	Iteration 114Q: 3 clusters Score -7687390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -7687386.500000 Penalty: 5273.029785
	Iteration 115Q: 3 clusters Score -7687386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -7687380.000000 Penalty: 5273.029785
	Iteration 116Q: 3 clusters Score -7687380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -7687380.000000 Penalty: 5273.029785
	Iteration 117F: 3 clusters Score -7687380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Entering Unmasked Estep 
Score: -154012.250000 Penalty: 1749.074829
	Iteration 0F: 2 clusters Score -154012.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -152088.640625 Penalty: 3498.149658
	Iteration 0F: 3 clusters Score -152088.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -152978.218750 Penalty: 3498.149658
	Iteration 1F: 3 clusters Score -152978.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -153571.546875 Penalty: 3498.149658
	Iteration 2F: 3 clusters Score -153571.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -154191.562500 Penalty: 3498.149658
	Iteration 3F: 3 clusters Score -154191.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -154686.531250 Penalty: 3498.149658
	Iteration 4F: 3 clusters Score -154686.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -154943.703125 Penalty: 3498.149658
	Iteration 5Q: 3 clusters Score -154943.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -155105.968750 Penalty: 3498.149658
	Iteration 6Q: 3 clusters Score -155106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155185.031250 Penalty: 3498.149658
	Iteration 7Q: 3 clusters Score -155185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -155236.453125 Penalty: 3498.149658
	Iteration 8Q: 3 clusters Score -155236.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -155259.968750 Penalty: 3498.149658
	Iteration 9Q: 3 clusters Score -155260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -155261.921875 Penalty: 3498.149658
	Iteration 10Q: 3 clusters Score -155261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -155262.937500 Penalty: 3498.149658
	Iteration 11Q: 3 clusters Score -155262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155263.875000 Penalty: 3498.149658
	Iteration 12Q: 3 clusters Score -155263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -155270.046875 Penalty: 3498.149658
	Iteration 13F: 3 clusters Score -155270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -155296.281250 Penalty: 3498.149658
	Iteration 14Q: 3 clusters Score -155296.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -155362.281250 Penalty: 3498.149658
	Iteration 15Q: 3 clusters Score -155362.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -155447.531250 Penalty: 3498.149658
	Iteration 16Q: 3 clusters Score -155447.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -155515.906250 Penalty: 3498.149658
	Iteration 17Q: 3 clusters Score -155515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -155534.937500 Penalty: 3498.149658
	Iteration 18Q: 3 clusters Score -155534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -155537.484375 Penalty: 3498.149658
	Iteration 19Q: 3 clusters Score -155537.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -155537.484375 Penalty: 3498.149658
	Iteration 20F: 3 clusters Score -155537.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 41073 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47320 members 
Mstep: Class 5 contains 2619 members 
Mstep: Class 6 contains 43515 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44675 members 
Mstep: Class 9 contains 42179 members 
Mstep: Class 10 contains 45297 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 44399 members 
Mstep: Class 13 contains 231 members 
Mstep: Class 14 contains 41403 members 
Mstep: Class 15 contains 573 members 
Mstep: Class 16 contains 43093 members 
Mstep: Class 17 contains 41421 members 
Mstep: Class 18 contains 38593 members 
Mstep: Class 19 contains 43568 members 
Mstep: Class 20 contains 33494 members 
Mstep: Class 21 contains 45223 members 
Mstep: Class 22 contains 51083 members 
Mstep: Class 23 contains 392 members 
Mstep: Class 24 contains 583 members 
Entering Unmasked Estep 
Score: -126923584.000000 Penalty: 80096.007812
Splitting cluster 15 changes total score from -126923568.000000 to -126923584.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (43093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Entering Unmasked Estep 
Score: -8028372.500000 Penalty: 2646.436768
	Iteration 0F: 2 clusters Score -8028372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -8000418.000000 Penalty: 5292.873535
	Iteration 0F: 3 clusters Score -8000418 nChanged 19620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -8011172.500000 Penalty: 5292.873535
	Iteration 1F: 3 clusters Score -8011172 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -8011679.000000 Penalty: 5292.873535
	Iteration 2Q: 3 clusters Score -8011679 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -8012085.500000 Penalty: 5292.873535
	Iteration 3Q: 3 clusters Score -8012086 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -8012423.000000 Penalty: 5292.873535
	Iteration 4Q: 3 clusters Score -8012423 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -8012783.000000 Penalty: 5292.873535
	Iteration 5Q: 3 clusters Score -8012783 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -8013148.000000 Penalty: 5292.873535
	Iteration 6Q: 3 clusters Score -8013148 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -8013579.500000 Penalty: 5292.873535
	Iteration 7Q: 3 clusters Score -8013580 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -8014214.500000 Penalty: 5292.873535
	Iteration 8Q: 3 clusters Score -8014214 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -8015037.500000 Penalty: 5292.873535
	Iteration 9Q: 3 clusters Score -8015038 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -8016190.000000 Penalty: 5292.873535
	Iteration 10Q: 3 clusters Score -8016190 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -8017624.000000 Penalty: 5292.873535
	Iteration 11F: 3 clusters Score -8017624 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -8019423.500000 Penalty: 5292.873535
	Iteration 12F: 3 clusters Score -8019424 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -8021357.000000 Penalty: 5292.873535
	Iteration 13F: 3 clusters Score -8021357 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -8022982.000000 Penalty: 5292.873535
	Iteration 14Q: 3 clusters Score -8022982 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -8024043.000000 Penalty: 5292.873535
	Iteration 15Q: 3 clusters Score -8024043 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -8024622.000000 Penalty: 5292.873535
	Iteration 16Q: 3 clusters Score -8024622 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -8025049.000000 Penalty: 5292.873535
	Iteration 17Q: 3 clusters Score -8025049 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -8025367.500000 Penalty: 5292.873535
	Iteration 18Q: 3 clusters Score -8025368 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -8025612.500000 Penalty: 5292.873535
	Iteration 19Q: 3 clusters Score -8025612 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -8025779.500000 Penalty: 5292.873535
	Iteration 20F: 3 clusters Score -8025780 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -8025954.500000 Penalty: 5292.873535
	Iteration 21Q: 3 clusters Score -8025954 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -8026075.000000 Penalty: 5292.873535
	Iteration 22Q: 3 clusters Score -8026075 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -8026137.500000 Penalty: 5292.873535
	Iteration 23Q: 3 clusters Score -8026138 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -8026187.500000 Penalty: 5292.873535
	Iteration 24Q: 3 clusters Score -8026188 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -8026202.000000 Penalty: 5292.873535
	Iteration 25Q: 3 clusters Score -8026202 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -8026241.000000 Penalty: 5292.873535
	Iteration 26Q: 3 clusters Score -8026241 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -8026258.000000 Penalty: 5292.873535
	Iteration 27Q: 3 clusters Score -8026258 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -8026279.000000 Penalty: 5292.873535
	Iteration 28Q: 3 clusters Score -8026279 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -8026328.500000 Penalty: 5292.873535
	Iteration 29Q: 3 clusters Score -8026328 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -8026313.000000 Penalty: 5292.873535
	Iteration 30Q: 3 clusters Score -8026313 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -8026298.000000 Penalty: 5292.873535
	Iteration 31Q: 3 clusters Score -8026298 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -8026312.000000 Penalty: 5292.873535
	Iteration 32Q: 3 clusters Score -8026312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -8026331.500000 Penalty: 5292.873535
	Iteration 33Q: 3 clusters Score -8026332 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -8026319.000000 Penalty: 5292.873535
	Iteration 34Q: 3 clusters Score -8026319 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -8026322.000000 Penalty: 5292.873535
	Iteration 35Q: 3 clusters Score -8026322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -8026325.000000 Penalty: 5292.873535
	Iteration 36Q: 3 clusters Score -8026325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -8026327.000000 Penalty: 5292.873535
	Iteration 37Q: 3 clusters Score -8026327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -8026334.500000 Penalty: 5292.873535
	Iteration 38Q: 3 clusters Score -8026334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -8026321.500000 Penalty: 5292.873535
	Iteration 39Q: 3 clusters Score -8026322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -8026336.000000 Penalty: 5292.873535
	Iteration 40F: 3 clusters Score -8026336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -8026335.000000 Penalty: 5292.873535
	Iteration 41Q: 3 clusters Score -8026335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -8026332.500000 Penalty: 5292.873535
	Iteration 42Q: 3 clusters Score -8026332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -8026338.500000 Penalty: 5292.873535
	Iteration 43Q: 3 clusters Score -8026338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -8026338.000000 Penalty: 5292.873535
	Iteration 44Q: 3 clusters Score -8026338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -8026347.500000 Penalty: 5292.873535
	Iteration 45Q: 3 clusters Score -8026348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -8026360.500000 Penalty: 5292.873535
	Iteration 46Q: 3 clusters Score -8026360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -8026366.000000 Penalty: 5292.873535
	Iteration 47Q: 3 clusters Score -8026366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -8026363.000000 Penalty: 5292.873535
	Iteration 48Q: 3 clusters Score -8026363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -8026362.000000 Penalty: 5292.873535
	Iteration 49Q: 3 clusters Score -8026362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -8026354.000000 Penalty: 5292.873535
	Iteration 50Q: 3 clusters Score -8026354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -8026354.000000 Penalty: 5292.873535
	Iteration 51F: 3 clusters Score -8026354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Entering Unmasked Estep 
Score: -7598690.000000 Penalty: 2636.622803
	Iteration 0F: 2 clusters Score -7598690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -7570562.000000 Penalty: 5273.245605
	Iteration 0F: 3 clusters Score -7570562 nChanged 19100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -7581267.500000 Penalty: 5273.245605
	Iteration 1F: 3 clusters Score -7581268 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -7581978.500000 Penalty: 5273.245605
	Iteration 2Q: 3 clusters Score -7581978 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -7582985.500000 Penalty: 5273.245605
	Iteration 3F: 3 clusters Score -7582986 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -7584423.000000 Penalty: 5273.245605
	Iteration 4F: 3 clusters Score -7584423 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -7586625.000000 Penalty: 5273.245605
	Iteration 5F: 3 clusters Score -7586625 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -7589646.000000 Penalty: 5273.245605
	Iteration 6F: 3 clusters Score -7589646 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7592805.000000 Penalty: 5273.245605
	Iteration 7F: 3 clusters Score -7592805 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7594877.000000 Penalty: 5273.245605
	Iteration 8F: 3 clusters Score -7594877 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7595757.000000 Penalty: 5273.245605
	Iteration 9Q: 3 clusters Score -7595757 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7596090.500000 Penalty: 5273.245605
	Iteration 10Q: 3 clusters Score -7596090 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7596222.500000 Penalty: 5273.245605
	Iteration 11Q: 3 clusters Score -7596222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -7596285.500000 Penalty: 5273.245605
	Iteration 12Q: 3 clusters Score -7596286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7596317.500000 Penalty: 5273.245605
	Iteration 13Q: 3 clusters Score -7596318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7596327.500000 Penalty: 5273.245605
	Iteration 14Q: 3 clusters Score -7596328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7596324.000000 Penalty: 5273.245605
	Iteration 15Q: 3 clusters Score -7596324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7596325.500000 Penalty: 5273.245605
	Iteration 16Q: 3 clusters Score -7596326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7596325.000000 Penalty: 5273.245605
	Iteration 17Q: 3 clusters Score -7596325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -7596325.000000 Penalty: 5273.245605
	Iteration 18F: 3 clusters Score -7596325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Entering Unmasked Estep 
Score: -7070288.500000 Penalty: 2619.084961
	Iteration 0F: 2 clusters Score -7070288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -7044173.500000 Penalty: 5238.169922
	Iteration 0F: 3 clusters Score -7044174 nChanged 17633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -7053821.000000 Penalty: 5238.169922
	Iteration 1F: 3 clusters Score -7053821 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -7054353.000000 Penalty: 5238.169922
	Iteration 2Q: 3 clusters Score -7054353 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -7054901.500000 Penalty: 5238.169922
	Iteration 3Q: 3 clusters Score -7054902 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -7055442.500000 Penalty: 5238.169922
	Iteration 4Q: 3 clusters Score -7055442 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -7056103.500000 Penalty: 5238.169922
	Iteration 5Q: 3 clusters Score -7056104 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -7057054.000000 Penalty: 5238.169922
	Iteration 6Q: 3 clusters Score -7057054 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -7058318.500000 Penalty: 5238.169922
	Iteration 7Q: 3 clusters Score -7058318 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -7059764.500000 Penalty: 5238.169922
	Iteration 8F: 3 clusters Score -7059764 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -7061277.500000 Penalty: 5238.169922
	Iteration 9F: 3 clusters Score -7061278 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -7062742.000000 Penalty: 5238.169922
	Iteration 10F: 3 clusters Score -7062742 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -7064067.500000 Penalty: 5238.169922
	Iteration 11Q: 3 clusters Score -7064068 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -7065032.500000 Penalty: 5238.169922
	Iteration 12Q: 3 clusters Score -7065032 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -7065869.000000 Penalty: 5238.169922
	Iteration 13Q: 3 clusters Score -7065869 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -7066519.500000 Penalty: 5238.169922
	Iteration 14Q: 3 clusters Score -7066520 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -7066958.000000 Penalty: 5238.169922
	Iteration 15Q: 3 clusters Score -7066958 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -7067258.000000 Penalty: 5238.169922
	Iteration 16Q: 3 clusters Score -7067258 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -7067493.000000 Penalty: 5238.169922
	Iteration 17Q: 3 clusters Score -7067493 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -7067665.000000 Penalty: 5238.169922
	Iteration 18Q: 3 clusters Score -7067665 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -7067750.000000 Penalty: 5238.169922
	Iteration 19Q: 3 clusters Score -7067750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -7067802.500000 Penalty: 5238.169922
	Iteration 20F: 3 clusters Score -7067802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -7067853.000000 Penalty: 5238.169922
	Iteration 21Q: 3 clusters Score -7067853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -7067898.000000 Penalty: 5238.169922
	Iteration 22Q: 3 clusters Score -7067898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -7067920.500000 Penalty: 5238.169922
	Iteration 23Q: 3 clusters Score -7067920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -7067946.500000 Penalty: 5238.169922
	Iteration 24Q: 3 clusters Score -7067946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -7067980.500000 Penalty: 5238.169922
	Iteration 25Q: 3 clusters Score -7067980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -7068008.000000 Penalty: 5238.169922
	Iteration 26Q: 3 clusters Score -7068008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -7068022.000000 Penalty: 5238.169922
	Iteration 27Q: 3 clusters Score -7068022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
Score: -7068042.500000 Penalty: 5238.169922
	Iteration 28Q: 3 clusters Score -7068042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -7068049.000000 Penalty: 5238.169922
	Iteration 29Q: 3 clusters Score -7068049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -7068053.000000 Penalty: 5238.169922
	Iteration 30Q: 3 clusters Score -7068053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -7068056.500000 Penalty: 5238.169922
	Iteration 31Q: 3 clusters Score -7068056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -7068052.500000 Penalty: 5238.169922
	Iteration 32Q: 3 clusters Score -7068052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -7068060.000000 Penalty: 5238.169922
	Iteration 33Q: 3 clusters Score -7068060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -7068064.500000 Penalty: 5238.169922
	Iteration 34Q: 3 clusters Score -7068064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -7068064.500000 Penalty: 5238.169922
	Iteration 35F: 3 clusters Score -7068064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Entering Unmasked Estep 
Score: -8077308.000000 Penalty: 2649.155518
	Iteration 0F: 2 clusters Score -8077308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -8048933.500000 Penalty: 5298.311035
	Iteration 0F: 3 clusters Score -8048934 nChanged 19927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -8059921.500000 Penalty: 5298.311035
	Iteration 1F: 3 clusters Score -8059922 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -8060418.000000 Penalty: 5298.311035
	Iteration 2Q: 3 clusters Score -8060418 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -8060814.000000 Penalty: 5298.311035
	Iteration 3Q: 3 clusters Score -8060814 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -8061185.000000 Penalty: 5298.311035
	Iteration 4Q: 3 clusters Score -8061185 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -8061655.000000 Penalty: 5298.311035
	Iteration 5Q: 3 clusters Score -8061655 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -8062368.000000 Penalty: 5298.311035
	Iteration 6Q: 3 clusters Score -8062368 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -8063369.500000 Penalty: 5298.311035
	Iteration 7Q: 3 clusters Score -8063370 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -8064822.500000 Penalty: 5298.311035
	Iteration 8F: 3 clusters Score -8064822 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -8066657.500000 Penalty: 5298.311035
	Iteration 9F: 3 clusters Score -8066658 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -8068815.000000 Penalty: 5298.311035
	Iteration 10F: 3 clusters Score -8068815 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -8070679.500000 Penalty: 5298.311035
	Iteration 11F: 3 clusters Score -8070680 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -8071862.000000 Penalty: 5298.311035
	Iteration 12Q: 3 clusters Score -8071862 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -8072440.500000 Penalty: 5298.311035
	Iteration 13Q: 3 clusters Score -8072440 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -8072776.000000 Penalty: 5298.311035
	Iteration 14Q: 3 clusters Score -8072776 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -8073089.000000 Penalty: 5298.311035
	Iteration 15Q: 3 clusters Score -8073089 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -8073367.500000 Penalty: 5298.311035
	Iteration 16Q: 3 clusters Score -8073368 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -8073633.500000 Penalty: 5298.311035
	Iteration 17Q: 3 clusters Score -8073634 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -8073844.000000 Penalty: 5298.311035
	Iteration 18Q: 3 clusters Score -8073844 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -8074043.000000 Penalty: 5298.311035
	Iteration 19Q: 3 clusters Score -8074043 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -8074221.500000 Penalty: 5298.311035
	Iteration 20F: 3 clusters Score -8074222 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -8074359.000000 Penalty: 5298.311035
	Iteration 21Q: 3 clusters Score -8074359 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -8074469.000000 Penalty: 5298.311035
	Iteration 22Q: 3 clusters Score -8074469 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -8074554.000000 Penalty: 5298.311035
	Iteration 23Q: 3 clusters Score -8074554 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -8074611.500000 Penalty: 5298.311035
	Iteration 24Q: 3 clusters Score -8074612 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -8074690.000000 Penalty: 5298.311035
	Iteration 25Q: 3 clusters Score -8074690 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -8074704.500000 Penalty: 5298.311035
	Iteration 26Q: 3 clusters Score -8074704 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -8074742.500000 Penalty: 5298.311035
	Iteration 27Q: 3 clusters Score -8074742 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -8074768.000000 Penalty: 5298.311035
	Iteration 28Q: 3 clusters Score -8074768 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -8074801.500000 Penalty: 5298.311035
	Iteration 29Q: 3 clusters Score -8074802 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -8074821.000000 Penalty: 5298.311035
	Iteration 30Q: 3 clusters Score -8074821 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -8074851.000000 Penalty: 5298.311035
	Iteration 31Q: 3 clusters Score -8074851 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -8074871.500000 Penalty: 5298.311035
	Iteration 32Q: 3 clusters Score -8074872 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -8074892.000000 Penalty: 5298.311035
	Iteration 33Q: 3 clusters Score -8074892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -8074934.000000 Penalty: 5298.311035
	Iteration 34Q: 3 clusters Score -8074934 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -8074971.000000 Penalty: 5298.311035
	Iteration 35Q: 3 clusters Score -8074971 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -8074970.500000 Penalty: 5298.311035
	Iteration 36Q: 3 clusters Score -8074970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -8075006.000000 Penalty: 5298.311035
	Iteration 37Q: 3 clusters Score -8075006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -8075014.500000 Penalty: 5298.311035
	Iteration 38Q: 3 clusters Score -8075014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -8075023.000000 Penalty: 5298.311035
	Iteration 39Q: 3 clusters Score -8075023 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -8075012.000000 Penalty: 5298.311035
	Iteration 40F: 3 clusters Score -8075012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -8075024.500000 Penalty: 5298.311035
	Iteration 41Q: 3 clusters Score -8075024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -8075017.500000 Penalty: 5298.311035
	Iteration 42Q: 3 clusters Score -8075018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -8075025.500000 Penalty: 5298.311035
	Iteration 43Q: 3 clusters Score -8075026 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -8075017.000000 Penalty: 5298.311035
	Iteration 44Q: 3 clusters Score -8075017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -8075063.000000 Penalty: 5298.311035
	Iteration 45Q: 3 clusters Score -8075063 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -8075072.000000 Penalty: 5298.311035
	Iteration 46Q: 3 clusters Score -8075072 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -8075093.000000 Penalty: 5298.311035
	Iteration 47Q: 3 clusters Score -8075093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -8075111.000000 Penalty: 5298.311035
	Iteration 48Q: 3 clusters Score -8075111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -8075099.000000 Penalty: 5298.311035
	Iteration 49Q: 3 clusters Score -8075099 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -8075095.500000 Penalty: 5298.311035
	Iteration 50Q: 3 clusters Score -8075096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -8075099.500000 Penalty: 5298.311035
	Iteration 51Q: 3 clusters Score -8075100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -8075096.500000 Penalty: 5298.311035
	Iteration 52Q: 3 clusters Score -8075096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -8075097.000000 Penalty: 5298.311035
	Iteration 53Q: 3 clusters Score -8075097 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -8075109.500000 Penalty: 5298.311035
	Iteration 54Q: 3 clusters Score -8075110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -8075109.000000 Penalty: 5298.311035
	Iteration 55Q: 3 clusters Score -8075109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -8075110.500000 Penalty: 5298.311035
	Iteration 56Q: 3 clusters Score -8075110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -8075120.500000 Penalty: 5298.311035
	Iteration 57Q: 3 clusters Score -8075120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -8075130.000000 Penalty: 5298.311035
	Iteration 58Q: 3 clusters Score -8075130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -8075142.000000 Penalty: 5298.311035
	Iteration 59Q: 3 clusters Score -8075142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -8075150.000000 Penalty: 5298.311035
	Iteration 60F: 3 clusters Score -8075150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -8075156.500000 Penalty: 5298.311035
	Iteration 61Q: 3 clusters Score -8075156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -8075147.500000 Penalty: 5298.311035
	Iteration 62Q: 3 clusters Score -8075148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -8075148.000000 Penalty: 5298.311035
	Iteration 63Q: 3 clusters Score -8075148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -8075152.500000 Penalty: 5298.311035
	Iteration 64Q: 3 clusters Score -8075152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -8075157.000000 Penalty: 5298.311035
	Iteration 65Q: 3 clusters Score -8075157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -8075144.500000 Penalty: 5298.311035
	Iteration 66Q: 3 clusters Score -8075144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -8075150.000000 Penalty: 5298.311035
	Iteration 67Q: 3 clusters Score -8075150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -8075157.500000 Penalty: 5298.311035
	Iteration 68Q: 3 clusters Score -8075158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -8075167.500000 Penalty: 5298.311035
	Iteration 69Q: 3 clusters Score -8075168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -8075174.000000 Penalty: 5298.311035
	Iteration 70Q: 3 clusters Score -8075174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -8075178.500000 Penalty: 5298.311035
	Iteration 71Q: 3 clusters Score -8075178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -8075180.000000 Penalty: 5298.311035
	Iteration 72Q: 3 clusters Score -8075180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -8075176.500000 Penalty: 5298.311035
	Iteration 73Q: 3 clusters Score -8075176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -8075183.000000 Penalty: 5298.311035
	Iteration 74Q: 3 clusters Score -8075183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -8075179.000000 Penalty: 5298.311035
	Iteration 75Q: 3 clusters Score -8075179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -8075189.000000 Penalty: 5298.311035
	Iteration 76Q: 3 clusters Score -8075189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -8075184.000000 Penalty: 5298.311035
	Iteration 77Q: 3 clusters Score -8075184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -8075180.500000 Penalty: 5298.311035
	Iteration 78Q: 3 clusters Score -8075180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -8075184.000000 Penalty: 5298.311035
	Iteration 79Q: 3 clusters Score -8075184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -8075181.500000 Penalty: 5298.311035
	Iteration 80F: 3 clusters Score -8075182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Entering Unmasked Estep 
Score: -6006111.000000 Penalty: 2583.942139
	Iteration 0F: 2 clusters Score -6006111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -5983407.000000 Penalty: 5167.884277
	Iteration 0F: 3 clusters Score -5983407 nChanged 15117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -5991407.500000 Penalty: 5167.884277
	Iteration 1F: 3 clusters Score -5991408 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -5991759.000000 Penalty: 5167.884277
	Iteration 2Q: 3 clusters Score -5991759 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -5992049.500000 Penalty: 5167.884277
	Iteration 3Q: 3 clusters Score -5992050 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -5992332.000000 Penalty: 5167.884277
	Iteration 4Q: 3 clusters Score -5992332 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -5992606.000000 Penalty: 5167.884277
	Iteration 5Q: 3 clusters Score -5992606 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -5992902.500000 Penalty: 5167.884277
	Iteration 6Q: 3 clusters Score -5992902 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -5993268.500000 Penalty: 5167.884277
	Iteration 7Q: 3 clusters Score -5993268 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -5993816.500000 Penalty: 5167.884277
	Iteration 8Q: 3 clusters Score -5993816 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -5994487.500000 Penalty: 5167.884277
	Iteration 9Q: 3 clusters Score -5994488 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -5995315.000000 Penalty: 5167.884277
	Iteration 10Q: 3 clusters Score -5995315 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -5996365.000000 Penalty: 5167.884277
	Iteration 11Q: 3 clusters Score -5996365 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -5997621.500000 Penalty: 5167.884277
	Iteration 12F: 3 clusters Score -5997622 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -5999028.000000 Penalty: 5167.884277
	Iteration 13F: 3 clusters Score -5999028 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -6000423.000000 Penalty: 5167.884277
	Iteration 14F: 3 clusters Score -6000423 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -6001632.500000 Penalty: 5167.884277
	Iteration 15Q: 3 clusters Score -6001632 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -6002503.000000 Penalty: 5167.884277
	Iteration 16Q: 3 clusters Score -6002503 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -6003005.500000 Penalty: 5167.884277
	Iteration 17Q: 3 clusters Score -6003006 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -6003294.000000 Penalty: 5167.884277
	Iteration 18Q: 3 clusters Score -6003294 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -6003474.000000 Penalty: 5167.884277
	Iteration 19Q: 3 clusters Score -6003474 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -6003578.000000 Penalty: 5167.884277
	Iteration 20F: 3 clusters Score -6003578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -6003641.000000 Penalty: 5167.884277
	Iteration 21Q: 3 clusters Score -6003641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -6003681.000000 Penalty: 5167.884277
	Iteration 22Q: 3 clusters Score -6003681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -6003720.500000 Penalty: 5167.884277
	Iteration 23Q: 3 clusters Score -6003720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -6003737.000000 Penalty: 5167.884277
	Iteration 24Q: 3 clusters Score -6003737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -6003753.000000 Penalty: 5167.884277
	Iteration 25Q: 3 clusters Score -6003753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -6003769.000000 Penalty: 5167.884277
	Iteration 26Q: 3 clusters Score -6003769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -6003789.000000 Penalty: 5167.884277
	Iteration 27Q: 3 clusters Score -6003789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -6003798.000000 Penalty: 5167.884277
	Iteration 28Q: 3 clusters Score -6003798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -6003807.000000 Penalty: 5167.884277
	Iteration 29Q: 3 clusters Score -6003807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -6003813.000000 Penalty: 5167.884277
	Iteration 30Q: 3 clusters Score -6003813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -6003811.500000 Penalty: 5167.884277
	Iteration 31Q: 3 clusters Score -6003812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -6003824.000000 Penalty: 5167.884277
	Iteration 32Q: 3 clusters Score -6003824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -6003822.000000 Penalty: 5167.884277
	Iteration 33Q: 3 clusters Score -6003822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -6003828.000000 Penalty: 5167.884277
	Iteration 34Q: 3 clusters Score -6003828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -6003827.500000 Penalty: 5167.884277
	Iteration 35Q: 3 clusters Score -6003828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -6003830.000000 Penalty: 5167.884277
	Iteration 36Q: 3 clusters Score -6003830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -6003827.000000 Penalty: 5167.884277
	Iteration 37Q: 3 clusters Score -6003827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -6003831.000000 Penalty: 5167.884277
	Iteration 38Q: 3 clusters Score -6003831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -6003841.000000 Penalty: 5167.884277
	Iteration 39Q: 3 clusters Score -6003841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -6003841.500000 Penalty: 5167.884277
	Iteration 40F: 3 clusters Score -6003842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -6003842.500000 Penalty: 5167.884277
	Iteration 41Q: 3 clusters Score -6003842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -6003844.500000 Penalty: 5167.884277
	Iteration 42Q: 3 clusters Score -6003844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -6003849.000000 Penalty: 5167.884277
	Iteration 43Q: 3 clusters Score -6003849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -6003848.500000 Penalty: 5167.884277
	Iteration 44Q: 3 clusters Score -6003848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -6003850.000000 Penalty: 5167.884277
	Iteration 45Q: 3 clusters Score -6003850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -6003850.000000 Penalty: 5167.884277
	Iteration 46F: 3 clusters Score -6003850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Entering Unmasked Estep 
Score: -8269751.500000 Penalty: 2658.401611
	Iteration 0F: 2 clusters Score -8269752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -8239659.000000 Penalty: 5316.803223
	Iteration 0F: 3 clusters Score -8239659 nChanged 20832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -8251205.000000 Penalty: 5316.803223
	Iteration 1F: 3 clusters Score -8251205 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -8251784.500000 Penalty: 5316.803223
	Iteration 2Q: 3 clusters Score -8251784 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -8252338.500000 Penalty: 5316.803223
	Iteration 3Q: 3 clusters Score -8252338 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -8253064.000000 Penalty: 5316.803223
	Iteration 4Q: 3 clusters Score -8253064 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -8254299.000000 Penalty: 5316.803223
	Iteration 5F: 3 clusters Score -8254299 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -8256103.000000 Penalty: 5316.803223
	Iteration 6F: 3 clusters Score -8256103 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -8258713.000000 Penalty: 5316.803223
	Iteration 7F: 3 clusters Score -8258713 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -8261894.500000 Penalty: 5316.803223
	Iteration 8F: 3 clusters Score -8261894 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -8264788.000000 Penalty: 5316.803223
	Iteration 9F: 3 clusters Score -8264788 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -8266583.000000 Penalty: 5316.803223
	Iteration 10Q: 3 clusters Score -8266583 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -8267325.500000 Penalty: 5316.803223
	Iteration 11Q: 3 clusters Score -8267326 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -8267697.000000 Penalty: 5316.803223
	Iteration 12Q: 3 clusters Score -8267697 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -8267945.000000 Penalty: 5316.803223
	Iteration 13Q: 3 clusters Score -8267945 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -8268134.500000 Penalty: 5316.803223
	Iteration 14Q: 3 clusters Score -8268134 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -8268212.500000 Penalty: 5316.803223
	Iteration 15Q: 3 clusters Score -8268212 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -8268292.000000 Penalty: 5316.803223
	Iteration 16Q: 3 clusters Score -8268292 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -8268320.500000 Penalty: 5316.803223
	Iteration 17Q: 3 clusters Score -8268320 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -8268369.500000 Penalty: 5316.803223
	Iteration 18Q: 3 clusters Score -8268370 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -8268396.500000 Penalty: 5316.803223
	Iteration 19Q: 3 clusters Score -8268396 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -8268395.500000 Penalty: 5316.803223
	Iteration 20F: 3 clusters Score -8268396 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -8268413.000000 Penalty: 5316.803223
	Iteration 21Q: 3 clusters Score -8268413 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -8268424.000000 Penalty: 5316.803223
	Iteration 22Q: 3 clusters Score -8268424 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -8268447.500000 Penalty: 5316.803223
	Iteration 23Q: 3 clusters Score -8268448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -8268485.000000 Penalty: 5316.803223
	Iteration 24Q: 3 clusters Score -8268485 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -8268493.500000 Penalty: 5316.803223
	Iteration 25Q: 3 clusters Score -8268494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -8268511.500000 Penalty: 5316.803223
	Iteration 26Q: 3 clusters Score -8268512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -8268525.000000 Penalty: 5316.803223
	Iteration 27Q: 3 clusters Score -8268525 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -8268509.000000 Penalty: 5316.803223
	Iteration 28Q: 3 clusters Score -8268509 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -8268507.000000 Penalty: 5316.803223
	Iteration 29Q: 3 clusters Score -8268507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -8268494.500000 Penalty: 5316.803223
	Iteration 30Q: 3 clusters Score -8268494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -8268494.000000 Penalty: 5316.803223
	Iteration 31Q: 3 clusters Score -8268494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -8268511.000000 Penalty: 5316.803223
	Iteration 32Q: 3 clusters Score -8268511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -8268514.500000 Penalty: 5316.803223
	Iteration 33Q: 3 clusters Score -8268514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -8268516.500000 Penalty: 5316.803223
	Iteration 34Q: 3 clusters Score -8268516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -8268531.000000 Penalty: 5316.803223
	Iteration 35Q: 3 clusters Score -8268531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -8268518.500000 Penalty: 5316.803223
	Iteration 36Q: 3 clusters Score -8268518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -8268536.500000 Penalty: 5316.803223
	Iteration 37Q: 3 clusters Score -8268536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -8268529.500000 Penalty: 5316.803223
	Iteration 38Q: 3 clusters Score -8268530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -8268544.000000 Penalty: 5316.803223
	Iteration 39Q: 3 clusters Score -8268544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -8268550.500000 Penalty: 5316.803223
	Iteration 40F: 3 clusters Score -8268550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -8268567.000000 Penalty: 5316.803223
	Iteration 41Q: 3 clusters Score -8268567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -8268567.500000 Penalty: 5316.803223
	Iteration 42Q: 3 clusters Score -8268568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -8268567.500000 Penalty: 5316.803223
	Iteration 43Q: 3 clusters Score -8268568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -8268575.500000 Penalty: 5316.803223
	Iteration 44Q: 3 clusters Score -8268576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -8268573.000000 Penalty: 5316.803223
	Iteration 45Q: 3 clusters Score -8268573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -8268581.500000 Penalty: 5316.803223
	Iteration 46Q: 3 clusters Score -8268582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -8268586.500000 Penalty: 5316.803223
	Iteration 47Q: 3 clusters Score -8268586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -8268579.000000 Penalty: 5316.803223
	Iteration 48Q: 3 clusters Score -8268579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -8268587.000000 Penalty: 5316.803223
	Iteration 49Q: 3 clusters Score -8268587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -8268586.500000 Penalty: 5316.803223
	Iteration 50Q: 3 clusters Score -8268586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -8268590.500000 Penalty: 5316.803223
	Iteration 51Q: 3 clusters Score -8268590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -8268582.000000 Penalty: 5316.803223
	Iteration 52Q: 3 clusters Score -8268582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -8268582.500000 Penalty: 5316.803223
	Iteration 53Q: 3 clusters Score -8268582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -8268582.500000 Penalty: 5316.803223
	Iteration 54Q: 3 clusters Score -8268582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -8268582.500000 Penalty: 5316.803223
	Iteration 55F: 3 clusters Score -8268582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51083 members 
Entering Unmasked Estep 
Score: -9584042.000000 Penalty: 2688.619385
	Iteration 0F: 2 clusters Score -9584042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -9556054.000000 Penalty: 5377.238770
	Iteration 0F: 3 clusters Score -9556054 nChanged 23578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -9569218.000000 Penalty: 5377.238770
	Iteration 1F: 3 clusters Score -9569218 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -9569945.000000 Penalty: 5377.238770
	Iteration 2Q: 3 clusters Score -9569945 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -9570882.000000 Penalty: 5377.238770
	Iteration 3Q: 3 clusters Score -9570882 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -9572254.000000 Penalty: 5377.238770
	Iteration 4F: 3 clusters Score -9572254 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -9574031.000000 Penalty: 5377.238770
	Iteration 5F: 3 clusters Score -9574031 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -9576325.000000 Penalty: 5377.238770
	Iteration 6F: 3 clusters Score -9576325 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -9578914.000000 Penalty: 5377.238770
	Iteration 7F: 3 clusters Score -9578914 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -9581074.000000 Penalty: 5377.238770
	Iteration 8F: 3 clusters Score -9581074 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -9582241.000000 Penalty: 5377.238770
	Iteration 9Q: 3 clusters Score -9582241 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -9582739.000000 Penalty: 5377.238770
	Iteration 10Q: 3 clusters Score -9582739 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -9583039.000000 Penalty: 5377.238770
	Iteration 11Q: 3 clusters Score -9583039 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -9583270.000000 Penalty: 5377.238770
	Iteration 12Q: 3 clusters Score -9583270 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -9583524.000000 Penalty: 5377.238770
	Iteration 13Q: 3 clusters Score -9583524 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -9583747.000000 Penalty: 5377.238770
	Iteration 14Q: 3 clusters Score -9583747 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -9583914.000000 Penalty: 5377.238770
	Iteration 15Q: 3 clusters Score -9583914 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -9584097.000000 Penalty: 5377.238770
	Iteration 16Q: 3 clusters Score -9584097 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -9584180.000000 Penalty: 5377.238770
	Iteration 17Q: 3 clusters Score -9584180 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -9584337.000000 Penalty: 5377.238770
	Iteration 18Q: 3 clusters Score -9584337 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -9584438.000000 Penalty: 5377.238770
	Iteration 19Q: 3 clusters Score -9584438 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -9584510.000000 Penalty: 5377.238770
	Iteration 20F: 3 clusters Score -9584510 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -9584547.000000 Penalty: 5377.238770
	Iteration 21Q: 3 clusters Score -9584547 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -9584601.000000 Penalty: 5377.238770
	Iteration 22Q: 3 clusters Score -9584601 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -9584618.000000 Penalty: 5377.238770
	Iteration 23Q: 3 clusters Score -9584618 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -9584624.000000 Penalty: 5377.238770
	Iteration 24Q: 3 clusters Score -9584624 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -9584669.000000 Penalty: 5377.238770
	Iteration 25Q: 3 clusters Score -9584669 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -9584717.000000 Penalty: 5377.238770
	Iteration 26Q: 3 clusters Score -9584717 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -9584751.000000 Penalty: 5377.238770
	Iteration 27Q: 3 clusters Score -9584751 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -9584781.000000 Penalty: 5377.238770
	Iteration 28Q: 3 clusters Score -9584781 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -9584833.000000 Penalty: 5377.238770
	Iteration 29Q: 3 clusters Score -9584833 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -9584855.000000 Penalty: 5377.238770
	Iteration 30Q: 3 clusters Score -9584855 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -9584845.000000 Penalty: 5377.238770
	Iteration 31Q: 3 clusters Score -9584845 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -9584855.000000 Penalty: 5377.238770
	Iteration 32Q: 3 clusters Score -9584855 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -9584863.000000 Penalty: 5377.238770
	Iteration 33Q: 3 clusters Score -9584863 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -9584868.000000 Penalty: 5377.238770
	Iteration 34Q: 3 clusters Score -9584868 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -9584838.000000 Penalty: 5377.238770
	Iteration 35Q: 3 clusters Score -9584838 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -9584862.000000 Penalty: 5377.238770
	Iteration 36Q: 3 clusters Score -9584862 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -9584886.000000 Penalty: 5377.238770
	Iteration 37Q: 3 clusters Score -9584886 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -9584897.000000 Penalty: 5377.238770
	Iteration 38Q: 3 clusters Score -9584897 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -9584890.000000 Penalty: 5377.238770
	Iteration 39Q: 3 clusters Score -9584890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -9584890.000000 Penalty: 5377.238770
	Iteration 40F: 3 clusters Score -9584890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -9584888.000000 Penalty: 5377.238770
	Iteration 41Q: 3 clusters Score -9584888 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -9584883.000000 Penalty: 5377.238770
	Iteration 42Q: 3 clusters Score -9584883 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -9584904.000000 Penalty: 5377.238770
	Iteration 43Q: 3 clusters Score -9584904 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -9584920.000000 Penalty: 5377.238770
	Iteration 44Q: 3 clusters Score -9584920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -9584915.000000 Penalty: 5377.238770
	Iteration 45Q: 3 clusters Score -9584915 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -9584929.000000 Penalty: 5377.238770
	Iteration 46Q: 3 clusters Score -9584929 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -9584923.000000 Penalty: 5377.238770
	Iteration 47Q: 3 clusters Score -9584923 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -9584924.000000 Penalty: 5377.238770
	Iteration 48Q: 3 clusters Score -9584924 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -9584959.000000 Penalty: 5377.238770
	Iteration 49Q: 3 clusters Score -9584959 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -9584951.000000 Penalty: 5377.238770
	Iteration 50Q: 3 clusters Score -9584951 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -9584963.000000 Penalty: 5377.238770
	Iteration 51Q: 3 clusters Score -9584963 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -9584970.000000 Penalty: 5377.238770
	Iteration 52Q: 3 clusters Score -9584970 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -9584958.000000 Penalty: 5377.238770
	Iteration 53Q: 3 clusters Score -9584958 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -9584978.000000 Penalty: 5377.238770
	Iteration 54Q: 3 clusters Score -9584978 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -9584995.000000 Penalty: 5377.238770
	Iteration 55Q: 3 clusters Score -9584995 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -9584996.000000 Penalty: 5377.238770
	Iteration 56Q: 3 clusters Score -9584996 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -9585004.000000 Penalty: 5377.238770
	Iteration 57Q: 3 clusters Score -9585004 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -9585044.000000 Penalty: 5377.238770
	Iteration 58Q: 3 clusters Score -9585044 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -9585045.000000 Penalty: 5377.238770
	Iteration 59Q: 3 clusters Score -9585045 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -9585054.000000 Penalty: 5377.238770
	Iteration 60F: 3 clusters Score -9585054 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -9585062.000000 Penalty: 5377.238770
	Iteration 61Q: 3 clusters Score -9585062 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -9585047.000000 Penalty: 5377.238770
	Iteration 62Q: 3 clusters Score -9585047 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -9585029.000000 Penalty: 5377.238770
	Iteration 63Q: 3 clusters Score -9585029 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -9585047.000000 Penalty: 5377.238770
	Iteration 64Q: 3 clusters Score -9585047 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -9585057.000000 Penalty: 5377.238770
	Iteration 65Q: 3 clusters Score -9585057 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -9585061.000000 Penalty: 5377.238770
	Iteration 66Q: 3 clusters Score -9585061 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -9585122.000000 Penalty: 5377.238770
	Iteration 67Q: 3 clusters Score -9585122 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -9585151.000000 Penalty: 5377.238770
	Iteration 68Q: 3 clusters Score -9585151 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -9585148.000000 Penalty: 5377.238770
	Iteration 69Q: 3 clusters Score -9585148 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -9585214.000000 Penalty: 5377.238770
	Iteration 70Q: 3 clusters Score -9585214 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -9585293.000000 Penalty: 5377.238770
	Iteration 71Q: 3 clusters Score -9585293 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -9585359.000000 Penalty: 5377.238770
	Iteration 72Q: 3 clusters Score -9585359 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -9585361.000000 Penalty: 5377.238770
	Iteration 73Q: 3 clusters Score -9585361 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -9585399.000000 Penalty: 5377.238770
	Iteration 74Q: 3 clusters Score -9585399 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -9585369.000000 Penalty: 5377.238770
	Iteration 75Q: 3 clusters Score -9585369 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -9585293.000000 Penalty: 5377.238770
	Iteration 76Q: 3 clusters Score -9585293 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -9585097.000000 Penalty: 5377.238770
	Iteration 77Q: 3 clusters Score -9585097 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -9584991.000000 Penalty: 5377.238770
	Iteration 78Q: 3 clusters Score -9584991 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -9584765.000000 Penalty: 5377.238770
	Iteration 79Q: 3 clusters Score -9584765 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -9584432.000000 Penalty: 5377.238770
	Iteration 80F: 3 clusters Score -9584432 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -9584124.000000 Penalty: 5377.238770
	Iteration 81Q: 3 clusters Score -9584124 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -9583698.000000 Penalty: 5377.238770
	Iteration 82Q: 3 clusters Score -9583698 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -9583360.000000 Penalty: 5377.238770
	Iteration 83Q: 3 clusters Score -9583360 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -9583057.000000 Penalty: 5377.238770
	Iteration 84Q: 3 clusters Score -9583057 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -9582816.000000 Penalty: 5377.238770
	Iteration 85Q: 3 clusters Score -9582816 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -9582667.000000 Penalty: 5377.238770
	Iteration 86Q: 3 clusters Score -9582667 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -9582543.000000 Penalty: 5377.238770
	Iteration 87Q: 3 clusters Score -9582543 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -9582460.000000 Penalty: 5377.238770
	Iteration 88Q: 3 clusters Score -9582460 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -9582434.000000 Penalty: 5377.238770
	Iteration 89Q: 3 clusters Score -9582434 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -9582412.000000 Penalty: 5377.238770
	Iteration 90Q: 3 clusters Score -9582412 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -9582364.000000 Penalty: 5377.238770
	Iteration 91Q: 3 clusters Score -9582364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -9582345.000000 Penalty: 5377.238770
	Iteration 92Q: 3 clusters Score -9582345 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -9582316.000000 Penalty: 5377.238770
	Iteration 93Q: 3 clusters Score -9582316 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -9582315.000000 Penalty: 5377.238770
	Iteration 94Q: 3 clusters Score -9582315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -9582292.000000 Penalty: 5377.238770
	Iteration 95Q: 3 clusters Score -9582292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -9582290.000000 Penalty: 5377.238770
	Iteration 96Q: 3 clusters Score -9582290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -9582296.000000 Penalty: 5377.238770
	Iteration 97Q: 3 clusters Score -9582296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -9582286.000000 Penalty: 5377.238770
	Iteration 98Q: 3 clusters Score -9582286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -9582277.000000 Penalty: 5377.238770
	Iteration 99Q: 3 clusters Score -9582277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -9582302.000000 Penalty: 5377.238770
	Iteration 100F: 3 clusters Score -9582302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -9582292.000000 Penalty: 5377.238770
	Iteration 101Q: 3 clusters Score -9582292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 50560 members 
Entering Unmasked Estep 
Score: -9582288.000000 Penalty: 5377.238770
	Iteration 102Q: 3 clusters Score -9582288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -9582284.000000 Penalty: 5377.238770
	Iteration 103Q: 3 clusters Score -9582284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -9582281.000000 Penalty: 5377.238770
	Iteration 104Q: 3 clusters Score -9582281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 50566 members 
Entering Unmasked Estep 
Score: -9582276.000000 Penalty: 5377.238770
	Iteration 105Q: 3 clusters Score -9582276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -9582282.000000 Penalty: 5377.238770
	Iteration 106Q: 3 clusters Score -9582282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -9582274.000000 Penalty: 5377.238770
	Iteration 107Q: 3 clusters Score -9582274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -9582270.000000 Penalty: 5377.238770
	Iteration 108Q: 3 clusters Score -9582270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -9582273.000000 Penalty: 5377.238770
	Iteration 109Q: 3 clusters Score -9582273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -9582272.000000 Penalty: 5377.238770
	Iteration 110Q: 3 clusters Score -9582272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -9582257.000000 Penalty: 5377.238770
	Iteration 111Q: 3 clusters Score -9582257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -9582265.000000 Penalty: 5377.238770
	Iteration 112Q: 3 clusters Score -9582265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -9582253.000000 Penalty: 5377.238770
	Iteration 113Q: 3 clusters Score -9582253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -9582269.000000 Penalty: 5377.238770
	Iteration 114Q: 3 clusters Score -9582269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -9582260.000000 Penalty: 5377.238770
	Iteration 115Q: 3 clusters Score -9582260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -9582268.000000 Penalty: 5377.238770
	Iteration 116Q: 3 clusters Score -9582268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -9582268.000000 Penalty: 5377.238770
	Iteration 117F: 3 clusters Score -9582268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 41073 members 
Mstep: Class 3 contains 1107 members 
Mstep: Class 4 contains 47320 members 
Mstep: Class 5 contains 2619 members 
Mstep: Class 6 contains 43515 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44675 members 
Mstep: Class 9 contains 42179 members 
Mstep: Class 10 contains 45297 members 
Mstep: Class 11 contains 1016 members 
Mstep: Class 12 contains 44399 members 
Mstep: Class 13 contains 231 members 
Mstep: Class 14 contains 41403 members 
Mstep: Class 15 contains 573 members 
Mstep: Class 16 contains 43093 members 
Mstep: Class 17 contains 41421 members 
Mstep: Class 18 contains 38593 members 
Mstep: Class 19 contains 43568 members 
Mstep: Class 20 contains 33494 members 
Mstep: Class 21 contains 45223 members 
Mstep: Class 22 contains 51083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923736.000000 Penalty: 80096.007812
Iteration 199Q: 25 clusters Score -1.269237e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 41033 members 
Mstep: Class 3 contains 1110 members 
Mstep: Class 4 contains 47330 members 
Mstep: Class 5 contains 2618 members 
Mstep: Class 6 contains 43542 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44695 members 
Mstep: Class 9 contains 42172 members 
Mstep: Class 10 contains 45315 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 44372 members 
Mstep: Class 13 contains 233 members 
Mstep: Class 14 contains 41420 members 
Mstep: Class 15 contains 574 members 
Mstep: Class 16 contains 43115 members 
Mstep: Class 17 contains 41420 members 
Mstep: Class 18 contains 38609 members 
Mstep: Class 19 contains 43568 members 
Mstep: Class 20 contains 33509 members 
Mstep: Class 21 contains 45231 members 
Mstep: Class 22 contains 50940 members 
Mstep: Class 23 contains 392 members 
Mstep: Class 24 contains 578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924024.000000 Penalty: 80096.007812
Iteration 200F: 25 clusters Score -1.26924e+08 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 40964 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 47347 members 
Mstep: Class 5 contains 2617 members 
Mstep: Class 6 contains 43602 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 44704 members 
Mstep: Class 9 contains 42147 members 
Mstep: Class 10 contains 45304 members 
Mstep: Class 11 contains 1017 members 
Mstep: Class 12 contains 44366 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41440 members 
Mstep: Class 15 contains 571 members 
Mstep: Class 16 contains 43159 members 
Mstep: Class 17 contains 41401 members 
Mstep: Class 18 contains 38639 members 
Mstep: Class 19 contains 43577 members 
Mstep: Class 20 contains 33516 members 
Mstep: Class 21 contains 45237 members 
Mstep: Class 22 contains 50823 members 
Mstep: Class 23 contains 400 members 
Mstep: Class 24 contains 598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924200.000000 Penalty: 80096.007812
Iteration 201Q: 25 clusters Score -1.269242e+08 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 40905 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 47354 members 
Mstep: Class 5 contains 2610 members 
Mstep: Class 6 contains 43641 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 44718 members 
Mstep: Class 9 contains 42157 members 
Mstep: Class 10 contains 45306 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44389 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41423 members 
Mstep: Class 15 contains 570 members 
Mstep: Class 16 contains 43195 members 
Mstep: Class 17 contains 41383 members 
Mstep: Class 18 contains 38666 members 
Mstep: Class 19 contains 43598 members 
Mstep: Class 20 contains 33522 members 
Mstep: Class 21 contains 45259 members 
Mstep: Class 22 contains 50719 members 
Mstep: Class 23 contains 402 members 
Mstep: Class 24 contains 607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924480.000000 Penalty: 80096.007812
Iteration 202Q: 25 clusters Score -1.269245e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 40870 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 47388 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 43633 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 44717 members 
Mstep: Class 9 contains 42169 members 
Mstep: Class 10 contains 45320 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44404 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41430 members 
Mstep: Class 15 contains 571 members 
Mstep: Class 16 contains 43226 members 
Mstep: Class 17 contains 41380 members 
Mstep: Class 18 contains 38635 members 
Mstep: Class 19 contains 43607 members 
Mstep: Class 20 contains 33524 members 
Mstep: Class 21 contains 45281 members 
Mstep: Class 22 contains 50641 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924480.000000 Penalty: 80096.007812
Iteration 203Q: 25 clusters Score -1.269245e+08 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 40854 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 47405 members 
Mstep: Class 5 contains 2606 members 
Mstep: Class 6 contains 43662 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 44724 members 
Mstep: Class 9 contains 42157 members 
Mstep: Class 10 contains 45310 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44412 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41423 members 
Mstep: Class 15 contains 572 members 
Mstep: Class 16 contains 43229 members 
Mstep: Class 17 contains 41368 members 
Mstep: Class 18 contains 38616 members 
Mstep: Class 19 contains 43618 members 
Mstep: Class 20 contains 33536 members 
Mstep: Class 21 contains 45294 members 
Mstep: Class 22 contains 50598 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924344.000000 Penalty: 80096.007812
Iteration 204Q: 25 clusters Score -1.269243e+08 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 40835 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 47424 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 43664 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 44763 members 
Mstep: Class 9 contains 42133 members 
Mstep: Class 10 contains 45324 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44417 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41426 members 
Mstep: Class 15 contains 574 members 
Mstep: Class 16 contains 43261 members 
Mstep: Class 17 contains 41346 members 
Mstep: Class 18 contains 38591 members 
Mstep: Class 19 contains 43637 members 
Mstep: Class 20 contains 33536 members 
Mstep: Class 21 contains 45286 members 
Mstep: Class 22 contains 50562 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924440.000000 Penalty: 80096.007812
Iteration 205Q: 25 clusters Score -1.269244e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 40844 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 47423 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 43709 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44743 members 
Mstep: Class 9 contains 42111 members 
Mstep: Class 10 contains 45338 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44389 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41404 members 
Mstep: Class 15 contains 573 members 
Mstep: Class 16 contains 43316 members 
Mstep: Class 17 contains 41315 members 
Mstep: Class 18 contains 38599 members 
Mstep: Class 19 contains 43657 members 
Mstep: Class 20 contains 33540 members 
Mstep: Class 21 contains 45263 members 
Mstep: Class 22 contains 50543 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924608.000000 Penalty: 80096.007812
Iteration 206Q: 25 clusters Score -1.269246e+08 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 40824 members 
Mstep: Class 3 contains 1065 members 
Mstep: Class 4 contains 47425 members 
Mstep: Class 5 contains 2610 members 
Mstep: Class 6 contains 43726 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44734 members 
Mstep: Class 9 contains 42104 members 
Mstep: Class 10 contains 45353 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44377 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41384 members 
Mstep: Class 15 contains 573 members 
Mstep: Class 16 contains 43387 members 
Mstep: Class 17 contains 41294 members 
Mstep: Class 18 contains 38610 members 
Mstep: Class 19 contains 43696 members 
Mstep: Class 20 contains 33543 members 
Mstep: Class 21 contains 45277 members 
Mstep: Class 22 contains 50506 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924672.000000 Penalty: 80096.007812
Iteration 207Q: 25 clusters Score -1.269247e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 40815 members 
Mstep: Class 3 contains 1066 members 
Mstep: Class 4 contains 47435 members 
Mstep: Class 5 contains 2610 members 
Mstep: Class 6 contains 43755 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44730 members 
Mstep: Class 9 contains 42100 members 
Mstep: Class 10 contains 45374 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44395 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41369 members 
Mstep: Class 15 contains 572 members 
Mstep: Class 16 contains 43447 members 
Mstep: Class 17 contains 41277 members 
Mstep: Class 18 contains 38606 members 
Mstep: Class 19 contains 43737 members 
Mstep: Class 20 contains 33552 members 
Mstep: Class 21 contains 45298 members 
Mstep: Class 22 contains 50399 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924856.000000 Penalty: 80096.007812
Iteration 208Q: 25 clusters Score -1.269249e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 40794 members 
Mstep: Class 3 contains 1064 members 
Mstep: Class 4 contains 47461 members 
Mstep: Class 5 contains 2612 members 
Mstep: Class 6 contains 43803 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44710 members 
Mstep: Class 9 contains 42100 members 
Mstep: Class 10 contains 45389 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44380 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41365 members 
Mstep: Class 15 contains 570 members 
Mstep: Class 16 contains 43496 members 
Mstep: Class 17 contains 41249 members 
Mstep: Class 18 contains 38627 members 
Mstep: Class 19 contains 43749 members 
Mstep: Class 20 contains 33558 members 
Mstep: Class 21 contains 45294 members 
Mstep: Class 22 contains 50336 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924912.000000 Penalty: 80096.007812
Iteration 209Q: 25 clusters Score -1.269249e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 40793 members 
Mstep: Class 3 contains 1060 members 
Mstep: Class 4 contains 47484 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43830 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44668 members 
Mstep: Class 9 contains 42093 members 
Mstep: Class 10 contains 45383 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44384 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41362 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43552 members 
Mstep: Class 17 contains 41245 members 
Mstep: Class 18 contains 38615 members 
Mstep: Class 19 contains 43777 members 
Mstep: Class 20 contains 33562 members 
Mstep: Class 21 contains 45300 members 
Mstep: Class 22 contains 50282 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925064.000000 Penalty: 80096.007812
Iteration 210Q: 25 clusters Score -1.269251e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 40789 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47476 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43841 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44654 members 
Mstep: Class 9 contains 42080 members 
Mstep: Class 10 contains 45361 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44387 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41326 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43597 members 
Mstep: Class 17 contains 41272 members 
Mstep: Class 18 contains 38636 members 
Mstep: Class 19 contains 43772 members 
Mstep: Class 20 contains 33575 members 
Mstep: Class 21 contains 45306 members 
Mstep: Class 22 contains 50279 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924904.000000 Penalty: 80096.007812
Iteration 211Q: 25 clusters Score -1.269249e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 40798 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47479 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43863 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44616 members 
Mstep: Class 9 contains 42069 members 
Mstep: Class 10 contains 45344 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44397 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41293 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43628 members 
Mstep: Class 17 contains 41316 members 
Mstep: Class 18 contains 38661 members 
Mstep: Class 19 contains 43746 members 
Mstep: Class 20 contains 33581 members 
Mstep: Class 21 contains 45291 members 
Mstep: Class 22 contains 50277 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924968.000000 Penalty: 80096.007812
Iteration 212Q: 25 clusters Score -1.26925e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 40817 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47482 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43879 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44630 members 
Mstep: Class 9 contains 42067 members 
Mstep: Class 10 contains 45333 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44399 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41248 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43619 members 
Mstep: Class 17 contains 41345 members 
Mstep: Class 18 contains 38668 members 
Mstep: Class 19 contains 43759 members 
Mstep: Class 20 contains 33578 members 
Mstep: Class 21 contains 45285 members 
Mstep: Class 22 contains 50249 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924912.000000 Penalty: 80096.007812
Iteration 213Q: 25 clusters Score -1.269249e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 40840 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47481 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43902 members 
Mstep: Class 7 contains 318 members 
Mstep: Class 8 contains 44631 members 
Mstep: Class 9 contains 42063 members 
Mstep: Class 10 contains 45316 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44395 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41225 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43632 members 
Mstep: Class 17 contains 41357 members 
Mstep: Class 18 contains 38679 members 
Mstep: Class 19 contains 43743 members 
Mstep: Class 20 contains 33573 members 
Mstep: Class 21 contains 45276 members 
Mstep: Class 22 contains 50238 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925200.000000 Penalty: 80096.007812
Iteration 214Q: 25 clusters Score -1.269252e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 40860 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47470 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43894 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44642 members 
Mstep: Class 9 contains 42042 members 
Mstep: Class 10 contains 45316 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44400 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41211 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43629 members 
Mstep: Class 17 contains 41363 members 
Mstep: Class 18 contains 38676 members 
Mstep: Class 19 contains 43757 members 
Mstep: Class 20 contains 33570 members 
Mstep: Class 21 contains 45268 members 
Mstep: Class 22 contains 50226 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925184.000000 Penalty: 80096.007812
Iteration 215Q: 25 clusters Score -1.269252e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 40876 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47478 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43898 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44660 members 
Mstep: Class 9 contains 42015 members 
Mstep: Class 10 contains 45324 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44402 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41157 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43646 members 
Mstep: Class 17 contains 41368 members 
Mstep: Class 18 contains 38695 members 
Mstep: Class 19 contains 43753 members 
Mstep: Class 20 contains 33570 members 
Mstep: Class 21 contains 45268 members 
Mstep: Class 22 contains 50213 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925152.000000 Penalty: 80096.007812
Iteration 216Q: 25 clusters Score -1.269252e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 40911 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47492 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43870 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44665 members 
Mstep: Class 9 contains 41978 members 
Mstep: Class 10 contains 45348 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44410 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41105 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43659 members 
Mstep: Class 17 contains 41384 members 
Mstep: Class 18 contains 38700 members 
Mstep: Class 19 contains 43755 members 
Mstep: Class 20 contains 33562 members 
Mstep: Class 21 contains 45271 members 
Mstep: Class 22 contains 50193 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925224.000000 Penalty: 80096.007812
Iteration 217Q: 25 clusters Score -1.269252e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 40954 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47507 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43873 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44683 members 
Mstep: Class 9 contains 41971 members 
Mstep: Class 10 contains 45365 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44404 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 41045 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43700 members 
Mstep: Class 17 contains 41400 members 
Mstep: Class 18 contains 38690 members 
Mstep: Class 19 contains 43754 members 
Mstep: Class 20 contains 33561 members 
Mstep: Class 21 contains 45253 members 
Mstep: Class 22 contains 50159 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925488.000000 Penalty: 80096.007812
Iteration 218Q: 25 clusters Score -1.269255e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 40996 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47532 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43868 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44694 members 
Mstep: Class 9 contains 41948 members 
Mstep: Class 10 contains 45367 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44392 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 40992 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43689 members 
Mstep: Class 17 contains 41429 members 
Mstep: Class 18 contains 38699 members 
Mstep: Class 19 contains 43744 members 
Mstep: Class 20 contains 33555 members 
Mstep: Class 21 contains 45250 members 
Mstep: Class 22 contains 50147 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925448.000000 Penalty: 80096.007812
Iteration 219Q: 25 clusters Score -1.269254e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 41021 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47538 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43842 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44680 members 
Mstep: Class 9 contains 41943 members 
Mstep: Class 10 contains 45383 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44395 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 40943 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43703 members 
Mstep: Class 17 contains 41459 members 
Mstep: Class 18 contains 38693 members 
Mstep: Class 19 contains 43753 members 
Mstep: Class 20 contains 33553 members 
Mstep: Class 21 contains 45231 members 
Mstep: Class 22 contains 50139 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925440.000000 Penalty: 80096.007812
Iteration 220F: 25 clusters Score -1.269254e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 41082 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47525 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43827 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44691 members 
Mstep: Class 9 contains 41924 members 
Mstep: Class 10 contains 45391 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44391 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 40917 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43701 members 
Mstep: Class 17 contains 41483 members 
Mstep: Class 18 contains 38695 members 
Mstep: Class 19 contains 43758 members 
Mstep: Class 20 contains 33545 members 
Mstep: Class 21 contains 45229 members 
Mstep: Class 22 contains 50116 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925688.000000 Penalty: 80096.007812
Iteration 221Q: 25 clusters Score -1.269257e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 41121 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47512 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43849 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44711 members 
Mstep: Class 9 contains 41910 members 
Mstep: Class 10 contains 45390 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44379 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40881 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43726 members 
Mstep: Class 17 contains 41497 members 
Mstep: Class 18 contains 38705 members 
Mstep: Class 19 contains 43754 members 
Mstep: Class 20 contains 33540 members 
Mstep: Class 21 contains 45219 members 
Mstep: Class 22 contains 50091 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925576.000000 Penalty: 80096.007812
Iteration 222Q: 25 clusters Score -1.269256e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 41157 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47507 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43879 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44712 members 
Mstep: Class 9 contains 41892 members 
Mstep: Class 10 contains 45399 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44368 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40854 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43755 members 
Mstep: Class 17 contains 41516 members 
Mstep: Class 18 contains 38708 members 
Mstep: Class 19 contains 43730 members 
Mstep: Class 20 contains 33535 members 
Mstep: Class 21 contains 45222 members 
Mstep: Class 22 contains 50067 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925208.000000 Penalty: 80096.007812
Iteration 223Q: 25 clusters Score -1.269252e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 41180 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47502 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43879 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44696 members 
Mstep: Class 9 contains 41892 members 
Mstep: Class 10 contains 45395 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44387 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40850 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43784 members 
Mstep: Class 17 contains 41543 members 
Mstep: Class 18 contains 38706 members 
Mstep: Class 19 contains 43699 members 
Mstep: Class 20 contains 33532 members 
Mstep: Class 21 contains 45224 members 
Mstep: Class 22 contains 50042 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925424.000000 Penalty: 80096.007812
Iteration 224Q: 25 clusters Score -1.269254e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 41200 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47491 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43837 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44717 members 
Mstep: Class 9 contains 41883 members 
Mstep: Class 10 contains 45386 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44397 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43773 members 
Mstep: Class 17 contains 41584 members 
Mstep: Class 18 contains 38709 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 33534 members 
Mstep: Class 21 contains 45219 members 
Mstep: Class 22 contains 50050 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925312.000000 Penalty: 80096.007812
Iteration 225Q: 25 clusters Score -1.269253e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 41210 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47488 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43806 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44759 members 
Mstep: Class 9 contains 41887 members 
Mstep: Class 10 contains 45379 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44383 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40832 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43806 members 
Mstep: Class 17 contains 41610 members 
Mstep: Class 18 contains 38695 members 
Mstep: Class 19 contains 43647 members 
Mstep: Class 20 contains 33540 members 
Mstep: Class 21 contains 45218 members 
Mstep: Class 22 contains 50035 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925344.000000 Penalty: 80096.007812
Iteration 226Q: 25 clusters Score -1.269253e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 41232 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47484 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43793 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44754 members 
Mstep: Class 9 contains 41904 members 
Mstep: Class 10 contains 45383 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 44369 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40823 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43835 members 
Mstep: Class 17 contains 41631 members 
Mstep: Class 18 contains 38690 members 
Mstep: Class 19 contains 43627 members 
Mstep: Class 20 contains 33537 members 
Mstep: Class 21 contains 45223 members 
Mstep: Class 22 contains 50002 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925312.000000 Penalty: 80096.007812
Iteration 227Q: 25 clusters Score -1.269253e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 41249 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47478 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43754 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44729 members 
Mstep: Class 9 contains 41920 members 
Mstep: Class 10 contains 45373 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 44362 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40843 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43851 members 
Mstep: Class 17 contains 41631 members 
Mstep: Class 18 contains 38695 members 
Mstep: Class 19 contains 43633 members 
Mstep: Class 20 contains 33529 members 
Mstep: Class 21 contains 45225 members 
Mstep: Class 22 contains 49972 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925528.000000 Penalty: 80096.007812
Iteration 228Q: 25 clusters Score -1.269255e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 41260 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47461 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43750 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44724 members 
Mstep: Class 9 contains 41945 members 
Mstep: Class 10 contains 45362 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 44352 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40838 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43885 members 
Mstep: Class 17 contains 41626 members 
Mstep: Class 18 contains 38703 members 
Mstep: Class 19 contains 43621 members 
Mstep: Class 20 contains 33524 members 
Mstep: Class 21 contains 45221 members 
Mstep: Class 22 contains 49918 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925680.000000 Penalty: 80096.007812
Iteration 229Q: 25 clusters Score -1.269257e+08 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 41273 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47451 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43742 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44707 members 
Mstep: Class 9 contains 41952 members 
Mstep: Class 10 contains 45349 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 44370 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40840 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43908 members 
Mstep: Class 17 contains 41617 members 
Mstep: Class 18 contains 38701 members 
Mstep: Class 19 contains 43612 members 
Mstep: Class 20 contains 33523 members 
Mstep: Class 21 contains 45229 members 
Mstep: Class 22 contains 49877 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925960.000000 Penalty: 80096.007812
Iteration 230Q: 25 clusters Score -1.26926e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 41280 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47440 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43715 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44710 members 
Mstep: Class 9 contains 41975 members 
Mstep: Class 10 contains 45332 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 44391 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40848 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43913 members 
Mstep: Class 17 contains 41623 members 
Mstep: Class 18 contains 38715 members 
Mstep: Class 19 contains 43597 members 
Mstep: Class 20 contains 33518 members 
Mstep: Class 21 contains 45215 members 
Mstep: Class 22 contains 49857 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926128.000000 Penalty: 80096.007812
Iteration 231Q: 25 clusters Score -1.269261e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 41275 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47425 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43676 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44706 members 
Mstep: Class 9 contains 42000 members 
Mstep: Class 10 contains 45329 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 44415 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40849 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43930 members 
Mstep: Class 17 contains 41618 members 
Mstep: Class 18 contains 38715 members 
Mstep: Class 19 contains 43603 members 
Mstep: Class 20 contains 33504 members 
Mstep: Class 21 contains 45208 members 
Mstep: Class 22 contains 49819 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926448.000000 Penalty: 80096.007812
Iteration 232Q: 25 clusters Score -1.269264e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 41279 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47426 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43650 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44712 members 
Mstep: Class 9 contains 42006 members 
Mstep: Class 10 contains 45316 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 44440 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40849 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43924 members 
Mstep: Class 17 contains 41610 members 
Mstep: Class 18 contains 38730 members 
Mstep: Class 19 contains 43599 members 
Mstep: Class 20 contains 33501 members 
Mstep: Class 21 contains 45206 members 
Mstep: Class 22 contains 49798 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926120.000000 Penalty: 80096.007812
Iteration 233Q: 25 clusters Score -1.269261e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 41301 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47428 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43625 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44714 members 
Mstep: Class 9 contains 41994 members 
Mstep: Class 10 contains 45320 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 44454 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40849 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43910 members 
Mstep: Class 17 contains 41631 members 
Mstep: Class 18 contains 38738 members 
Mstep: Class 19 contains 43586 members 
Mstep: Class 20 contains 33497 members 
Mstep: Class 21 contains 45204 members 
Mstep: Class 22 contains 49772 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926000.000000 Penalty: 80096.007812
Iteration 234Q: 25 clusters Score -1.26926e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 41311 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47445 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43598 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44717 members 
Mstep: Class 9 contains 41983 members 
Mstep: Class 10 contains 45315 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 44438 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40840 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43921 members 
Mstep: Class 17 contains 41657 members 
Mstep: Class 18 contains 38744 members 
Mstep: Class 19 contains 43579 members 
Mstep: Class 20 contains 33498 members 
Mstep: Class 21 contains 45194 members 
Mstep: Class 22 contains 49756 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925944.000000 Penalty: 80096.007812
Iteration 235Q: 25 clusters Score -1.269259e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 41321 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47430 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43606 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44729 members 
Mstep: Class 9 contains 41989 members 
Mstep: Class 10 contains 45321 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 44421 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40863 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43899 members 
Mstep: Class 17 contains 41668 members 
Mstep: Class 18 contains 38749 members 
Mstep: Class 19 contains 43593 members 
Mstep: Class 20 contains 33497 members 
Mstep: Class 21 contains 45191 members 
Mstep: Class 22 contains 49707 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926184.000000 Penalty: 80096.007812
Iteration 236Q: 25 clusters Score -1.269262e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 41328 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47421 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43587 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44749 members 
Mstep: Class 9 contains 41982 members 
Mstep: Class 10 contains 45322 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 44416 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40858 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43903 members 
Mstep: Class 17 contains 41685 members 
Mstep: Class 18 contains 38751 members 
Mstep: Class 19 contains 43614 members 
Mstep: Class 20 contains 33492 members 
Mstep: Class 21 contains 45197 members 
Mstep: Class 22 contains 49686 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926160.000000 Penalty: 80096.007812
Iteration 237Q: 25 clusters Score -1.269262e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 41351 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47382 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43571 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44735 members 
Mstep: Class 9 contains 41996 members 
Mstep: Class 10 contains 45319 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 44385 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40879 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43908 members 
Mstep: Class 17 contains 41697 members 
Mstep: Class 18 contains 38750 members 
Mstep: Class 19 contains 43619 members 
Mstep: Class 20 contains 33497 members 
Mstep: Class 21 contains 45201 members 
Mstep: Class 22 contains 49687 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926512.000000 Penalty: 80096.007812
Iteration 238Q: 25 clusters Score -1.269265e+08 nChanged 1174
Entering ConstructFrom: 
Score: -126926512.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (45840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Entering Unmasked Estep 
Score: -8517320.000000 Penalty: 2661.762207
	Iteration 0F: 2 clusters Score -8517320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -8487582.000000 Penalty: 5323.524414
	Iteration 0F: 3 clusters Score -8487582 nChanged 21032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -8499157.000000 Penalty: 5323.524414
	Iteration 1F: 3 clusters Score -8499157 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8499879 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -8500555.000000 Penalty: 5323.524414
	Iteration 3Q: 3 clusters Score -8500555 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -8501326.000000 Penalty: 5323.524414
	Iteration 4Q: 3 clusters Score -8501326 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -8502348.000000 Penalty: 5323.524414
	Iteration 5Q: 3 clusters Score -8502348 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -8503589.000000 Penalty: 5323.524414
	Iteration 6F: 3 clusters Score -8503589 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -8505287.000000 Penalty: 5323.524414
	Iteration 7F: 3 clusters Score -8505287 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -8507317.000000 Penalty: 5323.524414
	Iteration 8F: 3 clusters Score -8507317 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -8509142.000000 Penalty: 5323.524414
	Iteration 9F: 3 clusters Score -8509142 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -8510269.000000 Penalty: 5323.524414
	Iteration 10F: 3 clusters Score -8510269 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -8510720.000000 Penalty: 5323.524414
	Iteration 11Q: 3 clusters Score -8510720 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -8510930.000000 Penalty: 5323.524414
	Iteration 12Q: 3 clusters Score -8510930 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -8511063.000000 Penalty: 5323.524414
	Iteration 13Q: 3 clusters Score -8511063 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -8511220.000000 Penalty: 5323.524414
	Iteration 14Q: 3 clusters Score -8511220 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -8511337.000000 Penalty: 5323.524414
	Iteration 15Q: 3 clusters Score -8511337 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -8511448.000000 Penalty: 5323.524414
	Iteration 16Q: 3 clusters Score -8511448 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -8511610.000000 Penalty: 5323.524414
	Iteration 17Q: 3 clusters Score -8511610 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -8511731.000000 Penalty: 5323.524414
	Iteration 18Q: 3 clusters Score -8511731 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -8511773.000000 Penalty: 5323.524414
	Iteration 19Q: 3 clusters Score -8511773 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -8511852.000000 Penalty: 5323.524414
	Iteration 20F: 3 clusters Score -8511852 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -8511950.000000 Penalty: 5323.524414
	Iteration 21Q: 3 clusters Score -8511950 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -8512045.000000 Penalty: 5323.524414
	Iteration 22Q: 3 clusters Score -8512045 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -8512107.000000 Penalty: 5323.524414
	Iteration 23Q: 3 clusters Score -8512107 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -8512169.000000 Penalty: 5323.524414
	Iteration 24Q: 3 clusters Score -8512169 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -8512196.000000 Penalty: 5323.524414
	Iteration 25Q: 3 clusters Score -8512196 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -8512249.000000 Penalty: 5323.524414
	Iteration 26Q: 3 clusters Score -8512249 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -8512269.000000 Penalty: 5323.524414
	Iteration 27Q: 3 clusters Score -8512269 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -8512311.000000 Penalty: 5323.524414
	Iteration 28Q: 3 clusters Score -8512311 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -8512341.000000 Penalty: 5323.524414
	Iteration 29Q: 3 clusters Score -8512341 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -8512366.000000 Penalty: 5323.524414
	Iteration 30Q: 3 clusters Score -8512366 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -8512396.000000 Penalty: 5323.524414
	Iteration 31Q: 3 clusters Score -8512396 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -8512423.000000 Penalty: 5323.524414
	Iteration 32Q: 3 clusters Score -8512423 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -8512428.000000 Penalty: 5323.524414
	Iteration 33Q: 3 clusters Score -8512428 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -8512456.000000 Penalty: 5323.524414
	Iteration 34Q: 3 clusters Score -8512456 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -8512494.000000 Penalty: 5323.524414
	Iteration 35Q: 3 clusters Score -8512494 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -8512522.000000 Penalty: 5323.524414
	Iteration 36Q: 3 clusters Score -8512522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -8512552.000000 Penalty: 5323.524414
	Iteration 37Q: 3 clusters Score -8512552 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -8512554.000000 Penalty: 5323.524414
	Iteration 38Q: 3 clusters Score -8512554 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -8512551.000000 Penalty: 5323.524414
	Iteration 39Q: 3 clusters Score -8512551 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -8512566.000000 Penalty: 5323.524414
	Iteration 40F: 3 clusters Score -8512566 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -8512566.000000 Penalty: 5323.524414
	Iteration 41Q: 3 clusters Score -8512566 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -8512564.000000 Penalty: 5323.524414
	Iteration 42Q: 3 clusters Score -8512564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -8512576.000000 Penalty: 5323.524414
	Iteration 43Q: 3 clusters Score -8512576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -8512586.000000 Penalty: 5323.524414
	Iteration 44Q: 3 clusters Score -8512586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -8512587.000000 Penalty: 5323.524414
	Iteration 45Q: 3 clusters Score -8512587 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -8512594.000000 Penalty: 5323.524414
	Iteration 46Q: 3 clusters Score -8512594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -8512596.000000 Penalty: 5323.524414
	Iteration 47Q: 3 clusters Score -8512596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -8512585.000000 Penalty: 5323.524414
	Iteration 48Q: 3 clusters Score -8512585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -8512591.000000 Penalty: 5323.524414
	Iteration 49Q: 3 clusters Score -8512591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -8512591.000000 Penalty: 5323.524414
	Iteration 50Q: 3 clusters Score -8512591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -8512590.000000 Penalty: 5323.524414
	Iteration 51Q: 3 clusters Score -8512590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -8512586.000000 Penalty: 5323.524414
	Iteration 52Q: 3 clusters Score -8512586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -8512590.000000 Penalty: 5323.524414
	Iteration 53Q: 3 clusters Score -8512590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -8512595.000000 Penalty: 5323.524414
	Iteration 54Q: 3 clusters Score -8512595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -8512593.000000 Penalty: 5323.524414
	Iteration 55Q: 3 clusters Score -8512593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -8512598.000000 Penalty: 5323.524414
	Iteration 56Q: 3 clusters Score -8512598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -8512604.000000 Penalty: 5323.524414
	Iteration 57Q: 3 clusters Score -8512604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -8512609.000000 Penalty: 5323.524414
	Iteration 58Q: 3 clusters Score -8512609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -8512624.000000 Penalty: 5323.524414
	Iteration 59Q: 3 clusters Score -8512624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -8512626.000000 Penalty: 5323.524414
	Iteration 60F: 3 clusters Score -8512626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -8512638.000000 Penalty: 5323.524414
	Iteration 61Q: 3 clusters Score -8512638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -8512648.000000 Penalty: 5323.524414
	Iteration 62Q: 3 clusters Score -8512648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -8512628.000000 Penalty: 5323.524414
	Iteration 63Q: 3 clusters Score -8512628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -8512642.000000 Penalty: 5323.524414
	Iteration 64Q: 3 clusters Score -8512642 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -8512637.000000 Penalty: 5323.524414
	Iteration 65Q: 3 clusters Score -8512637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -8512650.000000 Penalty: 5323.524414
	Iteration 66Q: 3 clusters Score -8512650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -8512648.000000 Penalty: 5323.524414
	Iteration 67Q: 3 clusters Score -8512648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -8512651.000000 Penalty: 5323.524414
	Iteration 68Q: 3 clusters Score -8512651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -8512655.000000 Penalty: 5323.524414
	Iteration 69Q: 3 clusters Score -8512655 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -8512670.000000 Penalty: 5323.524414
	Iteration 70Q: 3 clusters Score -8512670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -8512679.000000 Penalty: 5323.524414
	Iteration 71Q: 3 clusters Score -8512679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -8512677.000000 Penalty: 5323.524414
	Iteration 72Q: 3 clusters Score -8512677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -8512692.000000 Penalty: 5323.524414
	Iteration 73Q: 3 clusters Score -8512692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -8512679.000000 Penalty: 5323.524414
	Iteration 74Q: 3 clusters Score -8512679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -8512688.000000 Penalty: 5323.524414
	Iteration 75Q: 3 clusters Score -8512688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -8512698.000000 Penalty: 5323.524414
	Iteration 76Q: 3 clusters Score -8512698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -8512700.000000 Penalty: 5323.524414
	Iteration 77Q: 3 clusters Score -8512700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -8512704.000000 Penalty: 5323.524414
	Iteration 78Q: 3 clusters Score -8512704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -8512710.000000 Penalty: 5323.524414
	Iteration 79Q: 3 clusters Score -8512710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -8512718.000000 Penalty: 5323.524414
	Iteration 80F: 3 clusters Score -8512718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -8512717.000000 Penalty: 5323.524414
	Iteration 81Q: 3 clusters Score -8512717 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -8512726.000000 Penalty: 5323.524414
	Iteration 82Q: 3 clusters Score -8512726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -8512738.000000 Penalty: 5323.524414
	Iteration 83Q: 3 clusters Score -8512738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -8512745.000000 Penalty: 5323.524414
	Iteration 84Q: 3 clusters Score -8512745 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -8512756.000000 Penalty: 5323.524414
	Iteration 85Q: 3 clusters Score -8512756 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -8512754.000000 Penalty: 5323.524414
	Iteration 86Q: 3 clusters Score -8512754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -8512754.000000 Penalty: 5323.524414
	Iteration 87Q: 3 clusters Score -8512754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -8512755.000000 Penalty: 5323.524414
	Iteration 88Q: 3 clusters Score -8512755 nChanged 22
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Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -8512746.000000 Penalty: 5323.524414
	Iteration 89Q: 3 clusters Score -8512746 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -8512740.000000 Penalty: 5323.524414
	Iteration 90Q: 3 clusters Score -8512740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -8512731.000000 Penalty: 5323.524414
	Iteration 91Q: 3 clusters Score -8512731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -8512732.000000 Penalty: 5323.524414
	Iteration 92Q: 3 clusters Score -8512732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -8512733.000000 Penalty: 5323.524414
	Iteration 93Q: 3 clusters Score -8512733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -8512737.000000 Penalty: 5323.524414
	Iteration 94Q: 3 clusters Score -8512737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -8512736.000000 Penalty: 5323.524414
	Iteration 95Q: 3 clusters Score -8512736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -8512743.000000 Penalty: 5323.524414
	Iteration 96Q: 3 clusters Score -8512743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -8512736.000000 Penalty: 5323.524414
	Iteration 97Q: 3 clusters Score -8512736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -8512740.000000 Penalty: 5323.524414
	Iteration 98Q: 3 clusters Score -8512740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -8512744.000000 Penalty: 5323.524414
	Iteration 99Q: 3 clusters Score -8512744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -8512742.000000 Penalty: 5323.524414
	Iteration 100F: 3 clusters Score -8512742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -8512749.000000 Penalty: 5323.524414
	Iteration 101Q: 3 clusters Score -8512749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -8512749.000000 Penalty: 5323.524414
	Iteration 102Q: 3 clusters Score -8512749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -8512751.000000 Penalty: 5323.524414
	Iteration 103Q: 3 clusters Score -8512751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -8512755.000000 Penalty: 5323.524414
	Iteration 104Q: 3 clusters Score -8512755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -8512758.000000 Penalty: 5323.524414
	Iteration 105Q: 3 clusters Score -8512758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -8512760.000000 Penalty: 5323.524414
	Iteration 106Q: 3 clusters Score -8512760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -8512759.000000 Penalty: 5323.524414
	Iteration 107Q: 3 clusters Score -8512759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -8512760.000000 Penalty: 5323.524414
	Iteration 108Q: 3 clusters Score -8512760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -8512751.000000 Penalty: 5323.524414
	Iteration 109Q: 3 clusters Score -8512751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -8512756.000000 Penalty: 5323.524414
	Iteration 110Q: 3 clusters Score -8512756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -8512759.000000 Penalty: 5323.524414
	Iteration 111Q: 3 clusters Score -8512759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -8512757.000000 Penalty: 5323.524414
	Iteration 112Q: 3 clusters Score -8512757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -8512758.000000 Penalty: 5323.524414
	Iteration 113Q: 3 clusters Score -8512758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -8512752.000000 Penalty: 5323.524414
	Iteration 114Q: 3 clusters Score -8512752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -8512762.000000 Penalty: 5323.524414
	Iteration 115Q: 3 clusters Score -8512762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -8512762.000000 Penalty: 5323.524414
	Iteration 116Q: 3 clusters Score -8512762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -8512768.000000 Penalty: 5323.524414
	Iteration 117Q: 3 clusters Score -8512768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -8512776.000000 Penalty: 5323.524414
	Iteration 118Q: 3 clusters Score -8512776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -8512788.000000 Penalty: 5323.524414
	Iteration 119Q: 3 clusters Score -8512788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -8512783.000000 Penalty: 5323.524414
	Iteration 120F: 3 clusters Score -8512783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -8512781.000000 Penalty: 5323.524414
	Iteration 121Q: 3 clusters Score -8512781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -8512777.000000 Penalty: 5323.524414
	Iteration 122Q: 3 clusters Score -8512777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -8512788.000000 Penalty: 5323.524414
	Iteration 123Q: 3 clusters Score -8512788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -8512780.000000 Penalty: 5323.524414
	Iteration 124Q: 3 clusters Score -8512780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -8512780.000000 Penalty: 5323.524414
	Iteration 125Q: 3 clusters Score -8512780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -8512789.000000 Penalty: 5323.524414
	Iteration 126Q: 3 clusters Score -8512789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -8512803.000000 Penalty: 5323.524414
	Iteration 127Q: 3 clusters Score -8512803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -8512798.000000 Penalty: 5323.524414
	Iteration 128Q: 3 clusters Score -8512798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -8512795.000000 Penalty: 5323.524414
	Iteration 129Q: 3 clusters Score -8512795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -8512799.000000 Penalty: 5323.524414
	Iteration 130Q: 3 clusters Score -8512799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -8512809.000000 Penalty: 5323.524414
	Iteration 131Q: 3 clusters Score -8512809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -8512806.000000 Penalty: 5323.524414
	Iteration 132Q: 3 clusters Score -8512806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -8512800.000000 Penalty: 5323.524414
	Iteration 133Q: 3 clusters Score -8512800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -8512792.000000 Penalty: 5323.524414
	Iteration 134Q: 3 clusters Score -8512792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -8512804.000000 Penalty: 5323.524414
	Iteration 135Q: 3 clusters Score -8512804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -8512814.000000 Penalty: 5323.524414
	Iteration 136Q: 3 clusters Score -8512814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -8512825.000000 Penalty: 5323.524414
	Iteration 137Q: 3 clusters Score -8512825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -8512814.000000 Penalty: 5323.524414
	Iteration 138Q: 3 clusters Score -8512814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -8512822.000000 Penalty: 5323.524414
	Iteration 139Q: 3 clusters Score -8512822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -8512824.000000 Penalty: 5323.524414
	Iteration 140F: 3 clusters Score -8512824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -8512819.000000 Penalty: 5323.524414
	Iteration 141Q: 3 clusters Score -8512819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -8512825.000000 Penalty: 5323.524414
	Iteration 142Q: 3 clusters Score -8512825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -8512818.000000 Penalty: 5323.524414
	Iteration 143Q: 3 clusters Score -8512818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -8512822.000000 Penalty: 5323.524414
	Iteration 144Q: 3 clusters Score -8512822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -8512820.000000 Penalty: 5323.524414
	Iteration 145Q: 3 clusters Score -8512820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -8512811.000000 Penalty: 5323.524414
	Iteration 146Q: 3 clusters Score -8512811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -8512823.000000 Penalty: 5323.524414
	Iteration 147Q: 3 clusters Score -8512823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -8512827.000000 Penalty: 5323.524414
	Iteration 148Q: 3 clusters Score -8512827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -8512823.000000 Penalty: 5323.524414
	Iteration 149Q: 3 clusters Score -8512823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -8512830.000000 Penalty: 5323.524414
	Iteration 150Q: 3 clusters Score -8512830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -8512830.000000 Penalty: 5323.524414
	Iteration 151Q: 3 clusters Score -8512830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -8512825.000000 Penalty: 5323.524414
	Iteration 152Q: 3 clusters Score -8512825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -8512825.000000 Penalty: 5323.524414
	Iteration 153F: 3 clusters Score -8512825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Entering Unmasked Estep 
Score: -7637211.500000 Penalty: 2636.215088
	Iteration 0F: 2 clusters Score -7637212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -7609428.000000 Penalty: 5272.430176
	Iteration 0F: 3 clusters Score -7609428 nChanged 18853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -7619880.500000 Penalty: 5272.430176
	Iteration 1F: 3 clusters Score -7619880 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -7620537.000000 Penalty: 5272.430176
	Iteration 2Q: 3 clusters Score -7620537 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -7621377.500000 Penalty: 5272.430176
	Iteration 3Q: 3 clusters Score -7621378 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -7622459.500000 Penalty: 5272.430176
	Iteration 4Q: 3 clusters Score -7622460 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -7623744.500000 Penalty: 5272.430176
	Iteration 5Q: 3 clusters Score -7623744 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -7625058.000000 Penalty: 5272.430176
	Iteration 6Q: 3 clusters Score -7625058 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -7626445.000000 Penalty: 5272.430176
	Iteration 7Q: 3 clusters Score -7626445 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -7627643.000000 Penalty: 5272.430176
	Iteration 8Q: 3 clusters Score -7627643 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -7628645.000000 Penalty: 5272.430176
	Iteration 9Q: 3 clusters Score -7628645 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -7629581.500000 Penalty: 5272.430176
	Iteration 10Q: 3 clusters Score -7629582 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -7630305.000000 Penalty: 5272.430176
	Iteration 11Q: 3 clusters Score -7630305 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -7630856.000000 Penalty: 5272.430176
	Iteration 12Q: 3 clusters Score -7630856 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -7631387.000000 Penalty: 5272.430176
	Iteration 13Q: 3 clusters Score -7631387 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -7631884.500000 Penalty: 5272.430176
	Iteration 14Q: 3 clusters Score -7631884 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -7632383.000000 Penalty: 5272.430176
	Iteration 15Q: 3 clusters Score -7632383 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -7632818.500000 Penalty: 5272.430176
	Iteration 16Q: 3 clusters Score -7632818 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -7633232.000000 Penalty: 5272.430176
	Iteration 17Q: 3 clusters Score -7633232 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -7633599.500000 Penalty: 5272.430176
	Iteration 18Q: 3 clusters Score -7633600 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -7633936.500000 Penalty: 5272.430176
	Iteration 19Q: 3 clusters Score -7633936 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -7634180.000000 Penalty: 5272.430176
	Iteration 20F: 3 clusters Score -7634180 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7634398.000000 Penalty: 5272.430176
	Iteration 21Q: 3 clusters Score -7634398 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7634576.500000 Penalty: 5272.430176
	Iteration 22Q: 3 clusters Score -7634576 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7634689.500000 Penalty: 5272.430176
	Iteration 23Q: 3 clusters Score -7634690 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -7634758.000000 Penalty: 5272.430176
	Iteration 24Q: 3 clusters Score -7634758 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7634798.500000 Penalty: 5272.430176
	Iteration 25Q: 3 clusters Score -7634798 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7634864.000000 Penalty: 5272.430176
	Iteration 26Q: 3 clusters Score -7634864 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7634919.000000 Penalty: 5272.430176
	Iteration 27Q: 3 clusters Score -7634919 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7634938.500000 Penalty: 5272.430176
	Iteration 28Q: 3 clusters Score -7634938 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7634977.500000 Penalty: 5272.430176
	Iteration 29Q: 3 clusters Score -7634978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7634999.000000 Penalty: 5272.430176
	Iteration 30Q: 3 clusters Score -7634999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7635040.000000 Penalty: 5272.430176
	Iteration 31Q: 3 clusters Score -7635040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7635061.000000 Penalty: 5272.430176
	Iteration 32Q: 3 clusters Score -7635061 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7635081.000000 Penalty: 5272.430176
	Iteration 33Q: 3 clusters Score -7635081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7635075.000000 Penalty: 5272.430176
	Iteration 34Q: 3 clusters Score -7635075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7635076.500000 Penalty: 5272.430176
	Iteration 35Q: 3 clusters Score -7635076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7635085.500000 Penalty: 5272.430176
	Iteration 36Q: 3 clusters Score -7635086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7635090.000000 Penalty: 5272.430176
	Iteration 37Q: 3 clusters Score -7635090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -7635094.500000 Penalty: 5272.430176
	Iteration 38Q: 3 clusters Score -7635094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7635093.500000 Penalty: 5272.430176
	Iteration 39Q: 3 clusters Score -7635094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7635090.500000 Penalty: 5272.430176
	Iteration 40F: 3 clusters Score -7635090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7635095.500000 Penalty: 5272.430176
	Iteration 41Q: 3 clusters Score -7635096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7635101.500000 Penalty: 5272.430176
	Iteration 42Q: 3 clusters Score -7635102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -7635105.000000 Penalty: 5272.430176
	Iteration 43Q: 3 clusters Score -7635105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -7635112.000000 Penalty: 5272.430176
	Iteration 44Q: 3 clusters Score -7635112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7635120.000000 Penalty: 5272.430176
	Iteration 45Q: 3 clusters Score -7635120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7635124.000000 Penalty: 5272.430176
	Iteration 46Q: 3 clusters Score -7635124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -7635126.000000 Penalty: 5272.430176
	Iteration 47Q: 3 clusters Score -7635126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -7635132.500000 Penalty: 5272.430176
	Iteration 48Q: 3 clusters Score -7635132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7635131.000000 Penalty: 5272.430176
	Iteration 49Q: 3 clusters Score -7635131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7635134.500000 Penalty: 5272.430176
	Iteration 50Q: 3 clusters Score -7635134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7635140.000000 Penalty: 5272.430176
	Iteration 51Q: 3 clusters Score -7635140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7635145.000000 Penalty: 5272.430176
	Iteration 52Q: 3 clusters Score -7635145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7635150.500000 Penalty: 5272.430176
	Iteration 53Q: 3 clusters Score -7635150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7635148.500000 Penalty: 5272.430176
	Iteration 54Q: 3 clusters Score -7635148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7635148.500000 Penalty: 5272.430176
	Iteration 55Q: 3 clusters Score -7635148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7635137.000000 Penalty: 5272.430176
	Iteration 56Q: 3 clusters Score -7635137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7635144.500000 Penalty: 5272.430176
	Iteration 57Q: 3 clusters Score -7635144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7635146.500000 Penalty: 5272.430176
	Iteration 58Q: 3 clusters Score -7635146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7635154.500000 Penalty: 5272.430176
	Iteration 59Q: 3 clusters Score -7635154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7635158.500000 Penalty: 5272.430176
	Iteration 60F: 3 clusters Score -7635158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7635160.000000 Penalty: 5272.430176
	Iteration 61Q: 3 clusters Score -7635160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7635164.000000 Penalty: 5272.430176
	Iteration 62Q: 3 clusters Score -7635164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7635153.000000 Penalty: 5272.430176
	Iteration 63Q: 3 clusters Score -7635153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7635162.500000 Penalty: 5272.430176
	Iteration 64Q: 3 clusters Score -7635162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7635160.500000 Penalty: 5272.430176
	Iteration 65Q: 3 clusters Score -7635160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7635167.000000 Penalty: 5272.430176
	Iteration 66Q: 3 clusters Score -7635167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7635162.500000 Penalty: 5272.430176
	Iteration 67Q: 3 clusters Score -7635162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7635171.000000 Penalty: 5272.430176
	Iteration 68Q: 3 clusters Score -7635171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7635181.500000 Penalty: 5272.430176
	Iteration 69Q: 3 clusters Score -7635182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7635180.000000 Penalty: 5272.430176
	Iteration 70Q: 3 clusters Score -7635180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7635178.000000 Penalty: 5272.430176
	Iteration 71Q: 3 clusters Score -7635178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7635182.000000 Penalty: 5272.430176
	Iteration 72Q: 3 clusters Score -7635182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7635185.000000 Penalty: 5272.430176
	Iteration 73Q: 3 clusters Score -7635185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7635180.000000 Penalty: 5272.430176
	Iteration 74Q: 3 clusters Score -7635180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7635185.500000 Penalty: 5272.430176
	Iteration 75Q: 3 clusters Score -7635186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7635186.500000 Penalty: 5272.430176
	Iteration 76Q: 3 clusters Score -7635186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7635186.500000 Penalty: 5272.430176
	Iteration 77F: 3 clusters Score -7635186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -165434.375000 Penalty: 1727.105591
	Iteration 0F: 2 clusters Score -165434.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -163564.343750 Penalty: 3454.211182
	Iteration 0F: 3 clusters Score -163564.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -164036.375000 Penalty: 3454.211182
	Iteration 1F: 3 clusters Score -164036.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -164239.781250 Penalty: 3454.211182
	Iteration 2F: 3 clusters Score -164239.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -164375.109375 Penalty: 3454.211182
	Iteration 3Q: 3 clusters Score -164375.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -164487.921875 Penalty: 3454.211182
	Iteration 4Q: 3 clusters Score -164487.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -164577.703125 Penalty: 3454.211182
	Iteration 5Q: 3 clusters Score -164577.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -164654.359375 Penalty: 3454.211182
	Iteration 6Q: 3 clusters Score -164654.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -164700.812500 Penalty: 3454.211182
	Iteration 7Q: 3 clusters Score -164700.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -164725.468750 Penalty: 3454.211182
	Iteration 8Q: 3 clusters Score -164725.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -164745.203125 Penalty: 3454.211182
	Iteration 9Q: 3 clusters Score -164745.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -164757.359375 Penalty: 3454.211182
	Iteration 10Q: 3 clusters Score -164757.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -164772.484375 Penalty: 3454.211182
	Iteration 11Q: 3 clusters Score -164772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -164780.406250 Penalty: 3454.211182
	Iteration 12Q: 3 clusters Score -164780.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -164787.125000 Penalty: 3454.211182
	Iteration 13Q: 3 clusters Score -164787.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -164788.468750 Penalty: 3454.211182
	Iteration 14Q: 3 clusters Score -164788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -164791.343750 Penalty: 3454.211182
	Iteration 15Q: 3 clusters Score -164791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -164791.656250 Penalty: 3454.211182
	Iteration 16Q: 3 clusters Score -164791.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -164791.656250 Penalty: 3454.211182
	Iteration 17F: 3 clusters Score -164791.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Entering Unmasked Estep 
Score: -8772696.000000 Penalty: 2669.862793
	Iteration 0F: 2 clusters Score -8772696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -8743172.000000 Penalty: 5339.725586
	Iteration 0F: 3 clusters Score -8743172 nChanged 21843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -8755317.000000 Penalty: 5339.725586
	Iteration 1F: 3 clusters Score -8755317 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -8756022.000000 Penalty: 5339.725586
	Iteration 2Q: 3 clusters Score -8756022 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -8756781.000000 Penalty: 5339.725586
	Iteration 3Q: 3 clusters Score -8756781 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -8757936.000000 Penalty: 5339.725586
	Iteration 4F: 3 clusters Score -8757936 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -8759777.000000 Penalty: 5339.725586
	Iteration 5F: 3 clusters Score -8759777 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -8762469.000000 Penalty: 5339.725586
	Iteration 6F: 3 clusters Score -8762469 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -8765764.000000 Penalty: 5339.725586
	Iteration 7F: 3 clusters Score -8765764 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -8768668.000000 Penalty: 5339.725586
	Iteration 8F: 3 clusters Score -8768668 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -8770500.000000 Penalty: 5339.725586
	Iteration 9Q: 3 clusters Score -8770500 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -8771198.000000 Penalty: 5339.725586
	Iteration 10Q: 3 clusters Score -8771198 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -8771450.000000 Penalty: 5339.725586
	Iteration 11Q: 3 clusters Score -8771450 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -8771487.000000 Penalty: 5339.725586
	Iteration 12Q: 3 clusters Score -8771487 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -8771485.000000 Penalty: 5339.725586
	Iteration 13Q: 3 clusters Score -8771485 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -8771433.000000 Penalty: 5339.725586
	Iteration 14Q: 3 clusters Score -8771433 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -8771405.000000 Penalty: 5339.725586
	Iteration 15Q: 3 clusters Score -8771405 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -8771344.000000 Penalty: 5339.725586
	Iteration 16Q: 3 clusters Score -8771344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -8771336.000000 Penalty: 5339.725586
	Iteration 17Q: 3 clusters Score -8771336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -8771312.000000 Penalty: 5339.725586
	Iteration 18Q: 3 clusters Score -8771312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -8771303.000000 Penalty: 5339.725586
	Iteration 19Q: 3 clusters Score -8771303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -8771301.000000 Penalty: 5339.725586
	Iteration 20F: 3 clusters Score -8771301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -8771308.000000 Penalty: 5339.725586
	Iteration 21Q: 3 clusters Score -8771308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -8771310.000000 Penalty: 5339.725586
	Iteration 22Q: 3 clusters Score -8771310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -8771297.000000 Penalty: 5339.725586
	Iteration 23Q: 3 clusters Score -8771297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -8771284.000000 Penalty: 5339.725586
	Iteration 24Q: 3 clusters Score -8771284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -8771282.000000 Penalty: 5339.725586
	Iteration 25Q: 3 clusters Score -8771282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -8771283.000000 Penalty: 5339.725586
	Iteration 26Q: 3 clusters Score -8771283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -8771275.000000 Penalty: 5339.725586
	Iteration 27Q: 3 clusters Score -8771275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -8771264.000000 Penalty: 5339.725586
	Iteration 28Q: 3 clusters Score -8771264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8771273.000000 Penalty: 5339.725586
	Iteration 29Q: 3 clusters Score -8771273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -8771269.000000 Penalty: 5339.725586
	Iteration 30Q: 3 clusters Score -8771269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8771264.000000 Penalty: 5339.725586
	Iteration 31Q: 3 clusters Score -8771264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -8771271.000000 Penalty: 5339.725586
	Iteration 32Q: 3 clusters Score -8771271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -8771268.000000 Penalty: 5339.725586
	Iteration 33Q: 3 clusters Score -8771268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -8771268.000000 Penalty: 5339.725586
	Iteration 34F: 3 clusters Score -8771268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -447535.843750 Penalty: 1951.421997
	Iteration 0F: 2 clusters Score -447535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -444516.875000 Penalty: 3902.843994
	Iteration 0F: 3 clusters Score -444516.9 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -445168.000000 Penalty: 3902.843994
	Iteration 1F: 3 clusters Score -445168 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -445410.875000 Penalty: 3902.843994
	Iteration 2F: 3 clusters Score -445410.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -445586.062500 Penalty: 3902.843994
	Iteration 3F: 3 clusters Score -445586.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -445741.656250 Penalty: 3902.843994
	Iteration 4F: 3 clusters Score -445741.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -445918.781250 Penalty: 3902.843994
	Iteration 5Q: 3 clusters Score -445918.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -446067.437500 Penalty: 3902.843994
	Iteration 6F: 3 clusters Score -446067.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -446227.375000 Penalty: 3902.843994
	Iteration 7Q: 3 clusters Score -446227.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -446414.125000 Penalty: 3902.843994
	Iteration 8Q: 3 clusters Score -446414.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -446563.781250 Penalty: 3902.843994
	Iteration 9Q: 3 clusters Score -446563.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -446702.750000 Penalty: 3902.843994
	Iteration 10Q: 3 clusters Score -446702.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -446807.593750 Penalty: 3902.843994
	Iteration 11Q: 3 clusters Score -446807.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -446850.437500 Penalty: 3902.843994
	Iteration 12Q: 3 clusters Score -446850.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -446868.500000 Penalty: 3902.843994
	Iteration 13Q: 3 clusters Score -446868.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -446881.937500 Penalty: 3902.843994
	Iteration 14Q: 3 clusters Score -446881.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -446890.718750 Penalty: 3902.843994
	Iteration 15Q: 3 clusters Score -446890.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -446899.437500 Penalty: 3902.843994
	Iteration 16Q: 3 clusters Score -446899.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -446905.812500 Penalty: 3902.843994
	Iteration 17Q: 3 clusters Score -446905.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -446920.125000 Penalty: 3902.843994
	Iteration 18Q: 3 clusters Score -446920.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -446926.562500 Penalty: 3902.843994
	Iteration 19Q: 3 clusters Score -446926.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -446928.750000 Penalty: 3902.843994
	Iteration 20F: 3 clusters Score -446928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -446932.968750 Penalty: 3902.843994
	Iteration 21Q: 3 clusters Score -446933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -446934.062500 Penalty: 3902.843994
	Iteration 22Q: 3 clusters Score -446934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -446934.656250 Penalty: 3902.843994
	Iteration 23Q: 3 clusters Score -446934.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -446934.937500 Penalty: 3902.843994
	Iteration 24Q: 3 clusters Score -446934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -446936.000000 Penalty: 3902.843994
	Iteration 25Q: 3 clusters Score -446936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -446936.000000 Penalty: 3902.843994
	Iteration 26F: 3 clusters Score -446936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Entering Unmasked Estep 
Score: -8086057.000000 Penalty: 2649.195068
	Iteration 0F: 2 clusters Score -8086057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -8057567.000000 Penalty: 5298.390137
	Iteration 0F: 3 clusters Score -8057567 nChanged 19930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -8068749.000000 Penalty: 5298.390137
	Iteration 1F: 3 clusters Score -8068749 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -8069359.500000 Penalty: 5298.390137
	Iteration 2Q: 3 clusters Score -8069360 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -8070122.000000 Penalty: 5298.390137
	Iteration 3Q: 3 clusters Score -8070122 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -8070990.500000 Penalty: 5298.390137
	Iteration 4Q: 3 clusters Score -8070990 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -8072161.000000 Penalty: 5298.390137
	Iteration 5F: 3 clusters Score -8072161 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -8073783.500000 Penalty: 5298.390137
	Iteration 6F: 3 clusters Score -8073784 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -8076056.000000 Penalty: 5298.390137
	Iteration 7F: 3 clusters Score -8076056 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -8078695.000000 Penalty: 5298.390137
	Iteration 8F: 3 clusters Score -8078695 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -8080863.000000 Penalty: 5298.390137
	Iteration 9F: 3 clusters Score -8080863 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -8082268.000000 Penalty: 5298.390137
	Iteration 10Q: 3 clusters Score -8082268 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -8083051.500000 Penalty: 5298.390137
	Iteration 11Q: 3 clusters Score -8083052 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -8083470.500000 Penalty: 5298.390137
	Iteration 12Q: 3 clusters Score -8083470 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -8083723.500000 Penalty: 5298.390137
	Iteration 13Q: 3 clusters Score -8083724 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -8083819.000000 Penalty: 5298.390137
	Iteration 14Q: 3 clusters Score -8083819 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -8083851.000000 Penalty: 5298.390137
	Iteration 15Q: 3 clusters Score -8083851 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -8083897.500000 Penalty: 5298.390137
	Iteration 16Q: 3 clusters Score -8083898 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -8083912.000000 Penalty: 5298.390137
	Iteration 17Q: 3 clusters Score -8083912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -8083924.500000 Penalty: 5298.390137
	Iteration 18Q: 3 clusters Score -8083924 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -8083937.500000 Penalty: 5298.390137
	Iteration 19Q: 3 clusters Score -8083938 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -8083949.500000 Penalty: 5298.390137
	Iteration 20F: 3 clusters Score -8083950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -8083960.000000 Penalty: 5298.390137
	Iteration 21Q: 3 clusters Score -8083960 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -8083953.500000 Penalty: 5298.390137
	Iteration 22Q: 3 clusters Score -8083954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -8083953.000000 Penalty: 5298.390137
	Iteration 23Q: 3 clusters Score -8083953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -8083940.000000 Penalty: 5298.390137
	Iteration 24Q: 3 clusters Score -8083940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -8083939.000000 Penalty: 5298.390137
	Iteration 25Q: 3 clusters Score -8083939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -8083938.000000 Penalty: 5298.390137
	Iteration 26Q: 3 clusters Score -8083938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -8083938.500000 Penalty: 5298.390137
	Iteration 27Q: 3 clusters Score -8083938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -8083944.500000 Penalty: 5298.390137
	Iteration 28Q: 3 clusters Score -8083944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -8083942.000000 Penalty: 5298.390137
	Iteration 29Q: 3 clusters Score -8083942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8083942.500000 Penalty: 5298.390137
	Iteration 30Q: 3 clusters Score -8083942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -8083940.500000 Penalty: 5298.390137
	Iteration 31Q: 3 clusters Score -8083940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8083943.500000 Penalty: 5298.390137
	Iteration 32Q: 3 clusters Score -8083944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -8083943.000000 Penalty: 5298.390137
	Iteration 33Q: 3 clusters Score -8083943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -8083948.000000 Penalty: 5298.390137
	Iteration 34Q: 3 clusters Score -8083948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -8083949.000000 Penalty: 5298.390137
	Iteration 35Q: 3 clusters Score -8083949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -8083946.000000 Penalty: 5298.390137
	Iteration 36Q: 3 clusters Score -8083946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -8083946.000000 Penalty: 5298.390137
	Iteration 37F: 3 clusters Score -8083946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -53594.472656 Penalty: 1429.767334
	Iteration 0F: 2 clusters Score -53594.47 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 159 members 
Entering Unmasked Estep 
Score: -52412.421875 Penalty: 2859.534668
	Iteration 0F: 3 clusters Score -52412.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52609.929688 Penalty: 2859.534668
	Iteration 1F: 3 clusters Score -52609.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52672.937500 Penalty: 2859.534668
	Iteration 2F: 3 clusters Score -52672.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52707.664062 Penalty: 2859.534668
	Iteration 3Q: 3 clusters Score -52707.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52750.464844 Penalty: 2859.534668
	Iteration 4Q: 3 clusters Score -52750.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52866.214844 Penalty: 2859.534668
	Iteration 5Q: 3 clusters Score -52866.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52906.375000 Penalty: 2859.534668
	Iteration 6Q: 3 clusters Score -52906.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52921.945312 Penalty: 2859.534668
	Iteration 7Q: 3 clusters Score -52921.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52931.074219 Penalty: 2859.534668
	Iteration 8Q: 3 clusters Score -52931.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52932.917969 Penalty: 2859.534668
	Iteration 9Q: 3 clusters Score -52932.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -52939.351562 Penalty: 2859.534668
	Iteration 10F: 3 clusters Score -52939.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -52994.355469 Penalty: 2859.534668
	Iteration 11Q: 3 clusters Score -52994.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53045.445312 Penalty: 2859.534668
	Iteration 12Q: 3 clusters Score -53045.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53165.035156 Penalty: 2859.534668
	Iteration 13Q: 3 clusters Score -53165.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53185.429688 Penalty: 2859.534668
	Iteration 14Q: 3 clusters Score -53185.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -53185.429688 Penalty: 2859.534668
	Iteration 15F: 3 clusters Score -53185.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Entering Unmasked Estep 
Score: -8294527.000000 Penalty: 2655.633301
	Iteration 0F: 2 clusters Score -8294527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -8265524.000000 Penalty: 5311.266602
	Iteration 0F: 3 clusters Score -8265524 nChanged 20365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -8276500.500000 Penalty: 5311.266602
	Iteration 1F: 3 clusters Score -8276500 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -8277025.000000 Penalty: 5311.266602
	Iteration 2Q: 3 clusters Score -8277025 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -8277634.500000 Penalty: 5311.266602
	Iteration 3Q: 3 clusters Score -8277634 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -8278454.500000 Penalty: 5311.266602
	Iteration 4Q: 3 clusters Score -8278454 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -8279736.000000 Penalty: 5311.266602
	Iteration 5F: 3 clusters Score -8279736 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -8281836.500000 Penalty: 5311.266602
	Iteration 6F: 3 clusters Score -8281836 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -8284717.000000 Penalty: 5311.266602
	Iteration 7F: 3 clusters Score -8284717 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -8287653.500000 Penalty: 5311.266602
	Iteration 8F: 3 clusters Score -8287654 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -8290051.500000 Penalty: 5311.266602
	Iteration 9F: 3 clusters Score -8290052 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -8291539.500000 Penalty: 5311.266602
	Iteration 10Q: 3 clusters Score -8291540 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -8292215.500000 Penalty: 5311.266602
	Iteration 11Q: 3 clusters Score -8292216 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -8292460.500000 Penalty: 5311.266602
	Iteration 12Q: 3 clusters Score -8292460 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -8292492.500000 Penalty: 5311.266602
	Iteration 13Q: 3 clusters Score -8292492 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -8292535.000000 Penalty: 5311.266602
	Iteration 14Q: 3 clusters Score -8292535 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -8292556.500000 Penalty: 5311.266602
	Iteration 15Q: 3 clusters Score -8292556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -8292568.500000 Penalty: 5311.266602
	Iteration 16Q: 3 clusters Score -8292568 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -8292583.500000 Penalty: 5311.266602
	Iteration 17Q: 3 clusters Score -8292584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -8292585.000000 Penalty: 5311.266602
	Iteration 18Q: 3 clusters Score -8292585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -8292584.000000 Penalty: 5311.266602
	Iteration 19Q: 3 clusters Score -8292584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -8292589.000000 Penalty: 5311.266602
	Iteration 20F: 3 clusters Score -8292589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8292580.000000 Penalty: 5311.266602
	Iteration 21Q: 3 clusters Score -8292580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -8292578.000000 Penalty: 5311.266602
	Iteration 22Q: 3 clusters Score -8292578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -8292579.000000 Penalty: 5311.266602
	Iteration 23Q: 3 clusters Score -8292579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8292577.000000 Penalty: 5311.266602
	Iteration 24Q: 3 clusters Score -8292577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -8292573.500000 Penalty: 5311.266602
	Iteration 25Q: 3 clusters Score -8292574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8292567.000000 Penalty: 5311.266602
	Iteration 26Q: 3 clusters Score -8292567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -8292573.000000 Penalty: 5311.266602
	Iteration 27Q: 3 clusters Score -8292573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -8292571.000000 Penalty: 5311.266602
	Iteration 28Q: 3 clusters Score -8292571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -8292568.000000 Penalty: 5311.266602
	Iteration 29Q: 3 clusters Score -8292568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8292568.000000 Penalty: 5311.266602
	Iteration 30Q: 3 clusters Score -8292568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -8292570.000000 Penalty: 5311.266602
	Iteration 31Q: 3 clusters Score -8292570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -8292567.000000 Penalty: 5311.266602
	Iteration 32Q: 3 clusters Score -8292567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -8292563.000000 Penalty: 5311.266602
	Iteration 33Q: 3 clusters Score -8292563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -8292563.500000 Penalty: 5311.266602
	Iteration 34Q: 3 clusters Score -8292564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -8292557.000000 Penalty: 5311.266602
	Iteration 35Q: 3 clusters Score -8292557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8292558.000000 Penalty: 5311.266602
	Iteration 36Q: 3 clusters Score -8292558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -8292560.000000 Penalty: 5311.266602
	Iteration 37Q: 3 clusters Score -8292560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -8292560.000000 Penalty: 5311.266602
	Iteration 38Q: 3 clusters Score -8292560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -8292565.500000 Penalty: 5311.266602
	Iteration 39Q: 3 clusters Score -8292566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8292565.000000 Penalty: 5311.266602
	Iteration 40F: 3 clusters Score -8292565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -8292566.500000 Penalty: 5311.266602
	Iteration 41Q: 3 clusters Score -8292566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8292567.000000 Penalty: 5311.266602
	Iteration 42Q: 3 clusters Score -8292567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -8292564.000000 Penalty: 5311.266602
	Iteration 43Q: 3 clusters Score -8292564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -8292556.000000 Penalty: 5311.266602
	Iteration 44Q: 3 clusters Score -8292556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -8292556.000000 Penalty: 5311.266602
	Iteration 45F: 3 clusters Score -8292556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Entering Unmasked Estep 
Score: -7721427.000000 Penalty: 2640.089111
	Iteration 0F: 2 clusters Score -7721427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -7693215.500000 Penalty: 5280.178223
	Iteration 0F: 3 clusters Score -7693216 nChanged 19299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -7703776.500000 Penalty: 5280.178223
	Iteration 1F: 3 clusters Score -7703776 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -7704346.500000 Penalty: 5280.178223
	Iteration 2Q: 3 clusters Score -7704346 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -7704816.000000 Penalty: 5280.178223
	Iteration 3Q: 3 clusters Score -7704816 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -7705394.000000 Penalty: 5280.178223
	Iteration 4Q: 3 clusters Score -7705394 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -7706106.000000 Penalty: 5280.178223
	Iteration 5Q: 3 clusters Score -7706106 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -7706983.000000 Penalty: 5280.178223
	Iteration 6Q: 3 clusters Score -7706983 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -7708179.500000 Penalty: 5280.178223
	Iteration 7F: 3 clusters Score -7708180 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -7709900.000000 Penalty: 5280.178223
	Iteration 8F: 3 clusters Score -7709900 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -7712142.000000 Penalty: 5280.178223
	Iteration 9F: 3 clusters Score -7712142 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -7714556.500000 Penalty: 5280.178223
	Iteration 10F: 3 clusters Score -7714556 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -7716610.000000 Penalty: 5280.178223
	Iteration 11F: 3 clusters Score -7716610 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -7717679.500000 Penalty: 5280.178223
	Iteration 12Q: 3 clusters Score -7717680 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -7718231.000000 Penalty: 5280.178223
	Iteration 13Q: 3 clusters Score -7718231 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -7718529.500000 Penalty: 5280.178223
	Iteration 14Q: 3 clusters Score -7718530 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -7718777.000000 Penalty: 5280.178223
	Iteration 15Q: 3 clusters Score -7718777 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -7718919.000000 Penalty: 5280.178223
	Iteration 16Q: 3 clusters Score -7718919 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -7719047.500000 Penalty: 5280.178223
	Iteration 17Q: 3 clusters Score -7719048 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -7719150.500000 Penalty: 5280.178223
	Iteration 18Q: 3 clusters Score -7719150 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -7719247.000000 Penalty: 5280.178223
	Iteration 19Q: 3 clusters Score -7719247 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -7719291.000000 Penalty: 5280.178223
	Iteration 20F: 3 clusters Score -7719291 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -7719326.000000 Penalty: 5280.178223
	Iteration 21Q: 3 clusters Score -7719326 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -7719357.000000 Penalty: 5280.178223
	Iteration 22Q: 3 clusters Score -7719357 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -7719366.000000 Penalty: 5280.178223
	Iteration 23Q: 3 clusters Score -7719366 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -7719399.000000 Penalty: 5280.178223
	Iteration 24Q: 3 clusters Score -7719399 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -7719414.500000 Penalty: 5280.178223
	Iteration 25Q: 3 clusters Score -7719414 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -7719444.000000 Penalty: 5280.178223
	Iteration 26Q: 3 clusters Score -7719444 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -7719468.000000 Penalty: 5280.178223
	Iteration 27Q: 3 clusters Score -7719468 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -7719472.000000 Penalty: 5280.178223
	Iteration 28Q: 3 clusters Score -7719472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -7719495.000000 Penalty: 5280.178223
	Iteration 29Q: 3 clusters Score -7719495 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -7719510.500000 Penalty: 5280.178223
	Iteration 30Q: 3 clusters Score -7719510 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7719515.500000 Penalty: 5280.178223
	Iteration 31Q: 3 clusters Score -7719516 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -7719526.500000 Penalty: 5280.178223
	Iteration 32Q: 3 clusters Score -7719526 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -7719546.500000 Penalty: 5280.178223
	Iteration 33Q: 3 clusters Score -7719546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -7719538.500000 Penalty: 5280.178223
	Iteration 34Q: 3 clusters Score -7719538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -7719519.500000 Penalty: 5280.178223
	Iteration 35Q: 3 clusters Score -7719520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -7719529.000000 Penalty: 5280.178223
	Iteration 36Q: 3 clusters Score -7719529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7719537.000000 Penalty: 5280.178223
	Iteration 37Q: 3 clusters Score -7719537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7719537.000000 Penalty: 5280.178223
	Iteration 38Q: 3 clusters Score -7719537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7719545.000000 Penalty: 5280.178223
	Iteration 39Q: 3 clusters Score -7719545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7719535.000000 Penalty: 5280.178223
	Iteration 40F: 3 clusters Score -7719535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -7719531.000000 Penalty: 5280.178223
	Iteration 41Q: 3 clusters Score -7719531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7719552.500000 Penalty: 5280.178223
	Iteration 42Q: 3 clusters Score -7719552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7719543.000000 Penalty: 5280.178223
	Iteration 43Q: 3 clusters Score -7719543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7719546.500000 Penalty: 5280.178223
	Iteration 44Q: 3 clusters Score -7719546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7719557.500000 Penalty: 5280.178223
	Iteration 45Q: 3 clusters Score -7719558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7719565.000000 Penalty: 5280.178223
	Iteration 46Q: 3 clusters Score -7719565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7719562.500000 Penalty: 5280.178223
	Iteration 47Q: 3 clusters Score -7719562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -7719556.500000 Penalty: 5280.178223
	Iteration 48Q: 3 clusters Score -7719556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7719560.000000 Penalty: 5280.178223
	Iteration 49Q: 3 clusters Score -7719560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7719560.000000 Penalty: 5280.178223
	Iteration 50Q: 3 clusters Score -7719560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7719568.500000 Penalty: 5280.178223
	Iteration 51Q: 3 clusters Score -7719568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7719570.500000 Penalty: 5280.178223
	Iteration 52Q: 3 clusters Score -7719570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7719564.500000 Penalty: 5280.178223
	Iteration 53Q: 3 clusters Score -7719564 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7719566.500000 Penalty: 5280.178223
	Iteration 54Q: 3 clusters Score -7719566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7719566.000000 Penalty: 5280.178223
	Iteration 55Q: 3 clusters Score -7719566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7719559.000000 Penalty: 5280.178223
	Iteration 56Q: 3 clusters Score -7719559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7719549.500000 Penalty: 5280.178223
	Iteration 57Q: 3 clusters Score -7719550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7719550.500000 Penalty: 5280.178223
	Iteration 58Q: 3 clusters Score -7719550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -7719551.500000 Penalty: 5280.178223
	Iteration 59Q: 3 clusters Score -7719552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7719562.000000 Penalty: 5280.178223
	Iteration 60F: 3 clusters Score -7719562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7719558.000000 Penalty: 5280.178223
	Iteration 61Q: 3 clusters Score -7719558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7719563.500000 Penalty: 5280.178223
	Iteration 62Q: 3 clusters Score -7719564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7719554.500000 Penalty: 5280.178223
	Iteration 63Q: 3 clusters Score -7719554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -7719552.500000 Penalty: 5280.178223
	Iteration 64Q: 3 clusters Score -7719552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7719548.500000 Penalty: 5280.178223
	Iteration 65Q: 3 clusters Score -7719548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7719560.500000 Penalty: 5280.178223
	Iteration 66Q: 3 clusters Score -7719560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7719557.000000 Penalty: 5280.178223
	Iteration 67Q: 3 clusters Score -7719557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7719551.500000 Penalty: 5280.178223
	Iteration 68Q: 3 clusters Score -7719552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7719558.500000 Penalty: 5280.178223
	Iteration 69Q: 3 clusters Score -7719558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7719561.500000 Penalty: 5280.178223
	Iteration 70Q: 3 clusters Score -7719562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7719569.500000 Penalty: 5280.178223
	Iteration 71Q: 3 clusters Score -7719570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7719564.000000 Penalty: 5280.178223
	Iteration 72Q: 3 clusters Score -7719564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7719580.000000 Penalty: 5280.178223
	Iteration 73Q: 3 clusters Score -7719580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7719565.000000 Penalty: 5280.178223
	Iteration 74Q: 3 clusters Score -7719565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7719566.500000 Penalty: 5280.178223
	Iteration 75Q: 3 clusters Score -7719566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7719570.000000 Penalty: 5280.178223
	Iteration 76Q: 3 clusters Score -7719570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7719565.500000 Penalty: 5280.178223
	Iteration 77Q: 3 clusters Score -7719566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7719583.500000 Penalty: 5280.178223
	Iteration 78Q: 3 clusters Score -7719584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7719571.000000 Penalty: 5280.178223
	Iteration 79Q: 3 clusters Score -7719571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -7719576.500000 Penalty: 5280.178223
	Iteration 80F: 3 clusters Score -7719576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7719577.000000 Penalty: 5280.178223
	Iteration 81Q: 3 clusters Score -7719577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7719577.000000 Penalty: 5280.178223
	Iteration 82Q: 3 clusters Score -7719577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7719578.000000 Penalty: 5280.178223
	Iteration 83Q: 3 clusters Score -7719578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7719575.000000 Penalty: 5280.178223
	Iteration 84Q: 3 clusters Score -7719575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7719579.000000 Penalty: 5280.178223
	Iteration 85Q: 3 clusters Score -7719579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7719579.000000 Penalty: 5280.178223
	Iteration 86Q: 3 clusters Score -7719579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7719567.500000 Penalty: 5280.178223
	Iteration 87Q: 3 clusters Score -7719568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7719573.000000 Penalty: 5280.178223
	Iteration 88Q: 3 clusters Score -7719573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7719573.000000 Penalty: 5280.178223
	Iteration 89F: 3 clusters Score -7719573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Entering Unmasked Estep 
Score: -8386998.000000 Penalty: 2658.982178
	Iteration 0F: 2 clusters Score -8386998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -8358061.500000 Penalty: 5317.964355
	Iteration 0F: 3 clusters Score -8358062 nChanged 20780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -8369262.500000 Penalty: 5317.964355
	Iteration 1F: 3 clusters Score -8369262 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -8369764.000000 Penalty: 5317.964355
	Iteration 2Q: 3 clusters Score -8369764 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -8370230.000000 Penalty: 5317.964355
	Iteration 3Q: 3 clusters Score -8370230 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -8370824.000000 Penalty: 5317.964355
	Iteration 4Q: 3 clusters Score -8370824 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -8371690.000000 Penalty: 5317.964355
	Iteration 5Q: 3 clusters Score -8371690 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -8372897.500000 Penalty: 5317.964355
	Iteration 6Q: 3 clusters Score -8372898 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -8374651.000000 Penalty: 5317.964355
	Iteration 7F: 3 clusters Score -8374651 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -8376871.500000 Penalty: 5317.964355
	Iteration 8F: 3 clusters Score -8376872 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -8379605.500000 Penalty: 5317.964355
	Iteration 9F: 3 clusters Score -8379606 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -8381719.000000 Penalty: 5317.964355
	Iteration 10F: 3 clusters Score -8381719 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -8382851.000000 Penalty: 5317.964355
	Iteration 11Q: 3 clusters Score -8382851 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -8383473.500000 Penalty: 5317.964355
	Iteration 12Q: 3 clusters Score -8383474 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -8383896.000000 Penalty: 5317.964355
	Iteration 13Q: 3 clusters Score -8383896 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -8384216.000000 Penalty: 5317.964355
	Iteration 14Q: 3 clusters Score -8384216 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -8384509.500000 Penalty: 5317.964355
	Iteration 15Q: 3 clusters Score -8384510 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -8384715.000000 Penalty: 5317.964355
	Iteration 16Q: 3 clusters Score -8384715 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -8384915.000000 Penalty: 5317.964355
	Iteration 17Q: 3 clusters Score -8384915 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -8385077.500000 Penalty: 5317.964355
	Iteration 18Q: 3 clusters Score -8385078 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -8385167.000000 Penalty: 5317.964355
	Iteration 19Q: 3 clusters Score -8385167 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -8385223.500000 Penalty: 5317.964355
	Iteration 20F: 3 clusters Score -8385224 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -8385269.000000 Penalty: 5317.964355
	Iteration 21Q: 3 clusters Score -8385269 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -8385312.000000 Penalty: 5317.964355
	Iteration 22Q: 3 clusters Score -8385312 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 39036 members 
Entering Unmasked Estep 
Score: -8385374.000000 Penalty: 5317.964355
	Iteration 23Q: 3 clusters Score -8385374 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -8385446.500000 Penalty: 5317.964355
	Iteration 24Q: 3 clusters Score -8385446 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -8385532.500000 Penalty: 5317.964355
	Iteration 25Q: 3 clusters Score -8385532 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -8385589.500000 Penalty: 5317.964355
	Iteration 26Q: 3 clusters Score -8385590 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -8385625.000000 Penalty: 5317.964355
	Iteration 27Q: 3 clusters Score -8385625 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -8385687.000000 Penalty: 5317.964355
	Iteration 28Q: 3 clusters Score -8385687 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -8385738.000000 Penalty: 5317.964355
	Iteration 29Q: 3 clusters Score -8385738 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -8385773.500000 Penalty: 5317.964355
	Iteration 30Q: 3 clusters Score -8385774 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -8385789.500000 Penalty: 5317.964355
	Iteration 31Q: 3 clusters Score -8385790 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -8385811.500000 Penalty: 5317.964355
	Iteration 32Q: 3 clusters Score -8385812 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -8385851.500000 Penalty: 5317.964355
	Iteration 33Q: 3 clusters Score -8385852 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -8385872.500000 Penalty: 5317.964355
	Iteration 34Q: 3 clusters Score -8385872 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -8385917.000000 Penalty: 5317.964355
	Iteration 35Q: 3 clusters Score -8385917 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -8385956.500000 Penalty: 5317.964355
	Iteration 36Q: 3 clusters Score -8385956 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -8385988.000000 Penalty: 5317.964355
	Iteration 37Q: 3 clusters Score -8385988 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -8385988.500000 Penalty: 5317.964355
	Iteration 38Q: 3 clusters Score -8385988 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -8385988.000000 Penalty: 5317.964355
	Iteration 39Q: 3 clusters Score -8385988 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -8385981.500000 Penalty: 5317.964355
	Iteration 40F: 3 clusters Score -8385982 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -8385995.500000 Penalty: 5317.964355
	Iteration 41Q: 3 clusters Score -8385996 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -8386010.500000 Penalty: 5317.964355
	Iteration 42Q: 3 clusters Score -8386010 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -8386022.000000 Penalty: 5317.964355
	Iteration 43Q: 3 clusters Score -8386022 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -8386010.000000 Penalty: 5317.964355
	Iteration 44Q: 3 clusters Score -8386010 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -8386018.000000 Penalty: 5317.964355
	Iteration 45Q: 3 clusters Score -8386018 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -8386025.000000 Penalty: 5317.964355
	Iteration 46Q: 3 clusters Score -8386025 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -8385980.000000 Penalty: 5317.964355
	Iteration 47Q: 3 clusters Score -8385980 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -8385968.000000 Penalty: 5317.964355
	Iteration 48Q: 3 clusters Score -8385968 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -8385955.000000 Penalty: 5317.964355
	Iteration 49Q: 3 clusters Score -8385955 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -8385920.000000 Penalty: 5317.964355
	Iteration 50Q: 3 clusters Score -8385920 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8385911.000000 Penalty: 5317.964355
	Iteration 51Q: 3 clusters Score -8385911 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -8385875.000000 Penalty: 5317.964355
	Iteration 52Q: 3 clusters Score -8385875 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -8385851.000000 Penalty: 5317.964355
	Iteration 53Q: 3 clusters Score -8385851 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8385830.500000 Penalty: 5317.964355
	Iteration 54Q: 3 clusters Score -8385830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -8385812.000000 Penalty: 5317.964355
	Iteration 55Q: 3 clusters Score -8385812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -8385796.500000 Penalty: 5317.964355
	Iteration 56Q: 3 clusters Score -8385796 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -8385769.500000 Penalty: 5317.964355
	Iteration 57Q: 3 clusters Score -8385770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -8385770.500000 Penalty: 5317.964355
	Iteration 58Q: 3 clusters Score -8385770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8385754.500000 Penalty: 5317.964355
	Iteration 59Q: 3 clusters Score -8385754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -8385741.000000 Penalty: 5317.964355
	Iteration 60F: 3 clusters Score -8385741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -8385710.500000 Penalty: 5317.964355
	Iteration 61Q: 3 clusters Score -8385710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -8385714.000000 Penalty: 5317.964355
	Iteration 62Q: 3 clusters Score -8385714 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -8385719.000000 Penalty: 5317.964355
	Iteration 63Q: 3 clusters Score -8385719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -8385724.500000 Penalty: 5317.964355
	Iteration 64Q: 3 clusters Score -8385724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -8385701.500000 Penalty: 5317.964355
	Iteration 65Q: 3 clusters Score -8385702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -8385691.500000 Penalty: 5317.964355
	Iteration 66Q: 3 clusters Score -8385692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -8385684.000000 Penalty: 5317.964355
	Iteration 67Q: 3 clusters Score -8385684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -8385666.500000 Penalty: 5317.964355
	Iteration 68Q: 3 clusters Score -8385666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -8385679.000000 Penalty: 5317.964355
	Iteration 69Q: 3 clusters Score -8385679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -8385661.500000 Penalty: 5317.964355
	Iteration 70Q: 3 clusters Score -8385662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -8385665.500000 Penalty: 5317.964355
	Iteration 71Q: 3 clusters Score -8385666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -8385652.500000 Penalty: 5317.964355
	Iteration 72Q: 3 clusters Score -8385652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -8385644.000000 Penalty: 5317.964355
	Iteration 73Q: 3 clusters Score -8385644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -8385637.500000 Penalty: 5317.964355
	Iteration 74Q: 3 clusters Score -8385638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8385631.500000 Penalty: 5317.964355
	Iteration 75Q: 3 clusters Score -8385632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -8385631.500000 Penalty: 5317.964355
	Iteration 76Q: 3 clusters Score -8385632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -8385633.500000 Penalty: 5317.964355
	Iteration 77Q: 3 clusters Score -8385634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8385623.500000 Penalty: 5317.964355
	Iteration 78Q: 3 clusters Score -8385624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -8385623.000000 Penalty: 5317.964355
	Iteration 79Q: 3 clusters Score -8385623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -8385624.500000 Penalty: 5317.964355
	Iteration 80F: 3 clusters Score -8385624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -8385618.000000 Penalty: 5317.964355
	Iteration 81Q: 3 clusters Score -8385618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -8385611.000000 Penalty: 5317.964355
	Iteration 82Q: 3 clusters Score -8385611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -8385619.000000 Penalty: 5317.964355
	Iteration 83Q: 3 clusters Score -8385619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -8385619.000000 Penalty: 5317.964355
	Iteration 84F: 3 clusters Score -8385619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -179923.250000 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -179923.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -177976.000000 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -177976 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -178309.125000 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -178309.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -178458.265625 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -178458.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -178570.875000 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -178570.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -178661.718750 Penalty: 3437.525391
	Iteration 4Q: 3 clusters Score -178661.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -178733.375000 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -178733.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -178789.156250 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -178789.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -178852.968750 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -178853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -178906.093750 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -178906.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -178947.875000 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -178947.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -179005.343750 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -179005.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -179055.984375 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -179056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -179101.718750 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -179101.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -179147.843750 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -179147.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -179166.796875 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -179166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -179171.109375 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -179171.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -179173.953125 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -179174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -179176.046875 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -179176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -179178.328125 Penalty: 3437.525391
	Iteration 18F: 3 clusters Score -179178.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -179188.640625 Penalty: 3437.525391
	Iteration 19Q: 3 clusters Score -179188.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -179192.468750 Penalty: 3437.525391
	Iteration 20F: 3 clusters Score -179192.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -179196.734375 Penalty: 3437.525391
	Iteration 21Q: 3 clusters Score -179196.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -179200.937500 Penalty: 3437.525391
	Iteration 22Q: 3 clusters Score -179200.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179202.500000 Penalty: 3437.525391
	Iteration 23Q: 3 clusters Score -179202.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179202.500000 Penalty: 3437.525391
	Iteration 24F: 3 clusters Score -179202.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Entering Unmasked Estep 
Score: -8227717.000000 Penalty: 2653.779785
	Iteration 0F: 2 clusters Score -8227717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -8198153.500000 Penalty: 5307.559570
	Iteration 0F: 3 clusters Score -8198154 nChanged 20317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -8209353.500000 Penalty: 5307.559570
	Iteration 1F: 3 clusters Score -8209354 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -8209920.500000 Penalty: 5307.559570
	Iteration 2Q: 3 clusters Score -8209920 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -8210550.500000 Penalty: 5307.559570
	Iteration 3Q: 3 clusters Score -8210550 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -8211346.000000 Penalty: 5307.559570
	Iteration 4Q: 3 clusters Score -8211346 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -8212332.000000 Penalty: 5307.559570
	Iteration 5F: 3 clusters Score -8212332 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -8213807.500000 Penalty: 5307.559570
	Iteration 6F: 3 clusters Score -8213808 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -8215732.500000 Penalty: 5307.559570
	Iteration 7F: 3 clusters Score -8215732 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -8218200.000000 Penalty: 5307.559570
	Iteration 8F: 3 clusters Score -8218200 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -8220537.500000 Penalty: 5307.559570
	Iteration 9F: 3 clusters Score -8220538 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -8222220.000000 Penalty: 5307.559570
	Iteration 10Q: 3 clusters Score -8222220 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8223378.000000 Penalty: 5307.559570
	Iteration 11Q: 3 clusters Score -8223378 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8224029.500000 Penalty: 5307.559570
	Iteration 12Q: 3 clusters Score -8224030 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8224499.000000 Penalty: 5307.559570
	Iteration 13Q: 3 clusters Score -8224499 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -8224749.500000 Penalty: 5307.559570
	Iteration 14Q: 3 clusters Score -8224750 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8224928.000000 Penalty: 5307.559570
	Iteration 15Q: 3 clusters Score -8224928 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8225026.500000 Penalty: 5307.559570
	Iteration 16Q: 3 clusters Score -8225026 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8225080.000000 Penalty: 5307.559570
	Iteration 17Q: 3 clusters Score -8225080 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8225143.000000 Penalty: 5307.559570
	Iteration 18Q: 3 clusters Score -8225143 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8225185.000000 Penalty: 5307.559570
	Iteration 19Q: 3 clusters Score -8225185 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8225224.000000 Penalty: 5307.559570
	Iteration 20F: 3 clusters Score -8225224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8225231.500000 Penalty: 5307.559570
	Iteration 21Q: 3 clusters Score -8225232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8225265.000000 Penalty: 5307.559570
	Iteration 22Q: 3 clusters Score -8225265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8225283.500000 Penalty: 5307.559570
	Iteration 23Q: 3 clusters Score -8225284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8225292.000000 Penalty: 5307.559570
	Iteration 24Q: 3 clusters Score -8225292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8225315.000000 Penalty: 5307.559570
	Iteration 25Q: 3 clusters Score -8225315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8225329.000000 Penalty: 5307.559570
	Iteration 26Q: 3 clusters Score -8225329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8225350.000000 Penalty: 5307.559570
	Iteration 27Q: 3 clusters Score -8225350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8225348.000000 Penalty: 5307.559570
	Iteration 28Q: 3 clusters Score -8225348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8225364.000000 Penalty: 5307.559570
	Iteration 29Q: 3 clusters Score -8225364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8225365.000000 Penalty: 5307.559570
	Iteration 30Q: 3 clusters Score -8225365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8225372.000000 Penalty: 5307.559570
	Iteration 31Q: 3 clusters Score -8225372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8225396.000000 Penalty: 5307.559570
	Iteration 32Q: 3 clusters Score -8225396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8225397.500000 Penalty: 5307.559570
	Iteration 33Q: 3 clusters Score -8225398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8225393.000000 Penalty: 5307.559570
	Iteration 34Q: 3 clusters Score -8225393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8225383.500000 Penalty: 5307.559570
	Iteration 35Q: 3 clusters Score -8225384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8225396.500000 Penalty: 5307.559570
	Iteration 36Q: 3 clusters Score -8225396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8225394.500000 Penalty: 5307.559570
	Iteration 37Q: 3 clusters Score -8225394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8225392.500000 Penalty: 5307.559570
	Iteration 38Q: 3 clusters Score -8225392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8225390.000000 Penalty: 5307.559570
	Iteration 39Q: 3 clusters Score -8225390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8225390.000000 Penalty: 5307.559570
	Iteration 40F: 3 clusters Score -8225390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8225385.000000 Penalty: 5307.559570
	Iteration 41Q: 3 clusters Score -8225385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8225387.000000 Penalty: 5307.559570
	Iteration 42Q: 3 clusters Score -8225387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8225387.000000 Penalty: 5307.559570
	Iteration 43F: 3 clusters Score -8225387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -19757.708984 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -19757.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18679.960938 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -18679.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18795.191406 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -18795.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18868.199219 Penalty: 2722.513184
	Iteration 2F: 3 clusters Score -18868.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18919.964844 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -18919.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18940.630859 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -18940.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -18952.736328 Penalty: 2722.513184
	Iteration 5Q: 3 clusters Score -18952.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18953.771484 Penalty: 2722.513184
	Iteration 6Q: 3 clusters Score -18953.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -18953.771484 Penalty: 2722.513184
	Iteration 7F: 3 clusters Score -18953.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Entering Unmasked Estep 
Score: -7593627.000000 Penalty: 2633.283447
	Iteration 0F: 2 clusters Score -7593627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -7566940.000000 Penalty: 5266.566895
	Iteration 0F: 3 clusters Score -7566940 nChanged 18632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -7577237.000000 Penalty: 5266.566895
	Iteration 1F: 3 clusters Score -7577237 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -7577951.500000 Penalty: 5266.566895
	Iteration 2Q: 3 clusters Score -7577952 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -7578919.500000 Penalty: 5266.566895
	Iteration 3F: 3 clusters Score -7578920 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -7580419.000000 Penalty: 5266.566895
	Iteration 4F: 3 clusters Score -7580419 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -7582632.500000 Penalty: 5266.566895
	Iteration 5F: 3 clusters Score -7582632 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -7585481.500000 Penalty: 5266.566895
	Iteration 6F: 3 clusters Score -7585482 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7588318.500000 Penalty: 5266.566895
	Iteration 7F: 3 clusters Score -7588318 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -7590128.500000 Penalty: 5266.566895
	Iteration 8F: 3 clusters Score -7590128 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7590837.000000 Penalty: 5266.566895
	Iteration 9Q: 3 clusters Score -7590837 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -7591135.500000 Penalty: 5266.566895
	Iteration 10Q: 3 clusters Score -7591136 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -7591227.000000 Penalty: 5266.566895
	Iteration 11Q: 3 clusters Score -7591227 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -7591298.500000 Penalty: 5266.566895
	Iteration 12Q: 3 clusters Score -7591298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -7591340.000000 Penalty: 5266.566895
	Iteration 13Q: 3 clusters Score -7591340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -7591371.000000 Penalty: 5266.566895
	Iteration 14Q: 3 clusters Score -7591371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -7591388.500000 Penalty: 5266.566895
	Iteration 15Q: 3 clusters Score -7591388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -7591407.500000 Penalty: 5266.566895
	Iteration 16Q: 3 clusters Score -7591408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -7591423.500000 Penalty: 5266.566895
	Iteration 17Q: 3 clusters Score -7591424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -7591423.500000 Penalty: 5266.566895
	Iteration 18Q: 3 clusters Score -7591424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -7591432.500000 Penalty: 5266.566895
	Iteration 19Q: 3 clusters Score -7591432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -7591428.000000 Penalty: 5266.566895
	Iteration 20F: 3 clusters Score -7591428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -7591433.000000 Penalty: 5266.566895
	Iteration 21Q: 3 clusters Score -7591433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -7591433.000000 Penalty: 5266.566895
	Iteration 22F: 3 clusters Score -7591433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -73560.960938 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -73560.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72061.210938 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -72061.21 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72580.976562 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -72580.98 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72874.453125 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -72874.45 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -73098.984375 Penalty: 3146.564697
	Iteration 3F: 3 clusters Score -73098.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -73177.914062 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -73177.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -73249.515625 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -73249.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -73320.218750 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -73320.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -73340.273438 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -73340.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73357.500000 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -73357.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -73363.757812 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -73363.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -73370.632812 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -73370.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73377.500000 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -73377.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -73381.367188 Penalty: 3146.564697
	Iteration 12Q: 3 clusters Score -73381.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73391.468750 Penalty: 3146.564697
	Iteration 13Q: 3 clusters Score -73391.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73391.468750 Penalty: 3146.564697
	Iteration 14F: 3 clusters Score -73391.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Entering Unmasked Estep 
Score: -8187177.500000 Penalty: 2651.207520
	Iteration 0F: 2 clusters Score -8187178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -8158738.000000 Penalty: 5302.415039
	Iteration 0F: 3 clusters Score -8158738 nChanged 20170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -8169841.000000 Penalty: 5302.415039
	Iteration 1F: 3 clusters Score -8169841 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -8170235.000000 Penalty: 5302.415039
	Iteration 2Q: 3 clusters Score -8170235 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -8170632.000000 Penalty: 5302.415039
	Iteration 3Q: 3 clusters Score -8170632 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -8171041.500000 Penalty: 5302.415039
	Iteration 4Q: 3 clusters Score -8171042 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -8171468.500000 Penalty: 5302.415039
	Iteration 5Q: 3 clusters Score -8171468 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -8172117.500000 Penalty: 5302.415039
	Iteration 6Q: 3 clusters Score -8172118 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -8173001.000000 Penalty: 5302.415039
	Iteration 7Q: 3 clusters Score -8173001 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -8174355.500000 Penalty: 5302.415039
	Iteration 8F: 3 clusters Score -8174356 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -8176121.000000 Penalty: 5302.415039
	Iteration 9F: 3 clusters Score -8176121 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -8178457.500000 Penalty: 5302.415039
	Iteration 10F: 3 clusters Score -8178458 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -8180821.500000 Penalty: 5302.415039
	Iteration 11F: 3 clusters Score -8180822 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -8182531.000000 Penalty: 5302.415039
	Iteration 12Q: 3 clusters Score -8182531 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -8183577.000000 Penalty: 5302.415039
	Iteration 13Q: 3 clusters Score -8183577 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -8184157.000000 Penalty: 5302.415039
	Iteration 14Q: 3 clusters Score -8184157 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -8184474.500000 Penalty: 5302.415039
	Iteration 15Q: 3 clusters Score -8184474 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -8184701.000000 Penalty: 5302.415039
	Iteration 16Q: 3 clusters Score -8184701 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8184886.000000 Penalty: 5302.415039
	Iteration 17Q: 3 clusters Score -8184886 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8185001.000000 Penalty: 5302.415039
	Iteration 18Q: 3 clusters Score -8185001 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8185095.000000 Penalty: 5302.415039
	Iteration 19Q: 3 clusters Score -8185095 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8185114.500000 Penalty: 5302.415039
	Iteration 20F: 3 clusters Score -8185114 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8185144.500000 Penalty: 5302.415039
	Iteration 21Q: 3 clusters Score -8185144 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8185194.000000 Penalty: 5302.415039
	Iteration 22Q: 3 clusters Score -8185194 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8185228.500000 Penalty: 5302.415039
	Iteration 23Q: 3 clusters Score -8185228 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8185236.000000 Penalty: 5302.415039
	Iteration 24Q: 3 clusters Score -8185236 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8185241.000000 Penalty: 5302.415039
	Iteration 25Q: 3 clusters Score -8185241 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8185231.500000 Penalty: 5302.415039
	Iteration 26Q: 3 clusters Score -8185232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8185247.000000 Penalty: 5302.415039
	Iteration 27Q: 3 clusters Score -8185247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8185251.000000 Penalty: 5302.415039
	Iteration 28Q: 3 clusters Score -8185251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8185267.000000 Penalty: 5302.415039
	Iteration 29Q: 3 clusters Score -8185267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8185272.500000 Penalty: 5302.415039
	Iteration 30Q: 3 clusters Score -8185272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8185258.500000 Penalty: 5302.415039
	Iteration 31Q: 3 clusters Score -8185258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8185262.000000 Penalty: 5302.415039
	Iteration 32Q: 3 clusters Score -8185262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8185262.000000 Penalty: 5302.415039
	Iteration 33Q: 3 clusters Score -8185262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8185264.500000 Penalty: 5302.415039
	Iteration 34Q: 3 clusters Score -8185264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8185271.000000 Penalty: 5302.415039
	Iteration 35Q: 3 clusters Score -8185271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8185273.000000 Penalty: 5302.415039
	Iteration 36Q: 3 clusters Score -8185273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8185274.500000 Penalty: 5302.415039
	Iteration 37Q: 3 clusters Score -8185274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8185270.500000 Penalty: 5302.415039
	Iteration 38Q: 3 clusters Score -8185270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8185262.500000 Penalty: 5302.415039
	Iteration 39Q: 3 clusters Score -8185262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8185272.500000 Penalty: 5302.415039
	Iteration 40F: 3 clusters Score -8185272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8185264.500000 Penalty: 5302.415039
	Iteration 41Q: 3 clusters Score -8185264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8185273.500000 Penalty: 5302.415039
	Iteration 42Q: 3 clusters Score -8185274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8185268.000000 Penalty: 5302.415039
	Iteration 43Q: 3 clusters Score -8185268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8185268.500000 Penalty: 5302.415039
	Iteration 44Q: 3 clusters Score -8185268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8185278.000000 Penalty: 5302.415039
	Iteration 45Q: 3 clusters Score -8185278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8185271.000000 Penalty: 5302.415039
	Iteration 46Q: 3 clusters Score -8185271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8185272.000000 Penalty: 5302.415039
	Iteration 47Q: 3 clusters Score -8185272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8185269.000000 Penalty: 5302.415039
	Iteration 48Q: 3 clusters Score -8185269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8185270.500000 Penalty: 5302.415039
	Iteration 49Q: 3 clusters Score -8185270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8185269.500000 Penalty: 5302.415039
	Iteration 50Q: 3 clusters Score -8185270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8185268.000000 Penalty: 5302.415039
	Iteration 51Q: 3 clusters Score -8185268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8185266.000000 Penalty: 5302.415039
	Iteration 52Q: 3 clusters Score -8185266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8185271.000000 Penalty: 5302.415039
	Iteration 53Q: 3 clusters Score -8185271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8185267.500000 Penalty: 5302.415039
	Iteration 54Q: 3 clusters Score -8185268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8185267.500000 Penalty: 5302.415039
	Iteration 55F: 3 clusters Score -8185268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Entering Unmasked Estep 
Score: -7650067.000000 Penalty: 2638.269775
	Iteration 0F: 2 clusters Score -7650067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -7621853.000000 Penalty: 5276.539551
	Iteration 0F: 3 clusters Score -7621853 nChanged 19119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -7632537.500000 Penalty: 5276.539551
	Iteration 1F: 3 clusters Score -7632538 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -7633248.000000 Penalty: 5276.539551
	Iteration 2Q: 3 clusters Score -7633248 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -7634222.500000 Penalty: 5276.539551
	Iteration 3Q: 3 clusters Score -7634222 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -7635472.000000 Penalty: 5276.539551
	Iteration 4F: 3 clusters Score -7635472 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -7637106.000000 Penalty: 5276.539551
	Iteration 5F: 3 clusters Score -7637106 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -7639299.000000 Penalty: 5276.539551
	Iteration 6F: 3 clusters Score -7639299 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -7641733.500000 Penalty: 5276.539551
	Iteration 7F: 3 clusters Score -7641734 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -7644082.500000 Penalty: 5276.539551
	Iteration 8F: 3 clusters Score -7644082 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -7645689.500000 Penalty: 5276.539551
	Iteration 9Q: 3 clusters Score -7645690 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -7646425.000000 Penalty: 5276.539551
	Iteration 10Q: 3 clusters Score -7646425 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -7646802.500000 Penalty: 5276.539551
	Iteration 11Q: 3 clusters Score -7646802 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -7647055.500000 Penalty: 5276.539551
	Iteration 12Q: 3 clusters Score -7647056 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -7647287.500000 Penalty: 5276.539551
	Iteration 13Q: 3 clusters Score -7647288 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -7647476.000000 Penalty: 5276.539551
	Iteration 14Q: 3 clusters Score -7647476 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -7647593.000000 Penalty: 5276.539551
	Iteration 15Q: 3 clusters Score -7647593 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -7647723.000000 Penalty: 5276.539551
	Iteration 16Q: 3 clusters Score -7647723 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -7647778.000000 Penalty: 5276.539551
	Iteration 17Q: 3 clusters Score -7647778 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -7647849.500000 Penalty: 5276.539551
	Iteration 18Q: 3 clusters Score -7647850 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -7647927.500000 Penalty: 5276.539551
	Iteration 19Q: 3 clusters Score -7647928 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -7648008.500000 Penalty: 5276.539551
	Iteration 20F: 3 clusters Score -7648008 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -7648074.000000 Penalty: 5276.539551
	Iteration 21Q: 3 clusters Score -7648074 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -7648136.000000 Penalty: 5276.539551
	Iteration 22Q: 3 clusters Score -7648136 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -7648177.000000 Penalty: 5276.539551
	Iteration 23Q: 3 clusters Score -7648177 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -7648225.500000 Penalty: 5276.539551
	Iteration 24Q: 3 clusters Score -7648226 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -7648258.000000 Penalty: 5276.539551
	Iteration 25Q: 3 clusters Score -7648258 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -7648300.500000 Penalty: 5276.539551
	Iteration 26Q: 3 clusters Score -7648300 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -7648347.500000 Penalty: 5276.539551
	Iteration 27Q: 3 clusters Score -7648348 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -7648380.500000 Penalty: 5276.539551
	Iteration 28Q: 3 clusters Score -7648380 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -7648412.000000 Penalty: 5276.539551
	Iteration 29Q: 3 clusters Score -7648412 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -7648447.000000 Penalty: 5276.539551
	Iteration 30Q: 3 clusters Score -7648447 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -7648455.000000 Penalty: 5276.539551
	Iteration 31Q: 3 clusters Score -7648455 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -7648477.000000 Penalty: 5276.539551
	Iteration 32Q: 3 clusters Score -7648477 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -7648491.000000 Penalty: 5276.539551
	Iteration 33Q: 3 clusters Score -7648491 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -7648489.000000 Penalty: 5276.539551
	Iteration 34Q: 3 clusters Score -7648489 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -7648488.000000 Penalty: 5276.539551
	Iteration 35Q: 3 clusters Score -7648488 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -7648510.500000 Penalty: 5276.539551
	Iteration 36Q: 3 clusters Score -7648510 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -7648514.500000 Penalty: 5276.539551
	Iteration 37Q: 3 clusters Score -7648514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -7648523.500000 Penalty: 5276.539551
	Iteration 38Q: 3 clusters Score -7648524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -7648526.500000 Penalty: 5276.539551
	Iteration 39Q: 3 clusters Score -7648526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -7648530.500000 Penalty: 5276.539551
	Iteration 40F: 3 clusters Score -7648530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -7648535.000000 Penalty: 5276.539551
	Iteration 41Q: 3 clusters Score -7648535 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -7648538.000000 Penalty: 5276.539551
	Iteration 42Q: 3 clusters Score -7648538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -7648554.000000 Penalty: 5276.539551
	Iteration 43Q: 3 clusters Score -7648554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -7648557.500000 Penalty: 5276.539551
	Iteration 44Q: 3 clusters Score -7648558 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -7648573.500000 Penalty: 5276.539551
	Iteration 45Q: 3 clusters Score -7648574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -7648596.500000 Penalty: 5276.539551
	Iteration 46Q: 3 clusters Score -7648596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -7648578.000000 Penalty: 5276.539551
	Iteration 47Q: 3 clusters Score -7648578 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -7648600.000000 Penalty: 5276.539551
	Iteration 48Q: 3 clusters Score -7648600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -7648613.000000 Penalty: 5276.539551
	Iteration 49Q: 3 clusters Score -7648613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -7648614.500000 Penalty: 5276.539551
	Iteration 50Q: 3 clusters Score -7648614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -7648621.000000 Penalty: 5276.539551
	Iteration 51Q: 3 clusters Score -7648621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -7648631.500000 Penalty: 5276.539551
	Iteration 52Q: 3 clusters Score -7648632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -7648632.000000 Penalty: 5276.539551
	Iteration 53Q: 3 clusters Score -7648632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -7648628.000000 Penalty: 5276.539551
	Iteration 54Q: 3 clusters Score -7648628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -7648635.000000 Penalty: 5276.539551
	Iteration 55Q: 3 clusters Score -7648635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -7648635.000000 Penalty: 5276.539551
	Iteration 56Q: 3 clusters Score -7648635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -7648635.500000 Penalty: 5276.539551
	Iteration 57Q: 3 clusters Score -7648636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -7648631.500000 Penalty: 5276.539551
	Iteration 58Q: 3 clusters Score -7648632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -7648642.500000 Penalty: 5276.539551
	Iteration 59Q: 3 clusters Score -7648642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -7648644.000000 Penalty: 5276.539551
	Iteration 60F: 3 clusters Score -7648644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -7648654.000000 Penalty: 5276.539551
	Iteration 61Q: 3 clusters Score -7648654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -7648665.000000 Penalty: 5276.539551
	Iteration 62Q: 3 clusters Score -7648665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -7648663.000000 Penalty: 5276.539551
	Iteration 63Q: 3 clusters Score -7648663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -7648660.000000 Penalty: 5276.539551
	Iteration 64Q: 3 clusters Score -7648660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -7648663.000000 Penalty: 5276.539551
	Iteration 65Q: 3 clusters Score -7648663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -7648660.500000 Penalty: 5276.539551
	Iteration 66Q: 3 clusters Score -7648660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -7648660.000000 Penalty: 5276.539551
	Iteration 67Q: 3 clusters Score -7648660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -7648659.000000 Penalty: 5276.539551
	Iteration 68Q: 3 clusters Score -7648659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -7648671.000000 Penalty: 5276.539551
	Iteration 69Q: 3 clusters Score -7648671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -7648665.500000 Penalty: 5276.539551
	Iteration 70Q: 3 clusters Score -7648666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -7648659.500000 Penalty: 5276.539551
	Iteration 71Q: 3 clusters Score -7648660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -7648653.000000 Penalty: 5276.539551
	Iteration 72Q: 3 clusters Score -7648653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -7648662.000000 Penalty: 5276.539551
	Iteration 73Q: 3 clusters Score -7648662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -7648670.500000 Penalty: 5276.539551
	Iteration 74Q: 3 clusters Score -7648670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -7648677.000000 Penalty: 5276.539551
	Iteration 75Q: 3 clusters Score -7648677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -7648680.500000 Penalty: 5276.539551
	Iteration 76Q: 3 clusters Score -7648680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -7648684.000000 Penalty: 5276.539551
	Iteration 77Q: 3 clusters Score -7648684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -7648684.500000 Penalty: 5276.539551
	Iteration 78Q: 3 clusters Score -7648684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -7648680.500000 Penalty: 5276.539551
	Iteration 79Q: 3 clusters Score -7648680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -7648681.000000 Penalty: 5276.539551
	Iteration 80F: 3 clusters Score -7648681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -7648682.500000 Penalty: 5276.539551
	Iteration 81Q: 3 clusters Score -7648682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -7648682.500000 Penalty: 5276.539551
	Iteration 82F: 3 clusters Score -7648682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Entering Unmasked Estep 
Score: -7100033.000000 Penalty: 2620.098145
	Iteration 0F: 2 clusters Score -7100033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -7073791.000000 Penalty: 5240.196289
	Iteration 0F: 3 clusters Score -7073791 nChanged 17695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -7083619.000000 Penalty: 5240.196289
	Iteration 1F: 3 clusters Score -7083619 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -7084343.500000 Penalty: 5240.196289
	Iteration 2Q: 3 clusters Score -7084344 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -7085208.500000 Penalty: 5240.196289
	Iteration 3Q: 3 clusters Score -7085208 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -7086343.000000 Penalty: 5240.196289
	Iteration 4Q: 3 clusters Score -7086343 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -7087672.500000 Penalty: 5240.196289
	Iteration 5F: 3 clusters Score -7087672 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -7088933.000000 Penalty: 5240.196289
	Iteration 6F: 3 clusters Score -7088933 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -7090130.000000 Penalty: 5240.196289
	Iteration 7Q: 3 clusters Score -7090130 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -7091130.500000 Penalty: 5240.196289
	Iteration 8Q: 3 clusters Score -7091130 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -7091903.000000 Penalty: 5240.196289
	Iteration 9Q: 3 clusters Score -7091903 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -7092502.000000 Penalty: 5240.196289
	Iteration 10Q: 3 clusters Score -7092502 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -7092893.000000 Penalty: 5240.196289
	Iteration 11Q: 3 clusters Score -7092893 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -7093189.000000 Penalty: 5240.196289
	Iteration 12Q: 3 clusters Score -7093189 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -7093362.500000 Penalty: 5240.196289
	Iteration 13Q: 3 clusters Score -7093362 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -7093578.500000 Penalty: 5240.196289
	Iteration 14Q: 3 clusters Score -7093578 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -7093726.500000 Penalty: 5240.196289
	Iteration 15Q: 3 clusters Score -7093726 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -7093856.500000 Penalty: 5240.196289
	Iteration 16Q: 3 clusters Score -7093856 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -7094038.500000 Penalty: 5240.196289
	Iteration 17Q: 3 clusters Score -7094038 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -7094212.000000 Penalty: 5240.196289
	Iteration 18Q: 3 clusters Score -7094212 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -7094367.000000 Penalty: 5240.196289
	Iteration 19Q: 3 clusters Score -7094367 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -7094595.000000 Penalty: 5240.196289
	Iteration 20F: 3 clusters Score -7094595 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -7094818.000000 Penalty: 5240.196289
	Iteration 21Q: 3 clusters Score -7094818 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -7095050.000000 Penalty: 5240.196289
	Iteration 22Q: 3 clusters Score -7095050 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -7095284.000000 Penalty: 5240.196289
	Iteration 23Q: 3 clusters Score -7095284 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -7095554.500000 Penalty: 5240.196289
	Iteration 24Q: 3 clusters Score -7095554 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -7095878.000000 Penalty: 5240.196289
	Iteration 25Q: 3 clusters Score -7095878 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -7096174.500000 Penalty: 5240.196289
	Iteration 26Q: 3 clusters Score -7096174 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -7096449.000000 Penalty: 5240.196289
	Iteration 27Q: 3 clusters Score -7096449 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -7096701.000000 Penalty: 5240.196289
	Iteration 28Q: 3 clusters Score -7096701 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -7096882.500000 Penalty: 5240.196289
	Iteration 29Q: 3 clusters Score -7096882 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -7097110.500000 Penalty: 5240.196289
	Iteration 30Q: 3 clusters Score -7097110 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -7097257.500000 Penalty: 5240.196289
	Iteration 31Q: 3 clusters Score -7097258 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -7097375.000000 Penalty: 5240.196289
	Iteration 32Q: 3 clusters Score -7097375 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -7097469.000000 Penalty: 5240.196289
	Iteration 33Q: 3 clusters Score -7097469 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -7097543.000000 Penalty: 5240.196289
	Iteration 34Q: 3 clusters Score -7097543 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -7097588.000000 Penalty: 5240.196289
	Iteration 35Q: 3 clusters Score -7097588 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -7097622.000000 Penalty: 5240.196289
	Iteration 36Q: 3 clusters Score -7097622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -7097651.000000 Penalty: 5240.196289
	Iteration 37Q: 3 clusters Score -7097651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -7097688.000000 Penalty: 5240.196289
	Iteration 38Q: 3 clusters Score -7097688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -7097715.500000 Penalty: 5240.196289
	Iteration 39Q: 3 clusters Score -7097716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -7097740.500000 Penalty: 5240.196289
	Iteration 40F: 3 clusters Score -7097740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -7097754.500000 Penalty: 5240.196289
	Iteration 41Q: 3 clusters Score -7097754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -7097764.000000 Penalty: 5240.196289
	Iteration 42Q: 3 clusters Score -7097764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -7097771.500000 Penalty: 5240.196289
	Iteration 43Q: 3 clusters Score -7097772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -7097781.000000 Penalty: 5240.196289
	Iteration 44Q: 3 clusters Score -7097781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -7097780.500000 Penalty: 5240.196289
	Iteration 45Q: 3 clusters Score -7097780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -7097778.000000 Penalty: 5240.196289
	Iteration 46Q: 3 clusters Score -7097778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -7097786.000000 Penalty: 5240.196289
	Iteration 47Q: 3 clusters Score -7097786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -7097789.000000 Penalty: 5240.196289
	Iteration 48Q: 3 clusters Score -7097789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -7097795.500000 Penalty: 5240.196289
	Iteration 49Q: 3 clusters Score -7097796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -7097795.500000 Penalty: 5240.196289
	Iteration 50F: 3 clusters Score -7097796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Entering Unmasked Estep 
Score: -8087711.500000 Penalty: 2649.553467
	Iteration 0F: 2 clusters Score -8087712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -8059327.000000 Penalty: 5299.106934
	Iteration 0F: 3 clusters Score -8059327 nChanged 20077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -8070625.000000 Penalty: 5299.106934
	Iteration 1F: 3 clusters Score -8070625 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -8071170.000000 Penalty: 5299.106934
	Iteration 2Q: 3 clusters Score -8071170 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -8071841.000000 Penalty: 5299.106934
	Iteration 3Q: 3 clusters Score -8071841 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -8072689.000000 Penalty: 5299.106934
	Iteration 4Q: 3 clusters Score -8072689 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -8073921.500000 Penalty: 5299.106934
	Iteration 5F: 3 clusters Score -8073922 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -8075588.000000 Penalty: 5299.106934
	Iteration 6F: 3 clusters Score -8075588 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -8077767.000000 Penalty: 5299.106934
	Iteration 7F: 3 clusters Score -8077767 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -8080059.000000 Penalty: 5299.106934
	Iteration 8F: 3 clusters Score -8080059 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -8081943.000000 Penalty: 5299.106934
	Iteration 9F: 3 clusters Score -8081943 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -8083293.500000 Penalty: 5299.106934
	Iteration 10Q: 3 clusters Score -8083294 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -8084095.500000 Penalty: 5299.106934
	Iteration 11Q: 3 clusters Score -8084096 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -8084626.500000 Penalty: 5299.106934
	Iteration 12Q: 3 clusters Score -8084626 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8085000.500000 Penalty: 5299.106934
	Iteration 13Q: 3 clusters Score -8085000 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8085262.000000 Penalty: 5299.106934
	Iteration 14Q: 3 clusters Score -8085262 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8085456.500000 Penalty: 5299.106934
	Iteration 15Q: 3 clusters Score -8085456 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -8085607.000000 Penalty: 5299.106934
	Iteration 16Q: 3 clusters Score -8085607 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8085699.500000 Penalty: 5299.106934
	Iteration 17Q: 3 clusters Score -8085700 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8085781.500000 Penalty: 5299.106934
	Iteration 18Q: 3 clusters Score -8085782 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8085852.000000 Penalty: 5299.106934
	Iteration 19Q: 3 clusters Score -8085852 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -8085883.500000 Penalty: 5299.106934
	Iteration 20F: 3 clusters Score -8085884 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8085931.000000 Penalty: 5299.106934
	Iteration 21Q: 3 clusters Score -8085931 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8085962.000000 Penalty: 5299.106934
	Iteration 22Q: 3 clusters Score -8085962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8085976.500000 Penalty: 5299.106934
	Iteration 23Q: 3 clusters Score -8085976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -8085999.500000 Penalty: 5299.106934
	Iteration 24Q: 3 clusters Score -8086000 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8086018.000000 Penalty: 5299.106934
	Iteration 25Q: 3 clusters Score -8086018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8086027.500000 Penalty: 5299.106934
	Iteration 26Q: 3 clusters Score -8086028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8086039.000000 Penalty: 5299.106934
	Iteration 27Q: 3 clusters Score -8086039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8086041.500000 Penalty: 5299.106934
	Iteration 28Q: 3 clusters Score -8086042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8086047.500000 Penalty: 5299.106934
	Iteration 29Q: 3 clusters Score -8086048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8086051.500000 Penalty: 5299.106934
	Iteration 30Q: 3 clusters Score -8086052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8086055.000000 Penalty: 5299.106934
	Iteration 31Q: 3 clusters Score -8086055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8086061.500000 Penalty: 5299.106934
	Iteration 32Q: 3 clusters Score -8086062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8086064.500000 Penalty: 5299.106934
	Iteration 33Q: 3 clusters Score -8086064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8086064.000000 Penalty: 5299.106934
	Iteration 34Q: 3 clusters Score -8086064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8086048.500000 Penalty: 5299.106934
	Iteration 35Q: 3 clusters Score -8086048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8086059.000000 Penalty: 5299.106934
	Iteration 36Q: 3 clusters Score -8086059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -8086064.000000 Penalty: 5299.106934
	Iteration 37Q: 3 clusters Score -8086064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8086051.500000 Penalty: 5299.106934
	Iteration 38Q: 3 clusters Score -8086052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8086060.000000 Penalty: 5299.106934
	Iteration 39Q: 3 clusters Score -8086060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8086063.000000 Penalty: 5299.106934
	Iteration 40F: 3 clusters Score -8086063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8086061.000000 Penalty: 5299.106934
	Iteration 41Q: 3 clusters Score -8086061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8086068.500000 Penalty: 5299.106934
	Iteration 42Q: 3 clusters Score -8086068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8086069.000000 Penalty: 5299.106934
	Iteration 43Q: 3 clusters Score -8086069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8086070.000000 Penalty: 5299.106934
	Iteration 44Q: 3 clusters Score -8086070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8086066.000000 Penalty: 5299.106934
	Iteration 45Q: 3 clusters Score -8086066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8086065.000000 Penalty: 5299.106934
	Iteration 46Q: 3 clusters Score -8086065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8086065.000000 Penalty: 5299.106934
	Iteration 47F: 3 clusters Score -8086065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Entering Unmasked Estep 
Score: -6005981.500000 Penalty: 2583.934814
	Iteration 0F: 2 clusters Score -6005982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -5983098.000000 Penalty: 5167.869629
	Iteration 0F: 3 clusters Score -5983098 nChanged 15253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -5991313.500000 Penalty: 5167.869629
	Iteration 1F: 3 clusters Score -5991314 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -5991936.500000 Penalty: 5167.869629
	Iteration 2Q: 3 clusters Score -5991936 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -5992645.000000 Penalty: 5167.869629
	Iteration 3Q: 3 clusters Score -5992645 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -5993317.500000 Penalty: 5167.869629
	Iteration 4Q: 3 clusters Score -5993318 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -5993990.000000 Penalty: 5167.869629
	Iteration 5Q: 3 clusters Score -5993990 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -5994622.000000 Penalty: 5167.869629
	Iteration 6Q: 3 clusters Score -5994622 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -5995343.000000 Penalty: 5167.869629
	Iteration 7Q: 3 clusters Score -5995343 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -5996112.500000 Penalty: 5167.869629
	Iteration 8Q: 3 clusters Score -5996112 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -5996998.000000 Penalty: 5167.869629
	Iteration 9Q: 3 clusters Score -5996998 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -5997906.000000 Penalty: 5167.869629
	Iteration 10Q: 3 clusters Score -5997906 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -5998838.500000 Penalty: 5167.869629
	Iteration 11Q: 3 clusters Score -5998838 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -5999651.000000 Penalty: 5167.869629
	Iteration 12Q: 3 clusters Score -5999651 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -6000515.000000 Penalty: 5167.869629
	Iteration 13Q: 3 clusters Score -6000515 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -6001232.500000 Penalty: 5167.869629
	Iteration 14Q: 3 clusters Score -6001232 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -6001901.000000 Penalty: 5167.869629
	Iteration 15Q: 3 clusters Score -6001901 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6002473.500000 Penalty: 5167.869629
	Iteration 16Q: 3 clusters Score -6002474 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6002970.500000 Penalty: 5167.869629
	Iteration 17Q: 3 clusters Score -6002970 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6003361.500000 Penalty: 5167.869629
	Iteration 18Q: 3 clusters Score -6003362 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6003595.500000 Penalty: 5167.869629
	Iteration 19Q: 3 clusters Score -6003596 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -6003734.500000 Penalty: 5167.869629
	Iteration 20F: 3 clusters Score -6003734 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6003819.000000 Penalty: 5167.869629
	Iteration 21Q: 3 clusters Score -6003819 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -6003865.000000 Penalty: 5167.869629
	Iteration 22Q: 3 clusters Score -6003865 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6003898.500000 Penalty: 5167.869629
	Iteration 23Q: 3 clusters Score -6003898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -6003927.500000 Penalty: 5167.869629
	Iteration 24Q: 3 clusters Score -6003928 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6003947.000000 Penalty: 5167.869629
	Iteration 25Q: 3 clusters Score -6003947 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -6003972.000000 Penalty: 5167.869629
	Iteration 26Q: 3 clusters Score -6003972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -6003969.000000 Penalty: 5167.869629
	Iteration 27Q: 3 clusters Score -6003969 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6003983.000000 Penalty: 5167.869629
	Iteration 28Q: 3 clusters Score -6003983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6003996.000000 Penalty: 5167.869629
	Iteration 29Q: 3 clusters Score -6003996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6004010.500000 Penalty: 5167.869629
	Iteration 30Q: 3 clusters Score -6004010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6004006.000000 Penalty: 5167.869629
	Iteration 31Q: 3 clusters Score -6004006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -6004017.500000 Penalty: 5167.869629
	Iteration 32Q: 3 clusters Score -6004018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6004032.500000 Penalty: 5167.869629
	Iteration 33Q: 3 clusters Score -6004032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6004039.500000 Penalty: 5167.869629
	Iteration 34Q: 3 clusters Score -6004040 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -6004047.500000 Penalty: 5167.869629
	Iteration 35Q: 3 clusters Score -6004048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6004058.500000 Penalty: 5167.869629
	Iteration 36Q: 3 clusters Score -6004058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6004053.500000 Penalty: 5167.869629
	Iteration 37Q: 3 clusters Score -6004054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -6004048.000000 Penalty: 5167.869629
	Iteration 38Q: 3 clusters Score -6004048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -6004050.500000 Penalty: 5167.869629
	Iteration 39Q: 3 clusters Score -6004050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6004054.500000 Penalty: 5167.869629
	Iteration 40F: 3 clusters Score -6004054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6004056.500000 Penalty: 5167.869629
	Iteration 41Q: 3 clusters Score -6004056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6004053.000000 Penalty: 5167.869629
	Iteration 42Q: 3 clusters Score -6004053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -6004062.000000 Penalty: 5167.869629
	Iteration 43Q: 3 clusters Score -6004062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -6004061.500000 Penalty: 5167.869629
	Iteration 44Q: 3 clusters Score -6004062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6004062.500000 Penalty: 5167.869629
	Iteration 45Q: 3 clusters Score -6004062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6004058.500000 Penalty: 5167.869629
	Iteration 46Q: 3 clusters Score -6004058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -6004064.500000 Penalty: 5167.869629
	Iteration 47Q: 3 clusters Score -6004064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -6004063.500000 Penalty: 5167.869629
	Iteration 48Q: 3 clusters Score -6004064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6004072.000000 Penalty: 5167.869629
	Iteration 49Q: 3 clusters Score -6004072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6004078.500000 Penalty: 5167.869629
	Iteration 50Q: 3 clusters Score -6004078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6004080.000000 Penalty: 5167.869629
	Iteration 51Q: 3 clusters Score -6004080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6004079.500000 Penalty: 5167.869629
	Iteration 52Q: 3 clusters Score -6004080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6004078.000000 Penalty: 5167.869629
	Iteration 53Q: 3 clusters Score -6004078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6004079.500000 Penalty: 5167.869629
	Iteration 54Q: 3 clusters Score -6004080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6004079.500000 Penalty: 5167.869629
	Iteration 55Q: 3 clusters Score -6004080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6004085.500000 Penalty: 5167.869629
	Iteration 56Q: 3 clusters Score -6004086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6004080.500000 Penalty: 5167.869629
	Iteration 57Q: 3 clusters Score -6004080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6004075.500000 Penalty: 5167.869629
	Iteration 58Q: 3 clusters Score -6004076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6004084.500000 Penalty: 5167.869629
	Iteration 59Q: 3 clusters Score -6004084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32102 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -6004089.500000 Penalty: 5167.869629
	Iteration 60F: 3 clusters Score -6004090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6004097.000000 Penalty: 5167.869629
	Iteration 61Q: 3 clusters Score -6004097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6004091.000000 Penalty: 5167.869629
	Iteration 62Q: 3 clusters Score -6004091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6004089.500000 Penalty: 5167.869629
	Iteration 63Q: 3 clusters Score -6004090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6004101.500000 Penalty: 5167.869629
	Iteration 64Q: 3 clusters Score -6004102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6004104.500000 Penalty: 5167.869629
	Iteration 65Q: 3 clusters Score -6004104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6004111.500000 Penalty: 5167.869629
	Iteration 66Q: 3 clusters Score -6004112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6004112.500000 Penalty: 5167.869629
	Iteration 67Q: 3 clusters Score -6004112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6004113.000000 Penalty: 5167.869629
	Iteration 68Q: 3 clusters Score -6004113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -6004112.500000 Penalty: 5167.869629
	Iteration 69Q: 3 clusters Score -6004112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6004111.500000 Penalty: 5167.869629
	Iteration 70Q: 3 clusters Score -6004112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6004117.000000 Penalty: 5167.869629
	Iteration 71Q: 3 clusters Score -6004117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6004113.000000 Penalty: 5167.869629
	Iteration 72Q: 3 clusters Score -6004113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6004113.000000 Penalty: 5167.869629
	Iteration 73F: 3 clusters Score -6004113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Entering Unmasked Estep 
Score: -8270185.500000 Penalty: 2658.401611
	Iteration 0F: 2 clusters Score -8270186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -8240193.500000 Penalty: 5316.803223
	Iteration 0F: 3 clusters Score -8240194 nChanged 20720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -8251841.500000 Penalty: 5316.803223
	Iteration 1F: 3 clusters Score -8251842 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -8252519.500000 Penalty: 5316.803223
	Iteration 2Q: 3 clusters Score -8252520 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -8253331.000000 Penalty: 5316.803223
	Iteration 3Q: 3 clusters Score -8253331 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -8254356.000000 Penalty: 5316.803223
	Iteration 4Q: 3 clusters Score -8254356 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -8255661.000000 Penalty: 5316.803223
	Iteration 5Q: 3 clusters Score -8255661 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -8257242.500000 Penalty: 5316.803223
	Iteration 6Q: 3 clusters Score -8257242 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -8258845.500000 Penalty: 5316.803223
	Iteration 7F: 3 clusters Score -8258846 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -8260362.000000 Penalty: 5316.803223
	Iteration 8Q: 3 clusters Score -8260362 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -8261608.000000 Penalty: 5316.803223
	Iteration 9Q: 3 clusters Score -8261608 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -8262618.500000 Penalty: 5316.803223
	Iteration 10Q: 3 clusters Score -8262618 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -8263375.500000 Penalty: 5316.803223
	Iteration 11Q: 3 clusters Score -8263376 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -8263884.000000 Penalty: 5316.803223
	Iteration 12Q: 3 clusters Score -8263884 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -8264269.000000 Penalty: 5316.803223
	Iteration 13Q: 3 clusters Score -8264269 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -8264599.500000 Penalty: 5316.803223
	Iteration 14Q: 3 clusters Score -8264600 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -8264926.000000 Penalty: 5316.803223
	Iteration 15Q: 3 clusters Score -8264926 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -8265208.000000 Penalty: 5316.803223
	Iteration 16Q: 3 clusters Score -8265208 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -8265472.500000 Penalty: 5316.803223
	Iteration 17Q: 3 clusters Score -8265472 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -8265774.500000 Penalty: 5316.803223
	Iteration 18Q: 3 clusters Score -8265774 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -8266050.000000 Penalty: 5316.803223
	Iteration 19Q: 3 clusters Score -8266050 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -8266318.000000 Penalty: 5316.803223
	Iteration 20F: 3 clusters Score -8266318 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -8266545.500000 Penalty: 5316.803223
	Iteration 21Q: 3 clusters Score -8266546 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -8266788.500000 Penalty: 5316.803223
	Iteration 22Q: 3 clusters Score -8266788 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -8266978.500000 Penalty: 5316.803223
	Iteration 23Q: 3 clusters Score -8266978 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -8267158.500000 Penalty: 5316.803223
	Iteration 24Q: 3 clusters Score -8267158 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -8267301.500000 Penalty: 5316.803223
	Iteration 25Q: 3 clusters Score -8267302 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -8267438.500000 Penalty: 5316.803223
	Iteration 26Q: 3 clusters Score -8267438 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -8267534.000000 Penalty: 5316.803223
	Iteration 27Q: 3 clusters Score -8267534 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -8267610.000000 Penalty: 5316.803223
	Iteration 28Q: 3 clusters Score -8267610 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -8267692.500000 Penalty: 5316.803223
	Iteration 29Q: 3 clusters Score -8267692 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -8267741.500000 Penalty: 5316.803223
	Iteration 30Q: 3 clusters Score -8267742 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -8267780.000000 Penalty: 5316.803223
	Iteration 31Q: 3 clusters Score -8267780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -8267803.000000 Penalty: 5316.803223
	Iteration 32Q: 3 clusters Score -8267803 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8267826.500000 Penalty: 5316.803223
	Iteration 33Q: 3 clusters Score -8267826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -8267853.500000 Penalty: 5316.803223
	Iteration 34Q: 3 clusters Score -8267854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -8267889.000000 Penalty: 5316.803223
	Iteration 35Q: 3 clusters Score -8267889 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -8267928.000000 Penalty: 5316.803223
	Iteration 36Q: 3 clusters Score -8267928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -8267927.000000 Penalty: 5316.803223
	Iteration 37Q: 3 clusters Score -8267927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -8267944.500000 Penalty: 5316.803223
	Iteration 38Q: 3 clusters Score -8267944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -8267966.000000 Penalty: 5316.803223
	Iteration 39Q: 3 clusters Score -8267966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -8267977.000000 Penalty: 5316.803223
	Iteration 40F: 3 clusters Score -8267977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -8267992.000000 Penalty: 5316.803223
	Iteration 41Q: 3 clusters Score -8267992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -8267982.000000 Penalty: 5316.803223
	Iteration 42Q: 3 clusters Score -8267982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8268000.500000 Penalty: 5316.803223
	Iteration 43Q: 3 clusters Score -8268000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -8267999.500000 Penalty: 5316.803223
	Iteration 44Q: 3 clusters Score -8268000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -8268015.000000 Penalty: 5316.803223
	Iteration 45Q: 3 clusters Score -8268015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -8268017.000000 Penalty: 5316.803223
	Iteration 46Q: 3 clusters Score -8268017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8268022.000000 Penalty: 5316.803223
	Iteration 47Q: 3 clusters Score -8268022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -8268019.500000 Penalty: 5316.803223
	Iteration 48Q: 3 clusters Score -8268020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -8268024.500000 Penalty: 5316.803223
	Iteration 49Q: 3 clusters Score -8268024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -8268031.500000 Penalty: 5316.803223
	Iteration 50Q: 3 clusters Score -8268032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -8268029.000000 Penalty: 5316.803223
	Iteration 51Q: 3 clusters Score -8268029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8268029.500000 Penalty: 5316.803223
	Iteration 52Q: 3 clusters Score -8268030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -8268027.000000 Penalty: 5316.803223
	Iteration 53Q: 3 clusters Score -8268027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -8268037.000000 Penalty: 5316.803223
	Iteration 54Q: 3 clusters Score -8268037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -8268041.500000 Penalty: 5316.803223
	Iteration 55Q: 3 clusters Score -8268042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -8268038.500000 Penalty: 5316.803223
	Iteration 56Q: 3 clusters Score -8268038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -8268046.000000 Penalty: 5316.803223
	Iteration 57Q: 3 clusters Score -8268046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -8268041.000000 Penalty: 5316.803223
	Iteration 58Q: 3 clusters Score -8268041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -8268042.500000 Penalty: 5316.803223
	Iteration 59Q: 3 clusters Score -8268042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -8268042.500000 Penalty: 5316.803223
	Iteration 60F: 3 clusters Score -8268042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Entering Unmasked Estep 
Score: -9313573.000000 Penalty: 2681.593018
	Iteration 0F: 2 clusters Score -9313573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -9285397.000000 Penalty: 5363.186035
	Iteration 0F: 3 clusters Score -9285397 nChanged 22914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -9298100.000000 Penalty: 5363.186035
	Iteration 1F: 3 clusters Score -9298100 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -9298617.000000 Penalty: 5363.186035
	Iteration 2Q: 3 clusters Score -9298617 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -9299133.000000 Penalty: 5363.186035
	Iteration 3Q: 3 clusters Score -9299133 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -9299839.000000 Penalty: 5363.186035
	Iteration 4Q: 3 clusters Score -9299839 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -9300801.000000 Penalty: 5363.186035
	Iteration 5Q: 3 clusters Score -9300801 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -9302280.000000 Penalty: 5363.186035
	Iteration 6F: 3 clusters Score -9302280 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -9304185.000000 Penalty: 5363.186035
	Iteration 7F: 3 clusters Score -9304185 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -9306254.000000 Penalty: 5363.186035
	Iteration 8F: 3 clusters Score -9306254 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -9308321.000000 Penalty: 5363.186035
	Iteration 9F: 3 clusters Score -9308321 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -9310194.000000 Penalty: 5363.186035
	Iteration 10Q: 3 clusters Score -9310194 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -9311489.000000 Penalty: 5363.186035
	Iteration 11Q: 3 clusters Score -9311489 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -9312093.000000 Penalty: 5363.186035
	Iteration 12Q: 3 clusters Score -9312093 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -9312277.000000 Penalty: 5363.186035
	Iteration 13Q: 3 clusters Score -9312277 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -9312206.000000 Penalty: 5363.186035
	Iteration 14Q: 3 clusters Score -9312206 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -9312022.000000 Penalty: 5363.186035
	Iteration 15Q: 3 clusters Score -9312022 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -9311790.000000 Penalty: 5363.186035
	Iteration 16Q: 3 clusters Score -9311790 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -9311608.000000 Penalty: 5363.186035
	Iteration 17Q: 3 clusters Score -9311608 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -9311471.000000 Penalty: 5363.186035
	Iteration 18Q: 3 clusters Score -9311471 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -9311446.000000 Penalty: 5363.186035
	Iteration 19Q: 3 clusters Score -9311446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -9311436.000000 Penalty: 5363.186035
	Iteration 20F: 3 clusters Score -9311436 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -9311416.000000 Penalty: 5363.186035
	Iteration 21Q: 3 clusters Score -9311416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -9311412.000000 Penalty: 5363.186035
	Iteration 22Q: 3 clusters Score -9311412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -9311418.000000 Penalty: 5363.186035
	Iteration 23Q: 3 clusters Score -9311418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -9311419.000000 Penalty: 5363.186035
	Iteration 24Q: 3 clusters Score -9311419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -9311424.000000 Penalty: 5363.186035
	Iteration 25Q: 3 clusters Score -9311424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -9311405.000000 Penalty: 5363.186035
	Iteration 26Q: 3 clusters Score -9311405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -9311419.000000 Penalty: 5363.186035
	Iteration 27Q: 3 clusters Score -9311419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -9311414.000000 Penalty: 5363.186035
	Iteration 28Q: 3 clusters Score -9311414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -9311405.000000 Penalty: 5363.186035
	Iteration 29Q: 3 clusters Score -9311405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -9311418.000000 Penalty: 5363.186035
	Iteration 30Q: 3 clusters Score -9311418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -9311423.000000 Penalty: 5363.186035
	Iteration 31Q: 3 clusters Score -9311423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -9311413.000000 Penalty: 5363.186035
	Iteration 32Q: 3 clusters Score -9311413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -9311424.000000 Penalty: 5363.186035
	Iteration 33Q: 3 clusters Score -9311424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -9311427.000000 Penalty: 5363.186035
	Iteration 34Q: 3 clusters Score -9311427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -9311427.000000 Penalty: 5363.186035
	Iteration 35F: 3 clusters Score -9311427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -44229.050781 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -44229.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42912.167969 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -42912.17 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43261.738281 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -43261.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43363.984375 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -43363.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43485.601562 Penalty: 2977.927979
	Iteration 3F: 3 clusters Score -43485.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43519.812500 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -43519.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43535.128906 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -43535.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43550.304688 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -43550.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43550.304688 Penalty: 2977.927979
	Iteration 7F: 3 clusters Score -43550.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -90312.640625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -90312.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -88796.296875 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -88796.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89323.851562 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -89323.85 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -89543.906250 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -89543.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -89667.921875 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -89667.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -89806.007812 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -89806.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89914.437500 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -89914.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -90028.781250 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -90028.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -90114.093750 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -90114.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -90158.335938 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -90158.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90166.328125 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -90166.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90171.367188 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -90171.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90174.710938 Penalty: 3197.076904
	Iteration 11F: 3 clusters Score -90174.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -90192.640625 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -90192.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90219.750000 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -90219.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -90225.570312 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -90225.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90236.085938 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -90236.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90244.718750 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -90244.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90247.609375 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -90247.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90247.609375 Penalty: 3197.076904
	Iteration 18F: 3 clusters Score -90247.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 41353 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47362 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43575 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44721 members 
Mstep: Class 9 contains 42004 members 
Mstep: Class 10 contains 45329 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 44388 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40867 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43930 members 
Mstep: Class 17 contains 41697 members 
Mstep: Class 18 contains 38751 members 
Mstep: Class 19 contains 43638 members 
Mstep: Class 20 contains 33493 members 
Mstep: Class 21 contains 45223 members 
Mstep: Class 22 contains 49656 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926376.000000 Penalty: 80096.007812
Iteration 239Q: 25 clusters Score -1.269264e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 41348 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47348 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43565 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44697 members 
Mstep: Class 9 contains 42025 members 
Mstep: Class 10 contains 45319 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 44393 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40867 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43926 members 
Mstep: Class 17 contains 41712 members 
Mstep: Class 18 contains 38770 members 
Mstep: Class 19 contains 43662 members 
Mstep: Class 20 contains 33490 members 
Mstep: Class 21 contains 45225 members 
Mstep: Class 22 contains 49656 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926360.000000 Penalty: 80096.007812
Iteration 240F: 25 clusters Score -1.269264e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 41340 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47342 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43555 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44711 members 
Mstep: Class 9 contains 42044 members 
Mstep: Class 10 contains 45310 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 44396 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40863 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43922 members 
Mstep: Class 17 contains 41708 members 
Mstep: Class 18 contains 38782 members 
Mstep: Class 19 contains 43657 members 
Mstep: Class 20 contains 33494 members 
Mstep: Class 21 contains 45216 members 
Mstep: Class 22 contains 49699 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926336.000000 Penalty: 80096.007812
Iteration 241Q: 25 clusters Score -1.269263e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 41343 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47328 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43548 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44734 members 
Mstep: Class 9 contains 42072 members 
Mstep: Class 10 contains 45291 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44423 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40863 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43922 members 
Mstep: Class 17 contains 41713 members 
Mstep: Class 18 contains 38790 members 
Mstep: Class 19 contains 43672 members 
Mstep: Class 20 contains 33495 members 
Mstep: Class 21 contains 45214 members 
Mstep: Class 22 contains 49687 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926320.000000 Penalty: 80096.007812
Iteration 242Q: 25 clusters Score -1.269263e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 41346 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47305 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43561 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44753 members 
Mstep: Class 9 contains 42091 members 
Mstep: Class 10 contains 45273 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44426 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40895 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43900 members 
Mstep: Class 17 contains 41721 members 
Mstep: Class 18 contains 38807 members 
Mstep: Class 19 contains 43655 members 
Mstep: Class 20 contains 33500 members 
Mstep: Class 21 contains 45212 members 
Mstep: Class 22 contains 49680 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926536.000000 Penalty: 80096.007812
Iteration 243Q: 25 clusters Score -1.269265e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 41339 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47270 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43567 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44727 members 
Mstep: Class 9 contains 42101 members 
Mstep: Class 10 contains 45267 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44440 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40924 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43884 members 
Mstep: Class 17 contains 41737 members 
Mstep: Class 18 contains 38846 members 
Mstep: Class 19 contains 43651 members 
Mstep: Class 20 contains 33503 members 
Mstep: Class 21 contains 45221 members 
Mstep: Class 22 contains 49657 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926720.000000 Penalty: 80096.007812
Iteration 244Q: 25 clusters Score -1.269267e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 41337 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47253 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43561 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44721 members 
Mstep: Class 9 contains 42108 members 
Mstep: Class 10 contains 45259 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44462 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40947 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43884 members 
Mstep: Class 17 contains 41749 members 
Mstep: Class 18 contains 38849 members 
Mstep: Class 19 contains 43658 members 
Mstep: Class 20 contains 33504 members 
Mstep: Class 21 contains 45230 members 
Mstep: Class 22 contains 49617 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926800.000000 Penalty: 80096.007812
Iteration 245Q: 25 clusters Score -1.269268e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 41342 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47241 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43553 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44717 members 
Mstep: Class 9 contains 42095 members 
Mstep: Class 10 contains 45255 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44466 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40950 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43880 members 
Mstep: Class 17 contains 41773 members 
Mstep: Class 18 contains 38838 members 
Mstep: Class 19 contains 43665 members 
Mstep: Class 20 contains 33511 members 
Mstep: Class 21 contains 45227 members 
Mstep: Class 22 contains 49609 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926792.000000 Penalty: 80096.007812
Iteration 246Q: 25 clusters Score -1.269268e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 41354 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47237 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43514 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44721 members 
Mstep: Class 9 contains 42109 members 
Mstep: Class 10 contains 45275 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44455 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40947 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43878 members 
Mstep: Class 17 contains 41804 members 
Mstep: Class 18 contains 38835 members 
Mstep: Class 19 contains 43659 members 
Mstep: Class 20 contains 33512 members 
Mstep: Class 21 contains 45229 members 
Mstep: Class 22 contains 49573 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926872.000000 Penalty: 80096.007812
Iteration 247Q: 25 clusters Score -1.269269e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 41373 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47220 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43476 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44698 members 
Mstep: Class 9 contains 42107 members 
Mstep: Class 10 contains 45280 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44465 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40946 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43878 members 
Mstep: Class 17 contains 41829 members 
Mstep: Class 18 contains 38840 members 
Mstep: Class 19 contains 43684 members 
Mstep: Class 20 contains 33505 members 
Mstep: Class 21 contains 45228 members 
Mstep: Class 22 contains 49546 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926864.000000 Penalty: 80096.007812
Iteration 248Q: 25 clusters Score -1.269269e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 41382 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47199 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43424 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44703 members 
Mstep: Class 9 contains 42121 members 
Mstep: Class 10 contains 45286 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44471 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40969 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43885 members 
Mstep: Class 17 contains 41854 members 
Mstep: Class 18 contains 38821 members 
Mstep: Class 19 contains 43680 members 
Mstep: Class 20 contains 33510 members 
Mstep: Class 21 contains 45220 members 
Mstep: Class 22 contains 49535 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926864.000000 Penalty: 80096.007812
Iteration 249Q: 25 clusters Score -1.269269e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 41384 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47172 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43392 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44723 members 
Mstep: Class 9 contains 42160 members 
Mstep: Class 10 contains 45271 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44481 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41000 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43894 members 
Mstep: Class 17 contains 41844 members 
Mstep: Class 18 contains 38819 members 
Mstep: Class 19 contains 43674 members 
Mstep: Class 20 contains 33508 members 
Mstep: Class 21 contains 45226 members 
Mstep: Class 22 contains 49502 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926944.000000 Penalty: 80096.007812
Iteration 250Q: 25 clusters Score -1.269269e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 41390 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47185 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43387 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44689 members 
Mstep: Class 9 contains 42178 members 
Mstep: Class 10 contains 45279 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44469 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41023 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43890 members 
Mstep: Class 17 contains 41840 members 
Mstep: Class 18 contains 38805 members 
Mstep: Class 19 contains 43687 members 
Mstep: Class 20 contains 33498 members 
Mstep: Class 21 contains 45232 members 
Mstep: Class 22 contains 49469 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927072.000000 Penalty: 80096.007812
Iteration 251Q: 25 clusters Score -1.269271e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 41403 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47195 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43374 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44683 members 
Mstep: Class 9 contains 42187 members 
Mstep: Class 10 contains 45278 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44474 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41048 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43916 members 
Mstep: Class 17 contains 41832 members 
Mstep: Class 18 contains 38811 members 
Mstep: Class 19 contains 43673 members 
Mstep: Class 20 contains 33488 members 
Mstep: Class 21 contains 45234 members 
Mstep: Class 22 contains 49446 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927352.000000 Penalty: 80096.007812
Iteration 252Q: 25 clusters Score -1.269274e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 41391 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47210 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43347 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44649 members 
Mstep: Class 9 contains 42207 members 
Mstep: Class 10 contains 45290 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44480 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41076 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43919 members 
Mstep: Class 17 contains 41837 members 
Mstep: Class 18 contains 38799 members 
Mstep: Class 19 contains 43684 members 
Mstep: Class 20 contains 33478 members 
Mstep: Class 21 contains 45244 members 
Mstep: Class 22 contains 49452 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927376.000000 Penalty: 80096.007812
Iteration 253Q: 25 clusters Score -1.269274e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 41384 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47211 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43335 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44658 members 
Mstep: Class 9 contains 42209 members 
Mstep: Class 10 contains 45295 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44474 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41112 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43911 members 
Mstep: Class 17 contains 41827 members 
Mstep: Class 18 contains 38788 members 
Mstep: Class 19 contains 43658 members 
Mstep: Class 20 contains 33474 members 
Mstep: Class 21 contains 45256 members 
Mstep: Class 22 contains 49444 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927472.000000 Penalty: 80096.007812
Iteration 254Q: 25 clusters Score -1.269275e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 41376 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47206 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43309 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44675 members 
Mstep: Class 9 contains 42200 members 
Mstep: Class 10 contains 45294 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44497 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41127 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43924 members 
Mstep: Class 17 contains 41836 members 
Mstep: Class 18 contains 38783 members 
Mstep: Class 19 contains 43649 members 
Mstep: Class 20 contains 33473 members 
Mstep: Class 21 contains 45267 members 
Mstep: Class 22 contains 49416 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927216.000000 Penalty: 80096.007812
Iteration 255Q: 25 clusters Score -1.269272e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 41372 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47212 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43272 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44668 members 
Mstep: Class 9 contains 42199 members 
Mstep: Class 10 contains 45309 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44500 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41144 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43910 members 
Mstep: Class 17 contains 41841 members 
Mstep: Class 18 contains 38784 members 
Mstep: Class 19 contains 43650 members 
Mstep: Class 20 contains 33472 members 
Mstep: Class 21 contains 45276 members 
Mstep: Class 22 contains 49400 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927432.000000 Penalty: 80096.007812
Iteration 256Q: 25 clusters Score -1.269274e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 41378 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47202 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43266 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44680 members 
Mstep: Class 9 contains 42200 members 
Mstep: Class 10 contains 45301 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44503 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41139 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43902 members 
Mstep: Class 17 contains 41857 members 
Mstep: Class 18 contains 38787 members 
Mstep: Class 19 contains 43635 members 
Mstep: Class 20 contains 33465 members 
Mstep: Class 21 contains 45283 members 
Mstep: Class 22 contains 49386 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927448.000000 Penalty: 80096.007812
Iteration 257Q: 25 clusters Score -1.269274e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 41374 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47217 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43272 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44678 members 
Mstep: Class 9 contains 42210 members 
Mstep: Class 10 contains 45304 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44505 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41123 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43924 members 
Mstep: Class 17 contains 41856 members 
Mstep: Class 18 contains 38786 members 
Mstep: Class 19 contains 43633 members 
Mstep: Class 20 contains 33462 members 
Mstep: Class 21 contains 45271 members 
Mstep: Class 22 contains 49338 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927784.000000 Penalty: 80096.007812
Iteration 258Q: 25 clusters Score -1.269278e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 41389 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47212 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43268 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44671 members 
Mstep: Class 9 contains 42216 members 
Mstep: Class 10 contains 45320 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44507 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41115 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43922 members 
Mstep: Class 17 contains 41854 members 
Mstep: Class 18 contains 38771 members 
Mstep: Class 19 contains 43623 members 
Mstep: Class 20 contains 33453 members 
Mstep: Class 21 contains 45271 members 
Mstep: Class 22 contains 49320 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927872.000000 Penalty: 80096.007812
Iteration 259Q: 25 clusters Score -1.269279e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 41393 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47217 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43266 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44681 members 
Mstep: Class 9 contains 42214 members 
Mstep: Class 10 contains 45333 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44497 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41134 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43941 members 
Mstep: Class 17 contains 41858 members 
Mstep: Class 18 contains 38776 members 
Mstep: Class 19 contains 43610 members 
Mstep: Class 20 contains 33445 members 
Mstep: Class 21 contains 45259 members 
Mstep: Class 22 contains 49300 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928096.000000 Penalty: 80096.007812
Iteration 260F: 25 clusters Score -1.269281e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 41407 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47199 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43251 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44701 members 
Mstep: Class 9 contains 42206 members 
Mstep: Class 10 contains 45350 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44485 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41144 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43918 members 
Mstep: Class 17 contains 41874 members 
Mstep: Class 18 contains 38789 members 
Mstep: Class 19 contains 43617 members 
Mstep: Class 20 contains 33437 members 
Mstep: Class 21 contains 45260 members 
Mstep: Class 22 contains 49299 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927896.000000 Penalty: 80096.007812
Iteration 261Q: 25 clusters Score -1.269279e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 41401 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47190 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43248 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44713 members 
Mstep: Class 9 contains 42198 members 
Mstep: Class 10 contains 45337 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44505 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41158 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43895 members 
Mstep: Class 17 contains 41884 members 
Mstep: Class 18 contains 38794 members 
Mstep: Class 19 contains 43623 members 
Mstep: Class 20 contains 33437 members 
Mstep: Class 21 contains 45259 members 
Mstep: Class 22 contains 49296 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927864.000000 Penalty: 80096.007812
Iteration 262Q: 25 clusters Score -1.269279e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 41396 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47195 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43226 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44711 members 
Mstep: Class 9 contains 42187 members 
Mstep: Class 10 contains 45340 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44510 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41191 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43876 members 
Mstep: Class 17 contains 41883 members 
Mstep: Class 18 contains 38795 members 
Mstep: Class 19 contains 43634 members 
Mstep: Class 20 contains 33432 members 
Mstep: Class 21 contains 45257 members 
Mstep: Class 22 contains 49317 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927664.000000 Penalty: 80096.007812
Iteration 263Q: 25 clusters Score -1.269277e+08 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 41398 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47194 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43194 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44755 members 
Mstep: Class 9 contains 42167 members 
Mstep: Class 10 contains 45340 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44533 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41181 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43855 members 
Mstep: Class 17 contains 41884 members 
Mstep: Class 18 contains 38801 members 
Mstep: Class 19 contains 43609 members 
Mstep: Class 20 contains 33429 members 
Mstep: Class 21 contains 45257 members 
Mstep: Class 22 contains 49362 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927400.000000 Penalty: 80096.007812
Iteration 264Q: 25 clusters Score -1.269274e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 41396 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47181 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43195 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44788 members 
Mstep: Class 9 contains 42158 members 
Mstep: Class 10 contains 45336 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44552 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41167 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43844 members 
Mstep: Class 17 contains 41896 members 
Mstep: Class 18 contains 38795 members 
Mstep: Class 19 contains 43602 members 
Mstep: Class 20 contains 33417 members 
Mstep: Class 21 contains 45263 members 
Mstep: Class 22 contains 49367 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927352.000000 Penalty: 80096.007812
Iteration 265Q: 25 clusters Score -1.269274e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 41391 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47183 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43209 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44787 members 
Mstep: Class 9 contains 42117 members 
Mstep: Class 10 contains 45340 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44555 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41151 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43837 members 
Mstep: Class 17 contains 41874 members 
Mstep: Class 18 contains 38802 members 
Mstep: Class 19 contains 43610 members 
Mstep: Class 20 contains 33414 members 
Mstep: Class 21 contains 45266 members 
Mstep: Class 22 contains 49398 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927464.000000 Penalty: 80096.007812
Iteration 266Q: 25 clusters Score -1.269275e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 41380 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47185 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43206 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44806 members 
Mstep: Class 9 contains 42089 members 
Mstep: Class 10 contains 45329 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44553 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41145 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43821 members 
Mstep: Class 17 contains 41874 members 
Mstep: Class 18 contains 38807 members 
Mstep: Class 19 contains 43615 members 
Mstep: Class 20 contains 33409 members 
Mstep: Class 21 contains 45261 members 
Mstep: Class 22 contains 49407 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927640.000000 Penalty: 80096.007812
Iteration 267Q: 25 clusters Score -1.269276e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 41368 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47198 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43203 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44833 members 
Mstep: Class 9 contains 42064 members 
Mstep: Class 10 contains 45322 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44536 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41142 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43808 members 
Mstep: Class 17 contains 41864 members 
Mstep: Class 18 contains 38803 members 
Mstep: Class 19 contains 43606 members 
Mstep: Class 20 contains 33404 members 
Mstep: Class 21 contains 45271 members 
Mstep: Class 22 contains 49433 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927432.000000 Penalty: 80096.007812
Iteration 268Q: 25 clusters Score -1.269274e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 41351 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47205 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43198 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 44864 members 
Mstep: Class 9 contains 42048 members 
Mstep: Class 10 contains 45327 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44536 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41106 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43834 members 
Mstep: Class 17 contains 41847 members 
Mstep: Class 18 contains 38809 members 
Mstep: Class 19 contains 43610 members 
Mstep: Class 20 contains 33403 members 
Mstep: Class 21 contains 45264 members 
Mstep: Class 22 contains 49452 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927528.000000 Penalty: 80096.007812
Iteration 269Q: 25 clusters Score -1.269275e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 41340 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47228 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43207 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44877 members 
Mstep: Class 9 contains 42054 members 
Mstep: Class 10 contains 45340 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44555 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41047 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43859 members 
Mstep: Class 17 contains 41828 members 
Mstep: Class 18 contains 38799 members 
Mstep: Class 19 contains 43621 members 
Mstep: Class 20 contains 33402 members 
Mstep: Class 21 contains 45253 members 
Mstep: Class 22 contains 49446 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927592.000000 Penalty: 80096.007812
Iteration 270Q: 25 clusters Score -1.269276e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 41328 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47243 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43220 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44894 members 
Mstep: Class 9 contains 42059 members 
Mstep: Class 10 contains 45345 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44545 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41013 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43860 members 
Mstep: Class 17 contains 41815 members 
Mstep: Class 18 contains 38818 members 
Mstep: Class 19 contains 43608 members 
Mstep: Class 20 contains 33400 members 
Mstep: Class 21 contains 45265 members 
Mstep: Class 22 contains 49446 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927336.000000 Penalty: 80096.007812
Iteration 271Q: 25 clusters Score -1.269273e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 41324 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47266 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43205 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44903 members 
Mstep: Class 9 contains 42049 members 
Mstep: Class 10 contains 45358 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44591 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40988 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43854 members 
Mstep: Class 17 contains 41797 members 
Mstep: Class 18 contains 38825 members 
Mstep: Class 19 contains 43613 members 
Mstep: Class 20 contains 33395 members 
Mstep: Class 21 contains 45264 members 
Mstep: Class 22 contains 49463 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927272.000000 Penalty: 80096.007812
Iteration 272Q: 25 clusters Score -1.269273e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 41327 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47264 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43213 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44923 members 
Mstep: Class 9 contains 42037 members 
Mstep: Class 10 contains 45360 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44617 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40965 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43861 members 
Mstep: Class 17 contains 41798 members 
Mstep: Class 18 contains 38820 members 
Mstep: Class 19 contains 43616 members 
Mstep: Class 20 contains 33394 members 
Mstep: Class 21 contains 45266 members 
Mstep: Class 22 contains 49469 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927200.000000 Penalty: 80096.007812
Iteration 273Q: 25 clusters Score -1.269272e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 41335 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47264 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43215 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44945 members 
Mstep: Class 9 contains 42029 members 
Mstep: Class 10 contains 45377 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44656 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40937 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43851 members 
Mstep: Class 17 contains 41786 members 
Mstep: Class 18 contains 38826 members 
Mstep: Class 19 contains 43631 members 
Mstep: Class 20 contains 33389 members 
Mstep: Class 21 contains 45262 members 
Mstep: Class 22 contains 49458 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927296.000000 Penalty: 80096.007812
Iteration 274Q: 25 clusters Score -1.269273e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 41341 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47240 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43212 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 44971 members 
Mstep: Class 9 contains 42017 members 
Mstep: Class 10 contains 45376 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44712 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40893 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43855 members 
Mstep: Class 17 contains 41777 members 
Mstep: Class 18 contains 38832 members 
Mstep: Class 19 contains 43632 members 
Mstep: Class 20 contains 33385 members 
Mstep: Class 21 contains 45253 members 
Mstep: Class 22 contains 49470 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927432.000000 Penalty: 80096.007812
Iteration 275Q: 25 clusters Score -1.269274e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 41346 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47244 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43208 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 45011 members 
Mstep: Class 9 contains 41989 members 
Mstep: Class 10 contains 45388 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44746 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40859 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43829 members 
Mstep: Class 17 contains 41762 members 
Mstep: Class 18 contains 38855 members 
Mstep: Class 19 contains 43637 members 
Mstep: Class 20 contains 33377 members 
Mstep: Class 21 contains 45240 members 
Mstep: Class 22 contains 49478 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927592.000000 Penalty: 80096.007812
Iteration 276Q: 25 clusters Score -1.269276e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 41348 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47243 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43189 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 45029 members 
Mstep: Class 9 contains 41982 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44767 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40848 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43809 members 
Mstep: Class 17 contains 41762 members 
Mstep: Class 18 contains 38857 members 
Mstep: Class 19 contains 43638 members 
Mstep: Class 20 contains 33365 members 
Mstep: Class 21 contains 45232 members 
Mstep: Class 22 contains 49491 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927504.000000 Penalty: 80096.007812
Iteration 277Q: 25 clusters Score -1.269275e+08 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 41354 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47242 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43174 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 45058 members 
Mstep: Class 9 contains 41976 members 
Mstep: Class 10 contains 45397 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44782 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40833 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43811 members 
Mstep: Class 17 contains 41769 members 
Mstep: Class 18 contains 38839 members 
Mstep: Class 19 contains 43646 members 
Mstep: Class 20 contains 33359 members 
Mstep: Class 21 contains 45229 members 
Mstep: Class 22 contains 49481 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927608.000000 Penalty: 80096.007812
Iteration 278Q: 25 clusters Score -1.269276e+08 nChanged 798
Entering ConstructFrom: 
Score: -126927608.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (45908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Entering Unmasked Estep 
Score: -8530696.000000 Penalty: 2662.129883
	Iteration 0F: 2 clusters Score -8530696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -8500988.000000 Penalty: 5324.259766
	Iteration 0F: 3 clusters Score -8500988 nChanged 21084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -8512572.000000 Penalty: 5324.259766
	Iteration 1F: 3 clusters Score -8512572 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -8513368.000000 Penalty: 5324.259766
	Iteration 2Q: 3 clusters Score -8513368 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -8514302.000000 Penalty: 5324.259766
	Iteration 3Q: 3 clusters Score -8514302 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -8515727.000000 Penalty: 5324.259766
	Iteration 4F: 3 clusters Score -8515727 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -8517990.000000 Penalty: 5324.259766
	Iteration 5F: 3 clusters Score -8517990 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -8520946.000000 Penalty: 5324.259766
	Iteration 6F: 3 clusters Score -8520946 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -8524088.000000 Penalty: 5324.259766
	Iteration 7F: 3 clusters Score -8524088 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -8526441.000000 Penalty: 5324.259766
	Iteration 8F: 3 clusters Score -8526441 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8527629.000000 Penalty: 5324.259766
	Iteration 9Q: 3 clusters Score -8527629 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8528139.000000 Penalty: 5324.259766
	Iteration 10Q: 3 clusters Score -8528139 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8528283.000000 Penalty: 5324.259766
	Iteration 11Q: 3 clusters Score -8528283 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8528331.000000 Penalty: 5324.259766
	Iteration 12Q: 3 clusters Score -8528331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8528360.000000 Penalty: 5324.259766
	Iteration 13Q: 3 clusters Score -8528360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8528389.000000 Penalty: 5324.259766
	Iteration 14Q: 3 clusters Score -8528389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8528399.000000 Penalty: 5324.259766
	Iteration 15Q: 3 clusters Score -8528399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8528404.000000 Penalty: 5324.259766
	Iteration 16Q: 3 clusters Score -8528404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8528409.000000 Penalty: 5324.259766
	Iteration 17Q: 3 clusters Score -8528409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8528421.000000 Penalty: 5324.259766
	Iteration 18Q: 3 clusters Score -8528421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8528428.000000 Penalty: 5324.259766
	Iteration 19Q: 3 clusters Score -8528428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8528433.000000 Penalty: 5324.259766
	Iteration 20F: 3 clusters Score -8528433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8528435.000000 Penalty: 5324.259766
	Iteration 21Q: 3 clusters Score -8528435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8528435.000000 Penalty: 5324.259766
	Iteration 22Q: 3 clusters Score -8528435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8528438.000000 Penalty: 5324.259766
	Iteration 23Q: 3 clusters Score -8528438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8528438.000000 Penalty: 5324.259766
	Iteration 24Q: 3 clusters Score -8528438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8528438.000000 Penalty: 5324.259766
	Iteration 25Q: 3 clusters Score -8528438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8528438.000000 Penalty: 5324.259766
	Iteration 26Q: 3 clusters Score -8528438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8528441.000000 Penalty: 5324.259766
	Iteration 27Q: 3 clusters Score -8528441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8528447.000000 Penalty: 5324.259766
	Iteration 28Q: 3 clusters Score -8528447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8528443.000000 Penalty: 5324.259766
	Iteration 29Q: 3 clusters Score -8528443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8528446.000000 Penalty: 5324.259766
	Iteration 30Q: 3 clusters Score -8528446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8528450.000000 Penalty: 5324.259766
	Iteration 31Q: 3 clusters Score -8528450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8528452.000000 Penalty: 5324.259766
	Iteration 32Q: 3 clusters Score -8528452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8528452.000000 Penalty: 5324.259766
	Iteration 33F: 3 clusters Score -8528452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Entering Unmasked Estep 
Score: -7638918.500000 Penalty: 2636.245117
	Iteration 0F: 2 clusters Score -7638918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -7611307.500000 Penalty: 5272.490234
	Iteration 0F: 3 clusters Score -7611308 nChanged 18687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -7622240.000000 Penalty: 5272.490234
	Iteration 1F: 3 clusters Score -7622240 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -7623615.500000 Penalty: 5272.490234
	Iteration 2F: 3 clusters Score -7623616 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -7625339.500000 Penalty: 5272.490234
	Iteration 3F: 3 clusters Score -7625340 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -7627100.000000 Penalty: 5272.490234
	Iteration 4F: 3 clusters Score -7627100 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -7629067.500000 Penalty: 5272.490234
	Iteration 5F: 3 clusters Score -7629068 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -7631036.500000 Penalty: 5272.490234
	Iteration 6F: 3 clusters Score -7631036 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -7632749.000000 Penalty: 5272.490234
	Iteration 7F: 3 clusters Score -7632749 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -7633733.000000 Penalty: 5272.490234
	Iteration 8Q: 3 clusters Score -7633733 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -7634174.000000 Penalty: 5272.490234
	Iteration 9Q: 3 clusters Score -7634174 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -7634511.500000 Penalty: 5272.490234
	Iteration 10Q: 3 clusters Score -7634512 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -7634727.000000 Penalty: 5272.490234
	Iteration 11Q: 3 clusters Score -7634727 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -7634874.500000 Penalty: 5272.490234
	Iteration 12Q: 3 clusters Score -7634874 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -7635001.000000 Penalty: 5272.490234
	Iteration 13Q: 3 clusters Score -7635001 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -7635141.500000 Penalty: 5272.490234
	Iteration 14Q: 3 clusters Score -7635142 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -7635346.500000 Penalty: 5272.490234
	Iteration 15Q: 3 clusters Score -7635346 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -7635441.500000 Penalty: 5272.490234
	Iteration 16Q: 3 clusters Score -7635442 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -7635598.500000 Penalty: 5272.490234
	Iteration 17Q: 3 clusters Score -7635598 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -7635746.500000 Penalty: 5272.490234
	Iteration 18Q: 3 clusters Score -7635746 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -7635898.500000 Penalty: 5272.490234
	Iteration 19Q: 3 clusters Score -7635898 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -7636038.000000 Penalty: 5272.490234
	Iteration 20F: 3 clusters Score -7636038 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -7636183.000000 Penalty: 5272.490234
	Iteration 21Q: 3 clusters Score -7636183 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -7636285.500000 Penalty: 5272.490234
	Iteration 22Q: 3 clusters Score -7636286 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -7636360.000000 Penalty: 5272.490234
	Iteration 23Q: 3 clusters Score -7636360 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -7636426.000000 Penalty: 5272.490234
	Iteration 24Q: 3 clusters Score -7636426 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -7636537.500000 Penalty: 5272.490234
	Iteration 25Q: 3 clusters Score -7636538 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -7636602.500000 Penalty: 5272.490234
	Iteration 26Q: 3 clusters Score -7636602 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -7636695.000000 Penalty: 5272.490234
	Iteration 27Q: 3 clusters Score -7636695 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -7636771.000000 Penalty: 5272.490234
	Iteration 28Q: 3 clusters Score -7636771 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -7636819.000000 Penalty: 5272.490234
	Iteration 29Q: 3 clusters Score -7636819 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -7636886.000000 Penalty: 5272.490234
	Iteration 30Q: 3 clusters Score -7636886 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -7636939.000000 Penalty: 5272.490234
	Iteration 31Q: 3 clusters Score -7636939 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -7636996.000000 Penalty: 5272.490234
	Iteration 32Q: 3 clusters Score -7636996 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -7637061.500000 Penalty: 5272.490234
	Iteration 33Q: 3 clusters Score -7637062 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -7637125.000000 Penalty: 5272.490234
	Iteration 34Q: 3 clusters Score -7637125 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -7637190.000000 Penalty: 5272.490234
	Iteration 35Q: 3 clusters Score -7637190 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -7637191.000000 Penalty: 5272.490234
	Iteration 36Q: 3 clusters Score -7637191 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -7637211.000000 Penalty: 5272.490234
	Iteration 37Q: 3 clusters Score -7637211 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -7637264.500000 Penalty: 5272.490234
	Iteration 38Q: 3 clusters Score -7637264 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -7637278.500000 Penalty: 5272.490234
	Iteration 39Q: 3 clusters Score -7637278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -7637295.000000 Penalty: 5272.490234
	Iteration 40F: 3 clusters Score -7637295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -7637326.500000 Penalty: 5272.490234
	Iteration 41Q: 3 clusters Score -7637326 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -7637339.000000 Penalty: 5272.490234
	Iteration 42Q: 3 clusters Score -7637339 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -7637354.500000 Penalty: 5272.490234
	Iteration 43Q: 3 clusters Score -7637354 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -7637403.500000 Penalty: 5272.490234
	Iteration 44Q: 3 clusters Score -7637404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -7637419.500000 Penalty: 5272.490234
	Iteration 45Q: 3 clusters Score -7637420 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -7637418.000000 Penalty: 5272.490234
	Iteration 46Q: 3 clusters Score -7637418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -7637436.000000 Penalty: 5272.490234
	Iteration 47Q: 3 clusters Score -7637436 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -7637459.000000 Penalty: 5272.490234
	Iteration 48Q: 3 clusters Score -7637459 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -7637460.000000 Penalty: 5272.490234
	Iteration 49Q: 3 clusters Score -7637460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -7637479.000000 Penalty: 5272.490234
	Iteration 50Q: 3 clusters Score -7637479 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -7637498.000000 Penalty: 5272.490234
	Iteration 51Q: 3 clusters Score -7637498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -7637511.500000 Penalty: 5272.490234
	Iteration 52Q: 3 clusters Score -7637512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -7637535.000000 Penalty: 5272.490234
	Iteration 53Q: 3 clusters Score -7637535 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -7637570.000000 Penalty: 5272.490234
	Iteration 54Q: 3 clusters Score -7637570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -7637576.500000 Penalty: 5272.490234
	Iteration 55Q: 3 clusters Score -7637576 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -7637578.500000 Penalty: 5272.490234
	Iteration 56Q: 3 clusters Score -7637578 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -7637600.000000 Penalty: 5272.490234
	Iteration 57Q: 3 clusters Score -7637600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -7637615.000000 Penalty: 5272.490234
	Iteration 58Q: 3 clusters Score -7637615 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -7637617.500000 Penalty: 5272.490234
	Iteration 59Q: 3 clusters Score -7637618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -7637629.500000 Penalty: 5272.490234
	Iteration 60F: 3 clusters Score -7637630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -7637648.500000 Penalty: 5272.490234
	Iteration 61Q: 3 clusters Score -7637648 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -7637651.000000 Penalty: 5272.490234
	Iteration 62Q: 3 clusters Score -7637651 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -7637663.500000 Penalty: 5272.490234
	Iteration 63Q: 3 clusters Score -7637664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -7637686.500000 Penalty: 5272.490234
	Iteration 64Q: 3 clusters Score -7637686 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -7637697.500000 Penalty: 5272.490234
	Iteration 65Q: 3 clusters Score -7637698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -7637706.000000 Penalty: 5272.490234
	Iteration 66Q: 3 clusters Score -7637706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -7637718.000000 Penalty: 5272.490234
	Iteration 67Q: 3 clusters Score -7637718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -7637733.000000 Penalty: 5272.490234
	Iteration 68Q: 3 clusters Score -7637733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -7637729.500000 Penalty: 5272.490234
	Iteration 69Q: 3 clusters Score -7637730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -7637738.000000 Penalty: 5272.490234
	Iteration 70Q: 3 clusters Score -7637738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -7637731.500000 Penalty: 5272.490234
	Iteration 71Q: 3 clusters Score -7637732 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -7637738.500000 Penalty: 5272.490234
	Iteration 72Q: 3 clusters Score -7637738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -7637745.000000 Penalty: 5272.490234
	Iteration 73Q: 3 clusters Score -7637745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -7637752.000000 Penalty: 5272.490234
	Iteration 74Q: 3 clusters Score -7637752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -7637754.000000 Penalty: 5272.490234
	Iteration 75Q: 3 clusters Score -7637754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -7637775.500000 Penalty: 5272.490234
	Iteration 76Q: 3 clusters Score -7637776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -7637772.500000 Penalty: 5272.490234
	Iteration 77Q: 3 clusters Score -7637772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -7637768.500000 Penalty: 5272.490234
	Iteration 78Q: 3 clusters Score -7637768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -7637766.000000 Penalty: 5272.490234
	Iteration 79Q: 3 clusters Score -7637766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -7637768.500000 Penalty: 5272.490234
	Iteration 80F: 3 clusters Score -7637768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -7637769.500000 Penalty: 5272.490234
	Iteration 81Q: 3 clusters Score -7637770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -7637771.000000 Penalty: 5272.490234
	Iteration 82Q: 3 clusters Score -7637771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -7637765.500000 Penalty: 5272.490234
	Iteration 83Q: 3 clusters Score -7637766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -7637770.500000 Penalty: 5272.490234
	Iteration 84Q: 3 clusters Score -7637770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -7637770.500000 Penalty: 5272.490234
	Iteration 85Q: 3 clusters Score -7637770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -7637779.500000 Penalty: 5272.490234
	Iteration 86Q: 3 clusters Score -7637780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -7637775.000000 Penalty: 5272.490234
	Iteration 87Q: 3 clusters Score -7637775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -7637773.500000 Penalty: 5272.490234
	Iteration 88Q: 3 clusters Score -7637774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -7637773.500000 Penalty: 5272.490234
	Iteration 89F: 3 clusters Score -7637774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -165434.375000 Penalty: 1727.105591
	Iteration 0F: 2 clusters Score -165434.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -163508.296875 Penalty: 3454.211182
	Iteration 0F: 3 clusters Score -163508.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -163966.281250 Penalty: 3454.211182
	Iteration 1F: 3 clusters Score -163966.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -164100.515625 Penalty: 3454.211182
	Iteration 2F: 3 clusters Score -164100.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -164169.187500 Penalty: 3454.211182
	Iteration 3Q: 3 clusters Score -164169.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -164226.812500 Penalty: 3454.211182
	Iteration 4Q: 3 clusters Score -164226.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -164253.562500 Penalty: 3454.211182
	Iteration 5Q: 3 clusters Score -164253.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -164291.125000 Penalty: 3454.211182
	Iteration 6Q: 3 clusters Score -164291.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -164324.390625 Penalty: 3454.211182
	Iteration 7Q: 3 clusters Score -164324.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -164353.156250 Penalty: 3454.211182
	Iteration 8Q: 3 clusters Score -164353.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -164391.859375 Penalty: 3454.211182
	Iteration 9Q: 3 clusters Score -164391.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -164423.343750 Penalty: 3454.211182
	Iteration 10Q: 3 clusters Score -164423.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -164452.500000 Penalty: 3454.211182
	Iteration 11Q: 3 clusters Score -164452.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -164476.984375 Penalty: 3454.211182
	Iteration 12Q: 3 clusters Score -164477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -164487.187500 Penalty: 3454.211182
	Iteration 13Q: 3 clusters Score -164487.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -164500.593750 Penalty: 3454.211182
	Iteration 14Q: 3 clusters Score -164500.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -164512.531250 Penalty: 3454.211182
	Iteration 15Q: 3 clusters Score -164512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -164518.625000 Penalty: 3454.211182
	Iteration 16Q: 3 clusters Score -164518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -164521.218750 Penalty: 3454.211182
	Iteration 17Q: 3 clusters Score -164521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -164523.937500 Penalty: 3454.211182
	Iteration 18Q: 3 clusters Score -164523.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -164528.468750 Penalty: 3454.211182
	Iteration 19Q: 3 clusters Score -164528.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -164531.250000 Penalty: 3454.211182
	Iteration 20F: 3 clusters Score -164531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -164549.531250 Penalty: 3454.211182
	Iteration 21Q: 3 clusters Score -164549.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -164559.546875 Penalty: 3454.211182
	Iteration 22Q: 3 clusters Score -164559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -164568.625000 Penalty: 3454.211182
	Iteration 23Q: 3 clusters Score -164568.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -164576.250000 Penalty: 3454.211182
	Iteration 24Q: 3 clusters Score -164576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -164587.953125 Penalty: 3454.211182
	Iteration 25Q: 3 clusters Score -164588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -164594.609375 Penalty: 3454.211182
	Iteration 26Q: 3 clusters Score -164594.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -164604.015625 Penalty: 3454.211182
	Iteration 27Q: 3 clusters Score -164604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -164621.703125 Penalty: 3454.211182
	Iteration 28Q: 3 clusters Score -164621.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -164644.843750 Penalty: 3454.211182
	Iteration 29Q: 3 clusters Score -164644.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -164654.828125 Penalty: 3454.211182
	Iteration 30Q: 3 clusters Score -164654.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -164660.312500 Penalty: 3454.211182
	Iteration 31Q: 3 clusters Score -164660.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -164663.656250 Penalty: 3454.211182
	Iteration 32Q: 3 clusters Score -164663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -164665.156250 Penalty: 3454.211182
	Iteration 33Q: 3 clusters Score -164665.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -164669.937500 Penalty: 3454.211182
	Iteration 34Q: 3 clusters Score -164669.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -164675.078125 Penalty: 3454.211182
	Iteration 35Q: 3 clusters Score -164675.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -164680.703125 Penalty: 3454.211182
	Iteration 36Q: 3 clusters Score -164680.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -164685.328125 Penalty: 3454.211182
	Iteration 37Q: 3 clusters Score -164685.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -164692.171875 Penalty: 3454.211182
	Iteration 38Q: 3 clusters Score -164692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -164697.640625 Penalty: 3454.211182
	Iteration 39Q: 3 clusters Score -164697.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -164712.078125 Penalty: 3454.211182
	Iteration 40F: 3 clusters Score -164712.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -164725.703125 Penalty: 3454.211182
	Iteration 41Q: 3 clusters Score -164725.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -164732.703125 Penalty: 3454.211182
	Iteration 42Q: 3 clusters Score -164732.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -164747.890625 Penalty: 3454.211182
	Iteration 43Q: 3 clusters Score -164747.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -164753.687500 Penalty: 3454.211182
	Iteration 44Q: 3 clusters Score -164753.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -164764.359375 Penalty: 3454.211182
	Iteration 45Q: 3 clusters Score -164764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -164792.812500 Penalty: 3454.211182
	Iteration 46Q: 3 clusters Score -164792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -164823.781250 Penalty: 3454.211182
	Iteration 47Q: 3 clusters Score -164823.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -164835.750000 Penalty: 3454.211182
	Iteration 48Q: 3 clusters Score -164835.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -164857.546875 Penalty: 3454.211182
	Iteration 49Q: 3 clusters Score -164857.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -164882.609375 Penalty: 3454.211182
	Iteration 50Q: 3 clusters Score -164882.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -164893.515625 Penalty: 3454.211182
	Iteration 51Q: 3 clusters Score -164893.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -164898.843750 Penalty: 3454.211182
	Iteration 52Q: 3 clusters Score -164898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -164903.187500 Penalty: 3454.211182
	Iteration 53Q: 3 clusters Score -164903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -164906.453125 Penalty: 3454.211182
	Iteration 54Q: 3 clusters Score -164906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -164907.625000 Penalty: 3454.211182
	Iteration 55Q: 3 clusters Score -164907.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -164916.671875 Penalty: 3454.211182
	Iteration 56Q: 3 clusters Score -164916.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -164928.796875 Penalty: 3454.211182
	Iteration 57Q: 3 clusters Score -164928.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -164945.828125 Penalty: 3454.211182
	Iteration 58Q: 3 clusters Score -164945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -164951.531250 Penalty: 3454.211182
	Iteration 59Q: 3 clusters Score -164951.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -164971.171875 Penalty: 3454.211182
	Iteration 60F: 3 clusters Score -164971.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -164989.453125 Penalty: 3454.211182
	Iteration 61Q: 3 clusters Score -164989.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -164997.187500 Penalty: 3454.211182
	Iteration 62Q: 3 clusters Score -164997.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -165003.546875 Penalty: 3454.211182
	Iteration 63Q: 3 clusters Score -165003.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -165012.937500 Penalty: 3454.211182
	Iteration 64Q: 3 clusters Score -165012.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -165017.140625 Penalty: 3454.211182
	Iteration 65Q: 3 clusters Score -165017.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -165017.140625 Penalty: 3454.211182
	Iteration 66F: 3 clusters Score -165017.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Entering Unmasked Estep 
Score: -8750515.000000 Penalty: 2669.217773
	Iteration 0F: 2 clusters Score -8750515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -8721080.000000 Penalty: 5338.435547
	Iteration 0F: 3 clusters Score -8721080 nChanged 21807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -8733071.000000 Penalty: 5338.435547
	Iteration 1F: 3 clusters Score -8733071 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -8733595.000000 Penalty: 5338.435547
	Iteration 2Q: 3 clusters Score -8733595 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -8734101.000000 Penalty: 5338.435547
	Iteration 3Q: 3 clusters Score -8734101 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -8734766.000000 Penalty: 5338.435547
	Iteration 4Q: 3 clusters Score -8734766 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -8735752.000000 Penalty: 5338.435547
	Iteration 5Q: 3 clusters Score -8735752 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -8737317.000000 Penalty: 5338.435547
	Iteration 6F: 3 clusters Score -8737317 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -8739769.000000 Penalty: 5338.435547
	Iteration 7F: 3 clusters Score -8739769 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -8742917.000000 Penalty: 5338.435547
	Iteration 8F: 3 clusters Score -8742917 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -8745926.000000 Penalty: 5338.435547
	Iteration 9F: 3 clusters Score -8745926 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -8747539.000000 Penalty: 5338.435547
	Iteration 10Q: 3 clusters Score -8747539 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8748152.000000 Penalty: 5338.435547
	Iteration 11Q: 3 clusters Score -8748152 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8748372.000000 Penalty: 5338.435547
	Iteration 12Q: 3 clusters Score -8748372 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8748465.000000 Penalty: 5338.435547
	Iteration 13Q: 3 clusters Score -8748465 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8748535.000000 Penalty: 5338.435547
	Iteration 14Q: 3 clusters Score -8748535 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8748561.000000 Penalty: 5338.435547
	Iteration 15Q: 3 clusters Score -8748561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8748599.000000 Penalty: 5338.435547
	Iteration 16Q: 3 clusters Score -8748599 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8748622.000000 Penalty: 5338.435547
	Iteration 17Q: 3 clusters Score -8748622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8748647.000000 Penalty: 5338.435547
	Iteration 18Q: 3 clusters Score -8748647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8748663.000000 Penalty: 5338.435547
	Iteration 19Q: 3 clusters Score -8748663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8748682.000000 Penalty: 5338.435547
	Iteration 20F: 3 clusters Score -8748682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8748691.000000 Penalty: 5338.435547
	Iteration 21Q: 3 clusters Score -8748691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8748690.000000 Penalty: 5338.435547
	Iteration 22Q: 3 clusters Score -8748690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8748686.000000 Penalty: 5338.435547
	Iteration 23Q: 3 clusters Score -8748686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8748697.000000 Penalty: 5338.435547
	Iteration 24Q: 3 clusters Score -8748697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8748704.000000 Penalty: 5338.435547
	Iteration 25Q: 3 clusters Score -8748704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8748699.000000 Penalty: 5338.435547
	Iteration 26Q: 3 clusters Score -8748699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8748702.000000 Penalty: 5338.435547
	Iteration 27Q: 3 clusters Score -8748702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8748702.000000 Penalty: 5338.435547
	Iteration 28F: 3 clusters Score -8748702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -447710.343750 Penalty: 1951.516846
	Iteration 0F: 2 clusters Score -447710.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -444718.000000 Penalty: 3903.033691
	Iteration 0F: 3 clusters Score -444718 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -445377.750000 Penalty: 3903.033691
	Iteration 1F: 3 clusters Score -445377.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -445653.625000 Penalty: 3903.033691
	Iteration 2F: 3 clusters Score -445653.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -445994.968750 Penalty: 3903.033691
	Iteration 3F: 3 clusters Score -445995 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -446372.375000 Penalty: 3903.033691
	Iteration 4F: 3 clusters Score -446372.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -446649.625000 Penalty: 3903.033691
	Iteration 5F: 3 clusters Score -446649.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -446845.031250 Penalty: 3903.033691
	Iteration 6F: 3 clusters Score -446845 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -446977.406250 Penalty: 3903.033691
	Iteration 7Q: 3 clusters Score -446977.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -447032.968750 Penalty: 3903.033691
	Iteration 8Q: 3 clusters Score -447033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -447057.843750 Penalty: 3903.033691
	Iteration 9Q: 3 clusters Score -447057.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -447072.187500 Penalty: 3903.033691
	Iteration 10Q: 3 clusters Score -447072.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -447081.312500 Penalty: 3903.033691
	Iteration 11Q: 3 clusters Score -447081.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -447084.812500 Penalty: 3903.033691
	Iteration 12Q: 3 clusters Score -447084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -447085.625000 Penalty: 3903.033691
	Iteration 13Q: 3 clusters Score -447085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -447085.625000 Penalty: 3903.033691
	Iteration 14F: 3 clusters Score -447085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Entering Unmasked Estep 
Score: -8006065.500000 Penalty: 2646.770264
	Iteration 0F: 2 clusters Score -8006066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -7977689.500000 Penalty: 5293.540527
	Iteration 0F: 3 clusters Score -7977690 nChanged 19751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -7988502.000000 Penalty: 5293.540527
	Iteration 1F: 3 clusters Score -7988502 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -7989060.500000 Penalty: 5293.540527
	Iteration 2Q: 3 clusters Score -7989060 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -7989539.000000 Penalty: 5293.540527
	Iteration 3Q: 3 clusters Score -7989539 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -7990079.000000 Penalty: 5293.540527
	Iteration 4Q: 3 clusters Score -7990079 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -7990575.500000 Penalty: 5293.540527
	Iteration 5Q: 3 clusters Score -7990576 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -7991167.500000 Penalty: 5293.540527
	Iteration 6Q: 3 clusters Score -7991168 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -7991894.000000 Penalty: 5293.540527
	Iteration 7Q: 3 clusters Score -7991894 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -7992875.000000 Penalty: 5293.540527
	Iteration 8Q: 3 clusters Score -7992875 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -7994271.000000 Penalty: 5293.540527
	Iteration 9F: 3 clusters Score -7994271 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -7996159.500000 Penalty: 5293.540527
	Iteration 10F: 3 clusters Score -7996160 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -7998254.000000 Penalty: 5293.540527
	Iteration 11F: 3 clusters Score -7998254 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -8000036.000000 Penalty: 5293.540527
	Iteration 12F: 3 clusters Score -8000036 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -8001285.000000 Penalty: 5293.540527
	Iteration 13Q: 3 clusters Score -8001285 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -8002136.500000 Penalty: 5293.540527
	Iteration 14Q: 3 clusters Score -8002136 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -8002613.000000 Penalty: 5293.540527
	Iteration 15Q: 3 clusters Score -8002613 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -8002963.500000 Penalty: 5293.540527
	Iteration 16Q: 3 clusters Score -8002964 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -8003164.000000 Penalty: 5293.540527
	Iteration 17Q: 3 clusters Score -8003164 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -8003339.500000 Penalty: 5293.540527
	Iteration 18Q: 3 clusters Score -8003340 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -8003532.500000 Penalty: 5293.540527
	Iteration 19Q: 3 clusters Score -8003532 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -8003657.500000 Penalty: 5293.540527
	Iteration 20F: 3 clusters Score -8003658 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -8003771.000000 Penalty: 5293.540527
	Iteration 21Q: 3 clusters Score -8003771 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -8003862.000000 Penalty: 5293.540527
	Iteration 22Q: 3 clusters Score -8003862 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -8003934.000000 Penalty: 5293.540527
	Iteration 23Q: 3 clusters Score -8003934 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -8004015.000000 Penalty: 5293.540527
	Iteration 24Q: 3 clusters Score -8004015 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -8004048.000000 Penalty: 5293.540527
	Iteration 25Q: 3 clusters Score -8004048 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8004116.000000 Penalty: 5293.540527
	Iteration 26Q: 3 clusters Score -8004116 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -8004185.500000 Penalty: 5293.540527
	Iteration 27Q: 3 clusters Score -8004186 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -8004227.000000 Penalty: 5293.540527
	Iteration 28Q: 3 clusters Score -8004227 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -8004253.000000 Penalty: 5293.540527
	Iteration 29Q: 3 clusters Score -8004253 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8004281.500000 Penalty: 5293.540527
	Iteration 30Q: 3 clusters Score -8004282 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8004302.500000 Penalty: 5293.540527
	Iteration 31Q: 3 clusters Score -8004302 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8004313.000000 Penalty: 5293.540527
	Iteration 32Q: 3 clusters Score -8004313 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8004331.500000 Penalty: 5293.540527
	Iteration 33Q: 3 clusters Score -8004332 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8004372.500000 Penalty: 5293.540527
	Iteration 34Q: 3 clusters Score -8004372 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8004379.000000 Penalty: 5293.540527
	Iteration 35Q: 3 clusters Score -8004379 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8004392.500000 Penalty: 5293.540527
	Iteration 36Q: 3 clusters Score -8004392 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8004379.000000 Penalty: 5293.540527
	Iteration 37Q: 3 clusters Score -8004379 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8004355.500000 Penalty: 5293.540527
	Iteration 38Q: 3 clusters Score -8004356 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8004340.000000 Penalty: 5293.540527
	Iteration 39Q: 3 clusters Score -8004340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8004328.000000 Penalty: 5293.540527
	Iteration 40F: 3 clusters Score -8004328 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8004345.500000 Penalty: 5293.540527
	Iteration 41Q: 3 clusters Score -8004346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8004354.500000 Penalty: 5293.540527
	Iteration 42Q: 3 clusters Score -8004354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8004362.500000 Penalty: 5293.540527
	Iteration 43Q: 3 clusters Score -8004362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8004362.000000 Penalty: 5293.540527
	Iteration 44Q: 3 clusters Score -8004362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8004370.500000 Penalty: 5293.540527
	Iteration 45Q: 3 clusters Score -8004370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8004347.500000 Penalty: 5293.540527
	Iteration 46Q: 3 clusters Score -8004348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8004335.500000 Penalty: 5293.540527
	Iteration 47Q: 3 clusters Score -8004336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8004338.500000 Penalty: 5293.540527
	Iteration 48Q: 3 clusters Score -8004338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8004320.000000 Penalty: 5293.540527
	Iteration 49Q: 3 clusters Score -8004320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8004324.000000 Penalty: 5293.540527
	Iteration 50Q: 3 clusters Score -8004324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8004333.000000 Penalty: 5293.540527
	Iteration 51Q: 3 clusters Score -8004333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8004334.500000 Penalty: 5293.540527
	Iteration 52Q: 3 clusters Score -8004334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8004336.000000 Penalty: 5293.540527
	Iteration 53Q: 3 clusters Score -8004336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8004350.500000 Penalty: 5293.540527
	Iteration 54Q: 3 clusters Score -8004350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8004353.000000 Penalty: 5293.540527
	Iteration 55Q: 3 clusters Score -8004353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8004354.500000 Penalty: 5293.540527
	Iteration 56Q: 3 clusters Score -8004354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8004339.500000 Penalty: 5293.540527
	Iteration 57Q: 3 clusters Score -8004340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8004339.500000 Penalty: 5293.540527
	Iteration 58Q: 3 clusters Score -8004340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8004342.000000 Penalty: 5293.540527
	Iteration 59Q: 3 clusters Score -8004342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8004344.500000 Penalty: 5293.540527
	Iteration 60F: 3 clusters Score -8004344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8004348.500000 Penalty: 5293.540527
	Iteration 61Q: 3 clusters Score -8004348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8004344.000000 Penalty: 5293.540527
	Iteration 62Q: 3 clusters Score -8004344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8004338.000000 Penalty: 5293.540527
	Iteration 63Q: 3 clusters Score -8004338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8004333.500000 Penalty: 5293.540527
	Iteration 64Q: 3 clusters Score -8004334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8004340.000000 Penalty: 5293.540527
	Iteration 65Q: 3 clusters Score -8004340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8004334.500000 Penalty: 5293.540527
	Iteration 66Q: 3 clusters Score -8004334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8004337.000000 Penalty: 5293.540527
	Iteration 67Q: 3 clusters Score -8004337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8004340.500000 Penalty: 5293.540527
	Iteration 68Q: 3 clusters Score -8004340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8004335.000000 Penalty: 5293.540527
	Iteration 69Q: 3 clusters Score -8004335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8004329.500000 Penalty: 5293.540527
	Iteration 70Q: 3 clusters Score -8004330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8004323.500000 Penalty: 5293.540527
	Iteration 71Q: 3 clusters Score -8004324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8004323.500000 Penalty: 5293.540527
	Iteration 72F: 3 clusters Score -8004324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -53779.050781 Penalty: 1430.543579
	Iteration 0F: 2 clusters Score -53779.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52613.222656 Penalty: 2861.087158
	Iteration 0F: 3 clusters Score -52613.22 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -52943.070312 Penalty: 2861.087158
	Iteration 1F: 3 clusters Score -52943.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53108.644531 Penalty: 2861.087158
	Iteration 2F: 3 clusters Score -53108.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -53155.695312 Penalty: 2861.087158
	Iteration 3Q: 3 clusters Score -53155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -53166.300781 Penalty: 2861.087158
	Iteration 4Q: 3 clusters Score -53166.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -53210.472656 Penalty: 2861.087158
	Iteration 5Q: 3 clusters Score -53210.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53289.046875 Penalty: 2861.087158
	Iteration 6Q: 3 clusters Score -53289.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -53292.847656 Penalty: 2861.087158
	Iteration 7Q: 3 clusters Score -53292.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -53329.300781 Penalty: 2861.087158
	Iteration 8Q: 3 clusters Score -53329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -53368.679688 Penalty: 2861.087158
	Iteration 9Q: 3 clusters Score -53368.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -53368.679688 Penalty: 2861.087158
	Iteration 10F: 3 clusters Score -53368.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Entering Unmasked Estep 
Score: -8367592.500000 Penalty: 2657.665527
	Iteration 0F: 2 clusters Score -8367592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -8338283.000000 Penalty: 5315.331055
	Iteration 0F: 3 clusters Score -8338283 nChanged 20606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -8349602.000000 Penalty: 5315.331055
	Iteration 1F: 3 clusters Score -8349602 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -8350075.000000 Penalty: 5315.331055
	Iteration 2Q: 3 clusters Score -8350075 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -8350465.000000 Penalty: 5315.331055
	Iteration 3Q: 3 clusters Score -8350465 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -8350801.500000 Penalty: 5315.331055
	Iteration 4Q: 3 clusters Score -8350802 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -8351096.000000 Penalty: 5315.331055
	Iteration 5Q: 3 clusters Score -8351096 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -8351349.500000 Penalty: 5315.331055
	Iteration 6Q: 3 clusters Score -8351350 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -8351645.500000 Penalty: 5315.331055
	Iteration 7Q: 3 clusters Score -8351646 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -8352098.000000 Penalty: 5315.331055
	Iteration 8Q: 3 clusters Score -8352098 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -8352682.000000 Penalty: 5315.331055
	Iteration 9Q: 3 clusters Score -8352682 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -8353527.000000 Penalty: 5315.331055
	Iteration 10Q: 3 clusters Score -8353527 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -8354673.000000 Penalty: 5315.331055
	Iteration 11Q: 3 clusters Score -8354673 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -8356313.500000 Penalty: 5315.331055
	Iteration 12F: 3 clusters Score -8356314 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -8358043.000000 Penalty: 5315.331055
	Iteration 13F: 3 clusters Score -8358043 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -8359153.000000 Penalty: 5315.331055
	Iteration 14Q: 3 clusters Score -8359153 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -8359712.500000 Penalty: 5315.331055
	Iteration 15Q: 3 clusters Score -8359712 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -8360058.000000 Penalty: 5315.331055
	Iteration 16Q: 3 clusters Score -8360058 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -8360364.500000 Penalty: 5315.331055
	Iteration 17Q: 3 clusters Score -8360364 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -8360612.000000 Penalty: 5315.331055
	Iteration 18Q: 3 clusters Score -8360612 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -8360889.000000 Penalty: 5315.331055
	Iteration 19Q: 3 clusters Score -8360889 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -8361055.000000 Penalty: 5315.331055
	Iteration 20F: 3 clusters Score -8361055 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -8361295.500000 Penalty: 5315.331055
	Iteration 21Q: 3 clusters Score -8361296 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -8361497.000000 Penalty: 5315.331055
	Iteration 22Q: 3 clusters Score -8361497 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -8361690.500000 Penalty: 5315.331055
	Iteration 23Q: 3 clusters Score -8361690 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -8361917.500000 Penalty: 5315.331055
	Iteration 24Q: 3 clusters Score -8361918 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -8362112.500000 Penalty: 5315.331055
	Iteration 25Q: 3 clusters Score -8362112 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -8362289.500000 Penalty: 5315.331055
	Iteration 26Q: 3 clusters Score -8362290 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -8362489.000000 Penalty: 5315.331055
	Iteration 27Q: 3 clusters Score -8362489 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -8362631.000000 Penalty: 5315.331055
	Iteration 28Q: 3 clusters Score -8362631 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -8362793.500000 Penalty: 5315.331055
	Iteration 29Q: 3 clusters Score -8362794 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -8362957.500000 Penalty: 5315.331055
	Iteration 30Q: 3 clusters Score -8362958 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -8363115.500000 Penalty: 5315.331055
	Iteration 31Q: 3 clusters Score -8363116 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -8363222.500000 Penalty: 5315.331055
	Iteration 32Q: 3 clusters Score -8363222 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -8363337.500000 Penalty: 5315.331055
	Iteration 33Q: 3 clusters Score -8363338 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -8363448.000000 Penalty: 5315.331055
	Iteration 34Q: 3 clusters Score -8363448 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -8363556.000000 Penalty: 5315.331055
	Iteration 35Q: 3 clusters Score -8363556 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -8363629.500000 Penalty: 5315.331055
	Iteration 36Q: 3 clusters Score -8363630 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -8363744.500000 Penalty: 5315.331055
	Iteration 37Q: 3 clusters Score -8363744 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -8363820.000000 Penalty: 5315.331055
	Iteration 38Q: 3 clusters Score -8363820 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -8363906.500000 Penalty: 5315.331055
	Iteration 39Q: 3 clusters Score -8363906 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -8363977.000000 Penalty: 5315.331055
	Iteration 40F: 3 clusters Score -8363977 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -8364037.500000 Penalty: 5315.331055
	Iteration 41Q: 3 clusters Score -8364038 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -8364077.500000 Penalty: 5315.331055
	Iteration 42Q: 3 clusters Score -8364078 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -8364150.000000 Penalty: 5315.331055
	Iteration 43Q: 3 clusters Score -8364150 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -8364206.000000 Penalty: 5315.331055
	Iteration 44Q: 3 clusters Score -8364206 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -8364275.000000 Penalty: 5315.331055
	Iteration 45Q: 3 clusters Score -8364275 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -8364336.000000 Penalty: 5315.331055
	Iteration 46Q: 3 clusters Score -8364336 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -8364398.000000 Penalty: 5315.331055
	Iteration 47Q: 3 clusters Score -8364398 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -8364435.500000 Penalty: 5315.331055
	Iteration 48Q: 3 clusters Score -8364436 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -8364483.500000 Penalty: 5315.331055
	Iteration 49Q: 3 clusters Score -8364484 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -8364533.000000 Penalty: 5315.331055
	Iteration 50Q: 3 clusters Score -8364533 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -8364590.500000 Penalty: 5315.331055
	Iteration 51Q: 3 clusters Score -8364590 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -8364679.500000 Penalty: 5315.331055
	Iteration 52Q: 3 clusters Score -8364680 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -8364728.000000 Penalty: 5315.331055
	Iteration 53Q: 3 clusters Score -8364728 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -8364816.000000 Penalty: 5315.331055
	Iteration 54Q: 3 clusters Score -8364816 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -8364928.500000 Penalty: 5315.331055
	Iteration 55Q: 3 clusters Score -8364928 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -8365009.000000 Penalty: 5315.331055
	Iteration 56Q: 3 clusters Score -8365009 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -8365028.500000 Penalty: 5315.331055
	Iteration 57Q: 3 clusters Score -8365028 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -8365090.000000 Penalty: 5315.331055
	Iteration 58Q: 3 clusters Score -8365090 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -8365167.000000 Penalty: 5315.331055
	Iteration 59Q: 3 clusters Score -8365167 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -8365244.500000 Penalty: 5315.331055
	Iteration 60F: 3 clusters Score -8365244 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -8365298.500000 Penalty: 5315.331055
	Iteration 61Q: 3 clusters Score -8365298 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -8365332.000000 Penalty: 5315.331055
	Iteration 62Q: 3 clusters Score -8365332 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -8365389.500000 Penalty: 5315.331055
	Iteration 63Q: 3 clusters Score -8365390 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -8365423.500000 Penalty: 5315.331055
	Iteration 64Q: 3 clusters Score -8365424 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -8365456.000000 Penalty: 5315.331055
	Iteration 65Q: 3 clusters Score -8365456 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -8365450.500000 Penalty: 5315.331055
	Iteration 66Q: 3 clusters Score -8365450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -8365444.000000 Penalty: 5315.331055
	Iteration 67Q: 3 clusters Score -8365444 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -8365455.500000 Penalty: 5315.331055
	Iteration 68Q: 3 clusters Score -8365456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -8365481.000000 Penalty: 5315.331055
	Iteration 69Q: 3 clusters Score -8365481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -8365494.500000 Penalty: 5315.331055
	Iteration 70Q: 3 clusters Score -8365494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -8365503.000000 Penalty: 5315.331055
	Iteration 71Q: 3 clusters Score -8365503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -8365511.500000 Penalty: 5315.331055
	Iteration 72Q: 3 clusters Score -8365512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -8365512.500000 Penalty: 5315.331055
	Iteration 73Q: 3 clusters Score -8365512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -8365520.500000 Penalty: 5315.331055
	Iteration 74Q: 3 clusters Score -8365520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -8365517.500000 Penalty: 5315.331055
	Iteration 75Q: 3 clusters Score -8365518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -8365515.500000 Penalty: 5315.331055
	Iteration 76Q: 3 clusters Score -8365516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -8365509.000000 Penalty: 5315.331055
	Iteration 77Q: 3 clusters Score -8365509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -8365514.500000 Penalty: 5315.331055
	Iteration 78Q: 3 clusters Score -8365514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -8365513.000000 Penalty: 5315.331055
	Iteration 79Q: 3 clusters Score -8365513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -8365516.000000 Penalty: 5315.331055
	Iteration 80F: 3 clusters Score -8365516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -8365512.000000 Penalty: 5315.331055
	Iteration 81Q: 3 clusters Score -8365512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -8365512.000000 Penalty: 5315.331055
	Iteration 82F: 3 clusters Score -8365512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Entering Unmasked Estep 
Score: -7711070.500000 Penalty: 2639.787598
	Iteration 0F: 2 clusters Score -7711070 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 21118 members 
Entering Unmasked Estep 
Score: -7682872.500000 Penalty: 5279.575195
	Iteration 0F: 3 clusters Score -7682872 nChanged 19102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -7693329.500000 Penalty: 5279.575195
	Iteration 1F: 3 clusters Score -7693330 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -7693814.000000 Penalty: 5279.575195
	Iteration 2Q: 3 clusters Score -7693814 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -7694354.500000 Penalty: 5279.575195
	Iteration 3Q: 3 clusters Score -7694354 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -7695081.000000 Penalty: 5279.575195
	Iteration 4Q: 3 clusters Score -7695081 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -7696218.000000 Penalty: 5279.575195
	Iteration 5F: 3 clusters Score -7696218 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -7698007.500000 Penalty: 5279.575195
	Iteration 6F: 3 clusters Score -7698008 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -7700792.000000 Penalty: 5279.575195
	Iteration 7F: 3 clusters Score -7700792 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -7703906.500000 Penalty: 5279.575195
	Iteration 8F: 3 clusters Score -7703906 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -7706451.500000 Penalty: 5279.575195
	Iteration 9F: 3 clusters Score -7706452 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -7708018.000000 Penalty: 5279.575195
	Iteration 10Q: 3 clusters Score -7708018 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -7708821.500000 Penalty: 5279.575195
	Iteration 11Q: 3 clusters Score -7708822 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -7709098.500000 Penalty: 5279.575195
	Iteration 12Q: 3 clusters Score -7709098 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -7709137.500000 Penalty: 5279.575195
	Iteration 13Q: 3 clusters Score -7709138 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -7709182.500000 Penalty: 5279.575195
	Iteration 14Q: 3 clusters Score -7709182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -7709207.500000 Penalty: 5279.575195
	Iteration 15Q: 3 clusters Score -7709208 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -7709234.500000 Penalty: 5279.575195
	Iteration 16Q: 3 clusters Score -7709234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -7709238.000000 Penalty: 5279.575195
	Iteration 17Q: 3 clusters Score -7709238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -7709234.500000 Penalty: 5279.575195
	Iteration 18Q: 3 clusters Score -7709234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -7709247.000000 Penalty: 5279.575195
	Iteration 19Q: 3 clusters Score -7709247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -7709254.500000 Penalty: 5279.575195
	Iteration 20F: 3 clusters Score -7709254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -7709250.000000 Penalty: 5279.575195
	Iteration 21Q: 3 clusters Score -7709250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -7709254.500000 Penalty: 5279.575195
	Iteration 22Q: 3 clusters Score -7709254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -7709254.500000 Penalty: 5279.575195
	Iteration 23Q: 3 clusters Score -7709254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -7709258.000000 Penalty: 5279.575195
	Iteration 24Q: 3 clusters Score -7709258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -7709258.500000 Penalty: 5279.575195
	Iteration 25Q: 3 clusters Score -7709258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -7709256.500000 Penalty: 5279.575195
	Iteration 26Q: 3 clusters Score -7709256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -7709257.000000 Penalty: 5279.575195
	Iteration 27Q: 3 clusters Score -7709257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -7709259.500000 Penalty: 5279.575195
	Iteration 28Q: 3 clusters Score -7709260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -7709255.500000 Penalty: 5279.575195
	Iteration 29Q: 3 clusters Score -7709256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -7709252.500000 Penalty: 5279.575195
	Iteration 30Q: 3 clusters Score -7709252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -7709256.500000 Penalty: 5279.575195
	Iteration 31Q: 3 clusters Score -7709256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -7709262.000000 Penalty: 5279.575195
	Iteration 32Q: 3 clusters Score -7709262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -7709259.000000 Penalty: 5279.575195
	Iteration 33Q: 3 clusters Score -7709259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -7709257.500000 Penalty: 5279.575195
	Iteration 34Q: 3 clusters Score -7709258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -7709262.500000 Penalty: 5279.575195
	Iteration 35Q: 3 clusters Score -7709262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -7709258.500000 Penalty: 5279.575195
	Iteration 36Q: 3 clusters Score -7709258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7709264.000000 Penalty: 5279.575195
	Iteration 37Q: 3 clusters Score -7709264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -7709268.000000 Penalty: 5279.575195
	Iteration 38Q: 3 clusters Score -7709268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -7709269.500000 Penalty: 5279.575195
	Iteration 39Q: 3 clusters Score -7709270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -7709265.000000 Penalty: 5279.575195
	Iteration 40F: 3 clusters Score -7709265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -7709272.500000 Penalty: 5279.575195
	Iteration 41Q: 3 clusters Score -7709272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -7709269.000000 Penalty: 5279.575195
	Iteration 42Q: 3 clusters Score -7709269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -7709269.000000 Penalty: 5279.575195
	Iteration 43F: 3 clusters Score -7709269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Entering Unmasked Estep 
Score: -8398099.000000 Penalty: 2659.321045
	Iteration 0F: 2 clusters Score -8398099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -8369222.500000 Penalty: 5318.642090
	Iteration 0F: 3 clusters Score -8369222 nChanged 20781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -8380592.500000 Penalty: 5318.642090
	Iteration 1F: 3 clusters Score -8380592 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -8381046.500000 Penalty: 5318.642090
	Iteration 2Q: 3 clusters Score -8381046 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -8381366.000000 Penalty: 5318.642090
	Iteration 3Q: 3 clusters Score -8381366 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -8381639.000000 Penalty: 5318.642090
	Iteration 4Q: 3 clusters Score -8381639 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -8381912.500000 Penalty: 5318.642090
	Iteration 5Q: 3 clusters Score -8381912 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -8382151.500000 Penalty: 5318.642090
	Iteration 6Q: 3 clusters Score -8382152 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -8382407.500000 Penalty: 5318.642090
	Iteration 7Q: 3 clusters Score -8382408 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -8382678.500000 Penalty: 5318.642090
	Iteration 8Q: 3 clusters Score -8382678 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -8383131.000000 Penalty: 5318.642090
	Iteration 9Q: 3 clusters Score -8383131 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -8383880.500000 Penalty: 5318.642090
	Iteration 10Q: 3 clusters Score -8383880 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -8384990.500000 Penalty: 5318.642090
	Iteration 11Q: 3 clusters Score -8384990 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -8386735.000000 Penalty: 5318.642090
	Iteration 12F: 3 clusters Score -8386735 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -8389264.000000 Penalty: 5318.642090
	Iteration 13F: 3 clusters Score -8389264 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -8392185.000000 Penalty: 5318.642090
	Iteration 14F: 3 clusters Score -8392185 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -8394558.000000 Penalty: 5318.642090
	Iteration 15F: 3 clusters Score -8394558 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8395614.000000 Penalty: 5318.642090
	Iteration 16Q: 3 clusters Score -8395614 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8396015.000000 Penalty: 5318.642090
	Iteration 17Q: 3 clusters Score -8396015 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8396083.000000 Penalty: 5318.642090
	Iteration 18Q: 3 clusters Score -8396083 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8396136.000000 Penalty: 5318.642090
	Iteration 19Q: 3 clusters Score -8396136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8396164.000000 Penalty: 5318.642090
	Iteration 20F: 3 clusters Score -8396164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8396195.000000 Penalty: 5318.642090
	Iteration 21Q: 3 clusters Score -8396195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8396214.000000 Penalty: 5318.642090
	Iteration 22Q: 3 clusters Score -8396214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8396246.000000 Penalty: 5318.642090
	Iteration 23Q: 3 clusters Score -8396246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8396258.000000 Penalty: 5318.642090
	Iteration 24Q: 3 clusters Score -8396258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8396273.000000 Penalty: 5318.642090
	Iteration 25Q: 3 clusters Score -8396273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8396291.000000 Penalty: 5318.642090
	Iteration 26Q: 3 clusters Score -8396291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8396295.000000 Penalty: 5318.642090
	Iteration 27Q: 3 clusters Score -8396295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8396296.000000 Penalty: 5318.642090
	Iteration 28Q: 3 clusters Score -8396296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8396296.000000 Penalty: 5318.642090
	Iteration 29F: 3 clusters Score -8396296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Entering Unmasked Estep 
Score: -179563.046875 Penalty: 1718.277344
	Iteration 0F: 2 clusters Score -179563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -177691.078125 Penalty: 3436.554688
	Iteration 0F: 3 clusters Score -177691.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -178123.968750 Penalty: 3436.554688
	Iteration 1F: 3 clusters Score -178124 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -178257.890625 Penalty: 3436.554688
	Iteration 2F: 3 clusters Score -178257.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -178392.906250 Penalty: 3436.554688
	Iteration 3F: 3 clusters Score -178392.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -178524.656250 Penalty: 3436.554688
	Iteration 4F: 3 clusters Score -178524.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -178636.468750 Penalty: 3436.554688
	Iteration 5Q: 3 clusters Score -178636.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -178702.531250 Penalty: 3436.554688
	Iteration 6Q: 3 clusters Score -178702.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -178753.156250 Penalty: 3436.554688
	Iteration 7Q: 3 clusters Score -178753.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -178812.796875 Penalty: 3436.554688
	Iteration 8Q: 3 clusters Score -178812.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -178841.515625 Penalty: 3436.554688
	Iteration 9Q: 3 clusters Score -178841.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -178865.296875 Penalty: 3436.554688
	Iteration 10Q: 3 clusters Score -178865.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -178880.578125 Penalty: 3436.554688
	Iteration 11Q: 3 clusters Score -178880.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -178896.765625 Penalty: 3436.554688
	Iteration 12Q: 3 clusters Score -178896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -178903.703125 Penalty: 3436.554688
	Iteration 13Q: 3 clusters Score -178903.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -178911.359375 Penalty: 3436.554688
	Iteration 14Q: 3 clusters Score -178911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -178912.468750 Penalty: 3436.554688
	Iteration 15Q: 3 clusters Score -178912.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -178912.468750 Penalty: 3436.554688
	Iteration 16F: 3 clusters Score -178912.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Entering Unmasked Estep 
Score: -8300700.000000 Penalty: 2656.015625
	Iteration 0F: 2 clusters Score -8300700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -8270926.000000 Penalty: 5312.031250
	Iteration 0F: 3 clusters Score -8270926 nChanged 20649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -8282366.000000 Penalty: 5312.031250
	Iteration 1F: 3 clusters Score -8282366 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -8282995.500000 Penalty: 5312.031250
	Iteration 2Q: 3 clusters Score -8282996 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -8283699.000000 Penalty: 5312.031250
	Iteration 3Q: 3 clusters Score -8283699 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -8284578.500000 Penalty: 5312.031250
	Iteration 4Q: 3 clusters Score -8284578 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -8285837.500000 Penalty: 5312.031250
	Iteration 5F: 3 clusters Score -8285838 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -8287557.000000 Penalty: 5312.031250
	Iteration 6F: 3 clusters Score -8287557 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -8289603.500000 Penalty: 5312.031250
	Iteration 7F: 3 clusters Score -8289604 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -8291877.500000 Penalty: 5312.031250
	Iteration 8F: 3 clusters Score -8291878 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -8293887.000000 Penalty: 5312.031250
	Iteration 9Q: 3 clusters Score -8293887 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -8295406.000000 Penalty: 5312.031250
	Iteration 10Q: 3 clusters Score -8295406 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -8296162.000000 Penalty: 5312.031250
	Iteration 11Q: 3 clusters Score -8296162 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -8296390.500000 Penalty: 5312.031250
	Iteration 12Q: 3 clusters Score -8296390 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -8296567.000000 Penalty: 5312.031250
	Iteration 13Q: 3 clusters Score -8296567 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -8296646.500000 Penalty: 5312.031250
	Iteration 14Q: 3 clusters Score -8296646 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -8296694.500000 Penalty: 5312.031250
	Iteration 15Q: 3 clusters Score -8296694 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -8296734.500000 Penalty: 5312.031250
	Iteration 16Q: 3 clusters Score -8296734 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -8296792.000000 Penalty: 5312.031250
	Iteration 17Q: 3 clusters Score -8296792 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -8296820.500000 Penalty: 5312.031250
	Iteration 18Q: 3 clusters Score -8296820 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -8296853.500000 Penalty: 5312.031250
	Iteration 19Q: 3 clusters Score -8296854 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -8296853.000000 Penalty: 5312.031250
	Iteration 20F: 3 clusters Score -8296853 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -8296857.500000 Penalty: 5312.031250
	Iteration 21Q: 3 clusters Score -8296858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -8296888.500000 Penalty: 5312.031250
	Iteration 22Q: 3 clusters Score -8296888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -8296877.000000 Penalty: 5312.031250
	Iteration 23Q: 3 clusters Score -8296877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -8296887.500000 Penalty: 5312.031250
	Iteration 24Q: 3 clusters Score -8296888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -8296897.500000 Penalty: 5312.031250
	Iteration 25Q: 3 clusters Score -8296898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -8296913.500000 Penalty: 5312.031250
	Iteration 26Q: 3 clusters Score -8296914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -8296926.500000 Penalty: 5312.031250
	Iteration 27Q: 3 clusters Score -8296926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -8296940.500000 Penalty: 5312.031250
	Iteration 28Q: 3 clusters Score -8296940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -8296961.500000 Penalty: 5312.031250
	Iteration 29Q: 3 clusters Score -8296962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -8296953.000000 Penalty: 5312.031250
	Iteration 30Q: 3 clusters Score -8296953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -8296962.000000 Penalty: 5312.031250
	Iteration 31Q: 3 clusters Score -8296962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -8296969.000000 Penalty: 5312.031250
	Iteration 32Q: 3 clusters Score -8296969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -8296971.500000 Penalty: 5312.031250
	Iteration 33Q: 3 clusters Score -8296972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -8296966.000000 Penalty: 5312.031250
	Iteration 34Q: 3 clusters Score -8296966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -8296967.500000 Penalty: 5312.031250
	Iteration 35Q: 3 clusters Score -8296968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -8296983.500000 Penalty: 5312.031250
	Iteration 36Q: 3 clusters Score -8296984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -8296984.500000 Penalty: 5312.031250
	Iteration 37Q: 3 clusters Score -8296984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -8296985.500000 Penalty: 5312.031250
	Iteration 38Q: 3 clusters Score -8296986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -8296995.000000 Penalty: 5312.031250
	Iteration 39Q: 3 clusters Score -8296995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -8296997.500000 Penalty: 5312.031250
	Iteration 40F: 3 clusters Score -8296998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -8297009.500000 Penalty: 5312.031250
	Iteration 41Q: 3 clusters Score -8297010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -8297004.500000 Penalty: 5312.031250
	Iteration 42Q: 3 clusters Score -8297004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -8297000.000000 Penalty: 5312.031250
	Iteration 43Q: 3 clusters Score -8297000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -8297011.000000 Penalty: 5312.031250
	Iteration 44Q: 3 clusters Score -8297011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -8297008.500000 Penalty: 5312.031250
	Iteration 45Q: 3 clusters Score -8297008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -8297007.000000 Penalty: 5312.031250
	Iteration 46Q: 3 clusters Score -8297007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -8297005.500000 Penalty: 5312.031250
	Iteration 47Q: 3 clusters Score -8297006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -8297011.500000 Penalty: 5312.031250
	Iteration 48Q: 3 clusters Score -8297012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -8297003.500000 Penalty: 5312.031250
	Iteration 49Q: 3 clusters Score -8297004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -8297008.500000 Penalty: 5312.031250
	Iteration 50Q: 3 clusters Score -8297008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -8297006.000000 Penalty: 5312.031250
	Iteration 51Q: 3 clusters Score -8297006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -8297000.500000 Penalty: 5312.031250
	Iteration 52Q: 3 clusters Score -8297000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -8296997.000000 Penalty: 5312.031250
	Iteration 53Q: 3 clusters Score -8296997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -8297010.000000 Penalty: 5312.031250
	Iteration 54Q: 3 clusters Score -8297010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -8297021.000000 Penalty: 5312.031250
	Iteration 55Q: 3 clusters Score -8297021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -8297022.500000 Penalty: 5312.031250
	Iteration 56Q: 3 clusters Score -8297022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -8297029.500000 Penalty: 5312.031250
	Iteration 57Q: 3 clusters Score -8297030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -8297021.500000 Penalty: 5312.031250
	Iteration 58Q: 3 clusters Score -8297022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -8297028.000000 Penalty: 5312.031250
	Iteration 59Q: 3 clusters Score -8297028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -8297042.500000 Penalty: 5312.031250
	Iteration 60F: 3 clusters Score -8297042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -8297031.000000 Penalty: 5312.031250
	Iteration 61Q: 3 clusters Score -8297031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -8297034.500000 Penalty: 5312.031250
	Iteration 62Q: 3 clusters Score -8297034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -8297036.000000 Penalty: 5312.031250
	Iteration 63Q: 3 clusters Score -8297036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -8297051.500000 Penalty: 5312.031250
	Iteration 64Q: 3 clusters Score -8297052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -8297054.000000 Penalty: 5312.031250
	Iteration 65Q: 3 clusters Score -8297054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -8297052.500000 Penalty: 5312.031250
	Iteration 66Q: 3 clusters Score -8297052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -8297059.000000 Penalty: 5312.031250
	Iteration 67Q: 3 clusters Score -8297059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -8297057.500000 Penalty: 5312.031250
	Iteration 68Q: 3 clusters Score -8297058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -8297057.500000 Penalty: 5312.031250
	Iteration 69Q: 3 clusters Score -8297058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -8297055.000000 Penalty: 5312.031250
	Iteration 70Q: 3 clusters Score -8297055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -8297051.000000 Penalty: 5312.031250
	Iteration 71Q: 3 clusters Score -8297051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -8297043.500000 Penalty: 5312.031250
	Iteration 72Q: 3 clusters Score -8297044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -8297037.500000 Penalty: 5312.031250
	Iteration 73Q: 3 clusters Score -8297038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -8297039.000000 Penalty: 5312.031250
	Iteration 74Q: 3 clusters Score -8297039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -8297039.000000 Penalty: 5312.031250
	Iteration 75F: 3 clusters Score -8297039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -19757.708984 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -19757.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18721.347656 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -18721.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18865.718750 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -18865.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18928.052734 Penalty: 2722.513184
	Iteration 2F: 3 clusters Score -18928.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18946.671875 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -18946.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18946.671875 Penalty: 2722.513184
	Iteration 4F: 3 clusters Score -18946.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Entering Unmasked Estep 
Score: -7589642.500000 Penalty: 2633.046631
	Iteration 0F: 2 clusters Score -7589642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -7562886.000000 Penalty: 5266.093262
	Iteration 0F: 3 clusters Score -7562886 nChanged 18744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -7573217.500000 Penalty: 5266.093262
	Iteration 1F: 3 clusters Score -7573218 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -7573904.500000 Penalty: 5266.093262
	Iteration 2Q: 3 clusters Score -7573904 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -7574665.500000 Penalty: 5266.093262
	Iteration 3Q: 3 clusters Score -7574666 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -7575813.000000 Penalty: 5266.093262
	Iteration 4F: 3 clusters Score -7575813 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -7577365.500000 Penalty: 5266.093262
	Iteration 5F: 3 clusters Score -7577366 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -7579658.500000 Penalty: 5266.093262
	Iteration 6F: 3 clusters Score -7579658 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -7582394.000000 Penalty: 5266.093262
	Iteration 7F: 3 clusters Score -7582394 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -7584823.500000 Penalty: 5266.093262
	Iteration 8F: 3 clusters Score -7584824 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7586190.000000 Penalty: 5266.093262
	Iteration 9Q: 3 clusters Score -7586190 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7586819.000000 Penalty: 5266.093262
	Iteration 10Q: 3 clusters Score -7586819 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7587117.500000 Penalty: 5266.093262
	Iteration 11Q: 3 clusters Score -7587118 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7587219.500000 Penalty: 5266.093262
	Iteration 12Q: 3 clusters Score -7587220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7587246.000000 Penalty: 5266.093262
	Iteration 13Q: 3 clusters Score -7587246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7587278.500000 Penalty: 5266.093262
	Iteration 14Q: 3 clusters Score -7587278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7587308.000000 Penalty: 5266.093262
	Iteration 15Q: 3 clusters Score -7587308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7587333.000000 Penalty: 5266.093262
	Iteration 16Q: 3 clusters Score -7587333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7587327.500000 Penalty: 5266.093262
	Iteration 17Q: 3 clusters Score -7587328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7587334.500000 Penalty: 5266.093262
	Iteration 18Q: 3 clusters Score -7587334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7587344.500000 Penalty: 5266.093262
	Iteration 19Q: 3 clusters Score -7587344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7587353.000000 Penalty: 5266.093262
	Iteration 20F: 3 clusters Score -7587353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7587369.500000 Penalty: 5266.093262
	Iteration 21Q: 3 clusters Score -7587370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7587372.500000 Penalty: 5266.093262
	Iteration 22Q: 3 clusters Score -7587372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7587375.500000 Penalty: 5266.093262
	Iteration 23Q: 3 clusters Score -7587376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7587375.500000 Penalty: 5266.093262
	Iteration 24F: 3 clusters Score -7587376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -73560.960938 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -73560.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72119.492188 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -72119.49 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72558.781250 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -72558.78 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -72891.226562 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -72891.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73047.984375 Penalty: 3146.564697
	Iteration 3F: 3 clusters Score -73047.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73140.171875 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -73140.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73230.179688 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -73230.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -73292.539062 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -73292.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73314.382812 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -73314.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73333.710938 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -73333.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73337.710938 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -73337.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73341.007812 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -73341.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73341.007812 Penalty: 3146.564697
	Iteration 11F: 3 clusters Score -73341.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Entering Unmasked Estep 
Score: -8159085.500000 Penalty: 2650.427246
	Iteration 0F: 2 clusters Score -8159086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -8131002.500000 Penalty: 5300.854492
	Iteration 0F: 3 clusters Score -8131002 nChanged 19966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -8142145.500000 Penalty: 5300.854492
	Iteration 1F: 3 clusters Score -8142146 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -8142758.500000 Penalty: 5300.854492
	Iteration 2Q: 3 clusters Score -8142758 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -8143342.000000 Penalty: 5300.854492
	Iteration 3Q: 3 clusters Score -8143342 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -8144208.000000 Penalty: 5300.854492
	Iteration 4Q: 3 clusters Score -8144208 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -8145214.500000 Penalty: 5300.854492
	Iteration 5F: 3 clusters Score -8145214 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -8146602.000000 Penalty: 5300.854492
	Iteration 6F: 3 clusters Score -8146602 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -8148412.000000 Penalty: 5300.854492
	Iteration 7F: 3 clusters Score -8148412 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -8150620.500000 Penalty: 5300.854492
	Iteration 8F: 3 clusters Score -8150620 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -8152729.000000 Penalty: 5300.854492
	Iteration 9F: 3 clusters Score -8152729 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -8154301.000000 Penalty: 5300.854492
	Iteration 10Q: 3 clusters Score -8154301 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -8155321.500000 Penalty: 5300.854492
	Iteration 11Q: 3 clusters Score -8155322 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -8155857.500000 Penalty: 5300.854492
	Iteration 12Q: 3 clusters Score -8155858 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -8156195.000000 Penalty: 5300.854492
	Iteration 13Q: 3 clusters Score -8156195 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -8156415.000000 Penalty: 5300.854492
	Iteration 14Q: 3 clusters Score -8156415 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -8156595.500000 Penalty: 5300.854492
	Iteration 15Q: 3 clusters Score -8156596 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -8156667.500000 Penalty: 5300.854492
	Iteration 16Q: 3 clusters Score -8156668 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -8156758.500000 Penalty: 5300.854492
	Iteration 17Q: 3 clusters Score -8156758 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -8156810.500000 Penalty: 5300.854492
	Iteration 18Q: 3 clusters Score -8156810 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -8156878.000000 Penalty: 5300.854492
	Iteration 19Q: 3 clusters Score -8156878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -8156897.000000 Penalty: 5300.854492
	Iteration 20F: 3 clusters Score -8156897 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -8156900.000000 Penalty: 5300.854492
	Iteration 21Q: 3 clusters Score -8156900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -8156913.500000 Penalty: 5300.854492
	Iteration 22Q: 3 clusters Score -8156914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -8156918.500000 Penalty: 5300.854492
	Iteration 23Q: 3 clusters Score -8156918 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -8156939.500000 Penalty: 5300.854492
	Iteration 24Q: 3 clusters Score -8156940 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -8156963.000000 Penalty: 5300.854492
	Iteration 25Q: 3 clusters Score -8156963 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -8156975.500000 Penalty: 5300.854492
	Iteration 26Q: 3 clusters Score -8156976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -8157012.500000 Penalty: 5300.854492
	Iteration 27Q: 3 clusters Score -8157012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -8157013.500000 Penalty: 5300.854492
	Iteration 28Q: 3 clusters Score -8157014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -8157008.000000 Penalty: 5300.854492
	Iteration 29Q: 3 clusters Score -8157008 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -8157030.500000 Penalty: 5300.854492
	Iteration 30Q: 3 clusters Score -8157030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -8157030.500000 Penalty: 5300.854492
	Iteration 31Q: 3 clusters Score -8157030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -8157052.500000 Penalty: 5300.854492
	Iteration 32Q: 3 clusters Score -8157052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -8157055.500000 Penalty: 5300.854492
	Iteration 33Q: 3 clusters Score -8157056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -8157072.000000 Penalty: 5300.854492
	Iteration 34Q: 3 clusters Score -8157072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -8157053.000000 Penalty: 5300.854492
	Iteration 35Q: 3 clusters Score -8157053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -8157065.000000 Penalty: 5300.854492
	Iteration 36Q: 3 clusters Score -8157065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -8157068.000000 Penalty: 5300.854492
	Iteration 37Q: 3 clusters Score -8157068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -8157078.000000 Penalty: 5300.854492
	Iteration 38Q: 3 clusters Score -8157078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -8157070.500000 Penalty: 5300.854492
	Iteration 39Q: 3 clusters Score -8157070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -8157064.000000 Penalty: 5300.854492
	Iteration 40F: 3 clusters Score -8157064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -8157060.000000 Penalty: 5300.854492
	Iteration 41Q: 3 clusters Score -8157060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -8157051.000000 Penalty: 5300.854492
	Iteration 42Q: 3 clusters Score -8157051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -8157055.000000 Penalty: 5300.854492
	Iteration 43Q: 3 clusters Score -8157055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -8157059.500000 Penalty: 5300.854492
	Iteration 44Q: 3 clusters Score -8157060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -8157074.000000 Penalty: 5300.854492
	Iteration 45Q: 3 clusters Score -8157074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -8157069.000000 Penalty: 5300.854492
	Iteration 46Q: 3 clusters Score -8157069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -8157070.000000 Penalty: 5300.854492
	Iteration 47Q: 3 clusters Score -8157070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -8157082.000000 Penalty: 5300.854492
	Iteration 48Q: 3 clusters Score -8157082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -8157086.000000 Penalty: 5300.854492
	Iteration 49Q: 3 clusters Score -8157086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -8157086.500000 Penalty: 5300.854492
	Iteration 50Q: 3 clusters Score -8157086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -8157079.000000 Penalty: 5300.854492
	Iteration 51Q: 3 clusters Score -8157079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -8157080.000000 Penalty: 5300.854492
	Iteration 52Q: 3 clusters Score -8157080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -8157090.000000 Penalty: 5300.854492
	Iteration 53Q: 3 clusters Score -8157090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -8157085.000000 Penalty: 5300.854492
	Iteration 54Q: 3 clusters Score -8157085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -8157087.000000 Penalty: 5300.854492
	Iteration 55Q: 3 clusters Score -8157087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -8157080.500000 Penalty: 5300.854492
	Iteration 56Q: 3 clusters Score -8157080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -8157085.000000 Penalty: 5300.854492
	Iteration 57Q: 3 clusters Score -8157085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -8157086.500000 Penalty: 5300.854492
	Iteration 58Q: 3 clusters Score -8157086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -8157081.000000 Penalty: 5300.854492
	Iteration 59Q: 3 clusters Score -8157081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -8157081.000000 Penalty: 5300.854492
	Iteration 60F: 3 clusters Score -8157081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Entering Unmasked Estep 
Score: -7663812.000000 Penalty: 2638.715332
	Iteration 0F: 2 clusters Score -7663812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -7635679.000000 Penalty: 5277.430664
	Iteration 0F: 3 clusters Score -7635679 nChanged 19133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -7646218.500000 Penalty: 5277.430664
	Iteration 1F: 3 clusters Score -7646218 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -7646851.000000 Penalty: 5277.430664
	Iteration 2Q: 3 clusters Score -7646851 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -7647676.500000 Penalty: 5277.430664
	Iteration 3Q: 3 clusters Score -7647676 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -7648710.500000 Penalty: 5277.430664
	Iteration 4Q: 3 clusters Score -7648710 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -7650030.000000 Penalty: 5277.430664
	Iteration 5F: 3 clusters Score -7650030 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -7651748.000000 Penalty: 5277.430664
	Iteration 6F: 3 clusters Score -7651748 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -7653719.500000 Penalty: 5277.430664
	Iteration 7F: 3 clusters Score -7653720 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -7656116.000000 Penalty: 5277.430664
	Iteration 8F: 3 clusters Score -7656116 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -7658472.000000 Penalty: 5277.430664
	Iteration 9F: 3 clusters Score -7658472 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -7659843.000000 Penalty: 5277.430664
	Iteration 10Q: 3 clusters Score -7659843 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -7660405.000000 Penalty: 5277.430664
	Iteration 11Q: 3 clusters Score -7660405 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -7660716.000000 Penalty: 5277.430664
	Iteration 12Q: 3 clusters Score -7660716 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -7660889.500000 Penalty: 5277.430664
	Iteration 13Q: 3 clusters Score -7660890 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -7661028.500000 Penalty: 5277.430664
	Iteration 14Q: 3 clusters Score -7661028 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -7661169.500000 Penalty: 5277.430664
	Iteration 15Q: 3 clusters Score -7661170 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -7661297.500000 Penalty: 5277.430664
	Iteration 16Q: 3 clusters Score -7661298 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -7661391.000000 Penalty: 5277.430664
	Iteration 17Q: 3 clusters Score -7661391 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -7661453.000000 Penalty: 5277.430664
	Iteration 18Q: 3 clusters Score -7661453 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -7661507.500000 Penalty: 5277.430664
	Iteration 19Q: 3 clusters Score -7661508 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -7661564.500000 Penalty: 5277.430664
	Iteration 20F: 3 clusters Score -7661564 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -7661616.500000 Penalty: 5277.430664
	Iteration 21Q: 3 clusters Score -7661616 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -7661672.500000 Penalty: 5277.430664
	Iteration 22Q: 3 clusters Score -7661672 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -7661714.500000 Penalty: 5277.430664
	Iteration 23Q: 3 clusters Score -7661714 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -7661755.000000 Penalty: 5277.430664
	Iteration 24Q: 3 clusters Score -7661755 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -7661827.500000 Penalty: 5277.430664
	Iteration 25Q: 3 clusters Score -7661828 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -7661874.000000 Penalty: 5277.430664
	Iteration 26Q: 3 clusters Score -7661874 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -7661915.000000 Penalty: 5277.430664
	Iteration 27Q: 3 clusters Score -7661915 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -7661988.000000 Penalty: 5277.430664
	Iteration 28Q: 3 clusters Score -7661988 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -7662026.000000 Penalty: 5277.430664
	Iteration 29Q: 3 clusters Score -7662026 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -7662087.000000 Penalty: 5277.430664
	Iteration 30Q: 3 clusters Score -7662087 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -7662120.500000 Penalty: 5277.430664
	Iteration 31Q: 3 clusters Score -7662120 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -7662156.500000 Penalty: 5277.430664
	Iteration 32Q: 3 clusters Score -7662156 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -7662175.000000 Penalty: 5277.430664
	Iteration 33Q: 3 clusters Score -7662175 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -7662191.500000 Penalty: 5277.430664
	Iteration 34Q: 3 clusters Score -7662192 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -7662193.500000 Penalty: 5277.430664
	Iteration 35Q: 3 clusters Score -7662194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -7662225.000000 Penalty: 5277.430664
	Iteration 36Q: 3 clusters Score -7662225 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -7662247.500000 Penalty: 5277.430664
	Iteration 37Q: 3 clusters Score -7662248 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -7662259.000000 Penalty: 5277.430664
	Iteration 38Q: 3 clusters Score -7662259 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -7662270.500000 Penalty: 5277.430664
	Iteration 39Q: 3 clusters Score -7662270 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -7662263.500000 Penalty: 5277.430664
	Iteration 40F: 3 clusters Score -7662264 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -7662274.500000 Penalty: 5277.430664
	Iteration 41Q: 3 clusters Score -7662274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -7662296.000000 Penalty: 5277.430664
	Iteration 42Q: 3 clusters Score -7662296 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -7662301.500000 Penalty: 5277.430664
	Iteration 43Q: 3 clusters Score -7662302 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -7662331.000000 Penalty: 5277.430664
	Iteration 44Q: 3 clusters Score -7662331 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -7662357.000000 Penalty: 5277.430664
	Iteration 45Q: 3 clusters Score -7662357 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -7662375.500000 Penalty: 5277.430664
	Iteration 46Q: 3 clusters Score -7662376 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -7662367.000000 Penalty: 5277.430664
	Iteration 47Q: 3 clusters Score -7662367 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -7662361.500000 Penalty: 5277.430664
	Iteration 48Q: 3 clusters Score -7662362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -7662378.000000 Penalty: 5277.430664
	Iteration 49Q: 3 clusters Score -7662378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -7662382.500000 Penalty: 5277.430664
	Iteration 50Q: 3 clusters Score -7662382 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -7662401.000000 Penalty: 5277.430664
	Iteration 51Q: 3 clusters Score -7662401 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -7662405.500000 Penalty: 5277.430664
	Iteration 52Q: 3 clusters Score -7662406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -7662415.500000 Penalty: 5277.430664
	Iteration 53Q: 3 clusters Score -7662416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -7662425.500000 Penalty: 5277.430664
	Iteration 54Q: 3 clusters Score -7662426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -7662438.000000 Penalty: 5277.430664
	Iteration 55Q: 3 clusters Score -7662438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -7662449.000000 Penalty: 5277.430664
	Iteration 56Q: 3 clusters Score -7662449 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -7662456.500000 Penalty: 5277.430664
	Iteration 57Q: 3 clusters Score -7662456 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -7662448.500000 Penalty: 5277.430664
	Iteration 58Q: 3 clusters Score -7662448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -7662445.000000 Penalty: 5277.430664
	Iteration 59Q: 3 clusters Score -7662445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -7662459.500000 Penalty: 5277.430664
	Iteration 60F: 3 clusters Score -7662460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -7662469.000000 Penalty: 5277.430664
	Iteration 61Q: 3 clusters Score -7662469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -7662456.500000 Penalty: 5277.430664
	Iteration 62Q: 3 clusters Score -7662456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -7662452.500000 Penalty: 5277.430664
	Iteration 63Q: 3 clusters Score -7662452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -7662451.500000 Penalty: 5277.430664
	Iteration 64Q: 3 clusters Score -7662452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -7662451.000000 Penalty: 5277.430664
	Iteration 65Q: 3 clusters Score -7662451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -7662452.000000 Penalty: 5277.430664
	Iteration 66Q: 3 clusters Score -7662452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -7662451.000000 Penalty: 5277.430664
	Iteration 67Q: 3 clusters Score -7662451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -7662455.000000 Penalty: 5277.430664
	Iteration 68Q: 3 clusters Score -7662455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -7662455.000000 Penalty: 5277.430664
	Iteration 69Q: 3 clusters Score -7662455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -7662462.000000 Penalty: 5277.430664
	Iteration 70Q: 3 clusters Score -7662462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -7662459.000000 Penalty: 5277.430664
	Iteration 71Q: 3 clusters Score -7662459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7662463.500000 Penalty: 5277.430664
	Iteration 72Q: 3 clusters Score -7662464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -7662468.000000 Penalty: 5277.430664
	Iteration 73Q: 3 clusters Score -7662468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -7662466.000000 Penalty: 5277.430664
	Iteration 74Q: 3 clusters Score -7662466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -7662473.500000 Penalty: 5277.430664
	Iteration 75Q: 3 clusters Score -7662474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -7662478.500000 Penalty: 5277.430664
	Iteration 76Q: 3 clusters Score -7662478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -7662473.000000 Penalty: 5277.430664
	Iteration 77Q: 3 clusters Score -7662473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -7662480.500000 Penalty: 5277.430664
	Iteration 78Q: 3 clusters Score -7662480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -7662474.000000 Penalty: 5277.430664
	Iteration 79Q: 3 clusters Score -7662474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -7662495.500000 Penalty: 5277.430664
	Iteration 80F: 3 clusters Score -7662496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -7662496.000000 Penalty: 5277.430664
	Iteration 81Q: 3 clusters Score -7662496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -7662491.000000 Penalty: 5277.430664
	Iteration 82Q: 3 clusters Score -7662491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -7662496.500000 Penalty: 5277.430664
	Iteration 83Q: 3 clusters Score -7662496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -7662490.000000 Penalty: 5277.430664
	Iteration 84Q: 3 clusters Score -7662490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -7662487.000000 Penalty: 5277.430664
	Iteration 85Q: 3 clusters Score -7662487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -7662486.500000 Penalty: 5277.430664
	Iteration 86Q: 3 clusters Score -7662486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -7662486.500000 Penalty: 5277.430664
	Iteration 87F: 3 clusters Score -7662486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Entering Unmasked Estep 
Score: -7114149.500000 Penalty: 2620.628906
	Iteration 0F: 2 clusters Score -7114150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -7087860.000000 Penalty: 5241.257812
	Iteration 0F: 3 clusters Score -7087860 nChanged 17817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -7097858.000000 Penalty: 5241.257812
	Iteration 1F: 3 clusters Score -7097858 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -7098330.000000 Penalty: 5241.257812
	Iteration 2Q: 3 clusters Score -7098330 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -7098722.000000 Penalty: 5241.257812
	Iteration 3Q: 3 clusters Score -7098722 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -7099187.500000 Penalty: 5241.257812
	Iteration 4Q: 3 clusters Score -7099188 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -7099774.500000 Penalty: 5241.257812
	Iteration 5Q: 3 clusters Score -7099774 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -7100608.500000 Penalty: 5241.257812
	Iteration 6Q: 3 clusters Score -7100608 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -7101644.500000 Penalty: 5241.257812
	Iteration 7Q: 3 clusters Score -7101644 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -7103242.000000 Penalty: 5241.257812
	Iteration 8F: 3 clusters Score -7103242 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -7105361.500000 Penalty: 5241.257812
	Iteration 9F: 3 clusters Score -7105362 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -7107379.500000 Penalty: 5241.257812
	Iteration 10F: 3 clusters Score -7107380 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -7108956.000000 Penalty: 5241.257812
	Iteration 11Q: 3 clusters Score -7108956 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -7109928.500000 Penalty: 5241.257812
	Iteration 12Q: 3 clusters Score -7109928 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -7110660.000000 Penalty: 5241.257812
	Iteration 13Q: 3 clusters Score -7110660 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -7111218.500000 Penalty: 5241.257812
	Iteration 14Q: 3 clusters Score -7111218 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -7111637.500000 Penalty: 5241.257812
	Iteration 15Q: 3 clusters Score -7111638 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -7111908.000000 Penalty: 5241.257812
	Iteration 16Q: 3 clusters Score -7111908 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -7112056.000000 Penalty: 5241.257812
	Iteration 17Q: 3 clusters Score -7112056 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -7112180.500000 Penalty: 5241.257812
	Iteration 18Q: 3 clusters Score -7112180 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -7112263.500000 Penalty: 5241.257812
	Iteration 19Q: 3 clusters Score -7112264 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -7112320.500000 Penalty: 5241.257812
	Iteration 20F: 3 clusters Score -7112320 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -7112370.000000 Penalty: 5241.257812
	Iteration 21Q: 3 clusters Score -7112370 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -7112416.500000 Penalty: 5241.257812
	Iteration 22Q: 3 clusters Score -7112416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -7112444.500000 Penalty: 5241.257812
	Iteration 23Q: 3 clusters Score -7112444 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -7112477.500000 Penalty: 5241.257812
	Iteration 24Q: 3 clusters Score -7112478 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -7112497.500000 Penalty: 5241.257812
	Iteration 25Q: 3 clusters Score -7112498 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -7112533.000000 Penalty: 5241.257812
	Iteration 26Q: 3 clusters Score -7112533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -7112541.000000 Penalty: 5241.257812
	Iteration 27Q: 3 clusters Score -7112541 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7112573.000000 Penalty: 5241.257812
	Iteration 28Q: 3 clusters Score -7112573 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -7112585.000000 Penalty: 5241.257812
	Iteration 29Q: 3 clusters Score -7112585 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -7112585.500000 Penalty: 5241.257812
	Iteration 30Q: 3 clusters Score -7112586 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -7112595.500000 Penalty: 5241.257812
	Iteration 31Q: 3 clusters Score -7112596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -7112605.500000 Penalty: 5241.257812
	Iteration 32Q: 3 clusters Score -7112606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -7112625.500000 Penalty: 5241.257812
	Iteration 33Q: 3 clusters Score -7112626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -7112620.500000 Penalty: 5241.257812
	Iteration 34Q: 3 clusters Score -7112620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -7112629.500000 Penalty: 5241.257812
	Iteration 35Q: 3 clusters Score -7112630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -7112625.000000 Penalty: 5241.257812
	Iteration 36Q: 3 clusters Score -7112625 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -7112628.000000 Penalty: 5241.257812
	Iteration 37Q: 3 clusters Score -7112628 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -7112630.500000 Penalty: 5241.257812
	Iteration 38Q: 3 clusters Score -7112630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -7112635.000000 Penalty: 5241.257812
	Iteration 39Q: 3 clusters Score -7112635 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -7112661.000000 Penalty: 5241.257812
	Iteration 40F: 3 clusters Score -7112661 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -7112652.000000 Penalty: 5241.257812
	Iteration 41Q: 3 clusters Score -7112652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -7112662.500000 Penalty: 5241.257812
	Iteration 42Q: 3 clusters Score -7112662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7112652.000000 Penalty: 5241.257812
	Iteration 43Q: 3 clusters Score -7112652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -7112655.500000 Penalty: 5241.257812
	Iteration 44Q: 3 clusters Score -7112656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -7112661.000000 Penalty: 5241.257812
	Iteration 45Q: 3 clusters Score -7112661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -7112661.000000 Penalty: 5241.257812
	Iteration 46Q: 3 clusters Score -7112661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -7112666.000000 Penalty: 5241.257812
	Iteration 47Q: 3 clusters Score -7112666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -7112679.500000 Penalty: 5241.257812
	Iteration 48Q: 3 clusters Score -7112680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -7112679.500000 Penalty: 5241.257812
	Iteration 49Q: 3 clusters Score -7112680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7112689.500000 Penalty: 5241.257812
	Iteration 50Q: 3 clusters Score -7112690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -7112697.000000 Penalty: 5241.257812
	Iteration 51Q: 3 clusters Score -7112697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -7112683.500000 Penalty: 5241.257812
	Iteration 52Q: 3 clusters Score -7112684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -7112682.000000 Penalty: 5241.257812
	Iteration 53Q: 3 clusters Score -7112682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7112686.500000 Penalty: 5241.257812
	Iteration 54Q: 3 clusters Score -7112686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7112682.500000 Penalty: 5241.257812
	Iteration 55Q: 3 clusters Score -7112682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7112682.500000 Penalty: 5241.257812
	Iteration 56Q: 3 clusters Score -7112682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7112687.500000 Penalty: 5241.257812
	Iteration 57Q: 3 clusters Score -7112688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7112694.000000 Penalty: 5241.257812
	Iteration 58Q: 3 clusters Score -7112694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -7112696.500000 Penalty: 5241.257812
	Iteration 59Q: 3 clusters Score -7112696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -7112699.000000 Penalty: 5241.257812
	Iteration 60F: 3 clusters Score -7112699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7112698.000000 Penalty: 5241.257812
	Iteration 61Q: 3 clusters Score -7112698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7112689.000000 Penalty: 5241.257812
	Iteration 62Q: 3 clusters Score -7112689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7112692.500000 Penalty: 5241.257812
	Iteration 63Q: 3 clusters Score -7112692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -7112702.000000 Penalty: 5241.257812
	Iteration 64Q: 3 clusters Score -7112702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7112701.000000 Penalty: 5241.257812
	Iteration 65Q: 3 clusters Score -7112701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -7112709.000000 Penalty: 5241.257812
	Iteration 66Q: 3 clusters Score -7112709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -7112705.500000 Penalty: 5241.257812
	Iteration 67Q: 3 clusters Score -7112706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -7112703.500000 Penalty: 5241.257812
	Iteration 68Q: 3 clusters Score -7112704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -7112700.500000 Penalty: 5241.257812
	Iteration 69Q: 3 clusters Score -7112700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7112701.000000 Penalty: 5241.257812
	Iteration 70Q: 3 clusters Score -7112701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7112701.000000 Penalty: 5241.257812
	Iteration 71F: 3 clusters Score -7112701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Entering Unmasked Estep 
Score: -8089746.500000 Penalty: 2649.638916
	Iteration 0F: 2 clusters Score -8089746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -8061167.500000 Penalty: 5299.277832
	Iteration 0F: 3 clusters Score -8061168 nChanged 20131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -8072339.500000 Penalty: 5299.277832
	Iteration 1F: 3 clusters Score -8072340 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -8072941.000000 Penalty: 5299.277832
	Iteration 2Q: 3 clusters Score -8072941 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -8073490.500000 Penalty: 5299.277832
	Iteration 3Q: 3 clusters Score -8073490 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -8074104.500000 Penalty: 5299.277832
	Iteration 4Q: 3 clusters Score -8074104 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -8074888.500000 Penalty: 5299.277832
	Iteration 5Q: 3 clusters Score -8074888 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -8075986.000000 Penalty: 5299.277832
	Iteration 6F: 3 clusters Score -8075986 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -8077500.500000 Penalty: 5299.277832
	Iteration 7F: 3 clusters Score -8077500 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -8079718.500000 Penalty: 5299.277832
	Iteration 8F: 3 clusters Score -8079718 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -8082181.500000 Penalty: 5299.277832
	Iteration 9F: 3 clusters Score -8082182 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -8084182.000000 Penalty: 5299.277832
	Iteration 10F: 3 clusters Score -8084182 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -8085472.500000 Penalty: 5299.277832
	Iteration 11Q: 3 clusters Score -8085472 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -8086435.500000 Penalty: 5299.277832
	Iteration 12Q: 3 clusters Score -8086436 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -8086920.500000 Penalty: 5299.277832
	Iteration 13Q: 3 clusters Score -8086920 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -8087180.000000 Penalty: 5299.277832
	Iteration 14Q: 3 clusters Score -8087180 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -8087362.500000 Penalty: 5299.277832
	Iteration 15Q: 3 clusters Score -8087362 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -8087442.500000 Penalty: 5299.277832
	Iteration 16Q: 3 clusters Score -8087442 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -8087485.500000 Penalty: 5299.277832
	Iteration 17Q: 3 clusters Score -8087486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -8087510.000000 Penalty: 5299.277832
	Iteration 18Q: 3 clusters Score -8087510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -8087526.000000 Penalty: 5299.277832
	Iteration 19Q: 3 clusters Score -8087526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8087539.500000 Penalty: 5299.277832
	Iteration 20F: 3 clusters Score -8087540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -8087539.000000 Penalty: 5299.277832
	Iteration 21Q: 3 clusters Score -8087539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -8087553.000000 Penalty: 5299.277832
	Iteration 22Q: 3 clusters Score -8087553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -8087556.000000 Penalty: 5299.277832
	Iteration 23Q: 3 clusters Score -8087556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -8087565.500000 Penalty: 5299.277832
	Iteration 24Q: 3 clusters Score -8087566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8087561.000000 Penalty: 5299.277832
	Iteration 25Q: 3 clusters Score -8087561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -8087562.000000 Penalty: 5299.277832
	Iteration 26Q: 3 clusters Score -8087562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -8087564.500000 Penalty: 5299.277832
	Iteration 27Q: 3 clusters Score -8087564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8087564.500000 Penalty: 5299.277832
	Iteration 28Q: 3 clusters Score -8087564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8087557.000000 Penalty: 5299.277832
	Iteration 29Q: 3 clusters Score -8087557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -8087563.000000 Penalty: 5299.277832
	Iteration 30Q: 3 clusters Score -8087563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -8087563.000000 Penalty: 5299.277832
	Iteration 31F: 3 clusters Score -8087563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Entering Unmasked Estep 
Score: -5981682.500000 Penalty: 2582.925781
	Iteration 0F: 2 clusters Score -5981682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -5959091.500000 Penalty: 5165.851562
	Iteration 0F: 3 clusters Score -5959092 nChanged 15073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -5967192.000000 Penalty: 5165.851562
	Iteration 1F: 3 clusters Score -5967192 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -5967624.500000 Penalty: 5165.851562
	Iteration 2Q: 3 clusters Score -5967624 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -5968211.000000 Penalty: 5165.851562
	Iteration 3Q: 3 clusters Score -5968211 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -5968940.500000 Penalty: 5165.851562
	Iteration 4Q: 3 clusters Score -5968940 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -5970070.000000 Penalty: 5165.851562
	Iteration 5F: 3 clusters Score -5970070 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -5971714.500000 Penalty: 5165.851562
	Iteration 6F: 3 clusters Score -5971714 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -5973878.000000 Penalty: 5165.851562
	Iteration 7F: 3 clusters Score -5973878 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -5976160.500000 Penalty: 5165.851562
	Iteration 8F: 3 clusters Score -5976160 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5977843.000000 Penalty: 5165.851562
	Iteration 9F: 3 clusters Score -5977843 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5978701.000000 Penalty: 5165.851562
	Iteration 10Q: 3 clusters Score -5978701 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5979061.000000 Penalty: 5165.851562
	Iteration 11Q: 3 clusters Score -5979061 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5979232.000000 Penalty: 5165.851562
	Iteration 12Q: 3 clusters Score -5979232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5979308.500000 Penalty: 5165.851562
	Iteration 13Q: 3 clusters Score -5979308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5979353.500000 Penalty: 5165.851562
	Iteration 14Q: 3 clusters Score -5979354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5979377.000000 Penalty: 5165.851562
	Iteration 15Q: 3 clusters Score -5979377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5979391.500000 Penalty: 5165.851562
	Iteration 16Q: 3 clusters Score -5979392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5979398.500000 Penalty: 5165.851562
	Iteration 17Q: 3 clusters Score -5979398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5979402.500000 Penalty: 5165.851562
	Iteration 18Q: 3 clusters Score -5979402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -5979404.000000 Penalty: 5165.851562
	Iteration 19Q: 3 clusters Score -5979404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -5979406.000000 Penalty: 5165.851562
	Iteration 20F: 3 clusters Score -5979406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5979410.500000 Penalty: 5165.851562
	Iteration 21Q: 3 clusters Score -5979410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5979409.000000 Penalty: 5165.851562
	Iteration 22Q: 3 clusters Score -5979409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5979416.500000 Penalty: 5165.851562
	Iteration 23Q: 3 clusters Score -5979416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5979424.500000 Penalty: 5165.851562
	Iteration 24Q: 3 clusters Score -5979424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -5979438.000000 Penalty: 5165.851562
	Iteration 25Q: 3 clusters Score -5979438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5979443.500000 Penalty: 5165.851562
	Iteration 26Q: 3 clusters Score -5979444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5979451.500000 Penalty: 5165.851562
	Iteration 27Q: 3 clusters Score -5979452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5979451.000000 Penalty: 5165.851562
	Iteration 28Q: 3 clusters Score -5979451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5979455.500000 Penalty: 5165.851562
	Iteration 29Q: 3 clusters Score -5979456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5979462.000000 Penalty: 5165.851562
	Iteration 30Q: 3 clusters Score -5979462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5979461.000000 Penalty: 5165.851562
	Iteration 31Q: 3 clusters Score -5979461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5979462.500000 Penalty: 5165.851562
	Iteration 32Q: 3 clusters Score -5979462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5979463.500000 Penalty: 5165.851562
	Iteration 33Q: 3 clusters Score -5979464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5979463.500000 Penalty: 5165.851562
	Iteration 34F: 3 clusters Score -5979464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Entering Unmasked Estep 
Score: -8271430.000000 Penalty: 2658.428955
	Iteration 0F: 2 clusters Score -8271430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -8241337.500000 Penalty: 5316.857910
	Iteration 0F: 3 clusters Score -8241338 nChanged 20729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -8252717.500000 Penalty: 5316.857910
	Iteration 1F: 3 clusters Score -8252718 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -8253165.500000 Penalty: 5316.857910
	Iteration 2Q: 3 clusters Score -8253166 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -8253599.500000 Penalty: 5316.857910
	Iteration 3Q: 3 clusters Score -8253600 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -8254019.000000 Penalty: 5316.857910
	Iteration 4Q: 3 clusters Score -8254019 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -8254560.000000 Penalty: 5316.857910
	Iteration 5Q: 3 clusters Score -8254560 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -8255303.000000 Penalty: 5316.857910
	Iteration 6Q: 3 clusters Score -8255303 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -8256546.500000 Penalty: 5316.857910
	Iteration 7F: 3 clusters Score -8256546 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -8258530.000000 Penalty: 5316.857910
	Iteration 8F: 3 clusters Score -8258530 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -8261672.000000 Penalty: 5316.857910
	Iteration 9F: 3 clusters Score -8261672 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -8265142.000000 Penalty: 5316.857910
	Iteration 10F: 3 clusters Score -8265142 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -8267495.500000 Penalty: 5316.857910
	Iteration 11F: 3 clusters Score -8267496 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -8268521.000000 Penalty: 5316.857910
	Iteration 12Q: 3 clusters Score -8268521 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -8268805.000000 Penalty: 5316.857910
	Iteration 13Q: 3 clusters Score -8268805 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -8268911.500000 Penalty: 5316.857910
	Iteration 14Q: 3 clusters Score -8268912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -8268972.000000 Penalty: 5316.857910
	Iteration 15Q: 3 clusters Score -8268972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -8269013.000000 Penalty: 5316.857910
	Iteration 16Q: 3 clusters Score -8269013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -8269011.000000 Penalty: 5316.857910
	Iteration 17Q: 3 clusters Score -8269011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -8269031.500000 Penalty: 5316.857910
	Iteration 18Q: 3 clusters Score -8269032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -8269044.000000 Penalty: 5316.857910
	Iteration 19Q: 3 clusters Score -8269044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8269051.500000 Penalty: 5316.857910
	Iteration 20F: 3 clusters Score -8269052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8269056.500000 Penalty: 5316.857910
	Iteration 21Q: 3 clusters Score -8269056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -8269060.500000 Penalty: 5316.857910
	Iteration 22Q: 3 clusters Score -8269060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -8269068.500000 Penalty: 5316.857910
	Iteration 23Q: 3 clusters Score -8269068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -8269066.500000 Penalty: 5316.857910
	Iteration 24Q: 3 clusters Score -8269066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -8269066.500000 Penalty: 5316.857910
	Iteration 25F: 3 clusters Score -8269066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Entering Unmasked Estep 
Score: -9279490.000000 Penalty: 2680.732178
	Iteration 0F: 2 clusters Score -9279490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -9251222.000000 Penalty: 5361.464355
	Iteration 0F: 3 clusters Score -9251222 nChanged 22905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -9263892.000000 Penalty: 5361.464355
	Iteration 1F: 3 clusters Score -9263892 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -9264479.000000 Penalty: 5361.464355
	Iteration 2Q: 3 clusters Score -9264479 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -9265113.000000 Penalty: 5361.464355
	Iteration 3Q: 3 clusters Score -9265113 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -9265841.000000 Penalty: 5361.464355
	Iteration 4Q: 3 clusters Score -9265841 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -9266771.000000 Penalty: 5361.464355
	Iteration 5Q: 3 clusters Score -9266771 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -9267754.000000 Penalty: 5361.464355
	Iteration 6Q: 3 clusters Score -9267754 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -9269074.000000 Penalty: 5361.464355
	Iteration 7F: 3 clusters Score -9269074 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -9270616.000000 Penalty: 5361.464355
	Iteration 8F: 3 clusters Score -9270616 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -9272392.000000 Penalty: 5361.464355
	Iteration 9F: 3 clusters Score -9272392 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -9274131.000000 Penalty: 5361.464355
	Iteration 10F: 3 clusters Score -9274131 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -9275574.000000 Penalty: 5361.464355
	Iteration 11Q: 3 clusters Score -9275574 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -9276437.000000 Penalty: 5361.464355
	Iteration 12Q: 3 clusters Score -9276437 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -9276857.000000 Penalty: 5361.464355
	Iteration 13Q: 3 clusters Score -9276857 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -9277143.000000 Penalty: 5361.464355
	Iteration 14Q: 3 clusters Score -9277143 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -9277275.000000 Penalty: 5361.464355
	Iteration 15Q: 3 clusters Score -9277275 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -9277377.000000 Penalty: 5361.464355
	Iteration 16Q: 3 clusters Score -9277377 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -9277416.000000 Penalty: 5361.464355
	Iteration 17Q: 3 clusters Score -9277416 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -9277445.000000 Penalty: 5361.464355
	Iteration 18Q: 3 clusters Score -9277445 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -9277489.000000 Penalty: 5361.464355
	Iteration 19Q: 3 clusters Score -9277489 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -9277532.000000 Penalty: 5361.464355
	Iteration 20F: 3 clusters Score -9277532 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -9277528.000000 Penalty: 5361.464355
	Iteration 21Q: 3 clusters Score -9277528 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -9277523.000000 Penalty: 5361.464355
	Iteration 22Q: 3 clusters Score -9277523 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -9277563.000000 Penalty: 5361.464355
	Iteration 23Q: 3 clusters Score -9277563 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -9277607.000000 Penalty: 5361.464355
	Iteration 24Q: 3 clusters Score -9277607 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -9277640.000000 Penalty: 5361.464355
	Iteration 25Q: 3 clusters Score -9277640 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -9277611.000000 Penalty: 5361.464355
	Iteration 26Q: 3 clusters Score -9277611 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -9277603.000000 Penalty: 5361.464355
	Iteration 27Q: 3 clusters Score -9277603 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -9277608.000000 Penalty: 5361.464355
	Iteration 28Q: 3 clusters Score -9277608 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -9277599.000000 Penalty: 5361.464355
	Iteration 29Q: 3 clusters Score -9277599 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -9277581.000000 Penalty: 5361.464355
	Iteration 30Q: 3 clusters Score -9277581 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -9277569.000000 Penalty: 5361.464355
	Iteration 31Q: 3 clusters Score -9277569 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -9277564.000000 Penalty: 5361.464355
	Iteration 32Q: 3 clusters Score -9277564 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -9277540.000000 Penalty: 5361.464355
	Iteration 33Q: 3 clusters Score -9277540 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -9277559.000000 Penalty: 5361.464355
	Iteration 34Q: 3 clusters Score -9277559 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -9277578.000000 Penalty: 5361.464355
	Iteration 35Q: 3 clusters Score -9277578 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -9277567.000000 Penalty: 5361.464355
	Iteration 36Q: 3 clusters Score -9277567 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -9277543.000000 Penalty: 5361.464355
	Iteration 37Q: 3 clusters Score -9277543 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -9277537.000000 Penalty: 5361.464355
	Iteration 38Q: 3 clusters Score -9277537 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -9277537.000000 Penalty: 5361.464355
	Iteration 39Q: 3 clusters Score -9277537 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -9277541.000000 Penalty: 5361.464355
	Iteration 40F: 3 clusters Score -9277541 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -9277521.000000 Penalty: 5361.464355
	Iteration 41Q: 3 clusters Score -9277521 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -9277540.000000 Penalty: 5361.464355
	Iteration 42Q: 3 clusters Score -9277540 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -9277543.000000 Penalty: 5361.464355
	Iteration 43Q: 3 clusters Score -9277543 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -9277541.000000 Penalty: 5361.464355
	Iteration 44Q: 3 clusters Score -9277541 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -9277537.000000 Penalty: 5361.464355
	Iteration 45Q: 3 clusters Score -9277537 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -9277528.000000 Penalty: 5361.464355
	Iteration 46Q: 3 clusters Score -9277528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -9277522.000000 Penalty: 5361.464355
	Iteration 47Q: 3 clusters Score -9277522 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -9277501.000000 Penalty: 5361.464355
	Iteration 48Q: 3 clusters Score -9277501 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -9277469.000000 Penalty: 5361.464355
	Iteration 49Q: 3 clusters Score -9277469 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -9277461.000000 Penalty: 5361.464355
	Iteration 50Q: 3 clusters Score -9277461 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -9277457.000000 Penalty: 5361.464355
	Iteration 51Q: 3 clusters Score -9277457 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31970 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -9277453.000000 Penalty: 5361.464355
	Iteration 52Q: 3 clusters Score -9277453 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9277441 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9277448 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9277462 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9277440 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9277453 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -9277436.000000 Penalty: 5361.464355
	Iteration 58Q: 3 clusters Score -9277436 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -9277432.000000 Penalty: 5361.464355
	Iteration 59Q: 3 clusters Score -9277432 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -9277400.000000 Penalty: 5361.464355
	Iteration 60F: 3 clusters Score -9277400 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -9277388.000000 Penalty: 5361.464355
	Iteration 61Q: 3 clusters Score -9277388 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -9277390.000000 Penalty: 5361.464355
	Iteration 62Q: 3 clusters Score -9277390 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -9277407.000000 Penalty: 5361.464355
	Iteration 63Q: 3 clusters Score -9277407 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -9277387.000000 Penalty: 5361.464355
	Iteration 64Q: 3 clusters Score -9277387 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -9277404.000000 Penalty: 5361.464355
	Iteration 65Q: 3 clusters Score -9277404 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -9277363.000000 Penalty: 5361.464355
	Iteration 66Q: 3 clusters Score -9277363 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -9277364.000000 Penalty: 5361.464355
	Iteration 67Q: 3 clusters Score -9277364 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -9277392.000000 Penalty: 5361.464355
	Iteration 68Q: 3 clusters Score -9277392 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -9277388.000000 Penalty: 5361.464355
	Iteration 69Q: 3 clusters Score -9277388 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -9277393.000000 Penalty: 5361.464355
	Iteration 70Q: 3 clusters Score -9277393 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9277388 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -9277379.000000 Penalty: 5361.464355
	Iteration 72Q: 3 clusters Score -9277379 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -9277394.000000 Penalty: 5361.464355
	Iteration 73Q: 3 clusters Score -9277394 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -9277382.000000 Penalty: 5361.464355
	Iteration 74Q: 3 clusters Score -9277382 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -9277380.000000 Penalty: 5361.464355
	Iteration 75Q: 3 clusters Score -9277380 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -9277360.000000 Penalty: 5361.464355
	Iteration 76Q: 3 clusters Score -9277360 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -9277401.000000 Penalty: 5361.464355
	Iteration 77Q: 3 clusters Score -9277401 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -9277370.000000 Penalty: 5361.464355
	Iteration 78Q: 3 clusters Score -9277370 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -9277374.000000 Penalty: 5361.464355
	Iteration 79Q: 3 clusters Score -9277374 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -9277387.000000 Penalty: 5361.464355
	Iteration 80F: 3 clusters Score -9277387 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -9277372.000000 Penalty: 5361.464355
	Iteration 81Q: 3 clusters Score -9277372 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -9277397.000000 Penalty: 5361.464355
	Iteration 82Q: 3 clusters Score -9277397 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -9277393.000000 Penalty: 5361.464355
	Iteration 83Q: 3 clusters Score -9277393 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -9277354.000000 Penalty: 5361.464355
	Iteration 84Q: 3 clusters Score -9277354 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9277354 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -9277356.000000 Penalty: 5361.464355
	Iteration 86Q: 3 clusters Score -9277356 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9277355 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -9277358.000000 Penalty: 5361.464355
	Iteration 88Q: 3 clusters Score -9277358 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -9277367.000000 Penalty: 5361.464355
	Iteration 89Q: 3 clusters Score -9277367 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -9277363.000000 Penalty: 5361.464355
	Iteration 90Q: 3 clusters Score -9277363 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9277387 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9277397 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -9277395.000000 Penalty: 5361.464355
	Iteration 93Q: 3 clusters Score -9277395 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -9277384.000000 Penalty: 5361.464355
	Iteration 94Q: 3 clusters Score -9277384 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -9277404.000000 Penalty: 5361.464355
	Iteration 95Q: 3 clusters Score -9277404 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -9277421.000000 Penalty: 5361.464355
	Iteration 96Q: 3 clusters Score -9277421 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -9277383.000000 Penalty: 5361.464355
	Iteration 97Q: 3 clusters Score -9277383 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9277372 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9277365 nChanged 171
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Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -9277374.000000 Penalty: 5361.464355
	Iteration 100F: 3 clusters Score -9277374 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9277394 nChanged 156
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Mstep: Class 1 contains 24946 members 
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Entering Unmasked Estep 
Score: -9277429.000000 Penalty: 5361.464355
	Iteration 102Q: 3 clusters Score -9277429 nChanged 192
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Mstep: Class 1 contains 24760 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9277429 nChanged 205
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Mstep: Class 1 contains 24565 members 
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Entering Unmasked Estep 
Score: -9277432.000000 Penalty: 5361.464355
	Iteration 104Q: 3 clusters Score -9277432 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9277430 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9277446 nChanged 271
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Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9277445 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9277474 nChanged 238
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Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9277484 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9277461 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -9277504.000000 Penalty: 5361.464355
	Iteration 111Q: 3 clusters Score -9277504 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -9277499.000000 Penalty: 5361.464355
	Iteration 112Q: 3 clusters Score -9277499 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -9277523.000000 Penalty: 5361.464355
	Iteration 113Q: 3 clusters Score -9277523 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -9277516.000000 Penalty: 5361.464355
	Iteration 114Q: 3 clusters Score -9277516 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -9277502.000000 Penalty: 5361.464355
	Iteration 115Q: 3 clusters Score -9277502 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -9277518.000000 Penalty: 5361.464355
	Iteration 116Q: 3 clusters Score -9277518 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -9277544.000000 Penalty: 5361.464355
	Iteration 117Q: 3 clusters Score -9277544 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -9277540.000000 Penalty: 5361.464355
	Iteration 118Q: 3 clusters Score -9277540 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -9277532.000000 Penalty: 5361.464355
	Iteration 119Q: 3 clusters Score -9277532 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -9277542.000000 Penalty: 5361.464355
	Iteration 120F: 3 clusters Score -9277542 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9277545 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9277568 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9277598 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -9277604.000000 Penalty: 5361.464355
	Iteration 124Q: 3 clusters Score -9277604 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9277640 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -9277658.000000 Penalty: 5361.464355
	Iteration 126Q: 3 clusters Score -9277658 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -9277694.000000 Penalty: 5361.464355
	Iteration 127Q: 3 clusters Score -9277694 nChanged 263
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Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -9277743.000000 Penalty: 5361.464355
	Iteration 128Q: 3 clusters Score -9277743 nChanged 282
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Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -9277780.000000 Penalty: 5361.464355
	Iteration 129Q: 3 clusters Score -9277780 nChanged 284
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Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -9277749.000000 Penalty: 5361.464355
	Iteration 130Q: 3 clusters Score -9277749 nChanged 294
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Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9277776 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -9277839.000000 Penalty: 5361.464355
	Iteration 132Q: 3 clusters Score -9277839 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9277875 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -9277901.000000 Penalty: 5361.464355
	Iteration 134Q: 3 clusters Score -9277901 nChanged 329
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Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -9277920.000000 Penalty: 5361.464355
	Iteration 135Q: 3 clusters Score -9277920 nChanged 313
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Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -9277931.000000 Penalty: 5361.464355
	Iteration 136Q: 3 clusters Score -9277931 nChanged 337
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Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9277948 nChanged 317
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Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9277981 nChanged 347
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Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9278015 nChanged 366
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Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9278053 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9278099 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -9278184.000000 Penalty: 5361.464355
	Iteration 142Q: 3 clusters Score -9278184 nChanged 476
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Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9278226 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 35661 members 
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Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 37157 members 
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Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 38114 members 
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	Iteration 149Q: 3 clusters Score -9278659 nChanged 517
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Mstep: Class 2 contains 38631 members 
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	Iteration 150Q: 3 clusters Score -9278733 nChanged 500
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Mstep: Class 2 contains 39131 members 
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Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9279035 nChanged 475
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Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9279108 nChanged 459
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Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7721 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9279373 nChanged 197
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Mstep: Class 1 contains 6821 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9279391 nChanged 182
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Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9279418 nChanged 200
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Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 43130 members 
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Mstep: Class 1 contains 6208 members 
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Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5917 members 
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Mstep: Class 1 contains 5783 members 
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	Iteration 168Q: 3 clusters Score -9279559 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5668 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9279531 nChanged 121
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Mstep: Class 1 contains 5563 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5346 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9279568 nChanged 140
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9279601 nChanged 129
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Mstep: Class 1 contains 5143 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9279587 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5040 members 
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	Iteration 175Q: 3 clusters Score -9279595 nChanged 117
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Mstep: Class 1 contains 4939 members 
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	Iteration 176Q: 3 clusters Score -9279601 nChanged 123
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9279626 nChanged 129
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9279636 nChanged 118
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9279647 nChanged 116
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9279623 nChanged 105
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9279699 nChanged 111
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9279751 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4038 members 
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	Iteration 186Q: 3 clusters Score -9279764 nChanged 109
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Mstep: Class 1 contains 3949 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9279804 nChanged 98
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9279815 nChanged 93
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Mstep: Class 1 contains 3786 members 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9279832 nChanged 98
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9279871 nChanged 80
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9279862 nChanged 92
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Mstep: Class 1 contains 3554 members 
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	Iteration 192Q: 3 clusters Score -9279865 nChanged 81
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9279870 nChanged 78
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	Iteration 194Q: 3 clusters Score -9279924 nChanged 87
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9279937 nChanged 98
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9279972 nChanged 74
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	Iteration 197Q: 3 clusters Score -9279966 nChanged 64
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	Iteration 198Q: 3 clusters Score -9279965 nChanged 63
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9279996 nChanged 72
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Mstep: Class 1 contains 3089 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9279996 nChanged 85
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Mstep: Class 1 contains 3036 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9280011 nChanged 94
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Mstep: Class 1 contains 2976 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9280031 nChanged 80
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9280044 nChanged 97
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Mstep: Class 1 contains 2851 members 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9280046 nChanged 91
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Mstep: Class 1 contains 2774 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9280073 nChanged 84
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9280040 nChanged 83
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Mstep: Class 1 contains 2629 members 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9280067 nChanged 74
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Mstep: Class 1 contains 2573 members 
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	Iteration 208Q: 3 clusters Score -9280066 nChanged 81
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Mstep: Class 1 contains 2500 members 
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9280085 nChanged 90
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9280082 nChanged 94
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9280066 nChanged 74
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9280090 nChanged 79
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9280099 nChanged 79
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9280084 nChanged 65
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9280059 nChanged 64
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9280087 nChanged 58
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	Iteration 217Q: 3 clusters Score -9280074 nChanged 55
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	Iteration 218Q: 3 clusters Score -9280074 nChanged 44
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	Iteration 219Q: 3 clusters Score -9280080 nChanged 41
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9280047 nChanged 36
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	Iteration 222Q: 3 clusters Score -9280023 nChanged 33
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	Iteration 223Q: 3 clusters Score -9280008 nChanged 31
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	Iteration 224Q: 3 clusters Score -9280015 nChanged 34
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	Iteration 225Q: 3 clusters Score -9280021 nChanged 32
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	Iteration 226Q: 3 clusters Score -9280015 nChanged 36
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	Iteration 228Q: 3 clusters Score -9280029 nChanged 47
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -9280043 nChanged 49
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	Iteration 230Q: 3 clusters Score -9280042 nChanged 50
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	Iteration 231Q: 3 clusters Score -9280047 nChanged 63
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -9280063 nChanged 39
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	Iteration 233Q: 3 clusters Score -9280081 nChanged 31
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	Iteration 234Q: 3 clusters Score -9280075 nChanged 41
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	Iteration 235Q: 3 clusters Score -9280077 nChanged 44
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	Iteration 236Q: 3 clusters Score -9280081 nChanged 33
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	Iteration 237Q: 3 clusters Score -9280094 nChanged 38
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Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -9280105.000000 Penalty: 5361.464355
	Iteration 238Q: 3 clusters Score -9280105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 48122 members 
Entering Unmasked Estep 
Score: -9280106.000000 Penalty: 5361.464355
	Iteration 239Q: 3 clusters Score -9280106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -9280109.000000 Penalty: 5361.464355
	Iteration 240F: 3 clusters Score -9280109 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -9280133.000000 Penalty: 5361.464355
	Iteration 241Q: 3 clusters Score -9280133 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -9280117.000000 Penalty: 5361.464355
	Iteration 242Q: 3 clusters Score -9280117 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -9280124.000000 Penalty: 5361.464355
	Iteration 243Q: 3 clusters Score -9280124 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -9280118.000000 Penalty: 5361.464355
	Iteration 244Q: 3 clusters Score -9280118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -9280120.000000 Penalty: 5361.464355
	Iteration 245Q: 3 clusters Score -9280120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -9280130.000000 Penalty: 5361.464355
	Iteration 246Q: 3 clusters Score -9280130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -9280127.000000 Penalty: 5361.464355
	Iteration 247Q: 3 clusters Score -9280127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -9280139.000000 Penalty: 5361.464355
	Iteration 248Q: 3 clusters Score -9280139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -9280115.000000 Penalty: 5361.464355
	Iteration 249Q: 3 clusters Score -9280115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 48462 members 
Entering Unmasked Estep 
Score: -9280118.000000 Penalty: 5361.464355
	Iteration 250Q: 3 clusters Score -9280118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -9280123.000000 Penalty: 5361.464355
	Iteration 251Q: 3 clusters Score -9280123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -9280128.000000 Penalty: 5361.464355
	Iteration 252Q: 3 clusters Score -9280128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -9280120.000000 Penalty: 5361.464355
	Iteration 253Q: 3 clusters Score -9280120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -9280160.000000 Penalty: 5361.464355
	Iteration 254Q: 3 clusters Score -9280160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -9280187.000000 Penalty: 5361.464355
	Iteration 255Q: 3 clusters Score -9280187 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -9280209.000000 Penalty: 5361.464355
	Iteration 256Q: 3 clusters Score -9280209 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -9280262.000000 Penalty: 5361.464355
	Iteration 257Q: 3 clusters Score -9280262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -9280282.000000 Penalty: 5361.464355
	Iteration 258Q: 3 clusters Score -9280282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -9280310.000000 Penalty: 5361.464355
	Iteration 259Q: 3 clusters Score -9280310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -9280330.000000 Penalty: 5361.464355
	Iteration 260F: 3 clusters Score -9280330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -9280373.000000 Penalty: 5361.464355
	Iteration 261Q: 3 clusters Score -9280373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -9280460.000000 Penalty: 5361.464355
	Iteration 262Q: 3 clusters Score -9280460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -9280543.000000 Penalty: 5361.464355
	Iteration 263Q: 3 clusters Score -9280543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -9280638.000000 Penalty: 5361.464355
	Iteration 264Q: 3 clusters Score -9280638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -9280724.000000 Penalty: 5361.464355
	Iteration 265Q: 3 clusters Score -9280724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -9280778.000000 Penalty: 5361.464355
	Iteration 266Q: 3 clusters Score -9280778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -9280896.000000 Penalty: 5361.464355
	Iteration 267Q: 3 clusters Score -9280896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -9281060.000000 Penalty: 5361.464355
	Iteration 268Q: 3 clusters Score -9281060 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -9281208.000000 Penalty: 5361.464355
	Iteration 269Q: 3 clusters Score -9281208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -9281328.000000 Penalty: 5361.464355
	Iteration 270Q: 3 clusters Score -9281328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -9281398.000000 Penalty: 5361.464355
	Iteration 271Q: 3 clusters Score -9281398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -9281445.000000 Penalty: 5361.464355
	Iteration 272Q: 3 clusters Score -9281445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -9281488.000000 Penalty: 5361.464355
	Iteration 273Q: 3 clusters Score -9281488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -9281524.000000 Penalty: 5361.464355
	Iteration 274Q: 3 clusters Score -9281524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -9281536.000000 Penalty: 5361.464355
	Iteration 275Q: 3 clusters Score -9281536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -9281544.000000 Penalty: 5361.464355
	Iteration 276Q: 3 clusters Score -9281544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -9281561.000000 Penalty: 5361.464355
	Iteration 277Q: 3 clusters Score -9281561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -9281571.000000 Penalty: 5361.464355
	Iteration 278Q: 3 clusters Score -9281571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -9281571.000000 Penalty: 5361.464355
	Iteration 279F: 3 clusters Score -9281571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 41358 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47239 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43151 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 45089 members 
Mstep: Class 9 contains 41953 members 
Mstep: Class 10 contains 45391 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44790 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40828 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43792 members 
Mstep: Class 17 contains 41772 members 
Mstep: Class 18 contains 38834 members 
Mstep: Class 19 contains 43653 members 
Mstep: Class 20 contains 33357 members 
Mstep: Class 21 contains 45228 members 
Mstep: Class 22 contains 280 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49204 members 
Entering Unmasked Estep 
Score: -126929048.000000 Penalty: 83433.343750
Splitting cluster 22 changes total score from -126927608.000000 to -126929048.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 23 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -44229.050781 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -44229.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42895.671875 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -42895.67 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43163.207031 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -43163.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43254.292969 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -43254.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43331.628906 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -43331.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43382.539062 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -43382.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43424.406250 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -43424.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43432.671875 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -43432.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43432.671875 Penalty: 2977.927979
	Iteration 7F: 3 clusters Score -43432.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -90312.640625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -90312.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88763.851562 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -88763.85 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -89274.156250 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -89274.16 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89553.304688 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -89553.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -89714.414062 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -89714.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -89838.234375 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -89838.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -89914.304688 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -89914.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -89947.296875 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -89947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -89964.664062 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -89964.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -89973.664062 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -89973.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -89985.414062 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -89985.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -89992.703125 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -89992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -90002.429688 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -90002.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -90018.250000 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -90018.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -90018.250000 Penalty: 3197.076904
	Iteration 13F: 3 clusters Score -90018.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 41358 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47239 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43151 members 
Mstep: Class 7 contains 320 members 
Mstep: Class 8 contains 45089 members 
Mstep: Class 9 contains 41953 members 
Mstep: Class 10 contains 45391 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44790 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40828 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43792 members 
Mstep: Class 17 contains 41772 members 
Mstep: Class 18 contains 38834 members 
Mstep: Class 19 contains 43653 members 
Mstep: Class 20 contains 33357 members 
Mstep: Class 21 contains 45228 members 
Mstep: Class 22 contains 280 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930248.000000 Penalty: 83433.343750
Iteration 279Q: 26 clusters Score -1.269302e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 41387 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47249 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43191 members 
Mstep: Class 7 contains 319 members 
Mstep: Class 8 contains 45093 members 
Mstep: Class 9 contains 41921 members 
Mstep: Class 10 contains 45395 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44784 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40835 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43744 members 
Mstep: Class 17 contains 41774 members 
Mstep: Class 18 contains 38841 members 
Mstep: Class 19 contains 43695 members 
Mstep: Class 20 contains 33353 members 
Mstep: Class 21 contains 45223 members 
Mstep: Class 22 contains 360 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930984.000000 Penalty: 83433.343750
Iteration 280F: 26 clusters Score -1.26931e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 41399 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47239 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43182 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45075 members 
Mstep: Class 9 contains 41868 members 
Mstep: Class 10 contains 45385 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44769 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40817 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43708 members 
Mstep: Class 17 contains 41774 members 
Mstep: Class 18 contains 38843 members 
Mstep: Class 19 contains 43705 members 
Mstep: Class 20 contains 33345 members 
Mstep: Class 21 contains 45214 members 
Mstep: Class 22 contains 390 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931312.000000 Penalty: 83433.343750
Iteration 281Q: 26 clusters Score -1.269313e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 41397 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47231 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43180 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45108 members 
Mstep: Class 9 contains 41814 members 
Mstep: Class 10 contains 45390 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44774 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40793 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43694 members 
Mstep: Class 17 contains 41767 members 
Mstep: Class 18 contains 38835 members 
Mstep: Class 19 contains 43725 members 
Mstep: Class 20 contains 33341 members 
Mstep: Class 21 contains 45199 members 
Mstep: Class 22 contains 395 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931496.000000 Penalty: 83433.343750
Iteration 282Q: 26 clusters Score -1.269315e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 41404 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47222 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43188 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45138 members 
Mstep: Class 9 contains 41751 members 
Mstep: Class 10 contains 45391 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44780 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40803 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43676 members 
Mstep: Class 17 contains 41766 members 
Mstep: Class 18 contains 38823 members 
Mstep: Class 19 contains 43711 members 
Mstep: Class 20 contains 33342 members 
Mstep: Class 21 contains 45198 members 
Mstep: Class 22 contains 384 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931424.000000 Penalty: 83433.343750
Iteration 283Q: 26 clusters Score -1.269314e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 41408 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47203 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43195 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45154 members 
Mstep: Class 9 contains 41723 members 
Mstep: Class 10 contains 45393 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44758 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40810 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43656 members 
Mstep: Class 17 contains 41767 members 
Mstep: Class 18 contains 38833 members 
Mstep: Class 19 contains 43710 members 
Mstep: Class 20 contains 33347 members 
Mstep: Class 21 contains 45196 members 
Mstep: Class 22 contains 380 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931536.000000 Penalty: 83433.343750
Iteration 284Q: 26 clusters Score -1.269315e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 41409 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47207 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43200 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45163 members 
Mstep: Class 9 contains 41721 members 
Mstep: Class 10 contains 45411 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44743 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40790 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43639 members 
Mstep: Class 17 contains 41758 members 
Mstep: Class 18 contains 38837 members 
Mstep: Class 19 contains 43714 members 
Mstep: Class 20 contains 33349 members 
Mstep: Class 21 contains 45194 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931392.000000 Penalty: 83433.343750
Iteration 285Q: 26 clusters Score -1.269314e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 41399 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47199 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43200 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45179 members 
Mstep: Class 9 contains 41737 members 
Mstep: Class 10 contains 45427 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44722 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40791 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43630 members 
Mstep: Class 17 contains 41770 members 
Mstep: Class 18 contains 38824 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 33344 members 
Mstep: Class 21 contains 45192 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931424.000000 Penalty: 83433.343750
Iteration 286Q: 26 clusters Score -1.269314e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 41383 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47202 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43187 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45179 members 
Mstep: Class 9 contains 41763 members 
Mstep: Class 10 contains 45420 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44718 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40794 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43616 members 
Mstep: Class 17 contains 41777 members 
Mstep: Class 18 contains 38825 members 
Mstep: Class 19 contains 43715 members 
Mstep: Class 20 contains 33340 members 
Mstep: Class 21 contains 45195 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931184.000000 Penalty: 83433.343750
Iteration 287Q: 26 clusters Score -1.269312e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 41385 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47203 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43184 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45185 members 
Mstep: Class 9 contains 41775 members 
Mstep: Class 10 contains 45418 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44698 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40811 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43605 members 
Mstep: Class 17 contains 41783 members 
Mstep: Class 18 contains 38815 members 
Mstep: Class 19 contains 43711 members 
Mstep: Class 20 contains 33341 members 
Mstep: Class 21 contains 45187 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931216.000000 Penalty: 83433.343750
Iteration 288Q: 26 clusters Score -1.269312e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 41377 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47206 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43168 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45195 members 
Mstep: Class 9 contains 41778 members 
Mstep: Class 10 contains 45416 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 44706 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40806 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43598 members 
Mstep: Class 17 contains 41770 members 
Mstep: Class 18 contains 38807 members 
Mstep: Class 19 contains 43730 members 
Mstep: Class 20 contains 33345 members 
Mstep: Class 21 contains 45182 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931200.000000 Penalty: 83433.343750
Iteration 289Q: 26 clusters Score -1.269312e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 41385 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47220 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43147 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45212 members 
Mstep: Class 9 contains 41777 members 
Mstep: Class 10 contains 45404 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44708 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40796 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43577 members 
Mstep: Class 17 contains 41765 members 
Mstep: Class 18 contains 38807 members 
Mstep: Class 19 contains 43722 members 
Mstep: Class 20 contains 33350 members 
Mstep: Class 21 contains 45180 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931168.000000 Penalty: 83433.343750
Iteration 290Q: 26 clusters Score -1.269312e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 41391 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47217 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43139 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45213 members 
Mstep: Class 9 contains 41770 members 
Mstep: Class 10 contains 45416 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44708 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40786 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43565 members 
Mstep: Class 17 contains 41769 members 
Mstep: Class 18 contains 38819 members 
Mstep: Class 19 contains 43722 members 
Mstep: Class 20 contains 33344 members 
Mstep: Class 21 contains 45179 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931040.000000 Penalty: 83433.343750
Iteration 291Q: 26 clusters Score -1.26931e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 41393 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47220 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43151 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45231 members 
Mstep: Class 9 contains 41771 members 
Mstep: Class 10 contains 45411 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44698 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40774 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43558 members 
Mstep: Class 17 contains 41773 members 
Mstep: Class 18 contains 38829 members 
Mstep: Class 19 contains 43720 members 
Mstep: Class 20 contains 33341 members 
Mstep: Class 21 contains 45173 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931104.000000 Penalty: 83433.343750
Iteration 292Q: 26 clusters Score -1.269311e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 41385 members 
Mstep: Class 3 contains 1058 members 
Mstep: Class 4 contains 47226 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43148 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45242 members 
Mstep: Class 9 contains 41766 members 
Mstep: Class 10 contains 45408 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44690 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40775 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43553 members 
Mstep: Class 17 contains 41780 members 
Mstep: Class 18 contains 38836 members 
Mstep: Class 19 contains 43727 members 
Mstep: Class 20 contains 33342 members 
Mstep: Class 21 contains 45158 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931272.000000 Penalty: 83433.343750
Iteration 293Q: 26 clusters Score -1.269313e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 41379 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47238 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43120 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45277 members 
Mstep: Class 9 contains 41755 members 
Mstep: Class 10 contains 45407 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44665 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40772 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43536 members 
Mstep: Class 17 contains 41798 members 
Mstep: Class 18 contains 38834 members 
Mstep: Class 19 contains 43737 members 
Mstep: Class 20 contains 33339 members 
Mstep: Class 21 contains 45159 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931368.000000 Penalty: 83433.343750
Iteration 294Q: 26 clusters Score -1.269314e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 41379 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47242 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43120 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45303 members 
Mstep: Class 9 contains 41749 members 
Mstep: Class 10 contains 45397 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44643 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40770 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43501 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 38833 members 
Mstep: Class 19 contains 43760 members 
Mstep: Class 20 contains 33336 members 
Mstep: Class 21 contains 45157 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931224.000000 Penalty: 83433.343750
Iteration 295Q: 26 clusters Score -1.269312e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 41371 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47234 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43126 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45323 members 
Mstep: Class 9 contains 41761 members 
Mstep: Class 10 contains 45395 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44626 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40767 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43495 members 
Mstep: Class 17 contains 41819 members 
Mstep: Class 18 contains 38836 members 
Mstep: Class 19 contains 43747 members 
Mstep: Class 20 contains 33332 members 
Mstep: Class 21 contains 45159 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931144.000000 Penalty: 83433.343750
Iteration 296Q: 26 clusters Score -1.269311e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 41343 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47234 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43130 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45339 members 
Mstep: Class 9 contains 41776 members 
Mstep: Class 10 contains 45396 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44629 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40768 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43491 members 
Mstep: Class 17 contains 41818 members 
Mstep: Class 18 contains 38837 members 
Mstep: Class 19 contains 43750 members 
Mstep: Class 20 contains 33332 members 
Mstep: Class 21 contains 45154 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931144.000000 Penalty: 83433.343750
Iteration 297Q: 26 clusters Score -1.269311e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 41331 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47235 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43118 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45343 members 
Mstep: Class 9 contains 41780 members 
Mstep: Class 10 contains 45404 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44636 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40750 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43484 members 
Mstep: Class 17 contains 41822 members 
Mstep: Class 18 contains 38847 members 
Mstep: Class 19 contains 43766 members 
Mstep: Class 20 contains 33324 members 
Mstep: Class 21 contains 45160 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931104.000000 Penalty: 83433.343750
Iteration 298Q: 26 clusters Score -1.269311e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 41319 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47221 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43134 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45330 members 
Mstep: Class 9 contains 41770 members 
Mstep: Class 10 contains 45389 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44639 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40760 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43471 members 
Mstep: Class 17 contains 41819 members 
Mstep: Class 18 contains 38853 members 
Mstep: Class 19 contains 43779 members 
Mstep: Class 20 contains 33323 members 
Mstep: Class 21 contains 45168 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931072.000000 Penalty: 83433.343750
Iteration 299Q: 26 clusters Score -1.269311e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 41323 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47220 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43172 members 
Mstep: Class 7 contains 317 members 
Mstep: Class 8 contains 45327 members 
Mstep: Class 9 contains 41749 members 
Mstep: Class 10 contains 45391 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44640 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40756 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43479 members 
Mstep: Class 17 contains 41832 members 
Mstep: Class 18 contains 38846 members 
Mstep: Class 19 contains 43762 members 
Mstep: Class 20 contains 33321 members 
Mstep: Class 21 contains 45169 members 
Mstep: Class 22 contains 378 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931008.000000 Penalty: 83433.343750
Iteration 300F: 26 clusters Score -1.26931e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 41324 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47214 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43168 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45345 members 
Mstep: Class 9 contains 41746 members 
Mstep: Class 10 contains 45405 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44641 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40743 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43491 members 
Mstep: Class 17 contains 41836 members 
Mstep: Class 18 contains 38826 members 
Mstep: Class 19 contains 43774 members 
Mstep: Class 20 contains 33313 members 
Mstep: Class 21 contains 45164 members 
Mstep: Class 22 contains 392 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931080.000000 Penalty: 83433.343750
Iteration 301Q: 26 clusters Score -1.269311e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 41326 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47227 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43164 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45343 members 
Mstep: Class 9 contains 41738 members 
Mstep: Class 10 contains 45404 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44651 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40737 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43504 members 
Mstep: Class 17 contains 41849 members 
Mstep: Class 18 contains 38807 members 
Mstep: Class 19 contains 43772 members 
Mstep: Class 20 contains 33316 members 
Mstep: Class 21 contains 45168 members 
Mstep: Class 22 contains 393 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931000.000000 Penalty: 83433.343750
Iteration 302Q: 26 clusters Score -1.26931e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 41330 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47227 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43169 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45357 members 
Mstep: Class 9 contains 41729 members 
Mstep: Class 10 contains 45411 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44662 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40736 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43508 members 
Mstep: Class 17 contains 41848 members 
Mstep: Class 18 contains 38801 members 
Mstep: Class 19 contains 43763 members 
Mstep: Class 20 contains 33317 members 
Mstep: Class 21 contains 45158 members 
Mstep: Class 22 contains 390 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930912.000000 Penalty: 83433.343750
Iteration 303Q: 26 clusters Score -1.269309e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 41345 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47216 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43158 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45374 members 
Mstep: Class 9 contains 41727 members 
Mstep: Class 10 contains 45415 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44670 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40730 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43514 members 
Mstep: Class 17 contains 41848 members 
Mstep: Class 18 contains 38804 members 
Mstep: Class 19 contains 43772 members 
Mstep: Class 20 contains 33317 members 
Mstep: Class 21 contains 45158 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930976.000000 Penalty: 83433.343750
Iteration 304Q: 26 clusters Score -1.26931e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 41343 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47224 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43145 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45391 members 
Mstep: Class 9 contains 41726 members 
Mstep: Class 10 contains 45422 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44675 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40728 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43516 members 
Mstep: Class 17 contains 41840 members 
Mstep: Class 18 contains 38801 members 
Mstep: Class 19 contains 43768 members 
Mstep: Class 20 contains 33320 members 
Mstep: Class 21 contains 45158 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930944.000000 Penalty: 83433.343750
Iteration 305Q: 26 clusters Score -1.269309e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 41346 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47229 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43155 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45394 members 
Mstep: Class 9 contains 41729 members 
Mstep: Class 10 contains 45421 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44665 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40736 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43515 members 
Mstep: Class 17 contains 41833 members 
Mstep: Class 18 contains 38802 members 
Mstep: Class 19 contains 43767 members 
Mstep: Class 20 contains 33327 members 
Mstep: Class 21 contains 45153 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930920.000000 Penalty: 83433.343750
Iteration 306Q: 26 clusters Score -1.269309e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 41356 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47234 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43153 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45388 members 
Mstep: Class 9 contains 41724 members 
Mstep: Class 10 contains 45425 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44664 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40743 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43503 members 
Mstep: Class 17 contains 41834 members 
Mstep: Class 18 contains 38809 members 
Mstep: Class 19 contains 43766 members 
Mstep: Class 20 contains 33328 members 
Mstep: Class 21 contains 45155 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931032.000000 Penalty: 83433.343750
Iteration 307Q: 26 clusters Score -1.26931e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 41375 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47238 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43131 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45380 members 
Mstep: Class 9 contains 41723 members 
Mstep: Class 10 contains 45425 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44663 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40727 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43497 members 
Mstep: Class 17 contains 41836 members 
Mstep: Class 18 contains 38809 members 
Mstep: Class 19 contains 43768 members 
Mstep: Class 20 contains 33331 members 
Mstep: Class 21 contains 45169 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931024.000000 Penalty: 83433.343750
Iteration 308Q: 26 clusters Score -1.26931e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 41386 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47251 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43100 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45385 members 
Mstep: Class 9 contains 41713 members 
Mstep: Class 10 contains 45417 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44673 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40726 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43494 members 
Mstep: Class 17 contains 41844 members 
Mstep: Class 18 contains 38809 members 
Mstep: Class 19 contains 43769 members 
Mstep: Class 20 contains 33334 members 
Mstep: Class 21 contains 45184 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930848.000000 Penalty: 83433.343750
Iteration 309Q: 26 clusters Score -1.269308e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 41391 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47257 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43080 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45381 members 
Mstep: Class 9 contains 41693 members 
Mstep: Class 10 contains 45412 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44686 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40712 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43486 members 
Mstep: Class 17 contains 41848 members 
Mstep: Class 18 contains 38826 members 
Mstep: Class 19 contains 43768 members 
Mstep: Class 20 contains 33335 members 
Mstep: Class 21 contains 45194 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930712.000000 Penalty: 83433.343750
Iteration 310Q: 26 clusters Score -1.269307e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 41395 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47260 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43058 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45380 members 
Mstep: Class 9 contains 41693 members 
Mstep: Class 10 contains 45408 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44704 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40719 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43490 members 
Mstep: Class 17 contains 41838 members 
Mstep: Class 18 contains 38827 members 
Mstep: Class 19 contains 43767 members 
Mstep: Class 20 contains 33339 members 
Mstep: Class 21 contains 45193 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930640.000000 Penalty: 83433.343750
Iteration 311Q: 26 clusters Score -1.269306e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 41401 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47250 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43035 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45364 members 
Mstep: Class 9 contains 41695 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44690 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40722 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43494 members 
Mstep: Class 17 contains 41830 members 
Mstep: Class 18 contains 38840 members 
Mstep: Class 19 contains 43772 members 
Mstep: Class 20 contains 33341 members 
Mstep: Class 21 contains 45215 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930720.000000 Penalty: 83433.343750
Iteration 312Q: 26 clusters Score -1.269307e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 41408 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47245 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43033 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45344 members 
Mstep: Class 9 contains 41700 members 
Mstep: Class 10 contains 45404 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44697 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40729 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43466 members 
Mstep: Class 17 contains 41823 members 
Mstep: Class 18 contains 38860 members 
Mstep: Class 19 contains 43775 members 
Mstep: Class 20 contains 33342 members 
Mstep: Class 21 contains 45219 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930848.000000 Penalty: 83433.343750
Iteration 313Q: 26 clusters Score -1.269308e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 41408 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47241 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43030 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45311 members 
Mstep: Class 9 contains 41715 members 
Mstep: Class 10 contains 45397 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44714 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40740 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43441 members 
Mstep: Class 17 contains 41823 members 
Mstep: Class 18 contains 38872 members 
Mstep: Class 19 contains 43759 members 
Mstep: Class 20 contains 33341 members 
Mstep: Class 21 contains 45226 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930840.000000 Penalty: 83433.343750
Iteration 314Q: 26 clusters Score -1.269308e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 41403 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47248 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43020 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45298 members 
Mstep: Class 9 contains 41733 members 
Mstep: Class 10 contains 45397 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44725 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40742 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43434 members 
Mstep: Class 17 contains 41813 members 
Mstep: Class 18 contains 38882 members 
Mstep: Class 19 contains 43738 members 
Mstep: Class 20 contains 33346 members 
Mstep: Class 21 contains 45240 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930696.000000 Penalty: 83433.343750
Iteration 315Q: 26 clusters Score -1.269307e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 41412 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47250 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43007 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45282 members 
Mstep: Class 9 contains 41753 members 
Mstep: Class 10 contains 45404 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44747 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40737 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43440 members 
Mstep: Class 17 contains 41798 members 
Mstep: Class 18 contains 38883 members 
Mstep: Class 19 contains 43723 members 
Mstep: Class 20 contains 33352 members 
Mstep: Class 21 contains 45254 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930944.000000 Penalty: 83433.343750
Iteration 316Q: 26 clusters Score -1.269309e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 41414 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47248 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43003 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45269 members 
Mstep: Class 9 contains 41777 members 
Mstep: Class 10 contains 45395 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44741 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40738 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43454 members 
Mstep: Class 17 contains 41797 members 
Mstep: Class 18 contains 38880 members 
Mstep: Class 19 contains 43718 members 
Mstep: Class 20 contains 33349 members 
Mstep: Class 21 contains 45257 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930800.000000 Penalty: 83433.343750
Iteration 317Q: 26 clusters Score -1.269308e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 41418 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47235 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42988 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45246 members 
Mstep: Class 9 contains 41794 members 
Mstep: Class 10 contains 45375 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44745 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40741 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43448 members 
Mstep: Class 17 contains 41814 members 
Mstep: Class 18 contains 38886 members 
Mstep: Class 19 contains 43732 members 
Mstep: Class 20 contains 33349 members 
Mstep: Class 21 contains 45264 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930880.000000 Penalty: 83433.343750
Iteration 318Q: 26 clusters Score -1.269309e+08 nChanged 651
Entering ConstructFrom: 
Score: -126930880.000000 Penalty: 83433.343750
Entering ConstructFrom: 
Trying to split cluster 1 (46081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Entering Unmasked Estep 
Score: -8563235.000000 Penalty: 2663.062744
	Iteration 0F: 2 clusters Score -8563235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -8533328.000000 Penalty: 5326.125488
	Iteration 0F: 3 clusters Score -8533328 nChanged 21183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -8545126.000000 Penalty: 5326.125488
	Iteration 1F: 3 clusters Score -8545126 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -8545731.000000 Penalty: 5326.125488
	Iteration 2Q: 3 clusters Score -8545731 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -8546330.000000 Penalty: 5326.125488
	Iteration 3Q: 3 clusters Score -8546330 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -8547145.000000 Penalty: 5326.125488
	Iteration 4Q: 3 clusters Score -8547145 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -8548274.000000 Penalty: 5326.125488
	Iteration 5F: 3 clusters Score -8548274 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -8549903.000000 Penalty: 5326.125488
	Iteration 6F: 3 clusters Score -8549903 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -8552177.000000 Penalty: 5326.125488
	Iteration 7F: 3 clusters Score -8552177 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -8554840.000000 Penalty: 5326.125488
	Iteration 8F: 3 clusters Score -8554840 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -8557164.000000 Penalty: 5326.125488
	Iteration 9F: 3 clusters Score -8557164 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -8558778.000000 Penalty: 5326.125488
	Iteration 10Q: 3 clusters Score -8558778 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -8559858.000000 Penalty: 5326.125488
	Iteration 11Q: 3 clusters Score -8559858 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -8560467.000000 Penalty: 5326.125488
	Iteration 12Q: 3 clusters Score -8560467 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -8560818.000000 Penalty: 5326.125488
	Iteration 13Q: 3 clusters Score -8560818 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -8560957.000000 Penalty: 5326.125488
	Iteration 14Q: 3 clusters Score -8560957 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -8561053.000000 Penalty: 5326.125488
	Iteration 15Q: 3 clusters Score -8561053 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -8561128.000000 Penalty: 5326.125488
	Iteration 16Q: 3 clusters Score -8561128 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -8561163.000000 Penalty: 5326.125488
	Iteration 17Q: 3 clusters Score -8561163 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8561158.000000 Penalty: 5326.125488
	Iteration 18Q: 3 clusters Score -8561158 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -8561177.000000 Penalty: 5326.125488
	Iteration 19Q: 3 clusters Score -8561177 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -8561163.000000 Penalty: 5326.125488
	Iteration 20F: 3 clusters Score -8561163 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -8561173.000000 Penalty: 5326.125488
	Iteration 21Q: 3 clusters Score -8561173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -8561185.000000 Penalty: 5326.125488
	Iteration 22Q: 3 clusters Score -8561185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -8561181.000000 Penalty: 5326.125488
	Iteration 23Q: 3 clusters Score -8561181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -8561181.000000 Penalty: 5326.125488
	Iteration 24Q: 3 clusters Score -8561181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -8561191.000000 Penalty: 5326.125488
	Iteration 25Q: 3 clusters Score -8561191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -8561193.000000 Penalty: 5326.125488
	Iteration 26Q: 3 clusters Score -8561193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -8561190.000000 Penalty: 5326.125488
	Iteration 27Q: 3 clusters Score -8561190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -8561187.000000 Penalty: 5326.125488
	Iteration 28Q: 3 clusters Score -8561187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -8561198.000000 Penalty: 5326.125488
	Iteration 29Q: 3 clusters Score -8561198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -8561204.000000 Penalty: 5326.125488
	Iteration 30Q: 3 clusters Score -8561204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -8561202.000000 Penalty: 5326.125488
	Iteration 31Q: 3 clusters Score -8561202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -8561202.000000 Penalty: 5326.125488
	Iteration 32Q: 3 clusters Score -8561202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -8561199.000000 Penalty: 5326.125488
	Iteration 33Q: 3 clusters Score -8561199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -8561204.000000 Penalty: 5326.125488
	Iteration 34Q: 3 clusters Score -8561204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -8561204.000000 Penalty: 5326.125488
	Iteration 35F: 3 clusters Score -8561204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Entering Unmasked Estep 
Score: -7651031.000000 Penalty: 2636.628662
	Iteration 0F: 2 clusters Score -7651031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -7623137.500000 Penalty: 5273.257324
	Iteration 0F: 3 clusters Score -7623138 nChanged 18944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -7633394.000000 Penalty: 5273.257324
	Iteration 1F: 3 clusters Score -7633394 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -7634087.000000 Penalty: 5273.257324
	Iteration 2Q: 3 clusters Score -7634087 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -7635038.000000 Penalty: 5273.257324
	Iteration 3Q: 3 clusters Score -7635038 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -7636378.000000 Penalty: 5273.257324
	Iteration 4Q: 3 clusters Score -7636378 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -7637893.500000 Penalty: 5273.257324
	Iteration 5F: 3 clusters Score -7637894 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -7639371.500000 Penalty: 5273.257324
	Iteration 6F: 3 clusters Score -7639372 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -7640680.500000 Penalty: 5273.257324
	Iteration 7F: 3 clusters Score -7640680 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -7641840.500000 Penalty: 5273.257324
	Iteration 8Q: 3 clusters Score -7641840 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -7642858.000000 Penalty: 5273.257324
	Iteration 9Q: 3 clusters Score -7642858 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -7643642.500000 Penalty: 5273.257324
	Iteration 10Q: 3 clusters Score -7643642 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -7644264.500000 Penalty: 5273.257324
	Iteration 11Q: 3 clusters Score -7644264 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -7644735.000000 Penalty: 5273.257324
	Iteration 12Q: 3 clusters Score -7644735 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -7645134.500000 Penalty: 5273.257324
	Iteration 13Q: 3 clusters Score -7645134 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -7645522.500000 Penalty: 5273.257324
	Iteration 14Q: 3 clusters Score -7645522 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -7645878.000000 Penalty: 5273.257324
	Iteration 15Q: 3 clusters Score -7645878 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -7646195.000000 Penalty: 5273.257324
	Iteration 16Q: 3 clusters Score -7646195 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -7646561.000000 Penalty: 5273.257324
	Iteration 17Q: 3 clusters Score -7646561 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -7646883.500000 Penalty: 5273.257324
	Iteration 18Q: 3 clusters Score -7646884 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -7647183.000000 Penalty: 5273.257324
	Iteration 19Q: 3 clusters Score -7647183 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -7647489.500000 Penalty: 5273.257324
	Iteration 20F: 3 clusters Score -7647490 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -7647724.000000 Penalty: 5273.257324
	Iteration 21Q: 3 clusters Score -7647724 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -7647925.500000 Penalty: 5273.257324
	Iteration 22Q: 3 clusters Score -7647926 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -7648100.000000 Penalty: 5273.257324
	Iteration 23Q: 3 clusters Score -7648100 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -7648239.500000 Penalty: 5273.257324
	Iteration 24Q: 3 clusters Score -7648240 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -7648354.500000 Penalty: 5273.257324
	Iteration 25Q: 3 clusters Score -7648354 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -7648423.500000 Penalty: 5273.257324
	Iteration 26Q: 3 clusters Score -7648424 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -7648503.000000 Penalty: 5273.257324
	Iteration 27Q: 3 clusters Score -7648503 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -7648563.500000 Penalty: 5273.257324
	Iteration 28Q: 3 clusters Score -7648564 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -7648609.000000 Penalty: 5273.257324
	Iteration 29Q: 3 clusters Score -7648609 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -7648646.000000 Penalty: 5273.257324
	Iteration 30Q: 3 clusters Score -7648646 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -7648699.500000 Penalty: 5273.257324
	Iteration 31Q: 3 clusters Score -7648700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -7648734.500000 Penalty: 5273.257324
	Iteration 32Q: 3 clusters Score -7648734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -7648765.000000 Penalty: 5273.257324
	Iteration 33Q: 3 clusters Score -7648765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -7648776.000000 Penalty: 5273.257324
	Iteration 34Q: 3 clusters Score -7648776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -7648793.500000 Penalty: 5273.257324
	Iteration 35Q: 3 clusters Score -7648794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -7648808.000000 Penalty: 5273.257324
	Iteration 36Q: 3 clusters Score -7648808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -7648809.500000 Penalty: 5273.257324
	Iteration 37Q: 3 clusters Score -7648810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -7648821.500000 Penalty: 5273.257324
	Iteration 38Q: 3 clusters Score -7648822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -7648842.500000 Penalty: 5273.257324
	Iteration 39Q: 3 clusters Score -7648842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -7648865.500000 Penalty: 5273.257324
	Iteration 40F: 3 clusters Score -7648866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7648871.000000 Penalty: 5273.257324
	Iteration 41Q: 3 clusters Score -7648871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -7648874.000000 Penalty: 5273.257324
	Iteration 42Q: 3 clusters Score -7648874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -7648885.000000 Penalty: 5273.257324
	Iteration 43Q: 3 clusters Score -7648885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -7648885.000000 Penalty: 5273.257324
	Iteration 44Q: 3 clusters Score -7648885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -7648893.000000 Penalty: 5273.257324
	Iteration 45Q: 3 clusters Score -7648893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -7648891.500000 Penalty: 5273.257324
	Iteration 46Q: 3 clusters Score -7648892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -7648894.000000 Penalty: 5273.257324
	Iteration 47Q: 3 clusters Score -7648894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -7648891.000000 Penalty: 5273.257324
	Iteration 48Q: 3 clusters Score -7648891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -7648886.000000 Penalty: 5273.257324
	Iteration 49Q: 3 clusters Score -7648886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -7648887.000000 Penalty: 5273.257324
	Iteration 50Q: 3 clusters Score -7648887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -7648894.000000 Penalty: 5273.257324
	Iteration 51Q: 3 clusters Score -7648894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -7648895.500000 Penalty: 5273.257324
	Iteration 52Q: 3 clusters Score -7648896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -7648899.000000 Penalty: 5273.257324
	Iteration 53Q: 3 clusters Score -7648899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -7648899.000000 Penalty: 5273.257324
	Iteration 54F: 3 clusters Score -7648899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -165584.421875 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -165584.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -163701.250000 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -163701.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -164106.234375 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -164106.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -164282.218750 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -164282.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -164402.046875 Penalty: 3454.679688
	Iteration 3F: 3 clusters Score -164402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -164475.468750 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -164475.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -164533.640625 Penalty: 3454.679688
	Iteration 5Q: 3 clusters Score -164533.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -164583.750000 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -164583.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -164626.531250 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -164626.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -164661.703125 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -164661.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -164687.265625 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -164687.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -164700.796875 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -164700.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -164711.750000 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -164711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -164718.437500 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -164718.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -164725.281250 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -164725.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -164735.453125 Penalty: 3454.679688
	Iteration 14Q: 3 clusters Score -164735.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -164764.703125 Penalty: 3454.679688
	Iteration 15Q: 3 clusters Score -164764.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -164781.453125 Penalty: 3454.679688
	Iteration 16Q: 3 clusters Score -164781.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -164785.609375 Penalty: 3454.679688
	Iteration 17Q: 3 clusters Score -164785.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -164795.671875 Penalty: 3454.679688
	Iteration 18Q: 3 clusters Score -164795.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -164808.515625 Penalty: 3454.679688
	Iteration 19Q: 3 clusters Score -164808.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -164812.796875 Penalty: 3454.679688
	Iteration 20F: 3 clusters Score -164812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -164817.812500 Penalty: 3454.679688
	Iteration 21Q: 3 clusters Score -164817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -164819.531250 Penalty: 3454.679688
	Iteration 22Q: 3 clusters Score -164819.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -164819.531250 Penalty: 3454.679688
	Iteration 23F: 3 clusters Score -164819.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47228 members 
Entering Unmasked Estep 
Score: -8748167.000000 Penalty: 2669.159912
	Iteration 0F: 2 clusters Score -8748167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -8718835.000000 Penalty: 5338.319824
	Iteration 0F: 3 clusters Score -8718835 nChanged 21760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -8730768.000000 Penalty: 5338.319824
	Iteration 1F: 3 clusters Score -8730768 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -8731307.000000 Penalty: 5338.319824
	Iteration 2Q: 3 clusters Score -8731307 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -8731663.000000 Penalty: 5338.319824
	Iteration 3Q: 3 clusters Score -8731663 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -8732040.000000 Penalty: 5338.319824
	Iteration 4Q: 3 clusters Score -8732040 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -8732407.000000 Penalty: 5338.319824
	Iteration 5Q: 3 clusters Score -8732407 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -8732948.000000 Penalty: 5338.319824
	Iteration 6Q: 3 clusters Score -8732948 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -8733763.000000 Penalty: 5338.319824
	Iteration 7Q: 3 clusters Score -8733763 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -8734875.000000 Penalty: 5338.319824
	Iteration 8Q: 3 clusters Score -8734875 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -8736785.000000 Penalty: 5338.319824
	Iteration 9F: 3 clusters Score -8736785 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -8739383.000000 Penalty: 5338.319824
	Iteration 10F: 3 clusters Score -8739383 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -8742007.000000 Penalty: 5338.319824
	Iteration 11F: 3 clusters Score -8742007 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -8744164.000000 Penalty: 5338.319824
	Iteration 12F: 3 clusters Score -8744164 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -8745079.000000 Penalty: 5338.319824
	Iteration 13Q: 3 clusters Score -8745079 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -8745571.000000 Penalty: 5338.319824
	Iteration 14Q: 3 clusters Score -8745571 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -8745769.000000 Penalty: 5338.319824
	Iteration 15Q: 3 clusters Score -8745769 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -8745882.000000 Penalty: 5338.319824
	Iteration 16Q: 3 clusters Score -8745882 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -8745972.000000 Penalty: 5338.319824
	Iteration 17Q: 3 clusters Score -8745972 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -8746040.000000 Penalty: 5338.319824
	Iteration 18Q: 3 clusters Score -8746040 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -8746059.000000 Penalty: 5338.319824
	Iteration 19Q: 3 clusters Score -8746059 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -8746086.000000 Penalty: 5338.319824
	Iteration 20F: 3 clusters Score -8746086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -8746091.000000 Penalty: 5338.319824
	Iteration 21Q: 3 clusters Score -8746091 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -8746100.000000 Penalty: 5338.319824
	Iteration 22Q: 3 clusters Score -8746100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -8746113.000000 Penalty: 5338.319824
	Iteration 23Q: 3 clusters Score -8746113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -8746125.000000 Penalty: 5338.319824
	Iteration 24Q: 3 clusters Score -8746125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -8746140.000000 Penalty: 5338.319824
	Iteration 25Q: 3 clusters Score -8746140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -8746142.000000 Penalty: 5338.319824
	Iteration 26Q: 3 clusters Score -8746142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -8746139.000000 Penalty: 5338.319824
	Iteration 27Q: 3 clusters Score -8746139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -8746151.000000 Penalty: 5338.319824
	Iteration 28Q: 3 clusters Score -8746151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -8746155.000000 Penalty: 5338.319824
	Iteration 29Q: 3 clusters Score -8746155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -8746152.000000 Penalty: 5338.319824
	Iteration 30Q: 3 clusters Score -8746152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -8746152.000000 Penalty: 5338.319824
	Iteration 31F: 3 clusters Score -8746152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -447710.343750 Penalty: 1951.516846
	Iteration 0F: 2 clusters Score -447710.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -444668.593750 Penalty: 3903.033691
	Iteration 0F: 3 clusters Score -444668.6 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -445337.437500 Penalty: 3903.033691
	Iteration 1F: 3 clusters Score -445337.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -445756.093750 Penalty: 3903.033691
	Iteration 2F: 3 clusters Score -445756.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -446175.437500 Penalty: 3903.033691
	Iteration 3F: 3 clusters Score -446175.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -446531.031250 Penalty: 3903.033691
	Iteration 4F: 3 clusters Score -446531 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -446806.906250 Penalty: 3903.033691
	Iteration 5F: 3 clusters Score -446806.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -446998.250000 Penalty: 3903.033691
	Iteration 6F: 3 clusters Score -446998.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -447099.437500 Penalty: 3903.033691
	Iteration 7Q: 3 clusters Score -447099.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -447160.781250 Penalty: 3903.033691
	Iteration 8Q: 3 clusters Score -447160.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -447200.875000 Penalty: 3903.033691
	Iteration 9Q: 3 clusters Score -447200.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -447224.968750 Penalty: 3903.033691
	Iteration 10Q: 3 clusters Score -447225 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -447241.312500 Penalty: 3903.033691
	Iteration 11Q: 3 clusters Score -447241.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -447249.500000 Penalty: 3903.033691
	Iteration 12Q: 3 clusters Score -447249.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -447253.593750 Penalty: 3903.033691
	Iteration 13Q: 3 clusters Score -447253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -447254.750000 Penalty: 3903.033691
	Iteration 14Q: 3 clusters Score -447254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -447255.062500 Penalty: 3903.033691
	Iteration 15Q: 3 clusters Score -447255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -447256.250000 Penalty: 3903.033691
	Iteration 16Q: 3 clusters Score -447256.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -447256.250000 Penalty: 3903.033691
	Iteration 17F: 3 clusters Score -447256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Entering Unmasked Estep 
Score: -7972203.000000 Penalty: 2645.750977
	Iteration 0F: 2 clusters Score -7972203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -7944010.000000 Penalty: 5291.501953
	Iteration 0F: 3 clusters Score -7944010 nChanged 19751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -7954577.000000 Penalty: 5291.501953
	Iteration 1F: 3 clusters Score -7954577 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -7955072.500000 Penalty: 5291.501953
	Iteration 2Q: 3 clusters Score -7955072 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -7955442.500000 Penalty: 5291.501953
	Iteration 3Q: 3 clusters Score -7955442 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -7955840.000000 Penalty: 5291.501953
	Iteration 4Q: 3 clusters Score -7955840 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -7956162.000000 Penalty: 5291.501953
	Iteration 5Q: 3 clusters Score -7956162 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -7956514.000000 Penalty: 5291.501953
	Iteration 6Q: 3 clusters Score -7956514 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -7956915.500000 Penalty: 5291.501953
	Iteration 7Q: 3 clusters Score -7956916 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -7957382.000000 Penalty: 5291.501953
	Iteration 8Q: 3 clusters Score -7957382 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -7958009.500000 Penalty: 5291.501953
	Iteration 9Q: 3 clusters Score -7958010 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -7959091.500000 Penalty: 5291.501953
	Iteration 10Q: 3 clusters Score -7959092 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -7960685.500000 Penalty: 5291.501953
	Iteration 11F: 3 clusters Score -7960686 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -7962755.500000 Penalty: 5291.501953
	Iteration 12F: 3 clusters Score -7962756 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -7964837.500000 Penalty: 5291.501953
	Iteration 13F: 3 clusters Score -7964838 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -7966800.500000 Penalty: 5291.501953
	Iteration 14F: 3 clusters Score -7966800 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -7968109.500000 Penalty: 5291.501953
	Iteration 15Q: 3 clusters Score -7968110 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -7968977.500000 Penalty: 5291.501953
	Iteration 16Q: 3 clusters Score -7968978 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -7969411.500000 Penalty: 5291.501953
	Iteration 17Q: 3 clusters Score -7969412 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -7969691.500000 Penalty: 5291.501953
	Iteration 18Q: 3 clusters Score -7969692 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -7969843.000000 Penalty: 5291.501953
	Iteration 19Q: 3 clusters Score -7969843 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -7969957.500000 Penalty: 5291.501953
	Iteration 20F: 3 clusters Score -7969958 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -7970039.000000 Penalty: 5291.501953
	Iteration 21Q: 3 clusters Score -7970039 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -7970094.500000 Penalty: 5291.501953
	Iteration 22Q: 3 clusters Score -7970094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -7970128.000000 Penalty: 5291.501953
	Iteration 23Q: 3 clusters Score -7970128 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -7970152.500000 Penalty: 5291.501953
	Iteration 24Q: 3 clusters Score -7970152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -7970171.500000 Penalty: 5291.501953
	Iteration 25Q: 3 clusters Score -7970172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -7970174.500000 Penalty: 5291.501953
	Iteration 26Q: 3 clusters Score -7970174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -7970179.000000 Penalty: 5291.501953
	Iteration 27Q: 3 clusters Score -7970179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -7970195.000000 Penalty: 5291.501953
	Iteration 28Q: 3 clusters Score -7970195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -7970196.500000 Penalty: 5291.501953
	Iteration 29Q: 3 clusters Score -7970196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -7970192.500000 Penalty: 5291.501953
	Iteration 30Q: 3 clusters Score -7970192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -7970203.000000 Penalty: 5291.501953
	Iteration 31Q: 3 clusters Score -7970203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -7970204.500000 Penalty: 5291.501953
	Iteration 32Q: 3 clusters Score -7970204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -7970206.000000 Penalty: 5291.501953
	Iteration 33Q: 3 clusters Score -7970206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -7970206.500000 Penalty: 5291.501953
	Iteration 34Q: 3 clusters Score -7970206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -7970209.500000 Penalty: 5291.501953
	Iteration 35Q: 3 clusters Score -7970210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -7970209.500000 Penalty: 5291.501953
	Iteration 36F: 3 clusters Score -7970210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -53046.953125 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -53046.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51840.613281 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -51840.61 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -52152.019531 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -52152.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -52315.339844 Penalty: 2854.848145
	Iteration 2F: 3 clusters Score -52315.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52437.179688 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -52437.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -52487.726562 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -52487.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52491.832031 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -52491.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52491.832031 Penalty: 2854.848145
	Iteration 6F: 3 clusters Score -52491.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Entering Unmasked Estep 
Score: -8395392.000000 Penalty: 2658.406982
	Iteration 0F: 2 clusters Score -8395392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -8365988.000000 Penalty: 5316.813965
	Iteration 0F: 3 clusters Score -8365988 nChanged 20775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -8377463.000000 Penalty: 5316.813965
	Iteration 1F: 3 clusters Score -8377463 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -8378061.500000 Penalty: 5316.813965
	Iteration 2Q: 3 clusters Score -8378062 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -8378787.500000 Penalty: 5316.813965
	Iteration 3Q: 3 clusters Score -8378788 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -8379644.500000 Penalty: 5316.813965
	Iteration 4Q: 3 clusters Score -8379644 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -8380669.500000 Penalty: 5316.813965
	Iteration 5Q: 3 clusters Score -8380670 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -8382014.500000 Penalty: 5316.813965
	Iteration 6F: 3 clusters Score -8382014 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -8383851.500000 Penalty: 5316.813965
	Iteration 7F: 3 clusters Score -8383852 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -8385903.000000 Penalty: 5316.813965
	Iteration 8F: 3 clusters Score -8385903 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -8387371.000000 Penalty: 5316.813965
	Iteration 9F: 3 clusters Score -8387371 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -8388052.500000 Penalty: 5316.813965
	Iteration 10Q: 3 clusters Score -8388052 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -8388356.000000 Penalty: 5316.813965
	Iteration 11Q: 3 clusters Score -8388356 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -8388542.000000 Penalty: 5316.813965
	Iteration 12Q: 3 clusters Score -8388542 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -8388682.000000 Penalty: 5316.813965
	Iteration 13Q: 3 clusters Score -8388682 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -8388774.000000 Penalty: 5316.813965
	Iteration 14Q: 3 clusters Score -8388774 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -8388899.000000 Penalty: 5316.813965
	Iteration 15Q: 3 clusters Score -8388899 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -8389054.000000 Penalty: 5316.813965
	Iteration 16Q: 3 clusters Score -8389054 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -8389181.000000 Penalty: 5316.813965
	Iteration 17Q: 3 clusters Score -8389181 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -8389338.000000 Penalty: 5316.813965
	Iteration 18Q: 3 clusters Score -8389338 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -8389483.000000 Penalty: 5316.813965
	Iteration 19Q: 3 clusters Score -8389483 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -8389661.000000 Penalty: 5316.813965
	Iteration 20F: 3 clusters Score -8389661 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -8389830.000000 Penalty: 5316.813965
	Iteration 21Q: 3 clusters Score -8389830 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -8389981.000000 Penalty: 5316.813965
	Iteration 22Q: 3 clusters Score -8389981 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -8390104.000000 Penalty: 5316.813965
	Iteration 23Q: 3 clusters Score -8390104 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -8390237.000000 Penalty: 5316.813965
	Iteration 24Q: 3 clusters Score -8390237 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -8390379.000000 Penalty: 5316.813965
	Iteration 25Q: 3 clusters Score -8390379 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -8390475.000000 Penalty: 5316.813965
	Iteration 26Q: 3 clusters Score -8390475 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -8390527.000000 Penalty: 5316.813965
	Iteration 27Q: 3 clusters Score -8390527 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -8390575.000000 Penalty: 5316.813965
	Iteration 28Q: 3 clusters Score -8390575 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -8390607.000000 Penalty: 5316.813965
	Iteration 29Q: 3 clusters Score -8390607 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -8390639.000000 Penalty: 5316.813965
	Iteration 30Q: 3 clusters Score -8390639 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -8390658.000000 Penalty: 5316.813965
	Iteration 31Q: 3 clusters Score -8390658 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -8390678.000000 Penalty: 5316.813965
	Iteration 32Q: 3 clusters Score -8390678 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -8390719.000000 Penalty: 5316.813965
	Iteration 33Q: 3 clusters Score -8390719 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -8390712.000000 Penalty: 5316.813965
	Iteration 34Q: 3 clusters Score -8390712 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -8390727.000000 Penalty: 5316.813965
	Iteration 35Q: 3 clusters Score -8390727 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -8390732.000000 Penalty: 5316.813965
	Iteration 36Q: 3 clusters Score -8390732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -8390755.000000 Penalty: 5316.813965
	Iteration 37Q: 3 clusters Score -8390755 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -8390792.000000 Penalty: 5316.813965
	Iteration 38Q: 3 clusters Score -8390792 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -8390814.000000 Penalty: 5316.813965
	Iteration 39Q: 3 clusters Score -8390814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -8390810.000000 Penalty: 5316.813965
	Iteration 40F: 3 clusters Score -8390810 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -8390838.000000 Penalty: 5316.813965
	Iteration 41Q: 3 clusters Score -8390838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -8390842.000000 Penalty: 5316.813965
	Iteration 42Q: 3 clusters Score -8390842 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -8390823.000000 Penalty: 5316.813965
	Iteration 43Q: 3 clusters Score -8390823 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -8390828.000000 Penalty: 5316.813965
	Iteration 44Q: 3 clusters Score -8390828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -8390826.000000 Penalty: 5316.813965
	Iteration 45Q: 3 clusters Score -8390826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -8390823.000000 Penalty: 5316.813965
	Iteration 46Q: 3 clusters Score -8390823 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -8390815.000000 Penalty: 5316.813965
	Iteration 47Q: 3 clusters Score -8390815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -8390828.000000 Penalty: 5316.813965
	Iteration 48Q: 3 clusters Score -8390828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -8390822.000000 Penalty: 5316.813965
	Iteration 49Q: 3 clusters Score -8390822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -8390833.000000 Penalty: 5316.813965
	Iteration 50Q: 3 clusters Score -8390833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -8390830.000000 Penalty: 5316.813965
	Iteration 51Q: 3 clusters Score -8390830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -8390841.000000 Penalty: 5316.813965
	Iteration 52Q: 3 clusters Score -8390841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -8390829.000000 Penalty: 5316.813965
	Iteration 53Q: 3 clusters Score -8390829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -8390838.000000 Penalty: 5316.813965
	Iteration 54Q: 3 clusters Score -8390838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -8390850.000000 Penalty: 5316.813965
	Iteration 55Q: 3 clusters Score -8390850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -8390850.000000 Penalty: 5316.813965
	Iteration 56Q: 3 clusters Score -8390850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -8390867.000000 Penalty: 5316.813965
	Iteration 57Q: 3 clusters Score -8390867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -8390861.000000 Penalty: 5316.813965
	Iteration 58Q: 3 clusters Score -8390861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -8390866.000000 Penalty: 5316.813965
	Iteration 59Q: 3 clusters Score -8390866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -8390863.000000 Penalty: 5316.813965
	Iteration 60F: 3 clusters Score -8390863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -8390860.000000 Penalty: 5316.813965
	Iteration 61Q: 3 clusters Score -8390860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -8390865.000000 Penalty: 5316.813965
	Iteration 62Q: 3 clusters Score -8390865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -8390865.000000 Penalty: 5316.813965
	Iteration 63F: 3 clusters Score -8390865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Entering Unmasked Estep 
Score: -7684373.000000 Penalty: 2638.935059
	Iteration 0F: 2 clusters Score -7684373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -7656182.000000 Penalty: 5277.870117
	Iteration 0F: 3 clusters Score -7656182 nChanged 19187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -7666968.500000 Penalty: 5277.870117
	Iteration 1F: 3 clusters Score -7666968 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -7667572.000000 Penalty: 5277.870117
	Iteration 2Q: 3 clusters Score -7667572 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -7668181.000000 Penalty: 5277.870117
	Iteration 3Q: 3 clusters Score -7668181 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -7668977.500000 Penalty: 5277.870117
	Iteration 4Q: 3 clusters Score -7668978 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -7670051.500000 Penalty: 5277.870117
	Iteration 5Q: 3 clusters Score -7670052 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -7671464.000000 Penalty: 5277.870117
	Iteration 6F: 3 clusters Score -7671464 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -7673348.500000 Penalty: 5277.870117
	Iteration 7F: 3 clusters Score -7673348 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -7675315.500000 Penalty: 5277.870117
	Iteration 8F: 3 clusters Score -7675316 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -7676811.000000 Penalty: 5277.870117
	Iteration 9F: 3 clusters Score -7676811 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -7677686.500000 Penalty: 5277.870117
	Iteration 10Q: 3 clusters Score -7677686 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -7678110.000000 Penalty: 5277.870117
	Iteration 11Q: 3 clusters Score -7678110 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -7678365.000000 Penalty: 5277.870117
	Iteration 12Q: 3 clusters Score -7678365 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -7678619.000000 Penalty: 5277.870117
	Iteration 13Q: 3 clusters Score -7678619 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -7678967.500000 Penalty: 5277.870117
	Iteration 14Q: 3 clusters Score -7678968 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -7679312.000000 Penalty: 5277.870117
	Iteration 15Q: 3 clusters Score -7679312 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -7679618.500000 Penalty: 5277.870117
	Iteration 16Q: 3 clusters Score -7679618 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -7679983.500000 Penalty: 5277.870117
	Iteration 17Q: 3 clusters Score -7679984 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -7680350.500000 Penalty: 5277.870117
	Iteration 18Q: 3 clusters Score -7680350 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -7680643.000000 Penalty: 5277.870117
	Iteration 19Q: 3 clusters Score -7680643 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -7680947.500000 Penalty: 5277.870117
	Iteration 20F: 3 clusters Score -7680948 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -7681173.000000 Penalty: 5277.870117
	Iteration 21Q: 3 clusters Score -7681173 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -7681316.000000 Penalty: 5277.870117
	Iteration 22Q: 3 clusters Score -7681316 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -7681456.500000 Penalty: 5277.870117
	Iteration 23Q: 3 clusters Score -7681456 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -7681578.500000 Penalty: 5277.870117
	Iteration 24Q: 3 clusters Score -7681578 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -7681663.000000 Penalty: 5277.870117
	Iteration 25Q: 3 clusters Score -7681663 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -7681764.000000 Penalty: 5277.870117
	Iteration 26Q: 3 clusters Score -7681764 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -7681860.000000 Penalty: 5277.870117
	Iteration 27Q: 3 clusters Score -7681860 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -7681973.500000 Penalty: 5277.870117
	Iteration 28Q: 3 clusters Score -7681974 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -7681988.000000 Penalty: 5277.870117
	Iteration 29Q: 3 clusters Score -7681988 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -7682046.000000 Penalty: 5277.870117
	Iteration 30Q: 3 clusters Score -7682046 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -7682051.500000 Penalty: 5277.870117
	Iteration 31Q: 3 clusters Score -7682052 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -7682127.000000 Penalty: 5277.870117
	Iteration 32Q: 3 clusters Score -7682127 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -7682192.000000 Penalty: 5277.870117
	Iteration 33Q: 3 clusters Score -7682192 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -7682229.500000 Penalty: 5277.870117
	Iteration 34Q: 3 clusters Score -7682230 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -7682277.000000 Penalty: 5277.870117
	Iteration 35Q: 3 clusters Score -7682277 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -7682295.500000 Penalty: 5277.870117
	Iteration 36Q: 3 clusters Score -7682296 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -7682321.500000 Penalty: 5277.870117
	Iteration 37Q: 3 clusters Score -7682322 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -7682343.500000 Penalty: 5277.870117
	Iteration 38Q: 3 clusters Score -7682344 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -7682377.500000 Penalty: 5277.870117
	Iteration 39Q: 3 clusters Score -7682378 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -7682380.000000 Penalty: 5277.870117
	Iteration 40F: 3 clusters Score -7682380 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -7682382.500000 Penalty: 5277.870117
	Iteration 41Q: 3 clusters Score -7682382 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -7682400.000000 Penalty: 5277.870117
	Iteration 42Q: 3 clusters Score -7682400 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7682400.000000 Penalty: 5277.870117
	Iteration 43Q: 3 clusters Score -7682400 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7682393.500000 Penalty: 5277.870117
	Iteration 44Q: 3 clusters Score -7682394 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -7682400.000000 Penalty: 5277.870117
	Iteration 45Q: 3 clusters Score -7682400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7682425.000000 Penalty: 5277.870117
	Iteration 46Q: 3 clusters Score -7682425 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7682409.000000 Penalty: 5277.870117
	Iteration 47Q: 3 clusters Score -7682409 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -7682423.500000 Penalty: 5277.870117
	Iteration 48Q: 3 clusters Score -7682424 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7682420.000000 Penalty: 5277.870117
	Iteration 49Q: 3 clusters Score -7682420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7682422.000000 Penalty: 5277.870117
	Iteration 50Q: 3 clusters Score -7682422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7682424.500000 Penalty: 5277.870117
	Iteration 51Q: 3 clusters Score -7682424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7682423.000000 Penalty: 5277.870117
	Iteration 52Q: 3 clusters Score -7682423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7682436.500000 Penalty: 5277.870117
	Iteration 53Q: 3 clusters Score -7682436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7682447.500000 Penalty: 5277.870117
	Iteration 54Q: 3 clusters Score -7682448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7682447.500000 Penalty: 5277.870117
	Iteration 55Q: 3 clusters Score -7682448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7682451.000000 Penalty: 5277.870117
	Iteration 56Q: 3 clusters Score -7682451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7682457.000000 Penalty: 5277.870117
	Iteration 57Q: 3 clusters Score -7682457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7682466.000000 Penalty: 5277.870117
	Iteration 58Q: 3 clusters Score -7682466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7682466.000000 Penalty: 5277.870117
	Iteration 59Q: 3 clusters Score -7682466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7682470.000000 Penalty: 5277.870117
	Iteration 60F: 3 clusters Score -7682470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7682469.500000 Penalty: 5277.870117
	Iteration 61Q: 3 clusters Score -7682470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -7682469.000000 Penalty: 5277.870117
	Iteration 62Q: 3 clusters Score -7682469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7682467.500000 Penalty: 5277.870117
	Iteration 63Q: 3 clusters Score -7682468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7682463.500000 Penalty: 5277.870117
	Iteration 64Q: 3 clusters Score -7682464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7682467.500000 Penalty: 5277.870117
	Iteration 65Q: 3 clusters Score -7682468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7682466.500000 Penalty: 5277.870117
	Iteration 66Q: 3 clusters Score -7682466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7682463.000000 Penalty: 5277.870117
	Iteration 67Q: 3 clusters Score -7682463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7682456.000000 Penalty: 5277.870117
	Iteration 68Q: 3 clusters Score -7682456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7682456.500000 Penalty: 5277.870117
	Iteration 69Q: 3 clusters Score -7682456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7682456.500000 Penalty: 5277.870117
	Iteration 70F: 3 clusters Score -7682456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Entering Unmasked Estep 
Score: -8395520.000000 Penalty: 2659.250244
	Iteration 0F: 2 clusters Score -8395520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -8366706.500000 Penalty: 5318.500488
	Iteration 0F: 3 clusters Score -8366706 nChanged 20883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -8378142.000000 Penalty: 5318.500488
	Iteration 1F: 3 clusters Score -8378142 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -8378833.000000 Penalty: 5318.500488
	Iteration 2Q: 3 clusters Score -8378833 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -8379694.500000 Penalty: 5318.500488
	Iteration 3Q: 3 clusters Score -8379694 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -8380898.500000 Penalty: 5318.500488
	Iteration 4F: 3 clusters Score -8380898 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -8382585.000000 Penalty: 5318.500488
	Iteration 5F: 3 clusters Score -8382585 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -8384912.000000 Penalty: 5318.500488
	Iteration 6F: 3 clusters Score -8384912 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -8387716.000000 Penalty: 5318.500488
	Iteration 7F: 3 clusters Score -8387716 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -8390222.000000 Penalty: 5318.500488
	Iteration 8F: 3 clusters Score -8390222 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -8391695.000000 Penalty: 5318.500488
	Iteration 9Q: 3 clusters Score -8391695 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -8392297.000000 Penalty: 5318.500488
	Iteration 10Q: 3 clusters Score -8392297 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -8392684.000000 Penalty: 5318.500488
	Iteration 11Q: 3 clusters Score -8392684 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -8393024.000000 Penalty: 5318.500488
	Iteration 12Q: 3 clusters Score -8393024 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -8393248.000000 Penalty: 5318.500488
	Iteration 13Q: 3 clusters Score -8393248 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -8393435.000000 Penalty: 5318.500488
	Iteration 14Q: 3 clusters Score -8393435 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -8393586.000000 Penalty: 5318.500488
	Iteration 15Q: 3 clusters Score -8393586 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -8393723.000000 Penalty: 5318.500488
	Iteration 16Q: 3 clusters Score -8393723 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -8393860.000000 Penalty: 5318.500488
	Iteration 17Q: 3 clusters Score -8393860 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -8393980.000000 Penalty: 5318.500488
	Iteration 18Q: 3 clusters Score -8393980 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -8394073.000000 Penalty: 5318.500488
	Iteration 19Q: 3 clusters Score -8394073 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -8394147.000000 Penalty: 5318.500488
	Iteration 20F: 3 clusters Score -8394147 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -8394220.000000 Penalty: 5318.500488
	Iteration 21Q: 3 clusters Score -8394220 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -8394256.000000 Penalty: 5318.500488
	Iteration 22Q: 3 clusters Score -8394256 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -8394309.000000 Penalty: 5318.500488
	Iteration 23Q: 3 clusters Score -8394309 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -8394349.000000 Penalty: 5318.500488
	Iteration 24Q: 3 clusters Score -8394349 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -8394401.000000 Penalty: 5318.500488
	Iteration 25Q: 3 clusters Score -8394401 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -8394411.000000 Penalty: 5318.500488
	Iteration 26Q: 3 clusters Score -8394411 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -8394447.000000 Penalty: 5318.500488
	Iteration 27Q: 3 clusters Score -8394447 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -8394466.000000 Penalty: 5318.500488
	Iteration 28Q: 3 clusters Score -8394466 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8394483.000000 Penalty: 5318.500488
	Iteration 29Q: 3 clusters Score -8394483 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -8394486.000000 Penalty: 5318.500488
	Iteration 30Q: 3 clusters Score -8394486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -8394491.000000 Penalty: 5318.500488
	Iteration 31Q: 3 clusters Score -8394491 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -8394526.000000 Penalty: 5318.500488
	Iteration 32Q: 3 clusters Score -8394526 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -8394552.000000 Penalty: 5318.500488
	Iteration 33Q: 3 clusters Score -8394552 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -8394566.000000 Penalty: 5318.500488
	Iteration 34Q: 3 clusters Score -8394566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -8394583.000000 Penalty: 5318.500488
	Iteration 35Q: 3 clusters Score -8394583 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -8394623.000000 Penalty: 5318.500488
	Iteration 36Q: 3 clusters Score -8394623 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8394632.000000 Penalty: 5318.500488
	Iteration 37Q: 3 clusters Score -8394632 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -8394647.000000 Penalty: 5318.500488
	Iteration 38Q: 3 clusters Score -8394647 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -8394678.000000 Penalty: 5318.500488
	Iteration 39Q: 3 clusters Score -8394678 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -8394705.000000 Penalty: 5318.500488
	Iteration 40F: 3 clusters Score -8394705 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -8394726.000000 Penalty: 5318.500488
	Iteration 41Q: 3 clusters Score -8394726 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8394728.000000 Penalty: 5318.500488
	Iteration 42Q: 3 clusters Score -8394728 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -8394728.000000 Penalty: 5318.500488
	Iteration 43Q: 3 clusters Score -8394728 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -8394731.000000 Penalty: 5318.500488
	Iteration 44Q: 3 clusters Score -8394731 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -8394726.000000 Penalty: 5318.500488
	Iteration 45Q: 3 clusters Score -8394726 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -8394740.000000 Penalty: 5318.500488
	Iteration 46Q: 3 clusters Score -8394740 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -8394728.000000 Penalty: 5318.500488
	Iteration 47Q: 3 clusters Score -8394728 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8394684.000000 Penalty: 5318.500488
	Iteration 48Q: 3 clusters Score -8394684 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -8394664.000000 Penalty: 5318.500488
	Iteration 49Q: 3 clusters Score -8394664 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8394643.000000 Penalty: 5318.500488
	Iteration 50Q: 3 clusters Score -8394643 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8394634.000000 Penalty: 5318.500488
	Iteration 51Q: 3 clusters Score -8394634 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8394574.000000 Penalty: 5318.500488
	Iteration 52Q: 3 clusters Score -8394574 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8394545.000000 Penalty: 5318.500488
	Iteration 53Q: 3 clusters Score -8394545 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8394530.000000 Penalty: 5318.500488
	Iteration 54Q: 3 clusters Score -8394530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8394512.000000 Penalty: 5318.500488
	Iteration 55Q: 3 clusters Score -8394512 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8394486.000000 Penalty: 5318.500488
	Iteration 56Q: 3 clusters Score -8394486 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8394464.000000 Penalty: 5318.500488
	Iteration 57Q: 3 clusters Score -8394464 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8394452.000000 Penalty: 5318.500488
	Iteration 58Q: 3 clusters Score -8394452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8394414.000000 Penalty: 5318.500488
	Iteration 59Q: 3 clusters Score -8394414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8394390.000000 Penalty: 5318.500488
	Iteration 60F: 3 clusters Score -8394390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8394381.000000 Penalty: 5318.500488
	Iteration 61Q: 3 clusters Score -8394381 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8394356.000000 Penalty: 5318.500488
	Iteration 62Q: 3 clusters Score -8394356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8394335.000000 Penalty: 5318.500488
	Iteration 63Q: 3 clusters Score -8394335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8394337.000000 Penalty: 5318.500488
	Iteration 64Q: 3 clusters Score -8394337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8394324.000000 Penalty: 5318.500488
	Iteration 65Q: 3 clusters Score -8394324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8394304.000000 Penalty: 5318.500488
	Iteration 66Q: 3 clusters Score -8394304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8394306.000000 Penalty: 5318.500488
	Iteration 67Q: 3 clusters Score -8394306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8394288.000000 Penalty: 5318.500488
	Iteration 68Q: 3 clusters Score -8394288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8394282.000000 Penalty: 5318.500488
	Iteration 69Q: 3 clusters Score -8394282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8394278.000000 Penalty: 5318.500488
	Iteration 70Q: 3 clusters Score -8394278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8394283.000000 Penalty: 5318.500488
	Iteration 71Q: 3 clusters Score -8394283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8394278.000000 Penalty: 5318.500488
	Iteration 72Q: 3 clusters Score -8394278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8394257.000000 Penalty: 5318.500488
	Iteration 73Q: 3 clusters Score -8394257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8394251.000000 Penalty: 5318.500488
	Iteration 74Q: 3 clusters Score -8394251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8394244.000000 Penalty: 5318.500488
	Iteration 75Q: 3 clusters Score -8394244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8394242.000000 Penalty: 5318.500488
	Iteration 76Q: 3 clusters Score -8394242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8394241.000000 Penalty: 5318.500488
	Iteration 77Q: 3 clusters Score -8394241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8394235.000000 Penalty: 5318.500488
	Iteration 78Q: 3 clusters Score -8394235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8394220.000000 Penalty: 5318.500488
	Iteration 79Q: 3 clusters Score -8394220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8394220.000000 Penalty: 5318.500488
	Iteration 80F: 3 clusters Score -8394220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8394208.000000 Penalty: 5318.500488
	Iteration 81Q: 3 clusters Score -8394208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8394217.000000 Penalty: 5318.500488
	Iteration 82Q: 3 clusters Score -8394217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8394212.000000 Penalty: 5318.500488
	Iteration 83Q: 3 clusters Score -8394212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8394208.000000 Penalty: 5318.500488
	Iteration 84Q: 3 clusters Score -8394208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8394207.000000 Penalty: 5318.500488
	Iteration 85Q: 3 clusters Score -8394207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8394207.000000 Penalty: 5318.500488
	Iteration 86Q: 3 clusters Score -8394207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8394204.000000 Penalty: 5318.500488
	Iteration 87Q: 3 clusters Score -8394204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8394205.000000 Penalty: 5318.500488
	Iteration 88Q: 3 clusters Score -8394205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8394208.000000 Penalty: 5318.500488
	Iteration 89Q: 3 clusters Score -8394208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8394207.000000 Penalty: 5318.500488
	Iteration 90Q: 3 clusters Score -8394207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8394204.000000 Penalty: 5318.500488
	Iteration 91Q: 3 clusters Score -8394204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8394205.000000 Penalty: 5318.500488
	Iteration 92Q: 3 clusters Score -8394205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8394211.000000 Penalty: 5318.500488
	Iteration 93Q: 3 clusters Score -8394211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8394197.000000 Penalty: 5318.500488
	Iteration 94Q: 3 clusters Score -8394197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8394205.000000 Penalty: 5318.500488
	Iteration 95Q: 3 clusters Score -8394205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8394204.000000 Penalty: 5318.500488
	Iteration 96Q: 3 clusters Score -8394204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8394205.000000 Penalty: 5318.500488
	Iteration 97Q: 3 clusters Score -8394205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8394204.000000 Penalty: 5318.500488
	Iteration 98Q: 3 clusters Score -8394204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8394197.000000 Penalty: 5318.500488
	Iteration 99Q: 3 clusters Score -8394197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8394190.000000 Penalty: 5318.500488
	Iteration 100F: 3 clusters Score -8394190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8394185.000000 Penalty: 5318.500488
	Iteration 101Q: 3 clusters Score -8394185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8394185.000000 Penalty: 5318.500488
	Iteration 102F: 3 clusters Score -8394185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Entering Unmasked Estep 
Score: -179057.609375 Penalty: 1717.547607
	Iteration 0F: 2 clusters Score -179057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -177124.500000 Penalty: 3435.095215
	Iteration 0F: 3 clusters Score -177124.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -177444.046875 Penalty: 3435.095215
	Iteration 1F: 3 clusters Score -177444 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -177592.875000 Penalty: 3435.095215
	Iteration 2F: 3 clusters Score -177592.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -177684.484375 Penalty: 3435.095215
	Iteration 3Q: 3 clusters Score -177684.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -177767.125000 Penalty: 3435.095215
	Iteration 4Q: 3 clusters Score -177767.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -177851.562500 Penalty: 3435.095215
	Iteration 5Q: 3 clusters Score -177851.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -177933.703125 Penalty: 3435.095215
	Iteration 6Q: 3 clusters Score -177933.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -177971.562500 Penalty: 3435.095215
	Iteration 7Q: 3 clusters Score -177971.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -177991.406250 Penalty: 3435.095215
	Iteration 8Q: 3 clusters Score -177991.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -178009.281250 Penalty: 3435.095215
	Iteration 9Q: 3 clusters Score -178009.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -178020.781250 Penalty: 3435.095215
	Iteration 10Q: 3 clusters Score -178020.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -178028.343750 Penalty: 3435.095215
	Iteration 11Q: 3 clusters Score -178028.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -178039.015625 Penalty: 3435.095215
	Iteration 12Q: 3 clusters Score -178039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -178050.078125 Penalty: 3435.095215
	Iteration 13Q: 3 clusters Score -178050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -178057.343750 Penalty: 3435.095215
	Iteration 14Q: 3 clusters Score -178057.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -178061.859375 Penalty: 3435.095215
	Iteration 15Q: 3 clusters Score -178061.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -178073.093750 Penalty: 3435.095215
	Iteration 16Q: 3 clusters Score -178073.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -178088.937500 Penalty: 3435.095215
	Iteration 17Q: 3 clusters Score -178088.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -178097.718750 Penalty: 3435.095215
	Iteration 18Q: 3 clusters Score -178097.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -178106.000000 Penalty: 3435.095215
	Iteration 19Q: 3 clusters Score -178106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -178116.796875 Penalty: 3435.095215
	Iteration 20F: 3 clusters Score -178116.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -178127.843750 Penalty: 3435.095215
	Iteration 21Q: 3 clusters Score -178127.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -178143.812500 Penalty: 3435.095215
	Iteration 22Q: 3 clusters Score -178143.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -178152.046875 Penalty: 3435.095215
	Iteration 23Q: 3 clusters Score -178152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -178154.890625 Penalty: 3435.095215
	Iteration 24Q: 3 clusters Score -178154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -178156.140625 Penalty: 3435.095215
	Iteration 25Q: 3 clusters Score -178156.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -178158.359375 Penalty: 3435.095215
	Iteration 26Q: 3 clusters Score -178158.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -178160.000000 Penalty: 3435.095215
	Iteration 27Q: 3 clusters Score -178160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -178160.000000 Penalty: 3435.095215
	Iteration 28F: 3 clusters Score -178160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Entering Unmasked Estep 
Score: -8292559.000000 Penalty: 2655.771729
	Iteration 0F: 2 clusters Score -8292559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -8262733.500000 Penalty: 5311.543457
	Iteration 0F: 3 clusters Score -8262734 nChanged 20461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -8273872.000000 Penalty: 5311.543457
	Iteration 1F: 3 clusters Score -8273872 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -8274310.000000 Penalty: 5311.543457
	Iteration 2Q: 3 clusters Score -8274310 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -8274796.500000 Penalty: 5311.543457
	Iteration 3Q: 3 clusters Score -8274796 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -8275273.000000 Penalty: 5311.543457
	Iteration 4Q: 3 clusters Score -8275273 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -8276016.500000 Penalty: 5311.543457
	Iteration 5Q: 3 clusters Score -8276016 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -8277172.500000 Penalty: 5311.543457
	Iteration 6F: 3 clusters Score -8277172 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -8278957.000000 Penalty: 5311.543457
	Iteration 7F: 3 clusters Score -8278957 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -8281315.500000 Penalty: 5311.543457
	Iteration 8F: 3 clusters Score -8281316 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -8283827.500000 Penalty: 5311.543457
	Iteration 9F: 3 clusters Score -8283828 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -8285975.000000 Penalty: 5311.543457
	Iteration 10Q: 3 clusters Score -8285975 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -8287441.500000 Penalty: 5311.543457
	Iteration 11Q: 3 clusters Score -8287442 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -8288160.000000 Penalty: 5311.543457
	Iteration 12Q: 3 clusters Score -8288160 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -8288443.500000 Penalty: 5311.543457
	Iteration 13Q: 3 clusters Score -8288444 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -8288638.500000 Penalty: 5311.543457
	Iteration 14Q: 3 clusters Score -8288638 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -8288744.500000 Penalty: 5311.543457
	Iteration 15Q: 3 clusters Score -8288744 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -8288818.500000 Penalty: 5311.543457
	Iteration 16Q: 3 clusters Score -8288818 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -8288860.000000 Penalty: 5311.543457
	Iteration 17Q: 3 clusters Score -8288860 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -8288926.000000 Penalty: 5311.543457
	Iteration 18Q: 3 clusters Score -8288926 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -8288928.000000 Penalty: 5311.543457
	Iteration 19Q: 3 clusters Score -8288928 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -8288961.500000 Penalty: 5311.543457
	Iteration 20F: 3 clusters Score -8288962 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -8288957.500000 Penalty: 5311.543457
	Iteration 21Q: 3 clusters Score -8288958 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -8288975.000000 Penalty: 5311.543457
	Iteration 22Q: 3 clusters Score -8288975 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -8288995.500000 Penalty: 5311.543457
	Iteration 23Q: 3 clusters Score -8288996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -8289007.500000 Penalty: 5311.543457
	Iteration 24Q: 3 clusters Score -8289008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -8289014.500000 Penalty: 5311.543457
	Iteration 25Q: 3 clusters Score -8289014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -8289023.000000 Penalty: 5311.543457
	Iteration 26Q: 3 clusters Score -8289023 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -8289032.500000 Penalty: 5311.543457
	Iteration 27Q: 3 clusters Score -8289032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -8289030.500000 Penalty: 5311.543457
	Iteration 28Q: 3 clusters Score -8289030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -8289029.000000 Penalty: 5311.543457
	Iteration 29Q: 3 clusters Score -8289029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -8289038.000000 Penalty: 5311.543457
	Iteration 30Q: 3 clusters Score -8289038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -8289038.500000 Penalty: 5311.543457
	Iteration 31Q: 3 clusters Score -8289038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -8289025.000000 Penalty: 5311.543457
	Iteration 32Q: 3 clusters Score -8289025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -8289034.000000 Penalty: 5311.543457
	Iteration 33Q: 3 clusters Score -8289034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -8289030.000000 Penalty: 5311.543457
	Iteration 34Q: 3 clusters Score -8289030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -8289027.500000 Penalty: 5311.543457
	Iteration 35Q: 3 clusters Score -8289028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -8289031.000000 Penalty: 5311.543457
	Iteration 36Q: 3 clusters Score -8289031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -8289027.000000 Penalty: 5311.543457
	Iteration 37Q: 3 clusters Score -8289027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -8289015.500000 Penalty: 5311.543457
	Iteration 38Q: 3 clusters Score -8289016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -8289022.500000 Penalty: 5311.543457
	Iteration 39Q: 3 clusters Score -8289022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -8289027.000000 Penalty: 5311.543457
	Iteration 40F: 3 clusters Score -8289027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -8289032.000000 Penalty: 5311.543457
	Iteration 41Q: 3 clusters Score -8289032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -8289023.000000 Penalty: 5311.543457
	Iteration 42Q: 3 clusters Score -8289023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -8289010.500000 Penalty: 5311.543457
	Iteration 43Q: 3 clusters Score -8289010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -8289018.000000 Penalty: 5311.543457
	Iteration 44Q: 3 clusters Score -8289018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -8289014.500000 Penalty: 5311.543457
	Iteration 45Q: 3 clusters Score -8289014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -8289020.500000 Penalty: 5311.543457
	Iteration 46Q: 3 clusters Score -8289020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -8289017.500000 Penalty: 5311.543457
	Iteration 47Q: 3 clusters Score -8289018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -8289028.000000 Penalty: 5311.543457
	Iteration 48Q: 3 clusters Score -8289028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -8289021.000000 Penalty: 5311.543457
	Iteration 49Q: 3 clusters Score -8289021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -8289020.500000 Penalty: 5311.543457
	Iteration 50Q: 3 clusters Score -8289020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -8289019.500000 Penalty: 5311.543457
	Iteration 51Q: 3 clusters Score -8289020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -8289021.000000 Penalty: 5311.543457
	Iteration 52Q: 3 clusters Score -8289021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -8289025.500000 Penalty: 5311.543457
	Iteration 53Q: 3 clusters Score -8289026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -8289025.000000 Penalty: 5311.543457
	Iteration 54Q: 3 clusters Score -8289025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -8289028.500000 Penalty: 5311.543457
	Iteration 55Q: 3 clusters Score -8289028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -8289028.500000 Penalty: 5311.543457
	Iteration 56F: 3 clusters Score -8289028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -19757.708984 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -19757.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18628.857422 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -18628.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18801.544922 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -18801.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18880.123047 Penalty: 2722.513184
	Iteration 2F: 3 clusters Score -18880.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -18946.455078 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -18946.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18962.742188 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -18962.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18965.195312 Penalty: 2722.513184
	Iteration 5Q: 3 clusters Score -18965.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18965.195312 Penalty: 2722.513184
	Iteration 6F: 3 clusters Score -18965.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Entering Unmasked Estep 
Score: -7575378.000000 Penalty: 2632.481201
	Iteration 0F: 2 clusters Score -7575378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -7548765.000000 Penalty: 5264.962402
	Iteration 0F: 3 clusters Score -7548765 nChanged 18590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -7558958.500000 Penalty: 5264.962402
	Iteration 1F: 3 clusters Score -7558958 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -7559575.500000 Penalty: 5264.962402
	Iteration 2Q: 3 clusters Score -7559576 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -7560175.000000 Penalty: 5264.962402
	Iteration 3Q: 3 clusters Score -7560175 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -7561001.000000 Penalty: 5264.962402
	Iteration 4Q: 3 clusters Score -7561001 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -7562070.500000 Penalty: 5264.962402
	Iteration 5Q: 3 clusters Score -7562070 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -7563526.000000 Penalty: 5264.962402
	Iteration 6F: 3 clusters Score -7563526 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -7565431.000000 Penalty: 5264.962402
	Iteration 7F: 3 clusters Score -7565431 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -7567510.500000 Penalty: 5264.962402
	Iteration 8F: 3 clusters Score -7567510 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -7569553.500000 Penalty: 5264.962402
	Iteration 9F: 3 clusters Score -7569554 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -7571136.500000 Penalty: 5264.962402
	Iteration 10Q: 3 clusters Score -7571136 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7572093.500000 Penalty: 5264.962402
	Iteration 11Q: 3 clusters Score -7572094 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7572615.500000 Penalty: 5264.962402
	Iteration 12Q: 3 clusters Score -7572616 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7572806.000000 Penalty: 5264.962402
	Iteration 13Q: 3 clusters Score -7572806 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7572938.000000 Penalty: 5264.962402
	Iteration 14Q: 3 clusters Score -7572938 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7573006.000000 Penalty: 5264.962402
	Iteration 15Q: 3 clusters Score -7573006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7573053.000000 Penalty: 5264.962402
	Iteration 16Q: 3 clusters Score -7573053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7573073.000000 Penalty: 5264.962402
	Iteration 17Q: 3 clusters Score -7573073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7573093.500000 Penalty: 5264.962402
	Iteration 18Q: 3 clusters Score -7573094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7573099.000000 Penalty: 5264.962402
	Iteration 19Q: 3 clusters Score -7573099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7573111.000000 Penalty: 5264.962402
	Iteration 20F: 3 clusters Score -7573111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7573110.500000 Penalty: 5264.962402
	Iteration 21Q: 3 clusters Score -7573110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7573113.000000 Penalty: 5264.962402
	Iteration 22Q: 3 clusters Score -7573113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7573121.000000 Penalty: 5264.962402
	Iteration 23Q: 3 clusters Score -7573121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7573121.000000 Penalty: 5264.962402
	Iteration 24Q: 3 clusters Score -7573121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7573125.500000 Penalty: 5264.962402
	Iteration 25Q: 3 clusters Score -7573126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7573124.000000 Penalty: 5264.962402
	Iteration 26Q: 3 clusters Score -7573124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7573125.500000 Penalty: 5264.962402
	Iteration 27Q: 3 clusters Score -7573126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7573125.500000 Penalty: 5264.962402
	Iteration 28F: 3 clusters Score -7573126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -73560.960938 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -73560.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72045.539062 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -72045.54 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -72315.718750 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -72315.72 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72422.742188 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -72422.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72490.992188 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -72490.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72542.203125 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -72542.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72581.234375 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -72581.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72612.437500 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -72612.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -72618.921875 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -72618.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72638.062500 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -72638.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72659.343750 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -72659.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72670.984375 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -72670.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72684.554688 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -72684.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72689.148438 Penalty: 3146.564697
	Iteration 12Q: 3 clusters Score -72689.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72690.593750 Penalty: 3146.564697
	Iteration 13Q: 3 clusters Score -72690.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72691.062500 Penalty: 3146.564697
	Iteration 14F: 3 clusters Score -72691.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72702.156250 Penalty: 3146.564697
	Iteration 15Q: 3 clusters Score -72702.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72718.625000 Penalty: 3146.564697
	Iteration 16Q: 3 clusters Score -72718.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72729.781250 Penalty: 3146.564697
	Iteration 17Q: 3 clusters Score -72729.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72743.812500 Penalty: 3146.564697
	Iteration 18Q: 3 clusters Score -72743.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72763.750000 Penalty: 3146.564697
	Iteration 19Q: 3 clusters Score -72763.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72792.500000 Penalty: 3146.564697
	Iteration 20F: 3 clusters Score -72792.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72807.070312 Penalty: 3146.564697
	Iteration 21Q: 3 clusters Score -72807.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -72815.250000 Penalty: 3146.564697
	Iteration 22Q: 3 clusters Score -72815.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72829.101562 Penalty: 3146.564697
	Iteration 23Q: 3 clusters Score -72829.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72856.882812 Penalty: 3146.564697
	Iteration 24Q: 3 clusters Score -72856.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72879.320312 Penalty: 3146.564697
	Iteration 25Q: 3 clusters Score -72879.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72899.546875 Penalty: 3146.564697
	Iteration 26Q: 3 clusters Score -72899.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72904.531250 Penalty: 3146.564697
	Iteration 27Q: 3 clusters Score -72904.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72913.398438 Penalty: 3146.564697
	Iteration 28Q: 3 clusters Score -72913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -72924.148438 Penalty: 3146.564697
	Iteration 29Q: 3 clusters Score -72924.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72941.734375 Penalty: 3146.564697
	Iteration 30Q: 3 clusters Score -72941.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72955.968750 Penalty: 3146.564697
	Iteration 31Q: 3 clusters Score -72955.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72968.484375 Penalty: 3146.564697
	Iteration 32Q: 3 clusters Score -72968.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72971.757812 Penalty: 3146.564697
	Iteration 33Q: 3 clusters Score -72971.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72974.750000 Penalty: 3146.564697
	Iteration 34Q: 3 clusters Score -72974.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72975.578125 Penalty: 3146.564697
	Iteration 35F: 3 clusters Score -72975.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72982.429688 Penalty: 3146.564697
	Iteration 36Q: 3 clusters Score -72982.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72990.218750 Penalty: 3146.564697
	Iteration 37Q: 3 clusters Score -72990.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73005.929688 Penalty: 3146.564697
	Iteration 38Q: 3 clusters Score -73005.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73025.929688 Penalty: 3146.564697
	Iteration 39Q: 3 clusters Score -73025.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73049.625000 Penalty: 3146.564697
	Iteration 40F: 3 clusters Score -73049.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73069.960938 Penalty: 3146.564697
	Iteration 41Q: 3 clusters Score -73069.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73082.773438 Penalty: 3146.564697
	Iteration 42Q: 3 clusters Score -73082.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73106.453125 Penalty: 3146.564697
	Iteration 43Q: 3 clusters Score -73106.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73151.273438 Penalty: 3146.564697
	Iteration 44Q: 3 clusters Score -73151.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -73184.617188 Penalty: 3146.564697
	Iteration 45Q: 3 clusters Score -73184.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73239.132812 Penalty: 3146.564697
	Iteration 46Q: 3 clusters Score -73239.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73257.828125 Penalty: 3146.564697
	Iteration 47Q: 3 clusters Score -73257.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73261.367188 Penalty: 3146.564697
	Iteration 48Q: 3 clusters Score -73261.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73263.093750 Penalty: 3146.564697
	Iteration 49Q: 3 clusters Score -73263.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73263.093750 Penalty: 3146.564697
	Iteration 50F: 3 clusters Score -73263.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Entering Unmasked Estep 
Score: -8089742.000000 Penalty: 2648.402832
	Iteration 0F: 2 clusters Score -8089742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -8061915.000000 Penalty: 5296.805664
	Iteration 0F: 3 clusters Score -8061915 nChanged 19875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -8072837.500000 Penalty: 5296.805664
	Iteration 1F: 3 clusters Score -8072838 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -8073452.500000 Penalty: 5296.805664
	Iteration 2Q: 3 clusters Score -8073452 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -8074010.500000 Penalty: 5296.805664
	Iteration 3Q: 3 clusters Score -8074010 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -8074652.500000 Penalty: 5296.805664
	Iteration 4Q: 3 clusters Score -8074652 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -8075397.500000 Penalty: 5296.805664
	Iteration 5Q: 3 clusters Score -8075398 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -8076371.000000 Penalty: 5296.805664
	Iteration 6Q: 3 clusters Score -8076371 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -8077738.500000 Penalty: 5296.805664
	Iteration 7F: 3 clusters Score -8077738 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -8079600.500000 Penalty: 5296.805664
	Iteration 8F: 3 clusters Score -8079600 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -8081799.500000 Penalty: 5296.805664
	Iteration 9F: 3 clusters Score -8081800 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -8084066.500000 Penalty: 5296.805664
	Iteration 10F: 3 clusters Score -8084066 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -8085661.000000 Penalty: 5296.805664
	Iteration 11Q: 3 clusters Score -8085661 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -8086458.000000 Penalty: 5296.805664
	Iteration 12Q: 3 clusters Score -8086458 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -8086884.000000 Penalty: 5296.805664
	Iteration 13Q: 3 clusters Score -8086884 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -8087103.000000 Penalty: 5296.805664
	Iteration 14Q: 3 clusters Score -8087103 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -8087215.500000 Penalty: 5296.805664
	Iteration 15Q: 3 clusters Score -8087216 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8087292.500000 Penalty: 5296.805664
	Iteration 16Q: 3 clusters Score -8087292 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -8087368.500000 Penalty: 5296.805664
	Iteration 17Q: 3 clusters Score -8087368 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -8087383.500000 Penalty: 5296.805664
	Iteration 18Q: 3 clusters Score -8087384 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -8087432.000000 Penalty: 5296.805664
	Iteration 19Q: 3 clusters Score -8087432 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -8087470.500000 Penalty: 5296.805664
	Iteration 20F: 3 clusters Score -8087470 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -8087479.500000 Penalty: 5296.805664
	Iteration 21Q: 3 clusters Score -8087480 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -8087472.500000 Penalty: 5296.805664
	Iteration 22Q: 3 clusters Score -8087472 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -8087460.000000 Penalty: 5296.805664
	Iteration 23Q: 3 clusters Score -8087460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -8087470.500000 Penalty: 5296.805664
	Iteration 24Q: 3 clusters Score -8087470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -8087473.000000 Penalty: 5296.805664
	Iteration 25Q: 3 clusters Score -8087473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -8087484.000000 Penalty: 5296.805664
	Iteration 26Q: 3 clusters Score -8087484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -8087480.000000 Penalty: 5296.805664
	Iteration 27Q: 3 clusters Score -8087480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -8087483.500000 Penalty: 5296.805664
	Iteration 28Q: 3 clusters Score -8087484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -8087490.000000 Penalty: 5296.805664
	Iteration 29Q: 3 clusters Score -8087490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -8087506.000000 Penalty: 5296.805664
	Iteration 30Q: 3 clusters Score -8087506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -8087501.500000 Penalty: 5296.805664
	Iteration 31Q: 3 clusters Score -8087502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8087514.000000 Penalty: 5296.805664
	Iteration 32Q: 3 clusters Score -8087514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8087514.000000 Penalty: 5296.805664
	Iteration 33Q: 3 clusters Score -8087514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -8087499.500000 Penalty: 5296.805664
	Iteration 34Q: 3 clusters Score -8087500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -8087531.000000 Penalty: 5296.805664
	Iteration 35Q: 3 clusters Score -8087531 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -8087530.500000 Penalty: 5296.805664
	Iteration 36Q: 3 clusters Score -8087530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -8087532.500000 Penalty: 5296.805664
	Iteration 37Q: 3 clusters Score -8087532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8087538.500000 Penalty: 5296.805664
	Iteration 38Q: 3 clusters Score -8087538 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -8087562.000000 Penalty: 5296.805664
	Iteration 39Q: 3 clusters Score -8087562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -8087577.000000 Penalty: 5296.805664
	Iteration 40F: 3 clusters Score -8087577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -8087581.000000 Penalty: 5296.805664
	Iteration 41Q: 3 clusters Score -8087581 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -8087600.500000 Penalty: 5296.805664
	Iteration 42Q: 3 clusters Score -8087600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8087591.500000 Penalty: 5296.805664
	Iteration 43Q: 3 clusters Score -8087592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -8087599.500000 Penalty: 5296.805664
	Iteration 44Q: 3 clusters Score -8087600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -8087608.000000 Penalty: 5296.805664
	Iteration 45Q: 3 clusters Score -8087608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -8087593.000000 Penalty: 5296.805664
	Iteration 46Q: 3 clusters Score -8087593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8087600.500000 Penalty: 5296.805664
	Iteration 47Q: 3 clusters Score -8087600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8087597.000000 Penalty: 5296.805664
	Iteration 48Q: 3 clusters Score -8087597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -8087608.500000 Penalty: 5296.805664
	Iteration 49Q: 3 clusters Score -8087608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -8087612.000000 Penalty: 5296.805664
	Iteration 50Q: 3 clusters Score -8087612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8087617.000000 Penalty: 5296.805664
	Iteration 51Q: 3 clusters Score -8087617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -8087621.500000 Penalty: 5296.805664
	Iteration 52Q: 3 clusters Score -8087622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8087627.500000 Penalty: 5296.805664
	Iteration 53Q: 3 clusters Score -8087628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8087623.000000 Penalty: 5296.805664
	Iteration 54Q: 3 clusters Score -8087623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8087621.000000 Penalty: 5296.805664
	Iteration 55Q: 3 clusters Score -8087621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8087614.000000 Penalty: 5296.805664
	Iteration 56Q: 3 clusters Score -8087614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -8087608.500000 Penalty: 5296.805664
	Iteration 57Q: 3 clusters Score -8087608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8087618.500000 Penalty: 5296.805664
	Iteration 58Q: 3 clusters Score -8087618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8087610.000000 Penalty: 5296.805664
	Iteration 59Q: 3 clusters Score -8087610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8087625.000000 Penalty: 5296.805664
	Iteration 60F: 3 clusters Score -8087625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8087622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8087628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8087638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8087626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8087623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8087608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8087602 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8087600 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8087606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8087602 nChanged 2
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Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8087614 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8087612 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8087610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8087610 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8087620.500000 Penalty: 5296.805664
	Iteration 75Q: 3 clusters Score -8087620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8087610 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8087618 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8087614 nChanged 12
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Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8087618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -8087621.500000 Penalty: 5296.805664
	Iteration 80F: 3 clusters Score -8087622 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8087624 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8087626 nChanged 10
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Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8087627 nChanged 9
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Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8087627 nChanged 7
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Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8087628 nChanged 5
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Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8087630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8087634 nChanged 7
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Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8087636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8087638 nChanged 8
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Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8087630 nChanged 6
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Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8087632 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8087625 nChanged 10
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Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8087614 nChanged 9
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Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8087628 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8087640 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8087641 nChanged 6
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Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8087646 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8087646 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8087642 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8087642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8087637 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8087641 nChanged 7
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Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8087647 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8087640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8087640 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8087636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8087644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8087648 nChanged 7
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Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8087662 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8087668 nChanged 7
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Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 2165 members 
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	Iteration 111Q: 3 clusters Score -8087668 nChanged 10
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Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 2155 members 
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	Iteration 112Q: 3 clusters Score -8087668 nChanged 11
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Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 2144 members 
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	Iteration 113Q: 3 clusters Score -8087666 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8087657 nChanged 13
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Mstep: Class 1 contains 41316 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8087666 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 2110 members 
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	Iteration 116Q: 3 clusters Score -8087670 nChanged 9
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Mstep: Class 1 contains 41335 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8087668 nChanged 14
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Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8087665 nChanged 20
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Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8087676 nChanged 16
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Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8087685 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8087671 nChanged 20
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Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8087691 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8087680 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8087692 nChanged 12
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Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8087692 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8087694 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8087696 nChanged 18
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Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8087688 nChanged 16
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Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8087695 nChanged 21
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Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8087710 nChanged 26
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Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8087685 nChanged 22
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	Iteration 132Q: 3 clusters Score -8087700 nChanged 26
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	Iteration 133Q: 3 clusters Score -8087694 nChanged 19
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Mstep: Class 1 contains 41620 members 
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	Iteration 134Q: 3 clusters Score -8087704 nChanged 18
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Mstep: Class 2 contains 1800 members 
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	Iteration 135Q: 3 clusters Score -8087698 nChanged 19
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Entering Unmasked Estep 
Score: -8087711.500000 Penalty: 5296.805664
	Iteration 136Q: 3 clusters Score -8087712 nChanged 15
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	Iteration 137Q: 3 clusters Score -8087714 nChanged 15
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	Iteration 138Q: 3 clusters Score -8087706 nChanged 12
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	Iteration 139Q: 3 clusters Score -8087717 nChanged 11
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	Iteration 140F: 3 clusters Score -8087722 nChanged 12
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	Iteration 141Q: 3 clusters Score -8087728 nChanged 12
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8087741 nChanged 16
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Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8087737 nChanged 12
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8087744 nChanged 9
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8087740 nChanged 9
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	Iteration 146Q: 3 clusters Score -8087744 nChanged 9
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8087748 nChanged 6
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	Iteration 148Q: 3 clusters Score -8087752 nChanged 5
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	Iteration 149Q: 3 clusters Score -8087754 nChanged 6
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	Iteration 150Q: 3 clusters Score -8087740 nChanged 8
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Entering Unmasked Estep 
Score: -8087742.500000 Penalty: 5296.805664
	Iteration 151Q: 3 clusters Score -8087742 nChanged 6
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Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 1636 members 
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	Iteration 152Q: 3 clusters Score -8087747 nChanged 12
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	Iteration 153Q: 3 clusters Score -8087737 nChanged 15
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8087737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8087736.000000 Penalty: 5296.805664
	Iteration 155Q: 3 clusters Score -8087736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8087740.000000 Penalty: 5296.805664
	Iteration 156Q: 3 clusters Score -8087740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8087744.000000 Penalty: 5296.805664
	Iteration 157Q: 3 clusters Score -8087744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8087742.500000 Penalty: 5296.805664
	Iteration 158Q: 3 clusters Score -8087742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8087737.000000 Penalty: 5296.805664
	Iteration 159Q: 3 clusters Score -8087737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8087748.000000 Penalty: 5296.805664
	Iteration 160F: 3 clusters Score -8087748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8087750.000000 Penalty: 5296.805664
	Iteration 161Q: 3 clusters Score -8087750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8087748.500000 Penalty: 5296.805664
	Iteration 162Q: 3 clusters Score -8087748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8087737.000000 Penalty: 5296.805664
	Iteration 163Q: 3 clusters Score -8087737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8087735.000000 Penalty: 5296.805664
	Iteration 164Q: 3 clusters Score -8087735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8087736.500000 Penalty: 5296.805664
	Iteration 165Q: 3 clusters Score -8087736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8087741.000000 Penalty: 5296.805664
	Iteration 166Q: 3 clusters Score -8087741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8087746.000000 Penalty: 5296.805664
	Iteration 167Q: 3 clusters Score -8087746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8087746.500000 Penalty: 5296.805664
	Iteration 168Q: 3 clusters Score -8087746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8087742.000000 Penalty: 5296.805664
	Iteration 169Q: 3 clusters Score -8087742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8087750.500000 Penalty: 5296.805664
	Iteration 170Q: 3 clusters Score -8087750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8087741.500000 Penalty: 5296.805664
	Iteration 171Q: 3 clusters Score -8087742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8087733.500000 Penalty: 5296.805664
	Iteration 172Q: 3 clusters Score -8087734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8087725.500000 Penalty: 5296.805664
	Iteration 173Q: 3 clusters Score -8087726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8087733.000000 Penalty: 5296.805664
	Iteration 174Q: 3 clusters Score -8087733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8087729.500000 Penalty: 5296.805664
	Iteration 175Q: 3 clusters Score -8087730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8087738.000000 Penalty: 5296.805664
	Iteration 176Q: 3 clusters Score -8087738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8087746.500000 Penalty: 5296.805664
	Iteration 177Q: 3 clusters Score -8087746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8087742.000000 Penalty: 5296.805664
	Iteration 178Q: 3 clusters Score -8087742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8087750.500000 Penalty: 5296.805664
	Iteration 179Q: 3 clusters Score -8087750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8087765.500000 Penalty: 5296.805664
	Iteration 180F: 3 clusters Score -8087766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8087760.000000 Penalty: 5296.805664
	Iteration 181Q: 3 clusters Score -8087760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8087754.000000 Penalty: 5296.805664
	Iteration 182Q: 3 clusters Score -8087754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8087759.500000 Penalty: 5296.805664
	Iteration 183Q: 3 clusters Score -8087760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8087758.500000 Penalty: 5296.805664
	Iteration 184Q: 3 clusters Score -8087758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8087767.000000 Penalty: 5296.805664
	Iteration 185Q: 3 clusters Score -8087767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8087769.000000 Penalty: 5296.805664
	Iteration 186Q: 3 clusters Score -8087769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8087769.000000 Penalty: 5296.805664
	Iteration 187Q: 3 clusters Score -8087769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8087770.500000 Penalty: 5296.805664
	Iteration 188Q: 3 clusters Score -8087770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8087765.000000 Penalty: 5296.805664
	Iteration 189Q: 3 clusters Score -8087765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8087760.000000 Penalty: 5296.805664
	Iteration 190Q: 3 clusters Score -8087760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8087769.500000 Penalty: 5296.805664
	Iteration 191Q: 3 clusters Score -8087770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8087756.000000 Penalty: 5296.805664
	Iteration 192Q: 3 clusters Score -8087756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8087754.500000 Penalty: 5296.805664
	Iteration 193Q: 3 clusters Score -8087754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8087752.500000 Penalty: 5296.805664
	Iteration 194Q: 3 clusters Score -8087752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8087750.000000 Penalty: 5296.805664
	Iteration 195Q: 3 clusters Score -8087750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8087756.500000 Penalty: 5296.805664
	Iteration 196Q: 3 clusters Score -8087756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8087754.000000 Penalty: 5296.805664
	Iteration 197Q: 3 clusters Score -8087754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8087756.000000 Penalty: 5296.805664
	Iteration 198Q: 3 clusters Score -8087756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8087751.000000 Penalty: 5296.805664
	Iteration 199Q: 3 clusters Score -8087751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8087753.500000 Penalty: 5296.805664
	Iteration 200F: 3 clusters Score -8087754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8087760.500000 Penalty: 5296.805664
	Iteration 201Q: 3 clusters Score -8087760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8087763.000000 Penalty: 5296.805664
	Iteration 202Q: 3 clusters Score -8087763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8087764.000000 Penalty: 5296.805664
	Iteration 203Q: 3 clusters Score -8087764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8087753.500000 Penalty: 5296.805664
	Iteration 204Q: 3 clusters Score -8087754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8087751.500000 Penalty: 5296.805664
	Iteration 205Q: 3 clusters Score -8087752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8087754.000000 Penalty: 5296.805664
	Iteration 206Q: 3 clusters Score -8087754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8087755.500000 Penalty: 5296.805664
	Iteration 207Q: 3 clusters Score -8087756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8087757.500000 Penalty: 5296.805664
	Iteration 208Q: 3 clusters Score -8087758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8087759.500000 Penalty: 5296.805664
	Iteration 209Q: 3 clusters Score -8087760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8087759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8087759.000000 Penalty: 5296.805664
	Iteration 211F: 3 clusters Score -8087759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41809 members 
Entering Unmasked Estep 
Score: -7671245.500000 Penalty: 2638.935059
	Iteration 0F: 2 clusters Score -7671246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7643203 nChanged 19110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7653679 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7654398 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7655334 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -7656587.000000 Penalty: 5277.870117
	Iteration 4F: 3 clusters Score -7656587 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -7658032.500000 Penalty: 5277.870117
	Iteration 5F: 3 clusters Score -7658032 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -7659677.000000 Penalty: 5277.870117
	Iteration 6F: 3 clusters Score -7659677 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -7661280.000000 Penalty: 5277.870117
	Iteration 7F: 3 clusters Score -7661280 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -7662984.000000 Penalty: 5277.870117
	Iteration 8F: 3 clusters Score -7662984 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -7664598.000000 Penalty: 5277.870117
	Iteration 9F: 3 clusters Score -7664598 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -7665704.500000 Penalty: 5277.870117
	Iteration 10Q: 3 clusters Score -7665704 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -7666312.500000 Penalty: 5277.870117
	Iteration 11Q: 3 clusters Score -7666312 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -7666731.000000 Penalty: 5277.870117
	Iteration 12Q: 3 clusters Score -7666731 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -7667091.500000 Penalty: 5277.870117
	Iteration 13Q: 3 clusters Score -7667092 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -7667393.000000 Penalty: 5277.870117
	Iteration 14Q: 3 clusters Score -7667393 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -7667677.500000 Penalty: 5277.870117
	Iteration 15Q: 3 clusters Score -7667678 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -7667891.500000 Penalty: 5277.870117
	Iteration 16Q: 3 clusters Score -7667892 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -7668111.500000 Penalty: 5277.870117
	Iteration 17Q: 3 clusters Score -7668112 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -7668270.000000 Penalty: 5277.870117
	Iteration 18Q: 3 clusters Score -7668270 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -7668380.000000 Penalty: 5277.870117
	Iteration 19Q: 3 clusters Score -7668380 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -7668461.000000 Penalty: 5277.870117
	Iteration 20F: 3 clusters Score -7668461 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -7668604.000000 Penalty: 5277.870117
	Iteration 21Q: 3 clusters Score -7668604 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -7668666.500000 Penalty: 5277.870117
	Iteration 22Q: 3 clusters Score -7668666 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -7668740.000000 Penalty: 5277.870117
	Iteration 23Q: 3 clusters Score -7668740 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -7668791.500000 Penalty: 5277.870117
	Iteration 24Q: 3 clusters Score -7668792 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -7668888.000000 Penalty: 5277.870117
	Iteration 25Q: 3 clusters Score -7668888 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -7668939.000000 Penalty: 5277.870117
	Iteration 26Q: 3 clusters Score -7668939 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -7668979.000000 Penalty: 5277.870117
	Iteration 27Q: 3 clusters Score -7668979 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -7668997.500000 Penalty: 5277.870117
	Iteration 28Q: 3 clusters Score -7668998 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -7669047.000000 Penalty: 5277.870117
	Iteration 29Q: 3 clusters Score -7669047 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -7669084.000000 Penalty: 5277.870117
	Iteration 30Q: 3 clusters Score -7669084 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -7669119.000000 Penalty: 5277.870117
	Iteration 31Q: 3 clusters Score -7669119 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -7669168.500000 Penalty: 5277.870117
	Iteration 32Q: 3 clusters Score -7669168 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -7669239.000000 Penalty: 5277.870117
	Iteration 33Q: 3 clusters Score -7669239 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -7669273.000000 Penalty: 5277.870117
	Iteration 34Q: 3 clusters Score -7669273 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -7669329.500000 Penalty: 5277.870117
	Iteration 35Q: 3 clusters Score -7669330 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -7669378.000000 Penalty: 5277.870117
	Iteration 36Q: 3 clusters Score -7669378 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -7669425.500000 Penalty: 5277.870117
	Iteration 37Q: 3 clusters Score -7669426 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -7669485.500000 Penalty: 5277.870117
	Iteration 38Q: 3 clusters Score -7669486 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -7669520.000000 Penalty: 5277.870117
	Iteration 39Q: 3 clusters Score -7669520 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -7669569.500000 Penalty: 5277.870117
	Iteration 40F: 3 clusters Score -7669570 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -7669603.500000 Penalty: 5277.870117
	Iteration 41Q: 3 clusters Score -7669604 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -7669626.500000 Penalty: 5277.870117
	Iteration 42Q: 3 clusters Score -7669626 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -7669638.000000 Penalty: 5277.870117
	Iteration 43Q: 3 clusters Score -7669638 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -7669638.500000 Penalty: 5277.870117
	Iteration 44Q: 3 clusters Score -7669638 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -7669653.000000 Penalty: 5277.870117
	Iteration 45Q: 3 clusters Score -7669653 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -7669684.000000 Penalty: 5277.870117
	Iteration 46Q: 3 clusters Score -7669684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7669694.500000 Penalty: 5277.870117
	Iteration 47Q: 3 clusters Score -7669694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7669703.500000 Penalty: 5277.870117
	Iteration 48Q: 3 clusters Score -7669704 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -7669730.000000 Penalty: 5277.870117
	Iteration 49Q: 3 clusters Score -7669730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -7669742.000000 Penalty: 5277.870117
	Iteration 50Q: 3 clusters Score -7669742 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -7669772.000000 Penalty: 5277.870117
	Iteration 51Q: 3 clusters Score -7669772 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7669794.500000 Penalty: 5277.870117
	Iteration 52Q: 3 clusters Score -7669794 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7669819.500000 Penalty: 5277.870117
	Iteration 53Q: 3 clusters Score -7669820 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -7669822.500000 Penalty: 5277.870117
	Iteration 54Q: 3 clusters Score -7669822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -7669835.000000 Penalty: 5277.870117
	Iteration 55Q: 3 clusters Score -7669835 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7669830.500000 Penalty: 5277.870117
	Iteration 56Q: 3 clusters Score -7669830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -7669832.000000 Penalty: 5277.870117
	Iteration 57Q: 3 clusters Score -7669832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -7669840.500000 Penalty: 5277.870117
	Iteration 58Q: 3 clusters Score -7669840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7669852.500000 Penalty: 5277.870117
	Iteration 59Q: 3 clusters Score -7669852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7669850.500000 Penalty: 5277.870117
	Iteration 60F: 3 clusters Score -7669850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7669850.500000 Penalty: 5277.870117
	Iteration 61Q: 3 clusters Score -7669850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7669851.500000 Penalty: 5277.870117
	Iteration 62Q: 3 clusters Score -7669852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7669857.500000 Penalty: 5277.870117
	Iteration 63Q: 3 clusters Score -7669858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7669859.500000 Penalty: 5277.870117
	Iteration 64Q: 3 clusters Score -7669860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7669851.000000 Penalty: 5277.870117
	Iteration 65Q: 3 clusters Score -7669851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -7669863.000000 Penalty: 5277.870117
	Iteration 66Q: 3 clusters Score -7669863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -7669874.500000 Penalty: 5277.870117
	Iteration 67Q: 3 clusters Score -7669874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -7669886.500000 Penalty: 5277.870117
	Iteration 68Q: 3 clusters Score -7669886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7669893.000000 Penalty: 5277.870117
	Iteration 69Q: 3 clusters Score -7669893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -7669902.500000 Penalty: 5277.870117
	Iteration 70Q: 3 clusters Score -7669902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7669894.000000 Penalty: 5277.870117
	Iteration 71Q: 3 clusters Score -7669894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -7669901.000000 Penalty: 5277.870117
	Iteration 72Q: 3 clusters Score -7669901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7669900.000000 Penalty: 5277.870117
	Iteration 73Q: 3 clusters Score -7669900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7669904.500000 Penalty: 5277.870117
	Iteration 74Q: 3 clusters Score -7669904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7669905.000000 Penalty: 5277.870117
	Iteration 75Q: 3 clusters Score -7669905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7669912.000000 Penalty: 5277.870117
	Iteration 76Q: 3 clusters Score -7669912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7669911.500000 Penalty: 5277.870117
	Iteration 77Q: 3 clusters Score -7669912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7669910.000000 Penalty: 5277.870117
	Iteration 78Q: 3 clusters Score -7669910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7669908.500000 Penalty: 5277.870117
	Iteration 79Q: 3 clusters Score -7669908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7669914.000000 Penalty: 5277.870117
	Iteration 80F: 3 clusters Score -7669914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7669927.500000 Penalty: 5277.870117
	Iteration 81Q: 3 clusters Score -7669928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7669923.500000 Penalty: 5277.870117
	Iteration 82Q: 3 clusters Score -7669924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -7669921.500000 Penalty: 5277.870117
	Iteration 83Q: 3 clusters Score -7669922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7669933.000000 Penalty: 5277.870117
	Iteration 84Q: 3 clusters Score -7669933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7669932.500000 Penalty: 5277.870117
	Iteration 85Q: 3 clusters Score -7669932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7669936.000000 Penalty: 5277.870117
	Iteration 86Q: 3 clusters Score -7669936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7669932.500000 Penalty: 5277.870117
	Iteration 87Q: 3 clusters Score -7669932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7669932.500000 Penalty: 5277.870117
	Iteration 88F: 3 clusters Score -7669932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Entering Unmasked Estep 
Score: -7124691.000000 Penalty: 2621.005127
	Iteration 0F: 2 clusters Score -7124691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -7098377.500000 Penalty: 5242.010254
	Iteration 0F: 3 clusters Score -7098378 nChanged 17849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -7108073.500000 Penalty: 5242.010254
	Iteration 1F: 3 clusters Score -7108074 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -7108673.000000 Penalty: 5242.010254
	Iteration 2Q: 3 clusters Score -7108673 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -7109497.000000 Penalty: 5242.010254
	Iteration 3Q: 3 clusters Score -7109497 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -7110667.000000 Penalty: 5242.010254
	Iteration 4F: 3 clusters Score -7110667 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -7112306.000000 Penalty: 5242.010254
	Iteration 5F: 3 clusters Score -7112306 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -7114508.000000 Penalty: 5242.010254
	Iteration 6F: 3 clusters Score -7114508 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -7117307.500000 Penalty: 5242.010254
	Iteration 7F: 3 clusters Score -7117308 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -7120100.000000 Penalty: 5242.010254
	Iteration 8F: 3 clusters Score -7120100 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -7121905.000000 Penalty: 5242.010254
	Iteration 9Q: 3 clusters Score -7121905 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -7122500.500000 Penalty: 5242.010254
	Iteration 10Q: 3 clusters Score -7122500 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -7122689.500000 Penalty: 5242.010254
	Iteration 11Q: 3 clusters Score -7122690 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -7122816.500000 Penalty: 5242.010254
	Iteration 12Q: 3 clusters Score -7122816 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -7122872.000000 Penalty: 5242.010254
	Iteration 13Q: 3 clusters Score -7122872 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -7122921.000000 Penalty: 5242.010254
	Iteration 14Q: 3 clusters Score -7122921 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -7122976.500000 Penalty: 5242.010254
	Iteration 15Q: 3 clusters Score -7122976 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -7123014.000000 Penalty: 5242.010254
	Iteration 16Q: 3 clusters Score -7123014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -7123052.500000 Penalty: 5242.010254
	Iteration 17Q: 3 clusters Score -7123052 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -7123060.500000 Penalty: 5242.010254
	Iteration 18Q: 3 clusters Score -7123060 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -7123092.500000 Penalty: 5242.010254
	Iteration 19Q: 3 clusters Score -7123092 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -7123107.000000 Penalty: 5242.010254
	Iteration 20F: 3 clusters Score -7123107 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7123112.500000 Penalty: 5242.010254
	Iteration 21Q: 3 clusters Score -7123112 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -7123112.000000 Penalty: 5242.010254
	Iteration 22Q: 3 clusters Score -7123112 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -7123126.500000 Penalty: 5242.010254
	Iteration 23Q: 3 clusters Score -7123126 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -7123137.500000 Penalty: 5242.010254
	Iteration 24Q: 3 clusters Score -7123138 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -7123146.000000 Penalty: 5242.010254
	Iteration 25Q: 3 clusters Score -7123146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -7123163.500000 Penalty: 5242.010254
	Iteration 26Q: 3 clusters Score -7123164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -7123166.500000 Penalty: 5242.010254
	Iteration 27Q: 3 clusters Score -7123166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -7123177.000000 Penalty: 5242.010254
	Iteration 28Q: 3 clusters Score -7123177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7123182.000000 Penalty: 5242.010254
	Iteration 29Q: 3 clusters Score -7123182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -7123197.500000 Penalty: 5242.010254
	Iteration 30Q: 3 clusters Score -7123198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -7123193.500000 Penalty: 5242.010254
	Iteration 31Q: 3 clusters Score -7123194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7123193.500000 Penalty: 5242.010254
	Iteration 32Q: 3 clusters Score -7123194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -7123197.000000 Penalty: 5242.010254
	Iteration 33Q: 3 clusters Score -7123197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7123195.000000 Penalty: 5242.010254
	Iteration 34Q: 3 clusters Score -7123195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -7123189.000000 Penalty: 5242.010254
	Iteration 35Q: 3 clusters Score -7123189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -7123202.000000 Penalty: 5242.010254
	Iteration 36Q: 3 clusters Score -7123202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7123207.500000 Penalty: 5242.010254
	Iteration 37Q: 3 clusters Score -7123208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -7123211.500000 Penalty: 5242.010254
	Iteration 38Q: 3 clusters Score -7123212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -7123212.500000 Penalty: 5242.010254
	Iteration 39Q: 3 clusters Score -7123212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -7123219.000000 Penalty: 5242.010254
	Iteration 40F: 3 clusters Score -7123219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -7123225.500000 Penalty: 5242.010254
	Iteration 41Q: 3 clusters Score -7123226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7123225.000000 Penalty: 5242.010254
	Iteration 42Q: 3 clusters Score -7123225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7123231.000000 Penalty: 5242.010254
	Iteration 43Q: 3 clusters Score -7123231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -7123230.500000 Penalty: 5242.010254
	Iteration 44Q: 3 clusters Score -7123230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7123227.500000 Penalty: 5242.010254
	Iteration 45Q: 3 clusters Score -7123228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -7123230.500000 Penalty: 5242.010254
	Iteration 46Q: 3 clusters Score -7123230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7123232.500000 Penalty: 5242.010254
	Iteration 47Q: 3 clusters Score -7123232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -7123221.500000 Penalty: 5242.010254
	Iteration 48Q: 3 clusters Score -7123222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -7123227.000000 Penalty: 5242.010254
	Iteration 49Q: 3 clusters Score -7123227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -7123224.500000 Penalty: 5242.010254
	Iteration 50Q: 3 clusters Score -7123224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7123237.500000 Penalty: 5242.010254
	Iteration 51Q: 3 clusters Score -7123238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -7123237.000000 Penalty: 5242.010254
	Iteration 52Q: 3 clusters Score -7123237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -7123237.000000 Penalty: 5242.010254
	Iteration 53Q: 3 clusters Score -7123237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -7123236.500000 Penalty: 5242.010254
	Iteration 54Q: 3 clusters Score -7123236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7123234.500000 Penalty: 5242.010254
	Iteration 55Q: 3 clusters Score -7123234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -7123231.500000 Penalty: 5242.010254
	Iteration 56Q: 3 clusters Score -7123232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -7123225.000000 Penalty: 5242.010254
	Iteration 57Q: 3 clusters Score -7123225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -7123224.500000 Penalty: 5242.010254
	Iteration 58Q: 3 clusters Score -7123224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7123225.000000 Penalty: 5242.010254
	Iteration 59Q: 3 clusters Score -7123225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7123225.000000 Penalty: 5242.010254
	Iteration 60F: 3 clusters Score -7123225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Entering Unmasked Estep 
Score: -8110426.500000 Penalty: 2650.274170
	Iteration 0F: 2 clusters Score -8110426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -8081921.000000 Penalty: 5300.548340
	Iteration 0F: 3 clusters Score -8081921 nChanged 20010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -8092836.000000 Penalty: 5300.548340
	Iteration 1F: 3 clusters Score -8092836 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -8093242.500000 Penalty: 5300.548340
	Iteration 2Q: 3 clusters Score -8093242 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -8093637.500000 Penalty: 5300.548340
	Iteration 3Q: 3 clusters Score -8093638 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -8094029.000000 Penalty: 5300.548340
	Iteration 4Q: 3 clusters Score -8094029 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -8094472.000000 Penalty: 5300.548340
	Iteration 5Q: 3 clusters Score -8094472 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -8095159.500000 Penalty: 5300.548340
	Iteration 6Q: 3 clusters Score -8095160 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -8096290.000000 Penalty: 5300.548340
	Iteration 7Q: 3 clusters Score -8096290 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -8098068.000000 Penalty: 5300.548340
	Iteration 8F: 3 clusters Score -8098068 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -8100745.000000 Penalty: 5300.548340
	Iteration 9F: 3 clusters Score -8100745 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -8103664.000000 Penalty: 5300.548340
	Iteration 10F: 3 clusters Score -8103664 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -8105786.000000 Penalty: 5300.548340
	Iteration 11F: 3 clusters Score -8105786 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -8107221.000000 Penalty: 5300.548340
	Iteration 12Q: 3 clusters Score -8107221 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -8107775.000000 Penalty: 5300.548340
	Iteration 13Q: 3 clusters Score -8107775 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -8107988.000000 Penalty: 5300.548340
	Iteration 14Q: 3 clusters Score -8107988 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -8108096.500000 Penalty: 5300.548340
	Iteration 15Q: 3 clusters Score -8108096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -8108153.500000 Penalty: 5300.548340
	Iteration 16Q: 3 clusters Score -8108154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -8108187.500000 Penalty: 5300.548340
	Iteration 17Q: 3 clusters Score -8108188 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -8108209.500000 Penalty: 5300.548340
	Iteration 18Q: 3 clusters Score -8108210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -8108207.500000 Penalty: 5300.548340
	Iteration 19Q: 3 clusters Score -8108208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -8108219.500000 Penalty: 5300.548340
	Iteration 20F: 3 clusters Score -8108220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8108229.000000 Penalty: 5300.548340
	Iteration 21Q: 3 clusters Score -8108229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -8108231.500000 Penalty: 5300.548340
	Iteration 22Q: 3 clusters Score -8108232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -8108232.500000 Penalty: 5300.548340
	Iteration 23Q: 3 clusters Score -8108232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -8108227.000000 Penalty: 5300.548340
	Iteration 24Q: 3 clusters Score -8108227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -8108232.500000 Penalty: 5300.548340
	Iteration 25Q: 3 clusters Score -8108232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -8108227.500000 Penalty: 5300.548340
	Iteration 26Q: 3 clusters Score -8108228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -8108229.000000 Penalty: 5300.548340
	Iteration 27Q: 3 clusters Score -8108229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -8108232.500000 Penalty: 5300.548340
	Iteration 28Q: 3 clusters Score -8108232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -8108235.500000 Penalty: 5300.548340
	Iteration 29Q: 3 clusters Score -8108236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -8108234.000000 Penalty: 5300.548340
	Iteration 30Q: 3 clusters Score -8108234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -8108232.000000 Penalty: 5300.548340
	Iteration 31Q: 3 clusters Score -8108232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -8108235.500000 Penalty: 5300.548340
	Iteration 32Q: 3 clusters Score -8108236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -8108234.500000 Penalty: 5300.548340
	Iteration 33Q: 3 clusters Score -8108234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -8108234.500000 Penalty: 5300.548340
	Iteration 34F: 3 clusters Score -8108234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Entering Unmasked Estep 
Score: -5980523.000000 Penalty: 2582.880859
	Iteration 0F: 2 clusters Score -5980523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -5957872.000000 Penalty: 5165.761719
	Iteration 0F: 3 clusters Score -5957872 nChanged 15071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -5966082.500000 Penalty: 5165.761719
	Iteration 1F: 3 clusters Score -5966082 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -5966541.000000 Penalty: 5165.761719
	Iteration 2Q: 3 clusters Score -5966541 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -5966925.000000 Penalty: 5165.761719
	Iteration 3Q: 3 clusters Score -5966925 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -5967325.000000 Penalty: 5165.761719
	Iteration 4Q: 3 clusters Score -5967325 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -5967632.000000 Penalty: 5165.761719
	Iteration 5Q: 3 clusters Score -5967632 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -5967945.000000 Penalty: 5165.761719
	Iteration 6Q: 3 clusters Score -5967945 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -5968281.500000 Penalty: 5165.761719
	Iteration 7Q: 3 clusters Score -5968282 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -5968662.000000 Penalty: 5165.761719
	Iteration 8Q: 3 clusters Score -5968662 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -5969100.500000 Penalty: 5165.761719
	Iteration 9Q: 3 clusters Score -5969100 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5969739.500000 Penalty: 5165.761719
	Iteration 10Q: 3 clusters Score -5969740 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -5970668.000000 Penalty: 5165.761719
	Iteration 11Q: 3 clusters Score -5970668 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -5971947.500000 Penalty: 5165.761719
	Iteration 12F: 3 clusters Score -5971948 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -5973370.500000 Penalty: 5165.761719
	Iteration 13F: 3 clusters Score -5973370 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -5974677.000000 Penalty: 5165.761719
	Iteration 14F: 3 clusters Score -5974677 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -5975526.500000 Penalty: 5165.761719
	Iteration 15Q: 3 clusters Score -5975526 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -5976262.500000 Penalty: 5165.761719
	Iteration 16Q: 3 clusters Score -5976262 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5976924.000000 Penalty: 5165.761719
	Iteration 17Q: 3 clusters Score -5976924 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -5977486.000000 Penalty: 5165.761719
	Iteration 18Q: 3 clusters Score -5977486 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5977969.000000 Penalty: 5165.761719
	Iteration 19Q: 3 clusters Score -5977969 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5978294.500000 Penalty: 5165.761719
	Iteration 20F: 3 clusters Score -5978294 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5978513.500000 Penalty: 5165.761719
	Iteration 21Q: 3 clusters Score -5978514 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5978660.000000 Penalty: 5165.761719
	Iteration 22Q: 3 clusters Score -5978660 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5978744.500000 Penalty: 5165.761719
	Iteration 23Q: 3 clusters Score -5978744 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5978802.000000 Penalty: 5165.761719
	Iteration 24Q: 3 clusters Score -5978802 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5978850.500000 Penalty: 5165.761719
	Iteration 25Q: 3 clusters Score -5978850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5978868.500000 Penalty: 5165.761719
	Iteration 26Q: 3 clusters Score -5978868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5978871.000000 Penalty: 5165.761719
	Iteration 27Q: 3 clusters Score -5978871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -5978880.500000 Penalty: 5165.761719
	Iteration 28Q: 3 clusters Score -5978880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5978896.000000 Penalty: 5165.761719
	Iteration 29Q: 3 clusters Score -5978896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5978897.000000 Penalty: 5165.761719
	Iteration 30Q: 3 clusters Score -5978897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5978899.500000 Penalty: 5165.761719
	Iteration 31Q: 3 clusters Score -5978900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5978903.000000 Penalty: 5165.761719
	Iteration 32Q: 3 clusters Score -5978903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5978910.500000 Penalty: 5165.761719
	Iteration 33Q: 3 clusters Score -5978910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5978911.500000 Penalty: 5165.761719
	Iteration 34Q: 3 clusters Score -5978912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5978902.000000 Penalty: 5165.761719
	Iteration 35Q: 3 clusters Score -5978902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5978906.000000 Penalty: 5165.761719
	Iteration 36Q: 3 clusters Score -5978906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5978908.500000 Penalty: 5165.761719
	Iteration 37Q: 3 clusters Score -5978908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5978911.000000 Penalty: 5165.761719
	Iteration 38Q: 3 clusters Score -5978911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5978914.500000 Penalty: 5165.761719
	Iteration 39Q: 3 clusters Score -5978914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5978918.000000 Penalty: 5165.761719
	Iteration 40F: 3 clusters Score -5978918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5978912.500000 Penalty: 5165.761719
	Iteration 41Q: 3 clusters Score -5978912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5978922.500000 Penalty: 5165.761719
	Iteration 42Q: 3 clusters Score -5978922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5978928.500000 Penalty: 5165.761719
	Iteration 43Q: 3 clusters Score -5978928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5978922.000000 Penalty: 5165.761719
	Iteration 44Q: 3 clusters Score -5978922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5978919.000000 Penalty: 5165.761719
	Iteration 45Q: 3 clusters Score -5978919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5978920.000000 Penalty: 5165.761719
	Iteration 46Q: 3 clusters Score -5978920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5978921.000000 Penalty: 5165.761719
	Iteration 47Q: 3 clusters Score -5978921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5978921.000000 Penalty: 5165.761719
	Iteration 48F: 3 clusters Score -5978921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Entering Unmasked Estep 
Score: -8275197.500000 Penalty: 2658.549561
	Iteration 0F: 2 clusters Score -8275198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -8245375.000000 Penalty: 5317.099121
	Iteration 0F: 3 clusters Score -8245375 nChanged 20836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -8256477.000000 Penalty: 5317.099121
	Iteration 1F: 3 clusters Score -8256477 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -8256980.500000 Penalty: 5317.099121
	Iteration 2Q: 3 clusters Score -8256980 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -8257432.000000 Penalty: 5317.099121
	Iteration 3Q: 3 clusters Score -8257432 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -8257972.000000 Penalty: 5317.099121
	Iteration 4Q: 3 clusters Score -8257972 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -8258591.000000 Penalty: 5317.099121
	Iteration 5Q: 3 clusters Score -8258591 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -8259365.000000 Penalty: 5317.099121
	Iteration 6Q: 3 clusters Score -8259365 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -8260398.500000 Penalty: 5317.099121
	Iteration 7Q: 3 clusters Score -8260398 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -8261620.500000 Penalty: 5317.099121
	Iteration 8Q: 3 clusters Score -8261620 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -8263135.500000 Penalty: 5317.099121
	Iteration 9F: 3 clusters Score -8263136 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -8264637.500000 Penalty: 5317.099121
	Iteration 10F: 3 clusters Score -8264638 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -8265988.500000 Penalty: 5317.099121
	Iteration 11F: 3 clusters Score -8265988 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -8267015.000000 Penalty: 5317.099121
	Iteration 12Q: 3 clusters Score -8267015 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -8267745.000000 Penalty: 5317.099121
	Iteration 13Q: 3 clusters Score -8267745 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -8268113.000000 Penalty: 5317.099121
	Iteration 14Q: 3 clusters Score -8268113 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -8268243.000000 Penalty: 5317.099121
	Iteration 15Q: 3 clusters Score -8268243 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -8268353.500000 Penalty: 5317.099121
	Iteration 16Q: 3 clusters Score -8268354 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -8268461.500000 Penalty: 5317.099121
	Iteration 17Q: 3 clusters Score -8268462 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -8268517.000000 Penalty: 5317.099121
	Iteration 18Q: 3 clusters Score -8268517 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -8268598.000000 Penalty: 5317.099121
	Iteration 19Q: 3 clusters Score -8268598 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -8268664.000000 Penalty: 5317.099121
	Iteration 20F: 3 clusters Score -8268664 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -8268719.000000 Penalty: 5317.099121
	Iteration 21Q: 3 clusters Score -8268719 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -8268774.000000 Penalty: 5317.099121
	Iteration 22Q: 3 clusters Score -8268774 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -8268845.000000 Penalty: 5317.099121
	Iteration 23Q: 3 clusters Score -8268845 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -8268953.000000 Penalty: 5317.099121
	Iteration 24Q: 3 clusters Score -8268953 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -8269035.500000 Penalty: 5317.099121
	Iteration 25Q: 3 clusters Score -8269036 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -8269130.500000 Penalty: 5317.099121
	Iteration 26Q: 3 clusters Score -8269130 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -8269261.000000 Penalty: 5317.099121
	Iteration 27Q: 3 clusters Score -8269261 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -8269365.000000 Penalty: 5317.099121
	Iteration 28Q: 3 clusters Score -8269365 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -8269522.500000 Penalty: 5317.099121
	Iteration 29Q: 3 clusters Score -8269522 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -8269717.000000 Penalty: 5317.099121
	Iteration 30Q: 3 clusters Score -8269717 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -8269874.000000 Penalty: 5317.099121
	Iteration 31Q: 3 clusters Score -8269874 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -8270093.500000 Penalty: 5317.099121
	Iteration 32Q: 3 clusters Score -8270094 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -8270287.000000 Penalty: 5317.099121
	Iteration 33Q: 3 clusters Score -8270287 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -8270484.500000 Penalty: 5317.099121
	Iteration 34Q: 3 clusters Score -8270484 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -8270716.500000 Penalty: 5317.099121
	Iteration 35Q: 3 clusters Score -8270716 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -8270913.500000 Penalty: 5317.099121
	Iteration 36Q: 3 clusters Score -8270914 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -8271149.500000 Penalty: 5317.099121
	Iteration 37Q: 3 clusters Score -8271150 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -8271314.500000 Penalty: 5317.099121
	Iteration 38Q: 3 clusters Score -8271314 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -8271436.000000 Penalty: 5317.099121
	Iteration 39Q: 3 clusters Score -8271436 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -8271661.500000 Penalty: 5317.099121
	Iteration 40F: 3 clusters Score -8271662 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -8271857.500000 Penalty: 5317.099121
	Iteration 41Q: 3 clusters Score -8271858 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -8272021.500000 Penalty: 5317.099121
	Iteration 42Q: 3 clusters Score -8272022 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -8272159.000000 Penalty: 5317.099121
	Iteration 43Q: 3 clusters Score -8272159 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -8272264.000000 Penalty: 5317.099121
	Iteration 44Q: 3 clusters Score -8272264 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -8272379.000000 Penalty: 5317.099121
	Iteration 45Q: 3 clusters Score -8272379 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -8272490.000000 Penalty: 5317.099121
	Iteration 46Q: 3 clusters Score -8272490 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -8272619.500000 Penalty: 5317.099121
	Iteration 47Q: 3 clusters Score -8272620 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -8272703.000000 Penalty: 5317.099121
	Iteration 48Q: 3 clusters Score -8272703 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -8272824.000000 Penalty: 5317.099121
	Iteration 49Q: 3 clusters Score -8272824 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -8272932.500000 Penalty: 5317.099121
	Iteration 50Q: 3 clusters Score -8272932 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -8273039.000000 Penalty: 5317.099121
	Iteration 51Q: 3 clusters Score -8273039 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -8273113.000000 Penalty: 5317.099121
	Iteration 52Q: 3 clusters Score -8273113 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -8273153.000000 Penalty: 5317.099121
	Iteration 53Q: 3 clusters Score -8273153 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -8273218.500000 Penalty: 5317.099121
	Iteration 54Q: 3 clusters Score -8273218 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -8273301.000000 Penalty: 5317.099121
	Iteration 55Q: 3 clusters Score -8273301 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -8273395.500000 Penalty: 5317.099121
	Iteration 56Q: 3 clusters Score -8273396 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -8273460.000000 Penalty: 5317.099121
	Iteration 57Q: 3 clusters Score -8273460 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -8273528.500000 Penalty: 5317.099121
	Iteration 58Q: 3 clusters Score -8273528 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -8273571.000000 Penalty: 5317.099121
	Iteration 59Q: 3 clusters Score -8273571 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -8273598.000000 Penalty: 5317.099121
	Iteration 60F: 3 clusters Score -8273598 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -8273597.000000 Penalty: 5317.099121
	Iteration 61Q: 3 clusters Score -8273597 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -8273627.000000 Penalty: 5317.099121
	Iteration 62Q: 3 clusters Score -8273627 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -8273634.500000 Penalty: 5317.099121
	Iteration 63Q: 3 clusters Score -8273634 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -8273679.000000 Penalty: 5317.099121
	Iteration 64Q: 3 clusters Score -8273679 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -8273718.500000 Penalty: 5317.099121
	Iteration 65Q: 3 clusters Score -8273718 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -8273726.500000 Penalty: 5317.099121
	Iteration 66Q: 3 clusters Score -8273726 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -8273734.500000 Penalty: 5317.099121
	Iteration 67Q: 3 clusters Score -8273734 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -8273734.500000 Penalty: 5317.099121
	Iteration 68Q: 3 clusters Score -8273734 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -8273732.000000 Penalty: 5317.099121
	Iteration 69Q: 3 clusters Score -8273732 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -8273749.500000 Penalty: 5317.099121
	Iteration 70Q: 3 clusters Score -8273750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -8273778.000000 Penalty: 5317.099121
	Iteration 71Q: 3 clusters Score -8273778 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -8273764.000000 Penalty: 5317.099121
	Iteration 72Q: 3 clusters Score -8273764 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -8273768.000000 Penalty: 5317.099121
	Iteration 73Q: 3 clusters Score -8273768 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -8273780.500000 Penalty: 5317.099121
	Iteration 74Q: 3 clusters Score -8273780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -8273798.500000 Penalty: 5317.099121
	Iteration 75Q: 3 clusters Score -8273798 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -8273806.000000 Penalty: 5317.099121
	Iteration 76Q: 3 clusters Score -8273806 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -8273827.500000 Penalty: 5317.099121
	Iteration 77Q: 3 clusters Score -8273828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -8273839.000000 Penalty: 5317.099121
	Iteration 78Q: 3 clusters Score -8273839 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -8273835.000000 Penalty: 5317.099121
	Iteration 79Q: 3 clusters Score -8273835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -8273843.500000 Penalty: 5317.099121
	Iteration 80F: 3 clusters Score -8273844 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -8273853.500000 Penalty: 5317.099121
	Iteration 81Q: 3 clusters Score -8273854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -8273842.500000 Penalty: 5317.099121
	Iteration 82Q: 3 clusters Score -8273842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -8273828.000000 Penalty: 5317.099121
	Iteration 83Q: 3 clusters Score -8273828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -8273839.500000 Penalty: 5317.099121
	Iteration 84Q: 3 clusters Score -8273840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -8273834.000000 Penalty: 5317.099121
	Iteration 85Q: 3 clusters Score -8273834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -8273826.000000 Penalty: 5317.099121
	Iteration 86Q: 3 clusters Score -8273826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -8273832.000000 Penalty: 5317.099121
	Iteration 87Q: 3 clusters Score -8273832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -8273831.000000 Penalty: 5317.099121
	Iteration 88Q: 3 clusters Score -8273831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -8273838.000000 Penalty: 5317.099121
	Iteration 89Q: 3 clusters Score -8273838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -8273840.500000 Penalty: 5317.099121
	Iteration 90Q: 3 clusters Score -8273840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -8273835.500000 Penalty: 5317.099121
	Iteration 91Q: 3 clusters Score -8273836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -8273838.500000 Penalty: 5317.099121
	Iteration 92Q: 3 clusters Score -8273838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -8273845.000000 Penalty: 5317.099121
	Iteration 93Q: 3 clusters Score -8273845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -8273855.500000 Penalty: 5317.099121
	Iteration 94Q: 3 clusters Score -8273856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -8273853.000000 Penalty: 5317.099121
	Iteration 95Q: 3 clusters Score -8273853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -8273858.500000 Penalty: 5317.099121
	Iteration 96Q: 3 clusters Score -8273858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -8273877.000000 Penalty: 5317.099121
	Iteration 97Q: 3 clusters Score -8273877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -8273862.000000 Penalty: 5317.099121
	Iteration 98Q: 3 clusters Score -8273862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -8273882.000000 Penalty: 5317.099121
	Iteration 99Q: 3 clusters Score -8273882 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -8273884.000000 Penalty: 5317.099121
	Iteration 100F: 3 clusters Score -8273884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -8273897.000000 Penalty: 5317.099121
	Iteration 101Q: 3 clusters Score -8273897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -8273892.000000 Penalty: 5317.099121
	Iteration 102Q: 3 clusters Score -8273892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -8273894.000000 Penalty: 5317.099121
	Iteration 103Q: 3 clusters Score -8273894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -8273906.500000 Penalty: 5317.099121
	Iteration 104Q: 3 clusters Score -8273906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -8273908.000000 Penalty: 5317.099121
	Iteration 105Q: 3 clusters Score -8273908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -8273914.500000 Penalty: 5317.099121
	Iteration 106Q: 3 clusters Score -8273914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -8273908.000000 Penalty: 5317.099121
	Iteration 107Q: 3 clusters Score -8273908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -8273904.000000 Penalty: 5317.099121
	Iteration 108Q: 3 clusters Score -8273904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -8273905.500000 Penalty: 5317.099121
	Iteration 109Q: 3 clusters Score -8273906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -8273906.000000 Penalty: 5317.099121
	Iteration 110Q: 3 clusters Score -8273906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -8273925.000000 Penalty: 5317.099121
	Iteration 111Q: 3 clusters Score -8273925 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -8273928.500000 Penalty: 5317.099121
	Iteration 112Q: 3 clusters Score -8273928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -8273926.500000 Penalty: 5317.099121
	Iteration 113Q: 3 clusters Score -8273926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -8273930.500000 Penalty: 5317.099121
	Iteration 114Q: 3 clusters Score -8273930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -8273923.000000 Penalty: 5317.099121
	Iteration 115Q: 3 clusters Score -8273923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -8273934.500000 Penalty: 5317.099121
	Iteration 116Q: 3 clusters Score -8273934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -8273924.000000 Penalty: 5317.099121
	Iteration 117Q: 3 clusters Score -8273924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -8273938.500000 Penalty: 5317.099121
	Iteration 118Q: 3 clusters Score -8273938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -8273927.000000 Penalty: 5317.099121
	Iteration 119Q: 3 clusters Score -8273927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -8273937.000000 Penalty: 5317.099121
	Iteration 120F: 3 clusters Score -8273937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -8273931.500000 Penalty: 5317.099121
	Iteration 121Q: 3 clusters Score -8273932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -8273942.500000 Penalty: 5317.099121
	Iteration 122Q: 3 clusters Score -8273942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -8273946.000000 Penalty: 5317.099121
	Iteration 123Q: 3 clusters Score -8273946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -8273943.000000 Penalty: 5317.099121
	Iteration 124Q: 3 clusters Score -8273943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -8273956.000000 Penalty: 5317.099121
	Iteration 125Q: 3 clusters Score -8273956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -8273959.000000 Penalty: 5317.099121
	Iteration 126Q: 3 clusters Score -8273959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -8273954.500000 Penalty: 5317.099121
	Iteration 127Q: 3 clusters Score -8273954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -8273957.000000 Penalty: 5317.099121
	Iteration 128Q: 3 clusters Score -8273957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -8273956.500000 Penalty: 5317.099121
	Iteration 129Q: 3 clusters Score -8273956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -8273967.500000 Penalty: 5317.099121
	Iteration 130Q: 3 clusters Score -8273968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -8273972.000000 Penalty: 5317.099121
	Iteration 131Q: 3 clusters Score -8273972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -8273965.500000 Penalty: 5317.099121
	Iteration 132Q: 3 clusters Score -8273966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -8273965.000000 Penalty: 5317.099121
	Iteration 133Q: 3 clusters Score -8273965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -8273966.500000 Penalty: 5317.099121
	Iteration 134Q: 3 clusters Score -8273966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -8273965.000000 Penalty: 5317.099121
	Iteration 135Q: 3 clusters Score -8273965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -8273969.000000 Penalty: 5317.099121
	Iteration 136Q: 3 clusters Score -8273969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -8273970.000000 Penalty: 5317.099121
	Iteration 137Q: 3 clusters Score -8273970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -8273968.500000 Penalty: 5317.099121
	Iteration 138Q: 3 clusters Score -8273968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -8273967.500000 Penalty: 5317.099121
	Iteration 139Q: 3 clusters Score -8273968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -8273963.000000 Penalty: 5317.099121
	Iteration 140F: 3 clusters Score -8273963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -8273966.500000 Penalty: 5317.099121
	Iteration 141Q: 3 clusters Score -8273966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -8273977.000000 Penalty: 5317.099121
	Iteration 142Q: 3 clusters Score -8273977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -8273972.500000 Penalty: 5317.099121
	Iteration 143Q: 3 clusters Score -8273972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -8273973.500000 Penalty: 5317.099121
	Iteration 144Q: 3 clusters Score -8273974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -8273978.500000 Penalty: 5317.099121
	Iteration 145Q: 3 clusters Score -8273978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -8273975.000000 Penalty: 5317.099121
	Iteration 146Q: 3 clusters Score -8273975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -8273977.000000 Penalty: 5317.099121
	Iteration 147Q: 3 clusters Score -8273977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -8273980.500000 Penalty: 5317.099121
	Iteration 148Q: 3 clusters Score -8273980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -8273977.500000 Penalty: 5317.099121
	Iteration 149Q: 3 clusters Score -8273978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -8273985.500000 Penalty: 5317.099121
	Iteration 150Q: 3 clusters Score -8273986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -8273985.000000 Penalty: 5317.099121
	Iteration 151Q: 3 clusters Score -8273985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -8273987.500000 Penalty: 5317.099121
	Iteration 152Q: 3 clusters Score -8273988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -8273990.500000 Penalty: 5317.099121
	Iteration 153Q: 3 clusters Score -8273990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 40503 members 
Entering Unmasked Estep 
Score: -8273990.500000 Penalty: 5317.099121
	Iteration 154F: 3 clusters Score -8273990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -84324.250000 Penalty: 1478.967651
	Iteration 0F: 2 clusters Score -84324.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -83025.570312 Penalty: 2957.935303
	Iteration 0F: 3 clusters Score -83025.57 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -83190.148438 Penalty: 2957.935303
	Iteration 1F: 3 clusters Score -83190.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -83264.218750 Penalty: 2957.935303
	Iteration 2Q: 3 clusters Score -83264.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -83348.664062 Penalty: 2957.935303
	Iteration 3Q: 3 clusters Score -83348.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -83404.960938 Penalty: 2957.935303
	Iteration 4Q: 3 clusters Score -83404.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -83442.867188 Penalty: 2957.935303
	Iteration 5Q: 3 clusters Score -83442.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -83455.476562 Penalty: 2957.935303
	Iteration 6Q: 3 clusters Score -83455.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -83478.578125 Penalty: 2957.935303
	Iteration 7Q: 3 clusters Score -83478.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -83493.812500 Penalty: 2957.935303
	Iteration 8Q: 3 clusters Score -83493.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -83504.171875 Penalty: 2957.935303
	Iteration 9Q: 3 clusters Score -83504.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -83531.007812 Penalty: 2957.935303
	Iteration 10Q: 3 clusters Score -83531.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -83532.164062 Penalty: 2957.935303
	Iteration 11Q: 3 clusters Score -83532.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -83532.164062 Penalty: 2957.935303
	Iteration 12F: 3 clusters Score -83532.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -44229.050781 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -44229.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42848.250000 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -42848.25 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43041.027344 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -43041.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43122.117188 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -43122.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43176.871094 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -43176.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43204.781250 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -43204.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43232.988281 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -43232.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43256.699219 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -43256.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43271.843750 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -43271.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43285.078125 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -43285.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43289.222656 Penalty: 2977.927979
	Iteration 9Q: 3 clusters Score -43289.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43294.851562 Penalty: 2977.927979
	Iteration 10Q: 3 clusters Score -43294.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43294.851562 Penalty: 2977.927979
	Iteration 11F: 3 clusters Score -43294.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -90312.640625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -90312.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88687.312500 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -88687.31 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88974.359375 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -88974.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -89107.500000 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -89107.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -89233.101562 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -89233.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89360.882812 Penalty: 3197.076904
	Iteration 4F: 3 clusters Score -89360.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -89588.125000 Penalty: 3197.076904
	Iteration 5F: 3 clusters Score -89588.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -89800.867188 Penalty: 3197.076904
	Iteration 6F: 3 clusters Score -89800.87 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -90118.054688 Penalty: 3197.076904
	Iteration 7F: 3 clusters Score -90118.05 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -90533.539062 Penalty: 3197.076904
	Iteration 8F: 3 clusters Score -90533.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90744.867188 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -90744.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -90845.250000 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -90845.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90929.117188 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -90929.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -90965.382812 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -90965.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90980.093750 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -90980.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90991.820312 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -90991.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90994.492188 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -90994.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -90998.492188 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -90998.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -90998.492188 Penalty: 3197.076904
	Iteration 17F: 3 clusters Score -90998.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 41422 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47228 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42974 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45224 members 
Mstep: Class 9 contains 41809 members 
Mstep: Class 10 contains 45378 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44746 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40735 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43436 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 38893 members 
Mstep: Class 19 contains 43765 members 
Mstep: Class 20 contains 33351 members 
Mstep: Class 21 contains 45250 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 347 members 
Mstep: Class 25 contains 49343 members 
Mstep: Class 26 contains 283 members 
Entering Unmasked Estep 
Score: -126930016.000000 Penalty: 86770.679688
Splitting cluster 24 changes total score from -126930880.000000 to -126930016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (49343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Entering Unmasked Estep 
Score: -9247612.000000 Penalty: 2680.024658
	Iteration 0F: 2 clusters Score -9247612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -9219260.000000 Penalty: 5360.049316
	Iteration 0F: 3 clusters Score -9219260 nChanged 22968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -9232057.000000 Penalty: 5360.049316
	Iteration 1F: 3 clusters Score -9232057 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -9232634.000000 Penalty: 5360.049316
	Iteration 2Q: 3 clusters Score -9232634 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -9233210.000000 Penalty: 5360.049316
	Iteration 3Q: 3 clusters Score -9233210 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -9233758.000000 Penalty: 5360.049316
	Iteration 4Q: 3 clusters Score -9233758 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -9234406.000000 Penalty: 5360.049316
	Iteration 5Q: 3 clusters Score -9234406 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -9235130.000000 Penalty: 5360.049316
	Iteration 6Q: 3 clusters Score -9235130 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -9236051.000000 Penalty: 5360.049316
	Iteration 7Q: 3 clusters Score -9236051 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -9237267.000000 Penalty: 5360.049316
	Iteration 8Q: 3 clusters Score -9237267 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -9238820.000000 Penalty: 5360.049316
	Iteration 9F: 3 clusters Score -9238820 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -9240462.000000 Penalty: 5360.049316
	Iteration 10F: 3 clusters Score -9240462 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -9241704.000000 Penalty: 5360.049316
	Iteration 11Q: 3 clusters Score -9241704 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -9242417.000000 Penalty: 5360.049316
	Iteration 12Q: 3 clusters Score -9242417 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -9242689.000000 Penalty: 5360.049316
	Iteration 13Q: 3 clusters Score -9242689 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -9242879.000000 Penalty: 5360.049316
	Iteration 14Q: 3 clusters Score -9242879 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -9243000.000000 Penalty: 5360.049316
	Iteration 15Q: 3 clusters Score -9243000 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -9243162.000000 Penalty: 5360.049316
	Iteration 16Q: 3 clusters Score -9243162 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -9243315.000000 Penalty: 5360.049316
	Iteration 17Q: 3 clusters Score -9243315 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -9243453.000000 Penalty: 5360.049316
	Iteration 18Q: 3 clusters Score -9243453 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -9243567.000000 Penalty: 5360.049316
	Iteration 19Q: 3 clusters Score -9243567 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -9243686.000000 Penalty: 5360.049316
	Iteration 20F: 3 clusters Score -9243686 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -9243825.000000 Penalty: 5360.049316
	Iteration 21Q: 3 clusters Score -9243825 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -9243921.000000 Penalty: 5360.049316
	Iteration 22Q: 3 clusters Score -9243921 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -9244013.000000 Penalty: 5360.049316
	Iteration 23Q: 3 clusters Score -9244013 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -9244113.000000 Penalty: 5360.049316
	Iteration 24Q: 3 clusters Score -9244113 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -9244286.000000 Penalty: 5360.049316
	Iteration 25Q: 3 clusters Score -9244286 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -9244415.000000 Penalty: 5360.049316
	Iteration 26Q: 3 clusters Score -9244415 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -9244616.000000 Penalty: 5360.049316
	Iteration 27Q: 3 clusters Score -9244616 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -9244813.000000 Penalty: 5360.049316
	Iteration 28Q: 3 clusters Score -9244813 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -9245008.000000 Penalty: 5360.049316
	Iteration 29Q: 3 clusters Score -9245008 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -9245229.000000 Penalty: 5360.049316
	Iteration 30Q: 3 clusters Score -9245229 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -9245441.000000 Penalty: 5360.049316
	Iteration 31Q: 3 clusters Score -9245441 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -9245722.000000 Penalty: 5360.049316
	Iteration 32Q: 3 clusters Score -9245722 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -9245966.000000 Penalty: 5360.049316
	Iteration 33Q: 3 clusters Score -9245966 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -9246187.000000 Penalty: 5360.049316
	Iteration 34Q: 3 clusters Score -9246187 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -9246384.000000 Penalty: 5360.049316
	Iteration 35Q: 3 clusters Score -9246384 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -9246555.000000 Penalty: 5360.049316
	Iteration 36Q: 3 clusters Score -9246555 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -9246763.000000 Penalty: 5360.049316
	Iteration 37Q: 3 clusters Score -9246763 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -9246952.000000 Penalty: 5360.049316
	Iteration 38Q: 3 clusters Score -9246952 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -9247078.000000 Penalty: 5360.049316
	Iteration 39Q: 3 clusters Score -9247078 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -9247223.000000 Penalty: 5360.049316
	Iteration 40F: 3 clusters Score -9247223 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -9247324.000000 Penalty: 5360.049316
	Iteration 41Q: 3 clusters Score -9247324 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -9247435.000000 Penalty: 5360.049316
	Iteration 42Q: 3 clusters Score -9247435 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -9247518.000000 Penalty: 5360.049316
	Iteration 43Q: 3 clusters Score -9247518 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -9247621.000000 Penalty: 5360.049316
	Iteration 44Q: 3 clusters Score -9247621 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -9247750.000000 Penalty: 5360.049316
	Iteration 45Q: 3 clusters Score -9247750 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -9247795.000000 Penalty: 5360.049316
	Iteration 46Q: 3 clusters Score -9247795 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -9247878.000000 Penalty: 5360.049316
	Iteration 47Q: 3 clusters Score -9247878 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -9247997.000000 Penalty: 5360.049316
	Iteration 48Q: 3 clusters Score -9247997 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -9248009.000000 Penalty: 5360.049316
	Iteration 49Q: 3 clusters Score -9248009 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -9247880.000000 Penalty: 5360.049316
	Iteration 50Q: 3 clusters Score -9247880 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -9247853.000000 Penalty: 5360.049316
	Iteration 51Q: 3 clusters Score -9247853 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -9247712.000000 Penalty: 5360.049316
	Iteration 52Q: 3 clusters Score -9247712 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -9247648.000000 Penalty: 5360.049316
	Iteration 53Q: 3 clusters Score -9247648 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -9247563.000000 Penalty: 5360.049316
	Iteration 54Q: 3 clusters Score -9247563 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -9247389.000000 Penalty: 5360.049316
	Iteration 55Q: 3 clusters Score -9247389 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -9247224.000000 Penalty: 5360.049316
	Iteration 56Q: 3 clusters Score -9247224 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -9247049.000000 Penalty: 5360.049316
	Iteration 57Q: 3 clusters Score -9247049 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9246863.000000 Penalty: 5360.049316
	Iteration 58Q: 3 clusters Score -9246863 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9246737.000000 Penalty: 5360.049316
	Iteration 59Q: 3 clusters Score -9246737 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9246615.000000 Penalty: 5360.049316
	Iteration 60F: 3 clusters Score -9246615 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9246497.000000 Penalty: 5360.049316
	Iteration 61Q: 3 clusters Score -9246497 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9246382.000000 Penalty: 5360.049316
	Iteration 62Q: 3 clusters Score -9246382 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9246331.000000 Penalty: 5360.049316
	Iteration 63Q: 3 clusters Score -9246331 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9246258.000000 Penalty: 5360.049316
	Iteration 64Q: 3 clusters Score -9246258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9246241.000000 Penalty: 5360.049316
	Iteration 65Q: 3 clusters Score -9246241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9246190.000000 Penalty: 5360.049316
	Iteration 66Q: 3 clusters Score -9246190 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9246182.000000 Penalty: 5360.049316
	Iteration 67Q: 3 clusters Score -9246182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9246160.000000 Penalty: 5360.049316
	Iteration 68Q: 3 clusters Score -9246160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9246142.000000 Penalty: 5360.049316
	Iteration 69Q: 3 clusters Score -9246142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9246089.000000 Penalty: 5360.049316
	Iteration 70Q: 3 clusters Score -9246089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9246085.000000 Penalty: 5360.049316
	Iteration 71Q: 3 clusters Score -9246085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9246077.000000 Penalty: 5360.049316
	Iteration 72Q: 3 clusters Score -9246077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9246070.000000 Penalty: 5360.049316
	Iteration 73Q: 3 clusters Score -9246070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9246076.000000 Penalty: 5360.049316
	Iteration 74Q: 3 clusters Score -9246076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9246065.000000 Penalty: 5360.049316
	Iteration 75Q: 3 clusters Score -9246065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9246061.000000 Penalty: 5360.049316
	Iteration 76Q: 3 clusters Score -9246061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9246061.000000 Penalty: 5360.049316
	Iteration 77Q: 3 clusters Score -9246061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9246071.000000 Penalty: 5360.049316
	Iteration 78Q: 3 clusters Score -9246071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9246067.000000 Penalty: 5360.049316
	Iteration 79Q: 3 clusters Score -9246067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9246065.000000 Penalty: 5360.049316
	Iteration 80F: 3 clusters Score -9246065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9246059.000000 Penalty: 5360.049316
	Iteration 81Q: 3 clusters Score -9246059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9246063.000000 Penalty: 5360.049316
	Iteration 82Q: 3 clusters Score -9246063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9246059.000000 Penalty: 5360.049316
	Iteration 83Q: 3 clusters Score -9246059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9246058.000000 Penalty: 5360.049316
	Iteration 84Q: 3 clusters Score -9246058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9246056.000000 Penalty: 5360.049316
	Iteration 85Q: 3 clusters Score -9246056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9246057.000000 Penalty: 5360.049316
	Iteration 86Q: 3 clusters Score -9246057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9246057.000000 Penalty: 5360.049316
	Iteration 87F: 3 clusters Score -9246057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 41422 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47228 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42974 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45224 members 
Mstep: Class 9 contains 41809 members 
Mstep: Class 10 contains 45378 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44746 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40735 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43436 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 38893 members 
Mstep: Class 19 contains 43765 members 
Mstep: Class 20 contains 33351 members 
Mstep: Class 21 contains 45250 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930968.000000 Penalty: 83433.343750
Iteration 319Q: 26 clusters Score -1.26931e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 41444 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47216 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42973 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45203 members 
Mstep: Class 9 contains 41811 members 
Mstep: Class 10 contains 45364 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44739 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40747 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43439 members 
Mstep: Class 17 contains 41811 members 
Mstep: Class 18 contains 38908 members 
Mstep: Class 19 contains 43761 members 
Mstep: Class 20 contains 33356 members 
Mstep: Class 21 contains 45249 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931128.000000 Penalty: 83433.343750
Iteration 320F: 26 clusters Score -1.269311e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 41451 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47215 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42978 members 
Mstep: Class 7 contains 316 members 
Mstep: Class 8 contains 45218 members 
Mstep: Class 9 contains 41813 members 
Mstep: Class 10 contains 45355 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44757 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40750 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43408 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 38923 members 
Mstep: Class 19 contains 43758 members 
Mstep: Class 20 contains 33353 members 
Mstep: Class 21 contains 45264 members 
Mstep: Class 22 contains 392 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931240.000000 Penalty: 83433.343750
Iteration 321Q: 26 clusters Score -1.269312e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 41465 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47219 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42979 members 
Mstep: Class 7 contains 314 members 
Mstep: Class 8 contains 45241 members 
Mstep: Class 9 contains 41813 members 
Mstep: Class 10 contains 45353 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44769 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40755 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43368 members 
Mstep: Class 17 contains 41806 members 
Mstep: Class 18 contains 38933 members 
Mstep: Class 19 contains 43751 members 
Mstep: Class 20 contains 33347 members 
Mstep: Class 21 contains 45273 members 
Mstep: Class 22 contains 396 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931320.000000 Penalty: 83433.343750
Iteration 322Q: 26 clusters Score -1.269313e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 41471 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47235 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42998 members 
Mstep: Class 7 contains 311 members 
Mstep: Class 8 contains 45234 members 
Mstep: Class 9 contains 41823 members 
Mstep: Class 10 contains 45358 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44783 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40735 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43364 members 
Mstep: Class 17 contains 41804 members 
Mstep: Class 18 contains 38951 members 
Mstep: Class 19 contains 43765 members 
Mstep: Class 20 contains 33342 members 
Mstep: Class 21 contains 45275 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931480.000000 Penalty: 83433.343750
Iteration 323Q: 26 clusters Score -1.269315e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 41481 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47246 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42974 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 45265 members 
Mstep: Class 9 contains 41845 members 
Mstep: Class 10 contains 45355 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44808 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40734 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43307 members 
Mstep: Class 17 contains 41818 members 
Mstep: Class 18 contains 38953 members 
Mstep: Class 19 contains 43757 members 
Mstep: Class 20 contains 33336 members 
Mstep: Class 21 contains 45279 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931864.000000 Penalty: 83433.343750
Iteration 324Q: 26 clusters Score -1.269319e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 41507 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47239 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42970 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 45312 members 
Mstep: Class 9 contains 41843 members 
Mstep: Class 10 contains 45345 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44823 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40745 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43275 members 
Mstep: Class 17 contains 41811 members 
Mstep: Class 18 contains 38958 members 
Mstep: Class 19 contains 43758 members 
Mstep: Class 20 contains 33334 members 
Mstep: Class 21 contains 45283 members 
Mstep: Class 22 contains 392 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931800.000000 Penalty: 83433.343750
Iteration 325Q: 26 clusters Score -1.269318e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 41510 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47230 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42974 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 45340 members 
Mstep: Class 9 contains 41842 members 
Mstep: Class 10 contains 45329 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44842 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40743 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43264 members 
Mstep: Class 17 contains 41810 members 
Mstep: Class 18 contains 38974 members 
Mstep: Class 19 contains 43773 members 
Mstep: Class 20 contains 33330 members 
Mstep: Class 21 contains 45275 members 
Mstep: Class 22 contains 390 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931840.000000 Penalty: 83433.343750
Iteration 326Q: 26 clusters Score -1.269318e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 41528 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47208 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42970 members 
Mstep: Class 7 contains 310 members 
Mstep: Class 8 contains 45358 members 
Mstep: Class 9 contains 41845 members 
Mstep: Class 10 contains 45332 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44855 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40750 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43241 members 
Mstep: Class 17 contains 41809 members 
Mstep: Class 18 contains 38982 members 
Mstep: Class 19 contains 43770 members 
Mstep: Class 20 contains 33331 members 
Mstep: Class 21 contains 45272 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931808.000000 Penalty: 83433.343750
Iteration 327Q: 26 clusters Score -1.269318e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 41545 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47197 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42952 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45376 members 
Mstep: Class 9 contains 41835 members 
Mstep: Class 10 contains 45318 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44866 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40752 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43222 members 
Mstep: Class 17 contains 41816 members 
Mstep: Class 18 contains 39014 members 
Mstep: Class 19 contains 43763 members 
Mstep: Class 20 contains 33331 members 
Mstep: Class 21 contains 45262 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931712.000000 Penalty: 83433.343750
Iteration 328Q: 26 clusters Score -1.269317e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 41544 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47186 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42941 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45401 members 
Mstep: Class 9 contains 41825 members 
Mstep: Class 10 contains 45328 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44859 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40746 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43197 members 
Mstep: Class 17 contains 41820 members 
Mstep: Class 18 contains 39036 members 
Mstep: Class 19 contains 43764 members 
Mstep: Class 20 contains 33331 members 
Mstep: Class 21 contains 45260 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931728.000000 Penalty: 83433.343750
Iteration 329Q: 26 clusters Score -1.269317e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 41558 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47174 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42927 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45426 members 
Mstep: Class 9 contains 41809 members 
Mstep: Class 10 contains 45334 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44868 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40746 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43187 members 
Mstep: Class 17 contains 41817 members 
Mstep: Class 18 contains 39054 members 
Mstep: Class 19 contains 43762 members 
Mstep: Class 20 contains 33326 members 
Mstep: Class 21 contains 45256 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931792.000000 Penalty: 83433.343750
Iteration 330Q: 26 clusters Score -1.269318e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 41553 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47162 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42933 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45457 members 
Mstep: Class 9 contains 41801 members 
Mstep: Class 10 contains 45332 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44883 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40731 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43161 members 
Mstep: Class 17 contains 41821 members 
Mstep: Class 18 contains 39065 members 
Mstep: Class 19 contains 43782 members 
Mstep: Class 20 contains 33328 members 
Mstep: Class 21 contains 45260 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931696.000000 Penalty: 83433.343750
Iteration 331Q: 26 clusters Score -1.269317e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 41547 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47163 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42941 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45489 members 
Mstep: Class 9 contains 41794 members 
Mstep: Class 10 contains 45335 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44889 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40703 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43151 members 
Mstep: Class 17 contains 41813 members 
Mstep: Class 18 contains 39091 members 
Mstep: Class 19 contains 43785 members 
Mstep: Class 20 contains 33328 members 
Mstep: Class 21 contains 45261 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931872.000000 Penalty: 83433.343750
Iteration 332Q: 26 clusters Score -1.269319e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 41551 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47170 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42937 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45520 members 
Mstep: Class 9 contains 41792 members 
Mstep: Class 10 contains 45334 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44911 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40706 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43122 members 
Mstep: Class 17 contains 41804 members 
Mstep: Class 18 contains 39101 members 
Mstep: Class 19 contains 43775 members 
Mstep: Class 20 contains 33332 members 
Mstep: Class 21 contains 45256 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932104.000000 Penalty: 83433.343750
Iteration 333Q: 26 clusters Score -1.269321e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 41543 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47167 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42964 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45564 members 
Mstep: Class 9 contains 41793 members 
Mstep: Class 10 contains 45336 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44916 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40711 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43099 members 
Mstep: Class 17 contains 41785 members 
Mstep: Class 18 contains 39105 members 
Mstep: Class 19 contains 43753 members 
Mstep: Class 20 contains 33339 members 
Mstep: Class 21 contains 45257 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931984.000000 Penalty: 83433.343750
Iteration 334Q: 26 clusters Score -1.26932e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 41550 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47154 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42983 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45584 members 
Mstep: Class 9 contains 41794 members 
Mstep: Class 10 contains 45334 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44921 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40690 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43095 members 
Mstep: Class 17 contains 41787 members 
Mstep: Class 18 contains 39110 members 
Mstep: Class 19 contains 43741 members 
Mstep: Class 20 contains 33343 members 
Mstep: Class 21 contains 45261 members 
Mstep: Class 22 contains 388 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932128.000000 Penalty: 83433.343750
Iteration 335Q: 26 clusters Score -1.269321e+08 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 41538 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47138 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43017 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45580 members 
Mstep: Class 9 contains 41800 members 
Mstep: Class 10 contains 45334 members 
Mstep: Class 11 contains 1018 members 
Mstep: Class 12 contains 44934 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40674 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43076 members 
Mstep: Class 17 contains 41786 members 
Mstep: Class 18 contains 39110 members 
Mstep: Class 19 contains 43733 members 
Mstep: Class 20 contains 33345 members 
Mstep: Class 21 contains 45266 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932080.000000 Penalty: 83433.343750
Iteration 336Q: 26 clusters Score -1.269321e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 41521 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47143 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42991 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45585 members 
Mstep: Class 9 contains 41807 members 
Mstep: Class 10 contains 45345 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44951 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40672 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43075 members 
Mstep: Class 17 contains 41779 members 
Mstep: Class 18 contains 39108 members 
Mstep: Class 19 contains 43732 members 
Mstep: Class 20 contains 33346 members 
Mstep: Class 21 contains 45262 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931752.000000 Penalty: 83433.343750
Iteration 337Q: 26 clusters Score -1.269318e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 41515 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47134 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42985 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45593 members 
Mstep: Class 9 contains 41811 members 
Mstep: Class 10 contains 45352 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44951 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40673 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43075 members 
Mstep: Class 17 contains 41759 members 
Mstep: Class 18 contains 39105 members 
Mstep: Class 19 contains 43757 members 
Mstep: Class 20 contains 33349 members 
Mstep: Class 21 contains 45255 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931624.000000 Penalty: 83433.343750
Iteration 338Q: 26 clusters Score -1.269316e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 41511 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47138 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42993 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45599 members 
Mstep: Class 9 contains 41808 members 
Mstep: Class 10 contains 45347 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44948 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40678 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43088 members 
Mstep: Class 17 contains 41749 members 
Mstep: Class 18 contains 39106 members 
Mstep: Class 19 contains 43744 members 
Mstep: Class 20 contains 33353 members 
Mstep: Class 21 contains 45248 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 49001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931656.000000 Penalty: 83433.343750
Iteration 339Q: 26 clusters Score -1.269317e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 41503 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47139 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42982 members 
Mstep: Class 7 contains 309 members 
Mstep: Class 8 contains 45642 members 
Mstep: Class 9 contains 41805 members 
Mstep: Class 10 contains 45343 members 
Mstep: Class 11 contains 1019 members 
Mstep: Class 12 contains 44949 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40686 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43116 members 
Mstep: Class 17 contains 41733 members 
Mstep: Class 18 contains 39106 members 
Mstep: Class 19 contains 43728 members 
Mstep: Class 20 contains 33352 members 
Mstep: Class 21 contains 45247 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931952.000000 Penalty: 83433.343750
Iteration 340F: 26 clusters Score -1.26932e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 41519 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47139 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42966 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45649 members 
Mstep: Class 9 contains 41799 members 
Mstep: Class 10 contains 45346 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44958 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40713 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43135 members 
Mstep: Class 17 contains 41723 members 
Mstep: Class 18 contains 39104 members 
Mstep: Class 19 contains 43712 members 
Mstep: Class 20 contains 33353 members 
Mstep: Class 21 contains 45250 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931936.000000 Penalty: 83433.343750
Iteration 341Q: 26 clusters Score -1.269319e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 41518 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47128 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42963 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 41802 members 
Mstep: Class 10 contains 45360 members 
Mstep: Class 11 contains 1020 members 
Mstep: Class 12 contains 44967 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40736 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43171 members 
Mstep: Class 17 contains 41705 members 
Mstep: Class 18 contains 39104 members 
Mstep: Class 19 contains 43707 members 
Mstep: Class 20 contains 33354 members 
Mstep: Class 21 contains 45239 members 
Mstep: Class 22 contains 389 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931848.000000 Penalty: 83433.343750
Iteration 342Q: 26 clusters Score -1.269318e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 41511 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47125 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42932 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45657 members 
Mstep: Class 9 contains 41802 members 
Mstep: Class 10 contains 45356 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44980 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40745 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43195 members 
Mstep: Class 17 contains 41696 members 
Mstep: Class 18 contains 39105 members 
Mstep: Class 19 contains 43720 members 
Mstep: Class 20 contains 33357 members 
Mstep: Class 21 contains 45246 members 
Mstep: Class 22 contains 388 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931984.000000 Penalty: 83433.343750
Iteration 343Q: 26 clusters Score -1.26932e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 41491 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47111 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42898 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45679 members 
Mstep: Class 9 contains 41803 members 
Mstep: Class 10 contains 45352 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44988 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40750 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43197 members 
Mstep: Class 17 contains 41691 members 
Mstep: Class 18 contains 39109 members 
Mstep: Class 19 contains 43735 members 
Mstep: Class 20 contains 33361 members 
Mstep: Class 21 contains 45237 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931944.000000 Penalty: 83433.343750
Iteration 344Q: 26 clusters Score -1.269319e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 41471 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47102 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42903 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45676 members 
Mstep: Class 9 contains 41793 members 
Mstep: Class 10 contains 45344 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44984 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40772 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43216 members 
Mstep: Class 17 contains 41703 members 
Mstep: Class 18 contains 39117 members 
Mstep: Class 19 contains 43744 members 
Mstep: Class 20 contains 33365 members 
Mstep: Class 21 contains 45241 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932200.000000 Penalty: 83433.343750
Iteration 345Q: 26 clusters Score -1.269322e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 41467 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47094 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42917 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45667 members 
Mstep: Class 9 contains 41800 members 
Mstep: Class 10 contains 45332 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 44992 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40764 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43236 members 
Mstep: Class 17 contains 41704 members 
Mstep: Class 18 contains 39128 members 
Mstep: Class 19 contains 43743 members 
Mstep: Class 20 contains 33364 members 
Mstep: Class 21 contains 45236 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932216.000000 Penalty: 83433.343750
Iteration 346Q: 26 clusters Score -1.269322e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 41476 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47098 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42903 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45647 members 
Mstep: Class 9 contains 41802 members 
Mstep: Class 10 contains 45328 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45002 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40777 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43269 members 
Mstep: Class 17 contains 41702 members 
Mstep: Class 18 contains 39133 members 
Mstep: Class 19 contains 43761 members 
Mstep: Class 20 contains 33361 members 
Mstep: Class 21 contains 45238 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932216.000000 Penalty: 83433.343750
Iteration 347Q: 26 clusters Score -1.269322e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 41481 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47094 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42880 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45629 members 
Mstep: Class 9 contains 41809 members 
Mstep: Class 10 contains 45324 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45001 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40794 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43280 members 
Mstep: Class 17 contains 41706 members 
Mstep: Class 18 contains 39145 members 
Mstep: Class 19 contains 43779 members 
Mstep: Class 20 contains 33359 members 
Mstep: Class 21 contains 45241 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932216.000000 Penalty: 83433.343750
Iteration 348Q: 26 clusters Score -1.269322e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 41479 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47094 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42875 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45613 members 
Mstep: Class 9 contains 41808 members 
Mstep: Class 10 contains 45309 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45001 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40815 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43319 members 
Mstep: Class 17 contains 41697 members 
Mstep: Class 18 contains 39147 members 
Mstep: Class 19 contains 43794 members 
Mstep: Class 20 contains 33356 members 
Mstep: Class 21 contains 45239 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932168.000000 Penalty: 83433.343750
Iteration 349Q: 26 clusters Score -1.269322e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 41470 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47112 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42872 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45599 members 
Mstep: Class 9 contains 41799 members 
Mstep: Class 10 contains 45292 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45007 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40826 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43357 members 
Mstep: Class 17 contains 41707 members 
Mstep: Class 18 contains 39153 members 
Mstep: Class 19 contains 43788 members 
Mstep: Class 20 contains 33354 members 
Mstep: Class 21 contains 45245 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932040.000000 Penalty: 83433.343750
Iteration 350Q: 26 clusters Score -1.26932e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 41457 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47113 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42884 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45576 members 
Mstep: Class 9 contains 41802 members 
Mstep: Class 10 contains 45285 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45003 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40841 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43375 members 
Mstep: Class 17 contains 41702 members 
Mstep: Class 18 contains 39161 members 
Mstep: Class 19 contains 43784 members 
Mstep: Class 20 contains 33355 members 
Mstep: Class 21 contains 45242 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932168.000000 Penalty: 83433.343750
Iteration 351Q: 26 clusters Score -1.269322e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 41446 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47120 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42898 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45575 members 
Mstep: Class 9 contains 41798 members 
Mstep: Class 10 contains 45272 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45003 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40868 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43371 members 
Mstep: Class 17 contains 41701 members 
Mstep: Class 18 contains 39163 members 
Mstep: Class 19 contains 43785 members 
Mstep: Class 20 contains 33356 members 
Mstep: Class 21 contains 45235 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932200.000000 Penalty: 83433.343750
Iteration 352Q: 26 clusters Score -1.269322e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 41428 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47126 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42912 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45563 members 
Mstep: Class 9 contains 41805 members 
Mstep: Class 10 contains 45281 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45014 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40877 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43367 members 
Mstep: Class 17 contains 41698 members 
Mstep: Class 18 contains 39157 members 
Mstep: Class 19 contains 43794 members 
Mstep: Class 20 contains 33355 members 
Mstep: Class 21 contains 45227 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932184.000000 Penalty: 83433.343750
Iteration 353Q: 26 clusters Score -1.269322e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 41431 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47130 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42942 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45533 members 
Mstep: Class 9 contains 41806 members 
Mstep: Class 10 contains 45274 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 45013 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40887 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43375 members 
Mstep: Class 17 contains 41681 members 
Mstep: Class 18 contains 39171 members 
Mstep: Class 19 contains 43816 members 
Mstep: Class 20 contains 33355 members 
Mstep: Class 21 contains 45214 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932176.000000 Penalty: 83433.343750
Iteration 354Q: 26 clusters Score -1.269322e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 41419 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47129 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42961 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45512 members 
Mstep: Class 9 contains 41804 members 
Mstep: Class 10 contains 45273 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 45022 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40879 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43386 members 
Mstep: Class 17 contains 41679 members 
Mstep: Class 18 contains 39171 members 
Mstep: Class 19 contains 43830 members 
Mstep: Class 20 contains 33359 members 
Mstep: Class 21 contains 45202 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932112.000000 Penalty: 83433.343750
Iteration 355Q: 26 clusters Score -1.269321e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 41420 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47128 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42968 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45493 members 
Mstep: Class 9 contains 41801 members 
Mstep: Class 10 contains 45268 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 45020 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40874 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43411 members 
Mstep: Class 17 contains 41691 members 
Mstep: Class 18 contains 39187 members 
Mstep: Class 19 contains 43832 members 
Mstep: Class 20 contains 33363 members 
Mstep: Class 21 contains 45190 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932032.000000 Penalty: 83433.343750
Iteration 356Q: 26 clusters Score -1.26932e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 41421 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47128 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42961 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45491 members 
Mstep: Class 9 contains 41807 members 
Mstep: Class 10 contains 45264 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 45016 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40876 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43424 members 
Mstep: Class 17 contains 41702 members 
Mstep: Class 18 contains 39183 members 
Mstep: Class 19 contains 43828 members 
Mstep: Class 20 contains 33364 members 
Mstep: Class 21 contains 45185 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932072.000000 Penalty: 83433.343750
Iteration 357Q: 26 clusters Score -1.269321e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 41414 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47130 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42963 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45508 members 
Mstep: Class 9 contains 41809 members 
Mstep: Class 10 contains 45260 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 45025 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40889 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43433 members 
Mstep: Class 17 contains 41706 members 
Mstep: Class 18 contains 39186 members 
Mstep: Class 19 contains 43848 members 
Mstep: Class 20 contains 33363 members 
Mstep: Class 21 contains 45190 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932088.000000 Penalty: 83433.343750
Iteration 358Q: 26 clusters Score -1.269321e+08 nChanged 599
Entering ConstructFrom: 
Score: -126932088.000000 Penalty: 83433.343750
Entering ConstructFrom: 
Trying to split cluster 1 (46052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Entering Unmasked Estep 
Score: -8555378.000000 Penalty: 2662.906738
	Iteration 0F: 2 clusters Score -8555378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -8525484.000000 Penalty: 5325.813477
	Iteration 0F: 3 clusters Score -8525484 nChanged 21102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -8536915.000000 Penalty: 5325.813477
	Iteration 1F: 3 clusters Score -8536915 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -8537389.000000 Penalty: 5325.813477
	Iteration 2Q: 3 clusters Score -8537389 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -8537761.000000 Penalty: 5325.813477
	Iteration 3Q: 3 clusters Score -8537761 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -8538119.000000 Penalty: 5325.813477
	Iteration 4Q: 3 clusters Score -8538119 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -8538507.000000 Penalty: 5325.813477
	Iteration 5Q: 3 clusters Score -8538507 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -8538912.000000 Penalty: 5325.813477
	Iteration 6Q: 3 clusters Score -8538912 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -8539519.000000 Penalty: 5325.813477
	Iteration 7Q: 3 clusters Score -8539519 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -8540427.000000 Penalty: 5325.813477
	Iteration 8Q: 3 clusters Score -8540427 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -8541690.000000 Penalty: 5325.813477
	Iteration 9F: 3 clusters Score -8541690 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -8543527.000000 Penalty: 5325.813477
	Iteration 10F: 3 clusters Score -8543527 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -8545837.000000 Penalty: 5325.813477
	Iteration 11F: 3 clusters Score -8545837 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -8548138.000000 Penalty: 5325.813477
	Iteration 12F: 3 clusters Score -8548138 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -8549974.000000 Penalty: 5325.813477
	Iteration 13Q: 3 clusters Score -8549974 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -8551290.000000 Penalty: 5325.813477
	Iteration 14Q: 3 clusters Score -8551290 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -8552199.000000 Penalty: 5325.813477
	Iteration 15Q: 3 clusters Score -8552199 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8552681.000000 Penalty: 5325.813477
	Iteration 16Q: 3 clusters Score -8552681 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -8552906.000000 Penalty: 5325.813477
	Iteration 17Q: 3 clusters Score -8552906 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -8553041.000000 Penalty: 5325.813477
	Iteration 18Q: 3 clusters Score -8553041 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -8553148.000000 Penalty: 5325.813477
	Iteration 19Q: 3 clusters Score -8553148 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -8553204.000000 Penalty: 5325.813477
	Iteration 20F: 3 clusters Score -8553204 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -8553271.000000 Penalty: 5325.813477
	Iteration 21Q: 3 clusters Score -8553271 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8553262.000000 Penalty: 5325.813477
	Iteration 22Q: 3 clusters Score -8553262 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -8553262.000000 Penalty: 5325.813477
	Iteration 23Q: 3 clusters Score -8553262 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -8553282.000000 Penalty: 5325.813477
	Iteration 24Q: 3 clusters Score -8553282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -8553283.000000 Penalty: 5325.813477
	Iteration 25Q: 3 clusters Score -8553283 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -8553275.000000 Penalty: 5325.813477
	Iteration 26Q: 3 clusters Score -8553275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -8553264.000000 Penalty: 5325.813477
	Iteration 27Q: 3 clusters Score -8553264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -8553273.000000 Penalty: 5325.813477
	Iteration 28Q: 3 clusters Score -8553273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -8553273.000000 Penalty: 5325.813477
	Iteration 29Q: 3 clusters Score -8553273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -8553278.000000 Penalty: 5325.813477
	Iteration 30Q: 3 clusters Score -8553278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -8553272.000000 Penalty: 5325.813477
	Iteration 31Q: 3 clusters Score -8553272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -8553266.000000 Penalty: 5325.813477
	Iteration 32Q: 3 clusters Score -8553266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -8553261.000000 Penalty: 5325.813477
	Iteration 33Q: 3 clusters Score -8553261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -8553269.000000 Penalty: 5325.813477
	Iteration 34Q: 3 clusters Score -8553269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -8553270.000000 Penalty: 5325.813477
	Iteration 35Q: 3 clusters Score -8553270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -8553273.000000 Penalty: 5325.813477
	Iteration 36Q: 3 clusters Score -8553273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -8553261.000000 Penalty: 5325.813477
	Iteration 37Q: 3 clusters Score -8553261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -8553273.000000 Penalty: 5325.813477
	Iteration 38Q: 3 clusters Score -8553273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -8553277.000000 Penalty: 5325.813477
	Iteration 39Q: 3 clusters Score -8553277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -8553275.000000 Penalty: 5325.813477
	Iteration 40F: 3 clusters Score -8553275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -8553286.000000 Penalty: 5325.813477
	Iteration 41Q: 3 clusters Score -8553286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -8553276.000000 Penalty: 5325.813477
	Iteration 42Q: 3 clusters Score -8553276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -8553274.000000 Penalty: 5325.813477
	Iteration 43Q: 3 clusters Score -8553274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -8553274.000000 Penalty: 5325.813477
	Iteration 44F: 3 clusters Score -8553274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -7647310.000000 Penalty: 2636.485107
	Iteration 0F: 2 clusters Score -7647310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -7619340.000000 Penalty: 5272.970215
	Iteration 0F: 3 clusters Score -7619340 nChanged 18885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -7629940.000000 Penalty: 5272.970215
	Iteration 1F: 3 clusters Score -7629940 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -7630648.000000 Penalty: 5272.970215
	Iteration 2Q: 3 clusters Score -7630648 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -7631603.000000 Penalty: 5272.970215
	Iteration 3Q: 3 clusters Score -7631603 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -7632970.000000 Penalty: 5272.970215
	Iteration 4Q: 3 clusters Score -7632970 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -7634615.000000 Penalty: 5272.970215
	Iteration 5F: 3 clusters Score -7634615 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -7636461.000000 Penalty: 5272.970215
	Iteration 6F: 3 clusters Score -7636461 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -7638587.000000 Penalty: 5272.970215
	Iteration 7F: 3 clusters Score -7638587 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -7640725.500000 Penalty: 5272.970215
	Iteration 8F: 3 clusters Score -7640726 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -7642370.000000 Penalty: 5272.970215
	Iteration 9F: 3 clusters Score -7642370 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -7643309.000000 Penalty: 5272.970215
	Iteration 10Q: 3 clusters Score -7643309 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -7643689.000000 Penalty: 5272.970215
	Iteration 11Q: 3 clusters Score -7643689 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -7643947.000000 Penalty: 5272.970215
	Iteration 12Q: 3 clusters Score -7643947 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -7644117.000000 Penalty: 5272.970215
	Iteration 13Q: 3 clusters Score -7644117 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -7644294.000000 Penalty: 5272.970215
	Iteration 14Q: 3 clusters Score -7644294 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -7644458.000000 Penalty: 5272.970215
	Iteration 15Q: 3 clusters Score -7644458 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -7644593.000000 Penalty: 5272.970215
	Iteration 16Q: 3 clusters Score -7644593 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -7644684.000000 Penalty: 5272.970215
	Iteration 17Q: 3 clusters Score -7644684 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -7644790.500000 Penalty: 5272.970215
	Iteration 18Q: 3 clusters Score -7644790 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -7644894.500000 Penalty: 5272.970215
	Iteration 19Q: 3 clusters Score -7644894 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -7644994.500000 Penalty: 5272.970215
	Iteration 20F: 3 clusters Score -7644994 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -7645069.500000 Penalty: 5272.970215
	Iteration 21Q: 3 clusters Score -7645070 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -7645156.000000 Penalty: 5272.970215
	Iteration 22Q: 3 clusters Score -7645156 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -7645227.000000 Penalty: 5272.970215
	Iteration 23Q: 3 clusters Score -7645227 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -7645269.000000 Penalty: 5272.970215
	Iteration 24Q: 3 clusters Score -7645269 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -7645337.000000 Penalty: 5272.970215
	Iteration 25Q: 3 clusters Score -7645337 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -7645407.000000 Penalty: 5272.970215
	Iteration 26Q: 3 clusters Score -7645407 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -7645455.000000 Penalty: 5272.970215
	Iteration 27Q: 3 clusters Score -7645455 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -7645504.500000 Penalty: 5272.970215
	Iteration 28Q: 3 clusters Score -7645504 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -7645547.000000 Penalty: 5272.970215
	Iteration 29Q: 3 clusters Score -7645547 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -7645601.500000 Penalty: 5272.970215
	Iteration 30Q: 3 clusters Score -7645602 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -7645636.000000 Penalty: 5272.970215
	Iteration 31Q: 3 clusters Score -7645636 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -7645672.000000 Penalty: 5272.970215
	Iteration 32Q: 3 clusters Score -7645672 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -7645677.000000 Penalty: 5272.970215
	Iteration 33Q: 3 clusters Score -7645677 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -7645699.500000 Penalty: 5272.970215
	Iteration 34Q: 3 clusters Score -7645700 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -7645722.500000 Penalty: 5272.970215
	Iteration 35Q: 3 clusters Score -7645722 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -7645725.000000 Penalty: 5272.970215
	Iteration 36Q: 3 clusters Score -7645725 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -7645733.500000 Penalty: 5272.970215
	Iteration 37Q: 3 clusters Score -7645734 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -7645775.500000 Penalty: 5272.970215
	Iteration 38Q: 3 clusters Score -7645776 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -7645812.500000 Penalty: 5272.970215
	Iteration 39Q: 3 clusters Score -7645812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -7645833.000000 Penalty: 5272.970215
	Iteration 40F: 3 clusters Score -7645833 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -7645854.000000 Penalty: 5272.970215
	Iteration 41Q: 3 clusters Score -7645854 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -7645855.000000 Penalty: 5272.970215
	Iteration 42Q: 3 clusters Score -7645855 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -7645865.000000 Penalty: 5272.970215
	Iteration 43Q: 3 clusters Score -7645865 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -7645878.000000 Penalty: 5272.970215
	Iteration 44Q: 3 clusters Score -7645878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -7645910.000000 Penalty: 5272.970215
	Iteration 45Q: 3 clusters Score -7645910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -7645918.500000 Penalty: 5272.970215
	Iteration 46Q: 3 clusters Score -7645918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -7645943.000000 Penalty: 5272.970215
	Iteration 47Q: 3 clusters Score -7645943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -7645947.000000 Penalty: 5272.970215
	Iteration 48Q: 3 clusters Score -7645947 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -7645946.000000 Penalty: 5272.970215
	Iteration 49Q: 3 clusters Score -7645946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -7645972.500000 Penalty: 5272.970215
	Iteration 50Q: 3 clusters Score -7645972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -7645982.000000 Penalty: 5272.970215
	Iteration 51Q: 3 clusters Score -7645982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -7645991.000000 Penalty: 5272.970215
	Iteration 52Q: 3 clusters Score -7645991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -7646002.000000 Penalty: 5272.970215
	Iteration 53Q: 3 clusters Score -7646002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -7646023.500000 Penalty: 5272.970215
	Iteration 54Q: 3 clusters Score -7646024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -7646036.500000 Penalty: 5272.970215
	Iteration 55Q: 3 clusters Score -7646036 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -7646037.000000 Penalty: 5272.970215
	Iteration 56Q: 3 clusters Score -7646037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -7646049.000000 Penalty: 5272.970215
	Iteration 57Q: 3 clusters Score -7646049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -7646049.000000 Penalty: 5272.970215
	Iteration 58Q: 3 clusters Score -7646049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -7646054.000000 Penalty: 5272.970215
	Iteration 59Q: 3 clusters Score -7646054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -7646070.500000 Penalty: 5272.970215
	Iteration 60F: 3 clusters Score -7646070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -7646073.500000 Penalty: 5272.970215
	Iteration 61Q: 3 clusters Score -7646074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -7646071.000000 Penalty: 5272.970215
	Iteration 62Q: 3 clusters Score -7646071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -7646089.000000 Penalty: 5272.970215
	Iteration 63Q: 3 clusters Score -7646089 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -7646101.000000 Penalty: 5272.970215
	Iteration 64Q: 3 clusters Score -7646101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -7646099.000000 Penalty: 5272.970215
	Iteration 65Q: 3 clusters Score -7646099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -7646093.000000 Penalty: 5272.970215
	Iteration 66Q: 3 clusters Score -7646093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -7646104.000000 Penalty: 5272.970215
	Iteration 67Q: 3 clusters Score -7646104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -7646096.000000 Penalty: 5272.970215
	Iteration 68Q: 3 clusters Score -7646096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -7646091.500000 Penalty: 5272.970215
	Iteration 69Q: 3 clusters Score -7646092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -7646090.500000 Penalty: 5272.970215
	Iteration 70Q: 3 clusters Score -7646090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -7646104.500000 Penalty: 5272.970215
	Iteration 71Q: 3 clusters Score -7646104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -7646102.500000 Penalty: 5272.970215
	Iteration 72Q: 3 clusters Score -7646102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7646088.500000 Penalty: 5272.970215
	Iteration 73Q: 3 clusters Score -7646088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -7646102.500000 Penalty: 5272.970215
	Iteration 74Q: 3 clusters Score -7646102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -7646105.000000 Penalty: 5272.970215
	Iteration 75Q: 3 clusters Score -7646105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -7646106.000000 Penalty: 5272.970215
	Iteration 76Q: 3 clusters Score -7646106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -7646110.000000 Penalty: 5272.970215
	Iteration 77Q: 3 clusters Score -7646110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -7646139.500000 Penalty: 5272.970215
	Iteration 78Q: 3 clusters Score -7646140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -7646152.500000 Penalty: 5272.970215
	Iteration 79Q: 3 clusters Score -7646152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -7646147.500000 Penalty: 5272.970215
	Iteration 80F: 3 clusters Score -7646148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -7646135.500000 Penalty: 5272.970215
	Iteration 81Q: 3 clusters Score -7646136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -7646143.000000 Penalty: 5272.970215
	Iteration 82Q: 3 clusters Score -7646143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -7646148.500000 Penalty: 5272.970215
	Iteration 83Q: 3 clusters Score -7646148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -7646147.500000 Penalty: 5272.970215
	Iteration 84Q: 3 clusters Score -7646148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -7646157.000000 Penalty: 5272.970215
	Iteration 85Q: 3 clusters Score -7646157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -7646155.500000 Penalty: 5272.970215
	Iteration 86Q: 3 clusters Score -7646156 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -7646168.000000 Penalty: 5272.970215
	Iteration 87Q: 3 clusters Score -7646168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -7646186.500000 Penalty: 5272.970215
	Iteration 88Q: 3 clusters Score -7646186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -7646165.000000 Penalty: 5272.970215
	Iteration 89Q: 3 clusters Score -7646165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -7646167.000000 Penalty: 5272.970215
	Iteration 90Q: 3 clusters Score -7646167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -7646178.500000 Penalty: 5272.970215
	Iteration 91Q: 3 clusters Score -7646178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -7646182.000000 Penalty: 5272.970215
	Iteration 92Q: 3 clusters Score -7646182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -7646191.000000 Penalty: 5272.970215
	Iteration 93Q: 3 clusters Score -7646191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -7646203.000000 Penalty: 5272.970215
	Iteration 94Q: 3 clusters Score -7646203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -7646206.000000 Penalty: 5272.970215
	Iteration 95Q: 3 clusters Score -7646206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -7646208.000000 Penalty: 5272.970215
	Iteration 96Q: 3 clusters Score -7646208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -7646202.500000 Penalty: 5272.970215
	Iteration 97Q: 3 clusters Score -7646202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -7646209.000000 Penalty: 5272.970215
	Iteration 98Q: 3 clusters Score -7646209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -7646209.000000 Penalty: 5272.970215
	Iteration 99F: 3 clusters Score -7646209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -165584.421875 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -165584.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -163671.578125 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -163671.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -164148.953125 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -164149 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -164350.750000 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -164350.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -164453.218750 Penalty: 3454.679688
	Iteration 3F: 3 clusters Score -164453.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -164526.671875 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -164526.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -164605.468750 Penalty: 3454.679688
	Iteration 5Q: 3 clusters Score -164605.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -164656.281250 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -164656.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -164725.375000 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -164725.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -164773.859375 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -164773.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -164808.828125 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -164808.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -164831.562500 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -164831.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -164854.593750 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -164854.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -164873.578125 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -164873.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -164883.781250 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -164883.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -164893.984375 Penalty: 3454.679688
	Iteration 14Q: 3 clusters Score -164894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -164903.781250 Penalty: 3454.679688
	Iteration 15Q: 3 clusters Score -164903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -164911.406250 Penalty: 3454.679688
	Iteration 16Q: 3 clusters Score -164911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -164917.421875 Penalty: 3454.679688
	Iteration 17Q: 3 clusters Score -164917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -164919.750000 Penalty: 3454.679688
	Iteration 18Q: 3 clusters Score -164919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -164921.937500 Penalty: 3454.679688
	Iteration 19Q: 3 clusters Score -164921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -164922.718750 Penalty: 3454.679688
	Iteration 20F: 3 clusters Score -164922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -164927.843750 Penalty: 3454.679688
	Iteration 21Q: 3 clusters Score -164927.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -164930.921875 Penalty: 3454.679688
	Iteration 22Q: 3 clusters Score -164930.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -164932.484375 Penalty: 3454.679688
	Iteration 23Q: 3 clusters Score -164932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -164932.484375 Penalty: 3454.679688
	Iteration 24F: 3 clusters Score -164932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Entering Unmasked Estep 
Score: -8730101.000000 Penalty: 2668.645020
	Iteration 0F: 2 clusters Score -8730101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -8700739.000000 Penalty: 5337.290039
	Iteration 0F: 3 clusters Score -8700739 nChanged 21757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -8712792.000000 Penalty: 5337.290039
	Iteration 1F: 3 clusters Score -8712792 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -8713609.000000 Penalty: 5337.290039
	Iteration 2Q: 3 clusters Score -8713609 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -8714675.000000 Penalty: 5337.290039
	Iteration 3F: 3 clusters Score -8714675 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -8716312.000000 Penalty: 5337.290039
	Iteration 4F: 3 clusters Score -8716312 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -8718883.000000 Penalty: 5337.290039
	Iteration 5F: 3 clusters Score -8718883 nChanged 3738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -8722127.000000 Penalty: 5337.290039
	Iteration 6F: 3 clusters Score -8722127 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -8725394.000000 Penalty: 5337.290039
	Iteration 7F: 3 clusters Score -8725394 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -8727538.000000 Penalty: 5337.290039
	Iteration 8Q: 3 clusters Score -8727538 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -8728388.000000 Penalty: 5337.290039
	Iteration 9Q: 3 clusters Score -8728388 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -8728697.000000 Penalty: 5337.290039
	Iteration 10Q: 3 clusters Score -8728697 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -8728827.000000 Penalty: 5337.290039
	Iteration 11Q: 3 clusters Score -8728827 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -8728928.000000 Penalty: 5337.290039
	Iteration 12Q: 3 clusters Score -8728928 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -8729011.000000 Penalty: 5337.290039
	Iteration 13Q: 3 clusters Score -8729011 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -8729119.000000 Penalty: 5337.290039
	Iteration 14Q: 3 clusters Score -8729119 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -8729163.000000 Penalty: 5337.290039
	Iteration 15Q: 3 clusters Score -8729163 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -8729247.000000 Penalty: 5337.290039
	Iteration 16Q: 3 clusters Score -8729247 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -8729271.000000 Penalty: 5337.290039
	Iteration 17Q: 3 clusters Score -8729271 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -8729290.000000 Penalty: 5337.290039
	Iteration 18Q: 3 clusters Score -8729290 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -8729315.000000 Penalty: 5337.290039
	Iteration 19Q: 3 clusters Score -8729315 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -8729313.000000 Penalty: 5337.290039
	Iteration 20F: 3 clusters Score -8729313 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -8729367.000000 Penalty: 5337.290039
	Iteration 21Q: 3 clusters Score -8729367 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -8729343.000000 Penalty: 5337.290039
	Iteration 22Q: 3 clusters Score -8729343 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -8729313.000000 Penalty: 5337.290039
	Iteration 23Q: 3 clusters Score -8729313 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -8729291.000000 Penalty: 5337.290039
	Iteration 24Q: 3 clusters Score -8729291 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -8729229.000000 Penalty: 5337.290039
	Iteration 25Q: 3 clusters Score -8729229 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -8729178.000000 Penalty: 5337.290039
	Iteration 26Q: 3 clusters Score -8729178 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -8729120.000000 Penalty: 5337.290039
	Iteration 27Q: 3 clusters Score -8729120 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8729066.000000 Penalty: 5337.290039
	Iteration 28Q: 3 clusters Score -8729066 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -8728995.000000 Penalty: 5337.290039
	Iteration 29Q: 3 clusters Score -8728995 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -8728976.000000 Penalty: 5337.290039
	Iteration 30Q: 3 clusters Score -8728976 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8728973.000000 Penalty: 5337.290039
	Iteration 31Q: 3 clusters Score -8728973 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -8728942.000000 Penalty: 5337.290039
	Iteration 32Q: 3 clusters Score -8728942 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -8728906.000000 Penalty: 5337.290039
	Iteration 33Q: 3 clusters Score -8728906 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -8728875.000000 Penalty: 5337.290039
	Iteration 34Q: 3 clusters Score -8728875 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -8728849.000000 Penalty: 5337.290039
	Iteration 35Q: 3 clusters Score -8728849 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -8728817.000000 Penalty: 5337.290039
	Iteration 36Q: 3 clusters Score -8728817 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -8728770.000000 Penalty: 5337.290039
	Iteration 37Q: 3 clusters Score -8728770 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -8728755.000000 Penalty: 5337.290039
	Iteration 38Q: 3 clusters Score -8728755 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -8728732.000000 Penalty: 5337.290039
	Iteration 39Q: 3 clusters Score -8728732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -8728723.000000 Penalty: 5337.290039
	Iteration 40F: 3 clusters Score -8728723 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -8728689.000000 Penalty: 5337.290039
	Iteration 41Q: 3 clusters Score -8728689 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -8728684.000000 Penalty: 5337.290039
	Iteration 42Q: 3 clusters Score -8728684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -8728671.000000 Penalty: 5337.290039
	Iteration 43Q: 3 clusters Score -8728671 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -8728671.000000 Penalty: 5337.290039
	Iteration 44Q: 3 clusters Score -8728671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -8728660.000000 Penalty: 5337.290039
	Iteration 45Q: 3 clusters Score -8728660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -8728656.000000 Penalty: 5337.290039
	Iteration 46Q: 3 clusters Score -8728656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -8728648.000000 Penalty: 5337.290039
	Iteration 47Q: 3 clusters Score -8728648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8728656.000000 Penalty: 5337.290039
	Iteration 48Q: 3 clusters Score -8728656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -8728634.000000 Penalty: 5337.290039
	Iteration 49Q: 3 clusters Score -8728634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -8728635.000000 Penalty: 5337.290039
	Iteration 50Q: 3 clusters Score -8728635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -8728626.000000 Penalty: 5337.290039
	Iteration 51Q: 3 clusters Score -8728626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -8728627.000000 Penalty: 5337.290039
	Iteration 52Q: 3 clusters Score -8728627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -8728635.000000 Penalty: 5337.290039
	Iteration 53Q: 3 clusters Score -8728635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -8728621.000000 Penalty: 5337.290039
	Iteration 54Q: 3 clusters Score -8728621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -8728616.000000 Penalty: 5337.290039
	Iteration 55Q: 3 clusters Score -8728616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -8728616.000000 Penalty: 5337.290039
	Iteration 56Q: 3 clusters Score -8728616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -8728619.000000 Penalty: 5337.290039
	Iteration 57Q: 3 clusters Score -8728619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -8728621.000000 Penalty: 5337.290039
	Iteration 58Q: 3 clusters Score -8728621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -8728621.000000 Penalty: 5337.290039
	Iteration 59F: 3 clusters Score -8728621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -447535.812500 Penalty: 1951.421997
	Iteration 0F: 2 clusters Score -447535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -444538.500000 Penalty: 3902.843994
	Iteration 0F: 3 clusters Score -444538.5 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -445201.000000 Penalty: 3902.843994
	Iteration 1F: 3 clusters Score -445201 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -445467.625000 Penalty: 3902.843994
	Iteration 2F: 3 clusters Score -445467.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -445695.406250 Penalty: 3902.843994
	Iteration 3F: 3 clusters Score -445695.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -445853.968750 Penalty: 3902.843994
	Iteration 4F: 3 clusters Score -445854 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -445989.437500 Penalty: 3902.843994
	Iteration 5Q: 3 clusters Score -445989.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -446085.562500 Penalty: 3902.843994
	Iteration 6Q: 3 clusters Score -446085.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -446158.343750 Penalty: 3902.843994
	Iteration 7Q: 3 clusters Score -446158.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -446239.218750 Penalty: 3902.843994
	Iteration 8Q: 3 clusters Score -446239.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -446329.312500 Penalty: 3902.843994
	Iteration 9Q: 3 clusters Score -446329.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -446433.375000 Penalty: 3902.843994
	Iteration 10Q: 3 clusters Score -446433.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -446500.343750 Penalty: 3902.843994
	Iteration 11Q: 3 clusters Score -446500.3 nChanged 51
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: -446545.156250 Penalty: 3902.843994
	Iteration 12Q: 3 clusters Score -446545.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -446580.000000 Penalty: 3902.843994
	Iteration 13Q: 3 clusters Score -446580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -446595.250000 Penalty: 3902.843994
	Iteration 14Q: 3 clusters Score -446595.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -446605.906250 Penalty: 3902.843994
	Iteration 15Q: 3 clusters Score -446605.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -446617.718750 Penalty: 3902.843994
	Iteration 16Q: 3 clusters Score -446617.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -446625.593750 Penalty: 3902.843994
	Iteration 17Q: 3 clusters Score -446625.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -446631.281250 Penalty: 3902.843994
	Iteration 18Q: 3 clusters Score -446631.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -446641.687500 Penalty: 3902.843994
	Iteration 19Q: 3 clusters Score -446641.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -446652.625000 Penalty: 3902.843994
	Iteration 20F: 3 clusters Score -446652.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -446662.031250 Penalty: 3902.843994
	Iteration 21Q: 3 clusters Score -446662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -446676.468750 Penalty: 3902.843994
	Iteration 22Q: 3 clusters Score -446676.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -446688.218750 Penalty: 3902.843994
	Iteration 23Q: 3 clusters Score -446688.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -446702.125000 Penalty: 3902.843994
	Iteration 24Q: 3 clusters Score -446702.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -446712.968750 Penalty: 3902.843994
	Iteration 25Q: 3 clusters Score -446713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -446728.531250 Penalty: 3902.843994
	Iteration 26Q: 3 clusters Score -446728.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -446748.406250 Penalty: 3902.843994
	Iteration 27Q: 3 clusters Score -446748.4 nChanged 32
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: -446766.406250 Penalty: 3902.843994
	Iteration 28Q: 3 clusters Score -446766.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -446783.531250 Penalty: 3902.843994
	Iteration 29Q: 3 clusters Score -446783.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -446806.562500 Penalty: 3902.843994
	Iteration 30Q: 3 clusters Score -446806.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -446827.187500 Penalty: 3902.843994
	Iteration 31Q: 3 clusters Score -446827.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -446846.250000 Penalty: 3902.843994
	Iteration 32Q: 3 clusters Score -446846.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -446864.218750 Penalty: 3902.843994
	Iteration 33Q: 3 clusters Score -446864.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -446875.250000 Penalty: 3902.843994
	Iteration 34Q: 3 clusters Score -446875.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -446888.031250 Penalty: 3902.843994
	Iteration 35Q: 3 clusters Score -446888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -446900.968750 Penalty: 3902.843994
	Iteration 36Q: 3 clusters Score -446901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -446915.750000 Penalty: 3902.843994
	Iteration 37Q: 3 clusters Score -446915.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -446928.437500 Penalty: 3902.843994
	Iteration 38Q: 3 clusters Score -446928.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -446937.375000 Penalty: 3902.843994
	Iteration 39Q: 3 clusters Score -446937.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -446949.281250 Penalty: 3902.843994
	Iteration 40F: 3 clusters Score -446949.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -446952.437500 Penalty: 3902.843994
	Iteration 41Q: 3 clusters Score -446952.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -446956.000000 Penalty: 3902.843994
	Iteration 42Q: 3 clusters Score -446956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -446962.468750 Penalty: 3902.843994
	Iteration 43Q: 3 clusters Score -446962.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -446968.562500 Penalty: 3902.843994
	Iteration 44Q: 3 clusters Score -446968.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -446971.718750 Penalty: 3902.843994
	Iteration 45Q: 3 clusters Score -446971.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -446974.781250 Penalty: 3902.843994
	Iteration 46Q: 3 clusters Score -446974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -446975.000000 Penalty: 3902.843994
	Iteration 47Q: 3 clusters Score -446975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -446975.187500 Penalty: 3902.843994
	Iteration 48Q: 3 clusters Score -446975.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -446975.187500 Penalty: 3902.843994
	Iteration 49F: 3 clusters Score -446975.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Entering Unmasked Estep 
Score: -7968746.500000 Penalty: 2645.670166
	Iteration 0F: 2 clusters Score -7968746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -7940549.500000 Penalty: 5291.340332
	Iteration 0F: 3 clusters Score -7940550 nChanged 19744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -7951238.500000 Penalty: 5291.340332
	Iteration 1F: 3 clusters Score -7951238 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -7951735.000000 Penalty: 5291.340332
	Iteration 2Q: 3 clusters Score -7951735 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -7952263.500000 Penalty: 5291.340332
	Iteration 3Q: 3 clusters Score -7952264 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -7952850.500000 Penalty: 5291.340332
	Iteration 4Q: 3 clusters Score -7952850 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -7953701.500000 Penalty: 5291.340332
	Iteration 5Q: 3 clusters Score -7953702 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -7954883.500000 Penalty: 5291.340332
	Iteration 6Q: 3 clusters Score -7954884 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -7956390.500000 Penalty: 5291.340332
	Iteration 7F: 3 clusters Score -7956390 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -7958144.500000 Penalty: 5291.340332
	Iteration 8F: 3 clusters Score -7958144 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -7960076.500000 Penalty: 5291.340332
	Iteration 9F: 3 clusters Score -7960076 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -7961771.000000 Penalty: 5291.340332
	Iteration 10Q: 3 clusters Score -7961771 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -7963142.000000 Penalty: 5291.340332
	Iteration 11Q: 3 clusters Score -7963142 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -7964003.500000 Penalty: 5291.340332
	Iteration 12Q: 3 clusters Score -7964004 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -7964662.000000 Penalty: 5291.340332
	Iteration 13Q: 3 clusters Score -7964662 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -7965135.000000 Penalty: 5291.340332
	Iteration 14Q: 3 clusters Score -7965135 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -7965506.000000 Penalty: 5291.340332
	Iteration 15Q: 3 clusters Score -7965506 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -7965756.000000 Penalty: 5291.340332
	Iteration 16Q: 3 clusters Score -7965756 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -7965948.500000 Penalty: 5291.340332
	Iteration 17Q: 3 clusters Score -7965948 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -7966140.500000 Penalty: 5291.340332
	Iteration 18Q: 3 clusters Score -7966140 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -7966278.500000 Penalty: 5291.340332
	Iteration 19Q: 3 clusters Score -7966278 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -7966367.500000 Penalty: 5291.340332
	Iteration 20F: 3 clusters Score -7966368 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -7966450.000000 Penalty: 5291.340332
	Iteration 21Q: 3 clusters Score -7966450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -7966499.500000 Penalty: 5291.340332
	Iteration 22Q: 3 clusters Score -7966500 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -7966548.500000 Penalty: 5291.340332
	Iteration 23Q: 3 clusters Score -7966548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -7966564.000000 Penalty: 5291.340332
	Iteration 24Q: 3 clusters Score -7966564 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -7966598.000000 Penalty: 5291.340332
	Iteration 25Q: 3 clusters Score -7966598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -7966625.000000 Penalty: 5291.340332
	Iteration 26Q: 3 clusters Score -7966625 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -7966657.500000 Penalty: 5291.340332
	Iteration 27Q: 3 clusters Score -7966658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -7966649.500000 Penalty: 5291.340332
	Iteration 28Q: 3 clusters Score -7966650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -7966658.000000 Penalty: 5291.340332
	Iteration 29Q: 3 clusters Score -7966658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -7966670.500000 Penalty: 5291.340332
	Iteration 30Q: 3 clusters Score -7966670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -7966665.500000 Penalty: 5291.340332
	Iteration 31Q: 3 clusters Score -7966666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -7966680.000000 Penalty: 5291.340332
	Iteration 32Q: 3 clusters Score -7966680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -7966682.500000 Penalty: 5291.340332
	Iteration 33Q: 3 clusters Score -7966682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -7966690.000000 Penalty: 5291.340332
	Iteration 34Q: 3 clusters Score -7966690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -7966696.000000 Penalty: 5291.340332
	Iteration 35Q: 3 clusters Score -7966696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -7966703.500000 Penalty: 5291.340332
	Iteration 36Q: 3 clusters Score -7966704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -7966707.500000 Penalty: 5291.340332
	Iteration 37Q: 3 clusters Score -7966708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -7966702.500000 Penalty: 5291.340332
	Iteration 38Q: 3 clusters Score -7966702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -7966704.000000 Penalty: 5291.340332
	Iteration 39Q: 3 clusters Score -7966704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -7966704.000000 Penalty: 5291.340332
	Iteration 40F: 3 clusters Score -7966704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -51589.320312 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -51589.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50370.886719 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -50370.89 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50562.984375 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -50562.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -50650.285156 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -50650.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50676.144531 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -50676.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50709.050781 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -50709.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -50730.136719 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -50730.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -50758.429688 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -50758.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -50776.226562 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -50776.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -50784.730469 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -50784.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -50795.085938 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -50795.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -50796.003906 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -50796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -50796.003906 Penalty: 2842.129395
	Iteration 11F: 3 clusters Score -50796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Entering Unmasked Estep 
Score: -8452524.000000 Penalty: 2660.035889
	Iteration 0F: 2 clusters Score -8452524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -8423003.000000 Penalty: 5320.071777
	Iteration 0F: 3 clusters Score -8423003 nChanged 20852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -8434472.000000 Penalty: 5320.071777
	Iteration 1F: 3 clusters Score -8434472 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -8435006.000000 Penalty: 5320.071777
	Iteration 2Q: 3 clusters Score -8435006 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -8435489.000000 Penalty: 5320.071777
	Iteration 3Q: 3 clusters Score -8435489 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -8436102.000000 Penalty: 5320.071777
	Iteration 4Q: 3 clusters Score -8436102 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -8436827.000000 Penalty: 5320.071777
	Iteration 5Q: 3 clusters Score -8436827 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -8437692.000000 Penalty: 5320.071777
	Iteration 6Q: 3 clusters Score -8437692 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -8439026.000000 Penalty: 5320.071777
	Iteration 7F: 3 clusters Score -8439026 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -8440822.000000 Penalty: 5320.071777
	Iteration 8F: 3 clusters Score -8440822 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -8443240.000000 Penalty: 5320.071777
	Iteration 9F: 3 clusters Score -8443240 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -8446146.000000 Penalty: 5320.071777
	Iteration 10F: 3 clusters Score -8446146 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -8447972.000000 Penalty: 5320.071777
	Iteration 11F: 3 clusters Score -8447972 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -8448511.000000 Penalty: 5320.071777
	Iteration 12Q: 3 clusters Score -8448511 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -8448702.000000 Penalty: 5320.071777
	Iteration 13Q: 3 clusters Score -8448702 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -8448796.000000 Penalty: 5320.071777
	Iteration 14Q: 3 clusters Score -8448796 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -8448851.000000 Penalty: 5320.071777
	Iteration 15Q: 3 clusters Score -8448851 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -8448920.000000 Penalty: 5320.071777
	Iteration 16Q: 3 clusters Score -8448920 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -8448948.000000 Penalty: 5320.071777
	Iteration 17Q: 3 clusters Score -8448948 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -8449027.000000 Penalty: 5320.071777
	Iteration 18Q: 3 clusters Score -8449027 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -8449076.000000 Penalty: 5320.071777
	Iteration 19Q: 3 clusters Score -8449076 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -8449125.000000 Penalty: 5320.071777
	Iteration 20F: 3 clusters Score -8449125 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -8449145.000000 Penalty: 5320.071777
	Iteration 21Q: 3 clusters Score -8449145 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -8449171.000000 Penalty: 5320.071777
	Iteration 22Q: 3 clusters Score -8449171 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -8449208.000000 Penalty: 5320.071777
	Iteration 23Q: 3 clusters Score -8449208 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -8449229.000000 Penalty: 5320.071777
	Iteration 24Q: 3 clusters Score -8449229 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -8449242.000000 Penalty: 5320.071777
	Iteration 25Q: 3 clusters Score -8449242 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -8449253.000000 Penalty: 5320.071777
	Iteration 26Q: 3 clusters Score -8449253 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -8449291.000000 Penalty: 5320.071777
	Iteration 27Q: 3 clusters Score -8449291 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -8449320.000000 Penalty: 5320.071777
	Iteration 28Q: 3 clusters Score -8449320 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -8449343.000000 Penalty: 5320.071777
	Iteration 29Q: 3 clusters Score -8449343 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -8449369.000000 Penalty: 5320.071777
	Iteration 30Q: 3 clusters Score -8449369 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -8449389.000000 Penalty: 5320.071777
	Iteration 31Q: 3 clusters Score -8449389 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -8449415.000000 Penalty: 5320.071777
	Iteration 32Q: 3 clusters Score -8449415 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -8449429.000000 Penalty: 5320.071777
	Iteration 33Q: 3 clusters Score -8449429 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -8449463.000000 Penalty: 5320.071777
	Iteration 34Q: 3 clusters Score -8449463 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -8449489.000000 Penalty: 5320.071777
	Iteration 35Q: 3 clusters Score -8449489 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -8449525.000000 Penalty: 5320.071777
	Iteration 36Q: 3 clusters Score -8449525 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -8449558.000000 Penalty: 5320.071777
	Iteration 37Q: 3 clusters Score -8449558 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -8449598.000000 Penalty: 5320.071777
	Iteration 38Q: 3 clusters Score -8449598 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -8449650.000000 Penalty: 5320.071777
	Iteration 39Q: 3 clusters Score -8449650 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -8449680.000000 Penalty: 5320.071777
	Iteration 40F: 3 clusters Score -8449680 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -8449726.000000 Penalty: 5320.071777
	Iteration 41Q: 3 clusters Score -8449726 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -8449781.000000 Penalty: 5320.071777
	Iteration 42Q: 3 clusters Score -8449781 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -8449836.000000 Penalty: 5320.071777
	Iteration 43Q: 3 clusters Score -8449836 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -8449901.000000 Penalty: 5320.071777
	Iteration 44Q: 3 clusters Score -8449901 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -8449981.000000 Penalty: 5320.071777
	Iteration 45Q: 3 clusters Score -8449981 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -8450027.000000 Penalty: 5320.071777
	Iteration 46Q: 3 clusters Score -8450027 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -8450038.000000 Penalty: 5320.071777
	Iteration 47Q: 3 clusters Score -8450038 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -8450097.000000 Penalty: 5320.071777
	Iteration 48Q: 3 clusters Score -8450097 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -8450120.000000 Penalty: 5320.071777
	Iteration 49Q: 3 clusters Score -8450120 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -8450144.000000 Penalty: 5320.071777
	Iteration 50Q: 3 clusters Score -8450144 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -8450175.000000 Penalty: 5320.071777
	Iteration 51Q: 3 clusters Score -8450175 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -8450210.000000 Penalty: 5320.071777
	Iteration 52Q: 3 clusters Score -8450210 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -8450263.000000 Penalty: 5320.071777
	Iteration 53Q: 3 clusters Score -8450263 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -8450301.000000 Penalty: 5320.071777
	Iteration 54Q: 3 clusters Score -8450301 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -8450325.000000 Penalty: 5320.071777
	Iteration 55Q: 3 clusters Score -8450325 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -8450353.000000 Penalty: 5320.071777
	Iteration 56Q: 3 clusters Score -8450353 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -8450407.000000 Penalty: 5320.071777
	Iteration 57Q: 3 clusters Score -8450407 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -8450445.000000 Penalty: 5320.071777
	Iteration 58Q: 3 clusters Score -8450445 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -8450474.000000 Penalty: 5320.071777
	Iteration 59Q: 3 clusters Score -8450474 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -8450503.000000 Penalty: 5320.071777
	Iteration 60F: 3 clusters Score -8450503 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -8450533.000000 Penalty: 5320.071777
	Iteration 61Q: 3 clusters Score -8450533 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -8450592.000000 Penalty: 5320.071777
	Iteration 62Q: 3 clusters Score -8450592 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -8450592.000000 Penalty: 5320.071777
	Iteration 63Q: 3 clusters Score -8450592 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -8450627.000000 Penalty: 5320.071777
	Iteration 64Q: 3 clusters Score -8450627 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -8450623.000000 Penalty: 5320.071777
	Iteration 65Q: 3 clusters Score -8450623 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -8450580.000000 Penalty: 5320.071777
	Iteration 66Q: 3 clusters Score -8450580 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -8450588.000000 Penalty: 5320.071777
	Iteration 67Q: 3 clusters Score -8450588 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -8450585.000000 Penalty: 5320.071777
	Iteration 68Q: 3 clusters Score -8450585 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -8450581.000000 Penalty: 5320.071777
	Iteration 69Q: 3 clusters Score -8450581 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -8450593.000000 Penalty: 5320.071777
	Iteration 70Q: 3 clusters Score -8450593 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -8450595.000000 Penalty: 5320.071777
	Iteration 71Q: 3 clusters Score -8450595 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -8450590.000000 Penalty: 5320.071777
	Iteration 72Q: 3 clusters Score -8450590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8450604.000000 Penalty: 5320.071777
	Iteration 73Q: 3 clusters Score -8450604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -8450602.000000 Penalty: 5320.071777
	Iteration 74Q: 3 clusters Score -8450602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -8450599.000000 Penalty: 5320.071777
	Iteration 75Q: 3 clusters Score -8450599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -8450585.000000 Penalty: 5320.071777
	Iteration 76Q: 3 clusters Score -8450585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -8450577.000000 Penalty: 5320.071777
	Iteration 77Q: 3 clusters Score -8450577 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -8450568.000000 Penalty: 5320.071777
	Iteration 78Q: 3 clusters Score -8450568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -8450536.000000 Penalty: 5320.071777
	Iteration 79Q: 3 clusters Score -8450536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -8450531.000000 Penalty: 5320.071777
	Iteration 80F: 3 clusters Score -8450531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -8450541.000000 Penalty: 5320.071777
	Iteration 81Q: 3 clusters Score -8450541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -8450536.000000 Penalty: 5320.071777
	Iteration 82Q: 3 clusters Score -8450536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -8450535.000000 Penalty: 5320.071777
	Iteration 83Q: 3 clusters Score -8450535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -8450532.000000 Penalty: 5320.071777
	Iteration 84Q: 3 clusters Score -8450532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -8450537.000000 Penalty: 5320.071777
	Iteration 85Q: 3 clusters Score -8450537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -8450537.000000 Penalty: 5320.071777
	Iteration 86Q: 3 clusters Score -8450537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -8450536.000000 Penalty: 5320.071777
	Iteration 87Q: 3 clusters Score -8450536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -8450541.000000 Penalty: 5320.071777
	Iteration 88Q: 3 clusters Score -8450541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -8450531.000000 Penalty: 5320.071777
	Iteration 89Q: 3 clusters Score -8450531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -8450533.000000 Penalty: 5320.071777
	Iteration 90Q: 3 clusters Score -8450533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -8450528.000000 Penalty: 5320.071777
	Iteration 91Q: 3 clusters Score -8450528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -8450529.000000 Penalty: 5320.071777
	Iteration 92Q: 3 clusters Score -8450529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8450526.000000 Penalty: 5320.071777
	Iteration 93Q: 3 clusters Score -8450526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -8450535.000000 Penalty: 5320.071777
	Iteration 94Q: 3 clusters Score -8450535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -8450536.000000 Penalty: 5320.071777
	Iteration 95Q: 3 clusters Score -8450536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -8450535.000000 Penalty: 5320.071777
	Iteration 96Q: 3 clusters Score -8450535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -8450527.000000 Penalty: 5320.071777
	Iteration 97Q: 3 clusters Score -8450527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -8450529.000000 Penalty: 5320.071777
	Iteration 98Q: 3 clusters Score -8450529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -8450531.000000 Penalty: 5320.071777
	Iteration 99Q: 3 clusters Score -8450531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -8450524.000000 Penalty: 5320.071777
	Iteration 100F: 3 clusters Score -8450524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -8450519.000000 Penalty: 5320.071777
	Iteration 101Q: 3 clusters Score -8450519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -8450519.000000 Penalty: 5320.071777
	Iteration 102F: 3 clusters Score -8450519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Entering Unmasked Estep 
Score: -7685951.000000 Penalty: 2638.994141
	Iteration 0F: 2 clusters Score -7685951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -7657797.000000 Penalty: 5277.988281
	Iteration 0F: 3 clusters Score -7657797 nChanged 19283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -7668357.000000 Penalty: 5277.988281
	Iteration 1F: 3 clusters Score -7668357 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -7669009.500000 Penalty: 5277.988281
	Iteration 2Q: 3 clusters Score -7669010 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -7669847.000000 Penalty: 5277.988281
	Iteration 3Q: 3 clusters Score -7669847 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -7670970.000000 Penalty: 5277.988281
	Iteration 4F: 3 clusters Score -7670970 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -7672654.500000 Penalty: 5277.988281
	Iteration 5F: 3 clusters Score -7672654 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -7674992.500000 Penalty: 5277.988281
	Iteration 6F: 3 clusters Score -7674992 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -7677797.000000 Penalty: 5277.988281
	Iteration 7F: 3 clusters Score -7677797 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -7680683.500000 Penalty: 5277.988281
	Iteration 8F: 3 clusters Score -7680684 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -7682768.000000 Penalty: 5277.988281
	Iteration 9Q: 3 clusters Score -7682768 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -7683616.500000 Penalty: 5277.988281
	Iteration 10Q: 3 clusters Score -7683616 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -7683813.500000 Penalty: 5277.988281
	Iteration 11Q: 3 clusters Score -7683814 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -7683896.500000 Penalty: 5277.988281
	Iteration 12Q: 3 clusters Score -7683896 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -7683925.000000 Penalty: 5277.988281
	Iteration 13Q: 3 clusters Score -7683925 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -7683975.000000 Penalty: 5277.988281
	Iteration 14Q: 3 clusters Score -7683975 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -7683982.000000 Penalty: 5277.988281
	Iteration 15Q: 3 clusters Score -7683982 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -7683987.000000 Penalty: 5277.988281
	Iteration 16Q: 3 clusters Score -7683987 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -7683995.000000 Penalty: 5277.988281
	Iteration 17Q: 3 clusters Score -7683995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -7683997.000000 Penalty: 5277.988281
	Iteration 18Q: 3 clusters Score -7683997 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -7683996.000000 Penalty: 5277.988281
	Iteration 19Q: 3 clusters Score -7683996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 39623 members 
Entering Unmasked Estep 
Score: -7684007.000000 Penalty: 5277.988281
	Iteration 20F: 3 clusters Score -7684007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -7683997.000000 Penalty: 5277.988281
	Iteration 21Q: 3 clusters Score -7683997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -7683992.500000 Penalty: 5277.988281
	Iteration 22Q: 3 clusters Score -7683992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -7684002.000000 Penalty: 5277.988281
	Iteration 23Q: 3 clusters Score -7684002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -7684009.000000 Penalty: 5277.988281
	Iteration 24Q: 3 clusters Score -7684009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -7684012.500000 Penalty: 5277.988281
	Iteration 25Q: 3 clusters Score -7684012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -7684022.500000 Penalty: 5277.988281
	Iteration 26Q: 3 clusters Score -7684022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -7684025.000000 Penalty: 5277.988281
	Iteration 27Q: 3 clusters Score -7684025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -7684017.000000 Penalty: 5277.988281
	Iteration 28Q: 3 clusters Score -7684017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -7684023.000000 Penalty: 5277.988281
	Iteration 29Q: 3 clusters Score -7684023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -7684016.000000 Penalty: 5277.988281
	Iteration 30Q: 3 clusters Score -7684016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -7684022.000000 Penalty: 5277.988281
	Iteration 31Q: 3 clusters Score -7684022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -7684023.000000 Penalty: 5277.988281
	Iteration 32Q: 3 clusters Score -7684023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -7684015.500000 Penalty: 5277.988281
	Iteration 33Q: 3 clusters Score -7684016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -7684015.500000 Penalty: 5277.988281
	Iteration 34Q: 3 clusters Score -7684016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -7684010.500000 Penalty: 5277.988281
	Iteration 35Q: 3 clusters Score -7684010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -7684014.500000 Penalty: 5277.988281
	Iteration 36Q: 3 clusters Score -7684014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -7684004.500000 Penalty: 5277.988281
	Iteration 37Q: 3 clusters Score -7684004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -7684014.000000 Penalty: 5277.988281
	Iteration 38Q: 3 clusters Score -7684014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -7684013.000000 Penalty: 5277.988281
	Iteration 39Q: 3 clusters Score -7684013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -7684013.000000 Penalty: 5277.988281
	Iteration 40F: 3 clusters Score -7684013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -7684021.500000 Penalty: 5277.988281
	Iteration 41Q: 3 clusters Score -7684022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -7684024.000000 Penalty: 5277.988281
	Iteration 42Q: 3 clusters Score -7684024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -7684023.000000 Penalty: 5277.988281
	Iteration 43Q: 3 clusters Score -7684023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -7684024.500000 Penalty: 5277.988281
	Iteration 44Q: 3 clusters Score -7684024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -7684029.500000 Penalty: 5277.988281
	Iteration 45Q: 3 clusters Score -7684030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -7684034.000000 Penalty: 5277.988281
	Iteration 46Q: 3 clusters Score -7684034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -7684023.500000 Penalty: 5277.988281
	Iteration 47Q: 3 clusters Score -7684024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -7684021.500000 Penalty: 5277.988281
	Iteration 48Q: 3 clusters Score -7684022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -7684028.000000 Penalty: 5277.988281
	Iteration 49Q: 3 clusters Score -7684028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -7684037.000000 Penalty: 5277.988281
	Iteration 50Q: 3 clusters Score -7684037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -7684031.500000 Penalty: 5277.988281
	Iteration 51Q: 3 clusters Score -7684032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -7684038.000000 Penalty: 5277.988281
	Iteration 52Q: 3 clusters Score -7684038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -7684039.000000 Penalty: 5277.988281
	Iteration 53Q: 3 clusters Score -7684039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -7684039.000000 Penalty: 5277.988281
	Iteration 54F: 3 clusters Score -7684039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Entering Unmasked Estep 
Score: -8373000.000000 Penalty: 2658.582520
	Iteration 0F: 2 clusters Score -8373000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -8343986.000000 Penalty: 5317.165039
	Iteration 0F: 3 clusters Score -8343986 nChanged 20814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -8355256.000000 Penalty: 5317.165039
	Iteration 1F: 3 clusters Score -8355256 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -8355692.000000 Penalty: 5317.165039
	Iteration 2Q: 3 clusters Score -8355692 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -8356144.000000 Penalty: 5317.165039
	Iteration 3Q: 3 clusters Score -8356144 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -8356459.000000 Penalty: 5317.165039
	Iteration 4Q: 3 clusters Score -8356459 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -8356854.500000 Penalty: 5317.165039
	Iteration 5Q: 3 clusters Score -8356854 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -8357240.000000 Penalty: 5317.165039
	Iteration 6Q: 3 clusters Score -8357240 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -8357712.000000 Penalty: 5317.165039
	Iteration 7Q: 3 clusters Score -8357712 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -8358434.500000 Penalty: 5317.165039
	Iteration 8Q: 3 clusters Score -8358434 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -8359529.000000 Penalty: 5317.165039
	Iteration 9Q: 3 clusters Score -8359529 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -8361117.500000 Penalty: 5317.165039
	Iteration 10F: 3 clusters Score -8361118 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30868 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -8363485.500000 Penalty: 5317.165039
	Iteration 11F: 3 clusters Score -8363486 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -8365897.000000 Penalty: 5317.165039
	Iteration 12F: 3 clusters Score -8365897 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -8367685.000000 Penalty: 5317.165039
	Iteration 13F: 3 clusters Score -8367685 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -8368701.000000 Penalty: 5317.165039
	Iteration 14Q: 3 clusters Score -8368701 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -8369265.500000 Penalty: 5317.165039
	Iteration 15Q: 3 clusters Score -8369266 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -8369686.500000 Penalty: 5317.165039
	Iteration 16Q: 3 clusters Score -8369686 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -8370050.500000 Penalty: 5317.165039
	Iteration 17Q: 3 clusters Score -8370050 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -8370392.000000 Penalty: 5317.165039
	Iteration 18Q: 3 clusters Score -8370392 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -8370604.500000 Penalty: 5317.165039
	Iteration 19Q: 3 clusters Score -8370604 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -8370754.000000 Penalty: 5317.165039
	Iteration 20F: 3 clusters Score -8370754 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -8370959.500000 Penalty: 5317.165039
	Iteration 21Q: 3 clusters Score -8370960 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -8371134.000000 Penalty: 5317.165039
	Iteration 22Q: 3 clusters Score -8371134 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -8371292.000000 Penalty: 5317.165039
	Iteration 23Q: 3 clusters Score -8371292 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -8371410.500000 Penalty: 5317.165039
	Iteration 24Q: 3 clusters Score -8371410 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -8371502.500000 Penalty: 5317.165039
	Iteration 25Q: 3 clusters Score -8371502 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -8371627.000000 Penalty: 5317.165039
	Iteration 26Q: 3 clusters Score -8371627 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -8371671.000000 Penalty: 5317.165039
	Iteration 27Q: 3 clusters Score -8371671 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -8371719.000000 Penalty: 5317.165039
	Iteration 28Q: 3 clusters Score -8371719 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -8371768.000000 Penalty: 5317.165039
	Iteration 29Q: 3 clusters Score -8371768 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -8371808.500000 Penalty: 5317.165039
	Iteration 30Q: 3 clusters Score -8371808 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -8371849.000000 Penalty: 5317.165039
	Iteration 31Q: 3 clusters Score -8371849 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -8371887.000000 Penalty: 5317.165039
	Iteration 32Q: 3 clusters Score -8371887 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -8371907.000000 Penalty: 5317.165039
	Iteration 33Q: 3 clusters Score -8371907 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -8371921.500000 Penalty: 5317.165039
	Iteration 34Q: 3 clusters Score -8371922 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -8371943.500000 Penalty: 5317.165039
	Iteration 35Q: 3 clusters Score -8371944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -8371962.000000 Penalty: 5317.165039
	Iteration 36Q: 3 clusters Score -8371962 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8371946.000000 Penalty: 5317.165039
	Iteration 37Q: 3 clusters Score -8371946 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -8371958.500000 Penalty: 5317.165039
	Iteration 38Q: 3 clusters Score -8371958 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -8371984.500000 Penalty: 5317.165039
	Iteration 39Q: 3 clusters Score -8371984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -8371990.500000 Penalty: 5317.165039
	Iteration 40F: 3 clusters Score -8371990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -8372001.000000 Penalty: 5317.165039
	Iteration 41Q: 3 clusters Score -8372001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8372034.000000 Penalty: 5317.165039
	Iteration 42Q: 3 clusters Score -8372034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -8372039.000000 Penalty: 5317.165039
	Iteration 43Q: 3 clusters Score -8372039 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -8372036.500000 Penalty: 5317.165039
	Iteration 44Q: 3 clusters Score -8372036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -8372050.000000 Penalty: 5317.165039
	Iteration 45Q: 3 clusters Score -8372050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -8372064.500000 Penalty: 5317.165039
	Iteration 46Q: 3 clusters Score -8372064 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8372091.500000 Penalty: 5317.165039
	Iteration 47Q: 3 clusters Score -8372092 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -8372123.500000 Penalty: 5317.165039
	Iteration 48Q: 3 clusters Score -8372124 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8372148.500000 Penalty: 5317.165039
	Iteration 49Q: 3 clusters Score -8372148 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -8372154.500000 Penalty: 5317.165039
	Iteration 50Q: 3 clusters Score -8372154 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8372159.500000 Penalty: 5317.165039
	Iteration 51Q: 3 clusters Score -8372160 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -8372168.500000 Penalty: 5317.165039
	Iteration 52Q: 3 clusters Score -8372168 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -8372182.000000 Penalty: 5317.165039
	Iteration 53Q: 3 clusters Score -8372182 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8372191.500000 Penalty: 5317.165039
	Iteration 54Q: 3 clusters Score -8372192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8372160.000000 Penalty: 5317.165039
	Iteration 55Q: 3 clusters Score -8372160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8372156.000000 Penalty: 5317.165039
	Iteration 56Q: 3 clusters Score -8372156 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8372145.500000 Penalty: 5317.165039
	Iteration 57Q: 3 clusters Score -8372146 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8372124.000000 Penalty: 5317.165039
	Iteration 58Q: 3 clusters Score -8372124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8372079.500000 Penalty: 5317.165039
	Iteration 59Q: 3 clusters Score -8372080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8372076.000000 Penalty: 5317.165039
	Iteration 60F: 3 clusters Score -8372076 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8372066.500000 Penalty: 5317.165039
	Iteration 61Q: 3 clusters Score -8372066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8372057.000000 Penalty: 5317.165039
	Iteration 62Q: 3 clusters Score -8372057 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8372000.000000 Penalty: 5317.165039
	Iteration 63Q: 3 clusters Score -8372000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8371976.500000 Penalty: 5317.165039
	Iteration 64Q: 3 clusters Score -8371976 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8371976.000000 Penalty: 5317.165039
	Iteration 65Q: 3 clusters Score -8371976 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8371969.500000 Penalty: 5317.165039
	Iteration 66Q: 3 clusters Score -8371970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8371942.500000 Penalty: 5317.165039
	Iteration 67Q: 3 clusters Score -8371942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8371906.500000 Penalty: 5317.165039
	Iteration 68Q: 3 clusters Score -8371906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8371903.000000 Penalty: 5317.165039
	Iteration 69Q: 3 clusters Score -8371903 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8371896.500000 Penalty: 5317.165039
	Iteration 70Q: 3 clusters Score -8371896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8371866.000000 Penalty: 5317.165039
	Iteration 71Q: 3 clusters Score -8371866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8371846.500000 Penalty: 5317.165039
	Iteration 72Q: 3 clusters Score -8371846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8371849.500000 Penalty: 5317.165039
	Iteration 73Q: 3 clusters Score -8371850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8371831.000000 Penalty: 5317.165039
	Iteration 74Q: 3 clusters Score -8371831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8371819.500000 Penalty: 5317.165039
	Iteration 75Q: 3 clusters Score -8371820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8371806.000000 Penalty: 5317.165039
	Iteration 76Q: 3 clusters Score -8371806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8371773.500000 Penalty: 5317.165039
	Iteration 77Q: 3 clusters Score -8371774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8371771.500000 Penalty: 5317.165039
	Iteration 78Q: 3 clusters Score -8371772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8371774.500000 Penalty: 5317.165039
	Iteration 79Q: 3 clusters Score -8371774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8371776.000000 Penalty: 5317.165039
	Iteration 80F: 3 clusters Score -8371776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8371755.000000 Penalty: 5317.165039
	Iteration 81Q: 3 clusters Score -8371755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8371731.500000 Penalty: 5317.165039
	Iteration 82Q: 3 clusters Score -8371732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8371727.500000 Penalty: 5317.165039
	Iteration 83Q: 3 clusters Score -8371728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8371714.500000 Penalty: 5317.165039
	Iteration 84Q: 3 clusters Score -8371714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8371712.000000 Penalty: 5317.165039
	Iteration 85Q: 3 clusters Score -8371712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8371729.000000 Penalty: 5317.165039
	Iteration 86Q: 3 clusters Score -8371729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8371713.500000 Penalty: 5317.165039
	Iteration 87Q: 3 clusters Score -8371714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8371701.500000 Penalty: 5317.165039
	Iteration 88Q: 3 clusters Score -8371702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8371685.500000 Penalty: 5317.165039
	Iteration 89Q: 3 clusters Score -8371686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8371684.500000 Penalty: 5317.165039
	Iteration 90Q: 3 clusters Score -8371684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8371692.500000 Penalty: 5317.165039
	Iteration 91Q: 3 clusters Score -8371692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8371684.000000 Penalty: 5317.165039
	Iteration 92Q: 3 clusters Score -8371684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8371678.000000 Penalty: 5317.165039
	Iteration 93Q: 3 clusters Score -8371678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8371664.500000 Penalty: 5317.165039
	Iteration 94Q: 3 clusters Score -8371664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8371666.000000 Penalty: 5317.165039
	Iteration 95Q: 3 clusters Score -8371666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8371664.500000 Penalty: 5317.165039
	Iteration 96Q: 3 clusters Score -8371664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8371664.500000 Penalty: 5317.165039
	Iteration 97F: 3 clusters Score -8371664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Entering Unmasked Estep 
Score: -179775.234375 Penalty: 1718.520142
	Iteration 0F: 2 clusters Score -179775.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -177822.437500 Penalty: 3437.040283
	Iteration 0F: 3 clusters Score -177822.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -178195.828125 Penalty: 3437.040283
	Iteration 1F: 3 clusters Score -178195.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -178370.187500 Penalty: 3437.040283
	Iteration 2F: 3 clusters Score -178370.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -178482.546875 Penalty: 3437.040283
	Iteration 3F: 3 clusters Score -178482.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -178546.515625 Penalty: 3437.040283
	Iteration 4Q: 3 clusters Score -178546.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -178588.156250 Penalty: 3437.040283
	Iteration 5Q: 3 clusters Score -178588.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -178615.015625 Penalty: 3437.040283
	Iteration 6Q: 3 clusters Score -178615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -178634.468750 Penalty: 3437.040283
	Iteration 7Q: 3 clusters Score -178634.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -178650.656250 Penalty: 3437.040283
	Iteration 8Q: 3 clusters Score -178650.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -178680.437500 Penalty: 3437.040283
	Iteration 9Q: 3 clusters Score -178680.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -178707.531250 Penalty: 3437.040283
	Iteration 10Q: 3 clusters Score -178707.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -178731.015625 Penalty: 3437.040283
	Iteration 11Q: 3 clusters Score -178731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -178748.828125 Penalty: 3437.040283
	Iteration 12Q: 3 clusters Score -178748.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -178760.140625 Penalty: 3437.040283
	Iteration 13Q: 3 clusters Score -178760.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -178777.984375 Penalty: 3437.040283
	Iteration 14Q: 3 clusters Score -178778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -178790.609375 Penalty: 3437.040283
	Iteration 15Q: 3 clusters Score -178790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -178793.734375 Penalty: 3437.040283
	Iteration 16Q: 3 clusters Score -178793.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -178800.671875 Penalty: 3437.040283
	Iteration 17Q: 3 clusters Score -178800.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -178811.546875 Penalty: 3437.040283
	Iteration 18Q: 3 clusters Score -178811.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -178819.031250 Penalty: 3437.040283
	Iteration 19Q: 3 clusters Score -178819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -178854.234375 Penalty: 3437.040283
	Iteration 20F: 3 clusters Score -178854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -178897.875000 Penalty: 3437.040283
	Iteration 21Q: 3 clusters Score -178897.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -178929.390625 Penalty: 3437.040283
	Iteration 22Q: 3 clusters Score -178929.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -178939.343750 Penalty: 3437.040283
	Iteration 23Q: 3 clusters Score -178939.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -178944.828125 Penalty: 3437.040283
	Iteration 24Q: 3 clusters Score -178944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -178947.843750 Penalty: 3437.040283
	Iteration 25Q: 3 clusters Score -178947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -178952.812500 Penalty: 3437.040283
	Iteration 26Q: 3 clusters Score -178952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -178958.828125 Penalty: 3437.040283
	Iteration 27Q: 3 clusters Score -178958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -178962.921875 Penalty: 3437.040283
	Iteration 28Q: 3 clusters Score -178962.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -178966.093750 Penalty: 3437.040283
	Iteration 29Q: 3 clusters Score -178966.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -178970.109375 Penalty: 3437.040283
	Iteration 30Q: 3 clusters Score -178970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -178976.156250 Penalty: 3437.040283
	Iteration 31Q: 3 clusters Score -178976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -178982.078125 Penalty: 3437.040283
	Iteration 32Q: 3 clusters Score -178982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -178983.453125 Penalty: 3437.040283
	Iteration 33Q: 3 clusters Score -178983.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -178984.546875 Penalty: 3437.040283
	Iteration 34Q: 3 clusters Score -178984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -178986.578125 Penalty: 3437.040283
	Iteration 35Q: 3 clusters Score -178986.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -178986.578125 Penalty: 3437.040283
	Iteration 36F: 3 clusters Score -178986.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Entering Unmasked Estep 
Score: -8345680.500000 Penalty: 2657.368408
	Iteration 0F: 2 clusters Score -8345680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -8315654.500000 Penalty: 5314.736816
	Iteration 0F: 3 clusters Score -8315654 nChanged 20798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -8326968.500000 Penalty: 5314.736816
	Iteration 1F: 3 clusters Score -8326968 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -8327460.500000 Penalty: 5314.736816
	Iteration 2Q: 3 clusters Score -8327460 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -8327861.500000 Penalty: 5314.736816
	Iteration 3Q: 3 clusters Score -8327862 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -8328209.500000 Penalty: 5314.736816
	Iteration 4Q: 3 clusters Score -8328210 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -8328472.500000 Penalty: 5314.736816
	Iteration 5Q: 3 clusters Score -8328472 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -8328808.000000 Penalty: 5314.736816
	Iteration 6Q: 3 clusters Score -8328808 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -8329178.500000 Penalty: 5314.736816
	Iteration 7Q: 3 clusters Score -8329178 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -8329660.500000 Penalty: 5314.736816
	Iteration 8Q: 3 clusters Score -8329660 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -8330359.000000 Penalty: 5314.736816
	Iteration 9Q: 3 clusters Score -8330359 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -8331411.000000 Penalty: 5314.736816
	Iteration 10Q: 3 clusters Score -8331411 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -8332890.000000 Penalty: 5314.736816
	Iteration 11F: 3 clusters Score -8332890 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -8334997.500000 Penalty: 5314.736816
	Iteration 12F: 3 clusters Score -8334998 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -8337307.000000 Penalty: 5314.736816
	Iteration 13F: 3 clusters Score -8337307 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -8339388.500000 Penalty: 5314.736816
	Iteration 14F: 3 clusters Score -8339388 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -8340872.500000 Penalty: 5314.736816
	Iteration 15Q: 3 clusters Score -8340872 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8342049.000000 Penalty: 5314.736816
	Iteration 16Q: 3 clusters Score -8342049 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8342684.500000 Penalty: 5314.736816
	Iteration 17Q: 3 clusters Score -8342684 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8343033.500000 Penalty: 5314.736816
	Iteration 18Q: 3 clusters Score -8343034 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8343230.000000 Penalty: 5314.736816
	Iteration 19Q: 3 clusters Score -8343230 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8343300.500000 Penalty: 5314.736816
	Iteration 20F: 3 clusters Score -8343300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8343364.500000 Penalty: 5314.736816
	Iteration 21Q: 3 clusters Score -8343364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8343401.500000 Penalty: 5314.736816
	Iteration 22Q: 3 clusters Score -8343402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8343409.000000 Penalty: 5314.736816
	Iteration 23Q: 3 clusters Score -8343409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8343420.500000 Penalty: 5314.736816
	Iteration 24Q: 3 clusters Score -8343420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8343422.000000 Penalty: 5314.736816
	Iteration 25Q: 3 clusters Score -8343422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8343424.500000 Penalty: 5314.736816
	Iteration 26Q: 3 clusters Score -8343424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8343436.500000 Penalty: 5314.736816
	Iteration 27Q: 3 clusters Score -8343436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8343437.500000 Penalty: 5314.736816
	Iteration 28Q: 3 clusters Score -8343438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8343434.000000 Penalty: 5314.736816
	Iteration 29Q: 3 clusters Score -8343434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8343441.500000 Penalty: 5314.736816
	Iteration 30Q: 3 clusters Score -8343442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8343444.500000 Penalty: 5314.736816
	Iteration 31Q: 3 clusters Score -8343444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8343442.500000 Penalty: 5314.736816
	Iteration 32Q: 3 clusters Score -8343442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8343445.000000 Penalty: 5314.736816
	Iteration 33Q: 3 clusters Score -8343445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8343449.000000 Penalty: 5314.736816
	Iteration 34Q: 3 clusters Score -8343449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8343449.000000 Penalty: 5314.736816
	Iteration 35F: 3 clusters Score -8343449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -19757.708984 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -19757.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18723.892578 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -18723.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18904.589844 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -18904.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18943.054688 Penalty: 2722.513184
	Iteration 2Q: 3 clusters Score -18943.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18968.451172 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -18968.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18987.740234 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -18987.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19006.490234 Penalty: 2722.513184
	Iteration 5Q: 3 clusters Score -19006.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19027.337891 Penalty: 2722.513184
	Iteration 6Q: 3 clusters Score -19027.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19052.189453 Penalty: 2722.513184
	Iteration 7Q: 3 clusters Score -19052.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19053.982422 Penalty: 2722.513184
	Iteration 8Q: 3 clusters Score -19053.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19053.982422 Penalty: 2722.513184
	Iteration 9F: 3 clusters Score -19053.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Entering Unmasked Estep 
Score: -7608682.000000 Penalty: 2633.495850
	Iteration 0F: 2 clusters Score -7608682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -7581843.000000 Penalty: 5266.991699
	Iteration 0F: 3 clusters Score -7581843 nChanged 18565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -7592148.500000 Penalty: 5266.991699
	Iteration 1F: 3 clusters Score -7592148 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -7592693.000000 Penalty: 5266.991699
	Iteration 2Q: 3 clusters Score -7592693 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -7593264.000000 Penalty: 5266.991699
	Iteration 3Q: 3 clusters Score -7593264 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -7594139.500000 Penalty: 5266.991699
	Iteration 4Q: 3 clusters Score -7594140 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -7595551.500000 Penalty: 5266.991699
	Iteration 5F: 3 clusters Score -7595552 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -7597634.500000 Penalty: 5266.991699
	Iteration 6F: 3 clusters Score -7597634 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -7600456.000000 Penalty: 5266.991699
	Iteration 7F: 3 clusters Score -7600456 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -7603322.000000 Penalty: 5266.991699
	Iteration 8F: 3 clusters Score -7603322 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7605082.000000 Penalty: 5266.991699
	Iteration 9F: 3 clusters Score -7605082 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7605938.000000 Penalty: 5266.991699
	Iteration 10Q: 3 clusters Score -7605938 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7606233.000000 Penalty: 5266.991699
	Iteration 11Q: 3 clusters Score -7606233 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7606320.500000 Penalty: 5266.991699
	Iteration 12Q: 3 clusters Score -7606320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7606368.500000 Penalty: 5266.991699
	Iteration 13Q: 3 clusters Score -7606368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7606398.000000 Penalty: 5266.991699
	Iteration 14Q: 3 clusters Score -7606398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7606421.500000 Penalty: 5266.991699
	Iteration 15Q: 3 clusters Score -7606422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7606419.500000 Penalty: 5266.991699
	Iteration 16Q: 3 clusters Score -7606420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7606432.000000 Penalty: 5266.991699
	Iteration 17Q: 3 clusters Score -7606432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7606440.000000 Penalty: 5266.991699
	Iteration 18Q: 3 clusters Score -7606440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7606447.000000 Penalty: 5266.991699
	Iteration 19Q: 3 clusters Score -7606447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7606457.500000 Penalty: 5266.991699
	Iteration 20F: 3 clusters Score -7606458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7606462.000000 Penalty: 5266.991699
	Iteration 21Q: 3 clusters Score -7606462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7606464.000000 Penalty: 5266.991699
	Iteration 22Q: 3 clusters Score -7606464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7606468.000000 Penalty: 5266.991699
	Iteration 23Q: 3 clusters Score -7606468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7606468.000000 Penalty: 5266.991699
	Iteration 24F: 3 clusters Score -7606468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -73560.960938 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -73560.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72082.171875 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -72082.17 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72350.203125 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -72350.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72476.460938 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -72476.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72571.015625 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -72571.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72622.609375 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -72622.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72650.085938 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -72650.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72672.164062 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -72672.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -72696.765625 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -72696.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -72760.914062 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -72760.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72871.593750 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -72871.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72969.078125 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -72969.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73056.632812 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -73056.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -73097.710938 Penalty: 3146.564697
	Iteration 12Q: 3 clusters Score -73097.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -73113.195312 Penalty: 3146.564697
	Iteration 13Q: 3 clusters Score -73113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73131.023438 Penalty: 3146.564697
	Iteration 14Q: 3 clusters Score -73131.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73170.882812 Penalty: 3146.564697
	Iteration 15Q: 3 clusters Score -73170.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -73194.195312 Penalty: 3146.564697
	Iteration 16Q: 3 clusters Score -73194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -73216.140625 Penalty: 3146.564697
	Iteration 17Q: 3 clusters Score -73216.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73237.304688 Penalty: 3146.564697
	Iteration 18Q: 3 clusters Score -73237.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73246.265625 Penalty: 3146.564697
	Iteration 19Q: 3 clusters Score -73246.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -73257.804688 Penalty: 3146.564697
	Iteration 20F: 3 clusters Score -73257.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73276.906250 Penalty: 3146.564697
	Iteration 21Q: 3 clusters Score -73276.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73282.796875 Penalty: 3146.564697
	Iteration 22Q: 3 clusters Score -73282.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73282.796875 Penalty: 3146.564697
	Iteration 23F: 3 clusters Score -73282.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Entering Unmasked Estep 
Score: -8091795.000000 Penalty: 2648.368652
	Iteration 0F: 2 clusters Score -8091795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -8063734.000000 Penalty: 5296.737305
	Iteration 0F: 3 clusters Score -8063734 nChanged 19899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -8074838.000000 Penalty: 5296.737305
	Iteration 1F: 3 clusters Score -8074838 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -8075371.000000 Penalty: 5296.737305
	Iteration 2Q: 3 clusters Score -8075371 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -8075827.000000 Penalty: 5296.737305
	Iteration 3Q: 3 clusters Score -8075827 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -8076403.500000 Penalty: 5296.737305
	Iteration 4Q: 3 clusters Score -8076404 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -8077036.500000 Penalty: 5296.737305
	Iteration 5Q: 3 clusters Score -8077036 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -8077767.000000 Penalty: 5296.737305
	Iteration 6Q: 3 clusters Score -8077767 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -8078748.500000 Penalty: 5296.737305
	Iteration 7Q: 3 clusters Score -8078748 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -8079896.000000 Penalty: 5296.737305
	Iteration 8Q: 3 clusters Score -8079896 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -8081162.500000 Penalty: 5296.737305
	Iteration 9Q: 3 clusters Score -8081162 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -8082447.500000 Penalty: 5296.737305
	Iteration 10Q: 3 clusters Score -8082448 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -8083683.000000 Penalty: 5296.737305
	Iteration 11Q: 3 clusters Score -8083683 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -8084608.500000 Penalty: 5296.737305
	Iteration 12Q: 3 clusters Score -8084608 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -8085224.500000 Penalty: 5296.737305
	Iteration 13Q: 3 clusters Score -8085224 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -8085646.000000 Penalty: 5296.737305
	Iteration 14Q: 3 clusters Score -8085646 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -8085946.000000 Penalty: 5296.737305
	Iteration 15Q: 3 clusters Score -8085946 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -8086205.000000 Penalty: 5296.737305
	Iteration 16Q: 3 clusters Score -8086205 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -8086377.000000 Penalty: 5296.737305
	Iteration 17Q: 3 clusters Score -8086377 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -8086537.000000 Penalty: 5296.737305
	Iteration 18Q: 3 clusters Score -8086537 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -8086749.000000 Penalty: 5296.737305
	Iteration 19Q: 3 clusters Score -8086749 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -8086967.500000 Penalty: 5296.737305
	Iteration 20F: 3 clusters Score -8086968 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -8087180.500000 Penalty: 5296.737305
	Iteration 21Q: 3 clusters Score -8087180 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -8087389.000000 Penalty: 5296.737305
	Iteration 22Q: 3 clusters Score -8087389 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -8087584.000000 Penalty: 5296.737305
	Iteration 23Q: 3 clusters Score -8087584 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -8087769.000000 Penalty: 5296.737305
	Iteration 24Q: 3 clusters Score -8087769 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -8087916.500000 Penalty: 5296.737305
	Iteration 25Q: 3 clusters Score -8087916 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -8088147.000000 Penalty: 5296.737305
	Iteration 26Q: 3 clusters Score -8088147 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -8088319.000000 Penalty: 5296.737305
	Iteration 27Q: 3 clusters Score -8088319 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -8088465.500000 Penalty: 5296.737305
	Iteration 28Q: 3 clusters Score -8088466 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -8088620.000000 Penalty: 5296.737305
	Iteration 29Q: 3 clusters Score -8088620 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -8088762.000000 Penalty: 5296.737305
	Iteration 30Q: 3 clusters Score -8088762 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -8088957.500000 Penalty: 5296.737305
	Iteration 31Q: 3 clusters Score -8088958 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -8089106.000000 Penalty: 5296.737305
	Iteration 32Q: 3 clusters Score -8089106 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -8089249.500000 Penalty: 5296.737305
	Iteration 33Q: 3 clusters Score -8089250 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -8089349.000000 Penalty: 5296.737305
	Iteration 34Q: 3 clusters Score -8089349 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -8089476.500000 Penalty: 5296.737305
	Iteration 35Q: 3 clusters Score -8089476 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -8089582.000000 Penalty: 5296.737305
	Iteration 36Q: 3 clusters Score -8089582 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -8089651.000000 Penalty: 5296.737305
	Iteration 37Q: 3 clusters Score -8089651 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -8089747.500000 Penalty: 5296.737305
	Iteration 38Q: 3 clusters Score -8089748 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -8089791.000000 Penalty: 5296.737305
	Iteration 39Q: 3 clusters Score -8089791 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -8089793.500000 Penalty: 5296.737305
	Iteration 40F: 3 clusters Score -8089794 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8089809.000000 Penalty: 5296.737305
	Iteration 41Q: 3 clusters Score -8089809 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -8089827.000000 Penalty: 5296.737305
	Iteration 42Q: 3 clusters Score -8089827 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8089827.500000 Penalty: 5296.737305
	Iteration 43Q: 3 clusters Score -8089828 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8089852.000000 Penalty: 5296.737305
	Iteration 44Q: 3 clusters Score -8089852 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8089833.000000 Penalty: 5296.737305
	Iteration 45Q: 3 clusters Score -8089833 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8089813.500000 Penalty: 5296.737305
	Iteration 46Q: 3 clusters Score -8089814 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8089826.500000 Penalty: 5296.737305
	Iteration 47Q: 3 clusters Score -8089826 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8089835.000000 Penalty: 5296.737305
	Iteration 48Q: 3 clusters Score -8089835 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8089845.500000 Penalty: 5296.737305
	Iteration 49Q: 3 clusters Score -8089846 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8089834.000000 Penalty: 5296.737305
	Iteration 50Q: 3 clusters Score -8089834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8089847.000000 Penalty: 5296.737305
	Iteration 51Q: 3 clusters Score -8089847 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8089839.500000 Penalty: 5296.737305
	Iteration 52Q: 3 clusters Score -8089840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8089832.000000 Penalty: 5296.737305
	Iteration 53Q: 3 clusters Score -8089832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8089835.500000 Penalty: 5296.737305
	Iteration 54Q: 3 clusters Score -8089836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8089845.500000 Penalty: 5296.737305
	Iteration 55Q: 3 clusters Score -8089846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8089834.500000 Penalty: 5296.737305
	Iteration 56Q: 3 clusters Score -8089834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8089827.000000 Penalty: 5296.737305
	Iteration 57Q: 3 clusters Score -8089827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8089827.000000 Penalty: 5296.737305
	Iteration 58Q: 3 clusters Score -8089827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8089828.500000 Penalty: 5296.737305
	Iteration 59Q: 3 clusters Score -8089828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8089824.500000 Penalty: 5296.737305
	Iteration 60F: 3 clusters Score -8089824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8089831.500000 Penalty: 5296.737305
	Iteration 61Q: 3 clusters Score -8089832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8089821.500000 Penalty: 5296.737305
	Iteration 62Q: 3 clusters Score -8089822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8089817.000000 Penalty: 5296.737305
	Iteration 63Q: 3 clusters Score -8089817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8089816.000000 Penalty: 5296.737305
	Iteration 64Q: 3 clusters Score -8089816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8089811.000000 Penalty: 5296.737305
	Iteration 65Q: 3 clusters Score -8089811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8089805.000000 Penalty: 5296.737305
	Iteration 66Q: 3 clusters Score -8089805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8089798.500000 Penalty: 5296.737305
	Iteration 67Q: 3 clusters Score -8089798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8089806.500000 Penalty: 5296.737305
	Iteration 68Q: 3 clusters Score -8089806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8089802.500000 Penalty: 5296.737305
	Iteration 69Q: 3 clusters Score -8089802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8089801.500000 Penalty: 5296.737305
	Iteration 70Q: 3 clusters Score -8089802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8089804.500000 Penalty: 5296.737305
	Iteration 71Q: 3 clusters Score -8089804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8089806.500000 Penalty: 5296.737305
	Iteration 72Q: 3 clusters Score -8089806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8089806.500000 Penalty: 5296.737305
	Iteration 73F: 3 clusters Score -8089806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Entering Unmasked Estep 
Score: -7651022.500000 Penalty: 2638.281494
	Iteration 0F: 2 clusters Score -7651022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -7622843.000000 Penalty: 5276.562988
	Iteration 0F: 3 clusters Score -7622843 nChanged 19153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -7633773.000000 Penalty: 5276.562988
	Iteration 1F: 3 clusters Score -7633773 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -7634623.500000 Penalty: 5276.562988
	Iteration 2F: 3 clusters Score -7634624 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -7635768.000000 Penalty: 5276.562988
	Iteration 3F: 3 clusters Score -7635768 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -7637162.500000 Penalty: 5276.562988
	Iteration 4F: 3 clusters Score -7637162 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -7638813.500000 Penalty: 5276.562988
	Iteration 5F: 3 clusters Score -7638814 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -7641034.500000 Penalty: 5276.562988
	Iteration 6F: 3 clusters Score -7641034 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -7643577.000000 Penalty: 5276.562988
	Iteration 7F: 3 clusters Score -7643577 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -7646233.000000 Penalty: 5276.562988
	Iteration 8F: 3 clusters Score -7646233 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -7648061.500000 Penalty: 5276.562988
	Iteration 9Q: 3 clusters Score -7648062 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -7648538.500000 Penalty: 5276.562988
	Iteration 10Q: 3 clusters Score -7648538 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -7648699.500000 Penalty: 5276.562988
	Iteration 11Q: 3 clusters Score -7648700 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -7648855.500000 Penalty: 5276.562988
	Iteration 12Q: 3 clusters Score -7648856 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -7648945.000000 Penalty: 5276.562988
	Iteration 13Q: 3 clusters Score -7648945 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -7649009.500000 Penalty: 5276.562988
	Iteration 14Q: 3 clusters Score -7649010 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -7649088.000000 Penalty: 5276.562988
	Iteration 15Q: 3 clusters Score -7649088 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -7649167.000000 Penalty: 5276.562988
	Iteration 16Q: 3 clusters Score -7649167 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -7649238.000000 Penalty: 5276.562988
	Iteration 17Q: 3 clusters Score -7649238 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -7649297.500000 Penalty: 5276.562988
	Iteration 18Q: 3 clusters Score -7649298 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -7649355.000000 Penalty: 5276.562988
	Iteration 19Q: 3 clusters Score -7649355 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -7649386.500000 Penalty: 5276.562988
	Iteration 20F: 3 clusters Score -7649386 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -7649433.000000 Penalty: 5276.562988
	Iteration 21Q: 3 clusters Score -7649433 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -7649432.000000 Penalty: 5276.562988
	Iteration 22Q: 3 clusters Score -7649432 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -7649449.500000 Penalty: 5276.562988
	Iteration 23Q: 3 clusters Score -7649450 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -7649463.500000 Penalty: 5276.562988
	Iteration 24Q: 3 clusters Score -7649464 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -7649475.500000 Penalty: 5276.562988
	Iteration 25Q: 3 clusters Score -7649476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -7649489.500000 Penalty: 5276.562988
	Iteration 26Q: 3 clusters Score -7649490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -7649512.500000 Penalty: 5276.562988
	Iteration 27Q: 3 clusters Score -7649512 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -7649536.500000 Penalty: 5276.562988
	Iteration 28Q: 3 clusters Score -7649536 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -7649591.000000 Penalty: 5276.562988
	Iteration 29Q: 3 clusters Score -7649591 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -7649628.000000 Penalty: 5276.562988
	Iteration 30Q: 3 clusters Score -7649628 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -7649638.500000 Penalty: 5276.562988
	Iteration 31Q: 3 clusters Score -7649638 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -7649669.000000 Penalty: 5276.562988
	Iteration 32Q: 3 clusters Score -7649669 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -7649662.500000 Penalty: 5276.562988
	Iteration 33Q: 3 clusters Score -7649662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -7649680.000000 Penalty: 5276.562988
	Iteration 34Q: 3 clusters Score -7649680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -7649680.500000 Penalty: 5276.562988
	Iteration 35Q: 3 clusters Score -7649680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -7649684.500000 Penalty: 5276.562988
	Iteration 36Q: 3 clusters Score -7649684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -7649689.000000 Penalty: 5276.562988
	Iteration 37Q: 3 clusters Score -7649689 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -7649694.500000 Penalty: 5276.562988
	Iteration 38Q: 3 clusters Score -7649694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -7649698.000000 Penalty: 5276.562988
	Iteration 39Q: 3 clusters Score -7649698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -7649708.000000 Penalty: 5276.562988
	Iteration 40F: 3 clusters Score -7649708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -7649703.500000 Penalty: 5276.562988
	Iteration 41Q: 3 clusters Score -7649704 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -7649706.500000 Penalty: 5276.562988
	Iteration 42Q: 3 clusters Score -7649706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -7649703.000000 Penalty: 5276.562988
	Iteration 43Q: 3 clusters Score -7649703 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -7649705.000000 Penalty: 5276.562988
	Iteration 44Q: 3 clusters Score -7649705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -7649714.500000 Penalty: 5276.562988
	Iteration 45Q: 3 clusters Score -7649714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -7649712.000000 Penalty: 5276.562988
	Iteration 46Q: 3 clusters Score -7649712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -7649729.000000 Penalty: 5276.562988
	Iteration 47Q: 3 clusters Score -7649729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -7649720.500000 Penalty: 5276.562988
	Iteration 48Q: 3 clusters Score -7649720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -7649719.500000 Penalty: 5276.562988
	Iteration 49Q: 3 clusters Score -7649720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7649726.500000 Penalty: 5276.562988
	Iteration 50Q: 3 clusters Score -7649726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -7649736.000000 Penalty: 5276.562988
	Iteration 51Q: 3 clusters Score -7649736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -7649745.000000 Penalty: 5276.562988
	Iteration 52Q: 3 clusters Score -7649745 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -7649759.500000 Penalty: 5276.562988
	Iteration 53Q: 3 clusters Score -7649760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -7649749.000000 Penalty: 5276.562988
	Iteration 54Q: 3 clusters Score -7649749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -7649762.500000 Penalty: 5276.562988
	Iteration 55Q: 3 clusters Score -7649762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -7649766.000000 Penalty: 5276.562988
	Iteration 56Q: 3 clusters Score -7649766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -7649770.000000 Penalty: 5276.562988
	Iteration 57Q: 3 clusters Score -7649770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -7649770.500000 Penalty: 5276.562988
	Iteration 58Q: 3 clusters Score -7649770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -7649767.000000 Penalty: 5276.562988
	Iteration 59Q: 3 clusters Score -7649767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -7649765.500000 Penalty: 5276.562988
	Iteration 60F: 3 clusters Score -7649766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -7649767.500000 Penalty: 5276.562988
	Iteration 61Q: 3 clusters Score -7649768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -7649765.500000 Penalty: 5276.562988
	Iteration 62Q: 3 clusters Score -7649766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -7649762.500000 Penalty: 5276.562988
	Iteration 63Q: 3 clusters Score -7649762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -7649758.000000 Penalty: 5276.562988
	Iteration 64Q: 3 clusters Score -7649758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -7649769.000000 Penalty: 5276.562988
	Iteration 65Q: 3 clusters Score -7649769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -7649764.000000 Penalty: 5276.562988
	Iteration 66Q: 3 clusters Score -7649764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -7649772.000000 Penalty: 5276.562988
	Iteration 67Q: 3 clusters Score -7649772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -7649769.500000 Penalty: 5276.562988
	Iteration 68Q: 3 clusters Score -7649770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -7649766.000000 Penalty: 5276.562988
	Iteration 69Q: 3 clusters Score -7649766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7649771.500000 Penalty: 5276.562988
	Iteration 70Q: 3 clusters Score -7649772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7649771.500000 Penalty: 5276.562988
	Iteration 71F: 3 clusters Score -7649772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Entering Unmasked Estep 
Score: -7178999.500000 Penalty: 2622.916992
	Iteration 0F: 2 clusters Score -7179000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -7152590.000000 Penalty: 5245.833984
	Iteration 0F: 3 clusters Score -7152590 nChanged 17947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -7162233.000000 Penalty: 5245.833984
	Iteration 1F: 3 clusters Score -7162233 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -7162657.500000 Penalty: 5245.833984
	Iteration 2Q: 3 clusters Score -7162658 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -7163040.500000 Penalty: 5245.833984
	Iteration 3Q: 3 clusters Score -7163040 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -7163540.000000 Penalty: 5245.833984
	Iteration 4Q: 3 clusters Score -7163540 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -7164097.000000 Penalty: 5245.833984
	Iteration 5Q: 3 clusters Score -7164097 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -7164856.500000 Penalty: 5245.833984
	Iteration 6Q: 3 clusters Score -7164856 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -7165794.000000 Penalty: 5245.833984
	Iteration 7Q: 3 clusters Score -7165794 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -7166823.500000 Penalty: 5245.833984
	Iteration 8Q: 3 clusters Score -7166824 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -7167879.500000 Penalty: 5245.833984
	Iteration 9Q: 3 clusters Score -7167880 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -7168930.500000 Penalty: 5245.833984
	Iteration 10Q: 3 clusters Score -7168930 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -7169874.500000 Penalty: 5245.833984
	Iteration 11Q: 3 clusters Score -7169874 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -7170711.500000 Penalty: 5245.833984
	Iteration 12Q: 3 clusters Score -7170712 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -7171407.500000 Penalty: 5245.833984
	Iteration 13Q: 3 clusters Score -7171408 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -7171904.500000 Penalty: 5245.833984
	Iteration 14Q: 3 clusters Score -7171904 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -7172132.500000 Penalty: 5245.833984
	Iteration 15Q: 3 clusters Score -7172132 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -7172249.500000 Penalty: 5245.833984
	Iteration 16Q: 3 clusters Score -7172250 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -7172277.000000 Penalty: 5245.833984
	Iteration 17Q: 3 clusters Score -7172277 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -7172292.000000 Penalty: 5245.833984
	Iteration 18Q: 3 clusters Score -7172292 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -7172343.000000 Penalty: 5245.833984
	Iteration 19Q: 3 clusters Score -7172343 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -7172354.500000 Penalty: 5245.833984
	Iteration 20F: 3 clusters Score -7172354 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -7172375.000000 Penalty: 5245.833984
	Iteration 21Q: 3 clusters Score -7172375 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -7172384.000000 Penalty: 5245.833984
	Iteration 22Q: 3 clusters Score -7172384 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -7172406.000000 Penalty: 5245.833984
	Iteration 23Q: 3 clusters Score -7172406 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -7172421.000000 Penalty: 5245.833984
	Iteration 24Q: 3 clusters Score -7172421 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -7172433.500000 Penalty: 5245.833984
	Iteration 25Q: 3 clusters Score -7172434 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -7172448.500000 Penalty: 5245.833984
	Iteration 26Q: 3 clusters Score -7172448 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -7172451.500000 Penalty: 5245.833984
	Iteration 27Q: 3 clusters Score -7172452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -7172473.000000 Penalty: 5245.833984
	Iteration 28Q: 3 clusters Score -7172473 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -7172475.000000 Penalty: 5245.833984
	Iteration 29Q: 3 clusters Score -7172475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -7172479.000000 Penalty: 5245.833984
	Iteration 30Q: 3 clusters Score -7172479 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -7172486.500000 Penalty: 5245.833984
	Iteration 31Q: 3 clusters Score -7172486 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -7172500.000000 Penalty: 5245.833984
	Iteration 32Q: 3 clusters Score -7172500 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -7172497.000000 Penalty: 5245.833984
	Iteration 33Q: 3 clusters Score -7172497 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -7172501.000000 Penalty: 5245.833984
	Iteration 34Q: 3 clusters Score -7172501 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -7172522.000000 Penalty: 5245.833984
	Iteration 35Q: 3 clusters Score -7172522 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -7172531.000000 Penalty: 5245.833984
	Iteration 36Q: 3 clusters Score -7172531 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -7172536.500000 Penalty: 5245.833984
	Iteration 37Q: 3 clusters Score -7172536 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -7172536.000000 Penalty: 5245.833984
	Iteration 38Q: 3 clusters Score -7172536 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -7172569.000000 Penalty: 5245.833984
	Iteration 39Q: 3 clusters Score -7172569 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -7172598.000000 Penalty: 5245.833984
	Iteration 40F: 3 clusters Score -7172598 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -7172612.500000 Penalty: 5245.833984
	Iteration 41Q: 3 clusters Score -7172612 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -7172593.500000 Penalty: 5245.833984
	Iteration 42Q: 3 clusters Score -7172594 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -7172609.500000 Penalty: 5245.833984
	Iteration 43Q: 3 clusters Score -7172610 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -7172641.000000 Penalty: 5245.833984
	Iteration 44Q: 3 clusters Score -7172641 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -7172654.500000 Penalty: 5245.833984
	Iteration 45Q: 3 clusters Score -7172654 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -7172680.500000 Penalty: 5245.833984
	Iteration 46Q: 3 clusters Score -7172680 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -7172704.000000 Penalty: 5245.833984
	Iteration 47Q: 3 clusters Score -7172704 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -7172712.500000 Penalty: 5245.833984
	Iteration 48Q: 3 clusters Score -7172712 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -7172720.500000 Penalty: 5245.833984
	Iteration 49Q: 3 clusters Score -7172720 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -7172752.500000 Penalty: 5245.833984
	Iteration 50Q: 3 clusters Score -7172752 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -7172799.500000 Penalty: 5245.833984
	Iteration 51Q: 3 clusters Score -7172800 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -7172822.000000 Penalty: 5245.833984
	Iteration 52Q: 3 clusters Score -7172822 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -7172827.500000 Penalty: 5245.833984
	Iteration 53Q: 3 clusters Score -7172828 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -7172853.000000 Penalty: 5245.833984
	Iteration 54Q: 3 clusters Score -7172853 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -7172886.500000 Penalty: 5245.833984
	Iteration 55Q: 3 clusters Score -7172886 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -7172952.000000 Penalty: 5245.833984
	Iteration 56Q: 3 clusters Score -7172952 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -7172992.000000 Penalty: 5245.833984
	Iteration 57Q: 3 clusters Score -7172992 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -7173022.000000 Penalty: 5245.833984
	Iteration 58Q: 3 clusters Score -7173022 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -7173061.500000 Penalty: 5245.833984
	Iteration 59Q: 3 clusters Score -7173062 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -7173075.500000 Penalty: 5245.833984
	Iteration 60F: 3 clusters Score -7173076 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -7173126.000000 Penalty: 5245.833984
	Iteration 61Q: 3 clusters Score -7173126 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -7173175.000000 Penalty: 5245.833984
	Iteration 62Q: 3 clusters Score -7173175 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -7173262.500000 Penalty: 5245.833984
	Iteration 63Q: 3 clusters Score -7173262 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -7173346.000000 Penalty: 5245.833984
	Iteration 64Q: 3 clusters Score -7173346 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -7173416.000000 Penalty: 5245.833984
	Iteration 65Q: 3 clusters Score -7173416 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -7173459.500000 Penalty: 5245.833984
	Iteration 66Q: 3 clusters Score -7173460 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -7173542.000000 Penalty: 5245.833984
	Iteration 67Q: 3 clusters Score -7173542 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -7173637.500000 Penalty: 5245.833984
	Iteration 68Q: 3 clusters Score -7173638 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -7173721.500000 Penalty: 5245.833984
	Iteration 69Q: 3 clusters Score -7173722 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -7173832.500000 Penalty: 5245.833984
	Iteration 70Q: 3 clusters Score -7173832 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -7173911.500000 Penalty: 5245.833984
	Iteration 71Q: 3 clusters Score -7173912 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -7174009.500000 Penalty: 5245.833984
	Iteration 72Q: 3 clusters Score -7174010 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -7174130.000000 Penalty: 5245.833984
	Iteration 73Q: 3 clusters Score -7174130 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -7174252.000000 Penalty: 5245.833984
	Iteration 74Q: 3 clusters Score -7174252 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -7174427.000000 Penalty: 5245.833984
	Iteration 75Q: 3 clusters Score -7174427 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -7174597.000000 Penalty: 5245.833984
	Iteration 76Q: 3 clusters Score -7174597 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -7174799.000000 Penalty: 5245.833984
	Iteration 77Q: 3 clusters Score -7174799 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -7175030.000000 Penalty: 5245.833984
	Iteration 78Q: 3 clusters Score -7175030 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -7175266.000000 Penalty: 5245.833984
	Iteration 79Q: 3 clusters Score -7175266 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7175487.000000 Penalty: 5245.833984
	Iteration 80F: 3 clusters Score -7175487 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7175646.500000 Penalty: 5245.833984
	Iteration 81Q: 3 clusters Score -7175646 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -7175808.500000 Penalty: 5245.833984
	Iteration 82Q: 3 clusters Score -7175808 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7175944.500000 Penalty: 5245.833984
	Iteration 83Q: 3 clusters Score -7175944 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7176069.500000 Penalty: 5245.833984
	Iteration 84Q: 3 clusters Score -7176070 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7176178.000000 Penalty: 5245.833984
	Iteration 85Q: 3 clusters Score -7176178 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7176286.500000 Penalty: 5245.833984
	Iteration 86Q: 3 clusters Score -7176286 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7176338.000000 Penalty: 5245.833984
	Iteration 87Q: 3 clusters Score -7176338 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7176428.000000 Penalty: 5245.833984
	Iteration 88Q: 3 clusters Score -7176428 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7176479.000000 Penalty: 5245.833984
	Iteration 89Q: 3 clusters Score -7176479 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7176517.000000 Penalty: 5245.833984
	Iteration 90Q: 3 clusters Score -7176517 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7176562.500000 Penalty: 5245.833984
	Iteration 91Q: 3 clusters Score -7176562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7176606.000000 Penalty: 5245.833984
	Iteration 92Q: 3 clusters Score -7176606 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7176646.500000 Penalty: 5245.833984
	Iteration 93Q: 3 clusters Score -7176646 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7176666.500000 Penalty: 5245.833984
	Iteration 94Q: 3 clusters Score -7176666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7176681.500000 Penalty: 5245.833984
	Iteration 95Q: 3 clusters Score -7176682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7176683.500000 Penalty: 5245.833984
	Iteration 96Q: 3 clusters Score -7176684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7176708.500000 Penalty: 5245.833984
	Iteration 97Q: 3 clusters Score -7176708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7176711.500000 Penalty: 5245.833984
	Iteration 98Q: 3 clusters Score -7176712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7176703.000000 Penalty: 5245.833984
	Iteration 99Q: 3 clusters Score -7176703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7176708.500000 Penalty: 5245.833984
	Iteration 100F: 3 clusters Score -7176708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7176716.500000 Penalty: 5245.833984
	Iteration 101Q: 3 clusters Score -7176716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7176720.000000 Penalty: 5245.833984
	Iteration 102Q: 3 clusters Score -7176720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7176726.000000 Penalty: 5245.833984
	Iteration 103Q: 3 clusters Score -7176726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7176728.000000 Penalty: 5245.833984
	Iteration 104Q: 3 clusters Score -7176728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7176733.500000 Penalty: 5245.833984
	Iteration 105Q: 3 clusters Score -7176734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7176742.500000 Penalty: 5245.833984
	Iteration 106Q: 3 clusters Score -7176742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7176755.000000 Penalty: 5245.833984
	Iteration 107Q: 3 clusters Score -7176755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7176754.500000 Penalty: 5245.833984
	Iteration 108Q: 3 clusters Score -7176754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7176755.000000 Penalty: 5245.833984
	Iteration 109Q: 3 clusters Score -7176755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7176755.000000 Penalty: 5245.833984
	Iteration 110F: 3 clusters Score -7176755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Entering Unmasked Estep 
Score: -8132600.500000 Penalty: 2650.936279
	Iteration 0F: 2 clusters Score -8132600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -8103984.000000 Penalty: 5301.872559
	Iteration 0F: 3 clusters Score -8103984 nChanged 20153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -8115221.000000 Penalty: 5301.872559
	Iteration 1F: 3 clusters Score -8115221 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -8115761.000000 Penalty: 5301.872559
	Iteration 2Q: 3 clusters Score -8115761 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -8116410.500000 Penalty: 5301.872559
	Iteration 3Q: 3 clusters Score -8116410 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -8117071.000000 Penalty: 5301.872559
	Iteration 4Q: 3 clusters Score -8117071 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -8117997.500000 Penalty: 5301.872559
	Iteration 5Q: 3 clusters Score -8117998 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -8119365.500000 Penalty: 5301.872559
	Iteration 6Q: 3 clusters Score -8119366 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -8121054.000000 Penalty: 5301.872559
	Iteration 7F: 3 clusters Score -8121054 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -8122930.000000 Penalty: 5301.872559
	Iteration 8F: 3 clusters Score -8122930 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -8124553.500000 Penalty: 5301.872559
	Iteration 9F: 3 clusters Score -8124554 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -8125589.500000 Penalty: 5301.872559
	Iteration 10Q: 3 clusters Score -8125590 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -8126126.500000 Penalty: 5301.872559
	Iteration 11Q: 3 clusters Score -8126126 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -8126360.500000 Penalty: 5301.872559
	Iteration 12Q: 3 clusters Score -8126360 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8126583 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8126698 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -8126791.500000 Penalty: 5301.872559
	Iteration 15Q: 3 clusters Score -8126792 nChanged 469
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8126893 nChanged 433
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8126988 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8127066 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8127113 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -8127174.500000 Penalty: 5301.872559
	Iteration 20F: 3 clusters Score -8127174 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8127278 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8127334 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8127382 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8127412 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8127468 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8127528 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8127591 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8127639 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -8127646.500000 Penalty: 5301.872559
	Iteration 29Q: 3 clusters Score -8127646 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -8127677.000000 Penalty: 5301.872559
	Iteration 30Q: 3 clusters Score -8127677 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -8127730.500000 Penalty: 5301.872559
	Iteration 31Q: 3 clusters Score -8127730 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -8127766.500000 Penalty: 5301.872559
	Iteration 32Q: 3 clusters Score -8127766 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8127760 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8127821 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -8127903.500000 Penalty: 5301.872559
	Iteration 35Q: 3 clusters Score -8127904 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8127997 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8128056 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8128088 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -8128171.500000 Penalty: 5301.872559
	Iteration 39Q: 3 clusters Score -8128172 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -8128233.000000 Penalty: 5301.872559
	Iteration 40F: 3 clusters Score -8128233 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -8128271.500000 Penalty: 5301.872559
	Iteration 41Q: 3 clusters Score -8128272 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -8128354.500000 Penalty: 5301.872559
	Iteration 42Q: 3 clusters Score -8128354 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8128434 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -8128481.000000 Penalty: 5301.872559
	Iteration 44Q: 3 clusters Score -8128481 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -8128557.500000 Penalty: 5301.872559
	Iteration 45Q: 3 clusters Score -8128558 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -8128636.500000 Penalty: 5301.872559
	Iteration 46Q: 3 clusters Score -8128636 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -8128709.000000 Penalty: 5301.872559
	Iteration 47Q: 3 clusters Score -8128709 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8128786 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8128874 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -8128945.500000 Penalty: 5301.872559
	Iteration 50Q: 3 clusters Score -8128946 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8128996 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8129059 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -8129118.000000 Penalty: 5301.872559
	Iteration 53Q: 3 clusters Score -8129118 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -8129161.000000 Penalty: 5301.872559
	Iteration 54Q: 3 clusters Score -8129161 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -8129217.500000 Penalty: 5301.872559
	Iteration 55Q: 3 clusters Score -8129218 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -8129296.000000 Penalty: 5301.872559
	Iteration 56Q: 3 clusters Score -8129296 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -8129347.000000 Penalty: 5301.872559
	Iteration 57Q: 3 clusters Score -8129347 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -8129419.000000 Penalty: 5301.872559
	Iteration 58Q: 3 clusters Score -8129419 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -8129474.500000 Penalty: 5301.872559
	Iteration 59Q: 3 clusters Score -8129474 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -8129512.000000 Penalty: 5301.872559
	Iteration 60F: 3 clusters Score -8129512 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -8129567.000000 Penalty: 5301.872559
	Iteration 61Q: 3 clusters Score -8129567 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -8129632.000000 Penalty: 5301.872559
	Iteration 62Q: 3 clusters Score -8129632 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -8129721.500000 Penalty: 5301.872559
	Iteration 63Q: 3 clusters Score -8129722 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -8129765.500000 Penalty: 5301.872559
	Iteration 64Q: 3 clusters Score -8129766 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -8129838.500000 Penalty: 5301.872559
	Iteration 65Q: 3 clusters Score -8129838 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8129887.000000 Penalty: 5301.872559
	Iteration 66Q: 3 clusters Score -8129887 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8129939.500000 Penalty: 5301.872559
	Iteration 67Q: 3 clusters Score -8129940 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8129959.000000 Penalty: 5301.872559
	Iteration 68Q: 3 clusters Score -8129959 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8130026.000000 Penalty: 5301.872559
	Iteration 69Q: 3 clusters Score -8130026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8130074.500000 Penalty: 5301.872559
	Iteration 70Q: 3 clusters Score -8130074 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8130095.000000 Penalty: 5301.872559
	Iteration 71Q: 3 clusters Score -8130095 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8130132.500000 Penalty: 5301.872559
	Iteration 72Q: 3 clusters Score -8130132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8130175.500000 Penalty: 5301.872559
	Iteration 73Q: 3 clusters Score -8130176 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8130200.500000 Penalty: 5301.872559
	Iteration 74Q: 3 clusters Score -8130200 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8130256.500000 Penalty: 5301.872559
	Iteration 75Q: 3 clusters Score -8130256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8130274.500000 Penalty: 5301.872559
	Iteration 76Q: 3 clusters Score -8130274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8130288.000000 Penalty: 5301.872559
	Iteration 77Q: 3 clusters Score -8130288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8130286.000000 Penalty: 5301.872559
	Iteration 78Q: 3 clusters Score -8130286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8130299.000000 Penalty: 5301.872559
	Iteration 79Q: 3 clusters Score -8130299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8130305.500000 Penalty: 5301.872559
	Iteration 80F: 3 clusters Score -8130306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8130318.000000 Penalty: 5301.872559
	Iteration 81Q: 3 clusters Score -8130318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8130338.500000 Penalty: 5301.872559
	Iteration 82Q: 3 clusters Score -8130338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8130347.500000 Penalty: 5301.872559
	Iteration 83Q: 3 clusters Score -8130348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -8130359.500000 Penalty: 5301.872559
	Iteration 84Q: 3 clusters Score -8130360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8130371.500000 Penalty: 5301.872559
	Iteration 85Q: 3 clusters Score -8130372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8130381.500000 Penalty: 5301.872559
	Iteration 86Q: 3 clusters Score -8130382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8130396.000000 Penalty: 5301.872559
	Iteration 87Q: 3 clusters Score -8130396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8130404.000000 Penalty: 5301.872559
	Iteration 88Q: 3 clusters Score -8130404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8130410.000000 Penalty: 5301.872559
	Iteration 89Q: 3 clusters Score -8130410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8130415.000000 Penalty: 5301.872559
	Iteration 90Q: 3 clusters Score -8130415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8130439.500000 Penalty: 5301.872559
	Iteration 91Q: 3 clusters Score -8130440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8130441.500000 Penalty: 5301.872559
	Iteration 92Q: 3 clusters Score -8130442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8130453.500000 Penalty: 5301.872559
	Iteration 93Q: 3 clusters Score -8130454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8130475.000000 Penalty: 5301.872559
	Iteration 94Q: 3 clusters Score -8130475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8130491.000000 Penalty: 5301.872559
	Iteration 95Q: 3 clusters Score -8130491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8130490.000000 Penalty: 5301.872559
	Iteration 96Q: 3 clusters Score -8130490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8130481.500000 Penalty: 5301.872559
	Iteration 97Q: 3 clusters Score -8130482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8130496.500000 Penalty: 5301.872559
	Iteration 98Q: 3 clusters Score -8130496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8130498.500000 Penalty: 5301.872559
	Iteration 99Q: 3 clusters Score -8130498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8130502.000000 Penalty: 5301.872559
	Iteration 100F: 3 clusters Score -8130502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8130495.500000 Penalty: 5301.872559
	Iteration 101Q: 3 clusters Score -8130496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8130503.500000 Penalty: 5301.872559
	Iteration 102Q: 3 clusters Score -8130504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8130504.000000 Penalty: 5301.872559
	Iteration 103Q: 3 clusters Score -8130504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8130504.000000 Penalty: 5301.872559
	Iteration 104F: 3 clusters Score -8130504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Entering Unmasked Estep 
Score: -5982437.000000 Penalty: 2582.962891
	Iteration 0F: 2 clusters Score -5982437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -5959713.000000 Penalty: 5165.925781
	Iteration 0F: 3 clusters Score -5959713 nChanged 15166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -5968426.500000 Penalty: 5165.925781
	Iteration 1F: 3 clusters Score -5968426 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -5969451.000000 Penalty: 5165.925781
	Iteration 2F: 3 clusters Score -5969451 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -5970651.000000 Penalty: 5165.925781
	Iteration 3F: 3 clusters Score -5970651 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -5971897.500000 Penalty: 5165.925781
	Iteration 4F: 3 clusters Score -5971898 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -5973348.000000 Penalty: 5165.925781
	Iteration 5F: 3 clusters Score -5973348 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -5974991.500000 Penalty: 5165.925781
	Iteration 6F: 3 clusters Score -5974992 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5976543.500000 Penalty: 5165.925781
	Iteration 7F: 3 clusters Score -5976544 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -5977878.500000 Penalty: 5165.925781
	Iteration 8Q: 3 clusters Score -5977878 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -5979009.000000 Penalty: 5165.925781
	Iteration 9Q: 3 clusters Score -5979009 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -5980025.000000 Penalty: 5165.925781
	Iteration 10Q: 3 clusters Score -5980025 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5980506.000000 Penalty: 5165.925781
	Iteration 11Q: 3 clusters Score -5980506 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -5980655.000000 Penalty: 5165.925781
	Iteration 12Q: 3 clusters Score -5980655 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5980721.500000 Penalty: 5165.925781
	Iteration 13Q: 3 clusters Score -5980722 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -5980777.000000 Penalty: 5165.925781
	Iteration 14Q: 3 clusters Score -5980777 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5980810.000000 Penalty: 5165.925781
	Iteration 15Q: 3 clusters Score -5980810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5980829.000000 Penalty: 5165.925781
	Iteration 16Q: 3 clusters Score -5980829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5980831.500000 Penalty: 5165.925781
	Iteration 17Q: 3 clusters Score -5980832 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5980833.500000 Penalty: 5165.925781
	Iteration 18Q: 3 clusters Score -5980834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5980823.500000 Penalty: 5165.925781
	Iteration 19Q: 3 clusters Score -5980824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -5980826.000000 Penalty: 5165.925781
	Iteration 20F: 3 clusters Score -5980826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5980833.500000 Penalty: 5165.925781
	Iteration 21Q: 3 clusters Score -5980834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5980838.000000 Penalty: 5165.925781
	Iteration 22Q: 3 clusters Score -5980838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -5980835.000000 Penalty: 5165.925781
	Iteration 23Q: 3 clusters Score -5980835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5980844.000000 Penalty: 5165.925781
	Iteration 24Q: 3 clusters Score -5980844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5980850.500000 Penalty: 5165.925781
	Iteration 25Q: 3 clusters Score -5980850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5980849.000000 Penalty: 5165.925781
	Iteration 26Q: 3 clusters Score -5980849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -5980841.000000 Penalty: 5165.925781
	Iteration 27Q: 3 clusters Score -5980841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5980842.000000 Penalty: 5165.925781
	Iteration 28Q: 3 clusters Score -5980842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -5980842.000000 Penalty: 5165.925781
	Iteration 29F: 3 clusters Score -5980842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Entering Unmasked Estep 
Score: -8262833.000000 Penalty: 2658.170898
	Iteration 0F: 2 clusters Score -8262833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -8232847.000000 Penalty: 5316.341797
	Iteration 0F: 3 clusters Score -8232847 nChanged 20822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -8244424.000000 Penalty: 5316.341797
	Iteration 1F: 3 clusters Score -8244424 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -8244842.500000 Penalty: 5316.341797
	Iteration 2Q: 3 clusters Score -8244842 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -8245233.500000 Penalty: 5316.341797
	Iteration 3Q: 3 clusters Score -8245234 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -8245726.500000 Penalty: 5316.341797
	Iteration 4Q: 3 clusters Score -8245726 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -8246447.000000 Penalty: 5316.341797
	Iteration 5Q: 3 clusters Score -8246447 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -8247363.000000 Penalty: 5316.341797
	Iteration 6Q: 3 clusters Score -8247363 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -8248836.500000 Penalty: 5316.341797
	Iteration 7Q: 3 clusters Score -8248836 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -8250862.500000 Penalty: 5316.341797
	Iteration 8F: 3 clusters Score -8250862 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -8253243.000000 Penalty: 5316.341797
	Iteration 9F: 3 clusters Score -8253243 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -8255513.500000 Penalty: 5316.341797
	Iteration 10F: 3 clusters Score -8255514 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -8257298.000000 Penalty: 5316.341797
	Iteration 11Q: 3 clusters Score -8257298 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -8258494.500000 Penalty: 5316.341797
	Iteration 12Q: 3 clusters Score -8258494 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8259307.000000 Penalty: 5316.341797
	Iteration 13Q: 3 clusters Score -8259307 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8259811.000000 Penalty: 5316.341797
	Iteration 14Q: 3 clusters Score -8259811 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8260072.000000 Penalty: 5316.341797
	Iteration 15Q: 3 clusters Score -8260072 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8260232.500000 Penalty: 5316.341797
	Iteration 16Q: 3 clusters Score -8260232 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8260312.500000 Penalty: 5316.341797
	Iteration 17Q: 3 clusters Score -8260312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8260363.500000 Penalty: 5316.341797
	Iteration 18Q: 3 clusters Score -8260364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8260401.000000 Penalty: 5316.341797
	Iteration 19Q: 3 clusters Score -8260401 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8260438.500000 Penalty: 5316.341797
	Iteration 20F: 3 clusters Score -8260438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8260450.000000 Penalty: 5316.341797
	Iteration 21Q: 3 clusters Score -8260450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8260458.000000 Penalty: 5316.341797
	Iteration 22Q: 3 clusters Score -8260458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8260478.000000 Penalty: 5316.341797
	Iteration 23Q: 3 clusters Score -8260478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8260487.000000 Penalty: 5316.341797
	Iteration 24Q: 3 clusters Score -8260487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8260498.000000 Penalty: 5316.341797
	Iteration 25Q: 3 clusters Score -8260498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8260506.500000 Penalty: 5316.341797
	Iteration 26Q: 3 clusters Score -8260506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8260513.000000 Penalty: 5316.341797
	Iteration 27Q: 3 clusters Score -8260513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8260527.000000 Penalty: 5316.341797
	Iteration 28Q: 3 clusters Score -8260527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8260534.000000 Penalty: 5316.341797
	Iteration 29Q: 3 clusters Score -8260534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8260532.500000 Penalty: 5316.341797
	Iteration 30Q: 3 clusters Score -8260532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8260544.000000 Penalty: 5316.341797
	Iteration 31Q: 3 clusters Score -8260544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8260547.500000 Penalty: 5316.341797
	Iteration 32Q: 3 clusters Score -8260548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8260556.000000 Penalty: 5316.341797
	Iteration 33Q: 3 clusters Score -8260556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8260556.000000 Penalty: 5316.341797
	Iteration 34F: 3 clusters Score -8260556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -84021.367188 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -84021.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -82673.812500 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -82673.81 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -82870.671875 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -82870.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -82948.835938 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -82948.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -82999.125000 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -82999.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -83067.140625 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -83067.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -83130.492188 Penalty: 2955.378662
	Iteration 5F: 3 clusters Score -83130.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -83203.859375 Penalty: 2955.378662
	Iteration 6F: 3 clusters Score -83203.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83369.789062 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -83369.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83584.648438 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -83584.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83661.203125 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -83661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -83712.906250 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -83712.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83752.531250 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -83752.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -83780.453125 Penalty: 2955.378662
	Iteration 12Q: 3 clusters Score -83780.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83794.671875 Penalty: 2955.378662
	Iteration 13Q: 3 clusters Score -83794.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -83823.429688 Penalty: 2955.378662
	Iteration 14Q: 3 clusters Score -83823.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -83864.828125 Penalty: 2955.378662
	Iteration 15Q: 3 clusters Score -83864.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -83922.742188 Penalty: 2955.378662
	Iteration 16Q: 3 clusters Score -83922.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -83978.390625 Penalty: 2955.378662
	Iteration 17Q: 3 clusters Score -83978.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84014.070312 Penalty: 2955.378662
	Iteration 18Q: 3 clusters Score -84014.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84014.070312 Penalty: 2955.378662
	Iteration 19F: 3 clusters Score -84014.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -44229.050781 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -44229.05 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 196 members 
Entering Unmasked Estep 
Score: -42873.835938 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -42873.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43152.429688 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -43152.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43317.000000 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -43317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43378.375000 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -43378.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43412.761719 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -43412.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43427.500000 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -43427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43439.519531 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -43439.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43444.882812 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -43444.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43449.453125 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -43449.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43449.453125 Penalty: 2977.927979
	Iteration 9F: 3 clusters Score -43449.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -90312.640625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -90312.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88781.562500 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -88781.56 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89110.000000 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -89110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89265.648438 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -89265.65 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -89373.296875 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -89373.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89446.757812 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -89446.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -89484.656250 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -89484.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -89516.734375 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -89516.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89548.687500 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -89548.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89567.320312 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -89567.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89597.476562 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -89597.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89608.539062 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -89608.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89618.617188 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -89618.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -89631.265625 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -89631.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -89644.156250 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -89644.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89658.187500 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -89658.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89668.796875 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -89668.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89679.031250 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -89679.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -89687.664062 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -89687.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89698.164062 Penalty: 3197.076904
	Iteration 18Q: 3 clusters Score -89698.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -89702.007812 Penalty: 3197.076904
	Iteration 19Q: 3 clusters Score -89702.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -89704.398438 Penalty: 3197.076904
	Iteration 20F: 3 clusters Score -89704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89718.710938 Penalty: 3197.076904
	Iteration 21Q: 3 clusters Score -89718.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89734.625000 Penalty: 3197.076904
	Iteration 22Q: 3 clusters Score -89734.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89752.703125 Penalty: 3197.076904
	Iteration 23Q: 3 clusters Score -89752.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -89784.359375 Penalty: 3197.076904
	Iteration 24Q: 3 clusters Score -89784.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89816.421875 Penalty: 3197.076904
	Iteration 25Q: 3 clusters Score -89816.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -89862.359375 Penalty: 3197.076904
	Iteration 26Q: 3 clusters Score -89862.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89892.414062 Penalty: 3197.076904
	Iteration 27Q: 3 clusters Score -89892.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89918.320312 Penalty: 3197.076904
	Iteration 28Q: 3 clusters Score -89918.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -89948.031250 Penalty: 3197.076904
	Iteration 29Q: 3 clusters Score -89948.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -89963.250000 Penalty: 3197.076904
	Iteration 30Q: 3 clusters Score -89963.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -89977.804688 Penalty: 3197.076904
	Iteration 31Q: 3 clusters Score -89977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -89977.804688 Penalty: 3197.076904
	Iteration 32F: 3 clusters Score -89977.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (48629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48629 members 
Entering Unmasked Estep 
Score: -9111998.000000 Penalty: 2676.409912
	Iteration 0F: 2 clusters Score -9111998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -9083941.000000 Penalty: 5352.819824
	Iteration 0F: 3 clusters Score -9083941 nChanged 22460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -9096512.000000 Penalty: 5352.819824
	Iteration 1F: 3 clusters Score -9096512 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -9097137.000000 Penalty: 5352.819824
	Iteration 2Q: 3 clusters Score -9097137 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -9098052.000000 Penalty: 5352.819824
	Iteration 3Q: 3 clusters Score -9098052 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -9099174.000000 Penalty: 5352.819824
	Iteration 4Q: 3 clusters Score -9099174 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -9100906.000000 Penalty: 5352.819824
	Iteration 5F: 3 clusters Score -9100906 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -9103320.000000 Penalty: 5352.819824
	Iteration 6F: 3 clusters Score -9103320 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -9105905.000000 Penalty: 5352.819824
	Iteration 7F: 3 clusters Score -9105905 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -9107889.000000 Penalty: 5352.819824
	Iteration 8F: 3 clusters Score -9107889 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -9108719.000000 Penalty: 5352.819824
	Iteration 9Q: 3 clusters Score -9108719 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -9109010.000000 Penalty: 5352.819824
	Iteration 10Q: 3 clusters Score -9109010 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -9109176.000000 Penalty: 5352.819824
	Iteration 11Q: 3 clusters Score -9109176 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -9109240.000000 Penalty: 5352.819824
	Iteration 12Q: 3 clusters Score -9109240 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -9109282.000000 Penalty: 5352.819824
	Iteration 13Q: 3 clusters Score -9109282 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -9109286.000000 Penalty: 5352.819824
	Iteration 14Q: 3 clusters Score -9109286 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -9109341.000000 Penalty: 5352.819824
	Iteration 15Q: 3 clusters Score -9109341 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -9109378.000000 Penalty: 5352.819824
	Iteration 16Q: 3 clusters Score -9109378 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -9109439.000000 Penalty: 5352.819824
	Iteration 17Q: 3 clusters Score -9109439 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -9109464.000000 Penalty: 5352.819824
	Iteration 18Q: 3 clusters Score -9109464 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -9109453.000000 Penalty: 5352.819824
	Iteration 19Q: 3 clusters Score -9109453 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -9109485.000000 Penalty: 5352.819824
	Iteration 20F: 3 clusters Score -9109485 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -9109484.000000 Penalty: 5352.819824
	Iteration 21Q: 3 clusters Score -9109484 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -9109498.000000 Penalty: 5352.819824
	Iteration 22Q: 3 clusters Score -9109498 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -9109509.000000 Penalty: 5352.819824
	Iteration 23Q: 3 clusters Score -9109509 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -9109557.000000 Penalty: 5352.819824
	Iteration 24Q: 3 clusters Score -9109557 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -9109567.000000 Penalty: 5352.819824
	Iteration 25Q: 3 clusters Score -9109567 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -9109612.000000 Penalty: 5352.819824
	Iteration 26Q: 3 clusters Score -9109612 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -9109588.000000 Penalty: 5352.819824
	Iteration 27Q: 3 clusters Score -9109588 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -9109601.000000 Penalty: 5352.819824
	Iteration 28Q: 3 clusters Score -9109601 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -9109612.000000 Penalty: 5352.819824
	Iteration 29Q: 3 clusters Score -9109612 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -9109613.000000 Penalty: 5352.819824
	Iteration 30Q: 3 clusters Score -9109613 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -9109607.000000 Penalty: 5352.819824
	Iteration 31Q: 3 clusters Score -9109607 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -9109629.000000 Penalty: 5352.819824
	Iteration 32Q: 3 clusters Score -9109629 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -9109645.000000 Penalty: 5352.819824
	Iteration 33Q: 3 clusters Score -9109645 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -9109645.000000 Penalty: 5352.819824
	Iteration 34Q: 3 clusters Score -9109645 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -9109638.000000 Penalty: 5352.819824
	Iteration 35Q: 3 clusters Score -9109638 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -9109655.000000 Penalty: 5352.819824
	Iteration 36Q: 3 clusters Score -9109655 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -9109698.000000 Penalty: 5352.819824
	Iteration 37Q: 3 clusters Score -9109698 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -9109720.000000 Penalty: 5352.819824
	Iteration 38Q: 3 clusters Score -9109720 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -9109766.000000 Penalty: 5352.819824
	Iteration 39Q: 3 clusters Score -9109766 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -9109787.000000 Penalty: 5352.819824
	Iteration 40F: 3 clusters Score -9109787 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -9109799.000000 Penalty: 5352.819824
	Iteration 41Q: 3 clusters Score -9109799 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -9109812.000000 Penalty: 5352.819824
	Iteration 42Q: 3 clusters Score -9109812 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -9109810.000000 Penalty: 5352.819824
	Iteration 43Q: 3 clusters Score -9109810 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -9109783.000000 Penalty: 5352.819824
	Iteration 44Q: 3 clusters Score -9109783 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -9109779.000000 Penalty: 5352.819824
	Iteration 45Q: 3 clusters Score -9109779 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -9109772.000000 Penalty: 5352.819824
	Iteration 46Q: 3 clusters Score -9109772 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -9109760.000000 Penalty: 5352.819824
	Iteration 47Q: 3 clusters Score -9109760 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -9109769.000000 Penalty: 5352.819824
	Iteration 48Q: 3 clusters Score -9109769 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -9109790.000000 Penalty: 5352.819824
	Iteration 49Q: 3 clusters Score -9109790 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -9109765.000000 Penalty: 5352.819824
	Iteration 50Q: 3 clusters Score -9109765 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -9109816.000000 Penalty: 5352.819824
	Iteration 51Q: 3 clusters Score -9109816 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9109831 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9109817 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9109867 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9109899 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -9109896.000000 Penalty: 5352.819824
	Iteration 56Q: 3 clusters Score -9109896 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9109898 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -9109937.000000 Penalty: 5352.819824
	Iteration 58Q: 3 clusters Score -9109937 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -9109962.000000 Penalty: 5352.819824
	Iteration 59Q: 3 clusters Score -9109962 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -9110014.000000 Penalty: 5352.819824
	Iteration 60F: 3 clusters Score -9110014 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -9110000.000000 Penalty: 5352.819824
	Iteration 61Q: 3 clusters Score -9110000 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -9110052.000000 Penalty: 5352.819824
	Iteration 62Q: 3 clusters Score -9110052 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9110074 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9110096 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -9110117.000000 Penalty: 5352.819824
	Iteration 65Q: 3 clusters Score -9110117 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -9110158.000000 Penalty: 5352.819824
	Iteration 66Q: 3 clusters Score -9110158 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -9110186.000000 Penalty: 5352.819824
	Iteration 67Q: 3 clusters Score -9110186 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -9110211.000000 Penalty: 5352.819824
	Iteration 68Q: 3 clusters Score -9110211 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -9110274.000000 Penalty: 5352.819824
	Iteration 69Q: 3 clusters Score -9110274 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -9110283.000000 Penalty: 5352.819824
	Iteration 70Q: 3 clusters Score -9110283 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -9110319.000000 Penalty: 5352.819824
	Iteration 71Q: 3 clusters Score -9110319 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -9110386.000000 Penalty: 5352.819824
	Iteration 72Q: 3 clusters Score -9110386 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -9110424.000000 Penalty: 5352.819824
	Iteration 73Q: 3 clusters Score -9110424 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -9110486.000000 Penalty: 5352.819824
	Iteration 74Q: 3 clusters Score -9110486 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -9110528.000000 Penalty: 5352.819824
	Iteration 75Q: 3 clusters Score -9110528 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -9110597.000000 Penalty: 5352.819824
	Iteration 76Q: 3 clusters Score -9110597 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -9110654.000000 Penalty: 5352.819824
	Iteration 77Q: 3 clusters Score -9110654 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -9110747.000000 Penalty: 5352.819824
	Iteration 78Q: 3 clusters Score -9110747 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -9110801.000000 Penalty: 5352.819824
	Iteration 79Q: 3 clusters Score -9110801 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -9110877.000000 Penalty: 5352.819824
	Iteration 80F: 3 clusters Score -9110877 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -9110958.000000 Penalty: 5352.819824
	Iteration 81Q: 3 clusters Score -9110958 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -9110999.000000 Penalty: 5352.819824
	Iteration 82Q: 3 clusters Score -9110999 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -9111019.000000 Penalty: 5352.819824
	Iteration 83Q: 3 clusters Score -9111019 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -9111039.000000 Penalty: 5352.819824
	Iteration 84Q: 3 clusters Score -9111039 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -9111118.000000 Penalty: 5352.819824
	Iteration 85Q: 3 clusters Score -9111118 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -9111158.000000 Penalty: 5352.819824
	Iteration 86Q: 3 clusters Score -9111158 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -9111222.000000 Penalty: 5352.819824
	Iteration 87Q: 3 clusters Score -9111222 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -9111259.000000 Penalty: 5352.819824
	Iteration 88Q: 3 clusters Score -9111259 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -9111317.000000 Penalty: 5352.819824
	Iteration 89Q: 3 clusters Score -9111317 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -9111356.000000 Penalty: 5352.819824
	Iteration 90Q: 3 clusters Score -9111356 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -9111396.000000 Penalty: 5352.819824
	Iteration 91Q: 3 clusters Score -9111396 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -9111399.000000 Penalty: 5352.819824
	Iteration 92Q: 3 clusters Score -9111399 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -9111416.000000 Penalty: 5352.819824
	Iteration 93Q: 3 clusters Score -9111416 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -9111451.000000 Penalty: 5352.819824
	Iteration 94Q: 3 clusters Score -9111451 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -9111445.000000 Penalty: 5352.819824
	Iteration 95Q: 3 clusters Score -9111445 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -9111481.000000 Penalty: 5352.819824
	Iteration 96Q: 3 clusters Score -9111481 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -9111482.000000 Penalty: 5352.819824
	Iteration 97Q: 3 clusters Score -9111482 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -9111477.000000 Penalty: 5352.819824
	Iteration 98Q: 3 clusters Score -9111477 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -9111453.000000 Penalty: 5352.819824
	Iteration 99Q: 3 clusters Score -9111453 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -9111486.000000 Penalty: 5352.819824
	Iteration 100F: 3 clusters Score -9111486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -9111492.000000 Penalty: 5352.819824
	Iteration 101Q: 3 clusters Score -9111492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -9111483.000000 Penalty: 5352.819824
	Iteration 102Q: 3 clusters Score -9111483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -9111457.000000 Penalty: 5352.819824
	Iteration 103Q: 3 clusters Score -9111457 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -9111475.000000 Penalty: 5352.819824
	Iteration 104Q: 3 clusters Score -9111475 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -9111466.000000 Penalty: 5352.819824
	Iteration 105Q: 3 clusters Score -9111466 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -9111470.000000 Penalty: 5352.819824
	Iteration 106Q: 3 clusters Score -9111470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -9111476.000000 Penalty: 5352.819824
	Iteration 107Q: 3 clusters Score -9111476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -9111473.000000 Penalty: 5352.819824
	Iteration 108Q: 3 clusters Score -9111473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -9111474.000000 Penalty: 5352.819824
	Iteration 109Q: 3 clusters Score -9111474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -9111478.000000 Penalty: 5352.819824
	Iteration 110Q: 3 clusters Score -9111478 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -9111479.000000 Penalty: 5352.819824
	Iteration 111Q: 3 clusters Score -9111479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -9111492.000000 Penalty: 5352.819824
	Iteration 112Q: 3 clusters Score -9111492 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -9111501.000000 Penalty: 5352.819824
	Iteration 113Q: 3 clusters Score -9111501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -9111503.000000 Penalty: 5352.819824
	Iteration 114Q: 3 clusters Score -9111503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -9111507.000000 Penalty: 5352.819824
	Iteration 115Q: 3 clusters Score -9111507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -9111504.000000 Penalty: 5352.819824
	Iteration 116Q: 3 clusters Score -9111504 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -9111498.000000 Penalty: 5352.819824
	Iteration 117Q: 3 clusters Score -9111498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -9111497.000000 Penalty: 5352.819824
	Iteration 118Q: 3 clusters Score -9111497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -9111502.000000 Penalty: 5352.819824
	Iteration 119Q: 3 clusters Score -9111502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -9111497.000000 Penalty: 5352.819824
	Iteration 120F: 3 clusters Score -9111497 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -9111479.000000 Penalty: 5352.819824
	Iteration 121Q: 3 clusters Score -9111479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -9111456.000000 Penalty: 5352.819824
	Iteration 122Q: 3 clusters Score -9111456 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -9111477.000000 Penalty: 5352.819824
	Iteration 123Q: 3 clusters Score -9111477 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -9111453.000000 Penalty: 5352.819824
	Iteration 124Q: 3 clusters Score -9111453 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -9111443.000000 Penalty: 5352.819824
	Iteration 125Q: 3 clusters Score -9111443 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -9111432.000000 Penalty: 5352.819824
	Iteration 126Q: 3 clusters Score -9111432 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -9111437.000000 Penalty: 5352.819824
	Iteration 127Q: 3 clusters Score -9111437 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -9111433.000000 Penalty: 5352.819824
	Iteration 128Q: 3 clusters Score -9111433 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -9111425.000000 Penalty: 5352.819824
	Iteration 129Q: 3 clusters Score -9111425 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -9111428.000000 Penalty: 5352.819824
	Iteration 130Q: 3 clusters Score -9111428 nChanged 13
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Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -9111434.000000 Penalty: 5352.819824
	Iteration 131Q: 3 clusters Score -9111434 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -9111442.000000 Penalty: 5352.819824
	Iteration 132Q: 3 clusters Score -9111442 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -9111439.000000 Penalty: 5352.819824
	Iteration 133Q: 3 clusters Score -9111439 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -9111438.000000 Penalty: 5352.819824
	Iteration 134Q: 3 clusters Score -9111438 nChanged 7
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Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -9111430.000000 Penalty: 5352.819824
	Iteration 135Q: 3 clusters Score -9111430 nChanged 9
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Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -9111438.000000 Penalty: 5352.819824
	Iteration 136Q: 3 clusters Score -9111438 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4919 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9111430 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -9111437.000000 Penalty: 5352.819824
	Iteration 138Q: 3 clusters Score -9111437 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9111437 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -9111439.000000 Penalty: 5352.819824
	Iteration 140F: 3 clusters Score -9111439 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -9111437.000000 Penalty: 5352.819824
	Iteration 141Q: 3 clusters Score -9111437 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -9111443.000000 Penalty: 5352.819824
	Iteration 142Q: 3 clusters Score -9111443 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -9111444.000000 Penalty: 5352.819824
	Iteration 143Q: 3 clusters Score -9111444 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -9111437.000000 Penalty: 5352.819824
	Iteration 144Q: 3 clusters Score -9111437 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4868 members 
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Entering Unmasked Estep 
Score: -9111448.000000 Penalty: 5352.819824
	Iteration 145Q: 3 clusters Score -9111448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -9111449.000000 Penalty: 5352.819824
	Iteration 146Q: 3 clusters Score -9111449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -9111455.000000 Penalty: 5352.819824
	Iteration 147Q: 3 clusters Score -9111455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -9111463.000000 Penalty: 5352.819824
	Iteration 148Q: 3 clusters Score -9111463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -9111460.000000 Penalty: 5352.819824
	Iteration 149Q: 3 clusters Score -9111460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -9111462.000000 Penalty: 5352.819824
	Iteration 150Q: 3 clusters Score -9111462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -9111465.000000 Penalty: 5352.819824
	Iteration 151Q: 3 clusters Score -9111465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -9111464.000000 Penalty: 5352.819824
	Iteration 152Q: 3 clusters Score -9111464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -9111463.000000 Penalty: 5352.819824
	Iteration 153Q: 3 clusters Score -9111463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -9111466.000000 Penalty: 5352.819824
	Iteration 154Q: 3 clusters Score -9111466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -9111459.000000 Penalty: 5352.819824
	Iteration 155Q: 3 clusters Score -9111459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -9111453.000000 Penalty: 5352.819824
	Iteration 156Q: 3 clusters Score -9111453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -9111458.000000 Penalty: 5352.819824
	Iteration 157Q: 3 clusters Score -9111458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -9111466.000000 Penalty: 5352.819824
	Iteration 158Q: 3 clusters Score -9111466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -9111456.000000 Penalty: 5352.819824
	Iteration 159Q: 3 clusters Score -9111456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -9111457.000000 Penalty: 5352.819824
	Iteration 160F: 3 clusters Score -9111457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -9111455.000000 Penalty: 5352.819824
	Iteration 161Q: 3 clusters Score -9111455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -9111457.000000 Penalty: 5352.819824
	Iteration 162Q: 3 clusters Score -9111457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -9111452.000000 Penalty: 5352.819824
	Iteration 163Q: 3 clusters Score -9111452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -9111452.000000 Penalty: 5352.819824
	Iteration 164F: 3 clusters Score -9111452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 41398 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47130 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42960 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45522 members 
Mstep: Class 9 contains 41819 members 
Mstep: Class 10 contains 45256 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 45035 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40902 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43430 members 
Mstep: Class 17 contains 41699 members 
Mstep: Class 18 contains 39194 members 
Mstep: Class 19 contains 43882 members 
Mstep: Class 20 contains 33362 members 
Mstep: Class 21 contains 45181 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931944.000000 Penalty: 83433.343750
Iteration 359Q: 26 clusters Score -1.269319e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 41406 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47116 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42958 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45543 members 
Mstep: Class 9 contains 41813 members 
Mstep: Class 10 contains 45257 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45035 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40901 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43420 members 
Mstep: Class 17 contains 41698 members 
Mstep: Class 18 contains 39203 members 
Mstep: Class 19 contains 43915 members 
Mstep: Class 20 contains 33364 members 
Mstep: Class 21 contains 45175 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932136.000000 Penalty: 83433.343750
Iteration 360F: 26 clusters Score -1.269321e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 41408 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47119 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42969 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45549 members 
Mstep: Class 9 contains 41823 members 
Mstep: Class 10 contains 45260 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45038 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40910 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43436 members 
Mstep: Class 17 contains 41692 members 
Mstep: Class 18 contains 39199 members 
Mstep: Class 19 contains 43928 members 
Mstep: Class 20 contains 33366 members 
Mstep: Class 21 contains 45169 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932240.000000 Penalty: 83433.343750
Iteration 361Q: 26 clusters Score -1.269322e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 41421 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47106 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42990 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45553 members 
Mstep: Class 9 contains 41829 members 
Mstep: Class 10 contains 45268 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45031 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40931 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43430 members 
Mstep: Class 17 contains 41674 members 
Mstep: Class 18 contains 39201 members 
Mstep: Class 19 contains 43932 members 
Mstep: Class 20 contains 33369 members 
Mstep: Class 21 contains 45168 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932264.000000 Penalty: 83433.343750
Iteration 362Q: 26 clusters Score -1.269323e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 41423 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47101 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 43000 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45556 members 
Mstep: Class 9 contains 41835 members 
Mstep: Class 10 contains 45260 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45053 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40962 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43412 members 
Mstep: Class 17 contains 41662 members 
Mstep: Class 18 contains 39203 members 
Mstep: Class 19 contains 43914 members 
Mstep: Class 20 contains 33367 members 
Mstep: Class 21 contains 45171 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932280.000000 Penalty: 83433.343750
Iteration 363Q: 26 clusters Score -1.269323e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 41443 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47098 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42987 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45541 members 
Mstep: Class 9 contains 41844 members 
Mstep: Class 10 contains 45253 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45047 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 40986 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43406 members 
Mstep: Class 17 contains 41668 members 
Mstep: Class 18 contains 39215 members 
Mstep: Class 19 contains 43914 members 
Mstep: Class 20 contains 33368 members 
Mstep: Class 21 contains 45161 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932200.000000 Penalty: 83433.343750
Iteration 364Q: 26 clusters Score -1.269322e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 41452 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47100 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42977 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45535 members 
Mstep: Class 9 contains 41845 members 
Mstep: Class 10 contains 45252 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45064 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41007 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43394 members 
Mstep: Class 17 contains 41676 members 
Mstep: Class 18 contains 39214 members 
Mstep: Class 19 contains 43920 members 
Mstep: Class 20 contains 33372 members 
Mstep: Class 21 contains 45147 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932360.000000 Penalty: 83433.343750
Iteration 365Q: 26 clusters Score -1.269324e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 41464 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47096 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42964 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45522 members 
Mstep: Class 9 contains 41850 members 
Mstep: Class 10 contains 45253 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45087 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41009 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43396 members 
Mstep: Class 17 contains 41681 members 
Mstep: Class 18 contains 39226 members 
Mstep: Class 19 contains 43907 members 
Mstep: Class 20 contains 33373 members 
Mstep: Class 21 contains 45139 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932368.000000 Penalty: 83433.343750
Iteration 366Q: 26 clusters Score -1.269324e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 41467 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47093 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42933 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45506 members 
Mstep: Class 9 contains 41853 members 
Mstep: Class 10 contains 45243 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45097 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41013 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43409 members 
Mstep: Class 17 contains 41691 members 
Mstep: Class 18 contains 39242 members 
Mstep: Class 19 contains 43908 members 
Mstep: Class 20 contains 33372 members 
Mstep: Class 21 contains 45130 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932392.000000 Penalty: 83433.343750
Iteration 367Q: 26 clusters Score -1.269324e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 41479 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47101 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42894 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45517 members 
Mstep: Class 9 contains 41858 members 
Mstep: Class 10 contains 45241 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45094 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41025 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43418 members 
Mstep: Class 17 contains 41696 members 
Mstep: Class 18 contains 39238 members 
Mstep: Class 19 contains 43900 members 
Mstep: Class 20 contains 33374 members 
Mstep: Class 21 contains 45119 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932344.000000 Penalty: 83433.343750
Iteration 368Q: 26 clusters Score -1.269323e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 41481 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47105 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42882 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45525 members 
Mstep: Class 9 contains 41852 members 
Mstep: Class 10 contains 45242 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45089 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41041 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43429 members 
Mstep: Class 17 contains 41704 members 
Mstep: Class 18 contains 39235 members 
Mstep: Class 19 contains 43904 members 
Mstep: Class 20 contains 33374 members 
Mstep: Class 21 contains 45119 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932496.000000 Penalty: 83433.343750
Iteration 369Q: 26 clusters Score -1.269325e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 41481 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47108 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42869 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45526 members 
Mstep: Class 9 contains 41838 members 
Mstep: Class 10 contains 45242 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45105 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41053 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43446 members 
Mstep: Class 17 contains 41717 members 
Mstep: Class 18 contains 39234 members 
Mstep: Class 19 contains 43911 members 
Mstep: Class 20 contains 33373 members 
Mstep: Class 21 contains 45113 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932408.000000 Penalty: 83433.343750
Iteration 370Q: 26 clusters Score -1.269324e+08 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 41482 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47124 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42859 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45524 members 
Mstep: Class 9 contains 41821 members 
Mstep: Class 10 contains 45249 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45114 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41067 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43450 members 
Mstep: Class 17 contains 41717 members 
Mstep: Class 18 contains 39230 members 
Mstep: Class 19 contains 43912 members 
Mstep: Class 20 contains 33372 members 
Mstep: Class 21 contains 45107 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932408.000000 Penalty: 83433.343750
Iteration 371Q: 26 clusters Score -1.269324e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 41493 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47123 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42843 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45524 members 
Mstep: Class 9 contains 41817 members 
Mstep: Class 10 contains 45252 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45144 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41062 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43438 members 
Mstep: Class 17 contains 41711 members 
Mstep: Class 18 contains 39233 members 
Mstep: Class 19 contains 43923 members 
Mstep: Class 20 contains 33369 members 
Mstep: Class 21 contains 45107 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932328.000000 Penalty: 83433.343750
Iteration 372Q: 26 clusters Score -1.269323e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 41495 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47124 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42842 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45513 members 
Mstep: Class 9 contains 41818 members 
Mstep: Class 10 contains 45257 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45161 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41073 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43436 members 
Mstep: Class 17 contains 41719 members 
Mstep: Class 18 contains 39231 members 
Mstep: Class 19 contains 43916 members 
Mstep: Class 20 contains 33369 members 
Mstep: Class 21 contains 45103 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932344.000000 Penalty: 83433.343750
Iteration 373Q: 26 clusters Score -1.269323e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 41500 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47128 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42856 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45524 members 
Mstep: Class 9 contains 41804 members 
Mstep: Class 10 contains 45250 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45165 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41087 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43441 members 
Mstep: Class 17 contains 41726 members 
Mstep: Class 18 contains 39224 members 
Mstep: Class 19 contains 43913 members 
Mstep: Class 20 contains 33369 members 
Mstep: Class 21 contains 45104 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932544.000000 Penalty: 83433.343750
Iteration 374Q: 26 clusters Score -1.269325e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 41502 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47124 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42871 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45519 members 
Mstep: Class 9 contains 41783 members 
Mstep: Class 10 contains 45253 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45186 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41102 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43449 members 
Mstep: Class 17 contains 41721 members 
Mstep: Class 18 contains 39217 members 
Mstep: Class 19 contains 43907 members 
Mstep: Class 20 contains 33370 members 
Mstep: Class 21 contains 45108 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932592.000000 Penalty: 83433.343750
Iteration 375Q: 26 clusters Score -1.269326e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 41503 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47126 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42869 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45503 members 
Mstep: Class 9 contains 41762 members 
Mstep: Class 10 contains 45259 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45191 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41121 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43467 members 
Mstep: Class 17 contains 41721 members 
Mstep: Class 18 contains 39222 members 
Mstep: Class 19 contains 43894 members 
Mstep: Class 20 contains 33371 members 
Mstep: Class 21 contains 45107 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932544.000000 Penalty: 83433.343750
Iteration 376Q: 26 clusters Score -1.269325e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 41503 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47124 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42856 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45485 members 
Mstep: Class 9 contains 41750 members 
Mstep: Class 10 contains 45258 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45201 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41148 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43482 members 
Mstep: Class 17 contains 41724 members 
Mstep: Class 18 contains 39213 members 
Mstep: Class 19 contains 43886 members 
Mstep: Class 20 contains 33372 members 
Mstep: Class 21 contains 45106 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932456.000000 Penalty: 83433.343750
Iteration 377Q: 26 clusters Score -1.269325e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 41499 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47129 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42865 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45471 members 
Mstep: Class 9 contains 41737 members 
Mstep: Class 10 contains 45256 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45220 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41180 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43472 members 
Mstep: Class 17 contains 41718 members 
Mstep: Class 18 contains 39207 members 
Mstep: Class 19 contains 43873 members 
Mstep: Class 20 contains 33374 members 
Mstep: Class 21 contains 45100 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932424.000000 Penalty: 83433.343750
Iteration 378Q: 26 clusters Score -1.269324e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 41500 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47120 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42859 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45461 members 
Mstep: Class 9 contains 41722 members 
Mstep: Class 10 contains 45260 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45228 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41224 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43471 members 
Mstep: Class 17 contains 41715 members 
Mstep: Class 18 contains 39212 members 
Mstep: Class 19 contains 43864 members 
Mstep: Class 20 contains 33373 members 
Mstep: Class 21 contains 45096 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932592.000000 Penalty: 83433.343750
Iteration 379Q: 26 clusters Score -1.269326e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 41499 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47125 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42841 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45448 members 
Mstep: Class 9 contains 41703 members 
Mstep: Class 10 contains 45254 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45240 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41269 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43464 members 
Mstep: Class 17 contains 41713 members 
Mstep: Class 18 contains 39220 members 
Mstep: Class 19 contains 43863 members 
Mstep: Class 20 contains 33373 members 
Mstep: Class 21 contains 45087 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932504.000000 Penalty: 83433.343750
Iteration 380F: 26 clusters Score -1.269325e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 41504 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47122 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42834 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45439 members 
Mstep: Class 9 contains 41695 members 
Mstep: Class 10 contains 45239 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45244 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41310 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43466 members 
Mstep: Class 17 contains 41715 members 
Mstep: Class 18 contains 39209 members 
Mstep: Class 19 contains 43854 members 
Mstep: Class 20 contains 33374 members 
Mstep: Class 21 contains 45080 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932432.000000 Penalty: 83433.343750
Iteration 381Q: 26 clusters Score -1.269324e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 41501 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47135 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42819 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45432 members 
Mstep: Class 9 contains 41689 members 
Mstep: Class 10 contains 45241 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45240 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41336 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43470 members 
Mstep: Class 17 contains 41720 members 
Mstep: Class 18 contains 39204 members 
Mstep: Class 19 contains 43840 members 
Mstep: Class 20 contains 33374 members 
Mstep: Class 21 contains 45083 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932408.000000 Penalty: 83433.343750
Iteration 382Q: 26 clusters Score -1.269324e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 41494 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47134 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42830 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45432 members 
Mstep: Class 9 contains 41673 members 
Mstep: Class 10 contains 45233 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45244 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41378 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43467 members 
Mstep: Class 17 contains 41719 members 
Mstep: Class 18 contains 39207 members 
Mstep: Class 19 contains 43836 members 
Mstep: Class 20 contains 33371 members 
Mstep: Class 21 contains 45084 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932496.000000 Penalty: 83433.343750
Iteration 383Q: 26 clusters Score -1.269325e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 41491 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47124 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42829 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45426 members 
Mstep: Class 9 contains 41654 members 
Mstep: Class 10 contains 45235 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45266 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41420 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43470 members 
Mstep: Class 17 contains 41715 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 43842 members 
Mstep: Class 20 contains 33376 members 
Mstep: Class 21 contains 45069 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932544.000000 Penalty: 83433.343750
Iteration 384Q: 26 clusters Score -1.269325e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 41485 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47121 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42823 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45417 members 
Mstep: Class 9 contains 41634 members 
Mstep: Class 10 contains 45238 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45275 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41452 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43469 members 
Mstep: Class 17 contains 41717 members 
Mstep: Class 18 contains 39196 members 
Mstep: Class 19 contains 43854 members 
Mstep: Class 20 contains 33382 members 
Mstep: Class 21 contains 45054 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932528.000000 Penalty: 83433.343750
Iteration 385Q: 26 clusters Score -1.269325e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 41494 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47117 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42802 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45417 members 
Mstep: Class 9 contains 41619 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45279 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41480 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43457 members 
Mstep: Class 17 contains 41718 members 
Mstep: Class 18 contains 39188 members 
Mstep: Class 19 contains 43856 members 
Mstep: Class 20 contains 33385 members 
Mstep: Class 21 contains 45042 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932600.000000 Penalty: 83433.343750
Iteration 386Q: 26 clusters Score -1.269326e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 41503 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47117 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42812 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45407 members 
Mstep: Class 9 contains 41609 members 
Mstep: Class 10 contains 45242 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45286 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41511 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43440 members 
Mstep: Class 17 contains 41705 members 
Mstep: Class 18 contains 39183 members 
Mstep: Class 19 contains 43852 members 
Mstep: Class 20 contains 33390 members 
Mstep: Class 21 contains 45028 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932440.000000 Penalty: 83433.343750
Iteration 387Q: 26 clusters Score -1.269324e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 41504 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47106 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42831 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45398 members 
Mstep: Class 9 contains 41605 members 
Mstep: Class 10 contains 45245 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45284 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41546 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43439 members 
Mstep: Class 17 contains 41692 members 
Mstep: Class 18 contains 39174 members 
Mstep: Class 19 contains 43853 members 
Mstep: Class 20 contains 33390 members 
Mstep: Class 21 contains 45025 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932384.000000 Penalty: 83433.343750
Iteration 388Q: 26 clusters Score -1.269324e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 41510 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47097 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42829 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45401 members 
Mstep: Class 9 contains 41597 members 
Mstep: Class 10 contains 45234 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45284 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41593 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43433 members 
Mstep: Class 17 contains 41684 members 
Mstep: Class 18 contains 39173 members 
Mstep: Class 19 contains 43847 members 
Mstep: Class 20 contains 33390 members 
Mstep: Class 21 contains 45024 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932160.000000 Penalty: 83433.343750
Iteration 389Q: 26 clusters Score -1.269322e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 41520 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47094 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42831 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45397 members 
Mstep: Class 9 contains 41582 members 
Mstep: Class 10 contains 45225 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45286 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41643 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43425 members 
Mstep: Class 17 contains 41684 members 
Mstep: Class 18 contains 39176 members 
Mstep: Class 19 contains 43837 members 
Mstep: Class 20 contains 33392 members 
Mstep: Class 21 contains 45023 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932296.000000 Penalty: 83433.343750
Iteration 390Q: 26 clusters Score -1.269323e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 41524 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47091 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42827 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45388 members 
Mstep: Class 9 contains 41572 members 
Mstep: Class 10 contains 45227 members 
Mstep: Class 11 contains 1021 members 
Mstep: Class 12 contains 45279 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41679 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43430 members 
Mstep: Class 17 contains 41682 members 
Mstep: Class 18 contains 39177 members 
Mstep: Class 19 contains 43827 members 
Mstep: Class 20 contains 33393 members 
Mstep: Class 21 contains 45031 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932376.000000 Penalty: 83433.343750
Iteration 391Q: 26 clusters Score -1.269324e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 41525 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47083 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42842 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45387 members 
Mstep: Class 9 contains 41558 members 
Mstep: Class 10 contains 45221 members 
Mstep: Class 11 contains 1022 members 
Mstep: Class 12 contains 45272 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41710 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43436 members 
Mstep: Class 17 contains 41679 members 
Mstep: Class 18 contains 39183 members 
Mstep: Class 19 contains 43824 members 
Mstep: Class 20 contains 33395 members 
Mstep: Class 21 contains 45032 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932296.000000 Penalty: 83433.343750
Iteration 392Q: 26 clusters Score -1.269323e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 41522 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47086 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42853 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45388 members 
Mstep: Class 9 contains 41548 members 
Mstep: Class 10 contains 45222 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45274 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41742 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43428 members 
Mstep: Class 17 contains 41676 members 
Mstep: Class 18 contains 39179 members 
Mstep: Class 19 contains 43819 members 
Mstep: Class 20 contains 33397 members 
Mstep: Class 21 contains 45030 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932288.000000 Penalty: 83433.343750
Iteration 393Q: 26 clusters Score -1.269323e+08 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 41521 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47084 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42846 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45384 members 
Mstep: Class 9 contains 41528 members 
Mstep: Class 10 contains 45218 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45256 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41788 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43421 members 
Mstep: Class 17 contains 41681 members 
Mstep: Class 18 contains 39182 members 
Mstep: Class 19 contains 43821 members 
Mstep: Class 20 contains 33399 members 
Mstep: Class 21 contains 45033 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932192.000000 Penalty: 83433.343750
Iteration 394Q: 26 clusters Score -1.269322e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 41533 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47083 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42843 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45388 members 
Mstep: Class 9 contains 41505 members 
Mstep: Class 10 contains 45208 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45255 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41812 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43406 members 
Mstep: Class 17 contains 41688 members 
Mstep: Class 18 contains 39182 members 
Mstep: Class 19 contains 43822 members 
Mstep: Class 20 contains 33402 members 
Mstep: Class 21 contains 45033 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932168.000000 Penalty: 83433.343750
Iteration 395Q: 26 clusters Score -1.269322e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 41546 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47083 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42828 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45389 members 
Mstep: Class 9 contains 41481 members 
Mstep: Class 10 contains 45213 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45269 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41821 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43395 members 
Mstep: Class 17 contains 41697 members 
Mstep: Class 18 contains 39195 members 
Mstep: Class 19 contains 43811 members 
Mstep: Class 20 contains 33402 members 
Mstep: Class 21 contains 45040 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932400.000000 Penalty: 83433.343750
Iteration 396Q: 26 clusters Score -1.269324e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 41545 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47072 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42830 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45380 members 
Mstep: Class 9 contains 41461 members 
Mstep: Class 10 contains 45203 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45266 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41848 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43403 members 
Mstep: Class 17 contains 41703 members 
Mstep: Class 18 contains 39203 members 
Mstep: Class 19 contains 43812 members 
Mstep: Class 20 contains 33407 members 
Mstep: Class 21 contains 45039 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932288.000000 Penalty: 83433.343750
Iteration 397Q: 26 clusters Score -1.269323e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 41567 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47072 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 42838 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45384 members 
Mstep: Class 9 contains 41442 members 
Mstep: Class 10 contains 45202 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45258 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41858 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43416 members 
Mstep: Class 17 contains 41706 members 
Mstep: Class 18 contains 39199 members 
Mstep: Class 19 contains 43820 members 
Mstep: Class 20 contains 33409 members 
Mstep: Class 21 contains 45032 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932368.000000 Penalty: 83433.343750
Iteration 398Q: 26 clusters Score -1.269324e+08 nChanged 430
Entering ConstructFrom: 
Score: -126932368.000000 Penalty: 83433.343750
Entering ConstructFrom: 
Trying to split cluster 1 (45892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Entering Unmasked Estep 
Score: -8525360.000000 Penalty: 2662.043457
	Iteration 0F: 2 clusters Score -8525360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -8495255.000000 Penalty: 5324.086914
	Iteration 0F: 3 clusters Score -8495255 nChanged 21327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -8507093.000000 Penalty: 5324.086914
	Iteration 1F: 3 clusters Score -8507093 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -8507550.000000 Penalty: 5324.086914
	Iteration 2Q: 3 clusters Score -8507550 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -8507972.000000 Penalty: 5324.086914
	Iteration 3Q: 3 clusters Score -8507972 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -8508365.000000 Penalty: 5324.086914
	Iteration 4Q: 3 clusters Score -8508365 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -8508824.000000 Penalty: 5324.086914
	Iteration 5Q: 3 clusters Score -8508824 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -8509234.000000 Penalty: 5324.086914
	Iteration 6Q: 3 clusters Score -8509234 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -8509844.000000 Penalty: 5324.086914
	Iteration 7Q: 3 clusters Score -8509844 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -8510674.000000 Penalty: 5324.086914
	Iteration 8Q: 3 clusters Score -8510674 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -8511833.000000 Penalty: 5324.086914
	Iteration 9Q: 3 clusters Score -8511833 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -8513594.000000 Penalty: 5324.086914
	Iteration 10F: 3 clusters Score -8513594 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -8515899.000000 Penalty: 5324.086914
	Iteration 11F: 3 clusters Score -8515899 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -8517808.000000 Penalty: 5324.086914
	Iteration 12F: 3 clusters Score -8517808 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -8518855.000000 Penalty: 5324.086914
	Iteration 13Q: 3 clusters Score -8518855 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -8519314.000000 Penalty: 5324.086914
	Iteration 14Q: 3 clusters Score -8519314 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -8519522.000000 Penalty: 5324.086914
	Iteration 15Q: 3 clusters Score -8519522 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -8519702.000000 Penalty: 5324.086914
	Iteration 16Q: 3 clusters Score -8519702 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -8519858.000000 Penalty: 5324.086914
	Iteration 17Q: 3 clusters Score -8519858 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -8519999.000000 Penalty: 5324.086914
	Iteration 18Q: 3 clusters Score -8519999 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -8520154.000000 Penalty: 5324.086914
	Iteration 19Q: 3 clusters Score -8520154 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -8520285.000000 Penalty: 5324.086914
	Iteration 20F: 3 clusters Score -8520285 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -8520425.000000 Penalty: 5324.086914
	Iteration 21Q: 3 clusters Score -8520425 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -8520525.000000 Penalty: 5324.086914
	Iteration 22Q: 3 clusters Score -8520525 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -8520604.000000 Penalty: 5324.086914
	Iteration 23Q: 3 clusters Score -8520604 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -8520698.000000 Penalty: 5324.086914
	Iteration 24Q: 3 clusters Score -8520698 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -8520766.000000 Penalty: 5324.086914
	Iteration 25Q: 3 clusters Score -8520766 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -8520865.000000 Penalty: 5324.086914
	Iteration 26Q: 3 clusters Score -8520865 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -8520989.000000 Penalty: 5324.086914
	Iteration 27Q: 3 clusters Score -8520989 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -8521068.000000 Penalty: 5324.086914
	Iteration 28Q: 3 clusters Score -8521068 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -8521167.000000 Penalty: 5324.086914
	Iteration 29Q: 3 clusters Score -8521167 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -8521244.000000 Penalty: 5324.086914
	Iteration 30Q: 3 clusters Score -8521244 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -8521301.000000 Penalty: 5324.086914
	Iteration 31Q: 3 clusters Score -8521301 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -8521338.000000 Penalty: 5324.086914
	Iteration 32Q: 3 clusters Score -8521338 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -8521390.000000 Penalty: 5324.086914
	Iteration 33Q: 3 clusters Score -8521390 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -8521446.000000 Penalty: 5324.086914
	Iteration 34Q: 3 clusters Score -8521446 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -8521498.000000 Penalty: 5324.086914
	Iteration 35Q: 3 clusters Score -8521498 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -8521555.000000 Penalty: 5324.086914
	Iteration 36Q: 3 clusters Score -8521555 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -8521571.000000 Penalty: 5324.086914
	Iteration 37Q: 3 clusters Score -8521571 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -8521615.000000 Penalty: 5324.086914
	Iteration 38Q: 3 clusters Score -8521615 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -8521704.000000 Penalty: 5324.086914
	Iteration 39Q: 3 clusters Score -8521704 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -8521784.000000 Penalty: 5324.086914
	Iteration 40F: 3 clusters Score -8521784 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -8521868.000000 Penalty: 5324.086914
	Iteration 41Q: 3 clusters Score -8521868 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -8521939.000000 Penalty: 5324.086914
	Iteration 42Q: 3 clusters Score -8521939 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -8522006.000000 Penalty: 5324.086914
	Iteration 43Q: 3 clusters Score -8522006 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -8522062.000000 Penalty: 5324.086914
	Iteration 44Q: 3 clusters Score -8522062 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -8522152.000000 Penalty: 5324.086914
	Iteration 45Q: 3 clusters Score -8522152 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -8522211.000000 Penalty: 5324.086914
	Iteration 46Q: 3 clusters Score -8522211 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -8522310.000000 Penalty: 5324.086914
	Iteration 47Q: 3 clusters Score -8522310 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -8522428.000000 Penalty: 5324.086914
	Iteration 48Q: 3 clusters Score -8522428 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -8522512.000000 Penalty: 5324.086914
	Iteration 49Q: 3 clusters Score -8522512 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -8522589.000000 Penalty: 5324.086914
	Iteration 50Q: 3 clusters Score -8522589 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -8522682.000000 Penalty: 5324.086914
	Iteration 51Q: 3 clusters Score -8522682 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -8522790.000000 Penalty: 5324.086914
	Iteration 52Q: 3 clusters Score -8522790 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -8522875.000000 Penalty: 5324.086914
	Iteration 53Q: 3 clusters Score -8522875 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -8522970.000000 Penalty: 5324.086914
	Iteration 54Q: 3 clusters Score -8522970 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -8523017.000000 Penalty: 5324.086914
	Iteration 55Q: 3 clusters Score -8523017 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -8523123.000000 Penalty: 5324.086914
	Iteration 56Q: 3 clusters Score -8523123 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -8523203.000000 Penalty: 5324.086914
	Iteration 57Q: 3 clusters Score -8523203 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -8523276.000000 Penalty: 5324.086914
	Iteration 58Q: 3 clusters Score -8523276 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8523338.000000 Penalty: 5324.086914
	Iteration 59Q: 3 clusters Score -8523338 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -8523375.000000 Penalty: 5324.086914
	Iteration 60F: 3 clusters Score -8523375 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -8523380.000000 Penalty: 5324.086914
	Iteration 61Q: 3 clusters Score -8523380 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -8523366.000000 Penalty: 5324.086914
	Iteration 62Q: 3 clusters Score -8523366 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -8523396.000000 Penalty: 5324.086914
	Iteration 63Q: 3 clusters Score -8523396 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -8523402.000000 Penalty: 5324.086914
	Iteration 64Q: 3 clusters Score -8523402 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8523410.000000 Penalty: 5324.086914
	Iteration 65Q: 3 clusters Score -8523410 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -8523415.000000 Penalty: 5324.086914
	Iteration 66Q: 3 clusters Score -8523415 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -8523398.000000 Penalty: 5324.086914
	Iteration 67Q: 3 clusters Score -8523398 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8523417.000000 Penalty: 5324.086914
	Iteration 68Q: 3 clusters Score -8523417 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -8523436.000000 Penalty: 5324.086914
	Iteration 69Q: 3 clusters Score -8523436 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -8523432.000000 Penalty: 5324.086914
	Iteration 70Q: 3 clusters Score -8523432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -8523414.000000 Penalty: 5324.086914
	Iteration 71Q: 3 clusters Score -8523414 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -8523398.000000 Penalty: 5324.086914
	Iteration 72Q: 3 clusters Score -8523398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -8523397.000000 Penalty: 5324.086914
	Iteration 73Q: 3 clusters Score -8523397 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -8523406.000000 Penalty: 5324.086914
	Iteration 74Q: 3 clusters Score -8523406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -8523392.000000 Penalty: 5324.086914
	Iteration 75Q: 3 clusters Score -8523392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -8523415.000000 Penalty: 5324.086914
	Iteration 76Q: 3 clusters Score -8523415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -8523419.000000 Penalty: 5324.086914
	Iteration 77Q: 3 clusters Score -8523419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -8523426.000000 Penalty: 5324.086914
	Iteration 78Q: 3 clusters Score -8523426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -8523425.000000 Penalty: 5324.086914
	Iteration 79Q: 3 clusters Score -8523425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -8523439.000000 Penalty: 5324.086914
	Iteration 80F: 3 clusters Score -8523439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -8523444.000000 Penalty: 5324.086914
	Iteration 81Q: 3 clusters Score -8523444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -8523441.000000 Penalty: 5324.086914
	Iteration 82Q: 3 clusters Score -8523441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -8523437.000000 Penalty: 5324.086914
	Iteration 83Q: 3 clusters Score -8523437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8523440.000000 Penalty: 5324.086914
	Iteration 84Q: 3 clusters Score -8523440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -8523435.000000 Penalty: 5324.086914
	Iteration 85Q: 3 clusters Score -8523435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -8523429.000000 Penalty: 5324.086914
	Iteration 86Q: 3 clusters Score -8523429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -8523427.000000 Penalty: 5324.086914
	Iteration 87Q: 3 clusters Score -8523427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -8523428.000000 Penalty: 5324.086914
	Iteration 88Q: 3 clusters Score -8523428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -8523428.000000 Penalty: 5324.086914
	Iteration 89Q: 3 clusters Score -8523428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -8523423.000000 Penalty: 5324.086914
	Iteration 90Q: 3 clusters Score -8523423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -8523426.000000 Penalty: 5324.086914
	Iteration 91Q: 3 clusters Score -8523426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -8523429.000000 Penalty: 5324.086914
	Iteration 92Q: 3 clusters Score -8523429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -8523429.000000 Penalty: 5324.086914
	Iteration 93Q: 3 clusters Score -8523429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -8523429.000000 Penalty: 5324.086914
	Iteration 94F: 3 clusters Score -8523429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Entering Unmasked Estep 
Score: -7682192.000000 Penalty: 2637.614746
	Iteration 0F: 2 clusters Score -7682192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -7654119.500000 Penalty: 5275.229492
	Iteration 0F: 3 clusters Score -7654120 nChanged 19012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -7665288.500000 Penalty: 5275.229492
	Iteration 1F: 3 clusters Score -7665288 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -7666578.000000 Penalty: 5275.229492
	Iteration 2F: 3 clusters Score -7666578 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -7668171.500000 Penalty: 5275.229492
	Iteration 3F: 3 clusters Score -7668172 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -7670123.500000 Penalty: 5275.229492
	Iteration 4F: 3 clusters Score -7670124 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -7672259.500000 Penalty: 5275.229492
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Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7677646 nChanged 1176
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Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7678230 nChanged 724
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Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7678558 nChanged 578
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Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7678787 nChanged 509
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Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7678994 nChanged 504
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Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7679200 nChanged 484
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Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7679396 nChanged 427
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Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7679511 nChanged 382
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Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7679639 nChanged 329
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Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7679778 nChanged 321
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Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7679834 nChanged 307
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Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7679939 nChanged 304
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Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7680010 nChanged 298
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Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7680103 nChanged 276
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Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7680157 nChanged 250
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Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7680244 nChanged 209
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Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7680306 nChanged 175
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Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7680342 nChanged 190
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Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 34545 members 
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	Iteration 26Q: 3 clusters Score -7680386 nChanged 164
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Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7680416 nChanged 156
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Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 34865 members 
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	Iteration 28Q: 3 clusters Score -7680477 nChanged 138
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Mstep: Class 1 contains 6586 members 
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	Iteration 29Q: 3 clusters Score -7680501 nChanged 130
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Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 35131 members 
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	Iteration 30Q: 3 clusters Score -7680534 nChanged 121
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Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7680558 nChanged 121
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Mstep: Class 1 contains 6218 members 
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	Iteration 32Q: 3 clusters Score -7680586 nChanged 114
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Mstep: Class 1 contains 6104 members 
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	Iteration 34Q: 3 clusters Score -7680622 nChanged 104
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Mstep: Class 1 contains 5892 members 
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	Iteration 35Q: 3 clusters Score -7680617 nChanged 80
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Mstep: Class 1 contains 5812 members 
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	Iteration 36Q: 3 clusters Score -7680662 nChanged 90
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Mstep: Class 1 contains 5722 members 
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	Iteration 37Q: 3 clusters Score -7680678 nChanged 82
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	Iteration 38Q: 3 clusters Score -7680692 nChanged 64
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Mstep: Class 1 contains 5576 members 
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	Iteration 39Q: 3 clusters Score -7680708 nChanged 60
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Mstep: Class 1 contains 5516 members 
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	Iteration 40F: 3 clusters Score -7680728 nChanged 67
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Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 36138 members 
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	Iteration 41Q: 3 clusters Score -7680720 nChanged 74
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Mstep: Class 1 contains 5377 members 
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Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 36282 members 
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	Iteration 43Q: 3 clusters Score -7680756 nChanged 45
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Mstep: Class 1 contains 5260 members 
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Mstep: Class 1 contains 5217 members 
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	Iteration 45Q: 3 clusters Score -7680780 nChanged 45
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Mstep: Class 1 contains 5172 members 
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	Iteration 46Q: 3 clusters Score -7680794 nChanged 46
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Mstep: Class 1 contains 5126 members 
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	Iteration 47Q: 3 clusters Score -7680785 nChanged 40
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Mstep: Class 1 contains 5086 members 
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	Iteration 48Q: 3 clusters Score -7680805 nChanged 49
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Mstep: Class 1 contains 5037 members 
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	Iteration 49Q: 3 clusters Score -7680811 nChanged 44
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Mstep: Class 1 contains 4993 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7680822 nChanged 46
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Mstep: Class 1 contains 4947 members 
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	Iteration 51Q: 3 clusters Score -7680838 nChanged 42
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Mstep: Class 1 contains 4905 members 
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Mstep: Class 1 contains 4852 members 
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	Iteration 53Q: 3 clusters Score -7680876 nChanged 45
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Mstep: Class 1 contains 4807 members 
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	Iteration 54Q: 3 clusters Score -7680886 nChanged 43
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Mstep: Class 1 contains 4764 members 
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	Iteration 55Q: 3 clusters Score -7680896 nChanged 39
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	Iteration 56Q: 3 clusters Score -7680888 nChanged 36
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Mstep: Class 1 contains 4689 members 
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	Iteration 57Q: 3 clusters Score -7680900 nChanged 23
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Mstep: Class 1 contains 4666 members 
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	Iteration 58Q: 3 clusters Score -7680898 nChanged 26
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	Iteration 59Q: 3 clusters Score -7680892 nChanged 26
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	Iteration 60F: 3 clusters Score -7680894 nChanged 24
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Mstep: Class 1 contains 4590 members 
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	Iteration 61Q: 3 clusters Score -7680908 nChanged 20
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Mstep: Class 1 contains 4570 members 
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	Iteration 62Q: 3 clusters Score -7680920 nChanged 17
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	Iteration 63Q: 3 clusters Score -7680908 nChanged 18
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	Iteration 64Q: 3 clusters Score -7680912 nChanged 23
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	Iteration 65Q: 3 clusters Score -7680924 nChanged 26
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	Iteration 66Q: 3 clusters Score -7680922 nChanged 25
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	Iteration 67Q: 3 clusters Score -7680926 nChanged 25
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	Iteration 68Q: 3 clusters Score -7680943 nChanged 23
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Mstep: Class 1 contains 4413 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7680948 nChanged 18
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Mstep: Class 1 contains 4395 members 
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	Iteration 70Q: 3 clusters Score -7680955 nChanged 20
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Mstep: Class 1 contains 4375 members 
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	Iteration 71Q: 3 clusters Score -7680972 nChanged 12
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Mstep: Class 1 contains 4363 members 
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	Iteration 72Q: 3 clusters Score -7680966 nChanged 17
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Mstep: Class 1 contains 4346 members 
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	Iteration 73Q: 3 clusters Score -7680966 nChanged 25
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Mstep: Class 1 contains 4321 members 
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	Iteration 74Q: 3 clusters Score -7680959 nChanged 26
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	Iteration 75Q: 3 clusters Score -7680957 nChanged 26
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	Iteration 76Q: 3 clusters Score -7680958 nChanged 29
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	Iteration 77Q: 3 clusters Score -7680964 nChanged 22
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Mstep: Class 1 contains 4218 members 
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	Iteration 78Q: 3 clusters Score -7680976 nChanged 19
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	Iteration 79Q: 3 clusters Score -7680970 nChanged 25
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	Iteration 80F: 3 clusters Score -7680976 nChanged 20
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	Iteration 81Q: 3 clusters Score -7680980 nChanged 26
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Mstep: Class 1 contains 4128 members 
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	Iteration 82Q: 3 clusters Score -7680990 nChanged 29
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	Iteration 83Q: 3 clusters Score -7681004 nChanged 32
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	Iteration 84Q: 3 clusters Score -7681018 nChanged 26
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	Iteration 85Q: 3 clusters Score -7681022 nChanged 22
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	Iteration 86Q: 3 clusters Score -7681009 nChanged 17
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	Iteration 87Q: 3 clusters Score -7681006 nChanged 8
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	Iteration 88Q: 3 clusters Score -7681012 nChanged 6
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	Iteration 89Q: 3 clusters Score -7681016 nChanged 6
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	Iteration 90Q: 3 clusters Score -7681012 nChanged 6
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	Iteration 91Q: 3 clusters Score -7681012 nChanged 6
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	Iteration 92Q: 3 clusters Score -7681025 nChanged 10
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	Iteration 93Q: 3 clusters Score -7681026 nChanged 6
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	Iteration 94Q: 3 clusters Score -7681024 nChanged 3
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	Iteration 95Q: 3 clusters Score -7681027 nChanged 6
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	Iteration 96Q: 3 clusters Score -7681023 nChanged 11
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	Iteration 97Q: 3 clusters Score -7681026 nChanged 6
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	Iteration 98Q: 3 clusters Score -7681028 nChanged 5
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	Iteration 99Q: 3 clusters Score -7681028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -7681020.000000 Penalty: 5275.229492
	Iteration 100F: 3 clusters Score -7681020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -7681025.000000 Penalty: 5275.229492
	Iteration 101Q: 3 clusters Score -7681025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -7681012.000000 Penalty: 5275.229492
	Iteration 102Q: 3 clusters Score -7681012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -7681011.000000 Penalty: 5275.229492
	Iteration 103Q: 3 clusters Score -7681011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -7681012.500000 Penalty: 5275.229492
	Iteration 104Q: 3 clusters Score -7681012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -7681014.000000 Penalty: 5275.229492
	Iteration 105Q: 3 clusters Score -7681014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -7681014.000000 Penalty: 5275.229492
	Iteration 106F: 3 clusters Score -7681014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -165584.421875 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -165584.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -163648.531250 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -163648.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -164075.781250 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -164075.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -164255.250000 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -164255.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -164356.968750 Penalty: 3454.679688
	Iteration 3F: 3 clusters Score -164357 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -164426.453125 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -164426.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -164497.531250 Penalty: 3454.679688
	Iteration 5Q: 3 clusters Score -164497.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -164572.250000 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -164572.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -164614.859375 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -164614.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -164651.203125 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -164651.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -164683.875000 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -164683.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -164735.593750 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -164735.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -164773.484375 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -164773.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -164816.281250 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -164816.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -164852.718750 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -164852.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -164869.015625 Penalty: 3454.679688
	Iteration 14Q: 3 clusters Score -164869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -164892.156250 Penalty: 3454.679688
	Iteration 15Q: 3 clusters Score -164892.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -164918.265625 Penalty: 3454.679688
	Iteration 16Q: 3 clusters Score -164918.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -164928.687500 Penalty: 3454.679688
	Iteration 17Q: 3 clusters Score -164928.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -164933.906250 Penalty: 3454.679688
	Iteration 18Q: 3 clusters Score -164933.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -164939.375000 Penalty: 3454.679688
	Iteration 19Q: 3 clusters Score -164939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -164940.046875 Penalty: 3454.679688
	Iteration 20F: 3 clusters Score -164940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -164940.937500 Penalty: 3454.679688
	Iteration 21Q: 3 clusters Score -164940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -164942.312500 Penalty: 3454.679688
	Iteration 22Q: 3 clusters Score -164942.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -164942.312500 Penalty: 3454.679688
	Iteration 23F: 3 clusters Score -164942.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Entering Unmasked Estep 
Score: -8721070.000000 Penalty: 2668.381592
	Iteration 0F: 2 clusters Score -8721070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -8691505.000000 Penalty: 5336.763184
	Iteration 0F: 3 clusters Score -8691505 nChanged 21709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -8703452.000000 Penalty: 5336.763184
	Iteration 1F: 3 clusters Score -8703452 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -8704105.000000 Penalty: 5336.763184
	Iteration 2Q: 3 clusters Score -8704105 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -8704891.000000 Penalty: 5336.763184
	Iteration 3Q: 3 clusters Score -8704891 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -8706101.000000 Penalty: 5336.763184
	Iteration 4F: 3 clusters Score -8706101 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -8708074.000000 Penalty: 5336.763184
	Iteration 5F: 3 clusters Score -8708074 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -8711056.000000 Penalty: 5336.763184
	Iteration 6F: 3 clusters Score -8711056 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -8714410.000000 Penalty: 5336.763184
	Iteration 7F: 3 clusters Score -8714410 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -8717165.000000 Penalty: 5336.763184
	Iteration 8F: 3 clusters Score -8717165 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -8718863.000000 Penalty: 5336.763184
	Iteration 9Q: 3 clusters Score -8718863 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -8719645.000000 Penalty: 5336.763184
	Iteration 10Q: 3 clusters Score -8719645 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -8719897.000000 Penalty: 5336.763184
	Iteration 11Q: 3 clusters Score -8719897 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -8719927.000000 Penalty: 5336.763184
	Iteration 12Q: 3 clusters Score -8719927 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8719950.000000 Penalty: 5336.763184
	Iteration 13Q: 3 clusters Score -8719950 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -8719905.000000 Penalty: 5336.763184
	Iteration 14Q: 3 clusters Score -8719905 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -8719862.000000 Penalty: 5336.763184
	Iteration 15Q: 3 clusters Score -8719862 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -8719819.000000 Penalty: 5336.763184
	Iteration 16Q: 3 clusters Score -8719819 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -8719794.000000 Penalty: 5336.763184
	Iteration 17Q: 3 clusters Score -8719794 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -8719751.000000 Penalty: 5336.763184
	Iteration 18Q: 3 clusters Score -8719751 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -8719730.000000 Penalty: 5336.763184
	Iteration 19Q: 3 clusters Score -8719730 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -8719728.000000 Penalty: 5336.763184
	Iteration 20F: 3 clusters Score -8719728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -8719732.000000 Penalty: 5336.763184
	Iteration 21Q: 3 clusters Score -8719732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -8719715.000000 Penalty: 5336.763184
	Iteration 22Q: 3 clusters Score -8719715 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -8719704.000000 Penalty: 5336.763184
	Iteration 23Q: 3 clusters Score -8719704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -8719697.000000 Penalty: 5336.763184
	Iteration 24Q: 3 clusters Score -8719697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -8719683.000000 Penalty: 5336.763184
	Iteration 25Q: 3 clusters Score -8719683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -8719671.000000 Penalty: 5336.763184
	Iteration 26Q: 3 clusters Score -8719671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -8719660.000000 Penalty: 5336.763184
	Iteration 27Q: 3 clusters Score -8719660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -8719664.000000 Penalty: 5336.763184
	Iteration 28Q: 3 clusters Score -8719664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -8719663.000000 Penalty: 5336.763184
	Iteration 29Q: 3 clusters Score -8719663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -8719671.000000 Penalty: 5336.763184
	Iteration 30Q: 3 clusters Score -8719671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -8719666.000000 Penalty: 5336.763184
	Iteration 31Q: 3 clusters Score -8719666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8719663.000000 Penalty: 5336.763184
	Iteration 32Q: 3 clusters Score -8719663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -8719669.000000 Penalty: 5336.763184
	Iteration 33Q: 3 clusters Score -8719669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -8719665.000000 Penalty: 5336.763184
	Iteration 34Q: 3 clusters Score -8719665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8719655.000000 Penalty: 5336.763184
	Iteration 35Q: 3 clusters Score -8719655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8719667.000000 Penalty: 5336.763184
	Iteration 36Q: 3 clusters Score -8719667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8719667.000000 Penalty: 5336.763184
	Iteration 37F: 3 clusters Score -8719667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -447706.187500 Penalty: 1951.516846
	Iteration 0F: 2 clusters Score -447706.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -444724.750000 Penalty: 3903.033691
	Iteration 0F: 3 clusters Score -444724.8 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -445428.656250 Penalty: 3903.033691
	Iteration 1F: 3 clusters Score -445428.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -445711.656250 Penalty: 3903.033691
	Iteration 2F: 3 clusters Score -445711.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -445926.843750 Penalty: 3903.033691
	Iteration 3F: 3 clusters Score -445926.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -446186.750000 Penalty: 3903.033691
	Iteration 4F: 3 clusters Score -446186.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -446469.375000 Penalty: 3903.033691
	Iteration 5F: 3 clusters Score -446469.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -446776.375000 Penalty: 3903.033691
	Iteration 6F: 3 clusters Score -446776.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -447016.281250 Penalty: 3903.033691
	Iteration 7F: 3 clusters Score -447016.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -447141.218750 Penalty: 3903.033691
	Iteration 8Q: 3 clusters Score -447141.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -447197.437500 Penalty: 3903.033691
	Iteration 9Q: 3 clusters Score -447197.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -447221.812500 Penalty: 3903.033691
	Iteration 10Q: 3 clusters Score -447221.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -447233.187500 Penalty: 3903.033691
	Iteration 11Q: 3 clusters Score -447233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -447242.375000 Penalty: 3903.033691
	Iteration 12Q: 3 clusters Score -447242.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -447249.437500 Penalty: 3903.033691
	Iteration 13Q: 3 clusters Score -447249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -447253.187500 Penalty: 3903.033691
	Iteration 14Q: 3 clusters Score -447253.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -447257.093750 Penalty: 3903.033691
	Iteration 15Q: 3 clusters Score -447257.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -447258.406250 Penalty: 3903.033691
	Iteration 16Q: 3 clusters Score -447258.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -447258.406250 Penalty: 3903.033691
	Iteration 17F: 3 clusters Score -447258.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Entering Unmasked Estep 
Score: -7944048.500000 Penalty: 2644.941650
	Iteration 0F: 2 clusters Score -7944048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -7915833.500000 Penalty: 5289.883301
	Iteration 0F: 3 clusters Score -7915834 nChanged 19624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -7926856.500000 Penalty: 5289.883301
	Iteration 1F: 3 clusters Score -7926856 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -7927488.500000 Penalty: 5289.883301
	Iteration 2Q: 3 clusters Score -7927488 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -7928162.000000 Penalty: 5289.883301
	Iteration 3Q: 3 clusters Score -7928162 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -7929064.500000 Penalty: 5289.883301
	Iteration 4Q: 3 clusters Score -7929064 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -7930275.500000 Penalty: 5289.883301
	Iteration 5F: 3 clusters Score -7930276 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -7931858.500000 Penalty: 5289.883301
	Iteration 6F: 3 clusters Score -7931858 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -7934052.000000 Penalty: 5289.883301
	Iteration 7F: 3 clusters Score -7934052 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -7936435.500000 Penalty: 5289.883301
	Iteration 8F: 3 clusters Score -7936436 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -7938224.500000 Penalty: 5289.883301
	Iteration 9F: 3 clusters Score -7938224 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -7939213.500000 Penalty: 5289.883301
	Iteration 10Q: 3 clusters Score -7939214 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -7939673.500000 Penalty: 5289.883301
	Iteration 11Q: 3 clusters Score -7939674 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
Score: -7940027.000000 Penalty: 5289.883301
	Iteration 12Q: 3 clusters Score -7940027 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -7940243.500000 Penalty: 5289.883301
	Iteration 13Q: 3 clusters Score -7940244 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -7940400.500000 Penalty: 5289.883301
	Iteration 14Q: 3 clusters Score -7940400 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -7940507.000000 Penalty: 5289.883301
	Iteration 15Q: 3 clusters Score -7940507 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -7940612.000000 Penalty: 5289.883301
	Iteration 16Q: 3 clusters Score -7940612 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -7940694.000000 Penalty: 5289.883301
	Iteration 17Q: 3 clusters Score -7940694 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -7940766.500000 Penalty: 5289.883301
	Iteration 18Q: 3 clusters Score -7940766 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -7940835.000000 Penalty: 5289.883301
	Iteration 19Q: 3 clusters Score -7940835 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -7940927.000000 Penalty: 5289.883301
	Iteration 20F: 3 clusters Score -7940927 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -7940992.000000 Penalty: 5289.883301
	Iteration 21Q: 3 clusters Score -7940992 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -7941046.500000 Penalty: 5289.883301
	Iteration 22Q: 3 clusters Score -7941046 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -7941080.000000 Penalty: 5289.883301
	Iteration 23Q: 3 clusters Score -7941080 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -7941150.000000 Penalty: 5289.883301
	Iteration 24Q: 3 clusters Score -7941150 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -7941249.500000 Penalty: 5289.883301
	Iteration 25Q: 3 clusters Score -7941250 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -7941304.500000 Penalty: 5289.883301
	Iteration 26Q: 3 clusters Score -7941304 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -7941380.000000 Penalty: 5289.883301
	Iteration 27Q: 3 clusters Score -7941380 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -7941450.500000 Penalty: 5289.883301
	Iteration 28Q: 3 clusters Score -7941450 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -7941532.500000 Penalty: 5289.883301
	Iteration 29Q: 3 clusters Score -7941532 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -7941634.000000 Penalty: 5289.883301
	Iteration 30Q: 3 clusters Score -7941634 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -7941696.500000 Penalty: 5289.883301
	Iteration 31Q: 3 clusters Score -7941696 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -7941769.000000 Penalty: 5289.883301
	Iteration 32Q: 3 clusters Score -7941769 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -7941852.500000 Penalty: 5289.883301
	Iteration 33Q: 3 clusters Score -7941852 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -7941920.000000 Penalty: 5289.883301
	Iteration 34Q: 3 clusters Score -7941920 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -7941962.000000 Penalty: 5289.883301
	Iteration 35Q: 3 clusters Score -7941962 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -7942028.500000 Penalty: 5289.883301
	Iteration 36Q: 3 clusters Score -7942028 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -7942081.000000 Penalty: 5289.883301
	Iteration 37Q: 3 clusters Score -7942081 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -7942094.500000 Penalty: 5289.883301
	Iteration 38Q: 3 clusters Score -7942094 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -7942117.500000 Penalty: 5289.883301
	Iteration 39Q: 3 clusters Score -7942118 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -7942162.000000 Penalty: 5289.883301
	Iteration 40F: 3 clusters Score -7942162 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -7942169.000000 Penalty: 5289.883301
	Iteration 41Q: 3 clusters Score -7942169 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -7942179.000000 Penalty: 5289.883301
	Iteration 42Q: 3 clusters Score -7942179 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -7942194.000000 Penalty: 5289.883301
	Iteration 43Q: 3 clusters Score -7942194 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -7942212.000000 Penalty: 5289.883301
	Iteration 44Q: 3 clusters Score -7942212 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -7942223.500000 Penalty: 5289.883301
	Iteration 45Q: 3 clusters Score -7942224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -7942236.500000 Penalty: 5289.883301
	Iteration 46Q: 3 clusters Score -7942236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -7942243.500000 Penalty: 5289.883301
	Iteration 47Q: 3 clusters Score -7942244 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -7942239.500000 Penalty: 5289.883301
	Iteration 48Q: 3 clusters Score -7942240 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -7942240.000000 Penalty: 5289.883301
	Iteration 49Q: 3 clusters Score -7942240 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -7942243.500000 Penalty: 5289.883301
	Iteration 50Q: 3 clusters Score -7942244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -7942237.500000 Penalty: 5289.883301
	Iteration 51Q: 3 clusters Score -7942238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -7942228.500000 Penalty: 5289.883301
	Iteration 52Q: 3 clusters Score -7942228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -7942233.500000 Penalty: 5289.883301
	Iteration 53Q: 3 clusters Score -7942234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -7942219.500000 Penalty: 5289.883301
	Iteration 54Q: 3 clusters Score -7942220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -7942213.000000 Penalty: 5289.883301
	Iteration 55Q: 3 clusters Score -7942213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -7942212.000000 Penalty: 5289.883301
	Iteration 56Q: 3 clusters Score -7942212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -7942213.500000 Penalty: 5289.883301
	Iteration 57Q: 3 clusters Score -7942214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -7942200.500000 Penalty: 5289.883301
	Iteration 58Q: 3 clusters Score -7942200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -7942207.500000 Penalty: 5289.883301
	Iteration 59Q: 3 clusters Score -7942208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -7942201.500000 Penalty: 5289.883301
	Iteration 60F: 3 clusters Score -7942202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -7942208.500000 Penalty: 5289.883301
	Iteration 61Q: 3 clusters Score -7942208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -7942198.500000 Penalty: 5289.883301
	Iteration 62Q: 3 clusters Score -7942198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -7942198.500000 Penalty: 5289.883301
	Iteration 63Q: 3 clusters Score -7942198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -7942199.000000 Penalty: 5289.883301
	Iteration 64Q: 3 clusters Score -7942199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -7942189.500000 Penalty: 5289.883301
	Iteration 65Q: 3 clusters Score -7942190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -7942194.500000 Penalty: 5289.883301
	Iteration 66Q: 3 clusters Score -7942194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -7942196.500000 Penalty: 5289.883301
	Iteration 67Q: 3 clusters Score -7942196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -7942195.500000 Penalty: 5289.883301
	Iteration 68Q: 3 clusters Score -7942196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -7942192.500000 Penalty: 5289.883301
	Iteration 69Q: 3 clusters Score -7942192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -7942204.500000 Penalty: 5289.883301
	Iteration 70Q: 3 clusters Score -7942204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -7942195.000000 Penalty: 5289.883301
	Iteration 71Q: 3 clusters Score -7942195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -7942197.500000 Penalty: 5289.883301
	Iteration 72Q: 3 clusters Score -7942198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -7942193.500000 Penalty: 5289.883301
	Iteration 73Q: 3 clusters Score -7942194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -7942192.500000 Penalty: 5289.883301
	Iteration 74Q: 3 clusters Score -7942192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -7942192.000000 Penalty: 5289.883301
	Iteration 75Q: 3 clusters Score -7942192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -7942202.500000 Penalty: 5289.883301
	Iteration 76Q: 3 clusters Score -7942202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -7942198.500000 Penalty: 5289.883301
	Iteration 77Q: 3 clusters Score -7942198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -7942197.000000 Penalty: 5289.883301
	Iteration 78Q: 3 clusters Score -7942197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -7942197.000000 Penalty: 5289.883301
	Iteration 79F: 3 clusters Score -7942197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -51589.320312 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -51589.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -50423.070312 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -50423.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -50589.667969 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -50589.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -50676.195312 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -50676.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50698.644531 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -50698.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -50714.628906 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -50714.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50724.441406 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -50724.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50724.441406 Penalty: 2842.129395
	Iteration 6F: 3 clusters Score -50724.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Entering Unmasked Estep 
Score: -8427526.000000 Penalty: 2659.282959
	Iteration 0F: 2 clusters Score -8427526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -8398186.000000 Penalty: 5318.565918
	Iteration 0F: 3 clusters Score -8398186 nChanged 20863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -8409553.000000 Penalty: 5318.565918
	Iteration 1F: 3 clusters Score -8409553 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -8410151.000000 Penalty: 5318.565918
	Iteration 2Q: 3 clusters Score -8410151 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -8410851.000000 Penalty: 5318.565918
	Iteration 3Q: 3 clusters Score -8410851 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -8411789.000000 Penalty: 5318.565918
	Iteration 4Q: 3 clusters Score -8411789 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -8413020.000000 Penalty: 5318.565918
	Iteration 5F: 3 clusters Score -8413020 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -8414719.000000 Penalty: 5318.565918
	Iteration 6F: 3 clusters Score -8414719 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -8417096.000000 Penalty: 5318.565918
	Iteration 7F: 3 clusters Score -8417096 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -8419739.000000 Penalty: 5318.565918
	Iteration 8F: 3 clusters Score -8419739 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -8422156.000000 Penalty: 5318.565918
	Iteration 9F: 3 clusters Score -8422156 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -8423654.000000 Penalty: 5318.565918
	Iteration 10Q: 3 clusters Score -8423654 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -8424504.000000 Penalty: 5318.565918
	Iteration 11Q: 3 clusters Score -8424504 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -8424968.000000 Penalty: 5318.565918
	Iteration 12Q: 3 clusters Score -8424968 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -8425171.000000 Penalty: 5318.565918
	Iteration 13Q: 3 clusters Score -8425171 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -8425258.000000 Penalty: 5318.565918
	Iteration 14Q: 3 clusters Score -8425258 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -8425334.000000 Penalty: 5318.565918
	Iteration 15Q: 3 clusters Score -8425334 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -8425450.000000 Penalty: 5318.565918
	Iteration 16Q: 3 clusters Score -8425450 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -8425531.000000 Penalty: 5318.565918
	Iteration 17Q: 3 clusters Score -8425531 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -8425580.000000 Penalty: 5318.565918
	Iteration 18Q: 3 clusters Score -8425580 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -8425563.000000 Penalty: 5318.565918
	Iteration 19Q: 3 clusters Score -8425563 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -8425573.000000 Penalty: 5318.565918
	Iteration 20F: 3 clusters Score -8425573 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -8425575.000000 Penalty: 5318.565918
	Iteration 21Q: 3 clusters Score -8425575 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8425552.000000 Penalty: 5318.565918
	Iteration 22Q: 3 clusters Score -8425552 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -8425538.000000 Penalty: 5318.565918
	Iteration 23Q: 3 clusters Score -8425538 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -8425541.000000 Penalty: 5318.565918
	Iteration 24Q: 3 clusters Score -8425541 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -8425540.000000 Penalty: 5318.565918
	Iteration 25Q: 3 clusters Score -8425540 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -8425529.000000 Penalty: 5318.565918
	Iteration 26Q: 3 clusters Score -8425529 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -8425499.000000 Penalty: 5318.565918
	Iteration 27Q: 3 clusters Score -8425499 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -8425501.000000 Penalty: 5318.565918
	Iteration 28Q: 3 clusters Score -8425501 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -8425492.000000 Penalty: 5318.565918
	Iteration 29Q: 3 clusters Score -8425492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -8425485.000000 Penalty: 5318.565918
	Iteration 30Q: 3 clusters Score -8425485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -8425488.000000 Penalty: 5318.565918
	Iteration 31Q: 3 clusters Score -8425488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -8425492.000000 Penalty: 5318.565918
	Iteration 32Q: 3 clusters Score -8425492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -8425474.000000 Penalty: 5318.565918
	Iteration 33Q: 3 clusters Score -8425474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -8425467.000000 Penalty: 5318.565918
	Iteration 34Q: 3 clusters Score -8425467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -8425465.000000 Penalty: 5318.565918
	Iteration 35Q: 3 clusters Score -8425465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8425461.000000 Penalty: 5318.565918
	Iteration 36Q: 3 clusters Score -8425461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -8425467.000000 Penalty: 5318.565918
	Iteration 37Q: 3 clusters Score -8425467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -8425472.000000 Penalty: 5318.565918
	Iteration 38Q: 3 clusters Score -8425472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -8425458.000000 Penalty: 5318.565918
	Iteration 39Q: 3 clusters Score -8425458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -8425458.000000 Penalty: 5318.565918
	Iteration 40F: 3 clusters Score -8425458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -8425468.000000 Penalty: 5318.565918
	Iteration 41Q: 3 clusters Score -8425468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -8425460.000000 Penalty: 5318.565918
	Iteration 42Q: 3 clusters Score -8425460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -8425458.000000 Penalty: 5318.565918
	Iteration 43Q: 3 clusters Score -8425458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -8425462.000000 Penalty: 5318.565918
	Iteration 44Q: 3 clusters Score -8425462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -8425463.000000 Penalty: 5318.565918
	Iteration 45Q: 3 clusters Score -8425463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -8425470.000000 Penalty: 5318.565918
	Iteration 46Q: 3 clusters Score -8425470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -8425467.000000 Penalty: 5318.565918
	Iteration 47Q: 3 clusters Score -8425467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -8425469.000000 Penalty: 5318.565918
	Iteration 48Q: 3 clusters Score -8425469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -8425469.000000 Penalty: 5318.565918
	Iteration 49F: 3 clusters Score -8425469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Entering Unmasked Estep 
Score: -7614082.000000 Penalty: 2636.658691
	Iteration 0F: 2 clusters Score -7614082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -7586162.500000 Penalty: 5273.317383
	Iteration 0F: 3 clusters Score -7586162 nChanged 18880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -7596580.000000 Penalty: 5273.317383
	Iteration 1F: 3 clusters Score -7596580 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -7597116.500000 Penalty: 5273.317383
	Iteration 2Q: 3 clusters Score -7597116 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -7597531.000000 Penalty: 5273.317383
	Iteration 3Q: 3 clusters Score -7597531 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -7598015.500000 Penalty: 5273.317383
	Iteration 4Q: 3 clusters Score -7598016 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -7598587.000000 Penalty: 5273.317383
	Iteration 5Q: 3 clusters Score -7598587 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -7599397.000000 Penalty: 5273.317383
	Iteration 6Q: 3 clusters Score -7599397 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -7600559.500000 Penalty: 5273.317383
	Iteration 7F: 3 clusters Score -7600560 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -7602291.500000 Penalty: 5273.317383
	Iteration 8F: 3 clusters Score -7602292 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -7604623.500000 Penalty: 5273.317383
	Iteration 9F: 3 clusters Score -7604624 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -7607046.500000 Penalty: 5273.317383
	Iteration 10F: 3 clusters Score -7607046 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -7609083.000000 Penalty: 5273.317383
	Iteration 11F: 3 clusters Score -7609083 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -7610470.000000 Penalty: 5273.317383
	Iteration 12Q: 3 clusters Score -7610470 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -7611366.000000 Penalty: 5273.317383
	Iteration 13Q: 3 clusters Score -7611366 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -7611812.000000 Penalty: 5273.317383
	Iteration 14Q: 3 clusters Score -7611812 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -7611971.000000 Penalty: 5273.317383
	Iteration 15Q: 3 clusters Score -7611971 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -7612034.000000 Penalty: 5273.317383
	Iteration 16Q: 3 clusters Score -7612034 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -7612075.000000 Penalty: 5273.317383
	Iteration 17Q: 3 clusters Score -7612075 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -7612106.000000 Penalty: 5273.317383
	Iteration 18Q: 3 clusters Score -7612106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -7612123.500000 Penalty: 5273.317383
	Iteration 19Q: 3 clusters Score -7612124 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -7612132.000000 Penalty: 5273.317383
	Iteration 20F: 3 clusters Score -7612132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -7612157.500000 Penalty: 5273.317383
	Iteration 21Q: 3 clusters Score -7612158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -7612166.500000 Penalty: 5273.317383
	Iteration 22Q: 3 clusters Score -7612166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -7612166.000000 Penalty: 5273.317383
	Iteration 23Q: 3 clusters Score -7612166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -7612173.000000 Penalty: 5273.317383
	Iteration 24Q: 3 clusters Score -7612173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -7612185.500000 Penalty: 5273.317383
	Iteration 25Q: 3 clusters Score -7612186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -7612179.500000 Penalty: 5273.317383
	Iteration 26Q: 3 clusters Score -7612180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -7612180.000000 Penalty: 5273.317383
	Iteration 27Q: 3 clusters Score -7612180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -7612174.000000 Penalty: 5273.317383
	Iteration 28Q: 3 clusters Score -7612174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -7612180.000000 Penalty: 5273.317383
	Iteration 29Q: 3 clusters Score -7612180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -7612181.000000 Penalty: 5273.317383
	Iteration 30Q: 3 clusters Score -7612181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -7612183.000000 Penalty: 5273.317383
	Iteration 31Q: 3 clusters Score -7612183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -7612182.500000 Penalty: 5273.317383
	Iteration 32Q: 3 clusters Score -7612182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -7612182.500000 Penalty: 5273.317383
	Iteration 33Q: 3 clusters Score -7612182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -7612178.500000 Penalty: 5273.317383
	Iteration 34Q: 3 clusters Score -7612178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -7612192.000000 Penalty: 5273.317383
	Iteration 35Q: 3 clusters Score -7612192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -7612197.000000 Penalty: 5273.317383
	Iteration 36Q: 3 clusters Score -7612197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -7612195.500000 Penalty: 5273.317383
	Iteration 37Q: 3 clusters Score -7612196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -7612197.500000 Penalty: 5273.317383
	Iteration 38Q: 3 clusters Score -7612198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -7612197.500000 Penalty: 5273.317383
	Iteration 39F: 3 clusters Score -7612198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Entering Unmasked Estep 
Score: -8363430.000000 Penalty: 2658.302734
	Iteration 0F: 2 clusters Score -8363430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -8334458.000000 Penalty: 5316.605469
	Iteration 0F: 3 clusters Score -8334458 nChanged 20800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -8346062.500000 Penalty: 5316.605469
	Iteration 1F: 3 clusters Score -8346062 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -8346483.000000 Penalty: 5316.605469
	Iteration 2Q: 3 clusters Score -8346483 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -8346936.500000 Penalty: 5316.605469
	Iteration 3Q: 3 clusters Score -8346936 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -8347606.500000 Penalty: 5316.605469
	Iteration 4Q: 3 clusters Score -8347606 nChanged 1937
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15423 members 
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Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8362112.000000 Penalty: 5316.605469
	Iteration 96Q: 3 clusters Score -8362112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8362105.500000 Penalty: 5316.605469
	Iteration 97Q: 3 clusters Score -8362106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8362101.000000 Penalty: 5316.605469
	Iteration 98Q: 3 clusters Score -8362101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8362099.500000 Penalty: 5316.605469
	Iteration 99Q: 3 clusters Score -8362100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8362099.500000 Penalty: 5316.605469
	Iteration 100F: 3 clusters Score -8362100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -179942.125000 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -179942.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -178035.390625 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -178035.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -178305.796875 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -178305.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -178384.562500 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -178384.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -178406.562500 Penalty: 3437.525391
	Iteration 3Q: 3 clusters Score -178406.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -178436.156250 Penalty: 3437.525391
	Iteration 4Q: 3 clusters Score -178436.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -178461.312500 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -178461.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -178476.171875 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -178476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -178487.421875 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -178487.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -178501.843750 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -178501.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -178516.984375 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -178517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -178533.718750 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -178533.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -178543.343750 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -178543.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -178550.390625 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -178550.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -178555.343750 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -178555.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -178563.078125 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -178563.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -178566.343750 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -178566.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -178568.328125 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -178568.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -178570.468750 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -178570.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -178573.375000 Penalty: 3437.525391
	Iteration 18Q: 3 clusters Score -178573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -178574.265625 Penalty: 3437.525391
	Iteration 19Q: 3 clusters Score -178574.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -178576.578125 Penalty: 3437.525391
	Iteration 20F: 3 clusters Score -178576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -178577.890625 Penalty: 3437.525391
	Iteration 21Q: 3 clusters Score -178577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -178581.359375 Penalty: 3437.525391
	Iteration 22Q: 3 clusters Score -178581.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -178581.921875 Penalty: 3437.525391
	Iteration 23Q: 3 clusters Score -178581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -178582.250000 Penalty: 3437.525391
	Iteration 24Q: 3 clusters Score -178582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -178582.250000 Penalty: 3437.525391
	Iteration 25F: 3 clusters Score -178582.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Entering Unmasked Estep 
Score: -8385108.000000 Penalty: 2658.571533
	Iteration 0F: 2 clusters Score -8385108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -8355257.500000 Penalty: 5317.143066
	Iteration 0F: 3 clusters Score -8355258 nChanged 20749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -8366569.000000 Penalty: 5317.143066
	Iteration 1F: 3 clusters Score -8366569 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -8366967.000000 Penalty: 5317.143066
	Iteration 2Q: 3 clusters Score -8366967 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -8367334.500000 Penalty: 5317.143066
	Iteration 3Q: 3 clusters Score -8367334 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -8367647.000000 Penalty: 5317.143066
	Iteration 4Q: 3 clusters Score -8367647 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -8368014.500000 Penalty: 5317.143066
	Iteration 5Q: 3 clusters Score -8368014 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -8368418.000000 Penalty: 5317.143066
	Iteration 6Q: 3 clusters Score -8368418 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -8368821.000000 Penalty: 5317.143066
	Iteration 7Q: 3 clusters Score -8368821 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -8369444.500000 Penalty: 5317.143066
	Iteration 8Q: 3 clusters Score -8369444 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -8370467.000000 Penalty: 5317.143066
	Iteration 9Q: 3 clusters Score -8370467 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -8371846.000000 Penalty: 5317.143066
	Iteration 10F: 3 clusters Score -8371846 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -8373747.500000 Penalty: 5317.143066
	Iteration 11F: 3 clusters Score -8373748 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -8376154.000000 Penalty: 5317.143066
	Iteration 12F: 3 clusters Score -8376154 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -8378488.500000 Penalty: 5317.143066
	Iteration 13F: 3 clusters Score -8378488 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -8380304.500000 Penalty: 5317.143066
	Iteration 14Q: 3 clusters Score -8380304 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -8381647.000000 Penalty: 5317.143066
	Iteration 15Q: 3 clusters Score -8381647 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -8382302.000000 Penalty: 5317.143066
	Iteration 16Q: 3 clusters Score -8382302 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -8382575.500000 Penalty: 5317.143066
	Iteration 17Q: 3 clusters Score -8382576 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -8382669.000000 Penalty: 5317.143066
	Iteration 18Q: 3 clusters Score -8382669 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -8382725.000000 Penalty: 5317.143066
	Iteration 19Q: 3 clusters Score -8382725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -8382778.000000 Penalty: 5317.143066
	Iteration 20F: 3 clusters Score -8382778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -8382803.000000 Penalty: 5317.143066
	Iteration 21Q: 3 clusters Score -8382803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -8382823.500000 Penalty: 5317.143066
	Iteration 22Q: 3 clusters Score -8382824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -8382823.500000 Penalty: 5317.143066
	Iteration 23Q: 3 clusters Score -8382824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -8382834.000000 Penalty: 5317.143066
	Iteration 24Q: 3 clusters Score -8382834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -8382846.000000 Penalty: 5317.143066
	Iteration 25Q: 3 clusters Score -8382846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8382856.500000 Penalty: 5317.143066
	Iteration 26Q: 3 clusters Score -8382856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -8382872.500000 Penalty: 5317.143066
	Iteration 27Q: 3 clusters Score -8382872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -8382876.000000 Penalty: 5317.143066
	Iteration 28Q: 3 clusters Score -8382876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -8382877.000000 Penalty: 5317.143066
	Iteration 29Q: 3 clusters Score -8382877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -8382884.500000 Penalty: 5317.143066
	Iteration 30Q: 3 clusters Score -8382884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8382896.500000 Penalty: 5317.143066
	Iteration 31Q: 3 clusters Score -8382896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -8382908.500000 Penalty: 5317.143066
	Iteration 32Q: 3 clusters Score -8382908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -8382905.500000 Penalty: 5317.143066
	Iteration 33Q: 3 clusters Score -8382906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8382907.000000 Penalty: 5317.143066
	Iteration 34Q: 3 clusters Score -8382907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -8382914.000000 Penalty: 5317.143066
	Iteration 35Q: 3 clusters Score -8382914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -8382914.000000 Penalty: 5317.143066
	Iteration 36F: 3 clusters Score -8382914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -19757.708984 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -19757.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18657.845703 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -18657.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18753.250000 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -18753.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18830.960938 Penalty: 2722.513184
	Iteration 2F: 3 clusters Score -18830.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18885.382812 Penalty: 2722.513184
	Iteration 3F: 3 clusters Score -18885.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18948.564453 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -18948.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18959.369141 Penalty: 2722.513184
	Iteration 5Q: 3 clusters Score -18959.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18978.302734 Penalty: 2722.513184
	Iteration 6Q: 3 clusters Score -18978.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18996.001953 Penalty: 2722.513184
	Iteration 7Q: 3 clusters Score -18996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18998.330078 Penalty: 2722.513184
	Iteration 8Q: 3 clusters Score -18998.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19005.679688 Penalty: 2722.513184
	Iteration 9Q: 3 clusters Score -19005.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -19005.679688 Penalty: 2722.513184
	Iteration 10F: 3 clusters Score -19005.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (41852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Entering Unmasked Estep 
Score: -7787186.000000 Penalty: 2639.189941
	Iteration 0F: 2 clusters Score -7787186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -7760032.500000 Penalty: 5278.379883
	Iteration 0F: 3 clusters Score -7760032 nChanged 19088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -7770592.500000 Penalty: 5278.379883
	Iteration 1F: 3 clusters Score -7770592 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -7771153.000000 Penalty: 5278.379883
	Iteration 2Q: 3 clusters Score -7771153 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -7771768.500000 Penalty: 5278.379883
	Iteration 3Q: 3 clusters Score -7771768 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -7772553.500000 Penalty: 5278.379883
	Iteration 4Q: 3 clusters Score -7772554 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -7773690.000000 Penalty: 5278.379883
	Iteration 5F: 3 clusters Score -7773690 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -7775393.000000 Penalty: 5278.379883
	Iteration 6F: 3 clusters Score -7775393 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -7777723.500000 Penalty: 5278.379883
	Iteration 7F: 3 clusters Score -7777724 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -7780317.000000 Penalty: 5278.379883
	Iteration 8F: 3 clusters Score -7780317 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -7782293.000000 Penalty: 5278.379883
	Iteration 9F: 3 clusters Score -7782293 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -7783495.500000 Penalty: 5278.379883
	Iteration 10Q: 3 clusters Score -7783496 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -7784119.500000 Penalty: 5278.379883
	Iteration 11Q: 3 clusters Score -7784120 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -7784456.000000 Penalty: 5278.379883
	Iteration 12Q: 3 clusters Score -7784456 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -7784652.000000 Penalty: 5278.379883
	Iteration 13Q: 3 clusters Score -7784652 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -7784758.500000 Penalty: 5278.379883
	Iteration 14Q: 3 clusters Score -7784758 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -7784855.500000 Penalty: 5278.379883
	Iteration 15Q: 3 clusters Score -7784856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -7784897.500000 Penalty: 5278.379883
	Iteration 16Q: 3 clusters Score -7784898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -7784919.500000 Penalty: 5278.379883
	Iteration 17Q: 3 clusters Score -7784920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -7784946.000000 Penalty: 5278.379883
	Iteration 18Q: 3 clusters Score -7784946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -7784954.000000 Penalty: 5278.379883
	Iteration 19Q: 3 clusters Score -7784954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -7784958.500000 Penalty: 5278.379883
	Iteration 20F: 3 clusters Score -7784958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -7784965.000000 Penalty: 5278.379883
	Iteration 21Q: 3 clusters Score -7784965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -7784970.500000 Penalty: 5278.379883
	Iteration 22Q: 3 clusters Score -7784970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -7784977.000000 Penalty: 5278.379883
	Iteration 23Q: 3 clusters Score -7784977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -7784977.500000 Penalty: 5278.379883
	Iteration 24Q: 3 clusters Score -7784978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -7784977.500000 Penalty: 5278.379883
	Iteration 25F: 3 clusters Score -7784978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -73560.960938 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -73560.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72080.718750 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -72080.72 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72388.781250 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -72388.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -72513.539062 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -72513.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -72624.851562 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -72624.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72681.031250 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -72681.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72707.023438 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -72707.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72755.523438 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -72755.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72796.343750 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -72796.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72817.992188 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -72817.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72835.117188 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -72835.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72865.085938 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -72865.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72902.414062 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -72902.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72931.609375 Penalty: 3146.564697
	Iteration 12Q: 3 clusters Score -72931.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -72956.171875 Penalty: 3146.564697
	Iteration 13Q: 3 clusters Score -72956.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -72990.210938 Penalty: 3146.564697
	Iteration 14Q: 3 clusters Score -72990.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73024.203125 Penalty: 3146.564697
	Iteration 15Q: 3 clusters Score -73024.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -73055.296875 Penalty: 3146.564697
	Iteration 16Q: 3 clusters Score -73055.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -73077.796875 Penalty: 3146.564697
	Iteration 17Q: 3 clusters Score -73077.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -73094.484375 Penalty: 3146.564697
	Iteration 18Q: 3 clusters Score -73094.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73103.960938 Penalty: 3146.564697
	Iteration 19Q: 3 clusters Score -73103.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73123.640625 Penalty: 3146.564697
	Iteration 20F: 3 clusters Score -73123.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73140.703125 Penalty: 3146.564697
	Iteration 21Q: 3 clusters Score -73140.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73156.125000 Penalty: 3146.564697
	Iteration 22Q: 3 clusters Score -73156.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -73167.453125 Penalty: 3146.564697
	Iteration 23Q: 3 clusters Score -73167.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73171.000000 Penalty: 3146.564697
	Iteration 24Q: 3 clusters Score -73171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -73171.000000 Penalty: 3146.564697
	Iteration 25F: 3 clusters Score -73171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Entering Unmasked Estep 
Score: -8089745.500000 Penalty: 2648.277344
	Iteration 0F: 2 clusters Score -8089746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -8061854.000000 Penalty: 5296.554688
	Iteration 0F: 3 clusters Score -8061854 nChanged 19782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -8072827.000000 Penalty: 5296.554688
	Iteration 1F: 3 clusters Score -8072827 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -8073425.500000 Penalty: 5296.554688
	Iteration 2Q: 3 clusters Score -8073426 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -8074119.500000 Penalty: 5296.554688
	Iteration 3Q: 3 clusters Score -8074120 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -8075032.000000 Penalty: 5296.554688
	Iteration 4Q: 3 clusters Score -8075032 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -8076419.000000 Penalty: 5296.554688
	Iteration 5F: 3 clusters Score -8076419 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -8078454.500000 Penalty: 5296.554688
	Iteration 6F: 3 clusters Score -8078454 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -8081098.500000 Penalty: 5296.554688
	Iteration 7F: 3 clusters Score -8081098 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -8083646.500000 Penalty: 5296.554688
	Iteration 8F: 3 clusters Score -8083646 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -8085271.000000 Penalty: 5296.554688
	Iteration 9F: 3 clusters Score -8085271 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -8086283.500000 Penalty: 5296.554688
	Iteration 10Q: 3 clusters Score -8086284 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -8086868.500000 Penalty: 5296.554688
	Iteration 11Q: 3 clusters Score -8086868 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -8087249.000000 Penalty: 5296.554688
	Iteration 12Q: 3 clusters Score -8087249 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -8087408.000000 Penalty: 5296.554688
	Iteration 13Q: 3 clusters Score -8087408 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -8087520.000000 Penalty: 5296.554688
	Iteration 14Q: 3 clusters Score -8087520 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -8087599.000000 Penalty: 5296.554688
	Iteration 15Q: 3 clusters Score -8087599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -8087617.000000 Penalty: 5296.554688
	Iteration 16Q: 3 clusters Score -8087617 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -8087646.000000 Penalty: 5296.554688
	Iteration 17Q: 3 clusters Score -8087646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -8087666.500000 Penalty: 5296.554688
	Iteration 18Q: 3 clusters Score -8087666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -8087673.500000 Penalty: 5296.554688
	Iteration 19Q: 3 clusters Score -8087674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -8087681.000000 Penalty: 5296.554688
	Iteration 20F: 3 clusters Score -8087681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -8087696.500000 Penalty: 5296.554688
	Iteration 21Q: 3 clusters Score -8087696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -8087695.500000 Penalty: 5296.554688
	Iteration 22Q: 3 clusters Score -8087696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -8087692.500000 Penalty: 5296.554688
	Iteration 23Q: 3 clusters Score -8087692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -8087693.000000 Penalty: 5296.554688
	Iteration 24Q: 3 clusters Score -8087693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8087699.500000 Penalty: 5296.554688
	Iteration 25Q: 3 clusters Score -8087700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8087701.500000 Penalty: 5296.554688
	Iteration 26Q: 3 clusters Score -8087702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8087701.500000 Penalty: 5296.554688
	Iteration 27F: 3 clusters Score -8087702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Entering Unmasked Estep 
Score: -7652085.500000 Penalty: 2638.317383
	Iteration 0F: 2 clusters Score -7652086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -7624072.500000 Penalty: 5276.634766
	Iteration 0F: 3 clusters Score -7624072 nChanged 18917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -7634590.000000 Penalty: 5276.634766
	Iteration 1F: 3 clusters Score -7634590 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -7635299.500000 Penalty: 5276.634766
	Iteration 2Q: 3 clusters Score -7635300 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -7636334.000000 Penalty: 5276.634766
	Iteration 3Q: 3 clusters Score -7636334 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -7637712.500000 Penalty: 5276.634766
	Iteration 4F: 3 clusters Score -7637712 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -7639505.000000 Penalty: 5276.634766
	Iteration 5F: 3 clusters Score -7639505 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -7641598.000000 Penalty: 5276.634766
	Iteration 6F: 3 clusters Score -7641598 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -7643691.500000 Penalty: 5276.634766
	Iteration 7F: 3 clusters Score -7643692 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -7645424.000000 Penalty: 5276.634766
	Iteration 8F: 3 clusters Score -7645424 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -7646749.000000 Penalty: 5276.634766
	Iteration 9Q: 3 clusters Score -7646749 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -7647794.000000 Penalty: 5276.634766
	Iteration 10Q: 3 clusters Score -7647794 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -7648521.500000 Penalty: 5276.634766
	Iteration 11Q: 3 clusters Score -7648522 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -7648976.000000 Penalty: 5276.634766
	Iteration 12Q: 3 clusters Score -7648976 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -7649283.500000 Penalty: 5276.634766
	Iteration 13Q: 3 clusters Score -7649284 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -7649469.500000 Penalty: 5276.634766
	Iteration 14Q: 3 clusters Score -7649470 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -7649567.000000 Penalty: 5276.634766
	Iteration 15Q: 3 clusters Score -7649567 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -7649628.500000 Penalty: 5276.634766
	Iteration 16Q: 3 clusters Score -7649628 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -7649697.000000 Penalty: 5276.634766
	Iteration 17Q: 3 clusters Score -7649697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -7649720.000000 Penalty: 5276.634766
	Iteration 18Q: 3 clusters Score -7649720 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -7649758.000000 Penalty: 5276.634766
	Iteration 19Q: 3 clusters Score -7649758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -7649777.500000 Penalty: 5276.634766
	Iteration 20F: 3 clusters Score -7649778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -7649782.500000 Penalty: 5276.634766
	Iteration 21Q: 3 clusters Score -7649782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -7649801.500000 Penalty: 5276.634766
	Iteration 22Q: 3 clusters Score -7649802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -7649827.000000 Penalty: 5276.634766
	Iteration 23Q: 3 clusters Score -7649827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -7649838.500000 Penalty: 5276.634766
	Iteration 24Q: 3 clusters Score -7649838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -7649849.500000 Penalty: 5276.634766
	Iteration 25Q: 3 clusters Score -7649850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -7649850.500000 Penalty: 5276.634766
	Iteration 26Q: 3 clusters Score -7649850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -7649863.000000 Penalty: 5276.634766
	Iteration 27Q: 3 clusters Score -7649863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -7649856.500000 Penalty: 5276.634766
	Iteration 28Q: 3 clusters Score -7649856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -7649862.500000 Penalty: 5276.634766
	Iteration 29Q: 3 clusters Score -7649862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -7649868.500000 Penalty: 5276.634766
	Iteration 30Q: 3 clusters Score -7649868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -7649874.000000 Penalty: 5276.634766
	Iteration 31Q: 3 clusters Score -7649874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -7649876.000000 Penalty: 5276.634766
	Iteration 32Q: 3 clusters Score -7649876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -7649878.000000 Penalty: 5276.634766
	Iteration 33Q: 3 clusters Score -7649878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -7649881.000000 Penalty: 5276.634766
	Iteration 34Q: 3 clusters Score -7649881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -7649881.000000 Penalty: 5276.634766
	Iteration 35F: 3 clusters Score -7649881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Entering Unmasked Estep 
Score: -7179187.500000 Penalty: 2622.929932
	Iteration 0F: 2 clusters Score -7179188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -7152783.000000 Penalty: 5245.859863
	Iteration 0F: 3 clusters Score -7152783 nChanged 17936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -7162614.500000 Penalty: 5245.859863
	Iteration 1F: 3 clusters Score -7162614 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -7163241.000000 Penalty: 5245.859863
	Iteration 2Q: 3 clusters Score -7163241 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -7163992.500000 Penalty: 5245.859863
	Iteration 3Q: 3 clusters Score -7163992 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -7165040.000000 Penalty: 5245.859863
	Iteration 4F: 3 clusters Score -7165040 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -7166557.000000 Penalty: 5245.859863
	Iteration 5F: 3 clusters Score -7166557 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -7168759.500000 Penalty: 5245.859863
	Iteration 6F: 3 clusters Score -7168760 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -7171258.500000 Penalty: 5245.859863
	Iteration 7F: 3 clusters Score -7171258 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -7173509.500000 Penalty: 5245.859863
	Iteration 8F: 3 clusters Score -7173510 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -7175452.500000 Penalty: 5245.859863
	Iteration 9Q: 3 clusters Score -7175452 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -7176790.500000 Penalty: 5245.859863
	Iteration 10Q: 3 clusters Score -7176790 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -7177416.000000 Penalty: 5245.859863
	Iteration 11Q: 3 clusters Score -7177416 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -7177618.500000 Penalty: 5245.859863
	Iteration 12Q: 3 clusters Score -7177618 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -7177685.500000 Penalty: 5245.859863
	Iteration 13Q: 3 clusters Score -7177686 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -7177695.500000 Penalty: 5245.859863
	Iteration 14Q: 3 clusters Score -7177696 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -7177698.500000 Penalty: 5245.859863
	Iteration 15Q: 3 clusters Score -7177698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -7177715.000000 Penalty: 5245.859863
	Iteration 16Q: 3 clusters Score -7177715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -7177728.500000 Penalty: 5245.859863
	Iteration 17Q: 3 clusters Score -7177728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -7177723.000000 Penalty: 5245.859863
	Iteration 18Q: 3 clusters Score -7177723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -7177721.000000 Penalty: 5245.859863
	Iteration 19Q: 3 clusters Score -7177721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -7177716.500000 Penalty: 5245.859863
	Iteration 20F: 3 clusters Score -7177716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -7177709.000000 Penalty: 5245.859863
	Iteration 21Q: 3 clusters Score -7177709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -7177722.000000 Penalty: 5245.859863
	Iteration 22Q: 3 clusters Score -7177722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -7177718.000000 Penalty: 5245.859863
	Iteration 23Q: 3 clusters Score -7177718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -7177719.500000 Penalty: 5245.859863
	Iteration 24Q: 3 clusters Score -7177720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -7177727.500000 Penalty: 5245.859863
	Iteration 25Q: 3 clusters Score -7177728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7177724.000000 Penalty: 5245.859863
	Iteration 26Q: 3 clusters Score -7177724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -7177728.000000 Penalty: 5245.859863
	Iteration 27Q: 3 clusters Score -7177728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -7177729.500000 Penalty: 5245.859863
	Iteration 28Q: 3 clusters Score -7177730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -7177726.000000 Penalty: 5245.859863
	Iteration 29Q: 3 clusters Score -7177726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -7177728.500000 Penalty: 5245.859863
	Iteration 30Q: 3 clusters Score -7177728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -7177727.500000 Penalty: 5245.859863
	Iteration 31Q: 3 clusters Score -7177728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -7177726.000000 Penalty: 5245.859863
	Iteration 32Q: 3 clusters Score -7177726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -7177726.000000 Penalty: 5245.859863
	Iteration 33F: 3 clusters Score -7177726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Entering Unmasked Estep 
Score: -8122459.000000 Penalty: 2650.625244
	Iteration 0F: 2 clusters Score -8122459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -8093885.000000 Penalty: 5301.250488
	Iteration 0F: 3 clusters Score -8093885 nChanged 20133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -8105123.500000 Penalty: 5301.250488
	Iteration 1F: 3 clusters Score -8105124 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -8105584.500000 Penalty: 5301.250488
	Iteration 2Q: 3 clusters Score -8105584 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -8106006.500000 Penalty: 5301.250488
	Iteration 3Q: 3 clusters Score -8106006 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -8106378.500000 Penalty: 5301.250488
	Iteration 4Q: 3 clusters Score -8106378 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -8106759.500000 Penalty: 5301.250488
	Iteration 5Q: 3 clusters Score -8106760 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -8107212.500000 Penalty: 5301.250488
	Iteration 6Q: 3 clusters Score -8107212 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -8107765.500000 Penalty: 5301.250488
	Iteration 7Q: 3 clusters Score -8107766 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -8108641.000000 Penalty: 5301.250488
	Iteration 8Q: 3 clusters Score -8108641 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -8109958.000000 Penalty: 5301.250488
	Iteration 9F: 3 clusters Score -8109958 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -8111640.500000 Penalty: 5301.250488
	Iteration 10F: 3 clusters Score -8111640 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -8113719.000000 Penalty: 5301.250488
	Iteration 11F: 3 clusters Score -8113719 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -8115747.000000 Penalty: 5301.250488
	Iteration 12F: 3 clusters Score -8115747 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -8117202.000000 Penalty: 5301.250488
	Iteration 13Q: 3 clusters Score -8117202 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -8117989.500000 Penalty: 5301.250488
	Iteration 14Q: 3 clusters Score -8117990 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -8118508.000000 Penalty: 5301.250488
	Iteration 15Q: 3 clusters Score -8118508 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -8118912.500000 Penalty: 5301.250488
	Iteration 16Q: 3 clusters Score -8118912 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -8119210.500000 Penalty: 5301.250488
	Iteration 17Q: 3 clusters Score -8119210 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -8119481.000000 Penalty: 5301.250488
	Iteration 18Q: 3 clusters Score -8119481 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -8119683.500000 Penalty: 5301.250488
	Iteration 19Q: 3 clusters Score -8119684 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -8119806.500000 Penalty: 5301.250488
	Iteration 20F: 3 clusters Score -8119806 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -8119920.000000 Penalty: 5301.250488
	Iteration 21Q: 3 clusters Score -8119920 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -8120010.000000 Penalty: 5301.250488
	Iteration 22Q: 3 clusters Score -8120010 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -8120073.500000 Penalty: 5301.250488
	Iteration 23Q: 3 clusters Score -8120074 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -8120108.000000 Penalty: 5301.250488
	Iteration 24Q: 3 clusters Score -8120108 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -8120154.500000 Penalty: 5301.250488
	Iteration 25Q: 3 clusters Score -8120154 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -8120217.500000 Penalty: 5301.250488
	Iteration 26Q: 3 clusters Score -8120218 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -8120235.000000 Penalty: 5301.250488
	Iteration 27Q: 3 clusters Score -8120235 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -8120251.500000 Penalty: 5301.250488
	Iteration 28Q: 3 clusters Score -8120252 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -8120305.000000 Penalty: 5301.250488
	Iteration 29Q: 3 clusters Score -8120305 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -8120300.000000 Penalty: 5301.250488
	Iteration 30Q: 3 clusters Score -8120300 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -8120320.500000 Penalty: 5301.250488
	Iteration 31Q: 3 clusters Score -8120320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -8120355.000000 Penalty: 5301.250488
	Iteration 32Q: 3 clusters Score -8120355 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -8120345.000000 Penalty: 5301.250488
	Iteration 33Q: 3 clusters Score -8120345 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -8120370.000000 Penalty: 5301.250488
	Iteration 34Q: 3 clusters Score -8120370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -8120373.000000 Penalty: 5301.250488
	Iteration 35Q: 3 clusters Score -8120373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -8120388.500000 Penalty: 5301.250488
	Iteration 36Q: 3 clusters Score -8120388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -8120389.500000 Penalty: 5301.250488
	Iteration 37Q: 3 clusters Score -8120390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -8120389.000000 Penalty: 5301.250488
	Iteration 38Q: 3 clusters Score -8120389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -8120371.500000 Penalty: 5301.250488
	Iteration 39Q: 3 clusters Score -8120372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -8120387.500000 Penalty: 5301.250488
	Iteration 40F: 3 clusters Score -8120388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -8120400.500000 Penalty: 5301.250488
	Iteration 41Q: 3 clusters Score -8120400 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -8120401.500000 Penalty: 5301.250488
	Iteration 42Q: 3 clusters Score -8120402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -8120418.000000 Penalty: 5301.250488
	Iteration 43Q: 3 clusters Score -8120418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -8120402.500000 Penalty: 5301.250488
	Iteration 44Q: 3 clusters Score -8120402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -8120418.000000 Penalty: 5301.250488
	Iteration 45Q: 3 clusters Score -8120418 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -8120445.500000 Penalty: 5301.250488
	Iteration 46Q: 3 clusters Score -8120446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -8120436.500000 Penalty: 5301.250488
	Iteration 47Q: 3 clusters Score -8120436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -8120437.500000 Penalty: 5301.250488
	Iteration 48Q: 3 clusters Score -8120438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -8120435.500000 Penalty: 5301.250488
	Iteration 49Q: 3 clusters Score -8120436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -8120447.000000 Penalty: 5301.250488
	Iteration 50Q: 3 clusters Score -8120447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -8120447.000000 Penalty: 5301.250488
	Iteration 51Q: 3 clusters Score -8120447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -8120455.000000 Penalty: 5301.250488
	Iteration 52Q: 3 clusters Score -8120455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -8120467.500000 Penalty: 5301.250488
	Iteration 53Q: 3 clusters Score -8120468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -8120475.000000 Penalty: 5301.250488
	Iteration 54Q: 3 clusters Score -8120475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -8120475.000000 Penalty: 5301.250488
	Iteration 55Q: 3 clusters Score -8120475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -8120475.000000 Penalty: 5301.250488
	Iteration 56Q: 3 clusters Score -8120475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -8120477.000000 Penalty: 5301.250488
	Iteration 57Q: 3 clusters Score -8120477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -8120479.000000 Penalty: 5301.250488
	Iteration 58Q: 3 clusters Score -8120479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -8120474.000000 Penalty: 5301.250488
	Iteration 59Q: 3 clusters Score -8120474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -8120472.000000 Penalty: 5301.250488
	Iteration 60F: 3 clusters Score -8120472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -8120481.000000 Penalty: 5301.250488
	Iteration 61Q: 3 clusters Score -8120481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -8120485.500000 Penalty: 5301.250488
	Iteration 62Q: 3 clusters Score -8120486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -8120477.000000 Penalty: 5301.250488
	Iteration 63Q: 3 clusters Score -8120477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -8120472.500000 Penalty: 5301.250488
	Iteration 64Q: 3 clusters Score -8120472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -8120477.500000 Penalty: 5301.250488
	Iteration 65Q: 3 clusters Score -8120478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -8120467.000000 Penalty: 5301.250488
	Iteration 66Q: 3 clusters Score -8120467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -8120455.500000 Penalty: 5301.250488
	Iteration 67Q: 3 clusters Score -8120456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -8120466.000000 Penalty: 5301.250488
	Iteration 68Q: 3 clusters Score -8120466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -8120465.500000 Penalty: 5301.250488
	Iteration 69Q: 3 clusters Score -8120466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -8120469.000000 Penalty: 5301.250488
	Iteration 70Q: 3 clusters Score -8120469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -8120461.500000 Penalty: 5301.250488
	Iteration 71Q: 3 clusters Score -8120462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -8120464.000000 Penalty: 5301.250488
	Iteration 72Q: 3 clusters Score -8120464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -8120464.500000 Penalty: 5301.250488
	Iteration 73Q: 3 clusters Score -8120464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -8120473.000000 Penalty: 5301.250488
	Iteration 74Q: 3 clusters Score -8120473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -8120473.000000 Penalty: 5301.250488
	Iteration 75F: 3 clusters Score -8120473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Entering Unmasked Estep 
Score: -5990139.000000 Penalty: 2583.282227
	Iteration 0F: 2 clusters Score -5990139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -5967434.000000 Penalty: 5166.564453
	Iteration 0F: 3 clusters Score -5967434 nChanged 15063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -5975905.500000 Penalty: 5166.564453
	Iteration 1F: 3 clusters Score -5975906 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -5976757.000000 Penalty: 5166.564453
	Iteration 2F: 3 clusters Score -5976757 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -5977903.000000 Penalty: 5166.564453
	Iteration 3F: 3 clusters Score -5977903 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -5979412.000000 Penalty: 5166.564453
	Iteration 4F: 3 clusters Score -5979412 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -5981241.500000 Penalty: 5166.564453
	Iteration 5F: 3 clusters Score -5981242 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -5983066.000000 Penalty: 5166.564453
	Iteration 6F: 3 clusters Score -5983066 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -5984594.000000 Penalty: 5166.564453
	Iteration 7F: 3 clusters Score -5984594 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -5985842.000000 Penalty: 5166.564453
	Iteration 8Q: 3 clusters Score -5985842 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5986822.500000 Penalty: 5166.564453
	Iteration 9Q: 3 clusters Score -5986822 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5987655.500000 Penalty: 5166.564453
	Iteration 10Q: 3 clusters Score -5987656 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5988255.000000 Penalty: 5166.564453
	Iteration 11Q: 3 clusters Score -5988255 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5988449.000000 Penalty: 5166.564453
	Iteration 12Q: 3 clusters Score -5988449 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5988526.000000 Penalty: 5166.564453
	Iteration 13Q: 3 clusters Score -5988526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5988548.500000 Penalty: 5166.564453
	Iteration 14Q: 3 clusters Score -5988548 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5988564.500000 Penalty: 5166.564453
	Iteration 15Q: 3 clusters Score -5988564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5988561.000000 Penalty: 5166.564453
	Iteration 16Q: 3 clusters Score -5988561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5988564.500000 Penalty: 5166.564453
	Iteration 17Q: 3 clusters Score -5988564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5988568.000000 Penalty: 5166.564453
	Iteration 18Q: 3 clusters Score -5988568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5988577.000000 Penalty: 5166.564453
	Iteration 19Q: 3 clusters Score -5988577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5988575.500000 Penalty: 5166.564453
	Iteration 20F: 3 clusters Score -5988576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5988579.500000 Penalty: 5166.564453
	Iteration 21Q: 3 clusters Score -5988580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5988575.000000 Penalty: 5166.564453
	Iteration 22Q: 3 clusters Score -5988575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5988573.000000 Penalty: 5166.564453
	Iteration 23Q: 3 clusters Score -5988573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5988582.500000 Penalty: 5166.564453
	Iteration 24Q: 3 clusters Score -5988582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -5988578.500000 Penalty: 5166.564453
	Iteration 25Q: 3 clusters Score -5988578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5988579.500000 Penalty: 5166.564453
	Iteration 26Q: 3 clusters Score -5988580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5988576.000000 Penalty: 5166.564453
	Iteration 27Q: 3 clusters Score -5988576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -5988579.500000 Penalty: 5166.564453
	Iteration 28Q: 3 clusters Score -5988580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -5988584.500000 Penalty: 5166.564453
	Iteration 29Q: 3 clusters Score -5988584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5988586.500000 Penalty: 5166.564453
	Iteration 30Q: 3 clusters Score -5988586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -5988580.000000 Penalty: 5166.564453
	Iteration 31Q: 3 clusters Score -5988580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5988579.000000 Penalty: 5166.564453
	Iteration 32Q: 3 clusters Score -5988579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5988579.000000 Penalty: 5166.564453
	Iteration 33F: 3 clusters Score -5988579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Entering Unmasked Estep 
Score: -8235781.500000 Penalty: 2657.346191
	Iteration 0F: 2 clusters Score -8235782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -8205821.000000 Penalty: 5314.692383
	Iteration 0F: 3 clusters Score -8205821 nChanged 20847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -8217279.000000 Penalty: 5314.692383
	Iteration 1F: 3 clusters Score -8217279 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -8217753.500000 Penalty: 5314.692383
	Iteration 2Q: 3 clusters Score -8217754 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -8218148.000000 Penalty: 5314.692383
	Iteration 3Q: 3 clusters Score -8218148 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -8218496.000000 Penalty: 5314.692383
	Iteration 4Q: 3 clusters Score -8218496 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -8218773.000000 Penalty: 5314.692383
	Iteration 5Q: 3 clusters Score -8218773 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -8219101.000000 Penalty: 5314.692383
	Iteration 6Q: 3 clusters Score -8219101 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -8219475.500000 Penalty: 5314.692383
	Iteration 7Q: 3 clusters Score -8219476 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -8219942.500000 Penalty: 5314.692383
	Iteration 8Q: 3 clusters Score -8219942 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -8220592.000000 Penalty: 5314.692383
	Iteration 9Q: 3 clusters Score -8220592 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -8221511.000000 Penalty: 5314.692383
	Iteration 10Q: 3 clusters Score -8221511 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -8223017.000000 Penalty: 5314.692383
	Iteration 11Q: 3 clusters Score -8223017 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -8225049.500000 Penalty: 5314.692383
	Iteration 12F: 3 clusters Score -8225050 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -8227512.000000 Penalty: 5314.692383
	Iteration 13F: 3 clusters Score -8227512 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -8229381.000000 Penalty: 5314.692383
	Iteration 14F: 3 clusters Score -8229381 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -8230326.500000 Penalty: 5314.692383
	Iteration 15Q: 3 clusters Score -8230326 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -8230829.000000 Penalty: 5314.692383
	Iteration 16Q: 3 clusters Score -8230829 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -8231247.000000 Penalty: 5314.692383
	Iteration 17Q: 3 clusters Score -8231247 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -8231675.500000 Penalty: 5314.692383
	Iteration 18Q: 3 clusters Score -8231676 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -8232090.000000 Penalty: 5314.692383
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Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 31337 members 
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Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 33074 members 
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Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 33572 members 
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Mstep: Class 1 contains 11020 members 
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Mstep: Class 1 contains 10629 members 
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Mstep: Class 2 contains 34778 members 
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Mstep: Class 2 contains 35128 members 
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Mstep: Class 2 contains 36029 members 
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Mstep: Class 2 contains 36746 members 
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Mstep: Class 1 contains 7900 members 
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Mstep: Class 1 contains 7740 members 
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Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 37437 members 
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Mstep: Class 1 contains 7312 members 
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Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 37836 members 
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Mstep: Class 1 contains 7079 members 
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Mstep: Class 1 contains 6969 members 
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Mstep: Class 1 contains 6790 members 
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Mstep: Class 1 contains 5990 members 
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	Iteration 86Q: 3 clusters Score -8234440 nChanged 12
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	Iteration 93Q: 3 clusters Score -8234428 nChanged 25
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	Iteration 108Q: 3 clusters Score -8234460 nChanged 10
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	Iteration 109Q: 3 clusters Score -8234456 nChanged 8
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Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -8234451.000000 Penalty: 5314.692383
	Iteration 111Q: 3 clusters Score -8234451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -8234449.500000 Penalty: 5314.692383
	Iteration 112Q: 3 clusters Score -8234450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -8234451.000000 Penalty: 5314.692383
	Iteration 113Q: 3 clusters Score -8234451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -8234446.000000 Penalty: 5314.692383
	Iteration 114Q: 3 clusters Score -8234446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -8234446.500000 Penalty: 5314.692383
	Iteration 115Q: 3 clusters Score -8234446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -8234441.500000 Penalty: 5314.692383
	Iteration 116Q: 3 clusters Score -8234442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -8234456.500000 Penalty: 5314.692383
	Iteration 117Q: 3 clusters Score -8234456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -8234449.000000 Penalty: 5314.692383
	Iteration 118Q: 3 clusters Score -8234449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -8234456.500000 Penalty: 5314.692383
	Iteration 119Q: 3 clusters Score -8234456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -8234446.000000 Penalty: 5314.692383
	Iteration 120F: 3 clusters Score -8234446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -8234445.000000 Penalty: 5314.692383
	Iteration 121Q: 3 clusters Score -8234445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -8234445.500000 Penalty: 5314.692383
	Iteration 122Q: 3 clusters Score -8234446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -8234434.000000 Penalty: 5314.692383
	Iteration 123Q: 3 clusters Score -8234434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -8234432.500000 Penalty: 5314.692383
	Iteration 124Q: 3 clusters Score -8234432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -8234443.000000 Penalty: 5314.692383
	Iteration 125Q: 3 clusters Score -8234443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -8234450.000000 Penalty: 5314.692383
	Iteration 126Q: 3 clusters Score -8234450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -8234452.000000 Penalty: 5314.692383
	Iteration 127Q: 3 clusters Score -8234452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -8234447.000000 Penalty: 5314.692383
	Iteration 128Q: 3 clusters Score -8234447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -8234444.500000 Penalty: 5314.692383
	Iteration 129Q: 3 clusters Score -8234444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -8234451.500000 Penalty: 5314.692383
	Iteration 130Q: 3 clusters Score -8234452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -8234454.500000 Penalty: 5314.692383
	Iteration 131Q: 3 clusters Score -8234454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -8234461.500000 Penalty: 5314.692383
	Iteration 132Q: 3 clusters Score -8234462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -8234457.500000 Penalty: 5314.692383
	Iteration 133Q: 3 clusters Score -8234458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -8234464.500000 Penalty: 5314.692383
	Iteration 134Q: 3 clusters Score -8234464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -8234461.500000 Penalty: 5314.692383
	Iteration 135Q: 3 clusters Score -8234462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -8234474.000000 Penalty: 5314.692383
	Iteration 136Q: 3 clusters Score -8234474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -8234478.000000 Penalty: 5314.692383
	Iteration 137Q: 3 clusters Score -8234478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -8234480.500000 Penalty: 5314.692383
	Iteration 138Q: 3 clusters Score -8234480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -8234489.500000 Penalty: 5314.692383
	Iteration 139Q: 3 clusters Score -8234490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -8234487.000000 Penalty: 5314.692383
	Iteration 140F: 3 clusters Score -8234487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -8234491.000000 Penalty: 5314.692383
	Iteration 141Q: 3 clusters Score -8234491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -8234492.000000 Penalty: 5314.692383
	Iteration 142Q: 3 clusters Score -8234492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -8234504.500000 Penalty: 5314.692383
	Iteration 143Q: 3 clusters Score -8234504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -8234495.000000 Penalty: 5314.692383
	Iteration 144Q: 3 clusters Score -8234495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -8234490.500000 Penalty: 5314.692383
	Iteration 145Q: 3 clusters Score -8234490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -8234490.500000 Penalty: 5314.692383
	Iteration 146Q: 3 clusters Score -8234490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -8234489.500000 Penalty: 5314.692383
	Iteration 147Q: 3 clusters Score -8234490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -8234498.500000 Penalty: 5314.692383
	Iteration 148Q: 3 clusters Score -8234498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -8234492.000000 Penalty: 5314.692383
	Iteration 149Q: 3 clusters Score -8234492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -8234496.000000 Penalty: 5314.692383
	Iteration 150Q: 3 clusters Score -8234496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -8234499.000000 Penalty: 5314.692383
	Iteration 151Q: 3 clusters Score -8234499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -8234503.000000 Penalty: 5314.692383
	Iteration 152Q: 3 clusters Score -8234503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -8234508.000000 Penalty: 5314.692383
	Iteration 153Q: 3 clusters Score -8234508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -8234510.500000 Penalty: 5314.692383
	Iteration 154Q: 3 clusters Score -8234510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -8234501.000000 Penalty: 5314.692383
	Iteration 155Q: 3 clusters Score -8234501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -8234508.500000 Penalty: 5314.692383
	Iteration 156Q: 3 clusters Score -8234508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -8234514.000000 Penalty: 5314.692383
	Iteration 157Q: 3 clusters Score -8234514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -8234521.500000 Penalty: 5314.692383
	Iteration 158Q: 3 clusters Score -8234522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -8234533.500000 Penalty: 5314.692383
	Iteration 159Q: 3 clusters Score -8234534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -8234530.500000 Penalty: 5314.692383
	Iteration 160F: 3 clusters Score -8234530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -8234530.500000 Penalty: 5314.692383
	Iteration 161Q: 3 clusters Score -8234530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -8234534.000000 Penalty: 5314.692383
	Iteration 162Q: 3 clusters Score -8234534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -8234527.500000 Penalty: 5314.692383
	Iteration 163Q: 3 clusters Score -8234528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -8234528.500000 Penalty: 5314.692383
	Iteration 164Q: 3 clusters Score -8234528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -8234528.500000 Penalty: 5314.692383
	Iteration 165Q: 3 clusters Score -8234528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -8234531.000000 Penalty: 5314.692383
	Iteration 166Q: 3 clusters Score -8234531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -8234530.500000 Penalty: 5314.692383
	Iteration 167Q: 3 clusters Score -8234530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -8234528.000000 Penalty: 5314.692383
	Iteration 168Q: 3 clusters Score -8234528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -8234522.500000 Penalty: 5314.692383
	Iteration 169Q: 3 clusters Score -8234522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -8234526.500000 Penalty: 5314.692383
	Iteration 170Q: 3 clusters Score -8234526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -8234526.500000 Penalty: 5314.692383
	Iteration 171F: 3 clusters Score -8234526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -84021.367188 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -84021.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -82703.437500 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -82703.44 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -82863.585938 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -82863.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -82926.625000 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -82926.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -82965.257812 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -82965.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -82981.859375 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -82981.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -83062.593750 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -83062.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -83107.664062 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -83107.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -83123.429688 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -83123.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -83125.742188 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -83125.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -83129.476562 Penalty: 2955.378662
	Iteration 9F: 3 clusters Score -83129.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -83171.890625 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -83171.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -83178.882812 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -83178.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -83178.882812 Penalty: 2955.378662
	Iteration 12F: 3 clusters Score -83178.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -44229.050781 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -44229.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42902.484375 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -42902.48 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43179.796875 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -43179.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43249.996094 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -43250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43276.742188 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -43276.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43284.058594 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -43284.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43286.734375 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -43286.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43295.976562 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -43295.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43295.976562 Penalty: 2977.927979
	Iteration 7F: 3 clusters Score -43295.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -90312.640625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -90312.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88731.976562 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -88731.98 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -89117.101562 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -89117.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89303.882812 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -89303.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -89449.023438 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -89449.02 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89668.640625 Penalty: 3197.076904
	Iteration 4F: 3 clusters Score -89668.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -89962.773438 Penalty: 3197.076904
	Iteration 5F: 3 clusters Score -89962.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90336.335938 Penalty: 3197.076904
	Iteration 6F: 3 clusters Score -90336.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -90630.343750 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -90630.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90788.773438 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -90788.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -90867.312500 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -90867.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -90884.851562 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -90884.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90921.257812 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -90921.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90952.023438 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -90952.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -90990.257812 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -90990.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91007.257812 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -91007.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91025.257812 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -91025.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -91029.859375 Penalty: 3197.076904
	Iteration 16F: 3 clusters Score -91029.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -91036.898438 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -91036.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91038.351562 Penalty: 3197.076904
	Iteration 18Q: 3 clusters Score -91038.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -91038.351562 Penalty: 3197.076904
	Iteration 19F: 3 clusters Score -91038.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 41587 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47080 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42834 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45384 members 
Mstep: Class 9 contains 41427 members 
Mstep: Class 10 contains 45205 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45254 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41852 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43414 members 
Mstep: Class 17 contains 41705 members 
Mstep: Class 18 contains 39196 members 
Mstep: Class 19 contains 43827 members 
Mstep: Class 20 contains 33405 members 
Mstep: Class 21 contains 45031 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 336 members 
Mstep: Class 25 contains 48356 members 
Mstep: Class 26 contains 294 members 
Entering Unmasked Estep 
Score: -126931432.000000 Penalty: 86770.679688
Splitting cluster 24 changes total score from -126932368.000000 to -126931432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (48356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Entering Unmasked Estep 
Score: -9059849.000000 Penalty: 2675.013672
	Iteration 0F: 2 clusters Score -9059849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -9031605.000000 Penalty: 5350.027344
	Iteration 0F: 3 clusters Score -9031605 nChanged 22318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -9043921.000000 Penalty: 5350.027344
	Iteration 1F: 3 clusters Score -9043921 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -9044470.000000 Penalty: 5350.027344
	Iteration 2Q: 3 clusters Score -9044470 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -9044992.000000 Penalty: 5350.027344
	Iteration 3Q: 3 clusters Score -9044992 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -9045548.000000 Penalty: 5350.027344
	Iteration 4Q: 3 clusters Score -9045548 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -9046253.000000 Penalty: 5350.027344
	Iteration 5Q: 3 clusters Score -9046253 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -9047239.000000 Penalty: 5350.027344
	Iteration 6Q: 3 clusters Score -9047239 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -9048727.000000 Penalty: 5350.027344
	Iteration 7F: 3 clusters Score -9048727 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -9050705.000000 Penalty: 5350.027344
	Iteration 8F: 3 clusters Score -9050705 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -9053192.000000 Penalty: 5350.027344
	Iteration 9F: 3 clusters Score -9053192 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -9055502.000000 Penalty: 5350.027344
	Iteration 10F: 3 clusters Score -9055502 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -9056885.000000 Penalty: 5350.027344
	Iteration 11F: 3 clusters Score -9056885 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -9057303.000000 Penalty: 5350.027344
	Iteration 12Q: 3 clusters Score -9057303 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -9057437.000000 Penalty: 5350.027344
	Iteration 13Q: 3 clusters Score -9057437 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -9057529.000000 Penalty: 5350.027344
	Iteration 14Q: 3 clusters Score -9057529 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -9057582.000000 Penalty: 5350.027344
	Iteration 15Q: 3 clusters Score -9057582 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -9057607.000000 Penalty: 5350.027344
	Iteration 16Q: 3 clusters Score -9057607 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -9057616.000000 Penalty: 5350.027344
	Iteration 17Q: 3 clusters Score -9057616 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -9057618.000000 Penalty: 5350.027344
	Iteration 18Q: 3 clusters Score -9057618 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -9057645.000000 Penalty: 5350.027344
	Iteration 19Q: 3 clusters Score -9057645 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -9057630.000000 Penalty: 5350.027344
	Iteration 20F: 3 clusters Score -9057630 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -9057657.000000 Penalty: 5350.027344
	Iteration 21Q: 3 clusters Score -9057657 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -9057670.000000 Penalty: 5350.027344
	Iteration 22Q: 3 clusters Score -9057670 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -9057660.000000 Penalty: 5350.027344
	Iteration 23Q: 3 clusters Score -9057660 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -9057658.000000 Penalty: 5350.027344
	Iteration 24Q: 3 clusters Score -9057658 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -9057662.000000 Penalty: 5350.027344
	Iteration 25Q: 3 clusters Score -9057662 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -9057666.000000 Penalty: 5350.027344
	Iteration 26Q: 3 clusters Score -9057666 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -9057648.000000 Penalty: 5350.027344
	Iteration 27Q: 3 clusters Score -9057648 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -9057634.000000 Penalty: 5350.027344
	Iteration 28Q: 3 clusters Score -9057634 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -9057615.000000 Penalty: 5350.027344
	Iteration 29Q: 3 clusters Score -9057615 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -9057593.000000 Penalty: 5350.027344
	Iteration 30Q: 3 clusters Score -9057593 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -9057592.000000 Penalty: 5350.027344
	Iteration 31Q: 3 clusters Score -9057592 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -9057588.000000 Penalty: 5350.027344
	Iteration 32Q: 3 clusters Score -9057588 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -9057598.000000 Penalty: 5350.027344
	Iteration 33Q: 3 clusters Score -9057598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -9057563.000000 Penalty: 5350.027344
	Iteration 34Q: 3 clusters Score -9057563 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -9057570.000000 Penalty: 5350.027344
	Iteration 35Q: 3 clusters Score -9057570 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -9057585.000000 Penalty: 5350.027344
	Iteration 36Q: 3 clusters Score -9057585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -9057577.000000 Penalty: 5350.027344
	Iteration 37Q: 3 clusters Score -9057577 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -9057592.000000 Penalty: 5350.027344
	Iteration 38Q: 3 clusters Score -9057592 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -9057610.000000 Penalty: 5350.027344
	Iteration 39Q: 3 clusters Score -9057610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -9057605.000000 Penalty: 5350.027344
	Iteration 40F: 3 clusters Score -9057605 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -9057611.000000 Penalty: 5350.027344
	Iteration 41Q: 3 clusters Score -9057611 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -9057619.000000 Penalty: 5350.027344
	Iteration 42Q: 3 clusters Score -9057619 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -9057610.000000 Penalty: 5350.027344
	Iteration 43Q: 3 clusters Score -9057610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -9057624.000000 Penalty: 5350.027344
	Iteration 44Q: 3 clusters Score -9057624 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -9057617.000000 Penalty: 5350.027344
	Iteration 45Q: 3 clusters Score -9057617 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -9057615.000000 Penalty: 5350.027344
	Iteration 46Q: 3 clusters Score -9057615 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -9057611.000000 Penalty: 5350.027344
	Iteration 47Q: 3 clusters Score -9057611 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -9057637.000000 Penalty: 5350.027344
	Iteration 48Q: 3 clusters Score -9057637 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -9057636.000000 Penalty: 5350.027344
	Iteration 49Q: 3 clusters Score -9057636 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -9057653.000000 Penalty: 5350.027344
	Iteration 50Q: 3 clusters Score -9057653 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -9057615.000000 Penalty: 5350.027344
	Iteration 51Q: 3 clusters Score -9057615 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -9057595.000000 Penalty: 5350.027344
	Iteration 52Q: 3 clusters Score -9057595 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -9057597.000000 Penalty: 5350.027344
	Iteration 53Q: 3 clusters Score -9057597 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -9057606.000000 Penalty: 5350.027344
	Iteration 54Q: 3 clusters Score -9057606 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -9057613.000000 Penalty: 5350.027344
	Iteration 55Q: 3 clusters Score -9057613 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -9057607.000000 Penalty: 5350.027344
	Iteration 56Q: 3 clusters Score -9057607 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -9057606.000000 Penalty: 5350.027344
	Iteration 57Q: 3 clusters Score -9057606 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -9057604.000000 Penalty: 5350.027344
	Iteration 58Q: 3 clusters Score -9057604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -9057612.000000 Penalty: 5350.027344
	Iteration 59Q: 3 clusters Score -9057612 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -9057622.000000 Penalty: 5350.027344
	Iteration 60F: 3 clusters Score -9057622 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -9057624.000000 Penalty: 5350.027344
	Iteration 61Q: 3 clusters Score -9057624 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -9057616.000000 Penalty: 5350.027344
	Iteration 62Q: 3 clusters Score -9057616 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -9057620.000000 Penalty: 5350.027344
	Iteration 63Q: 3 clusters Score -9057620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -9057644.000000 Penalty: 5350.027344
	Iteration 64Q: 3 clusters Score -9057644 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -9057634.000000 Penalty: 5350.027344
	Iteration 65Q: 3 clusters Score -9057634 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -9057625.000000 Penalty: 5350.027344
	Iteration 66Q: 3 clusters Score -9057625 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -9057602.000000 Penalty: 5350.027344
	Iteration 67Q: 3 clusters Score -9057602 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -9057598.000000 Penalty: 5350.027344
	Iteration 68Q: 3 clusters Score -9057598 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -9057583.000000 Penalty: 5350.027344
	Iteration 69Q: 3 clusters Score -9057583 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -9057614.000000 Penalty: 5350.027344
	Iteration 70Q: 3 clusters Score -9057614 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -9057611.000000 Penalty: 5350.027344
	Iteration 71Q: 3 clusters Score -9057611 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -9057608.000000 Penalty: 5350.027344
	Iteration 72Q: 3 clusters Score -9057608 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -9057608.000000 Penalty: 5350.027344
	Iteration 73Q: 3 clusters Score -9057608 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9057643 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9057682 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9057694 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9057690 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9057698 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9057705 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9057729 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -9057733.000000 Penalty: 5350.027344
	Iteration 84Q: 3 clusters Score -9057733 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9057731 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9057732 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9057742 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9057736 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -9057738.000000 Penalty: 5350.027344
	Iteration 89Q: 3 clusters Score -9057738 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -9057730.000000 Penalty: 5350.027344
	Iteration 90Q: 3 clusters Score -9057730 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9057729 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9057737 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9057734 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9057763 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9057827 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9057868 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9057850 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9057892 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9057899 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9057937 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -9057947.000000 Penalty: 5350.027344
	Iteration 101Q: 3 clusters Score -9057947 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -9057949.000000 Penalty: 5350.027344
	Iteration 102Q: 3 clusters Score -9057949 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9057944 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9057962 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9057938 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -9057953.000000 Penalty: 5350.027344
	Iteration 106Q: 3 clusters Score -9057953 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -9057983.000000 Penalty: 5350.027344
	Iteration 107Q: 3 clusters Score -9057983 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -9058009.000000 Penalty: 5350.027344
	Iteration 108Q: 3 clusters Score -9058009 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -9058023.000000 Penalty: 5350.027344
	Iteration 109Q: 3 clusters Score -9058023 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9058047 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -9058101.000000 Penalty: 5350.027344
	Iteration 111Q: 3 clusters Score -9058101 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -9058117.000000 Penalty: 5350.027344
	Iteration 112Q: 3 clusters Score -9058117 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -9058143.000000 Penalty: 5350.027344
	Iteration 113Q: 3 clusters Score -9058143 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -9058155.000000 Penalty: 5350.027344
	Iteration 114Q: 3 clusters Score -9058155 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -9058197.000000 Penalty: 5350.027344
	Iteration 115Q: 3 clusters Score -9058197 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -9058224.000000 Penalty: 5350.027344
	Iteration 116Q: 3 clusters Score -9058224 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -9058239.000000 Penalty: 5350.027344
	Iteration 117Q: 3 clusters Score -9058239 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -9058275.000000 Penalty: 5350.027344
	Iteration 118Q: 3 clusters Score -9058275 nChanged 386
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -9058286.000000 Penalty: 5350.027344
	Iteration 119Q: 3 clusters Score -9058286 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -9058377.000000 Penalty: 5350.027344
	Iteration 120F: 3 clusters Score -9058377 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -9058397.000000 Penalty: 5350.027344
	Iteration 121Q: 3 clusters Score -9058397 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -9058440.000000 Penalty: 5350.027344
	Iteration 122Q: 3 clusters Score -9058440 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -9058491.000000 Penalty: 5350.027344
	Iteration 123Q: 3 clusters Score -9058491 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -9058552.000000 Penalty: 5350.027344
	Iteration 124Q: 3 clusters Score -9058552 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9058566 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -9058602.000000 Penalty: 5350.027344
	Iteration 126Q: 3 clusters Score -9058602 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -9058645.000000 Penalty: 5350.027344
	Iteration 127Q: 3 clusters Score -9058645 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9058694 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -9058742.000000 Penalty: 5350.027344
	Iteration 129Q: 3 clusters Score -9058742 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9058789 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9058890 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -9058917.000000 Penalty: 5350.027344
	Iteration 132Q: 3 clusters Score -9058917 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9058946 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -9058998.000000 Penalty: 5350.027344
	Iteration 134Q: 3 clusters Score -9058998 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9059074 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -9059117.000000 Penalty: 5350.027344
	Iteration 136Q: 3 clusters Score -9059117 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -9059110.000000 Penalty: 5350.027344
	Iteration 137Q: 3 clusters Score -9059110 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -9059164.000000 Penalty: 5350.027344
	Iteration 138Q: 3 clusters Score -9059164 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -9059186.000000 Penalty: 5350.027344
	Iteration 139Q: 3 clusters Score -9059186 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -9059211.000000 Penalty: 5350.027344
	Iteration 140F: 3 clusters Score -9059211 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -9059228.000000 Penalty: 5350.027344
	Iteration 141Q: 3 clusters Score -9059228 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -9059268.000000 Penalty: 5350.027344
	Iteration 142Q: 3 clusters Score -9059268 nChanged 292
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Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -9059293.000000 Penalty: 5350.027344
	Iteration 143Q: 3 clusters Score -9059293 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -9059328.000000 Penalty: 5350.027344
	Iteration 144Q: 3 clusters Score -9059328 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -9059351.000000 Penalty: 5350.027344
	Iteration 145Q: 3 clusters Score -9059351 nChanged 249
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Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9059373 nChanged 266
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Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -9059395.000000 Penalty: 5350.027344
	Iteration 147Q: 3 clusters Score -9059395 nChanged 249
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Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9059399 nChanged 256
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Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9059386 nChanged 214
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9059430 nChanged 193
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Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -9059435.000000 Penalty: 5350.027344
	Iteration 151Q: 3 clusters Score -9059435 nChanged 161
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Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -9059418.000000 Penalty: 5350.027344
	Iteration 152Q: 3 clusters Score -9059418 nChanged 160
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Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9059442 nChanged 147
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Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9059450 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -9059457.000000 Penalty: 5350.027344
	Iteration 156Q: 3 clusters Score -9059457 nChanged 149
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Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -9059461.000000 Penalty: 5350.027344
	Iteration 157Q: 3 clusters Score -9059461 nChanged 163
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Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9059477 nChanged 164
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Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -9059483 nChanged 132
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Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9059495 nChanged 125
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Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9059490 nChanged 117
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Mstep: Class 1 contains 4935 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9059484 nChanged 107
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9059481 nChanged 112
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Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9059478 nChanged 112
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9059432 nChanged 102
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Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9059413 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9059361 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9059346 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -9059331.000000 Penalty: 5350.027344
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9059307 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9059288 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9059292 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9059321 nChanged 91
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9059304 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9059316 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3730 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9059316 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9059297 nChanged 82
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Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9059297 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3540 members 
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Entering Unmasked Estep 
Score: -9059302.000000 Penalty: 5350.027344
	Iteration 180F: 3 clusters Score -9059302 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3476 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9059267 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9059257 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -9059268.000000 Penalty: 5350.027344
	Iteration 183Q: 3 clusters Score -9059268 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -9059252.000000 Penalty: 5350.027344
	Iteration 184Q: 3 clusters Score -9059252 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -9059266.000000 Penalty: 5350.027344
	Iteration 185Q: 3 clusters Score -9059266 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3264 members 
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Entering Unmasked Estep 
Score: -9059245.000000 Penalty: 5350.027344
	Iteration 186Q: 3 clusters Score -9059245 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -9059246.000000 Penalty: 5350.027344
	Iteration 187Q: 3 clusters Score -9059246 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3184 members 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9059253 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9059253 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3080 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9059248 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3025 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9059256 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2976 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9059225 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2947 members 
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Entering Unmasked Estep 
Score: -9059228.000000 Penalty: 5350.027344
	Iteration 193Q: 3 clusters Score -9059228 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2911 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9059248 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2875 members 
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Entering Unmasked Estep 
Score: -9059235.000000 Penalty: 5350.027344
	Iteration 195Q: 3 clusters Score -9059235 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2842 members 
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Entering Unmasked Estep 
Score: -9059239.000000 Penalty: 5350.027344
	Iteration 196Q: 3 clusters Score -9059239 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9059240.000000 Penalty: 5350.027344
	Iteration 197Q: 3 clusters Score -9059240 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9059222.000000 Penalty: 5350.027344
	Iteration 198Q: 3 clusters Score -9059222 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9059225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
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Entering Unmasked Estep 
Score: -9059227.000000 Penalty: 5350.027344
	Iteration 200F: 3 clusters Score -9059227 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2733 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9059229 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2713 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9059240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9059224 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2678 members 
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Entering Unmasked Estep 
Score: -9059231.000000 Penalty: 5350.027344
	Iteration 204Q: 3 clusters Score -9059231 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2655 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9059206 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2627 members 
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Entering Unmasked Estep 
Score: -9059213.000000 Penalty: 5350.027344
	Iteration 206Q: 3 clusters Score -9059213 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9059204.000000 Penalty: 5350.027344
	Iteration 207Q: 3 clusters Score -9059204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -9059216.000000 Penalty: 5350.027344
	Iteration 208Q: 3 clusters Score -9059216 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2581 members 
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Entering Unmasked Estep 
Score: -9059209.000000 Penalty: 5350.027344
	Iteration 209Q: 3 clusters Score -9059209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9059206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -9059215.000000 Penalty: 5350.027344
	Iteration 211Q: 3 clusters Score -9059215 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2564 members 
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Entering Unmasked Estep 
Score: -9059217.000000 Penalty: 5350.027344
	Iteration 212Q: 3 clusters Score -9059217 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2556 members 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9059216 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2547 members 
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Entering Unmasked Estep 
Score: -9059223.000000 Penalty: 5350.027344
	Iteration 214Q: 3 clusters Score -9059223 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9059212.000000 Penalty: 5350.027344
	Iteration 215Q: 3 clusters Score -9059212 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2522 members 
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Entering Unmasked Estep 
Score: -9059214.000000 Penalty: 5350.027344
	Iteration 216Q: 3 clusters Score -9059214 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2519 members 
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -9059212 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9059216 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2509 members 
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Entering Unmasked Estep 
Score: -9059199.000000 Penalty: 5350.027344
	Iteration 219Q: 3 clusters Score -9059199 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9059192.000000 Penalty: 5350.027344
	Iteration 220F: 3 clusters Score -9059192 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2492 members 
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Entering Unmasked Estep 
Score: -9059173.000000 Penalty: 5350.027344
	Iteration 221Q: 3 clusters Score -9059173 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9059182.000000 Penalty: 5350.027344
	Iteration 222Q: 3 clusters Score -9059182 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9059187.000000 Penalty: 5350.027344
	Iteration 223Q: 3 clusters Score -9059187 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -9059192 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9059191 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9059192 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2460 members 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -9059188 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9059192 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9059203.000000 Penalty: 5350.027344
	Iteration 229Q: 3 clusters Score -9059203 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9059206 nChanged 21
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9059214.000000 Penalty: 5350.027344
	Iteration 231Q: 3 clusters Score -9059214 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9059212.000000 Penalty: 5350.027344
	Iteration 232Q: 3 clusters Score -9059212 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9059221.000000 Penalty: 5350.027344
	Iteration 233Q: 3 clusters Score -9059221 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9059221 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9059220.000000 Penalty: 5350.027344
	Iteration 235Q: 3 clusters Score -9059220 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -9059224 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2382 members 
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Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -9059224 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9059247.000000 Penalty: 5350.027344
	Iteration 238Q: 3 clusters Score -9059247 nChanged 9
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Mstep: Class 1 contains 2377 members 
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Entering Unmasked Estep 
Score: -9059240.000000 Penalty: 5350.027344
	Iteration 239Q: 3 clusters Score -9059240 nChanged 7
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Mstep: Class 1 contains 2374 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -9059240 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2369 members 
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Entering Unmasked Estep 
Score: -9059237.000000 Penalty: 5350.027344
	Iteration 241Q: 3 clusters Score -9059237 nChanged 7
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Entering Unmasked Estep 
Score: -9059232.000000 Penalty: 5350.027344
	Iteration 242Q: 3 clusters Score -9059232 nChanged 10
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Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -9059235 nChanged 14
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Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -9059241 nChanged 13
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Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -9059249 nChanged 19
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -9059252 nChanged 17
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -9059251 nChanged 19
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -9059251 nChanged 25
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -9059256 nChanged 29
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Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -9059252 nChanged 24
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -9059250 nChanged 23
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -9059270 nChanged 17
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -9059256 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -9059254 nChanged 23
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Mstep: Class 1 contains 2269 members 
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Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -9059270 nChanged 15
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Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -9059255 nChanged 11
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Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -9059259.000000 Penalty: 5350.027344
	Iteration 257Q: 3 clusters Score -9059259 nChanged 14
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Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -9059263 nChanged 12
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -9059263 nChanged 12
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Entering Unmasked Estep 
Score: -9059259.000000 Penalty: 5350.027344
	Iteration 260F: 3 clusters Score -9059259 nChanged 10
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Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -9059264 nChanged 11
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Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -9059278.000000 Penalty: 5350.027344
	Iteration 262Q: 3 clusters Score -9059278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -9059281.000000 Penalty: 5350.027344
	Iteration 263Q: 3 clusters Score -9059281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -9059269.000000 Penalty: 5350.027344
	Iteration 264Q: 3 clusters Score -9059269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -9059275.000000 Penalty: 5350.027344
	Iteration 265Q: 3 clusters Score -9059275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -9059280.000000 Penalty: 5350.027344
	Iteration 266Q: 3 clusters Score -9059280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -9059277.000000 Penalty: 5350.027344
	Iteration 267Q: 3 clusters Score -9059277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -9059275.000000 Penalty: 5350.027344
	Iteration 268Q: 3 clusters Score -9059275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -9059272.000000 Penalty: 5350.027344
	Iteration 269Q: 3 clusters Score -9059272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -9059268.000000 Penalty: 5350.027344
	Iteration 270Q: 3 clusters Score -9059268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -9059260.000000 Penalty: 5350.027344
	Iteration 271Q: 3 clusters Score -9059260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -9059253.000000 Penalty: 5350.027344
	Iteration 272Q: 3 clusters Score -9059253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -9059261.000000 Penalty: 5350.027344
	Iteration 273Q: 3 clusters Score -9059261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -9059262.000000 Penalty: 5350.027344
	Iteration 274Q: 3 clusters Score -9059262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -9059252.000000 Penalty: 5350.027344
	Iteration 275Q: 3 clusters Score -9059252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -9059248.000000 Penalty: 5350.027344
	Iteration 276Q: 3 clusters Score -9059248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -9059248.000000 Penalty: 5350.027344
	Iteration 277Q: 3 clusters Score -9059248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -9059246.000000 Penalty: 5350.027344
	Iteration 278Q: 3 clusters Score -9059246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -9059246.000000 Penalty: 5350.027344
	Iteration 279F: 3 clusters Score -9059246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 41587 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47080 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42834 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45384 members 
Mstep: Class 9 contains 41427 members 
Mstep: Class 10 contains 45205 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45254 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41852 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43414 members 
Mstep: Class 17 contains 41705 members 
Mstep: Class 18 contains 39196 members 
Mstep: Class 19 contains 43827 members 
Mstep: Class 20 contains 33405 members 
Mstep: Class 21 contains 45031 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932472.000000 Penalty: 83433.343750
Iteration 399Q: 26 clusters Score -1.269325e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 41596 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47086 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42829 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45375 members 
Mstep: Class 9 contains 41408 members 
Mstep: Class 10 contains 45202 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45251 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41856 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43413 members 
Mstep: Class 17 contains 41707 members 
Mstep: Class 18 contains 39199 members 
Mstep: Class 19 contains 43843 members 
Mstep: Class 20 contains 33404 members 
Mstep: Class 21 contains 45032 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932400.000000 Penalty: 83433.343750
Iteration 400F: 26 clusters Score -1.269324e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 41605 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47087 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42832 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45382 members 
Mstep: Class 9 contains 41391 members 
Mstep: Class 10 contains 45198 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45242 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41845 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43431 members 
Mstep: Class 17 contains 41706 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 43843 members 
Mstep: Class 20 contains 33400 members 
Mstep: Class 21 contains 45040 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932448.000000 Penalty: 83433.343750
Iteration 401Q: 26 clusters Score -1.269324e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 41611 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47087 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42849 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45386 members 
Mstep: Class 9 contains 41369 members 
Mstep: Class 10 contains 45196 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45224 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41851 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43459 members 
Mstep: Class 17 contains 41704 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 43836 members 
Mstep: Class 20 contains 33401 members 
Mstep: Class 21 contains 45044 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932320.000000 Penalty: 83433.343750
Iteration 402Q: 26 clusters Score -1.269323e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 41613 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47093 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42863 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45391 members 
Mstep: Class 9 contains 41349 members 
Mstep: Class 10 contains 45194 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45236 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41854 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43466 members 
Mstep: Class 17 contains 41695 members 
Mstep: Class 18 contains 39198 members 
Mstep: Class 19 contains 43840 members 
Mstep: Class 20 contains 33406 members 
Mstep: Class 21 contains 45041 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932192.000000 Penalty: 83433.343750
Iteration 403Q: 26 clusters Score -1.269322e+08 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 41605 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47090 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42873 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45390 members 
Mstep: Class 9 contains 41336 members 
Mstep: Class 10 contains 45197 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45237 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41869 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43476 members 
Mstep: Class 17 contains 41695 members 
Mstep: Class 18 contains 39201 members 
Mstep: Class 19 contains 43842 members 
Mstep: Class 20 contains 33408 members 
Mstep: Class 21 contains 45041 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932168.000000 Penalty: 83433.343750
Iteration 404Q: 26 clusters Score -1.269322e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 41600 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47082 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42879 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45397 members 
Mstep: Class 9 contains 41316 members 
Mstep: Class 10 contains 45202 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45244 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41890 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43492 members 
Mstep: Class 17 contains 41691 members 
Mstep: Class 18 contains 39190 members 
Mstep: Class 19 contains 43835 members 
Mstep: Class 20 contains 33411 members 
Mstep: Class 21 contains 45047 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932088.000000 Penalty: 83433.343750
Iteration 405Q: 26 clusters Score -1.269321e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 41598 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47081 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42877 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45395 members 
Mstep: Class 9 contains 41296 members 
Mstep: Class 10 contains 45203 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45249 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41902 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43502 members 
Mstep: Class 17 contains 41696 members 
Mstep: Class 18 contains 39189 members 
Mstep: Class 19 contains 43817 members 
Mstep: Class 20 contains 33412 members 
Mstep: Class 21 contains 45051 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932056.000000 Penalty: 83433.343750
Iteration 406Q: 26 clusters Score -1.269321e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 41593 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47086 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42892 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45400 members 
Mstep: Class 9 contains 41285 members 
Mstep: Class 10 contains 45189 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45256 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41908 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43515 members 
Mstep: Class 17 contains 41696 members 
Mstep: Class 18 contains 39191 members 
Mstep: Class 19 contains 43804 members 
Mstep: Class 20 contains 33413 members 
Mstep: Class 21 contains 45066 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932096.000000 Penalty: 83433.343750
Iteration 407Q: 26 clusters Score -1.269321e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 41589 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47095 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42886 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45400 members 
Mstep: Class 9 contains 41280 members 
Mstep: Class 10 contains 45180 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45260 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41921 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43537 members 
Mstep: Class 17 contains 41695 members 
Mstep: Class 18 contains 39187 members 
Mstep: Class 19 contains 43788 members 
Mstep: Class 20 contains 33412 members 
Mstep: Class 21 contains 45067 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932336.000000 Penalty: 83433.343750
Iteration 408Q: 26 clusters Score -1.269323e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 41587 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47106 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42881 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45389 members 
Mstep: Class 9 contains 41280 members 
Mstep: Class 10 contains 45186 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45253 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41951 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43529 members 
Mstep: Class 17 contains 41701 members 
Mstep: Class 18 contains 39187 members 
Mstep: Class 19 contains 43772 members 
Mstep: Class 20 contains 33414 members 
Mstep: Class 21 contains 45067 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932176.000000 Penalty: 83433.343750
Iteration 409Q: 26 clusters Score -1.269322e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 41584 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47110 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42880 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45383 members 
Mstep: Class 9 contains 41274 members 
Mstep: Class 10 contains 45182 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45258 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41978 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43543 members 
Mstep: Class 17 contains 41696 members 
Mstep: Class 18 contains 39185 members 
Mstep: Class 19 contains 43767 members 
Mstep: Class 20 contains 33413 members 
Mstep: Class 21 contains 45076 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932184.000000 Penalty: 83433.343750
Iteration 410Q: 26 clusters Score -1.269322e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 41592 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42889 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45367 members 
Mstep: Class 9 contains 41268 members 
Mstep: Class 10 contains 45182 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45262 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 41991 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43547 members 
Mstep: Class 17 contains 41691 members 
Mstep: Class 18 contains 39189 members 
Mstep: Class 19 contains 43760 members 
Mstep: Class 20 contains 33410 members 
Mstep: Class 21 contains 45079 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932304.000000 Penalty: 83433.343750
Iteration 411Q: 26 clusters Score -1.269323e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 41600 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42910 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45361 members 
Mstep: Class 9 contains 41260 members 
Mstep: Class 10 contains 45196 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45242 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42005 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43548 members 
Mstep: Class 17 contains 41683 members 
Mstep: Class 18 contains 39190 members 
Mstep: Class 19 contains 43746 members 
Mstep: Class 20 contains 33417 members 
Mstep: Class 21 contains 45071 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932392.000000 Penalty: 83433.343750
Iteration 412Q: 26 clusters Score -1.269324e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 41602 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42916 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45349 members 
Mstep: Class 9 contains 41255 members 
Mstep: Class 10 contains 45199 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45248 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42033 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43540 members 
Mstep: Class 17 contains 41685 members 
Mstep: Class 18 contains 39194 members 
Mstep: Class 19 contains 43736 members 
Mstep: Class 20 contains 33416 members 
Mstep: Class 21 contains 45063 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932480.000000 Penalty: 83433.343750
Iteration 413Q: 26 clusters Score -1.269325e+08 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 41596 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47113 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42922 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45336 members 
Mstep: Class 9 contains 41242 members 
Mstep: Class 10 contains 45201 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45256 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42049 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43546 members 
Mstep: Class 17 contains 41684 members 
Mstep: Class 18 contains 39197 members 
Mstep: Class 19 contains 43726 members 
Mstep: Class 20 contains 33418 members 
Mstep: Class 21 contains 45066 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932448.000000 Penalty: 83433.343750
Iteration 414Q: 26 clusters Score -1.269324e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 41592 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47106 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42934 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45319 members 
Mstep: Class 9 contains 41235 members 
Mstep: Class 10 contains 45204 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45253 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42062 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43557 members 
Mstep: Class 17 contains 41678 members 
Mstep: Class 18 contains 39204 members 
Mstep: Class 19 contains 43725 members 
Mstep: Class 20 contains 33415 members 
Mstep: Class 21 contains 45064 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932384.000000 Penalty: 83433.343750
Iteration 415Q: 26 clusters Score -1.269324e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 41591 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47108 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42933 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45297 members 
Mstep: Class 9 contains 41223 members 
Mstep: Class 10 contains 45211 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45249 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42076 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43578 members 
Mstep: Class 17 contains 41671 members 
Mstep: Class 18 contains 39198 members 
Mstep: Class 19 contains 43723 members 
Mstep: Class 20 contains 33418 members 
Mstep: Class 21 contains 45065 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932256.000000 Penalty: 83433.343750
Iteration 416Q: 26 clusters Score -1.269323e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 41593 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47110 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42931 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45292 members 
Mstep: Class 9 contains 41214 members 
Mstep: Class 10 contains 45210 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45247 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42076 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43599 members 
Mstep: Class 17 contains 41666 members 
Mstep: Class 18 contains 39200 members 
Mstep: Class 19 contains 43714 members 
Mstep: Class 20 contains 33421 members 
Mstep: Class 21 contains 45067 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932112.000000 Penalty: 83433.343750
Iteration 417Q: 26 clusters Score -1.269321e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 41586 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47106 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42931 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45290 members 
Mstep: Class 9 contains 41200 members 
Mstep: Class 10 contains 45198 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45254 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42090 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43610 members 
Mstep: Class 17 contains 41664 members 
Mstep: Class 18 contains 39208 members 
Mstep: Class 19 contains 43716 members 
Mstep: Class 20 contains 33420 members 
Mstep: Class 21 contains 45068 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932240.000000 Penalty: 83433.343750
Iteration 418Q: 26 clusters Score -1.269322e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 41592 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47106 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42916 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45298 members 
Mstep: Class 9 contains 41195 members 
Mstep: Class 10 contains 45194 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45247 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42093 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43610 members 
Mstep: Class 17 contains 41675 members 
Mstep: Class 18 contains 39212 members 
Mstep: Class 19 contains 43710 members 
Mstep: Class 20 contains 33420 members 
Mstep: Class 21 contains 45068 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932328.000000 Penalty: 83433.343750
Iteration 419Q: 26 clusters Score -1.269323e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 41596 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47110 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42907 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45295 members 
Mstep: Class 9 contains 41191 members 
Mstep: Class 10 contains 45185 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45247 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42104 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43600 members 
Mstep: Class 17 contains 41678 members 
Mstep: Class 18 contains 39207 members 
Mstep: Class 19 contains 43707 members 
Mstep: Class 20 contains 33422 members 
Mstep: Class 21 contains 45068 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932160.000000 Penalty: 83433.343750
Iteration 420F: 26 clusters Score -1.269322e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 41591 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47114 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42897 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45287 members 
Mstep: Class 9 contains 41190 members 
Mstep: Class 10 contains 45185 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45254 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42112 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43586 members 
Mstep: Class 17 contains 41694 members 
Mstep: Class 18 contains 39205 members 
Mstep: Class 19 contains 43707 members 
Mstep: Class 20 contains 33420 members 
Mstep: Class 21 contains 45064 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932272.000000 Penalty: 83433.343750
Iteration 421Q: 26 clusters Score -1.269323e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 41589 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47116 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42901 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45281 members 
Mstep: Class 9 contains 41184 members 
Mstep: Class 10 contains 45179 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45252 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42106 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43592 members 
Mstep: Class 17 contains 41706 members 
Mstep: Class 18 contains 39208 members 
Mstep: Class 19 contains 43704 members 
Mstep: Class 20 contains 33421 members 
Mstep: Class 21 contains 45065 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932296.000000 Penalty: 83433.343750
Iteration 422Q: 26 clusters Score -1.269323e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 41579 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47113 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42900 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45271 members 
Mstep: Class 9 contains 41183 members 
Mstep: Class 10 contains 45182 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45241 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42115 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43600 members 
Mstep: Class 17 contains 41712 members 
Mstep: Class 18 contains 39209 members 
Mstep: Class 19 contains 43701 members 
Mstep: Class 20 contains 33419 members 
Mstep: Class 21 contains 45064 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932344.000000 Penalty: 83433.343750
Iteration 423Q: 26 clusters Score -1.269323e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 41575 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47117 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42887 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45259 members 
Mstep: Class 9 contains 41178 members 
Mstep: Class 10 contains 45186 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45232 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42117 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43607 members 
Mstep: Class 17 contains 41719 members 
Mstep: Class 18 contains 39217 members 
Mstep: Class 19 contains 43694 members 
Mstep: Class 20 contains 33418 members 
Mstep: Class 21 contains 45062 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932456.000000 Penalty: 83433.343750
Iteration 424Q: 26 clusters Score -1.269325e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 41577 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47121 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42886 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45258 members 
Mstep: Class 9 contains 41171 members 
Mstep: Class 10 contains 45185 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45223 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42127 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43600 members 
Mstep: Class 17 contains 41727 members 
Mstep: Class 18 contains 39218 members 
Mstep: Class 19 contains 43690 members 
Mstep: Class 20 contains 33419 members 
Mstep: Class 21 contains 45060 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932360.000000 Penalty: 83433.343750
Iteration 425Q: 26 clusters Score -1.269324e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 41580 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47122 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42898 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45258 members 
Mstep: Class 9 contains 41165 members 
Mstep: Class 10 contains 45182 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45213 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42132 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43607 members 
Mstep: Class 17 contains 41725 members 
Mstep: Class 18 contains 39212 members 
Mstep: Class 19 contains 43695 members 
Mstep: Class 20 contains 33423 members 
Mstep: Class 21 contains 45057 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932528.000000 Penalty: 83433.343750
Iteration 426Q: 26 clusters Score -1.269325e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 41581 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47125 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42901 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45258 members 
Mstep: Class 9 contains 41157 members 
Mstep: Class 10 contains 45175 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45211 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42132 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43609 members 
Mstep: Class 17 contains 41718 members 
Mstep: Class 18 contains 39214 members 
Mstep: Class 19 contains 43705 members 
Mstep: Class 20 contains 33429 members 
Mstep: Class 21 contains 45047 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932464.000000 Penalty: 83433.343750
Iteration 427Q: 26 clusters Score -1.269325e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 41582 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47121 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42902 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45241 members 
Mstep: Class 9 contains 41140 members 
Mstep: Class 10 contains 45179 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45221 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42139 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43611 members 
Mstep: Class 17 contains 41714 members 
Mstep: Class 18 contains 39213 members 
Mstep: Class 19 contains 43713 members 
Mstep: Class 20 contains 33428 members 
Mstep: Class 21 contains 45050 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932720.000000 Penalty: 83433.343750
Iteration 428Q: 26 clusters Score -1.269327e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 41582 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47125 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42902 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45229 members 
Mstep: Class 9 contains 41112 members 
Mstep: Class 10 contains 45183 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45221 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42141 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43629 members 
Mstep: Class 17 contains 41710 members 
Mstep: Class 18 contains 39212 members 
Mstep: Class 19 contains 43723 members 
Mstep: Class 20 contains 33430 members 
Mstep: Class 21 contains 45055 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932752.000000 Penalty: 83433.343750
Iteration 429Q: 26 clusters Score -1.269328e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 41584 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47124 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42915 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45212 members 
Mstep: Class 9 contains 41095 members 
Mstep: Class 10 contains 45190 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45220 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42140 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43653 members 
Mstep: Class 17 contains 41705 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 43732 members 
Mstep: Class 20 contains 33424 members 
Mstep: Class 21 contains 45065 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932688.000000 Penalty: 83433.343750
Iteration 430Q: 26 clusters Score -1.269327e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 41580 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47137 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42922 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45209 members 
Mstep: Class 9 contains 41075 members 
Mstep: Class 10 contains 45193 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45224 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42131 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43660 members 
Mstep: Class 17 contains 41707 members 
Mstep: Class 18 contains 39201 members 
Mstep: Class 19 contains 43737 members 
Mstep: Class 20 contains 33424 members 
Mstep: Class 21 contains 45068 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932424.000000 Penalty: 83433.343750
Iteration 431Q: 26 clusters Score -1.269324e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 41582 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47144 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42937 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45204 members 
Mstep: Class 9 contains 41058 members 
Mstep: Class 10 contains 45205 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45214 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42124 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43666 members 
Mstep: Class 17 contains 41701 members 
Mstep: Class 18 contains 39199 members 
Mstep: Class 19 contains 43759 members 
Mstep: Class 20 contains 33421 members 
Mstep: Class 21 contains 45070 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932456.000000 Penalty: 83433.343750
Iteration 432Q: 26 clusters Score -1.269325e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 41584 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47152 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42951 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45212 members 
Mstep: Class 9 contains 41043 members 
Mstep: Class 10 contains 45199 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45219 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42117 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43681 members 
Mstep: Class 17 contains 41692 members 
Mstep: Class 18 contains 39201 members 
Mstep: Class 19 contains 43756 members 
Mstep: Class 20 contains 33423 members 
Mstep: Class 21 contains 45073 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932352.000000 Penalty: 83433.343750
Iteration 433Q: 26 clusters Score -1.269324e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 41588 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47150 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42971 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45227 members 
Mstep: Class 9 contains 41029 members 
Mstep: Class 10 contains 45205 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45221 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42115 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43685 members 
Mstep: Class 17 contains 41695 members 
Mstep: Class 18 contains 39196 members 
Mstep: Class 19 contains 43750 members 
Mstep: Class 20 contains 33424 members 
Mstep: Class 21 contains 45065 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932248.000000 Penalty: 83433.343750
Iteration 434Q: 26 clusters Score -1.269322e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 41587 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47147 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42973 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45246 members 
Mstep: Class 9 contains 41022 members 
Mstep: Class 10 contains 45202 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45225 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42115 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43673 members 
Mstep: Class 17 contains 41706 members 
Mstep: Class 18 contains 39193 members 
Mstep: Class 19 contains 43753 members 
Mstep: Class 20 contains 33420 members 
Mstep: Class 21 contains 45069 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932192.000000 Penalty: 83433.343750
Iteration 435Q: 26 clusters Score -1.269322e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 41585 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47151 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42972 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45258 members 
Mstep: Class 9 contains 41015 members 
Mstep: Class 10 contains 45211 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45229 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42107 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43676 members 
Mstep: Class 17 contains 41707 members 
Mstep: Class 18 contains 39192 members 
Mstep: Class 19 contains 43760 members 
Mstep: Class 20 contains 33419 members 
Mstep: Class 21 contains 45066 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932328.000000 Penalty: 83433.343750
Iteration 436Q: 26 clusters Score -1.269323e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 41585 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47148 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42965 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45260 members 
Mstep: Class 9 contains 41009 members 
Mstep: Class 10 contains 45212 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45247 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42108 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43680 members 
Mstep: Class 17 contains 41702 members 
Mstep: Class 18 contains 39195 members 
Mstep: Class 19 contains 43755 members 
Mstep: Class 20 contains 33422 members 
Mstep: Class 21 contains 45062 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932440.000000 Penalty: 83433.343750
Iteration 437Q: 26 clusters Score -1.269324e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 41586 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47150 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42965 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45246 members 
Mstep: Class 9 contains 41003 members 
Mstep: Class 10 contains 45219 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45252 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42105 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43704 members 
Mstep: Class 17 contains 41694 members 
Mstep: Class 18 contains 39193 members 
Mstep: Class 19 contains 43762 members 
Mstep: Class 20 contains 33418 members 
Mstep: Class 21 contains 45062 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932496.000000 Penalty: 83433.343750
Iteration 438Q: 26 clusters Score -1.269325e+08 nChanged 281
Entering ConstructFrom: 
Score: -126932496.000000 Penalty: 83433.343750
Entering ConstructFrom: 
Trying to split cluster 1 (45818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Entering Unmasked Estep 
Score: -8511171.000000 Penalty: 2661.643311
	Iteration 0F: 2 clusters Score -8511171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -8481257.000000 Penalty: 5323.286621
	Iteration 0F: 3 clusters Score -8481257 nChanged 21131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -8493241.000000 Penalty: 5323.286621
	Iteration 1F: 3 clusters Score -8493241 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -8493953.000000 Penalty: 5323.286621
	Iteration 2Q: 3 clusters Score -8493953 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -8494743.000000 Penalty: 5323.286621
	Iteration 3Q: 3 clusters Score -8494743 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -8495833.000000 Penalty: 5323.286621
	Iteration 4F: 3 clusters Score -8495833 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -8497570.000000 Penalty: 5323.286621
	Iteration 5F: 3 clusters Score -8497570 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -8500220.000000 Penalty: 5323.286621
	Iteration 6F: 3 clusters Score -8500220 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -8503629.000000 Penalty: 5323.286621
	Iteration 7F: 3 clusters Score -8503629 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8506629.000000 Penalty: 5323.286621
	Iteration 8F: 3 clusters Score -8506629 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8507992.000000 Penalty: 5323.286621
	Iteration 9Q: 3 clusters Score -8507992 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8508487.000000 Penalty: 5323.286621
	Iteration 10Q: 3 clusters Score -8508487 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8508674.000000 Penalty: 5323.286621
	Iteration 11Q: 3 clusters Score -8508674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8508767.000000 Penalty: 5323.286621
	Iteration 12Q: 3 clusters Score -8508767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8508833.000000 Penalty: 5323.286621
	Iteration 13Q: 3 clusters Score -8508833 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8508870.000000 Penalty: 5323.286621
	Iteration 14Q: 3 clusters Score -8508870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8508885.000000 Penalty: 5323.286621
	Iteration 15Q: 3 clusters Score -8508885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8508886.000000 Penalty: 5323.286621
	Iteration 16Q: 3 clusters Score -8508886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8508889.000000 Penalty: 5323.286621
	Iteration 17Q: 3 clusters Score -8508889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8508889.000000 Penalty: 5323.286621
	Iteration 18F: 3 clusters Score -8508889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Entering Unmasked Estep 
Score: -7682421.000000 Penalty: 2637.632568
	Iteration 0F: 2 clusters Score -7682421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -7654506.500000 Penalty: 5275.265137
	Iteration 0F: 3 clusters Score -7654506 nChanged 18990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -7664901.500000 Penalty: 5275.265137
	Iteration 1F: 3 clusters Score -7664902 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -7665455.500000 Penalty: 5275.265137
	Iteration 2Q: 3 clusters Score -7665456 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -7666202.500000 Penalty: 5275.265137
	Iteration 3Q: 3 clusters Score -7666202 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -7667273.000000 Penalty: 5275.265137
	Iteration 4Q: 3 clusters Score -7667273 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -7668876.000000 Penalty: 5275.265137
	Iteration 5F: 3 clusters Score -7668876 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -7670984.500000 Penalty: 5275.265137
	Iteration 6F: 3 clusters Score -7670984 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -7673544.000000 Penalty: 5275.265137
	Iteration 7F: 3 clusters Score -7673544 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -7676042.500000 Penalty: 5275.265137
	Iteration 8F: 3 clusters Score -7676042 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -7677979.000000 Penalty: 5275.265137
	Iteration 9F: 3 clusters Score -7677979 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -7678956.500000 Penalty: 5275.265137
	Iteration 10Q: 3 clusters Score -7678956 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -7679404.500000 Penalty: 5275.265137
	Iteration 11Q: 3 clusters Score -7679404 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -7679613.000000 Penalty: 5275.265137
	Iteration 12Q: 3 clusters Score -7679613 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -7679792.500000 Penalty: 5275.265137
	Iteration 13Q: 3 clusters Score -7679792 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -7679965.000000 Penalty: 5275.265137
	Iteration 14Q: 3 clusters Score -7679965 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -7680112.000000 Penalty: 5275.265137
	Iteration 15Q: 3 clusters Score -7680112 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -7680243.000000 Penalty: 5275.265137
	Iteration 16Q: 3 clusters Score -7680243 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -7680352.000000 Penalty: 5275.265137
	Iteration 17Q: 3 clusters Score -7680352 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -7680377.000000 Penalty: 5275.265137
	Iteration 18Q: 3 clusters Score -7680377 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -7680459.500000 Penalty: 5275.265137
	Iteration 19Q: 3 clusters Score -7680460 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -7680535.000000 Penalty: 5275.265137
	Iteration 20F: 3 clusters Score -7680535 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -7680606.000000 Penalty: 5275.265137
	Iteration 21Q: 3 clusters Score -7680606 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -7680627.000000 Penalty: 5275.265137
	Iteration 22Q: 3 clusters Score -7680627 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -7680681.000000 Penalty: 5275.265137
	Iteration 23Q: 3 clusters Score -7680681 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -7680717.500000 Penalty: 5275.265137
	Iteration 24Q: 3 clusters Score -7680718 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -7680724.500000 Penalty: 5275.265137
	Iteration 25Q: 3 clusters Score -7680724 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -7680770.500000 Penalty: 5275.265137
	Iteration 26Q: 3 clusters Score -7680770 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -7680806.500000 Penalty: 5275.265137
	Iteration 27Q: 3 clusters Score -7680806 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -7680842.000000 Penalty: 5275.265137
	Iteration 28Q: 3 clusters Score -7680842 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -7680834.000000 Penalty: 5275.265137
	Iteration 29Q: 3 clusters Score -7680834 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -7680865.000000 Penalty: 5275.265137
	Iteration 30Q: 3 clusters Score -7680865 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -7680888.000000 Penalty: 5275.265137
	Iteration 31Q: 3 clusters Score -7680888 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -7680898.000000 Penalty: 5275.265137
	Iteration 32Q: 3 clusters Score -7680898 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -7680910.500000 Penalty: 5275.265137
	Iteration 33Q: 3 clusters Score -7680910 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -7680932.500000 Penalty: 5275.265137
	Iteration 34Q: 3 clusters Score -7680932 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -7680944.500000 Penalty: 5275.265137
	Iteration 35Q: 3 clusters Score -7680944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -7680964.000000 Penalty: 5275.265137
	Iteration 36Q: 3 clusters Score -7680964 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -7680947.000000 Penalty: 5275.265137
	Iteration 37Q: 3 clusters Score -7680947 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -7680982.500000 Penalty: 5275.265137
	Iteration 38Q: 3 clusters Score -7680982 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -7680995.000000 Penalty: 5275.265137
	Iteration 39Q: 3 clusters Score -7680995 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -7681000.500000 Penalty: 5275.265137
	Iteration 40F: 3 clusters Score -7681000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -7681004.500000 Penalty: 5275.265137
	Iteration 41Q: 3 clusters Score -7681004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -7681013.500000 Penalty: 5275.265137
	Iteration 42Q: 3 clusters Score -7681014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -7681027.000000 Penalty: 5275.265137
	Iteration 43Q: 3 clusters Score -7681027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -7681040.000000 Penalty: 5275.265137
	Iteration 44Q: 3 clusters Score -7681040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -7681037.500000 Penalty: 5275.265137
	Iteration 45Q: 3 clusters Score -7681038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -7681042.500000 Penalty: 5275.265137
	Iteration 46Q: 3 clusters Score -7681042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -7681057.000000 Penalty: 5275.265137
	Iteration 47Q: 3 clusters Score -7681057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -7681079.500000 Penalty: 5275.265137
	Iteration 48Q: 3 clusters Score -7681080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -7681091.000000 Penalty: 5275.265137
	Iteration 49Q: 3 clusters Score -7681091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -7681108.000000 Penalty: 5275.265137
	Iteration 50Q: 3 clusters Score -7681108 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -7681126.500000 Penalty: 5275.265137
	Iteration 51Q: 3 clusters Score -7681126 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -7681121.500000 Penalty: 5275.265137
	Iteration 52Q: 3 clusters Score -7681122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -7681118.000000 Penalty: 5275.265137
	Iteration 53Q: 3 clusters Score -7681118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -7681143.000000 Penalty: 5275.265137
	Iteration 54Q: 3 clusters Score -7681143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -7681151.000000 Penalty: 5275.265137
	Iteration 55Q: 3 clusters Score -7681151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -7681137.000000 Penalty: 5275.265137
	Iteration 56Q: 3 clusters Score -7681137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -7681150.500000 Penalty: 5275.265137
	Iteration 57Q: 3 clusters Score -7681150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -7681162.500000 Penalty: 5275.265137
	Iteration 58Q: 3 clusters Score -7681162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -7681171.000000 Penalty: 5275.265137
	Iteration 59Q: 3 clusters Score -7681171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -7681184.000000 Penalty: 5275.265137
	Iteration 60F: 3 clusters Score -7681184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -7681182.500000 Penalty: 5275.265137
	Iteration 61Q: 3 clusters Score -7681182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -7681177.500000 Penalty: 5275.265137
	Iteration 62Q: 3 clusters Score -7681178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -7681194.500000 Penalty: 5275.265137
	Iteration 63Q: 3 clusters Score -7681194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -7681195.000000 Penalty: 5275.265137
	Iteration 64Q: 3 clusters Score -7681195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -7681199.500000 Penalty: 5275.265137
	Iteration 65Q: 3 clusters Score -7681200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -7681212.000000 Penalty: 5275.265137
	Iteration 66Q: 3 clusters Score -7681212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -7681215.000000 Penalty: 5275.265137
	Iteration 67Q: 3 clusters Score -7681215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -7681195.000000 Penalty: 5275.265137
	Iteration 68Q: 3 clusters Score -7681195 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -7681193.500000 Penalty: 5275.265137
	Iteration 69Q: 3 clusters Score -7681194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -7681214.500000 Penalty: 5275.265137
	Iteration 70Q: 3 clusters Score -7681214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7681204.000000 Penalty: 5275.265137
	Iteration 71Q: 3 clusters Score -7681204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -7681207.000000 Penalty: 5275.265137
	Iteration 72Q: 3 clusters Score -7681207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -7681207.500000 Penalty: 5275.265137
	Iteration 73Q: 3 clusters Score -7681208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -7681213.000000 Penalty: 5275.265137
	Iteration 74Q: 3 clusters Score -7681213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -7681221.500000 Penalty: 5275.265137
	Iteration 75Q: 3 clusters Score -7681222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -7681230.500000 Penalty: 5275.265137
	Iteration 76Q: 3 clusters Score -7681230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7681224.000000 Penalty: 5275.265137
	Iteration 77Q: 3 clusters Score -7681224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -7681225.500000 Penalty: 5275.265137
	Iteration 78Q: 3 clusters Score -7681226 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -7681236.000000 Penalty: 5275.265137
	Iteration 79Q: 3 clusters Score -7681236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -7681249.500000 Penalty: 5275.265137
	Iteration 80F: 3 clusters Score -7681250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -7681269.000000 Penalty: 5275.265137
	Iteration 81Q: 3 clusters Score -7681269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -7681258.500000 Penalty: 5275.265137
	Iteration 82Q: 3 clusters Score -7681258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -7681260.000000 Penalty: 5275.265137
	Iteration 83Q: 3 clusters Score -7681260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -7681268.000000 Penalty: 5275.265137
	Iteration 84Q: 3 clusters Score -7681268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -7681262.500000 Penalty: 5275.265137
	Iteration 85Q: 3 clusters Score -7681262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -7681274.500000 Penalty: 5275.265137
	Iteration 86Q: 3 clusters Score -7681274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -7681272.000000 Penalty: 5275.265137
	Iteration 87Q: 3 clusters Score -7681272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -7681273.500000 Penalty: 5275.265137
	Iteration 88Q: 3 clusters Score -7681274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -7681270.000000 Penalty: 5275.265137
	Iteration 89Q: 3 clusters Score -7681270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -7681274.000000 Penalty: 5275.265137
	Iteration 90Q: 3 clusters Score -7681274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -7681274.000000 Penalty: 5275.265137
	Iteration 91F: 3 clusters Score -7681274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -165584.421875 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -165584.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -163640.421875 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -163640.4 nChanged 323
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: -164257.656250 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -164257.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -164527.875000 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -164527.9 nChanged 62
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: -164693.765625 Penalty: 3454.679688
	Iteration 3F: 3 clusters Score -164693.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -164828.234375 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -164828.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -164952.625000 Penalty: 3454.679688
	Iteration 5Q: 3 clusters Score -164952.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -165053.312500 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -165053.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -165151.687500 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -165151.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -165193.890625 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -165193.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -165231.312500 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -165231.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -165255.859375 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -165255.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -165273.156250 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -165273.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -165285.984375 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -165286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -165293.234375 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -165293.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -165300.140625 Penalty: 3454.679688
	Iteration 14Q: 3 clusters Score -165300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -165307.640625 Penalty: 3454.679688
	Iteration 15Q: 3 clusters Score -165307.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -165326.171875 Penalty: 3454.679688
	Iteration 16Q: 3 clusters Score -165326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -165349.343750 Penalty: 3454.679688
	Iteration 17Q: 3 clusters Score -165349.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -165368.843750 Penalty: 3454.679688
	Iteration 18Q: 3 clusters Score -165368.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -165396.218750 Penalty: 3454.679688
	Iteration 19Q: 3 clusters Score -165396.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -165425.312500 Penalty: 3454.679688
	Iteration 20F: 3 clusters Score -165425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -165444.421875 Penalty: 3454.679688
	Iteration 21Q: 3 clusters Score -165444.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -165456.250000 Penalty: 3454.679688
	Iteration 22Q: 3 clusters Score -165456.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -165456.250000 Penalty: 3454.679688
	Iteration 23F: 3 clusters Score -165456.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Entering Unmasked Estep 
Score: -8734584.000000 Penalty: 2668.760498
	Iteration 0F: 2 clusters Score -8734584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -8705027.000000 Penalty: 5337.520996
	Iteration 0F: 3 clusters Score -8705027 nChanged 21816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -8716991.000000 Penalty: 5337.520996
	Iteration 1F: 3 clusters Score -8716991 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -8717648.000000 Penalty: 5337.520996
	Iteration 2Q: 3 clusters Score -8717648 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -8718321.000000 Penalty: 5337.520996
	Iteration 3Q: 3 clusters Score -8718321 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -8719214.000000 Penalty: 5337.520996
	Iteration 4Q: 3 clusters Score -8719214 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -8720434.000000 Penalty: 5337.520996
	Iteration 5F: 3 clusters Score -8720434 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -8722289.000000 Penalty: 5337.520996
	Iteration 6F: 3 clusters Score -8722289 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -8724806.000000 Penalty: 5337.520996
	Iteration 7F: 3 clusters Score -8724806 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -8727781.000000 Penalty: 5337.520996
	Iteration 8F: 3 clusters Score -8727781 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -8729816.000000 Penalty: 5337.520996
	Iteration 9F: 3 clusters Score -8729816 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -8730855.000000 Penalty: 5337.520996
	Iteration 10Q: 3 clusters Score -8730855 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -8731222.000000 Penalty: 5337.520996
	Iteration 11Q: 3 clusters Score -8731222 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -8731493.000000 Penalty: 5337.520996
	Iteration 12Q: 3 clusters Score -8731493 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -8731666.000000 Penalty: 5337.520996
	Iteration 13Q: 3 clusters Score -8731666 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -8731820.000000 Penalty: 5337.520996
	Iteration 14Q: 3 clusters Score -8731820 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -8731949.000000 Penalty: 5337.520996
	Iteration 15Q: 3 clusters Score -8731949 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -8732099.000000 Penalty: 5337.520996
	Iteration 16Q: 3 clusters Score -8732099 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -8732221.000000 Penalty: 5337.520996
	Iteration 17Q: 3 clusters Score -8732221 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -8732339.000000 Penalty: 5337.520996
	Iteration 18Q: 3 clusters Score -8732339 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -8732434.000000 Penalty: 5337.520996
	Iteration 19Q: 3 clusters Score -8732434 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -8732545.000000 Penalty: 5337.520996
	Iteration 20F: 3 clusters Score -8732545 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -8732608.000000 Penalty: 5337.520996
	Iteration 21Q: 3 clusters Score -8732608 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -8732715.000000 Penalty: 5337.520996
	Iteration 22Q: 3 clusters Score -8732715 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -8732762.000000 Penalty: 5337.520996
	Iteration 23Q: 3 clusters Score -8732762 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -8732866.000000 Penalty: 5337.520996
	Iteration 24Q: 3 clusters Score -8732866 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -8732924.000000 Penalty: 5337.520996
	Iteration 25Q: 3 clusters Score -8732924 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -8733013.000000 Penalty: 5337.520996
	Iteration 26Q: 3 clusters Score -8733013 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -8733055.000000 Penalty: 5337.520996
	Iteration 27Q: 3 clusters Score -8733055 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -8733099.000000 Penalty: 5337.520996
	Iteration 28Q: 3 clusters Score -8733099 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -8733130.000000 Penalty: 5337.520996
	Iteration 29Q: 3 clusters Score -8733130 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -8733182.000000 Penalty: 5337.520996
	Iteration 30Q: 3 clusters Score -8733182 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -8733201.000000 Penalty: 5337.520996
	Iteration 31Q: 3 clusters Score -8733201 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -8733245.000000 Penalty: 5337.520996
	Iteration 32Q: 3 clusters Score -8733245 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -8733279.000000 Penalty: 5337.520996
	Iteration 33Q: 3 clusters Score -8733279 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -8733319.000000 Penalty: 5337.520996
	Iteration 34Q: 3 clusters Score -8733319 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -8733365.000000 Penalty: 5337.520996
	Iteration 35Q: 3 clusters Score -8733365 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -8733438.000000 Penalty: 5337.520996
	Iteration 36Q: 3 clusters Score -8733438 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -8733480.000000 Penalty: 5337.520996
	Iteration 37Q: 3 clusters Score -8733480 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -8733522.000000 Penalty: 5337.520996
	Iteration 38Q: 3 clusters Score -8733522 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -8733553.000000 Penalty: 5337.520996
	Iteration 39Q: 3 clusters Score -8733553 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -8733599.000000 Penalty: 5337.520996
	Iteration 40F: 3 clusters Score -8733599 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -8733643.000000 Penalty: 5337.520996
	Iteration 41Q: 3 clusters Score -8733643 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -8733678.000000 Penalty: 5337.520996
	Iteration 42Q: 3 clusters Score -8733678 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -8733686.000000 Penalty: 5337.520996
	Iteration 43Q: 3 clusters Score -8733686 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -8733694.000000 Penalty: 5337.520996
	Iteration 44Q: 3 clusters Score -8733694 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -8733716.000000 Penalty: 5337.520996
	Iteration 45Q: 3 clusters Score -8733716 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -8733754.000000 Penalty: 5337.520996
	Iteration 46Q: 3 clusters Score -8733754 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -8733763.000000 Penalty: 5337.520996
	Iteration 47Q: 3 clusters Score -8733763 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -8733797.000000 Penalty: 5337.520996
	Iteration 48Q: 3 clusters Score -8733797 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8733782.000000 Penalty: 5337.520996
	Iteration 49Q: 3 clusters Score -8733782 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -8733758.000000 Penalty: 5337.520996
	Iteration 50Q: 3 clusters Score -8733758 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -8733777.000000 Penalty: 5337.520996
	Iteration 51Q: 3 clusters Score -8733777 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -8733748.000000 Penalty: 5337.520996
	Iteration 52Q: 3 clusters Score -8733748 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8733684.000000 Penalty: 5337.520996
	Iteration 53Q: 3 clusters Score -8733684 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8733596.000000 Penalty: 5337.520996
	Iteration 54Q: 3 clusters Score -8733596 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -8733561.000000 Penalty: 5337.520996
	Iteration 55Q: 3 clusters Score -8733561 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -8733465.000000 Penalty: 5337.520996
	Iteration 56Q: 3 clusters Score -8733465 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -8733450.000000 Penalty: 5337.520996
	Iteration 57Q: 3 clusters Score -8733450 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -8733434.000000 Penalty: 5337.520996
	Iteration 58Q: 3 clusters Score -8733434 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -8733405.000000 Penalty: 5337.520996
	Iteration 59Q: 3 clusters Score -8733405 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8733341.000000 Penalty: 5337.520996
	Iteration 60F: 3 clusters Score -8733341 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -8733327.000000 Penalty: 5337.520996
	Iteration 61Q: 3 clusters Score -8733327 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -8733338.000000 Penalty: 5337.520996
	Iteration 62Q: 3 clusters Score -8733338 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -8733317.000000 Penalty: 5337.520996
	Iteration 63Q: 3 clusters Score -8733317 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -8733293.000000 Penalty: 5337.520996
	Iteration 64Q: 3 clusters Score -8733293 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -8733267.000000 Penalty: 5337.520996
	Iteration 65Q: 3 clusters Score -8733267 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -8733245.000000 Penalty: 5337.520996
	Iteration 66Q: 3 clusters Score -8733245 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -8733246.000000 Penalty: 5337.520996
	Iteration 67Q: 3 clusters Score -8733246 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8733218.000000 Penalty: 5337.520996
	Iteration 68Q: 3 clusters Score -8733218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -8733199.000000 Penalty: 5337.520996
	Iteration 69Q: 3 clusters Score -8733199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -8733173.000000 Penalty: 5337.520996
	Iteration 70Q: 3 clusters Score -8733173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -8733169.000000 Penalty: 5337.520996
	Iteration 71Q: 3 clusters Score -8733169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -8733167.000000 Penalty: 5337.520996
	Iteration 72Q: 3 clusters Score -8733167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -8733160.000000 Penalty: 5337.520996
	Iteration 73Q: 3 clusters Score -8733160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -8733160.000000 Penalty: 5337.520996
	Iteration 74Q: 3 clusters Score -8733160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -8733166.000000 Penalty: 5337.520996
	Iteration 75Q: 3 clusters Score -8733166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -8733155.000000 Penalty: 5337.520996
	Iteration 76Q: 3 clusters Score -8733155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -8733153.000000 Penalty: 5337.520996
	Iteration 77Q: 3 clusters Score -8733153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -8733148.000000 Penalty: 5337.520996
	Iteration 78Q: 3 clusters Score -8733148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8733138.000000 Penalty: 5337.520996
	Iteration 79Q: 3 clusters Score -8733138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -8733153.000000 Penalty: 5337.520996
	Iteration 80F: 3 clusters Score -8733153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -8733146.000000 Penalty: 5337.520996
	Iteration 81Q: 3 clusters Score -8733146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -8733142.000000 Penalty: 5337.520996
	Iteration 82Q: 3 clusters Score -8733142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -8733147.000000 Penalty: 5337.520996
	Iteration 83Q: 3 clusters Score -8733147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -8733155.000000 Penalty: 5337.520996
	Iteration 84Q: 3 clusters Score -8733155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -8733152.000000 Penalty: 5337.520996
	Iteration 85Q: 3 clusters Score -8733152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -8733151.000000 Penalty: 5337.520996
	Iteration 86Q: 3 clusters Score -8733151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -8733153.000000 Penalty: 5337.520996
	Iteration 87Q: 3 clusters Score -8733153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -8733148.000000 Penalty: 5337.520996
	Iteration 88Q: 3 clusters Score -8733148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -8733148.000000 Penalty: 5337.520996
	Iteration 89Q: 3 clusters Score -8733148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -8733144.000000 Penalty: 5337.520996
	Iteration 90Q: 3 clusters Score -8733144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -8733149.000000 Penalty: 5337.520996
	Iteration 91Q: 3 clusters Score -8733149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -8733146.000000 Penalty: 5337.520996
	Iteration 92Q: 3 clusters Score -8733146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -8733146.000000 Penalty: 5337.520996
	Iteration 93F: 3 clusters Score -8733146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -447706.187500 Penalty: 1951.516846
	Iteration 0F: 2 clusters Score -447706.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -444739.968750 Penalty: 3903.033691
	Iteration 0F: 3 clusters Score -444740 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -445521.906250 Penalty: 3903.033691
	Iteration 1F: 3 clusters Score -445521.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -445914.375000 Penalty: 3903.033691
	Iteration 2F: 3 clusters Score -445914.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -446287.218750 Penalty: 3903.033691
	Iteration 3F: 3 clusters Score -446287.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -446605.781250 Penalty: 3903.033691
	Iteration 4F: 3 clusters Score -446605.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -446831.281250 Penalty: 3903.033691
	Iteration 5F: 3 clusters Score -446831.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -446990.062500 Penalty: 3903.033691
	Iteration 6F: 3 clusters Score -446990.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -447111.718750 Penalty: 3903.033691
	Iteration 7Q: 3 clusters Score -447111.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -447196.156250 Penalty: 3903.033691
	Iteration 8Q: 3 clusters Score -447196.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -447242.531250 Penalty: 3903.033691
	Iteration 9Q: 3 clusters Score -447242.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -447268.937500 Penalty: 3903.033691
	Iteration 10Q: 3 clusters Score -447268.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -447281.187500 Penalty: 3903.033691
	Iteration 11Q: 3 clusters Score -447281.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -447285.437500 Penalty: 3903.033691
	Iteration 12Q: 3 clusters Score -447285.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -447290.093750 Penalty: 3903.033691
	Iteration 13Q: 3 clusters Score -447290.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -447290.093750 Penalty: 3903.033691
	Iteration 14F: 3 clusters Score -447290.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Entering Unmasked Estep 
Score: -7968382.000000 Penalty: 2645.710693
	Iteration 0F: 2 clusters Score -7968382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -7939991.000000 Penalty: 5291.421387
	Iteration 0F: 3 clusters Score -7939991 nChanged 19639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -7950994.500000 Penalty: 5291.421387
	Iteration 1F: 3 clusters Score -7950994 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -7951649.000000 Penalty: 5291.421387
	Iteration 2Q: 3 clusters Score -7951649 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -7952295.500000 Penalty: 5291.421387
	Iteration 3Q: 3 clusters Score -7952296 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -7953123.500000 Penalty: 5291.421387
	Iteration 4Q: 3 clusters Score -7953124 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -7954384.500000 Penalty: 5291.421387
	Iteration 5F: 3 clusters Score -7954384 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -7955930.000000 Penalty: 5291.421387
	Iteration 6F: 3 clusters Score -7955930 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -7957902.000000 Penalty: 5291.421387
	Iteration 7F: 3 clusters Score -7957902 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -7960067.000000 Penalty: 5291.421387
	Iteration 8F: 3 clusters Score -7960067 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -7961814.000000 Penalty: 5291.421387
	Iteration 9F: 3 clusters Score -7961814 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -7962901.000000 Penalty: 5291.421387
	Iteration 10Q: 3 clusters Score -7962901 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -7963629.000000 Penalty: 5291.421387
	Iteration 11Q: 3 clusters Score -7963629 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -7964143.500000 Penalty: 5291.421387
	Iteration 12Q: 3 clusters Score -7964144 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -7964494.500000 Penalty: 5291.421387
	Iteration 13Q: 3 clusters Score -7964494 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -7964817.000000 Penalty: 5291.421387
	Iteration 14Q: 3 clusters Score -7964817 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -7965054.500000 Penalty: 5291.421387
	Iteration 15Q: 3 clusters Score -7965054 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -7965357.500000 Penalty: 5291.421387
	Iteration 16Q: 3 clusters Score -7965358 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -7965509.000000 Penalty: 5291.421387
	Iteration 17Q: 3 clusters Score -7965509 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -7965662.500000 Penalty: 5291.421387
	Iteration 18Q: 3 clusters Score -7965662 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -7965848.500000 Penalty: 5291.421387
	Iteration 19Q: 3 clusters Score -7965848 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -7965980.000000 Penalty: 5291.421387
	Iteration 20F: 3 clusters Score -7965980 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -7966099.000000 Penalty: 5291.421387
	Iteration 21Q: 3 clusters Score -7966099 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -7966193.500000 Penalty: 5291.421387
	Iteration 22Q: 3 clusters Score -7966194 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -7966266.500000 Penalty: 5291.421387
	Iteration 23Q: 3 clusters Score -7966266 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -7966353.000000 Penalty: 5291.421387
	Iteration 24Q: 3 clusters Score -7966353 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -7966408.000000 Penalty: 5291.421387
	Iteration 25Q: 3 clusters Score -7966408 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -7966456.500000 Penalty: 5291.421387
	Iteration 26Q: 3 clusters Score -7966456 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -7966483.000000 Penalty: 5291.421387
	Iteration 27Q: 3 clusters Score -7966483 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -7966524.000000 Penalty: 5291.421387
	Iteration 28Q: 3 clusters Score -7966524 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -7966515.500000 Penalty: 5291.421387
	Iteration 29Q: 3 clusters Score -7966516 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -7966513.500000 Penalty: 5291.421387
	Iteration 30Q: 3 clusters Score -7966514 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -7966519.500000 Penalty: 5291.421387
	Iteration 31Q: 3 clusters Score -7966520 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -7966541.000000 Penalty: 5291.421387
	Iteration 32Q: 3 clusters Score -7966541 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -7966572.500000 Penalty: 5291.421387
	Iteration 33Q: 3 clusters Score -7966572 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -7966589.000000 Penalty: 5291.421387
	Iteration 34Q: 3 clusters Score -7966589 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -7966583.000000 Penalty: 5291.421387
	Iteration 35Q: 3 clusters Score -7966583 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -7966590.500000 Penalty: 5291.421387
	Iteration 36Q: 3 clusters Score -7966590 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -7966592.000000 Penalty: 5291.421387
	Iteration 37Q: 3 clusters Score -7966592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -7966580.000000 Penalty: 5291.421387
	Iteration 38Q: 3 clusters Score -7966580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -7966569.500000 Penalty: 5291.421387
	Iteration 39Q: 3 clusters Score -7966570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -7966563.500000 Penalty: 5291.421387
	Iteration 40F: 3 clusters Score -7966564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -7966567.000000 Penalty: 5291.421387
	Iteration 41Q: 3 clusters Score -7966567 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -7966565.000000 Penalty: 5291.421387
	Iteration 42Q: 3 clusters Score -7966565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -7966562.500000 Penalty: 5291.421387
	Iteration 43Q: 3 clusters Score -7966562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -7966570.000000 Penalty: 5291.421387
	Iteration 44Q: 3 clusters Score -7966570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -7966586.500000 Penalty: 5291.421387
	Iteration 45Q: 3 clusters Score -7966586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -7966563.000000 Penalty: 5291.421387
	Iteration 46Q: 3 clusters Score -7966563 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -7966555.500000 Penalty: 5291.421387
	Iteration 47Q: 3 clusters Score -7966556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -7966563.000000 Penalty: 5291.421387
	Iteration 48Q: 3 clusters Score -7966563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -7966561.500000 Penalty: 5291.421387
	Iteration 49Q: 3 clusters Score -7966562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -7966562.500000 Penalty: 5291.421387
	Iteration 50Q: 3 clusters Score -7966562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -7966560.000000 Penalty: 5291.421387
	Iteration 51Q: 3 clusters Score -7966560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -7966546.500000 Penalty: 5291.421387
	Iteration 52Q: 3 clusters Score -7966546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -7966539.500000 Penalty: 5291.421387
	Iteration 53Q: 3 clusters Score -7966540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -7966536.500000 Penalty: 5291.421387
	Iteration 54Q: 3 clusters Score -7966536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -7966535.500000 Penalty: 5291.421387
	Iteration 55Q: 3 clusters Score -7966536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -7966545.500000 Penalty: 5291.421387
	Iteration 56Q: 3 clusters Score -7966546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -7966544.500000 Penalty: 5291.421387
	Iteration 57Q: 3 clusters Score -7966544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -7966546.000000 Penalty: 5291.421387
	Iteration 58Q: 3 clusters Score -7966546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -7966545.000000 Penalty: 5291.421387
	Iteration 59Q: 3 clusters Score -7966545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -7966548.500000 Penalty: 5291.421387
	Iteration 60F: 3 clusters Score -7966548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -7966541.500000 Penalty: 5291.421387
	Iteration 61Q: 3 clusters Score -7966542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -7966534.000000 Penalty: 5291.421387
	Iteration 62Q: 3 clusters Score -7966534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -7966531.500000 Penalty: 5291.421387
	Iteration 63Q: 3 clusters Score -7966532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -7966535.000000 Penalty: 5291.421387
	Iteration 64Q: 3 clusters Score -7966535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -7966538.000000 Penalty: 5291.421387
	Iteration 65Q: 3 clusters Score -7966538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -7966543.000000 Penalty: 5291.421387
	Iteration 66Q: 3 clusters Score -7966543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -7966546.500000 Penalty: 5291.421387
	Iteration 67Q: 3 clusters Score -7966546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -7966541.000000 Penalty: 5291.421387
	Iteration 68Q: 3 clusters Score -7966541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -7966541.000000 Penalty: 5291.421387
	Iteration 69Q: 3 clusters Score -7966541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -7966536.500000 Penalty: 5291.421387
	Iteration 70Q: 3 clusters Score -7966536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -7966536.500000 Penalty: 5291.421387
	Iteration 71F: 3 clusters Score -7966536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -51589.320312 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -51589.32 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 171 members 
Entering Unmasked Estep 
Score: -50384.746094 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -50384.75 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -50545.132812 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -50545.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50699.015625 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -50699.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -50768.414062 Penalty: 2842.129395
	Iteration 3F: 3 clusters Score -50768.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50791.843750 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -50791.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50803.968750 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -50803.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50823.941406 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -50823.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50846.425781 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -50846.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50852.144531 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -50852.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50852.460938 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -50852.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50852.460938 Penalty: 2842.129395
	Iteration 10F: 3 clusters Score -50852.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Entering Unmasked Estep 
Score: -8402718.000000 Penalty: 2658.533203
	Iteration 0F: 2 clusters Score -8402718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -8373418.000000 Penalty: 5317.066406
	Iteration 0F: 3 clusters Score -8373418 nChanged 20707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -8384771.500000 Penalty: 5317.066406
	Iteration 1F: 3 clusters Score -8384772 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -8385155.500000 Penalty: 5317.066406
	Iteration 2Q: 3 clusters Score -8385156 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -8385555.500000 Penalty: 5317.066406
	Iteration 3Q: 3 clusters Score -8385556 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -8385923.500000 Penalty: 5317.066406
	Iteration 4Q: 3 clusters Score -8385924 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -8386338.500000 Penalty: 5317.066406
	Iteration 5Q: 3 clusters Score -8386338 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -8386941.500000 Penalty: 5317.066406
	Iteration 6Q: 3 clusters Score -8386942 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -8387881.000000 Penalty: 5317.066406
	Iteration 7Q: 3 clusters Score -8387881 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -8389158.000000 Penalty: 5317.066406
	Iteration 8F: 3 clusters Score -8389158 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -8390901.000000 Penalty: 5317.066406
	Iteration 9F: 3 clusters Score -8390901 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -8393224.000000 Penalty: 5317.066406
	Iteration 10F: 3 clusters Score -8393224 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -8395543.000000 Penalty: 5317.066406
	Iteration 11F: 3 clusters Score -8395543 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -8397210.000000 Penalty: 5317.066406
	Iteration 12Q: 3 clusters Score -8397210 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -8398020.000000 Penalty: 5317.066406
	Iteration 13Q: 3 clusters Score -8398020 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -8398428.000000 Penalty: 5317.066406
	Iteration 14Q: 3 clusters Score -8398428 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -8398655.000000 Penalty: 5317.066406
	Iteration 15Q: 3 clusters Score -8398655 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -8398819.000000 Penalty: 5317.066406
	Iteration 16Q: 3 clusters Score -8398819 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -8399023.000000 Penalty: 5317.066406
	Iteration 17Q: 3 clusters Score -8399023 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -8399207.000000 Penalty: 5317.066406
	Iteration 18Q: 3 clusters Score -8399207 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -8399295.000000 Penalty: 5317.066406
	Iteration 19Q: 3 clusters Score -8399295 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -8399426.000000 Penalty: 5317.066406
	Iteration 20F: 3 clusters Score -8399426 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -8399516.000000 Penalty: 5317.066406
	Iteration 21Q: 3 clusters Score -8399516 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -8399597.000000 Penalty: 5317.066406
	Iteration 22Q: 3 clusters Score -8399597 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -8399693.000000 Penalty: 5317.066406
	Iteration 23Q: 3 clusters Score -8399693 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -8399728.000000 Penalty: 5317.066406
	Iteration 24Q: 3 clusters Score -8399728 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -8399807.000000 Penalty: 5317.066406
	Iteration 25Q: 3 clusters Score -8399807 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -8399859.000000 Penalty: 5317.066406
	Iteration 26Q: 3 clusters Score -8399859 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -8399941.000000 Penalty: 5317.066406
	Iteration 27Q: 3 clusters Score -8399941 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -8399968.000000 Penalty: 5317.066406
	Iteration 28Q: 3 clusters Score -8399968 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -8400022.000000 Penalty: 5317.066406
	Iteration 29Q: 3 clusters Score -8400022 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -8400088.000000 Penalty: 5317.066406
	Iteration 30Q: 3 clusters Score -8400088 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -8400112.000000 Penalty: 5317.066406
	Iteration 31Q: 3 clusters Score -8400112 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -8400158.000000 Penalty: 5317.066406
	Iteration 32Q: 3 clusters Score -8400158 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -8400196.000000 Penalty: 5317.066406
	Iteration 33Q: 3 clusters Score -8400196 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -8400228.000000 Penalty: 5317.066406
	Iteration 34Q: 3 clusters Score -8400228 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -8400305.000000 Penalty: 5317.066406
	Iteration 35Q: 3 clusters Score -8400305 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -8400369.000000 Penalty: 5317.066406
	Iteration 36Q: 3 clusters Score -8400369 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -8400420.000000 Penalty: 5317.066406
	Iteration 37Q: 3 clusters Score -8400420 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -8400498.000000 Penalty: 5317.066406
	Iteration 38Q: 3 clusters Score -8400498 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -8400538.000000 Penalty: 5317.066406
	Iteration 39Q: 3 clusters Score -8400538 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -8400557.000000 Penalty: 5317.066406
	Iteration 40F: 3 clusters Score -8400557 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -8400601.000000 Penalty: 5317.066406
	Iteration 41Q: 3 clusters Score -8400601 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -8400653.000000 Penalty: 5317.066406
	Iteration 42Q: 3 clusters Score -8400653 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -8400687.000000 Penalty: 5317.066406
	Iteration 43Q: 3 clusters Score -8400687 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -8400720.000000 Penalty: 5317.066406
	Iteration 44Q: 3 clusters Score -8400720 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -8400752.000000 Penalty: 5317.066406
	Iteration 45Q: 3 clusters Score -8400752 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -8400767.000000 Penalty: 5317.066406
	Iteration 46Q: 3 clusters Score -8400767 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -8400781.000000 Penalty: 5317.066406
	Iteration 47Q: 3 clusters Score -8400781 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -8400779.000000 Penalty: 5317.066406
	Iteration 48Q: 3 clusters Score -8400779 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8400745.000000 Penalty: 5317.066406
	Iteration 49Q: 3 clusters Score -8400745 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -8400768.000000 Penalty: 5317.066406
	Iteration 50Q: 3 clusters Score -8400768 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -8400748.000000 Penalty: 5317.066406
	Iteration 51Q: 3 clusters Score -8400748 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -8400740.000000 Penalty: 5317.066406
	Iteration 52Q: 3 clusters Score -8400740 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -8400728.000000 Penalty: 5317.066406
	Iteration 53Q: 3 clusters Score -8400728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8400721.000000 Penalty: 5317.066406
	Iteration 54Q: 3 clusters Score -8400721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8400719.000000 Penalty: 5317.066406
	Iteration 55Q: 3 clusters Score -8400719 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8400712.000000 Penalty: 5317.066406
	Iteration 56Q: 3 clusters Score -8400712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -8400725.000000 Penalty: 5317.066406
	Iteration 57Q: 3 clusters Score -8400725 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8400726.000000 Penalty: 5317.066406
	Iteration 58Q: 3 clusters Score -8400726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -8400714.000000 Penalty: 5317.066406
	Iteration 59Q: 3 clusters Score -8400714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -8400726.000000 Penalty: 5317.066406
	Iteration 60F: 3 clusters Score -8400726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -8400724.000000 Penalty: 5317.066406
	Iteration 61Q: 3 clusters Score -8400724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -8400730.000000 Penalty: 5317.066406
	Iteration 62Q: 3 clusters Score -8400730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8400732.000000 Penalty: 5317.066406
	Iteration 63Q: 3 clusters Score -8400732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8400722.000000 Penalty: 5317.066406
	Iteration 64Q: 3 clusters Score -8400722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -8400724.000000 Penalty: 5317.066406
	Iteration 65Q: 3 clusters Score -8400724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -8400725.000000 Penalty: 5317.066406
	Iteration 66Q: 3 clusters Score -8400725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -8400711.000000 Penalty: 5317.066406
	Iteration 67Q: 3 clusters Score -8400711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -8400726.000000 Penalty: 5317.066406
	Iteration 68Q: 3 clusters Score -8400726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -8400718.000000 Penalty: 5317.066406
	Iteration 69Q: 3 clusters Score -8400718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -8400709.000000 Penalty: 5317.066406
	Iteration 70Q: 3 clusters Score -8400709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -8400702.000000 Penalty: 5317.066406
	Iteration 71Q: 3 clusters Score -8400702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -8400703.000000 Penalty: 5317.066406
	Iteration 72Q: 3 clusters Score -8400703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -8400693.000000 Penalty: 5317.066406
	Iteration 73Q: 3 clusters Score -8400693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -8400698.000000 Penalty: 5317.066406
	Iteration 74Q: 3 clusters Score -8400698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -8400700.000000 Penalty: 5317.066406
	Iteration 75Q: 3 clusters Score -8400700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -8400693.000000 Penalty: 5317.066406
	Iteration 76Q: 3 clusters Score -8400693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8400692.000000 Penalty: 5317.066406
	Iteration 77Q: 3 clusters Score -8400692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -8400699.000000 Penalty: 5317.066406
	Iteration 78Q: 3 clusters Score -8400699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -8400699.000000 Penalty: 5317.066406
	Iteration 79F: 3 clusters Score -8400699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Entering Unmasked Estep 
Score: -7533266.500000 Penalty: 2634.016602
	Iteration 0F: 2 clusters Score -7533266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -7505671.000000 Penalty: 5268.033203
	Iteration 0F: 3 clusters Score -7505671 nChanged 18764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -7516275.500000 Penalty: 5268.033203
	Iteration 1F: 3 clusters Score -7516276 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -7517129.000000 Penalty: 5268.033203
	Iteration 2Q: 3 clusters Score -7517129 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -7518198.500000 Penalty: 5268.033203
	Iteration 3Q: 3 clusters Score -7518198 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -7519453.500000 Penalty: 5268.033203
	Iteration 4F: 3 clusters Score -7519454 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -7520952.500000 Penalty: 5268.033203
	Iteration 5F: 3 clusters Score -7520952 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -7522792.000000 Penalty: 5268.033203
	Iteration 6F: 3 clusters Score -7522792 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -7524721.000000 Penalty: 5268.033203
	Iteration 7F: 3 clusters Score -7524721 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -7526294.500000 Penalty: 5268.033203
	Iteration 8F: 3 clusters Score -7526294 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -7527113.500000 Penalty: 5268.033203
	Iteration 9Q: 3 clusters Score -7527114 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -7527586.500000 Penalty: 5268.033203
	Iteration 10Q: 3 clusters Score -7527586 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -7528002.500000 Penalty: 5268.033203
	Iteration 11Q: 3 clusters Score -7528002 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -7528437.500000 Penalty: 5268.033203
	Iteration 12Q: 3 clusters Score -7528438 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -7528840.500000 Penalty: 5268.033203
	Iteration 13Q: 3 clusters Score -7528840 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -7529147.500000 Penalty: 5268.033203
	Iteration 14Q: 3 clusters Score -7529148 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -7529406.000000 Penalty: 5268.033203
	Iteration 15Q: 3 clusters Score -7529406 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -7529680.000000 Penalty: 5268.033203
	Iteration 16Q: 3 clusters Score -7529680 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -7529898.000000 Penalty: 5268.033203
	Iteration 17Q: 3 clusters Score -7529898 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -7530067.000000 Penalty: 5268.033203
	Iteration 18Q: 3 clusters Score -7530067 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -7530196.500000 Penalty: 5268.033203
	Iteration 19Q: 3 clusters Score -7530196 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -7530308.000000 Penalty: 5268.033203
	Iteration 20F: 3 clusters Score -7530308 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -7530401.500000 Penalty: 5268.033203
	Iteration 21Q: 3 clusters Score -7530402 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -7530534.000000 Penalty: 5268.033203
	Iteration 22Q: 3 clusters Score -7530534 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -7530629.000000 Penalty: 5268.033203
	Iteration 23Q: 3 clusters Score -7530629 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -7530721.000000 Penalty: 5268.033203
	Iteration 24Q: 3 clusters Score -7530721 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -7530771.500000 Penalty: 5268.033203
	Iteration 25Q: 3 clusters Score -7530772 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -7530839.000000 Penalty: 5268.033203
	Iteration 26Q: 3 clusters Score -7530839 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -7530917.500000 Penalty: 5268.033203
	Iteration 27Q: 3 clusters Score -7530918 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -7530960.000000 Penalty: 5268.033203
	Iteration 28Q: 3 clusters Score -7530960 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -7531040.000000 Penalty: 5268.033203
	Iteration 29Q: 3 clusters Score -7531040 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -7531068.000000 Penalty: 5268.033203
	Iteration 30Q: 3 clusters Score -7531068 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -7531105.000000 Penalty: 5268.033203
	Iteration 31Q: 3 clusters Score -7531105 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -7531136.500000 Penalty: 5268.033203
	Iteration 32Q: 3 clusters Score -7531136 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -7531194.000000 Penalty: 5268.033203
	Iteration 33Q: 3 clusters Score -7531194 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -7531216.000000 Penalty: 5268.033203
	Iteration 34Q: 3 clusters Score -7531216 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -7531208.000000 Penalty: 5268.033203
	Iteration 35Q: 3 clusters Score -7531208 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -7531211.500000 Penalty: 5268.033203
	Iteration 36Q: 3 clusters Score -7531212 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -7531242.500000 Penalty: 5268.033203
	Iteration 37Q: 3 clusters Score -7531242 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -7531253.000000 Penalty: 5268.033203
	Iteration 38Q: 3 clusters Score -7531253 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -7531281.500000 Penalty: 5268.033203
	Iteration 39Q: 3 clusters Score -7531282 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -7531275.500000 Penalty: 5268.033203
	Iteration 40F: 3 clusters Score -7531276 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -7531277.500000 Penalty: 5268.033203
	Iteration 41Q: 3 clusters Score -7531278 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -7531284.000000 Penalty: 5268.033203
	Iteration 42Q: 3 clusters Score -7531284 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -7531303.500000 Penalty: 5268.033203
	Iteration 43Q: 3 clusters Score -7531304 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -7531307.500000 Penalty: 5268.033203
	Iteration 44Q: 3 clusters Score -7531308 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -7531303.500000 Penalty: 5268.033203
	Iteration 45Q: 3 clusters Score -7531304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -7531290.000000 Penalty: 5268.033203
	Iteration 46Q: 3 clusters Score -7531290 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -7531294.000000 Penalty: 5268.033203
	Iteration 47Q: 3 clusters Score -7531294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -7531316.500000 Penalty: 5268.033203
	Iteration 48Q: 3 clusters Score -7531316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -7531323.000000 Penalty: 5268.033203
	Iteration 49Q: 3 clusters Score -7531323 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -7531322.500000 Penalty: 5268.033203
	Iteration 50Q: 3 clusters Score -7531322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -7531337.000000 Penalty: 5268.033203
	Iteration 51Q: 3 clusters Score -7531337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -7531331.000000 Penalty: 5268.033203
	Iteration 52Q: 3 clusters Score -7531331 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -7531340.500000 Penalty: 5268.033203
	Iteration 53Q: 3 clusters Score -7531340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -7531346.000000 Penalty: 5268.033203
	Iteration 54Q: 3 clusters Score -7531346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -7531319.500000 Penalty: 5268.033203
	Iteration 55Q: 3 clusters Score -7531320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -7531320.000000 Penalty: 5268.033203
	Iteration 56Q: 3 clusters Score -7531320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -7531311.500000 Penalty: 5268.033203
	Iteration 57Q: 3 clusters Score -7531312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -7531311.000000 Penalty: 5268.033203
	Iteration 58Q: 3 clusters Score -7531311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -7531326.000000 Penalty: 5268.033203
	Iteration 59Q: 3 clusters Score -7531326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -7531334.500000 Penalty: 5268.033203
	Iteration 60F: 3 clusters Score -7531334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -7531324.500000 Penalty: 5268.033203
	Iteration 61Q: 3 clusters Score -7531324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -7531329.000000 Penalty: 5268.033203
	Iteration 62Q: 3 clusters Score -7531329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -7531340.000000 Penalty: 5268.033203
	Iteration 63Q: 3 clusters Score -7531340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -7531344.000000 Penalty: 5268.033203
	Iteration 64Q: 3 clusters Score -7531344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -7531347.000000 Penalty: 5268.033203
	Iteration 65Q: 3 clusters Score -7531347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -7531357.000000 Penalty: 5268.033203
	Iteration 66Q: 3 clusters Score -7531357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -7531351.500000 Penalty: 5268.033203
	Iteration 67Q: 3 clusters Score -7531352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -7531343.000000 Penalty: 5268.033203
	Iteration 68Q: 3 clusters Score -7531343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -7531352.000000 Penalty: 5268.033203
	Iteration 69Q: 3 clusters Score -7531352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -7531350.000000 Penalty: 5268.033203
	Iteration 70Q: 3 clusters Score -7531350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -7531355.500000 Penalty: 5268.033203
	Iteration 71Q: 3 clusters Score -7531356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -7531363.500000 Penalty: 5268.033203
	Iteration 72Q: 3 clusters Score -7531364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -7531351.500000 Penalty: 5268.033203
	Iteration 73Q: 3 clusters Score -7531352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -7531358.000000 Penalty: 5268.033203
	Iteration 74Q: 3 clusters Score -7531358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -7531356.000000 Penalty: 5268.033203
	Iteration 75Q: 3 clusters Score -7531356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -7531363.000000 Penalty: 5268.033203
	Iteration 76Q: 3 clusters Score -7531363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -7531367.500000 Penalty: 5268.033203
	Iteration 77Q: 3 clusters Score -7531368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -7531352.500000 Penalty: 5268.033203
	Iteration 78Q: 3 clusters Score -7531352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -7531348.500000 Penalty: 5268.033203
	Iteration 79Q: 3 clusters Score -7531348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -7531345.500000 Penalty: 5268.033203
	Iteration 80F: 3 clusters Score -7531346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -7531348.000000 Penalty: 5268.033203
	Iteration 81Q: 3 clusters Score -7531348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -7531340.000000 Penalty: 5268.033203
	Iteration 82Q: 3 clusters Score -7531340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -7531342.500000 Penalty: 5268.033203
	Iteration 83Q: 3 clusters Score -7531342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -7531343.500000 Penalty: 5268.033203
	Iteration 84Q: 3 clusters Score -7531344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -7531344.000000 Penalty: 5268.033203
	Iteration 85Q: 3 clusters Score -7531344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -7531343.000000 Penalty: 5268.033203
	Iteration 86Q: 3 clusters Score -7531343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -7531345.000000 Penalty: 5268.033203
	Iteration 87Q: 3 clusters Score -7531345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -7531350.500000 Penalty: 5268.033203
	Iteration 88Q: 3 clusters Score -7531350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -7531350.500000 Penalty: 5268.033203
	Iteration 89F: 3 clusters Score -7531350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Entering Unmasked Estep 
Score: -8366856.500000 Penalty: 2658.412598
	Iteration 0F: 2 clusters Score -8366856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -8337921.000000 Penalty: 5316.825195
	Iteration 0F: 3 clusters Score -8337921 nChanged 20673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -8349268.000000 Penalty: 5316.825195
	Iteration 1F: 3 clusters Score -8349268 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -8349821.500000 Penalty: 5316.825195
	Iteration 2Q: 3 clusters Score -8349822 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -8350318.000000 Penalty: 5316.825195
	Iteration 3Q: 3 clusters Score -8350318 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -8351057.500000 Penalty: 5316.825195
	Iteration 4Q: 3 clusters Score -8351058 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -8352117.500000 Penalty: 5316.825195
	Iteration 5Q: 3 clusters Score -8352118 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -8353748.000000 Penalty: 5316.825195
	Iteration 6F: 3 clusters Score -8353748 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -8356064.500000 Penalty: 5316.825195
	Iteration 7F: 3 clusters Score -8356064 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -8358825.500000 Penalty: 5316.825195
	Iteration 8F: 3 clusters Score -8358826 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -8361674.000000 Penalty: 5316.825195
	Iteration 9F: 3 clusters Score -8361674 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -8363797.000000 Penalty: 5316.825195
	Iteration 10Q: 3 clusters Score -8363797 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -8364903.000000 Penalty: 5316.825195
	Iteration 11Q: 3 clusters Score -8364903 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -8365327.000000 Penalty: 5316.825195
	Iteration 12Q: 3 clusters Score -8365327 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -8365484.500000 Penalty: 5316.825195
	Iteration 13Q: 3 clusters Score -8365484 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -8365557.500000 Penalty: 5316.825195
	Iteration 14Q: 3 clusters Score -8365558 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -8365610.500000 Penalty: 5316.825195
	Iteration 15Q: 3 clusters Score -8365610 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -8365659.000000 Penalty: 5316.825195
	Iteration 16Q: 3 clusters Score -8365659 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -8365713.000000 Penalty: 5316.825195
	Iteration 17Q: 3 clusters Score -8365713 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -8365731.500000 Penalty: 5316.825195
	Iteration 18Q: 3 clusters Score -8365732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -8365765.000000 Penalty: 5316.825195
	Iteration 19Q: 3 clusters Score -8365765 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -8365769.500000 Penalty: 5316.825195
	Iteration 20F: 3 clusters Score -8365770 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -8365789.500000 Penalty: 5316.825195
	Iteration 21Q: 3 clusters Score -8365790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -8365794.500000 Penalty: 5316.825195
	Iteration 22Q: 3 clusters Score -8365794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -8365793.000000 Penalty: 5316.825195
	Iteration 23Q: 3 clusters Score -8365793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -8365806.500000 Penalty: 5316.825195
	Iteration 24Q: 3 clusters Score -8365806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -8365837.000000 Penalty: 5316.825195
	Iteration 25Q: 3 clusters Score -8365837 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -8365841.000000 Penalty: 5316.825195
	Iteration 26Q: 3 clusters Score -8365841 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8365853.500000 Penalty: 5316.825195
	Iteration 27Q: 3 clusters Score -8365854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -8365859.500000 Penalty: 5316.825195
	Iteration 28Q: 3 clusters Score -8365860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -8365855.000000 Penalty: 5316.825195
	Iteration 29Q: 3 clusters Score -8365855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -8365884.000000 Penalty: 5316.825195
	Iteration 30Q: 3 clusters Score -8365884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -8365904.000000 Penalty: 5316.825195
	Iteration 31Q: 3 clusters Score -8365904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -8365939.000000 Penalty: 5316.825195
	Iteration 32Q: 3 clusters Score -8365939 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -8365950.000000 Penalty: 5316.825195
	Iteration 33Q: 3 clusters Score -8365950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8365954.000000 Penalty: 5316.825195
	Iteration 34Q: 3 clusters Score -8365954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -8365955.000000 Penalty: 5316.825195
	Iteration 35Q: 3 clusters Score -8365955 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -8365968.000000 Penalty: 5316.825195
	Iteration 36Q: 3 clusters Score -8365968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8365965.000000 Penalty: 5316.825195
	Iteration 37Q: 3 clusters Score -8365965 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -8365966.500000 Penalty: 5316.825195
	Iteration 38Q: 3 clusters Score -8365966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -8365958.000000 Penalty: 5316.825195
	Iteration 39Q: 3 clusters Score -8365958 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -8365978.500000 Penalty: 5316.825195
	Iteration 40F: 3 clusters Score -8365978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -8365979.000000 Penalty: 5316.825195
	Iteration 41Q: 3 clusters Score -8365979 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -8365968.000000 Penalty: 5316.825195
	Iteration 42Q: 3 clusters Score -8365968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -8365977.000000 Penalty: 5316.825195
	Iteration 43Q: 3 clusters Score -8365977 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8365997.500000 Penalty: 5316.825195
	Iteration 44Q: 3 clusters Score -8365998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8366000.000000 Penalty: 5316.825195
	Iteration 45Q: 3 clusters Score -8366000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -8365986.500000 Penalty: 5316.825195
	Iteration 46Q: 3 clusters Score -8365986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8365971.500000 Penalty: 5316.825195
	Iteration 47Q: 3 clusters Score -8365972 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8365948.500000 Penalty: 5316.825195
	Iteration 48Q: 3 clusters Score -8365948 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8365947.500000 Penalty: 5316.825195
	Iteration 49Q: 3 clusters Score -8365948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8365906.500000 Penalty: 5316.825195
	Iteration 50Q: 3 clusters Score -8365906 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8365874.000000 Penalty: 5316.825195
	Iteration 51Q: 3 clusters Score -8365874 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8365865.500000 Penalty: 5316.825195
	Iteration 52Q: 3 clusters Score -8365866 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8365859.000000 Penalty: 5316.825195
	Iteration 53Q: 3 clusters Score -8365859 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8365856.500000 Penalty: 5316.825195
	Iteration 54Q: 3 clusters Score -8365856 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8365829.000000 Penalty: 5316.825195
	Iteration 55Q: 3 clusters Score -8365829 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8365797.500000 Penalty: 5316.825195
	Iteration 56Q: 3 clusters Score -8365798 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8365765.000000 Penalty: 5316.825195
	Iteration 57Q: 3 clusters Score -8365765 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8365726.500000 Penalty: 5316.825195
	Iteration 58Q: 3 clusters Score -8365726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8365708.000000 Penalty: 5316.825195
	Iteration 59Q: 3 clusters Score -8365708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8365703.500000 Penalty: 5316.825195
	Iteration 60F: 3 clusters Score -8365704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8365668.000000 Penalty: 5316.825195
	Iteration 61Q: 3 clusters Score -8365668 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8365670.500000 Penalty: 5316.825195
	Iteration 62Q: 3 clusters Score -8365670 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8365650.500000 Penalty: 5316.825195
	Iteration 63Q: 3 clusters Score -8365650 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8365636.500000 Penalty: 5316.825195
	Iteration 64Q: 3 clusters Score -8365636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8365619.500000 Penalty: 5316.825195
	Iteration 65Q: 3 clusters Score -8365620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8365609.500000 Penalty: 5316.825195
	Iteration 66Q: 3 clusters Score -8365610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8365601.500000 Penalty: 5316.825195
	Iteration 67Q: 3 clusters Score -8365602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8365580.500000 Penalty: 5316.825195
	Iteration 68Q: 3 clusters Score -8365580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8365568.500000 Penalty: 5316.825195
	Iteration 69Q: 3 clusters Score -8365568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8365568.500000 Penalty: 5316.825195
	Iteration 70Q: 3 clusters Score -8365568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8365564.500000 Penalty: 5316.825195
	Iteration 71Q: 3 clusters Score -8365564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8365556.500000 Penalty: 5316.825195
	Iteration 72Q: 3 clusters Score -8365556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8365569.500000 Penalty: 5316.825195
	Iteration 73Q: 3 clusters Score -8365570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8365546.500000 Penalty: 5316.825195
	Iteration 74Q: 3 clusters Score -8365546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8365545.500000 Penalty: 5316.825195
	Iteration 75Q: 3 clusters Score -8365546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8365540.000000 Penalty: 5316.825195
	Iteration 76Q: 3 clusters Score -8365540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8365527.000000 Penalty: 5316.825195
	Iteration 77Q: 3 clusters Score -8365527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8365525.000000 Penalty: 5316.825195
	Iteration 78Q: 3 clusters Score -8365525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8365520.500000 Penalty: 5316.825195
	Iteration 79Q: 3 clusters Score -8365520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8365522.000000 Penalty: 5316.825195
	Iteration 80F: 3 clusters Score -8365522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8365512.500000 Penalty: 5316.825195
	Iteration 81Q: 3 clusters Score -8365512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8365517.500000 Penalty: 5316.825195
	Iteration 82Q: 3 clusters Score -8365518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8365513.500000 Penalty: 5316.825195
	Iteration 83Q: 3 clusters Score -8365514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8365509.500000 Penalty: 5316.825195
	Iteration 84Q: 3 clusters Score -8365510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8365503.500000 Penalty: 5316.825195
	Iteration 85Q: 3 clusters Score -8365504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8365511.000000 Penalty: 5316.825195
	Iteration 86Q: 3 clusters Score -8365511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8365504.000000 Penalty: 5316.825195
	Iteration 87Q: 3 clusters Score -8365504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8365511.500000 Penalty: 5316.825195
	Iteration 88Q: 3 clusters Score -8365512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8365510.000000 Penalty: 5316.825195
	Iteration 89Q: 3 clusters Score -8365510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8365507.500000 Penalty: 5316.825195
	Iteration 90Q: 3 clusters Score -8365508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8365508.500000 Penalty: 5316.825195
	Iteration 91Q: 3 clusters Score -8365508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8365507.000000 Penalty: 5316.825195
	Iteration 92Q: 3 clusters Score -8365507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8365507.000000 Penalty: 5316.825195
	Iteration 93Q: 3 clusters Score -8365507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8365504.000000 Penalty: 5316.825195
	Iteration 94Q: 3 clusters Score -8365504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8365490.000000 Penalty: 5316.825195
	Iteration 95Q: 3 clusters Score -8365490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8365493.000000 Penalty: 5316.825195
	Iteration 96Q: 3 clusters Score -8365493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8365493.500000 Penalty: 5316.825195
	Iteration 97Q: 3 clusters Score -8365494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8365493.500000 Penalty: 5316.825195
	Iteration 98F: 3 clusters Score -8365494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -179931.234375 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -179931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -178000.703125 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -178000.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -178394.203125 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -178394.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -178521.843750 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -178521.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -178576.718750 Penalty: 3437.525391
	Iteration 3Q: 3 clusters Score -178576.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -178614.265625 Penalty: 3437.525391
	Iteration 4Q: 3 clusters Score -178614.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -178633.734375 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -178633.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -178651.515625 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -178651.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -178661.406250 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -178661.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -178670.281250 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -178670.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -178684.437500 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -178684.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -178693.125000 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -178693.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -178709.359375 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -178709.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -178713.296875 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -178713.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -178717.281250 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -178717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -178719.296875 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -178719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -178719.890625 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -178719.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -178719.890625 Penalty: 3437.525391
	Iteration 16F: 3 clusters Score -178719.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Entering Unmasked Estep 
Score: -8383784.000000 Penalty: 2658.555176
	Iteration 0F: 2 clusters Score -8383784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -8353755.000000 Penalty: 5317.110352
	Iteration 0F: 3 clusters Score -8353755 nChanged 20826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -8365083.500000 Penalty: 5317.110352
	Iteration 1F: 3 clusters Score -8365084 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -8365481.000000 Penalty: 5317.110352
	Iteration 2Q: 3 clusters Score -8365481 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -8365842.500000 Penalty: 5317.110352
	Iteration 3Q: 3 clusters Score -8365842 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -8366257.500000 Penalty: 5317.110352
	Iteration 4Q: 3 clusters Score -8366258 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -8366655.500000 Penalty: 5317.110352
	Iteration 5Q: 3 clusters Score -8366656 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -8367082.500000 Penalty: 5317.110352
	Iteration 6Q: 3 clusters Score -8367082 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -8367585.500000 Penalty: 5317.110352
	Iteration 7Q: 3 clusters Score -8367586 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -8368260.500000 Penalty: 5317.110352
	Iteration 8Q: 3 clusters Score -8368260 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -8369176.000000 Penalty: 5317.110352
	Iteration 9Q: 3 clusters Score -8369176 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -8370483.000000 Penalty: 5317.110352
	Iteration 10F: 3 clusters Score -8370483 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -8372215.000000 Penalty: 5317.110352
	Iteration 11F: 3 clusters Score -8372215 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -8374460.500000 Penalty: 5317.110352
	Iteration 12F: 3 clusters Score -8374460 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -8376674.000000 Penalty: 5317.110352
	Iteration 13Q: 3 clusters Score -8376674 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -8378102.500000 Penalty: 5317.110352
	Iteration 14Q: 3 clusters Score -8378102 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -8378827.000000 Penalty: 5317.110352
	Iteration 15Q: 3 clusters Score -8378827 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -8379116.000000 Penalty: 5317.110352
	Iteration 16Q: 3 clusters Score -8379116 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -8379343.000000 Penalty: 5317.110352
	Iteration 17Q: 3 clusters Score -8379343 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -8379530.000000 Penalty: 5317.110352
	Iteration 18Q: 3 clusters Score -8379530 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -8379647.500000 Penalty: 5317.110352
	Iteration 19Q: 3 clusters Score -8379648 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -8379742.500000 Penalty: 5317.110352
	Iteration 20F: 3 clusters Score -8379742 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -8379757.000000 Penalty: 5317.110352
	Iteration 21Q: 3 clusters Score -8379757 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -8379813.000000 Penalty: 5317.110352
	Iteration 22Q: 3 clusters Score -8379813 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -8379837.000000 Penalty: 5317.110352
	Iteration 23Q: 3 clusters Score -8379837 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -8379852.000000 Penalty: 5317.110352
	Iteration 24Q: 3 clusters Score -8379852 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -8379884.000000 Penalty: 5317.110352
	Iteration 25Q: 3 clusters Score -8379884 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -8379866.500000 Penalty: 5317.110352
	Iteration 26Q: 3 clusters Score -8379866 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -8379863.000000 Penalty: 5317.110352
	Iteration 27Q: 3 clusters Score -8379863 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -8379851.500000 Penalty: 5317.110352
	Iteration 28Q: 3 clusters Score -8379852 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -8379850.000000 Penalty: 5317.110352
	Iteration 29Q: 3 clusters Score -8379850 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -8379808.500000 Penalty: 5317.110352
	Iteration 30Q: 3 clusters Score -8379808 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -8379798.000000 Penalty: 5317.110352
	Iteration 31Q: 3 clusters Score -8379798 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -8379815.500000 Penalty: 5317.110352
	Iteration 32Q: 3 clusters Score -8379816 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -8379815.000000 Penalty: 5317.110352
	Iteration 33Q: 3 clusters Score -8379815 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -8379811.500000 Penalty: 5317.110352
	Iteration 34Q: 3 clusters Score -8379812 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -8379807.500000 Penalty: 5317.110352
	Iteration 35Q: 3 clusters Score -8379808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -8379825.000000 Penalty: 5317.110352
	Iteration 36Q: 3 clusters Score -8379825 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -8379809.500000 Penalty: 5317.110352
	Iteration 37Q: 3 clusters Score -8379810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -8379819.000000 Penalty: 5317.110352
	Iteration 38Q: 3 clusters Score -8379819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -8379811.500000 Penalty: 5317.110352
	Iteration 39Q: 3 clusters Score -8379812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -8379824.000000 Penalty: 5317.110352
	Iteration 40F: 3 clusters Score -8379824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -8379832.000000 Penalty: 5317.110352
	Iteration 41Q: 3 clusters Score -8379832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -8379827.500000 Penalty: 5317.110352
	Iteration 42Q: 3 clusters Score -8379828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -8379844.000000 Penalty: 5317.110352
	Iteration 43Q: 3 clusters Score -8379844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -8379826.000000 Penalty: 5317.110352
	Iteration 44Q: 3 clusters Score -8379826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -8379812.500000 Penalty: 5317.110352
	Iteration 45Q: 3 clusters Score -8379812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -8379814.500000 Penalty: 5317.110352
	Iteration 46Q: 3 clusters Score -8379814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -8379808.000000 Penalty: 5317.110352
	Iteration 47Q: 3 clusters Score -8379808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -8379804.500000 Penalty: 5317.110352
	Iteration 48Q: 3 clusters Score -8379804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -8379800.000000 Penalty: 5317.110352
	Iteration 49Q: 3 clusters Score -8379800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -8379794.500000 Penalty: 5317.110352
	Iteration 50Q: 3 clusters Score -8379794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -8379790.500000 Penalty: 5317.110352
	Iteration 51Q: 3 clusters Score -8379790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -8379794.500000 Penalty: 5317.110352
	Iteration 52Q: 3 clusters Score -8379794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -8379791.500000 Penalty: 5317.110352
	Iteration 53Q: 3 clusters Score -8379792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -8379784.000000 Penalty: 5317.110352
	Iteration 54Q: 3 clusters Score -8379784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -8379780.000000 Penalty: 5317.110352
	Iteration 55Q: 3 clusters Score -8379780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -8379783.500000 Penalty: 5317.110352
	Iteration 56Q: 3 clusters Score -8379784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -8379793.500000 Penalty: 5317.110352
	Iteration 57Q: 3 clusters Score -8379794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -8379787.500000 Penalty: 5317.110352
	Iteration 58Q: 3 clusters Score -8379788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -8379791.500000 Penalty: 5317.110352
	Iteration 59Q: 3 clusters Score -8379792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -8379778.000000 Penalty: 5317.110352
	Iteration 60F: 3 clusters Score -8379778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -8379772.000000 Penalty: 5317.110352
	Iteration 61Q: 3 clusters Score -8379772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -8379771.000000 Penalty: 5317.110352
	Iteration 62Q: 3 clusters Score -8379771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -8379769.500000 Penalty: 5317.110352
	Iteration 63Q: 3 clusters Score -8379770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -8379768.000000 Penalty: 5317.110352
	Iteration 64Q: 3 clusters Score -8379768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -8379769.000000 Penalty: 5317.110352
	Iteration 65Q: 3 clusters Score -8379769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -8379777.500000 Penalty: 5317.110352
	Iteration 66Q: 3 clusters Score -8379778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -8379767.500000 Penalty: 5317.110352
	Iteration 67Q: 3 clusters Score -8379768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -8379761.000000 Penalty: 5317.110352
	Iteration 68Q: 3 clusters Score -8379761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -8379767.000000 Penalty: 5317.110352
	Iteration 69Q: 3 clusters Score -8379767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -8379759.500000 Penalty: 5317.110352
	Iteration 70Q: 3 clusters Score -8379760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -8379774.000000 Penalty: 5317.110352
	Iteration 71Q: 3 clusters Score -8379774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -8379768.000000 Penalty: 5317.110352
	Iteration 72Q: 3 clusters Score -8379768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -8379765.500000 Penalty: 5317.110352
	Iteration 73Q: 3 clusters Score -8379766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -8379766.000000 Penalty: 5317.110352
	Iteration 74Q: 3 clusters Score -8379766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -8379772.000000 Penalty: 5317.110352
	Iteration 75Q: 3 clusters Score -8379772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -8379772.000000 Penalty: 5317.110352
	Iteration 76Q: 3 clusters Score -8379772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -8379767.000000 Penalty: 5317.110352
	Iteration 77Q: 3 clusters Score -8379767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -8379772.000000 Penalty: 5317.110352
	Iteration 78Q: 3 clusters Score -8379772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -8379774.500000 Penalty: 5317.110352
	Iteration 79Q: 3 clusters Score -8379774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -8379780.500000 Penalty: 5317.110352
	Iteration 80F: 3 clusters Score -8379780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -8379780.000000 Penalty: 5317.110352
	Iteration 81Q: 3 clusters Score -8379780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -8379776.000000 Penalty: 5317.110352
	Iteration 82Q: 3 clusters Score -8379776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -8379770.000000 Penalty: 5317.110352
	Iteration 83Q: 3 clusters Score -8379770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -8379772.000000 Penalty: 5317.110352
	Iteration 84Q: 3 clusters Score -8379772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -8379773.500000 Penalty: 5317.110352
	Iteration 85Q: 3 clusters Score -8379774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -8379768.500000 Penalty: 5317.110352
	Iteration 86Q: 3 clusters Score -8379768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -8379775.000000 Penalty: 5317.110352
	Iteration 87Q: 3 clusters Score -8379775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -8379776.500000 Penalty: 5317.110352
	Iteration 88Q: 3 clusters Score -8379776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -8379777.500000 Penalty: 5317.110352
	Iteration 89Q: 3 clusters Score -8379778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -8379777.500000 Penalty: 5317.110352
	Iteration 90F: 3 clusters Score -8379778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -19757.708984 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -19757.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18652.242188 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -18652.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18797.136719 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -18797.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18826.396484 Penalty: 2722.513184
	Iteration 2Q: 3 clusters Score -18826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18843.373047 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -18843.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18875.341797 Penalty: 2722.513184
	Iteration 4Q: 3 clusters Score -18875.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18883.292969 Penalty: 2722.513184
	Iteration 5Q: 3 clusters Score -18883.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18884.582031 Penalty: 2722.513184
	Iteration 6Q: 3 clusters Score -18884.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18884.582031 Penalty: 2722.513184
	Iteration 7F: 3 clusters Score -18884.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Entering Unmasked Estep 
Score: -7835752.500000 Penalty: 2640.719971
	Iteration 0F: 2 clusters Score -7835752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -7808289.500000 Penalty: 5281.439941
	Iteration 0F: 3 clusters Score -7808290 nChanged 19393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -7818742.000000 Penalty: 5281.439941
	Iteration 1F: 3 clusters Score -7818742 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -7819280.500000 Penalty: 5281.439941
	Iteration 2Q: 3 clusters Score -7819280 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -7819855.000000 Penalty: 5281.439941
	Iteration 3Q: 3 clusters Score -7819855 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -7820420.500000 Penalty: 5281.439941
	Iteration 4Q: 3 clusters Score -7820420 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -7821072.500000 Penalty: 5281.439941
	Iteration 5Q: 3 clusters Score -7821072 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -7821813.000000 Penalty: 5281.439941
	Iteration 6Q: 3 clusters Score -7821813 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -7822806.000000 Penalty: 5281.439941
	Iteration 7Q: 3 clusters Score -7822806 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -7824223.000000 Penalty: 5281.439941
	Iteration 8F: 3 clusters Score -7824223 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -7826033.500000 Penalty: 5281.439941
	Iteration 9F: 3 clusters Score -7826034 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -7827770.000000 Penalty: 5281.439941
	Iteration 10F: 3 clusters Score -7827770 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -7828947.500000 Penalty: 5281.439941
	Iteration 11Q: 3 clusters Score -7828948 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -7829511.500000 Penalty: 5281.439941
	Iteration 12Q: 3 clusters Score -7829512 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -7829790.500000 Penalty: 5281.439941
	Iteration 13Q: 3 clusters Score -7829790 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -7830012.500000 Penalty: 5281.439941
	Iteration 14Q: 3 clusters Score -7830012 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -7830246.000000 Penalty: 5281.439941
	Iteration 15Q: 3 clusters Score -7830246 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -7830461.000000 Penalty: 5281.439941
	Iteration 16Q: 3 clusters Score -7830461 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -7830664.500000 Penalty: 5281.439941
	Iteration 17Q: 3 clusters Score -7830664 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -7830866.500000 Penalty: 5281.439941
	Iteration 18Q: 3 clusters Score -7830866 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -7831046.000000 Penalty: 5281.439941
	Iteration 19Q: 3 clusters Score -7831046 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -7831279.000000 Penalty: 5281.439941
	Iteration 20F: 3 clusters Score -7831279 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -7831433.500000 Penalty: 5281.439941
	Iteration 21Q: 3 clusters Score -7831434 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -7831584.000000 Penalty: 5281.439941
	Iteration 22Q: 3 clusters Score -7831584 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -7831759.000000 Penalty: 5281.439941
	Iteration 23Q: 3 clusters Score -7831759 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -7831957.000000 Penalty: 5281.439941
	Iteration 24Q: 3 clusters Score -7831957 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -7832131.500000 Penalty: 5281.439941
	Iteration 25Q: 3 clusters Score -7832132 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -7832283.500000 Penalty: 5281.439941
	Iteration 26Q: 3 clusters Score -7832284 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 33781 members 
Entering Unmasked Estep 
Score: -7832432.000000 Penalty: 5281.439941
	Iteration 27Q: 3 clusters Score -7832432 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -7832572.500000 Penalty: 5281.439941
	Iteration 28Q: 3 clusters Score -7832572 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -7832695.000000 Penalty: 5281.439941
	Iteration 29Q: 3 clusters Score -7832695 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -7832830.000000 Penalty: 5281.439941
	Iteration 30Q: 3 clusters Score -7832830 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -7832954.000000 Penalty: 5281.439941
	Iteration 31Q: 3 clusters Score -7832954 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -7833025.000000 Penalty: 5281.439941
	Iteration 32Q: 3 clusters Score -7833025 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -7833149.500000 Penalty: 5281.439941
	Iteration 33Q: 3 clusters Score -7833150 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -7833191.500000 Penalty: 5281.439941
	Iteration 34Q: 3 clusters Score -7833192 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -7833233.000000 Penalty: 5281.439941
	Iteration 35Q: 3 clusters Score -7833233 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -7833282.500000 Penalty: 5281.439941
	Iteration 36Q: 3 clusters Score -7833282 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -7833347.000000 Penalty: 5281.439941
	Iteration 37Q: 3 clusters Score -7833347 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -7833377.500000 Penalty: 5281.439941
	Iteration 38Q: 3 clusters Score -7833378 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -7833413.500000 Penalty: 5281.439941
	Iteration 39Q: 3 clusters Score -7833414 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -7833438.500000 Penalty: 5281.439941
	Iteration 40F: 3 clusters Score -7833438 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -7833447.000000 Penalty: 5281.439941
	Iteration 41Q: 3 clusters Score -7833447 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -7833498.000000 Penalty: 5281.439941
	Iteration 42Q: 3 clusters Score -7833498 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -7833521.500000 Penalty: 5281.439941
	Iteration 43Q: 3 clusters Score -7833522 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -7833523.500000 Penalty: 5281.439941
	Iteration 44Q: 3 clusters Score -7833524 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -7833552.500000 Penalty: 5281.439941
	Iteration 45Q: 3 clusters Score -7833552 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -7833555.000000 Penalty: 5281.439941
	Iteration 46Q: 3 clusters Score -7833555 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -7833578.500000 Penalty: 5281.439941
	Iteration 47Q: 3 clusters Score -7833578 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -7833572.000000 Penalty: 5281.439941
	Iteration 48Q: 3 clusters Score -7833572 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -7833592.000000 Penalty: 5281.439941
	Iteration 49Q: 3 clusters Score -7833592 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -7833579.500000 Penalty: 5281.439941
	Iteration 50Q: 3 clusters Score -7833580 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -7833583.500000 Penalty: 5281.439941
	Iteration 51Q: 3 clusters Score -7833584 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -7833607.500000 Penalty: 5281.439941
	Iteration 52Q: 3 clusters Score -7833608 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -7833616.000000 Penalty: 5281.439941
	Iteration 53Q: 3 clusters Score -7833616 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -7833626.500000 Penalty: 5281.439941
	Iteration 54Q: 3 clusters Score -7833626 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -7833644.000000 Penalty: 5281.439941
	Iteration 55Q: 3 clusters Score -7833644 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -7833671.000000 Penalty: 5281.439941
	Iteration 56Q: 3 clusters Score -7833671 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -7833677.500000 Penalty: 5281.439941
	Iteration 57Q: 3 clusters Score -7833678 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -7833694.000000 Penalty: 5281.439941
	Iteration 58Q: 3 clusters Score -7833694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -7833675.500000 Penalty: 5281.439941
	Iteration 59Q: 3 clusters Score -7833676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -7833678.000000 Penalty: 5281.439941
	Iteration 60F: 3 clusters Score -7833678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -7833682.000000 Penalty: 5281.439941
	Iteration 61Q: 3 clusters Score -7833682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -7833689.500000 Penalty: 5281.439941
	Iteration 62Q: 3 clusters Score -7833690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -7833683.500000 Penalty: 5281.439941
	Iteration 63Q: 3 clusters Score -7833684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -7833690.500000 Penalty: 5281.439941
	Iteration 64Q: 3 clusters Score -7833690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -7833686.500000 Penalty: 5281.439941
	Iteration 65Q: 3 clusters Score -7833686 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -7833683.500000 Penalty: 5281.439941
	Iteration 66Q: 3 clusters Score -7833684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -7833679.000000 Penalty: 5281.439941
	Iteration 67Q: 3 clusters Score -7833679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -7833680.000000 Penalty: 5281.439941
	Iteration 68Q: 3 clusters Score -7833680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -7833672.500000 Penalty: 5281.439941
	Iteration 69Q: 3 clusters Score -7833672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -7833680.500000 Penalty: 5281.439941
	Iteration 70Q: 3 clusters Score -7833680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -7833692.000000 Penalty: 5281.439941
	Iteration 71Q: 3 clusters Score -7833692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -7833677.000000 Penalty: 5281.439941
	Iteration 72Q: 3 clusters Score -7833677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -7833682.000000 Penalty: 5281.439941
	Iteration 73Q: 3 clusters Score -7833682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -7833686.500000 Penalty: 5281.439941
	Iteration 74Q: 3 clusters Score -7833686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -7833690.500000 Penalty: 5281.439941
	Iteration 75Q: 3 clusters Score -7833690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -7833699.000000 Penalty: 5281.439941
	Iteration 76Q: 3 clusters Score -7833699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -7833710.500000 Penalty: 5281.439941
	Iteration 77Q: 3 clusters Score -7833710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -7833701.000000 Penalty: 5281.439941
	Iteration 78Q: 3 clusters Score -7833701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -7833704.500000 Penalty: 5281.439941
	Iteration 79Q: 3 clusters Score -7833704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -7833716.000000 Penalty: 5281.439941
	Iteration 80F: 3 clusters Score -7833716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -7833715.000000 Penalty: 5281.439941
	Iteration 81Q: 3 clusters Score -7833715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -7833707.000000 Penalty: 5281.439941
	Iteration 82Q: 3 clusters Score -7833707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -7833716.000000 Penalty: 5281.439941
	Iteration 83Q: 3 clusters Score -7833716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -7833711.000000 Penalty: 5281.439941
	Iteration 84Q: 3 clusters Score -7833711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -7833714.000000 Penalty: 5281.439941
	Iteration 85Q: 3 clusters Score -7833714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -7833715.500000 Penalty: 5281.439941
	Iteration 86Q: 3 clusters Score -7833716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -7833719.500000 Penalty: 5281.439941
	Iteration 87Q: 3 clusters Score -7833720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -7833711.500000 Penalty: 5281.439941
	Iteration 88Q: 3 clusters Score -7833712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -7833717.000000 Penalty: 5281.439941
	Iteration 89Q: 3 clusters Score -7833717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -7833710.000000 Penalty: 5281.439941
	Iteration 90Q: 3 clusters Score -7833710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -7833706.000000 Penalty: 5281.439941
	Iteration 91Q: 3 clusters Score -7833706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -7833703.000000 Penalty: 5281.439941
	Iteration 92Q: 3 clusters Score -7833703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -7833704.000000 Penalty: 5281.439941
	Iteration 93Q: 3 clusters Score -7833704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -7833700.000000 Penalty: 5281.439941
	Iteration 94Q: 3 clusters Score -7833700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -7833705.000000 Penalty: 5281.439941
	Iteration 95Q: 3 clusters Score -7833705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -7833705.000000 Penalty: 5281.439941
	Iteration 96F: 3 clusters Score -7833705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -73560.960938 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -73560.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72024.906250 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -72024.91 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72394.585938 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -72394.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -72627.046875 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -72627.05 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72958.843750 Penalty: 3146.564697
	Iteration 3F: 3 clusters Score -72958.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -73102.195312 Penalty: 3146.564697
	Iteration 4F: 3 clusters Score -73102.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -73151.757812 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -73151.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73196.492188 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -73196.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -73272.289062 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -73272.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73323.234375 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -73323.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73334.414062 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -73334.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73338.468750 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -73338.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73345.710938 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -73345.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73345.710938 Penalty: 3146.564697
	Iteration 12F: 3 clusters Score -73345.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Entering Unmasked Estep 
Score: -8146032.000000 Penalty: 2649.985107
	Iteration 0F: 2 clusters Score -8146032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -8117793.000000 Penalty: 5299.970215
	Iteration 0F: 3 clusters Score -8117793 nChanged 20280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -8129008.000000 Penalty: 5299.970215
	Iteration 1F: 3 clusters Score -8129008 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -8129500.000000 Penalty: 5299.970215
	Iteration 2Q: 3 clusters Score -8129500 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -8129969.500000 Penalty: 5299.970215
	Iteration 3Q: 3 clusters Score -8129970 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -8130430.000000 Penalty: 5299.970215
	Iteration 4Q: 3 clusters Score -8130430 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -8130977.000000 Penalty: 5299.970215
	Iteration 5Q: 3 clusters Score -8130977 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -8131847.500000 Penalty: 5299.970215
	Iteration 6Q: 3 clusters Score -8131848 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -8133104.000000 Penalty: 5299.970215
	Iteration 7F: 3 clusters Score -8133104 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -8134939.500000 Penalty: 5299.970215
	Iteration 8F: 3 clusters Score -8134940 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -8137356.000000 Penalty: 5299.970215
	Iteration 9F: 3 clusters Score -8137356 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -8139703.000000 Penalty: 5299.970215
	Iteration 10F: 3 clusters Score -8139703 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -8141437.000000 Penalty: 5299.970215
	Iteration 11Q: 3 clusters Score -8141437 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -8142395.500000 Penalty: 5299.970215
	Iteration 12Q: 3 clusters Score -8142396 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -8142851.500000 Penalty: 5299.970215
	Iteration 13Q: 3 clusters Score -8142852 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -8143096.000000 Penalty: 5299.970215
	Iteration 14Q: 3 clusters Score -8143096 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -8143254.500000 Penalty: 5299.970215
	Iteration 15Q: 3 clusters Score -8143254 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -8143384.000000 Penalty: 5299.970215
	Iteration 16Q: 3 clusters Score -8143384 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -8143460.500000 Penalty: 5299.970215
	Iteration 17Q: 3 clusters Score -8143460 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -8143499.000000 Penalty: 5299.970215
	Iteration 18Q: 3 clusters Score -8143499 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -8143506.000000 Penalty: 5299.970215
	Iteration 19Q: 3 clusters Score -8143506 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -8143527.500000 Penalty: 5299.970215
	Iteration 20F: 3 clusters Score -8143528 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -8143582.000000 Penalty: 5299.970215
	Iteration 21Q: 3 clusters Score -8143582 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -8143618.500000 Penalty: 5299.970215
	Iteration 22Q: 3 clusters Score -8143618 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8143666.000000 Penalty: 5299.970215
	Iteration 23Q: 3 clusters Score -8143666 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8143727.500000 Penalty: 5299.970215
	Iteration 24Q: 3 clusters Score -8143728 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8143753.500000 Penalty: 5299.970215
	Iteration 25Q: 3 clusters Score -8143754 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8143818.500000 Penalty: 5299.970215
	Iteration 26Q: 3 clusters Score -8143818 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8143875.000000 Penalty: 5299.970215
	Iteration 27Q: 3 clusters Score -8143875 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8143936.500000 Penalty: 5299.970215
	Iteration 28Q: 3 clusters Score -8143936 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8143955.500000 Penalty: 5299.970215
	Iteration 29Q: 3 clusters Score -8143956 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8143943.000000 Penalty: 5299.970215
	Iteration 30Q: 3 clusters Score -8143943 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8143967.000000 Penalty: 5299.970215
	Iteration 31Q: 3 clusters Score -8143967 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8143985.500000 Penalty: 5299.970215
	Iteration 32Q: 3 clusters Score -8143986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8143967.500000 Penalty: 5299.970215
	Iteration 33Q: 3 clusters Score -8143968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8143993.000000 Penalty: 5299.970215
	Iteration 34Q: 3 clusters Score -8143993 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8143975.500000 Penalty: 5299.970215
	Iteration 35Q: 3 clusters Score -8143976 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8143990.500000 Penalty: 5299.970215
	Iteration 36Q: 3 clusters Score -8143990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8143983.000000 Penalty: 5299.970215
	Iteration 37Q: 3 clusters Score -8143983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8143979.500000 Penalty: 5299.970215
	Iteration 38Q: 3 clusters Score -8143980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8143984.000000 Penalty: 5299.970215
	Iteration 39Q: 3 clusters Score -8143984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8143985.500000 Penalty: 5299.970215
	Iteration 40F: 3 clusters Score -8143986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8143992.500000 Penalty: 5299.970215
	Iteration 41Q: 3 clusters Score -8143992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8143983.000000 Penalty: 5299.970215
	Iteration 42Q: 3 clusters Score -8143983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8143987.000000 Penalty: 5299.970215
	Iteration 43Q: 3 clusters Score -8143987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8143988.500000 Penalty: 5299.970215
	Iteration 44Q: 3 clusters Score -8143988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8143988.500000 Penalty: 5299.970215
	Iteration 45F: 3 clusters Score -8143988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Entering Unmasked Estep 
Score: -7651386.000000 Penalty: 2638.293701
	Iteration 0F: 2 clusters Score -7651386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -7623178.500000 Penalty: 5276.587402
	Iteration 0F: 3 clusters Score -7623178 nChanged 19124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -7633491.000000 Penalty: 5276.587402
	Iteration 1F: 3 clusters Score -7633491 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -7634060.000000 Penalty: 5276.587402
	Iteration 2Q: 3 clusters Score -7634060 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -7634733.500000 Penalty: 5276.587402
	Iteration 3Q: 3 clusters Score -7634734 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -7635540.500000 Penalty: 5276.587402
	Iteration 4Q: 3 clusters Score -7635540 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -7636454.000000 Penalty: 5276.587402
	Iteration 5Q: 3 clusters Score -7636454 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -7637571.000000 Penalty: 5276.587402
	Iteration 6Q: 3 clusters Score -7637571 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -7638775.000000 Penalty: 5276.587402
	Iteration 7Q: 3 clusters Score -7638775 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -7640072.500000 Penalty: 5276.587402
	Iteration 8F: 3 clusters Score -7640072 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -7641405.500000 Penalty: 5276.587402
	Iteration 9F: 3 clusters Score -7641406 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -7642555.000000 Penalty: 5276.587402
	Iteration 10F: 3 clusters Score -7642555 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -7643530.500000 Penalty: 5276.587402
	Iteration 11Q: 3 clusters Score -7643530 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -7644126.500000 Penalty: 5276.587402
	Iteration 12Q: 3 clusters Score -7644126 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -7644491.500000 Penalty: 5276.587402
	Iteration 13Q: 3 clusters Score -7644492 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -7644715.500000 Penalty: 5276.587402
	Iteration 14Q: 3 clusters Score -7644716 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -7644855.000000 Penalty: 5276.587402
	Iteration 15Q: 3 clusters Score -7644855 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -7644972.000000 Penalty: 5276.587402
	Iteration 16Q: 3 clusters Score -7644972 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -7645064.500000 Penalty: 5276.587402
	Iteration 17Q: 3 clusters Score -7645064 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -7645203.000000 Penalty: 5276.587402
	Iteration 18Q: 3 clusters Score -7645203 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -7645355.500000 Penalty: 5276.587402
	Iteration 19Q: 3 clusters Score -7645356 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -7645533.500000 Penalty: 5276.587402
	Iteration 20F: 3 clusters Score -7645534 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -7645710.500000 Penalty: 5276.587402
	Iteration 21Q: 3 clusters Score -7645710 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -7645933.500000 Penalty: 5276.587402
	Iteration 22Q: 3 clusters Score -7645934 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -7646215.000000 Penalty: 5276.587402
	Iteration 23Q: 3 clusters Score -7646215 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -7646459.000000 Penalty: 5276.587402
	Iteration 24Q: 3 clusters Score -7646459 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -7646764.000000 Penalty: 5276.587402
	Iteration 25Q: 3 clusters Score -7646764 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -7647067.000000 Penalty: 5276.587402
	Iteration 26Q: 3 clusters Score -7647067 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -7647363.000000 Penalty: 5276.587402
	Iteration 27Q: 3 clusters Score -7647363 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -7647629.000000 Penalty: 5276.587402
	Iteration 28Q: 3 clusters Score -7647629 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -7647787.000000 Penalty: 5276.587402
	Iteration 29Q: 3 clusters Score -7647787 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -7647977.500000 Penalty: 5276.587402
	Iteration 30Q: 3 clusters Score -7647978 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -7648120.500000 Penalty: 5276.587402
	Iteration 31Q: 3 clusters Score -7648120 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -7648244.500000 Penalty: 5276.587402
	Iteration 32Q: 3 clusters Score -7648244 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -7648344.500000 Penalty: 5276.587402
	Iteration 33Q: 3 clusters Score -7648344 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -7648455.500000 Penalty: 5276.587402
	Iteration 34Q: 3 clusters Score -7648456 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -7648545.000000 Penalty: 5276.587402
	Iteration 35Q: 3 clusters Score -7648545 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -7648659.500000 Penalty: 5276.587402
	Iteration 36Q: 3 clusters Score -7648660 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -7648705.000000 Penalty: 5276.587402
	Iteration 37Q: 3 clusters Score -7648705 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -7648807.000000 Penalty: 5276.587402
	Iteration 38Q: 3 clusters Score -7648807 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -7648861.500000 Penalty: 5276.587402
	Iteration 39Q: 3 clusters Score -7648862 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -7648925.500000 Penalty: 5276.587402
	Iteration 40F: 3 clusters Score -7648926 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -7649023.000000 Penalty: 5276.587402
	Iteration 41Q: 3 clusters Score -7649023 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -7649078.000000 Penalty: 5276.587402
	Iteration 42Q: 3 clusters Score -7649078 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -7649127.000000 Penalty: 5276.587402
	Iteration 43Q: 3 clusters Score -7649127 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -7649179.500000 Penalty: 5276.587402
	Iteration 44Q: 3 clusters Score -7649180 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -7649219.500000 Penalty: 5276.587402
	Iteration 45Q: 3 clusters Score -7649220 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -7649277.500000 Penalty: 5276.587402
	Iteration 46Q: 3 clusters Score -7649278 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -7649296.000000 Penalty: 5276.587402
	Iteration 47Q: 3 clusters Score -7649296 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -7649330.000000 Penalty: 5276.587402
	Iteration 48Q: 3 clusters Score -7649330 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -7649372.000000 Penalty: 5276.587402
	Iteration 49Q: 3 clusters Score -7649372 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -7649406.000000 Penalty: 5276.587402
	Iteration 50Q: 3 clusters Score -7649406 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -7649451.500000 Penalty: 5276.587402
	Iteration 51Q: 3 clusters Score -7649452 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -7649472.500000 Penalty: 5276.587402
	Iteration 52Q: 3 clusters Score -7649472 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -7649528.500000 Penalty: 5276.587402
	Iteration 53Q: 3 clusters Score -7649528 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -7649574.000000 Penalty: 5276.587402
	Iteration 54Q: 3 clusters Score -7649574 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -7649654.500000 Penalty: 5276.587402
	Iteration 55Q: 3 clusters Score -7649654 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -7649723.000000 Penalty: 5276.587402
	Iteration 56Q: 3 clusters Score -7649723 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -7649737.500000 Penalty: 5276.587402
	Iteration 57Q: 3 clusters Score -7649738 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -7649781.500000 Penalty: 5276.587402
	Iteration 58Q: 3 clusters Score -7649782 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -7649815.000000 Penalty: 5276.587402
	Iteration 59Q: 3 clusters Score -7649815 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -7649841.500000 Penalty: 5276.587402
	Iteration 60F: 3 clusters Score -7649842 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -7649880.000000 Penalty: 5276.587402
	Iteration 61Q: 3 clusters Score -7649880 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -7649918.500000 Penalty: 5276.587402
	Iteration 62Q: 3 clusters Score -7649918 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -7649939.500000 Penalty: 5276.587402
	Iteration 63Q: 3 clusters Score -7649940 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -7649971.500000 Penalty: 5276.587402
	Iteration 64Q: 3 clusters Score -7649972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -7649993.500000 Penalty: 5276.587402
	Iteration 65Q: 3 clusters Score -7649994 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -7650000.000000 Penalty: 5276.587402
	Iteration 66Q: 3 clusters Score -7650000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -7650008.000000 Penalty: 5276.587402
	Iteration 67Q: 3 clusters Score -7650008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -7650033.500000 Penalty: 5276.587402
	Iteration 68Q: 3 clusters Score -7650034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -7650029.000000 Penalty: 5276.587402
	Iteration 69Q: 3 clusters Score -7650029 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -7650044.500000 Penalty: 5276.587402
	Iteration 70Q: 3 clusters Score -7650044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -7650051.500000 Penalty: 5276.587402
	Iteration 71Q: 3 clusters Score -7650052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -7650061.000000 Penalty: 5276.587402
	Iteration 72Q: 3 clusters Score -7650061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -7650040.500000 Penalty: 5276.587402
	Iteration 73Q: 3 clusters Score -7650040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -7650052.000000 Penalty: 5276.587402
	Iteration 74Q: 3 clusters Score -7650052 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -7650072.500000 Penalty: 5276.587402
	Iteration 75Q: 3 clusters Score -7650072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -7650070.500000 Penalty: 5276.587402
	Iteration 76Q: 3 clusters Score -7650070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -7650085.500000 Penalty: 5276.587402
	Iteration 77Q: 3 clusters Score -7650086 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -7650094.000000 Penalty: 5276.587402
	Iteration 78Q: 3 clusters Score -7650094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -7650093.000000 Penalty: 5276.587402
	Iteration 79Q: 3 clusters Score -7650093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -7650085.500000 Penalty: 5276.587402
	Iteration 80F: 3 clusters Score -7650086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -7650097.000000 Penalty: 5276.587402
	Iteration 81Q: 3 clusters Score -7650097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -7650089.500000 Penalty: 5276.587402
	Iteration 82Q: 3 clusters Score -7650090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -7650090.500000 Penalty: 5276.587402
	Iteration 83Q: 3 clusters Score -7650090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -7650101.500000 Penalty: 5276.587402
	Iteration 84Q: 3 clusters Score -7650102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -7650098.000000 Penalty: 5276.587402
	Iteration 85Q: 3 clusters Score -7650098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -7650095.500000 Penalty: 5276.587402
	Iteration 86Q: 3 clusters Score -7650096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -7650095.500000 Penalty: 5276.587402
	Iteration 87Q: 3 clusters Score -7650096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -7650100.500000 Penalty: 5276.587402
	Iteration 88Q: 3 clusters Score -7650100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -7650091.500000 Penalty: 5276.587402
	Iteration 89Q: 3 clusters Score -7650092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -7650098.000000 Penalty: 5276.587402
	Iteration 90Q: 3 clusters Score -7650098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -7650105.500000 Penalty: 5276.587402
	Iteration 91Q: 3 clusters Score -7650106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -7650115.000000 Penalty: 5276.587402
	Iteration 92Q: 3 clusters Score -7650115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -7650106.000000 Penalty: 5276.587402
	Iteration 93Q: 3 clusters Score -7650106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -7650113.000000 Penalty: 5276.587402
	Iteration 94Q: 3 clusters Score -7650113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -7650117.500000 Penalty: 5276.587402
	Iteration 95Q: 3 clusters Score -7650118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -7650118.500000 Penalty: 5276.587402
	Iteration 96Q: 3 clusters Score -7650118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -7650128.000000 Penalty: 5276.587402
	Iteration 97Q: 3 clusters Score -7650128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -7650130.500000 Penalty: 5276.587402
	Iteration 98Q: 3 clusters Score -7650130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -7650127.500000 Penalty: 5276.587402
	Iteration 99Q: 3 clusters Score -7650128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -7650128.500000 Penalty: 5276.587402
	Iteration 100F: 3 clusters Score -7650128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Entering Unmasked Estep 
Score: -7178052.000000 Penalty: 2622.885498
	Iteration 0F: 2 clusters Score -7178052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -7151644.000000 Penalty: 5245.770996
	Iteration 0F: 3 clusters Score -7151644 nChanged 17969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -7161511.500000 Penalty: 5245.770996
	Iteration 1F: 3 clusters Score -7161512 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -7162389.500000 Penalty: 5245.770996
	Iteration 2F: 3 clusters Score -7162390 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -7163574.500000 Penalty: 5245.770996
	Iteration 3F: 3 clusters Score -7163574 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -7165181.500000 Penalty: 5245.770996
	Iteration 4F: 3 clusters Score -7165182 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -7167463.500000 Penalty: 5245.770996
	Iteration 5F: 3 clusters Score -7167464 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -7170265.000000 Penalty: 5245.770996
	Iteration 6F: 3 clusters Score -7170265 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -7172934.500000 Penalty: 5245.770996
	Iteration 7F: 3 clusters Score -7172934 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -7174717.500000 Penalty: 5245.770996
	Iteration 8Q: 3 clusters Score -7174718 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -7175495.000000 Penalty: 5245.770996
	Iteration 9Q: 3 clusters Score -7175495 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -7175771.500000 Penalty: 5245.770996
	Iteration 10Q: 3 clusters Score -7175772 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -7175954.000000 Penalty: 5245.770996
	Iteration 11Q: 3 clusters Score -7175954 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -7176042.000000 Penalty: 5245.770996
	Iteration 12Q: 3 clusters Score -7176042 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -7176106.000000 Penalty: 5245.770996
	Iteration 13Q: 3 clusters Score -7176106 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -7176183.500000 Penalty: 5245.770996
	Iteration 14Q: 3 clusters Score -7176184 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -7176249.000000 Penalty: 5245.770996
	Iteration 15Q: 3 clusters Score -7176249 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -7176291.500000 Penalty: 5245.770996
	Iteration 16Q: 3 clusters Score -7176292 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -7176333.000000 Penalty: 5245.770996
	Iteration 17Q: 3 clusters Score -7176333 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -7176373.500000 Penalty: 5245.770996
	Iteration 18Q: 3 clusters Score -7176374 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -7176399.500000 Penalty: 5245.770996
	Iteration 19Q: 3 clusters Score -7176400 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -7176428.500000 Penalty: 5245.770996
	Iteration 20F: 3 clusters Score -7176428 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -7176439.500000 Penalty: 5245.770996
	Iteration 21Q: 3 clusters Score -7176440 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -7176453.500000 Penalty: 5245.770996
	Iteration 22Q: 3 clusters Score -7176454 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -7176455.500000 Penalty: 5245.770996
	Iteration 23Q: 3 clusters Score -7176456 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -7176474.000000 Penalty: 5245.770996
	Iteration 24Q: 3 clusters Score -7176474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -7176507.000000 Penalty: 5245.770996
	Iteration 25Q: 3 clusters Score -7176507 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -7176526.500000 Penalty: 5245.770996
	Iteration 26Q: 3 clusters Score -7176526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -7176543.000000 Penalty: 5245.770996
	Iteration 27Q: 3 clusters Score -7176543 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -7176556.000000 Penalty: 5245.770996
	Iteration 28Q: 3 clusters Score -7176556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -7176571.500000 Penalty: 5245.770996
	Iteration 29Q: 3 clusters Score -7176572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7176568.000000 Penalty: 5245.770996
	Iteration 30Q: 3 clusters Score -7176568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -7176576.000000 Penalty: 5245.770996
	Iteration 31Q: 3 clusters Score -7176576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7176584.500000 Penalty: 5245.770996
	Iteration 32Q: 3 clusters Score -7176584 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -7176591.500000 Penalty: 5245.770996
	Iteration 33Q: 3 clusters Score -7176592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -7176596.500000 Penalty: 5245.770996
	Iteration 34Q: 3 clusters Score -7176596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -7176583.500000 Penalty: 5245.770996
	Iteration 35Q: 3 clusters Score -7176584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7176575.000000 Penalty: 5245.770996
	Iteration 36Q: 3 clusters Score -7176575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -7176579.000000 Penalty: 5245.770996
	Iteration 37Q: 3 clusters Score -7176579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -7176595.000000 Penalty: 5245.770996
	Iteration 38Q: 3 clusters Score -7176595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -7176599.000000 Penalty: 5245.770996
	Iteration 39Q: 3 clusters Score -7176599 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7176597.500000 Penalty: 5245.770996
	Iteration 40F: 3 clusters Score -7176598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -7176597.000000 Penalty: 5245.770996
	Iteration 41Q: 3 clusters Score -7176597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -7176590.500000 Penalty: 5245.770996
	Iteration 42Q: 3 clusters Score -7176590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -7176584.000000 Penalty: 5245.770996
	Iteration 43Q: 3 clusters Score -7176584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7176593.000000 Penalty: 5245.770996
	Iteration 44Q: 3 clusters Score -7176593 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -7176597.500000 Penalty: 5245.770996
	Iteration 45Q: 3 clusters Score -7176598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -7176609.000000 Penalty: 5245.770996
	Iteration 46Q: 3 clusters Score -7176609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -7176626.000000 Penalty: 5245.770996
	Iteration 47Q: 3 clusters Score -7176626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -7176618.000000 Penalty: 5245.770996
	Iteration 48Q: 3 clusters Score -7176618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -7176624.500000 Penalty: 5245.770996
	Iteration 49Q: 3 clusters Score -7176624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -7176622.000000 Penalty: 5245.770996
	Iteration 50Q: 3 clusters Score -7176622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -7176633.500000 Penalty: 5245.770996
	Iteration 51Q: 3 clusters Score -7176634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -7176619.000000 Penalty: 5245.770996
	Iteration 52Q: 3 clusters Score -7176619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7176620.000000 Penalty: 5245.770996
	Iteration 53Q: 3 clusters Score -7176620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -7176625.500000 Penalty: 5245.770996
	Iteration 54Q: 3 clusters Score -7176626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -7176629.500000 Penalty: 5245.770996
	Iteration 55Q: 3 clusters Score -7176630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -7176631.000000 Penalty: 5245.770996
	Iteration 56Q: 3 clusters Score -7176631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -7176629.500000 Penalty: 5245.770996
	Iteration 57Q: 3 clusters Score -7176630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -7176635.500000 Penalty: 5245.770996
	Iteration 58Q: 3 clusters Score -7176636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7176635.000000 Penalty: 5245.770996
	Iteration 59Q: 3 clusters Score -7176635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -7176641.500000 Penalty: 5245.770996
	Iteration 60F: 3 clusters Score -7176642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7176641.500000 Penalty: 5245.770996
	Iteration 61Q: 3 clusters Score -7176642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -7176635.500000 Penalty: 5245.770996
	Iteration 62Q: 3 clusters Score -7176636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7176643.000000 Penalty: 5245.770996
	Iteration 63Q: 3 clusters Score -7176643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -7176650.000000 Penalty: 5245.770996
	Iteration 64Q: 3 clusters Score -7176650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -7176652.000000 Penalty: 5245.770996
	Iteration 65Q: 3 clusters Score -7176652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -7176653.500000 Penalty: 5245.770996
	Iteration 66Q: 3 clusters Score -7176654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -7176668.500000 Penalty: 5245.770996
	Iteration 67Q: 3 clusters Score -7176668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7176661.500000 Penalty: 5245.770996
	Iteration 68Q: 3 clusters Score -7176662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -7176661.000000 Penalty: 5245.770996
	Iteration 69Q: 3 clusters Score -7176661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -7176661.000000 Penalty: 5245.770996
	Iteration 70F: 3 clusters Score -7176661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Entering Unmasked Estep 
Score: -8110696.500000 Penalty: 2650.251709
	Iteration 0F: 2 clusters Score -8110696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -8082175.500000 Penalty: 5300.503418
	Iteration 0F: 3 clusters Score -8082176 nChanged 20191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -8093442.000000 Penalty: 5300.503418
	Iteration 1F: 3 clusters Score -8093442 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -8093955.000000 Penalty: 5300.503418
	Iteration 2Q: 3 clusters Score -8093955 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -8094411.500000 Penalty: 5300.503418
	Iteration 3Q: 3 clusters Score -8094412 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -8094822.000000 Penalty: 5300.503418
	Iteration 4Q: 3 clusters Score -8094822 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -8095273.500000 Penalty: 5300.503418
	Iteration 5Q: 3 clusters Score -8095274 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -8095787.500000 Penalty: 5300.503418
	Iteration 6Q: 3 clusters Score -8095788 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -8096393.500000 Penalty: 5300.503418
	Iteration 7Q: 3 clusters Score -8096394 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -8097289.500000 Penalty: 5300.503418
	Iteration 8Q: 3 clusters Score -8097290 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -8098590.500000 Penalty: 5300.503418
	Iteration 9Q: 3 clusters Score -8098590 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -8100341.000000 Penalty: 5300.503418
	Iteration 10F: 3 clusters Score -8100341 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -8102120.000000 Penalty: 5300.503418
	Iteration 11F: 3 clusters Score -8102120 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -8103336.000000 Penalty: 5300.503418
	Iteration 12F: 3 clusters Score -8103336 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -8103964.500000 Penalty: 5300.503418
	Iteration 13Q: 3 clusters Score -8103964 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -8104303.500000 Penalty: 5300.503418
	Iteration 14Q: 3 clusters Score -8104304 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -8104526.000000 Penalty: 5300.503418
	Iteration 15Q: 3 clusters Score -8104526 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -8104710.000000 Penalty: 5300.503418
	Iteration 16Q: 3 clusters Score -8104710 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -8104863.000000 Penalty: 5300.503418
	Iteration 17Q: 3 clusters Score -8104863 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -8105014.000000 Penalty: 5300.503418
	Iteration 18Q: 3 clusters Score -8105014 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -8105157.500000 Penalty: 5300.503418
	Iteration 19Q: 3 clusters Score -8105158 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -8105291.500000 Penalty: 5300.503418
	Iteration 20F: 3 clusters Score -8105292 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -8105457.500000 Penalty: 5300.503418
	Iteration 21Q: 3 clusters Score -8105458 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -8105592.000000 Penalty: 5300.503418
	Iteration 22Q: 3 clusters Score -8105592 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -8105678.000000 Penalty: 5300.503418
	Iteration 23Q: 3 clusters Score -8105678 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -8105803.500000 Penalty: 5300.503418
	Iteration 24Q: 3 clusters Score -8105804 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -8105875.500000 Penalty: 5300.503418
	Iteration 25Q: 3 clusters Score -8105876 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -8105963.500000 Penalty: 5300.503418
	Iteration 26Q: 3 clusters Score -8105964 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -8106040.500000 Penalty: 5300.503418
	Iteration 27Q: 3 clusters Score -8106040 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -8106032.500000 Penalty: 5300.503418
	Iteration 28Q: 3 clusters Score -8106032 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -8106094.500000 Penalty: 5300.503418
	Iteration 29Q: 3 clusters Score -8106094 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -8106140.500000 Penalty: 5300.503418
	Iteration 30Q: 3 clusters Score -8106140 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -8106196.000000 Penalty: 5300.503418
	Iteration 31Q: 3 clusters Score -8106196 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -8106210.000000 Penalty: 5300.503418
	Iteration 32Q: 3 clusters Score -8106210 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -8106241.000000 Penalty: 5300.503418
	Iteration 33Q: 3 clusters Score -8106241 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -8106269.000000 Penalty: 5300.503418
	Iteration 34Q: 3 clusters Score -8106269 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -8106279.000000 Penalty: 5300.503418
	Iteration 35Q: 3 clusters Score -8106279 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -8106296.000000 Penalty: 5300.503418
	Iteration 36Q: 3 clusters Score -8106296 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -8106312.500000 Penalty: 5300.503418
	Iteration 37Q: 3 clusters Score -8106312 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -8106336.000000 Penalty: 5300.503418
	Iteration 38Q: 3 clusters Score -8106336 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -8106352.000000 Penalty: 5300.503418
	Iteration 39Q: 3 clusters Score -8106352 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -8106385.500000 Penalty: 5300.503418
	Iteration 40F: 3 clusters Score -8106386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -8106385.500000 Penalty: 5300.503418
	Iteration 41Q: 3 clusters Score -8106386 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -8106382.000000 Penalty: 5300.503418
	Iteration 42Q: 3 clusters Score -8106382 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -8106391.500000 Penalty: 5300.503418
	Iteration 43Q: 3 clusters Score -8106392 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -8106408.000000 Penalty: 5300.503418
	Iteration 44Q: 3 clusters Score -8106408 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -8106424.000000 Penalty: 5300.503418
	Iteration 45Q: 3 clusters Score -8106424 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -8106420.000000 Penalty: 5300.503418
	Iteration 46Q: 3 clusters Score -8106420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -8106408.000000 Penalty: 5300.503418
	Iteration 47Q: 3 clusters Score -8106408 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -8106409.000000 Penalty: 5300.503418
	Iteration 48Q: 3 clusters Score -8106409 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -8106438.000000 Penalty: 5300.503418
	Iteration 49Q: 3 clusters Score -8106438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -8106427.000000 Penalty: 5300.503418
	Iteration 50Q: 3 clusters Score -8106427 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -8106424.000000 Penalty: 5300.503418
	Iteration 51Q: 3 clusters Score -8106424 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -8106447.500000 Penalty: 5300.503418
	Iteration 52Q: 3 clusters Score -8106448 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -8106452.500000 Penalty: 5300.503418
	Iteration 53Q: 3 clusters Score -8106452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -8106434.500000 Penalty: 5300.503418
	Iteration 54Q: 3 clusters Score -8106434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -8106452.000000 Penalty: 5300.503418
	Iteration 55Q: 3 clusters Score -8106452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -8106474.000000 Penalty: 5300.503418
	Iteration 56Q: 3 clusters Score -8106474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -8106479.000000 Penalty: 5300.503418
	Iteration 57Q: 3 clusters Score -8106479 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -8106487.500000 Penalty: 5300.503418
	Iteration 58Q: 3 clusters Score -8106488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -8106477.000000 Penalty: 5300.503418
	Iteration 59Q: 3 clusters Score -8106477 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -8106474.500000 Penalty: 5300.503418
	Iteration 60F: 3 clusters Score -8106474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -8106486.000000 Penalty: 5300.503418
	Iteration 61Q: 3 clusters Score -8106486 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -8106481.500000 Penalty: 5300.503418
	Iteration 62Q: 3 clusters Score -8106482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -8106503.000000 Penalty: 5300.503418
	Iteration 63Q: 3 clusters Score -8106503 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -8106505.000000 Penalty: 5300.503418
	Iteration 64Q: 3 clusters Score -8106505 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -8106519.500000 Penalty: 5300.503418
	Iteration 65Q: 3 clusters Score -8106520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -8106529.000000 Penalty: 5300.503418
	Iteration 66Q: 3 clusters Score -8106529 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -8106527.500000 Penalty: 5300.503418
	Iteration 67Q: 3 clusters Score -8106528 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -8106533.000000 Penalty: 5300.503418
	Iteration 68Q: 3 clusters Score -8106533 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8106547 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8106557 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8106554 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8106542 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8106548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8106564 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8106554 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8106578 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8106574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8106590 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8106594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -8106611.500000 Penalty: 5300.503418
	Iteration 80F: 3 clusters Score -8106612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8106618 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8106628 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8106634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -8106631.500000 Penalty: 5300.503418
	Iteration 84Q: 3 clusters Score -8106632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8106624 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8106632 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8106645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8106641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8106642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8106635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8106634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8106641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8106644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8106654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8106637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8106635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8106632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -8106624.500000 Penalty: 5300.503418
	Iteration 98Q: 3 clusters Score -8106624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8106642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8106646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8106634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8106638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8106634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8106641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8106651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8106648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8106655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8106654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8106646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8106648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8106649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8106653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8106642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8106650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8106646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8106646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8106646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8106652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8106657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8106656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8106657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8106658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8106667 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8106658 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8106654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8106672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8106676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8106684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8106689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8106698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8106704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -8106709.000000 Penalty: 5300.503418
	Iteration 132Q: 3 clusters Score -8106709 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8106697 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8106698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8106694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8106690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8106690 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8106692 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8106694 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8106704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -8106722.000000 Penalty: 5300.503418
	Iteration 141Q: 3 clusters Score -8106722 nChanged 20
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Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8106736 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8106730 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8106736 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26433 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8106752 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8106745 nChanged 32
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Mstep: Class 1 contains 26492 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8106766 nChanged 36
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Mstep: Class 1 contains 26522 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8106772 nChanged 42
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	Iteration 149Q: 3 clusters Score -8106775 nChanged 43
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	Iteration 150Q: 3 clusters Score -8106772 nChanged 49
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Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8106766 nChanged 37
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8106791 nChanged 39
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Mstep: Class 1 contains 26720 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8106796 nChanged 37
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Mstep: Class 1 contains 26755 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8106806 nChanged 27
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	Iteration 155Q: 3 clusters Score -8106804 nChanged 35
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8106813 nChanged 41
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Mstep: Class 1 contains 26854 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8106828 nChanged 44
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8106840 nChanged 47
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Mstep: Class 1 contains 26933 members 
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8106850 nChanged 49
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8106862 nChanged 53
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8106869 nChanged 68
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Mstep: Class 1 contains 27099 members 
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Entering Unmasked Estep 
Score: -8106875.500000 Penalty: 5300.503418
	Iteration 162Q: 3 clusters Score -8106876 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -8106865.500000 Penalty: 5300.503418
	Iteration 163Q: 3 clusters Score -8106866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8106872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8106878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8106880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8106905 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8106929 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8106942 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8106963 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8106993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8106998 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8106998 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8107006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8107023 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8107035 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8107035 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8107035 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8107038 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -8107054.000000 Penalty: 5300.503418
	Iteration 180F: 3 clusters Score -8107054 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8107068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8107072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8107092 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8107104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8107117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8107116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8107117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8107122 nChanged 52
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Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8107115 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8107131 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8107137 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8107134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8107134 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8107140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8107139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -8107151.500000 Penalty: 5300.503418
	Iteration 196Q: 3 clusters Score -8107152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8107154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8107158 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8107161 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -8107168.000000 Penalty: 5300.503418
	Iteration 200F: 3 clusters Score -8107168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8107165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8107171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8107179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -8107191.000000 Penalty: 5300.503418
	Iteration 204Q: 3 clusters Score -8107191 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8107200 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8107202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8107204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -8107206.000000 Penalty: 5300.503418
	Iteration 208Q: 3 clusters Score -8107206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -8107216.000000 Penalty: 5300.503418
	Iteration 209Q: 3 clusters Score -8107216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8107224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8107217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -8107213.000000 Penalty: 5300.503418
	Iteration 212Q: 3 clusters Score -8107213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -8107223.500000 Penalty: 5300.503418
	Iteration 213Q: 3 clusters Score -8107224 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8107225 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -8107231.000000 Penalty: 5300.503418
	Iteration 215Q: 3 clusters Score -8107231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8107240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8107242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
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Entering Unmasked Estep 
Score: -8107253.500000 Penalty: 5300.503418
	Iteration 218Q: 3 clusters Score -8107254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -8107271.000000 Penalty: 5300.503418
	Iteration 219Q: 3 clusters Score -8107271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -8107277.000000 Penalty: 5300.503418
	Iteration 220F: 3 clusters Score -8107277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8107290 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30239 members 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8107282 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8107284 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30284 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8107290 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -8107293.500000 Penalty: 5300.503418
	Iteration 225Q: 3 clusters Score -8107294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -8107298.000000 Penalty: 5300.503418
	Iteration 226Q: 3 clusters Score -8107298 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30322 members 
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Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -8107296 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8107293 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -8107288.000000 Penalty: 5300.503418
	Iteration 229Q: 3 clusters Score -8107288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -8107294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -8107288 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8107288 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30445 members 
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Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -8107286 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -8107282.500000 Penalty: 5300.503418
	Iteration 234Q: 3 clusters Score -8107282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -8107286 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -8107289 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -8107289 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -8107292 nChanged 16
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Mstep: Class 1 contains 30559 members 
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -8107294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -8107295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -8107296 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -8107292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -8107284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -8107292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -8107295 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30663 members 
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Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -8107284 nChanged 10
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Mstep: Class 1 contains 30673 members 
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Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -8107288 nChanged 7
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Mstep: Class 1 contains 30680 members 
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	Iteration 248Q: 3 clusters Score -8107288 nChanged 10
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Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 13071 members 
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	Iteration 249Q: 3 clusters Score -8107290 nChanged 14
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Mstep: Class 1 contains 30704 members 
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	Iteration 250Q: 3 clusters Score -8107292 nChanged 10
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Mstep: Class 1 contains 30714 members 
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -8107306 nChanged 8
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Mstep: Class 1 contains 30722 members 
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Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -8107310 nChanged 6
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Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -8107314.000000 Penalty: 5300.503418
	Iteration 253Q: 3 clusters Score -8107314 nChanged 7
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Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -8107321.500000 Penalty: 5300.503418
	Iteration 254Q: 3 clusters Score -8107322 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30744 members 
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Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -8107334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -8107331.500000 Penalty: 5300.503418
	Iteration 256Q: 3 clusters Score -8107332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -8107327.500000 Penalty: 5300.503418
	Iteration 257Q: 3 clusters Score -8107328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -8107326.500000 Penalty: 5300.503418
	Iteration 258Q: 3 clusters Score -8107326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -8107334.000000 Penalty: 5300.503418
	Iteration 259Q: 3 clusters Score -8107334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -8107338.000000 Penalty: 5300.503418
	Iteration 260F: 3 clusters Score -8107338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -8107339.500000 Penalty: 5300.503418
	Iteration 261Q: 3 clusters Score -8107340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -8107344.000000 Penalty: 5300.503418
	Iteration 262Q: 3 clusters Score -8107344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -8107347.000000 Penalty: 5300.503418
	Iteration 263Q: 3 clusters Score -8107347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -8107345.500000 Penalty: 5300.503418
	Iteration 264Q: 3 clusters Score -8107346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -8107348.500000 Penalty: 5300.503418
	Iteration 265Q: 3 clusters Score -8107348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -8107340.000000 Penalty: 5300.503418
	Iteration 266Q: 3 clusters Score -8107340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -8107338.500000 Penalty: 5300.503418
	Iteration 267Q: 3 clusters Score -8107338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -8107338.500000 Penalty: 5300.503418
	Iteration 268F: 3 clusters Score -8107338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Entering Unmasked Estep 
Score: -5992718.500000 Penalty: 2583.386230
	Iteration 0F: 2 clusters Score -5992718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5969932.500000 Penalty: 5166.772461
	Iteration 0F: 3 clusters Score -5969932 nChanged 15201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -5978081.500000 Penalty: 5166.772461
	Iteration 1F: 3 clusters Score -5978082 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -5978586.500000 Penalty: 5166.772461
	Iteration 2Q: 3 clusters Score -5978586 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -5979050.000000 Penalty: 5166.772461
	Iteration 3Q: 3 clusters Score -5979050 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -5979490.000000 Penalty: 5166.772461
	Iteration 4Q: 3 clusters Score -5979490 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -5979948.000000 Penalty: 5166.772461
	Iteration 5Q: 3 clusters Score -5979948 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -5980338.500000 Penalty: 5166.772461
	Iteration 6Q: 3 clusters Score -5980338 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -5980744.500000 Penalty: 5166.772461
	Iteration 7Q: 3 clusters Score -5980744 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -5981090.000000 Penalty: 5166.772461
	Iteration 8Q: 3 clusters Score -5981090 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -5981479.000000 Penalty: 5166.772461
	Iteration 9Q: 3 clusters Score -5981479 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -5981858.500000 Penalty: 5166.772461
	Iteration 10Q: 3 clusters Score -5981858 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -5982423.000000 Penalty: 5166.772461
	Iteration 11Q: 3 clusters Score -5982423 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -5983197.000000 Penalty: 5166.772461
	Iteration 12Q: 3 clusters Score -5983197 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5984132.500000 Penalty: 5166.772461
	Iteration 13Q: 3 clusters Score -5984132 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -5985115.000000 Penalty: 5166.772461
	Iteration 14Q: 3 clusters Score -5985115 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -5986041.000000 Penalty: 5166.772461
	Iteration 15Q: 3 clusters Score -5986041 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -5986842.500000 Penalty: 5166.772461
	Iteration 16Q: 3 clusters Score -5986842 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -5987612.500000 Penalty: 5166.772461
	Iteration 17Q: 3 clusters Score -5987612 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -5988358.500000 Penalty: 5166.772461
	Iteration 18Q: 3 clusters Score -5988358 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -5989131.500000 Penalty: 5166.772461
	Iteration 19Q: 3 clusters Score -5989132 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -5989804.500000 Penalty: 5166.772461
	Iteration 20F: 3 clusters Score -5989804 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -5990334.000000 Penalty: 5166.772461
	Iteration 21Q: 3 clusters Score -5990334 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -5990694.500000 Penalty: 5166.772461
	Iteration 22Q: 3 clusters Score -5990694 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -5990893.000000 Penalty: 5166.772461
	Iteration 23Q: 3 clusters Score -5990893 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -5990964.000000 Penalty: 5166.772461
	Iteration 24Q: 3 clusters Score -5990964 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -5991035.500000 Penalty: 5166.772461
	Iteration 25Q: 3 clusters Score -5991036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -5991086.500000 Penalty: 5166.772461
	Iteration 26Q: 3 clusters Score -5991086 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -5991111.000000 Penalty: 5166.772461
	Iteration 27Q: 3 clusters Score -5991111 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -5991123.000000 Penalty: 5166.772461
	Iteration 28Q: 3 clusters Score -5991123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -5991151.000000 Penalty: 5166.772461
	Iteration 29Q: 3 clusters Score -5991151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -5991154.500000 Penalty: 5166.772461
	Iteration 30Q: 3 clusters Score -5991154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -5991143.000000 Penalty: 5166.772461
	Iteration 31Q: 3 clusters Score -5991143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -5991143.500000 Penalty: 5166.772461
	Iteration 32Q: 3 clusters Score -5991144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -5991135.500000 Penalty: 5166.772461
	Iteration 33Q: 3 clusters Score -5991136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -5991150.000000 Penalty: 5166.772461
	Iteration 34Q: 3 clusters Score -5991150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -5991151.500000 Penalty: 5166.772461
	Iteration 35Q: 3 clusters Score -5991152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -5991148.000000 Penalty: 5166.772461
	Iteration 36Q: 3 clusters Score -5991148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -5991140.500000 Penalty: 5166.772461
	Iteration 37Q: 3 clusters Score -5991140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -5991147.500000 Penalty: 5166.772461
	Iteration 38Q: 3 clusters Score -5991148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -5991143.500000 Penalty: 5166.772461
	Iteration 39Q: 3 clusters Score -5991144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -5991149.500000 Penalty: 5166.772461
	Iteration 40F: 3 clusters Score -5991150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -5991152.500000 Penalty: 5166.772461
	Iteration 41Q: 3 clusters Score -5991152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -5991148.000000 Penalty: 5166.772461
	Iteration 42Q: 3 clusters Score -5991148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -5991151.000000 Penalty: 5166.772461
	Iteration 43Q: 3 clusters Score -5991151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -5991156.000000 Penalty: 5166.772461
	Iteration 44Q: 3 clusters Score -5991156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -5991156.000000 Penalty: 5166.772461
	Iteration 45F: 3 clusters Score -5991156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Entering Unmasked Estep 
Score: -8241205.500000 Penalty: 2657.505859
	Iteration 0F: 2 clusters Score -8241206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -8211180.000000 Penalty: 5315.011719
	Iteration 0F: 3 clusters Score -8211180 nChanged 20864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -8222604.500000 Penalty: 5315.011719
	Iteration 1F: 3 clusters Score -8222604 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -8222996.000000 Penalty: 5315.011719
	Iteration 2Q: 3 clusters Score -8222996 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -8223494.500000 Penalty: 5315.011719
	Iteration 3Q: 3 clusters Score -8223494 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -8224109.500000 Penalty: 5315.011719
	Iteration 4Q: 3 clusters Score -8224110 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -8224946.000000 Penalty: 5315.011719
	Iteration 5Q: 3 clusters Score -8224946 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -8226341.500000 Penalty: 5315.011719
	Iteration 6F: 3 clusters Score -8226342 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -8228521.000000 Penalty: 5315.011719
	Iteration 7F: 3 clusters Score -8228521 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -8231752.500000 Penalty: 5315.011719
	Iteration 8F: 3 clusters Score -8231752 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -8235183.000000 Penalty: 5315.011719
	Iteration 9F: 3 clusters Score -8235183 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -8237419.000000 Penalty: 5315.011719
	Iteration 10F: 3 clusters Score -8237419 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -8238244.000000 Penalty: 5315.011719
	Iteration 11Q: 3 clusters Score -8238244 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -8238618.500000 Penalty: 5315.011719
	Iteration 12Q: 3 clusters Score -8238618 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -8238768.500000 Penalty: 5315.011719
	Iteration 13Q: 3 clusters Score -8238768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -8238830.500000 Penalty: 5315.011719
	Iteration 14Q: 3 clusters Score -8238830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -8238862.500000 Penalty: 5315.011719
	Iteration 15Q: 3 clusters Score -8238862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -8238883.500000 Penalty: 5315.011719
	Iteration 16Q: 3 clusters Score -8238884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -8238884.000000 Penalty: 5315.011719
	Iteration 17Q: 3 clusters Score -8238884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -8238891.000000 Penalty: 5315.011719
	Iteration 18Q: 3 clusters Score -8238891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -8238891.000000 Penalty: 5315.011719
	Iteration 19Q: 3 clusters Score -8238891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -8238897.500000 Penalty: 5315.011719
	Iteration 20F: 3 clusters Score -8238898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -8238904.000000 Penalty: 5315.011719
	Iteration 21Q: 3 clusters Score -8238904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 44878 members 
Entering Unmasked Estep 
Score: -8238901.000000 Penalty: 5315.011719
	Iteration 22Q: 3 clusters Score -8238901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -8238901.000000 Penalty: 5315.011719
	Iteration 23Q: 3 clusters Score -8238901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -8238895.000000 Penalty: 5315.011719
	Iteration 24Q: 3 clusters Score -8238895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -8238908.500000 Penalty: 5315.011719
	Iteration 25Q: 3 clusters Score -8238908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -8238904.500000 Penalty: 5315.011719
	Iteration 26Q: 3 clusters Score -8238904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -8238913.500000 Penalty: 5315.011719
	Iteration 27Q: 3 clusters Score -8238914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -8238912.500000 Penalty: 5315.011719
	Iteration 28Q: 3 clusters Score -8238912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -8238912.500000 Penalty: 5315.011719
	Iteration 29F: 3 clusters Score -8238912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -84021.367188 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -84021.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -82779.132812 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -82779.13 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -83090.890625 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -83090.89 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83212.976562 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -83212.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -83261.304688 Penalty: 2955.378662
	Iteration 3Q: 3 clusters Score -83261.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83274.539062 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -83274.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83279.054688 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -83279.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -83279.054688 Penalty: 2955.378662
	Iteration 6F: 3 clusters Score -83279.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -44229.050781 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -44229.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -42938.300781 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -42938.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43158.324219 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -43158.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43199.269531 Penalty: 2977.927979
	Iteration 2Q: 3 clusters Score -43199.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43224.996094 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -43225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43248.242188 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -43248.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43256.707031 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -43256.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43256.707031 Penalty: 2977.927979
	Iteration 6F: 3 clusters Score -43256.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -90312.640625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -90312.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -88749.976562 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -88749.98 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -89064.648438 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -89064.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -89199.000000 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -89199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89267.968750 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -89267.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89344.320312 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -89344.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89446.593750 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -89446.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -89536.617188 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -89536.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89628.804688 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -89628.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -89675.539062 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -89675.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89714.007812 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -89714.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -89739.953125 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -89739.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89756.632812 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -89756.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89795.242188 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -89795.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89826.250000 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -89826.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89848.476562 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -89848.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -89878.390625 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -89878.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89939.343750 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -89939.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -89977.320312 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -89977.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90016.015625 Penalty: 3197.076904
	Iteration 18Q: 3 clusters Score -90016.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90096.539062 Penalty: 3197.076904
	Iteration 19Q: 3 clusters Score -90096.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90284.828125 Penalty: 3197.076904
	Iteration 20F: 3 clusters Score -90284.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90574.453125 Penalty: 3197.076904
	Iteration 21Q: 3 clusters Score -90574.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90638.007812 Penalty: 3197.076904
	Iteration 22Q: 3 clusters Score -90638.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -90680.257812 Penalty: 3197.076904
	Iteration 23Q: 3 clusters Score -90680.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90710.367188 Penalty: 3197.076904
	Iteration 24Q: 3 clusters Score -90710.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90736.992188 Penalty: 3197.076904
	Iteration 25Q: 3 clusters Score -90736.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -90769.882812 Penalty: 3197.076904
	Iteration 26Q: 3 clusters Score -90769.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90784.476562 Penalty: 3197.076904
	Iteration 27Q: 3 clusters Score -90784.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -90790.976562 Penalty: 3197.076904
	Iteration 28F: 3 clusters Score -90790.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -90801.734375 Penalty: 3197.076904
	Iteration 29Q: 3 clusters Score -90801.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -90816.593750 Penalty: 3197.076904
	Iteration 30Q: 3 clusters Score -90816.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -90826.710938 Penalty: 3197.076904
	Iteration 31Q: 3 clusters Score -90826.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90838.570312 Penalty: 3197.076904
	Iteration 32Q: 3 clusters Score -90838.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -90838.570312 Penalty: 3197.076904
	Iteration 33F: 3 clusters Score -90838.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 41590 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47152 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42967 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45247 members 
Mstep: Class 9 contains 40988 members 
Mstep: Class 10 contains 45225 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45251 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42111 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43714 members 
Mstep: Class 17 contains 41701 members 
Mstep: Class 18 contains 39189 members 
Mstep: Class 19 contains 43761 members 
Mstep: Class 20 contains 33419 members 
Mstep: Class 21 contains 45060 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 281 members 
Mstep: Class 25 contains 48256 members 
Mstep: Class 26 contains 349 members 
Entering Unmasked Estep 
Score: -126931280.000000 Penalty: 86770.679688
Splitting cluster 24 changes total score from -126932496.000000 to -126931280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (48256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Entering Unmasked Estep 
Score: -9040548.000000 Penalty: 2674.500244
	Iteration 0F: 2 clusters Score -9040548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -9012439.000000 Penalty: 5349.000488
	Iteration 0F: 3 clusters Score -9012439 nChanged 22188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -9024834.000000 Penalty: 5349.000488
	Iteration 1F: 3 clusters Score -9024834 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -9025453.000000 Penalty: 5349.000488
	Iteration 2Q: 3 clusters Score -9025453 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -9026268.000000 Penalty: 5349.000488
	Iteration 3Q: 3 clusters Score -9026268 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -9027408.000000 Penalty: 5349.000488
	Iteration 4F: 3 clusters Score -9027408 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -9029035.000000 Penalty: 5349.000488
	Iteration 5F: 3 clusters Score -9029035 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -9031315.000000 Penalty: 5349.000488
	Iteration 6F: 3 clusters Score -9031315 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -9033788.000000 Penalty: 5349.000488
	Iteration 7F: 3 clusters Score -9033788 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -9036091.000000 Penalty: 5349.000488
	Iteration 8F: 3 clusters Score -9036091 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -9037680.000000 Penalty: 5349.000488
	Iteration 9Q: 3 clusters Score -9037680 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -9038549.000000 Penalty: 5349.000488
	Iteration 10Q: 3 clusters Score -9038549 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -9039091.000000 Penalty: 5349.000488
	Iteration 11Q: 3 clusters Score -9039091 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -9039398.000000 Penalty: 5349.000488
	Iteration 12Q: 3 clusters Score -9039398 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -9039593.000000 Penalty: 5349.000488
	Iteration 13Q: 3 clusters Score -9039593 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -9039723.000000 Penalty: 5349.000488
	Iteration 14Q: 3 clusters Score -9039723 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -9039786.000000 Penalty: 5349.000488
	Iteration 15Q: 3 clusters Score -9039786 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -9039774.000000 Penalty: 5349.000488
	Iteration 16Q: 3 clusters Score -9039774 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -9039687.000000 Penalty: 5349.000488
	Iteration 17Q: 3 clusters Score -9039687 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -9039611.000000 Penalty: 5349.000488
	Iteration 18Q: 3 clusters Score -9039611 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -9039499.000000 Penalty: 5349.000488
	Iteration 19Q: 3 clusters Score -9039499 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -9039288.000000 Penalty: 5349.000488
	Iteration 20F: 3 clusters Score -9039288 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -9039134.000000 Penalty: 5349.000488
	Iteration 21Q: 3 clusters Score -9039134 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -9038958.000000 Penalty: 5349.000488
	Iteration 22Q: 3 clusters Score -9038958 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -9038841.000000 Penalty: 5349.000488
	Iteration 23Q: 3 clusters Score -9038841 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -9038806.000000 Penalty: 5349.000488
	Iteration 24Q: 3 clusters Score -9038806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -9038711.000000 Penalty: 5349.000488
	Iteration 25Q: 3 clusters Score -9038711 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -9038703.000000 Penalty: 5349.000488
	Iteration 26Q: 3 clusters Score -9038703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -9038690.000000 Penalty: 5349.000488
	Iteration 27Q: 3 clusters Score -9038690 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -9038695.000000 Penalty: 5349.000488
	Iteration 28Q: 3 clusters Score -9038695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -9038679.000000 Penalty: 5349.000488
	Iteration 29Q: 3 clusters Score -9038679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -9038678.000000 Penalty: 5349.000488
	Iteration 30Q: 3 clusters Score -9038678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -9038683.000000 Penalty: 5349.000488
	Iteration 31Q: 3 clusters Score -9038683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -9038667.000000 Penalty: 5349.000488
	Iteration 32Q: 3 clusters Score -9038667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -9038655.000000 Penalty: 5349.000488
	Iteration 33Q: 3 clusters Score -9038655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -9038656.000000 Penalty: 5349.000488
	Iteration 34Q: 3 clusters Score -9038656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -9038654.000000 Penalty: 5349.000488
	Iteration 35Q: 3 clusters Score -9038654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -9038655.000000 Penalty: 5349.000488
	Iteration 36Q: 3 clusters Score -9038655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -9038655.000000 Penalty: 5349.000488
	Iteration 37F: 3 clusters Score -9038655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 41590 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47152 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42967 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45247 members 
Mstep: Class 9 contains 40988 members 
Mstep: Class 10 contains 45225 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45251 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42111 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43714 members 
Mstep: Class 17 contains 41701 members 
Mstep: Class 18 contains 39189 members 
Mstep: Class 19 contains 43761 members 
Mstep: Class 20 contains 33419 members 
Mstep: Class 21 contains 45060 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932512.000000 Penalty: 83433.343750
Iteration 439Q: 26 clusters Score -1.269325e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 41598 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47155 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42964 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45245 members 
Mstep: Class 9 contains 40981 members 
Mstep: Class 10 contains 45223 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45250 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42110 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43721 members 
Mstep: Class 17 contains 41706 members 
Mstep: Class 18 contains 39197 members 
Mstep: Class 19 contains 43765 members 
Mstep: Class 20 contains 33417 members 
Mstep: Class 21 contains 45061 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932680.000000 Penalty: 83433.343750
Iteration 440F: 26 clusters Score -1.269327e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 41602 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47160 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42972 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45239 members 
Mstep: Class 9 contains 40977 members 
Mstep: Class 10 contains 45221 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45252 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42116 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43720 members 
Mstep: Class 17 contains 41698 members 
Mstep: Class 18 contains 39196 members 
Mstep: Class 19 contains 43774 members 
Mstep: Class 20 contains 33418 members 
Mstep: Class 21 contains 45062 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932592.000000 Penalty: 83433.343750
Iteration 441Q: 26 clusters Score -1.269326e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 41603 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47163 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42983 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45235 members 
Mstep: Class 9 contains 40965 members 
Mstep: Class 10 contains 45221 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45259 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42125 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43732 members 
Mstep: Class 17 contains 41698 members 
Mstep: Class 18 contains 39201 members 
Mstep: Class 19 contains 43772 members 
Mstep: Class 20 contains 33417 members 
Mstep: Class 21 contains 45059 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932512.000000 Penalty: 83433.343750
Iteration 442Q: 26 clusters Score -1.269325e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 41606 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47161 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 42987 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45238 members 
Mstep: Class 9 contains 40961 members 
Mstep: Class 10 contains 45229 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45248 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42135 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43721 members 
Mstep: Class 17 contains 41704 members 
Mstep: Class 18 contains 39208 members 
Mstep: Class 19 contains 43767 members 
Mstep: Class 20 contains 33412 members 
Mstep: Class 21 contains 45060 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932640.000000 Penalty: 83433.343750
Iteration 443Q: 26 clusters Score -1.269326e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 41609 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47163 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43006 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45229 members 
Mstep: Class 9 contains 40958 members 
Mstep: Class 10 contains 45224 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45248 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42148 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43715 members 
Mstep: Class 17 contains 41698 members 
Mstep: Class 18 contains 39215 members 
Mstep: Class 19 contains 43766 members 
Mstep: Class 20 contains 33407 members 
Mstep: Class 21 contains 45060 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932752.000000 Penalty: 83433.343750
Iteration 444Q: 26 clusters Score -1.269328e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 41604 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47166 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43030 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45216 members 
Mstep: Class 9 contains 40948 members 
Mstep: Class 10 contains 45224 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45243 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42156 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43716 members 
Mstep: Class 17 contains 41708 members 
Mstep: Class 18 contains 39215 members 
Mstep: Class 19 contains 43754 members 
Mstep: Class 20 contains 33404 members 
Mstep: Class 21 contains 45059 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932608.000000 Penalty: 83433.343750
Iteration 445Q: 26 clusters Score -1.269326e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 41608 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47171 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43044 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45203 members 
Mstep: Class 9 contains 40940 members 
Mstep: Class 10 contains 45230 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45237 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42162 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43706 members 
Mstep: Class 17 contains 41708 members 
Mstep: Class 18 contains 39214 members 
Mstep: Class 19 contains 43757 members 
Mstep: Class 20 contains 33405 members 
Mstep: Class 21 contains 45065 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932616.000000 Penalty: 83433.343750
Iteration 446Q: 26 clusters Score -1.269326e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 41607 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47176 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43055 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45202 members 
Mstep: Class 9 contains 40937 members 
Mstep: Class 10 contains 45229 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45238 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42149 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43703 members 
Mstep: Class 17 contains 41708 members 
Mstep: Class 18 contains 39214 members 
Mstep: Class 19 contains 43768 members 
Mstep: Class 20 contains 33402 members 
Mstep: Class 21 contains 45067 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932584.000000 Penalty: 83433.343750
Iteration 447Q: 26 clusters Score -1.269326e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 41605 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47180 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43061 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45210 members 
Mstep: Class 9 contains 40934 members 
Mstep: Class 10 contains 45239 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45215 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42152 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43690 members 
Mstep: Class 17 contains 41712 members 
Mstep: Class 18 contains 39211 members 
Mstep: Class 19 contains 43771 members 
Mstep: Class 20 contains 33405 members 
Mstep: Class 21 contains 45067 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932816.000000 Penalty: 83433.343750
Iteration 448Q: 26 clusters Score -1.269328e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 41606 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47176 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43061 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45211 members 
Mstep: Class 9 contains 40940 members 
Mstep: Class 10 contains 45250 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45211 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42159 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43689 members 
Mstep: Class 17 contains 41720 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 43764 members 
Mstep: Class 20 contains 33406 members 
Mstep: Class 21 contains 45064 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932736.000000 Penalty: 83433.343750
Iteration 449Q: 26 clusters Score -1.269327e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 41606 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47175 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43065 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45204 members 
Mstep: Class 9 contains 40943 members 
Mstep: Class 10 contains 45263 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 45200 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42151 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43683 members 
Mstep: Class 17 contains 41716 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 43774 members 
Mstep: Class 20 contains 33407 members 
Mstep: Class 21 contains 45072 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932872.000000 Penalty: 83433.343750
Iteration 450Q: 26 clusters Score -1.269329e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 41606 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47172 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43062 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45186 members 
Mstep: Class 9 contains 40939 members 
Mstep: Class 10 contains 45264 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45201 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42158 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43683 members 
Mstep: Class 17 contains 41713 members 
Mstep: Class 18 contains 39203 members 
Mstep: Class 19 contains 43783 members 
Mstep: Class 20 contains 33409 members 
Mstep: Class 21 contains 45077 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932648.000000 Penalty: 83433.343750
Iteration 451Q: 26 clusters Score -1.269326e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 41603 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47180 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43069 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45185 members 
Mstep: Class 9 contains 40931 members 
Mstep: Class 10 contains 45271 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45200 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42155 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43680 members 
Mstep: Class 17 contains 41710 members 
Mstep: Class 18 contains 39195 members 
Mstep: Class 19 contains 43787 members 
Mstep: Class 20 contains 33407 members 
Mstep: Class 21 contains 45080 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932544.000000 Penalty: 83433.343750
Iteration 452Q: 26 clusters Score -1.269325e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 41605 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47174 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43072 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45198 members 
Mstep: Class 9 contains 40941 members 
Mstep: Class 10 contains 45276 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45197 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42152 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43685 members 
Mstep: Class 17 contains 41700 members 
Mstep: Class 18 contains 39186 members 
Mstep: Class 19 contains 43797 members 
Mstep: Class 20 contains 33403 members 
Mstep: Class 21 contains 45080 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932504.000000 Penalty: 83433.343750
Iteration 453Q: 26 clusters Score -1.269325e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 41608 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47167 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43074 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45201 members 
Mstep: Class 9 contains 40944 members 
Mstep: Class 10 contains 45286 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45202 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42134 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43687 members 
Mstep: Class 17 contains 41690 members 
Mstep: Class 18 contains 39189 members 
Mstep: Class 19 contains 43797 members 
Mstep: Class 20 contains 33402 members 
Mstep: Class 21 contains 45077 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932760.000000 Penalty: 83433.343750
Iteration 454Q: 26 clusters Score -1.269328e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 41601 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47179 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43080 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45197 members 
Mstep: Class 9 contains 40942 members 
Mstep: Class 10 contains 45292 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45214 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42121 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43683 members 
Mstep: Class 17 contains 41685 members 
Mstep: Class 18 contains 39197 members 
Mstep: Class 19 contains 43783 members 
Mstep: Class 20 contains 33404 members 
Mstep: Class 21 contains 45073 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932784.000000 Penalty: 83433.343750
Iteration 455Q: 26 clusters Score -1.269328e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 41607 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47183 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43077 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45193 members 
Mstep: Class 9 contains 40936 members 
Mstep: Class 10 contains 45284 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45216 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42122 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43676 members 
Mstep: Class 17 contains 41689 members 
Mstep: Class 18 contains 39198 members 
Mstep: Class 19 contains 43783 members 
Mstep: Class 20 contains 33401 members 
Mstep: Class 21 contains 45076 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932776.000000 Penalty: 83433.343750
Iteration 456Q: 26 clusters Score -1.269328e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 41602 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47179 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43076 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45200 members 
Mstep: Class 9 contains 40938 members 
Mstep: Class 10 contains 45276 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45202 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42123 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43683 members 
Mstep: Class 17 contains 41687 members 
Mstep: Class 18 contains 39207 members 
Mstep: Class 19 contains 43790 members 
Mstep: Class 20 contains 33399 members 
Mstep: Class 21 contains 45078 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932728.000000 Penalty: 83433.343750
Iteration 457Q: 26 clusters Score -1.269327e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 41604 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47182 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43083 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45204 members 
Mstep: Class 9 contains 40936 members 
Mstep: Class 10 contains 45276 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45203 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42122 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43689 members 
Mstep: Class 17 contains 41688 members 
Mstep: Class 18 contains 39204 members 
Mstep: Class 19 contains 43792 members 
Mstep: Class 20 contains 33396 members 
Mstep: Class 21 contains 45084 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932888.000000 Penalty: 83433.343750
Iteration 458Q: 26 clusters Score -1.269329e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 41614 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47195 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43105 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45202 members 
Mstep: Class 9 contains 40935 members 
Mstep: Class 10 contains 45272 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45190 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42122 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43687 members 
Mstep: Class 17 contains 41686 members 
Mstep: Class 18 contains 39201 members 
Mstep: Class 19 contains 43792 members 
Mstep: Class 20 contains 33394 members 
Mstep: Class 21 contains 45084 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932904.000000 Penalty: 83433.343750
Iteration 459Q: 26 clusters Score -1.269329e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 41621 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47197 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43113 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45204 members 
Mstep: Class 9 contains 40931 members 
Mstep: Class 10 contains 45276 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45179 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42116 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43693 members 
Mstep: Class 17 contains 41684 members 
Mstep: Class 18 contains 39204 members 
Mstep: Class 19 contains 43790 members 
Mstep: Class 20 contains 33395 members 
Mstep: Class 21 contains 45083 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932888.000000 Penalty: 83433.343750
Iteration 460F: 26 clusters Score -1.269329e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 41625 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47193 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43116 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45210 members 
Mstep: Class 9 contains 40925 members 
Mstep: Class 10 contains 45273 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45190 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42119 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43698 members 
Mstep: Class 17 contains 41681 members 
Mstep: Class 18 contains 39201 members 
Mstep: Class 19 contains 43781 members 
Mstep: Class 20 contains 33395 members 
Mstep: Class 21 contains 45079 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932880.000000 Penalty: 83433.343750
Iteration 461Q: 26 clusters Score -1.269329e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 41629 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47191 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43116 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45212 members 
Mstep: Class 9 contains 40913 members 
Mstep: Class 10 contains 45270 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45197 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42123 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43702 members 
Mstep: Class 17 contains 41685 members 
Mstep: Class 18 contains 39197 members 
Mstep: Class 19 contains 43778 members 
Mstep: Class 20 contains 33397 members 
Mstep: Class 21 contains 45080 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932880.000000 Penalty: 83433.343750
Iteration 462Q: 26 clusters Score -1.269329e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 41636 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47184 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43112 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45216 members 
Mstep: Class 9 contains 40903 members 
Mstep: Class 10 contains 45274 members 
Mstep: Class 11 contains 1024 members 
Mstep: Class 12 contains 45198 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42115 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43698 members 
Mstep: Class 17 contains 41684 members 
Mstep: Class 18 contains 39203 members 
Mstep: Class 19 contains 43783 members 
Mstep: Class 20 contains 33401 members 
Mstep: Class 21 contains 45080 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932872.000000 Penalty: 83433.343750
Iteration 463Q: 26 clusters Score -1.269329e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 41642 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47187 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43113 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45217 members 
Mstep: Class 9 contains 40897 members 
Mstep: Class 10 contains 45273 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45198 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42109 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43706 members 
Mstep: Class 17 contains 41684 members 
Mstep: Class 18 contains 39201 members 
Mstep: Class 19 contains 43781 members 
Mstep: Class 20 contains 33399 members 
Mstep: Class 21 contains 45083 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932912.000000 Penalty: 83433.343750
Iteration 464Q: 26 clusters Score -1.269329e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 41650 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47187 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43114 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45219 members 
Mstep: Class 9 contains 40888 members 
Mstep: Class 10 contains 45276 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45203 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42105 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43707 members 
Mstep: Class 17 contains 41687 members 
Mstep: Class 18 contains 39200 members 
Mstep: Class 19 contains 43778 members 
Mstep: Class 20 contains 33398 members 
Mstep: Class 21 contains 45086 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932800.000000 Penalty: 83433.343750
Iteration 465Q: 26 clusters Score -1.269328e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 41659 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47184 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43121 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45223 members 
Mstep: Class 9 contains 40878 members 
Mstep: Class 10 contains 45279 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45195 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42104 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43710 members 
Mstep: Class 17 contains 41680 members 
Mstep: Class 18 contains 39197 members 
Mstep: Class 19 contains 43779 members 
Mstep: Class 20 contains 33399 members 
Mstep: Class 21 contains 45087 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933008.000000 Penalty: 83433.343750
Iteration 466Q: 26 clusters Score -1.26933e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 41664 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47189 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43125 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45230 members 
Mstep: Class 9 contains 40872 members 
Mstep: Class 10 contains 45275 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45185 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42108 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43709 members 
Mstep: Class 17 contains 41673 members 
Mstep: Class 18 contains 39192 members 
Mstep: Class 19 contains 43778 members 
Mstep: Class 20 contains 33395 members 
Mstep: Class 21 contains 45091 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932952.000000 Penalty: 83433.343750
Iteration 467Q: 26 clusters Score -1.26933e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 41676 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47185 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43122 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45235 members 
Mstep: Class 9 contains 40867 members 
Mstep: Class 10 contains 45278 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45174 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42107 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43711 members 
Mstep: Class 17 contains 41668 members 
Mstep: Class 18 contains 39192 members 
Mstep: Class 19 contains 43776 members 
Mstep: Class 20 contains 33395 members 
Mstep: Class 21 contains 45094 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932872.000000 Penalty: 83433.343750
Iteration 468Q: 26 clusters Score -1.269329e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 41684 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47192 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43118 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45233 members 
Mstep: Class 9 contains 40853 members 
Mstep: Class 10 contains 45275 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45179 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42104 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43715 members 
Mstep: Class 17 contains 41671 members 
Mstep: Class 18 contains 39187 members 
Mstep: Class 19 contains 43766 members 
Mstep: Class 20 contains 33397 members 
Mstep: Class 21 contains 45098 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932832.000000 Penalty: 83433.343750
Iteration 469Q: 26 clusters Score -1.269328e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 41683 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47193 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43121 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45234 members 
Mstep: Class 9 contains 40834 members 
Mstep: Class 10 contains 45270 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45192 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42108 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43718 members 
Mstep: Class 17 contains 41677 members 
Mstep: Class 18 contains 39182 members 
Mstep: Class 19 contains 43760 members 
Mstep: Class 20 contains 33396 members 
Mstep: Class 21 contains 45096 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932880.000000 Penalty: 83433.343750
Iteration 470Q: 26 clusters Score -1.269329e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 41689 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47187 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43119 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45243 members 
Mstep: Class 9 contains 40815 members 
Mstep: Class 10 contains 45271 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45202 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42112 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43725 members 
Mstep: Class 17 contains 41674 members 
Mstep: Class 18 contains 39181 members 
Mstep: Class 19 contains 43748 members 
Mstep: Class 20 contains 33398 members 
Mstep: Class 21 contains 45092 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932864.000000 Penalty: 83433.343750
Iteration 471Q: 26 clusters Score -1.269329e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 41696 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47185 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43116 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45243 members 
Mstep: Class 9 contains 40809 members 
Mstep: Class 10 contains 45269 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45207 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42114 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43722 members 
Mstep: Class 17 contains 41680 members 
Mstep: Class 18 contains 39172 members 
Mstep: Class 19 contains 43741 members 
Mstep: Class 20 contains 33399 members 
Mstep: Class 21 contains 45092 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932832.000000 Penalty: 83433.343750
Iteration 472Q: 26 clusters Score -1.269328e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 41702 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47189 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43114 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45244 members 
Mstep: Class 9 contains 40795 members 
Mstep: Class 10 contains 45269 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45217 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42118 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43715 members 
Mstep: Class 17 contains 41676 members 
Mstep: Class 18 contains 39178 members 
Mstep: Class 19 contains 43736 members 
Mstep: Class 20 contains 33400 members 
Mstep: Class 21 contains 45093 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932712.000000 Penalty: 83433.343750
Iteration 473Q: 26 clusters Score -1.269327e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 41708 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47191 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43120 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45246 members 
Mstep: Class 9 contains 40790 members 
Mstep: Class 10 contains 45269 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45211 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42115 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43714 members 
Mstep: Class 17 contains 41671 members 
Mstep: Class 18 contains 39184 members 
Mstep: Class 19 contains 43733 members 
Mstep: Class 20 contains 33397 members 
Mstep: Class 21 contains 45102 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932792.000000 Penalty: 83433.343750
Iteration 474Q: 26 clusters Score -1.269328e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 41709 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47185 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43122 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45249 members 
Mstep: Class 9 contains 40790 members 
Mstep: Class 10 contains 45264 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45199 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42111 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43718 members 
Mstep: Class 17 contains 41663 members 
Mstep: Class 18 contains 39194 members 
Mstep: Class 19 contains 43738 members 
Mstep: Class 20 contains 33400 members 
Mstep: Class 21 contains 45096 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932816.000000 Penalty: 83433.343750
Iteration 475Q: 26 clusters Score -1.269328e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 41710 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47185 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43119 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45257 members 
Mstep: Class 9 contains 40791 members 
Mstep: Class 10 contains 45256 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45195 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42112 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43715 members 
Mstep: Class 17 contains 41661 members 
Mstep: Class 18 contains 39199 members 
Mstep: Class 19 contains 43740 members 
Mstep: Class 20 contains 33398 members 
Mstep: Class 21 contains 45097 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932744.000000 Penalty: 83433.343750
Iteration 476Q: 26 clusters Score -1.269327e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 41717 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47190 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43121 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45256 members 
Mstep: Class 9 contains 40786 members 
Mstep: Class 10 contains 45258 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45194 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42110 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43709 members 
Mstep: Class 17 contains 41660 members 
Mstep: Class 18 contains 39197 members 
Mstep: Class 19 contains 43748 members 
Mstep: Class 20 contains 33395 members 
Mstep: Class 21 contains 45096 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932696.000000 Penalty: 83433.343750
Iteration 477Q: 26 clusters Score -1.269327e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 41735 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47193 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43127 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45253 members 
Mstep: Class 9 contains 40794 members 
Mstep: Class 10 contains 45254 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45175 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42111 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43701 members 
Mstep: Class 17 contains 41656 members 
Mstep: Class 18 contains 39199 members 
Mstep: Class 19 contains 43751 members 
Mstep: Class 20 contains 33392 members 
Mstep: Class 21 contains 45096 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932688.000000 Penalty: 83433.343750
Iteration 478Q: 26 clusters Score -1.269327e+08 nChanged 196
Entering ConstructFrom: 
Score: -126932688.000000 Penalty: 83433.343750
Entering ConstructFrom: 
Trying to split cluster 1 (45873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Entering Unmasked Estep 
Score: -8521139.000000 Penalty: 2661.940674
	Iteration 0F: 2 clusters Score -8521139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -8491210.000000 Penalty: 5323.881348
	Iteration 0F: 3 clusters Score -8491210 nChanged 21052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -8502879.000000 Penalty: 5323.881348
	Iteration 1F: 3 clusters Score -8502879 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -8503505.000000 Penalty: 5323.881348
	Iteration 2Q: 3 clusters Score -8503505 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -8504140.000000 Penalty: 5323.881348
	Iteration 3Q: 3 clusters Score -8504140 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -8504851.000000 Penalty: 5323.881348
	Iteration 4Q: 3 clusters Score -8504851 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -8505764.000000 Penalty: 5323.881348
	Iteration 5Q: 3 clusters Score -8505764 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -8507077.000000 Penalty: 5323.881348
	Iteration 6F: 3 clusters Score -8507077 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -8509016.000000 Penalty: 5323.881348
	Iteration 7F: 3 clusters Score -8509016 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -8511396.000000 Penalty: 5323.881348
	Iteration 8F: 3 clusters Score -8511396 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -8514136.000000 Penalty: 5323.881348
	Iteration 9F: 3 clusters Score -8514136 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -8516328.000000 Penalty: 5323.881348
	Iteration 10F: 3 clusters Score -8516328 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -8517471.000000 Penalty: 5323.881348
	Iteration 11Q: 3 clusters Score -8517471 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -8518081.000000 Penalty: 5323.881348
	Iteration 12Q: 3 clusters Score -8518081 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -8518408.000000 Penalty: 5323.881348
	Iteration 13Q: 3 clusters Score -8518408 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -8518593.000000 Penalty: 5323.881348
	Iteration 14Q: 3 clusters Score -8518593 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -8518697.000000 Penalty: 5323.881348
	Iteration 15Q: 3 clusters Score -8518697 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -8518729.000000 Penalty: 5323.881348
	Iteration 16Q: 3 clusters Score -8518729 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -8518751.000000 Penalty: 5323.881348
	Iteration 17Q: 3 clusters Score -8518751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -8518781.000000 Penalty: 5323.881348
	Iteration 18Q: 3 clusters Score -8518781 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -8518807.000000 Penalty: 5323.881348
	Iteration 19Q: 3 clusters Score -8518807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -8518841.000000 Penalty: 5323.881348
	Iteration 20F: 3 clusters Score -8518841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -8518865.000000 Penalty: 5323.881348
	Iteration 21Q: 3 clusters Score -8518865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -8518876.000000 Penalty: 5323.881348
	Iteration 22Q: 3 clusters Score -8518876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -8518876.000000 Penalty: 5323.881348
	Iteration 23Q: 3 clusters Score -8518876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -8518881.000000 Penalty: 5323.881348
	Iteration 24Q: 3 clusters Score -8518881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -8518889.000000 Penalty: 5323.881348
	Iteration 25Q: 3 clusters Score -8518889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -8518889.000000 Penalty: 5323.881348
	Iteration 26F: 3 clusters Score -8518889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Entering Unmasked Estep 
Score: -7710338.000000 Penalty: 2638.531250
	Iteration 0F: 2 clusters Score -7710338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -7682475.500000 Penalty: 5277.062500
	Iteration 0F: 3 clusters Score -7682476 nChanged 19074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -7692808.000000 Penalty: 5277.062500
	Iteration 1F: 3 clusters Score -7692808 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -7693398.000000 Penalty: 5277.062500
	Iteration 2Q: 3 clusters Score -7693398 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -7694151.000000 Penalty: 5277.062500
	Iteration 3Q: 3 clusters Score -7694151 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -7695184.000000 Penalty: 5277.062500
	Iteration 4Q: 3 clusters Score -7695184 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -7696349.000000 Penalty: 5277.062500
	Iteration 5Q: 3 clusters Score -7696349 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -7697679.500000 Penalty: 5277.062500
	Iteration 6F: 3 clusters Score -7697680 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -7699306.000000 Penalty: 5277.062500
	Iteration 7F: 3 clusters Score -7699306 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -7700943.500000 Penalty: 5277.062500
	Iteration 8F: 3 clusters Score -7700944 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -7702447.000000 Penalty: 5277.062500
	Iteration 9F: 3 clusters Score -7702447 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -7703437.500000 Penalty: 5277.062500
	Iteration 10Q: 3 clusters Score -7703438 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -7703959.500000 Penalty: 5277.062500
	Iteration 11Q: 3 clusters Score -7703960 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -7704207.500000 Penalty: 5277.062500
	Iteration 12Q: 3 clusters Score -7704208 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -7704420.000000 Penalty: 5277.062500
	Iteration 13Q: 3 clusters Score -7704420 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -7704594.500000 Penalty: 5277.062500
	Iteration 14Q: 3 clusters Score -7704594 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -7704778.500000 Penalty: 5277.062500
	Iteration 15Q: 3 clusters Score -7704778 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -7704892.500000 Penalty: 5277.062500
	Iteration 16Q: 3 clusters Score -7704892 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -7705074.000000 Penalty: 5277.062500
	Iteration 17Q: 3 clusters Score -7705074 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -7705302.500000 Penalty: 5277.062500
	Iteration 18Q: 3 clusters Score -7705302 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -7705516.000000 Penalty: 5277.062500
	Iteration 19Q: 3 clusters Score -7705516 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -7705718.000000 Penalty: 5277.062500
	Iteration 20F: 3 clusters Score -7705718 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -7705925.000000 Penalty: 5277.062500
	Iteration 21Q: 3 clusters Score -7705925 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -7706084.500000 Penalty: 5277.062500
	Iteration 22Q: 3 clusters Score -7706084 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -7706282.000000 Penalty: 5277.062500
	Iteration 23Q: 3 clusters Score -7706282 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -7706428.000000 Penalty: 5277.062500
	Iteration 24Q: 3 clusters Score -7706428 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -7706558.500000 Penalty: 5277.062500
	Iteration 25Q: 3 clusters Score -7706558 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -7706647.000000 Penalty: 5277.062500
	Iteration 26Q: 3 clusters Score -7706647 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -7706774.000000 Penalty: 5277.062500
	Iteration 27Q: 3 clusters Score -7706774 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -7706881.500000 Penalty: 5277.062500
	Iteration 28Q: 3 clusters Score -7706882 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -7706960.000000 Penalty: 5277.062500
	Iteration 29Q: 3 clusters Score -7706960 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -7707058.000000 Penalty: 5277.062500
	Iteration 30Q: 3 clusters Score -7707058 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -7707151.500000 Penalty: 5277.062500
	Iteration 31Q: 3 clusters Score -7707152 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -7707274.000000 Penalty: 5277.062500
	Iteration 32Q: 3 clusters Score -7707274 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -7707386.000000 Penalty: 5277.062500
	Iteration 33Q: 3 clusters Score -7707386 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -7707481.000000 Penalty: 5277.062500
	Iteration 34Q: 3 clusters Score -7707481 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -7707598.500000 Penalty: 5277.062500
	Iteration 35Q: 3 clusters Score -7707598 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -7707696.000000 Penalty: 5277.062500
	Iteration 36Q: 3 clusters Score -7707696 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -7707810.500000 Penalty: 5277.062500
	Iteration 37Q: 3 clusters Score -7707810 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -7707914.500000 Penalty: 5277.062500
	Iteration 38Q: 3 clusters Score -7707914 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -7708026.500000 Penalty: 5277.062500
	Iteration 39Q: 3 clusters Score -7708026 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -7708130.500000 Penalty: 5277.062500
	Iteration 40F: 3 clusters Score -7708130 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -7708242.500000 Penalty: 5277.062500
	Iteration 41Q: 3 clusters Score -7708242 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -7708278.500000 Penalty: 5277.062500
	Iteration 42Q: 3 clusters Score -7708278 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -7708336.000000 Penalty: 5277.062500
	Iteration 43Q: 3 clusters Score -7708336 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -7708391.500000 Penalty: 5277.062500
	Iteration 44Q: 3 clusters Score -7708392 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -7708436.500000 Penalty: 5277.062500
	Iteration 45Q: 3 clusters Score -7708436 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -7708492.500000 Penalty: 5277.062500
	Iteration 46Q: 3 clusters Score -7708492 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -7708565.500000 Penalty: 5277.062500
	Iteration 47Q: 3 clusters Score -7708566 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -7708609.000000 Penalty: 5277.062500
	Iteration 48Q: 3 clusters Score -7708609 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -7708634.500000 Penalty: 5277.062500
	Iteration 49Q: 3 clusters Score -7708634 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -7708678.500000 Penalty: 5277.062500
	Iteration 50Q: 3 clusters Score -7708678 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -7708707.500000 Penalty: 5277.062500
	Iteration 51Q: 3 clusters Score -7708708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -7708732.500000 Penalty: 5277.062500
	Iteration 52Q: 3 clusters Score -7708732 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -7708744.500000 Penalty: 5277.062500
	Iteration 53Q: 3 clusters Score -7708744 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -7708787.000000 Penalty: 5277.062500
	Iteration 54Q: 3 clusters Score -7708787 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -7708804.500000 Penalty: 5277.062500
	Iteration 55Q: 3 clusters Score -7708804 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -7708806.500000 Penalty: 5277.062500
	Iteration 56Q: 3 clusters Score -7708806 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -7708820.000000 Penalty: 5277.062500
	Iteration 57Q: 3 clusters Score -7708820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -7708856.500000 Penalty: 5277.062500
	Iteration 58Q: 3 clusters Score -7708856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -7708874.500000 Penalty: 5277.062500
	Iteration 59Q: 3 clusters Score -7708874 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -7708889.500000 Penalty: 5277.062500
	Iteration 60F: 3 clusters Score -7708890 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -7708911.000000 Penalty: 5277.062500
	Iteration 61Q: 3 clusters Score -7708911 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -7708931.500000 Penalty: 5277.062500
	Iteration 62Q: 3 clusters Score -7708932 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -7708949.000000 Penalty: 5277.062500
	Iteration 63Q: 3 clusters Score -7708949 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -7708952.500000 Penalty: 5277.062500
	Iteration 64Q: 3 clusters Score -7708952 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -7708945.500000 Penalty: 5277.062500
	Iteration 65Q: 3 clusters Score -7708946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -7708963.500000 Penalty: 5277.062500
	Iteration 66Q: 3 clusters Score -7708964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -7708970.000000 Penalty: 5277.062500
	Iteration 67Q: 3 clusters Score -7708970 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -7708973.000000 Penalty: 5277.062500
	Iteration 68Q: 3 clusters Score -7708973 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -7708973.000000 Penalty: 5277.062500
	Iteration 69Q: 3 clusters Score -7708973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -7708979.500000 Penalty: 5277.062500
	Iteration 70Q: 3 clusters Score -7708980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -7708991.500000 Penalty: 5277.062500
	Iteration 71Q: 3 clusters Score -7708992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -7708997.000000 Penalty: 5277.062500
	Iteration 72Q: 3 clusters Score -7708997 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -7709007.000000 Penalty: 5277.062500
	Iteration 73Q: 3 clusters Score -7709007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -7709031.500000 Penalty: 5277.062500
	Iteration 74Q: 3 clusters Score -7709032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -7709042.500000 Penalty: 5277.062500
	Iteration 75Q: 3 clusters Score -7709042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -7709051.500000 Penalty: 5277.062500
	Iteration 76Q: 3 clusters Score -7709052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -7709053.500000 Penalty: 5277.062500
	Iteration 77Q: 3 clusters Score -7709054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -7709059.000000 Penalty: 5277.062500
	Iteration 78Q: 3 clusters Score -7709059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -7709057.000000 Penalty: 5277.062500
	Iteration 79Q: 3 clusters Score -7709057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -7709060.500000 Penalty: 5277.062500
	Iteration 80F: 3 clusters Score -7709060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -7709067.500000 Penalty: 5277.062500
	Iteration 81Q: 3 clusters Score -7709068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -7709066.000000 Penalty: 5277.062500
	Iteration 82Q: 3 clusters Score -7709066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -7709070.500000 Penalty: 5277.062500
	Iteration 83Q: 3 clusters Score -7709070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -7709084.500000 Penalty: 5277.062500
	Iteration 84Q: 3 clusters Score -7709084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -7709094.000000 Penalty: 5277.062500
	Iteration 85Q: 3 clusters Score -7709094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -7709104.000000 Penalty: 5277.062500
	Iteration 86Q: 3 clusters Score -7709104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -7709108.000000 Penalty: 5277.062500
	Iteration 87Q: 3 clusters Score -7709108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -7709118.000000 Penalty: 5277.062500
	Iteration 88Q: 3 clusters Score -7709118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -7709126.500000 Penalty: 5277.062500
	Iteration 89Q: 3 clusters Score -7709126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -7709127.500000 Penalty: 5277.062500
	Iteration 90Q: 3 clusters Score -7709128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -7709119.500000 Penalty: 5277.062500
	Iteration 91Q: 3 clusters Score -7709120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -7709134.000000 Penalty: 5277.062500
	Iteration 92Q: 3 clusters Score -7709134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -7709143.500000 Penalty: 5277.062500
	Iteration 93Q: 3 clusters Score -7709144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -7709140.000000 Penalty: 5277.062500
	Iteration 94Q: 3 clusters Score -7709140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -7709135.000000 Penalty: 5277.062500
	Iteration 95Q: 3 clusters Score -7709135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -7709159.500000 Penalty: 5277.062500
	Iteration 96Q: 3 clusters Score -7709160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -7709152.000000 Penalty: 5277.062500
	Iteration 97Q: 3 clusters Score -7709152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -7709149.000000 Penalty: 5277.062500
	Iteration 98Q: 3 clusters Score -7709149 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -7709160.500000 Penalty: 5277.062500
	Iteration 99Q: 3 clusters Score -7709160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -7709155.500000 Penalty: 5277.062500
	Iteration 100F: 3 clusters Score -7709156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -7709152.000000 Penalty: 5277.062500
	Iteration 101Q: 3 clusters Score -7709152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -7709153.000000 Penalty: 5277.062500
	Iteration 102Q: 3 clusters Score -7709153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -7709154.000000 Penalty: 5277.062500
	Iteration 103Q: 3 clusters Score -7709154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -7709157.000000 Penalty: 5277.062500
	Iteration 104Q: 3 clusters Score -7709157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -7709156.000000 Penalty: 5277.062500
	Iteration 105Q: 3 clusters Score -7709156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -7709167.000000 Penalty: 5277.062500
	Iteration 106Q: 3 clusters Score -7709167 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -7709175.000000 Penalty: 5277.062500
	Iteration 107Q: 3 clusters Score -7709175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -7709179.500000 Penalty: 5277.062500
	Iteration 108Q: 3 clusters Score -7709180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -7709191.000000 Penalty: 5277.062500
	Iteration 109Q: 3 clusters Score -7709191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -7709184.000000 Penalty: 5277.062500
	Iteration 110Q: 3 clusters Score -7709184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -7709198.000000 Penalty: 5277.062500
	Iteration 111Q: 3 clusters Score -7709198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -7709199.500000 Penalty: 5277.062500
	Iteration 112Q: 3 clusters Score -7709200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -7709209.000000 Penalty: 5277.062500
	Iteration 113Q: 3 clusters Score -7709209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -7709217.000000 Penalty: 5277.062500
	Iteration 114Q: 3 clusters Score -7709217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -7709234.000000 Penalty: 5277.062500
	Iteration 115Q: 3 clusters Score -7709234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -7709238.000000 Penalty: 5277.062500
	Iteration 116Q: 3 clusters Score -7709238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -7709248.500000 Penalty: 5277.062500
	Iteration 117Q: 3 clusters Score -7709248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -7709247.500000 Penalty: 5277.062500
	Iteration 118Q: 3 clusters Score -7709248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -7709248.000000 Penalty: 5277.062500
	Iteration 119Q: 3 clusters Score -7709248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -7709255.000000 Penalty: 5277.062500
	Iteration 120F: 3 clusters Score -7709255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -7709263.500000 Penalty: 5277.062500
	Iteration 121Q: 3 clusters Score -7709264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -7709257.500000 Penalty: 5277.062500
	Iteration 122Q: 3 clusters Score -7709258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -7709254.500000 Penalty: 5277.062500
	Iteration 123Q: 3 clusters Score -7709254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -7709254.500000 Penalty: 5277.062500
	Iteration 124Q: 3 clusters Score -7709254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -7709254.500000 Penalty: 5277.062500
	Iteration 125Q: 3 clusters Score -7709254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -7709243.500000 Penalty: 5277.062500
	Iteration 126Q: 3 clusters Score -7709244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -7709246.000000 Penalty: 5277.062500
	Iteration 127Q: 3 clusters Score -7709246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -7709244.000000 Penalty: 5277.062500
	Iteration 128Q: 3 clusters Score -7709244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -7709240.500000 Penalty: 5277.062500
	Iteration 129Q: 3 clusters Score -7709240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -7709237.500000 Penalty: 5277.062500
	Iteration 130Q: 3 clusters Score -7709238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -7709226.000000 Penalty: 5277.062500
	Iteration 131Q: 3 clusters Score -7709226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -7709231.000000 Penalty: 5277.062500
	Iteration 132Q: 3 clusters Score -7709231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -7709233.500000 Penalty: 5277.062500
	Iteration 133Q: 3 clusters Score -7709234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -7709232.000000 Penalty: 5277.062500
	Iteration 134Q: 3 clusters Score -7709232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -7709231.500000 Penalty: 5277.062500
	Iteration 135Q: 3 clusters Score -7709232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -7709232.500000 Penalty: 5277.062500
	Iteration 136Q: 3 clusters Score -7709232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -7709242.000000 Penalty: 5277.062500
	Iteration 137Q: 3 clusters Score -7709242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -7709238.500000 Penalty: 5277.062500
	Iteration 138Q: 3 clusters Score -7709238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -7709242.500000 Penalty: 5277.062500
	Iteration 139Q: 3 clusters Score -7709242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -7709242.000000 Penalty: 5277.062500
	Iteration 140F: 3 clusters Score -7709242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -165584.421875 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -165584.4 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 530 members 
Entering Unmasked Estep 
Score: -163646.265625 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -163646.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -164155.796875 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -164155.8 nChanged 114
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: -164470.953125 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -164471 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -164603.578125 Penalty: 3454.679688
	Iteration 3F: 3 clusters Score -164603.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -164685.421875 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -164685.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -164753.953125 Penalty: 3454.679688
	Iteration 5Q: 3 clusters Score -164754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -164790.687500 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -164790.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -164808.875000 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -164808.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -164819.296875 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -164819.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -164826.015625 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -164826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -164847.734375 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -164847.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -164864.765625 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -164864.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -164874.593750 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -164874.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -164877.437500 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -164877.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -164879.468750 Penalty: 3454.679688
	Iteration 14Q: 3 clusters Score -164879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -164879.468750 Penalty: 3454.679688
	Iteration 15F: 3 clusters Score -164879.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Entering Unmasked Estep 
Score: -8741340.000000 Penalty: 2668.949951
	Iteration 0F: 2 clusters Score -8741340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -8711815.000000 Penalty: 5337.899902
	Iteration 0F: 3 clusters Score -8711815 nChanged 21828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -8723872.000000 Penalty: 5337.899902
	Iteration 1F: 3 clusters Score -8723872 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -8724654.000000 Penalty: 5337.899902
	Iteration 2Q: 3 clusters Score -8724654 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -8725574.000000 Penalty: 5337.899902
	Iteration 3Q: 3 clusters Score -8725574 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -8727111.000000 Penalty: 5337.899902
	Iteration 4F: 3 clusters Score -8727111 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -8729398.000000 Penalty: 5337.899902
	Iteration 5F: 3 clusters Score -8729398 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -8732500.000000 Penalty: 5337.899902
	Iteration 6F: 3 clusters Score -8732500 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -8735809.000000 Penalty: 5337.899902
	Iteration 7F: 3 clusters Score -8735809 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -8738176.000000 Penalty: 5337.899902
	Iteration 8F: 3 clusters Score -8738176 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -8739383.000000 Penalty: 5337.899902
	Iteration 9Q: 3 clusters Score -8739383 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -8739817.000000 Penalty: 5337.899902
	Iteration 10Q: 3 clusters Score -8739817 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -8740057.000000 Penalty: 5337.899902
	Iteration 11Q: 3 clusters Score -8740057 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -8740213.000000 Penalty: 5337.899902
	Iteration 12Q: 3 clusters Score -8740213 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -8740315.000000 Penalty: 5337.899902
	Iteration 13Q: 3 clusters Score -8740315 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -8740391.000000 Penalty: 5337.899902
	Iteration 14Q: 3 clusters Score -8740391 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -8740465.000000 Penalty: 5337.899902
	Iteration 15Q: 3 clusters Score -8740465 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -8740484.000000 Penalty: 5337.899902
	Iteration 16Q: 3 clusters Score -8740484 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -8740530.000000 Penalty: 5337.899902
	Iteration 17Q: 3 clusters Score -8740530 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -8740549.000000 Penalty: 5337.899902
	Iteration 18Q: 3 clusters Score -8740549 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -8740562.000000 Penalty: 5337.899902
	Iteration 19Q: 3 clusters Score -8740562 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -8740564.000000 Penalty: 5337.899902
	Iteration 20F: 3 clusters Score -8740564 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -8740567.000000 Penalty: 5337.899902
	Iteration 21Q: 3 clusters Score -8740567 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -8740558.000000 Penalty: 5337.899902
	Iteration 22Q: 3 clusters Score -8740558 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8740515.000000 Penalty: 5337.899902
	Iteration 23Q: 3 clusters Score -8740515 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -8740500.000000 Penalty: 5337.899902
	Iteration 24Q: 3 clusters Score -8740500 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -8740420.000000 Penalty: 5337.899902
	Iteration 25Q: 3 clusters Score -8740420 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -8740372.000000 Penalty: 5337.899902
	Iteration 26Q: 3 clusters Score -8740372 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8740285.000000 Penalty: 5337.899902
	Iteration 27Q: 3 clusters Score -8740285 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8740262.000000 Penalty: 5337.899902
	Iteration 28Q: 3 clusters Score -8740262 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8740220.000000 Penalty: 5337.899902
	Iteration 29Q: 3 clusters Score -8740220 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8740190.000000 Penalty: 5337.899902
	Iteration 30Q: 3 clusters Score -8740190 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8740170.000000 Penalty: 5337.899902
	Iteration 31Q: 3 clusters Score -8740170 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8740149.000000 Penalty: 5337.899902
	Iteration 32Q: 3 clusters Score -8740149 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8740124.000000 Penalty: 5337.899902
	Iteration 33Q: 3 clusters Score -8740124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8740103.000000 Penalty: 5337.899902
	Iteration 34Q: 3 clusters Score -8740103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8740084.000000 Penalty: 5337.899902
	Iteration 35Q: 3 clusters Score -8740084 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8740080.000000 Penalty: 5337.899902
	Iteration 36Q: 3 clusters Score -8740080 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8740074.000000 Penalty: 5337.899902
	Iteration 37Q: 3 clusters Score -8740074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8740066.000000 Penalty: 5337.899902
	Iteration 38Q: 3 clusters Score -8740066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8740031.000000 Penalty: 5337.899902
	Iteration 39Q: 3 clusters Score -8740031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8740017.000000 Penalty: 5337.899902
	Iteration 40F: 3 clusters Score -8740017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8740011.000000 Penalty: 5337.899902
	Iteration 41Q: 3 clusters Score -8740011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8739997.000000 Penalty: 5337.899902
	Iteration 42Q: 3 clusters Score -8739997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8739989.000000 Penalty: 5337.899902
	Iteration 43Q: 3 clusters Score -8739989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8739973.000000 Penalty: 5337.899902
	Iteration 44Q: 3 clusters Score -8739973 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8739973.000000 Penalty: 5337.899902
	Iteration 45Q: 3 clusters Score -8739973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8739955.000000 Penalty: 5337.899902
	Iteration 46Q: 3 clusters Score -8739955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8739968.000000 Penalty: 5337.899902
	Iteration 47Q: 3 clusters Score -8739968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8739954.000000 Penalty: 5337.899902
	Iteration 48Q: 3 clusters Score -8739954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8739956.000000 Penalty: 5337.899902
	Iteration 49Q: 3 clusters Score -8739956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8739953.000000 Penalty: 5337.899902
	Iteration 50Q: 3 clusters Score -8739953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8739952.000000 Penalty: 5337.899902
	Iteration 51Q: 3 clusters Score -8739952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8739948.000000 Penalty: 5337.899902
	Iteration 52Q: 3 clusters Score -8739948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8739948.000000 Penalty: 5337.899902
	Iteration 53F: 3 clusters Score -8739948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -447706.187500 Penalty: 1951.516846
	Iteration 0F: 2 clusters Score -447706.2 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 1309 members 
Entering Unmasked Estep 
Score: -444686.218750 Penalty: 3903.033691
	Iteration 0F: 3 clusters Score -444686.2 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -445419.875000 Penalty: 3903.033691
	Iteration 1F: 3 clusters Score -445419.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -445735.718750 Penalty: 3903.033691
	Iteration 2F: 3 clusters Score -445735.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -445918.250000 Penalty: 3903.033691
	Iteration 3F: 3 clusters Score -445918.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -446080.937500 Penalty: 3903.033691
	Iteration 4F: 3 clusters Score -446080.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -446262.187500 Penalty: 3903.033691
	Iteration 5Q: 3 clusters Score -446262.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -446434.187500 Penalty: 3903.033691
	Iteration 6Q: 3 clusters Score -446434.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -446547.625000 Penalty: 3903.033691
	Iteration 7Q: 3 clusters Score -446547.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -446666.187500 Penalty: 3903.033691
	Iteration 8Q: 3 clusters Score -446666.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -446755.343750 Penalty: 3903.033691
	Iteration 9Q: 3 clusters Score -446755.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -446834.687500 Penalty: 3903.033691
	Iteration 10Q: 3 clusters Score -446834.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -446900.312500 Penalty: 3903.033691
	Iteration 11Q: 3 clusters Score -446900.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -446967.718750 Penalty: 3903.033691
	Iteration 12Q: 3 clusters Score -446967.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -447014.343750 Penalty: 3903.033691
	Iteration 13Q: 3 clusters Score -447014.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -447053.812500 Penalty: 3903.033691
	Iteration 14Q: 3 clusters Score -447053.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -447078.312500 Penalty: 3903.033691
	Iteration 15Q: 3 clusters Score -447078.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -447093.718750 Penalty: 3903.033691
	Iteration 16Q: 3 clusters Score -447093.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -447102.656250 Penalty: 3903.033691
	Iteration 17Q: 3 clusters Score -447102.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -447109.937500 Penalty: 3903.033691
	Iteration 18Q: 3 clusters Score -447109.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -447114.500000 Penalty: 3903.033691
	Iteration 19Q: 3 clusters Score -447114.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -447116.843750 Penalty: 3903.033691
	Iteration 20F: 3 clusters Score -447116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -447118.375000 Penalty: 3903.033691
	Iteration 21Q: 3 clusters Score -447118.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -447120.468750 Penalty: 3903.033691
	Iteration 22Q: 3 clusters Score -447120.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -447123.187500 Penalty: 3903.033691
	Iteration 23Q: 3 clusters Score -447123.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -447124.000000 Penalty: 3903.033691
	Iteration 24Q: 3 clusters Score -447124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -447124.000000 Penalty: 3903.033691
	Iteration 25F: 3 clusters Score -447124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Entering Unmasked Estep 
Score: -7998060.500000 Penalty: 2646.644043
	Iteration 0F: 2 clusters Score -7998060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -7969578.500000 Penalty: 5293.288086
	Iteration 0F: 3 clusters Score -7969578 nChanged 19944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -7980514.500000 Penalty: 5293.288086
	Iteration 1F: 3 clusters Score -7980514 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -7981139.000000 Penalty: 5293.288086
	Iteration 2Q: 3 clusters Score -7981139 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -7981939.500000 Penalty: 5293.288086
	Iteration 3Q: 3 clusters Score -7981940 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -7983132.500000 Penalty: 5293.288086
	Iteration 4F: 3 clusters Score -7983132 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -7984736.500000 Penalty: 5293.288086
	Iteration 5F: 3 clusters Score -7984736 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -7986919.500000 Penalty: 5293.288086
	Iteration 6F: 3 clusters Score -7986920 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -7989490.000000 Penalty: 5293.288086
	Iteration 7F: 3 clusters Score -7989490 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -7992128.000000 Penalty: 5293.288086
	Iteration 8F: 3 clusters Score -7992128 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -7993903.500000 Penalty: 5293.288086
	Iteration 9Q: 3 clusters Score -7993904 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -7994640.500000 Penalty: 5293.288086
	Iteration 10Q: 3 clusters Score -7994640 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -7995018.000000 Penalty: 5293.288086
	Iteration 11Q: 3 clusters Score -7995018 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -7995242.000000 Penalty: 5293.288086
	Iteration 12Q: 3 clusters Score -7995242 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -7995392.500000 Penalty: 5293.288086
	Iteration 13Q: 3 clusters Score -7995392 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -7995513.500000 Penalty: 5293.288086
	Iteration 14Q: 3 clusters Score -7995514 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -7995655.000000 Penalty: 5293.288086
	Iteration 15Q: 3 clusters Score -7995655 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -7995757.000000 Penalty: 5293.288086
	Iteration 16Q: 3 clusters Score -7995757 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -7995861.000000 Penalty: 5293.288086
	Iteration 17Q: 3 clusters Score -7995861 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -7995949.500000 Penalty: 5293.288086
	Iteration 18Q: 3 clusters Score -7995950 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -7996013.500000 Penalty: 5293.288086
	Iteration 19Q: 3 clusters Score -7996014 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -7996131.000000 Penalty: 5293.288086
	Iteration 20F: 3 clusters Score -7996131 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7996183.000000 Penalty: 5293.288086
	Iteration 21Q: 3 clusters Score -7996183 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -7996222.000000 Penalty: 5293.288086
	Iteration 22Q: 3 clusters Score -7996222 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7996234.500000 Penalty: 5293.288086
	Iteration 23Q: 3 clusters Score -7996234 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7996238.000000 Penalty: 5293.288086
	Iteration 24Q: 3 clusters Score -7996238 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7996250.500000 Penalty: 5293.288086
	Iteration 25Q: 3 clusters Score -7996250 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7996267.000000 Penalty: 5293.288086
	Iteration 26Q: 3 clusters Score -7996267 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -7996283.000000 Penalty: 5293.288086
	Iteration 27Q: 3 clusters Score -7996283 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7996275.500000 Penalty: 5293.288086
	Iteration 28Q: 3 clusters Score -7996276 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7996274.000000 Penalty: 5293.288086
	Iteration 29Q: 3 clusters Score -7996274 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7996264.000000 Penalty: 5293.288086
	Iteration 30Q: 3 clusters Score -7996264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7996268.000000 Penalty: 5293.288086
	Iteration 31Q: 3 clusters Score -7996268 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -7996260.000000 Penalty: 5293.288086
	Iteration 32Q: 3 clusters Score -7996260 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7996271.500000 Penalty: 5293.288086
	Iteration 33Q: 3 clusters Score -7996272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7996270.000000 Penalty: 5293.288086
	Iteration 34Q: 3 clusters Score -7996270 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7996257.500000 Penalty: 5293.288086
	Iteration 35Q: 3 clusters Score -7996258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7996261.500000 Penalty: 5293.288086
	Iteration 36Q: 3 clusters Score -7996262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7996267.000000 Penalty: 5293.288086
	Iteration 37Q: 3 clusters Score -7996267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7996276.500000 Penalty: 5293.288086
	Iteration 38Q: 3 clusters Score -7996276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7996254.000000 Penalty: 5293.288086
	Iteration 39Q: 3 clusters Score -7996254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7996253.000000 Penalty: 5293.288086
	Iteration 40F: 3 clusters Score -7996253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7996247.500000 Penalty: 5293.288086
	Iteration 41Q: 3 clusters Score -7996248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7996247.000000 Penalty: 5293.288086
	Iteration 42Q: 3 clusters Score -7996247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7996243.000000 Penalty: 5293.288086
	Iteration 43Q: 3 clusters Score -7996243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7996239.500000 Penalty: 5293.288086
	Iteration 44Q: 3 clusters Score -7996240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7996243.500000 Penalty: 5293.288086
	Iteration 45Q: 3 clusters Score -7996244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7996242.000000 Penalty: 5293.288086
	Iteration 46Q: 3 clusters Score -7996242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7996239.500000 Penalty: 5293.288086
	Iteration 47Q: 3 clusters Score -7996240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7996243.000000 Penalty: 5293.288086
	Iteration 48Q: 3 clusters Score -7996243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7996242.000000 Penalty: 5293.288086
	Iteration 49Q: 3 clusters Score -7996242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7996244.000000 Penalty: 5293.288086
	Iteration 50Q: 3 clusters Score -7996244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7996232.500000 Penalty: 5293.288086
	Iteration 51Q: 3 clusters Score -7996232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7996238.000000 Penalty: 5293.288086
	Iteration 52Q: 3 clusters Score -7996238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7996241.000000 Penalty: 5293.288086
	Iteration 53Q: 3 clusters Score -7996241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7996241.000000 Penalty: 5293.288086
	Iteration 54Q: 3 clusters Score -7996241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7996227.500000 Penalty: 5293.288086
	Iteration 55Q: 3 clusters Score -7996228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7996234.000000 Penalty: 5293.288086
	Iteration 56Q: 3 clusters Score -7996234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7996241.000000 Penalty: 5293.288086
	Iteration 57Q: 3 clusters Score -7996241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7996240.000000 Penalty: 5293.288086
	Iteration 58Q: 3 clusters Score -7996240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7996226.000000 Penalty: 5293.288086
	Iteration 59Q: 3 clusters Score -7996226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7996221.500000 Penalty: 5293.288086
	Iteration 60F: 3 clusters Score -7996222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7996222.000000 Penalty: 5293.288086
	Iteration 61Q: 3 clusters Score -7996222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7996218.000000 Penalty: 5293.288086
	Iteration 62Q: 3 clusters Score -7996218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7996224.500000 Penalty: 5293.288086
	Iteration 63Q: 3 clusters Score -7996224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7996220.000000 Penalty: 5293.288086
	Iteration 64Q: 3 clusters Score -7996220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7996216.500000 Penalty: 5293.288086
	Iteration 65Q: 3 clusters Score -7996216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7996213.000000 Penalty: 5293.288086
	Iteration 66Q: 3 clusters Score -7996213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7996209.000000 Penalty: 5293.288086
	Iteration 67Q: 3 clusters Score -7996209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7996208.500000 Penalty: 5293.288086
	Iteration 68Q: 3 clusters Score -7996208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7996215.500000 Penalty: 5293.288086
	Iteration 69Q: 3 clusters Score -7996216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7996215.500000 Penalty: 5293.288086
	Iteration 70F: 3 clusters Score -7996216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -51589.320312 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -51589.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50387.144531 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -50387.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50630.898438 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -50630.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -50716.222656 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -50716.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50765.398438 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -50765.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -50786.671875 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -50786.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50802.324219 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -50802.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50825.187500 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -50825.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50834.808594 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -50834.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -50838.511719 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -50838.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -50838.511719 Penalty: 2842.129395
	Iteration 9F: 3 clusters Score -50838.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Entering Unmasked Estep 
Score: -8405415.000000 Penalty: 2658.587891
	Iteration 0F: 2 clusters Score -8405415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -8376329.500000 Penalty: 5317.175781
	Iteration 0F: 3 clusters Score -8376330 nChanged 20701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -8387600.500000 Penalty: 5317.175781
	Iteration 1F: 3 clusters Score -8387600 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -8388010.500000 Penalty: 5317.175781
	Iteration 2Q: 3 clusters Score -8388010 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -8388439.000000 Penalty: 5317.175781
	Iteration 3Q: 3 clusters Score -8388439 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -8388912.000000 Penalty: 5317.175781
	Iteration 4Q: 3 clusters Score -8388912 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -8389533.000000 Penalty: 5317.175781
	Iteration 5Q: 3 clusters Score -8389533 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -8390464.000000 Penalty: 5317.175781
	Iteration 6Q: 3 clusters Score -8390464 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -8392047.000000 Penalty: 5317.175781
	Iteration 7F: 3 clusters Score -8392047 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -8394462.000000 Penalty: 5317.175781
	Iteration 8F: 3 clusters Score -8394462 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -8397599.000000 Penalty: 5317.175781
	Iteration 9F: 3 clusters Score -8397599 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -8400403.000000 Penalty: 5317.175781
	Iteration 10F: 3 clusters Score -8400403 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8402028.000000 Penalty: 5317.175781
	Iteration 11Q: 3 clusters Score -8402028 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8402656.000000 Penalty: 5317.175781
	Iteration 12Q: 3 clusters Score -8402656 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8402889.000000 Penalty: 5317.175781
	Iteration 13Q: 3 clusters Score -8402889 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8402983.000000 Penalty: 5317.175781
	Iteration 14Q: 3 clusters Score -8402983 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8403088.000000 Penalty: 5317.175781
	Iteration 15Q: 3 clusters Score -8403088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8403112.000000 Penalty: 5317.175781
	Iteration 16Q: 3 clusters Score -8403112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8403118.000000 Penalty: 5317.175781
	Iteration 17Q: 3 clusters Score -8403118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8403123.000000 Penalty: 5317.175781
	Iteration 18Q: 3 clusters Score -8403123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8403131.000000 Penalty: 5317.175781
	Iteration 19Q: 3 clusters Score -8403131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8403131.000000 Penalty: 5317.175781
	Iteration 20F: 3 clusters Score -8403131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Entering Unmasked Estep 
Score: -7497402.500000 Penalty: 2632.827881
	Iteration 0F: 2 clusters Score -7497402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -7469974.500000 Penalty: 5265.655762
	Iteration 0F: 3 clusters Score -7469974 nChanged 18587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -7480034.000000 Penalty: 5265.655762
	Iteration 1F: 3 clusters Score -7480034 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -7480508.000000 Penalty: 5265.655762
	Iteration 2Q: 3 clusters Score -7480508 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -7481088.000000 Penalty: 5265.655762
	Iteration 3Q: 3 clusters Score -7481088 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -7481759.000000 Penalty: 5265.655762
	Iteration 4Q: 3 clusters Score -7481759 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -7482548.000000 Penalty: 5265.655762
	Iteration 5Q: 3 clusters Score -7482548 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -7483537.000000 Penalty: 5265.655762
	Iteration 6Q: 3 clusters Score -7483537 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -7484738.000000 Penalty: 5265.655762
	Iteration 7F: 3 clusters Score -7484738 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -7486483.500000 Penalty: 5265.655762
	Iteration 8F: 3 clusters Score -7486484 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -7488841.000000 Penalty: 5265.655762
	Iteration 9F: 3 clusters Score -7488841 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -7491501.500000 Penalty: 5265.655762
	Iteration 10F: 3 clusters Score -7491502 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -7493432.000000 Penalty: 5265.655762
	Iteration 11Q: 3 clusters Score -7493432 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -7494287.000000 Penalty: 5265.655762
	Iteration 12Q: 3 clusters Score -7494287 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -7494644.500000 Penalty: 5265.655762
	Iteration 13Q: 3 clusters Score -7494644 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -7494847.000000 Penalty: 5265.655762
	Iteration 14Q: 3 clusters Score -7494847 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -7494955.000000 Penalty: 5265.655762
	Iteration 15Q: 3 clusters Score -7494955 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -7495056.000000 Penalty: 5265.655762
	Iteration 16Q: 3 clusters Score -7495056 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -7495120.500000 Penalty: 5265.655762
	Iteration 17Q: 3 clusters Score -7495120 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -7495176.000000 Penalty: 5265.655762
	Iteration 18Q: 3 clusters Score -7495176 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -7495238.000000 Penalty: 5265.655762
	Iteration 19Q: 3 clusters Score -7495238 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -7495279.500000 Penalty: 5265.655762
	Iteration 20F: 3 clusters Score -7495280 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -7495327.500000 Penalty: 5265.655762
	Iteration 21Q: 3 clusters Score -7495328 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -7495357.000000 Penalty: 5265.655762
	Iteration 22Q: 3 clusters Score -7495357 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -7495352.500000 Penalty: 5265.655762
	Iteration 23Q: 3 clusters Score -7495352 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -7495350.000000 Penalty: 5265.655762
	Iteration 24Q: 3 clusters Score -7495350 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -7495378.500000 Penalty: 5265.655762
	Iteration 25Q: 3 clusters Score -7495378 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -7495408.000000 Penalty: 5265.655762
	Iteration 26Q: 3 clusters Score -7495408 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -7495414.000000 Penalty: 5265.655762
	Iteration 27Q: 3 clusters Score -7495414 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -7495420.000000 Penalty: 5265.655762
	Iteration 28Q: 3 clusters Score -7495420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -7495435.000000 Penalty: 5265.655762
	Iteration 29Q: 3 clusters Score -7495435 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -7495423.000000 Penalty: 5265.655762
	Iteration 30Q: 3 clusters Score -7495423 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -7495434.500000 Penalty: 5265.655762
	Iteration 31Q: 3 clusters Score -7495434 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -7495431.000000 Penalty: 5265.655762
	Iteration 32Q: 3 clusters Score -7495431 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -7495433.500000 Penalty: 5265.655762
	Iteration 33Q: 3 clusters Score -7495434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -7495447.000000 Penalty: 5265.655762
	Iteration 34Q: 3 clusters Score -7495447 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -7495451.500000 Penalty: 5265.655762
	Iteration 35Q: 3 clusters Score -7495452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -7495449.000000 Penalty: 5265.655762
	Iteration 36Q: 3 clusters Score -7495449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -7495448.500000 Penalty: 5265.655762
	Iteration 37Q: 3 clusters Score -7495448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -7495451.500000 Penalty: 5265.655762
	Iteration 38Q: 3 clusters Score -7495452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -7495459.500000 Penalty: 5265.655762
	Iteration 39Q: 3 clusters Score -7495460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -7495458.000000 Penalty: 5265.655762
	Iteration 40F: 3 clusters Score -7495458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -7495466.000000 Penalty: 5265.655762
	Iteration 41Q: 3 clusters Score -7495466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -7495468.000000 Penalty: 5265.655762
	Iteration 42Q: 3 clusters Score -7495468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -7495495.500000 Penalty: 5265.655762
	Iteration 43Q: 3 clusters Score -7495496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -7495491.500000 Penalty: 5265.655762
	Iteration 44Q: 3 clusters Score -7495492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -7495479.500000 Penalty: 5265.655762
	Iteration 45Q: 3 clusters Score -7495480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -7495475.500000 Penalty: 5265.655762
	Iteration 46Q: 3 clusters Score -7495476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -7495478.500000 Penalty: 5265.655762
	Iteration 47Q: 3 clusters Score -7495478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -7495480.000000 Penalty: 5265.655762
	Iteration 48Q: 3 clusters Score -7495480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -7495479.500000 Penalty: 5265.655762
	Iteration 49Q: 3 clusters Score -7495480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -7495486.000000 Penalty: 5265.655762
	Iteration 50Q: 3 clusters Score -7495486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -7495486.500000 Penalty: 5265.655762
	Iteration 51Q: 3 clusters Score -7495486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -7495501.500000 Penalty: 5265.655762
	Iteration 52Q: 3 clusters Score -7495502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -7495497.500000 Penalty: 5265.655762
	Iteration 53Q: 3 clusters Score -7495498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -7495509.000000 Penalty: 5265.655762
	Iteration 54Q: 3 clusters Score -7495509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -7495499.000000 Penalty: 5265.655762
	Iteration 55Q: 3 clusters Score -7495499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -7495505.500000 Penalty: 5265.655762
	Iteration 56Q: 3 clusters Score -7495506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -7495502.500000 Penalty: 5265.655762
	Iteration 57Q: 3 clusters Score -7495502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -7495509.500000 Penalty: 5265.655762
	Iteration 58Q: 3 clusters Score -7495510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -7495520.500000 Penalty: 5265.655762
	Iteration 59Q: 3 clusters Score -7495520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -7495516.500000 Penalty: 5265.655762
	Iteration 60F: 3 clusters Score -7495516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -7495527.000000 Penalty: 5265.655762
	Iteration 61Q: 3 clusters Score -7495527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -7495530.500000 Penalty: 5265.655762
	Iteration 62Q: 3 clusters Score -7495530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -7495527.500000 Penalty: 5265.655762
	Iteration 63Q: 3 clusters Score -7495528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -7495526.500000 Penalty: 5265.655762
	Iteration 64Q: 3 clusters Score -7495526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -7495521.500000 Penalty: 5265.655762
	Iteration 65Q: 3 clusters Score -7495522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -7495524.000000 Penalty: 5265.655762
	Iteration 66Q: 3 clusters Score -7495524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -7495524.000000 Penalty: 5265.655762
	Iteration 67Q: 3 clusters Score -7495524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -7495515.000000 Penalty: 5265.655762
	Iteration 68Q: 3 clusters Score -7495515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -7495528.000000 Penalty: 5265.655762
	Iteration 69Q: 3 clusters Score -7495528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -7495513.500000 Penalty: 5265.655762
	Iteration 70Q: 3 clusters Score -7495514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -7495518.500000 Penalty: 5265.655762
	Iteration 71Q: 3 clusters Score -7495518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -7495516.000000 Penalty: 5265.655762
	Iteration 72Q: 3 clusters Score -7495516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -7495518.500000 Penalty: 5265.655762
	Iteration 73Q: 3 clusters Score -7495518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -7495527.000000 Penalty: 5265.655762
	Iteration 74Q: 3 clusters Score -7495527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -7495529.000000 Penalty: 5265.655762
	Iteration 75Q: 3 clusters Score -7495529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -7495523.500000 Penalty: 5265.655762
	Iteration 76Q: 3 clusters Score -7495524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -7495529.000000 Penalty: 5265.655762
	Iteration 77Q: 3 clusters Score -7495529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -7495526.500000 Penalty: 5265.655762
	Iteration 78Q: 3 clusters Score -7495526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -7495522.000000 Penalty: 5265.655762
	Iteration 79Q: 3 clusters Score -7495522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -7495525.000000 Penalty: 5265.655762
	Iteration 80F: 3 clusters Score -7495525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -7495527.000000 Penalty: 5265.655762
	Iteration 81Q: 3 clusters Score -7495527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -7495517.000000 Penalty: 5265.655762
	Iteration 82Q: 3 clusters Score -7495517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -7495517.000000 Penalty: 5265.655762
	Iteration 83F: 3 clusters Score -7495517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Entering Unmasked Estep 
Score: -8370196.000000 Penalty: 2658.527588
	Iteration 0F: 2 clusters Score -8370196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -8341305.000000 Penalty: 5317.055176
	Iteration 0F: 3 clusters Score -8341305 nChanged 20804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -8352858.000000 Penalty: 5317.055176
	Iteration 1F: 3 clusters Score -8352858 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -8353607.500000 Penalty: 5317.055176
	Iteration 2Q: 3 clusters Score -8353608 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -8354556.500000 Penalty: 5317.055176
	Iteration 3Q: 3 clusters Score -8354556 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -8355852.000000 Penalty: 5317.055176
	Iteration 4F: 3 clusters Score -8355852 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -8357791.500000 Penalty: 5317.055176
	Iteration 5F: 3 clusters Score -8357792 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -8360320.000000 Penalty: 5317.055176
	Iteration 6F: 3 clusters Score -8360320 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -8363299.000000 Penalty: 5317.055176
	Iteration 7F: 3 clusters Score -8363299 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -8365930.000000 Penalty: 5317.055176
	Iteration 8F: 3 clusters Score -8365930 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -8367380.000000 Penalty: 5317.055176
	Iteration 9Q: 3 clusters Score -8367380 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -8367954.500000 Penalty: 5317.055176
	Iteration 10Q: 3 clusters Score -8367954 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -8368236.500000 Penalty: 5317.055176
	Iteration 11Q: 3 clusters Score -8368236 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -8368425.500000 Penalty: 5317.055176
	Iteration 12Q: 3 clusters Score -8368426 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -8368611.000000 Penalty: 5317.055176
	Iteration 13Q: 3 clusters Score -8368611 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -8368718.500000 Penalty: 5317.055176
	Iteration 14Q: 3 clusters Score -8368718 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -8368844.000000 Penalty: 5317.055176
	Iteration 15Q: 3 clusters Score -8368844 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -8368880.000000 Penalty: 5317.055176
	Iteration 16Q: 3 clusters Score -8368880 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -8368944.500000 Penalty: 5317.055176
	Iteration 17Q: 3 clusters Score -8368944 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -8368997.500000 Penalty: 5317.055176
	Iteration 18Q: 3 clusters Score -8368998 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -8369042.000000 Penalty: 5317.055176
	Iteration 19Q: 3 clusters Score -8369042 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -8369037.500000 Penalty: 5317.055176
	Iteration 20F: 3 clusters Score -8369038 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -8369063.000000 Penalty: 5317.055176
	Iteration 21Q: 3 clusters Score -8369063 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -8369095.500000 Penalty: 5317.055176
	Iteration 22Q: 3 clusters Score -8369096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -8369076.000000 Penalty: 5317.055176
	Iteration 23Q: 3 clusters Score -8369076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -8369092.500000 Penalty: 5317.055176
	Iteration 24Q: 3 clusters Score -8369092 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -8369118.000000 Penalty: 5317.055176
	Iteration 25Q: 3 clusters Score -8369118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -8369136.500000 Penalty: 5317.055176
	Iteration 26Q: 3 clusters Score -8369136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -8369125.000000 Penalty: 5317.055176
	Iteration 27Q: 3 clusters Score -8369125 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -8369137.000000 Penalty: 5317.055176
	Iteration 28Q: 3 clusters Score -8369137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -8369152.000000 Penalty: 5317.055176
	Iteration 29Q: 3 clusters Score -8369152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -8369153.000000 Penalty: 5317.055176
	Iteration 30Q: 3 clusters Score -8369153 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -8369161.500000 Penalty: 5317.055176
	Iteration 31Q: 3 clusters Score -8369162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -8369150.500000 Penalty: 5317.055176
	Iteration 32Q: 3 clusters Score -8369150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -8369179.000000 Penalty: 5317.055176
	Iteration 33Q: 3 clusters Score -8369179 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -8369186.500000 Penalty: 5317.055176
	Iteration 34Q: 3 clusters Score -8369186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -8369203.000000 Penalty: 5317.055176
	Iteration 35Q: 3 clusters Score -8369203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -8369197.500000 Penalty: 5317.055176
	Iteration 36Q: 3 clusters Score -8369198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -8369211.000000 Penalty: 5317.055176
	Iteration 37Q: 3 clusters Score -8369211 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -8369205.000000 Penalty: 5317.055176
	Iteration 38Q: 3 clusters Score -8369205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8369214.500000 Penalty: 5317.055176
	Iteration 39Q: 3 clusters Score -8369214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -8369231.000000 Penalty: 5317.055176
	Iteration 40F: 3 clusters Score -8369231 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8369254.500000 Penalty: 5317.055176
	Iteration 41Q: 3 clusters Score -8369254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -8369269.500000 Penalty: 5317.055176
	Iteration 42Q: 3 clusters Score -8369270 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -8369262.000000 Penalty: 5317.055176
	Iteration 43Q: 3 clusters Score -8369262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -8369280.500000 Penalty: 5317.055176
	Iteration 44Q: 3 clusters Score -8369280 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -8369272.500000 Penalty: 5317.055176
	Iteration 45Q: 3 clusters Score -8369272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -8369273.500000 Penalty: 5317.055176
	Iteration 46Q: 3 clusters Score -8369274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8369278.500000 Penalty: 5317.055176
	Iteration 47Q: 3 clusters Score -8369278 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -8369295.500000 Penalty: 5317.055176
	Iteration 48Q: 3 clusters Score -8369296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -8369313.500000 Penalty: 5317.055176
	Iteration 49Q: 3 clusters Score -8369314 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -8369344.000000 Penalty: 5317.055176
	Iteration 50Q: 3 clusters Score -8369344 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -8369345.500000 Penalty: 5317.055176
	Iteration 51Q: 3 clusters Score -8369346 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -8369337.500000 Penalty: 5317.055176
	Iteration 52Q: 3 clusters Score -8369338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -8369364.500000 Penalty: 5317.055176
	Iteration 53Q: 3 clusters Score -8369364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -8369341.000000 Penalty: 5317.055176
	Iteration 54Q: 3 clusters Score -8369341 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8369314.000000 Penalty: 5317.055176
	Iteration 55Q: 3 clusters Score -8369314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -8369294.000000 Penalty: 5317.055176
	Iteration 56Q: 3 clusters Score -8369294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -8369272.000000 Penalty: 5317.055176
	Iteration 57Q: 3 clusters Score -8369272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8369257.000000 Penalty: 5317.055176
	Iteration 58Q: 3 clusters Score -8369257 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8369241.500000 Penalty: 5317.055176
	Iteration 59Q: 3 clusters Score -8369242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8369246.500000 Penalty: 5317.055176
	Iteration 60F: 3 clusters Score -8369246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8369217.000000 Penalty: 5317.055176
	Iteration 61Q: 3 clusters Score -8369217 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8369194.000000 Penalty: 5317.055176
	Iteration 62Q: 3 clusters Score -8369194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8369166.500000 Penalty: 5317.055176
	Iteration 63Q: 3 clusters Score -8369166 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8369146.000000 Penalty: 5317.055176
	Iteration 64Q: 3 clusters Score -8369146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8369121.500000 Penalty: 5317.055176
	Iteration 65Q: 3 clusters Score -8369122 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8369074.000000 Penalty: 5317.055176
	Iteration 66Q: 3 clusters Score -8369074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8369051.000000 Penalty: 5317.055176
	Iteration 67Q: 3 clusters Score -8369051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8369013.000000 Penalty: 5317.055176
	Iteration 68Q: 3 clusters Score -8369013 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8368997.500000 Penalty: 5317.055176
	Iteration 69Q: 3 clusters Score -8368998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8368988.500000 Penalty: 5317.055176
	Iteration 70Q: 3 clusters Score -8368988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8368974.500000 Penalty: 5317.055176
	Iteration 71Q: 3 clusters Score -8368974 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8368985.000000 Penalty: 5317.055176
	Iteration 72Q: 3 clusters Score -8368985 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8368968.000000 Penalty: 5317.055176
	Iteration 73Q: 3 clusters Score -8368968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8368971.000000 Penalty: 5317.055176
	Iteration 74Q: 3 clusters Score -8368971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8368967.500000 Penalty: 5317.055176
	Iteration 75Q: 3 clusters Score -8368968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8368964.000000 Penalty: 5317.055176
	Iteration 76Q: 3 clusters Score -8368964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8368946.500000 Penalty: 5317.055176
	Iteration 77Q: 3 clusters Score -8368946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8368932.000000 Penalty: 5317.055176
	Iteration 78Q: 3 clusters Score -8368932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8368909.500000 Penalty: 5317.055176
	Iteration 79Q: 3 clusters Score -8368910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8368914.500000 Penalty: 5317.055176
	Iteration 80F: 3 clusters Score -8368914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8368912.000000 Penalty: 5317.055176
	Iteration 81Q: 3 clusters Score -8368912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8368911.500000 Penalty: 5317.055176
	Iteration 82Q: 3 clusters Score -8368912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8368897.000000 Penalty: 5317.055176
	Iteration 83Q: 3 clusters Score -8368897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8368896.500000 Penalty: 5317.055176
	Iteration 84Q: 3 clusters Score -8368896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8368882.000000 Penalty: 5317.055176
	Iteration 85Q: 3 clusters Score -8368882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8368889.000000 Penalty: 5317.055176
	Iteration 86Q: 3 clusters Score -8368889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8368877.500000 Penalty: 5317.055176
	Iteration 87Q: 3 clusters Score -8368878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8368874.000000 Penalty: 5317.055176
	Iteration 88Q: 3 clusters Score -8368874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8368874.000000 Penalty: 5317.055176
	Iteration 89Q: 3 clusters Score -8368874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8368878.000000 Penalty: 5317.055176
	Iteration 90Q: 3 clusters Score -8368878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8368870.500000 Penalty: 5317.055176
	Iteration 91Q: 3 clusters Score -8368870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8368850.000000 Penalty: 5317.055176
	Iteration 92Q: 3 clusters Score -8368850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8368864.500000 Penalty: 5317.055176
	Iteration 93Q: 3 clusters Score -8368864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8368857.500000 Penalty: 5317.055176
	Iteration 94Q: 3 clusters Score -8368858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8368851.500000 Penalty: 5317.055176
	Iteration 95Q: 3 clusters Score -8368852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8368856.500000 Penalty: 5317.055176
	Iteration 96Q: 3 clusters Score -8368856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8368851.500000 Penalty: 5317.055176
	Iteration 97Q: 3 clusters Score -8368852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8368850.500000 Penalty: 5317.055176
	Iteration 98Q: 3 clusters Score -8368850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8368848.000000 Penalty: 5317.055176
	Iteration 99Q: 3 clusters Score -8368848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8368847.000000 Penalty: 5317.055176
	Iteration 100F: 3 clusters Score -8368847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8368848.000000 Penalty: 5317.055176
	Iteration 101Q: 3 clusters Score -8368848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8368852.500000 Penalty: 5317.055176
	Iteration 102Q: 3 clusters Score -8368852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8368848.500000 Penalty: 5317.055176
	Iteration 103Q: 3 clusters Score -8368848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8368848.500000 Penalty: 5317.055176
	Iteration 104F: 3 clusters Score -8368848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -180295.875000 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -180295.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -178340.171875 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -178340.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -178668.484375 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -178668.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -178820.031250 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -178820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -178904.953125 Penalty: 3438.494141
	Iteration 3Q: 3 clusters Score -178905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -178944.250000 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -178944.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -178963.156250 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -178963.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -178995.984375 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -178996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179029.390625 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -179029.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -179057.171875 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -179057.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -179077.531250 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -179077.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -179097.937500 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -179097.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -179108.265625 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -179108.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -179115.046875 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -179115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -179126.734375 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -179126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -179132.812500 Penalty: 3438.494141
	Iteration 14Q: 3 clusters Score -179132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -179136.843750 Penalty: 3438.494141
	Iteration 15Q: 3 clusters Score -179136.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -179141.250000 Penalty: 3438.494141
	Iteration 16Q: 3 clusters Score -179141.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -179142.296875 Penalty: 3438.494141
	Iteration 17Q: 3 clusters Score -179142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -179145.078125 Penalty: 3438.494141
	Iteration 18Q: 3 clusters Score -179145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -179145.078125 Penalty: 3438.494141
	Iteration 19F: 3 clusters Score -179145.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Entering Unmasked Estep 
Score: -8369981.500000 Penalty: 2658.160156
	Iteration 0F: 2 clusters Score -8369982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -8339931.000000 Penalty: 5316.320312
	Iteration 0F: 3 clusters Score -8339931 nChanged 20802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -8351386.500000 Penalty: 5316.320312
	Iteration 1F: 3 clusters Score -8351386 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -8351885.000000 Penalty: 5316.320312
	Iteration 2Q: 3 clusters Score -8351885 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -8352283.500000 Penalty: 5316.320312
	Iteration 3Q: 3 clusters Score -8352284 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -8352615.000000 Penalty: 5316.320312
	Iteration 4Q: 3 clusters Score -8352615 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -8353063.000000 Penalty: 5316.320312
	Iteration 5Q: 3 clusters Score -8353063 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -8353501.500000 Penalty: 5316.320312
	Iteration 6Q: 3 clusters Score -8353502 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -8354090.000000 Penalty: 5316.320312
	Iteration 7Q: 3 clusters Score -8354090 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -8354901.500000 Penalty: 5316.320312
	Iteration 8Q: 3 clusters Score -8354902 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -8356112.500000 Penalty: 5316.320312
	Iteration 9Q: 3 clusters Score -8356112 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -8357809.000000 Penalty: 5316.320312
	Iteration 10F: 3 clusters Score -8357809 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -8359872.500000 Penalty: 5316.320312
	Iteration 11F: 3 clusters Score -8359872 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -8361734.000000 Penalty: 5316.320312
	Iteration 12F: 3 clusters Score -8361734 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -8363156.500000 Penalty: 5316.320312
	Iteration 13Q: 3 clusters Score -8363156 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -8364067.500000 Penalty: 5316.320312
	Iteration 14Q: 3 clusters Score -8364068 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -8364677.500000 Penalty: 5316.320312
	Iteration 15Q: 3 clusters Score -8364678 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -8365087.000000 Penalty: 5316.320312
	Iteration 16Q: 3 clusters Score -8365087 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -8365437.500000 Penalty: 5316.320312
	Iteration 17Q: 3 clusters Score -8365438 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -8365643.000000 Penalty: 5316.320312
	Iteration 18Q: 3 clusters Score -8365643 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -8365781.500000 Penalty: 5316.320312
	Iteration 19Q: 3 clusters Score -8365782 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -8365843.000000 Penalty: 5316.320312
	Iteration 20F: 3 clusters Score -8365843 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -8365936.500000 Penalty: 5316.320312
	Iteration 21Q: 3 clusters Score -8365936 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -8365989.000000 Penalty: 5316.320312
	Iteration 22Q: 3 clusters Score -8365989 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -8366011.500000 Penalty: 5316.320312
	Iteration 23Q: 3 clusters Score -8366012 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -8366044.000000 Penalty: 5316.320312
	Iteration 24Q: 3 clusters Score -8366044 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -8366015.500000 Penalty: 5316.320312
	Iteration 25Q: 3 clusters Score -8366016 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -8366014.500000 Penalty: 5316.320312
	Iteration 26Q: 3 clusters Score -8366014 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -8366019.000000 Penalty: 5316.320312
	Iteration 27Q: 3 clusters Score -8366019 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -8366009.000000 Penalty: 5316.320312
	Iteration 28Q: 3 clusters Score -8366009 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -8365990.000000 Penalty: 5316.320312
	Iteration 29Q: 3 clusters Score -8365990 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -8366002.500000 Penalty: 5316.320312
	Iteration 30Q: 3 clusters Score -8366002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -8365989.500000 Penalty: 5316.320312
	Iteration 31Q: 3 clusters Score -8365990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -8366002.500000 Penalty: 5316.320312
	Iteration 32Q: 3 clusters Score -8366002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -8366009.000000 Penalty: 5316.320312
	Iteration 33Q: 3 clusters Score -8366009 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -8366005.000000 Penalty: 5316.320312
	Iteration 34Q: 3 clusters Score -8366005 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -8366012.500000 Penalty: 5316.320312
	Iteration 35Q: 3 clusters Score -8366012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -8365999.000000 Penalty: 5316.320312
	Iteration 36Q: 3 clusters Score -8365999 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -8366003.000000 Penalty: 5316.320312
	Iteration 37Q: 3 clusters Score -8366003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -8365998.500000 Penalty: 5316.320312
	Iteration 38Q: 3 clusters Score -8365998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -8365996.000000 Penalty: 5316.320312
	Iteration 39Q: 3 clusters Score -8365996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -8365996.000000 Penalty: 5316.320312
	Iteration 40F: 3 clusters Score -8365996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -8365997.000000 Penalty: 5316.320312
	Iteration 41Q: 3 clusters Score -8365997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -8365991.500000 Penalty: 5316.320312
	Iteration 42Q: 3 clusters Score -8365992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -8365987.500000 Penalty: 5316.320312
	Iteration 43Q: 3 clusters Score -8365988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -8365990.000000 Penalty: 5316.320312
	Iteration 44Q: 3 clusters Score -8365990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -8365991.500000 Penalty: 5316.320312
	Iteration 45Q: 3 clusters Score -8365992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -8365991.000000 Penalty: 5316.320312
	Iteration 46Q: 3 clusters Score -8365991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -8365988.500000 Penalty: 5316.320312
	Iteration 47Q: 3 clusters Score -8365988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -8365983.500000 Penalty: 5316.320312
	Iteration 48Q: 3 clusters Score -8365984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -8365981.000000 Penalty: 5316.320312
	Iteration 49Q: 3 clusters Score -8365981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -8365984.000000 Penalty: 5316.320312
	Iteration 50Q: 3 clusters Score -8365984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -8365990.000000 Penalty: 5316.320312
	Iteration 51Q: 3 clusters Score -8365990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -8365996.500000 Penalty: 5316.320312
	Iteration 52Q: 3 clusters Score -8365996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -8365997.500000 Penalty: 5316.320312
	Iteration 53Q: 3 clusters Score -8365998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -8365991.000000 Penalty: 5316.320312
	Iteration 54Q: 3 clusters Score -8365991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -8365991.000000 Penalty: 5316.320312
	Iteration 55F: 3 clusters Score -8365991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -19757.708984 Penalty: 1361.256592
	Iteration 0F: 2 clusters Score -19757.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18730.275391 Penalty: 2722.513184
	Iteration 0F: 3 clusters Score -18730.28 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18884.291016 Penalty: 2722.513184
	Iteration 1F: 3 clusters Score -18884.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18908.607422 Penalty: 2722.513184
	Iteration 2Q: 3 clusters Score -18908.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18910.162109 Penalty: 2722.513184
	Iteration 3Q: 3 clusters Score -18910.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18910.162109 Penalty: 2722.513184
	Iteration 4F: 3 clusters Score -18910.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Entering Unmasked Estep 
Score: -7834863.000000 Penalty: 2640.672607
	Iteration 0F: 2 clusters Score -7834863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -7807274.000000 Penalty: 5281.345215
	Iteration 0F: 3 clusters Score -7807274 nChanged 19392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -7818009.000000 Penalty: 5281.345215
	Iteration 1F: 3 clusters Score -7818009 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -7818511.500000 Penalty: 5281.345215
	Iteration 2Q: 3 clusters Score -7818512 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -7819041.000000 Penalty: 5281.345215
	Iteration 3Q: 3 clusters Score -7819041 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -7819554.000000 Penalty: 5281.345215
	Iteration 4Q: 3 clusters Score -7819554 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -7820212.500000 Penalty: 5281.345215
	Iteration 5Q: 3 clusters Score -7820212 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -7821185.000000 Penalty: 5281.345215
	Iteration 6Q: 3 clusters Score -7821185 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -7822422.500000 Penalty: 5281.345215
	Iteration 7F: 3 clusters Score -7822422 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -7824270.000000 Penalty: 5281.345215
	Iteration 8F: 3 clusters Score -7824270 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -7826634.500000 Penalty: 5281.345215
	Iteration 9F: 3 clusters Score -7826634 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -7829042.500000 Penalty: 5281.345215
	Iteration 10F: 3 clusters Score -7829042 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -7830898.000000 Penalty: 5281.345215
	Iteration 11F: 3 clusters Score -7830898 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7831791.000000 Penalty: 5281.345215
	Iteration 12Q: 3 clusters Score -7831791 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7832225.500000 Penalty: 5281.345215
	Iteration 13Q: 3 clusters Score -7832226 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7832353.500000 Penalty: 5281.345215
	Iteration 14Q: 3 clusters Score -7832354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7832428.000000 Penalty: 5281.345215
	Iteration 15Q: 3 clusters Score -7832428 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7832487.000000 Penalty: 5281.345215
	Iteration 16Q: 3 clusters Score -7832487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7832506.000000 Penalty: 5281.345215
	Iteration 17Q: 3 clusters Score -7832506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7832536.500000 Penalty: 5281.345215
	Iteration 18Q: 3 clusters Score -7832536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7832548.500000 Penalty: 5281.345215
	Iteration 19Q: 3 clusters Score -7832548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7832559.500000 Penalty: 5281.345215
	Iteration 20F: 3 clusters Score -7832560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7832571.500000 Penalty: 5281.345215
	Iteration 21Q: 3 clusters Score -7832572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7832584.500000 Penalty: 5281.345215
	Iteration 22Q: 3 clusters Score -7832584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7832588.500000 Penalty: 5281.345215
	Iteration 23Q: 3 clusters Score -7832588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7832592.000000 Penalty: 5281.345215
	Iteration 24Q: 3 clusters Score -7832592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7832584.500000 Penalty: 5281.345215
	Iteration 25Q: 3 clusters Score -7832584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7832584.500000 Penalty: 5281.345215
	Iteration 26F: 3 clusters Score -7832584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Entering Unmasked Estep 
Score: -73560.960938 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -73560.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72035.851562 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -72035.85 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72386.593750 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -72386.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72578.828125 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -72578.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72649.390625 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -72649.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -72697.281250 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -72697.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72734.101562 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -72734.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72761.593750 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -72761.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72769.578125 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -72769.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72777.828125 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -72777.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72801.937500 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -72801.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72809.687500 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -72809.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72817.406250 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -72817.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72818.539062 Penalty: 3146.564697
	Iteration 12Q: 3 clusters Score -72818.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72818.539062 Penalty: 3146.564697
	Iteration 13F: 3 clusters Score -72818.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Entering Unmasked Estep 
Score: -8145678.500000 Penalty: 2649.956787
	Iteration 0F: 2 clusters Score -8145678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -8117523.000000 Penalty: 5299.913574
	Iteration 0F: 3 clusters Score -8117523 nChanged 20038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -8128303.500000 Penalty: 5299.913574
	Iteration 1F: 3 clusters Score -8128304 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -8128806.500000 Penalty: 5299.913574
	Iteration 2Q: 3 clusters Score -8128806 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -8129258.000000 Penalty: 5299.913574
	Iteration 3Q: 3 clusters Score -8129258 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -8129752.000000 Penalty: 5299.913574
	Iteration 4Q: 3 clusters Score -8129752 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -8130341.000000 Penalty: 5299.913574
	Iteration 5Q: 3 clusters Score -8130341 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -8131080.000000 Penalty: 5299.913574
	Iteration 6Q: 3 clusters Score -8131080 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -8132196.000000 Penalty: 5299.913574
	Iteration 7Q: 3 clusters Score -8132196 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -8133970.000000 Penalty: 5299.913574
	Iteration 8F: 3 clusters Score -8133970 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -8136370.000000 Penalty: 5299.913574
	Iteration 9F: 3 clusters Score -8136370 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -8139058.000000 Penalty: 5299.913574
	Iteration 10F: 3 clusters Score -8139058 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -8140925.500000 Penalty: 5299.913574
	Iteration 11F: 3 clusters Score -8140926 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8141985.000000 Penalty: 5299.913574
	Iteration 12Q: 3 clusters Score -8141985 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8142725.500000 Penalty: 5299.913574
	Iteration 13Q: 3 clusters Score -8142726 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8143089.000000 Penalty: 5299.913574
	Iteration 14Q: 3 clusters Score -8143089 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8143265.500000 Penalty: 5299.913574
	Iteration 15Q: 3 clusters Score -8143266 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8143395.500000 Penalty: 5299.913574
	Iteration 16Q: 3 clusters Score -8143396 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8143463.500000 Penalty: 5299.913574
	Iteration 17Q: 3 clusters Score -8143464 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8143470.500000 Penalty: 5299.913574
	Iteration 18Q: 3 clusters Score -8143470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8143478.000000 Penalty: 5299.913574
	Iteration 19Q: 3 clusters Score -8143478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8143488.000000 Penalty: 5299.913574
	Iteration 20F: 3 clusters Score -8143488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8143499.500000 Penalty: 5299.913574
	Iteration 21Q: 3 clusters Score -8143500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8143514.500000 Penalty: 5299.913574
	Iteration 22Q: 3 clusters Score -8143514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8143534.000000 Penalty: 5299.913574
	Iteration 23Q: 3 clusters Score -8143534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8143544.000000 Penalty: 5299.913574
	Iteration 24Q: 3 clusters Score -8143544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8143546.500000 Penalty: 5299.913574
	Iteration 25Q: 3 clusters Score -8143546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8143542.500000 Penalty: 5299.913574
	Iteration 26Q: 3 clusters Score -8143542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8143543.500000 Penalty: 5299.913574
	Iteration 27Q: 3 clusters Score -8143544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8143554.000000 Penalty: 5299.913574
	Iteration 28Q: 3 clusters Score -8143554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8143561.000000 Penalty: 5299.913574
	Iteration 29Q: 3 clusters Score -8143561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8143569.500000 Penalty: 5299.913574
	Iteration 30Q: 3 clusters Score -8143570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8143565.000000 Penalty: 5299.913574
	Iteration 31Q: 3 clusters Score -8143565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8143566.000000 Penalty: 5299.913574
	Iteration 32Q: 3 clusters Score -8143566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8143566.000000 Penalty: 5299.913574
	Iteration 33F: 3 clusters Score -8143566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Entering Unmasked Estep 
Score: -7644639.500000 Penalty: 2638.067627
	Iteration 0F: 2 clusters Score -7644640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -7616592.000000 Penalty: 5276.135254
	Iteration 0F: 3 clusters Score -7616592 nChanged 19127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -7627006.000000 Penalty: 5276.135254
	Iteration 1F: 3 clusters Score -7627006 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -7627844.000000 Penalty: 5276.135254
	Iteration 2Q: 3 clusters Score -7627844 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -7628809.500000 Penalty: 5276.135254
	Iteration 3Q: 3 clusters Score -7628810 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -7630060.000000 Penalty: 5276.135254
	Iteration 4F: 3 clusters Score -7630060 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -7631475.500000 Penalty: 5276.135254
	Iteration 5F: 3 clusters Score -7631476 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -7633193.000000 Penalty: 5276.135254
	Iteration 6F: 3 clusters Score -7633193 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -7635146.000000 Penalty: 5276.135254
	Iteration 7F: 3 clusters Score -7635146 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -7637157.000000 Penalty: 5276.135254
	Iteration 8F: 3 clusters Score -7637157 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -7638602.000000 Penalty: 5276.135254
	Iteration 9F: 3 clusters Score -7638602 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -7639446.000000 Penalty: 5276.135254
	Iteration 10Q: 3 clusters Score -7639446 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -7640002.500000 Penalty: 5276.135254
	Iteration 11Q: 3 clusters Score -7640002 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -7640488.500000 Penalty: 5276.135254
	Iteration 12Q: 3 clusters Score -7640488 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -7640877.000000 Penalty: 5276.135254
	Iteration 13Q: 3 clusters Score -7640877 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -7641171.000000 Penalty: 5276.135254
	Iteration 14Q: 3 clusters Score -7641171 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -7641390.500000 Penalty: 5276.135254
	Iteration 15Q: 3 clusters Score -7641390 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -7641542.500000 Penalty: 5276.135254
	Iteration 16Q: 3 clusters Score -7641542 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -7641682.500000 Penalty: 5276.135254
	Iteration 17Q: 3 clusters Score -7641682 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -7641812.000000 Penalty: 5276.135254
	Iteration 18Q: 3 clusters Score -7641812 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -7641907.500000 Penalty: 5276.135254
	Iteration 19Q: 3 clusters Score -7641908 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -7641989.500000 Penalty: 5276.135254
	Iteration 20F: 3 clusters Score -7641990 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -7642059.500000 Penalty: 5276.135254
	Iteration 21Q: 3 clusters Score -7642060 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -7642128.500000 Penalty: 5276.135254
	Iteration 22Q: 3 clusters Score -7642128 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -7642183.500000 Penalty: 5276.135254
	Iteration 23Q: 3 clusters Score -7642184 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -7642280.000000 Penalty: 5276.135254
	Iteration 24Q: 3 clusters Score -7642280 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -7642348.000000 Penalty: 5276.135254
	Iteration 25Q: 3 clusters Score -7642348 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -7642406.000000 Penalty: 5276.135254
	Iteration 26Q: 3 clusters Score -7642406 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -7642457.000000 Penalty: 5276.135254
	Iteration 27Q: 3 clusters Score -7642457 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -7642506.000000 Penalty: 5276.135254
	Iteration 28Q: 3 clusters Score -7642506 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -7642547.500000 Penalty: 5276.135254
	Iteration 29Q: 3 clusters Score -7642548 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -7642605.000000 Penalty: 5276.135254
	Iteration 30Q: 3 clusters Score -7642605 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -7642618.000000 Penalty: 5276.135254
	Iteration 31Q: 3 clusters Score -7642618 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -7642660.500000 Penalty: 5276.135254
	Iteration 32Q: 3 clusters Score -7642660 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -7642675.000000 Penalty: 5276.135254
	Iteration 33Q: 3 clusters Score -7642675 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -7642696.500000 Penalty: 5276.135254
	Iteration 34Q: 3 clusters Score -7642696 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -7642744.500000 Penalty: 5276.135254
	Iteration 35Q: 3 clusters Score -7642744 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -7642792.500000 Penalty: 5276.135254
	Iteration 36Q: 3 clusters Score -7642792 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -7642848.500000 Penalty: 5276.135254
	Iteration 37Q: 3 clusters Score -7642848 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -7642910.000000 Penalty: 5276.135254
	Iteration 38Q: 3 clusters Score -7642910 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7642957 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7643027 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7643042 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7643075 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7643115 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7643132 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -7643159.500000 Penalty: 5276.135254
	Iteration 45Q: 3 clusters Score -7643160 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -7643197.500000 Penalty: 5276.135254
	Iteration 46Q: 3 clusters Score -7643198 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -7643193.500000 Penalty: 5276.135254
	Iteration 47Q: 3 clusters Score -7643194 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -7643228.500000 Penalty: 5276.135254
	Iteration 48Q: 3 clusters Score -7643228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7643270 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7643271 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7643272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7643287 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -7643283.000000 Penalty: 5276.135254
	Iteration 53Q: 3 clusters Score -7643283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7643291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -7643302.500000 Penalty: 5276.135254
	Iteration 55Q: 3 clusters Score -7643302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -7643299.000000 Penalty: 5276.135254
	Iteration 56Q: 3 clusters Score -7643299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -7643313.500000 Penalty: 5276.135254
	Iteration 57Q: 3 clusters Score -7643314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7643300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -7643312.000000 Penalty: 5276.135254
	Iteration 59Q: 3 clusters Score -7643312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -7643320.500000 Penalty: 5276.135254
	Iteration 60F: 3 clusters Score -7643320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -7643322.500000 Penalty: 5276.135254
	Iteration 61Q: 3 clusters Score -7643322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -7643315.500000 Penalty: 5276.135254
	Iteration 62Q: 3 clusters Score -7643316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7643320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -7643324.000000 Penalty: 5276.135254
	Iteration 64Q: 3 clusters Score -7643324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -7643329.000000 Penalty: 5276.135254
	Iteration 65Q: 3 clusters Score -7643329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -7643331.500000 Penalty: 5276.135254
	Iteration 66Q: 3 clusters Score -7643332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -7643330.500000 Penalty: 5276.135254
	Iteration 67Q: 3 clusters Score -7643330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -7643322.500000 Penalty: 5276.135254
	Iteration 68Q: 3 clusters Score -7643322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -7643319.500000 Penalty: 5276.135254
	Iteration 69Q: 3 clusters Score -7643320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -7643338.500000 Penalty: 5276.135254
	Iteration 70Q: 3 clusters Score -7643338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7643338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7643331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -7643330.000000 Penalty: 5276.135254
	Iteration 73Q: 3 clusters Score -7643330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -7643335.000000 Penalty: 5276.135254
	Iteration 74Q: 3 clusters Score -7643335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -7643335.500000 Penalty: 5276.135254
	Iteration 75Q: 3 clusters Score -7643336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -7643343.500000 Penalty: 5276.135254
	Iteration 76Q: 3 clusters Score -7643344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -7643338.000000 Penalty: 5276.135254
	Iteration 77Q: 3 clusters Score -7643338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -7643340.500000 Penalty: 5276.135254
	Iteration 78Q: 3 clusters Score -7643340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -7643350.500000 Penalty: 5276.135254
	Iteration 79Q: 3 clusters Score -7643350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -7643360.000000 Penalty: 5276.135254
	Iteration 80F: 3 clusters Score -7643360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -7643369.500000 Penalty: 5276.135254
	Iteration 81Q: 3 clusters Score -7643370 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -7643365.000000 Penalty: 5276.135254
	Iteration 82Q: 3 clusters Score -7643365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -7643355.500000 Penalty: 5276.135254
	Iteration 83Q: 3 clusters Score -7643356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -7643359.500000 Penalty: 5276.135254
	Iteration 84Q: 3 clusters Score -7643360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -7643356.000000 Penalty: 5276.135254
	Iteration 85Q: 3 clusters Score -7643356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -7643360.000000 Penalty: 5276.135254
	Iteration 86Q: 3 clusters Score -7643360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -7643363.000000 Penalty: 5276.135254
	Iteration 87Q: 3 clusters Score -7643363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -7643355.500000 Penalty: 5276.135254
	Iteration 88Q: 3 clusters Score -7643356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7643360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7643356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -7643357.500000 Penalty: 5276.135254
	Iteration 91Q: 3 clusters Score -7643358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7643357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -7643351.500000 Penalty: 5276.135254
	Iteration 93Q: 3 clusters Score -7643352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -7643351.500000 Penalty: 5276.135254
	Iteration 94Q: 3 clusters Score -7643352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -7643348.000000 Penalty: 5276.135254
	Iteration 95Q: 3 clusters Score -7643348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -7643355.500000 Penalty: 5276.135254
	Iteration 96Q: 3 clusters Score -7643356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -7643359.000000 Penalty: 5276.135254
	Iteration 97Q: 3 clusters Score -7643359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -7643359.000000 Penalty: 5276.135254
	Iteration 98Q: 3 clusters Score -7643359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -7643355.000000 Penalty: 5276.135254
	Iteration 99Q: 3 clusters Score -7643355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -7643356.000000 Penalty: 5276.135254
	Iteration 100F: 3 clusters Score -7643356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7643357.500000 Penalty: 5276.135254
	Iteration 101Q: 3 clusters Score -7643358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -7643355.500000 Penalty: 5276.135254
	Iteration 102Q: 3 clusters Score -7643356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -7643359.000000 Penalty: 5276.135254
	Iteration 103Q: 3 clusters Score -7643359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -7643354.500000 Penalty: 5276.135254
	Iteration 104Q: 3 clusters Score -7643354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -7643350.500000 Penalty: 5276.135254
	Iteration 105Q: 3 clusters Score -7643350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -7643354.000000 Penalty: 5276.135254
	Iteration 106Q: 3 clusters Score -7643354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -7643350.000000 Penalty: 5276.135254
	Iteration 107Q: 3 clusters Score -7643350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -7643351.000000 Penalty: 5276.135254
	Iteration 108Q: 3 clusters Score -7643351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -7643354.500000 Penalty: 5276.135254
	Iteration 109Q: 3 clusters Score -7643354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -7643352.500000 Penalty: 5276.135254
	Iteration 110Q: 3 clusters Score -7643352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -7643350.000000 Penalty: 5276.135254
	Iteration 111Q: 3 clusters Score -7643350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 39380 members 
Entering Unmasked Estep 
Score: -7643350.000000 Penalty: 5276.135254
	Iteration 112Q: 3 clusters Score -7643350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -7643346.000000 Penalty: 5276.135254
	Iteration 113Q: 3 clusters Score -7643346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7643350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7643361 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
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	Iteration 116F: 3 clusters Score -7643361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39202 members 
Entering Unmasked Estep 
Score: -7180552.500000 Penalty: 2622.967773
	Iteration 0F: 2 clusters Score -7180552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7154300 nChanged 17980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7164092 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7164638 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7165076 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7165640 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -7166516.000000 Penalty: 5245.935547
	Iteration 5Q: 3 clusters Score -7166516 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -7167729.000000 Penalty: 5245.935547
	Iteration 6Q: 3 clusters Score -7167729 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -7169282.000000 Penalty: 5245.935547
	Iteration 7F: 3 clusters Score -7169282 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -7170990.500000 Penalty: 5245.935547
	Iteration 8F: 3 clusters Score -7170990 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -7172509.500000 Penalty: 5245.935547
	Iteration 9F: 3 clusters Score -7172510 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -7173762.000000 Penalty: 5245.935547
	Iteration 10Q: 3 clusters Score -7173762 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -7174757.500000 Penalty: 5245.935547
	Iteration 11Q: 3 clusters Score -7174758 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -7175544.500000 Penalty: 5245.935547
	Iteration 12Q: 3 clusters Score -7175544 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7176190.000000 Penalty: 5245.935547
	Iteration 13Q: 3 clusters Score -7176190 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -7176665.000000 Penalty: 5245.935547
	Iteration 14Q: 3 clusters Score -7176665 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -7177092.000000 Penalty: 5245.935547
	Iteration 15Q: 3 clusters Score -7177092 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -7177397.000000 Penalty: 5245.935547
	Iteration 16Q: 3 clusters Score -7177397 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -7177640.000000 Penalty: 5245.935547
	Iteration 17Q: 3 clusters Score -7177640 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -7177829.500000 Penalty: 5245.935547
	Iteration 18Q: 3 clusters Score -7177830 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -7177953.000000 Penalty: 5245.935547
	Iteration 19Q: 3 clusters Score -7177953 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -7178035.000000 Penalty: 5245.935547
	Iteration 20F: 3 clusters Score -7178035 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -7178114.500000 Penalty: 5245.935547
	Iteration 21Q: 3 clusters Score -7178114 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -7178162.500000 Penalty: 5245.935547
	Iteration 22Q: 3 clusters Score -7178162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -7178194.000000 Penalty: 5245.935547
	Iteration 23Q: 3 clusters Score -7178194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -7178212.000000 Penalty: 5245.935547
	Iteration 24Q: 3 clusters Score -7178212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -7178239.500000 Penalty: 5245.935547
	Iteration 25Q: 3 clusters Score -7178240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -7178249.000000 Penalty: 5245.935547
	Iteration 26Q: 3 clusters Score -7178249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -7178248.500000 Penalty: 5245.935547
	Iteration 27Q: 3 clusters Score -7178248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -7178252.000000 Penalty: 5245.935547
	Iteration 28Q: 3 clusters Score -7178252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -7178266.500000 Penalty: 5245.935547
	Iteration 29Q: 3 clusters Score -7178266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -7178273.500000 Penalty: 5245.935547
	Iteration 30Q: 3 clusters Score -7178274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -7178271.500000 Penalty: 5245.935547
	Iteration 31Q: 3 clusters Score -7178272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -7178277.000000 Penalty: 5245.935547
	Iteration 32Q: 3 clusters Score -7178277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -7178274.500000 Penalty: 5245.935547
	Iteration 33Q: 3 clusters Score -7178274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -7178274.000000 Penalty: 5245.935547
	Iteration 34Q: 3 clusters Score -7178274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -7178280.500000 Penalty: 5245.935547
	Iteration 35Q: 3 clusters Score -7178280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -7178278.500000 Penalty: 5245.935547
	Iteration 36Q: 3 clusters Score -7178278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -7178278.000000 Penalty: 5245.935547
	Iteration 37Q: 3 clusters Score -7178278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -7178278.000000 Penalty: 5245.935547
	Iteration 38Q: 3 clusters Score -7178278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -7178278.000000 Penalty: 5245.935547
	Iteration 39F: 3 clusters Score -7178278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Entering Unmasked Estep 
Score: -8109042.500000 Penalty: 2650.200684
	Iteration 0F: 2 clusters Score -8109042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -8080461.000000 Penalty: 5300.401367
	Iteration 0F: 3 clusters Score -8080461 nChanged 20096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -8091247.000000 Penalty: 5300.401367
	Iteration 1F: 3 clusters Score -8091247 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -8091792.000000 Penalty: 5300.401367
	Iteration 2Q: 3 clusters Score -8091792 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -8092265.000000 Penalty: 5300.401367
	Iteration 3Q: 3 clusters Score -8092265 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -8092821.000000 Penalty: 5300.401367
	Iteration 4Q: 3 clusters Score -8092821 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -8093440.000000 Penalty: 5300.401367
	Iteration 5Q: 3 clusters Score -8093440 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -8094230.000000 Penalty: 5300.401367
	Iteration 6Q: 3 clusters Score -8094230 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -8095172.000000 Penalty: 5300.401367
	Iteration 7Q: 3 clusters Score -8095172 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -8096308.500000 Penalty: 5300.401367
	Iteration 8Q: 3 clusters Score -8096308 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -8097803.500000 Penalty: 5300.401367
	Iteration 9F: 3 clusters Score -8097804 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -8099398.500000 Penalty: 5300.401367
	Iteration 10F: 3 clusters Score -8099398 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -8100605.500000 Penalty: 5300.401367
	Iteration 11Q: 3 clusters Score -8100606 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -8101290.000000 Penalty: 5300.401367
	Iteration 12Q: 3 clusters Score -8101290 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -8101667.000000 Penalty: 5300.401367
	Iteration 13Q: 3 clusters Score -8101667 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -8101835.500000 Penalty: 5300.401367
	Iteration 14Q: 3 clusters Score -8101836 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -8101965.000000 Penalty: 5300.401367
	Iteration 15Q: 3 clusters Score -8101965 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -8102107.000000 Penalty: 5300.401367
	Iteration 16Q: 3 clusters Score -8102107 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -8102215.000000 Penalty: 5300.401367
	Iteration 17Q: 3 clusters Score -8102215 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -8102378.500000 Penalty: 5300.401367
	Iteration 18Q: 3 clusters Score -8102378 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -8102441.500000 Penalty: 5300.401367
	Iteration 19Q: 3 clusters Score -8102442 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -8102586.000000 Penalty: 5300.401367
	Iteration 20F: 3 clusters Score -8102586 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -8102721.000000 Penalty: 5300.401367
	Iteration 21Q: 3 clusters Score -8102721 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -8102796.000000 Penalty: 5300.401367
	Iteration 22Q: 3 clusters Score -8102796 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -8102900.500000 Penalty: 5300.401367
	Iteration 23Q: 3 clusters Score -8102900 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -8103000.500000 Penalty: 5300.401367
	Iteration 24Q: 3 clusters Score -8103000 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -8103079.500000 Penalty: 5300.401367
	Iteration 25Q: 3 clusters Score -8103080 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -8103143.500000 Penalty: 5300.401367
	Iteration 26Q: 3 clusters Score -8103144 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -8103240.500000 Penalty: 5300.401367
	Iteration 27Q: 3 clusters Score -8103240 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -8103318.500000 Penalty: 5300.401367
	Iteration 28Q: 3 clusters Score -8103318 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -8103365.000000 Penalty: 5300.401367
	Iteration 29Q: 3 clusters Score -8103365 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -8103455.000000 Penalty: 5300.401367
	Iteration 30Q: 3 clusters Score -8103455 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -8103518.000000 Penalty: 5300.401367
	Iteration 31Q: 3 clusters Score -8103518 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -8103629.500000 Penalty: 5300.401367
	Iteration 32Q: 3 clusters Score -8103630 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -8103672.000000 Penalty: 5300.401367
	Iteration 33Q: 3 clusters Score -8103672 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -8103735.000000 Penalty: 5300.401367
	Iteration 34Q: 3 clusters Score -8103735 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -8103806.500000 Penalty: 5300.401367
	Iteration 35Q: 3 clusters Score -8103806 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -8103895.500000 Penalty: 5300.401367
	Iteration 36Q: 3 clusters Score -8103896 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -8103954.500000 Penalty: 5300.401367
	Iteration 37Q: 3 clusters Score -8103954 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -8103979.500000 Penalty: 5300.401367
	Iteration 38Q: 3 clusters Score -8103980 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -8104015.000000 Penalty: 5300.401367
	Iteration 39Q: 3 clusters Score -8104015 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -8104063.500000 Penalty: 5300.401367
	Iteration 40F: 3 clusters Score -8104064 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -8104075.000000 Penalty: 5300.401367
	Iteration 41Q: 3 clusters Score -8104075 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -8104111.500000 Penalty: 5300.401367
	Iteration 42Q: 3 clusters Score -8104112 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -8104148.500000 Penalty: 5300.401367
	Iteration 43Q: 3 clusters Score -8104148 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -8104205.500000 Penalty: 5300.401367
	Iteration 44Q: 3 clusters Score -8104206 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -8104252.500000 Penalty: 5300.401367
	Iteration 45Q: 3 clusters Score -8104252 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -8104263.000000 Penalty: 5300.401367
	Iteration 46Q: 3 clusters Score -8104263 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -8104297.500000 Penalty: 5300.401367
	Iteration 47Q: 3 clusters Score -8104298 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -8104337.500000 Penalty: 5300.401367
	Iteration 48Q: 3 clusters Score -8104338 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -8104391.000000 Penalty: 5300.401367
	Iteration 49Q: 3 clusters Score -8104391 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -8104434.000000 Penalty: 5300.401367
	Iteration 50Q: 3 clusters Score -8104434 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -8104458.000000 Penalty: 5300.401367
	Iteration 51Q: 3 clusters Score -8104458 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -8104515.000000 Penalty: 5300.401367
	Iteration 52Q: 3 clusters Score -8104515 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -8104582.500000 Penalty: 5300.401367
	Iteration 53Q: 3 clusters Score -8104582 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -8104610.500000 Penalty: 5300.401367
	Iteration 54Q: 3 clusters Score -8104610 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -8104675.500000 Penalty: 5300.401367
	Iteration 55Q: 3 clusters Score -8104676 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -8104724.000000 Penalty: 5300.401367
	Iteration 56Q: 3 clusters Score -8104724 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -8104756.000000 Penalty: 5300.401367
	Iteration 57Q: 3 clusters Score -8104756 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -8104795.000000 Penalty: 5300.401367
	Iteration 58Q: 3 clusters Score -8104795 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -8104847.000000 Penalty: 5300.401367
	Iteration 59Q: 3 clusters Score -8104847 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -8104898.500000 Penalty: 5300.401367
	Iteration 60F: 3 clusters Score -8104898 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -8104973.000000 Penalty: 5300.401367
	Iteration 61Q: 3 clusters Score -8104973 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -8105043.500000 Penalty: 5300.401367
	Iteration 62Q: 3 clusters Score -8105044 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -8105122.000000 Penalty: 5300.401367
	Iteration 63Q: 3 clusters Score -8105122 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -8105191.500000 Penalty: 5300.401367
	Iteration 64Q: 3 clusters Score -8105192 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -8105249.500000 Penalty: 5300.401367
	Iteration 65Q: 3 clusters Score -8105250 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -8105295.000000 Penalty: 5300.401367
	Iteration 66Q: 3 clusters Score -8105295 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -8105337.500000 Penalty: 5300.401367
	Iteration 67Q: 3 clusters Score -8105338 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -8105387.000000 Penalty: 5300.401367
	Iteration 68Q: 3 clusters Score -8105387 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -8105431.000000 Penalty: 5300.401367
	Iteration 69Q: 3 clusters Score -8105431 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -8105478.000000 Penalty: 5300.401367
	Iteration 70Q: 3 clusters Score -8105478 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -8105511.000000 Penalty: 5300.401367
	Iteration 71Q: 3 clusters Score -8105511 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -8105572.500000 Penalty: 5300.401367
	Iteration 72Q: 3 clusters Score -8105572 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -8105640.500000 Penalty: 5300.401367
	Iteration 73Q: 3 clusters Score -8105640 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -8105694.000000 Penalty: 5300.401367
	Iteration 74Q: 3 clusters Score -8105694 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -8105764.500000 Penalty: 5300.401367
	Iteration 75Q: 3 clusters Score -8105764 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -8105813.500000 Penalty: 5300.401367
	Iteration 76Q: 3 clusters Score -8105814 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -8105858.000000 Penalty: 5300.401367
	Iteration 77Q: 3 clusters Score -8105858 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8105904.500000 Penalty: 5300.401367
	Iteration 78Q: 3 clusters Score -8105904 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8105959.000000 Penalty: 5300.401367
	Iteration 79Q: 3 clusters Score -8105959 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -8105990.500000 Penalty: 5300.401367
	Iteration 80F: 3 clusters Score -8105990 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8106044.000000 Penalty: 5300.401367
	Iteration 81Q: 3 clusters Score -8106044 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8106066.500000 Penalty: 5300.401367
	Iteration 82Q: 3 clusters Score -8106066 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8106114.000000 Penalty: 5300.401367
	Iteration 83Q: 3 clusters Score -8106114 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -8106119.500000 Penalty: 5300.401367
	Iteration 84Q: 3 clusters Score -8106120 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8106174.500000 Penalty: 5300.401367
	Iteration 85Q: 3 clusters Score -8106174 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8106233.000000 Penalty: 5300.401367
	Iteration 86Q: 3 clusters Score -8106233 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8106327.500000 Penalty: 5300.401367
	Iteration 87Q: 3 clusters Score -8106328 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8106366.000000 Penalty: 5300.401367
	Iteration 88Q: 3 clusters Score -8106366 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -8106422.000000 Penalty: 5300.401367
	Iteration 89Q: 3 clusters Score -8106422 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -8106482.500000 Penalty: 5300.401367
	Iteration 90Q: 3 clusters Score -8106482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -8106530.500000 Penalty: 5300.401367
	Iteration 91Q: 3 clusters Score -8106530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8106577.500000 Penalty: 5300.401367
	Iteration 92Q: 3 clusters Score -8106578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8106612.000000 Penalty: 5300.401367
	Iteration 93Q: 3 clusters Score -8106612 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8106674.500000 Penalty: 5300.401367
	Iteration 94Q: 3 clusters Score -8106674 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8106697.000000 Penalty: 5300.401367
	Iteration 95Q: 3 clusters Score -8106697 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8106728.000000 Penalty: 5300.401367
	Iteration 96Q: 3 clusters Score -8106728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8106757.000000 Penalty: 5300.401367
	Iteration 97Q: 3 clusters Score -8106757 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8106800.000000 Penalty: 5300.401367
	Iteration 98Q: 3 clusters Score -8106800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8106816.000000 Penalty: 5300.401367
	Iteration 99Q: 3 clusters Score -8106816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8106827.500000 Penalty: 5300.401367
	Iteration 100F: 3 clusters Score -8106828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8106827.000000 Penalty: 5300.401367
	Iteration 101Q: 3 clusters Score -8106827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8106841.500000 Penalty: 5300.401367
	Iteration 102Q: 3 clusters Score -8106842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8106848.000000 Penalty: 5300.401367
	Iteration 103Q: 3 clusters Score -8106848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8106846.500000 Penalty: 5300.401367
	Iteration 104Q: 3 clusters Score -8106846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8106844.500000 Penalty: 5300.401367
	Iteration 105Q: 3 clusters Score -8106844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8106858.500000 Penalty: 5300.401367
	Iteration 106Q: 3 clusters Score -8106858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8106872.500000 Penalty: 5300.401367
	Iteration 107Q: 3 clusters Score -8106872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8106869.000000 Penalty: 5300.401367
	Iteration 108Q: 3 clusters Score -8106869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8106885.500000 Penalty: 5300.401367
	Iteration 109Q: 3 clusters Score -8106886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8106894.500000 Penalty: 5300.401367
	Iteration 110Q: 3 clusters Score -8106894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8106906.000000 Penalty: 5300.401367
	Iteration 111Q: 3 clusters Score -8106906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8106909.000000 Penalty: 5300.401367
	Iteration 112Q: 3 clusters Score -8106909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8106906.500000 Penalty: 5300.401367
	Iteration 113Q: 3 clusters Score -8106906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8106915.000000 Penalty: 5300.401367
	Iteration 114Q: 3 clusters Score -8106915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8106914.000000 Penalty: 5300.401367
	Iteration 115Q: 3 clusters Score -8106914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8106908.500000 Penalty: 5300.401367
	Iteration 116Q: 3 clusters Score -8106908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8106920.000000 Penalty: 5300.401367
	Iteration 117Q: 3 clusters Score -8106920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8106924.500000 Penalty: 5300.401367
	Iteration 118Q: 3 clusters Score -8106924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8106936.500000 Penalty: 5300.401367
	Iteration 119Q: 3 clusters Score -8106936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8106935.000000 Penalty: 5300.401367
	Iteration 120F: 3 clusters Score -8106935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8106936.500000 Penalty: 5300.401367
	Iteration 121Q: 3 clusters Score -8106936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8106936.000000 Penalty: 5300.401367
	Iteration 122Q: 3 clusters Score -8106936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8106946.000000 Penalty: 5300.401367
	Iteration 123Q: 3 clusters Score -8106946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8106945.000000 Penalty: 5300.401367
	Iteration 124Q: 3 clusters Score -8106945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8106937.000000 Penalty: 5300.401367
	Iteration 125Q: 3 clusters Score -8106937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8106943.000000 Penalty: 5300.401367
	Iteration 126Q: 3 clusters Score -8106943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8106947.000000 Penalty: 5300.401367
	Iteration 127Q: 3 clusters Score -8106947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8106943.000000 Penalty: 5300.401367
	Iteration 128Q: 3 clusters Score -8106943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8106936.500000 Penalty: 5300.401367
	Iteration 129Q: 3 clusters Score -8106936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8106948.500000 Penalty: 5300.401367
	Iteration 130Q: 3 clusters Score -8106948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8106951.500000 Penalty: 5300.401367
	Iteration 131Q: 3 clusters Score -8106952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8106950.000000 Penalty: 5300.401367
	Iteration 132Q: 3 clusters Score -8106950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8106954.500000 Penalty: 5300.401367
	Iteration 133Q: 3 clusters Score -8106954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8106954.500000 Penalty: 5300.401367
	Iteration 134F: 3 clusters Score -8106954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (33393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Entering Unmasked Estep 
Score: -5987913.000000 Penalty: 2583.193115
	Iteration 0F: 2 clusters Score -5987913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -5965242.500000 Penalty: 5166.386230
	Iteration 0F: 3 clusters Score -5965242 nChanged 15202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -5973355.500000 Penalty: 5166.386230
	Iteration 1F: 3 clusters Score -5973356 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -5973828.500000 Penalty: 5166.386230
	Iteration 2Q: 3 clusters Score -5973828 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -5974145.000000 Penalty: 5166.386230
	Iteration 3Q: 3 clusters Score -5974145 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -5974529.000000 Penalty: 5166.386230
	Iteration 4Q: 3 clusters Score -5974529 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -5975003.000000 Penalty: 5166.386230
	Iteration 5Q: 3 clusters Score -5975003 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -5975696.500000 Penalty: 5166.386230
	Iteration 6Q: 3 clusters Score -5975696 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -5976695.500000 Penalty: 5166.386230
	Iteration 7Q: 3 clusters Score -5976696 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -5978155.500000 Penalty: 5166.386230
	Iteration 8F: 3 clusters Score -5978156 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -5979935.000000 Penalty: 5166.386230
	Iteration 9F: 3 clusters Score -5979935 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -5981950.500000 Penalty: 5166.386230
	Iteration 10F: 3 clusters Score -5981950 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -5983653.000000 Penalty: 5166.386230
	Iteration 11F: 3 clusters Score -5983653 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -5984689.000000 Penalty: 5166.386230
	Iteration 12Q: 3 clusters Score -5984689 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -5985126.500000 Penalty: 5166.386230
	Iteration 13Q: 3 clusters Score -5985126 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -5985334.500000 Penalty: 5166.386230
	Iteration 14Q: 3 clusters Score -5985334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -5985454.000000 Penalty: 5166.386230
	Iteration 15Q: 3 clusters Score -5985454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -5985499.500000 Penalty: 5166.386230
	Iteration 16Q: 3 clusters Score -5985500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -5985538.000000 Penalty: 5166.386230
	Iteration 17Q: 3 clusters Score -5985538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -5985563.000000 Penalty: 5166.386230
	Iteration 18Q: 3 clusters Score -5985563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -5985580.500000 Penalty: 5166.386230
	Iteration 19Q: 3 clusters Score -5985580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -5985592.500000 Penalty: 5166.386230
	Iteration 20F: 3 clusters Score -5985592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -5985604.500000 Penalty: 5166.386230
	Iteration 21Q: 3 clusters Score -5985604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -5985602.500000 Penalty: 5166.386230
	Iteration 22Q: 3 clusters Score -5985602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -5985601.000000 Penalty: 5166.386230
	Iteration 23Q: 3 clusters Score -5985601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -5985611.500000 Penalty: 5166.386230
	Iteration 24Q: 3 clusters Score -5985612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -5985624.500000 Penalty: 5166.386230
	Iteration 25Q: 3 clusters Score -5985624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -5985639.000000 Penalty: 5166.386230
	Iteration 26Q: 3 clusters Score -5985639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -5985649.500000 Penalty: 5166.386230
	Iteration 27Q: 3 clusters Score -5985650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -5985647.000000 Penalty: 5166.386230
	Iteration 28Q: 3 clusters Score -5985647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -5985657.500000 Penalty: 5166.386230
	Iteration 29Q: 3 clusters Score -5985658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -5985654.500000 Penalty: 5166.386230
	Iteration 30Q: 3 clusters Score -5985654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -5985657.000000 Penalty: 5166.386230
	Iteration 31Q: 3 clusters Score -5985657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -5985659.500000 Penalty: 5166.386230
	Iteration 32Q: 3 clusters Score -5985660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -5985659.500000 Penalty: 5166.386230
	Iteration 33F: 3 clusters Score -5985660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Entering Unmasked Estep 
Score: -8246464.000000 Penalty: 2657.665527
	Iteration 0F: 2 clusters Score -8246464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -8216220.500000 Penalty: 5315.331055
	Iteration 0F: 3 clusters Score -8216220 nChanged 20978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -8227631.500000 Penalty: 5315.331055
	Iteration 1F: 3 clusters Score -8227632 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -8228053.000000 Penalty: 5315.331055
	Iteration 2Q: 3 clusters Score -8228053 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -8228356.000000 Penalty: 5315.331055
	Iteration 3Q: 3 clusters Score -8228356 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -8228577.500000 Penalty: 5315.331055
	Iteration 4Q: 3 clusters Score -8228578 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -8228841.000000 Penalty: 5315.331055
	Iteration 5Q: 3 clusters Score -8228841 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -8229116.000000 Penalty: 5315.331055
	Iteration 6Q: 3 clusters Score -8229116 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -8229346.000000 Penalty: 5315.331055
	Iteration 7Q: 3 clusters Score -8229346 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -8229620.000000 Penalty: 5315.331055
	Iteration 8Q: 3 clusters Score -8229620 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -8230024.500000 Penalty: 5315.331055
	Iteration 9Q: 3 clusters Score -8230024 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -8230632.000000 Penalty: 5315.331055
	Iteration 10Q: 3 clusters Score -8230632 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -8231640.000000 Penalty: 5315.331055
	Iteration 11Q: 3 clusters Score -8231640 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -8233298.500000 Penalty: 5315.331055
	Iteration 12F: 3 clusters Score -8233298 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34799 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -8235613.500000 Penalty: 5315.331055
	Iteration 13F: 3 clusters Score -8235614 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -8238300.500000 Penalty: 5315.331055
	Iteration 14F: 3 clusters Score -8238300 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -8240754.000000 Penalty: 5315.331055
	Iteration 15F: 3 clusters Score -8240754 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -8242436.500000 Penalty: 5315.331055
	Iteration 16Q: 3 clusters Score -8242436 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8243245.500000 Penalty: 5315.331055
	Iteration 17Q: 3 clusters Score -8243246 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8243645.500000 Penalty: 5315.331055
	Iteration 18Q: 3 clusters Score -8243646 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8243836.000000 Penalty: 5315.331055
	Iteration 19Q: 3 clusters Score -8243836 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8243967.500000 Penalty: 5315.331055
	Iteration 20F: 3 clusters Score -8243968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8244035.500000 Penalty: 5315.331055
	Iteration 21Q: 3 clusters Score -8244036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8244080.500000 Penalty: 5315.331055
	Iteration 22Q: 3 clusters Score -8244080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8244095.500000 Penalty: 5315.331055
	Iteration 23Q: 3 clusters Score -8244096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8244118.000000 Penalty: 5315.331055
	Iteration 24Q: 3 clusters Score -8244118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8244130.000000 Penalty: 5315.331055
	Iteration 25Q: 3 clusters Score -8244130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8244130.000000 Penalty: 5315.331055
	Iteration 26Q: 3 clusters Score -8244130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8244131.000000 Penalty: 5315.331055
	Iteration 27Q: 3 clusters Score -8244131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8244138.500000 Penalty: 5315.331055
	Iteration 28Q: 3 clusters Score -8244138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8244141.000000 Penalty: 5315.331055
	Iteration 29Q: 3 clusters Score -8244141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8244138.500000 Penalty: 5315.331055
	Iteration 30Q: 3 clusters Score -8244138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8244138.000000 Penalty: 5315.331055
	Iteration 31Q: 3 clusters Score -8244138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8244141.000000 Penalty: 5315.331055
	Iteration 32Q: 3 clusters Score -8244141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8244146.000000 Penalty: 5315.331055
	Iteration 33Q: 3 clusters Score -8244146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8244142.500000 Penalty: 5315.331055
	Iteration 34Q: 3 clusters Score -8244142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8244148.000000 Penalty: 5315.331055
	Iteration 35Q: 3 clusters Score -8244148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8244154.500000 Penalty: 5315.331055
	Iteration 36Q: 3 clusters Score -8244154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8244151.500000 Penalty: 5315.331055
	Iteration 37Q: 3 clusters Score -8244152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8244159.500000 Penalty: 5315.331055
	Iteration 38Q: 3 clusters Score -8244160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8244158.500000 Penalty: 5315.331055
	Iteration 39Q: 3 clusters Score -8244158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8244171.500000 Penalty: 5315.331055
	Iteration 40F: 3 clusters Score -8244172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8244174.500000 Penalty: 5315.331055
	Iteration 41Q: 3 clusters Score -8244174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8244176.500000 Penalty: 5315.331055
	Iteration 42Q: 3 clusters Score -8244176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8244177.500000 Penalty: 5315.331055
	Iteration 43Q: 3 clusters Score -8244178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8244177.500000 Penalty: 5315.331055
	Iteration 44F: 3 clusters Score -8244178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -84021.367188 Penalty: 1477.689331
	Iteration 0F: 2 clusters Score -84021.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -82738.828125 Penalty: 2955.378662
	Iteration 0F: 3 clusters Score -82738.83 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -82984.945312 Penalty: 2955.378662
	Iteration 1F: 3 clusters Score -82984.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83168.250000 Penalty: 2955.378662
	Iteration 2F: 3 clusters Score -83168.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -83257.648438 Penalty: 2955.378662
	Iteration 3F: 3 clusters Score -83257.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83328.984375 Penalty: 2955.378662
	Iteration 4Q: 3 clusters Score -83328.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83440.796875 Penalty: 2955.378662
	Iteration 5Q: 3 clusters Score -83440.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -83576.765625 Penalty: 2955.378662
	Iteration 6Q: 3 clusters Score -83576.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -83688.101562 Penalty: 2955.378662
	Iteration 7Q: 3 clusters Score -83688.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -83749.804688 Penalty: 2955.378662
	Iteration 8Q: 3 clusters Score -83749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -83787.500000 Penalty: 2955.378662
	Iteration 9Q: 3 clusters Score -83787.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -83824.203125 Penalty: 2955.378662
	Iteration 10Q: 3 clusters Score -83824.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -83860.234375 Penalty: 2955.378662
	Iteration 11Q: 3 clusters Score -83860.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83875.109375 Penalty: 2955.378662
	Iteration 12Q: 3 clusters Score -83875.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -83883.335938 Penalty: 2955.378662
	Iteration 13F: 3 clusters Score -83883.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -83949.359375 Penalty: 2955.378662
	Iteration 14Q: 3 clusters Score -83949.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -84046.593750 Penalty: 2955.378662
	Iteration 15Q: 3 clusters Score -84046.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -84127.773438 Penalty: 2955.378662
	Iteration 16Q: 3 clusters Score -84127.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -84134.898438 Penalty: 2955.378662
	Iteration 17Q: 3 clusters Score -84134.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -84134.898438 Penalty: 2955.378662
	Iteration 18F: 3 clusters Score -84134.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 41741 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47188 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43129 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45257 members 
Mstep: Class 9 contains 40792 members 
Mstep: Class 10 contains 45246 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45179 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42103 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43709 members 
Mstep: Class 17 contains 41663 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 43752 members 
Mstep: Class 20 contains 33393 members 
Mstep: Class 21 contains 45089 members 
Mstep: Class 22 contains 166 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48131 members 
Mstep: Class 26 contains 221 members 
Entering Unmasked Estep 
Score: -126931024.000000 Penalty: 86770.679688
Splitting cluster 22 changes total score from -126932688.000000 to -126931024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -44229.050781 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -44229.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42934.980469 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -42934.98 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43287.023438 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -43287.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43422.507812 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -43422.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -43517.117188 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -43517.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43557.359375 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -43557.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43575.160156 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -43575.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43585.875000 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -43585.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -43595.414062 Penalty: 2977.927979
	Iteration 7Q: 3 clusters Score -43595.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43604.492188 Penalty: 2977.927979
	Iteration 8Q: 3 clusters Score -43604.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43605.453125 Penalty: 2977.927979
	Iteration 9Q: 3 clusters Score -43605.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43605.453125 Penalty: 2977.927979
	Iteration 10F: 3 clusters Score -43605.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -90312.640625 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -90312.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88740.992188 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -88740.99 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89125.226562 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -89125.23 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -89374.570312 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -89374.57 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -89516.578125 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -89516.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89619.664062 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -89619.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89705.695312 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -89705.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89821.375000 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -89821.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -89897.445312 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -89897.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -89973.796875 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -89973.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -90040.671875 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -90040.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -90118.726562 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -90118.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -90221.179688 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -90221.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -90329.937500 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -90329.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -90368.804688 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -90368.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -90387.203125 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -90387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -90404.710938 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -90404.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -90427.945312 Penalty: 3197.076904
	Iteration 16F: 3 clusters Score -90427.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -90450.031250 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -90450.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -90459.742188 Penalty: 3197.076904
	Iteration 18Q: 3 clusters Score -90459.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -90466.812500 Penalty: 3197.076904
	Iteration 19Q: 3 clusters Score -90466.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -90472.570312 Penalty: 3197.076904
	Iteration 20F: 3 clusters Score -90472.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -90496.546875 Penalty: 3197.076904
	Iteration 21Q: 3 clusters Score -90496.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -90538.773438 Penalty: 3197.076904
	Iteration 22Q: 3 clusters Score -90538.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -90546.078125 Penalty: 3197.076904
	Iteration 23Q: 3 clusters Score -90546.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -90553.804688 Penalty: 3197.076904
	Iteration 24Q: 3 clusters Score -90553.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -90558.460938 Penalty: 3197.076904
	Iteration 25Q: 3 clusters Score -90558.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -90560.203125 Penalty: 3197.076904
	Iteration 26Q: 3 clusters Score -90560.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -90560.203125 Penalty: 3197.076904
	Iteration 27F: 3 clusters Score -90560.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 41741 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47188 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43129 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45257 members 
Mstep: Class 9 contains 40792 members 
Mstep: Class 10 contains 45246 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45179 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42103 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43709 members 
Mstep: Class 17 contains 41663 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 43752 members 
Mstep: Class 20 contains 33393 members 
Mstep: Class 21 contains 45089 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 410 members 
Mstep: Class 25 contains 48131 members 
Mstep: Class 26 contains 220 members 
Entering Unmasked Estep 
Score: -126931248.000000 Penalty: 86770.679688
Splitting cluster 24 changes total score from -126932688.000000 to -126931248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (48131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Entering Unmasked Estep 
Score: -9016197.000000 Penalty: 2673.857178
	Iteration 0F: 2 clusters Score -9016197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -8987778.000000 Penalty: 5347.714355
	Iteration 0F: 3 clusters Score -8987778 nChanged 22249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -9000140.000000 Penalty: 5347.714355
	Iteration 1F: 3 clusters Score -9000140 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -9000636.000000 Penalty: 5347.714355
	Iteration 2Q: 3 clusters Score -9000636 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -9001109.000000 Penalty: 5347.714355
	Iteration 3Q: 3 clusters Score -9001109 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -9001589.000000 Penalty: 5347.714355
	Iteration 4Q: 3 clusters Score -9001589 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -9002168.000000 Penalty: 5347.714355
	Iteration 5Q: 3 clusters Score -9002168 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -9002877.000000 Penalty: 5347.714355
	Iteration 6Q: 3 clusters Score -9002877 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -9003921.000000 Penalty: 5347.714355
	Iteration 7Q: 3 clusters Score -9003921 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -9005289.000000 Penalty: 5347.714355
	Iteration 8F: 3 clusters Score -9005289 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -9007125.000000 Penalty: 5347.714355
	Iteration 9F: 3 clusters Score -9007125 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -9009020.000000 Penalty: 5347.714355
	Iteration 10F: 3 clusters Score -9009020 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -9010745.000000 Penalty: 5347.714355
	Iteration 11F: 3 clusters Score -9010745 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -9011766.000000 Penalty: 5347.714355
	Iteration 12Q: 3 clusters Score -9011766 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -9012202.000000 Penalty: 5347.714355
	Iteration 13Q: 3 clusters Score -9012202 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -9012490.000000 Penalty: 5347.714355
	Iteration 14Q: 3 clusters Score -9012490 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -9012683.000000 Penalty: 5347.714355
	Iteration 15Q: 3 clusters Score -9012683 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -9012823.000000 Penalty: 5347.714355
	Iteration 16Q: 3 clusters Score -9012823 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -9013021.000000 Penalty: 5347.714355
	Iteration 17Q: 3 clusters Score -9013021 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -9013156.000000 Penalty: 5347.714355
	Iteration 18Q: 3 clusters Score -9013156 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -9013304.000000 Penalty: 5347.714355
	Iteration 19Q: 3 clusters Score -9013304 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -9013495.000000 Penalty: 5347.714355
	Iteration 20F: 3 clusters Score -9013495 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -9013670.000000 Penalty: 5347.714355
	Iteration 21Q: 3 clusters Score -9013670 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -9013739.000000 Penalty: 5347.714355
	Iteration 22Q: 3 clusters Score -9013739 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -9013814.000000 Penalty: 5347.714355
	Iteration 23Q: 3 clusters Score -9013814 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -9013912.000000 Penalty: 5347.714355
	Iteration 24Q: 3 clusters Score -9013912 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -9013962.000000 Penalty: 5347.714355
	Iteration 25Q: 3 clusters Score -9013962 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -9014042.000000 Penalty: 5347.714355
	Iteration 26Q: 3 clusters Score -9014042 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -9014072.000000 Penalty: 5347.714355
	Iteration 27Q: 3 clusters Score -9014072 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -9014112.000000 Penalty: 5347.714355
	Iteration 28Q: 3 clusters Score -9014112 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -9014097.000000 Penalty: 5347.714355
	Iteration 29Q: 3 clusters Score -9014097 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -9014162.000000 Penalty: 5347.714355
	Iteration 30Q: 3 clusters Score -9014162 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -9014191.000000 Penalty: 5347.714355
	Iteration 31Q: 3 clusters Score -9014191 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -9014195.000000 Penalty: 5347.714355
	Iteration 32Q: 3 clusters Score -9014195 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -9014215.000000 Penalty: 5347.714355
	Iteration 33Q: 3 clusters Score -9014215 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -9014226.000000 Penalty: 5347.714355
	Iteration 34Q: 3 clusters Score -9014226 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -9014256.000000 Penalty: 5347.714355
	Iteration 35Q: 3 clusters Score -9014256 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -9014253.000000 Penalty: 5347.714355
	Iteration 36Q: 3 clusters Score -9014253 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -9014246.000000 Penalty: 5347.714355
	Iteration 37Q: 3 clusters Score -9014246 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -9014273.000000 Penalty: 5347.714355
	Iteration 38Q: 3 clusters Score -9014273 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -9014287.000000 Penalty: 5347.714355
	Iteration 39Q: 3 clusters Score -9014287 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -9014312.000000 Penalty: 5347.714355
	Iteration 40F: 3 clusters Score -9014312 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -9014335.000000 Penalty: 5347.714355
	Iteration 41Q: 3 clusters Score -9014335 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -9014336.000000 Penalty: 5347.714355
	Iteration 42Q: 3 clusters Score -9014336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -9014349.000000 Penalty: 5347.714355
	Iteration 43Q: 3 clusters Score -9014349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -9014368.000000 Penalty: 5347.714355
	Iteration 44Q: 3 clusters Score -9014368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -9014356.000000 Penalty: 5347.714355
	Iteration 45Q: 3 clusters Score -9014356 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -9014367.000000 Penalty: 5347.714355
	Iteration 46Q: 3 clusters Score -9014367 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -9014380.000000 Penalty: 5347.714355
	Iteration 47Q: 3 clusters Score -9014380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -9014371.000000 Penalty: 5347.714355
	Iteration 48Q: 3 clusters Score -9014371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -9014360.000000 Penalty: 5347.714355
	Iteration 49Q: 3 clusters Score -9014360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -9014363.000000 Penalty: 5347.714355
	Iteration 50Q: 3 clusters Score -9014363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -9014372.000000 Penalty: 5347.714355
	Iteration 51Q: 3 clusters Score -9014372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -9014376.000000 Penalty: 5347.714355
	Iteration 52Q: 3 clusters Score -9014376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -9014378.000000 Penalty: 5347.714355
	Iteration 53Q: 3 clusters Score -9014378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -9014383.000000 Penalty: 5347.714355
	Iteration 54Q: 3 clusters Score -9014383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -9014385.000000 Penalty: 5347.714355
	Iteration 55Q: 3 clusters Score -9014385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -9014388.000000 Penalty: 5347.714355
	Iteration 56Q: 3 clusters Score -9014388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -9014395.000000 Penalty: 5347.714355
	Iteration 57Q: 3 clusters Score -9014395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -9014391.000000 Penalty: 5347.714355
	Iteration 58Q: 3 clusters Score -9014391 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9014399 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -9014397.000000 Penalty: 5347.714355
	Iteration 60F: 3 clusters Score -9014397 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -9014393.000000 Penalty: 5347.714355
	Iteration 61Q: 3 clusters Score -9014393 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9014407 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9014426 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -9014431.000000 Penalty: 5347.714355
	Iteration 64Q: 3 clusters Score -9014431 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9014436 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9014443 nChanged 33
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Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -9014449.000000 Penalty: 5347.714355
	Iteration 67Q: 3 clusters Score -9014449 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -9014452.000000 Penalty: 5347.714355
	Iteration 68Q: 3 clusters Score -9014452 nChanged 24
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Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9014426 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -9014445.000000 Penalty: 5347.714355
	Iteration 70Q: 3 clusters Score -9014445 nChanged 20
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Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9014442 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -9014438.000000 Penalty: 5347.714355
	Iteration 72Q: 3 clusters Score -9014438 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9014445 nChanged 55
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Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9014460 nChanged 61
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Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9014481 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9014486 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -9014521.000000 Penalty: 5347.714355
	Iteration 77Q: 3 clusters Score -9014521 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -9014526.000000 Penalty: 5347.714355
	Iteration 78Q: 3 clusters Score -9014526 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9014528 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9014545 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9014553 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9014561 nChanged 52
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Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9014580 nChanged 53
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Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9014570 nChanged 57
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Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9014591 nChanged 44
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Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9014577 nChanged 44
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Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9014577 nChanged 50
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Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -9014575.000000 Penalty: 5347.714355
	Iteration 88Q: 3 clusters Score -9014575 nChanged 47
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Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9014577 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -9014603.000000 Penalty: 5347.714355
	Iteration 90Q: 3 clusters Score -9014603 nChanged 49
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Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -9014617.000000 Penalty: 5347.714355
	Iteration 91Q: 3 clusters Score -9014617 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9014612 nChanged 47
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Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -9014618.000000 Penalty: 5347.714355
	Iteration 93Q: 3 clusters Score -9014618 nChanged 42
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Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9014624 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -9014631.000000 Penalty: 5347.714355
	Iteration 95Q: 3 clusters Score -9014631 nChanged 39
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Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -9014644.000000 Penalty: 5347.714355
	Iteration 96Q: 3 clusters Score -9014644 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -9014652.000000 Penalty: 5347.714355
	Iteration 97Q: 3 clusters Score -9014652 nChanged 32
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Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -9014649.000000 Penalty: 5347.714355
	Iteration 98Q: 3 clusters Score -9014649 nChanged 29
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Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -9014633.000000 Penalty: 5347.714355
	Iteration 99Q: 3 clusters Score -9014633 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -9014621.000000 Penalty: 5347.714355
	Iteration 100F: 3 clusters Score -9014621 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -9014623.000000 Penalty: 5347.714355
	Iteration 101Q: 3 clusters Score -9014623 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -9014640.000000 Penalty: 5347.714355
	Iteration 102Q: 3 clusters Score -9014640 nChanged 42
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Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -9014656.000000 Penalty: 5347.714355
	Iteration 103Q: 3 clusters Score -9014656 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9014649 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -9014643.000000 Penalty: 5347.714355
	Iteration 105Q: 3 clusters Score -9014643 nChanged 61
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Mstep: Class 1 contains 38066 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9014651 nChanged 58
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9014656 nChanged 67
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Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -9014688.000000 Penalty: 5347.714355
	Iteration 108Q: 3 clusters Score -9014688 nChanged 68
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Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -9014687.000000 Penalty: 5347.714355
	Iteration 109Q: 3 clusters Score -9014687 nChanged 79
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Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -9014696.000000 Penalty: 5347.714355
	Iteration 110Q: 3 clusters Score -9014696 nChanged 70
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Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -9014715.000000 Penalty: 5347.714355
	Iteration 111Q: 3 clusters Score -9014715 nChanged 74
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Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9014723 nChanged 80
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Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9014734 nChanged 96
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9014769 nChanged 102
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9014782 nChanged 110
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Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9014791 nChanged 99
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Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9014820 nChanged 106
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Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9014835 nChanged 126
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Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9014838 nChanged 124
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Mstep: Class 1 contains 39283 members 
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Entering Unmasked Estep 
Score: -9014858.000000 Penalty: 5347.714355
	Iteration 120F: 3 clusters Score -9014858 nChanged 144
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Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9014896 nChanged 142
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Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9014904 nChanged 128
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9014975 nChanged 124
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Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9015032 nChanged 127
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Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9015037 nChanged 133
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Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9015054 nChanged 122
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Mstep: Class 2 contains 7724 members 
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	Iteration 129Q: 3 clusters Score -9015057 nChanged 119
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	Iteration 131Q: 3 clusters Score -9015116 nChanged 166
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9015149 nChanged 170
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Mstep: Class 2 contains 7137 members 
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	Iteration 133Q: 3 clusters Score -9015148 nChanged 147
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9015199 nChanged 177
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9015228 nChanged 198
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	Iteration 139Q: 3 clusters Score -9015484 nChanged 448
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	Iteration 140F: 3 clusters Score -9015486 nChanged 527
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9015541 nChanged 624
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	Iteration 142Q: 3 clusters Score -9015442 nChanged 713
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9015422 nChanged 704
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	Iteration 144Q: 3 clusters Score -9015339 nChanged 616
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	Iteration 145Q: 3 clusters Score -9015172 nChanged 496
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	Iteration 147Q: 3 clusters Score -9014751 nChanged 327
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	Iteration 148Q: 3 clusters Score -9014607 nChanged 202
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	Iteration 149Q: 3 clusters Score -9014471 nChanged 129
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	Iteration 150Q: 3 clusters Score -9014361 nChanged 81
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Entering Unmasked Estep 
Score: -9014332.000000 Penalty: 5347.714355
	Iteration 151Q: 3 clusters Score -9014332 nChanged 47
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Entering Unmasked Estep 
Score: -9014326.000000 Penalty: 5347.714355
	Iteration 152Q: 3 clusters Score -9014326 nChanged 35
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Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9014330.000000 Penalty: 5347.714355
	Iteration 153Q: 3 clusters Score -9014330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9014326.000000 Penalty: 5347.714355
	Iteration 154Q: 3 clusters Score -9014326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9014311.000000 Penalty: 5347.714355
	Iteration 155Q: 3 clusters Score -9014311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9014317.000000 Penalty: 5347.714355
	Iteration 156Q: 3 clusters Score -9014317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9014312.000000 Penalty: 5347.714355
	Iteration 157Q: 3 clusters Score -9014312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9014320.000000 Penalty: 5347.714355
	Iteration 158Q: 3 clusters Score -9014320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9014316.000000 Penalty: 5347.714355
	Iteration 159Q: 3 clusters Score -9014316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9014316.000000 Penalty: 5347.714355
	Iteration 160F: 3 clusters Score -9014316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9014319.000000 Penalty: 5347.714355
	Iteration 161Q: 3 clusters Score -9014319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9014320.000000 Penalty: 5347.714355
	Iteration 162Q: 3 clusters Score -9014320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9014324.000000 Penalty: 5347.714355
	Iteration 163Q: 3 clusters Score -9014324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9014324.000000 Penalty: 5347.714355
	Iteration 164F: 3 clusters Score -9014324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 41741 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47188 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43129 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45257 members 
Mstep: Class 9 contains 40792 members 
Mstep: Class 10 contains 45246 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45179 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42103 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43709 members 
Mstep: Class 17 contains 41663 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 43752 members 
Mstep: Class 20 contains 33393 members 
Mstep: Class 21 contains 45089 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932744.000000 Penalty: 83433.343750
Iteration 479Q: 26 clusters Score -1.269327e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 41744 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47182 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43131 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45250 members 
Mstep: Class 9 contains 40795 members 
Mstep: Class 10 contains 45242 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45184 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42102 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43705 members 
Mstep: Class 17 contains 41671 members 
Mstep: Class 18 contains 39205 members 
Mstep: Class 19 contains 43744 members 
Mstep: Class 20 contains 33388 members 
Mstep: Class 21 contains 45089 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932672.000000 Penalty: 83433.343750
Iteration 480F: 26 clusters Score -1.269327e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 41749 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47174 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43134 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45245 members 
Mstep: Class 9 contains 40794 members 
Mstep: Class 10 contains 45242 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45187 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42105 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43709 members 
Mstep: Class 17 contains 41678 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 43742 members 
Mstep: Class 20 contains 33387 members 
Mstep: Class 21 contains 45081 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932728.000000 Penalty: 83433.343750
Iteration 481Q: 26 clusters Score -1.269327e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 41751 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47176 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43140 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45247 members 
Mstep: Class 9 contains 40797 members 
Mstep: Class 10 contains 45241 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45177 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42097 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43705 members 
Mstep: Class 17 contains 41687 members 
Mstep: Class 18 contains 39191 members 
Mstep: Class 19 contains 43748 members 
Mstep: Class 20 contains 33385 members 
Mstep: Class 21 contains 45078 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932600.000000 Penalty: 83433.343750
Iteration 482Q: 26 clusters Score -1.269326e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 41752 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47175 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43144 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45253 members 
Mstep: Class 9 contains 40788 members 
Mstep: Class 10 contains 45238 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45171 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42086 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43703 members 
Mstep: Class 17 contains 41687 members 
Mstep: Class 18 contains 39197 members 
Mstep: Class 19 contains 43754 members 
Mstep: Class 20 contains 33385 members 
Mstep: Class 21 contains 45076 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932672.000000 Penalty: 83433.343750
Iteration 483Q: 26 clusters Score -1.269327e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 41749 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47176 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43151 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45248 members 
Mstep: Class 9 contains 40794 members 
Mstep: Class 10 contains 45246 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45166 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42078 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43704 members 
Mstep: Class 17 contains 41692 members 
Mstep: Class 18 contains 39201 members 
Mstep: Class 19 contains 43754 members 
Mstep: Class 20 contains 33383 members 
Mstep: Class 21 contains 45071 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932616.000000 Penalty: 83433.343750
Iteration 484Q: 26 clusters Score -1.269326e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 41755 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47171 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43155 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45251 members 
Mstep: Class 9 contains 40795 members 
Mstep: Class 10 contains 45245 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45172 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42073 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43700 members 
Mstep: Class 17 contains 41695 members 
Mstep: Class 18 contains 39194 members 
Mstep: Class 19 contains 43756 members 
Mstep: Class 20 contains 33384 members 
Mstep: Class 21 contains 45072 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932488.000000 Penalty: 83433.343750
Iteration 485Q: 26 clusters Score -1.269325e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 41754 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47169 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43165 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45250 members 
Mstep: Class 9 contains 40791 members 
Mstep: Class 10 contains 45248 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45177 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42073 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43698 members 
Mstep: Class 17 contains 41695 members 
Mstep: Class 18 contains 39195 members 
Mstep: Class 19 contains 43756 members 
Mstep: Class 20 contains 33382 members 
Mstep: Class 21 contains 45072 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932552.000000 Penalty: 83433.343750
Iteration 486Q: 26 clusters Score -1.269326e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 41750 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47168 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43171 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45249 members 
Mstep: Class 9 contains 40785 members 
Mstep: Class 10 contains 45246 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45181 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42075 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43701 members 
Mstep: Class 17 contains 41701 members 
Mstep: Class 18 contains 39199 members 
Mstep: Class 19 contains 43754 members 
Mstep: Class 20 contains 33383 members 
Mstep: Class 21 contains 45074 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932664.000000 Penalty: 83433.343750
Iteration 487Q: 26 clusters Score -1.269327e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 41753 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47167 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43171 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 45252 members 
Mstep: Class 9 contains 40780 members 
Mstep: Class 10 contains 45245 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45181 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42075 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43708 members 
Mstep: Class 17 contains 41701 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 43749 members 
Mstep: Class 20 contains 33382 members 
Mstep: Class 21 contains 45075 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932744.000000 Penalty: 83433.343750
Iteration 488Q: 26 clusters Score -1.269327e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 41752 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47168 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43173 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45250 members 
Mstep: Class 9 contains 40775 members 
Mstep: Class 10 contains 45245 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45188 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42075 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43701 members 
Mstep: Class 17 contains 41704 members 
Mstep: Class 18 contains 39205 members 
Mstep: Class 19 contains 43749 members 
Mstep: Class 20 contains 33381 members 
Mstep: Class 21 contains 45074 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932704.000000 Penalty: 83433.343750
Iteration 489Q: 26 clusters Score -1.269327e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 41752 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47168 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43178 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45243 members 
Mstep: Class 9 contains 40770 members 
Mstep: Class 10 contains 45243 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45193 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42075 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43693 members 
Mstep: Class 17 contains 41702 members 
Mstep: Class 18 contains 39210 members 
Mstep: Class 19 contains 43750 members 
Mstep: Class 20 contains 33380 members 
Mstep: Class 21 contains 45076 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932712.000000 Penalty: 83433.343750
Iteration 490Q: 26 clusters Score -1.269327e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 41752 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47169 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43177 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45250 members 
Mstep: Class 9 contains 40759 members 
Mstep: Class 10 contains 45241 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45192 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42081 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43689 members 
Mstep: Class 17 contains 41705 members 
Mstep: Class 18 contains 39208 members 
Mstep: Class 19 contains 43750 members 
Mstep: Class 20 contains 33380 members 
Mstep: Class 21 contains 45073 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932864.000000 Penalty: 83433.343750
Iteration 491Q: 26 clusters Score -1.269329e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 41756 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47174 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43179 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45254 members 
Mstep: Class 9 contains 40747 members 
Mstep: Class 10 contains 45245 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45187 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42077 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43694 members 
Mstep: Class 17 contains 41708 members 
Mstep: Class 18 contains 39204 members 
Mstep: Class 19 contains 43753 members 
Mstep: Class 20 contains 33378 members 
Mstep: Class 21 contains 45074 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932840.000000 Penalty: 83433.343750
Iteration 492Q: 26 clusters Score -1.269328e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 41756 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47175 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43181 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45258 members 
Mstep: Class 9 contains 40745 members 
Mstep: Class 10 contains 45246 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45187 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42076 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43697 members 
Mstep: Class 17 contains 41709 members 
Mstep: Class 18 contains 39205 members 
Mstep: Class 19 contains 43753 members 
Mstep: Class 20 contains 33377 members 
Mstep: Class 21 contains 45074 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932880.000000 Penalty: 83433.343750
Iteration 493Q: 26 clusters Score -1.269329e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 41752 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47173 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43186 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45255 members 
Mstep: Class 9 contains 40743 members 
Mstep: Class 10 contains 45245 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45188 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43692 members 
Mstep: Class 17 contains 41707 members 
Mstep: Class 18 contains 39209 members 
Mstep: Class 19 contains 43758 members 
Mstep: Class 20 contains 33376 members 
Mstep: Class 21 contains 45079 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932832.000000 Penalty: 83433.343750
Iteration 494Q: 26 clusters Score -1.269328e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 41755 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47172 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43189 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45254 members 
Mstep: Class 9 contains 40745 members 
Mstep: Class 10 contains 45242 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45183 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42067 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43696 members 
Mstep: Class 17 contains 41711 members 
Mstep: Class 18 contains 39212 members 
Mstep: Class 19 contains 43759 members 
Mstep: Class 20 contains 33374 members 
Mstep: Class 21 contains 45078 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932832.000000 Penalty: 83433.343750
Iteration 495Q: 26 clusters Score -1.269328e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 41754 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47170 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43187 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45256 members 
Mstep: Class 9 contains 40743 members 
Mstep: Class 10 contains 45240 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45181 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42069 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43706 members 
Mstep: Class 17 contains 41708 members 
Mstep: Class 18 contains 39210 members 
Mstep: Class 19 contains 43762 members 
Mstep: Class 20 contains 33373 members 
Mstep: Class 21 contains 45078 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932904.000000 Penalty: 83433.343750
Iteration 496Q: 26 clusters Score -1.269329e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 41756 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47169 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43188 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45253 members 
Mstep: Class 9 contains 40737 members 
Mstep: Class 10 contains 45239 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45174 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42076 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43715 members 
Mstep: Class 17 contains 41711 members 
Mstep: Class 18 contains 39206 members 
Mstep: Class 19 contains 43756 members 
Mstep: Class 20 contains 33375 members 
Mstep: Class 21 contains 45077 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932904.000000 Penalty: 83433.343750
Iteration 497Q: 26 clusters Score -1.269329e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 41757 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47173 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43188 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45252 members 
Mstep: Class 9 contains 40733 members 
Mstep: Class 10 contains 45242 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45180 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42076 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43715 members 
Mstep: Class 17 contains 41713 members 
Mstep: Class 18 contains 39207 members 
Mstep: Class 19 contains 43751 members 
Mstep: Class 20 contains 33374 members 
Mstep: Class 21 contains 45073 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932864.000000 Penalty: 83433.343750
Iteration 498Q: 26 clusters Score -1.269329e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 41758 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47177 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43188 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45242 members 
Mstep: Class 9 contains 40726 members 
Mstep: Class 10 contains 45243 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45183 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42077 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43714 members 
Mstep: Class 17 contains 41714 members 
Mstep: Class 18 contains 39209 members 
Mstep: Class 19 contains 43751 members 
Mstep: Class 20 contains 33373 members 
Mstep: Class 21 contains 45076 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932736.000000 Penalty: 83433.343750
Iteration 499Q: 26 clusters Score -1.269327e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 41761 members 
Mstep: Class 3 contains 1059 members 
Mstep: Class 4 contains 47176 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 43186 members 
Mstep: Class 7 contains 307 members 
Mstep: Class 8 contains 45241 members 
Mstep: Class 9 contains 40724 members 
Mstep: Class 10 contains 45243 members 
Mstep: Class 11 contains 1025 members 
Mstep: Class 12 contains 45177 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 42084 members 
Mstep: Class 15 contains 569 members 
Mstep: Class 16 contains 43709 members 
Mstep: Class 17 contains 41709 members 
Mstep: Class 18 contains 39209 members 
Mstep: Class 19 contains 43755 members 
Mstep: Class 20 contains 33372 members 
Mstep: Class 21 contains 45076 members 
Mstep: Class 22 contains 387 members 
Mstep: Class 23 contains 405 members 
Mstep: Class 24 contains 630 members 
Mstep: Class 25 contains 48120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932728.000000 Penalty: 83433.343750
Iteration 500F: 26 clusters Score -1.269327e+08 nChanged 133
Maximum iterations exceeded
--- Evaluating fit on full set of 2096132 points ---
Entering Unmasked Estep 
Score: -385144640.000000 Penalty: 90244.742188
21->26 Clusters: Score -385144640.000000, best is -385147328.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 698710 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 33398 members 
Mstep: Class 3 contains 32975 members 
Mstep: Class 4 contains 33253 members 
Mstep: Class 5 contains 33173 members 
Mstep: Class 6 contains 33634 members 
Mstep: Class 7 contains 33076 members 
Mstep: Class 8 contains 33214 members 
Mstep: Class 9 contains 33258 members 
Mstep: Class 10 contains 33616 members 
Mstep: Class 11 contains 33333 members 
Mstep: Class 12 contains 33151 members 
Mstep: Class 13 contains 33392 members 
Mstep: Class 14 contains 32998 members 
Mstep: Class 15 contains 33080 members 
Mstep: Class 16 contains 33167 members 
Mstep: Class 17 contains 33404 members 
Mstep: Class 18 contains 33729 members 
Mstep: Class 19 contains 33012 members 
Mstep: Class 20 contains 33000 members 
Mstep: Class 21 contains 33434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3171.246338 but Gain 3337.328125
Score: -121472280.000000 Penalty: 66746.679688
Iteration 0F: 21 clusters Score -1.214723e+08 nChanged 664998
Entering Unmasked Mstep 
Mstep: Class 0 contains 1674 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 9700 members 
Mstep: Class 3 contains 14784 members 
Mstep: Class 4 contains 23223 members 
Mstep: Class 5 contains 45818 members 
Mstep: Class 7 contains 7123 members 
Mstep: Class 8 contains 26065 members 
Mstep: Class 9 contains 74644 members 
Mstep: Class 10 contains 7779 members 
Mstep: Class 11 contains 241682 members 
Mstep: Class 12 contains 8099 members 
Mstep: Class 13 contains 6172 members 
Mstep: Class 14 contains 26917 members 
Mstep: Class 15 contains 12958 members 
Mstep: Class 16 contains 14916 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 12924 members 
Mstep: Class 19 contains 36495 members 
Mstep: Class 20 contains 32450 members 
Mstep: Class 21 contains 61195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2365.358643 but Gain 3337.335938
Score: -125546824.000000 Penalty: 63409.343750
Iteration 1F: 20 clusters Score -1.255468e+08 nChanged 329426
Entering Unmasked Mstep 
Mstep: Class 0 contains 1652 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 3629 members 
Mstep: Class 3 contains 9098 members 
Mstep: Class 4 contains 10967 members 
Mstep: Class 5 contains 82558 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 19911 members 
Mstep: Class 9 contains 172849 members 
Mstep: Class 10 contains 2566 members 
Mstep: Class 11 contains 138093 members 
Mstep: Class 12 contains 2311 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 26417 members 
Mstep: Class 15 contains 2705 members 
Mstep: Class 16 contains 2589 members 
Mstep: Class 18 contains 5703 members 
Mstep: Class 19 contains 25931 members 
Mstep: Class 20 contains 34146 members 
Mstep: Class 21 contains 125545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3117.324463 but Gain 3337.335938
Score: -125856224.000000 Penalty: 60072.007812
Iteration 2F: 19 clusters Score -1.258562e+08 nChanged 229234
Entering Unmasked Mstep 
Mstep: Class 0 contains 1121 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 8249 members 
Mstep: Class 4 contains 18025 members 
Mstep: Class 5 contains 154500 members 
Mstep: Class 7 contains 2937 members 
Mstep: Class 8 contains 21906 members 
Mstep: Class 9 contains 129288 members 
Mstep: Class 10 contains 2544 members 
Mstep: Class 11 contains 93807 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 35434 members 
Mstep: Class 15 contains 1508 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 18 contains 4929 members 
Mstep: Class 19 contains 30546 members 
Mstep: Class 20 contains 46515 members 
Mstep: Class 21 contains 98629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2580.536621 but Gain 3337.332031
Score: -126057672.000000 Penalty: 56734.675781
Iteration 3F: 18 clusters Score -1.260577e+08 nChanged 216286
Entering Unmasked Mstep 
Mstep: Class 0 contains 708 members 
Mstep: Class 1 contains 70777 members 
Mstep: Class 3 contains 7423 members 
Mstep: Class 4 contains 25927 members 
Mstep: Class 5 contains 89038 members 
Mstep: Class 7 contains 2952 members 
Mstep: Class 8 contains 25149 members 
Mstep: Class 9 contains 83160 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 116454 members 
Mstep: Class 13 contains 1168 members 
Mstep: Class 14 contains 51481 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 2682 members 
Mstep: Class 18 contains 4298 members 
Mstep: Class 19 contains 39755 members 
Mstep: Class 20 contains 70715 members 
Mstep: Class 21 contains 103486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3205.205566 but Gain 3337.335938
Score: -126306808.000000 Penalty: 53397.339844
Iteration 4F: 17 clusters Score -1.263068e+08 nChanged 172423
Entering Unmasked Mstep 
Mstep: Class 0 contains 475 members 
Mstep: Class 1 contains 104927 members 
Mstep: Class 3 contains 5742 members 
Mstep: Class 4 contains 31949 members 
Mstep: Class 5 contains 82349 members 
Mstep: Class 7 contains 2869 members 
Mstep: Class 8 contains 24888 members 
Mstep: Class 9 contains 86789 members 
Mstep: Class 10 contains 2061 members 
Mstep: Class 11 contains 71619 members 
Mstep: Class 13 contains 1043 members 
Mstep: Class 14 contains 67409 members 
Mstep: Class 15 contains 1086 members 
Mstep: Class 16 contains 1958 members 
Mstep: Class 19 contains 47570 members 
Mstep: Class 20 contains 90876 members 
Mstep: Class 21 contains 75100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126416304.000000 Penalty: 53397.339844
Iteration 5F: 17 clusters Score -1.264163e+08 nChanged 193996
Entering Unmasked Mstep 
Mstep: Class 0 contains 373 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 3 contains 4705 members 
Mstep: Class 4 contains 35932 members 
Mstep: Class 5 contains 70951 members 
Mstep: Class 7 contains 2689 members 
Mstep: Class 8 contains 25732 members 
Mstep: Class 9 contains 70444 members 
Mstep: Class 10 contains 1938 members 
Mstep: Class 11 contains 89730 members 
Mstep: Class 13 contains 997 members 
Mstep: Class 14 contains 90098 members 
Mstep: Class 15 contains 1021 members 
Mstep: Class 16 contains 1593 members 
Mstep: Class 19 contains 59814 members 
Mstep: Class 20 contains 92170 members 
Mstep: Class 21 contains 78718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126469832.000000 Penalty: 53397.339844
Iteration 6F: 17 clusters Score -1.264698e+08 nChanged 152891
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 79026 members 
Mstep: Class 3 contains 3967 members 
Mstep: Class 4 contains 39486 members 
Mstep: Class 5 contains 69374 members 
Mstep: Class 7 contains 2496 members 
Mstep: Class 8 contains 26691 members 
Mstep: Class 9 contains 65954 members 
Mstep: Class 10 contains 1859 members 
Mstep: Class 11 contains 78598 members 
Mstep: Class 13 contains 963 members 
Mstep: Class 14 contains 97731 members 
Mstep: Class 15 contains 926 members 
Mstep: Class 16 contains 1590 members 
Mstep: Class 19 contains 80693 members 
Mstep: Class 20 contains 76433 members 
Mstep: Class 21 contains 72621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126509032.000000 Penalty: 53397.339844
Iteration 7F: 17 clusters Score -1.26509e+08 nChanged 124841
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 80539 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 42288 members 
Mstep: Class 5 contains 63754 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 29161 members 
Mstep: Class 9 contains 58617 members 
Mstep: Class 10 contains 1823 members 
Mstep: Class 11 contains 75063 members 
Mstep: Class 13 contains 917 members 
Mstep: Class 14 contains 77759 members 
Mstep: Class 15 contains 842 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 19 contains 110243 members 
Mstep: Class 20 contains 80877 members 
Mstep: Class 21 contains 69137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126511216.000000 Penalty: 53397.339844
Iteration 8F: 17 clusters Score -1.265112e+08 nChanged 119726
Entering Unmasked Mstep 
Mstep: Class 0 contains 202 members 
Mstep: Class 1 contains 77941 members 
Mstep: Class 3 contains 3199 members 
Mstep: Class 4 contains 47519 members 
Mstep: Class 5 contains 60697 members 
Mstep: Class 7 contains 2186 members 
Mstep: Class 8 contains 36472 members 
Mstep: Class 9 contains 55601 members 
Mstep: Class 10 contains 1811 members 
Mstep: Class 11 contains 72446 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 91826 members 
Mstep: Class 15 contains 795 members 
Mstep: Class 16 contains 1714 members 
Mstep: Class 19 contains 89601 members 
Mstep: Class 20 contains 84336 members 
Mstep: Class 21 contains 71502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126553912.000000 Penalty: 53397.339844
Iteration 9F: 17 clusters Score -1.265539e+08 nChanged 81063
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 3 contains 2962 members 
Mstep: Class 4 contains 51391 members 
Mstep: Class 5 contains 58852 members 
Mstep: Class 7 contains 2081 members 
Mstep: Class 8 contains 45762 members 
Mstep: Class 9 contains 55686 members 
Mstep: Class 10 contains 1802 members 
Mstep: Class 11 contains 70746 members 
Mstep: Class 13 contains 835 members 
Mstep: Class 14 contains 82001 members 
Mstep: Class 15 contains 763 members 
Mstep: Class 16 contains 1730 members 
Mstep: Class 19 contains 92352 members 
Mstep: Class 20 contains 83702 members 
Mstep: Class 21 contains 71464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126596400.000000 Penalty: 53397.339844
Iteration 10F: 17 clusters Score -1.265964e+08 nChanged 77594
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 3 contains 2678 members 
Mstep: Class 4 contains 54438 members 
Mstep: Class 5 contains 57054 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 58827 members 
Mstep: Class 9 contains 54142 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 67716 members 
Mstep: Class 13 contains 812 members 
Mstep: Class 14 contains 83313 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 1751 members 
Mstep: Class 19 contains 87417 members 
Mstep: Class 20 contains 80422 members 
Mstep: Class 21 contains 71939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3159.707275 but Gain 3337.332031
Score: -126635328.000000 Penalty: 50060.007812
Iteration 11F: 16 clusters Score -1.266353e+08 nChanged 72161
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 70901 members 
Mstep: Class 4 contains 56793 members 
Mstep: Class 5 contains 55847 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 75937 members 
Mstep: Class 9 contains 53770 members 
Mstep: Class 10 contains 1873 members 
Mstep: Class 11 contains 65541 members 
Mstep: Class 13 contains 811 members 
Mstep: Class 14 contains 79743 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 1731 members 
Mstep: Class 19 contains 86325 members 
Mstep: Class 20 contains 75638 members 
Mstep: Class 21 contains 71053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126667992.000000 Penalty: 50060.007812
Iteration 12F: 16 clusters Score -1.26668e+08 nChanged 69315
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 67774 members 
Mstep: Class 4 contains 57925 members 
Mstep: Class 5 contains 55163 members 
Mstep: Class 7 contains 1818 members 
Mstep: Class 8 contains 98267 members 
Mstep: Class 9 contains 52650 members 
Mstep: Class 10 contains 1892 members 
Mstep: Class 11 contains 63741 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 75583 members 
Mstep: Class 15 contains 702 members 
Mstep: Class 16 contains 1689 members 
Mstep: Class 19 contains 81221 members 
Mstep: Class 20 contains 69798 members 
Mstep: Class 21 contains 69528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126655040.000000 Penalty: 50060.007812
Iteration 13F: 16 clusters Score -1.26655e+08 nChanged 74583
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 4 contains 62357 members 
Mstep: Class 5 contains 54804 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 8 contains 91947 members 
Mstep: Class 9 contains 51542 members 
Mstep: Class 10 contains 1916 members 
Mstep: Class 11 contains 63971 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 78094 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 19 contains 85215 members 
Mstep: Class 20 contains 69887 members 
Mstep: Class 21 contains 68048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126666584.000000 Penalty: 50060.007812
Iteration 14F: 16 clusters Score -1.266666e+08 nChanged 38751
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 64007 members 
Mstep: Class 4 contains 65645 members 
Mstep: Class 5 contains 55499 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 90850 members 
Mstep: Class 9 contains 51562 members 
Mstep: Class 10 contains 1981 members 
Mstep: Class 11 contains 64628 members 
Mstep: Class 13 contains 934 members 
Mstep: Class 14 contains 77694 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 19 contains 84119 members 
Mstep: Class 20 contains 70087 members 
Mstep: Class 21 contains 67545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126676000.000000 Penalty: 50060.007812
Iteration 15F: 16 clusters Score -1.26676e+08 nChanged 29904
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 4 contains 68300 members 
Mstep: Class 5 contains 56024 members 
Mstep: Class 7 contains 1654 members 
Mstep: Class 8 contains 89379 members 
Mstep: Class 9 contains 51506 members 
Mstep: Class 10 contains 2056 members 
Mstep: Class 11 contains 65331 members 
Mstep: Class 13 contains 1033 members 
Mstep: Class 14 contains 77118 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 19 contains 84279 members 
Mstep: Class 20 contains 70089 members 
Mstep: Class 21 contains 67162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126683408.000000 Penalty: 50060.007812
Iteration 16Q: 16 clusters Score -1.266834e+08 nChanged 24520
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 4 contains 70675 members 
Mstep: Class 5 contains 56523 members 
Mstep: Class 7 contains 1614 members 
Mstep: Class 8 contains 88500 members 
Mstep: Class 9 contains 51602 members 
Mstep: Class 10 contains 2115 members 
Mstep: Class 11 contains 66302 members 
Mstep: Class 13 contains 1162 members 
Mstep: Class 14 contains 76434 members 
Mstep: Class 15 contains 824 members 
Mstep: Class 16 contains 1558 members 
Mstep: Class 19 contains 83709 members 
Mstep: Class 20 contains 69627 members 
Mstep: Class 21 contains 66971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126690120.000000 Penalty: 50060.007812
Iteration 17Q: 16 clusters Score -1.266901e+08 nChanged 21352
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 4 contains 73061 members 
Mstep: Class 5 contains 56992 members 
Mstep: Class 7 contains 1601 members 
Mstep: Class 8 contains 87336 members 
Mstep: Class 9 contains 51653 members 
Mstep: Class 10 contains 2141 members 
Mstep: Class 11 contains 67269 members 
Mstep: Class 13 contains 1321 members 
Mstep: Class 14 contains 75900 members 
Mstep: Class 15 contains 832 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 19 contains 83324 members 
Mstep: Class 20 contains 68970 members 
Mstep: Class 21 contains 66768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126695992.000000 Penalty: 50060.007812
Iteration 18Q: 16 clusters Score -1.26696e+08 nChanged 19054
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 4 contains 75182 members 
Mstep: Class 5 contains 57294 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 86632 members 
Mstep: Class 9 contains 51803 members 
Mstep: Class 10 contains 2079 members 
Mstep: Class 11 contains 68293 members 
Mstep: Class 13 contains 1559 members 
Mstep: Class 14 contains 75311 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 19 contains 82773 members 
Mstep: Class 20 contains 67999 members 
Mstep: Class 21 contains 66551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126700688.000000 Penalty: 50060.007812
Iteration 19Q: 16 clusters Score -1.267007e+08 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 106 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 4 contains 77244 members 
Mstep: Class 5 contains 57543 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 85973 members 
Mstep: Class 9 contains 51960 members 
Mstep: Class 10 contains 1906 members 
Mstep: Class 11 contains 69314 members 
Mstep: Class 13 contains 1905 members 
Mstep: Class 14 contains 74750 members 
Mstep: Class 15 contains 859 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 19 contains 82098 members 
Mstep: Class 20 contains 67024 members 
Mstep: Class 21 contains 66353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126705264.000000 Penalty: 50060.007812
Iteration 20F: 16 clusters Score -1.267053e+08 nChanged 17335
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 4 contains 79341 members 
Mstep: Class 5 contains 57824 members 
Mstep: Class 7 contains 1556 members 
Mstep: Class 8 contains 85129 members 
Mstep: Class 9 contains 52134 members 
Mstep: Class 10 contains 1654 members 
Mstep: Class 11 contains 70233 members 
Mstep: Class 13 contains 2407 members 
Mstep: Class 14 contains 74331 members 
Mstep: Class 15 contains 882 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 19 contains 81375 members 
Mstep: Class 20 contains 65959 members 
Mstep: Class 21 contains 66115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126711600.000000 Penalty: 50060.007812
Iteration 21Q: 16 clusters Score -1.267116e+08 nChanged 17027
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 4 contains 81367 members 
Mstep: Class 5 contains 58085 members 
Mstep: Class 7 contains 1515 members 
Mstep: Class 8 contains 84568 members 
Mstep: Class 9 contains 52443 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 71201 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 73865 members 
Mstep: Class 15 contains 901 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 19 contains 80216 members 
Mstep: Class 20 contains 64807 members 
Mstep: Class 21 contains 65914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126717800.000000 Penalty: 50060.007812
Iteration 22Q: 16 clusters Score -1.267178e+08 nChanged 16724
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 57358 members 
Mstep: Class 4 contains 83640 members 
Mstep: Class 5 contains 58234 members 
Mstep: Class 7 contains 1492 members 
Mstep: Class 8 contains 83881 members 
Mstep: Class 9 contains 52847 members 
Mstep: Class 10 contains 1010 members 
Mstep: Class 11 contains 72004 members 
Mstep: Class 13 contains 3794 members 
Mstep: Class 14 contains 73403 members 
Mstep: Class 15 contains 895 members 
Mstep: Class 16 contains 1628 members 
Mstep: Class 19 contains 78788 members 
Mstep: Class 20 contains 63866 members 
Mstep: Class 21 contains 65772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126724360.000000 Penalty: 50060.007812
Iteration 23Q: 16 clusters Score -1.267244e+08 nChanged 16905
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 4 contains 86151 members 
Mstep: Class 5 contains 58403 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 83135 members 
Mstep: Class 9 contains 53245 members 
Mstep: Class 10 contains 821 members 
Mstep: Class 11 contains 72781 members 
Mstep: Class 13 contains 4360 members 
Mstep: Class 14 contains 73020 members 
Mstep: Class 15 contains 892 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 19 contains 77149 members 
Mstep: Class 20 contains 62923 members 
Mstep: Class 21 contains 65621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126730784.000000 Penalty: 50060.007812
Iteration 24Q: 16 clusters Score -1.267308e+08 nChanged 17973
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 4 contains 89060 members 
Mstep: Class 5 contains 58496 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 82075 members 
Mstep: Class 9 contains 53754 members 
Mstep: Class 10 contains 737 members 
Mstep: Class 11 contains 73477 members 
Mstep: Class 13 contains 4879 members 
Mstep: Class 14 contains 72798 members 
Mstep: Class 15 contains 874 members 
Mstep: Class 16 contains 1732 members 
Mstep: Class 19 contains 75203 members 
Mstep: Class 20 contains 61926 members 
Mstep: Class 21 contains 65362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126736448.000000 Penalty: 50060.007812
Iteration 25Q: 16 clusters Score -1.267364e+08 nChanged 19282
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 4 contains 91916 members 
Mstep: Class 5 contains 58549 members 
Mstep: Class 7 contains 1473 members 
Mstep: Class 8 contains 81085 members 
Mstep: Class 9 contains 54373 members 
Mstep: Class 10 contains 707 members 
Mstep: Class 11 contains 74078 members 
Mstep: Class 13 contains 5468 members 
Mstep: Class 14 contains 72720 members 
Mstep: Class 15 contains 830 members 
Mstep: Class 16 contains 1799 members 
Mstep: Class 19 contains 73223 members 
Mstep: Class 20 contains 60742 members 
Mstep: Class 21 contains 65036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126740184.000000 Penalty: 50060.007812
Iteration 26Q: 16 clusters Score -1.267402e+08 nChanged 19155
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 4 contains 94138 members 
Mstep: Class 5 contains 58569 members 
Mstep: Class 7 contains 1472 members 
Mstep: Class 8 contains 80017 members 
Mstep: Class 9 contains 55019 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 11 contains 74511 members 
Mstep: Class 13 contains 6175 members 
Mstep: Class 14 contains 72942 members 
Mstep: Class 15 contains 762 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 19 contains 71461 members 
Mstep: Class 20 contains 59808 members 
Mstep: Class 21 contains 64682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126741960.000000 Penalty: 50060.007812
Iteration 27Q: 16 clusters Score -1.26742e+08 nChanged 17739
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56406 members 
Mstep: Class 4 contains 95701 members 
Mstep: Class 5 contains 58606 members 
Mstep: Class 7 contains 1472 members 
Mstep: Class 8 contains 79062 members 
Mstep: Class 9 contains 55664 members 
Mstep: Class 10 contains 696 members 
Mstep: Class 11 contains 74863 members 
Mstep: Class 13 contains 6875 members 
Mstep: Class 14 contains 73256 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 1910 members 
Mstep: Class 19 contains 69922 members 
Mstep: Class 20 contains 59022 members 
Mstep: Class 21 contains 64454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126742848.000000 Penalty: 50060.007812
Iteration 28Q: 16 clusters Score -1.267428e+08 nChanged 15927
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 4 contains 96705 members 
Mstep: Class 5 contains 58711 members 
Mstep: Class 7 contains 1472 members 
Mstep: Class 8 contains 78448 members 
Mstep: Class 9 contains 56153 members 
Mstep: Class 10 contains 691 members 
Mstep: Class 11 contains 75181 members 
Mstep: Class 13 contains 7542 members 
Mstep: Class 14 contains 73519 members 
Mstep: Class 15 contains 668 members 
Mstep: Class 16 contains 1951 members 
Mstep: Class 19 contains 68495 members 
Mstep: Class 20 contains 58461 members 
Mstep: Class 21 contains 64340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126743256.000000 Penalty: 50060.007812
Iteration 29Q: 16 clusters Score -1.267433e+08 nChanged 14492
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 4 contains 97345 members 
Mstep: Class 5 contains 58781 members 
Mstep: Class 7 contains 1472 members 
Mstep: Class 8 contains 77904 members 
Mstep: Class 9 contains 56491 members 
Mstep: Class 10 contains 684 members 
Mstep: Class 11 contains 75521 members 
Mstep: Class 13 contains 8150 members 
Mstep: Class 14 contains 73762 members 
Mstep: Class 15 contains 637 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 19 contains 67200 members 
Mstep: Class 20 contains 58143 members 
Mstep: Class 21 contains 64299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126744008.000000 Penalty: 50060.007812
Iteration 30Q: 16 clusters Score -1.26744e+08 nChanged 13664
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56236 members 
Mstep: Class 4 contains 97779 members 
Mstep: Class 5 contains 58897 members 
Mstep: Class 7 contains 1472 members 
Mstep: Class 8 contains 77415 members 
Mstep: Class 9 contains 56775 members 
Mstep: Class 10 contains 688 members 
Mstep: Class 11 contains 75792 members 
Mstep: Class 13 contains 8696 members 
Mstep: Class 14 contains 74069 members 
Mstep: Class 15 contains 623 members 
Mstep: Class 16 contains 2038 members 
Mstep: Class 19 contains 65856 members 
Mstep: Class 20 contains 57908 members 
Mstep: Class 21 contains 64368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126744240.000000 Penalty: 50060.007812
Iteration 31Q: 16 clusters Score -1.267442e+08 nChanged 12986
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 4 contains 98040 members 
Mstep: Class 5 contains 59018 members 
Mstep: Class 7 contains 1472 members 
Mstep: Class 8 contains 77059 members 
Mstep: Class 9 contains 56930 members 
Mstep: Class 10 contains 688 members 
Mstep: Class 11 contains 76055 members 
Mstep: Class 13 contains 9201 members 
Mstep: Class 14 contains 74509 members 
Mstep: Class 15 contains 603 members 
Mstep: Class 16 contains 2072 members 
Mstep: Class 19 contains 64498 members 
Mstep: Class 20 contains 57636 members 
Mstep: Class 21 contains 64556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126744784.000000 Penalty: 50060.007812
Iteration 32Q: 16 clusters Score -1.267448e+08 nChanged 12383
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 4 contains 98076 members 
Mstep: Class 5 contains 59122 members 
Mstep: Class 7 contains 1474 members 
Mstep: Class 8 contains 76745 members 
Mstep: Class 9 contains 57069 members 
Mstep: Class 10 contains 688 members 
Mstep: Class 11 contains 76315 members 
Mstep: Class 13 contains 9722 members 
Mstep: Class 14 contains 74869 members 
Mstep: Class 15 contains 588 members 
Mstep: Class 16 contains 2103 members 
Mstep: Class 19 contains 63214 members 
Mstep: Class 20 contains 57402 members 
Mstep: Class 21 contains 64887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126744984.000000 Penalty: 50060.007812
Iteration 33Q: 16 clusters Score -1.26745e+08 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56411 members 
Mstep: Class 4 contains 98068 members 
Mstep: Class 5 contains 59248 members 
Mstep: Class 7 contains 1475 members 
Mstep: Class 8 contains 76371 members 
Mstep: Class 9 contains 57312 members 
Mstep: Class 10 contains 691 members 
Mstep: Class 11 contains 76486 members 
Mstep: Class 13 contains 10186 members 
Mstep: Class 14 contains 75204 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 2122 members 
Mstep: Class 19 contains 62114 members 
Mstep: Class 20 contains 57173 members 
Mstep: Class 21 contains 65169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126746240.000000 Penalty: 50060.007812
Iteration 34Q: 16 clusters Score -1.267462e+08 nChanged 10806
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56605 members 
Mstep: Class 4 contains 97979 members 
Mstep: Class 5 contains 59294 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 76041 members 
Mstep: Class 9 contains 57525 members 
Mstep: Class 10 contains 690 members 
Mstep: Class 11 contains 76673 members 
Mstep: Class 13 contains 10619 members 
Mstep: Class 14 contains 75449 members 
Mstep: Class 15 contains 589 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 19 contains 61096 members 
Mstep: Class 20 contains 56938 members 
Mstep: Class 21 contains 65499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126747584.000000 Penalty: 50060.007812
Iteration 35Q: 16 clusters Score -1.267476e+08 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 4 contains 97814 members 
Mstep: Class 5 contains 59379 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 75676 members 
Mstep: Class 9 contains 57772 members 
Mstep: Class 10 contains 691 members 
Mstep: Class 11 contains 76820 members 
Mstep: Class 13 contains 11045 members 
Mstep: Class 14 contains 75638 members 
Mstep: Class 15 contains 600 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 19 contains 60317 members 
Mstep: Class 20 contains 56713 members 
Mstep: Class 21 contains 65856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126748504.000000 Penalty: 50060.007812
Iteration 36Q: 16 clusters Score -1.267485e+08 nChanged 9891
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 4 contains 97688 members 
Mstep: Class 5 contains 59443 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 75341 members 
Mstep: Class 9 contains 57949 members 
Mstep: Class 10 contains 691 members 
Mstep: Class 11 contains 76949 members 
Mstep: Class 13 contains 11457 members 
Mstep: Class 14 contains 75834 members 
Mstep: Class 15 contains 606 members 
Mstep: Class 16 contains 2164 members 
Mstep: Class 19 contains 59607 members 
Mstep: Class 20 contains 56448 members 
Mstep: Class 21 contains 66260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126748720.000000 Penalty: 50060.007812
Iteration 37Q: 16 clusters Score -1.267487e+08 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56677 members 
Mstep: Class 4 contains 97435 members 
Mstep: Class 5 contains 59518 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 75063 members 
Mstep: Class 9 contains 58044 members 
Mstep: Class 10 contains 694 members 
Mstep: Class 11 contains 77174 members 
Mstep: Class 13 contains 11868 members 
Mstep: Class 14 contains 75988 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 19 contains 58950 members 
Mstep: Class 20 contains 56191 members 
Mstep: Class 21 contains 66753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126749408.000000 Penalty: 50060.007812
Iteration 38Q: 16 clusters Score -1.267494e+08 nChanged 9395
Entering ConstructFrom: 
Score: -126749408.000000 Penalty: 50060.007812
Entering ConstructFrom: 
Trying to split cluster 1 (56636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56636 members 
Entering Unmasked Estep 
Score: -10421759.000000 Penalty: 2714.211182
	Iteration 0F: 2 clusters Score -1.042176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -10393859.000000 Penalty: 5428.422363
	Iteration 0F: 3 clusters Score -1.039386e+07 nChanged 26214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -10409137.000000 Penalty: 5428.422363
	Iteration 1F: 3 clusters Score -1.040914e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -10410994.000000 Penalty: 5428.422363
	Iteration 2F: 3 clusters Score -1.041099e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -10413703.000000 Penalty: 5428.422363
	Iteration 3F: 3 clusters Score -1.04137e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -10417173.000000 Penalty: 5428.422363
	Iteration 4F: 3 clusters Score -1.041717e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -10421317.000000 Penalty: 5428.422363
	Iteration 5F: 3 clusters Score -1.042132e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -10424703.000000 Penalty: 5428.422363
	Iteration 6F: 3 clusters Score -1.04247e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -10426137.000000 Penalty: 5428.422363
	Iteration 7F: 3 clusters Score -1.042614e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -10426245.000000 Penalty: 5428.422363
	Iteration 8Q: 3 clusters Score -1.042624e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -10425247.000000 Penalty: 5428.422363
	Iteration 9Q: 3 clusters Score -1.042525e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -10424170.000000 Penalty: 5428.422363
	Iteration 10Q: 3 clusters Score -1.042417e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52592 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -10423082.000000 Penalty: 5428.422363
	Iteration 11Q: 3 clusters Score -1.042308e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -10422473.000000 Penalty: 5428.422363
	Iteration 12Q: 3 clusters Score -1.042247e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -10421915.000000 Penalty: 5428.422363
	Iteration 13Q: 3 clusters Score -1.042192e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -10421531.000000 Penalty: 5428.422363
	Iteration 14Q: 3 clusters Score -1.042153e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -10421296.000000 Penalty: 5428.422363
	Iteration 15Q: 3 clusters Score -1.04213e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -10421076.000000 Penalty: 5428.422363
	Iteration 16Q: 3 clusters Score -1.042108e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55358 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -10420947.000000 Penalty: 5428.422363
	Iteration 17Q: 3 clusters Score -1.042095e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10420828.000000 Penalty: 5428.422363
	Iteration 18Q: 3 clusters Score -1.042083e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55539 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10420755.000000 Penalty: 5428.422363
	Iteration 19Q: 3 clusters Score -1.042076e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55593 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10420831.000000 Penalty: 5428.422363
	Iteration 20F: 3 clusters Score -1.042083e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10420642.000000 Penalty: 5428.422363
	Iteration 21Q: 3 clusters Score -1.042064e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -10420558.000000 Penalty: 5428.422363
	Iteration 22Q: 3 clusters Score -1.042056e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10420533.000000 Penalty: 5428.422363
	Iteration 23Q: 3 clusters Score -1.042053e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55940 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10420500.000000 Penalty: 5428.422363
	Iteration 24Q: 3 clusters Score -1.04205e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -10420453.000000 Penalty: 5428.422363
	Iteration 25Q: 3 clusters Score -1.042045e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56006 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -10420438.000000 Penalty: 5428.422363
	Iteration 26Q: 3 clusters Score -1.042044e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56020 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10420420.000000 Penalty: 5428.422363
	Iteration 27Q: 3 clusters Score -1.042042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10420436.000000 Penalty: 5428.422363
	Iteration 28Q: 3 clusters Score -1.042044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10420410.000000 Penalty: 5428.422363
	Iteration 29Q: 3 clusters Score -1.042041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10420412.000000 Penalty: 5428.422363
	Iteration 30Q: 3 clusters Score -1.042041e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10420412.000000 Penalty: 5428.422363
	Iteration 31Q: 3 clusters Score -1.042041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56073 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10420399.000000 Penalty: 5428.422363
	Iteration 32Q: 3 clusters Score -1.04204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10420391.000000 Penalty: 5428.422363
	Iteration 33Q: 3 clusters Score -1.042039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56083 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10420379.000000 Penalty: 5428.422363
	Iteration 34Q: 3 clusters Score -1.042038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56088 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -10420383.000000 Penalty: 5428.422363
	Iteration 35Q: 3 clusters Score -1.042038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10420378.000000 Penalty: 5428.422363
	Iteration 36Q: 3 clusters Score -1.042038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56090 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10420373.000000 Penalty: 5428.422363
	Iteration 37Q: 3 clusters Score -1.042037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -10420367.000000 Penalty: 5428.422363
	Iteration 38Q: 3 clusters Score -1.042037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -10420354.000000 Penalty: 5428.422363
	Iteration 39Q: 3 clusters Score -1.042035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10420356.000000 Penalty: 5428.422363
	Iteration 40F: 3 clusters Score -1.042036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10420358.000000 Penalty: 5428.422363
	Iteration 41Q: 3 clusters Score -1.042036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -10420358.000000 Penalty: 5428.422363
	Iteration 42Q: 3 clusters Score -1.042036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10420358.000000 Penalty: 5428.422363
	Iteration 43Q: 3 clusters Score -1.042036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10420358.000000 Penalty: 5428.422363
	Iteration 44F: 3 clusters Score -1.042036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (97283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97283 members 
Entering Unmasked Estep 
Score: -17627924.000000 Penalty: 2848.374023
	Iteration 0F: 2 clusters Score -1.762792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -17585480.000000 Penalty: 5696.748047
	Iteration 0F: 3 clusters Score -1.758548e+07 nChanged 45856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -17611824.000000 Penalty: 5696.748047
	Iteration 1F: 3 clusters Score -1.761182e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -17613000.000000 Penalty: 5696.748047
	Iteration 2Q: 3 clusters Score -1.7613e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
Score: -17615034.000000 Penalty: 5696.748047
	Iteration 3Q: 3 clusters Score -1.761503e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -17617652.000000 Penalty: 5696.748047
	Iteration 4F: 3 clusters Score -1.761765e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -17621014.000000 Penalty: 5696.748047
	Iteration 5F: 3 clusters Score -1.762101e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 66501 members 
Entering Unmasked Estep 
Score: -17624250.000000 Penalty: 5696.748047
	Iteration 6F: 3 clusters Score -1.762425e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -17626676.000000 Penalty: 5696.748047
	Iteration 7F: 3 clusters Score -1.762668e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 71697 members 
Entering Unmasked Estep 
Score: -17628280.000000 Penalty: 5696.748047
	Iteration 8Q: 3 clusters Score -1.762828e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -17629378.000000 Penalty: 5696.748047
	Iteration 9Q: 3 clusters Score -1.762938e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 73688 members 
Entering Unmasked Estep 
Score: -17630220.000000 Penalty: 5696.748047
	Iteration 10Q: 3 clusters Score -1.763022e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 74126 members 
Entering Unmasked Estep 
Score: -17630950.000000 Penalty: 5696.748047
	Iteration 11Q: 3 clusters Score -1.763095e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -17631754.000000 Penalty: 5696.748047
	Iteration 12Q: 3 clusters Score -1.763175e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -17632520.000000 Penalty: 5696.748047
	Iteration 13Q: 3 clusters Score -1.763252e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -17633164.000000 Penalty: 5696.748047
	Iteration 14Q: 3 clusters Score -1.763316e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 73751 members 
Entering Unmasked Estep 
Score: -17633462.000000 Penalty: 5696.748047
	Iteration 15Q: 3 clusters Score -1.763346e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -17633564.000000 Penalty: 5696.748047
	Iteration 16Q: 3 clusters Score -1.763356e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -17633686.000000 Penalty: 5696.748047
	Iteration 17Q: 3 clusters Score -1.763369e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 73515 members 
Entering Unmasked Estep 
Score: -17633704.000000 Penalty: 5696.748047
	Iteration 18Q: 3 clusters Score -1.76337e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 73518 members 
Entering Unmasked Estep 
Score: -17633736.000000 Penalty: 5696.748047
	Iteration 19Q: 3 clusters Score -1.763374e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -17633744.000000 Penalty: 5696.748047
	Iteration 20F: 3 clusters Score -1.763374e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 73516 members 
Entering Unmasked Estep 
Score: -17633784.000000 Penalty: 5696.748047
	Iteration 21Q: 3 clusters Score -1.763378e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
Score: -17633726.000000 Penalty: 5696.748047
	Iteration 22Q: 3 clusters Score -1.763373e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 73480 members 
Entering Unmasked Estep 
Score: -17633694.000000 Penalty: 5696.748047
	Iteration 23Q: 3 clusters Score -1.763369e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 73454 members 
Entering Unmasked Estep 
Score: -17633668.000000 Penalty: 5696.748047
	Iteration 24Q: 3 clusters Score -1.763367e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 73431 members 
Entering Unmasked Estep 
Score: -17633672.000000 Penalty: 5696.748047
	Iteration 25Q: 3 clusters Score -1.763367e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -17633684.000000 Penalty: 5696.748047
	Iteration 26Q: 3 clusters Score -1.763368e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 73400 members 
Entering Unmasked Estep 
Score: -17633678.000000 Penalty: 5696.748047
	Iteration 27Q: 3 clusters Score -1.763368e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -17633674.000000 Penalty: 5696.748047
	Iteration 28Q: 3 clusters Score -1.763367e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 73350 members 
Entering Unmasked Estep 
Score: -17633684.000000 Penalty: 5696.748047
	Iteration 29Q: 3 clusters Score -1.763368e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 73318 members 
Entering Unmasked Estep 
Score: -17633666.000000 Penalty: 5696.748047
	Iteration 30Q: 3 clusters Score -1.763367e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 73299 members 
Entering Unmasked Estep 
Score: -17633646.000000 Penalty: 5696.748047
	Iteration 31Q: 3 clusters Score -1.763365e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 73245 members 
Entering Unmasked Estep 
Score: -17633626.000000 Penalty: 5696.748047
	Iteration 32Q: 3 clusters Score -1.763363e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -17633614.000000 Penalty: 5696.748047
	Iteration 33Q: 3 clusters Score -1.763361e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -17633602.000000 Penalty: 5696.748047
	Iteration 34Q: 3 clusters Score -1.76336e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 73123 members 
Entering Unmasked Estep 
Score: -17633596.000000 Penalty: 5696.748047
	Iteration 35Q: 3 clusters Score -1.76336e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 73086 members 
Entering Unmasked Estep 
Score: -17633582.000000 Penalty: 5696.748047
	Iteration 36Q: 3 clusters Score -1.763358e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -17633552.000000 Penalty: 5696.748047
	Iteration 37Q: 3 clusters Score -1.763355e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 72974 members 
Entering Unmasked Estep 
Score: -17633544.000000 Penalty: 5696.748047
	Iteration 38Q: 3 clusters Score -1.763354e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 72919 members 
Entering Unmasked Estep 
Score: -17633558.000000 Penalty: 5696.748047
	Iteration 39Q: 3 clusters Score -1.763356e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -17633532.000000 Penalty: 5696.748047
	Iteration 40F: 3 clusters Score -1.763353e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 72801 members 
Entering Unmasked Estep 
Score: -17633542.000000 Penalty: 5696.748047
	Iteration 41Q: 3 clusters Score -1.763354e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 72718 members 
Entering Unmasked Estep 
Score: -17633534.000000 Penalty: 5696.748047
	Iteration 42Q: 3 clusters Score -1.763353e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 72639 members 
Entering Unmasked Estep 
Score: -17633522.000000 Penalty: 5696.748047
	Iteration 43Q: 3 clusters Score -1.763352e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 72575 members 
Entering Unmasked Estep 
Score: -17633530.000000 Penalty: 5696.748047
	Iteration 44Q: 3 clusters Score -1.763353e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -17633494.000000 Penalty: 5696.748047
	Iteration 45Q: 3 clusters Score -1.763349e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -17633492.000000 Penalty: 5696.748047
	Iteration 46Q: 3 clusters Score -1.763349e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -17633422.000000 Penalty: 5696.748047
	Iteration 47Q: 3 clusters Score -1.763342e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 72218 members 
Entering Unmasked Estep 
Score: -17633428.000000 Penalty: 5696.748047
	Iteration 48Q: 3 clusters Score -1.763343e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -17633428.000000 Penalty: 5696.748047
	Iteration 49Q: 3 clusters Score -1.763343e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 72022 members 
Entering Unmasked Estep 
Score: -17633388.000000 Penalty: 5696.748047
	Iteration 50Q: 3 clusters Score -1.763339e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -17633374.000000 Penalty: 5696.748047
	Iteration 51Q: 3 clusters Score -1.763337e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -17633326.000000 Penalty: 5696.748047
	Iteration 52Q: 3 clusters Score -1.763333e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -17633334.000000 Penalty: 5696.748047
	Iteration 53Q: 3 clusters Score -1.763333e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -17633308.000000 Penalty: 5696.748047
	Iteration 54Q: 3 clusters Score -1.763331e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 71531 members 
Entering Unmasked Estep 
Score: -17633296.000000 Penalty: 5696.748047
	Iteration 55Q: 3 clusters Score -1.76333e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 71385 members 
Entering Unmasked Estep 
Score: -17633290.000000 Penalty: 5696.748047
	Iteration 56Q: 3 clusters Score -1.763329e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 71270 members 
Entering Unmasked Estep 
Score: -17633312.000000 Penalty: 5696.748047
	Iteration 57Q: 3 clusters Score -1.763331e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 71141 members 
Entering Unmasked Estep 
Score: -17633316.000000 Penalty: 5696.748047
	Iteration 58Q: 3 clusters Score -1.763332e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 71010 members 
Entering Unmasked Estep 
Score: -17633256.000000 Penalty: 5696.748047
	Iteration 59Q: 3 clusters Score -1.763326e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 70881 members 
Entering Unmasked Estep 
Score: -17633204.000000 Penalty: 5696.748047
	Iteration 60F: 3 clusters Score -1.76332e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -17633198.000000 Penalty: 5696.748047
	Iteration 61Q: 3 clusters Score -1.76332e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -17633170.000000 Penalty: 5696.748047
	Iteration 62Q: 3 clusters Score -1.763317e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 70401 members 
Entering Unmasked Estep 
Score: -17633138.000000 Penalty: 5696.748047
	Iteration 63Q: 3 clusters Score -1.763314e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -17633080.000000 Penalty: 5696.748047
	Iteration 64Q: 3 clusters Score -1.763308e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -17633050.000000 Penalty: 5696.748047
	Iteration 65Q: 3 clusters Score -1.763305e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 69880 members 
Entering Unmasked Estep 
Score: -17633018.000000 Penalty: 5696.748047
	Iteration 66Q: 3 clusters Score -1.763302e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -17633040.000000 Penalty: 5696.748047
	Iteration 67Q: 3 clusters Score -1.763304e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 69481 members 
Entering Unmasked Estep 
Score: -17632982.000000 Penalty: 5696.748047
	Iteration 68Q: 3 clusters Score -1.763298e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 69264 members 
Entering Unmasked Estep 
Score: -17632956.000000 Penalty: 5696.748047
	Iteration 69Q: 3 clusters Score -1.763296e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -17632904.000000 Penalty: 5696.748047
	Iteration 70Q: 3 clusters Score -1.76329e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 68807 members 
Entering Unmasked Estep 
Score: -17632798.000000 Penalty: 5696.748047
	Iteration 71Q: 3 clusters Score -1.76328e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -17632826.000000 Penalty: 5696.748047
	Iteration 72Q: 3 clusters Score -1.763283e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 68315 members 
Entering Unmasked Estep 
Score: -17632778.000000 Penalty: 5696.748047
	Iteration 73Q: 3 clusters Score -1.763278e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 68025 members 
Entering Unmasked Estep 
Score: -17632788.000000 Penalty: 5696.748047
	Iteration 74Q: 3 clusters Score -1.763279e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -17632772.000000 Penalty: 5696.748047
	Iteration 75Q: 3 clusters Score -1.763277e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 67343 members 
Entering Unmasked Estep 
Score: -17632754.000000 Penalty: 5696.748047
	Iteration 76Q: 3 clusters Score -1.763275e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 66957 members 
Entering Unmasked Estep 
Score: -17632704.000000 Penalty: 5696.748047
	Iteration 77Q: 3 clusters Score -1.76327e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 66527 members 
Entering Unmasked Estep 
Score: -17632668.000000 Penalty: 5696.748047
	Iteration 78Q: 3 clusters Score -1.763267e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -17632670.000000 Penalty: 5696.748047
	Iteration 79Q: 3 clusters Score -1.763267e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 65561 members 
Entering Unmasked Estep 
Score: -17632612.000000 Penalty: 5696.748047
	Iteration 80F: 3 clusters Score -1.763261e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -17632564.000000 Penalty: 5696.748047
	Iteration 81Q: 3 clusters Score -1.763256e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -17632546.000000 Penalty: 5696.748047
	Iteration 82Q: 3 clusters Score -1.763255e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 63960 members 
Entering Unmasked Estep 
Score: -17632460.000000 Penalty: 5696.748047
	Iteration 83Q: 3 clusters Score -1.763246e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -17632452.000000 Penalty: 5696.748047
	Iteration 84Q: 3 clusters Score -1.763245e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -17632414.000000 Penalty: 5696.748047
	Iteration 85Q: 3 clusters Score -1.763241e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -17632428.000000 Penalty: 5696.748047
	Iteration 86Q: 3 clusters Score -1.763243e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -17632458.000000 Penalty: 5696.748047
	Iteration 87Q: 3 clusters Score -1.763246e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 60673 members 
Entering Unmasked Estep 
Score: -17632464.000000 Penalty: 5696.748047
	Iteration 88Q: 3 clusters Score -1.763246e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -17632576.000000 Penalty: 5696.748047
	Iteration 89Q: 3 clusters Score -1.763258e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 59085 members 
Entering Unmasked Estep 
Score: -17632598.000000 Penalty: 5696.748047
	Iteration 90Q: 3 clusters Score -1.76326e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 58243 members 
Entering Unmasked Estep 
Score: -17632598.000000 Penalty: 5696.748047
	Iteration 91Q: 3 clusters Score -1.76326e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 57331 members 
Entering Unmasked Estep 
Score: -17632622.000000 Penalty: 5696.748047
	Iteration 92Q: 3 clusters Score -1.763262e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -17632680.000000 Penalty: 5696.748047
	Iteration 93Q: 3 clusters Score -1.763268e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -17632754.000000 Penalty: 5696.748047
	Iteration 94Q: 3 clusters Score -1.763275e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -17632894.000000 Penalty: 5696.748047
	Iteration 95Q: 3 clusters Score -1.763289e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -17633004.000000 Penalty: 5696.748047
	Iteration 96Q: 3 clusters Score -1.7633e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -17633200.000000 Penalty: 5696.748047
	Iteration 97Q: 3 clusters Score -1.76332e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -17633418.000000 Penalty: 5696.748047
	Iteration 98Q: 3 clusters Score -1.763342e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -17633758.000000 Penalty: 5696.748047
	Iteration 99Q: 3 clusters Score -1.763376e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -17634378.000000 Penalty: 5696.748047
	Iteration 100F: 3 clusters Score -1.763438e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -17634854.000000 Penalty: 5696.748047
	Iteration 101Q: 3 clusters Score -1.763485e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -17635126.000000 Penalty: 5696.748047
	Iteration 102Q: 3 clusters Score -1.763513e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -17635468.000000 Penalty: 5696.748047
	Iteration 103Q: 3 clusters Score -1.763547e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -17635652.000000 Penalty: 5696.748047
	Iteration 104Q: 3 clusters Score -1.763565e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -17635762.000000 Penalty: 5696.748047
	Iteration 105Q: 3 clusters Score -1.763576e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61131 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -17635960.000000 Penalty: 5696.748047
	Iteration 106Q: 3 clusters Score -1.763596e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -17636134.000000 Penalty: 5696.748047
	Iteration 107Q: 3 clusters Score -1.763613e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63421 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -17636336.000000 Penalty: 5696.748047
	Iteration 108Q: 3 clusters Score -1.763634e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -17636540.000000 Penalty: 5696.748047
	Iteration 109Q: 3 clusters Score -1.763654e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -17636688.000000 Penalty: 5696.748047
	Iteration 110Q: 3 clusters Score -1.763669e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66453 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -17636906.000000 Penalty: 5696.748047
	Iteration 111Q: 3 clusters Score -1.763691e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67286 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -17636964.000000 Penalty: 5696.748047
	Iteration 112Q: 3 clusters Score -1.763696e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -17637110.000000 Penalty: 5696.748047
	Iteration 113Q: 3 clusters Score -1.763711e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68865 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -17637198.000000 Penalty: 5696.748047
	Iteration 114Q: 3 clusters Score -1.76372e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -17637212.000000 Penalty: 5696.748047
	Iteration 115Q: 3 clusters Score -1.763721e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -17637280.000000 Penalty: 5696.748047
	Iteration 116Q: 3 clusters Score -1.763728e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71134 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -17637404.000000 Penalty: 5696.748047
	Iteration 117Q: 3 clusters Score -1.76374e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -17637548.000000 Penalty: 5696.748047
	Iteration 118Q: 3 clusters Score -1.763755e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -17637682.000000 Penalty: 5696.748047
	Iteration 119Q: 3 clusters Score -1.763768e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73209 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -17637898.000000 Penalty: 5696.748047
	Iteration 120F: 3 clusters Score -1.76379e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73986 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -17637946.000000 Penalty: 5696.748047
	Iteration 121Q: 3 clusters Score -1.763795e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -17638068.000000 Penalty: 5696.748047
	Iteration 122Q: 3 clusters Score -1.763807e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75618 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -17638234.000000 Penalty: 5696.748047
	Iteration 123Q: 3 clusters Score -1.763823e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -17638294.000000 Penalty: 5696.748047
	Iteration 124Q: 3 clusters Score -1.763829e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77303 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -17638388.000000 Penalty: 5696.748047
	Iteration 125Q: 3 clusters Score -1.763839e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78159 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -17638498.000000 Penalty: 5696.748047
	Iteration 126Q: 3 clusters Score -1.76385e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79043 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -17638578.000000 Penalty: 5696.748047
	Iteration 127Q: 3 clusters Score -1.763858e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -17638664.000000 Penalty: 5696.748047
	Iteration 128Q: 3 clusters Score -1.763866e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80734 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -17638738.000000 Penalty: 5696.748047
	Iteration 129Q: 3 clusters Score -1.763874e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81527 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -17638868.000000 Penalty: 5696.748047
	Iteration 130Q: 3 clusters Score -1.763887e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82279 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -17639052.000000 Penalty: 5696.748047
	Iteration 131Q: 3 clusters Score -1.763905e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -17639352.000000 Penalty: 5696.748047
	Iteration 132Q: 3 clusters Score -1.763935e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -17639868.000000 Penalty: 5696.748047
	Iteration 133Q: 3 clusters Score -1.763987e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84956 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -17640390.000000 Penalty: 5696.748047
	Iteration 134Q: 3 clusters Score -1.764039e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -17640324.000000 Penalty: 5696.748047
	Iteration 135Q: 3 clusters Score -1.764032e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -17639794.000000 Penalty: 5696.748047
	Iteration 136Q: 3 clusters Score -1.763979e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89249 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -17638656.000000 Penalty: 5696.748047
	Iteration 137Q: 3 clusters Score -1.763866e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90749 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -17637154.000000 Penalty: 5696.748047
	Iteration 138Q: 3 clusters Score -1.763715e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92089 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -17635198.000000 Penalty: 5696.748047
	Iteration 139Q: 3 clusters Score -1.76352e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93142 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -17633218.000000 Penalty: 5696.748047
	Iteration 140F: 3 clusters Score -1.763322e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93889 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -17631774.000000 Penalty: 5696.748047
	Iteration 141Q: 3 clusters Score -1.763177e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94407 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -17630850.000000 Penalty: 5696.748047
	Iteration 142Q: 3 clusters Score -1.763085e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94778 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -17630110.000000 Penalty: 5696.748047
	Iteration 143Q: 3 clusters Score -1.763011e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95057 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -17629674.000000 Penalty: 5696.748047
	Iteration 144Q: 3 clusters Score -1.762967e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95231 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -17629362.000000 Penalty: 5696.748047
	Iteration 145Q: 3 clusters Score -1.762936e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95366 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -17629184.000000 Penalty: 5696.748047
	Iteration 146Q: 3 clusters Score -1.762918e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95473 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -17628994.000000 Penalty: 5696.748047
	Iteration 147Q: 3 clusters Score -1.762899e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95541 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -17628856.000000 Penalty: 5696.748047
	Iteration 148Q: 3 clusters Score -1.762886e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95600 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -17628748.000000 Penalty: 5696.748047
	Iteration 149Q: 3 clusters Score -1.762875e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95643 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -17628672.000000 Penalty: 5696.748047
	Iteration 150Q: 3 clusters Score -1.762867e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95667 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -17628598.000000 Penalty: 5696.748047
	Iteration 151Q: 3 clusters Score -1.76286e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95687 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -17628546.000000 Penalty: 5696.748047
	Iteration 152Q: 3 clusters Score -1.762855e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95699 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -17628538.000000 Penalty: 5696.748047
	Iteration 153Q: 3 clusters Score -1.762854e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95703 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -17628536.000000 Penalty: 5696.748047
	Iteration 154Q: 3 clusters Score -1.762854e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95712 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -17628512.000000 Penalty: 5696.748047
	Iteration 155Q: 3 clusters Score -1.762851e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -17628508.000000 Penalty: 5696.748047
	Iteration 156Q: 3 clusters Score -1.762851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95735 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -17628506.000000 Penalty: 5696.748047
	Iteration 157Q: 3 clusters Score -1.762851e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95742 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -17628492.000000 Penalty: 5696.748047
	Iteration 158Q: 3 clusters Score -1.762849e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95754 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -17628470.000000 Penalty: 5696.748047
	Iteration 159Q: 3 clusters Score -1.762847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95764 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -17628472.000000 Penalty: 5696.748047
	Iteration 160F: 3 clusters Score -1.762847e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95772 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -17628464.000000 Penalty: 5696.748047
	Iteration 161Q: 3 clusters Score -1.762846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95779 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -17628452.000000 Penalty: 5696.748047
	Iteration 162Q: 3 clusters Score -1.762845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95786 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -17628426.000000 Penalty: 5696.748047
	Iteration 163Q: 3 clusters Score -1.762843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95795 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -17628406.000000 Penalty: 5696.748047
	Iteration 164Q: 3 clusters Score -1.762841e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95808 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -17628358.000000 Penalty: 5696.748047
	Iteration 165Q: 3 clusters Score -1.762836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95813 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -17628376.000000 Penalty: 5696.748047
	Iteration 166Q: 3 clusters Score -1.762838e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95822 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -17628346.000000 Penalty: 5696.748047
	Iteration 167Q: 3 clusters Score -1.762835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95829 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -17628340.000000 Penalty: 5696.748047
	Iteration 168Q: 3 clusters Score -1.762834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95839 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -17628292.000000 Penalty: 5696.748047
	Iteration 169Q: 3 clusters Score -1.762829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95843 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -17628284.000000 Penalty: 5696.748047
	Iteration 170Q: 3 clusters Score -1.762828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95850 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -17628268.000000 Penalty: 5696.748047
	Iteration 171Q: 3 clusters Score -1.762827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95852 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -17628272.000000 Penalty: 5696.748047
	Iteration 172Q: 3 clusters Score -1.762827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95855 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -17628280.000000 Penalty: 5696.748047
	Iteration 173Q: 3 clusters Score -1.762828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95857 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -17628268.000000 Penalty: 5696.748047
	Iteration 174Q: 3 clusters Score -1.762827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95859 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -17628272.000000 Penalty: 5696.748047
	Iteration 175Q: 3 clusters Score -1.762827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95862 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -17628266.000000 Penalty: 5696.748047
	Iteration 176Q: 3 clusters Score -1.762827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95865 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -17628262.000000 Penalty: 5696.748047
	Iteration 177Q: 3 clusters Score -1.762826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95864 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -17628264.000000 Penalty: 5696.748047
	Iteration 178Q: 3 clusters Score -1.762826e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -17628270.000000 Penalty: 5696.748047
	Iteration 179Q: 3 clusters Score -1.762827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95874 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -17628260.000000 Penalty: 5696.748047
	Iteration 180F: 3 clusters Score -1.762826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95881 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -17628250.000000 Penalty: 5696.748047
	Iteration 181Q: 3 clusters Score -1.762825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -17628248.000000 Penalty: 5696.748047
	Iteration 182Q: 3 clusters Score -1.762825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -17628246.000000 Penalty: 5696.748047
	Iteration 183Q: 3 clusters Score -1.762825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95890 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -17628230.000000 Penalty: 5696.748047
	Iteration 184Q: 3 clusters Score -1.762823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -17628236.000000 Penalty: 5696.748047
	Iteration 185Q: 3 clusters Score -1.762824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -17628230.000000 Penalty: 5696.748047
	Iteration 186Q: 3 clusters Score -1.762823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95892 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -17628222.000000 Penalty: 5696.748047
	Iteration 187Q: 3 clusters Score -1.762822e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95896 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -17628190.000000 Penalty: 5696.748047
	Iteration 188Q: 3 clusters Score -1.762819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95901 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -17628190.000000 Penalty: 5696.748047
	Iteration 189Q: 3 clusters Score -1.762819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -17628188.000000 Penalty: 5696.748047
	Iteration 190Q: 3 clusters Score -1.762819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -17628188.000000 Penalty: 5696.748047
	Iteration 191F: 3 clusters Score -1.762819e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 4 contains 95903 members 
Mstep: Class 5 contains 59596 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 74687 members 
Mstep: Class 9 contains 58216 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 77312 members 
Mstep: Class 13 contains 12282 members 
Mstep: Class 14 contains 76149 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 19 contains 58415 members 
Mstep: Class 20 contains 55893 members 
Mstep: Class 21 contains 67173 members 
Entering Unmasked Estep 
Score: -126748656.000000 Penalty: 53397.339844
Splitting cluster 4 changes total score from -126749408.000000 to -126748656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (59596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59596 members 
Entering Unmasked Estep 
Score: -10987028.000000 Penalty: 2726.845459
	Iteration 0F: 2 clusters Score -1.098703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -10959255.000000 Penalty: 5453.690918
	Iteration 0F: 3 clusters Score -1.095926e+07 nChanged 27617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -10974941.000000 Penalty: 5453.690918
	Iteration 1F: 3 clusters Score -1.097494e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -10975839.000000 Penalty: 5453.690918
	Iteration 2Q: 3 clusters Score -1.097584e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -10977060.000000 Penalty: 5453.690918
	Iteration 3Q: 3 clusters Score -1.097706e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -10978941.000000 Penalty: 5453.690918
	Iteration 4F: 3 clusters Score -1.097894e+07 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -10981408.000000 Penalty: 5453.690918
	Iteration 5F: 3 clusters Score -1.098141e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -10983675.000000 Penalty: 5453.690918
	Iteration 6F: 3 clusters Score -1.098368e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -10984948.000000 Penalty: 5453.690918
	Iteration 7F: 3 clusters Score -1.098495e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -10985959.000000 Penalty: 5453.690918
	Iteration 8Q: 3 clusters Score -1.098596e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -10986782.000000 Penalty: 5453.690918
	Iteration 9Q: 3 clusters Score -1.098678e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -10987521.000000 Penalty: 5453.690918
	Iteration 10Q: 3 clusters Score -1.098752e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -10988138.000000 Penalty: 5453.690918
	Iteration 11Q: 3 clusters Score -1.098814e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -10988611.000000 Penalty: 5453.690918
	Iteration 12Q: 3 clusters Score -1.098861e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -10989021.000000 Penalty: 5453.690918
	Iteration 13Q: 3 clusters Score -1.098902e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -10989272.000000 Penalty: 5453.690918
	Iteration 14Q: 3 clusters Score -1.098927e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -10989571.000000 Penalty: 5453.690918
	Iteration 15Q: 3 clusters Score -1.098957e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -10989801.000000 Penalty: 5453.690918
	Iteration 16Q: 3 clusters Score -1.09898e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -10990026.000000 Penalty: 5453.690918
	Iteration 17Q: 3 clusters Score -1.099003e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -10990274.000000 Penalty: 5453.690918
	Iteration 18Q: 3 clusters Score -1.099027e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -10990384.000000 Penalty: 5453.690918
	Iteration 19Q: 3 clusters Score -1.099038e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -10990619.000000 Penalty: 5453.690918
	Iteration 20F: 3 clusters Score -1.099062e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -10990815.000000 Penalty: 5453.690918
	Iteration 21Q: 3 clusters Score -1.099082e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -10990982.000000 Penalty: 5453.690918
	Iteration 22Q: 3 clusters Score -1.099098e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -10991124.000000 Penalty: 5453.690918
	Iteration 23Q: 3 clusters Score -1.099112e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -10991228.000000 Penalty: 5453.690918
	Iteration 24Q: 3 clusters Score -1.099123e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -10991369.000000 Penalty: 5453.690918
	Iteration 25Q: 3 clusters Score -1.099137e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -10991475.000000 Penalty: 5453.690918
	Iteration 26Q: 3 clusters Score -1.099148e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -10991584.000000 Penalty: 5453.690918
	Iteration 27Q: 3 clusters Score -1.099158e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -10991687.000000 Penalty: 5453.690918
	Iteration 28Q: 3 clusters Score -1.099169e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -10991780.000000 Penalty: 5453.690918
	Iteration 29Q: 3 clusters Score -1.099178e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -10991826.000000 Penalty: 5453.690918
	Iteration 30Q: 3 clusters Score -1.099183e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -10991906.000000 Penalty: 5453.690918
	Iteration 31Q: 3 clusters Score -1.099191e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -10991983.000000 Penalty: 5453.690918
	Iteration 32Q: 3 clusters Score -1.099198e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -10992047.000000 Penalty: 5453.690918
	Iteration 33Q: 3 clusters Score -1.099205e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -10992109.000000 Penalty: 5453.690918
	Iteration 34Q: 3 clusters Score -1.099211e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -10992131.000000 Penalty: 5453.690918
	Iteration 35Q: 3 clusters Score -1.099213e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -10992143.000000 Penalty: 5453.690918
	Iteration 36Q: 3 clusters Score -1.099214e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -10992198.000000 Penalty: 5453.690918
	Iteration 37Q: 3 clusters Score -1.09922e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -10992217.000000 Penalty: 5453.690918
	Iteration 38Q: 3 clusters Score -1.099222e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -10992243.000000 Penalty: 5453.690918
	Iteration 39Q: 3 clusters Score -1.099224e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -10992249.000000 Penalty: 5453.690918
	Iteration 40F: 3 clusters Score -1.099225e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -10992268.000000 Penalty: 5453.690918
	Iteration 41Q: 3 clusters Score -1.099227e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -10992285.000000 Penalty: 5453.690918
	Iteration 42Q: 3 clusters Score -1.099228e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -10992290.000000 Penalty: 5453.690918
	Iteration 43Q: 3 clusters Score -1.099229e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -10992308.000000 Penalty: 5453.690918
	Iteration 44Q: 3 clusters Score -1.099231e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -10992326.000000 Penalty: 5453.690918
	Iteration 45Q: 3 clusters Score -1.099233e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -10992313.000000 Penalty: 5453.690918
	Iteration 46Q: 3 clusters Score -1.099231e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -10992316.000000 Penalty: 5453.690918
	Iteration 47Q: 3 clusters Score -1.099232e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -10992322.000000 Penalty: 5453.690918
	Iteration 48Q: 3 clusters Score -1.099232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -10992341.000000 Penalty: 5453.690918
	Iteration 49Q: 3 clusters Score -1.099234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -10992345.000000 Penalty: 5453.690918
	Iteration 50Q: 3 clusters Score -1.099234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -10992335.000000 Penalty: 5453.690918
	Iteration 51Q: 3 clusters Score -1.099234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -10992332.000000 Penalty: 5453.690918
	Iteration 52Q: 3 clusters Score -1.099233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -10992312.000000 Penalty: 5453.690918
	Iteration 53Q: 3 clusters Score -1.099231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -10992327.000000 Penalty: 5453.690918
	Iteration 54Q: 3 clusters Score -1.099233e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -10992306.000000 Penalty: 5453.690918
	Iteration 55Q: 3 clusters Score -1.099231e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -10992312.000000 Penalty: 5453.690918
	Iteration 56Q: 3 clusters Score -1.099231e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -10992325.000000 Penalty: 5453.690918
	Iteration 57Q: 3 clusters Score -1.099232e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -10992329.000000 Penalty: 5453.690918
	Iteration 58Q: 3 clusters Score -1.099233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -10992327.000000 Penalty: 5453.690918
	Iteration 59Q: 3 clusters Score -1.099233e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -10992332.000000 Penalty: 5453.690918
	Iteration 60F: 3 clusters Score -1.099233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -10992339.000000 Penalty: 5453.690918
	Iteration 61Q: 3 clusters Score -1.099234e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -10992338.000000 Penalty: 5453.690918
	Iteration 62Q: 3 clusters Score -1.099234e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -10992348.000000 Penalty: 5453.690918
	Iteration 63Q: 3 clusters Score -1.099235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -10992341.000000 Penalty: 5453.690918
	Iteration 64Q: 3 clusters Score -1.099234e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -10992341.000000 Penalty: 5453.690918
	Iteration 65Q: 3 clusters Score -1.099234e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -10992351.000000 Penalty: 5453.690918
	Iteration 66Q: 3 clusters Score -1.099235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -10992350.000000 Penalty: 5453.690918
	Iteration 67Q: 3 clusters Score -1.099235e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -10992346.000000 Penalty: 5453.690918
	Iteration 68Q: 3 clusters Score -1.099235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -10992340.000000 Penalty: 5453.690918
	Iteration 69Q: 3 clusters Score -1.099234e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -10992344.000000 Penalty: 5453.690918
	Iteration 70Q: 3 clusters Score -1.099234e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -10992351.000000 Penalty: 5453.690918
	Iteration 71Q: 3 clusters Score -1.099235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -10992357.000000 Penalty: 5453.690918
	Iteration 72Q: 3 clusters Score -1.099236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -10992352.000000 Penalty: 5453.690918
	Iteration 73Q: 3 clusters Score -1.099235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -10992345.000000 Penalty: 5453.690918
	Iteration 74Q: 3 clusters Score -1.099234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -10992341.000000 Penalty: 5453.690918
	Iteration 75Q: 3 clusters Score -1.099234e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -10992355.000000 Penalty: 5453.690918
	Iteration 76Q: 3 clusters Score -1.099236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -10992366.000000 Penalty: 5453.690918
	Iteration 77Q: 3 clusters Score -1.099237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -10992365.000000 Penalty: 5453.690918
	Iteration 78Q: 3 clusters Score -1.099236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -10992361.000000 Penalty: 5453.690918
	Iteration 79Q: 3 clusters Score -1.099236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -10992362.000000 Penalty: 5453.690918
	Iteration 80F: 3 clusters Score -1.099236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -10992365.000000 Penalty: 5453.690918
	Iteration 81Q: 3 clusters Score -1.099236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -10992363.000000 Penalty: 5453.690918
	Iteration 82Q: 3 clusters Score -1.099236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -10992370.000000 Penalty: 5453.690918
	Iteration 83Q: 3 clusters Score -1.099237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -10992370.000000 Penalty: 5453.690918
	Iteration 84Q: 3 clusters Score -1.099237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -10992377.000000 Penalty: 5453.690918
	Iteration 85Q: 3 clusters Score -1.099238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -10992365.000000 Penalty: 5453.690918
	Iteration 86Q: 3 clusters Score -1.099236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -10992379.000000 Penalty: 5453.690918
	Iteration 87Q: 3 clusters Score -1.099238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -10992384.000000 Penalty: 5453.690918
	Iteration 88Q: 3 clusters Score -1.099238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -10992384.000000 Penalty: 5453.690918
	Iteration 89F: 3 clusters Score -1.099238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 16019 members 
Mstep: Class 4 contains 97283 members 
Mstep: Class 5 contains 43577 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 74687 members 
Mstep: Class 9 contains 58216 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 77312 members 
Mstep: Class 13 contains 12282 members 
Mstep: Class 14 contains 76149 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 19 contains 58415 members 
Mstep: Class 20 contains 55893 members 
Mstep: Class 21 contains 67173 members 
Entering Unmasked Estep 
Score: -126753672.000000 Penalty: 53397.339844
Splitting cluster 5 changes total score from -126749408.000000 to -126753672.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 7 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -166560.234375 Penalty: 1810.182129
	Iteration 0F: 2 clusters Score -166560.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -164964.000000 Penalty: 3620.364258
	Iteration 0F: 3 clusters Score -164964 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -166355.875000 Penalty: 3620.364258
	Iteration 1F: 3 clusters Score -166355.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -169387.343750 Penalty: 3620.364258
	Iteration 2F: 3 clusters Score -169387.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -173388.187500 Penalty: 3620.364258
	Iteration 3F: 3 clusters Score -173388.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -174956.859375 Penalty: 3620.364258
	Iteration 4F: 3 clusters Score -174956.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -175336.921875 Penalty: 3620.364258
	Iteration 5Q: 3 clusters Score -175336.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -175508.921875 Penalty: 3620.364258
	Iteration 6Q: 3 clusters Score -175508.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -175635.703125 Penalty: 3620.364258
	Iteration 7Q: 3 clusters Score -175635.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -175715.937500 Penalty: 3620.364258
	Iteration 8Q: 3 clusters Score -175715.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -175747.609375 Penalty: 3620.364258
	Iteration 9Q: 3 clusters Score -175747.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -175776.500000 Penalty: 3620.364258
	Iteration 10Q: 3 clusters Score -175776.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -175781.468750 Penalty: 3620.364258
	Iteration 11Q: 3 clusters Score -175781.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -175783.125000 Penalty: 3620.364258
	Iteration 12Q: 3 clusters Score -175783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -175785.281250 Penalty: 3620.364258
	Iteration 13Q: 3 clusters Score -175785.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -175785.281250 Penalty: 3620.364258
	Iteration 14F: 3 clusters Score -175785.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 16019 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 97283 members 
Mstep: Class 5 contains 43577 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 74687 members 
Mstep: Class 9 contains 58216 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 77312 members 
Mstep: Class 13 contains 12282 members 
Mstep: Class 14 contains 76149 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 19 contains 58415 members 
Mstep: Class 20 contains 55893 members 
Mstep: Class 21 contains 67173 members 
Entering Unmasked Estep 
Score: -126761080.000000 Penalty: 56734.675781
Splitting cluster 7 changes total score from -126749408.000000 to -126761080.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (74687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74687 members 
Entering Unmasked Estep 
Score: -13749129.000000 Penalty: 2782.823242
	Iteration 0F: 2 clusters Score -1.374913e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -13719448.000000 Penalty: 5565.646484
	Iteration 0F: 3 clusters Score -1.371945e+07 nChanged 34775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -13739085.000000 Penalty: 5565.646484
	Iteration 1F: 3 clusters Score -1.373908e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -13739817.000000 Penalty: 5565.646484
	Iteration 2Q: 3 clusters Score -1.373982e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -13740673.000000 Penalty: 5565.646484
	Iteration 3Q: 3 clusters Score -1.374067e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -13741884.000000 Penalty: 5565.646484
	Iteration 4Q: 3 clusters Score -1.374188e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -13743524.000000 Penalty: 5565.646484
	Iteration 5Q: 3 clusters Score -1.374352e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -13746331.000000 Penalty: 5565.646484
	Iteration 6F: 3 clusters Score -1.374633e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -13750135.000000 Penalty: 5565.646484
	Iteration 7F: 3 clusters Score -1.375014e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -13754101.000000 Penalty: 5565.646484
	Iteration 8F: 3 clusters Score -1.37541e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -13756192.000000 Penalty: 5565.646484
	Iteration 9F: 3 clusters Score -1.375619e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -13757119.000000 Penalty: 5565.646484
	Iteration 10Q: 3 clusters Score -1.375712e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -13757654.000000 Penalty: 5565.646484
	Iteration 11Q: 3 clusters Score -1.375765e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -13758011.000000 Penalty: 5565.646484
	Iteration 12Q: 3 clusters Score -1.375801e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -13758284.000000 Penalty: 5565.646484
	Iteration 13Q: 3 clusters Score -1.375828e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -13758671.000000 Penalty: 5565.646484
	Iteration 14Q: 3 clusters Score -1.375867e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -13759021.000000 Penalty: 5565.646484
	Iteration 15Q: 3 clusters Score -1.375902e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -13759285.000000 Penalty: 5565.646484
	Iteration 16Q: 3 clusters Score -1.375928e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -13759464.000000 Penalty: 5565.646484
	Iteration 17Q: 3 clusters Score -1.375946e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -13759615.000000 Penalty: 5565.646484
	Iteration 18Q: 3 clusters Score -1.375962e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -13759815.000000 Penalty: 5565.646484
	Iteration 19Q: 3 clusters Score -1.375982e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -13759921.000000 Penalty: 5565.646484
	Iteration 20F: 3 clusters Score -1.375992e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -13760095.000000 Penalty: 5565.646484
	Iteration 21Q: 3 clusters Score -1.37601e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -13760135.000000 Penalty: 5565.646484
	Iteration 22Q: 3 clusters Score -1.376014e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -13760243.000000 Penalty: 5565.646484
	Iteration 23Q: 3 clusters Score -1.376024e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -13760261.000000 Penalty: 5565.646484
	Iteration 24Q: 3 clusters Score -1.376026e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -13760324.000000 Penalty: 5565.646484
	Iteration 25Q: 3 clusters Score -1.376032e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -13760324.000000 Penalty: 5565.646484
	Iteration 26Q: 3 clusters Score -1.376032e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -13760338.000000 Penalty: 5565.646484
	Iteration 27Q: 3 clusters Score -1.376034e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -13760356.000000 Penalty: 5565.646484
	Iteration 28Q: 3 clusters Score -1.376036e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -13760406.000000 Penalty: 5565.646484
	Iteration 29Q: 3 clusters Score -1.376041e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -13760426.000000 Penalty: 5565.646484
	Iteration 30Q: 3 clusters Score -1.376043e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -13760413.000000 Penalty: 5565.646484
	Iteration 31Q: 3 clusters Score -1.376041e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -13760427.000000 Penalty: 5565.646484
	Iteration 32Q: 3 clusters Score -1.376043e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -13760479.000000 Penalty: 5565.646484
	Iteration 33Q: 3 clusters Score -1.376048e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -13760503.000000 Penalty: 5565.646484
	Iteration 34Q: 3 clusters Score -1.37605e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -13760484.000000 Penalty: 5565.646484
	Iteration 35Q: 3 clusters Score -1.376048e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -13760474.000000 Penalty: 5565.646484
	Iteration 36Q: 3 clusters Score -1.376047e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -13760483.000000 Penalty: 5565.646484
	Iteration 37Q: 3 clusters Score -1.376048e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -13760475.000000 Penalty: 5565.646484
	Iteration 38Q: 3 clusters Score -1.376048e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -13760444.000000 Penalty: 5565.646484
	Iteration 39Q: 3 clusters Score -1.376044e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -13760422.000000 Penalty: 5565.646484
	Iteration 40F: 3 clusters Score -1.376042e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -13760438.000000 Penalty: 5565.646484
	Iteration 41Q: 3 clusters Score -1.376044e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -13760421.000000 Penalty: 5565.646484
	Iteration 42Q: 3 clusters Score -1.376042e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -13760457.000000 Penalty: 5565.646484
	Iteration 43Q: 3 clusters Score -1.376046e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -13760415.000000 Penalty: 5565.646484
	Iteration 44Q: 3 clusters Score -1.376042e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33745 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -13760394.000000 Penalty: 5565.646484
	Iteration 45Q: 3 clusters Score -1.376039e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -13760397.000000 Penalty: 5565.646484
	Iteration 46Q: 3 clusters Score -1.37604e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -13760434.000000 Penalty: 5565.646484
	Iteration 47Q: 3 clusters Score -1.376043e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -13760414.000000 Penalty: 5565.646484
	Iteration 48Q: 3 clusters Score -1.376041e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -13760427.000000 Penalty: 5565.646484
	Iteration 49Q: 3 clusters Score -1.376043e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -13760436.000000 Penalty: 5565.646484
	Iteration 50Q: 3 clusters Score -1.376044e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -13760409.000000 Penalty: 5565.646484
	Iteration 51Q: 3 clusters Score -1.376041e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -13760410.000000 Penalty: 5565.646484
	Iteration 52Q: 3 clusters Score -1.376041e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -13760374.000000 Penalty: 5565.646484
	Iteration 53Q: 3 clusters Score -1.376037e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -13760350.000000 Penalty: 5565.646484
	Iteration 54Q: 3 clusters Score -1.376035e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -13760348.000000 Penalty: 5565.646484
	Iteration 55Q: 3 clusters Score -1.376035e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -13760317.000000 Penalty: 5565.646484
	Iteration 56Q: 3 clusters Score -1.376032e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -13760301.000000 Penalty: 5565.646484
	Iteration 57Q: 3 clusters Score -1.37603e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -13760287.000000 Penalty: 5565.646484
	Iteration 58Q: 3 clusters Score -1.376029e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -13760288.000000 Penalty: 5565.646484
	Iteration 59Q: 3 clusters Score -1.376029e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -13760278.000000 Penalty: 5565.646484
	Iteration 60F: 3 clusters Score -1.376028e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -13760263.000000 Penalty: 5565.646484
	Iteration 61Q: 3 clusters Score -1.376026e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -13760284.000000 Penalty: 5565.646484
	Iteration 62Q: 3 clusters Score -1.376028e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -13760268.000000 Penalty: 5565.646484
	Iteration 63Q: 3 clusters Score -1.376027e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -13760265.000000 Penalty: 5565.646484
	Iteration 64Q: 3 clusters Score -1.376026e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -13760234.000000 Penalty: 5565.646484
	Iteration 65Q: 3 clusters Score -1.376023e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -13760185.000000 Penalty: 5565.646484
	Iteration 66Q: 3 clusters Score -1.376018e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -13760164.000000 Penalty: 5565.646484
	Iteration 67Q: 3 clusters Score -1.376016e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -13760119.000000 Penalty: 5565.646484
	Iteration 68Q: 3 clusters Score -1.376012e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -13760101.000000 Penalty: 5565.646484
	Iteration 69Q: 3 clusters Score -1.37601e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -13760104.000000 Penalty: 5565.646484
	Iteration 70Q: 3 clusters Score -1.37601e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -13760084.000000 Penalty: 5565.646484
	Iteration 71Q: 3 clusters Score -1.376008e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -13760101.000000 Penalty: 5565.646484
	Iteration 72Q: 3 clusters Score -1.37601e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -13760110.000000 Penalty: 5565.646484
	Iteration 73Q: 3 clusters Score -1.376011e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -13760107.000000 Penalty: 5565.646484
	Iteration 74Q: 3 clusters Score -1.376011e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -13760087.000000 Penalty: 5565.646484
	Iteration 75Q: 3 clusters Score -1.376009e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -13760082.000000 Penalty: 5565.646484
	Iteration 76Q: 3 clusters Score -1.376008e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -13760055.000000 Penalty: 5565.646484
	Iteration 77Q: 3 clusters Score -1.376006e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -13760068.000000 Penalty: 5565.646484
	Iteration 78Q: 3 clusters Score -1.376007e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -13760057.000000 Penalty: 5565.646484
	Iteration 79Q: 3 clusters Score -1.376006e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -13760053.000000 Penalty: 5565.646484
	Iteration 80F: 3 clusters Score -1.376005e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -13760046.000000 Penalty: 5565.646484
	Iteration 81Q: 3 clusters Score -1.376005e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -13760054.000000 Penalty: 5565.646484
	Iteration 82Q: 3 clusters Score -1.376005e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -13760046.000000 Penalty: 5565.646484
	Iteration 83Q: 3 clusters Score -1.376005e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -13760045.000000 Penalty: 5565.646484
	Iteration 84Q: 3 clusters Score -1.376004e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -13760048.000000 Penalty: 5565.646484
	Iteration 85Q: 3 clusters Score -1.376005e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -13760017.000000 Penalty: 5565.646484
	Iteration 86Q: 3 clusters Score -1.376002e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -13760024.000000 Penalty: 5565.646484
	Iteration 87Q: 3 clusters Score -1.376002e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -13760035.000000 Penalty: 5565.646484
	Iteration 88Q: 3 clusters Score -1.376004e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -13760032.000000 Penalty: 5565.646484
	Iteration 89Q: 3 clusters Score -1.376003e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -13760027.000000 Penalty: 5565.646484
	Iteration 90Q: 3 clusters Score -1.376003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -13760040.000000 Penalty: 5565.646484
	Iteration 91Q: 3 clusters Score -1.376004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -13760044.000000 Penalty: 5565.646484
	Iteration 92Q: 3 clusters Score -1.376004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -13760043.000000 Penalty: 5565.646484
	Iteration 93Q: 3 clusters Score -1.376004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -13760041.000000 Penalty: 5565.646484
	Iteration 94Q: 3 clusters Score -1.376004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -13760027.000000 Penalty: 5565.646484
	Iteration 95Q: 3 clusters Score -1.376003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -13760028.000000 Penalty: 5565.646484
	Iteration 96Q: 3 clusters Score -1.376003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -13760031.000000 Penalty: 5565.646484
	Iteration 97Q: 3 clusters Score -1.376003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -13760033.000000 Penalty: 5565.646484
	Iteration 98Q: 3 clusters Score -1.376003e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -13760033.000000 Penalty: 5565.646484
	Iteration 99Q: 3 clusters Score -1.376003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -13760038.000000 Penalty: 5565.646484
	Iteration 100F: 3 clusters Score -1.376004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -13760036.000000 Penalty: 5565.646484
	Iteration 101Q: 3 clusters Score -1.376004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -13760035.000000 Penalty: 5565.646484
	Iteration 102Q: 3 clusters Score -1.376004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -13760033.000000 Penalty: 5565.646484
	Iteration 103Q: 3 clusters Score -1.376003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -13760026.000000 Penalty: 5565.646484
	Iteration 104Q: 3 clusters Score -1.376003e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -13760043.000000 Penalty: 5565.646484
	Iteration 105Q: 3 clusters Score -1.376004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31077 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -13760039.000000 Penalty: 5565.646484
	Iteration 106Q: 3 clusters Score -1.376004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -13760041.000000 Penalty: 5565.646484
	Iteration 107Q: 3 clusters Score -1.376004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -13760049.000000 Penalty: 5565.646484
	Iteration 108Q: 3 clusters Score -1.376005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -13760034.000000 Penalty: 5565.646484
	Iteration 109Q: 3 clusters Score -1.376003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -13760042.000000 Penalty: 5565.646484
	Iteration 110Q: 3 clusters Score -1.376004e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -13760048.000000 Penalty: 5565.646484
	Iteration 111Q: 3 clusters Score -1.376005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -13760045.000000 Penalty: 5565.646484
	Iteration 112Q: 3 clusters Score -1.376004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -13760049.000000 Penalty: 5565.646484
	Iteration 113Q: 3 clusters Score -1.376005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -13760041.000000 Penalty: 5565.646484
	Iteration 114Q: 3 clusters Score -1.376004e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -13760057.000000 Penalty: 5565.646484
	Iteration 115Q: 3 clusters Score -1.376006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -13760040.000000 Penalty: 5565.646484
	Iteration 116Q: 3 clusters Score -1.376004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -13760048.000000 Penalty: 5565.646484
	Iteration 117Q: 3 clusters Score -1.376005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -13760049.000000 Penalty: 5565.646484
	Iteration 118Q: 3 clusters Score -1.376005e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -13760051.000000 Penalty: 5565.646484
	Iteration 119Q: 3 clusters Score -1.376005e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -13760048.000000 Penalty: 5565.646484
	Iteration 120F: 3 clusters Score -1.376005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -13760047.000000 Penalty: 5565.646484
	Iteration 121Q: 3 clusters Score -1.376005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -13760042.000000 Penalty: 5565.646484
	Iteration 122Q: 3 clusters Score -1.376004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -13760043.000000 Penalty: 5565.646484
	Iteration 123Q: 3 clusters Score -1.376004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -13760045.000000 Penalty: 5565.646484
	Iteration 124Q: 3 clusters Score -1.376004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -13760044.000000 Penalty: 5565.646484
	Iteration 125Q: 3 clusters Score -1.376004e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -13760049.000000 Penalty: 5565.646484
	Iteration 126Q: 3 clusters Score -1.376005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -13760061.000000 Penalty: 5565.646484
	Iteration 127Q: 3 clusters Score -1.376006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -13760051.000000 Penalty: 5565.646484
	Iteration 128Q: 3 clusters Score -1.376005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -13760053.000000 Penalty: 5565.646484
	Iteration 129Q: 3 clusters Score -1.376005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -13760053.000000 Penalty: 5565.646484
	Iteration 130Q: 3 clusters Score -1.376005e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -13760052.000000 Penalty: 5565.646484
	Iteration 131Q: 3 clusters Score -1.376005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -13760047.000000 Penalty: 5565.646484
	Iteration 132Q: 3 clusters Score -1.376005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -13760035.000000 Penalty: 5565.646484
	Iteration 133Q: 3 clusters Score -1.376004e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -13760043.000000 Penalty: 5565.646484
	Iteration 134Q: 3 clusters Score -1.376004e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -13760047.000000 Penalty: 5565.646484
	Iteration 135Q: 3 clusters Score -1.376005e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -13760048.000000 Penalty: 5565.646484
	Iteration 136Q: 3 clusters Score -1.376005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -13760042.000000 Penalty: 5565.646484
	Iteration 137Q: 3 clusters Score -1.376004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -13760046.000000 Penalty: 5565.646484
	Iteration 138Q: 3 clusters Score -1.376005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -13760046.000000 Penalty: 5565.646484
	Iteration 139F: 3 clusters Score -1.376005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 16019 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 97283 members 
Mstep: Class 5 contains 43577 members 
Mstep: Class 6 contains 43556 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 58216 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 77312 members 
Mstep: Class 13 contains 12282 members 
Mstep: Class 14 contains 76149 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 19 contains 58415 members 
Mstep: Class 20 contains 55893 members 
Mstep: Class 21 contains 67173 members 
Entering Unmasked Estep 
Score: -126770800.000000 Penalty: 60072.007812
Splitting cluster 8 changes total score from -126749408.000000 to -126770800.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 9 (58216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58216 members 
Entering Unmasked Estep 
Score: -10714619.000000 Penalty: 2721.034912
	Iteration 0F: 2 clusters Score -1.071462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -10686813.000000 Penalty: 5442.069824
	Iteration 0F: 3 clusters Score -1.068681e+07 nChanged 27085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -10701958.000000 Penalty: 5442.069824
	Iteration 1F: 3 clusters Score -1.070196e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -10702715.000000 Penalty: 5442.069824
	Iteration 2Q: 3 clusters Score -1.070272e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -10703826.000000 Penalty: 5442.069824
	Iteration 3Q: 3 clusters Score -1.070383e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -10705292.000000 Penalty: 5442.069824
	Iteration 4Q: 3 clusters Score -1.070529e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -10707242.000000 Penalty: 5442.069824
	Iteration 5F: 3 clusters Score -1.070724e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -10709898.000000 Penalty: 5442.069824
	Iteration 6F: 3 clusters Score -1.07099e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -10713030.000000 Penalty: 5442.069824
	Iteration 7F: 3 clusters Score -1.071303e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -10716021.000000 Penalty: 5442.069824
	Iteration 8F: 3 clusters Score -1.071602e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -10717750.000000 Penalty: 5442.069824
	Iteration 9F: 3 clusters Score -1.071775e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -10718436.000000 Penalty: 5442.069824
	Iteration 10Q: 3 clusters Score -1.071844e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -10718767.000000 Penalty: 5442.069824
	Iteration 11Q: 3 clusters Score -1.071877e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -10719116.000000 Penalty: 5442.069824
	Iteration 12Q: 3 clusters Score -1.071912e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -10719316.000000 Penalty: 5442.069824
	Iteration 13Q: 3 clusters Score -1.071932e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -10719534.000000 Penalty: 5442.069824
	Iteration 14Q: 3 clusters Score -1.071953e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -10719744.000000 Penalty: 5442.069824
	Iteration 15Q: 3 clusters Score -1.071974e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -10719912.000000 Penalty: 5442.069824
	Iteration 16Q: 3 clusters Score -1.071991e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -10720101.000000 Penalty: 5442.069824
	Iteration 17Q: 3 clusters Score -1.07201e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -10720274.000000 Penalty: 5442.069824
	Iteration 18Q: 3 clusters Score -1.072027e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -10720431.000000 Penalty: 5442.069824
	Iteration 19Q: 3 clusters Score -1.072043e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -10720656.000000 Penalty: 5442.069824
	Iteration 20F: 3 clusters Score -1.072066e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -10720807.000000 Penalty: 5442.069824
	Iteration 21Q: 3 clusters Score -1.072081e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -10720876.000000 Penalty: 5442.069824
	Iteration 22Q: 3 clusters Score -1.072088e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -10720806.000000 Penalty: 5442.069824
	Iteration 23Q: 3 clusters Score -1.072081e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -10720643.000000 Penalty: 5442.069824
	Iteration 24Q: 3 clusters Score -1.072064e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 47232 members 
Entering Unmasked Estep 
Score: -10720424.000000 Penalty: 5442.069824
	Iteration 25Q: 3 clusters Score -1.072042e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -10719881.000000 Penalty: 5442.069824
	Iteration 26Q: 3 clusters Score -1.071988e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -10719068.000000 Penalty: 5442.069824
	Iteration 27Q: 3 clusters Score -1.071907e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -10718200.000000 Penalty: 5442.069824
	Iteration 28Q: 3 clusters Score -1.07182e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -10717516.000000 Penalty: 5442.069824
	Iteration 29Q: 3 clusters Score -1.071752e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -10717158.000000 Penalty: 5442.069824
	Iteration 30Q: 3 clusters Score -1.071716e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -10716902.000000 Penalty: 5442.069824
	Iteration 31Q: 3 clusters Score -1.07169e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -10716673.000000 Penalty: 5442.069824
	Iteration 32Q: 3 clusters Score -1.071667e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -10716522.000000 Penalty: 5442.069824
	Iteration 33Q: 3 clusters Score -1.071652e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -10716378.000000 Penalty: 5442.069824
	Iteration 34Q: 3 clusters Score -1.071638e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -10716225.000000 Penalty: 5442.069824
	Iteration 35Q: 3 clusters Score -1.071622e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -10716158.000000 Penalty: 5442.069824
	Iteration 36Q: 3 clusters Score -1.071616e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -10716056.000000 Penalty: 5442.069824
	Iteration 37Q: 3 clusters Score -1.071606e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -10715987.000000 Penalty: 5442.069824
	Iteration 38Q: 3 clusters Score -1.071599e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -10715940.000000 Penalty: 5442.069824
	Iteration 39Q: 3 clusters Score -1.071594e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 54792 members 
Entering Unmasked Estep 
Score: -10716073.000000 Penalty: 5442.069824
	Iteration 40F: 3 clusters Score -1.071607e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -10715776.000000 Penalty: 5442.069824
	Iteration 41Q: 3 clusters Score -1.071578e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -10715522.000000 Penalty: 5442.069824
	Iteration 42Q: 3 clusters Score -1.071552e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 55654 members 
Entering Unmasked Estep 
Score: -10715326.000000 Penalty: 5442.069824
	Iteration 43Q: 3 clusters Score -1.071533e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 55815 members 
Entering Unmasked Estep 
Score: -10715154.000000 Penalty: 5442.069824
	Iteration 44Q: 3 clusters Score -1.071515e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 55943 members 
Entering Unmasked Estep 
Score: -10715032.000000 Penalty: 5442.069824
	Iteration 45Q: 3 clusters Score -1.071503e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -10714936.000000 Penalty: 5442.069824
	Iteration 46Q: 3 clusters Score -1.071494e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 56165 members 
Entering Unmasked Estep 
Score: -10714838.000000 Penalty: 5442.069824
	Iteration 47Q: 3 clusters Score -1.071484e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -10714714.000000 Penalty: 5442.069824
	Iteration 48Q: 3 clusters Score -1.071471e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -10714686.000000 Penalty: 5442.069824
	Iteration 49Q: 3 clusters Score -1.071469e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -10714626.000000 Penalty: 5442.069824
	Iteration 50Q: 3 clusters Score -1.071463e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -10714593.000000 Penalty: 5442.069824
	Iteration 51Q: 3 clusters Score -1.071459e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -10714528.000000 Penalty: 5442.069824
	Iteration 52Q: 3 clusters Score -1.071453e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -10714495.000000 Penalty: 5442.069824
	Iteration 53Q: 3 clusters Score -1.07145e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 56600 members 
Entering Unmasked Estep 
Score: -10714493.000000 Penalty: 5442.069824
	Iteration 54Q: 3 clusters Score -1.071449e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -10714468.000000 Penalty: 5442.069824
	Iteration 55Q: 3 clusters Score -1.071447e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 56642 members 
Entering Unmasked Estep 
Score: -10714420.000000 Penalty: 5442.069824
	Iteration 56Q: 3 clusters Score -1.071442e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -10714407.000000 Penalty: 5442.069824
	Iteration 57Q: 3 clusters Score -1.071441e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -10714389.000000 Penalty: 5442.069824
	Iteration 58Q: 3 clusters Score -1.071439e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 56724 members 
Entering Unmasked Estep 
Score: -10714349.000000 Penalty: 5442.069824
	Iteration 59Q: 3 clusters Score -1.071435e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -10714311.000000 Penalty: 5442.069824
	Iteration 60F: 3 clusters Score -1.071431e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 56777 members 
Entering Unmasked Estep 
Score: -10714250.000000 Penalty: 5442.069824
	Iteration 61Q: 3 clusters Score -1.071425e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -10714247.000000 Penalty: 5442.069824
	Iteration 62Q: 3 clusters Score -1.071425e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -10714238.000000 Penalty: 5442.069824
	Iteration 63Q: 3 clusters Score -1.071424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 56812 members 
Entering Unmasked Estep 
Score: -10714216.000000 Penalty: 5442.069824
	Iteration 64Q: 3 clusters Score -1.071422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -10714200.000000 Penalty: 5442.069824
	Iteration 65Q: 3 clusters Score -1.07142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -10714201.000000 Penalty: 5442.069824
	Iteration 66Q: 3 clusters Score -1.07142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 56832 members 
Entering Unmasked Estep 
Score: -10714191.000000 Penalty: 5442.069824
	Iteration 67Q: 3 clusters Score -1.071419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 56838 members 
Entering Unmasked Estep 
Score: -10714197.000000 Penalty: 5442.069824
	Iteration 68Q: 3 clusters Score -1.07142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -10714189.000000 Penalty: 5442.069824
	Iteration 69Q: 3 clusters Score -1.071419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -10714183.000000 Penalty: 5442.069824
	Iteration 70Q: 3 clusters Score -1.071418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -10714184.000000 Penalty: 5442.069824
	Iteration 71Q: 3 clusters Score -1.071418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 56844 members 
Entering Unmasked Estep 
Score: -10714184.000000 Penalty: 5442.069824
	Iteration 72F: 3 clusters Score -1.071418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -112864.289062 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -112864.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111265.937500 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -111265.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -111862.328125 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -111862.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -112161.375000 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -112161.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -112403.976562 Penalty: 3247.916748
	Iteration 3F: 3 clusters Score -112404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -112577.703125 Penalty: 3247.916748
	Iteration 4F: 3 clusters Score -112577.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -112628.492188 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -112628.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -112657.414062 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -112657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -112673.945312 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -112673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -112681.406250 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -112681.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -112683.023438 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -112683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -112683.023438 Penalty: 3247.916748
	Iteration 10F: 3 clusters Score -112683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (77312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Entering Unmasked Estep 
Score: -14497054.000000 Penalty: 2791.389893
	Iteration 0F: 2 clusters Score -1.449705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -14482097.000000 Penalty: 5582.779785
	Iteration 0F: 3 clusters Score -1.44821e+07 nChanged 36326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -14502387.000000 Penalty: 5582.779785
	Iteration 1F: 3 clusters Score -1.450239e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -14503220.000000 Penalty: 5582.779785
	Iteration 2Q: 3 clusters Score -1.450322e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -14504263.000000 Penalty: 5582.779785
	Iteration 3Q: 3 clusters Score -1.450426e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -14505480.000000 Penalty: 5582.779785
	Iteration 4Q: 3 clusters Score -1.450548e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -14507209.000000 Penalty: 5582.779785
	Iteration 5F: 3 clusters Score -1.450721e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -14509503.000000 Penalty: 5582.779785
	Iteration 6F: 3 clusters Score -1.45095e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -14512820.000000 Penalty: 5582.779785
	Iteration 7F: 3 clusters Score -1.451282e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -14516217.000000 Penalty: 5582.779785
	Iteration 8F: 3 clusters Score -1.451622e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -14518160.000000 Penalty: 5582.779785
	Iteration 9F: 3 clusters Score -1.451816e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -14518968.000000 Penalty: 5582.779785
	Iteration 10Q: 3 clusters Score -1.451897e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -14519207.000000 Penalty: 5582.779785
	Iteration 11Q: 3 clusters Score -1.451921e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -14519424.000000 Penalty: 5582.779785
	Iteration 12Q: 3 clusters Score -1.451942e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -14519474.000000 Penalty: 5582.779785
	Iteration 13Q: 3 clusters Score -1.451947e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -14519246.000000 Penalty: 5582.779785
	Iteration 14Q: 3 clusters Score -1.451925e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -14519160.000000 Penalty: 5582.779785
	Iteration 15Q: 3 clusters Score -1.451916e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -14519009.000000 Penalty: 5582.779785
	Iteration 16Q: 3 clusters Score -1.451901e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -14518991.000000 Penalty: 5582.779785
	Iteration 17Q: 3 clusters Score -1.451899e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -14519077.000000 Penalty: 5582.779785
	Iteration 18Q: 3 clusters Score -1.451908e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -14519140.000000 Penalty: 5582.779785
	Iteration 19Q: 3 clusters Score -1.451914e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -14519213.000000 Penalty: 5582.779785
	Iteration 20F: 3 clusters Score -1.451921e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -14519248.000000 Penalty: 5582.779785
	Iteration 21Q: 3 clusters Score -1.451925e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -14519287.000000 Penalty: 5582.779785
	Iteration 22Q: 3 clusters Score -1.451929e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -14519343.000000 Penalty: 5582.779785
	Iteration 23Q: 3 clusters Score -1.451934e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -14519412.000000 Penalty: 5582.779785
	Iteration 24Q: 3 clusters Score -1.451941e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -14519447.000000 Penalty: 5582.779785
	Iteration 25Q: 3 clusters Score -1.451945e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -14519480.000000 Penalty: 5582.779785
	Iteration 26Q: 3 clusters Score -1.451948e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -14519531.000000 Penalty: 5582.779785
	Iteration 27Q: 3 clusters Score -1.451953e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -14519549.000000 Penalty: 5582.779785
	Iteration 28Q: 3 clusters Score -1.451955e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -14519545.000000 Penalty: 5582.779785
	Iteration 29Q: 3 clusters Score -1.451954e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -14519662.000000 Penalty: 5582.779785
	Iteration 30Q: 3 clusters Score -1.451966e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -14519691.000000 Penalty: 5582.779785
	Iteration 31Q: 3 clusters Score -1.451969e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -14519688.000000 Penalty: 5582.779785
	Iteration 32Q: 3 clusters Score -1.451969e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -14519788.000000 Penalty: 5582.779785
	Iteration 33Q: 3 clusters Score -1.451979e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -14519820.000000 Penalty: 5582.779785
	Iteration 34Q: 3 clusters Score -1.451982e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -14519839.000000 Penalty: 5582.779785
	Iteration 35Q: 3 clusters Score -1.451984e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -14519914.000000 Penalty: 5582.779785
	Iteration 36Q: 3 clusters Score -1.451991e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -14519955.000000 Penalty: 5582.779785
	Iteration 37Q: 3 clusters Score -1.451996e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -14520044.000000 Penalty: 5582.779785
	Iteration 38Q: 3 clusters Score -1.452004e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -14520060.000000 Penalty: 5582.779785
	Iteration 39Q: 3 clusters Score -1.452006e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -14520103.000000 Penalty: 5582.779785
	Iteration 40F: 3 clusters Score -1.45201e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -14520156.000000 Penalty: 5582.779785
	Iteration 41Q: 3 clusters Score -1.452016e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -14520146.000000 Penalty: 5582.779785
	Iteration 42Q: 3 clusters Score -1.452015e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -14520202.000000 Penalty: 5582.779785
	Iteration 43Q: 3 clusters Score -1.45202e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -14520254.000000 Penalty: 5582.779785
	Iteration 44Q: 3 clusters Score -1.452025e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -14520254.000000 Penalty: 5582.779785
	Iteration 45Q: 3 clusters Score -1.452025e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -14520276.000000 Penalty: 5582.779785
	Iteration 46Q: 3 clusters Score -1.452028e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -14520321.000000 Penalty: 5582.779785
	Iteration 47Q: 3 clusters Score -1.452032e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -14520359.000000 Penalty: 5582.779785
	Iteration 48Q: 3 clusters Score -1.452036e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -14520350.000000 Penalty: 5582.779785
	Iteration 49Q: 3 clusters Score -1.452035e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -14520348.000000 Penalty: 5582.779785
	Iteration 50Q: 3 clusters Score -1.452035e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -14520367.000000 Penalty: 5582.779785
	Iteration 51Q: 3 clusters Score -1.452037e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -14520379.000000 Penalty: 5582.779785
	Iteration 52Q: 3 clusters Score -1.452038e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -14520376.000000 Penalty: 5582.779785
	Iteration 53Q: 3 clusters Score -1.452038e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -14520364.000000 Penalty: 5582.779785
	Iteration 54Q: 3 clusters Score -1.452036e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -14520434.000000 Penalty: 5582.779785
	Iteration 55Q: 3 clusters Score -1.452043e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -14520411.000000 Penalty: 5582.779785
	Iteration 56Q: 3 clusters Score -1.452041e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -14520501.000000 Penalty: 5582.779785
	Iteration 57Q: 3 clusters Score -1.45205e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -14520474.000000 Penalty: 5582.779785
	Iteration 58Q: 3 clusters Score -1.452047e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -14520491.000000 Penalty: 5582.779785
	Iteration 59Q: 3 clusters Score -1.452049e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -14520486.000000 Penalty: 5582.779785
	Iteration 60F: 3 clusters Score -1.452049e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -14520477.000000 Penalty: 5582.779785
	Iteration 61Q: 3 clusters Score -1.452048e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -14520486.000000 Penalty: 5582.779785
	Iteration 62Q: 3 clusters Score -1.452049e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -14520512.000000 Penalty: 5582.779785
	Iteration 63Q: 3 clusters Score -1.452051e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -14520505.000000 Penalty: 5582.779785
	Iteration 64Q: 3 clusters Score -1.45205e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -14520548.000000 Penalty: 5582.779785
	Iteration 65Q: 3 clusters Score -1.452055e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -14520591.000000 Penalty: 5582.779785
	Iteration 66Q: 3 clusters Score -1.452059e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -14520615.000000 Penalty: 5582.779785
	Iteration 67Q: 3 clusters Score -1.452062e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -14520631.000000 Penalty: 5582.779785
	Iteration 68Q: 3 clusters Score -1.452063e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -14520604.000000 Penalty: 5582.779785
	Iteration 69Q: 3 clusters Score -1.45206e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -14520552.000000 Penalty: 5582.779785
	Iteration 70Q: 3 clusters Score -1.452055e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -14520553.000000 Penalty: 5582.779785
	Iteration 71Q: 3 clusters Score -1.452055e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -14520515.000000 Penalty: 5582.779785
	Iteration 72Q: 3 clusters Score -1.452052e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -14520547.000000 Penalty: 5582.779785
	Iteration 73Q: 3 clusters Score -1.452055e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -14520569.000000 Penalty: 5582.779785
	Iteration 74Q: 3 clusters Score -1.452057e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -14520624.000000 Penalty: 5582.779785
	Iteration 75Q: 3 clusters Score -1.452062e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -14520654.000000 Penalty: 5582.779785
	Iteration 76Q: 3 clusters Score -1.452065e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -14520691.000000 Penalty: 5582.779785
	Iteration 77Q: 3 clusters Score -1.452069e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -14520679.000000 Penalty: 5582.779785
	Iteration 78Q: 3 clusters Score -1.452068e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -14520592.000000 Penalty: 5582.779785
	Iteration 79Q: 3 clusters Score -1.452059e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -14520541.000000 Penalty: 5582.779785
	Iteration 80F: 3 clusters Score -1.452054e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -14520389.000000 Penalty: 5582.779785
	Iteration 81Q: 3 clusters Score -1.452039e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -14520175.000000 Penalty: 5582.779785
	Iteration 82Q: 3 clusters Score -1.452018e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -14520057.000000 Penalty: 5582.779785
	Iteration 83Q: 3 clusters Score -1.452006e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -14519811.000000 Penalty: 5582.779785
	Iteration 84Q: 3 clusters Score -1.451981e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -14519664.000000 Penalty: 5582.779785
	Iteration 85Q: 3 clusters Score -1.451966e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -14519362.000000 Penalty: 5582.779785
	Iteration 86Q: 3 clusters Score -1.451936e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -14519208.000000 Penalty: 5582.779785
	Iteration 87Q: 3 clusters Score -1.451921e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -14519187.000000 Penalty: 5582.779785
	Iteration 88Q: 3 clusters Score -1.451919e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -14519124.000000 Penalty: 5582.779785
	Iteration 89Q: 3 clusters Score -1.451912e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -14519155.000000 Penalty: 5582.779785
	Iteration 90Q: 3 clusters Score -1.451916e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -14519146.000000 Penalty: 5582.779785
	Iteration 91Q: 3 clusters Score -1.451915e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -14519132.000000 Penalty: 5582.779785
	Iteration 92Q: 3 clusters Score -1.451913e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -14519156.000000 Penalty: 5582.779785
	Iteration 93Q: 3 clusters Score -1.451916e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -14519127.000000 Penalty: 5582.779785
	Iteration 94Q: 3 clusters Score -1.451913e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -14519173.000000 Penalty: 5582.779785
	Iteration 95Q: 3 clusters Score -1.451917e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -14519156.000000 Penalty: 5582.779785
	Iteration 96Q: 3 clusters Score -1.451916e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -14519144.000000 Penalty: 5582.779785
	Iteration 97Q: 3 clusters Score -1.451914e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -14519139.000000 Penalty: 5582.779785
	Iteration 98Q: 3 clusters Score -1.451914e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
Score: -14519105.000000 Penalty: 5582.779785
	Iteration 99Q: 3 clusters Score -1.45191e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -14519113.000000 Penalty: 5582.779785
	Iteration 100F: 3 clusters Score -1.451911e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -14519095.000000 Penalty: 5582.779785
	Iteration 101Q: 3 clusters Score -1.45191e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -14519129.000000 Penalty: 5582.779785
	Iteration 102Q: 3 clusters Score -1.451913e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -14519133.000000 Penalty: 5582.779785
	Iteration 103Q: 3 clusters Score -1.451913e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -14519225.000000 Penalty: 5582.779785
	Iteration 104Q: 3 clusters Score -1.451922e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -14519212.000000 Penalty: 5582.779785
	Iteration 105Q: 3 clusters Score -1.451921e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -14519268.000000 Penalty: 5582.779785
	Iteration 106Q: 3 clusters Score -1.451927e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -14519327.000000 Penalty: 5582.779785
	Iteration 107Q: 3 clusters Score -1.451933e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -14519319.000000 Penalty: 5582.779785
	Iteration 108Q: 3 clusters Score -1.451932e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 31953 members 
Entering Unmasked Estep 
Score: -14519334.000000 Penalty: 5582.779785
	Iteration 109Q: 3 clusters Score -1.451933e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -14519390.000000 Penalty: 5582.779785
	Iteration 110Q: 3 clusters Score -1.451939e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -14519403.000000 Penalty: 5582.779785
	Iteration 111Q: 3 clusters Score -1.45194e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -14519434.000000 Penalty: 5582.779785
	Iteration 112Q: 3 clusters Score -1.451943e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -14519470.000000 Penalty: 5582.779785
	Iteration 113Q: 3 clusters Score -1.451947e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -14519507.000000 Penalty: 5582.779785
	Iteration 114Q: 3 clusters Score -1.451951e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -14519530.000000 Penalty: 5582.779785
	Iteration 115Q: 3 clusters Score -1.451953e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -14519578.000000 Penalty: 5582.779785
	Iteration 116Q: 3 clusters Score -1.451958e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -14519555.000000 Penalty: 5582.779785
	Iteration 117Q: 3 clusters Score -1.451956e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -14519591.000000 Penalty: 5582.779785
	Iteration 118Q: 3 clusters Score -1.451959e+07 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -14519631.000000 Penalty: 5582.779785
	Iteration 119Q: 3 clusters Score -1.451963e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -14519667.000000 Penalty: 5582.779785
	Iteration 120F: 3 clusters Score -1.451967e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -14519685.000000 Penalty: 5582.779785
	Iteration 121Q: 3 clusters Score -1.451968e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -14519711.000000 Penalty: 5582.779785
	Iteration 122Q: 3 clusters Score -1.451971e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -14519683.000000 Penalty: 5582.779785
	Iteration 123Q: 3 clusters Score -1.451968e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -14519679.000000 Penalty: 5582.779785
	Iteration 124Q: 3 clusters Score -1.451968e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -14519680.000000 Penalty: 5582.779785
	Iteration 125Q: 3 clusters Score -1.451968e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -14519671.000000 Penalty: 5582.779785
	Iteration 126Q: 3 clusters Score -1.451967e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -14519672.000000 Penalty: 5582.779785
	Iteration 127Q: 3 clusters Score -1.451967e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -14519667.000000 Penalty: 5582.779785
	Iteration 128Q: 3 clusters Score -1.451967e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.451969e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -14519674.000000 Penalty: 5582.779785
	Iteration 130Q: 3 clusters Score -1.451967e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -14519692.000000 Penalty: 5582.779785
	Iteration 131Q: 3 clusters Score -1.451969e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -14519735.000000 Penalty: 5582.779785
	Iteration 132Q: 3 clusters Score -1.451974e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -14519740.000000 Penalty: 5582.779785
	Iteration 133Q: 3 clusters Score -1.451974e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -14519733.000000 Penalty: 5582.779785
	Iteration 134Q: 3 clusters Score -1.451973e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -14519730.000000 Penalty: 5582.779785
	Iteration 135Q: 3 clusters Score -1.451973e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -14519721.000000 Penalty: 5582.779785
	Iteration 136Q: 3 clusters Score -1.451972e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -14519731.000000 Penalty: 5582.779785
	Iteration 137Q: 3 clusters Score -1.451973e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -14519677.000000 Penalty: 5582.779785
	Iteration 138Q: 3 clusters Score -1.451968e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -14519663.000000 Penalty: 5582.779785
	Iteration 139Q: 3 clusters Score -1.451966e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -14519698.000000 Penalty: 5582.779785
	Iteration 140F: 3 clusters Score -1.45197e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -14519659.000000 Penalty: 5582.779785
	Iteration 141Q: 3 clusters Score -1.451966e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -14519688.000000 Penalty: 5582.779785
	Iteration 142Q: 3 clusters Score -1.451969e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -14519670.000000 Penalty: 5582.779785
	Iteration 143Q: 3 clusters Score -1.451967e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -14519644.000000 Penalty: 5582.779785
	Iteration 144Q: 3 clusters Score -1.451964e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -14519660.000000 Penalty: 5582.779785
	Iteration 145Q: 3 clusters Score -1.451966e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -14519629.000000 Penalty: 5582.779785
	Iteration 146Q: 3 clusters Score -1.451963e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -14519654.000000 Penalty: 5582.779785
	Iteration 147Q: 3 clusters Score -1.451965e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -14519691.000000 Penalty: 5582.779785
	Iteration 148Q: 3 clusters Score -1.451969e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -14519709.000000 Penalty: 5582.779785
	Iteration 149Q: 3 clusters Score -1.451971e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -14519721.000000 Penalty: 5582.779785
	Iteration 150Q: 3 clusters Score -1.451972e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -14519715.000000 Penalty: 5582.779785
	Iteration 151Q: 3 clusters Score -1.451972e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -14519712.000000 Penalty: 5582.779785
	Iteration 152Q: 3 clusters Score -1.451971e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -14519745.000000 Penalty: 5582.779785
	Iteration 153Q: 3 clusters Score -1.451974e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -14519724.000000 Penalty: 5582.779785
	Iteration 154Q: 3 clusters Score -1.451972e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.451969e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -14519657.000000 Penalty: 5582.779785
	Iteration 156Q: 3 clusters Score -1.451966e+07 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -14519676.000000 Penalty: 5582.779785
	Iteration 157Q: 3 clusters Score -1.451968e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -14519646.000000 Penalty: 5582.779785
	Iteration 158Q: 3 clusters Score -1.451965e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -14519664.000000 Penalty: 5582.779785
	Iteration 159Q: 3 clusters Score -1.451966e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -14519626.000000 Penalty: 5582.779785
	Iteration 160F: 3 clusters Score -1.451963e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -14519666.000000 Penalty: 5582.779785
	Iteration 161Q: 3 clusters Score -1.451967e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -14519688.000000 Penalty: 5582.779785
	Iteration 162Q: 3 clusters Score -1.451969e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -14519710.000000 Penalty: 5582.779785
	Iteration 163Q: 3 clusters Score -1.451971e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -14519697.000000 Penalty: 5582.779785
	Iteration 164Q: 3 clusters Score -1.45197e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -14519681.000000 Penalty: 5582.779785
	Iteration 165Q: 3 clusters Score -1.451968e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -14519699.000000 Penalty: 5582.779785
	Iteration 166Q: 3 clusters Score -1.45197e+07 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -14519647.000000 Penalty: 5582.779785
	Iteration 167Q: 3 clusters Score -1.451965e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -14519614.000000 Penalty: 5582.779785
	Iteration 168Q: 3 clusters Score -1.451961e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.451961e+07 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -14519658.000000 Penalty: 5582.779785
	Iteration 170Q: 3 clusters Score -1.451966e+07 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -14519622.000000 Penalty: 5582.779785
	Iteration 171Q: 3 clusters Score -1.451962e+07 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -14519618.000000 Penalty: 5582.779785
	Iteration 172Q: 3 clusters Score -1.451962e+07 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -14519655.000000 Penalty: 5582.779785
	Iteration 173Q: 3 clusters Score -1.451966e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -14519679.000000 Penalty: 5582.779785
	Iteration 174Q: 3 clusters Score -1.451968e+07 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -14519702.000000 Penalty: 5582.779785
	Iteration 175Q: 3 clusters Score -1.45197e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -14519767.000000 Penalty: 5582.779785
	Iteration 176Q: 3 clusters Score -1.451977e+07 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.451978e+07 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -14519797.000000 Penalty: 5582.779785
	Iteration 178Q: 3 clusters Score -1.45198e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -14519799.000000 Penalty: 5582.779785
	Iteration 179Q: 3 clusters Score -1.45198e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -14519797.000000 Penalty: 5582.779785
	Iteration 180F: 3 clusters Score -1.45198e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -14519803.000000 Penalty: 5582.779785
	Iteration 181Q: 3 clusters Score -1.45198e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -14519781.000000 Penalty: 5582.779785
	Iteration 182Q: 3 clusters Score -1.451978e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -14519785.000000 Penalty: 5582.779785
	Iteration 183Q: 3 clusters Score -1.451978e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -14519786.000000 Penalty: 5582.779785
	Iteration 184Q: 3 clusters Score -1.451979e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -14519814.000000 Penalty: 5582.779785
	Iteration 185Q: 3 clusters Score -1.451981e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -14519844.000000 Penalty: 5582.779785
	Iteration 186Q: 3 clusters Score -1.451984e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -14519858.000000 Penalty: 5582.779785
	Iteration 187Q: 3 clusters Score -1.451986e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -14519875.000000 Penalty: 5582.779785
	Iteration 188Q: 3 clusters Score -1.451988e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -14519882.000000 Penalty: 5582.779785
	Iteration 189Q: 3 clusters Score -1.451988e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -14519882.000000 Penalty: 5582.779785
	Iteration 190Q: 3 clusters Score -1.451988e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -14519902.000000 Penalty: 5582.779785
	Iteration 191Q: 3 clusters Score -1.45199e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -14519923.000000 Penalty: 5582.779785
	Iteration 192Q: 3 clusters Score -1.451992e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -14519902.000000 Penalty: 5582.779785
	Iteration 193Q: 3 clusters Score -1.45199e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -14519885.000000 Penalty: 5582.779785
	Iteration 194Q: 3 clusters Score -1.451988e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -14519878.000000 Penalty: 5582.779785
	Iteration 195Q: 3 clusters Score -1.451988e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 33257 members 
Entering Unmasked Estep 
Score: -14519884.000000 Penalty: 5582.779785
	Iteration 196Q: 3 clusters Score -1.451988e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -14519878.000000 Penalty: 5582.779785
	Iteration 197Q: 3 clusters Score -1.451988e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -14519926.000000 Penalty: 5582.779785
	Iteration 198Q: 3 clusters Score -1.451993e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -14519910.000000 Penalty: 5582.779785
	Iteration 199Q: 3 clusters Score -1.451991e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -14519960.000000 Penalty: 5582.779785
	Iteration 200F: 3 clusters Score -1.451996e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -14519966.000000 Penalty: 5582.779785
	Iteration 201Q: 3 clusters Score -1.451997e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -14519971.000000 Penalty: 5582.779785
	Iteration 202Q: 3 clusters Score -1.451997e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -14519994.000000 Penalty: 5582.779785
	Iteration 203Q: 3 clusters Score -1.451999e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -14519999.000000 Penalty: 5582.779785
	Iteration 204Q: 3 clusters Score -1.452e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -14520027.000000 Penalty: 5582.779785
	Iteration 205Q: 3 clusters Score -1.452003e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -14520041.000000 Penalty: 5582.779785
	Iteration 206Q: 3 clusters Score -1.452004e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -14520053.000000 Penalty: 5582.779785
	Iteration 207Q: 3 clusters Score -1.452005e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -14520057.000000 Penalty: 5582.779785
	Iteration 208Q: 3 clusters Score -1.452006e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -14520068.000000 Penalty: 5582.779785
	Iteration 209Q: 3 clusters Score -1.452007e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -14520066.000000 Penalty: 5582.779785
	Iteration 210Q: 3 clusters Score -1.452007e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -14520063.000000 Penalty: 5582.779785
	Iteration 211Q: 3 clusters Score -1.452006e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -14520062.000000 Penalty: 5582.779785
	Iteration 212Q: 3 clusters Score -1.452006e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -14520056.000000 Penalty: 5582.779785
	Iteration 213Q: 3 clusters Score -1.452006e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -14520062.000000 Penalty: 5582.779785
	Iteration 214Q: 3 clusters Score -1.452006e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -14520091.000000 Penalty: 5582.779785
	Iteration 215Q: 3 clusters Score -1.452009e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -14520097.000000 Penalty: 5582.779785
	Iteration 216Q: 3 clusters Score -1.45201e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -14520097.000000 Penalty: 5582.779785
	Iteration 217Q: 3 clusters Score -1.45201e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -14520073.000000 Penalty: 5582.779785
	Iteration 218Q: 3 clusters Score -1.452007e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -14520088.000000 Penalty: 5582.779785
	Iteration 219Q: 3 clusters Score -1.452009e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -14520078.000000 Penalty: 5582.779785
	Iteration 220F: 3 clusters Score -1.452008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -14520077.000000 Penalty: 5582.779785
	Iteration 221Q: 3 clusters Score -1.452008e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -14520068.000000 Penalty: 5582.779785
	Iteration 222Q: 3 clusters Score -1.452007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -14520085.000000 Penalty: 5582.779785
	Iteration 223Q: 3 clusters Score -1.452008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -14520076.000000 Penalty: 5582.779785
	Iteration 224Q: 3 clusters Score -1.452008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -14520089.000000 Penalty: 5582.779785
	Iteration 225Q: 3 clusters Score -1.452009e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -14520096.000000 Penalty: 5582.779785
	Iteration 226Q: 3 clusters Score -1.45201e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -14520082.000000 Penalty: 5582.779785
	Iteration 227Q: 3 clusters Score -1.452008e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -14520089.000000 Penalty: 5582.779785
	Iteration 228Q: 3 clusters Score -1.452009e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -14520083.000000 Penalty: 5582.779785
	Iteration 229Q: 3 clusters Score -1.452008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -14520071.000000 Penalty: 5582.779785
	Iteration 230Q: 3 clusters Score -1.452007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -14520084.000000 Penalty: 5582.779785
	Iteration 231Q: 3 clusters Score -1.452008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -14520092.000000 Penalty: 5582.779785
	Iteration 232Q: 3 clusters Score -1.452009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -14520092.000000 Penalty: 5582.779785
	Iteration 233Q: 3 clusters Score -1.452009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -14520091.000000 Penalty: 5582.779785
	Iteration 234Q: 3 clusters Score -1.452009e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -14520092.000000 Penalty: 5582.779785
	Iteration 235Q: 3 clusters Score -1.452009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -14520082.000000 Penalty: 5582.779785
	Iteration 236Q: 3 clusters Score -1.452008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -14520099.000000 Penalty: 5582.779785
	Iteration 237Q: 3 clusters Score -1.45201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -14520110.000000 Penalty: 5582.779785
	Iteration 238Q: 3 clusters Score -1.452011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -14520103.000000 Penalty: 5582.779785
	Iteration 239Q: 3 clusters Score -1.45201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -14520097.000000 Penalty: 5582.779785
	Iteration 240F: 3 clusters Score -1.45201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -14520085.000000 Penalty: 5582.779785
	Iteration 241Q: 3 clusters Score -1.452008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -14520097.000000 Penalty: 5582.779785
	Iteration 242Q: 3 clusters Score -1.45201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -14520082.000000 Penalty: 5582.779785
	Iteration 243Q: 3 clusters Score -1.452008e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -14520091.000000 Penalty: 5582.779785
	Iteration 244Q: 3 clusters Score -1.452009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -14520094.000000 Penalty: 5582.779785
	Iteration 245Q: 3 clusters Score -1.452009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -14520092.000000 Penalty: 5582.779785
	Iteration 246Q: 3 clusters Score -1.452009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -14520088.000000 Penalty: 5582.779785
	Iteration 247Q: 3 clusters Score -1.452009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -14520103.000000 Penalty: 5582.779785
	Iteration 248Q: 3 clusters Score -1.45201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -14520093.000000 Penalty: 5582.779785
	Iteration 249Q: 3 clusters Score -1.452009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -14520096.000000 Penalty: 5582.779785
	Iteration 250Q: 3 clusters Score -1.45201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -14520096.000000 Penalty: 5582.779785
	Iteration 251F: 3 clusters Score -1.45201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 16019 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 97283 members 
Mstep: Class 5 contains 43577 members 
Mstep: Class 6 contains 43556 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 58216 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 43823 members 
Mstep: Class 12 contains 33489 members 
Mstep: Class 13 contains 12282 members 
Mstep: Class 14 contains 76149 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 19 contains 58415 members 
Mstep: Class 20 contains 55893 members 
Mstep: Class 21 contains 67173 members 
Entering Unmasked Estep 
Score: -126794256.000000 Penalty: 63409.343750
Splitting cluster 11 changes total score from -126749408.000000 to -126794256.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 13 (12282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Entering Unmasked Estep 
Score: -2175673.750000 Penalty: 2335.140625
	Iteration 0F: 2 clusters Score -2175674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2166542.000000 Penalty: 4670.281250
	Iteration 0F: 3 clusters Score -2166542 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2170194.250000 Penalty: 4670.281250
	Iteration 1F: 3 clusters Score -2170194 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2172364.250000 Penalty: 4670.281250
	Iteration 2F: 3 clusters Score -2172364 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2174143.500000 Penalty: 4670.281250
	Iteration 3F: 3 clusters Score -2174144 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2175618.250000 Penalty: 4670.281250
	Iteration 4F: 3 clusters Score -2175618 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2176408.750000 Penalty: 4670.281250
	Iteration 5F: 3 clusters Score -2176409 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2176727.750000 Penalty: 4670.281250
	Iteration 6Q: 3 clusters Score -2176728 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2176872.000000 Penalty: 4670.281250
	Iteration 7Q: 3 clusters Score -2176872 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2176972.500000 Penalty: 4670.281250
	Iteration 8Q: 3 clusters Score -2176972 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2177057.500000 Penalty: 4670.281250
	Iteration 9Q: 3 clusters Score -2177058 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2177112.500000 Penalty: 4670.281250
	Iteration 10Q: 3 clusters Score -2177112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2177152.750000 Penalty: 4670.281250
	Iteration 11Q: 3 clusters Score -2177153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2177203.000000 Penalty: 4670.281250
	Iteration 12Q: 3 clusters Score -2177203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2177227.250000 Penalty: 4670.281250
	Iteration 13Q: 3 clusters Score -2177227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2177257.500000 Penalty: 4670.281250
	Iteration 14Q: 3 clusters Score -2177258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2177284.250000 Penalty: 4670.281250
	Iteration 15Q: 3 clusters Score -2177284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2177314.750000 Penalty: 4670.281250
	Iteration 16Q: 3 clusters Score -2177315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2177353.500000 Penalty: 4670.281250
	Iteration 17Q: 3 clusters Score -2177354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2177385.500000 Penalty: 4670.281250
	Iteration 18Q: 3 clusters Score -2177386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -2177409.750000 Penalty: 4670.281250
	Iteration 19Q: 3 clusters Score -2177410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2177428.500000 Penalty: 4670.281250
	Iteration 20F: 3 clusters Score -2177428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2177439.250000 Penalty: 4670.281250
	Iteration 21Q: 3 clusters Score -2177439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2177449.000000 Penalty: 4670.281250
	Iteration 22Q: 3 clusters Score -2177449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2177458.000000 Penalty: 4670.281250
	Iteration 23Q: 3 clusters Score -2177458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2177462.750000 Penalty: 4670.281250
	Iteration 24Q: 3 clusters Score -2177463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2177468.500000 Penalty: 4670.281250
	Iteration 25Q: 3 clusters Score -2177468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2177473.000000 Penalty: 4670.281250
	Iteration 26Q: 3 clusters Score -2177473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2177478.250000 Penalty: 4670.281250
	Iteration 27Q: 3 clusters Score -2177478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2177480.750000 Penalty: 4670.281250
	Iteration 28Q: 3 clusters Score -2177481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2177491.500000 Penalty: 4670.281250
	Iteration 29Q: 3 clusters Score -2177492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2177494.250000 Penalty: 4670.281250
	Iteration 30Q: 3 clusters Score -2177494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2177498.500000 Penalty: 4670.281250
	Iteration 31Q: 3 clusters Score -2177498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2177498.250000 Penalty: 4670.281250
	Iteration 32Q: 3 clusters Score -2177498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2177499.750000 Penalty: 4670.281250
	Iteration 33Q: 3 clusters Score -2177500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2177499.750000 Penalty: 4670.281250
	Iteration 34F: 3 clusters Score -2177500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 16019 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 97283 members 
Mstep: Class 5 contains 43577 members 
Mstep: Class 6 contains 43556 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 58216 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 43823 members 
Mstep: Class 12 contains 33489 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 14 contains 76149 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 17 contains 11451 members 
Mstep: Class 19 contains 58415 members 
Mstep: Class 20 contains 55893 members 
Mstep: Class 21 contains 67173 members 
Entering Unmasked Estep 
Score: -126794968.000000 Penalty: 66746.679688
Splitting cluster 13 changes total score from -126749408.000000 to -126794968.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 14 (76149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76149 members 
Entering Unmasked Estep 
Score: -14037708.000000 Penalty: 2787.630859
	Iteration 0F: 2 clusters Score -1.403771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -14009946.000000 Penalty: 5575.261719
	Iteration 0F: 3 clusters Score -1.400995e+07 nChanged 35666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -14030203.000000 Penalty: 5575.261719
	Iteration 1F: 3 clusters Score -1.40302e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -14030788.000000 Penalty: 5575.261719
	Iteration 2Q: 3 clusters Score -1.403079e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -14031519.000000 Penalty: 5575.261719
	Iteration 3Q: 3 clusters Score -1.403152e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -14032390.000000 Penalty: 5575.261719
	Iteration 4Q: 3 clusters Score -1.403239e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -14033439.000000 Penalty: 5575.261719
	Iteration 5Q: 3 clusters Score -1.403344e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -14034487.000000 Penalty: 5575.261719
	Iteration 6Q: 3 clusters Score -1.403449e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -14035635.000000 Penalty: 5575.261719
	Iteration 7F: 3 clusters Score -1.403564e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -14036296.000000 Penalty: 5575.261719
	Iteration 8F: 3 clusters Score -1.40363e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -14036921.000000 Penalty: 5575.261719
	Iteration 9F: 3 clusters Score -1.403692e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -14037903.000000 Penalty: 5575.261719
	Iteration 10F: 3 clusters Score -1.40379e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 58762 members 
Entering Unmasked Estep 
Score: -14038741.000000 Penalty: 5575.261719
	Iteration 11F: 3 clusters Score -1.403874e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 59621 members 
Entering Unmasked Estep 
Score: -14039464.000000 Penalty: 5575.261719
	Iteration 12Q: 3 clusters Score -1.403946e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 59657 members 
Entering Unmasked Estep 
Score: -14039957.000000 Penalty: 5575.261719
	Iteration 13Q: 3 clusters Score -1.403996e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -14040210.000000 Penalty: 5575.261719
	Iteration 14Q: 3 clusters Score -1.404021e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 58988 members 
Entering Unmasked Estep 
Score: -14040351.000000 Penalty: 5575.261719
	Iteration 15Q: 3 clusters Score -1.404035e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 58549 members 
Entering Unmasked Estep 
Score: -14040413.000000 Penalty: 5575.261719
	Iteration 16Q: 3 clusters Score -1.404041e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 58106 members 
Entering Unmasked Estep 
Score: -14040504.000000 Penalty: 5575.261719
	Iteration 17Q: 3 clusters Score -1.40405e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 57594 members 
Entering Unmasked Estep 
Score: -14040606.000000 Penalty: 5575.261719
	Iteration 18Q: 3 clusters Score -1.404061e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -14040837.000000 Penalty: 5575.261719
	Iteration 19Q: 3 clusters Score -1.404084e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -14041034.000000 Penalty: 5575.261719
	Iteration 20F: 3 clusters Score -1.404103e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 55775 members 
Entering Unmasked Estep 
Score: -14041187.000000 Penalty: 5575.261719
	Iteration 21Q: 3 clusters Score -1.404119e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 55021 members 
Entering Unmasked Estep 
Score: -14041373.000000 Penalty: 5575.261719
	Iteration 22Q: 3 clusters Score -1.404137e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -14041534.000000 Penalty: 5575.261719
	Iteration 23Q: 3 clusters Score -1.404153e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -14041802.000000 Penalty: 5575.261719
	Iteration 24Q: 3 clusters Score -1.40418e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -14042138.000000 Penalty: 5575.261719
	Iteration 25Q: 3 clusters Score -1.404214e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -14042369.000000 Penalty: 5575.261719
	Iteration 26Q: 3 clusters Score -1.404237e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -14043040.000000 Penalty: 5575.261719
	Iteration 27Q: 3 clusters Score -1.404304e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -14043602.000000 Penalty: 5575.261719
	Iteration 28Q: 3 clusters Score -1.40436e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -14044019.000000 Penalty: 5575.261719
	Iteration 29Q: 3 clusters Score -1.404402e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -14044174.000000 Penalty: 5575.261719
	Iteration 30Q: 3 clusters Score -1.404417e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -14044355.000000 Penalty: 5575.261719
	Iteration 31Q: 3 clusters Score -1.404436e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -14044501.000000 Penalty: 5575.261719
	Iteration 32Q: 3 clusters Score -1.40445e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -14044703.000000 Penalty: 5575.261719
	Iteration 33Q: 3 clusters Score -1.40447e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -14044901.000000 Penalty: 5575.261719
	Iteration 34Q: 3 clusters Score -1.40449e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -14045088.000000 Penalty: 5575.261719
	Iteration 35Q: 3 clusters Score -1.404509e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -14045183.000000 Penalty: 5575.261719
	Iteration 36Q: 3 clusters Score -1.404518e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -14045303.000000 Penalty: 5575.261719
	Iteration 37Q: 3 clusters Score -1.40453e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -14045512.000000 Penalty: 5575.261719
	Iteration 38Q: 3 clusters Score -1.404551e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -14045677.000000 Penalty: 5575.261719
	Iteration 39Q: 3 clusters Score -1.404568e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -14045880.000000 Penalty: 5575.261719
	Iteration 40F: 3 clusters Score -1.404588e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -14046044.000000 Penalty: 5575.261719
	Iteration 41Q: 3 clusters Score -1.404604e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -14046200.000000 Penalty: 5575.261719
	Iteration 42Q: 3 clusters Score -1.40462e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -14046365.000000 Penalty: 5575.261719
	Iteration 43Q: 3 clusters Score -1.404636e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -14046560.000000 Penalty: 5575.261719
	Iteration 44Q: 3 clusters Score -1.404656e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -14046799.000000 Penalty: 5575.261719
	Iteration 45Q: 3 clusters Score -1.40468e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -14047027.000000 Penalty: 5575.261719
	Iteration 46Q: 3 clusters Score -1.404703e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -14047255.000000 Penalty: 5575.261719
	Iteration 47Q: 3 clusters Score -1.404726e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -14047475.000000 Penalty: 5575.261719
	Iteration 48Q: 3 clusters Score -1.404748e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -14047674.000000 Penalty: 5575.261719
	Iteration 49Q: 3 clusters Score -1.404767e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -14047819.000000 Penalty: 5575.261719
	Iteration 50Q: 3 clusters Score -1.404782e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -14048017.000000 Penalty: 5575.261719
	Iteration 51Q: 3 clusters Score -1.404802e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -14048207.000000 Penalty: 5575.261719
	Iteration 52Q: 3 clusters Score -1.404821e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -14048360.000000 Penalty: 5575.261719
	Iteration 53Q: 3 clusters Score -1.404836e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -14048558.000000 Penalty: 5575.261719
	Iteration 54Q: 3 clusters Score -1.404856e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -14048692.000000 Penalty: 5575.261719
	Iteration 55Q: 3 clusters Score -1.404869e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -14048925.000000 Penalty: 5575.261719
	Iteration 56Q: 3 clusters Score -1.404892e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -14049076.000000 Penalty: 5575.261719
	Iteration 57Q: 3 clusters Score -1.404908e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -14049303.000000 Penalty: 5575.261719
	Iteration 58Q: 3 clusters Score -1.40493e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -14049427.000000 Penalty: 5575.261719
	Iteration 59Q: 3 clusters Score -1.404943e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -14049759.000000 Penalty: 5575.261719
	Iteration 60F: 3 clusters Score -1.404976e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -14049993.000000 Penalty: 5575.261719
	Iteration 61Q: 3 clusters Score -1.404999e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -14050175.000000 Penalty: 5575.261719
	Iteration 62Q: 3 clusters Score -1.405018e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -14050310.000000 Penalty: 5575.261719
	Iteration 63Q: 3 clusters Score -1.405031e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -14050482.000000 Penalty: 5575.261719
	Iteration 64Q: 3 clusters Score -1.405048e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -14050677.000000 Penalty: 5575.261719
	Iteration 65Q: 3 clusters Score -1.405068e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -14050871.000000 Penalty: 5575.261719
	Iteration 66Q: 3 clusters Score -1.405087e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -14051136.000000 Penalty: 5575.261719
	Iteration 67Q: 3 clusters Score -1.405114e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -14051269.000000 Penalty: 5575.261719
	Iteration 68Q: 3 clusters Score -1.405127e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -14051424.000000 Penalty: 5575.261719
	Iteration 69Q: 3 clusters Score -1.405142e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -14051431.000000 Penalty: 5575.261719
	Iteration 70Q: 3 clusters Score -1.405143e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -14051548.000000 Penalty: 5575.261719
	Iteration 71Q: 3 clusters Score -1.405155e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -14051584.000000 Penalty: 5575.261719
	Iteration 72Q: 3 clusters Score -1.405158e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -14051593.000000 Penalty: 5575.261719
	Iteration 73Q: 3 clusters Score -1.405159e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -14051527.000000 Penalty: 5575.261719
	Iteration 74Q: 3 clusters Score -1.405153e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -14051484.000000 Penalty: 5575.261719
	Iteration 75Q: 3 clusters Score -1.405148e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -14051501.000000 Penalty: 5575.261719
	Iteration 76Q: 3 clusters Score -1.40515e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -14051486.000000 Penalty: 5575.261719
	Iteration 77Q: 3 clusters Score -1.405149e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
Score: -14051535.000000 Penalty: 5575.261719
	Iteration 78Q: 3 clusters Score -1.405154e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -14051568.000000 Penalty: 5575.261719
	Iteration 79Q: 3 clusters Score -1.405157e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -14051590.000000 Penalty: 5575.261719
	Iteration 80F: 3 clusters Score -1.405159e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -14051584.000000 Penalty: 5575.261719
	Iteration 81Q: 3 clusters Score -1.405158e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -14051590.000000 Penalty: 5575.261719
	Iteration 82Q: 3 clusters Score -1.405159e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -14051581.000000 Penalty: 5575.261719
	Iteration 83Q: 3 clusters Score -1.405158e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -14051560.000000 Penalty: 5575.261719
	Iteration 84Q: 3 clusters Score -1.405156e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -14051540.000000 Penalty: 5575.261719
	Iteration 85Q: 3 clusters Score -1.405154e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -14051532.000000 Penalty: 5575.261719
	Iteration 86Q: 3 clusters Score -1.405153e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -14051521.000000 Penalty: 5575.261719
	Iteration 87Q: 3 clusters Score -1.405152e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -14051540.000000 Penalty: 5575.261719
	Iteration 88Q: 3 clusters Score -1.405154e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -14051575.000000 Penalty: 5575.261719
	Iteration 89Q: 3 clusters Score -1.405158e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -14051574.000000 Penalty: 5575.261719
	Iteration 90Q: 3 clusters Score -1.405157e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -14051583.000000 Penalty: 5575.261719
	Iteration 91Q: 3 clusters Score -1.405158e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -14051570.000000 Penalty: 5575.261719
	Iteration 92Q: 3 clusters Score -1.405157e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -14051573.000000 Penalty: 5575.261719
	Iteration 93Q: 3 clusters Score -1.405157e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -14051586.000000 Penalty: 5575.261719
	Iteration 94Q: 3 clusters Score -1.405159e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -14051597.000000 Penalty: 5575.261719
	Iteration 95Q: 3 clusters Score -1.40516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -14051586.000000 Penalty: 5575.261719
	Iteration 96Q: 3 clusters Score -1.405159e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -14051574.000000 Penalty: 5575.261719
	Iteration 97Q: 3 clusters Score -1.405157e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -14051559.000000 Penalty: 5575.261719
	Iteration 98Q: 3 clusters Score -1.405156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -14051563.000000 Penalty: 5575.261719
	Iteration 99Q: 3 clusters Score -1.405156e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -14051574.000000 Penalty: 5575.261719
	Iteration 100F: 3 clusters Score -1.405157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -14051562.000000 Penalty: 5575.261719
	Iteration 101Q: 3 clusters Score -1.405156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -14051544.000000 Penalty: 5575.261719
	Iteration 102Q: 3 clusters Score -1.405154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -14051545.000000 Penalty: 5575.261719
	Iteration 103Q: 3 clusters Score -1.405154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -14051548.000000 Penalty: 5575.261719
	Iteration 104Q: 3 clusters Score -1.405155e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -14051553.000000 Penalty: 5575.261719
	Iteration 105Q: 3 clusters Score -1.405155e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -14051553.000000 Penalty: 5575.261719
	Iteration 106Q: 3 clusters Score -1.405155e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -14051560.000000 Penalty: 5575.261719
	Iteration 107Q: 3 clusters Score -1.405156e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -14051569.000000 Penalty: 5575.261719
	Iteration 108Q: 3 clusters Score -1.405157e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -14051567.000000 Penalty: 5575.261719
	Iteration 109Q: 3 clusters Score -1.405157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -14051562.000000 Penalty: 5575.261719
	Iteration 110Q: 3 clusters Score -1.405156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -14051563.000000 Penalty: 5575.261719
	Iteration 111Q: 3 clusters Score -1.405156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -14051566.000000 Penalty: 5575.261719
	Iteration 112Q: 3 clusters Score -1.405157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -14051574.000000 Penalty: 5575.261719
	Iteration 113Q: 3 clusters Score -1.405157e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -14051572.000000 Penalty: 5575.261719
	Iteration 114Q: 3 clusters Score -1.405157e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -14051561.000000 Penalty: 5575.261719
	Iteration 115Q: 3 clusters Score -1.405156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -14051562.000000 Penalty: 5575.261719
	Iteration 116Q: 3 clusters Score -1.405156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -14051572.000000 Penalty: 5575.261719
	Iteration 117Q: 3 clusters Score -1.405157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -14051559.000000 Penalty: 5575.261719
	Iteration 118Q: 3 clusters Score -1.405156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -14051561.000000 Penalty: 5575.261719
	Iteration 119Q: 3 clusters Score -1.405156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -14051552.000000 Penalty: 5575.261719
	Iteration 120F: 3 clusters Score -1.405155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -14051559.000000 Penalty: 5575.261719
	Iteration 121Q: 3 clusters Score -1.405156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -14051562.000000 Penalty: 5575.261719
	Iteration 122Q: 3 clusters Score -1.405156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -14051555.000000 Penalty: 5575.261719
	Iteration 123Q: 3 clusters Score -1.405156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -14051540.000000 Penalty: 5575.261719
	Iteration 124Q: 3 clusters Score -1.405154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -14051559.000000 Penalty: 5575.261719
	Iteration 125Q: 3 clusters Score -1.405156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -14051571.000000 Penalty: 5575.261719
	Iteration 126Q: 3 clusters Score -1.405157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -14051546.000000 Penalty: 5575.261719
	Iteration 127Q: 3 clusters Score -1.405155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -14051536.000000 Penalty: 5575.261719
	Iteration 128Q: 3 clusters Score -1.405154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -14051544.000000 Penalty: 5575.261719
	Iteration 129Q: 3 clusters Score -1.405154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -14051541.000000 Penalty: 5575.261719
	Iteration 130Q: 3 clusters Score -1.405154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -14051541.000000 Penalty: 5575.261719
	Iteration 131F: 3 clusters Score -1.405154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 16019 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 97283 members 
Mstep: Class 5 contains 43577 members 
Mstep: Class 6 contains 43556 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 58216 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 43823 members 
Mstep: Class 12 contains 33489 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 14 contains 43030 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 2181 members 
Mstep: Class 17 contains 11451 members 
Mstep: Class 18 contains 33119 members 
Mstep: Class 19 contains 58415 members 
Mstep: Class 20 contains 55893 members 
Mstep: Class 21 contains 67173 members 
Entering Unmasked Estep 
Score: -126808000.000000 Penalty: 70084.007812
Splitting cluster 14 changes total score from -126749408.000000 to -126808000.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 15 (612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Entering Unmasked Estep 
Score: -107575.804688 Penalty: 1591.349609
	Iteration 0F: 2 clusters Score -107575.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -105955.656250 Penalty: 3182.699219
	Iteration 0F: 3 clusters Score -105955.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -106153.195312 Penalty: 3182.699219
	Iteration 1F: 3 clusters Score -106153.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -106221.023438 Penalty: 3182.699219
	Iteration 2Q: 3 clusters Score -106221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -106255.539062 Penalty: 3182.699219
	Iteration 3Q: 3 clusters Score -106255.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -106269.101562 Penalty: 3182.699219
	Iteration 4Q: 3 clusters Score -106269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -106276.921875 Penalty: 3182.699219
	Iteration 5Q: 3 clusters Score -106276.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -106280.078125 Penalty: 3182.699219
	Iteration 6Q: 3 clusters Score -106280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -106284.593750 Penalty: 3182.699219
	Iteration 7Q: 3 clusters Score -106284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -106286.460938 Penalty: 3182.699219
	Iteration 8Q: 3 clusters Score -106286.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -106286.460938 Penalty: 3182.699219
	Iteration 9F: 3 clusters Score -106286.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -348469.468750 Penalty: 1906.509521
	Iteration 0F: 2 clusters Score -348469.5 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 1088 members 
Entering Unmasked Estep 
Score: -345889.187500 Penalty: 3813.019043
	Iteration 0F: 3 clusters Score -345889.2 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -346996.937500 Penalty: 3813.019043
	Iteration 1F: 3 clusters Score -346996.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -347881.125000 Penalty: 3813.019043
	Iteration 2F: 3 clusters Score -347881.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -348787.312500 Penalty: 3813.019043
	Iteration 3F: 3 clusters Score -348787.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -349303.656250 Penalty: 3813.019043
	Iteration 4F: 3 clusters Score -349303.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -349619.375000 Penalty: 3813.019043
	Iteration 5F: 3 clusters Score -349619.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -349805.625000 Penalty: 3813.019043
	Iteration 6Q: 3 clusters Score -349805.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -349978.812500 Penalty: 3813.019043
	Iteration 7Q: 3 clusters Score -349978.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -350104.812500 Penalty: 3813.019043
	Iteration 8Q: 3 clusters Score -350104.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -350159.781250 Penalty: 3813.019043
	Iteration 9Q: 3 clusters Score -350159.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -350198.031250 Penalty: 3813.019043
	Iteration 10Q: 3 clusters Score -350198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -350261.062500 Penalty: 3813.019043
	Iteration 11Q: 3 clusters Score -350261.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -350297.812500 Penalty: 3813.019043
	Iteration 12Q: 3 clusters Score -350297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -350344.437500 Penalty: 3813.019043
	Iteration 13Q: 3 clusters Score -350344.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -350376.593750 Penalty: 3813.019043
	Iteration 14Q: 3 clusters Score -350376.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -350390.281250 Penalty: 3813.019043
	Iteration 15Q: 3 clusters Score -350390.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -350393.281250 Penalty: 3813.019043
	Iteration 16Q: 3 clusters Score -350393.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -350406.437500 Penalty: 3813.019043
	Iteration 17Q: 3 clusters Score -350406.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -350409.562500 Penalty: 3813.019043
	Iteration 18Q: 3 clusters Score -350409.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -350430.687500 Penalty: 3813.019043
	Iteration 19Q: 3 clusters Score -350430.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -350609.750000 Penalty: 3813.019043
	Iteration 20F: 3 clusters Score -350609.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -351074.125000 Penalty: 3813.019043
	Iteration 21Q: 3 clusters Score -351074.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -351321.125000 Penalty: 3813.019043
	Iteration 22Q: 3 clusters Score -351321.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -351440.343750 Penalty: 3813.019043
	Iteration 23Q: 3 clusters Score -351440.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -351480.781250 Penalty: 3813.019043
	Iteration 24Q: 3 clusters Score -351480.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -351503.125000 Penalty: 3813.019043
	Iteration 25Q: 3 clusters Score -351503.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -351515.250000 Penalty: 3813.019043
	Iteration 26Q: 3 clusters Score -351515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -351520.468750 Penalty: 3813.019043
	Iteration 27Q: 3 clusters Score -351520.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -351521.218750 Penalty: 3813.019043
	Iteration 28Q: 3 clusters Score -351521.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -351522.218750 Penalty: 3813.019043
	Iteration 29Q: 3 clusters Score -351522.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -351523.906250 Penalty: 3813.019043
	Iteration 30Q: 3 clusters Score -351523.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -351524.187500 Penalty: 3813.019043
	Iteration 31Q: 3 clusters Score -351524.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -351524.437500 Penalty: 3813.019043
	Iteration 32Q: 3 clusters Score -351524.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -351526.062500 Penalty: 3813.019043
	Iteration 33Q: 3 clusters Score -351526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -351526.062500 Penalty: 3813.019043
	Iteration 34F: 3 clusters Score -351526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 16019 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 97283 members 
Mstep: Class 5 contains 43577 members 
Mstep: Class 6 contains 43556 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 58216 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 43823 members 
Mstep: Class 12 contains 33489 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 14 contains 43030 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 11451 members 
Mstep: Class 18 contains 33119 members 
Mstep: Class 19 contains 58415 members 
Mstep: Class 20 contains 55893 members 
Mstep: Class 21 contains 67173 members 
Mstep: Class 22 contains 680 members 
Entering Unmasked Estep 
Score: -126809640.000000 Penalty: 73421.343750
Splitting cluster 16 changes total score from -126749408.000000 to -126809640.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 19 (58415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Entering Unmasked Estep 
Score: -10763403.000000 Penalty: 2721.881348
	Iteration 0F: 2 clusters Score -1.07634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -10733742.000000 Penalty: 5443.762695
	Iteration 0F: 3 clusters Score -1.073374e+07 nChanged 27158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -10749304.000000 Penalty: 5443.762695
	Iteration 1F: 3 clusters Score -1.07493e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -10750220.000000 Penalty: 5443.762695
	Iteration 2Q: 3 clusters Score -1.075022e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -10751474.000000 Penalty: 5443.762695
	Iteration 3Q: 3 clusters Score -1.075147e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -10753387.000000 Penalty: 5443.762695
	Iteration 4F: 3 clusters Score -1.075339e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -10756249.000000 Penalty: 5443.762695
	Iteration 5F: 3 clusters Score -1.075625e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -10759919.000000 Penalty: 5443.762695
	Iteration 6F: 3 clusters Score -1.075992e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -10763682.000000 Penalty: 5443.762695
	Iteration 7F: 3 clusters Score -1.076368e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -10765933.000000 Penalty: 5443.762695
	Iteration 8F: 3 clusters Score -1.076593e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -10766765.000000 Penalty: 5443.762695
	Iteration 9Q: 3 clusters Score -1.076676e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -10766897.000000 Penalty: 5443.762695
	Iteration 10Q: 3 clusters Score -1.07669e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -10766508.000000 Penalty: 5443.762695
	Iteration 11Q: 3 clusters Score -1.076651e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -10765687.000000 Penalty: 5443.762695
	Iteration 12Q: 3 clusters Score -1.076569e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -10764825.000000 Penalty: 5443.762695
	Iteration 13Q: 3 clusters Score -1.076482e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -10763848.000000 Penalty: 5443.762695
	Iteration 14Q: 3 clusters Score -1.076385e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -10763073.000000 Penalty: 5443.762695
	Iteration 15Q: 3 clusters Score -1.076307e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -10762577.000000 Penalty: 5443.762695
	Iteration 16Q: 3 clusters Score -1.076258e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -10762236.000000 Penalty: 5443.762695
	Iteration 17Q: 3 clusters Score -1.076224e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 56442 members 
Entering Unmasked Estep 
Score: -10762067.000000 Penalty: 5443.762695
	Iteration 18Q: 3 clusters Score -1.076207e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 56678 members 
Entering Unmasked Estep 
Score: -10761959.000000 Penalty: 5443.762695
	Iteration 19Q: 3 clusters Score -1.076196e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 56847 members 
Entering Unmasked Estep 
Score: -10762267.000000 Penalty: 5443.762695
	Iteration 20F: 3 clusters Score -1.076227e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 57340 members 
Entering Unmasked Estep 
Score: -10761926.000000 Penalty: 5443.762695
	Iteration 21Q: 3 clusters Score -1.076193e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 57633 members 
Entering Unmasked Estep 
Score: -10761731.000000 Penalty: 5443.762695
	Iteration 22Q: 3 clusters Score -1.076173e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 57783 members 
Entering Unmasked Estep 
Score: -10761632.000000 Penalty: 5443.762695
	Iteration 23Q: 3 clusters Score -1.076163e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 57861 members 
Entering Unmasked Estep 
Score: -10761580.000000 Penalty: 5443.762695
	Iteration 24Q: 3 clusters Score -1.076158e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -10761556.000000 Penalty: 5443.762695
	Iteration 25Q: 3 clusters Score -1.076156e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -10761536.000000 Penalty: 5443.762695
	Iteration 26Q: 3 clusters Score -1.076154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -10761513.000000 Penalty: 5443.762695
	Iteration 27Q: 3 clusters Score -1.076151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 57989 members 
Entering Unmasked Estep 
Score: -10761511.000000 Penalty: 5443.762695
	Iteration 28Q: 3 clusters Score -1.076151e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -10761486.000000 Penalty: 5443.762695
	Iteration 29Q: 3 clusters Score -1.076149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 58017 members 
Entering Unmasked Estep 
Score: -10761501.000000 Penalty: 5443.762695
	Iteration 30Q: 3 clusters Score -1.07615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -10761504.000000 Penalty: 5443.762695
	Iteration 31Q: 3 clusters Score -1.07615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 58033 members 
Entering Unmasked Estep 
Score: -10761504.000000 Penalty: 5443.762695
	Iteration 32Q: 3 clusters Score -1.07615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 58041 members 
Entering Unmasked Estep 
Score: -10761492.000000 Penalty: 5443.762695
	Iteration 33Q: 3 clusters Score -1.076149e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 58049 members 
Entering Unmasked Estep 
Score: -10761489.000000 Penalty: 5443.762695
	Iteration 34Q: 3 clusters Score -1.076149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -10761479.000000 Penalty: 5443.762695
	Iteration 35Q: 3 clusters Score -1.076148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -10761479.000000 Penalty: 5443.762695
	Iteration 36Q: 3 clusters Score -1.076148e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -10761477.000000 Penalty: 5443.762695
	Iteration 37Q: 3 clusters Score -1.076148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -10761480.000000 Penalty: 5443.762695
	Iteration 38Q: 3 clusters Score -1.076148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 58062 members 
Entering Unmasked Estep 
Score: -10761480.000000 Penalty: 5443.762695
	Iteration 39F: 3 clusters Score -1.076148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Entering Unmasked Estep 
Score: -10295059.000000 Penalty: 2710.936279
	Iteration 0F: 2 clusters Score -1.029506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -10266652.000000 Penalty: 5421.872559
	Iteration 0F: 3 clusters Score -1.026665e+07 nChanged 25928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -10281042.000000 Penalty: 5421.872559
	Iteration 1F: 3 clusters Score -1.028104e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -10281601.000000 Penalty: 5421.872559
	Iteration 2Q: 3 clusters Score -1.02816e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -10282063.000000 Penalty: 5421.872559
	Iteration 3Q: 3 clusters Score -1.028206e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -10282622.000000 Penalty: 5421.872559
	Iteration 4Q: 3 clusters Score -1.028262e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -10283316.000000 Penalty: 5421.872559
	Iteration 5Q: 3 clusters Score -1.028332e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -10284217.000000 Penalty: 5421.872559
	Iteration 6Q: 3 clusters Score -1.028422e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -10285487.000000 Penalty: 5421.872559
	Iteration 7Q: 3 clusters Score -1.028549e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -10287073.000000 Penalty: 5421.872559
	Iteration 8Q: 3 clusters Score -1.028707e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -10289040.000000 Penalty: 5421.872559
	Iteration 9F: 3 clusters Score -1.028904e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -10291075.000000 Penalty: 5421.872559
	Iteration 10F: 3 clusters Score -1.029108e+07 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -10292830.000000 Penalty: 5421.872559
	Iteration 11F: 3 clusters Score -1.029283e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -10294281.000000 Penalty: 5421.872559
	Iteration 12Q: 3 clusters Score -1.029428e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -10295237.000000 Penalty: 5421.872559
	Iteration 13Q: 3 clusters Score -1.029524e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -10295688.000000 Penalty: 5421.872559
	Iteration 14Q: 3 clusters Score -1.029569e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -10295903.000000 Penalty: 5421.872559
	Iteration 15Q: 3 clusters Score -1.02959e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -10295910.000000 Penalty: 5421.872559
	Iteration 16Q: 3 clusters Score -1.029591e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -10296015.000000 Penalty: 5421.872559
	Iteration 17Q: 3 clusters Score -1.029602e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -10296051.000000 Penalty: 5421.872559
	Iteration 18Q: 3 clusters Score -1.029605e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -10296031.000000 Penalty: 5421.872559
	Iteration 19Q: 3 clusters Score -1.029603e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -10296054.000000 Penalty: 5421.872559
	Iteration 20F: 3 clusters Score -1.029605e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -10296027.000000 Penalty: 5421.872559
	Iteration 21Q: 3 clusters Score -1.029603e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -10296058.000000 Penalty: 5421.872559
	Iteration 22Q: 3 clusters Score -1.029606e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -10296129.000000 Penalty: 5421.872559
	Iteration 23Q: 3 clusters Score -1.029613e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -10296152.000000 Penalty: 5421.872559
	Iteration 24Q: 3 clusters Score -1.029615e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -10296212.000000 Penalty: 5421.872559
	Iteration 25Q: 3 clusters Score -1.029621e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -10296274.000000 Penalty: 5421.872559
	Iteration 26Q: 3 clusters Score -1.029627e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -10296353.000000 Penalty: 5421.872559
	Iteration 27Q: 3 clusters Score -1.029635e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -10296357.000000 Penalty: 5421.872559
	Iteration 28Q: 3 clusters Score -1.029636e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -10296428.000000 Penalty: 5421.872559
	Iteration 29Q: 3 clusters Score -1.029643e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -10296457.000000 Penalty: 5421.872559
	Iteration 30Q: 3 clusters Score -1.029646e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -10296500.000000 Penalty: 5421.872559
	Iteration 31Q: 3 clusters Score -1.02965e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -10296501.000000 Penalty: 5421.872559
	Iteration 32Q: 3 clusters Score -1.02965e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -10296535.000000 Penalty: 5421.872559
	Iteration 33Q: 3 clusters Score -1.029654e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -10296559.000000 Penalty: 5421.872559
	Iteration 34Q: 3 clusters Score -1.029656e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -10296608.000000 Penalty: 5421.872559
	Iteration 35Q: 3 clusters Score -1.029661e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -10296624.000000 Penalty: 5421.872559
	Iteration 36Q: 3 clusters Score -1.029662e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -10296672.000000 Penalty: 5421.872559
	Iteration 37Q: 3 clusters Score -1.029667e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -10296668.000000 Penalty: 5421.872559
	Iteration 38Q: 3 clusters Score -1.029667e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -10296748.000000 Penalty: 5421.872559
	Iteration 39Q: 3 clusters Score -1.029675e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -10296827.000000 Penalty: 5421.872559
	Iteration 40F: 3 clusters Score -1.029683e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -10296852.000000 Penalty: 5421.872559
	Iteration 41Q: 3 clusters Score -1.029685e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -10296904.000000 Penalty: 5421.872559
	Iteration 42Q: 3 clusters Score -1.02969e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -10296944.000000 Penalty: 5421.872559
	Iteration 43Q: 3 clusters Score -1.029694e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -10296964.000000 Penalty: 5421.872559
	Iteration 44Q: 3 clusters Score -1.029696e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -10297002.000000 Penalty: 5421.872559
	Iteration 45Q: 3 clusters Score -1.0297e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -10297023.000000 Penalty: 5421.872559
	Iteration 46Q: 3 clusters Score -1.029702e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -10297061.000000 Penalty: 5421.872559
	Iteration 47Q: 3 clusters Score -1.029706e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -10297056.000000 Penalty: 5421.872559
	Iteration 48Q: 3 clusters Score -1.029706e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -10297094.000000 Penalty: 5421.872559
	Iteration 49Q: 3 clusters Score -1.029709e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -10297106.000000 Penalty: 5421.872559
	Iteration 50Q: 3 clusters Score -1.029711e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -10297134.000000 Penalty: 5421.872559
	Iteration 51Q: 3 clusters Score -1.029713e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -10297144.000000 Penalty: 5421.872559
	Iteration 52Q: 3 clusters Score -1.029714e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -10297144.000000 Penalty: 5421.872559
	Iteration 53Q: 3 clusters Score -1.029714e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -10297167.000000 Penalty: 5421.872559
	Iteration 54Q: 3 clusters Score -1.029717e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -10297163.000000 Penalty: 5421.872559
	Iteration 55Q: 3 clusters Score -1.029716e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -10297203.000000 Penalty: 5421.872559
	Iteration 56Q: 3 clusters Score -1.02972e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -10297209.000000 Penalty: 5421.872559
	Iteration 57Q: 3 clusters Score -1.029721e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -10297220.000000 Penalty: 5421.872559
	Iteration 58Q: 3 clusters Score -1.029722e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -10297203.000000 Penalty: 5421.872559
	Iteration 59Q: 3 clusters Score -1.02972e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -10297222.000000 Penalty: 5421.872559
	Iteration 60F: 3 clusters Score -1.029722e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -10297229.000000 Penalty: 5421.872559
	Iteration 61Q: 3 clusters Score -1.029723e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -10297239.000000 Penalty: 5421.872559
	Iteration 62Q: 3 clusters Score -1.029724e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -10297250.000000 Penalty: 5421.872559
	Iteration 63Q: 3 clusters Score -1.029725e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -10297259.000000 Penalty: 5421.872559
	Iteration 64Q: 3 clusters Score -1.029726e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -10297264.000000 Penalty: 5421.872559
	Iteration 65Q: 3 clusters Score -1.029726e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -10297268.000000 Penalty: 5421.872559
	Iteration 66Q: 3 clusters Score -1.029727e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -10297296.000000 Penalty: 5421.872559
	Iteration 67Q: 3 clusters Score -1.02973e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -10297283.000000 Penalty: 5421.872559
	Iteration 68Q: 3 clusters Score -1.029728e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -10297318.000000 Penalty: 5421.872559
	Iteration 69Q: 3 clusters Score -1.029732e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -10297327.000000 Penalty: 5421.872559
	Iteration 70Q: 3 clusters Score -1.029733e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -10297343.000000 Penalty: 5421.872559
	Iteration 71Q: 3 clusters Score -1.029734e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -10297369.000000 Penalty: 5421.872559
	Iteration 72Q: 3 clusters Score -1.029737e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -10297366.000000 Penalty: 5421.872559
	Iteration 73Q: 3 clusters Score -1.029737e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -10297379.000000 Penalty: 5421.872559
	Iteration 74Q: 3 clusters Score -1.029738e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -10297412.000000 Penalty: 5421.872559
	Iteration 75Q: 3 clusters Score -1.029741e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -10297421.000000 Penalty: 5421.872559
	Iteration 76Q: 3 clusters Score -1.029742e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -10297428.000000 Penalty: 5421.872559
	Iteration 77Q: 3 clusters Score -1.029743e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -10297433.000000 Penalty: 5421.872559
	Iteration 78Q: 3 clusters Score -1.029743e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -10297437.000000 Penalty: 5421.872559
	Iteration 79Q: 3 clusters Score -1.029744e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -10297438.000000 Penalty: 5421.872559
	Iteration 80F: 3 clusters Score -1.029744e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -10297454.000000 Penalty: 5421.872559
	Iteration 81Q: 3 clusters Score -1.029745e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -10297466.000000 Penalty: 5421.872559
	Iteration 82Q: 3 clusters Score -1.029747e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -10297482.000000 Penalty: 5421.872559
	Iteration 83Q: 3 clusters Score -1.029748e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -10297494.000000 Penalty: 5421.872559
	Iteration 84Q: 3 clusters Score -1.029749e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -10297489.000000 Penalty: 5421.872559
	Iteration 85Q: 3 clusters Score -1.029749e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -10297494.000000 Penalty: 5421.872559
	Iteration 86Q: 3 clusters Score -1.029749e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -10297499.000000 Penalty: 5421.872559
	Iteration 87Q: 3 clusters Score -1.02975e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -10297515.000000 Penalty: 5421.872559
	Iteration 88Q: 3 clusters Score -1.029752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -10297521.000000 Penalty: 5421.872559
	Iteration 89Q: 3 clusters Score -1.029752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -10297512.000000 Penalty: 5421.872559
	Iteration 90Q: 3 clusters Score -1.029751e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -10297528.000000 Penalty: 5421.872559
	Iteration 91Q: 3 clusters Score -1.029753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -10297541.000000 Penalty: 5421.872559
	Iteration 92Q: 3 clusters Score -1.029754e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -10297542.000000 Penalty: 5421.872559
	Iteration 93Q: 3 clusters Score -1.029754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -10297537.000000 Penalty: 5421.872559
	Iteration 94Q: 3 clusters Score -1.029754e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -10297543.000000 Penalty: 5421.872559
	Iteration 95Q: 3 clusters Score -1.029754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -10297557.000000 Penalty: 5421.872559
	Iteration 96Q: 3 clusters Score -1.029756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -10297552.000000 Penalty: 5421.872559
	Iteration 97Q: 3 clusters Score -1.029755e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -10297550.000000 Penalty: 5421.872559
	Iteration 98Q: 3 clusters Score -1.029755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -10297557.000000 Penalty: 5421.872559
	Iteration 99Q: 3 clusters Score -1.029756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -10297545.000000 Penalty: 5421.872559
	Iteration 100F: 3 clusters Score -1.029754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -10297546.000000 Penalty: 5421.872559
	Iteration 101Q: 3 clusters Score -1.029755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -10297543.000000 Penalty: 5421.872559
	Iteration 102Q: 3 clusters Score -1.029754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -10297552.000000 Penalty: 5421.872559
	Iteration 103Q: 3 clusters Score -1.029755e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -10297548.000000 Penalty: 5421.872559
	Iteration 104Q: 3 clusters Score -1.029755e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -10297546.000000 Penalty: 5421.872559
	Iteration 105Q: 3 clusters Score -1.029755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -10297550.000000 Penalty: 5421.872559
	Iteration 106Q: 3 clusters Score -1.029755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -10297562.000000 Penalty: 5421.872559
	Iteration 107Q: 3 clusters Score -1.029756e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -10297562.000000 Penalty: 5421.872559
	Iteration 108Q: 3 clusters Score -1.029756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -10297558.000000 Penalty: 5421.872559
	Iteration 109Q: 3 clusters Score -1.029756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -10297557.000000 Penalty: 5421.872559
	Iteration 110Q: 3 clusters Score -1.029756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -10297557.000000 Penalty: 5421.872559
	Iteration 111Q: 3 clusters Score -1.029756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -10297557.000000 Penalty: 5421.872559
	Iteration 112F: 3 clusters Score -1.029756e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 16019 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 97283 members 
Mstep: Class 5 contains 43577 members 
Mstep: Class 6 contains 43556 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 58216 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 43823 members 
Mstep: Class 12 contains 33489 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 14 contains 43030 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 11451 members 
Mstep: Class 18 contains 33119 members 
Mstep: Class 19 contains 58415 members 
Mstep: Class 20 contains 43621 members 
Mstep: Class 21 contains 67173 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 12272 members 
Entering Unmasked Estep 
Score: -126811544.000000 Penalty: 76758.679688
Splitting cluster 20 changes total score from -126749408.000000 to -126811544.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 21 (67173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Entering Unmasked Estep 
Score: -12415494.000000 Penalty: 2756.526611
	Iteration 0F: 2 clusters Score -1.241549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -12395075.000000 Penalty: 5513.053223
	Iteration 0F: 3 clusters Score -1.239508e+07 nChanged 31531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -12412851.000000 Penalty: 5513.053223
	Iteration 1F: 3 clusters Score -1.241285e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -12413758.000000 Penalty: 5513.053223
	Iteration 2Q: 3 clusters Score -1.241376e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -12414922.000000 Penalty: 5513.053223
	Iteration 3Q: 3 clusters Score -1.241492e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -12416418.000000 Penalty: 5513.053223
	Iteration 4Q: 3 clusters Score -1.241642e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -12418628.000000 Penalty: 5513.053223
	Iteration 5F: 3 clusters Score -1.241863e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -12421857.000000 Penalty: 5513.053223
	Iteration 6F: 3 clusters Score -1.242186e+07 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -12426167.000000 Penalty: 5513.053223
	Iteration 7F: 3 clusters Score -1.242617e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -12429453.000000 Penalty: 5513.053223
	Iteration 8F: 3 clusters Score -1.242945e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -12430545.000000 Penalty: 5513.053223
	Iteration 9F: 3 clusters Score -1.243054e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -12430065.000000 Penalty: 5513.053223
	Iteration 10Q: 3 clusters Score -1.243006e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -12428608.000000 Penalty: 5513.053223
	Iteration 11Q: 3 clusters Score -1.242861e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -12426883.000000 Penalty: 5513.053223
	Iteration 12Q: 3 clusters Score -1.242688e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -12425126.000000 Penalty: 5513.053223
	Iteration 13Q: 3 clusters Score -1.242513e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -12423859.000000 Penalty: 5513.053223
	Iteration 14Q: 3 clusters Score -1.242386e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -12422840.000000 Penalty: 5513.053223
	Iteration 15Q: 3 clusters Score -1.242284e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56253 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -12422107.000000 Penalty: 5513.053223
	Iteration 16Q: 3 clusters Score -1.242211e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -12421624.000000 Penalty: 5513.053223
	Iteration 17Q: 3 clusters Score -1.242162e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57059 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -12421177.000000 Penalty: 5513.053223
	Iteration 18Q: 3 clusters Score -1.242118e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -12420882.000000 Penalty: 5513.053223
	Iteration 19Q: 3 clusters Score -1.242088e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57589 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -12420691.000000 Penalty: 5513.053223
	Iteration 20F: 3 clusters Score -1.242069e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -12420362.000000 Penalty: 5513.053223
	Iteration 21Q: 3 clusters Score -1.242036e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -12420135.000000 Penalty: 5513.053223
	Iteration 22Q: 3 clusters Score -1.242014e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -12419884.000000 Penalty: 5513.053223
	Iteration 23Q: 3 clusters Score -1.241988e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -12419730.000000 Penalty: 5513.053223
	Iteration 24Q: 3 clusters Score -1.241973e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58433 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -12419590.000000 Penalty: 5513.053223
	Iteration 25Q: 3 clusters Score -1.241959e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -12419466.000000 Penalty: 5513.053223
	Iteration 26Q: 3 clusters Score -1.241947e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -12419409.000000 Penalty: 5513.053223
	Iteration 27Q: 3 clusters Score -1.241941e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -12419328.000000 Penalty: 5513.053223
	Iteration 28Q: 3 clusters Score -1.241933e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -12419291.000000 Penalty: 5513.053223
	Iteration 29Q: 3 clusters Score -1.241929e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -12419247.000000 Penalty: 5513.053223
	Iteration 30Q: 3 clusters Score -1.241925e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -12419162.000000 Penalty: 5513.053223
	Iteration 31Q: 3 clusters Score -1.241916e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -12419110.000000 Penalty: 5513.053223
	Iteration 32Q: 3 clusters Score -1.241911e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -12419063.000000 Penalty: 5513.053223
	Iteration 33Q: 3 clusters Score -1.241906e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58850 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -12419045.000000 Penalty: 5513.053223
	Iteration 34Q: 3 clusters Score -1.241904e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -12419021.000000 Penalty: 5513.053223
	Iteration 35Q: 3 clusters Score -1.241902e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -12419026.000000 Penalty: 5513.053223
	Iteration 36Q: 3 clusters Score -1.241903e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -12419010.000000 Penalty: 5513.053223
	Iteration 37Q: 3 clusters Score -1.241901e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58935 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -12418973.000000 Penalty: 5513.053223
	Iteration 38Q: 3 clusters Score -1.241897e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -12418931.000000 Penalty: 5513.053223
	Iteration 39Q: 3 clusters Score -1.241893e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58981 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -12418915.000000 Penalty: 5513.053223
	Iteration 40F: 3 clusters Score -1.241892e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59006 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -12418875.000000 Penalty: 5513.053223
	Iteration 41Q: 3 clusters Score -1.241888e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -12418845.000000 Penalty: 5513.053223
	Iteration 42Q: 3 clusters Score -1.241884e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -12418826.000000 Penalty: 5513.053223
	Iteration 43Q: 3 clusters Score -1.241883e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -12418792.000000 Penalty: 5513.053223
	Iteration 44Q: 3 clusters Score -1.241879e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -12418788.000000 Penalty: 5513.053223
	Iteration 45Q: 3 clusters Score -1.241879e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59093 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -12418757.000000 Penalty: 5513.053223
	Iteration 46Q: 3 clusters Score -1.241876e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -12418756.000000 Penalty: 5513.053223
	Iteration 47Q: 3 clusters Score -1.241876e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -12418744.000000 Penalty: 5513.053223
	Iteration 48Q: 3 clusters Score -1.241874e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -12418748.000000 Penalty: 5513.053223
	Iteration 49Q: 3 clusters Score -1.241875e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -12418727.000000 Penalty: 5513.053223
	Iteration 50Q: 3 clusters Score -1.241873e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -12418729.000000 Penalty: 5513.053223
	Iteration 51Q: 3 clusters Score -1.241873e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -12418713.000000 Penalty: 5513.053223
	Iteration 52Q: 3 clusters Score -1.241871e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59143 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -12418706.000000 Penalty: 5513.053223
	Iteration 53Q: 3 clusters Score -1.241871e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59149 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -12418692.000000 Penalty: 5513.053223
	Iteration 54Q: 3 clusters Score -1.241869e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -12418709.000000 Penalty: 5513.053223
	Iteration 55Q: 3 clusters Score -1.241871e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -12418702.000000 Penalty: 5513.053223
	Iteration 56Q: 3 clusters Score -1.24187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -12418700.000000 Penalty: 5513.053223
	Iteration 57Q: 3 clusters Score -1.24187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59170 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -12418669.000000 Penalty: 5513.053223
	Iteration 58Q: 3 clusters Score -1.241867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59167 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -12418665.000000 Penalty: 5513.053223
	Iteration 59Q: 3 clusters Score -1.241866e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -12418652.000000 Penalty: 5513.053223
	Iteration 60F: 3 clusters Score -1.241865e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -12418657.000000 Penalty: 5513.053223
	Iteration 61Q: 3 clusters Score -1.241866e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59180 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -12418637.000000 Penalty: 5513.053223
	Iteration 62Q: 3 clusters Score -1.241864e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -12418621.000000 Penalty: 5513.053223
	Iteration 63Q: 3 clusters Score -1.241862e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59191 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -12418613.000000 Penalty: 5513.053223
	Iteration 64Q: 3 clusters Score -1.241861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -12418604.000000 Penalty: 5513.053223
	Iteration 65Q: 3 clusters Score -1.24186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -12418606.000000 Penalty: 5513.053223
	Iteration 66Q: 3 clusters Score -1.241861e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -12418612.000000 Penalty: 5513.053223
	Iteration 67Q: 3 clusters Score -1.241861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -12418610.000000 Penalty: 5513.053223
	Iteration 68Q: 3 clusters Score -1.241861e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -12418606.000000 Penalty: 5513.053223
	Iteration 69Q: 3 clusters Score -1.241861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -12418611.000000 Penalty: 5513.053223
	Iteration 70Q: 3 clusters Score -1.241861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -12418603.000000 Penalty: 5513.053223
	Iteration 71Q: 3 clusters Score -1.24186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -12418601.000000 Penalty: 5513.053223
	Iteration 72Q: 3 clusters Score -1.24186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59190 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -12418601.000000 Penalty: 5513.053223
	Iteration 73Q: 3 clusters Score -1.24186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -12418584.000000 Penalty: 5513.053223
	Iteration 74Q: 3 clusters Score -1.241858e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -12418588.000000 Penalty: 5513.053223
	Iteration 75Q: 3 clusters Score -1.241859e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -12418598.000000 Penalty: 5513.053223
	Iteration 76Q: 3 clusters Score -1.24186e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -12418583.000000 Penalty: 5513.053223
	Iteration 77Q: 3 clusters Score -1.241858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -12418583.000000 Penalty: 5513.053223
	Iteration 78F: 3 clusters Score -1.241858e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 2 contains 16019 members 
Mstep: Class 3 contains 982 members 
Mstep: Class 4 contains 97283 members 
Mstep: Class 5 contains 43577 members 
Mstep: Class 6 contains 43556 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 58216 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 43823 members 
Mstep: Class 12 contains 33489 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 14 contains 43030 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 11451 members 
Mstep: Class 18 contains 33119 members 
Mstep: Class 19 contains 58415 members 
Mstep: Class 20 contains 43621 members 
Mstep: Class 21 contains 59196 members 
Mstep: Class 22 contains 680 members 
Mstep: Class 23 contains 12272 members 
Mstep: Class 24 contains 7977 members 
Entering Unmasked Estep 
Score: -126813368.000000 Penalty: 80096.007812
Splitting cluster 21 changes total score from -126749408.000000 to -126813368.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 56636 members 
Mstep: Class 4 contains 97283 members 
Mstep: Class 5 contains 43577 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 31131 members 
Mstep: Class 9 contains 58216 members 
Mstep: Class 10 contains 698 members 
Mstep: Class 11 contains 43823 members 
Mstep: Class 13 contains 831 members 
Mstep: Class 14 contains 43030 members 
Mstep: Class 15 contains 612 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 19 contains 58415 members 
Mstep: Class 20 contains 43621 members 
Mstep: Class 21 contains 59196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126836168.000000 Penalty: 80096.007812
Iteration 39Q: 25 clusters Score -1.268362e+08 nChanged 46916
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 16233 members 
Mstep: Class 3 contains 945 members 
Mstep: Class 4 contains 94202 members 
Mstep: Class 5 contains 42348 members 
Mstep: Class 6 contains 40781 members 
Mstep: Class 7 contains 497 members 
Mstep: Class 8 contains 38465 members 
Mstep: Class 9 contains 55432 members 
Mstep: Class 10 contains 642 members 
Mstep: Class 11 contains 48003 members 
Mstep: Class 12 contains 31820 members 
Mstep: Class 13 contains 843 members 
Mstep: Class 14 contains 42790 members 
Mstep: Class 15 contains 611 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 12213 members 
Mstep: Class 18 contains 37068 members 
Mstep: Class 19 contains 56125 members 
Mstep: Class 20 contains 44020 members 
Mstep: Class 21 contains 58403 members 
Mstep: Class 22 contains 693 members 
Mstep: Class 23 contains 12059 members 
Mstep: Class 24 contains 7892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126858976.000000 Penalty: 80096.007812
Iteration 40F: 25 clusters Score -1.26859e+08 nChanged 43644
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 18099 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 89635 members 
Mstep: Class 5 contains 41521 members 
Mstep: Class 6 contains 41881 members 
Mstep: Class 7 contains 551 members 
Mstep: Class 8 contains 44236 members 
Mstep: Class 9 contains 50276 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 48734 members 
Mstep: Class 12 contains 37006 members 
Mstep: Class 13 contains 861 members 
Mstep: Class 14 contains 42799 members 
Mstep: Class 15 contains 630 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 12894 members 
Mstep: Class 18 contains 43073 members 
Mstep: Class 19 contains 51385 members 
Mstep: Class 20 contains 43060 members 
Mstep: Class 21 contains 55308 members 
Mstep: Class 22 contains 706 members 
Mstep: Class 23 contains 13745 members 
Mstep: Class 24 contains 8337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126881328.000000 Penalty: 80096.007812
Iteration 41F: 25 clusters Score -1.268813e+08 nChanged 31054
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 19125 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 86985 members 
Mstep: Class 5 contains 41183 members 
Mstep: Class 6 contains 42420 members 
Mstep: Class 7 contains 560 members 
Mstep: Class 8 contains 49013 members 
Mstep: Class 9 contains 46775 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 48760 members 
Mstep: Class 12 contains 41662 members 
Mstep: Class 13 contains 852 members 
Mstep: Class 14 contains 42230 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 13267 members 
Mstep: Class 18 contains 47089 members 
Mstep: Class 19 contains 47450 members 
Mstep: Class 20 contains 42801 members 
Mstep: Class 21 contains 52875 members 
Mstep: Class 22 contains 707 members 
Mstep: Class 23 contains 14649 members 
Mstep: Class 24 contains 8605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126892936.000000 Penalty: 80096.007812
Iteration 42Q: 25 clusters Score -1.268929e+08 nChanged 28575
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 19947 members 
Mstep: Class 3 contains 923 members 
Mstep: Class 4 contains 85176 members 
Mstep: Class 5 contains 40988 members 
Mstep: Class 6 contains 41384 members 
Mstep: Class 7 contains 554 members 
Mstep: Class 8 contains 52271 members 
Mstep: Class 9 contains 45203 members 
Mstep: Class 10 contains 553 members 
Mstep: Class 11 contains 48022 members 
Mstep: Class 12 contains 47238 members 
Mstep: Class 13 contains 832 members 
Mstep: Class 14 contains 40389 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 1801 members 
Mstep: Class 17 contains 13534 members 
Mstep: Class 18 contains 49804 members 
Mstep: Class 19 contains 44652 members 
Mstep: Class 20 contains 42412 members 
Mstep: Class 21 contains 51233 members 
Mstep: Class 22 contains 707 members 
Mstep: Class 23 contains 15435 members 
Mstep: Class 24 contains 8733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126897376.000000 Penalty: 80096.007812
Iteration 43Q: 25 clusters Score -1.268974e+08 nChanged 29739
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 20505 members 
Mstep: Class 3 contains 928 members 
Mstep: Class 4 contains 84152 members 
Mstep: Class 5 contains 40802 members 
Mstep: Class 6 contains 39258 members 
Mstep: Class 7 contains 550 members 
Mstep: Class 8 contains 54763 members 
Mstep: Class 9 contains 44120 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 46351 members 
Mstep: Class 12 contains 53313 members 
Mstep: Class 13 contains 805 members 
Mstep: Class 14 contains 38172 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 17 contains 13795 members 
Mstep: Class 18 contains 51769 members 
Mstep: Class 19 contains 43432 members 
Mstep: Class 20 contains 41772 members 
Mstep: Class 21 contains 50277 members 
Mstep: Class 22 contains 704 members 
Mstep: Class 23 contains 16421 members 
Mstep: Class 24 contains 8837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126894856.000000 Penalty: 80096.007812
Iteration 44Q: 25 clusters Score -1.268949e+08 nChanged 29512
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 20986 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 83478 members 
Mstep: Class 5 contains 40578 members 
Mstep: Class 6 contains 36418 members 
Mstep: Class 7 contains 548 members 
Mstep: Class 8 contains 56269 members 
Mstep: Class 9 contains 43787 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 44958 members 
Mstep: Class 12 contains 57544 members 
Mstep: Class 13 contains 777 members 
Mstep: Class 14 contains 35692 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 14077 members 
Mstep: Class 18 contains 53116 members 
Mstep: Class 19 contains 43447 members 
Mstep: Class 20 contains 41590 members 
Mstep: Class 21 contains 49795 members 
Mstep: Class 22 contains 709 members 
Mstep: Class 23 contains 17979 members 
Mstep: Class 24 contains 8889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126888296.000000 Penalty: 80096.007812
Iteration 45Q: 25 clusters Score -1.268883e+08 nChanged 28133
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 21596 members 
Mstep: Class 3 contains 929 members 
Mstep: Class 4 contains 83063 members 
Mstep: Class 5 contains 40326 members 
Mstep: Class 6 contains 33879 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 56330 members 
Mstep: Class 9 contains 43898 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 44063 members 
Mstep: Class 12 contains 59291 members 
Mstep: Class 13 contains 771 members 
Mstep: Class 14 contains 33290 members 
Mstep: Class 15 contains 668 members 
Mstep: Class 16 contains 1870 members 
Mstep: Class 17 contains 14344 members 
Mstep: Class 18 contains 53709 members 
Mstep: Class 19 contains 44230 members 
Mstep: Class 20 contains 42106 members 
Mstep: Class 21 contains 49811 members 
Mstep: Class 22 contains 710 members 
Mstep: Class 23 contains 20053 members 
Mstep: Class 24 contains 8908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126885440.000000 Penalty: 80096.007812
Iteration 46Q: 25 clusters Score -1.268854e+08 nChanged 24079
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 22379 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 82677 members 
Mstep: Class 5 contains 40246 members 
Mstep: Class 6 contains 32159 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 55206 members 
Mstep: Class 9 contains 44181 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 43910 members 
Mstep: Class 12 contains 59240 members 
Mstep: Class 13 contains 779 members 
Mstep: Class 14 contains 31231 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 1876 members 
Mstep: Class 17 contains 14655 members 
Mstep: Class 18 contains 53861 members 
Mstep: Class 19 contains 44826 members 
Mstep: Class 20 contains 42661 members 
Mstep: Class 21 contains 49980 members 
Mstep: Class 22 contains 714 members 
Mstep: Class 23 contains 22422 members 
Mstep: Class 24 contains 8955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126885248.000000 Penalty: 80096.007812
Iteration 47Q: 25 clusters Score -1.268852e+08 nChanged 19912
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 23437 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 82111 members 
Mstep: Class 5 contains 40269 members 
Mstep: Class 6 contains 31144 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 53791 members 
Mstep: Class 9 contains 44529 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 44001 members 
Mstep: Class 12 contains 58527 members 
Mstep: Class 13 contains 782 members 
Mstep: Class 14 contains 29590 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 1886 members 
Mstep: Class 17 contains 15036 members 
Mstep: Class 18 contains 53666 members 
Mstep: Class 19 contains 45101 members 
Mstep: Class 20 contains 42955 members 
Mstep: Class 21 contains 50140 members 
Mstep: Class 22 contains 713 members 
Mstep: Class 23 contains 24948 members 
Mstep: Class 24 contains 9023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126885672.000000 Penalty: 80096.007812
Iteration 48Q: 25 clusters Score -1.268857e+08 nChanged 17130
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 24555 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 81402 members 
Mstep: Class 5 contains 40358 members 
Mstep: Class 6 contains 30642 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 52427 members 
Mstep: Class 9 contains 44672 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 44188 members 
Mstep: Class 12 contains 57564 members 
Mstep: Class 13 contains 787 members 
Mstep: Class 14 contains 28359 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 15435 members 
Mstep: Class 18 contains 53235 members 
Mstep: Class 19 contains 45184 members 
Mstep: Class 20 contains 43026 members 
Mstep: Class 21 contains 50153 members 
Mstep: Class 22 contains 713 members 
Mstep: Class 23 contains 27771 members 
Mstep: Class 24 contains 9112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126886808.000000 Penalty: 80096.007812
Iteration 49Q: 25 clusters Score -1.268868e+08 nChanged 15240
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 25699 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 80484 members 
Mstep: Class 5 contains 40559 members 
Mstep: Class 6 contains 30421 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 51234 members 
Mstep: Class 9 contains 44660 members 
Mstep: Class 10 contains 527 members 
Mstep: Class 11 contains 44272 members 
Mstep: Class 12 contains 56645 members 
Mstep: Class 13 contains 791 members 
Mstep: Class 14 contains 27475 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 52730 members 
Mstep: Class 19 contains 45070 members 
Mstep: Class 20 contains 43033 members 
Mstep: Class 21 contains 50026 members 
Mstep: Class 22 contains 713 members 
Mstep: Class 23 contains 30691 members 
Mstep: Class 24 contains 9205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126889912.000000 Penalty: 80096.007812
Iteration 50Q: 25 clusters Score -1.268899e+08 nChanged 13962
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 26924 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 79454 members 
Mstep: Class 5 contains 40742 members 
Mstep: Class 6 contains 30429 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 50219 members 
Mstep: Class 9 contains 44546 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 44280 members 
Mstep: Class 12 contains 55689 members 
Mstep: Class 13 contains 792 members 
Mstep: Class 14 contains 26853 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 1896 members 
Mstep: Class 17 contains 16247 members 
Mstep: Class 18 contains 52171 members 
Mstep: Class 19 contains 44814 members 
Mstep: Class 20 contains 42988 members 
Mstep: Class 21 contains 49866 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 33649 members 
Mstep: Class 24 contains 9317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126891856.000000 Penalty: 80096.007812
Iteration 51Q: 25 clusters Score -1.268919e+08 nChanged 12870
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 28161 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 78341 members 
Mstep: Class 5 contains 40919 members 
Mstep: Class 6 contains 30532 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 49268 members 
Mstep: Class 9 contains 44314 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 44250 members 
Mstep: Class 12 contains 55124 members 
Mstep: Class 13 contains 791 members 
Mstep: Class 14 contains 26407 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 16682 members 
Mstep: Class 18 contains 51526 members 
Mstep: Class 19 contains 44362 members 
Mstep: Class 20 contains 42947 members 
Mstep: Class 21 contains 49696 members 
Mstep: Class 22 contains 717 members 
Mstep: Class 23 contains 36524 members 
Mstep: Class 24 contains 9399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126893912.000000 Penalty: 80096.007812
Iteration 52Q: 25 clusters Score -1.268939e+08 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 29392 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 77059 members 
Mstep: Class 5 contains 41053 members 
Mstep: Class 6 contains 30720 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 48624 members 
Mstep: Class 9 contains 44098 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 44119 members 
Mstep: Class 12 contains 54576 members 
Mstep: Class 13 contains 792 members 
Mstep: Class 14 contains 26084 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 1910 members 
Mstep: Class 17 contains 17125 members 
Mstep: Class 18 contains 50886 members 
Mstep: Class 19 contains 43965 members 
Mstep: Class 20 contains 42930 members 
Mstep: Class 21 contains 49540 members 
Mstep: Class 22 contains 719 members 
Mstep: Class 23 contains 39153 members 
Mstep: Class 24 contains 9457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896136.000000 Penalty: 80096.007812
Iteration 53Q: 25 clusters Score -1.268961e+08 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 30524 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 75749 members 
Mstep: Class 5 contains 41142 members 
Mstep: Class 6 contains 31036 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 48171 members 
Mstep: Class 9 contains 43864 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 44030 members 
Mstep: Class 12 contains 53928 members 
Mstep: Class 13 contains 796 members 
Mstep: Class 14 contains 25842 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 17582 members 
Mstep: Class 18 contains 50360 members 
Mstep: Class 19 contains 43644 members 
Mstep: Class 20 contains 42836 members 
Mstep: Class 21 contains 49369 members 
Mstep: Class 22 contains 722 members 
Mstep: Class 23 contains 41523 members 
Mstep: Class 24 contains 9511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126898264.000000 Penalty: 80096.007812
Iteration 54Q: 25 clusters Score -1.268983e+08 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 31492 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 74464 members 
Mstep: Class 5 contains 41289 members 
Mstep: Class 6 contains 31415 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 47938 members 
Mstep: Class 9 contains 43692 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 43847 members 
Mstep: Class 12 contains 53539 members 
Mstep: Class 13 contains 802 members 
Mstep: Class 14 contains 25612 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 1914 members 
Mstep: Class 17 contains 18041 members 
Mstep: Class 18 contains 49991 members 
Mstep: Class 19 contains 43235 members 
Mstep: Class 20 contains 42611 members 
Mstep: Class 21 contains 49140 members 
Mstep: Class 22 contains 725 members 
Mstep: Class 23 contains 43601 members 
Mstep: Class 24 contains 9548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126899888.000000 Penalty: 80096.007812
Iteration 55Q: 25 clusters Score -1.268999e+08 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 32486 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 73241 members 
Mstep: Class 5 contains 41416 members 
Mstep: Class 6 contains 31772 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 47934 members 
Mstep: Class 9 contains 43612 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 43670 members 
Mstep: Class 12 contains 53328 members 
Mstep: Class 13 contains 806 members 
Mstep: Class 14 contains 25353 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 1920 members 
Mstep: Class 17 contains 18500 members 
Mstep: Class 18 contains 49667 members 
Mstep: Class 19 contains 43014 members 
Mstep: Class 20 contains 41455 members 
Mstep: Class 21 contains 48942 members 
Mstep: Class 22 contains 728 members 
Mstep: Class 23 contains 45637 members 
Mstep: Class 24 contains 9586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900672.000000 Penalty: 80096.007812
Iteration 56Q: 25 clusters Score -1.269007e+08 nChanged 11964
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 33566 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 72068 members 
Mstep: Class 5 contains 41530 members 
Mstep: Class 6 contains 32170 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 47910 members 
Mstep: Class 9 contains 43555 members 
Mstep: Class 10 contains 522 members 
Mstep: Class 11 contains 43584 members 
Mstep: Class 12 contains 53332 members 
Mstep: Class 13 contains 809 members 
Mstep: Class 14 contains 25108 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 17 contains 18917 members 
Mstep: Class 18 contains 49492 members 
Mstep: Class 19 contains 42871 members 
Mstep: Class 20 contains 40045 members 
Mstep: Class 21 contains 48857 members 
Mstep: Class 22 contains 729 members 
Mstep: Class 23 contains 47052 members 
Mstep: Class 24 contains 9630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900576.000000 Penalty: 80096.007812
Iteration 57Q: 25 clusters Score -1.269006e+08 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 34720 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 70789 members 
Mstep: Class 5 contains 41698 members 
Mstep: Class 6 contains 32658 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 47835 members 
Mstep: Class 9 contains 43497 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 43637 members 
Mstep: Class 12 contains 53443 members 
Mstep: Class 13 contains 811 members 
Mstep: Class 14 contains 24855 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 1931 members 
Mstep: Class 17 contains 19360 members 
Mstep: Class 18 contains 49494 members 
Mstep: Class 19 contains 42866 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 48781 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 47840 members 
Mstep: Class 24 contains 9679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900000.000000 Penalty: 80096.007812
Iteration 58Q: 25 clusters Score -1.269e+08 nChanged 10475
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 35886 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 69506 members 
Mstep: Class 5 contains 41894 members 
Mstep: Class 6 contains 33119 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 47850 members 
Mstep: Class 9 contains 43494 members 
Mstep: Class 10 contains 525 members 
Mstep: Class 11 contains 43636 members 
Mstep: Class 12 contains 53638 members 
Mstep: Class 13 contains 813 members 
Mstep: Class 14 contains 24638 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 19769 members 
Mstep: Class 18 contains 49458 members 
Mstep: Class 19 contains 42935 members 
Mstep: Class 20 contains 37248 members 
Mstep: Class 21 contains 48805 members 
Mstep: Class 22 contains 734 members 
Mstep: Class 23 contains 48047 members 
Mstep: Class 24 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126899768.000000 Penalty: 80096.007812
Iteration 59Q: 25 clusters Score -1.268998e+08 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 37143 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 68140 members 
Mstep: Class 5 contains 42101 members 
Mstep: Class 6 contains 33731 members 
Mstep: Class 7 contains 547 members 
Mstep: Class 8 contains 47791 members 
Mstep: Class 9 contains 43445 members 
Mstep: Class 10 contains 524 members 
Mstep: Class 11 contains 43617 members 
Mstep: Class 12 contains 53710 members 
Mstep: Class 13 contains 817 members 
Mstep: Class 14 contains 24397 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 1953 members 
Mstep: Class 17 contains 20196 members 
Mstep: Class 18 contains 49461 members 
Mstep: Class 19 contains 43083 members 
Mstep: Class 20 contains 36155 members 
Mstep: Class 21 contains 48766 members 
Mstep: Class 22 contains 735 members 
Mstep: Class 23 contains 48028 members 
Mstep: Class 24 contains 9776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903472.000000 Penalty: 80096.007812
Iteration 60F: 25 clusters Score -1.269035e+08 nChanged 13965
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 39801 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 66315 members 
Mstep: Class 5 contains 42131 members 
Mstep: Class 6 contains 34105 members 
Mstep: Class 7 contains 549 members 
Mstep: Class 8 contains 48137 members 
Mstep: Class 9 contains 43421 members 
Mstep: Class 10 contains 513 members 
Mstep: Class 11 contains 42863 members 
Mstep: Class 12 contains 54154 members 
Mstep: Class 13 contains 817 members 
Mstep: Class 14 contains 23616 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 16 contains 1959 members 
Mstep: Class 17 contains 20647 members 
Mstep: Class 18 contains 49775 members 
Mstep: Class 19 contains 43058 members 
Mstep: Class 20 contains 33802 members 
Mstep: Class 21 contains 48578 members 
Mstep: Class 22 contains 737 members 
Mstep: Class 23 contains 49548 members 
Mstep: Class 24 contains 9819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900568.000000 Penalty: 80096.007812
Iteration 61Q: 25 clusters Score -1.269006e+08 nChanged 16009
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 42911 members 
Mstep: Class 3 contains 926 members 
Mstep: Class 4 contains 64680 members 
Mstep: Class 5 contains 42302 members 
Mstep: Class 6 contains 34596 members 
Mstep: Class 7 contains 549 members 
Mstep: Class 8 contains 48206 members 
Mstep: Class 9 contains 43557 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 42591 members 
Mstep: Class 12 contains 53908 members 
Mstep: Class 13 contains 818 members 
Mstep: Class 14 contains 22893 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 21058 members 
Mstep: Class 18 contains 49808 members 
Mstep: Class 19 contains 43164 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 48492 members 
Mstep: Class 22 contains 739 members 
Mstep: Class 23 contains 50485 members 
Mstep: Class 24 contains 9862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126899560.000000 Penalty: 80096.007812
Iteration 62Q: 25 clusters Score -1.268996e+08 nChanged 15317
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 45991 members 
Mstep: Class 3 contains 930 members 
Mstep: Class 4 contains 63175 members 
Mstep: Class 5 contains 42116 members 
Mstep: Class 6 contains 35127 members 
Mstep: Class 7 contains 545 members 
Mstep: Class 8 contains 48356 members 
Mstep: Class 9 contains 43637 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 42636 members 
Mstep: Class 12 contains 53694 members 
Mstep: Class 13 contains 822 members 
Mstep: Class 14 contains 22270 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 1982 members 
Mstep: Class 17 contains 21452 members 
Mstep: Class 18 contains 49896 members 
Mstep: Class 19 contains 43358 members 
Mstep: Class 20 contains 28553 members 
Mstep: Class 21 contains 48402 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 50991 members 
Mstep: Class 24 contains 9891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126898520.000000 Penalty: 80096.007812
Iteration 63Q: 25 clusters Score -1.268985e+08 nChanged 15631
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 48538 members 
Mstep: Class 3 contains 932 members 
Mstep: Class 4 contains 61769 members 
Mstep: Class 5 contains 41490 members 
Mstep: Class 6 contains 35856 members 
Mstep: Class 7 contains 543 members 
Mstep: Class 8 contains 48541 members 
Mstep: Class 9 contains 43803 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 42863 members 
Mstep: Class 12 contains 53873 members 
Mstep: Class 13 contains 820 members 
Mstep: Class 14 contains 21734 members 
Mstep: Class 15 contains 707 members 
Mstep: Class 16 contains 1990 members 
Mstep: Class 17 contains 21867 members 
Mstep: Class 18 contains 50099 members 
Mstep: Class 19 contains 43602 members 
Mstep: Class 20 contains 25804 members 
Mstep: Class 21 contains 48379 members 
Mstep: Class 22 contains 741 members 
Mstep: Class 23 contains 51156 members 
Mstep: Class 24 contains 9939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896040.000000 Penalty: 80096.007812
Iteration 64Q: 25 clusters Score -1.26896e+08 nChanged 15075
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 50375 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 60420 members 
Mstep: Class 5 contains 40679 members 
Mstep: Class 6 contains 36794 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 48547 members 
Mstep: Class 9 contains 43944 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43324 members 
Mstep: Class 12 contains 54273 members 
Mstep: Class 13 contains 824 members 
Mstep: Class 14 contains 21313 members 
Mstep: Class 15 contains 708 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 22313 members 
Mstep: Class 18 contains 50372 members 
Mstep: Class 19 contains 43909 members 
Mstep: Class 20 contains 23325 members 
Mstep: Class 21 contains 48460 members 
Mstep: Class 22 contains 741 members 
Mstep: Class 23 contains 51000 members 
Mstep: Class 24 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126893152.000000 Penalty: 80096.007812
Iteration 65Q: 25 clusters Score -1.268932e+08 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 51390 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 59160 members 
Mstep: Class 5 contains 39881 members 
Mstep: Class 6 contains 37870 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 48597 members 
Mstep: Class 9 contains 43942 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43972 members 
Mstep: Class 12 contains 54590 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 20947 members 
Mstep: Class 15 contains 708 members 
Mstep: Class 16 contains 2014 members 
Mstep: Class 17 contains 22764 members 
Mstep: Class 18 contains 50666 members 
Mstep: Class 19 contains 44315 members 
Mstep: Class 20 contains 21199 members 
Mstep: Class 21 contains 48633 members 
Mstep: Class 22 contains 742 members 
Mstep: Class 23 contains 50751 members 
Mstep: Class 24 contains 9994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126890064.000000 Penalty: 80096.007812
Iteration 66Q: 25 clusters Score -1.268901e+08 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 51920 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 57933 members 
Mstep: Class 5 contains 39204 members 
Mstep: Class 6 contains 39009 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 48582 members 
Mstep: Class 9 contains 43965 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44514 members 
Mstep: Class 12 contains 54805 members 
Mstep: Class 13 contains 834 members 
Mstep: Class 14 contains 20603 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 2016 members 
Mstep: Class 17 contains 23220 members 
Mstep: Class 18 contains 50907 members 
Mstep: Class 19 contains 44713 members 
Mstep: Class 20 contains 19360 members 
Mstep: Class 21 contains 48899 members 
Mstep: Class 22 contains 743 members 
Mstep: Class 23 contains 50616 members 
Mstep: Class 24 contains 10031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126888624.000000 Penalty: 80096.007812
Iteration 67Q: 25 clusters Score -1.268886e+08 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 52125 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 56721 members 
Mstep: Class 5 contains 38661 members 
Mstep: Class 6 contains 40256 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 48546 members 
Mstep: Class 9 contains 43927 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45007 members 
Mstep: Class 12 contains 54935 members 
Mstep: Class 13 contains 837 members 
Mstep: Class 14 contains 20315 members 
Mstep: Class 15 contains 708 members 
Mstep: Class 16 contains 2027 members 
Mstep: Class 17 contains 23711 members 
Mstep: Class 18 contains 51206 members 
Mstep: Class 19 contains 45046 members 
Mstep: Class 20 contains 17773 members 
Mstep: Class 21 contains 49145 members 
Mstep: Class 22 contains 744 members 
Mstep: Class 23 contains 50559 members 
Mstep: Class 24 contains 10086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126886832.000000 Penalty: 80096.007812
Iteration 68Q: 25 clusters Score -1.268868e+08 nChanged 10942
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 52143 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 55510 members 
Mstep: Class 5 contains 38310 members 
Mstep: Class 6 contains 41699 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 48522 members 
Mstep: Class 9 contains 43920 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45356 members 
Mstep: Class 12 contains 55042 members 
Mstep: Class 13 contains 841 members 
Mstep: Class 14 contains 20064 members 
Mstep: Class 15 contains 708 members 
Mstep: Class 16 contains 2037 members 
Mstep: Class 17 contains 24173 members 
Mstep: Class 18 contains 51458 members 
Mstep: Class 19 contains 45181 members 
Mstep: Class 20 contains 16378 members 
Mstep: Class 21 contains 49385 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50501 members 
Mstep: Class 24 contains 10153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126886184.000000 Penalty: 80096.007812
Iteration 69Q: 25 clusters Score -1.268862e+08 nChanged 10373
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44681 members 
Mstep: Class 2 contains 52017 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 54349 members 
Mstep: Class 5 contains 38179 members 
Mstep: Class 6 contains 43444 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 48402 members 
Mstep: Class 9 contains 43866 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45644 members 
Mstep: Class 12 contains 55104 members 
Mstep: Class 13 contains 843 members 
Mstep: Class 14 contains 19825 members 
Mstep: Class 15 contains 708 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 17 contains 24571 members 
Mstep: Class 18 contains 51717 members 
Mstep: Class 19 contains 45236 members 
Mstep: Class 20 contains 15202 members 
Mstep: Class 21 contains 49556 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 50307 members 
Mstep: Class 24 contains 10241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126885960.000000 Penalty: 80096.007812
Iteration 70Q: 25 clusters Score -1.26886e+08 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 51833 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 53343 members 
Mstep: Class 5 contains 38129 members 
Mstep: Class 6 contains 45263 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 48022 members 
Mstep: Class 9 contains 43821 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45884 members 
Mstep: Class 12 contains 55213 members 
Mstep: Class 13 contains 844 members 
Mstep: Class 14 contains 19605 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 24966 members 
Mstep: Class 18 contains 51974 members 
Mstep: Class 19 contains 45218 members 
Mstep: Class 20 contains 14219 members 
Mstep: Class 21 contains 49675 members 
Mstep: Class 22 contains 749 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 10331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126885592.000000 Penalty: 80096.007812
Iteration 71Q: 25 clusters Score -1.268856e+08 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 51628 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 52497 members 
Mstep: Class 5 contains 38217 members 
Mstep: Class 6 contains 47217 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 47561 members 
Mstep: Class 9 contains 43800 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46137 members 
Mstep: Class 12 contains 55201 members 
Mstep: Class 13 contains 846 members 
Mstep: Class 14 contains 19421 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 17 contains 25349 members 
Mstep: Class 18 contains 52205 members 
Mstep: Class 19 contains 45231 members 
Mstep: Class 20 contains 13409 members 
Mstep: Class 21 contains 49744 members 
Mstep: Class 22 contains 749 members 
Mstep: Class 23 contains 49584 members 
Mstep: Class 24 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126885688.000000 Penalty: 80096.007812
Iteration 72Q: 25 clusters Score -1.268857e+08 nChanged 9490
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 51345 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 51942 members 
Mstep: Class 5 contains 38377 members 
Mstep: Class 6 contains 49138 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 47053 members 
Mstep: Class 9 contains 43829 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46224 members 
Mstep: Class 12 contains 55184 members 
Mstep: Class 13 contains 849 members 
Mstep: Class 14 contains 19271 members 
Mstep: Class 15 contains 708 members 
Mstep: Class 16 contains 2074 members 
Mstep: Class 17 contains 25716 members 
Mstep: Class 18 contains 52408 members 
Mstep: Class 19 contains 45131 members 
Mstep: Class 20 contains 12729 members 
Mstep: Class 21 contains 49732 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 49135 members 
Mstep: Class 24 contains 10460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126885792.000000 Penalty: 80096.007812
Iteration 73Q: 25 clusters Score -1.268858e+08 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 51081 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 51486 members 
Mstep: Class 5 contains 38562 members 
Mstep: Class 6 contains 50803 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46604 members 
Mstep: Class 9 contains 43949 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46189 members 
Mstep: Class 12 contains 55104 members 
Mstep: Class 13 contains 850 members 
Mstep: Class 14 contains 19175 members 
Mstep: Class 15 contains 708 members 
Mstep: Class 16 contains 2078 members 
Mstep: Class 17 contains 26059 members 
Mstep: Class 18 contains 52550 members 
Mstep: Class 19 contains 44999 members 
Mstep: Class 20 contains 12140 members 
Mstep: Class 21 contains 49697 members 
Mstep: Class 22 contains 752 members 
Mstep: Class 23 contains 48763 members 
Mstep: Class 24 contains 10542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126885960.000000 Penalty: 80096.007812
Iteration 74Q: 25 clusters Score -1.26886e+08 nChanged 8872
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 50814 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 51167 members 
Mstep: Class 5 contains 38761 members 
Mstep: Class 6 contains 52036 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46305 members 
Mstep: Class 9 contains 44112 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46180 members 
Mstep: Class 12 contains 55020 members 
Mstep: Class 13 contains 852 members 
Mstep: Class 14 contains 19103 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 2084 members 
Mstep: Class 17 contains 26410 members 
Mstep: Class 18 contains 52649 members 
Mstep: Class 19 contains 44911 members 
Mstep: Class 20 contains 11634 members 
Mstep: Class 21 contains 49641 members 
Mstep: Class 22 contains 753 members 
Mstep: Class 23 contains 48401 members 
Mstep: Class 24 contains 10623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126886600.000000 Penalty: 80096.007812
Iteration 75Q: 25 clusters Score -1.268866e+08 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 50616 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 51046 members 
Mstep: Class 5 contains 38991 members 
Mstep: Class 6 contains 52744 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46225 members 
Mstep: Class 9 contains 44263 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46236 members 
Mstep: Class 12 contains 54852 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 19061 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 2100 members 
Mstep: Class 17 contains 26772 members 
Mstep: Class 18 contains 52780 members 
Mstep: Class 19 contains 44867 members 
Mstep: Class 20 contains 11158 members 
Mstep: Class 21 contains 49541 members 
Mstep: Class 22 contains 753 members 
Mstep: Class 23 contains 47929 members 
Mstep: Class 24 contains 10713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126886960.000000 Penalty: 80096.007812
Iteration 76Q: 25 clusters Score -1.26887e+08 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 50456 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 50943 members 
Mstep: Class 5 contains 39238 members 
Mstep: Class 6 contains 53004 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46329 members 
Mstep: Class 9 contains 44413 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 46266 members 
Mstep: Class 12 contains 54692 members 
Mstep: Class 13 contains 855 members 
Mstep: Class 14 contains 19041 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 2107 members 
Mstep: Class 17 contains 27120 members 
Mstep: Class 18 contains 52854 members 
Mstep: Class 19 contains 44825 members 
Mstep: Class 20 contains 10708 members 
Mstep: Class 21 contains 49434 members 
Mstep: Class 22 contains 754 members 
Mstep: Class 23 contains 47619 members 
Mstep: Class 24 contains 10817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126887528.000000 Penalty: 80096.007812
Iteration 77Q: 25 clusters Score -1.268875e+08 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 50367 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 50835 members 
Mstep: Class 5 contains 39518 members 
Mstep: Class 6 contains 52829 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46484 members 
Mstep: Class 9 contains 44530 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 46317 members 
Mstep: Class 12 contains 54576 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 19021 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 27442 members 
Mstep: Class 18 contains 52954 members 
Mstep: Class 19 contains 44805 members 
Mstep: Class 20 contains 10300 members 
Mstep: Class 21 contains 49381 members 
Mstep: Class 22 contains 754 members 
Mstep: Class 23 contains 47434 members 
Mstep: Class 24 contains 10930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126887952.000000 Penalty: 80096.007812
Iteration 78Q: 25 clusters Score -1.26888e+08 nChanged 7064
Entering ConstructFrom: 
Score: -126887952.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (44581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Entering Unmasked Estep 
Score: -8203104.500000 Penalty: 2654.855469
	Iteration 0F: 2 clusters Score -8203104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -8173616.500000 Penalty: 5309.710938
	Iteration 0F: 3 clusters Score -8173616 nChanged 20587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -8184840.500000 Penalty: 5309.710938
	Iteration 1F: 3 clusters Score -8184840 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -8185388.000000 Penalty: 5309.710938
	Iteration 2Q: 3 clusters Score -8185388 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -8185922.500000 Penalty: 5309.710938
	Iteration 3Q: 3 clusters Score -8185922 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -8186631.000000 Penalty: 5309.710938
	Iteration 4Q: 3 clusters Score -8186631 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -8187582.000000 Penalty: 5309.710938
	Iteration 5Q: 3 clusters Score -8187582 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -8189166.500000 Penalty: 5309.710938
	Iteration 6F: 3 clusters Score -8189166 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -8191423.500000 Penalty: 5309.710938
	Iteration 7F: 3 clusters Score -8191424 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -8194399.500000 Penalty: 5309.710938
	Iteration 8F: 3 clusters Score -8194400 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -8197356.500000 Penalty: 5309.710938
	Iteration 9F: 3 clusters Score -8197356 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8199537.500000 Penalty: 5309.710938
	Iteration 10F: 3 clusters Score -8199538 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8200734.000000 Penalty: 5309.710938
	Iteration 11Q: 3 clusters Score -8200734 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8201207.000000 Penalty: 5309.710938
	Iteration 12Q: 3 clusters Score -8201207 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8201398.000000 Penalty: 5309.710938
	Iteration 13Q: 3 clusters Score -8201398 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8201486.000000 Penalty: 5309.710938
	Iteration 14Q: 3 clusters Score -8201486 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8201512.500000 Penalty: 5309.710938
	Iteration 15Q: 3 clusters Score -8201512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8201527.500000 Penalty: 5309.710938
	Iteration 16Q: 3 clusters Score -8201528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8201528.500000 Penalty: 5309.710938
	Iteration 17Q: 3 clusters Score -8201528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8201523.500000 Penalty: 5309.710938
	Iteration 18Q: 3 clusters Score -8201524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8201535.500000 Penalty: 5309.710938
	Iteration 19Q: 3 clusters Score -8201536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8201534.000000 Penalty: 5309.710938
	Iteration 20F: 3 clusters Score -8201534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8201519.500000 Penalty: 5309.710938
	Iteration 21Q: 3 clusters Score -8201520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8201533.000000 Penalty: 5309.710938
	Iteration 22Q: 3 clusters Score -8201533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8201527.000000 Penalty: 5309.710938
	Iteration 23Q: 3 clusters Score -8201527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8201528.000000 Penalty: 5309.710938
	Iteration 24Q: 3 clusters Score -8201528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8201535.000000 Penalty: 5309.710938
	Iteration 25Q: 3 clusters Score -8201535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8201532.000000 Penalty: 5309.710938
	Iteration 26Q: 3 clusters Score -8201532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8201531.500000 Penalty: 5309.710938
	Iteration 27Q: 3 clusters Score -8201532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8201531.000000 Penalty: 5309.710938
	Iteration 28Q: 3 clusters Score -8201531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8201531.000000 Penalty: 5309.710938
	Iteration 29F: 3 clusters Score -8201531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Entering Unmasked Estep 
Score: -9349675.000000 Penalty: 2684.778809
	Iteration 0F: 2 clusters Score -9349675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -9319669.000000 Penalty: 5369.557617
	Iteration 0F: 3 clusters Score -9319669 nChanged 23258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -9332401.000000 Penalty: 5369.557617
	Iteration 1F: 3 clusters Score -9332401 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -9332966.000000 Penalty: 5369.557617
	Iteration 2Q: 3 clusters Score -9332966 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -9333552.000000 Penalty: 5369.557617
	Iteration 3Q: 3 clusters Score -9333552 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -9334163.000000 Penalty: 5369.557617
	Iteration 4Q: 3 clusters Score -9334163 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -9334870.000000 Penalty: 5369.557617
	Iteration 5Q: 3 clusters Score -9334870 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -9335867.000000 Penalty: 5369.557617
	Iteration 6Q: 3 clusters Score -9335867 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -9337316.000000 Penalty: 5369.557617
	Iteration 7F: 3 clusters Score -9337316 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -9339366.000000 Penalty: 5369.557617
	Iteration 8F: 3 clusters Score -9339366 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -9341983.000000 Penalty: 5369.557617
	Iteration 9F: 3 clusters Score -9341983 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -9344341.000000 Penalty: 5369.557617
	Iteration 10F: 3 clusters Score -9344341 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -9345755.000000 Penalty: 5369.557617
	Iteration 11Q: 3 clusters Score -9345755 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -9346367.000000 Penalty: 5369.557617
	Iteration 12Q: 3 clusters Score -9346367 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -9346598.000000 Penalty: 5369.557617
	Iteration 13Q: 3 clusters Score -9346598 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -9346728.000000 Penalty: 5369.557617
	Iteration 14Q: 3 clusters Score -9346728 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -9346856.000000 Penalty: 5369.557617
	Iteration 15Q: 3 clusters Score -9346856 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -9346903.000000 Penalty: 5369.557617
	Iteration 16Q: 3 clusters Score -9346903 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -9346916.000000 Penalty: 5369.557617
	Iteration 17Q: 3 clusters Score -9346916 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -9347023.000000 Penalty: 5369.557617
	Iteration 18Q: 3 clusters Score -9347023 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -9347090.000000 Penalty: 5369.557617
	Iteration 19Q: 3 clusters Score -9347090 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -9347154.000000 Penalty: 5369.557617
	Iteration 20F: 3 clusters Score -9347154 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -9347160.000000 Penalty: 5369.557617
	Iteration 21Q: 3 clusters Score -9347160 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -9347210.000000 Penalty: 5369.557617
	Iteration 22Q: 3 clusters Score -9347210 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -9347256.000000 Penalty: 5369.557617
	Iteration 23Q: 3 clusters Score -9347256 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -9347282.000000 Penalty: 5369.557617
	Iteration 24Q: 3 clusters Score -9347282 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -9347299.000000 Penalty: 5369.557617
	Iteration 25Q: 3 clusters Score -9347299 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -9347279.000000 Penalty: 5369.557617
	Iteration 26Q: 3 clusters Score -9347279 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -9347305.000000 Penalty: 5369.557617
	Iteration 27Q: 3 clusters Score -9347305 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -9347342.000000 Penalty: 5369.557617
	Iteration 28Q: 3 clusters Score -9347342 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -9347370.000000 Penalty: 5369.557617
	Iteration 29Q: 3 clusters Score -9347370 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -9347390.000000 Penalty: 5369.557617
	Iteration 30Q: 3 clusters Score -9347390 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -9347392.000000 Penalty: 5369.557617
	Iteration 31Q: 3 clusters Score -9347392 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -9347381.000000 Penalty: 5369.557617
	Iteration 32Q: 3 clusters Score -9347381 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -9347397.000000 Penalty: 5369.557617
	Iteration 33Q: 3 clusters Score -9347397 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -9347431.000000 Penalty: 5369.557617
	Iteration 34Q: 3 clusters Score -9347431 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -9347422.000000 Penalty: 5369.557617
	Iteration 35Q: 3 clusters Score -9347422 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -9347432.000000 Penalty: 5369.557617
	Iteration 36Q: 3 clusters Score -9347432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -9347436.000000 Penalty: 5369.557617
	Iteration 37Q: 3 clusters Score -9347436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -9347458.000000 Penalty: 5369.557617
	Iteration 38Q: 3 clusters Score -9347458 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -9347464.000000 Penalty: 5369.557617
	Iteration 39Q: 3 clusters Score -9347464 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -9347477.000000 Penalty: 5369.557617
	Iteration 40F: 3 clusters Score -9347477 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -9347491.000000 Penalty: 5369.557617
	Iteration 41Q: 3 clusters Score -9347491 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -9347487.000000 Penalty: 5369.557617
	Iteration 42Q: 3 clusters Score -9347487 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -9347487.000000 Penalty: 5369.557617
	Iteration 43Q: 3 clusters Score -9347487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -9347477.000000 Penalty: 5369.557617
	Iteration 44Q: 3 clusters Score -9347477 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -9347445.000000 Penalty: 5369.557617
	Iteration 45Q: 3 clusters Score -9347445 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -9347428.000000 Penalty: 5369.557617
	Iteration 46Q: 3 clusters Score -9347428 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -9347443.000000 Penalty: 5369.557617
	Iteration 47Q: 3 clusters Score -9347443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -9347425.000000 Penalty: 5369.557617
	Iteration 48Q: 3 clusters Score -9347425 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -9347428.000000 Penalty: 5369.557617
	Iteration 49Q: 3 clusters Score -9347428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -9347415.000000 Penalty: 5369.557617
	Iteration 50Q: 3 clusters Score -9347415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -9347429.000000 Penalty: 5369.557617
	Iteration 51Q: 3 clusters Score -9347429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -9347438.000000 Penalty: 5369.557617
	Iteration 52Q: 3 clusters Score -9347438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -9347435.000000 Penalty: 5369.557617
	Iteration 53Q: 3 clusters Score -9347435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -9347442.000000 Penalty: 5369.557617
	Iteration 54Q: 3 clusters Score -9347442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -9347441.000000 Penalty: 5369.557617
	Iteration 55Q: 3 clusters Score -9347441 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -9347434.000000 Penalty: 5369.557617
	Iteration 56Q: 3 clusters Score -9347434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -9347438.000000 Penalty: 5369.557617
	Iteration 57Q: 3 clusters Score -9347438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -9347435.000000 Penalty: 5369.557617
	Iteration 58Q: 3 clusters Score -9347435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -9347453.000000 Penalty: 5369.557617
	Iteration 59Q: 3 clusters Score -9347453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -9347458.000000 Penalty: 5369.557617
	Iteration 60F: 3 clusters Score -9347458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -9347453.000000 Penalty: 5369.557617
	Iteration 61Q: 3 clusters Score -9347453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -9347452.000000 Penalty: 5369.557617
	Iteration 62Q: 3 clusters Score -9347452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -9347464.000000 Penalty: 5369.557617
	Iteration 63Q: 3 clusters Score -9347464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -9347460.000000 Penalty: 5369.557617
	Iteration 64Q: 3 clusters Score -9347460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -9347458.000000 Penalty: 5369.557617
	Iteration 65Q: 3 clusters Score -9347458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -9347454.000000 Penalty: 5369.557617
	Iteration 66Q: 3 clusters Score -9347454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -9347452.000000 Penalty: 5369.557617
	Iteration 67Q: 3 clusters Score -9347452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -9347444.000000 Penalty: 5369.557617
	Iteration 68Q: 3 clusters Score -9347444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -9347440.000000 Penalty: 5369.557617
	Iteration 69Q: 3 clusters Score -9347440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -9347439.000000 Penalty: 5369.557617
	Iteration 70Q: 3 clusters Score -9347439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -9347430.000000 Penalty: 5369.557617
	Iteration 71Q: 3 clusters Score -9347430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -9347424.000000 Penalty: 5369.557617
	Iteration 72Q: 3 clusters Score -9347424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -9347431.000000 Penalty: 5369.557617
	Iteration 73Q: 3 clusters Score -9347431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -9347431.000000 Penalty: 5369.557617
	Iteration 74Q: 3 clusters Score -9347431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -9347421.000000 Penalty: 5369.557617
	Iteration 75Q: 3 clusters Score -9347421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -9347421.000000 Penalty: 5369.557617
	Iteration 76Q: 3 clusters Score -9347421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -9347422.000000 Penalty: 5369.557617
	Iteration 77Q: 3 clusters Score -9347422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -9347424.000000 Penalty: 5369.557617
	Iteration 78Q: 3 clusters Score -9347424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -9347425.000000 Penalty: 5369.557617
	Iteration 79Q: 3 clusters Score -9347425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -9347429.000000 Penalty: 5369.557617
	Iteration 80F: 3 clusters Score -9347429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -9347418.000000 Penalty: 5369.557617
	Iteration 81Q: 3 clusters Score -9347418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -9347418.000000 Penalty: 5369.557617
	Iteration 82Q: 3 clusters Score -9347418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -9347416.000000 Penalty: 5369.557617
	Iteration 83Q: 3 clusters Score -9347416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -9347416.000000 Penalty: 5369.557617
	Iteration 84Q: 3 clusters Score -9347416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -9347418.000000 Penalty: 5369.557617
	Iteration 85Q: 3 clusters Score -9347418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -9347418.000000 Penalty: 5369.557617
	Iteration 86Q: 3 clusters Score -9347418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -9347425.000000 Penalty: 5369.557617
	Iteration 87Q: 3 clusters Score -9347425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -9347422.000000 Penalty: 5369.557617
	Iteration 88Q: 3 clusters Score -9347422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -9347428.000000 Penalty: 5369.557617
	Iteration 89Q: 3 clusters Score -9347428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -9347436.000000 Penalty: 5369.557617
	Iteration 90Q: 3 clusters Score -9347436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -9347428.000000 Penalty: 5369.557617
	Iteration 91Q: 3 clusters Score -9347428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -9347433.000000 Penalty: 5369.557617
	Iteration 92Q: 3 clusters Score -9347433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -9347419.000000 Penalty: 5369.557617
	Iteration 93Q: 3 clusters Score -9347419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -9347433.000000 Penalty: 5369.557617
	Iteration 94Q: 3 clusters Score -9347433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -9347431.000000 Penalty: 5369.557617
	Iteration 95Q: 3 clusters Score -9347431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -9347427.000000 Penalty: 5369.557617
	Iteration 96Q: 3 clusters Score -9347427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -9347434.000000 Penalty: 5369.557617
	Iteration 97Q: 3 clusters Score -9347434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -9347416.000000 Penalty: 5369.557617
	Iteration 98Q: 3 clusters Score -9347416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -9347417.000000 Penalty: 5369.557617
	Iteration 99Q: 3 clusters Score -9347417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -9347413.000000 Penalty: 5369.557617
	Iteration 100F: 3 clusters Score -9347413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -9347411.000000 Penalty: 5369.557617
	Iteration 101Q: 3 clusters Score -9347411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -9347415.000000 Penalty: 5369.557617
	Iteration 102Q: 3 clusters Score -9347415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -9347415.000000 Penalty: 5369.557617
	Iteration 103Q: 3 clusters Score -9347415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -9347419.000000 Penalty: 5369.557617
	Iteration 104Q: 3 clusters Score -9347419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -9347419.000000 Penalty: 5369.557617
	Iteration 105Q: 3 clusters Score -9347419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -9347419.000000 Penalty: 5369.557617
	Iteration 106Q: 3 clusters Score -9347419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -9347421.000000 Penalty: 5369.557617
	Iteration 107Q: 3 clusters Score -9347421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -9347426.000000 Penalty: 5369.557617
	Iteration 108Q: 3 clusters Score -9347426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -9347425.000000 Penalty: 5369.557617
	Iteration 109Q: 3 clusters Score -9347425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -9347418.000000 Penalty: 5369.557617
	Iteration 110Q: 3 clusters Score -9347418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -9347423.000000 Penalty: 5369.557617
	Iteration 111Q: 3 clusters Score -9347423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -9347413.000000 Penalty: 5369.557617
	Iteration 112Q: 3 clusters Score -9347413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -9347418.000000 Penalty: 5369.557617
	Iteration 113Q: 3 clusters Score -9347418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -9347423.000000 Penalty: 5369.557617
	Iteration 114Q: 3 clusters Score -9347423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -9347423.000000 Penalty: 5369.557617
	Iteration 115Q: 3 clusters Score -9347423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -9347420.000000 Penalty: 5369.557617
	Iteration 116Q: 3 clusters Score -9347420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -9347425.000000 Penalty: 5369.557617
	Iteration 117Q: 3 clusters Score -9347425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -9347426.000000 Penalty: 5369.557617
	Iteration 118Q: 3 clusters Score -9347426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -9347429.000000 Penalty: 5369.557617
	Iteration 119Q: 3 clusters Score -9347429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -9347427.000000 Penalty: 5369.557617
	Iteration 120F: 3 clusters Score -9347427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -9347428.000000 Penalty: 5369.557617
	Iteration 121Q: 3 clusters Score -9347428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -9347427.000000 Penalty: 5369.557617
	Iteration 122Q: 3 clusters Score -9347427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -9347431.000000 Penalty: 5369.557617
	Iteration 123Q: 3 clusters Score -9347431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -9347430.000000 Penalty: 5369.557617
	Iteration 124Q: 3 clusters Score -9347430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -9347425.000000 Penalty: 5369.557617
	Iteration 125Q: 3 clusters Score -9347425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -9347427.000000 Penalty: 5369.557617
	Iteration 126Q: 3 clusters Score -9347427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -9347419.000000 Penalty: 5369.557617
	Iteration 127Q: 3 clusters Score -9347419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -9347425.000000 Penalty: 5369.557617
	Iteration 128Q: 3 clusters Score -9347425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -9347425.000000 Penalty: 5369.557617
	Iteration 129F: 3 clusters Score -9347425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -119985.906250 Penalty: 1696.190186
	Iteration 0F: 2 clusters Score -119985.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118202.609375 Penalty: 3392.380371
	Iteration 0F: 3 clusters Score -118202.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -118714.601562 Penalty: 3392.380371
	Iteration 1F: 3 clusters Score -118714.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -119045.015625 Penalty: 3392.380371
	Iteration 2F: 3 clusters Score -119045 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -119192.359375 Penalty: 3392.380371
	Iteration 3F: 3 clusters Score -119192.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -119243.554688 Penalty: 3392.380371
	Iteration 4Q: 3 clusters Score -119243.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -119270.898438 Penalty: 3392.380371
	Iteration 5Q: 3 clusters Score -119270.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -119281.921875 Penalty: 3392.380371
	Iteration 6Q: 3 clusters Score -119281.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119293.343750 Penalty: 3392.380371
	Iteration 7Q: 3 clusters Score -119293.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -119327.437500 Penalty: 3392.380371
	Iteration 8Q: 3 clusters Score -119327.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -119374.921875 Penalty: 3392.380371
	Iteration 9Q: 3 clusters Score -119374.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -119407.195312 Penalty: 3392.380371
	Iteration 10Q: 3 clusters Score -119407.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -119439.664062 Penalty: 3392.380371
	Iteration 11Q: 3 clusters Score -119439.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -119460.132812 Penalty: 3392.380371
	Iteration 12Q: 3 clusters Score -119460.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119475.585938 Penalty: 3392.380371
	Iteration 13Q: 3 clusters Score -119475.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -119508.562500 Penalty: 3392.380371
	Iteration 14Q: 3 clusters Score -119508.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -119534.625000 Penalty: 3392.380371
	Iteration 15Q: 3 clusters Score -119534.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119543.226562 Penalty: 3392.380371
	Iteration 16Q: 3 clusters Score -119543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119551.078125 Penalty: 3392.380371
	Iteration 17Q: 3 clusters Score -119551.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119567.578125 Penalty: 3392.380371
	Iteration 18Q: 3 clusters Score -119567.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119593.054688 Penalty: 3392.380371
	Iteration 19Q: 3 clusters Score -119593.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -119606.742188 Penalty: 3392.380371
	Iteration 20F: 3 clusters Score -119606.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -119620.687500 Penalty: 3392.380371
	Iteration 21Q: 3 clusters Score -119620.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -119628.671875 Penalty: 3392.380371
	Iteration 22Q: 3 clusters Score -119628.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -119634.468750 Penalty: 3392.380371
	Iteration 23Q: 3 clusters Score -119634.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119645.171875 Penalty: 3392.380371
	Iteration 24Q: 3 clusters Score -119645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -119652.531250 Penalty: 3392.380371
	Iteration 25Q: 3 clusters Score -119652.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119663.453125 Penalty: 3392.380371
	Iteration 26Q: 3 clusters Score -119663.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119672.554688 Penalty: 3392.380371
	Iteration 27Q: 3 clusters Score -119672.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -119697.859375 Penalty: 3392.380371
	Iteration 28Q: 3 clusters Score -119697.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -119709.960938 Penalty: 3392.380371
	Iteration 29Q: 3 clusters Score -119710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119712.406250 Penalty: 3392.380371
	Iteration 30Q: 3 clusters Score -119712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -119713.226562 Penalty: 3392.380371
	Iteration 31Q: 3 clusters Score -119713.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -119722.359375 Penalty: 3392.380371
	Iteration 32Q: 3 clusters Score -119722.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119729.828125 Penalty: 3392.380371
	Iteration 33Q: 3 clusters Score -119729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -119746.742188 Penalty: 3392.380371
	Iteration 34Q: 3 clusters Score -119746.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119778.437500 Penalty: 3392.380371
	Iteration 35Q: 3 clusters Score -119778.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -119817.210938 Penalty: 3392.380371
	Iteration 36Q: 3 clusters Score -119817.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119861.343750 Penalty: 3392.380371
	Iteration 37Q: 3 clusters Score -119861.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -119899.226562 Penalty: 3392.380371
	Iteration 38Q: 3 clusters Score -119899.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119918.945312 Penalty: 3392.380371
	Iteration 39Q: 3 clusters Score -119918.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119946.328125 Penalty: 3392.380371
	Iteration 40F: 3 clusters Score -119946.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -119975.453125 Penalty: 3392.380371
	Iteration 41Q: 3 clusters Score -119975.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119994.875000 Penalty: 3392.380371
	Iteration 42Q: 3 clusters Score -119994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120013.546875 Penalty: 3392.380371
	Iteration 43Q: 3 clusters Score -120013.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -120038.976562 Penalty: 3392.380371
	Iteration 44Q: 3 clusters Score -120039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120070.070312 Penalty: 3392.380371
	Iteration 45Q: 3 clusters Score -120070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -120110.179688 Penalty: 3392.380371
	Iteration 46Q: 3 clusters Score -120110.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120163.898438 Penalty: 3392.380371
	Iteration 47Q: 3 clusters Score -120163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -120207.648438 Penalty: 3392.380371
	Iteration 48Q: 3 clusters Score -120207.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -120273.625000 Penalty: 3392.380371
	Iteration 49Q: 3 clusters Score -120273.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120308.734375 Penalty: 3392.380371
	Iteration 50Q: 3 clusters Score -120308.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -120371.968750 Penalty: 3392.380371
	Iteration 51Q: 3 clusters Score -120372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120436.179688 Penalty: 3392.380371
	Iteration 52Q: 3 clusters Score -120436.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -120477.460938 Penalty: 3392.380371
	Iteration 53Q: 3 clusters Score -120477.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -120506.906250 Penalty: 3392.380371
	Iteration 54Q: 3 clusters Score -120506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -120526.531250 Penalty: 3392.380371
	Iteration 55Q: 3 clusters Score -120526.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120532.835938 Penalty: 3392.380371
	Iteration 56Q: 3 clusters Score -120532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -120545.484375 Penalty: 3392.380371
	Iteration 57Q: 3 clusters Score -120545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120546.382812 Penalty: 3392.380371
	Iteration 58Q: 3 clusters Score -120546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120559.828125 Penalty: 3392.380371
	Iteration 59F: 3 clusters Score -120559.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -120588.023438 Penalty: 3392.380371
	Iteration 60F: 3 clusters Score -120588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -120591.710938 Penalty: 3392.380371
	Iteration 61Q: 3 clusters Score -120591.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -120600.390625 Penalty: 3392.380371
	Iteration 62Q: 3 clusters Score -120600.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -120621.859375 Penalty: 3392.380371
	Iteration 63Q: 3 clusters Score -120621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -120623.468750 Penalty: 3392.380371
	Iteration 64Q: 3 clusters Score -120623.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -120623.468750 Penalty: 3392.380371
	Iteration 65F: 3 clusters Score -120623.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 50298 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 50660 members 
Mstep: Class 5 contains 39792 members 
Mstep: Class 6 contains 52401 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46732 members 
Mstep: Class 9 contains 44691 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46405 members 
Mstep: Class 12 contains 54486 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 19018 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 2119 members 
Mstep: Class 17 contains 27745 members 
Mstep: Class 18 contains 52971 members 
Mstep: Class 19 contains 44779 members 
Mstep: Class 20 contains 9954 members 
Mstep: Class 21 contains 49316 members 
Mstep: Class 22 contains 754 members 
Mstep: Class 23 contains 47366 members 
Mstep: Class 24 contains 11056 members 
Mstep: Class 25 contains 452 members 
Entering Unmasked Estep 
Score: -126886832.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126887952.000000 to -126886832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (50660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Entering Unmasked Estep 
Score: -9242275.000000 Penalty: 2686.557129
	Iteration 0F: 2 clusters Score -9242275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -9210915.000000 Penalty: 5373.114258
	Iteration 0F: 3 clusters Score -9210915 nChanged 23404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -9223949.000000 Penalty: 5373.114258
	Iteration 1F: 3 clusters Score -9223949 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -9224615.000000 Penalty: 5373.114258
	Iteration 2Q: 3 clusters Score -9224615 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -9225417.000000 Penalty: 5373.114258
	Iteration 3Q: 3 clusters Score -9225417 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -9226264.000000 Penalty: 5373.114258
	Iteration 4Q: 3 clusters Score -9226264 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -9227430.000000 Penalty: 5373.114258
	Iteration 5Q: 3 clusters Score -9227430 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -9228997.000000 Penalty: 5373.114258
	Iteration 6F: 3 clusters Score -9228997 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -9231063.000000 Penalty: 5373.114258
	Iteration 7F: 3 clusters Score -9231063 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -9233298.000000 Penalty: 5373.114258
	Iteration 8F: 3 clusters Score -9233298 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -9235615.000000 Penalty: 5373.114258
	Iteration 9F: 3 clusters Score -9235615 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -9237624.000000 Penalty: 5373.114258
	Iteration 10Q: 3 clusters Score -9237624 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -9238876.000000 Penalty: 5373.114258
	Iteration 11Q: 3 clusters Score -9238876 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -9239467.000000 Penalty: 5373.114258
	Iteration 12Q: 3 clusters Score -9239467 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -9239773.000000 Penalty: 5373.114258
	Iteration 13Q: 3 clusters Score -9239773 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -9239916.000000 Penalty: 5373.114258
	Iteration 14Q: 3 clusters Score -9239916 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -9240055.000000 Penalty: 5373.114258
	Iteration 15Q: 3 clusters Score -9240055 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -9240145.000000 Penalty: 5373.114258
	Iteration 16Q: 3 clusters Score -9240145 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -9240228.000000 Penalty: 5373.114258
	Iteration 17Q: 3 clusters Score -9240228 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -9240290.000000 Penalty: 5373.114258
	Iteration 18Q: 3 clusters Score -9240290 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -9240318.000000 Penalty: 5373.114258
	Iteration 19Q: 3 clusters Score -9240318 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -9240308.000000 Penalty: 5373.114258
	Iteration 20F: 3 clusters Score -9240308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -9240317.000000 Penalty: 5373.114258
	Iteration 21Q: 3 clusters Score -9240317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -9240340.000000 Penalty: 5373.114258
	Iteration 22Q: 3 clusters Score -9240340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -9240358.000000 Penalty: 5373.114258
	Iteration 23Q: 3 clusters Score -9240358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -9240378.000000 Penalty: 5373.114258
	Iteration 24Q: 3 clusters Score -9240378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -9240378.000000 Penalty: 5373.114258
	Iteration 25Q: 3 clusters Score -9240378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -9240381.000000 Penalty: 5373.114258
	Iteration 26Q: 3 clusters Score -9240381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -9240371.000000 Penalty: 5373.114258
	Iteration 27Q: 3 clusters Score -9240371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -9240370.000000 Penalty: 5373.114258
	Iteration 28Q: 3 clusters Score -9240370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -9240380.000000 Penalty: 5373.114258
	Iteration 29Q: 3 clusters Score -9240380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -9240388.000000 Penalty: 5373.114258
	Iteration 30Q: 3 clusters Score -9240388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -9240385.000000 Penalty: 5373.114258
	Iteration 31Q: 3 clusters Score -9240385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -9240389.000000 Penalty: 5373.114258
	Iteration 32Q: 3 clusters Score -9240389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -9240400.000000 Penalty: 5373.114258
	Iteration 33Q: 3 clusters Score -9240400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -9240397.000000 Penalty: 5373.114258
	Iteration 34Q: 3 clusters Score -9240397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -9240394.000000 Penalty: 5373.114258
	Iteration 35Q: 3 clusters Score -9240394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -9240392.000000 Penalty: 5373.114258
	Iteration 36Q: 3 clusters Score -9240392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -9240395.000000 Penalty: 5373.114258
	Iteration 37Q: 3 clusters Score -9240395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -9240398.000000 Penalty: 5373.114258
	Iteration 38Q: 3 clusters Score -9240398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -9240393.000000 Penalty: 5373.114258
	Iteration 39Q: 3 clusters Score -9240393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -9240404.000000 Penalty: 5373.114258
	Iteration 40F: 3 clusters Score -9240404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -9240415.000000 Penalty: 5373.114258
	Iteration 41Q: 3 clusters Score -9240415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -9240417.000000 Penalty: 5373.114258
	Iteration 42Q: 3 clusters Score -9240417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -9240415.000000 Penalty: 5373.114258
	Iteration 43Q: 3 clusters Score -9240415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 49947 members 
Entering Unmasked Estep 
Score: -9240408.000000 Penalty: 5373.114258
	Iteration 44Q: 3 clusters Score -9240408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -9240404.000000 Penalty: 5373.114258
	Iteration 45Q: 3 clusters Score -9240404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -9240415.000000 Penalty: 5373.114258
	Iteration 46Q: 3 clusters Score -9240415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -9240414.000000 Penalty: 5373.114258
	Iteration 47Q: 3 clusters Score -9240414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -9240419.000000 Penalty: 5373.114258
	Iteration 48Q: 3 clusters Score -9240419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 49961 members 
Entering Unmasked Estep 
Score: -9240419.000000 Penalty: 5373.114258
	Iteration 49F: 3 clusters Score -9240419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Entering Unmasked Estep 
Score: -7333222.000000 Penalty: 2626.672363
	Iteration 0F: 2 clusters Score -7333222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -7306597.000000 Penalty: 5253.344727
	Iteration 0F: 3 clusters Score -7306597 nChanged 17998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -7316363.000000 Penalty: 5253.344727
	Iteration 1F: 3 clusters Score -7316363 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -7316788.500000 Penalty: 5253.344727
	Iteration 2Q: 3 clusters Score -7316788 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -7317250.000000 Penalty: 5253.344727
	Iteration 3Q: 3 clusters Score -7317250 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -7317696.500000 Penalty: 5253.344727
	Iteration 4Q: 3 clusters Score -7317696 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -7318321.500000 Penalty: 5253.344727
	Iteration 5Q: 3 clusters Score -7318322 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -7319210.500000 Penalty: 5253.344727
	Iteration 6Q: 3 clusters Score -7319210 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -7320452.000000 Penalty: 5253.344727
	Iteration 7Q: 3 clusters Score -7320452 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -7321813.000000 Penalty: 5253.344727
	Iteration 8Q: 3 clusters Score -7321813 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -7323133.500000 Penalty: 5253.344727
	Iteration 9Q: 3 clusters Score -7323134 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -7324348.500000 Penalty: 5253.344727
	Iteration 10Q: 3 clusters Score -7324348 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -7325345.500000 Penalty: 5253.344727
	Iteration 11Q: 3 clusters Score -7325346 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -7325979.000000 Penalty: 5253.344727
	Iteration 12Q: 3 clusters Score -7325979 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -7326482.000000 Penalty: 5253.344727
	Iteration 13Q: 3 clusters Score -7326482 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -7326746.000000 Penalty: 5253.344727
	Iteration 14Q: 3 clusters Score -7326746 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -7326918.000000 Penalty: 5253.344727
	Iteration 15Q: 3 clusters Score -7326918 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -7326985.500000 Penalty: 5253.344727
	Iteration 16Q: 3 clusters Score -7326986 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -7327055.000000 Penalty: 5253.344727
	Iteration 17Q: 3 clusters Score -7327055 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -7327104.500000 Penalty: 5253.344727
	Iteration 18Q: 3 clusters Score -7327104 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -7327160.000000 Penalty: 5253.344727
	Iteration 19Q: 3 clusters Score -7327160 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -7327223.000000 Penalty: 5253.344727
	Iteration 20F: 3 clusters Score -7327223 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -7327280.000000 Penalty: 5253.344727
	Iteration 21Q: 3 clusters Score -7327280 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -7327346.500000 Penalty: 5253.344727
	Iteration 22Q: 3 clusters Score -7327346 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -7327419.000000 Penalty: 5253.344727
	Iteration 23Q: 3 clusters Score -7327419 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -7327526.000000 Penalty: 5253.344727
	Iteration 24Q: 3 clusters Score -7327526 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -7327627.000000 Penalty: 5253.344727
	Iteration 25Q: 3 clusters Score -7327627 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -7327711.000000 Penalty: 5253.344727
	Iteration 26Q: 3 clusters Score -7327711 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -7327830.000000 Penalty: 5253.344727
	Iteration 27Q: 3 clusters Score -7327830 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -7327981.000000 Penalty: 5253.344727
	Iteration 28Q: 3 clusters Score -7327981 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -7328118.000000 Penalty: 5253.344727
	Iteration 29Q: 3 clusters Score -7328118 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -7328266.500000 Penalty: 5253.344727
	Iteration 30Q: 3 clusters Score -7328266 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -7328434.500000 Penalty: 5253.344727
	Iteration 31Q: 3 clusters Score -7328434 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -7328605.500000 Penalty: 5253.344727
	Iteration 32Q: 3 clusters Score -7328606 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -7328768.000000 Penalty: 5253.344727
	Iteration 33Q: 3 clusters Score -7328768 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -7328984.000000 Penalty: 5253.344727
	Iteration 34Q: 3 clusters Score -7328984 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -7329210.000000 Penalty: 5253.344727
	Iteration 35Q: 3 clusters Score -7329210 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -7329411.000000 Penalty: 5253.344727
	Iteration 36Q: 3 clusters Score -7329411 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -7329608.000000 Penalty: 5253.344727
	Iteration 37Q: 3 clusters Score -7329608 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -7329805.000000 Penalty: 5253.344727
	Iteration 38Q: 3 clusters Score -7329805 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -7329985.500000 Penalty: 5253.344727
	Iteration 39Q: 3 clusters Score -7329986 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -7330128.500000 Penalty: 5253.344727
	Iteration 40F: 3 clusters Score -7330128 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -7330288.500000 Penalty: 5253.344727
	Iteration 41Q: 3 clusters Score -7330288 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -7330405.500000 Penalty: 5253.344727
	Iteration 42Q: 3 clusters Score -7330406 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -7330505.500000 Penalty: 5253.344727
	Iteration 43Q: 3 clusters Score -7330506 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -7330593.000000 Penalty: 5253.344727
	Iteration 44Q: 3 clusters Score -7330593 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -7330652.500000 Penalty: 5253.344727
	Iteration 45Q: 3 clusters Score -7330652 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -7330711.000000 Penalty: 5253.344727
	Iteration 46Q: 3 clusters Score -7330711 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -7330748.000000 Penalty: 5253.344727
	Iteration 47Q: 3 clusters Score -7330748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -7330783.000000 Penalty: 5253.344727
	Iteration 48Q: 3 clusters Score -7330783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -7330796.000000 Penalty: 5253.344727
	Iteration 49Q: 3 clusters Score -7330796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -7330807.500000 Penalty: 5253.344727
	Iteration 50Q: 3 clusters Score -7330808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -7330827.500000 Penalty: 5253.344727
	Iteration 51Q: 3 clusters Score -7330828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -7330843.500000 Penalty: 5253.344727
	Iteration 52Q: 3 clusters Score -7330844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -7330847.500000 Penalty: 5253.344727
	Iteration 53Q: 3 clusters Score -7330848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7330859.000000 Penalty: 5253.344727
	Iteration 54Q: 3 clusters Score -7330859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -7330865.000000 Penalty: 5253.344727
	Iteration 55Q: 3 clusters Score -7330865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -7330856.500000 Penalty: 5253.344727
	Iteration 56Q: 3 clusters Score -7330856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -7330858.500000 Penalty: 5253.344727
	Iteration 57Q: 3 clusters Score -7330858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -7330860.500000 Penalty: 5253.344727
	Iteration 58Q: 3 clusters Score -7330860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -7330869.500000 Penalty: 5253.344727
	Iteration 59Q: 3 clusters Score -7330870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -7330864.500000 Penalty: 5253.344727
	Iteration 60F: 3 clusters Score -7330864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -7330868.500000 Penalty: 5253.344727
	Iteration 61Q: 3 clusters Score -7330868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -7330872.000000 Penalty: 5253.344727
	Iteration 62Q: 3 clusters Score -7330872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -7330876.500000 Penalty: 5253.344727
	Iteration 63Q: 3 clusters Score -7330876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -7330878.000000 Penalty: 5253.344727
	Iteration 64Q: 3 clusters Score -7330878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -7330877.500000 Penalty: 5253.344727
	Iteration 65Q: 3 clusters Score -7330878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7330877.500000 Penalty: 5253.344727
	Iteration 66Q: 3 clusters Score -7330878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -7330876.500000 Penalty: 5253.344727
	Iteration 67Q: 3 clusters Score -7330876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -7330880.500000 Penalty: 5253.344727
	Iteration 68Q: 3 clusters Score -7330880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -7330888.500000 Penalty: 5253.344727
	Iteration 69Q: 3 clusters Score -7330888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -7330893.000000 Penalty: 5253.344727
	Iteration 70Q: 3 clusters Score -7330893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -7330894.000000 Penalty: 5253.344727
	Iteration 71Q: 3 clusters Score -7330894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -7330890.000000 Penalty: 5253.344727
	Iteration 72Q: 3 clusters Score -7330890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -7330892.500000 Penalty: 5253.344727
	Iteration 73Q: 3 clusters Score -7330892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -7330897.500000 Penalty: 5253.344727
	Iteration 74Q: 3 clusters Score -7330898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -7330907.500000 Penalty: 5253.344727
	Iteration 75Q: 3 clusters Score -7330908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -7330905.500000 Penalty: 5253.344727
	Iteration 76Q: 3 clusters Score -7330906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -7330908.500000 Penalty: 5253.344727
	Iteration 77Q: 3 clusters Score -7330908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -7330908.500000 Penalty: 5253.344727
	Iteration 78Q: 3 clusters Score -7330908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -7330909.000000 Penalty: 5253.344727
	Iteration 79Q: 3 clusters Score -7330909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -7330902.000000 Penalty: 5253.344727
	Iteration 80F: 3 clusters Score -7330902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -7330911.000000 Penalty: 5253.344727
	Iteration 81Q: 3 clusters Score -7330911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -7330923.500000 Penalty: 5253.344727
	Iteration 82Q: 3 clusters Score -7330924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -7330921.500000 Penalty: 5253.344727
	Iteration 83Q: 3 clusters Score -7330922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -7330924.500000 Penalty: 5253.344727
	Iteration 84Q: 3 clusters Score -7330924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -7330926.500000 Penalty: 5253.344727
	Iteration 85Q: 3 clusters Score -7330926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -7330926.500000 Penalty: 5253.344727
	Iteration 86F: 3 clusters Score -7330926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Entering Unmasked Estep 
Score: -9631687.000000 Penalty: 2694.937012
	Iteration 0F: 2 clusters Score -9631687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -9600166.000000 Penalty: 5389.874023
	Iteration 0F: 3 clusters Score -9600166 nChanged 24199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -9613411.000000 Penalty: 5389.874023
	Iteration 1F: 3 clusters Score -9613411 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -9614059.000000 Penalty: 5389.874023
	Iteration 2Q: 3 clusters Score -9614059 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -9614843.000000 Penalty: 5389.874023
	Iteration 3Q: 3 clusters Score -9614843 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -9615994.000000 Penalty: 5389.874023
	Iteration 4Q: 3 clusters Score -9615994 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -9617502.000000 Penalty: 5389.874023
	Iteration 5Q: 3 clusters Score -9617502 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -9619312.000000 Penalty: 5389.874023
	Iteration 6F: 3 clusters Score -9619312 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -9621441.000000 Penalty: 5389.874023
	Iteration 7F: 3 clusters Score -9621441 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -9623609.000000 Penalty: 5389.874023
	Iteration 8F: 3 clusters Score -9623609 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -9625575.000000 Penalty: 5389.874023
	Iteration 9F: 3 clusters Score -9625575 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -9627009.000000 Penalty: 5389.874023
	Iteration 10Q: 3 clusters Score -9627009 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -9627893.000000 Penalty: 5389.874023
	Iteration 11Q: 3 clusters Score -9627893 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -9628367.000000 Penalty: 5389.874023
	Iteration 12Q: 3 clusters Score -9628367 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -9628539.000000 Penalty: 5389.874023
	Iteration 13Q: 3 clusters Score -9628539 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -9628696.000000 Penalty: 5389.874023
	Iteration 14Q: 3 clusters Score -9628696 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -9628827.000000 Penalty: 5389.874023
	Iteration 15Q: 3 clusters Score -9628827 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -9628882.000000 Penalty: 5389.874023
	Iteration 16Q: 3 clusters Score -9628882 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -9628942.000000 Penalty: 5389.874023
	Iteration 17Q: 3 clusters Score -9628942 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -9629015.000000 Penalty: 5389.874023
	Iteration 18Q: 3 clusters Score -9629015 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -9629059.000000 Penalty: 5389.874023
	Iteration 19Q: 3 clusters Score -9629059 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -9629142.000000 Penalty: 5389.874023
	Iteration 20F: 3 clusters Score -9629142 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -9629161.000000 Penalty: 5389.874023
	Iteration 21Q: 3 clusters Score -9629161 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -9629203.000000 Penalty: 5389.874023
	Iteration 22Q: 3 clusters Score -9629203 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -9629230.000000 Penalty: 5389.874023
	Iteration 23Q: 3 clusters Score -9629230 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -9629250.000000 Penalty: 5389.874023
	Iteration 24Q: 3 clusters Score -9629250 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -9629280.000000 Penalty: 5389.874023
	Iteration 25Q: 3 clusters Score -9629280 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -9629306.000000 Penalty: 5389.874023
	Iteration 26Q: 3 clusters Score -9629306 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -9629349.000000 Penalty: 5389.874023
	Iteration 27Q: 3 clusters Score -9629349 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -9629365.000000 Penalty: 5389.874023
	Iteration 28Q: 3 clusters Score -9629365 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -9629362.000000 Penalty: 5389.874023
	Iteration 29Q: 3 clusters Score -9629362 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -9629371.000000 Penalty: 5389.874023
	Iteration 30Q: 3 clusters Score -9629371 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -9629422.000000 Penalty: 5389.874023
	Iteration 31Q: 3 clusters Score -9629422 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -9629464.000000 Penalty: 5389.874023
	Iteration 32Q: 3 clusters Score -9629464 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -9629486.000000 Penalty: 5389.874023
	Iteration 33Q: 3 clusters Score -9629486 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -9629492.000000 Penalty: 5389.874023
	Iteration 34Q: 3 clusters Score -9629492 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -9629540.000000 Penalty: 5389.874023
	Iteration 35Q: 3 clusters Score -9629540 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -9629570.000000 Penalty: 5389.874023
	Iteration 36Q: 3 clusters Score -9629570 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -9629606.000000 Penalty: 5389.874023
	Iteration 37Q: 3 clusters Score -9629606 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -9629625.000000 Penalty: 5389.874023
	Iteration 38Q: 3 clusters Score -9629625 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -9629662.000000 Penalty: 5389.874023
	Iteration 39Q: 3 clusters Score -9629662 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -9629675.000000 Penalty: 5389.874023
	Iteration 40F: 3 clusters Score -9629675 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -9629712.000000 Penalty: 5389.874023
	Iteration 41Q: 3 clusters Score -9629712 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -9629745.000000 Penalty: 5389.874023
	Iteration 42Q: 3 clusters Score -9629745 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -9629772.000000 Penalty: 5389.874023
	Iteration 43Q: 3 clusters Score -9629772 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -9629781.000000 Penalty: 5389.874023
	Iteration 44Q: 3 clusters Score -9629781 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -9629821.000000 Penalty: 5389.874023
	Iteration 45Q: 3 clusters Score -9629821 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -9629859.000000 Penalty: 5389.874023
	Iteration 46Q: 3 clusters Score -9629859 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -9629879.000000 Penalty: 5389.874023
	Iteration 47Q: 3 clusters Score -9629879 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -9629923.000000 Penalty: 5389.874023
	Iteration 48Q: 3 clusters Score -9629923 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -9629955.000000 Penalty: 5389.874023
	Iteration 49Q: 3 clusters Score -9629955 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -9629955.000000 Penalty: 5389.874023
	Iteration 50Q: 3 clusters Score -9629955 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -9629963.000000 Penalty: 5389.874023
	Iteration 51Q: 3 clusters Score -9629963 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -9629985.000000 Penalty: 5389.874023
	Iteration 52Q: 3 clusters Score -9629985 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -9630022.000000 Penalty: 5389.874023
	Iteration 53Q: 3 clusters Score -9630022 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -9630062.000000 Penalty: 5389.874023
	Iteration 54Q: 3 clusters Score -9630062 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -9630122.000000 Penalty: 5389.874023
	Iteration 55Q: 3 clusters Score -9630122 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -9630150.000000 Penalty: 5389.874023
	Iteration 56Q: 3 clusters Score -9630150 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -9630214.000000 Penalty: 5389.874023
	Iteration 57Q: 3 clusters Score -9630214 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -9630286.000000 Penalty: 5389.874023
	Iteration 58Q: 3 clusters Score -9630286 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -9630343.000000 Penalty: 5389.874023
	Iteration 59Q: 3 clusters Score -9630343 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -9630370.000000 Penalty: 5389.874023
	Iteration 60F: 3 clusters Score -9630370 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -9630433.000000 Penalty: 5389.874023
	Iteration 61Q: 3 clusters Score -9630433 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -9630477.000000 Penalty: 5389.874023
	Iteration 62Q: 3 clusters Score -9630477 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -9630499.000000 Penalty: 5389.874023
	Iteration 63Q: 3 clusters Score -9630499 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -9630492.000000 Penalty: 5389.874023
	Iteration 64Q: 3 clusters Score -9630492 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -9630485.000000 Penalty: 5389.874023
	Iteration 65Q: 3 clusters Score -9630485 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -9630438.000000 Penalty: 5389.874023
	Iteration 66Q: 3 clusters Score -9630438 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -9630412.000000 Penalty: 5389.874023
	Iteration 67Q: 3 clusters Score -9630412 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -9630374.000000 Penalty: 5389.874023
	Iteration 68Q: 3 clusters Score -9630374 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -9630227.000000 Penalty: 5389.874023
	Iteration 69Q: 3 clusters Score -9630227 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -9630200.000000 Penalty: 5389.874023
	Iteration 70Q: 3 clusters Score -9630200 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -9630112.000000 Penalty: 5389.874023
	Iteration 71Q: 3 clusters Score -9630112 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -9630027.000000 Penalty: 5389.874023
	Iteration 72Q: 3 clusters Score -9630027 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -9629967.000000 Penalty: 5389.874023
	Iteration 73Q: 3 clusters Score -9629967 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -9629907.000000 Penalty: 5389.874023
	Iteration 74Q: 3 clusters Score -9629907 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -9629891.000000 Penalty: 5389.874023
	Iteration 75Q: 3 clusters Score -9629891 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -9629857.000000 Penalty: 5389.874023
	Iteration 76Q: 3 clusters Score -9629857 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -9629839.000000 Penalty: 5389.874023
	Iteration 77Q: 3 clusters Score -9629839 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -9629838.000000 Penalty: 5389.874023
	Iteration 78Q: 3 clusters Score -9629838 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -9629814.000000 Penalty: 5389.874023
	Iteration 79Q: 3 clusters Score -9629814 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -9629808.000000 Penalty: 5389.874023
	Iteration 80F: 3 clusters Score -9629808 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -9629802.000000 Penalty: 5389.874023
	Iteration 81Q: 3 clusters Score -9629802 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -9629799.000000 Penalty: 5389.874023
	Iteration 82Q: 3 clusters Score -9629799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -9629804.000000 Penalty: 5389.874023
	Iteration 83Q: 3 clusters Score -9629804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -9629831.000000 Penalty: 5389.874023
	Iteration 84Q: 3 clusters Score -9629831 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -9629827.000000 Penalty: 5389.874023
	Iteration 85Q: 3 clusters Score -9629827 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -9629830.000000 Penalty: 5389.874023
	Iteration 86Q: 3 clusters Score -9629830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -9629847.000000 Penalty: 5389.874023
	Iteration 87Q: 3 clusters Score -9629847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -9629831.000000 Penalty: 5389.874023
	Iteration 88Q: 3 clusters Score -9629831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -9629851.000000 Penalty: 5389.874023
	Iteration 89Q: 3 clusters Score -9629851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -9629851.000000 Penalty: 5389.874023
	Iteration 90Q: 3 clusters Score -9629851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -9629847.000000 Penalty: 5389.874023
	Iteration 91Q: 3 clusters Score -9629847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 51497 members 
Entering Unmasked Estep 
Score: -9629859.000000 Penalty: 5389.874023
	Iteration 92Q: 3 clusters Score -9629859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 51517 members 
Entering Unmasked Estep 
Score: -9629863.000000 Penalty: 5389.874023
	Iteration 93Q: 3 clusters Score -9629863 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -9629856.000000 Penalty: 5389.874023
	Iteration 94Q: 3 clusters Score -9629856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -9629843.000000 Penalty: 5389.874023
	Iteration 95Q: 3 clusters Score -9629843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -9629843.000000 Penalty: 5389.874023
	Iteration 96Q: 3 clusters Score -9629843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -9629849.000000 Penalty: 5389.874023
	Iteration 97Q: 3 clusters Score -9629849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -9629847.000000 Penalty: 5389.874023
	Iteration 98Q: 3 clusters Score -9629847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -9629836.000000 Penalty: 5389.874023
	Iteration 99Q: 3 clusters Score -9629836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -9629846.000000 Penalty: 5389.874023
	Iteration 100F: 3 clusters Score -9629846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -9629838.000000 Penalty: 5389.874023
	Iteration 101Q: 3 clusters Score -9629838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -9629848.000000 Penalty: 5389.874023
	Iteration 102Q: 3 clusters Score -9629848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -9629844.000000 Penalty: 5389.874023
	Iteration 103Q: 3 clusters Score -9629844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -9629835.000000 Penalty: 5389.874023
	Iteration 104Q: 3 clusters Score -9629835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -9629834.000000 Penalty: 5389.874023
	Iteration 105Q: 3 clusters Score -9629834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -9629834.000000 Penalty: 5389.874023
	Iteration 106Q: 3 clusters Score -9629834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -9629834.000000 Penalty: 5389.874023
	Iteration 107F: 3 clusters Score -9629834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -51000.335938 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -51000.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -49686.914062 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -49686.91 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -50064.140625 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -50064.14 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -50323.312500 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -50323.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -50782.011719 Penalty: 3122.451904
	Iteration 3F: 3 clusters Score -50782.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -51108.664062 Penalty: 3122.451904
	Iteration 4F: 3 clusters Score -51108.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -51408.363281 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -51408.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -51602.953125 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -51602.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -51666.277344 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -51666.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -51677.085938 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -51677.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -51727.917969 Penalty: 3122.451904
	Iteration 9F: 3 clusters Score -51727.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -51895.191406 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -51895.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -51938.761719 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -51938.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -51948.570312 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -51948.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -51948.570312 Penalty: 3122.451904
	Iteration 13F: 3 clusters Score -51948.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 50298 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 50660 members 
Mstep: Class 5 contains 39792 members 
Mstep: Class 6 contains 52401 members 
Mstep: Class 7 contains 148 members 
Mstep: Class 8 contains 46732 members 
Mstep: Class 9 contains 44691 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46405 members 
Mstep: Class 12 contains 54486 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 19018 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 2119 members 
Mstep: Class 17 contains 27745 members 
Mstep: Class 18 contains 52971 members 
Mstep: Class 19 contains 44779 members 
Mstep: Class 20 contains 9954 members 
Mstep: Class 21 contains 49316 members 
Mstep: Class 22 contains 754 members 
Mstep: Class 23 contains 47366 members 
Mstep: Class 24 contains 11056 members 
Mstep: Class 25 contains 394 members 
Entering Unmasked Estep 
Score: -126887000.000000 Penalty: 83433.343750
Splitting cluster 7 changes total score from -126887952.000000 to -126887000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (46732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Entering Unmasked Estep 
Score: -8657448.000000 Penalty: 2666.541748
	Iteration 0F: 2 clusters Score -8657448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -8627935.000000 Penalty: 5333.083496
	Iteration 0F: 3 clusters Score -8627935 nChanged 21429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -8639570.000000 Penalty: 5333.083496
	Iteration 1F: 3 clusters Score -8639570 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -8639998.000000 Penalty: 5333.083496
	Iteration 2Q: 3 clusters Score -8639998 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -8640476.000000 Penalty: 5333.083496
	Iteration 3Q: 3 clusters Score -8640476 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -8640963.000000 Penalty: 5333.083496
	Iteration 4Q: 3 clusters Score -8640963 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -8641528.000000 Penalty: 5333.083496
	Iteration 5Q: 3 clusters Score -8641528 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -8642368.000000 Penalty: 5333.083496
	Iteration 6Q: 3 clusters Score -8642368 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -8643632.000000 Penalty: 5333.083496
	Iteration 7F: 3 clusters Score -8643632 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -8645612.000000 Penalty: 5333.083496
	Iteration 8F: 3 clusters Score -8645612 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -8648596.000000 Penalty: 5333.083496
	Iteration 9F: 3 clusters Score -8648596 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -8651823.000000 Penalty: 5333.083496
	Iteration 10F: 3 clusters Score -8651823 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -8654162.000000 Penalty: 5333.083496
	Iteration 11F: 3 clusters Score -8654162 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8654913.000000 Penalty: 5333.083496
	Iteration 12Q: 3 clusters Score -8654913 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8655091.000000 Penalty: 5333.083496
	Iteration 13Q: 3 clusters Score -8655091 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8655112.000000 Penalty: 5333.083496
	Iteration 14Q: 3 clusters Score -8655112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8655161.000000 Penalty: 5333.083496
	Iteration 15Q: 3 clusters Score -8655161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8655207.000000 Penalty: 5333.083496
	Iteration 16Q: 3 clusters Score -8655207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8655234.000000 Penalty: 5333.083496
	Iteration 17Q: 3 clusters Score -8655234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8655252.000000 Penalty: 5333.083496
	Iteration 18Q: 3 clusters Score -8655252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8655263.000000 Penalty: 5333.083496
	Iteration 19Q: 3 clusters Score -8655263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8655264.000000 Penalty: 5333.083496
	Iteration 20F: 3 clusters Score -8655264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8655264.000000 Penalty: 5333.083496
	Iteration 21Q: 3 clusters Score -8655264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8655263.000000 Penalty: 5333.083496
	Iteration 22Q: 3 clusters Score -8655263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8655266.000000 Penalty: 5333.083496
	Iteration 23Q: 3 clusters Score -8655266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8655266.000000 Penalty: 5333.083496
	Iteration 24F: 3 clusters Score -8655266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Entering Unmasked Estep 
Score: -8238923.500000 Penalty: 2655.466797
	Iteration 0F: 2 clusters Score -8238924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -8209572.500000 Penalty: 5310.933594
	Iteration 0F: 3 clusters Score -8209572 nChanged 20503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -8221159.000000 Penalty: 5310.933594
	Iteration 1F: 3 clusters Score -8221159 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -8221912.000000 Penalty: 5310.933594
	Iteration 2Q: 3 clusters Score -8221912 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -8222806.000000 Penalty: 5310.933594
	Iteration 3Q: 3 clusters Score -8222806 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -8223804.000000 Penalty: 5310.933594
	Iteration 4Q: 3 clusters Score -8223804 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -8225068.500000 Penalty: 5310.933594
	Iteration 5F: 3 clusters Score -8225068 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -8226708.500000 Penalty: 5310.933594
	Iteration 6F: 3 clusters Score -8226708 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -8228694.000000 Penalty: 5310.933594
	Iteration 7F: 3 clusters Score -8228694 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -8230753.500000 Penalty: 5310.933594
	Iteration 8F: 3 clusters Score -8230754 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -8232493.000000 Penalty: 5310.933594
	Iteration 9F: 3 clusters Score -8232493 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -8233420.000000 Penalty: 5310.933594
	Iteration 10Q: 3 clusters Score -8233420 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -8233940.500000 Penalty: 5310.933594
	Iteration 11Q: 3 clusters Score -8233940 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -8234303.500000 Penalty: 5310.933594
	Iteration 12Q: 3 clusters Score -8234304 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -8234611.000000 Penalty: 5310.933594
	Iteration 13Q: 3 clusters Score -8234611 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -8234850.500000 Penalty: 5310.933594
	Iteration 14Q: 3 clusters Score -8234850 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -8235092.000000 Penalty: 5310.933594
	Iteration 15Q: 3 clusters Score -8235092 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -8235327.500000 Penalty: 5310.933594
	Iteration 16Q: 3 clusters Score -8235328 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -8235485.000000 Penalty: 5310.933594
	Iteration 17Q: 3 clusters Score -8235485 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -8235645.000000 Penalty: 5310.933594
	Iteration 18Q: 3 clusters Score -8235645 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -8235818.500000 Penalty: 5310.933594
	Iteration 19Q: 3 clusters Score -8235818 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -8236013.000000 Penalty: 5310.933594
	Iteration 20F: 3 clusters Score -8236013 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -8236149.000000 Penalty: 5310.933594
	Iteration 21Q: 3 clusters Score -8236149 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -8236305.500000 Penalty: 5310.933594
	Iteration 22Q: 3 clusters Score -8236306 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -8236385.500000 Penalty: 5310.933594
	Iteration 23Q: 3 clusters Score -8236386 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -8236492.000000 Penalty: 5310.933594
	Iteration 24Q: 3 clusters Score -8236492 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -8236548.000000 Penalty: 5310.933594
	Iteration 25Q: 3 clusters Score -8236548 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -8236590.000000 Penalty: 5310.933594
	Iteration 26Q: 3 clusters Score -8236590 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -8236694.000000 Penalty: 5310.933594
	Iteration 27Q: 3 clusters Score -8236694 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -8236760.000000 Penalty: 5310.933594
	Iteration 28Q: 3 clusters Score -8236760 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -8236811.500000 Penalty: 5310.933594
	Iteration 29Q: 3 clusters Score -8236812 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -8236861.500000 Penalty: 5310.933594
	Iteration 30Q: 3 clusters Score -8236862 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -8236949.000000 Penalty: 5310.933594
	Iteration 31Q: 3 clusters Score -8236949 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -8237006.500000 Penalty: 5310.933594
	Iteration 32Q: 3 clusters Score -8237006 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -8237042.500000 Penalty: 5310.933594
	Iteration 33Q: 3 clusters Score -8237042 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -8237099.000000 Penalty: 5310.933594
	Iteration 34Q: 3 clusters Score -8237099 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -8237144.000000 Penalty: 5310.933594
	Iteration 35Q: 3 clusters Score -8237144 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -8237187.500000 Penalty: 5310.933594
	Iteration 36Q: 3 clusters Score -8237188 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -8237251.000000 Penalty: 5310.933594
	Iteration 37Q: 3 clusters Score -8237251 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -8237280.500000 Penalty: 5310.933594
	Iteration 38Q: 3 clusters Score -8237280 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -8237306.000000 Penalty: 5310.933594
	Iteration 39Q: 3 clusters Score -8237306 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -8237364.500000 Penalty: 5310.933594
	Iteration 40F: 3 clusters Score -8237364 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -8237408.500000 Penalty: 5310.933594
	Iteration 41Q: 3 clusters Score -8237408 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -8237408.000000 Penalty: 5310.933594
	Iteration 42Q: 3 clusters Score -8237408 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8237444.000000 Penalty: 5310.933594
	Iteration 43Q: 3 clusters Score -8237444 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8237456.000000 Penalty: 5310.933594
	Iteration 44Q: 3 clusters Score -8237456 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -8237469.500000 Penalty: 5310.933594
	Iteration 45Q: 3 clusters Score -8237470 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -8237489.500000 Penalty: 5310.933594
	Iteration 46Q: 3 clusters Score -8237490 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -8237518.000000 Penalty: 5310.933594
	Iteration 47Q: 3 clusters Score -8237518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -8237542.000000 Penalty: 5310.933594
	Iteration 48Q: 3 clusters Score -8237542 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8237541.500000 Penalty: 5310.933594
	Iteration 49Q: 3 clusters Score -8237542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8237551.000000 Penalty: 5310.933594
	Iteration 50Q: 3 clusters Score -8237551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8237545.000000 Penalty: 5310.933594
	Iteration 51Q: 3 clusters Score -8237545 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8237580.500000 Penalty: 5310.933594
	Iteration 52Q: 3 clusters Score -8237580 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -8237565.500000 Penalty: 5310.933594
	Iteration 53Q: 3 clusters Score -8237566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8237574.000000 Penalty: 5310.933594
	Iteration 54Q: 3 clusters Score -8237574 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -8237577.000000 Penalty: 5310.933594
	Iteration 55Q: 3 clusters Score -8237577 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8237571.500000 Penalty: 5310.933594
	Iteration 56Q: 3 clusters Score -8237572 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -8237566.500000 Penalty: 5310.933594
	Iteration 57Q: 3 clusters Score -8237566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8237577.000000 Penalty: 5310.933594
	Iteration 58Q: 3 clusters Score -8237577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8237575.500000 Penalty: 5310.933594
	Iteration 59Q: 3 clusters Score -8237576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8237570.000000 Penalty: 5310.933594
	Iteration 60F: 3 clusters Score -8237570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8237566.000000 Penalty: 5310.933594
	Iteration 61Q: 3 clusters Score -8237566 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8237582.000000 Penalty: 5310.933594
	Iteration 62Q: 3 clusters Score -8237582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8237586.500000 Penalty: 5310.933594
	Iteration 63Q: 3 clusters Score -8237586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8237587.500000 Penalty: 5310.933594
	Iteration 64Q: 3 clusters Score -8237588 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8237591.500000 Penalty: 5310.933594
	Iteration 65Q: 3 clusters Score -8237592 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8237605.000000 Penalty: 5310.933594
	Iteration 66Q: 3 clusters Score -8237605 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8237596.500000 Penalty: 5310.933594
	Iteration 67Q: 3 clusters Score -8237596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8237595.500000 Penalty: 5310.933594
	Iteration 68Q: 3 clusters Score -8237596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8237598.500000 Penalty: 5310.933594
	Iteration 69Q: 3 clusters Score -8237598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8237598.500000 Penalty: 5310.933594
	Iteration 70Q: 3 clusters Score -8237598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8237615.000000 Penalty: 5310.933594
	Iteration 71Q: 3 clusters Score -8237615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8237609.000000 Penalty: 5310.933594
	Iteration 72Q: 3 clusters Score -8237609 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8237594.500000 Penalty: 5310.933594
	Iteration 73Q: 3 clusters Score -8237594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8237589.500000 Penalty: 5310.933594
	Iteration 74Q: 3 clusters Score -8237590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8237592.500000 Penalty: 5310.933594
	Iteration 75Q: 3 clusters Score -8237592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8237598.500000 Penalty: 5310.933594
	Iteration 76Q: 3 clusters Score -8237598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8237601.000000 Penalty: 5310.933594
	Iteration 77Q: 3 clusters Score -8237601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8237596.000000 Penalty: 5310.933594
	Iteration 78Q: 3 clusters Score -8237596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -8237580.500000 Penalty: 5310.933594
	Iteration 79Q: 3 clusters Score -8237580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8237585.000000 Penalty: 5310.933594
	Iteration 80F: 3 clusters Score -8237585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8237584.000000 Penalty: 5310.933594
	Iteration 81Q: 3 clusters Score -8237584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8237597.000000 Penalty: 5310.933594
	Iteration 82Q: 3 clusters Score -8237597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -8237598.500000 Penalty: 5310.933594
	Iteration 83Q: 3 clusters Score -8237598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8237586.000000 Penalty: 5310.933594
	Iteration 84Q: 3 clusters Score -8237586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8237578.500000 Penalty: 5310.933594
	Iteration 85Q: 3 clusters Score -8237578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8237580.000000 Penalty: 5310.933594
	Iteration 86Q: 3 clusters Score -8237580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8237586.500000 Penalty: 5310.933594
	Iteration 87Q: 3 clusters Score -8237586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8237579.500000 Penalty: 5310.933594
	Iteration 88Q: 3 clusters Score -8237580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8237565.500000 Penalty: 5310.933594
	Iteration 89Q: 3 clusters Score -8237566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8237556.500000 Penalty: 5310.933594
	Iteration 90Q: 3 clusters Score -8237556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8237556.000000 Penalty: 5310.933594
	Iteration 91Q: 3 clusters Score -8237556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8237565.000000 Penalty: 5310.933594
	Iteration 92Q: 3 clusters Score -8237565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8237572.000000 Penalty: 5310.933594
	Iteration 93Q: 3 clusters Score -8237572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8237556.000000 Penalty: 5310.933594
	Iteration 94Q: 3 clusters Score -8237556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8237566.000000 Penalty: 5310.933594
	Iteration 95Q: 3 clusters Score -8237566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8237554.000000 Penalty: 5310.933594
	Iteration 96Q: 3 clusters Score -8237554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8237552.000000 Penalty: 5310.933594
	Iteration 97Q: 3 clusters Score -8237552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8237541.000000 Penalty: 5310.933594
	Iteration 98Q: 3 clusters Score -8237541 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8237542.500000 Penalty: 5310.933594
	Iteration 99Q: 3 clusters Score -8237542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8237551.500000 Penalty: 5310.933594
	Iteration 100F: 3 clusters Score -8237552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8237542.000000 Penalty: 5310.933594
	Iteration 101Q: 3 clusters Score -8237542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8237541.000000 Penalty: 5310.933594
	Iteration 102Q: 3 clusters Score -8237541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8237557.500000 Penalty: 5310.933594
	Iteration 103Q: 3 clusters Score -8237558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8237548.000000 Penalty: 5310.933594
	Iteration 104Q: 3 clusters Score -8237548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8237546.500000 Penalty: 5310.933594
	Iteration 105Q: 3 clusters Score -8237546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8237549.500000 Penalty: 5310.933594
	Iteration 106Q: 3 clusters Score -8237550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8237548.000000 Penalty: 5310.933594
	Iteration 107Q: 3 clusters Score -8237548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8237552.000000 Penalty: 5310.933594
	Iteration 108Q: 3 clusters Score -8237552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8237549.500000 Penalty: 5310.933594
	Iteration 109Q: 3 clusters Score -8237550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8237549.500000 Penalty: 5310.933594
	Iteration 110F: 3 clusters Score -8237550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -82655.945312 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -82655.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -81240.546875 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -81240.55 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81579.140625 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -81579.14 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81736.468750 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -81736.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81874.289062 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -81874.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -81984.656250 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -81984.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82055.398438 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -82055.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82140.023438 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -82140.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -82243.492188 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -82243.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82301.343750 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -82301.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82347.750000 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -82347.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82392.000000 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -82392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82414.578125 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -82414.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82439.492188 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -82439.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82454.507812 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -82454.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -82468.718750 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -82468.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82484.382812 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -82484.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82495.781250 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -82495.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82498.031250 Penalty: 3099.029297
	Iteration 17Q: 3 clusters Score -82498.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82498.031250 Penalty: 3099.029297
	Iteration 18F: 3 clusters Score -82498.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Entering Unmasked Estep 
Score: -8665836.000000 Penalty: 2664.800293
	Iteration 0F: 2 clusters Score -8665836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -8637340.000000 Penalty: 5329.600586
	Iteration 0F: 3 clusters Score -8637340 nChanged 21428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -8649070.000000 Penalty: 5329.600586
	Iteration 1F: 3 clusters Score -8649070 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -8649560.000000 Penalty: 5329.600586
	Iteration 2Q: 3 clusters Score -8649560 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -8650099.000000 Penalty: 5329.600586
	Iteration 3Q: 3 clusters Score -8650099 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -8650684.000000 Penalty: 5329.600586
	Iteration 4Q: 3 clusters Score -8650684 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -8651327.000000 Penalty: 5329.600586
	Iteration 5Q: 3 clusters Score -8651327 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -8652180.000000 Penalty: 5329.600586
	Iteration 6Q: 3 clusters Score -8652180 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -8653171.000000 Penalty: 5329.600586
	Iteration 7Q: 3 clusters Score -8653171 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -8654264.000000 Penalty: 5329.600586
	Iteration 8Q: 3 clusters Score -8654264 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -8655525.000000 Penalty: 5329.600586
	Iteration 9Q: 3 clusters Score -8655525 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -8656817.000000 Penalty: 5329.600586
	Iteration 10Q: 3 clusters Score -8656817 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -8658117.000000 Penalty: 5329.600586
	Iteration 11Q: 3 clusters Score -8658117 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -8659313.000000 Penalty: 5329.600586
	Iteration 12Q: 3 clusters Score -8659313 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -8660289.000000 Penalty: 5329.600586
	Iteration 13Q: 3 clusters Score -8660289 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8660928 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8661278 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -8661458.000000 Penalty: 5329.600586
	Iteration 16Q: 3 clusters Score -8661458 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -8661623.000000 Penalty: 5329.600586
	Iteration 17Q: 3 clusters Score -8661623 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -8661712.000000 Penalty: 5329.600586
	Iteration 18Q: 3 clusters Score -8661712 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8661828 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -8661889.000000 Penalty: 5329.600586
	Iteration 20F: 3 clusters Score -8661889 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -8661945.000000 Penalty: 5329.600586
	Iteration 21Q: 3 clusters Score -8661945 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -8661991.000000 Penalty: 5329.600586
	Iteration 22Q: 3 clusters Score -8661991 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -8662033.000000 Penalty: 5329.600586
	Iteration 23Q: 3 clusters Score -8662033 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -8662101.000000 Penalty: 5329.600586
	Iteration 24Q: 3 clusters Score -8662101 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -8662146.000000 Penalty: 5329.600586
	Iteration 25Q: 3 clusters Score -8662146 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -8662203.000000 Penalty: 5329.600586
	Iteration 26Q: 3 clusters Score -8662203 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -8662250.000000 Penalty: 5329.600586
	Iteration 27Q: 3 clusters Score -8662250 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -8662280.000000 Penalty: 5329.600586
	Iteration 28Q: 3 clusters Score -8662280 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -8662307.000000 Penalty: 5329.600586
	Iteration 29Q: 3 clusters Score -8662307 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -8662362.000000 Penalty: 5329.600586
	Iteration 30Q: 3 clusters Score -8662362 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8662385 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -8662396.000000 Penalty: 5329.600586
	Iteration 32Q: 3 clusters Score -8662396 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -8662427.000000 Penalty: 5329.600586
	Iteration 33Q: 3 clusters Score -8662427 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -8662437.000000 Penalty: 5329.600586
	Iteration 34Q: 3 clusters Score -8662437 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -8662483.000000 Penalty: 5329.600586
	Iteration 35Q: 3 clusters Score -8662483 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -8662519.000000 Penalty: 5329.600586
	Iteration 36Q: 3 clusters Score -8662519 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -8662563.000000 Penalty: 5329.600586
	Iteration 37Q: 3 clusters Score -8662563 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -8662565.000000 Penalty: 5329.600586
	Iteration 38Q: 3 clusters Score -8662565 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -8662592.000000 Penalty: 5329.600586
	Iteration 39Q: 3 clusters Score -8662592 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -8662587.000000 Penalty: 5329.600586
	Iteration 40F: 3 clusters Score -8662587 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -8662603.000000 Penalty: 5329.600586
	Iteration 41Q: 3 clusters Score -8662603 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -8662631.000000 Penalty: 5329.600586
	Iteration 42Q: 3 clusters Score -8662631 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8662640 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8662688 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8662710 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8662768 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8662769 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8662807 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8662862 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8662878 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -8662913.000000 Penalty: 5329.600586
	Iteration 51Q: 3 clusters Score -8662913 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -8662947.000000 Penalty: 5329.600586
	Iteration 52Q: 3 clusters Score -8662947 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -8663020.000000 Penalty: 5329.600586
	Iteration 53Q: 3 clusters Score -8663020 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -8663085.000000 Penalty: 5329.600586
	Iteration 54Q: 3 clusters Score -8663085 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -8663144.000000 Penalty: 5329.600586
	Iteration 55Q: 3 clusters Score -8663144 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -8663170.000000 Penalty: 5329.600586
	Iteration 56Q: 3 clusters Score -8663170 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -8663186.000000 Penalty: 5329.600586
	Iteration 57Q: 3 clusters Score -8663186 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -8663261.000000 Penalty: 5329.600586
	Iteration 58Q: 3 clusters Score -8663261 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -8663277.000000 Penalty: 5329.600586
	Iteration 59Q: 3 clusters Score -8663277 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -8663290.000000 Penalty: 5329.600586
	Iteration 60F: 3 clusters Score -8663290 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -8663308.000000 Penalty: 5329.600586
	Iteration 61Q: 3 clusters Score -8663308 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -8663336.000000 Penalty: 5329.600586
	Iteration 62Q: 3 clusters Score -8663336 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -8663333.000000 Penalty: 5329.600586
	Iteration 63Q: 3 clusters Score -8663333 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -8663367.000000 Penalty: 5329.600586
	Iteration 64Q: 3 clusters Score -8663367 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8663389 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -8663407.000000 Penalty: 5329.600586
	Iteration 66Q: 3 clusters Score -8663407 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -8663429.000000 Penalty: 5329.600586
	Iteration 67Q: 3 clusters Score -8663429 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -8663455.000000 Penalty: 5329.600586
	Iteration 68Q: 3 clusters Score -8663455 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -8663484.000000 Penalty: 5329.600586
	Iteration 69Q: 3 clusters Score -8663484 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -8663516.000000 Penalty: 5329.600586
	Iteration 70Q: 3 clusters Score -8663516 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -8663568.000000 Penalty: 5329.600586
	Iteration 71Q: 3 clusters Score -8663568 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8663568 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8663569 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -8663586.000000 Penalty: 5329.600586
	Iteration 74Q: 3 clusters Score -8663586 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -8663594.000000 Penalty: 5329.600586
	Iteration 75Q: 3 clusters Score -8663594 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8663586 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -8663597.000000 Penalty: 5329.600586
	Iteration 77Q: 3 clusters Score -8663597 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -8663611.000000 Penalty: 5329.600586
	Iteration 78Q: 3 clusters Score -8663611 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -8663621.000000 Penalty: 5329.600586
	Iteration 79Q: 3 clusters Score -8663621 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8663645 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8663646 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -8663651.000000 Penalty: 5329.600586
	Iteration 82Q: 3 clusters Score -8663651 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -8663681.000000 Penalty: 5329.600586
	Iteration 83Q: 3 clusters Score -8663681 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -8663704.000000 Penalty: 5329.600586
	Iteration 84Q: 3 clusters Score -8663704 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8663711 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -8663743.000000 Penalty: 5329.600586
	Iteration 86Q: 3 clusters Score -8663743 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8663778 nChanged 130
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Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -8663803.000000 Penalty: 5329.600586
	Iteration 88Q: 3 clusters Score -8663803 nChanged 116
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Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -8663829.000000 Penalty: 5329.600586
	Iteration 89Q: 3 clusters Score -8663829 nChanged 119
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Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8663840 nChanged 122
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Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8663844 nChanged 107
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Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8663905 nChanged 109
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Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8663944 nChanged 108
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Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8663972 nChanged 95
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Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -8664003.000000 Penalty: 5329.600586
	Iteration 96Q: 3 clusters Score -8664003 nChanged 83
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Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8664020 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8664045 nChanged 68
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Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8664034 nChanged 57
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Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8664061 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8664093 nChanged 64
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Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8664098 nChanged 67
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Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8664120 nChanged 71
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Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8664117 nChanged 78
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Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8664130 nChanged 76
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Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8664135 nChanged 74
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Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -8664149.000000 Penalty: 5329.600586
	Iteration 107Q: 3 clusters Score -8664149 nChanged 53
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Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -8664149.000000 Penalty: 5329.600586
	Iteration 108Q: 3 clusters Score -8664149 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8664154 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8664154 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -8664173.000000 Penalty: 5329.600586
	Iteration 111Q: 3 clusters Score -8664173 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -8664166.000000 Penalty: 5329.600586
	Iteration 112Q: 3 clusters Score -8664166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -8664190.000000 Penalty: 5329.600586
	Iteration 113Q: 3 clusters Score -8664190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -8664176.000000 Penalty: 5329.600586
	Iteration 114Q: 3 clusters Score -8664176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -8664161.000000 Penalty: 5329.600586
	Iteration 115Q: 3 clusters Score -8664161 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -8664162.000000 Penalty: 5329.600586
	Iteration 116Q: 3 clusters Score -8664162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -8664186.000000 Penalty: 5329.600586
	Iteration 117Q: 3 clusters Score -8664186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -8664193.000000 Penalty: 5329.600586
	Iteration 118Q: 3 clusters Score -8664193 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -8664186.000000 Penalty: 5329.600586
	Iteration 119Q: 3 clusters Score -8664186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -8664176.000000 Penalty: 5329.600586
	Iteration 120F: 3 clusters Score -8664176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -8664197.000000 Penalty: 5329.600586
	Iteration 121Q: 3 clusters Score -8664197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -8664203.000000 Penalty: 5329.600586
	Iteration 122Q: 3 clusters Score -8664203 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -8664225.000000 Penalty: 5329.600586
	Iteration 123Q: 3 clusters Score -8664225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -8664230.000000 Penalty: 5329.600586
	Iteration 124Q: 3 clusters Score -8664230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -8664221.000000 Penalty: 5329.600586
	Iteration 125Q: 3 clusters Score -8664221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -8664254.000000 Penalty: 5329.600586
	Iteration 126Q: 3 clusters Score -8664254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -8664271.000000 Penalty: 5329.600586
	Iteration 127Q: 3 clusters Score -8664271 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -8664265.000000 Penalty: 5329.600586
	Iteration 128Q: 3 clusters Score -8664265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -8664259.000000 Penalty: 5329.600586
	Iteration 129Q: 3 clusters Score -8664259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -8664238.000000 Penalty: 5329.600586
	Iteration 130Q: 3 clusters Score -8664238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -8664258.000000 Penalty: 5329.600586
	Iteration 131Q: 3 clusters Score -8664258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -8664252.000000 Penalty: 5329.600586
	Iteration 132Q: 3 clusters Score -8664252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8664255.000000 Penalty: 5329.600586
	Iteration 133Q: 3 clusters Score -8664255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8664262.000000 Penalty: 5329.600586
	Iteration 134Q: 3 clusters Score -8664262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -8664265.000000 Penalty: 5329.600586
	Iteration 135Q: 3 clusters Score -8664265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -8664273.000000 Penalty: 5329.600586
	Iteration 136Q: 3 clusters Score -8664273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8664255.000000 Penalty: 5329.600586
	Iteration 137Q: 3 clusters Score -8664255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -8664283.000000 Penalty: 5329.600586
	Iteration 138Q: 3 clusters Score -8664283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -8664286.000000 Penalty: 5329.600586
	Iteration 139Q: 3 clusters Score -8664286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -8664281.000000 Penalty: 5329.600586
	Iteration 140F: 3 clusters Score -8664281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8664281.000000 Penalty: 5329.600586
	Iteration 141Q: 3 clusters Score -8664281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -8664288.000000 Penalty: 5329.600586
	Iteration 142Q: 3 clusters Score -8664288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -8664296.000000 Penalty: 5329.600586
	Iteration 143Q: 3 clusters Score -8664296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8664305.000000 Penalty: 5329.600586
	Iteration 144Q: 3 clusters Score -8664305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -8664292.000000 Penalty: 5329.600586
	Iteration 145Q: 3 clusters Score -8664292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -8664294.000000 Penalty: 5329.600586
	Iteration 146Q: 3 clusters Score -8664294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -8664299.000000 Penalty: 5329.600586
	Iteration 147Q: 3 clusters Score -8664299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -8664306.000000 Penalty: 5329.600586
	Iteration 148Q: 3 clusters Score -8664306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8664316.000000 Penalty: 5329.600586
	Iteration 149Q: 3 clusters Score -8664316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -8664310.000000 Penalty: 5329.600586
	Iteration 150Q: 3 clusters Score -8664310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -8664311.000000 Penalty: 5329.600586
	Iteration 151Q: 3 clusters Score -8664311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8664313.000000 Penalty: 5329.600586
	Iteration 152Q: 3 clusters Score -8664313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -8664315.000000 Penalty: 5329.600586
	Iteration 153Q: 3 clusters Score -8664315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -8664318.000000 Penalty: 5329.600586
	Iteration 154Q: 3 clusters Score -8664318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -8664319.000000 Penalty: 5329.600586
	Iteration 155Q: 3 clusters Score -8664319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -8664331.000000 Penalty: 5329.600586
	Iteration 156Q: 3 clusters Score -8664331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -8664324.000000 Penalty: 5329.600586
	Iteration 157Q: 3 clusters Score -8664324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8664311.000000 Penalty: 5329.600586
	Iteration 158Q: 3 clusters Score -8664311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -8664305.000000 Penalty: 5329.600586
	Iteration 159Q: 3 clusters Score -8664305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -8664329.000000 Penalty: 5329.600586
	Iteration 160F: 3 clusters Score -8664329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -8664330.000000 Penalty: 5329.600586
	Iteration 161Q: 3 clusters Score -8664330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -8664326.000000 Penalty: 5329.600586
	Iteration 162Q: 3 clusters Score -8664326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -8664339.000000 Penalty: 5329.600586
	Iteration 163Q: 3 clusters Score -8664339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -8664332.000000 Penalty: 5329.600586
	Iteration 164Q: 3 clusters Score -8664332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -8664340.000000 Penalty: 5329.600586
	Iteration 165Q: 3 clusters Score -8664340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8664339.000000 Penalty: 5329.600586
	Iteration 166Q: 3 clusters Score -8664339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8664334.000000 Penalty: 5329.600586
	Iteration 167Q: 3 clusters Score -8664334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -8664319.000000 Penalty: 5329.600586
	Iteration 168Q: 3 clusters Score -8664319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -8664332.000000 Penalty: 5329.600586
	Iteration 169Q: 3 clusters Score -8664332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8664344.000000 Penalty: 5329.600586
	Iteration 170Q: 3 clusters Score -8664344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -8664347.000000 Penalty: 5329.600586
	Iteration 171Q: 3 clusters Score -8664347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -8664355.000000 Penalty: 5329.600586
	Iteration 172Q: 3 clusters Score -8664355 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -8664346.000000 Penalty: 5329.600586
	Iteration 173Q: 3 clusters Score -8664346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8664347.000000 Penalty: 5329.600586
	Iteration 174Q: 3 clusters Score -8664347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -8664345.000000 Penalty: 5329.600586
	Iteration 175Q: 3 clusters Score -8664345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8664339.000000 Penalty: 5329.600586
	Iteration 176Q: 3 clusters Score -8664339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8664331.000000 Penalty: 5329.600586
	Iteration 177Q: 3 clusters Score -8664331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8664334.000000 Penalty: 5329.600586
	Iteration 178Q: 3 clusters Score -8664334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -8664328.000000 Penalty: 5329.600586
	Iteration 179Q: 3 clusters Score -8664328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8664334.000000 Penalty: 5329.600586
	Iteration 180F: 3 clusters Score -8664334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -8664334.000000 Penalty: 5329.600586
	Iteration 181Q: 3 clusters Score -8664334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -8664332.000000 Penalty: 5329.600586
	Iteration 182Q: 3 clusters Score -8664332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8664342.000000 Penalty: 5329.600586
	Iteration 183Q: 3 clusters Score -8664342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8664341.000000 Penalty: 5329.600586
	Iteration 184Q: 3 clusters Score -8664341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8664338.000000 Penalty: 5329.600586
	Iteration 185Q: 3 clusters Score -8664338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -8664342.000000 Penalty: 5329.600586
	Iteration 186Q: 3 clusters Score -8664342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -8664339.000000 Penalty: 5329.600586
	Iteration 187Q: 3 clusters Score -8664339 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8664342 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -8664342.000000 Penalty: 5329.600586
	Iteration 189F: 3 clusters Score -8664342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54486 members 
Entering Unmasked Estep 
Score: -10210533.000000 Penalty: 2704.613281
	Iteration 0F: 2 clusters Score -1.021053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -10183428.000000 Penalty: 5409.226562
	Iteration 0F: 3 clusters Score -1.018343e+07 nChanged 25345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -10197595.000000 Penalty: 5409.226562
	Iteration 1F: 3 clusters Score -1.01976e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -10198141.000000 Penalty: 5409.226562
	Iteration 2Q: 3 clusters Score -1.019814e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -10198793.000000 Penalty: 5409.226562
	Iteration 3Q: 3 clusters Score -1.019879e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -10199402.000000 Penalty: 5409.226562
	Iteration 4Q: 3 clusters Score -1.01994e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -10200005.000000 Penalty: 5409.226562
	Iteration 5Q: 3 clusters Score -1.02e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -10200725.000000 Penalty: 5409.226562
	Iteration 6Q: 3 clusters Score -1.020072e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -10201533.000000 Penalty: 5409.226562
	Iteration 7Q: 3 clusters Score -1.020153e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -10202526.000000 Penalty: 5409.226562
	Iteration 8Q: 3 clusters Score -1.020253e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -10203766.000000 Penalty: 5409.226562
	Iteration 9Q: 3 clusters Score -1.020377e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -10205071.000000 Penalty: 5409.226562
	Iteration 10Q: 3 clusters Score -1.020507e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -10206404.000000 Penalty: 5409.226562
	Iteration 11Q: 3 clusters Score -1.02064e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -10207673.000000 Penalty: 5409.226562
	Iteration 12Q: 3 clusters Score -1.020767e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -10208868.000000 Penalty: 5409.226562
	Iteration 13Q: 3 clusters Score -1.020887e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -10209803.000000 Penalty: 5409.226562
	Iteration 14Q: 3 clusters Score -1.02098e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -10210492.000000 Penalty: 5409.226562
	Iteration 15Q: 3 clusters Score -1.021049e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -10211010.000000 Penalty: 5409.226562
	Iteration 16Q: 3 clusters Score -1.021101e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -10211340.000000 Penalty: 5409.226562
	Iteration 17Q: 3 clusters Score -1.021134e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -10211497.000000 Penalty: 5409.226562
	Iteration 18Q: 3 clusters Score -1.02115e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -10211572.000000 Penalty: 5409.226562
	Iteration 19Q: 3 clusters Score -1.021157e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -10211649.000000 Penalty: 5409.226562
	Iteration 20F: 3 clusters Score -1.021165e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -10211704.000000 Penalty: 5409.226562
	Iteration 21Q: 3 clusters Score -1.02117e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -10211738.000000 Penalty: 5409.226562
	Iteration 22Q: 3 clusters Score -1.021174e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -10211721.000000 Penalty: 5409.226562
	Iteration 23Q: 3 clusters Score -1.021172e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -10211716.000000 Penalty: 5409.226562
	Iteration 24Q: 3 clusters Score -1.021172e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -10211768.000000 Penalty: 5409.226562
	Iteration 25Q: 3 clusters Score -1.021177e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -10211789.000000 Penalty: 5409.226562
	Iteration 26Q: 3 clusters Score -1.021179e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -10211809.000000 Penalty: 5409.226562
	Iteration 27Q: 3 clusters Score -1.021181e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -10211816.000000 Penalty: 5409.226562
	Iteration 28Q: 3 clusters Score -1.021182e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -10211844.000000 Penalty: 5409.226562
	Iteration 29Q: 3 clusters Score -1.021184e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -10211872.000000 Penalty: 5409.226562
	Iteration 30Q: 3 clusters Score -1.021187e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -10211865.000000 Penalty: 5409.226562
	Iteration 31Q: 3 clusters Score -1.021186e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -10211889.000000 Penalty: 5409.226562
	Iteration 32Q: 3 clusters Score -1.021189e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -10211917.000000 Penalty: 5409.226562
	Iteration 33Q: 3 clusters Score -1.021192e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -10211934.000000 Penalty: 5409.226562
	Iteration 34Q: 3 clusters Score -1.021193e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -10211981.000000 Penalty: 5409.226562
	Iteration 35Q: 3 clusters Score -1.021198e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -10212042.000000 Penalty: 5409.226562
	Iteration 36Q: 3 clusters Score -1.021204e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -10212039.000000 Penalty: 5409.226562
	Iteration 37Q: 3 clusters Score -1.021204e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -10212061.000000 Penalty: 5409.226562
	Iteration 38Q: 3 clusters Score -1.021206e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -10212106.000000 Penalty: 5409.226562
	Iteration 39Q: 3 clusters Score -1.021211e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -10212147.000000 Penalty: 5409.226562
	Iteration 40F: 3 clusters Score -1.021215e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -10212167.000000 Penalty: 5409.226562
	Iteration 41Q: 3 clusters Score -1.021217e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -10212200.000000 Penalty: 5409.226562
	Iteration 42Q: 3 clusters Score -1.02122e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -10212237.000000 Penalty: 5409.226562
	Iteration 43Q: 3 clusters Score -1.021224e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -10212281.000000 Penalty: 5409.226562
	Iteration 44Q: 3 clusters Score -1.021228e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -10212326.000000 Penalty: 5409.226562
	Iteration 45Q: 3 clusters Score -1.021233e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -10212359.000000 Penalty: 5409.226562
	Iteration 46Q: 3 clusters Score -1.021236e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -10212378.000000 Penalty: 5409.226562
	Iteration 47Q: 3 clusters Score -1.021238e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -10212400.000000 Penalty: 5409.226562
	Iteration 48Q: 3 clusters Score -1.02124e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -10212459.000000 Penalty: 5409.226562
	Iteration 49Q: 3 clusters Score -1.021246e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -10212498.000000 Penalty: 5409.226562
	Iteration 50Q: 3 clusters Score -1.02125e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -10212513.000000 Penalty: 5409.226562
	Iteration 51Q: 3 clusters Score -1.021251e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -10212546.000000 Penalty: 5409.226562
	Iteration 52Q: 3 clusters Score -1.021255e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -10212566.000000 Penalty: 5409.226562
	Iteration 53Q: 3 clusters Score -1.021257e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -10212598.000000 Penalty: 5409.226562
	Iteration 54Q: 3 clusters Score -1.02126e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -10212635.000000 Penalty: 5409.226562
	Iteration 55Q: 3 clusters Score -1.021264e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -10212638.000000 Penalty: 5409.226562
	Iteration 56Q: 3 clusters Score -1.021264e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -10212663.000000 Penalty: 5409.226562
	Iteration 57Q: 3 clusters Score -1.021266e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -10212704.000000 Penalty: 5409.226562
	Iteration 58Q: 3 clusters Score -1.02127e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -10212734.000000 Penalty: 5409.226562
	Iteration 59Q: 3 clusters Score -1.021273e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -10212760.000000 Penalty: 5409.226562
	Iteration 60F: 3 clusters Score -1.021276e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -10212786.000000 Penalty: 5409.226562
	Iteration 61Q: 3 clusters Score -1.021279e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -10212839.000000 Penalty: 5409.226562
	Iteration 62Q: 3 clusters Score -1.021284e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -10212836.000000 Penalty: 5409.226562
	Iteration 63Q: 3 clusters Score -1.021284e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -10212851.000000 Penalty: 5409.226562
	Iteration 64Q: 3 clusters Score -1.021285e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -10212883.000000 Penalty: 5409.226562
	Iteration 65Q: 3 clusters Score -1.021288e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -10212906.000000 Penalty: 5409.226562
	Iteration 66Q: 3 clusters Score -1.021291e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -10212907.000000 Penalty: 5409.226562
	Iteration 67Q: 3 clusters Score -1.021291e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -10212919.000000 Penalty: 5409.226562
	Iteration 68Q: 3 clusters Score -1.021292e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -10212937.000000 Penalty: 5409.226562
	Iteration 69Q: 3 clusters Score -1.021294e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -10212948.000000 Penalty: 5409.226562
	Iteration 70Q: 3 clusters Score -1.021295e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -10212964.000000 Penalty: 5409.226562
	Iteration 71Q: 3 clusters Score -1.021296e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -10212967.000000 Penalty: 5409.226562
	Iteration 72Q: 3 clusters Score -1.021297e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -10212957.000000 Penalty: 5409.226562
	Iteration 73Q: 3 clusters Score -1.021296e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -10212975.000000 Penalty: 5409.226562
	Iteration 74Q: 3 clusters Score -1.021298e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -10212964.000000 Penalty: 5409.226562
	Iteration 75Q: 3 clusters Score -1.021296e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -10212995.000000 Penalty: 5409.226562
	Iteration 76Q: 3 clusters Score -1.0213e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 43401 members 
Entering Unmasked Estep 
Score: -10213027.000000 Penalty: 5409.226562
	Iteration 77Q: 3 clusters Score -1.021303e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -10213036.000000 Penalty: 5409.226562
	Iteration 78Q: 3 clusters Score -1.021304e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -10213041.000000 Penalty: 5409.226562
	Iteration 79Q: 3 clusters Score -1.021304e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -10213044.000000 Penalty: 5409.226562
	Iteration 80F: 3 clusters Score -1.021304e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -10213058.000000 Penalty: 5409.226562
	Iteration 81Q: 3 clusters Score -1.021306e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -10213064.000000 Penalty: 5409.226562
	Iteration 82Q: 3 clusters Score -1.021306e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -10213057.000000 Penalty: 5409.226562
	Iteration 83Q: 3 clusters Score -1.021306e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -10213055.000000 Penalty: 5409.226562
	Iteration 84Q: 3 clusters Score -1.021306e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -10213079.000000 Penalty: 5409.226562
	Iteration 85Q: 3 clusters Score -1.021308e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -10213092.000000 Penalty: 5409.226562
	Iteration 86Q: 3 clusters Score -1.021309e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -10213077.000000 Penalty: 5409.226562
	Iteration 87Q: 3 clusters Score -1.021308e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -10213072.000000 Penalty: 5409.226562
	Iteration 88Q: 3 clusters Score -1.021307e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -10213079.000000 Penalty: 5409.226562
	Iteration 89Q: 3 clusters Score -1.021308e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -10213093.000000 Penalty: 5409.226562
	Iteration 90Q: 3 clusters Score -1.021309e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -10213108.000000 Penalty: 5409.226562
	Iteration 91Q: 3 clusters Score -1.021311e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -10213109.000000 Penalty: 5409.226562
	Iteration 92Q: 3 clusters Score -1.021311e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -10213128.000000 Penalty: 5409.226562
	Iteration 93Q: 3 clusters Score -1.021313e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -10213133.000000 Penalty: 5409.226562
	Iteration 94Q: 3 clusters Score -1.021313e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -10213146.000000 Penalty: 5409.226562
	Iteration 95Q: 3 clusters Score -1.021315e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -10213129.000000 Penalty: 5409.226562
	Iteration 96Q: 3 clusters Score -1.021313e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -10213130.000000 Penalty: 5409.226562
	Iteration 97Q: 3 clusters Score -1.021313e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -10213131.000000 Penalty: 5409.226562
	Iteration 98Q: 3 clusters Score -1.021313e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -10213133.000000 Penalty: 5409.226562
	Iteration 99Q: 3 clusters Score -1.021313e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -10213120.000000 Penalty: 5409.226562
	Iteration 100F: 3 clusters Score -1.021312e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -10213137.000000 Penalty: 5409.226562
	Iteration 101Q: 3 clusters Score -1.021314e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -10213143.000000 Penalty: 5409.226562
	Iteration 102Q: 3 clusters Score -1.021314e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -10213151.000000 Penalty: 5409.226562
	Iteration 103Q: 3 clusters Score -1.021315e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -10213124.000000 Penalty: 5409.226562
	Iteration 104Q: 3 clusters Score -1.021312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -10213123.000000 Penalty: 5409.226562
	Iteration 105Q: 3 clusters Score -1.021312e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -10213140.000000 Penalty: 5409.226562
	Iteration 106Q: 3 clusters Score -1.021314e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -10213127.000000 Penalty: 5409.226562
	Iteration 107Q: 3 clusters Score -1.021313e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -10213121.000000 Penalty: 5409.226562
	Iteration 108Q: 3 clusters Score -1.021312e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -10213134.000000 Penalty: 5409.226562
	Iteration 109Q: 3 clusters Score -1.021313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -10213124.000000 Penalty: 5409.226562
	Iteration 110Q: 3 clusters Score -1.021312e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -10213132.000000 Penalty: 5409.226562
	Iteration 111Q: 3 clusters Score -1.021313e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -10213154.000000 Penalty: 5409.226562
	Iteration 112Q: 3 clusters Score -1.021315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -10213155.000000 Penalty: 5409.226562
	Iteration 113Q: 3 clusters Score -1.021316e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -10213135.000000 Penalty: 5409.226562
	Iteration 114Q: 3 clusters Score -1.021314e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -10213150.000000 Penalty: 5409.226562
	Iteration 115Q: 3 clusters Score -1.021315e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -10213145.000000 Penalty: 5409.226562
	Iteration 116Q: 3 clusters Score -1.021314e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -10213158.000000 Penalty: 5409.226562
	Iteration 117Q: 3 clusters Score -1.021316e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -10213164.000000 Penalty: 5409.226562
	Iteration 118Q: 3 clusters Score -1.021316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -10213171.000000 Penalty: 5409.226562
	Iteration 119Q: 3 clusters Score -1.021317e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -10213160.000000 Penalty: 5409.226562
	Iteration 120F: 3 clusters Score -1.021316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -10213159.000000 Penalty: 5409.226562
	Iteration 121Q: 3 clusters Score -1.021316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -10213170.000000 Penalty: 5409.226562
	Iteration 122Q: 3 clusters Score -1.021317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -10213171.000000 Penalty: 5409.226562
	Iteration 123Q: 3 clusters Score -1.021317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -10213192.000000 Penalty: 5409.226562
	Iteration 124Q: 3 clusters Score -1.021319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -10213185.000000 Penalty: 5409.226562
	Iteration 125Q: 3 clusters Score -1.021318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -10213197.000000 Penalty: 5409.226562
	Iteration 126Q: 3 clusters Score -1.02132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -10213192.000000 Penalty: 5409.226562
	Iteration 127Q: 3 clusters Score -1.021319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -10213190.000000 Penalty: 5409.226562
	Iteration 128Q: 3 clusters Score -1.021319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -10213202.000000 Penalty: 5409.226562
	Iteration 129Q: 3 clusters Score -1.02132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -10213196.000000 Penalty: 5409.226562
	Iteration 130Q: 3 clusters Score -1.02132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -10213195.000000 Penalty: 5409.226562
	Iteration 131Q: 3 clusters Score -1.02132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -10213203.000000 Penalty: 5409.226562
	Iteration 132Q: 3 clusters Score -1.02132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -10213194.000000 Penalty: 5409.226562
	Iteration 133Q: 3 clusters Score -1.021319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -10213196.000000 Penalty: 5409.226562
	Iteration 134Q: 3 clusters Score -1.02132e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -10213194.000000 Penalty: 5409.226562
	Iteration 135Q: 3 clusters Score -1.021319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -10213196.000000 Penalty: 5409.226562
	Iteration 136Q: 3 clusters Score -1.02132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -10213214.000000 Penalty: 5409.226562
	Iteration 137Q: 3 clusters Score -1.021321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -10213216.000000 Penalty: 5409.226562
	Iteration 138Q: 3 clusters Score -1.021322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -10213221.000000 Penalty: 5409.226562
	Iteration 139Q: 3 clusters Score -1.021322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -10213220.000000 Penalty: 5409.226562
	Iteration 140F: 3 clusters Score -1.021322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -10213216.000000 Penalty: 5409.226562
	Iteration 141Q: 3 clusters Score -1.021322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -10213216.000000 Penalty: 5409.226562
	Iteration 142F: 3 clusters Score -1.021322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 50298 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 50660 members 
Mstep: Class 5 contains 39792 members 
Mstep: Class 6 contains 52401 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46732 members 
Mstep: Class 9 contains 44691 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46405 members 
Mstep: Class 12 contains 10794 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 19018 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 2119 members 
Mstep: Class 17 contains 27745 members 
Mstep: Class 18 contains 52971 members 
Mstep: Class 19 contains 44779 members 
Mstep: Class 20 contains 9954 members 
Mstep: Class 21 contains 49316 members 
Mstep: Class 22 contains 754 members 
Mstep: Class 23 contains 47366 members 
Mstep: Class 24 contains 11056 members 
Mstep: Class 25 contains 43692 members 
Entering Unmasked Estep 
Score: -126889952.000000 Penalty: 83433.343750
Splitting cluster 12 changes total score from -126887952.000000 to -126889952.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Entering Unmasked Estep 
Score: -150370.890625 Penalty: 1673.692383
	Iteration 0F: 2 clusters Score -150370.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -148536.109375 Penalty: 3347.384766
	Iteration 0F: 3 clusters Score -148536.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -148748.000000 Penalty: 3347.384766
	Iteration 1F: 3 clusters Score -148748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -148783.468750 Penalty: 3347.384766
	Iteration 2Q: 3 clusters Score -148783.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -148805.203125 Penalty: 3347.384766
	Iteration 3Q: 3 clusters Score -148805.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -148824.015625 Penalty: 3347.384766
	Iteration 4Q: 3 clusters Score -148824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -148835.515625 Penalty: 3347.384766
	Iteration 5Q: 3 clusters Score -148835.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -148847.390625 Penalty: 3347.384766
	Iteration 6Q: 3 clusters Score -148847.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -148854.171875 Penalty: 3347.384766
	Iteration 7Q: 3 clusters Score -148854.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -148865.125000 Penalty: 3347.384766
	Iteration 8Q: 3 clusters Score -148865.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -148868.156250 Penalty: 3347.384766
	Iteration 9Q: 3 clusters Score -148868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -148872.875000 Penalty: 3347.384766
	Iteration 10Q: 3 clusters Score -148872.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -148872.875000 Penalty: 3347.384766
	Iteration 11F: 3 clusters Score -148872.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Entering Unmasked Estep 
Score: -3521650.000000 Penalty: 2443.578857
	Iteration 0F: 2 clusters Score -3521650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3508190.500000 Penalty: 4887.157715
	Iteration 0F: 3 clusters Score -3508190 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3512499.250000 Penalty: 4887.157715
	Iteration 1F: 3 clusters Score -3512499 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3512865.000000 Penalty: 4887.157715
	Iteration 2F: 3 clusters Score -3512865 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3513142.250000 Penalty: 4887.157715
	Iteration 3Q: 3 clusters Score -3513142 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -3513347.250000 Penalty: 4887.157715
	Iteration 4Q: 3 clusters Score -3513347 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3513557.000000 Penalty: 4887.157715
	Iteration 5Q: 3 clusters Score -3513557 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3513733.500000 Penalty: 4887.157715
	Iteration 6Q: 3 clusters Score -3513734 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3513946.000000 Penalty: 4887.157715
	Iteration 7Q: 3 clusters Score -3513946 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3514204.750000 Penalty: 4887.157715
	Iteration 8Q: 3 clusters Score -3514205 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3514522.750000 Penalty: 4887.157715
	Iteration 9Q: 3 clusters Score -3514523 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -3514920.250000 Penalty: 4887.157715
	Iteration 10Q: 3 clusters Score -3514920 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -3515362.750000 Penalty: 4887.157715
	Iteration 11Q: 3 clusters Score -3515363 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -3515924.750000 Penalty: 4887.157715
	Iteration 12Q: 3 clusters Score -3515925 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3516526.500000 Penalty: 4887.157715
	Iteration 13F: 3 clusters Score -3516526 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -3517298.250000 Penalty: 4887.157715
	Iteration 14F: 3 clusters Score -3517298 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3518029.750000 Penalty: 4887.157715
	Iteration 15F: 3 clusters Score -3518030 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3518543.750000 Penalty: 4887.157715
	Iteration 16Q: 3 clusters Score -3518544 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3518913.000000 Penalty: 4887.157715
	Iteration 17Q: 3 clusters Score -3518913 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -3519167.500000 Penalty: 4887.157715
	Iteration 18Q: 3 clusters Score -3519168 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3519350.750000 Penalty: 4887.157715
	Iteration 19Q: 3 clusters Score -3519351 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3519486.000000 Penalty: 4887.157715
	Iteration 20F: 3 clusters Score -3519486 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3519579.500000 Penalty: 4887.157715
	Iteration 21Q: 3 clusters Score -3519580 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -3519629.500000 Penalty: 4887.157715
	Iteration 22Q: 3 clusters Score -3519630 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -3519671.500000 Penalty: 4887.157715
	Iteration 23Q: 3 clusters Score -3519672 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -3519697.750000 Penalty: 4887.157715
	Iteration 24Q: 3 clusters Score -3519698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -3519717.000000 Penalty: 4887.157715
	Iteration 25Q: 3 clusters Score -3519717 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3519732.750000 Penalty: 4887.157715
	Iteration 26Q: 3 clusters Score -3519733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3519759.000000 Penalty: 4887.157715
	Iteration 27Q: 3 clusters Score -3519759 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -3519767.500000 Penalty: 4887.157715
	Iteration 28Q: 3 clusters Score -3519768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -3519777.750000 Penalty: 4887.157715
	Iteration 29Q: 3 clusters Score -3519778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3519786.250000 Penalty: 4887.157715
	Iteration 30Q: 3 clusters Score -3519786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3519799.250000 Penalty: 4887.157715
	Iteration 31Q: 3 clusters Score -3519799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3519796.750000 Penalty: 4887.157715
	Iteration 32Q: 3 clusters Score -3519797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -3519804.500000 Penalty: 4887.157715
	Iteration 33Q: 3 clusters Score -3519804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -3519817.000000 Penalty: 4887.157715
	Iteration 34Q: 3 clusters Score -3519817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3519809.500000 Penalty: 4887.157715
	Iteration 35Q: 3 clusters Score -3519810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3519816.000000 Penalty: 4887.157715
	Iteration 36Q: 3 clusters Score -3519816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3519822.250000 Penalty: 4887.157715
	Iteration 37Q: 3 clusters Score -3519822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -3519824.500000 Penalty: 4887.157715
	Iteration 38Q: 3 clusters Score -3519824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3519828.250000 Penalty: 4887.157715
	Iteration 39Q: 3 clusters Score -3519828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3519831.500000 Penalty: 4887.157715
	Iteration 40F: 3 clusters Score -3519832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -3519830.250000 Penalty: 4887.157715
	Iteration 41Q: 3 clusters Score -3519830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3519831.750000 Penalty: 4887.157715
	Iteration 42Q: 3 clusters Score -3519832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -3519828.250000 Penalty: 4887.157715
	Iteration 43Q: 3 clusters Score -3519828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3519825.250000 Penalty: 4887.157715
	Iteration 44Q: 3 clusters Score -3519825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -3519829.000000 Penalty: 4887.157715
	Iteration 45Q: 3 clusters Score -3519829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3519832.500000 Penalty: 4887.157715
	Iteration 46Q: 3 clusters Score -3519832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3519836.000000 Penalty: 4887.157715
	Iteration 47Q: 3 clusters Score -3519836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3519834.750000 Penalty: 4887.157715
	Iteration 48Q: 3 clusters Score -3519835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3519830.750000 Penalty: 4887.157715
	Iteration 49Q: 3 clusters Score -3519831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3519840.750000 Penalty: 4887.157715
	Iteration 50Q: 3 clusters Score -3519841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3519843.250000 Penalty: 4887.157715
	Iteration 51Q: 3 clusters Score -3519843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3519840.000000 Penalty: 4887.157715
	Iteration 52Q: 3 clusters Score -3519840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3519842.250000 Penalty: 4887.157715
	Iteration 53Q: 3 clusters Score -3519842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3519848.500000 Penalty: 4887.157715
	Iteration 54Q: 3 clusters Score -3519848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3519851.000000 Penalty: 4887.157715
	Iteration 55Q: 3 clusters Score -3519851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3519844.500000 Penalty: 4887.157715
	Iteration 56Q: 3 clusters Score -3519844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3519854.250000 Penalty: 4887.157715
	Iteration 57Q: 3 clusters Score -3519854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -3519855.500000 Penalty: 4887.157715
	Iteration 58Q: 3 clusters Score -3519856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3519857.750000 Penalty: 4887.157715
	Iteration 59Q: 3 clusters Score -3519858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -3519856.250000 Penalty: 4887.157715
	Iteration 60F: 3 clusters Score -3519856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -3519853.750000 Penalty: 4887.157715
	Iteration 61Q: 3 clusters Score -3519854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3519854.500000 Penalty: 4887.157715
	Iteration 62Q: 3 clusters Score -3519854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3519861.750000 Penalty: 4887.157715
	Iteration 63Q: 3 clusters Score -3519862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -3519868.750000 Penalty: 4887.157715
	Iteration 64Q: 3 clusters Score -3519869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -3519876.000000 Penalty: 4887.157715
	Iteration 65Q: 3 clusters Score -3519876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3519877.250000 Penalty: 4887.157715
	Iteration 66Q: 3 clusters Score -3519877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -3519869.250000 Penalty: 4887.157715
	Iteration 67Q: 3 clusters Score -3519869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3519878.750000 Penalty: 4887.157715
	Iteration 68Q: 3 clusters Score -3519879 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -3519877.250000 Penalty: 4887.157715
	Iteration 69Q: 3 clusters Score -3519877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3519868.250000 Penalty: 4887.157715
	Iteration 70Q: 3 clusters Score -3519868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3519871.500000 Penalty: 4887.157715
	Iteration 71Q: 3 clusters Score -3519872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3519877.000000 Penalty: 4887.157715
	Iteration 72Q: 3 clusters Score -3519877 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -3519890.750000 Penalty: 4887.157715
	Iteration 73Q: 3 clusters Score -3519891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3519890.500000 Penalty: 4887.157715
	Iteration 74Q: 3 clusters Score -3519890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3519903.000000 Penalty: 4887.157715
	Iteration 75Q: 3 clusters Score -3519903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3519902.500000 Penalty: 4887.157715
	Iteration 76Q: 3 clusters Score -3519902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3519905.750000 Penalty: 4887.157715
	Iteration 77Q: 3 clusters Score -3519906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3519906.750000 Penalty: 4887.157715
	Iteration 78Q: 3 clusters Score -3519907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -3519908.000000 Penalty: 4887.157715
	Iteration 79Q: 3 clusters Score -3519908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -3519915.250000 Penalty: 4887.157715
	Iteration 80F: 3 clusters Score -3519915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3519919.500000 Penalty: 4887.157715
	Iteration 81Q: 3 clusters Score -3519920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3519920.250000 Penalty: 4887.157715
	Iteration 82Q: 3 clusters Score -3519920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -3519924.000000 Penalty: 4887.157715
	Iteration 83Q: 3 clusters Score -3519924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -3519922.000000 Penalty: 4887.157715
	Iteration 84Q: 3 clusters Score -3519922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3519926.500000 Penalty: 4887.157715
	Iteration 85Q: 3 clusters Score -3519926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3519925.500000 Penalty: 4887.157715
	Iteration 86Q: 3 clusters Score -3519926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -3519930.750000 Penalty: 4887.157715
	Iteration 87Q: 3 clusters Score -3519931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3519931.250000 Penalty: 4887.157715
	Iteration 88Q: 3 clusters Score -3519931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3519938.250000 Penalty: 4887.157715
	Iteration 89Q: 3 clusters Score -3519938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3519933.250000 Penalty: 4887.157715
	Iteration 90Q: 3 clusters Score -3519933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3519933.500000 Penalty: 4887.157715
	Iteration 91Q: 3 clusters Score -3519934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -3519932.250000 Penalty: 4887.157715
	Iteration 92Q: 3 clusters Score -3519932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -3519936.750000 Penalty: 4887.157715
	Iteration 93Q: 3 clusters Score -3519937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -3519934.000000 Penalty: 4887.157715
	Iteration 94Q: 3 clusters Score -3519934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3519933.250000 Penalty: 4887.157715
	Iteration 95Q: 3 clusters Score -3519933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3519933.750000 Penalty: 4887.157715
	Iteration 96Q: 3 clusters Score -3519934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -3519931.750000 Penalty: 4887.157715
	Iteration 97Q: 3 clusters Score -3519932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -3519934.750000 Penalty: 4887.157715
	Iteration 98Q: 3 clusters Score -3519935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3519938.000000 Penalty: 4887.157715
	Iteration 99Q: 3 clusters Score -3519938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -3519941.500000 Penalty: 4887.157715
	Iteration 100F: 3 clusters Score -3519942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3519945.250000 Penalty: 4887.157715
	Iteration 101Q: 3 clusters Score -3519945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3519941.750000 Penalty: 4887.157715
	Iteration 102Q: 3 clusters Score -3519942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -3519947.750000 Penalty: 4887.157715
	Iteration 103Q: 3 clusters Score -3519948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3519943.000000 Penalty: 4887.157715
	Iteration 104Q: 3 clusters Score -3519943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -3519946.750000 Penalty: 4887.157715
	Iteration 105Q: 3 clusters Score -3519947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3519943.250000 Penalty: 4887.157715
	Iteration 106Q: 3 clusters Score -3519943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3519946.750000 Penalty: 4887.157715
	Iteration 107Q: 3 clusters Score -3519947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -3519951.000000 Penalty: 4887.157715
	Iteration 108Q: 3 clusters Score -3519951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3519952.750000 Penalty: 4887.157715
	Iteration 109Q: 3 clusters Score -3519953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3519951.750000 Penalty: 4887.157715
	Iteration 110Q: 3 clusters Score -3519952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -3519960.500000 Penalty: 4887.157715
	Iteration 111Q: 3 clusters Score -3519960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3519957.000000 Penalty: 4887.157715
	Iteration 112Q: 3 clusters Score -3519957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3519956.750000 Penalty: 4887.157715
	Iteration 113Q: 3 clusters Score -3519957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3519957.000000 Penalty: 4887.157715
	Iteration 114Q: 3 clusters Score -3519957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -3519953.750000 Penalty: 4887.157715
	Iteration 115Q: 3 clusters Score -3519954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3519956.750000 Penalty: 4887.157715
	Iteration 116Q: 3 clusters Score -3519957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3519959.250000 Penalty: 4887.157715
	Iteration 117Q: 3 clusters Score -3519959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3519956.500000 Penalty: 4887.157715
	Iteration 118Q: 3 clusters Score -3519956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3519963.750000 Penalty: 4887.157715
	Iteration 119Q: 3 clusters Score -3519964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3519962.250000 Penalty: 4887.157715
	Iteration 120F: 3 clusters Score -3519962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3519961.000000 Penalty: 4887.157715
	Iteration 121Q: 3 clusters Score -3519961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3519964.250000 Penalty: 4887.157715
	Iteration 122Q: 3 clusters Score -3519964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3519963.000000 Penalty: 4887.157715
	Iteration 123Q: 3 clusters Score -3519963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3519963.000000 Penalty: 4887.157715
	Iteration 124Q: 3 clusters Score -3519963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3519967.500000 Penalty: 4887.157715
	Iteration 125Q: 3 clusters Score -3519968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3519965.500000 Penalty: 4887.157715
	Iteration 126Q: 3 clusters Score -3519966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -3519964.000000 Penalty: 4887.157715
	Iteration 127Q: 3 clusters Score -3519964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3519967.500000 Penalty: 4887.157715
	Iteration 128Q: 3 clusters Score -3519968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3519959.500000 Penalty: 4887.157715
	Iteration 129Q: 3 clusters Score -3519960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3519968.750000 Penalty: 4887.157715
	Iteration 130Q: 3 clusters Score -3519969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3519966.750000 Penalty: 4887.157715
	Iteration 131Q: 3 clusters Score -3519967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3519964.750000 Penalty: 4887.157715
	Iteration 132Q: 3 clusters Score -3519965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3519970.750000 Penalty: 4887.157715
	Iteration 133Q: 3 clusters Score -3519971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3519973.000000 Penalty: 4887.157715
	Iteration 134Q: 3 clusters Score -3519973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3519970.000000 Penalty: 4887.157715
	Iteration 135Q: 3 clusters Score -3519970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -3519971.000000 Penalty: 4887.157715
	Iteration 136Q: 3 clusters Score -3519971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -3519971.250000 Penalty: 4887.157715
	Iteration 137Q: 3 clusters Score -3519971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3519976.250000 Penalty: 4887.157715
	Iteration 138Q: 3 clusters Score -3519976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3519980.750000 Penalty: 4887.157715
	Iteration 139Q: 3 clusters Score -3519981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3519990.500000 Penalty: 4887.157715
	Iteration 140F: 3 clusters Score -3519990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3519990.750000 Penalty: 4887.157715
	Iteration 141Q: 3 clusters Score -3519991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3519991.500000 Penalty: 4887.157715
	Iteration 142Q: 3 clusters Score -3519992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3520000.750000 Penalty: 4887.157715
	Iteration 143Q: 3 clusters Score -3520001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3520003.500000 Penalty: 4887.157715
	Iteration 144Q: 3 clusters Score -3520004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3520007.000000 Penalty: 4887.157715
	Iteration 145Q: 3 clusters Score -3520007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -3520003.250000 Penalty: 4887.157715
	Iteration 146Q: 3 clusters Score -3520003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3520002.750000 Penalty: 4887.157715
	Iteration 147Q: 3 clusters Score -3520003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3519999.000000 Penalty: 4887.157715
	Iteration 148Q: 3 clusters Score -3519999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -3520001.250000 Penalty: 4887.157715
	Iteration 149Q: 3 clusters Score -3520001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -3520005.750000 Penalty: 4887.157715
	Iteration 150Q: 3 clusters Score -3520006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3520003.500000 Penalty: 4887.157715
	Iteration 151Q: 3 clusters Score -3520004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3519998.500000 Penalty: 4887.157715
	Iteration 152Q: 3 clusters Score -3519998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3519997.750000 Penalty: 4887.157715
	Iteration 153Q: 3 clusters Score -3519998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -3519999.250000 Penalty: 4887.157715
	Iteration 154Q: 3 clusters Score -3519999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3520004.250000 Penalty: 4887.157715
	Iteration 155Q: 3 clusters Score -3520004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3520001.750000 Penalty: 4887.157715
	Iteration 156Q: 3 clusters Score -3520002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3520013.000000 Penalty: 4887.157715
	Iteration 157Q: 3 clusters Score -3520013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3520012.750000 Penalty: 4887.157715
	Iteration 158Q: 3 clusters Score -3520013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3520019.250000 Penalty: 4887.157715
	Iteration 159Q: 3 clusters Score -3520019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -3520013.250000 Penalty: 4887.157715
	Iteration 160F: 3 clusters Score -3520013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3520022.000000 Penalty: 4887.157715
	Iteration 161Q: 3 clusters Score -3520022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -3520016.000000 Penalty: 4887.157715
	Iteration 162Q: 3 clusters Score -3520016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -3520015.000000 Penalty: 4887.157715
	Iteration 163Q: 3 clusters Score -3520015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -3520012.750000 Penalty: 4887.157715
	Iteration 164Q: 3 clusters Score -3520013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3520019.000000 Penalty: 4887.157715
	Iteration 165Q: 3 clusters Score -3520019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3520018.000000 Penalty: 4887.157715
	Iteration 166Q: 3 clusters Score -3520018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3520035.500000 Penalty: 4887.157715
	Iteration 167Q: 3 clusters Score -3520036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3520037.750000 Penalty: 4887.157715
	Iteration 168Q: 3 clusters Score -3520038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3520041.000000 Penalty: 4887.157715
	Iteration 169Q: 3 clusters Score -3520041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3520041.000000 Penalty: 4887.157715
	Iteration 170Q: 3 clusters Score -3520041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3520043.250000 Penalty: 4887.157715
	Iteration 171Q: 3 clusters Score -3520043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -3520048.750000 Penalty: 4887.157715
	Iteration 172Q: 3 clusters Score -3520049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3520048.000000 Penalty: 4887.157715
	Iteration 173Q: 3 clusters Score -3520048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -3520047.750000 Penalty: 4887.157715
	Iteration 174Q: 3 clusters Score -3520048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3520054.750000 Penalty: 4887.157715
	Iteration 175Q: 3 clusters Score -3520055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -3520051.000000 Penalty: 4887.157715
	Iteration 176Q: 3 clusters Score -3520051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -3520058.250000 Penalty: 4887.157715
	Iteration 177Q: 3 clusters Score -3520058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -3520057.750000 Penalty: 4887.157715
	Iteration 178Q: 3 clusters Score -3520058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -3520058.500000 Penalty: 4887.157715
	Iteration 179Q: 3 clusters Score -3520058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3520055.750000 Penalty: 4887.157715
	Iteration 180F: 3 clusters Score -3520056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3520050.750000 Penalty: 4887.157715
	Iteration 181Q: 3 clusters Score -3520051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -3520052.500000 Penalty: 4887.157715
	Iteration 182Q: 3 clusters Score -3520052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -3520054.250000 Penalty: 4887.157715
	Iteration 183Q: 3 clusters Score -3520054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3520058.750000 Penalty: 4887.157715
	Iteration 184Q: 3 clusters Score -3520059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3520054.750000 Penalty: 4887.157715
	Iteration 185Q: 3 clusters Score -3520055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3520060.500000 Penalty: 4887.157715
	Iteration 186Q: 3 clusters Score -3520060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3520058.500000 Penalty: 4887.157715
	Iteration 187Q: 3 clusters Score -3520058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3520055.750000 Penalty: 4887.157715
	Iteration 188Q: 3 clusters Score -3520056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3520057.750000 Penalty: 4887.157715
	Iteration 189Q: 3 clusters Score -3520058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3520057.000000 Penalty: 4887.157715
	Iteration 190Q: 3 clusters Score -3520057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -3520056.750000 Penalty: 4887.157715
	Iteration 191Q: 3 clusters Score -3520057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3520059.000000 Penalty: 4887.157715
	Iteration 192Q: 3 clusters Score -3520059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3520056.750000 Penalty: 4887.157715
	Iteration 193Q: 3 clusters Score -3520057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3520056.750000 Penalty: 4887.157715
	Iteration 194F: 3 clusters Score -3520057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -124039.914062 Penalty: 1628.534790
	Iteration 0F: 2 clusters Score -124039.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -122349.937500 Penalty: 3257.069580
	Iteration 0F: 3 clusters Score -122349.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -122652.125000 Penalty: 3257.069580
	Iteration 1F: 3 clusters Score -122652.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -122742.218750 Penalty: 3257.069580
	Iteration 2F: 3 clusters Score -122742.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -122796.968750 Penalty: 3257.069580
	Iteration 3Q: 3 clusters Score -122797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -122825.429688 Penalty: 3257.069580
	Iteration 4Q: 3 clusters Score -122825.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -122852.539062 Penalty: 3257.069580
	Iteration 5Q: 3 clusters Score -122852.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -122891.125000 Penalty: 3257.069580
	Iteration 6Q: 3 clusters Score -122891.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -122922.765625 Penalty: 3257.069580
	Iteration 7Q: 3 clusters Score -122922.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -122932.492188 Penalty: 3257.069580
	Iteration 8Q: 3 clusters Score -122932.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -122932.492188 Penalty: 3257.069580
	Iteration 9F: 3 clusters Score -122932.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -356238.031250 Penalty: 1899.357422
	Iteration 0F: 2 clusters Score -356238 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 1053 members 
Entering Unmasked Estep 
Score: -353540.437500 Penalty: 3798.714844
	Iteration 0F: 3 clusters Score -353540.4 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -354216.937500 Penalty: 3798.714844
	Iteration 1F: 3 clusters Score -354216.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -354699.250000 Penalty: 3798.714844
	Iteration 2F: 3 clusters Score -354699.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -355180.968750 Penalty: 3798.714844
	Iteration 3F: 3 clusters Score -355181 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -355521.531250 Penalty: 3798.714844
	Iteration 4F: 3 clusters Score -355521.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -355694.531250 Penalty: 3798.714844
	Iteration 5F: 3 clusters Score -355694.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -355791.468750 Penalty: 3798.714844
	Iteration 6Q: 3 clusters Score -355791.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -355853.468750 Penalty: 3798.714844
	Iteration 7Q: 3 clusters Score -355853.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -355895.250000 Penalty: 3798.714844
	Iteration 8Q: 3 clusters Score -355895.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -355945.625000 Penalty: 3798.714844
	Iteration 9Q: 3 clusters Score -355945.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -355975.593750 Penalty: 3798.714844
	Iteration 10Q: 3 clusters Score -355975.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -355990.718750 Penalty: 3798.714844
	Iteration 11Q: 3 clusters Score -355990.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -356003.218750 Penalty: 3798.714844
	Iteration 12Q: 3 clusters Score -356003.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -356005.000000 Penalty: 3798.714844
	Iteration 13Q: 3 clusters Score -356005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -356012.062500 Penalty: 3798.714844
	Iteration 14Q: 3 clusters Score -356012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -356016.875000 Penalty: 3798.714844
	Iteration 15Q: 3 clusters Score -356016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -356021.656250 Penalty: 3798.714844
	Iteration 16Q: 3 clusters Score -356021.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -356030.750000 Penalty: 3798.714844
	Iteration 17Q: 3 clusters Score -356030.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -356040.187500 Penalty: 3798.714844
	Iteration 18Q: 3 clusters Score -356040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -356048.218750 Penalty: 3798.714844
	Iteration 19Q: 3 clusters Score -356048.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -356054.531250 Penalty: 3798.714844
	Iteration 20F: 3 clusters Score -356054.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -356056.281250 Penalty: 3798.714844
	Iteration 21Q: 3 clusters Score -356056.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -356056.281250 Penalty: 3798.714844
	Iteration 22F: 3 clusters Score -356056.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Entering Unmasked Estep 
Score: -4966835.500000 Penalty: 2537.241211
	Iteration 0F: 2 clusters Score -4966836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -4947845.500000 Penalty: 5074.482422
	Iteration 0F: 3 clusters Score -4947846 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4954467.000000 Penalty: 5074.482422
	Iteration 1F: 3 clusters Score -4954467 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -4954888.000000 Penalty: 5074.482422
	Iteration 2Q: 3 clusters Score -4954888 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4955263.000000 Penalty: 5074.482422
	Iteration 3Q: 3 clusters Score -4955263 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -4955572.000000 Penalty: 5074.482422
	Iteration 4Q: 3 clusters Score -4955572 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -4955884.000000 Penalty: 5074.482422
	Iteration 5Q: 3 clusters Score -4955884 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4956239.000000 Penalty: 5074.482422
	Iteration 6Q: 3 clusters Score -4956239 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -4956740.000000 Penalty: 5074.482422
	Iteration 7Q: 3 clusters Score -4956740 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -4957381.500000 Penalty: 5074.482422
	Iteration 8Q: 3 clusters Score -4957382 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -4958277.500000 Penalty: 5074.482422
	Iteration 9F: 3 clusters Score -4958278 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -4959510.500000 Penalty: 5074.482422
	Iteration 10F: 3 clusters Score -4959510 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -4961008.000000 Penalty: 5074.482422
	Iteration 11F: 3 clusters Score -4961008 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4962443.000000 Penalty: 5074.482422
	Iteration 12F: 3 clusters Score -4962443 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -4963471.500000 Penalty: 5074.482422
	Iteration 13Q: 3 clusters Score -4963472 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4964041.000000 Penalty: 5074.482422
	Iteration 14Q: 3 clusters Score -4964041 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4964297.500000 Penalty: 5074.482422
	Iteration 15Q: 3 clusters Score -4964298 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4964432.500000 Penalty: 5074.482422
	Iteration 16Q: 3 clusters Score -4964432 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4964525.500000 Penalty: 5074.482422
	Iteration 17Q: 3 clusters Score -4964526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4964577.000000 Penalty: 5074.482422
	Iteration 18Q: 3 clusters Score -4964577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4964605.500000 Penalty: 5074.482422
	Iteration 19Q: 3 clusters Score -4964606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4964620.000000 Penalty: 5074.482422
	Iteration 20F: 3 clusters Score -4964620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4964627.000000 Penalty: 5074.482422
	Iteration 21Q: 3 clusters Score -4964627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4964627.500000 Penalty: 5074.482422
	Iteration 22Q: 3 clusters Score -4964628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4964624.000000 Penalty: 5074.482422
	Iteration 23Q: 3 clusters Score -4964624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4964624.000000 Penalty: 5074.482422
	Iteration 24F: 3 clusters Score -4964624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (52971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52971 members 
Entering Unmasked Estep 
Score: -9820909.000000 Penalty: 2697.619873
	Iteration 0F: 2 clusters Score -9820909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -9790339.000000 Penalty: 5395.239746
	Iteration 0F: 3 clusters Score -9790339 nChanged 24544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -9804091.000000 Penalty: 5395.239746
	Iteration 1F: 3 clusters Score -9804091 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -9804614.000000 Penalty: 5395.239746
	Iteration 2Q: 3 clusters Score -9804614 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -9805148.000000 Penalty: 5395.239746
	Iteration 3Q: 3 clusters Score -9805148 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -9805730.000000 Penalty: 5395.239746
	Iteration 4Q: 3 clusters Score -9805730 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -9806645.000000 Penalty: 5395.239746
	Iteration 5Q: 3 clusters Score -9806645 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -9808005.000000 Penalty: 5395.239746
	Iteration 6F: 3 clusters Score -9808005 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -9810162.000000 Penalty: 5395.239746
	Iteration 7F: 3 clusters Score -9810162 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -9813109.000000 Penalty: 5395.239746
	Iteration 8F: 3 clusters Score -9813109 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -9815940.000000 Penalty: 5395.239746
	Iteration 9F: 3 clusters Score -9815940 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -9817654.000000 Penalty: 5395.239746
	Iteration 10F: 3 clusters Score -9817654 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -9817951.000000 Penalty: 5395.239746
	Iteration 11Q: 3 clusters Score -9817951 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9818246.000000 Penalty: 5395.239746
	Iteration 12Q: 3 clusters Score -9818246 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9818426.000000 Penalty: 5395.239746
	Iteration 13Q: 3 clusters Score -9818426 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9818515.000000 Penalty: 5395.239746
	Iteration 14Q: 3 clusters Score -9818515 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9818559.000000 Penalty: 5395.239746
	Iteration 15Q: 3 clusters Score -9818559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9818617.000000 Penalty: 5395.239746
	Iteration 16Q: 3 clusters Score -9818617 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9818640.000000 Penalty: 5395.239746
	Iteration 17Q: 3 clusters Score -9818640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9818677.000000 Penalty: 5395.239746
	Iteration 18Q: 3 clusters Score -9818677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9818705.000000 Penalty: 5395.239746
	Iteration 19Q: 3 clusters Score -9818705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9818703.000000 Penalty: 5395.239746
	Iteration 20F: 3 clusters Score -9818703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9818715.000000 Penalty: 5395.239746
	Iteration 21Q: 3 clusters Score -9818715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9818724.000000 Penalty: 5395.239746
	Iteration 22Q: 3 clusters Score -9818724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9818724.000000 Penalty: 5395.239746
	Iteration 23Q: 3 clusters Score -9818724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9818722.000000 Penalty: 5395.239746
	Iteration 24Q: 3 clusters Score -9818722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9818734.000000 Penalty: 5395.239746
	Iteration 25Q: 3 clusters Score -9818734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9818728.000000 Penalty: 5395.239746
	Iteration 26Q: 3 clusters Score -9818728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9818725.000000 Penalty: 5395.239746
	Iteration 27Q: 3 clusters Score -9818725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9818725.000000 Penalty: 5395.239746
	Iteration 28F: 3 clusters Score -9818725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Entering Unmasked Estep 
Score: -8245804.500000 Penalty: 2655.954590
	Iteration 0F: 2 clusters Score -8245804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -8216144.000000 Penalty: 5311.909180
	Iteration 0F: 3 clusters Score -8216144 nChanged 20768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -8227478.000000 Penalty: 5311.909180
	Iteration 1F: 3 clusters Score -8227478 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -8227926.500000 Penalty: 5311.909180
	Iteration 2Q: 3 clusters Score -8227926 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -8228352.500000 Penalty: 5311.909180
	Iteration 3Q: 3 clusters Score -8228352 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -8228790.000000 Penalty: 5311.909180
	Iteration 4Q: 3 clusters Score -8228790 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -8229317.500000 Penalty: 5311.909180
	Iteration 5Q: 3 clusters Score -8229318 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -8229982.000000 Penalty: 5311.909180
	Iteration 6Q: 3 clusters Score -8229982 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -8230985.500000 Penalty: 5311.909180
	Iteration 7Q: 3 clusters Score -8230986 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -8232370.000000 Penalty: 5311.909180
	Iteration 8F: 3 clusters Score -8232370 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -8234373.500000 Penalty: 5311.909180
	Iteration 9F: 3 clusters Score -8234374 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -8236824.000000 Penalty: 5311.909180
	Iteration 10F: 3 clusters Score -8236824 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -8239173.000000 Penalty: 5311.909180
	Iteration 11F: 3 clusters Score -8239173 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -8240702.500000 Penalty: 5311.909180
	Iteration 12Q: 3 clusters Score -8240702 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -8241440.000000 Penalty: 5311.909180
	Iteration 13Q: 3 clusters Score -8241440 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -8241955.000000 Penalty: 5311.909180
	Iteration 14Q: 3 clusters Score -8241955 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -8242231.500000 Penalty: 5311.909180
	Iteration 15Q: 3 clusters Score -8242232 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -8242454.000000 Penalty: 5311.909180
	Iteration 16Q: 3 clusters Score -8242454 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -8242665.500000 Penalty: 5311.909180
	Iteration 17Q: 3 clusters Score -8242666 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -8242826.500000 Penalty: 5311.909180
	Iteration 18Q: 3 clusters Score -8242826 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -8243032.500000 Penalty: 5311.909180
	Iteration 19Q: 3 clusters Score -8243032 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -8243197.000000 Penalty: 5311.909180
	Iteration 20F: 3 clusters Score -8243197 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -8243339.000000 Penalty: 5311.909180
	Iteration 21Q: 3 clusters Score -8243339 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -8243468.500000 Penalty: 5311.909180
	Iteration 22Q: 3 clusters Score -8243468 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -8243564.500000 Penalty: 5311.909180
	Iteration 23Q: 3 clusters Score -8243564 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -8243680.000000 Penalty: 5311.909180
	Iteration 24Q: 3 clusters Score -8243680 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -8243786.000000 Penalty: 5311.909180
	Iteration 25Q: 3 clusters Score -8243786 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -8243823.500000 Penalty: 5311.909180
	Iteration 26Q: 3 clusters Score -8243824 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -8243895.000000 Penalty: 5311.909180
	Iteration 27Q: 3 clusters Score -8243895 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -8243945.000000 Penalty: 5311.909180
	Iteration 28Q: 3 clusters Score -8243945 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -8243981.500000 Penalty: 5311.909180
	Iteration 29Q: 3 clusters Score -8243982 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -8244029.500000 Penalty: 5311.909180
	Iteration 30Q: 3 clusters Score -8244030 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -8244085.500000 Penalty: 5311.909180
	Iteration 31Q: 3 clusters Score -8244086 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -8244150.500000 Penalty: 5311.909180
	Iteration 32Q: 3 clusters Score -8244150 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -8244187.000000 Penalty: 5311.909180
	Iteration 33Q: 3 clusters Score -8244187 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -8244220.500000 Penalty: 5311.909180
	Iteration 34Q: 3 clusters Score -8244220 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -8244257.500000 Penalty: 5311.909180
	Iteration 35Q: 3 clusters Score -8244258 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -8244287.000000 Penalty: 5311.909180
	Iteration 36Q: 3 clusters Score -8244287 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -8244364.000000 Penalty: 5311.909180
	Iteration 37Q: 3 clusters Score -8244364 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -8244380.000000 Penalty: 5311.909180
	Iteration 38Q: 3 clusters Score -8244380 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -8244386.500000 Penalty: 5311.909180
	Iteration 39Q: 3 clusters Score -8244386 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8244385.000000 Penalty: 5311.909180
	Iteration 40F: 3 clusters Score -8244385 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -8244390.500000 Penalty: 5311.909180
	Iteration 41Q: 3 clusters Score -8244390 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -8244379.500000 Penalty: 5311.909180
	Iteration 42Q: 3 clusters Score -8244380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -8244387.500000 Penalty: 5311.909180
	Iteration 43Q: 3 clusters Score -8244388 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8244389.000000 Penalty: 5311.909180
	Iteration 44Q: 3 clusters Score -8244389 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8244389.000000 Penalty: 5311.909180
	Iteration 45Q: 3 clusters Score -8244389 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8244380.500000 Penalty: 5311.909180
	Iteration 46Q: 3 clusters Score -8244380 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8244389.000000 Penalty: 5311.909180
	Iteration 47Q: 3 clusters Score -8244389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8244380.500000 Penalty: 5311.909180
	Iteration 48Q: 3 clusters Score -8244380 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8244372.000000 Penalty: 5311.909180
	Iteration 49Q: 3 clusters Score -8244372 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8244333.000000 Penalty: 5311.909180
	Iteration 50Q: 3 clusters Score -8244333 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8244327.500000 Penalty: 5311.909180
	Iteration 51Q: 3 clusters Score -8244328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8244304.500000 Penalty: 5311.909180
	Iteration 52Q: 3 clusters Score -8244304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8244277.000000 Penalty: 5311.909180
	Iteration 53Q: 3 clusters Score -8244277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8244278.500000 Penalty: 5311.909180
	Iteration 54Q: 3 clusters Score -8244278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8244266.500000 Penalty: 5311.909180
	Iteration 55Q: 3 clusters Score -8244266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8244258.500000 Penalty: 5311.909180
	Iteration 56Q: 3 clusters Score -8244258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8244251.500000 Penalty: 5311.909180
	Iteration 57Q: 3 clusters Score -8244252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8244244.500000 Penalty: 5311.909180
	Iteration 58Q: 3 clusters Score -8244244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8244234.000000 Penalty: 5311.909180
	Iteration 59Q: 3 clusters Score -8244234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8244232.000000 Penalty: 5311.909180
	Iteration 60F: 3 clusters Score -8244232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8244211.000000 Penalty: 5311.909180
	Iteration 61Q: 3 clusters Score -8244211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8244208.500000 Penalty: 5311.909180
	Iteration 62Q: 3 clusters Score -8244208 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8244220.000000 Penalty: 5311.909180
	Iteration 63Q: 3 clusters Score -8244220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8244208.000000 Penalty: 5311.909180
	Iteration 64Q: 3 clusters Score -8244208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8244212.000000 Penalty: 5311.909180
	Iteration 65Q: 3 clusters Score -8244212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8244199.500000 Penalty: 5311.909180
	Iteration 66Q: 3 clusters Score -8244200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8244205.000000 Penalty: 5311.909180
	Iteration 67Q: 3 clusters Score -8244205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8244205.000000 Penalty: 5311.909180
	Iteration 68Q: 3 clusters Score -8244205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8244193.000000 Penalty: 5311.909180
	Iteration 69Q: 3 clusters Score -8244193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8244203.500000 Penalty: 5311.909180
	Iteration 70Q: 3 clusters Score -8244204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8244196.000000 Penalty: 5311.909180
	Iteration 71Q: 3 clusters Score -8244196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8244199.500000 Penalty: 5311.909180
	Iteration 72Q: 3 clusters Score -8244200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8244204.000000 Penalty: 5311.909180
	Iteration 73Q: 3 clusters Score -8244204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8244209.500000 Penalty: 5311.909180
	Iteration 74Q: 3 clusters Score -8244210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8244204.500000 Penalty: 5311.909180
	Iteration 75Q: 3 clusters Score -8244204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8244217.000000 Penalty: 5311.909180
	Iteration 76Q: 3 clusters Score -8244217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8244212.500000 Penalty: 5311.909180
	Iteration 77Q: 3 clusters Score -8244212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8244212.500000 Penalty: 5311.909180
	Iteration 78Q: 3 clusters Score -8244212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8244218.000000 Penalty: 5311.909180
	Iteration 79Q: 3 clusters Score -8244218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8244218.000000 Penalty: 5311.909180
	Iteration 80F: 3 clusters Score -8244218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Entering Unmasked Estep 
Score: -1823398.500000 Penalty: 2283.020996
	Iteration 0F: 2 clusters Score -1823398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1815795.125000 Penalty: 4566.041992
	Iteration 0F: 3 clusters Score -1815795 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1817985.750000 Penalty: 4566.041992
	Iteration 1F: 3 clusters Score -1817986 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1818341.750000 Penalty: 4566.041992
	Iteration 2F: 3 clusters Score -1818342 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1818608.125000 Penalty: 4566.041992
	Iteration 3F: 3 clusters Score -1818608 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1818795.875000 Penalty: 4566.041992
	Iteration 4Q: 3 clusters Score -1818796 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1818957.375000 Penalty: 4566.041992
	Iteration 5Q: 3 clusters Score -1818957 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1819117.750000 Penalty: 4566.041992
	Iteration 6Q: 3 clusters Score -1819118 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1819266.375000 Penalty: 4566.041992
	Iteration 7Q: 3 clusters Score -1819266 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1819404.125000 Penalty: 4566.041992
	Iteration 8Q: 3 clusters Score -1819404 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1819542.875000 Penalty: 4566.041992
	Iteration 9Q: 3 clusters Score -1819543 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1819709.750000 Penalty: 4566.041992
	Iteration 10Q: 3 clusters Score -1819710 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1819877.625000 Penalty: 4566.041992
	Iteration 11Q: 3 clusters Score -1819878 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1820023.000000 Penalty: 4566.041992
	Iteration 12Q: 3 clusters Score -1820023 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1820178.125000 Penalty: 4566.041992
	Iteration 13Q: 3 clusters Score -1820178 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1820306.625000 Penalty: 4566.041992
	Iteration 14Q: 3 clusters Score -1820307 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1820426.750000 Penalty: 4566.041992
	Iteration 15Q: 3 clusters Score -1820427 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1820557.500000 Penalty: 4566.041992
	Iteration 16Q: 3 clusters Score -1820558 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1820646.000000 Penalty: 4566.041992
	Iteration 17Q: 3 clusters Score -1820646 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1820721.500000 Penalty: 4566.041992
	Iteration 18Q: 3 clusters Score -1820722 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1820793.375000 Penalty: 4566.041992
	Iteration 19Q: 3 clusters Score -1820793 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1820867.500000 Penalty: 4566.041992
	Iteration 20F: 3 clusters Score -1820868 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1820946.625000 Penalty: 4566.041992
	Iteration 21Q: 3 clusters Score -1820947 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1821024.750000 Penalty: 4566.041992
	Iteration 22Q: 3 clusters Score -1821025 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1821089.500000 Penalty: 4566.041992
	Iteration 23Q: 3 clusters Score -1821090 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1821141.500000 Penalty: 4566.041992
	Iteration 24Q: 3 clusters Score -1821142 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1821209.875000 Penalty: 4566.041992
	Iteration 25Q: 3 clusters Score -1821210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1821248.250000 Penalty: 4566.041992
	Iteration 26Q: 3 clusters Score -1821248 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1821285.125000 Penalty: 4566.041992
	Iteration 27Q: 3 clusters Score -1821285 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1821316.125000 Penalty: 4566.041992
	Iteration 28Q: 3 clusters Score -1821316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1821338.000000 Penalty: 4566.041992
	Iteration 29Q: 3 clusters Score -1821338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1821360.000000 Penalty: 4566.041992
	Iteration 30Q: 3 clusters Score -1821360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1821380.375000 Penalty: 4566.041992
	Iteration 31Q: 3 clusters Score -1821380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1821395.500000 Penalty: 4566.041992
	Iteration 32Q: 3 clusters Score -1821396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1821417.250000 Penalty: 4566.041992
	Iteration 33Q: 3 clusters Score -1821417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1821430.500000 Penalty: 4566.041992
	Iteration 34Q: 3 clusters Score -1821430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1821441.625000 Penalty: 4566.041992
	Iteration 35Q: 3 clusters Score -1821442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1821457.000000 Penalty: 4566.041992
	Iteration 36Q: 3 clusters Score -1821457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1821461.625000 Penalty: 4566.041992
	Iteration 37Q: 3 clusters Score -1821462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1821472.375000 Penalty: 4566.041992
	Iteration 38Q: 3 clusters Score -1821472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1821477.125000 Penalty: 4566.041992
	Iteration 39Q: 3 clusters Score -1821477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1821483.000000 Penalty: 4566.041992
	Iteration 40F: 3 clusters Score -1821483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1821485.250000 Penalty: 4566.041992
	Iteration 41Q: 3 clusters Score -1821485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1821486.125000 Penalty: 4566.041992
	Iteration 42Q: 3 clusters Score -1821486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1821490.625000 Penalty: 4566.041992
	Iteration 43Q: 3 clusters Score -1821491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1821494.750000 Penalty: 4566.041992
	Iteration 44Q: 3 clusters Score -1821495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1821495.000000 Penalty: 4566.041992
	Iteration 45Q: 3 clusters Score -1821495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1821495.375000 Penalty: 4566.041992
	Iteration 46Q: 3 clusters Score -1821495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1821497.125000 Penalty: 4566.041992
	Iteration 47Q: 3 clusters Score -1821497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1821498.875000 Penalty: 4566.041992
	Iteration 48Q: 3 clusters Score -1821499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1821500.125000 Penalty: 4566.041992
	Iteration 49Q: 3 clusters Score -1821500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1821499.000000 Penalty: 4566.041992
	Iteration 50Q: 3 clusters Score -1821499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1821500.375000 Penalty: 4566.041992
	Iteration 51Q: 3 clusters Score -1821500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1821505.000000 Penalty: 4566.041992
	Iteration 52Q: 3 clusters Score -1821505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1821509.250000 Penalty: 4566.041992
	Iteration 53Q: 3 clusters Score -1821509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1821514.125000 Penalty: 4566.041992
	Iteration 54Q: 3 clusters Score -1821514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1821514.250000 Penalty: 4566.041992
	Iteration 55Q: 3 clusters Score -1821514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1821515.500000 Penalty: 4566.041992
	Iteration 56Q: 3 clusters Score -1821516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1821516.750000 Penalty: 4566.041992
	Iteration 57Q: 3 clusters Score -1821517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1821519.875000 Penalty: 4566.041992
	Iteration 58Q: 3 clusters Score -1821520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1821520.250000 Penalty: 4566.041992
	Iteration 59Q: 3 clusters Score -1821520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1821522.750000 Penalty: 4566.041992
	Iteration 60F: 3 clusters Score -1821523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1821523.500000 Penalty: 4566.041992
	Iteration 61Q: 3 clusters Score -1821524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1821528.000000 Penalty: 4566.041992
	Iteration 62Q: 3 clusters Score -1821528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1821527.500000 Penalty: 4566.041992
	Iteration 63Q: 3 clusters Score -1821528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1821531.000000 Penalty: 4566.041992
	Iteration 64Q: 3 clusters Score -1821531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1821532.375000 Penalty: 4566.041992
	Iteration 65Q: 3 clusters Score -1821532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1821531.625000 Penalty: 4566.041992
	Iteration 66Q: 3 clusters Score -1821532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1821531.625000 Penalty: 4566.041992
	Iteration 67F: 3 clusters Score -1821532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Entering Unmasked Estep 
Score: -9149253.000000 Penalty: 2679.888916
	Iteration 0F: 2 clusters Score -9149253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -9120700.000000 Penalty: 5359.777832
	Iteration 0F: 3 clusters Score -9120700 nChanged 22889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -9133408.000000 Penalty: 5359.777832
	Iteration 1F: 3 clusters Score -9133408 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -9133880.000000 Penalty: 5359.777832
	Iteration 2Q: 3 clusters Score -9133880 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -9134435.000000 Penalty: 5359.777832
	Iteration 3Q: 3 clusters Score -9134435 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -9135108.000000 Penalty: 5359.777832
	Iteration 4Q: 3 clusters Score -9135108 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -9135913.000000 Penalty: 5359.777832
	Iteration 5Q: 3 clusters Score -9135913 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -9137260.000000 Penalty: 5359.777832
	Iteration 6F: 3 clusters Score -9137260 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -9139211.000000 Penalty: 5359.777832
	Iteration 7F: 3 clusters Score -9139211 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -9141978.000000 Penalty: 5359.777832
	Iteration 8F: 3 clusters Score -9141978 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -9144963.000000 Penalty: 5359.777832
	Iteration 9F: 3 clusters Score -9144963 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -9147167.000000 Penalty: 5359.777832
	Iteration 10F: 3 clusters Score -9147167 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -9148200.000000 Penalty: 5359.777832
	Iteration 11Q: 3 clusters Score -9148200 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -9148724.000000 Penalty: 5359.777832
	Iteration 12Q: 3 clusters Score -9148724 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -9149038.000000 Penalty: 5359.777832
	Iteration 13Q: 3 clusters Score -9149038 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -9149360.000000 Penalty: 5359.777832
	Iteration 14Q: 3 clusters Score -9149360 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -9149472.000000 Penalty: 5359.777832
	Iteration 15Q: 3 clusters Score -9149472 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -9149636.000000 Penalty: 5359.777832
	Iteration 16Q: 3 clusters Score -9149636 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -9149768.000000 Penalty: 5359.777832
	Iteration 17Q: 3 clusters Score -9149768 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -9149863.000000 Penalty: 5359.777832
	Iteration 18Q: 3 clusters Score -9149863 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -9149830.000000 Penalty: 5359.777832
	Iteration 19Q: 3 clusters Score -9149830 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -9149709.000000 Penalty: 5359.777832
	Iteration 20F: 3 clusters Score -9149709 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -9149566.000000 Penalty: 5359.777832
	Iteration 21Q: 3 clusters Score -9149566 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -9149403.000000 Penalty: 5359.777832
	Iteration 22Q: 3 clusters Score -9149403 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -9149266.000000 Penalty: 5359.777832
	Iteration 23Q: 3 clusters Score -9149266 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9149075.000000 Penalty: 5359.777832
	Iteration 24Q: 3 clusters Score -9149075 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9148896.000000 Penalty: 5359.777832
	Iteration 25Q: 3 clusters Score -9148896 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -9148722.000000 Penalty: 5359.777832
	Iteration 26Q: 3 clusters Score -9148722 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9148559.000000 Penalty: 5359.777832
	Iteration 27Q: 3 clusters Score -9148559 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9148417.000000 Penalty: 5359.777832
	Iteration 28Q: 3 clusters Score -9148417 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -9148303.000000 Penalty: 5359.777832
	Iteration 29Q: 3 clusters Score -9148303 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9148209.000000 Penalty: 5359.777832
	Iteration 30Q: 3 clusters Score -9148209 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9148128.000000 Penalty: 5359.777832
	Iteration 31Q: 3 clusters Score -9148128 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -9148057.000000 Penalty: 5359.777832
	Iteration 32Q: 3 clusters Score -9148057 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9147998.000000 Penalty: 5359.777832
	Iteration 33Q: 3 clusters Score -9147998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9147960.000000 Penalty: 5359.777832
	Iteration 34Q: 3 clusters Score -9147960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9147928.000000 Penalty: 5359.777832
	Iteration 35Q: 3 clusters Score -9147928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9147895.000000 Penalty: 5359.777832
	Iteration 36Q: 3 clusters Score -9147895 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9147850.000000 Penalty: 5359.777832
	Iteration 37Q: 3 clusters Score -9147850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9147814.000000 Penalty: 5359.777832
	Iteration 38Q: 3 clusters Score -9147814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9147777.000000 Penalty: 5359.777832
	Iteration 39Q: 3 clusters Score -9147777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9147760.000000 Penalty: 5359.777832
	Iteration 40F: 3 clusters Score -9147760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9147740.000000 Penalty: 5359.777832
	Iteration 41Q: 3 clusters Score -9147740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9147734.000000 Penalty: 5359.777832
	Iteration 42Q: 3 clusters Score -9147734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9147719.000000 Penalty: 5359.777832
	Iteration 43Q: 3 clusters Score -9147719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9147683.000000 Penalty: 5359.777832
	Iteration 44Q: 3 clusters Score -9147683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9147684.000000 Penalty: 5359.777832
	Iteration 45Q: 3 clusters Score -9147684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9147665.000000 Penalty: 5359.777832
	Iteration 46Q: 3 clusters Score -9147665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9147667.000000 Penalty: 5359.777832
	Iteration 47Q: 3 clusters Score -9147667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9147665.000000 Penalty: 5359.777832
	Iteration 48Q: 3 clusters Score -9147665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9147659.000000 Penalty: 5359.777832
	Iteration 49Q: 3 clusters Score -9147659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9147648.000000 Penalty: 5359.777832
	Iteration 50Q: 3 clusters Score -9147648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9147650.000000 Penalty: 5359.777832
	Iteration 51Q: 3 clusters Score -9147650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9147640.000000 Penalty: 5359.777832
	Iteration 52Q: 3 clusters Score -9147640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9147635.000000 Penalty: 5359.777832
	Iteration 53Q: 3 clusters Score -9147635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9147619.000000 Penalty: 5359.777832
	Iteration 54Q: 3 clusters Score -9147619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9147619.000000 Penalty: 5359.777832
	Iteration 55Q: 3 clusters Score -9147619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9147626.000000 Penalty: 5359.777832
	Iteration 56Q: 3 clusters Score -9147626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9147618.000000 Penalty: 5359.777832
	Iteration 57Q: 3 clusters Score -9147618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9147616.000000 Penalty: 5359.777832
	Iteration 58Q: 3 clusters Score -9147616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9147611.000000 Penalty: 5359.777832
	Iteration 59Q: 3 clusters Score -9147611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9147609.000000 Penalty: 5359.777832
	Iteration 60F: 3 clusters Score -9147609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9147619.000000 Penalty: 5359.777832
	Iteration 61Q: 3 clusters Score -9147619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9147609.000000 Penalty: 5359.777832
	Iteration 62Q: 3 clusters Score -9147609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9147614.000000 Penalty: 5359.777832
	Iteration 63Q: 3 clusters Score -9147614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9147605.000000 Penalty: 5359.777832
	Iteration 64Q: 3 clusters Score -9147605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9147595.000000 Penalty: 5359.777832
	Iteration 65Q: 3 clusters Score -9147595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9147594.000000 Penalty: 5359.777832
	Iteration 66Q: 3 clusters Score -9147594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9147588.000000 Penalty: 5359.777832
	Iteration 67Q: 3 clusters Score -9147588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9147594.000000 Penalty: 5359.777832
	Iteration 68Q: 3 clusters Score -9147594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9147594.000000 Penalty: 5359.777832
	Iteration 69Q: 3 clusters Score -9147594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9147597.000000 Penalty: 5359.777832
	Iteration 70Q: 3 clusters Score -9147597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9147597.000000 Penalty: 5359.777832
	Iteration 71F: 3 clusters Score -9147597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -114567.953125 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -114568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112858.226562 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -112858.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -113263.859375 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -113263.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113403.546875 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -113403.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -113508.968750 Penalty: 3286.194580
	Iteration 3F: 3 clusters Score -113509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -113593.390625 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -113593.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -113686.765625 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -113686.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -113745.367188 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -113745.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -113796.132812 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -113796.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -113825.789062 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -113825.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -113844.359375 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -113844.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -113850.296875 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -113850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -113851.734375 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -113851.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -113851.734375 Penalty: 3286.194580
	Iteration 12F: 3 clusters Score -113851.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Entering Unmasked Estep 
Score: -8764570.000000 Penalty: 2669.883789
	Iteration 0F: 2 clusters Score -8764570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -8734464.000000 Penalty: 5339.767578
	Iteration 0F: 3 clusters Score -8734464 nChanged 21908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -8746699.000000 Penalty: 5339.767578
	Iteration 1F: 3 clusters Score -8746699 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -8747230.000000 Penalty: 5339.767578
	Iteration 2Q: 3 clusters Score -8747230 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -8747665.000000 Penalty: 5339.767578
	Iteration 3Q: 3 clusters Score -8747665 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -8748168.000000 Penalty: 5339.767578
	Iteration 4Q: 3 clusters Score -8748168 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -8748800.000000 Penalty: 5339.767578
	Iteration 5Q: 3 clusters Score -8748800 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -8749643.000000 Penalty: 5339.767578
	Iteration 6Q: 3 clusters Score -8749643 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -8751050.000000 Penalty: 5339.767578
	Iteration 7F: 3 clusters Score -8751050 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -8753233.000000 Penalty: 5339.767578
	Iteration 8F: 3 clusters Score -8753233 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -8756024.000000 Penalty: 5339.767578
	Iteration 9F: 3 clusters Score -8756024 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -8758905.000000 Penalty: 5339.767578
	Iteration 10F: 3 clusters Score -8758905 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -8760781.000000 Penalty: 5339.767578
	Iteration 11Q: 3 clusters Score -8760781 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -8761626.000000 Penalty: 5339.767578
	Iteration 12Q: 3 clusters Score -8761626 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -8761955.000000 Penalty: 5339.767578
	Iteration 13Q: 3 clusters Score -8761955 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -8762154.000000 Penalty: 5339.767578
	Iteration 14Q: 3 clusters Score -8762154 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -8762232.000000 Penalty: 5339.767578
	Iteration 15Q: 3 clusters Score -8762232 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -8762307.000000 Penalty: 5339.767578
	Iteration 16Q: 3 clusters Score -8762307 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -8762330.000000 Penalty: 5339.767578
	Iteration 17Q: 3 clusters Score -8762330 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -8762368.000000 Penalty: 5339.767578
	Iteration 18Q: 3 clusters Score -8762368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -8762402.000000 Penalty: 5339.767578
	Iteration 19Q: 3 clusters Score -8762402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -8762432.000000 Penalty: 5339.767578
	Iteration 20F: 3 clusters Score -8762432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 46961 members 
Entering Unmasked Estep 
Score: -8762446.000000 Penalty: 5339.767578
	Iteration 21Q: 3 clusters Score -8762446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -8762457.000000 Penalty: 5339.767578
	Iteration 22Q: 3 clusters Score -8762457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -8762468.000000 Penalty: 5339.767578
	Iteration 23Q: 3 clusters Score -8762468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -8762466.000000 Penalty: 5339.767578
	Iteration 24Q: 3 clusters Score -8762466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -8762466.000000 Penalty: 5339.767578
	Iteration 25Q: 3 clusters Score -8762466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -8762468.000000 Penalty: 5339.767578
	Iteration 26Q: 3 clusters Score -8762468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -8762471.000000 Penalty: 5339.767578
	Iteration 27Q: 3 clusters Score -8762471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -8762467.000000 Penalty: 5339.767578
	Iteration 28Q: 3 clusters Score -8762467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -8762467.000000 Penalty: 5339.767578
	Iteration 29Q: 3 clusters Score -8762467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -8762464.000000 Penalty: 5339.767578
	Iteration 30Q: 3 clusters Score -8762464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -8762464.000000 Penalty: 5339.767578
	Iteration 31F: 3 clusters Score -8762464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Entering Unmasked Estep 
Score: -2050385.625000 Penalty: 2309.060547
	Iteration 0F: 2 clusters Score -2050386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -2041959.500000 Penalty: 4618.121094
	Iteration 0F: 3 clusters Score -2041960 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2044437.250000 Penalty: 4618.121094
	Iteration 1F: 3 clusters Score -2044437 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2044731.750000 Penalty: 4618.121094
	Iteration 2F: 3 clusters Score -2044732 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2044916.875000 Penalty: 4618.121094
	Iteration 3Q: 3 clusters Score -2044917 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2045063.000000 Penalty: 4618.121094
	Iteration 4Q: 3 clusters Score -2045063 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -2045185.625000 Penalty: 4618.121094
	Iteration 5Q: 3 clusters Score -2045186 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2045296.000000 Penalty: 4618.121094
	Iteration 6Q: 3 clusters Score -2045296 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2045392.250000 Penalty: 4618.121094
	Iteration 7Q: 3 clusters Score -2045392 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2045462.250000 Penalty: 4618.121094
	Iteration 8Q: 3 clusters Score -2045462 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2045529.500000 Penalty: 4618.121094
	Iteration 9Q: 3 clusters Score -2045530 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2045606.000000 Penalty: 4618.121094
	Iteration 10Q: 3 clusters Score -2045606 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2045722.500000 Penalty: 4618.121094
	Iteration 11Q: 3 clusters Score -2045722 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2045854.750000 Penalty: 4618.121094
	Iteration 12Q: 3 clusters Score -2045855 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2046030.000000 Penalty: 4618.121094
	Iteration 13Q: 3 clusters Score -2046030 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2046294.625000 Penalty: 4618.121094
	Iteration 14Q: 3 clusters Score -2046295 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2046607.750000 Penalty: 4618.121094
	Iteration 15Q: 3 clusters Score -2046608 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2046976.625000 Penalty: 4618.121094
	Iteration 16Q: 3 clusters Score -2046977 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2047389.625000 Penalty: 4618.121094
	Iteration 17Q: 3 clusters Score -2047390 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2047743.750000 Penalty: 4618.121094
	Iteration 18Q: 3 clusters Score -2047744 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2047969.250000 Penalty: 4618.121094
	Iteration 19Q: 3 clusters Score -2047969 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2048108.625000 Penalty: 4618.121094
	Iteration 20F: 3 clusters Score -2048109 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2048202.500000 Penalty: 4618.121094
	Iteration 21Q: 3 clusters Score -2048202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2048284.500000 Penalty: 4618.121094
	Iteration 22Q: 3 clusters Score -2048284 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2048343.500000 Penalty: 4618.121094
	Iteration 23Q: 3 clusters Score -2048344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2048382.875000 Penalty: 4618.121094
	Iteration 24Q: 3 clusters Score -2048383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2048401.125000 Penalty: 4618.121094
	Iteration 25Q: 3 clusters Score -2048401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2048418.875000 Penalty: 4618.121094
	Iteration 26Q: 3 clusters Score -2048419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2048429.500000 Penalty: 4618.121094
	Iteration 27Q: 3 clusters Score -2048430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2048439.500000 Penalty: 4618.121094
	Iteration 28Q: 3 clusters Score -2048440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2048446.500000 Penalty: 4618.121094
	Iteration 29Q: 3 clusters Score -2048446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2048454.250000 Penalty: 4618.121094
	Iteration 30Q: 3 clusters Score -2048454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2048458.000000 Penalty: 4618.121094
	Iteration 31Q: 3 clusters Score -2048458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2048457.625000 Penalty: 4618.121094
	Iteration 32Q: 3 clusters Score -2048458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2048462.375000 Penalty: 4618.121094
	Iteration 33Q: 3 clusters Score -2048462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2048465.625000 Penalty: 4618.121094
	Iteration 34Q: 3 clusters Score -2048466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2048467.625000 Penalty: 4618.121094
	Iteration 35Q: 3 clusters Score -2048468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2048472.875000 Penalty: 4618.121094
	Iteration 36Q: 3 clusters Score -2048473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2048474.125000 Penalty: 4618.121094
	Iteration 37Q: 3 clusters Score -2048474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2048474.125000 Penalty: 4618.121094
	Iteration 38Q: 3 clusters Score -2048474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2048481.375000 Penalty: 4618.121094
	Iteration 39Q: 3 clusters Score -2048481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2048484.125000 Penalty: 4618.121094
	Iteration 40F: 3 clusters Score -2048484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2048487.125000 Penalty: 4618.121094
	Iteration 41Q: 3 clusters Score -2048487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2048492.875000 Penalty: 4618.121094
	Iteration 42Q: 3 clusters Score -2048493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2048495.625000 Penalty: 4618.121094
	Iteration 43Q: 3 clusters Score -2048496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2048499.000000 Penalty: 4618.121094
	Iteration 44Q: 3 clusters Score -2048499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2048498.250000 Penalty: 4618.121094
	Iteration 45Q: 3 clusters Score -2048498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2048498.750000 Penalty: 4618.121094
	Iteration 46Q: 3 clusters Score -2048499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2048498.750000 Penalty: 4618.121094
	Iteration 47Q: 3 clusters Score -2048499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2048498.750000 Penalty: 4618.121094
	Iteration 48F: 3 clusters Score -2048499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 50298 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 50660 members 
Mstep: Class 5 contains 39792 members 
Mstep: Class 6 contains 52401 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46732 members 
Mstep: Class 9 contains 44691 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46405 members 
Mstep: Class 12 contains 10794 members 
Mstep: Class 13 contains 853 members 
Mstep: Class 14 contains 19018 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 2119 members 
Mstep: Class 17 contains 27745 members 
Mstep: Class 18 contains 52971 members 
Mstep: Class 19 contains 44779 members 
Mstep: Class 20 contains 9954 members 
Mstep: Class 21 contains 49316 members 
Mstep: Class 22 contains 754 members 
Mstep: Class 23 contains 47366 members 
Mstep: Class 24 contains 11056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126893176.000000 Penalty: 83433.343750
Iteration 79Q: 26 clusters Score -1.268932e+08 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 49998 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 50457 members 
Mstep: Class 5 contains 40063 members 
Mstep: Class 6 contains 51857 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46757 members 
Mstep: Class 9 contains 45078 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 46334 members 
Mstep: Class 12 contains 13278 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 19026 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 2122 members 
Mstep: Class 17 contains 28038 members 
Mstep: Class 18 contains 52821 members 
Mstep: Class 19 contains 44659 members 
Mstep: Class 20 contains 9681 members 
Mstep: Class 21 contains 49146 members 
Mstep: Class 22 contains 755 members 
Mstep: Class 23 contains 47200 members 
Mstep: Class 24 contains 11183 members 
Mstep: Class 25 contains 41669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126897168.000000 Penalty: 83433.343750
Iteration 80F: 26 clusters Score -1.268972e+08 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 49376 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 50246 members 
Mstep: Class 5 contains 40066 members 
Mstep: Class 6 contains 50927 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46602 members 
Mstep: Class 9 contains 45277 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46064 members 
Mstep: Class 12 contains 14943 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 19045 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 2127 members 
Mstep: Class 17 contains 28318 members 
Mstep: Class 18 contains 52649 members 
Mstep: Class 19 contains 44127 members 
Mstep: Class 20 contains 9084 members 
Mstep: Class 21 contains 48705 members 
Mstep: Class 22 contains 756 members 
Mstep: Class 23 contains 46677 members 
Mstep: Class 24 contains 11314 members 
Mstep: Class 25 contains 44225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126898424.000000 Penalty: 83433.343750
Iteration 81Q: 26 clusters Score -1.268984e+08 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 49067 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 50009 members 
Mstep: Class 5 contains 40076 members 
Mstep: Class 6 contains 50095 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46794 members 
Mstep: Class 9 contains 45286 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45953 members 
Mstep: Class 12 contains 16919 members 
Mstep: Class 13 contains 861 members 
Mstep: Class 14 contains 19081 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 17 contains 28565 members 
Mstep: Class 18 contains 52395 members 
Mstep: Class 19 contains 43803 members 
Mstep: Class 20 contains 8552 members 
Mstep: Class 21 contains 48350 members 
Mstep: Class 22 contains 757 members 
Mstep: Class 23 contains 46380 members 
Mstep: Class 24 contains 11418 members 
Mstep: Class 25 contains 45307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126899792.000000 Penalty: 83433.343750
Iteration 82Q: 26 clusters Score -1.268998e+08 nChanged 10071
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 48823 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 49718 members 
Mstep: Class 5 contains 40163 members 
Mstep: Class 6 contains 49176 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46919 members 
Mstep: Class 9 contains 45191 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 45882 members 
Mstep: Class 12 contains 19077 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 19108 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2131 members 
Mstep: Class 17 contains 28821 members 
Mstep: Class 18 contains 52146 members 
Mstep: Class 19 contains 43715 members 
Mstep: Class 20 contains 8084 members 
Mstep: Class 21 contains 48109 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 46199 members 
Mstep: Class 24 contains 11514 members 
Mstep: Class 25 contains 45740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900832.000000 Penalty: 83433.343750
Iteration 83Q: 26 clusters Score -1.269008e+08 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 48560 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 49401 members 
Mstep: Class 5 contains 40282 members 
Mstep: Class 6 contains 48382 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46943 members 
Mstep: Class 9 contains 45084 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 45685 members 
Mstep: Class 12 contains 21465 members 
Mstep: Class 13 contains 864 members 
Mstep: Class 14 contains 19124 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2135 members 
Mstep: Class 17 contains 29040 members 
Mstep: Class 18 contains 51900 members 
Mstep: Class 19 contains 43711 members 
Mstep: Class 20 contains 7631 members 
Mstep: Class 21 contains 47869 members 
Mstep: Class 22 contains 758 members 
Mstep: Class 23 contains 46100 members 
Mstep: Class 24 contains 11620 members 
Mstep: Class 25 contains 45938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901936.000000 Penalty: 83433.343750
Iteration 84Q: 26 clusters Score -1.269019e+08 nChanged 9660
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 48325 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 49134 members 
Mstep: Class 5 contains 40436 members 
Mstep: Class 6 contains 47652 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46832 members 
Mstep: Class 9 contains 44846 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 45396 members 
Mstep: Class 12 contains 24142 members 
Mstep: Class 13 contains 865 members 
Mstep: Class 14 contains 19129 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2142 members 
Mstep: Class 17 contains 29196 members 
Mstep: Class 18 contains 51631 members 
Mstep: Class 19 contains 43678 members 
Mstep: Class 20 contains 7244 members 
Mstep: Class 21 contains 47663 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 45994 members 
Mstep: Class 24 contains 11734 members 
Mstep: Class 25 contains 46014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903168.000000 Penalty: 83433.343750
Iteration 85Q: 26 clusters Score -1.269032e+08 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 48027 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 48864 members 
Mstep: Class 5 contains 40560 members 
Mstep: Class 6 contains 47056 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46644 members 
Mstep: Class 9 contains 44663 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 45263 members 
Mstep: Class 12 contains 27025 members 
Mstep: Class 13 contains 865 members 
Mstep: Class 14 contains 19164 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2147 members 
Mstep: Class 17 contains 29327 members 
Mstep: Class 18 contains 51330 members 
Mstep: Class 19 contains 43553 members 
Mstep: Class 20 contains 6878 members 
Mstep: Class 21 contains 47428 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 45752 members 
Mstep: Class 24 contains 11850 members 
Mstep: Class 25 contains 45952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904256.000000 Penalty: 83433.343750
Iteration 86Q: 26 clusters Score -1.269043e+08 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 47683 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 48530 members 
Mstep: Class 5 contains 40675 members 
Mstep: Class 6 contains 46531 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46460 members 
Mstep: Class 9 contains 44479 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 45063 members 
Mstep: Class 12 contains 30148 members 
Mstep: Class 13 contains 865 members 
Mstep: Class 14 contains 19206 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2151 members 
Mstep: Class 17 contains 29483 members 
Mstep: Class 18 contains 50971 members 
Mstep: Class 19 contains 43399 members 
Mstep: Class 20 contains 6557 members 
Mstep: Class 21 contains 47132 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 45448 members 
Mstep: Class 24 contains 11967 members 
Mstep: Class 25 contains 45814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905032.000000 Penalty: 83433.343750
Iteration 87Q: 26 clusters Score -1.26905e+08 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 47334 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 48186 members 
Mstep: Class 5 contains 40772 members 
Mstep: Class 6 contains 46008 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 46253 members 
Mstep: Class 9 contains 44263 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44869 members 
Mstep: Class 12 contains 33546 members 
Mstep: Class 13 contains 867 members 
Mstep: Class 14 contains 19242 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 29615 members 
Mstep: Class 18 contains 50563 members 
Mstep: Class 19 contains 43180 members 
Mstep: Class 20 contains 6285 members 
Mstep: Class 21 contains 46835 members 
Mstep: Class 22 contains 766 members 
Mstep: Class 23 contains 45139 members 
Mstep: Class 24 contains 12084 members 
Mstep: Class 25 contains 45478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907472.000000 Penalty: 83433.343750
Iteration 88Q: 26 clusters Score -1.269075e+08 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 46844 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 47875 members 
Mstep: Class 5 contains 40834 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 45932 members 
Mstep: Class 9 contains 44082 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 44549 members 
Mstep: Class 12 contains 37176 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 19254 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 2156 members 
Mstep: Class 17 contains 29740 members 
Mstep: Class 18 contains 50146 members 
Mstep: Class 19 contains 42959 members 
Mstep: Class 20 contains 6027 members 
Mstep: Class 21 contains 46522 members 
Mstep: Class 22 contains 769 members 
Mstep: Class 23 contains 44769 members 
Mstep: Class 24 contains 12200 members 
Mstep: Class 25 contains 45187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909232.000000 Penalty: 83433.343750
Iteration 89Q: 26 clusters Score -1.269092e+08 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 46312 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 47551 members 
Mstep: Class 5 contains 40907 members 
Mstep: Class 6 contains 45248 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 45700 members 
Mstep: Class 9 contains 43898 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 44098 members 
Mstep: Class 12 contains 41026 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 19267 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 29848 members 
Mstep: Class 18 contains 49734 members 
Mstep: Class 19 contains 42713 members 
Mstep: Class 20 contains 5781 members 
Mstep: Class 21 contains 46171 members 
Mstep: Class 22 contains 772 members 
Mstep: Class 23 contains 44470 members 
Mstep: Class 24 contains 12324 members 
Mstep: Class 25 contains 44653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911504.000000 Penalty: 83433.343750
Iteration 90Q: 26 clusters Score -1.269115e+08 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 45822 members 
Mstep: Class 3 contains 934 members 
Mstep: Class 4 contains 47232 members 
Mstep: Class 5 contains 40908 members 
Mstep: Class 6 contains 44975 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 45459 members 
Mstep: Class 9 contains 43696 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 43647 members 
Mstep: Class 12 contains 45010 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 19264 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2154 members 
Mstep: Class 17 contains 29936 members 
Mstep: Class 18 contains 49265 members 
Mstep: Class 19 contains 42508 members 
Mstep: Class 20 contains 5576 members 
Mstep: Class 21 contains 45830 members 
Mstep: Class 22 contains 777 members 
Mstep: Class 23 contains 44155 members 
Mstep: Class 24 contains 12421 members 
Mstep: Class 25 contains 44063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913696.000000 Penalty: 83433.343750
Iteration 91Q: 26 clusters Score -1.269137e+08 nChanged 12991
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 45174 members 
Mstep: Class 3 contains 935 members 
Mstep: Class 4 contains 46987 members 
Mstep: Class 5 contains 40991 members 
Mstep: Class 6 contains 44889 members 
Mstep: Class 7 contains 542 members 
Mstep: Class 8 contains 45482 members 
Mstep: Class 9 contains 43422 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 43133 members 
Mstep: Class 12 contains 49824 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 19241 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 30041 members 
Mstep: Class 18 contains 49162 members 
Mstep: Class 19 contains 42287 members 
Mstep: Class 20 contains 5422 members 
Mstep: Class 21 contains 45389 members 
Mstep: Class 22 contains 780 members 
Mstep: Class 23 contains 43635 members 
Mstep: Class 24 contains 12552 members 
Mstep: Class 25 contains 42260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912504.000000 Penalty: 83433.343750
Iteration 92Q: 26 clusters Score -1.269125e+08 nChanged 15749
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 45009 members 
Mstep: Class 3 contains 936 members 
Mstep: Class 4 contains 46739 members 
Mstep: Class 5 contains 41055 members 
Mstep: Class 6 contains 44847 members 
Mstep: Class 7 contains 541 members 
Mstep: Class 8 contains 45667 members 
Mstep: Class 9 contains 43142 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 42669 members 
Mstep: Class 12 contains 53023 members 
Mstep: Class 13 contains 870 members 
Mstep: Class 14 contains 19191 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 17 contains 30137 members 
Mstep: Class 18 contains 49316 members 
Mstep: Class 19 contains 42258 members 
Mstep: Class 20 contains 5299 members 
Mstep: Class 21 contains 45227 members 
Mstep: Class 22 contains 783 members 
Mstep: Class 23 contains 43504 members 
Mstep: Class 24 contains 12649 members 
Mstep: Class 25 contains 40285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908064.000000 Penalty: 83433.343750
Iteration 93Q: 26 clusters Score -1.269081e+08 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 45237 members 
Mstep: Class 3 contains 937 members 
Mstep: Class 4 contains 46549 members 
Mstep: Class 5 contains 41124 members 
Mstep: Class 6 contains 44673 members 
Mstep: Class 7 contains 540 members 
Mstep: Class 8 contains 45702 members 
Mstep: Class 9 contains 43165 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 42815 members 
Mstep: Class 12 contains 52440 members 
Mstep: Class 13 contains 872 members 
Mstep: Class 14 contains 19128 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 2152 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 18 contains 49480 members 
Mstep: Class 19 contains 42354 members 
Mstep: Class 20 contains 5187 members 
Mstep: Class 21 contains 45463 members 
Mstep: Class 22 contains 785 members 
Mstep: Class 23 contains 43792 members 
Mstep: Class 24 contains 12705 members 
Mstep: Class 25 contains 40007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907720.000000 Penalty: 83433.343750
Iteration 94Q: 26 clusters Score -1.269077e+08 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 45530 members 
Mstep: Class 3 contains 938 members 
Mstep: Class 4 contains 46422 members 
Mstep: Class 5 contains 41176 members 
Mstep: Class 6 contains 44520 members 
Mstep: Class 7 contains 539 members 
Mstep: Class 8 contains 45650 members 
Mstep: Class 9 contains 43180 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 43097 members 
Mstep: Class 12 contains 51538 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 19097 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 30325 members 
Mstep: Class 18 contains 49533 members 
Mstep: Class 19 contains 42419 members 
Mstep: Class 20 contains 5104 members 
Mstep: Class 21 contains 45715 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44007 members 
Mstep: Class 24 contains 12752 members 
Mstep: Class 25 contains 40033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908360.000000 Penalty: 83433.343750
Iteration 95Q: 26 clusters Score -1.269084e+08 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 45671 members 
Mstep: Class 3 contains 939 members 
Mstep: Class 4 contains 46310 members 
Mstep: Class 5 contains 41236 members 
Mstep: Class 6 contains 44465 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 45526 members 
Mstep: Class 9 contains 43158 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 43398 members 
Mstep: Class 12 contains 50930 members 
Mstep: Class 13 contains 874 members 
Mstep: Class 14 contains 19056 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 30432 members 
Mstep: Class 18 contains 49578 members 
Mstep: Class 19 contains 42497 members 
Mstep: Class 20 contains 5028 members 
Mstep: Class 21 contains 45867 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 44061 members 
Mstep: Class 24 contains 12801 members 
Mstep: Class 25 contains 40166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908472.000000 Penalty: 83433.343750
Iteration 96Q: 26 clusters Score -1.269085e+08 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 45819 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 46185 members 
Mstep: Class 5 contains 41315 members 
Mstep: Class 6 contains 44446 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 45446 members 
Mstep: Class 9 contains 43099 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 43743 members 
Mstep: Class 12 contains 50370 members 
Mstep: Class 13 contains 874 members 
Mstep: Class 14 contains 19019 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 17 contains 30549 members 
Mstep: Class 18 contains 49581 members 
Mstep: Class 19 contains 42512 members 
Mstep: Class 20 contains 4968 members 
Mstep: Class 21 contains 45999 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44080 members 
Mstep: Class 24 contains 12853 members 
Mstep: Class 25 contains 40310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909152.000000 Penalty: 83433.343750
Iteration 97Q: 26 clusters Score -1.269092e+08 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 45969 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 46094 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 44432 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 45420 members 
Mstep: Class 9 contains 42996 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 44092 members 
Mstep: Class 12 contains 49881 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 18998 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 2166 members 
Mstep: Class 17 contains 30652 members 
Mstep: Class 18 contains 49603 members 
Mstep: Class 19 contains 42531 members 
Mstep: Class 20 contains 4883 members 
Mstep: Class 21 contains 46089 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44018 members 
Mstep: Class 24 contains 12909 members 
Mstep: Class 25 contains 40453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909576.000000 Penalty: 83433.343750
Iteration 98Q: 26 clusters Score -1.269096e+08 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 46090 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 46038 members 
Mstep: Class 5 contains 41481 members 
Mstep: Class 6 contains 44365 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 45371 members 
Mstep: Class 9 contains 42907 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 44339 members 
Mstep: Class 12 contains 49451 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 19001 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 2165 members 
Mstep: Class 17 contains 30750 members 
Mstep: Class 18 contains 49600 members 
Mstep: Class 19 contains 42498 members 
Mstep: Class 20 contains 4811 members 
Mstep: Class 21 contains 46178 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 44082 members 
Mstep: Class 24 contains 12983 members 
Mstep: Class 25 contains 40578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909416.000000 Penalty: 83433.343750
Iteration 99Q: 26 clusters Score -1.269094e+08 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 46123 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 46000 members 
Mstep: Class 5 contains 41519 members 
Mstep: Class 6 contains 44283 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 45410 members 
Mstep: Class 9 contains 42809 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 44597 members 
Mstep: Class 12 contains 49086 members 
Mstep: Class 13 contains 874 members 
Mstep: Class 14 contains 19006 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 2168 members 
Mstep: Class 17 contains 30828 members 
Mstep: Class 18 contains 49589 members 
Mstep: Class 19 contains 42458 members 
Mstep: Class 20 contains 4733 members 
Mstep: Class 21 contains 46253 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 44105 members 
Mstep: Class 24 contains 13067 members 
Mstep: Class 25 contains 40743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913256.000000 Penalty: 83433.343750
Iteration 100F: 26 clusters Score -1.269133e+08 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 45934 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45982 members 
Mstep: Class 5 contains 41582 members 
Mstep: Class 6 contains 44201 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 45371 members 
Mstep: Class 9 contains 42634 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 44565 members 
Mstep: Class 12 contains 52873 members 
Mstep: Class 13 contains 875 members 
Mstep: Class 14 contains 18997 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 30893 members 
Mstep: Class 18 contains 49550 members 
Mstep: Class 19 contains 42310 members 
Mstep: Class 20 contains 4628 members 
Mstep: Class 21 contains 46210 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43858 members 
Mstep: Class 24 contains 13157 members 
Mstep: Class 25 contains 37977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910056.000000 Penalty: 83433.343750
Iteration 101Q: 26 clusters Score -1.269101e+08 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 46159 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45977 members 
Mstep: Class 5 contains 41761 members 
Mstep: Class 6 contains 44138 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 45297 members 
Mstep: Class 9 contains 42538 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 45019 members 
Mstep: Class 12 contains 54303 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 18982 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 2172 members 
Mstep: Class 17 contains 30965 members 
Mstep: Class 18 contains 49608 members 
Mstep: Class 19 contains 42253 members 
Mstep: Class 20 contains 4550 members 
Mstep: Class 21 contains 46402 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43969 members 
Mstep: Class 24 contains 13241 members 
Mstep: Class 25 contains 35612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908720.000000 Penalty: 83433.343750
Iteration 102Q: 26 clusters Score -1.269087e+08 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 46519 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45986 members 
Mstep: Class 5 contains 41888 members 
Mstep: Class 6 contains 44061 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 45283 members 
Mstep: Class 9 contains 42475 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 45392 members 
Mstep: Class 12 contains 54443 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 18987 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 2171 members 
Mstep: Class 17 contains 31021 members 
Mstep: Class 18 contains 49597 members 
Mstep: Class 19 contains 42243 members 
Mstep: Class 20 contains 4473 members 
Mstep: Class 21 contains 46618 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 44187 members 
Mstep: Class 24 contains 13361 members 
Mstep: Class 25 contains 34289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908216.000000 Penalty: 83433.343750
Iteration 103Q: 26 clusters Score -1.269082e+08 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 46768 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 46018 members 
Mstep: Class 5 contains 41998 members 
Mstep: Class 6 contains 43990 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 45231 members 
Mstep: Class 9 contains 42404 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 45689 members 
Mstep: Class 12 contains 54310 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 19007 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 2173 members 
Mstep: Class 17 contains 31085 members 
Mstep: Class 18 contains 49475 members 
Mstep: Class 19 contains 42231 members 
Mstep: Class 20 contains 4393 members 
Mstep: Class 21 contains 46699 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 44331 members 
Mstep: Class 24 contains 13487 members 
Mstep: Class 25 contains 33664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908280.000000 Penalty: 83433.343750
Iteration 104Q: 26 clusters Score -1.269083e+08 nChanged 8075
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 46867 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 46027 members 
Mstep: Class 5 contains 42085 members 
Mstep: Class 6 contains 43862 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 45160 members 
Mstep: Class 9 contains 42385 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 45845 members 
Mstep: Class 12 contains 54100 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 19047 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 2175 members 
Mstep: Class 17 contains 31144 members 
Mstep: Class 18 contains 49418 members 
Mstep: Class 19 contains 42247 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 46671 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 44332 members 
Mstep: Class 24 contains 13616 members 
Mstep: Class 25 contains 33520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908664.000000 Penalty: 83433.343750
Iteration 105Q: 26 clusters Score -1.269087e+08 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 46828 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 46008 members 
Mstep: Class 5 contains 42086 members 
Mstep: Class 6 contains 43772 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 45033 members 
Mstep: Class 9 contains 42350 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 45900 members 
Mstep: Class 12 contains 54054 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 19067 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2176 members 
Mstep: Class 17 contains 31214 members 
Mstep: Class 18 contains 49356 members 
Mstep: Class 19 contains 42255 members 
Mstep: Class 20 contains 4280 members 
Mstep: Class 21 contains 46579 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 44263 members 
Mstep: Class 24 contains 13768 members 
Mstep: Class 25 contains 33753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909880.000000 Penalty: 83433.343750
Iteration 106Q: 26 clusters Score -1.269099e+08 nChanged 6570
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 46729 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45939 members 
Mstep: Class 5 contains 42028 members 
Mstep: Class 6 contains 43722 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44901 members 
Mstep: Class 9 contains 42332 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 45865 members 
Mstep: Class 12 contains 53927 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 19090 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 31286 members 
Mstep: Class 18 contains 49230 members 
Mstep: Class 19 contains 42253 members 
Mstep: Class 20 contains 4230 members 
Mstep: Class 21 contains 46478 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 44180 members 
Mstep: Class 24 contains 13913 members 
Mstep: Class 25 contains 34351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910680.000000 Penalty: 83433.343750
Iteration 107Q: 26 clusters Score -1.269107e+08 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 46609 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45876 members 
Mstep: Class 5 contains 41988 members 
Mstep: Class 6 contains 43670 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44767 members 
Mstep: Class 9 contains 42322 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 45725 members 
Mstep: Class 12 contains 53695 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 19102 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2179 members 
Mstep: Class 17 contains 31358 members 
Mstep: Class 18 contains 49165 members 
Mstep: Class 19 contains 42233 members 
Mstep: Class 20 contains 4193 members 
Mstep: Class 21 contains 46309 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 44064 members 
Mstep: Class 24 contains 14070 members 
Mstep: Class 25 contains 35218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911384.000000 Penalty: 83433.343750
Iteration 108Q: 26 clusters Score -1.269114e+08 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 46450 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45804 members 
Mstep: Class 5 contains 41893 members 
Mstep: Class 6 contains 43662 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44634 members 
Mstep: Class 9 contains 42326 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 45517 members 
Mstep: Class 12 contains 53511 members 
Mstep: Class 13 contains 878 members 
Mstep: Class 14 contains 19102 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 2182 members 
Mstep: Class 17 contains 31405 members 
Mstep: Class 18 contains 49079 members 
Mstep: Class 19 contains 42214 members 
Mstep: Class 20 contains 4157 members 
Mstep: Class 21 contains 46126 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43934 members 
Mstep: Class 24 contains 14226 members 
Mstep: Class 25 contains 36243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912680.000000 Penalty: 83433.343750
Iteration 109Q: 26 clusters Score -1.269127e+08 nChanged 5609
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 46271 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45728 members 
Mstep: Class 5 contains 41806 members 
Mstep: Class 6 contains 43581 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44541 members 
Mstep: Class 9 contains 42381 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 45171 members 
Mstep: Class 12 contains 53382 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 19110 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2183 members 
Mstep: Class 17 contains 31454 members 
Mstep: Class 18 contains 49039 members 
Mstep: Class 19 contains 42136 members 
Mstep: Class 20 contains 4132 members 
Mstep: Class 21 contains 45940 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43819 members 
Mstep: Class 24 contains 14361 members 
Mstep: Class 25 contains 37375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913488.000000 Penalty: 83433.343750
Iteration 110Q: 26 clusters Score -1.269135e+08 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 46085 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45676 members 
Mstep: Class 5 contains 41719 members 
Mstep: Class 6 contains 43475 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44439 members 
Mstep: Class 9 contains 42408 members 
Mstep: Class 10 contains 520 members 
Mstep: Class 11 contains 44791 members 
Mstep: Class 12 contains 53279 members 
Mstep: Class 13 contains 879 members 
Mstep: Class 14 contains 19119 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 2183 members 
Mstep: Class 17 contains 31488 members 
Mstep: Class 18 contains 48999 members 
Mstep: Class 19 contains 42054 members 
Mstep: Class 20 contains 4105 members 
Mstep: Class 21 contains 45772 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43812 members 
Mstep: Class 24 contains 14486 members 
Mstep: Class 25 contains 38493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914304.000000 Penalty: 83433.343750
Iteration 111Q: 26 clusters Score -1.269143e+08 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 45890 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45604 members 
Mstep: Class 5 contains 41630 members 
Mstep: Class 6 contains 43409 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44320 members 
Mstep: Class 9 contains 42431 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 44406 members 
Mstep: Class 12 contains 53323 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 19122 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2183 members 
Mstep: Class 17 contains 31507 members 
Mstep: Class 18 contains 48949 members 
Mstep: Class 19 contains 42041 members 
Mstep: Class 20 contains 4088 members 
Mstep: Class 21 contains 45665 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43754 members 
Mstep: Class 24 contains 14636 members 
Mstep: Class 25 contains 39464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914696.000000 Penalty: 83433.343750
Iteration 112Q: 26 clusters Score -1.269147e+08 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 45706 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45564 members 
Mstep: Class 5 contains 41583 members 
Mstep: Class 6 contains 43345 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44239 members 
Mstep: Class 9 contains 42482 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 44079 members 
Mstep: Class 12 contains 53329 members 
Mstep: Class 13 contains 882 members 
Mstep: Class 14 contains 19122 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2183 members 
Mstep: Class 17 contains 31520 members 
Mstep: Class 18 contains 48881 members 
Mstep: Class 19 contains 42003 members 
Mstep: Class 20 contains 4071 members 
Mstep: Class 21 contains 45564 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43691 members 
Mstep: Class 24 contains 14770 members 
Mstep: Class 25 contains 40318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914928.000000 Penalty: 83433.343750
Iteration 113Q: 26 clusters Score -1.269149e+08 nChanged 4926
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 45639 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45519 members 
Mstep: Class 5 contains 41540 members 
Mstep: Class 6 contains 43304 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44150 members 
Mstep: Class 9 contains 42490 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 43813 members 
Mstep: Class 12 contains 53310 members 
Mstep: Class 13 contains 883 members 
Mstep: Class 14 contains 19136 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 2185 members 
Mstep: Class 17 contains 31535 members 
Mstep: Class 18 contains 48802 members 
Mstep: Class 19 contains 41999 members 
Mstep: Class 20 contains 4057 members 
Mstep: Class 21 contains 45457 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43611 members 
Mstep: Class 24 contains 14904 members 
Mstep: Class 25 contains 41067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915888.000000 Penalty: 83433.343750
Iteration 114Q: 26 clusters Score -1.269159e+08 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 45610 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45495 members 
Mstep: Class 5 contains 41491 members 
Mstep: Class 6 contains 43244 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44119 members 
Mstep: Class 9 contains 42497 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 43558 members 
Mstep: Class 12 contains 53372 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 19135 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2186 members 
Mstep: Class 17 contains 31552 members 
Mstep: Class 18 contains 48751 members 
Mstep: Class 19 contains 41962 members 
Mstep: Class 20 contains 4036 members 
Mstep: Class 21 contains 45393 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43538 members 
Mstep: Class 24 contains 15008 members 
Mstep: Class 25 contains 41668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915840.000000 Penalty: 83433.343750
Iteration 115Q: 26 clusters Score -1.269158e+08 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 45606 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45483 members 
Mstep: Class 5 contains 41448 members 
Mstep: Class 6 contains 43177 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44112 members 
Mstep: Class 9 contains 42475 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 43373 members 
Mstep: Class 12 contains 53445 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 19142 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 31572 members 
Mstep: Class 18 contains 48666 members 
Mstep: Class 19 contains 41941 members 
Mstep: Class 20 contains 4007 members 
Mstep: Class 21 contains 45348 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43535 members 
Mstep: Class 24 contains 15140 members 
Mstep: Class 25 contains 42089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916304.000000 Penalty: 83433.343750
Iteration 116Q: 26 clusters Score -1.269163e+08 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 45592 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45472 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 43138 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44101 members 
Mstep: Class 9 contains 42466 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 43257 members 
Mstep: Class 12 contains 53429 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 19137 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 2189 members 
Mstep: Class 17 contains 31604 members 
Mstep: Class 18 contains 48583 members 
Mstep: Class 19 contains 41919 members 
Mstep: Class 20 contains 3986 members 
Mstep: Class 21 contains 45342 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43553 members 
Mstep: Class 24 contains 15276 members 
Mstep: Class 25 contains 42407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916408.000000 Penalty: 83433.343750
Iteration 117Q: 26 clusters Score -1.269164e+08 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 45622 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45472 members 
Mstep: Class 5 contains 41381 members 
Mstep: Class 6 contains 43075 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44110 members 
Mstep: Class 9 contains 42462 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 43139 members 
Mstep: Class 12 contains 53412 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 19133 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 2190 members 
Mstep: Class 17 contains 31616 members 
Mstep: Class 18 contains 48519 members 
Mstep: Class 19 contains 41884 members 
Mstep: Class 20 contains 3968 members 
Mstep: Class 21 contains 45342 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43592 members 
Mstep: Class 24 contains 15409 members 
Mstep: Class 25 contains 42692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916328.000000 Penalty: 83433.343750
Iteration 118Q: 26 clusters Score -1.269163e+08 nChanged 4482
Entering ConstructFrom: 
Score: -126916328.000000 Penalty: 83433.343750
Entering ConstructFrom: 
Trying to split cluster 1 (41128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Entering Unmasked Estep 
Score: -7550638.000000 Penalty: 2634.862061
	Iteration 0F: 2 clusters Score -7550638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -7523135.500000 Penalty: 5269.724121
	Iteration 0F: 3 clusters Score -7523136 nChanged 18790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -7533428.500000 Penalty: 5269.724121
	Iteration 1F: 3 clusters Score -7533428 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -7533878.500000 Penalty: 5269.724121
	Iteration 2Q: 3 clusters Score -7533878 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -7534397.000000 Penalty: 5269.724121
	Iteration 3Q: 3 clusters Score -7534397 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -7535120.000000 Penalty: 5269.724121
	Iteration 4Q: 3 clusters Score -7535120 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -7536091.000000 Penalty: 5269.724121
	Iteration 5Q: 3 clusters Score -7536091 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -7537593.000000 Penalty: 5269.724121
	Iteration 6F: 3 clusters Score -7537593 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -7539910.000000 Penalty: 5269.724121
	Iteration 7F: 3 clusters Score -7539910 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -7542784.000000 Penalty: 5269.724121
	Iteration 8F: 3 clusters Score -7542784 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -7545409.000000 Penalty: 5269.724121
	Iteration 9F: 3 clusters Score -7545409 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7547091.500000 Penalty: 5269.724121
	Iteration 10Q: 3 clusters Score -7547092 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7547893.500000 Penalty: 5269.724121
	Iteration 11Q: 3 clusters Score -7547894 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7548295.000000 Penalty: 5269.724121
	Iteration 12Q: 3 clusters Score -7548295 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7548467.000000 Penalty: 5269.724121
	Iteration 13Q: 3 clusters Score -7548467 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7548565.000000 Penalty: 5269.724121
	Iteration 14Q: 3 clusters Score -7548565 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7548596.000000 Penalty: 5269.724121
	Iteration 15Q: 3 clusters Score -7548596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7548631.500000 Penalty: 5269.724121
	Iteration 16Q: 3 clusters Score -7548632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7548651.000000 Penalty: 5269.724121
	Iteration 17Q: 3 clusters Score -7548651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7548651.500000 Penalty: 5269.724121
	Iteration 18Q: 3 clusters Score -7548652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7548656.500000 Penalty: 5269.724121
	Iteration 19Q: 3 clusters Score -7548656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7548665.500000 Penalty: 5269.724121
	Iteration 20F: 3 clusters Score -7548666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -7548675.000000 Penalty: 5269.724121
	Iteration 21Q: 3 clusters Score -7548675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7548671.500000 Penalty: 5269.724121
	Iteration 22Q: 3 clusters Score -7548672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7548669.500000 Penalty: 5269.724121
	Iteration 23Q: 3 clusters Score -7548670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7548669.000000 Penalty: 5269.724121
	Iteration 24Q: 3 clusters Score -7548669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7548672.000000 Penalty: 5269.724121
	Iteration 25Q: 3 clusters Score -7548672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7548675.500000 Penalty: 5269.724121
	Iteration 26Q: 3 clusters Score -7548676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7548675.500000 Penalty: 5269.724121
	Iteration 27F: 3 clusters Score -7548676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Entering Unmasked Estep 
Score: -8484217.000000 Penalty: 2660.748535
	Iteration 0F: 2 clusters Score -8484217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -8454948.000000 Penalty: 5321.497070
	Iteration 0F: 3 clusters Score -8454948 nChanged 20803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -8466399.000000 Penalty: 5321.497070
	Iteration 1F: 3 clusters Score -8466399 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -8467038.000000 Penalty: 5321.497070
	Iteration 2Q: 3 clusters Score -8467038 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -8467766.000000 Penalty: 5321.497070
	Iteration 3Q: 3 clusters Score -8467766 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -8468578.000000 Penalty: 5321.497070
	Iteration 4Q: 3 clusters Score -8468578 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -8469768.000000 Penalty: 5321.497070
	Iteration 5F: 3 clusters Score -8469768 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -8471543.000000 Penalty: 5321.497070
	Iteration 6F: 3 clusters Score -8471543 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -8474278.000000 Penalty: 5321.497070
	Iteration 7F: 3 clusters Score -8474278 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -8477470.000000 Penalty: 5321.497070
	Iteration 8F: 3 clusters Score -8477470 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -8480037.000000 Penalty: 5321.497070
	Iteration 9F: 3 clusters Score -8480037 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8481173.000000 Penalty: 5321.497070
	Iteration 10Q: 3 clusters Score -8481173 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -8481560.000000 Penalty: 5321.497070
	Iteration 11Q: 3 clusters Score -8481560 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -8481749.000000 Penalty: 5321.497070
	Iteration 12Q: 3 clusters Score -8481749 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -8481831.000000 Penalty: 5321.497070
	Iteration 13Q: 3 clusters Score -8481831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -8481883.000000 Penalty: 5321.497070
	Iteration 14Q: 3 clusters Score -8481883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -8481890.000000 Penalty: 5321.497070
	Iteration 15Q: 3 clusters Score -8481890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -8481895.000000 Penalty: 5321.497070
	Iteration 16Q: 3 clusters Score -8481895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -8481905.000000 Penalty: 5321.497070
	Iteration 17Q: 3 clusters Score -8481905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -8481906.000000 Penalty: 5321.497070
	Iteration 18Q: 3 clusters Score -8481906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8481910.000000 Penalty: 5321.497070
	Iteration 19Q: 3 clusters Score -8481910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -8481910.000000 Penalty: 5321.497070
	Iteration 20F: 3 clusters Score -8481910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8481917.000000 Penalty: 5321.497070
	Iteration 21Q: 3 clusters Score -8481917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -8481921.000000 Penalty: 5321.497070
	Iteration 22Q: 3 clusters Score -8481921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -8481923.000000 Penalty: 5321.497070
	Iteration 23Q: 3 clusters Score -8481923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -8481930.000000 Penalty: 5321.497070
	Iteration 24Q: 3 clusters Score -8481930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -8481927.000000 Penalty: 5321.497070
	Iteration 25Q: 3 clusters Score -8481927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -8481928.000000 Penalty: 5321.497070
	Iteration 26Q: 3 clusters Score -8481928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -8481928.000000 Penalty: 5321.497070
	Iteration 27Q: 3 clusters Score -8481928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -8481928.000000 Penalty: 5321.497070
	Iteration 28F: 3 clusters Score -8481928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Entering Unmasked Estep 
Score: -120694.867188 Penalty: 1697.778198
	Iteration 0F: 2 clusters Score -120694.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -118866.875000 Penalty: 3395.556396
	Iteration 0F: 3 clusters Score -118866.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -119619.546875 Penalty: 3395.556396
	Iteration 1F: 3 clusters Score -119619.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -119898.226562 Penalty: 3395.556396
	Iteration 2F: 3 clusters Score -119898.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -119996.656250 Penalty: 3395.556396
	Iteration 3Q: 3 clusters Score -119996.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -120103.835938 Penalty: 3395.556396
	Iteration 4Q: 3 clusters Score -120103.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -120225.718750 Penalty: 3395.556396
	Iteration 5Q: 3 clusters Score -120225.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -120345.593750 Penalty: 3395.556396
	Iteration 6Q: 3 clusters Score -120345.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -120477.656250 Penalty: 3395.556396
	Iteration 7Q: 3 clusters Score -120477.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -120586.359375 Penalty: 3395.556396
	Iteration 8Q: 3 clusters Score -120586.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -120687.210938 Penalty: 3395.556396
	Iteration 9Q: 3 clusters Score -120687.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -120722.875000 Penalty: 3395.556396
	Iteration 10Q: 3 clusters Score -120722.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -120764.429688 Penalty: 3395.556396
	Iteration 11Q: 3 clusters Score -120764.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -120802.140625 Penalty: 3395.556396
	Iteration 12Q: 3 clusters Score -120802.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -120831.406250 Penalty: 3395.556396
	Iteration 13Q: 3 clusters Score -120831.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -120846.320312 Penalty: 3395.556396
	Iteration 14Q: 3 clusters Score -120846.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -120854.648438 Penalty: 3395.556396
	Iteration 15Q: 3 clusters Score -120854.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -120857.585938 Penalty: 3395.556396
	Iteration 16Q: 3 clusters Score -120857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -120858.257812 Penalty: 3395.556396
	Iteration 17Q: 3 clusters Score -120858.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -120859.085938 Penalty: 3395.556396
	Iteration 18Q: 3 clusters Score -120859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -120860.437500 Penalty: 3395.556396
	Iteration 19Q: 3 clusters Score -120860.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -120882.765625 Penalty: 3395.556396
	Iteration 20F: 3 clusters Score -120882.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -120921.617188 Penalty: 3395.556396
	Iteration 21Q: 3 clusters Score -120921.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -120959.437500 Penalty: 3395.556396
	Iteration 22Q: 3 clusters Score -120959.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -120991.523438 Penalty: 3395.556396
	Iteration 23Q: 3 clusters Score -120991.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -121015.179688 Penalty: 3395.556396
	Iteration 24Q: 3 clusters Score -121015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -121045.929688 Penalty: 3395.556396
	Iteration 25Q: 3 clusters Score -121045.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -121098.890625 Penalty: 3395.556396
	Iteration 26Q: 3 clusters Score -121098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -121127.117188 Penalty: 3395.556396
	Iteration 27Q: 3 clusters Score -121127.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -121160.375000 Penalty: 3395.556396
	Iteration 28Q: 3 clusters Score -121160.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -121176.820312 Penalty: 3395.556396
	Iteration 29Q: 3 clusters Score -121176.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -121192.187500 Penalty: 3395.556396
	Iteration 30Q: 3 clusters Score -121192.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -121207.265625 Penalty: 3395.556396
	Iteration 31Q: 3 clusters Score -121207.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -121208.695312 Penalty: 3395.556396
	Iteration 32Q: 3 clusters Score -121208.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -121208.695312 Penalty: 3395.556396
	Iteration 33F: 3 clusters Score -121208.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 45653 members 
Mstep: Class 3 contains 506 members 
Mstep: Class 4 contains 45434 members 
Mstep: Class 5 contains 41366 members 
Mstep: Class 6 contains 43067 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44182 members 
Mstep: Class 9 contains 42458 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 43012 members 
Mstep: Class 12 contains 53421 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 19161 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 31641 members 
Mstep: Class 18 contains 48485 members 
Mstep: Class 19 contains 41802 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 45289 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43589 members 
Mstep: Class 24 contains 15553 members 
Mstep: Class 25 contains 42910 members 
Mstep: Class 26 contains 434 members 
Entering Unmasked Estep 
Score: -126914976.000000 Penalty: 86770.679688
Splitting cluster 3 changes total score from -126916328.000000 to -126914976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (45434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Entering Unmasked Estep 
Score: -8303601.000000 Penalty: 2659.555908
	Iteration 0F: 2 clusters Score -8303601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -8273511.500000 Penalty: 5319.111816
	Iteration 0F: 3 clusters Score -8273512 nChanged 20984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -8285155.500000 Penalty: 5319.111816
	Iteration 1F: 3 clusters Score -8285156 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -8285874.500000 Penalty: 5319.111816
	Iteration 2Q: 3 clusters Score -8285874 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22153 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -8286755.000000 Penalty: 5319.111816
	Iteration 3Q: 3 clusters Score -8286755 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -8287906.000000 Penalty: 5319.111816
	Iteration 4Q: 3 clusters Score -8287906 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -8289370.500000 Penalty: 5319.111816
	Iteration 5F: 3 clusters Score -8289370 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -8291170.000000 Penalty: 5319.111816
	Iteration 6F: 3 clusters Score -8291170 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -8293407.500000 Penalty: 5319.111816
	Iteration 7F: 3 clusters Score -8293408 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -8295805.000000 Penalty: 5319.111816
	Iteration 8F: 3 clusters Score -8295805 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -8297604.000000 Penalty: 5319.111816
	Iteration 9F: 3 clusters Score -8297604 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -8298350.000000 Penalty: 5319.111816
	Iteration 10Q: 3 clusters Score -8298350 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -8298640.000000 Penalty: 5319.111816
	Iteration 11Q: 3 clusters Score -8298640 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -8298880.000000 Penalty: 5319.111816
	Iteration 12Q: 3 clusters Score -8298880 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -8299071.500000 Penalty: 5319.111816
	Iteration 13Q: 3 clusters Score -8299072 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -8299257.500000 Penalty: 5319.111816
	Iteration 14Q: 3 clusters Score -8299258 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -8299388.500000 Penalty: 5319.111816
	Iteration 15Q: 3 clusters Score -8299388 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -8299484.000000 Penalty: 5319.111816
	Iteration 16Q: 3 clusters Score -8299484 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -8299567.500000 Penalty: 5319.111816
	Iteration 17Q: 3 clusters Score -8299568 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -8299673.500000 Penalty: 5319.111816
	Iteration 18Q: 3 clusters Score -8299674 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -8299803.500000 Penalty: 5319.111816
	Iteration 19Q: 3 clusters Score -8299804 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -8299861.500000 Penalty: 5319.111816
	Iteration 20F: 3 clusters Score -8299862 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -8299950.000000 Penalty: 5319.111816
	Iteration 21Q: 3 clusters Score -8299950 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -8300015.500000 Penalty: 5319.111816
	Iteration 22Q: 3 clusters Score -8300016 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -8300062.500000 Penalty: 5319.111816
	Iteration 23Q: 3 clusters Score -8300062 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -8300126.000000 Penalty: 5319.111816
	Iteration 24Q: 3 clusters Score -8300126 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -8300170.000000 Penalty: 5319.111816
	Iteration 25Q: 3 clusters Score -8300170 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -8300206.000000 Penalty: 5319.111816
	Iteration 26Q: 3 clusters Score -8300206 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -8300249.500000 Penalty: 5319.111816
	Iteration 27Q: 3 clusters Score -8300250 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -8300301.500000 Penalty: 5319.111816
	Iteration 28Q: 3 clusters Score -8300302 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -8300343.500000 Penalty: 5319.111816
	Iteration 29Q: 3 clusters Score -8300344 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -8300384.500000 Penalty: 5319.111816
	Iteration 30Q: 3 clusters Score -8300384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -8300405.000000 Penalty: 5319.111816
	Iteration 31Q: 3 clusters Score -8300405 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -8300441.500000 Penalty: 5319.111816
	Iteration 32Q: 3 clusters Score -8300442 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -8300490.000000 Penalty: 5319.111816
	Iteration 33Q: 3 clusters Score -8300490 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -8300506.000000 Penalty: 5319.111816
	Iteration 34Q: 3 clusters Score -8300506 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -8300527.000000 Penalty: 5319.111816
	Iteration 35Q: 3 clusters Score -8300527 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -8300554.000000 Penalty: 5319.111816
	Iteration 36Q: 3 clusters Score -8300554 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -8300578.000000 Penalty: 5319.111816
	Iteration 37Q: 3 clusters Score -8300578 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -8300610.000000 Penalty: 5319.111816
	Iteration 38Q: 3 clusters Score -8300610 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -8300641.500000 Penalty: 5319.111816
	Iteration 39Q: 3 clusters Score -8300642 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -8300661.000000 Penalty: 5319.111816
	Iteration 40F: 3 clusters Score -8300661 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -8300681.000000 Penalty: 5319.111816
	Iteration 41Q: 3 clusters Score -8300681 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -8300704.000000 Penalty: 5319.111816
	Iteration 42Q: 3 clusters Score -8300704 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -8300734.000000 Penalty: 5319.111816
	Iteration 43Q: 3 clusters Score -8300734 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -8300751.500000 Penalty: 5319.111816
	Iteration 44Q: 3 clusters Score -8300752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -8300775.000000 Penalty: 5319.111816
	Iteration 45Q: 3 clusters Score -8300775 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -8300783.000000 Penalty: 5319.111816
	Iteration 46Q: 3 clusters Score -8300783 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -8300815.500000 Penalty: 5319.111816
	Iteration 47Q: 3 clusters Score -8300816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -8300829.000000 Penalty: 5319.111816
	Iteration 48Q: 3 clusters Score -8300829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -8300845.500000 Penalty: 5319.111816
	Iteration 49Q: 3 clusters Score -8300846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -8300846.500000 Penalty: 5319.111816
	Iteration 50Q: 3 clusters Score -8300846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -8300885.000000 Penalty: 5319.111816
	Iteration 51Q: 3 clusters Score -8300885 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -8300899.000000 Penalty: 5319.111816
	Iteration 52Q: 3 clusters Score -8300899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -8300913.000000 Penalty: 5319.111816
	Iteration 53Q: 3 clusters Score -8300913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -8300932.000000 Penalty: 5319.111816
	Iteration 54Q: 3 clusters Score -8300932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -8300938.500000 Penalty: 5319.111816
	Iteration 55Q: 3 clusters Score -8300938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -8300942.500000 Penalty: 5319.111816
	Iteration 56Q: 3 clusters Score -8300942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -8300972.500000 Penalty: 5319.111816
	Iteration 57Q: 3 clusters Score -8300972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -8300976.500000 Penalty: 5319.111816
	Iteration 58Q: 3 clusters Score -8300976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -8300996.500000 Penalty: 5319.111816
	Iteration 59Q: 3 clusters Score -8300996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -8301023.000000 Penalty: 5319.111816
	Iteration 60F: 3 clusters Score -8301023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -8301040.000000 Penalty: 5319.111816
	Iteration 61Q: 3 clusters Score -8301040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -8301047.500000 Penalty: 5319.111816
	Iteration 62Q: 3 clusters Score -8301048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -8301053.000000 Penalty: 5319.111816
	Iteration 63Q: 3 clusters Score -8301053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -8301053.000000 Penalty: 5319.111816
	Iteration 64Q: 3 clusters Score -8301053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -8301067.500000 Penalty: 5319.111816
	Iteration 65Q: 3 clusters Score -8301068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -8301076.000000 Penalty: 5319.111816
	Iteration 66Q: 3 clusters Score -8301076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -8301086.500000 Penalty: 5319.111816
	Iteration 67Q: 3 clusters Score -8301086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -8301075.000000 Penalty: 5319.111816
	Iteration 68Q: 3 clusters Score -8301075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -8301072.500000 Penalty: 5319.111816
	Iteration 69Q: 3 clusters Score -8301072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -8301069.500000 Penalty: 5319.111816
	Iteration 70Q: 3 clusters Score -8301070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -8301069.500000 Penalty: 5319.111816
	Iteration 71Q: 3 clusters Score -8301070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -8301089.000000 Penalty: 5319.111816
	Iteration 72Q: 3 clusters Score -8301089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -8301109.500000 Penalty: 5319.111816
	Iteration 73Q: 3 clusters Score -8301110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -8301127.000000 Penalty: 5319.111816
	Iteration 74Q: 3 clusters Score -8301127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -8301141.500000 Penalty: 5319.111816
	Iteration 75Q: 3 clusters Score -8301142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -8301141.500000 Penalty: 5319.111816
	Iteration 76Q: 3 clusters Score -8301142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -8301129.500000 Penalty: 5319.111816
	Iteration 77Q: 3 clusters Score -8301130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -8301147.500000 Penalty: 5319.111816
	Iteration 78Q: 3 clusters Score -8301148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -8301157.500000 Penalty: 5319.111816
	Iteration 79Q: 3 clusters Score -8301158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -8301176.500000 Penalty: 5319.111816
	Iteration 80F: 3 clusters Score -8301176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -8301183.000000 Penalty: 5319.111816
	Iteration 81Q: 3 clusters Score -8301183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -8301188.500000 Penalty: 5319.111816
	Iteration 82Q: 3 clusters Score -8301188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -8301186.000000 Penalty: 5319.111816
	Iteration 83Q: 3 clusters Score -8301186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -8301193.000000 Penalty: 5319.111816
	Iteration 84Q: 3 clusters Score -8301193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -8301182.000000 Penalty: 5319.111816
	Iteration 85Q: 3 clusters Score -8301182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -8301178.500000 Penalty: 5319.111816
	Iteration 86Q: 3 clusters Score -8301178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 95Q: 3 clusters Score -8301190 nChanged 4
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	Iteration 97Q: 3 clusters Score -8301196 nChanged 11
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	Iteration 110Q: 3 clusters Score -8301228 nChanged 15
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	Iteration 111Q: 3 clusters Score -8301242 nChanged 30
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	Iteration 160F: 3 clusters Score -8301612 nChanged 30
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	Iteration 164Q: 3 clusters Score -8301632 nChanged 8
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	Iteration 179Q: 3 clusters Score -8301639 nChanged 1
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Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -8301633.500000 Penalty: 5319.111816
	Iteration 180F: 3 clusters Score -8301634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -8301629.500000 Penalty: 5319.111816
	Iteration 181Q: 3 clusters Score -8301630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -8301628.500000 Penalty: 5319.111816
	Iteration 182Q: 3 clusters Score -8301628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -8301630.500000 Penalty: 5319.111816
	Iteration 183Q: 3 clusters Score -8301630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -8301635.500000 Penalty: 5319.111816
	Iteration 184Q: 3 clusters Score -8301636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -8301639.000000 Penalty: 5319.111816
	Iteration 185Q: 3 clusters Score -8301639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -8301643.500000 Penalty: 5319.111816
	Iteration 186Q: 3 clusters Score -8301644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -8301643.500000 Penalty: 5319.111816
	Iteration 187Q: 3 clusters Score -8301644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -8301644.000000 Penalty: 5319.111816
	Iteration 188Q: 3 clusters Score -8301644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -8301648.000000 Penalty: 5319.111816
	Iteration 189Q: 3 clusters Score -8301648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -8301636.000000 Penalty: 5319.111816
	Iteration 190Q: 3 clusters Score -8301636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -8301652.500000 Penalty: 5319.111816
	Iteration 191Q: 3 clusters Score -8301652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -8301656.000000 Penalty: 5319.111816
	Iteration 192Q: 3 clusters Score -8301656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -8301657.500000 Penalty: 5319.111816
	Iteration 193Q: 3 clusters Score -8301658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -8301656.500000 Penalty: 5319.111816
	Iteration 194Q: 3 clusters Score -8301656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -8301660.500000 Penalty: 5319.111816
	Iteration 195Q: 3 clusters Score -8301660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -8301658.000000 Penalty: 5319.111816
	Iteration 196Q: 3 clusters Score -8301658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -8301664.500000 Penalty: 5319.111816
	Iteration 197Q: 3 clusters Score -8301664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -8301669.500000 Penalty: 5319.111816
	Iteration 198Q: 3 clusters Score -8301670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -8301668.500000 Penalty: 5319.111816
	Iteration 199Q: 3 clusters Score -8301668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -8301673.500000 Penalty: 5319.111816
	Iteration 200F: 3 clusters Score -8301674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -8301676.000000 Penalty: 5319.111816
	Iteration 201Q: 3 clusters Score -8301676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -8301675.000000 Penalty: 5319.111816
	Iteration 202Q: 3 clusters Score -8301675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -8301673.500000 Penalty: 5319.111816
	Iteration 203Q: 3 clusters Score -8301674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -8301675.000000 Penalty: 5319.111816
	Iteration 204Q: 3 clusters Score -8301675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -8301671.000000 Penalty: 5319.111816
	Iteration 205Q: 3 clusters Score -8301671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -8301667.000000 Penalty: 5319.111816
	Iteration 206Q: 3 clusters Score -8301667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -8301667.500000 Penalty: 5319.111816
	Iteration 207Q: 3 clusters Score -8301668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -8301673.500000 Penalty: 5319.111816
	Iteration 208Q: 3 clusters Score -8301674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -8301676.500000 Penalty: 5319.111816
	Iteration 209Q: 3 clusters Score -8301676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -8301682.000000 Penalty: 5319.111816
	Iteration 210Q: 3 clusters Score -8301682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -8301685.500000 Penalty: 5319.111816
	Iteration 211Q: 3 clusters Score -8301686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -8301682.500000 Penalty: 5319.111816
	Iteration 212Q: 3 clusters Score -8301682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -8301686.000000 Penalty: 5319.111816
	Iteration 213Q: 3 clusters Score -8301686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -8301690.000000 Penalty: 5319.111816
	Iteration 214Q: 3 clusters Score -8301690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -8301693.500000 Penalty: 5319.111816
	Iteration 215Q: 3 clusters Score -8301694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -8301691.500000 Penalty: 5319.111816
	Iteration 216Q: 3 clusters Score -8301692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -8301691.000000 Penalty: 5319.111816
	Iteration 217Q: 3 clusters Score -8301691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -8301690.000000 Penalty: 5319.111816
	Iteration 218Q: 3 clusters Score -8301690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -8301689.500000 Penalty: 5319.111816
	Iteration 219Q: 3 clusters Score -8301690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -8301694.500000 Penalty: 5319.111816
	Iteration 220F: 3 clusters Score -8301694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -8301703.500000 Penalty: 5319.111816
	Iteration 221Q: 3 clusters Score -8301704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -8301701.500000 Penalty: 5319.111816
	Iteration 222Q: 3 clusters Score -8301702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -8301697.000000 Penalty: 5319.111816
	Iteration 223Q: 3 clusters Score -8301697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -8301689.500000 Penalty: 5319.111816
	Iteration 224Q: 3 clusters Score -8301690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -8301693.500000 Penalty: 5319.111816
	Iteration 225Q: 3 clusters Score -8301694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -8301695.500000 Penalty: 5319.111816
	Iteration 226Q: 3 clusters Score -8301696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -8301695.500000 Penalty: 5319.111816
	Iteration 227F: 3 clusters Score -8301696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Entering Unmasked Estep 
Score: -7627217.000000 Penalty: 2636.293213
	Iteration 0F: 2 clusters Score -7627217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -7599366.500000 Penalty: 5272.586426
	Iteration 0F: 3 clusters Score -7599366 nChanged 19049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -7609751.000000 Penalty: 5272.586426
	Iteration 1F: 3 clusters Score -7609751 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -7610502.000000 Penalty: 5272.586426
	Iteration 2Q: 3 clusters Score -7610502 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -7611396.000000 Penalty: 5272.586426
	Iteration 3Q: 3 clusters Score -7611396 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -7612572.000000 Penalty: 5272.586426
	Iteration 4Q: 3 clusters Score -7612572 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -7613880.500000 Penalty: 5272.586426
	Iteration 5Q: 3 clusters Score -7613880 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -7615233.000000 Penalty: 5272.586426
	Iteration 6F: 3 clusters Score -7615233 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -7616578.000000 Penalty: 5272.586426
	Iteration 7F: 3 clusters Score -7616578 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -7617857.000000 Penalty: 5272.586426
	Iteration 8F: 3 clusters Score -7617857 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -7618950.000000 Penalty: 5272.586426
	Iteration 9F: 3 clusters Score -7618950 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -7619863.000000 Penalty: 5272.586426
	Iteration 10Q: 3 clusters Score -7619863 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -7620601.000000 Penalty: 5272.586426
	Iteration 11Q: 3 clusters Score -7620601 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -7621126.000000 Penalty: 5272.586426
	Iteration 12Q: 3 clusters Score -7621126 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -7621498.500000 Penalty: 5272.586426
	Iteration 13Q: 3 clusters Score -7621498 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -7621768.000000 Penalty: 5272.586426
	Iteration 14Q: 3 clusters Score -7621768 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -7621965.500000 Penalty: 5272.586426
	Iteration 15Q: 3 clusters Score -7621966 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -7622188.500000 Penalty: 5272.586426
	Iteration 16Q: 3 clusters Score -7622188 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -7622370.000000 Penalty: 5272.586426
	Iteration 17Q: 3 clusters Score -7622370 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -7622599.500000 Penalty: 5272.586426
	Iteration 18Q: 3 clusters Score -7622600 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -7622818.500000 Penalty: 5272.586426
	Iteration 19Q: 3 clusters Score -7622818 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -7623038.500000 Penalty: 5272.586426
	Iteration 20F: 3 clusters Score -7623038 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -7623275.500000 Penalty: 5272.586426
	Iteration 21Q: 3 clusters Score -7623276 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -7623551.500000 Penalty: 5272.586426
	Iteration 22Q: 3 clusters Score -7623552 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -7623726.000000 Penalty: 5272.586426
	Iteration 23Q: 3 clusters Score -7623726 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -7623898.000000 Penalty: 5272.586426
	Iteration 24Q: 3 clusters Score -7623898 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -7624036.500000 Penalty: 5272.586426
	Iteration 25Q: 3 clusters Score -7624036 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -7624191.000000 Penalty: 5272.586426
	Iteration 26Q: 3 clusters Score -7624191 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -7624381.500000 Penalty: 5272.586426
	Iteration 27Q: 3 clusters Score -7624382 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -7624538.000000 Penalty: 5272.586426
	Iteration 28Q: 3 clusters Score -7624538 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -7624703.000000 Penalty: 5272.586426
	Iteration 29Q: 3 clusters Score -7624703 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -7624879.000000 Penalty: 5272.586426
	Iteration 30Q: 3 clusters Score -7624879 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -7624996.500000 Penalty: 5272.586426
	Iteration 31Q: 3 clusters Score -7624996 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -7625109.500000 Penalty: 5272.586426
	Iteration 32Q: 3 clusters Score -7625110 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -7625205.000000 Penalty: 5272.586426
	Iteration 33Q: 3 clusters Score -7625205 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -7625294.500000 Penalty: 5272.586426
	Iteration 34Q: 3 clusters Score -7625294 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -7625347.000000 Penalty: 5272.586426
	Iteration 35Q: 3 clusters Score -7625347 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -7625436.000000 Penalty: 5272.586426
	Iteration 36Q: 3 clusters Score -7625436 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -7625499.500000 Penalty: 5272.586426
	Iteration 37Q: 3 clusters Score -7625500 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -7625562.000000 Penalty: 5272.586426
	Iteration 38Q: 3 clusters Score -7625562 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -7625665.500000 Penalty: 5272.586426
	Iteration 39Q: 3 clusters Score -7625666 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -7625733.500000 Penalty: 5272.586426
	Iteration 40F: 3 clusters Score -7625734 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -7625788.000000 Penalty: 5272.586426
	Iteration 41Q: 3 clusters Score -7625788 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -7625839.500000 Penalty: 5272.586426
	Iteration 42Q: 3 clusters Score -7625840 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -7625896.000000 Penalty: 5272.586426
	Iteration 43Q: 3 clusters Score -7625896 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -7625961.500000 Penalty: 5272.586426
	Iteration 44Q: 3 clusters Score -7625962 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -7626023.000000 Penalty: 5272.586426
	Iteration 45Q: 3 clusters Score -7626023 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -7626035.000000 Penalty: 5272.586426
	Iteration 46Q: 3 clusters Score -7626035 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -7626072.000000 Penalty: 5272.586426
	Iteration 47Q: 3 clusters Score -7626072 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -7626101.000000 Penalty: 5272.586426
	Iteration 48Q: 3 clusters Score -7626101 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -7626150.000000 Penalty: 5272.586426
	Iteration 49Q: 3 clusters Score -7626150 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -7626175.000000 Penalty: 5272.586426
	Iteration 50Q: 3 clusters Score -7626175 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -7626178.500000 Penalty: 5272.586426
	Iteration 51Q: 3 clusters Score -7626178 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -7626201.500000 Penalty: 5272.586426
	Iteration 52Q: 3 clusters Score -7626202 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -7626236.500000 Penalty: 5272.586426
	Iteration 53Q: 3 clusters Score -7626236 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -7626245.000000 Penalty: 5272.586426
	Iteration 54Q: 3 clusters Score -7626245 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -7626278.500000 Penalty: 5272.586426
	Iteration 55Q: 3 clusters Score -7626278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7626291.500000 Penalty: 5272.586426
	Iteration 56Q: 3 clusters Score -7626292 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -7626299.000000 Penalty: 5272.586426
	Iteration 57Q: 3 clusters Score -7626299 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -7626312.500000 Penalty: 5272.586426
	Iteration 58Q: 3 clusters Score -7626312 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -7626324.000000 Penalty: 5272.586426
	Iteration 59Q: 3 clusters Score -7626324 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -7626372.000000 Penalty: 5272.586426
	Iteration 60F: 3 clusters Score -7626372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -7626375.000000 Penalty: 5272.586426
	Iteration 61Q: 3 clusters Score -7626375 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -7626387.000000 Penalty: 5272.586426
	Iteration 62Q: 3 clusters Score -7626387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -7626392.500000 Penalty: 5272.586426
	Iteration 63Q: 3 clusters Score -7626392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -7626406.000000 Penalty: 5272.586426
	Iteration 64Q: 3 clusters Score -7626406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -7626421.500000 Penalty: 5272.586426
	Iteration 65Q: 3 clusters Score -7626422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7626430.500000 Penalty: 5272.586426
	Iteration 66Q: 3 clusters Score -7626430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -7626441.500000 Penalty: 5272.586426
	Iteration 67Q: 3 clusters Score -7626442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7626447.000000 Penalty: 5272.586426
	Iteration 68Q: 3 clusters Score -7626447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -7626426.000000 Penalty: 5272.586426
	Iteration 69Q: 3 clusters Score -7626426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -7626440.000000 Penalty: 5272.586426
	Iteration 70Q: 3 clusters Score -7626440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7626439.000000 Penalty: 5272.586426
	Iteration 71Q: 3 clusters Score -7626439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -7626447.500000 Penalty: 5272.586426
	Iteration 72Q: 3 clusters Score -7626448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7626430.500000 Penalty: 5272.586426
	Iteration 73Q: 3 clusters Score -7626430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -7626438.000000 Penalty: 5272.586426
	Iteration 74Q: 3 clusters Score -7626438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -7626423.500000 Penalty: 5272.586426
	Iteration 75Q: 3 clusters Score -7626424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7626422.000000 Penalty: 5272.586426
	Iteration 76Q: 3 clusters Score -7626422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7626430.500000 Penalty: 5272.586426
	Iteration 77Q: 3 clusters Score -7626430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7626429.000000 Penalty: 5272.586426
	Iteration 78Q: 3 clusters Score -7626429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7626436.000000 Penalty: 5272.586426
	Iteration 79Q: 3 clusters Score -7626436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -7626432.000000 Penalty: 5272.586426
	Iteration 80F: 3 clusters Score -7626432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -7626430.000000 Penalty: 5272.586426
	Iteration 81Q: 3 clusters Score -7626430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7626431.500000 Penalty: 5272.586426
	Iteration 82Q: 3 clusters Score -7626432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7626431.000000 Penalty: 5272.586426
	Iteration 83Q: 3 clusters Score -7626431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -7626425.000000 Penalty: 5272.586426
	Iteration 84Q: 3 clusters Score -7626425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7626425.000000 Penalty: 5272.586426
	Iteration 85Q: 3 clusters Score -7626425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -7626429.500000 Penalty: 5272.586426
	Iteration 86Q: 3 clusters Score -7626430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7626434.500000 Penalty: 5272.586426
	Iteration 87Q: 3 clusters Score -7626434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -7626430.000000 Penalty: 5272.586426
	Iteration 88Q: 3 clusters Score -7626430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -7626430.000000 Penalty: 5272.586426
	Iteration 89Q: 3 clusters Score -7626430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7626427.000000 Penalty: 5272.586426
	Iteration 90Q: 3 clusters Score -7626427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7626423.500000 Penalty: 5272.586426
	Iteration 91Q: 3 clusters Score -7626424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -7626421.500000 Penalty: 5272.586426
	Iteration 92Q: 3 clusters Score -7626422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -7626426.000000 Penalty: 5272.586426
	Iteration 93Q: 3 clusters Score -7626426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7626424.500000 Penalty: 5272.586426
	Iteration 94Q: 3 clusters Score -7626424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7626430.000000 Penalty: 5272.586426
	Iteration 95Q: 3 clusters Score -7626430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -7626424.500000 Penalty: 5272.586426
	Iteration 96Q: 3 clusters Score -7626424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7626427.500000 Penalty: 5272.586426
	Iteration 97Q: 3 clusters Score -7626428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7626427.500000 Penalty: 5272.586426
	Iteration 98F: 3 clusters Score -7626428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Entering Unmasked Estep 
Score: -7914922.000000 Penalty: 2646.287109
	Iteration 0F: 2 clusters Score -7914922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -7886174.000000 Penalty: 5292.574219
	Iteration 0F: 3 clusters Score -7886174 nChanged 19439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -7896788.000000 Penalty: 5292.574219
	Iteration 1F: 3 clusters Score -7896788 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -7897288.500000 Penalty: 5292.574219
	Iteration 2Q: 3 clusters Score -7897288 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -7897910.500000 Penalty: 5292.574219
	Iteration 3Q: 3 clusters Score -7897910 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -7898704.000000 Penalty: 5292.574219
	Iteration 4Q: 3 clusters Score -7898704 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -7899719.000000 Penalty: 5292.574219
	Iteration 5Q: 3 clusters Score -7899719 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -7900997.000000 Penalty: 5292.574219
	Iteration 6Q: 3 clusters Score -7900997 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -7902331.500000 Penalty: 5292.574219
	Iteration 7Q: 3 clusters Score -7902332 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -7903813.000000 Penalty: 5292.574219
	Iteration 8F: 3 clusters Score -7903813 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -7905234.000000 Penalty: 5292.574219
	Iteration 9F: 3 clusters Score -7905234 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -7906613.500000 Penalty: 5292.574219
	Iteration 10F: 3 clusters Score -7906614 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -7907651.000000 Penalty: 5292.574219
	Iteration 11Q: 3 clusters Score -7907651 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -7908271.500000 Penalty: 5292.574219
	Iteration 12Q: 3 clusters Score -7908272 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -7908548.000000 Penalty: 5292.574219
	Iteration 13Q: 3 clusters Score -7908548 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -7908701.000000 Penalty: 5292.574219
	Iteration 14Q: 3 clusters Score -7908701 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -7908780.000000 Penalty: 5292.574219
	Iteration 15Q: 3 clusters Score -7908780 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -7908816.000000 Penalty: 5292.574219
	Iteration 16Q: 3 clusters Score -7908816 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -7908895.000000 Penalty: 5292.574219
	Iteration 17Q: 3 clusters Score -7908895 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -7908924.500000 Penalty: 5292.574219
	Iteration 18Q: 3 clusters Score -7908924 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -7908943.000000 Penalty: 5292.574219
	Iteration 19Q: 3 clusters Score -7908943 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -7909004.500000 Penalty: 5292.574219
	Iteration 20F: 3 clusters Score -7909004 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -7909058.000000 Penalty: 5292.574219
	Iteration 21Q: 3 clusters Score -7909058 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -7909103.000000 Penalty: 5292.574219
	Iteration 22Q: 3 clusters Score -7909103 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -7909174.000000 Penalty: 5292.574219
	Iteration 23Q: 3 clusters Score -7909174 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -7909208.500000 Penalty: 5292.574219
	Iteration 24Q: 3 clusters Score -7909208 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -7909276.000000 Penalty: 5292.574219
	Iteration 25Q: 3 clusters Score -7909276 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -7909332.500000 Penalty: 5292.574219
	Iteration 26Q: 3 clusters Score -7909332 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -7909394.000000 Penalty: 5292.574219
	Iteration 27Q: 3 clusters Score -7909394 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -7909471.500000 Penalty: 5292.574219
	Iteration 28Q: 3 clusters Score -7909472 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -7909589.500000 Penalty: 5292.574219
	Iteration 29Q: 3 clusters Score -7909590 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -7909686.000000 Penalty: 5292.574219
	Iteration 30Q: 3 clusters Score -7909686 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -7909833.000000 Penalty: 5292.574219
	Iteration 31Q: 3 clusters Score -7909833 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -7909960.000000 Penalty: 5292.574219
	Iteration 32Q: 3 clusters Score -7909960 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -7910070.500000 Penalty: 5292.574219
	Iteration 33Q: 3 clusters Score -7910070 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -7910208.000000 Penalty: 5292.574219
	Iteration 34Q: 3 clusters Score -7910208 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -7910328.000000 Penalty: 5292.574219
	Iteration 35Q: 3 clusters Score -7910328 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -7910416.000000 Penalty: 5292.574219
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7910543 nChanged 438
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Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7910688 nChanged 399
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Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7910786 nChanged 386
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Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7910858 nChanged 394
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Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7910960 nChanged 434
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Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7911010 nChanged 424
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Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 13529 members 
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	Iteration 47Q: 3 clusters Score -7911408 nChanged 411
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Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7911478 nChanged 428
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Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7911571 nChanged 410
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Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7911652 nChanged 400
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Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7911741 nChanged 382
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Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7911830 nChanged 351
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Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7911898 nChanged 341
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Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7911987 nChanged 316
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Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7912034 nChanged 302
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Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7912069 nChanged 296
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Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7912136 nChanged 305
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Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7912197 nChanged 305
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Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7912287 nChanged 318
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Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7912338 nChanged 306
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Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 8660 members 
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	Iteration 61Q: 3 clusters Score -7912408 nChanged 307
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Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7912450 nChanged 278
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Mstep: Class 2 contains 8075 members 
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	Iteration 63Q: 3 clusters Score -7912496 nChanged 273
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Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 7802 members 
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Mstep: Class 1 contains 35531 members 
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	Iteration 65Q: 3 clusters Score -7912628 nChanged 260
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Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 7276 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7912960 nChanged 186
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Mstep: Class 1 contains 37279 members 
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Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 5650 members 
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	Iteration 74Q: 3 clusters Score -7913028 nChanged 131
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Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 5519 members 
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Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 5385 members 
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	Iteration 76Q: 3 clusters Score -7913042 nChanged 116
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Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 5269 members 
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	Iteration 77Q: 3 clusters Score -7913030 nChanged 108
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Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 5161 members 
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	Iteration 78Q: 3 clusters Score -7913046 nChanged 98
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Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 5063 members 
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	Iteration 79Q: 3 clusters Score -7913058 nChanged 91
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Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 4972 members 
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	Iteration 80F: 3 clusters Score -7913076 nChanged 83
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Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7913066 nChanged 96
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Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 4793 members 
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	Iteration 82Q: 3 clusters Score -7913090 nChanged 96
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Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 4697 members 
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	Iteration 83Q: 3 clusters Score -7913109 nChanged 84
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Mstep: Class 1 contains 38454 members 
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	Iteration 84Q: 3 clusters Score -7913117 nChanged 81
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Mstep: Class 1 contains 38535 members 
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	Iteration 85Q: 3 clusters Score -7913119 nChanged 89
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Mstep: Class 1 contains 38624 members 
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	Iteration 86Q: 3 clusters Score -7913132 nChanged 85
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Mstep: Class 1 contains 38709 members 
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	Iteration 87Q: 3 clusters Score -7913134 nChanged 76
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	Iteration 88Q: 3 clusters Score -7913143 nChanged 75
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Mstep: Class 1 contains 38860 members 
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	Iteration 89Q: 3 clusters Score -7913162 nChanged 73
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Mstep: Class 1 contains 38933 members 
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	Iteration 90Q: 3 clusters Score -7913172 nChanged 77
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Mstep: Class 1 contains 39010 members 
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	Iteration 91Q: 3 clusters Score -7913164 nChanged 92
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Mstep: Class 1 contains 39098 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7913191 nChanged 85
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Mstep: Class 1 contains 39183 members 
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	Iteration 93Q: 3 clusters Score -7913204 nChanged 84
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Mstep: Class 1 contains 39267 members 
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	Iteration 94Q: 3 clusters Score -7913214 nChanged 86
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	Iteration 95Q: 3 clusters Score -7913220 nChanged 98
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Mstep: Class 1 contains 39449 members 
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	Iteration 96Q: 3 clusters Score -7913246 nChanged 76
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Mstep: Class 1 contains 39523 members 
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	Iteration 97Q: 3 clusters Score -7913259 nChanged 69
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Mstep: Class 1 contains 39592 members 
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	Iteration 98Q: 3 clusters Score -7913264 nChanged 71
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Mstep: Class 1 contains 39663 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7913272 nChanged 66
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Mstep: Class 1 contains 39729 members 
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	Iteration 100F: 3 clusters Score -7913300 nChanged 68
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Mstep: Class 1 contains 39797 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7913292 nChanged 65
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Mstep: Class 1 contains 39862 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7913288 nChanged 49
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7913290 nChanged 38
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Mstep: Class 1 contains 39949 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7913282 nChanged 46
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	Iteration 105Q: 3 clusters Score -7913292 nChanged 45
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7913314 nChanged 39
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	Iteration 107Q: 3 clusters Score -7913308 nChanged 28
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7913313 nChanged 31
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	Iteration 109Q: 3 clusters Score -7913304 nChanged 33
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	Iteration 110Q: 3 clusters Score -7913306 nChanged 24
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7913318 nChanged 22
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Mstep: Class 1 contains 40215 members 
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	Iteration 112Q: 3 clusters Score -7913340 nChanged 16
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	Iteration 113Q: 3 clusters Score -7913345 nChanged 18
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	Iteration 114Q: 3 clusters Score -7913354 nChanged 20
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	Iteration 115Q: 3 clusters Score -7913352 nChanged 18
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	Iteration 116Q: 3 clusters Score -7913354 nChanged 17
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	Iteration 117Q: 3 clusters Score -7913361 nChanged 12
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	Iteration 118Q: 3 clusters Score -7913362 nChanged 11
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	Iteration 119Q: 3 clusters Score -7913374 nChanged 10
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	Iteration 120F: 3 clusters Score -7913366 nChanged 12
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	Iteration 121Q: 3 clusters Score -7913358 nChanged 6
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	Iteration 122Q: 3 clusters Score -7913360 nChanged 8
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	Iteration 123Q: 3 clusters Score -7913371 nChanged 6
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	Iteration 124Q: 3 clusters Score -7913372 nChanged 8
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Mstep: Class 1 contains 40375 members 
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	Iteration 125Q: 3 clusters Score -7913370 nChanged 8
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	Iteration 126Q: 3 clusters Score -7913371 nChanged 10
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Mstep: Class 1 contains 40393 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7913376 nChanged 8
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	Iteration 128Q: 3 clusters Score -7913373 nChanged 6
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	Iteration 129Q: 3 clusters Score -7913375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7913366.500000 Penalty: 5292.574219
	Iteration 130Q: 3 clusters Score -7913366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7913371.000000 Penalty: 5292.574219
	Iteration 131Q: 3 clusters Score -7913371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -7913376.500000 Penalty: 5292.574219
	Iteration 132Q: 3 clusters Score -7913376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7913371.000000 Penalty: 5292.574219
	Iteration 133Q: 3 clusters Score -7913371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -7913380.500000 Penalty: 5292.574219
	Iteration 134Q: 3 clusters Score -7913380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7913381.500000 Penalty: 5292.574219
	Iteration 135Q: 3 clusters Score -7913382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -7913378.500000 Penalty: 5292.574219
	Iteration 136Q: 3 clusters Score -7913378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7913373.500000 Penalty: 5292.574219
	Iteration 137Q: 3 clusters Score -7913374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7913368.000000 Penalty: 5292.574219
	Iteration 138Q: 3 clusters Score -7913368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -7913373.000000 Penalty: 5292.574219
	Iteration 139Q: 3 clusters Score -7913373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7913373.000000 Penalty: 5292.574219
	Iteration 140F: 3 clusters Score -7913373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -50569.699219 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -50569.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49347.019531 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -49347.02 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49817.875000 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -49817.88 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -50181.675781 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -50181.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -50601.523438 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -50601.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50915.835938 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -50915.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51099.609375 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -51099.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51279.644531 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -51279.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -51384.156250 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -51384.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51405.125000 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -51405.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -51419.789062 Penalty: 3118.777832
	Iteration 9F: 3 clusters Score -51419.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51459.812500 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -51459.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51496.464844 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -51496.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51508.351562 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -51508.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51515.738281 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -51515.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51530.007812 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -51530.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -51551.847656 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -51551.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51570.367188 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -51570.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -51570.367188 Penalty: 3118.777832
	Iteration 17F: 3 clusters Score -51570.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 45653 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45434 members 
Mstep: Class 5 contains 41366 members 
Mstep: Class 6 contains 43067 members 
Mstep: Class 7 contains 377 members 
Mstep: Class 8 contains 44182 members 
Mstep: Class 9 contains 42458 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 43012 members 
Mstep: Class 12 contains 53421 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 19161 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 31641 members 
Mstep: Class 18 contains 48485 members 
Mstep: Class 19 contains 41802 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 45289 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43589 members 
Mstep: Class 24 contains 15553 members 
Mstep: Class 25 contains 42910 members 
Mstep: Class 26 contains 161 members 
Entering Unmasked Estep 
Score: -126915288.000000 Penalty: 86770.679688
Splitting cluster 7 changes total score from -126916328.000000 to -126915288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (44182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Entering Unmasked Estep 
Score: -8181815.000000 Penalty: 2652.625977
	Iteration 0F: 2 clusters Score -8181815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -8152752.000000 Penalty: 5305.251953
	Iteration 0F: 3 clusters Score -8152752 nChanged 20070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -8163626.500000 Penalty: 5305.251953
	Iteration 1F: 3 clusters Score -8163626 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -8163967.500000 Penalty: 5305.251953
	Iteration 2Q: 3 clusters Score -8163968 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -8164314.000000 Penalty: 5305.251953
	Iteration 3Q: 3 clusters Score -8164314 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -8164648.500000 Penalty: 5305.251953
	Iteration 4Q: 3 clusters Score -8164648 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -8164953.000000 Penalty: 5305.251953
	Iteration 5Q: 3 clusters Score -8164953 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -8165257.000000 Penalty: 5305.251953
	Iteration 6Q: 3 clusters Score -8165257 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -8165622.500000 Penalty: 5305.251953
	Iteration 7Q: 3 clusters Score -8165622 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -8166004.500000 Penalty: 5305.251953
	Iteration 8Q: 3 clusters Score -8166004 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -8166472.500000 Penalty: 5305.251953
	Iteration 9Q: 3 clusters Score -8166472 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -8167066.500000 Penalty: 5305.251953
	Iteration 10Q: 3 clusters Score -8167066 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -8167905.000000 Penalty: 5305.251953
	Iteration 11Q: 3 clusters Score -8167905 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -8169029.000000 Penalty: 5305.251953
	Iteration 12Q: 3 clusters Score -8169029 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -8170309.000000 Penalty: 5305.251953
	Iteration 13Q: 3 clusters Score -8170309 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -8171659.000000 Penalty: 5305.251953
	Iteration 14Q: 3 clusters Score -8171659 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -8172938.000000 Penalty: 5305.251953
	Iteration 15Q: 3 clusters Score -8172938 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -8173995.500000 Penalty: 5305.251953
	Iteration 16Q: 3 clusters Score -8173996 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -8174823.000000 Penalty: 5305.251953
	Iteration 17Q: 3 clusters Score -8174823 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -8175431.000000 Penalty: 5305.251953
	Iteration 18Q: 3 clusters Score -8175431 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -8175990.500000 Penalty: 5305.251953
	Iteration 19Q: 3 clusters Score -8175990 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -8176490.500000 Penalty: 5305.251953
	Iteration 20F: 3 clusters Score -8176490 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -8176918.500000 Penalty: 5305.251953
	Iteration 21Q: 3 clusters Score -8176918 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -8177316.500000 Penalty: 5305.251953
	Iteration 22Q: 3 clusters Score -8177316 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -8177722.500000 Penalty: 5305.251953
	Iteration 23Q: 3 clusters Score -8177722 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -8178114.500000 Penalty: 5305.251953
	Iteration 24Q: 3 clusters Score -8178114 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -8178481.000000 Penalty: 5305.251953
	Iteration 25Q: 3 clusters Score -8178481 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -8178822.000000 Penalty: 5305.251953
	Iteration 26Q: 3 clusters Score -8178822 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8179079.500000 Penalty: 5305.251953
	Iteration 27Q: 3 clusters Score -8179080 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8179338.500000 Penalty: 5305.251953
	Iteration 28Q: 3 clusters Score -8179338 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -8179457.500000 Penalty: 5305.251953
	Iteration 29Q: 3 clusters Score -8179458 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8179522.000000 Penalty: 5305.251953
	Iteration 30Q: 3 clusters Score -8179522 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8179595.500000 Penalty: 5305.251953
	Iteration 31Q: 3 clusters Score -8179596 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8179642.000000 Penalty: 5305.251953
	Iteration 32Q: 3 clusters Score -8179642 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8179671.500000 Penalty: 5305.251953
	Iteration 33Q: 3 clusters Score -8179672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8179722.000000 Penalty: 5305.251953
	Iteration 34Q: 3 clusters Score -8179722 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8179756.500000 Penalty: 5305.251953
	Iteration 35Q: 3 clusters Score -8179756 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8179770.500000 Penalty: 5305.251953
	Iteration 36Q: 3 clusters Score -8179770 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8179784.500000 Penalty: 5305.251953
	Iteration 37Q: 3 clusters Score -8179784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8179780.000000 Penalty: 5305.251953
	Iteration 38Q: 3 clusters Score -8179780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8179796.500000 Penalty: 5305.251953
	Iteration 39Q: 3 clusters Score -8179796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8179801.000000 Penalty: 5305.251953
	Iteration 40F: 3 clusters Score -8179801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8179800.500000 Penalty: 5305.251953
	Iteration 41Q: 3 clusters Score -8179800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8179807.500000 Penalty: 5305.251953
	Iteration 42Q: 3 clusters Score -8179808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8179814.000000 Penalty: 5305.251953
	Iteration 43Q: 3 clusters Score -8179814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8179817.000000 Penalty: 5305.251953
	Iteration 44Q: 3 clusters Score -8179817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8179825.500000 Penalty: 5305.251953
	Iteration 45Q: 3 clusters Score -8179826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8179820.000000 Penalty: 5305.251953
	Iteration 46Q: 3 clusters Score -8179820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8179817.000000 Penalty: 5305.251953
	Iteration 47Q: 3 clusters Score -8179817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8179816.500000 Penalty: 5305.251953
	Iteration 48Q: 3 clusters Score -8179816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8179819.000000 Penalty: 5305.251953
	Iteration 49Q: 3 clusters Score -8179819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8179817.500000 Penalty: 5305.251953
	Iteration 50Q: 3 clusters Score -8179818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8179825.500000 Penalty: 5305.251953
	Iteration 51Q: 3 clusters Score -8179826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8179833.500000 Penalty: 5305.251953
	Iteration 52Q: 3 clusters Score -8179834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8179825.500000 Penalty: 5305.251953
	Iteration 53Q: 3 clusters Score -8179826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8179835.000000 Penalty: 5305.251953
	Iteration 54Q: 3 clusters Score -8179835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8179826.000000 Penalty: 5305.251953
	Iteration 55Q: 3 clusters Score -8179826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8179830.000000 Penalty: 5305.251953
	Iteration 56Q: 3 clusters Score -8179830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8179834.500000 Penalty: 5305.251953
	Iteration 57Q: 3 clusters Score -8179834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8179831.500000 Penalty: 5305.251953
	Iteration 58Q: 3 clusters Score -8179832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8179826.500000 Penalty: 5305.251953
	Iteration 59Q: 3 clusters Score -8179826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8179826.500000 Penalty: 5305.251953
	Iteration 60F: 3 clusters Score -8179826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Entering Unmasked Estep 
Score: -7846641.000000 Penalty: 2642.755127
	Iteration 0F: 2 clusters Score -7846641 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 21405 members 
Entering Unmasked Estep 
Score: -7818200.500000 Penalty: 5285.510254
	Iteration 0F: 3 clusters Score -7818200 nChanged 19388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -7829167.000000 Penalty: 5285.510254
	Iteration 1F: 3 clusters Score -7829167 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -7830091.000000 Penalty: 5285.510254
	Iteration 2F: 3 clusters Score -7830091 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -7831524.000000 Penalty: 5285.510254
	Iteration 3F: 3 clusters Score -7831524 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -7833659.500000 Penalty: 5285.510254
	Iteration 4F: 3 clusters Score -7833660 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -7836504.000000 Penalty: 5285.510254
	Iteration 5F: 3 clusters Score -7836504 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -7839367.000000 Penalty: 5285.510254
	Iteration 6F: 3 clusters Score -7839367 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -7841603.000000 Penalty: 5285.510254
	Iteration 7F: 3 clusters Score -7841603 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -7842928.000000 Penalty: 5285.510254
	Iteration 8Q: 3 clusters Score -7842928 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -7843605.500000 Penalty: 5285.510254
	Iteration 9Q: 3 clusters Score -7843606 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -7843958.000000 Penalty: 5285.510254
	Iteration 10Q: 3 clusters Score -7843958 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -7844147.000000 Penalty: 5285.510254
	Iteration 11Q: 3 clusters Score -7844147 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -7844307.000000 Penalty: 5285.510254
	Iteration 12Q: 3 clusters Score -7844307 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -7844399.000000 Penalty: 5285.510254
	Iteration 13Q: 3 clusters Score -7844399 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -7844484.000000 Penalty: 5285.510254
	Iteration 14Q: 3 clusters Score -7844484 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -7844531.500000 Penalty: 5285.510254
	Iteration 15Q: 3 clusters Score -7844532 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -7844569.500000 Penalty: 5285.510254
	Iteration 16Q: 3 clusters Score -7844570 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -7844605.000000 Penalty: 5285.510254
	Iteration 17Q: 3 clusters Score -7844605 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -7844636.500000 Penalty: 5285.510254
	Iteration 18Q: 3 clusters Score -7844636 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -7844677.500000 Penalty: 5285.510254
	Iteration 19Q: 3 clusters Score -7844678 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -7844691.000000 Penalty: 5285.510254
	Iteration 20F: 3 clusters Score -7844691 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -7844730.000000 Penalty: 5285.510254
	Iteration 21Q: 3 clusters Score -7844730 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -7844767.500000 Penalty: 5285.510254
	Iteration 22Q: 3 clusters Score -7844768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -7844781.000000 Penalty: 5285.510254
	Iteration 23Q: 3 clusters Score -7844781 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -7844815.000000 Penalty: 5285.510254
	Iteration 24Q: 3 clusters Score -7844815 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -7844843.000000 Penalty: 5285.510254
	Iteration 25Q: 3 clusters Score -7844843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -7844863.500000 Penalty: 5285.510254
	Iteration 26Q: 3 clusters Score -7844864 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -7844865.500000 Penalty: 5285.510254
	Iteration 27Q: 3 clusters Score -7844866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -7844886.500000 Penalty: 5285.510254
	Iteration 28Q: 3 clusters Score -7844886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -7844887.500000 Penalty: 5285.510254
	Iteration 29Q: 3 clusters Score -7844888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -7844891.500000 Penalty: 5285.510254
	Iteration 30Q: 3 clusters Score -7844892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -7844895.000000 Penalty: 5285.510254
	Iteration 31Q: 3 clusters Score -7844895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -7844886.000000 Penalty: 5285.510254
	Iteration 32Q: 3 clusters Score -7844886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -7844896.000000 Penalty: 5285.510254
	Iteration 33Q: 3 clusters Score -7844896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -7844907.500000 Penalty: 5285.510254
	Iteration 34Q: 3 clusters Score -7844908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -7844911.000000 Penalty: 5285.510254
	Iteration 35Q: 3 clusters Score -7844911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -7844914.500000 Penalty: 5285.510254
	Iteration 36Q: 3 clusters Score -7844914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -7844917.000000 Penalty: 5285.510254
	Iteration 37Q: 3 clusters Score -7844917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -7844917.000000 Penalty: 5285.510254
	Iteration 38Q: 3 clusters Score -7844917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -7844913.500000 Penalty: 5285.510254
	Iteration 39Q: 3 clusters Score -7844914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -7844927.000000 Penalty: 5285.510254
	Iteration 40F: 3 clusters Score -7844927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -7844931.000000 Penalty: 5285.510254
	Iteration 41Q: 3 clusters Score -7844931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -7844932.000000 Penalty: 5285.510254
	Iteration 42Q: 3 clusters Score -7844932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -7844935.500000 Penalty: 5285.510254
	Iteration 43Q: 3 clusters Score -7844936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -7844936.000000 Penalty: 5285.510254
	Iteration 44Q: 3 clusters Score -7844936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -7844934.500000 Penalty: 5285.510254
	Iteration 45Q: 3 clusters Score -7844934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -7844937.500000 Penalty: 5285.510254
	Iteration 46Q: 3 clusters Score -7844938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -7844940.000000 Penalty: 5285.510254
	Iteration 47Q: 3 clusters Score -7844940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -7844932.500000 Penalty: 5285.510254
	Iteration 48Q: 3 clusters Score -7844932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -7844937.000000 Penalty: 5285.510254
	Iteration 49Q: 3 clusters Score -7844937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -7844934.000000 Penalty: 5285.510254
	Iteration 50Q: 3 clusters Score -7844934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -7844937.500000 Penalty: 5285.510254
	Iteration 51Q: 3 clusters Score -7844938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -7844940.500000 Penalty: 5285.510254
	Iteration 52Q: 3 clusters Score -7844940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -7844946.000000 Penalty: 5285.510254
	Iteration 53Q: 3 clusters Score -7844946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -7844936.500000 Penalty: 5285.510254
	Iteration 54Q: 3 clusters Score -7844936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -7844936.000000 Penalty: 5285.510254
	Iteration 55Q: 3 clusters Score -7844936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -7844942.500000 Penalty: 5285.510254
	Iteration 56Q: 3 clusters Score -7844942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7844943.000000 Penalty: 5285.510254
	Iteration 57Q: 3 clusters Score -7844943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -7844949.500000 Penalty: 5285.510254
	Iteration 58Q: 3 clusters Score -7844950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -7844951.500000 Penalty: 5285.510254
	Iteration 59Q: 3 clusters Score -7844952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -7844955.500000 Penalty: 5285.510254
	Iteration 60F: 3 clusters Score -7844956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -7844956.000000 Penalty: 5285.510254
	Iteration 61Q: 3 clusters Score -7844956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7844951.000000 Penalty: 5285.510254
	Iteration 62Q: 3 clusters Score -7844951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -7844956.000000 Penalty: 5285.510254
	Iteration 63Q: 3 clusters Score -7844956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -7844963.500000 Penalty: 5285.510254
	Iteration 64Q: 3 clusters Score -7844964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -7844963.000000 Penalty: 5285.510254
	Iteration 65Q: 3 clusters Score -7844963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -7844954.000000 Penalty: 5285.510254
	Iteration 66Q: 3 clusters Score -7844954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -7844952.500000 Penalty: 5285.510254
	Iteration 67Q: 3 clusters Score -7844952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -7844948.000000 Penalty: 5285.510254
	Iteration 68Q: 3 clusters Score -7844948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -7844956.000000 Penalty: 5285.510254
	Iteration 69Q: 3 clusters Score -7844956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -7844960.000000 Penalty: 5285.510254
	Iteration 70Q: 3 clusters Score -7844960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -7844953.000000 Penalty: 5285.510254
	Iteration 71Q: 3 clusters Score -7844953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -7844961.500000 Penalty: 5285.510254
	Iteration 72Q: 3 clusters Score -7844962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -7844965.000000 Penalty: 5285.510254
	Iteration 73Q: 3 clusters Score -7844965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -7844962.000000 Penalty: 5285.510254
	Iteration 74Q: 3 clusters Score -7844962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -7844958.000000 Penalty: 5285.510254
	Iteration 75Q: 3 clusters Score -7844958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7844961.500000 Penalty: 5285.510254
	Iteration 76Q: 3 clusters Score -7844962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -7844971.500000 Penalty: 5285.510254
	Iteration 77Q: 3 clusters Score -7844972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -7844969.000000 Penalty: 5285.510254
	Iteration 78Q: 3 clusters Score -7844969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -7844967.000000 Penalty: 5285.510254
	Iteration 79Q: 3 clusters Score -7844967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -7844964.500000 Penalty: 5285.510254
	Iteration 80F: 3 clusters Score -7844964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -7844966.500000 Penalty: 5285.510254
	Iteration 81Q: 3 clusters Score -7844966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -7844968.500000 Penalty: 5285.510254
	Iteration 82Q: 3 clusters Score -7844968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -7844971.000000 Penalty: 5285.510254
	Iteration 83Q: 3 clusters Score -7844971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -7844979.500000 Penalty: 5285.510254
	Iteration 84Q: 3 clusters Score -7844980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -7844972.500000 Penalty: 5285.510254
	Iteration 85Q: 3 clusters Score -7844972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -7844973.000000 Penalty: 5285.510254
	Iteration 86Q: 3 clusters Score -7844973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -7844977.000000 Penalty: 5285.510254
	Iteration 87Q: 3 clusters Score -7844977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -7844980.500000 Penalty: 5285.510254
	Iteration 88Q: 3 clusters Score -7844980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -7844981.500000 Penalty: 5285.510254
	Iteration 89Q: 3 clusters Score -7844982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -7844981.500000 Penalty: 5285.510254
	Iteration 90F: 3 clusters Score -7844982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -82998.531250 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -82998.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -81585.984375 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -81585.98 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81929.921875 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -81929.92 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82109.140625 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -82109.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -82215.531250 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -82215.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -82271.679688 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -82271.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82306.070312 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -82306.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -82351.078125 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -82351.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82385.164062 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -82385.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82406.859375 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -82406.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82417.234375 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -82417.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82420.554688 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -82420.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82421.867188 Penalty: 3100.944336
	Iteration 11Q: 3 clusters Score -82421.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82421.867188 Penalty: 3100.944336
	Iteration 12F: 3 clusters Score -82421.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Entering Unmasked Estep 
Score: -8018538.500000 Penalty: 2645.970215
	Iteration 0F: 2 clusters Score -8018538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -7990256.500000 Penalty: 5291.940430
	Iteration 0F: 3 clusters Score -7990256 nChanged 19646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -8001123.500000 Penalty: 5291.940430
	Iteration 1F: 3 clusters Score -8001124 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -8001595.000000 Penalty: 5291.940430
	Iteration 2Q: 3 clusters Score -8001595 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -8001895.000000 Penalty: 5291.940430
	Iteration 3Q: 3 clusters Score -8001895 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -8002276.500000 Penalty: 5291.940430
	Iteration 4Q: 3 clusters Score -8002276 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -8002588.500000 Penalty: 5291.940430
	Iteration 5Q: 3 clusters Score -8002588 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -8002913.000000 Penalty: 5291.940430
	Iteration 6Q: 3 clusters Score -8002913 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -8003302.000000 Penalty: 5291.940430
	Iteration 7Q: 3 clusters Score -8003302 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -8003682.000000 Penalty: 5291.940430
	Iteration 8Q: 3 clusters Score -8003682 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -8004226.500000 Penalty: 5291.940430
	Iteration 9Q: 3 clusters Score -8004226 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -8004910.500000 Penalty: 5291.940430
	Iteration 10Q: 3 clusters Score -8004910 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -8006005.500000 Penalty: 5291.940430
	Iteration 11Q: 3 clusters Score -8006006 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -8007523.000000 Penalty: 5291.940430
	Iteration 12F: 3 clusters Score -8007523 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -8009358.000000 Penalty: 5291.940430
	Iteration 13F: 3 clusters Score -8009358 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -8011032.500000 Penalty: 5291.940430
	Iteration 14Q: 3 clusters Score -8011032 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -8012352.500000 Penalty: 5291.940430
	Iteration 15Q: 3 clusters Score -8012352 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -8013210.500000 Penalty: 5291.940430
	Iteration 16Q: 3 clusters Score -8013210 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -8013677.000000 Penalty: 5291.940430
	Iteration 17Q: 3 clusters Score -8013677 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -8013927.000000 Penalty: 5291.940430
	Iteration 18Q: 3 clusters Score -8013927 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -8014202.500000 Penalty: 5291.940430
	Iteration 19Q: 3 clusters Score -8014202 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -8014394.500000 Penalty: 5291.940430
	Iteration 20F: 3 clusters Score -8014394 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -8014583.500000 Penalty: 5291.940430
	Iteration 21Q: 3 clusters Score -8014584 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -8014773.500000 Penalty: 5291.940430
	Iteration 22Q: 3 clusters Score -8014774 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -8014917.500000 Penalty: 5291.940430
	Iteration 23Q: 3 clusters Score -8014918 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8015070.000000 Penalty: 5291.940430
	Iteration 24Q: 3 clusters Score -8015070 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -8015162.500000 Penalty: 5291.940430
	Iteration 25Q: 3 clusters Score -8015162 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -8015233.000000 Penalty: 5291.940430
	Iteration 26Q: 3 clusters Score -8015233 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8015323.500000 Penalty: 5291.940430
	Iteration 27Q: 3 clusters Score -8015324 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8015392.500000 Penalty: 5291.940430
	Iteration 28Q: 3 clusters Score -8015392 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8015482.500000 Penalty: 5291.940430
	Iteration 29Q: 3 clusters Score -8015482 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8015576.500000 Penalty: 5291.940430
	Iteration 30Q: 3 clusters Score -8015576 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8015649.000000 Penalty: 5291.940430
	Iteration 31Q: 3 clusters Score -8015649 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8015740.500000 Penalty: 5291.940430
	Iteration 32Q: 3 clusters Score -8015740 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8015813.000000 Penalty: 5291.940430
	Iteration 33Q: 3 clusters Score -8015813 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8015873.000000 Penalty: 5291.940430
	Iteration 34Q: 3 clusters Score -8015873 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8015930.500000 Penalty: 5291.940430
	Iteration 35Q: 3 clusters Score -8015930 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8015989.000000 Penalty: 5291.940430
	Iteration 36Q: 3 clusters Score -8015989 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8016049.500000 Penalty: 5291.940430
	Iteration 37Q: 3 clusters Score -8016050 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8016085.500000 Penalty: 5291.940430
	Iteration 38Q: 3 clusters Score -8016086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8016119.500000 Penalty: 5291.940430
	Iteration 39Q: 3 clusters Score -8016120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8016150.000000 Penalty: 5291.940430
	Iteration 40F: 3 clusters Score -8016150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8016169.000000 Penalty: 5291.940430
	Iteration 41Q: 3 clusters Score -8016169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8016181.500000 Penalty: 5291.940430
	Iteration 42Q: 3 clusters Score -8016182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8016200.500000 Penalty: 5291.940430
	Iteration 43Q: 3 clusters Score -8016200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8016213.000000 Penalty: 5291.940430
	Iteration 44Q: 3 clusters Score -8016213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8016226.500000 Penalty: 5291.940430
	Iteration 45Q: 3 clusters Score -8016226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8016232.000000 Penalty: 5291.940430
	Iteration 46Q: 3 clusters Score -8016232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8016247.500000 Penalty: 5291.940430
	Iteration 47Q: 3 clusters Score -8016248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8016264.500000 Penalty: 5291.940430
	Iteration 48Q: 3 clusters Score -8016264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8016260.500000 Penalty: 5291.940430
	Iteration 49Q: 3 clusters Score -8016260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8016264.000000 Penalty: 5291.940430
	Iteration 50Q: 3 clusters Score -8016264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8016268.500000 Penalty: 5291.940430
	Iteration 51Q: 3 clusters Score -8016268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8016271.000000 Penalty: 5291.940430
	Iteration 52Q: 3 clusters Score -8016271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8016281.000000 Penalty: 5291.940430
	Iteration 53Q: 3 clusters Score -8016281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8016282.000000 Penalty: 5291.940430
	Iteration 54Q: 3 clusters Score -8016282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8016287.000000 Penalty: 5291.940430
	Iteration 55Q: 3 clusters Score -8016287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8016295.000000 Penalty: 5291.940430
	Iteration 56Q: 3 clusters Score -8016295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8016299.000000 Penalty: 5291.940430
	Iteration 57Q: 3 clusters Score -8016299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8016312.000000 Penalty: 5291.940430
	Iteration 58Q: 3 clusters Score -8016312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8016305.000000 Penalty: 5291.940430
	Iteration 59Q: 3 clusters Score -8016305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8016304.000000 Penalty: 5291.940430
	Iteration 60F: 3 clusters Score -8016304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8016314.500000 Penalty: 5291.940430
	Iteration 61Q: 3 clusters Score -8016314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8016311.500000 Penalty: 5291.940430
	Iteration 62Q: 3 clusters Score -8016312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8016314.000000 Penalty: 5291.940430
	Iteration 63Q: 3 clusters Score -8016314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8016320.000000 Penalty: 5291.940430
	Iteration 64Q: 3 clusters Score -8016320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8016319.000000 Penalty: 5291.940430
	Iteration 65Q: 3 clusters Score -8016319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8016319.000000 Penalty: 5291.940430
	Iteration 66Q: 3 clusters Score -8016319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8016319.000000 Penalty: 5291.940430
	Iteration 67F: 3 clusters Score -8016319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Entering Unmasked Estep 
Score: -10018640.000000 Penalty: 2699.718018
	Iteration 0F: 2 clusters Score -1.001864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -9990293.000000 Penalty: 5399.436035
	Iteration 0F: 3 clusters Score -9990293 nChanged 24711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -10003844.000000 Penalty: 5399.436035
	Iteration 1F: 3 clusters Score -1.000384e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -10004351.000000 Penalty: 5399.436035
	Iteration 2Q: 3 clusters Score -1.000435e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -10004852.000000 Penalty: 5399.436035
	Iteration 3Q: 3 clusters Score -1.000485e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -10005470.000000 Penalty: 5399.436035
	Iteration 4Q: 3 clusters Score -1.000547e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -10006382.000000 Penalty: 5399.436035
	Iteration 5Q: 3 clusters Score -1.000638e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -10007776.000000 Penalty: 5399.436035
	Iteration 6F: 3 clusters Score -1.000778e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -10009972.000000 Penalty: 5399.436035
	Iteration 7F: 3 clusters Score -1.000997e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -10012870.000000 Penalty: 5399.436035
	Iteration 8F: 3 clusters Score -1.001287e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -10015507.000000 Penalty: 5399.436035
	Iteration 9F: 3 clusters Score -1.001551e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 48459 members 
Entering Unmasked Estep 
Score: -10016480.000000 Penalty: 5399.436035
	Iteration 10F: 3 clusters Score -1.001648e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -10016891.000000 Penalty: 5399.436035
	Iteration 11Q: 3 clusters Score -1.001689e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -10016931.000000 Penalty: 5399.436035
	Iteration 12Q: 3 clusters Score -1.001693e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -10016933.000000 Penalty: 5399.436035
	Iteration 13Q: 3 clusters Score -1.001693e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 52441 members 
Entering Unmasked Estep 
Score: -10016891.000000 Penalty: 5399.436035
	Iteration 14Q: 3 clusters Score -1.001689e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 52606 members 
Entering Unmasked Estep 
Score: -10016860.000000 Penalty: 5399.436035
	Iteration 15Q: 3 clusters Score -1.001686e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 52694 members 
Entering Unmasked Estep 
Score: -10016852.000000 Penalty: 5399.436035
	Iteration 16Q: 3 clusters Score -1.001685e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -10016856.000000 Penalty: 5399.436035
	Iteration 17Q: 3 clusters Score -1.001686e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -10016863.000000 Penalty: 5399.436035
	Iteration 18Q: 3 clusters Score -1.001686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -10016850.000000 Penalty: 5399.436035
	Iteration 19Q: 3 clusters Score -1.001685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -10016865.000000 Penalty: 5399.436035
	Iteration 20F: 3 clusters Score -1.001686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -10016848.000000 Penalty: 5399.436035
	Iteration 21Q: 3 clusters Score -1.001685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 52841 members 
Entering Unmasked Estep 
Score: -10016847.000000 Penalty: 5399.436035
	Iteration 22Q: 3 clusters Score -1.001685e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -10016852.000000 Penalty: 5399.436035
	Iteration 23Q: 3 clusters Score -1.001685e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -10016861.000000 Penalty: 5399.436035
	Iteration 24Q: 3 clusters Score -1.001686e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -10016862.000000 Penalty: 5399.436035
	Iteration 25Q: 3 clusters Score -1.001686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -10016868.000000 Penalty: 5399.436035
	Iteration 26Q: 3 clusters Score -1.001687e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -10016871.000000 Penalty: 5399.436035
	Iteration 27Q: 3 clusters Score -1.001687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -10016872.000000 Penalty: 5399.436035
	Iteration 28Q: 3 clusters Score -1.001687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 52887 members 
Entering Unmasked Estep 
Score: -10016862.000000 Penalty: 5399.436035
	Iteration 29Q: 3 clusters Score -1.001686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -10016860.000000 Penalty: 5399.436035
	Iteration 30Q: 3 clusters Score -1.001686e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -10016868.000000 Penalty: 5399.436035
	Iteration 31Q: 3 clusters Score -1.001687e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -10016852.000000 Penalty: 5399.436035
	Iteration 32Q: 3 clusters Score -1.001685e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -10016854.000000 Penalty: 5399.436035
	Iteration 33Q: 3 clusters Score -1.001685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -10016857.000000 Penalty: 5399.436035
	Iteration 34Q: 3 clusters Score -1.001686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 52918 members 
Entering Unmasked Estep 
Score: -10016846.000000 Penalty: 5399.436035
	Iteration 35Q: 3 clusters Score -1.001685e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -10016850.000000 Penalty: 5399.436035
	Iteration 36Q: 3 clusters Score -1.001685e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -10016866.000000 Penalty: 5399.436035
	Iteration 37Q: 3 clusters Score -1.001687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -10016867.000000 Penalty: 5399.436035
	Iteration 38Q: 3 clusters Score -1.001687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 52922 members 
Entering Unmasked Estep 
Score: -10016867.000000 Penalty: 5399.436035
	Iteration 39F: 3 clusters Score -1.001687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -155938.828125 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -155938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -154080.625000 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -154080.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -154394.265625 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -154394.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -154484.921875 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -154484.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -154521.828125 Penalty: 3365.090820
	Iteration 3Q: 3 clusters Score -154521.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -154541.984375 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -154542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -154553.640625 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -154553.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -154558.718750 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -154558.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -154564.828125 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -154564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -154568.609375 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -154568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -154573.937500 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -154573.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -154575.593750 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -154575.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -154580.890625 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -154580.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -154582.500000 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -154582.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -154582.500000 Penalty: 3365.090820
	Iteration 13F: 3 clusters Score -154582.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (19161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Entering Unmasked Estep 
Score: -3550233.000000 Penalty: 2445.436768
	Iteration 0F: 2 clusters Score -3550233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3536781.000000 Penalty: 4890.873535
	Iteration 0F: 3 clusters Score -3536781 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3541187.500000 Penalty: 4890.873535
	Iteration 1F: 3 clusters Score -3541188 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -3541611.750000 Penalty: 4890.873535
	Iteration 2F: 3 clusters Score -3541612 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3542078.750000 Penalty: 4890.873535
	Iteration 3Q: 3 clusters Score -3542079 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3542529.250000 Penalty: 4890.873535
	Iteration 4Q: 3 clusters Score -3542529 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -3543029.000000 Penalty: 4890.873535
	Iteration 5Q: 3 clusters Score -3543029 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -3543556.000000 Penalty: 4890.873535
	Iteration 6Q: 3 clusters Score -3543556 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -3544196.000000 Penalty: 4890.873535
	Iteration 7F: 3 clusters Score -3544196 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -3544943.250000 Penalty: 4890.873535
	Iteration 8F: 3 clusters Score -3544943 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -3545834.500000 Penalty: 4890.873535
	Iteration 9F: 3 clusters Score -3545834 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3546790.750000 Penalty: 4890.873535
	Iteration 10F: 3 clusters Score -3546791 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3547469.250000 Penalty: 4890.873535
	Iteration 11Q: 3 clusters Score -3547469 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3547768.250000 Penalty: 4890.873535
	Iteration 12Q: 3 clusters Score -3547768 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -3547885.750000 Penalty: 4890.873535
	Iteration 13Q: 3 clusters Score -3547886 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -3547953.000000 Penalty: 4890.873535
	Iteration 14Q: 3 clusters Score -3547953 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -3548019.500000 Penalty: 4890.873535
	Iteration 15Q: 3 clusters Score -3548020 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3548059.500000 Penalty: 4890.873535
	Iteration 16Q: 3 clusters Score -3548060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3548096.500000 Penalty: 4890.873535
	Iteration 17Q: 3 clusters Score -3548096 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3548123.500000 Penalty: 4890.873535
	Iteration 18Q: 3 clusters Score -3548124 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -3548141.250000 Penalty: 4890.873535
	Iteration 19Q: 3 clusters Score -3548141 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -3548150.750000 Penalty: 4890.873535
	Iteration 20F: 3 clusters Score -3548151 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -3548163.000000 Penalty: 4890.873535
	Iteration 21Q: 3 clusters Score -3548163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3548169.000000 Penalty: 4890.873535
	Iteration 22Q: 3 clusters Score -3548169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -3548170.750000 Penalty: 4890.873535
	Iteration 23Q: 3 clusters Score -3548171 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3548175.250000 Penalty: 4890.873535
	Iteration 24Q: 3 clusters Score -3548175 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3548179.250000 Penalty: 4890.873535
	Iteration 25Q: 3 clusters Score -3548179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3548187.750000 Penalty: 4890.873535
	Iteration 26Q: 3 clusters Score -3548188 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -3548187.500000 Penalty: 4890.873535
	Iteration 27Q: 3 clusters Score -3548188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -3548193.500000 Penalty: 4890.873535
	Iteration 28Q: 3 clusters Score -3548194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -3548196.750000 Penalty: 4890.873535
	Iteration 29Q: 3 clusters Score -3548197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -3548218.750000 Penalty: 4890.873535
	Iteration 30Q: 3 clusters Score -3548219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3548236.000000 Penalty: 4890.873535
	Iteration 31Q: 3 clusters Score -3548236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -3548243.500000 Penalty: 4890.873535
	Iteration 32Q: 3 clusters Score -3548244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3548250.500000 Penalty: 4890.873535
	Iteration 33Q: 3 clusters Score -3548250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -3548244.500000 Penalty: 4890.873535
	Iteration 34Q: 3 clusters Score -3548244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -3548251.250000 Penalty: 4890.873535
	Iteration 35Q: 3 clusters Score -3548251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3548254.000000 Penalty: 4890.873535
	Iteration 36Q: 3 clusters Score -3548254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3548252.000000 Penalty: 4890.873535
	Iteration 37Q: 3 clusters Score -3548252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3548253.000000 Penalty: 4890.873535
	Iteration 38Q: 3 clusters Score -3548253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -3548254.750000 Penalty: 4890.873535
	Iteration 39Q: 3 clusters Score -3548255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -3548252.000000 Penalty: 4890.873535
	Iteration 40F: 3 clusters Score -3548252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3548254.000000 Penalty: 4890.873535
	Iteration 41Q: 3 clusters Score -3548254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3548257.750000 Penalty: 4890.873535
	Iteration 42Q: 3 clusters Score -3548258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -3548260.750000 Penalty: 4890.873535
	Iteration 43Q: 3 clusters Score -3548261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -3548261.500000 Penalty: 4890.873535
	Iteration 44Q: 3 clusters Score -3548262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -3548265.250000 Penalty: 4890.873535
	Iteration 45Q: 3 clusters Score -3548265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3548266.250000 Penalty: 4890.873535
	Iteration 46Q: 3 clusters Score -3548266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -3548261.750000 Penalty: 4890.873535
	Iteration 47Q: 3 clusters Score -3548262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3548263.000000 Penalty: 4890.873535
	Iteration 48Q: 3 clusters Score -3548263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3548261.750000 Penalty: 4890.873535
	Iteration 49Q: 3 clusters Score -3548262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3548264.750000 Penalty: 4890.873535
	Iteration 50Q: 3 clusters Score -3548265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -3548265.000000 Penalty: 4890.873535
	Iteration 51Q: 3 clusters Score -3548265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3548265.000000 Penalty: 4890.873535
	Iteration 52Q: 3 clusters Score -3548265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -3548269.750000 Penalty: 4890.873535
	Iteration 53Q: 3 clusters Score -3548270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3548271.750000 Penalty: 4890.873535
	Iteration 54Q: 3 clusters Score -3548272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3548275.500000 Penalty: 4890.873535
	Iteration 55Q: 3 clusters Score -3548276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3548273.000000 Penalty: 4890.873535
	Iteration 56Q: 3 clusters Score -3548273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -3548270.250000 Penalty: 4890.873535
	Iteration 57Q: 3 clusters Score -3548270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3548270.000000 Penalty: 4890.873535
	Iteration 58Q: 3 clusters Score -3548270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3548269.250000 Penalty: 4890.873535
	Iteration 59Q: 3 clusters Score -3548269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3548264.750000 Penalty: 4890.873535
	Iteration 60F: 3 clusters Score -3548265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -3548263.250000 Penalty: 4890.873535
	Iteration 61Q: 3 clusters Score -3548263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -3548267.250000 Penalty: 4890.873535
	Iteration 62Q: 3 clusters Score -3548267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3548270.500000 Penalty: 4890.873535
	Iteration 63Q: 3 clusters Score -3548270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -3548274.750000 Penalty: 4890.873535
	Iteration 64Q: 3 clusters Score -3548275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -3548277.250000 Penalty: 4890.873535
	Iteration 65Q: 3 clusters Score -3548277 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3548274.500000 Penalty: 4890.873535
	Iteration 66Q: 3 clusters Score -3548274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3548279.750000 Penalty: 4890.873535
	Iteration 67Q: 3 clusters Score -3548280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3548286.000000 Penalty: 4890.873535
	Iteration 68Q: 3 clusters Score -3548286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3548293.750000 Penalty: 4890.873535
	Iteration 69Q: 3 clusters Score -3548294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -3548299.500000 Penalty: 4890.873535
	Iteration 70Q: 3 clusters Score -3548300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3548297.750000 Penalty: 4890.873535
	Iteration 71Q: 3 clusters Score -3548298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3548300.000000 Penalty: 4890.873535
	Iteration 72Q: 3 clusters Score -3548300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -3548301.750000 Penalty: 4890.873535
	Iteration 73Q: 3 clusters Score -3548302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3548310.000000 Penalty: 4890.873535
	Iteration 74Q: 3 clusters Score -3548310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3548301.500000 Penalty: 4890.873535
	Iteration 75Q: 3 clusters Score -3548302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3548309.250000 Penalty: 4890.873535
	Iteration 76Q: 3 clusters Score -3548309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3548320.250000 Penalty: 4890.873535
	Iteration 77Q: 3 clusters Score -3548320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -3548325.500000 Penalty: 4890.873535
	Iteration 78Q: 3 clusters Score -3548326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -3548323.500000 Penalty: 4890.873535
	Iteration 79Q: 3 clusters Score -3548324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3548322.750000 Penalty: 4890.873535
	Iteration 80F: 3 clusters Score -3548323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -3548321.750000 Penalty: 4890.873535
	Iteration 81Q: 3 clusters Score -3548322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3548325.750000 Penalty: 4890.873535
	Iteration 82Q: 3 clusters Score -3548326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3548320.500000 Penalty: 4890.873535
	Iteration 83Q: 3 clusters Score -3548320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -3548331.750000 Penalty: 4890.873535
	Iteration 84Q: 3 clusters Score -3548332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3548336.750000 Penalty: 4890.873535
	Iteration 85Q: 3 clusters Score -3548337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -3548331.000000 Penalty: 4890.873535
	Iteration 86Q: 3 clusters Score -3548331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3548342.750000 Penalty: 4890.873535
	Iteration 87Q: 3 clusters Score -3548343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3548340.500000 Penalty: 4890.873535
	Iteration 88Q: 3 clusters Score -3548340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -3548349.750000 Penalty: 4890.873535
	Iteration 89Q: 3 clusters Score -3548350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -3548352.000000 Penalty: 4890.873535
	Iteration 90Q: 3 clusters Score -3548352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -3548356.500000 Penalty: 4890.873535
	Iteration 91Q: 3 clusters Score -3548356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -3548352.000000 Penalty: 4890.873535
	Iteration 92Q: 3 clusters Score -3548352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -3548353.000000 Penalty: 4890.873535
	Iteration 93Q: 3 clusters Score -3548353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -3548354.500000 Penalty: 4890.873535
	Iteration 94Q: 3 clusters Score -3548354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -3548349.750000 Penalty: 4890.873535
	Iteration 95Q: 3 clusters Score -3548350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3548352.250000 Penalty: 4890.873535
	Iteration 96Q: 3 clusters Score -3548352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -3548353.500000 Penalty: 4890.873535
	Iteration 97Q: 3 clusters Score -3548354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3548351.500000 Penalty: 4890.873535
	Iteration 98Q: 3 clusters Score -3548352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -3548354.750000 Penalty: 4890.873535
	Iteration 99Q: 3 clusters Score -3548355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3548351.250000 Penalty: 4890.873535
	Iteration 100F: 3 clusters Score -3548351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3548350.750000 Penalty: 4890.873535
	Iteration 101Q: 3 clusters Score -3548351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3548355.750000 Penalty: 4890.873535
	Iteration 102Q: 3 clusters Score -3548356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -3548349.500000 Penalty: 4890.873535
	Iteration 103Q: 3 clusters Score -3548350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3548346.750000 Penalty: 4890.873535
	Iteration 104Q: 3 clusters Score -3548347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3548351.250000 Penalty: 4890.873535
	Iteration 105Q: 3 clusters Score -3548351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3548352.750000 Penalty: 4890.873535
	Iteration 106Q: 3 clusters Score -3548353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3548352.750000 Penalty: 4890.873535
	Iteration 107F: 3 clusters Score -3548353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Entering Unmasked Estep 
Score: -124774.437500 Penalty: 1629.926147
	Iteration 0F: 2 clusters Score -124774.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -123151.304688 Penalty: 3259.852295
	Iteration 0F: 3 clusters Score -123151.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -123539.867188 Penalty: 3259.852295
	Iteration 1F: 3 clusters Score -123539.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -123700.031250 Penalty: 3259.852295
	Iteration 2F: 3 clusters Score -123700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -123870.773438 Penalty: 3259.852295
	Iteration 3F: 3 clusters Score -123870.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -124003.890625 Penalty: 3259.852295
	Iteration 4F: 3 clusters Score -124003.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -124077.921875 Penalty: 3259.852295
	Iteration 5Q: 3 clusters Score -124077.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -124130.687500 Penalty: 3259.852295
	Iteration 6Q: 3 clusters Score -124130.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -124185.562500 Penalty: 3259.852295
	Iteration 7Q: 3 clusters Score -124185.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -124226.632812 Penalty: 3259.852295
	Iteration 8Q: 3 clusters Score -124226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -124240.945312 Penalty: 3259.852295
	Iteration 9Q: 3 clusters Score -124240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -124258.148438 Penalty: 3259.852295
	Iteration 10Q: 3 clusters Score -124258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -124269.015625 Penalty: 3259.852295
	Iteration 11Q: 3 clusters Score -124269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -124281.367188 Penalty: 3259.852295
	Iteration 12Q: 3 clusters Score -124281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -124283.078125 Penalty: 3259.852295
	Iteration 13Q: 3 clusters Score -124283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -124285.414062 Penalty: 3259.852295
	Iteration 14Q: 3 clusters Score -124285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -124287.687500 Penalty: 3259.852295
	Iteration 15Q: 3 clusters Score -124287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -124291.781250 Penalty: 3259.852295
	Iteration 16Q: 3 clusters Score -124291.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -124291.781250 Penalty: 3259.852295
	Iteration 17F: 3 clusters Score -124291.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -369110.250000 Penalty: 1907.644165
	Iteration 0F: 2 clusters Score -369110.2 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 1089 members 
Entering Unmasked Estep 
Score: -366376.125000 Penalty: 3815.288330
	Iteration 0F: 3 clusters Score -366376.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -367227.312500 Penalty: 3815.288330
	Iteration 1F: 3 clusters Score -367227.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -367834.312500 Penalty: 3815.288330
	Iteration 2F: 3 clusters Score -367834.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -368379.875000 Penalty: 3815.288330
	Iteration 3F: 3 clusters Score -368379.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -368692.406250 Penalty: 3815.288330
	Iteration 4F: 3 clusters Score -368692.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -368844.125000 Penalty: 3815.288330
	Iteration 5Q: 3 clusters Score -368844.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -368923.875000 Penalty: 3815.288330
	Iteration 6Q: 3 clusters Score -368923.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -368969.125000 Penalty: 3815.288330
	Iteration 7Q: 3 clusters Score -368969.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -368987.687500 Penalty: 3815.288330
	Iteration 8Q: 3 clusters Score -368987.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -369004.531250 Penalty: 3815.288330
	Iteration 9Q: 3 clusters Score -369004.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -369018.437500 Penalty: 3815.288330
	Iteration 10Q: 3 clusters Score -369018.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -369028.687500 Penalty: 3815.288330
	Iteration 11Q: 3 clusters Score -369028.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -369031.968750 Penalty: 3815.288330
	Iteration 12Q: 3 clusters Score -369032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -369035.156250 Penalty: 3815.288330
	Iteration 13Q: 3 clusters Score -369035.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -369036.875000 Penalty: 3815.288330
	Iteration 14Q: 3 clusters Score -369036.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -369037.687500 Penalty: 3815.288330
	Iteration 15Q: 3 clusters Score -369037.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -369039.000000 Penalty: 3815.288330
	Iteration 16Q: 3 clusters Score -369039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -369039.093750 Penalty: 3815.288330
	Iteration 17Q: 3 clusters Score -369039.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -369039.093750 Penalty: 3815.288330
	Iteration 18F: 3 clusters Score -369039.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Entering Unmasked Estep 
Score: -5669784.000000 Penalty: 2569.827881
	Iteration 0F: 2 clusters Score -5669784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -5648110.500000 Penalty: 5139.655762
	Iteration 0F: 3 clusters Score -5648110 nChanged 14267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -5655812.500000 Penalty: 5139.655762
	Iteration 1F: 3 clusters Score -5655812 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -5656269.000000 Penalty: 5139.655762
	Iteration 2Q: 3 clusters Score -5656269 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -5656732.000000 Penalty: 5139.655762
	Iteration 3Q: 3 clusters Score -5656732 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -5657314.500000 Penalty: 5139.655762
	Iteration 4Q: 3 clusters Score -5657314 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -5658172.000000 Penalty: 5139.655762
	Iteration 5F: 3 clusters Score -5658172 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -5659615.000000 Penalty: 5139.655762
	Iteration 6F: 3 clusters Score -5659615 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -5661787.000000 Penalty: 5139.655762
	Iteration 7F: 3 clusters Score -5661787 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -5664270.500000 Penalty: 5139.655762
	Iteration 8F: 3 clusters Score -5664270 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5666189.500000 Penalty: 5139.655762
	Iteration 9F: 3 clusters Score -5666190 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5667171.000000 Penalty: 5139.655762
	Iteration 10Q: 3 clusters Score -5667171 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5667568.500000 Penalty: 5139.655762
	Iteration 11Q: 3 clusters Score -5667568 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5667834.000000 Penalty: 5139.655762
	Iteration 12Q: 3 clusters Score -5667834 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5668068.500000 Penalty: 5139.655762
	Iteration 13Q: 3 clusters Score -5668068 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5668237.000000 Penalty: 5139.655762
	Iteration 14Q: 3 clusters Score -5668237 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5668341.000000 Penalty: 5139.655762
	Iteration 15Q: 3 clusters Score -5668341 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5668374.000000 Penalty: 5139.655762
	Iteration 16Q: 3 clusters Score -5668374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5668402.000000 Penalty: 5139.655762
	Iteration 17Q: 3 clusters Score -5668402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5668402.500000 Penalty: 5139.655762
	Iteration 18Q: 3 clusters Score -5668402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5668412.500000 Penalty: 5139.655762
	Iteration 19Q: 3 clusters Score -5668412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5668422.500000 Penalty: 5139.655762
	Iteration 20F: 3 clusters Score -5668422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5668425.000000 Penalty: 5139.655762
	Iteration 21Q: 3 clusters Score -5668425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5668426.000000 Penalty: 5139.655762
	Iteration 22Q: 3 clusters Score -5668426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5668423.500000 Penalty: 5139.655762
	Iteration 23Q: 3 clusters Score -5668424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5668422.500000 Penalty: 5139.655762
	Iteration 24Q: 3 clusters Score -5668422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5668431.000000 Penalty: 5139.655762
	Iteration 25Q: 3 clusters Score -5668431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5668430.000000 Penalty: 5139.655762
	Iteration 26Q: 3 clusters Score -5668430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5668433.000000 Penalty: 5139.655762
	Iteration 27Q: 3 clusters Score -5668433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5668435.500000 Penalty: 5139.655762
	Iteration 28Q: 3 clusters Score -5668436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5668436.500000 Penalty: 5139.655762
	Iteration 29Q: 3 clusters Score -5668436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5668430.000000 Penalty: 5139.655762
	Iteration 30Q: 3 clusters Score -5668430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5668431.500000 Penalty: 5139.655762
	Iteration 31Q: 3 clusters Score -5668432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5668434.500000 Penalty: 5139.655762
	Iteration 32Q: 3 clusters Score -5668434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5668434.500000 Penalty: 5139.655762
	Iteration 33F: 3 clusters Score -5668434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Entering Unmasked Estep 
Score: -8997442.000000 Penalty: 2675.674561
	Iteration 0F: 2 clusters Score -8997442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -8967333.000000 Penalty: 5351.349121
	Iteration 0F: 3 clusters Score -8967333 nChanged 22290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -8979884.000000 Penalty: 5351.349121
	Iteration 1F: 3 clusters Score -8979884 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -8980464.000000 Penalty: 5351.349121
	Iteration 2Q: 3 clusters Score -8980464 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -8981063.000000 Penalty: 5351.349121
	Iteration 3Q: 3 clusters Score -8981063 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -8981758.000000 Penalty: 5351.349121
	Iteration 4Q: 3 clusters Score -8981758 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -8982646.000000 Penalty: 5351.349121
	Iteration 5Q: 3 clusters Score -8982646 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -8984029.000000 Penalty: 5351.349121
	Iteration 6F: 3 clusters Score -8984029 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -8985907.000000 Penalty: 5351.349121
	Iteration 7F: 3 clusters Score -8985907 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -8988346.000000 Penalty: 5351.349121
	Iteration 8F: 3 clusters Score -8988346 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -8990787.000000 Penalty: 5351.349121
	Iteration 9F: 3 clusters Score -8990787 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -8992193.000000 Penalty: 5351.349121
	Iteration 10F: 3 clusters Score -8992193 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -8992697.000000 Penalty: 5351.349121
	Iteration 11Q: 3 clusters Score -8992697 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -8993022.000000 Penalty: 5351.349121
	Iteration 12Q: 3 clusters Score -8993022 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -8993209.000000 Penalty: 5351.349121
	Iteration 13Q: 3 clusters Score -8993209 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -8993380.000000 Penalty: 5351.349121
	Iteration 14Q: 3 clusters Score -8993380 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -8993596.000000 Penalty: 5351.349121
	Iteration 15Q: 3 clusters Score -8993596 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -8993796.000000 Penalty: 5351.349121
	Iteration 16Q: 3 clusters Score -8993796 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -8994045.000000 Penalty: 5351.349121
	Iteration 17Q: 3 clusters Score -8994045 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -8994217.000000 Penalty: 5351.349121
	Iteration 18Q: 3 clusters Score -8994217 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -8994392.000000 Penalty: 5351.349121
	Iteration 19Q: 3 clusters Score -8994392 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -8994591.000000 Penalty: 5351.349121
	Iteration 20F: 3 clusters Score -8994591 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -8994786.000000 Penalty: 5351.349121
	Iteration 21Q: 3 clusters Score -8994786 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -8994931.000000 Penalty: 5351.349121
	Iteration 22Q: 3 clusters Score -8994931 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -8995016.000000 Penalty: 5351.349121
	Iteration 23Q: 3 clusters Score -8995016 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -8995147.000000 Penalty: 5351.349121
	Iteration 24Q: 3 clusters Score -8995147 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -8995237.000000 Penalty: 5351.349121
	Iteration 25Q: 3 clusters Score -8995237 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -8995362.000000 Penalty: 5351.349121
	Iteration 26Q: 3 clusters Score -8995362 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -8995436.000000 Penalty: 5351.349121
	Iteration 27Q: 3 clusters Score -8995436 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -8995473.000000 Penalty: 5351.349121
	Iteration 28Q: 3 clusters Score -8995473 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -8995462.000000 Penalty: 5351.349121
	Iteration 29Q: 3 clusters Score -8995462 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -8995491.000000 Penalty: 5351.349121
	Iteration 30Q: 3 clusters Score -8995491 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -8995519.000000 Penalty: 5351.349121
	Iteration 31Q: 3 clusters Score -8995519 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -8995534.000000 Penalty: 5351.349121
	Iteration 32Q: 3 clusters Score -8995534 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -8995549.000000 Penalty: 5351.349121
	Iteration 33Q: 3 clusters Score -8995549 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -8995564.000000 Penalty: 5351.349121
	Iteration 34Q: 3 clusters Score -8995564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -8995582.000000 Penalty: 5351.349121
	Iteration 35Q: 3 clusters Score -8995582 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -8995611.000000 Penalty: 5351.349121
	Iteration 36Q: 3 clusters Score -8995611 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -8995642.000000 Penalty: 5351.349121
	Iteration 37Q: 3 clusters Score -8995642 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -8995617.000000 Penalty: 5351.349121
	Iteration 38Q: 3 clusters Score -8995617 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -8995646.000000 Penalty: 5351.349121
	Iteration 39Q: 3 clusters Score -8995646 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -8995669.000000 Penalty: 5351.349121
	Iteration 40F: 3 clusters Score -8995669 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -8995696.000000 Penalty: 5351.349121
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Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 37234 members 
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Mstep: Class 1 contains 11027 members 
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	Iteration 134Q: 3 clusters Score -8996294 nChanged 85
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Mstep: Class 1 contains 6535 members 
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	Iteration 160F: 3 clusters Score -8996240 nChanged 86
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	Iteration 212Q: 3 clusters Score -8995820 nChanged 8
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	Iteration 215Q: 3 clusters Score -8995811 nChanged 9
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	Iteration 216Q: 3 clusters Score -8995814 nChanged 6
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	Iteration 217Q: 3 clusters Score -8995816 nChanged 5
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	Iteration 220F: 3 clusters Score -8995801 nChanged 5
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	Iteration 221Q: 3 clusters Score -8995810 nChanged 5
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	Iteration 223Q: 3 clusters Score -8995804 nChanged 3
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	Iteration 226Q: 3 clusters Score -8995800 nChanged 4
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	Iteration 228Q: 3 clusters Score -8995810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -8995803.000000 Penalty: 5351.349121
	Iteration 229Q: 3 clusters Score -8995803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -8995803.000000 Penalty: 5351.349121
	Iteration 230F: 3 clusters Score -8995803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Entering Unmasked Estep 
Score: -7681717.000000 Penalty: 2638.893555
	Iteration 0F: 2 clusters Score -7681717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -7653648.500000 Penalty: 5277.787109
	Iteration 0F: 3 clusters Score -7653648 nChanged 18923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -7664029.000000 Penalty: 5277.787109
	Iteration 1F: 3 clusters Score -7664029 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -7664596.500000 Penalty: 5277.787109
	Iteration 2Q: 3 clusters Score -7664596 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -7665222.500000 Penalty: 5277.787109
	Iteration 3Q: 3 clusters Score -7665222 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -7665978.000000 Penalty: 5277.787109
	Iteration 4Q: 3 clusters Score -7665978 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -7666903.500000 Penalty: 5277.787109
	Iteration 5Q: 3 clusters Score -7666904 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -7667878.500000 Penalty: 5277.787109
	Iteration 6Q: 3 clusters Score -7667878 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -7668905.000000 Penalty: 5277.787109
	Iteration 7Q: 3 clusters Score -7668905 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -7670036.000000 Penalty: 5277.787109
	Iteration 8Q: 3 clusters Score -7670036 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -7671223.500000 Penalty: 5277.787109
	Iteration 9F: 3 clusters Score -7671224 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -7672420.500000 Penalty: 5277.787109
	Iteration 10Q: 3 clusters Score -7672420 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -7673343.000000 Penalty: 5277.787109
	Iteration 11Q: 3 clusters Score -7673343 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -7673880.500000 Penalty: 5277.787109
	Iteration 12Q: 3 clusters Score -7673880 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -7674204.000000 Penalty: 5277.787109
	Iteration 13Q: 3 clusters Score -7674204 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -7674383.000000 Penalty: 5277.787109
	Iteration 14Q: 3 clusters Score -7674383 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -7674492.000000 Penalty: 5277.787109
	Iteration 15Q: 3 clusters Score -7674492 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -7674560.000000 Penalty: 5277.787109
	Iteration 16Q: 3 clusters Score -7674560 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -7674629.000000 Penalty: 5277.787109
	Iteration 17Q: 3 clusters Score -7674629 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -7674682.500000 Penalty: 5277.787109
	Iteration 18Q: 3 clusters Score -7674682 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -7674731.500000 Penalty: 5277.787109
	Iteration 19Q: 3 clusters Score -7674732 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -7674791.500000 Penalty: 5277.787109
	Iteration 20F: 3 clusters Score -7674792 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -7674823.500000 Penalty: 5277.787109
	Iteration 21Q: 3 clusters Score -7674824 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -7674895.500000 Penalty: 5277.787109
	Iteration 22Q: 3 clusters Score -7674896 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -7674962.000000 Penalty: 5277.787109
	Iteration 23Q: 3 clusters Score -7674962 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -7675069.000000 Penalty: 5277.787109
	Iteration 24Q: 3 clusters Score -7675069 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -7675164.500000 Penalty: 5277.787109
	Iteration 25Q: 3 clusters Score -7675164 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -7675264.500000 Penalty: 5277.787109
	Iteration 26Q: 3 clusters Score -7675264 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -7675388.500000 Penalty: 5277.787109
	Iteration 27Q: 3 clusters Score -7675388 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -7675531.500000 Penalty: 5277.787109
	Iteration 28Q: 3 clusters Score -7675532 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -7675666.000000 Penalty: 5277.787109
	Iteration 29Q: 3 clusters Score -7675666 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -7675793.000000 Penalty: 5277.787109
	Iteration 30Q: 3 clusters Score -7675793 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -7675947.500000 Penalty: 5277.787109
	Iteration 31Q: 3 clusters Score -7675948 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -7676103.500000 Penalty: 5277.787109
	Iteration 32Q: 3 clusters Score -7676104 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -7676235.000000 Penalty: 5277.787109
	Iteration 33Q: 3 clusters Score -7676235 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -7676410.000000 Penalty: 5277.787109
	Iteration 34Q: 3 clusters Score -7676410 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -7676601.000000 Penalty: 5277.787109
	Iteration 35Q: 3 clusters Score -7676601 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -7676796.500000 Penalty: 5277.787109
	Iteration 36Q: 3 clusters Score -7676796 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -7677036.500000 Penalty: 5277.787109
	Iteration 37Q: 3 clusters Score -7677036 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -7677280.000000 Penalty: 5277.787109
	Iteration 38Q: 3 clusters Score -7677280 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -7677547.500000 Penalty: 5277.787109
	Iteration 39Q: 3 clusters Score -7677548 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7677840.500000 Penalty: 5277.787109
	Iteration 40F: 3 clusters Score -7677840 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -7678059.000000 Penalty: 5277.787109
	Iteration 41Q: 3 clusters Score -7678059 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7678316.500000 Penalty: 5277.787109
	Iteration 42Q: 3 clusters Score -7678316 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7678555.000000 Penalty: 5277.787109
	Iteration 43Q: 3 clusters Score -7678555 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7678742.500000 Penalty: 5277.787109
	Iteration 44Q: 3 clusters Score -7678742 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7678915.000000 Penalty: 5277.787109
	Iteration 45Q: 3 clusters Score -7678915 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7679035.500000 Penalty: 5277.787109
	Iteration 46Q: 3 clusters Score -7679036 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7679140.500000 Penalty: 5277.787109
	Iteration 47Q: 3 clusters Score -7679140 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -7679226.000000 Penalty: 5277.787109
	Iteration 48Q: 3 clusters Score -7679226 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7679272.000000 Penalty: 5277.787109
	Iteration 49Q: 3 clusters Score -7679272 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7679296.000000 Penalty: 5277.787109
	Iteration 50Q: 3 clusters Score -7679296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7679317.500000 Penalty: 5277.787109
	Iteration 51Q: 3 clusters Score -7679318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7679353.500000 Penalty: 5277.787109
	Iteration 52Q: 3 clusters Score -7679354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7679378.500000 Penalty: 5277.787109
	Iteration 53Q: 3 clusters Score -7679378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7679404.500000 Penalty: 5277.787109
	Iteration 54Q: 3 clusters Score -7679404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7679423.000000 Penalty: 5277.787109
	Iteration 55Q: 3 clusters Score -7679423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7679434.000000 Penalty: 5277.787109
	Iteration 56Q: 3 clusters Score -7679434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7679449.500000 Penalty: 5277.787109
	Iteration 57Q: 3 clusters Score -7679450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7679453.000000 Penalty: 5277.787109
	Iteration 58Q: 3 clusters Score -7679453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7679463.000000 Penalty: 5277.787109
	Iteration 59Q: 3 clusters Score -7679463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7679475.000000 Penalty: 5277.787109
	Iteration 60F: 3 clusters Score -7679475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7679481.500000 Penalty: 5277.787109
	Iteration 61Q: 3 clusters Score -7679482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7679487.000000 Penalty: 5277.787109
	Iteration 62Q: 3 clusters Score -7679487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7679483.000000 Penalty: 5277.787109
	Iteration 63Q: 3 clusters Score -7679483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7679486.500000 Penalty: 5277.787109
	Iteration 64Q: 3 clusters Score -7679486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7679485.500000 Penalty: 5277.787109
	Iteration 65Q: 3 clusters Score -7679486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7679486.000000 Penalty: 5277.787109
	Iteration 66Q: 3 clusters Score -7679486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7679493.500000 Penalty: 5277.787109
	Iteration 67Q: 3 clusters Score -7679494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7679503.500000 Penalty: 5277.787109
	Iteration 68Q: 3 clusters Score -7679504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7679498.000000 Penalty: 5277.787109
	Iteration 69Q: 3 clusters Score -7679498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7679499.000000 Penalty: 5277.787109
	Iteration 70Q: 3 clusters Score -7679499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7679497.000000 Penalty: 5277.787109
	Iteration 71Q: 3 clusters Score -7679497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7679501.500000 Penalty: 5277.787109
	Iteration 72Q: 3 clusters Score -7679502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7679499.000000 Penalty: 5277.787109
	Iteration 73Q: 3 clusters Score -7679499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7679509.500000 Penalty: 5277.787109
	Iteration 74Q: 3 clusters Score -7679510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7679514.500000 Penalty: 5277.787109
	Iteration 75Q: 3 clusters Score -7679514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7679513.500000 Penalty: 5277.787109
	Iteration 76Q: 3 clusters Score -7679514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7679514.000000 Penalty: 5277.787109
	Iteration 77Q: 3 clusters Score -7679514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7679513.000000 Penalty: 5277.787109
	Iteration 78Q: 3 clusters Score -7679513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7679513.000000 Penalty: 5277.787109
	Iteration 79F: 3 clusters Score -7679513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -724210.000000 Penalty: 2054.118408
	Iteration 0F: 2 clusters Score -724210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -720357.875000 Penalty: 4108.236816
	Iteration 0F: 3 clusters Score -720357.9 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -721167.750000 Penalty: 4108.236816
	Iteration 1F: 3 clusters Score -721167.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -721326.062500 Penalty: 4108.236816
	Iteration 2F: 3 clusters Score -721326.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -721418.250000 Penalty: 4108.236816
	Iteration 3Q: 3 clusters Score -721418.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -721472.812500 Penalty: 4108.236816
	Iteration 4Q: 3 clusters Score -721472.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -721512.812500 Penalty: 4108.236816
	Iteration 5Q: 3 clusters Score -721512.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -721538.875000 Penalty: 4108.236816
	Iteration 6Q: 3 clusters Score -721538.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -721558.062500 Penalty: 4108.236816
	Iteration 7Q: 3 clusters Score -721558.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -721573.562500 Penalty: 4108.236816
	Iteration 8Q: 3 clusters Score -721573.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -721592.562500 Penalty: 4108.236816
	Iteration 9Q: 3 clusters Score -721592.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -721608.937500 Penalty: 4108.236816
	Iteration 10Q: 3 clusters Score -721608.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -721624.937500 Penalty: 4108.236816
	Iteration 11Q: 3 clusters Score -721624.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -721638.562500 Penalty: 4108.236816
	Iteration 12Q: 3 clusters Score -721638.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -721650.250000 Penalty: 4108.236816
	Iteration 13Q: 3 clusters Score -721650.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -721663.312500 Penalty: 4108.236816
	Iteration 14Q: 3 clusters Score -721663.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -721678.812500 Penalty: 4108.236816
	Iteration 15Q: 3 clusters Score -721678.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -721688.687500 Penalty: 4108.236816
	Iteration 16Q: 3 clusters Score -721688.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -721698.375000 Penalty: 4108.236816
	Iteration 17Q: 3 clusters Score -721698.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -721706.500000 Penalty: 4108.236816
	Iteration 18Q: 3 clusters Score -721706.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -721711.562500 Penalty: 4108.236816
	Iteration 19Q: 3 clusters Score -721711.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -721720.062500 Penalty: 4108.236816
	Iteration 20F: 3 clusters Score -721720.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -721725.625000 Penalty: 4108.236816
	Iteration 21Q: 3 clusters Score -721725.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -721734.062500 Penalty: 4108.236816
	Iteration 22Q: 3 clusters Score -721734.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -721741.625000 Penalty: 4108.236816
	Iteration 23Q: 3 clusters Score -721741.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -721748.312500 Penalty: 4108.236816
	Iteration 24Q: 3 clusters Score -721748.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -721751.750000 Penalty: 4108.236816
	Iteration 25Q: 3 clusters Score -721751.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -721757.437500 Penalty: 4108.236816
	Iteration 26Q: 3 clusters Score -721757.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -721756.937500 Penalty: 4108.236816
	Iteration 27Q: 3 clusters Score -721756.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -721759.562500 Penalty: 4108.236816
	Iteration 28Q: 3 clusters Score -721759.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -721761.000000 Penalty: 4108.236816
	Iteration 29Q: 3 clusters Score -721761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -721762.625000 Penalty: 4108.236816
	Iteration 30Q: 3 clusters Score -721762.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -721761.187500 Penalty: 4108.236816
	Iteration 31Q: 3 clusters Score -721761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -721761.625000 Penalty: 4108.236816
	Iteration 32Q: 3 clusters Score -721761.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -721764.250000 Penalty: 4108.236816
	Iteration 33Q: 3 clusters Score -721764.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -721765.812500 Penalty: 4108.236816
	Iteration 34Q: 3 clusters Score -721765.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -721765.687500 Penalty: 4108.236816
	Iteration 35Q: 3 clusters Score -721765.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -721769.125000 Penalty: 4108.236816
	Iteration 36Q: 3 clusters Score -721769.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -721773.437500 Penalty: 4108.236816
	Iteration 37Q: 3 clusters Score -721773.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -721775.750000 Penalty: 4108.236816
	Iteration 38Q: 3 clusters Score -721775.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -721779.312500 Penalty: 4108.236816
	Iteration 39Q: 3 clusters Score -721779.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -721780.625000 Penalty: 4108.236816
	Iteration 40F: 3 clusters Score -721780.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -721784.937500 Penalty: 4108.236816
	Iteration 41Q: 3 clusters Score -721784.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -721789.625000 Penalty: 4108.236816
	Iteration 42Q: 3 clusters Score -721789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -721790.875000 Penalty: 4108.236816
	Iteration 43Q: 3 clusters Score -721790.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -721793.375000 Penalty: 4108.236816
	Iteration 44Q: 3 clusters Score -721793.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -721795.875000 Penalty: 4108.236816
	Iteration 45Q: 3 clusters Score -721795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -721797.062500 Penalty: 4108.236816
	Iteration 46Q: 3 clusters Score -721797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -721797.500000 Penalty: 4108.236816
	Iteration 47Q: 3 clusters Score -721797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -721799.625000 Penalty: 4108.236816
	Iteration 48Q: 3 clusters Score -721799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -721799.687500 Penalty: 4108.236816
	Iteration 49Q: 3 clusters Score -721799.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -721799.500000 Penalty: 4108.236816
	Iteration 50Q: 3 clusters Score -721799.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -721801.062500 Penalty: 4108.236816
	Iteration 51Q: 3 clusters Score -721801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -721801.625000 Penalty: 4108.236816
	Iteration 52Q: 3 clusters Score -721801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -721801.687500 Penalty: 4108.236816
	Iteration 53Q: 3 clusters Score -721801.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -721801.750000 Penalty: 4108.236816
	Iteration 54Q: 3 clusters Score -721801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -721802.125000 Penalty: 4108.236816
	Iteration 55Q: 3 clusters Score -721802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -721802.125000 Penalty: 4108.236816
	Iteration 56F: 3 clusters Score -721802.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Entering Unmasked Estep 
Score: -8405958.000000 Penalty: 2658.763184
	Iteration 0F: 2 clusters Score -8405958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -8377006.000000 Penalty: 5317.526367
	Iteration 0F: 3 clusters Score -8377006 nChanged 20851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -8388500.500000 Penalty: 5317.526367
	Iteration 1F: 3 clusters Score -8388500 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -8388971.000000 Penalty: 5317.526367
	Iteration 2Q: 3 clusters Score -8388971 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -8389503.000000 Penalty: 5317.526367
	Iteration 3Q: 3 clusters Score -8389503 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -8390148.000000 Penalty: 5317.526367
	Iteration 4Q: 3 clusters Score -8390148 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -8390957.000000 Penalty: 5317.526367
	Iteration 5Q: 3 clusters Score -8390957 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -8392197.000000 Penalty: 5317.526367
	Iteration 6F: 3 clusters Score -8392197 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -8394127.000000 Penalty: 5317.526367
	Iteration 7F: 3 clusters Score -8394127 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -8396964.000000 Penalty: 5317.526367
	Iteration 8F: 3 clusters Score -8396964 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -8399985.000000 Penalty: 5317.526367
	Iteration 9F: 3 clusters Score -8399985 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -8402337.000000 Penalty: 5317.526367
	Iteration 10F: 3 clusters Score -8402337 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -8403310.000000 Penalty: 5317.526367
	Iteration 11Q: 3 clusters Score -8403310 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -8403661.000000 Penalty: 5317.526367
	Iteration 12Q: 3 clusters Score -8403661 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8403728.000000 Penalty: 5317.526367
	Iteration 13Q: 3 clusters Score -8403728 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -8403774.000000 Penalty: 5317.526367
	Iteration 14Q: 3 clusters Score -8403774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -8403810.000000 Penalty: 5317.526367
	Iteration 15Q: 3 clusters Score -8403810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -8403841.000000 Penalty: 5317.526367
	Iteration 16Q: 3 clusters Score -8403841 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -8403857.000000 Penalty: 5317.526367
	Iteration 17Q: 3 clusters Score -8403857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -8403879.000000 Penalty: 5317.526367
	Iteration 18Q: 3 clusters Score -8403879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -8403887.000000 Penalty: 5317.526367
	Iteration 19Q: 3 clusters Score -8403887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -8403894.000000 Penalty: 5317.526367
	Iteration 20F: 3 clusters Score -8403894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -8403898.000000 Penalty: 5317.526367
	Iteration 21Q: 3 clusters Score -8403898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8403894.000000 Penalty: 5317.526367
	Iteration 22Q: 3 clusters Score -8403894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -8403899.000000 Penalty: 5317.526367
	Iteration 23Q: 3 clusters Score -8403899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -8403899.000000 Penalty: 5317.526367
	Iteration 24F: 3 clusters Score -8403899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Entering Unmasked Estep 
Score: -120051.351562 Penalty: 1654.035522
	Iteration 0F: 2 clusters Score -120051.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -118288.710938 Penalty: 3308.071045
	Iteration 0F: 3 clusters Score -118288.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118824.070312 Penalty: 3308.071045
	Iteration 1F: 3 clusters Score -118824.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -119060.265625 Penalty: 3308.071045
	Iteration 2F: 3 clusters Score -119060.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -119178.390625 Penalty: 3308.071045
	Iteration 3F: 3 clusters Score -119178.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -119226.921875 Penalty: 3308.071045
	Iteration 4Q: 3 clusters Score -119226.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119256.656250 Penalty: 3308.071045
	Iteration 5Q: 3 clusters Score -119256.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -119293.820312 Penalty: 3308.071045
	Iteration 6Q: 3 clusters Score -119293.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119324.156250 Penalty: 3308.071045
	Iteration 7Q: 3 clusters Score -119324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -119342.304688 Penalty: 3308.071045
	Iteration 8Q: 3 clusters Score -119342.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -119342.304688 Penalty: 3308.071045
	Iteration 9F: 3 clusters Score -119342.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Entering Unmasked Estep 
Score: -8053337.500000 Penalty: 2649.274902
	Iteration 0F: 2 clusters Score -8053338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -8024383.000000 Penalty: 5298.549805
	Iteration 0F: 3 clusters Score -8024383 nChanged 20020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -8035559.000000 Penalty: 5298.549805
	Iteration 1F: 3 clusters Score -8035559 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -8036202.500000 Penalty: 5298.549805
	Iteration 2Q: 3 clusters Score -8036202 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -8036868.500000 Penalty: 5298.549805
	Iteration 3Q: 3 clusters Score -8036868 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -8037622.000000 Penalty: 5298.549805
	Iteration 4Q: 3 clusters Score -8037622 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -8038525.500000 Penalty: 5298.549805
	Iteration 5Q: 3 clusters Score -8038526 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -8039797.500000 Penalty: 5298.549805
	Iteration 6Q: 3 clusters Score -8039798 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -8041504.500000 Penalty: 5298.549805
	Iteration 7F: 3 clusters Score -8041504 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -8043399.500000 Penalty: 5298.549805
	Iteration 8F: 3 clusters Score -8043400 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -8044994.500000 Penalty: 5298.549805
	Iteration 9F: 3 clusters Score -8044994 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -8045743.000000 Penalty: 5298.549805
	Iteration 10Q: 3 clusters Score -8045743 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -8046014.000000 Penalty: 5298.549805
	Iteration 11Q: 3 clusters Score -8046014 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -8046182.500000 Penalty: 5298.549805
	Iteration 12Q: 3 clusters Score -8046182 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -8046239.500000 Penalty: 5298.549805
	Iteration 13Q: 3 clusters Score -8046240 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -8046288.000000 Penalty: 5298.549805
	Iteration 14Q: 3 clusters Score -8046288 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -8046339.500000 Penalty: 5298.549805
	Iteration 15Q: 3 clusters Score -8046340 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -8046416.000000 Penalty: 5298.549805
	Iteration 16Q: 3 clusters Score -8046416 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -8046489.500000 Penalty: 5298.549805
	Iteration 17Q: 3 clusters Score -8046490 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -8046532.000000 Penalty: 5298.549805
	Iteration 18Q: 3 clusters Score -8046532 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -8046566.500000 Penalty: 5298.549805
	Iteration 19Q: 3 clusters Score -8046566 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -8046669.500000 Penalty: 5298.549805
	Iteration 20F: 3 clusters Score -8046670 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -8046722.500000 Penalty: 5298.549805
	Iteration 21Q: 3 clusters Score -8046722 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -8046801.500000 Penalty: 5298.549805
	Iteration 22Q: 3 clusters Score -8046802 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -8046887.000000 Penalty: 5298.549805
	Iteration 23Q: 3 clusters Score -8046887 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -8046949.500000 Penalty: 5298.549805
	Iteration 24Q: 3 clusters Score -8046950 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -8047057.500000 Penalty: 5298.549805
	Iteration 25Q: 3 clusters Score -8047058 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -8047141.000000 Penalty: 5298.549805
	Iteration 26Q: 3 clusters Score -8047141 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -8047212.000000 Penalty: 5298.549805
	Iteration 27Q: 3 clusters Score -8047212 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -8047303.000000 Penalty: 5298.549805
	Iteration 28Q: 3 clusters Score -8047303 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -8047406.000000 Penalty: 5298.549805
	Iteration 29Q: 3 clusters Score -8047406 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -8047518.000000 Penalty: 5298.549805
	Iteration 30Q: 3 clusters Score -8047518 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -8047610.500000 Penalty: 5298.549805
	Iteration 31Q: 3 clusters Score -8047610 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -8047769.500000 Penalty: 5298.549805
	Iteration 32Q: 3 clusters Score -8047770 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -8047928.000000 Penalty: 5298.549805
	Iteration 33Q: 3 clusters Score -8047928 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -8048139.000000 Penalty: 5298.549805
	Iteration 34Q: 3 clusters Score -8048139 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -8048347.000000 Penalty: 5298.549805
	Iteration 35Q: 3 clusters Score -8048347 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -8048545.000000 Penalty: 5298.549805
	Iteration 36Q: 3 clusters Score -8048545 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -8048784.500000 Penalty: 5298.549805
	Iteration 37Q: 3 clusters Score -8048784 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -8048997.500000 Penalty: 5298.549805
	Iteration 38Q: 3 clusters Score -8048998 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -8049246.500000 Penalty: 5298.549805
	Iteration 39Q: 3 clusters Score -8049246 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -8049418.500000 Penalty: 5298.549805
	Iteration 40F: 3 clusters Score -8049418 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -8049620.500000 Penalty: 5298.549805
	Iteration 41Q: 3 clusters Score -8049620 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -8049816.000000 Penalty: 5298.549805
	Iteration 42Q: 3 clusters Score -8049816 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -8049971.000000 Penalty: 5298.549805
	Iteration 43Q: 3 clusters Score -8049971 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -8050150.000000 Penalty: 5298.549805
	Iteration 44Q: 3 clusters Score -8050150 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -8050234.000000 Penalty: 5298.549805
	Iteration 45Q: 3 clusters Score -8050234 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -8050284.500000 Penalty: 5298.549805
	Iteration 46Q: 3 clusters Score -8050284 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8050381.000000 Penalty: 5298.549805
	Iteration 47Q: 3 clusters Score -8050381 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8050483.500000 Penalty: 5298.549805
	Iteration 48Q: 3 clusters Score -8050484 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8050576.000000 Penalty: 5298.549805
	Iteration 49Q: 3 clusters Score -8050576 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8050675.000000 Penalty: 5298.549805
	Iteration 50Q: 3 clusters Score -8050675 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8050756.500000 Penalty: 5298.549805
	Iteration 51Q: 3 clusters Score -8050756 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8050882.500000 Penalty: 5298.549805
	Iteration 52Q: 3 clusters Score -8050882 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8050935.500000 Penalty: 5298.549805
	Iteration 53Q: 3 clusters Score -8050936 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8050963.500000 Penalty: 5298.549805
	Iteration 54Q: 3 clusters Score -8050964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8051006.000000 Penalty: 5298.549805
	Iteration 55Q: 3 clusters Score -8051006 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8051033.000000 Penalty: 5298.549805
	Iteration 56Q: 3 clusters Score -8051033 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8051063.000000 Penalty: 5298.549805
	Iteration 57Q: 3 clusters Score -8051063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8051077.000000 Penalty: 5298.549805
	Iteration 58Q: 3 clusters Score -8051077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8051096.500000 Penalty: 5298.549805
	Iteration 59Q: 3 clusters Score -8051096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8051109.500000 Penalty: 5298.549805
	Iteration 60F: 3 clusters Score -8051110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8051092.000000 Penalty: 5298.549805
	Iteration 61Q: 3 clusters Score -8051092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8051099.000000 Penalty: 5298.549805
	Iteration 62Q: 3 clusters Score -8051099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8051115.500000 Penalty: 5298.549805
	Iteration 63Q: 3 clusters Score -8051116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8051140.000000 Penalty: 5298.549805
	Iteration 64Q: 3 clusters Score -8051140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8051144.000000 Penalty: 5298.549805
	Iteration 65Q: 3 clusters Score -8051144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8051149.000000 Penalty: 5298.549805
	Iteration 66Q: 3 clusters Score -8051149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8051169.500000 Penalty: 5298.549805
	Iteration 67Q: 3 clusters Score -8051170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8051167.000000 Penalty: 5298.549805
	Iteration 68Q: 3 clusters Score -8051167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8051174.500000 Penalty: 5298.549805
	Iteration 69Q: 3 clusters Score -8051174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8051175.000000 Penalty: 5298.549805
	Iteration 70Q: 3 clusters Score -8051175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8051181.000000 Penalty: 5298.549805
	Iteration 71Q: 3 clusters Score -8051181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8051186.000000 Penalty: 5298.549805
	Iteration 72Q: 3 clusters Score -8051186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8051183.500000 Penalty: 5298.549805
	Iteration 73Q: 3 clusters Score -8051184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8051187.000000 Penalty: 5298.549805
	Iteration 74Q: 3 clusters Score -8051187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8051195.000000 Penalty: 5298.549805
	Iteration 75Q: 3 clusters Score -8051195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8051195.000000 Penalty: 5298.549805
	Iteration 76F: 3 clusters Score -8051195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (15553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Entering Unmasked Estep 
Score: -2884550.750000 Penalty: 2393.698242
	Iteration 0F: 2 clusters Score -2884551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2873377.750000 Penalty: 4787.396484
	Iteration 0F: 3 clusters Score -2873378 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2876945.000000 Penalty: 4787.396484
	Iteration 1F: 3 clusters Score -2876945 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2877248.750000 Penalty: 4787.396484
	Iteration 2F: 3 clusters Score -2877249 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2877497.500000 Penalty: 4787.396484
	Iteration 3Q: 3 clusters Score -2877498 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -2877691.250000 Penalty: 4787.396484
	Iteration 4Q: 3 clusters Score -2877691 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2877859.750000 Penalty: 4787.396484
	Iteration 5Q: 3 clusters Score -2877860 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2877994.500000 Penalty: 4787.396484
	Iteration 6Q: 3 clusters Score -2877994 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2878149.500000 Penalty: 4787.396484
	Iteration 7Q: 3 clusters Score -2878150 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -2878334.000000 Penalty: 4787.396484
	Iteration 8Q: 3 clusters Score -2878334 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2878556.250000 Penalty: 4787.396484
	Iteration 9Q: 3 clusters Score -2878556 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2878835.500000 Penalty: 4787.396484
	Iteration 10Q: 3 clusters Score -2878836 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2879185.500000 Penalty: 4787.396484
	Iteration 11Q: 3 clusters Score -2879186 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2879620.500000 Penalty: 4787.396484
	Iteration 12Q: 3 clusters Score -2879620 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -2880072.500000 Penalty: 4787.396484
	Iteration 13Q: 3 clusters Score -2880072 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2880556.000000 Penalty: 4787.396484
	Iteration 14Q: 3 clusters Score -2880556 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2881007.000000 Penalty: 4787.396484
	Iteration 15Q: 3 clusters Score -2881007 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2881382.750000 Penalty: 4787.396484
	Iteration 16Q: 3 clusters Score -2881383 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2881658.750000 Penalty: 4787.396484
	Iteration 17Q: 3 clusters Score -2881659 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2881875.250000 Penalty: 4787.396484
	Iteration 18Q: 3 clusters Score -2881875 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2882029.000000 Penalty: 4787.396484
	Iteration 19Q: 3 clusters Score -2882029 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2882138.500000 Penalty: 4787.396484
	Iteration 20F: 3 clusters Score -2882138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2882230.750000 Penalty: 4787.396484
	Iteration 21Q: 3 clusters Score -2882231 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2882292.750000 Penalty: 4787.396484
	Iteration 22Q: 3 clusters Score -2882293 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2882349.250000 Penalty: 4787.396484
	Iteration 23Q: 3 clusters Score -2882349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -2882379.250000 Penalty: 4787.396484
	Iteration 24Q: 3 clusters Score -2882379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2882409.250000 Penalty: 4787.396484
	Iteration 25Q: 3 clusters Score -2882409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2882433.750000 Penalty: 4787.396484
	Iteration 26Q: 3 clusters Score -2882434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2882443.250000 Penalty: 4787.396484
	Iteration 27Q: 3 clusters Score -2882443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2882463.500000 Penalty: 4787.396484
	Iteration 28Q: 3 clusters Score -2882464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2882472.000000 Penalty: 4787.396484
	Iteration 29Q: 3 clusters Score -2882472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2882485.250000 Penalty: 4787.396484
	Iteration 30Q: 3 clusters Score -2882485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2882493.250000 Penalty: 4787.396484
	Iteration 31Q: 3 clusters Score -2882493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -2882496.500000 Penalty: 4787.396484
	Iteration 32Q: 3 clusters Score -2882496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2882495.750000 Penalty: 4787.396484
	Iteration 33Q: 3 clusters Score -2882496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2882500.250000 Penalty: 4787.396484
	Iteration 34Q: 3 clusters Score -2882500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2882500.750000 Penalty: 4787.396484
	Iteration 35Q: 3 clusters Score -2882501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2882502.000000 Penalty: 4787.396484
	Iteration 36Q: 3 clusters Score -2882502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2882500.250000 Penalty: 4787.396484
	Iteration 37Q: 3 clusters Score -2882500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2882502.500000 Penalty: 4787.396484
	Iteration 38Q: 3 clusters Score -2882502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2882507.250000 Penalty: 4787.396484
	Iteration 39Q: 3 clusters Score -2882507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2882509.250000 Penalty: 4787.396484
	Iteration 40F: 3 clusters Score -2882509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2882509.250000 Penalty: 4787.396484
	Iteration 41Q: 3 clusters Score -2882509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2882509.500000 Penalty: 4787.396484
	Iteration 42Q: 3 clusters Score -2882510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2882511.500000 Penalty: 4787.396484
	Iteration 43Q: 3 clusters Score -2882512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2882510.000000 Penalty: 4787.396484
	Iteration 44Q: 3 clusters Score -2882510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2882513.000000 Penalty: 4787.396484
	Iteration 45Q: 3 clusters Score -2882513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2882513.000000 Penalty: 4787.396484
	Iteration 46Q: 3 clusters Score -2882513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2882513.000000 Penalty: 4787.396484
	Iteration 47F: 3 clusters Score -2882513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (42910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Entering Unmasked Estep 
Score: -8009500.500000 Penalty: 2645.381348
	Iteration 0F: 2 clusters Score -8009500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -7981710.500000 Penalty: 5290.762695
	Iteration 0F: 3 clusters Score -7981710 nChanged 19515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -7992323.000000 Penalty: 5290.762695
	Iteration 1F: 3 clusters Score -7992323 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -7992829.000000 Penalty: 5290.762695
	Iteration 2Q: 3 clusters Score -7992829 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -7993284.500000 Penalty: 5290.762695
	Iteration 3Q: 3 clusters Score -7993284 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -7993744.500000 Penalty: 5290.762695
	Iteration 4Q: 3 clusters Score -7993744 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -7994251.500000 Penalty: 5290.762695
	Iteration 5Q: 3 clusters Score -7994252 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -7994952.500000 Penalty: 5290.762695
	Iteration 6Q: 3 clusters Score -7994952 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -7995846.500000 Penalty: 5290.762695
	Iteration 7Q: 3 clusters Score -7995846 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -7997072.000000 Penalty: 5290.762695
	Iteration 8Q: 3 clusters Score -7997072 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -7998747.000000 Penalty: 5290.762695
	Iteration 9F: 3 clusters Score -7998747 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -8000396.500000 Penalty: 5290.762695
	Iteration 10F: 3 clusters Score -8000396 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -8001759.500000 Penalty: 5290.762695
	Iteration 11Q: 3 clusters Score -8001760 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -8002639.000000 Penalty: 5290.762695
	Iteration 12Q: 3 clusters Score -8002639 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -8003215.500000 Penalty: 5290.762695
	Iteration 13Q: 3 clusters Score -8003216 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -8003656.000000 Penalty: 5290.762695
	Iteration 14Q: 3 clusters Score -8003656 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -8004073.500000 Penalty: 5290.762695
	Iteration 15Q: 3 clusters Score -8004074 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -8004437.000000 Penalty: 5290.762695
	Iteration 16Q: 3 clusters Score -8004437 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -8004795.500000 Penalty: 5290.762695
	Iteration 17Q: 3 clusters Score -8004796 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -8005151.500000 Penalty: 5290.762695
	Iteration 18Q: 3 clusters Score -8005152 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -8005454.500000 Penalty: 5290.762695
	Iteration 19Q: 3 clusters Score -8005454 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -8005730.500000 Penalty: 5290.762695
	Iteration 20F: 3 clusters Score -8005730 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -8006007.500000 Penalty: 5290.762695
	Iteration 21Q: 3 clusters Score -8006008 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -8006200.000000 Penalty: 5290.762695
	Iteration 22Q: 3 clusters Score -8006200 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -8006376.500000 Penalty: 5290.762695
	Iteration 23Q: 3 clusters Score -8006376 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -8006558.000000 Penalty: 5290.762695
	Iteration 24Q: 3 clusters Score -8006558 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -8006708.500000 Penalty: 5290.762695
	Iteration 25Q: 3 clusters Score -8006708 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -8006829.500000 Penalty: 5290.762695
	Iteration 26Q: 3 clusters Score -8006830 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -8006920.500000 Penalty: 5290.762695
	Iteration 27Q: 3 clusters Score -8006920 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -8007001.500000 Penalty: 5290.762695
	Iteration 28Q: 3 clusters Score -8007002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -8007044.000000 Penalty: 5290.762695
	Iteration 29Q: 3 clusters Score -8007044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -8007054.500000 Penalty: 5290.762695
	Iteration 30Q: 3 clusters Score -8007054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -8007101.000000 Penalty: 5290.762695
	Iteration 31Q: 3 clusters Score -8007101 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -8007123.500000 Penalty: 5290.762695
	Iteration 32Q: 3 clusters Score -8007124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -8007141.500000 Penalty: 5290.762695
	Iteration 33Q: 3 clusters Score -8007142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -8007161.500000 Penalty: 5290.762695
	Iteration 34Q: 3 clusters Score -8007162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -8007181.000000 Penalty: 5290.762695
	Iteration 35Q: 3 clusters Score -8007181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -8007198.500000 Penalty: 5290.762695
	Iteration 36Q: 3 clusters Score -8007198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -8007208.000000 Penalty: 5290.762695
	Iteration 37Q: 3 clusters Score -8007208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -8007208.000000 Penalty: 5290.762695
	Iteration 38Q: 3 clusters Score -8007208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -8007216.000000 Penalty: 5290.762695
	Iteration 39Q: 3 clusters Score -8007216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -8007215.500000 Penalty: 5290.762695
	Iteration 40F: 3 clusters Score -8007216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -8007211.500000 Penalty: 5290.762695
	Iteration 41Q: 3 clusters Score -8007212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -8007217.000000 Penalty: 5290.762695
	Iteration 42Q: 3 clusters Score -8007217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -8007208.500000 Penalty: 5290.762695
	Iteration 43Q: 3 clusters Score -8007208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -8007211.000000 Penalty: 5290.762695
	Iteration 44Q: 3 clusters Score -8007211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -8007213.500000 Penalty: 5290.762695
	Iteration 45Q: 3 clusters Score -8007214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -8007215.000000 Penalty: 5290.762695
	Iteration 46Q: 3 clusters Score -8007215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -8007208.500000 Penalty: 5290.762695
	Iteration 47Q: 3 clusters Score -8007208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -8007208.500000 Penalty: 5290.762695
	Iteration 48F: 3 clusters Score -8007208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 45653 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45434 members 
Mstep: Class 5 contains 41366 members 
Mstep: Class 6 contains 43067 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44182 members 
Mstep: Class 9 contains 42458 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 43012 members 
Mstep: Class 12 contains 53421 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 19161 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2191 members 
Mstep: Class 17 contains 31641 members 
Mstep: Class 18 contains 48485 members 
Mstep: Class 19 contains 41802 members 
Mstep: Class 20 contains 3955 members 
Mstep: Class 21 contains 45289 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43589 members 
Mstep: Class 24 contains 15553 members 
Mstep: Class 25 contains 42910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916128.000000 Penalty: 83433.343750
Iteration 119Q: 26 clusters Score -1.269161e+08 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 45655 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45449 members 
Mstep: Class 5 contains 41373 members 
Mstep: Class 6 contains 43030 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44189 members 
Mstep: Class 9 contains 42464 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 42898 members 
Mstep: Class 12 contains 53472 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 19207 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2194 members 
Mstep: Class 17 contains 31645 members 
Mstep: Class 18 contains 48433 members 
Mstep: Class 19 contains 41717 members 
Mstep: Class 20 contains 3936 members 
Mstep: Class 21 contains 45263 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43567 members 
Mstep: Class 24 contains 15711 members 
Mstep: Class 25 contains 43108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916080.000000 Penalty: 83433.343750
Iteration 120F: 26 clusters Score -1.269161e+08 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 45664 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45417 members 
Mstep: Class 5 contains 41386 members 
Mstep: Class 6 contains 43011 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44221 members 
Mstep: Class 9 contains 42495 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 42779 members 
Mstep: Class 12 contains 53486 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 19220 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 31675 members 
Mstep: Class 18 contains 48405 members 
Mstep: Class 19 contains 41655 members 
Mstep: Class 20 contains 3908 members 
Mstep: Class 21 contains 45201 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43613 members 
Mstep: Class 24 contains 15864 members 
Mstep: Class 25 contains 43268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915592.000000 Penalty: 83433.343750
Iteration 121Q: 26 clusters Score -1.269156e+08 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 45723 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45382 members 
Mstep: Class 5 contains 41372 members 
Mstep: Class 6 contains 43007 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44202 members 
Mstep: Class 9 contains 42600 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 42660 members 
Mstep: Class 12 contains 53496 members 
Mstep: Class 13 contains 886 members 
Mstep: Class 14 contains 19223 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2196 members 
Mstep: Class 17 contains 31713 members 
Mstep: Class 18 contains 48356 members 
Mstep: Class 19 contains 41658 members 
Mstep: Class 20 contains 3887 members 
Mstep: Class 21 contains 45114 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43647 members 
Mstep: Class 24 contains 16023 members 
Mstep: Class 25 contains 43313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915712.000000 Penalty: 83433.343750
Iteration 122Q: 26 clusters Score -1.269157e+08 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 45750 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45354 members 
Mstep: Class 5 contains 41345 members 
Mstep: Class 6 contains 42987 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44203 members 
Mstep: Class 9 contains 42659 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 42584 members 
Mstep: Class 12 contains 53425 members 
Mstep: Class 13 contains 886 members 
Mstep: Class 14 contains 19239 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 2197 members 
Mstep: Class 17 contains 31745 members 
Mstep: Class 18 contains 48298 members 
Mstep: Class 19 contains 41711 members 
Mstep: Class 20 contains 3869 members 
Mstep: Class 21 contains 45090 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43664 members 
Mstep: Class 24 contains 16189 members 
Mstep: Class 25 contains 43349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915432.000000 Penalty: 83433.343750
Iteration 123Q: 26 clusters Score -1.269154e+08 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 45731 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45346 members 
Mstep: Class 5 contains 41318 members 
Mstep: Class 6 contains 42931 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44199 members 
Mstep: Class 9 contains 42739 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 42565 members 
Mstep: Class 12 contains 53373 members 
Mstep: Class 13 contains 886 members 
Mstep: Class 14 contains 19252 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2201 members 
Mstep: Class 17 contains 31775 members 
Mstep: Class 18 contains 48277 members 
Mstep: Class 19 contains 41717 members 
Mstep: Class 20 contains 3854 members 
Mstep: Class 21 contains 45105 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43671 members 
Mstep: Class 24 contains 16355 members 
Mstep: Class 25 contains 43296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915936.000000 Penalty: 83433.343750
Iteration 124Q: 26 clusters Score -1.269159e+08 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 45732 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45367 members 
Mstep: Class 5 contains 41331 members 
Mstep: Class 6 contains 42886 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44177 members 
Mstep: Class 9 contains 42803 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 42579 members 
Mstep: Class 12 contains 53349 members 
Mstep: Class 13 contains 887 members 
Mstep: Class 14 contains 19258 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2202 members 
Mstep: Class 17 contains 31812 members 
Mstep: Class 18 contains 48218 members 
Mstep: Class 19 contains 41721 members 
Mstep: Class 20 contains 3833 members 
Mstep: Class 21 contains 45088 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43652 members 
Mstep: Class 24 contains 16520 members 
Mstep: Class 25 contains 43222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916224.000000 Penalty: 83433.343750
Iteration 125Q: 26 clusters Score -1.269162e+08 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 45707 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45352 members 
Mstep: Class 5 contains 41327 members 
Mstep: Class 6 contains 42880 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44188 members 
Mstep: Class 9 contains 42855 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 42552 members 
Mstep: Class 12 contains 53234 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 19285 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 2204 members 
Mstep: Class 17 contains 31868 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 41733 members 
Mstep: Class 20 contains 3831 members 
Mstep: Class 21 contains 45096 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43664 members 
Mstep: Class 24 contains 16681 members 
Mstep: Class 25 contains 43125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916408.000000 Penalty: 83433.343750
Iteration 126Q: 26 clusters Score -1.269164e+08 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 45712 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45333 members 
Mstep: Class 5 contains 41307 members 
Mstep: Class 6 contains 42882 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44214 members 
Mstep: Class 9 contains 42901 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 42566 members 
Mstep: Class 12 contains 53100 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 19298 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2206 members 
Mstep: Class 17 contains 31892 members 
Mstep: Class 18 contains 48148 members 
Mstep: Class 19 contains 41756 members 
Mstep: Class 20 contains 3835 members 
Mstep: Class 21 contains 45103 members 
Mstep: Class 22 contains 788 members 
Mstep: Class 23 contains 43665 members 
Mstep: Class 24 contains 16845 members 
Mstep: Class 25 contains 43013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916528.000000 Penalty: 83433.343750
Iteration 127Q: 26 clusters Score -1.269165e+08 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 45740 members 
Mstep: Class 3 contains 940 members 
Mstep: Class 4 contains 45328 members 
Mstep: Class 5 contains 41256 members 
Mstep: Class 6 contains 42817 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44174 members 
Mstep: Class 9 contains 42962 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 42614 members 
Mstep: Class 12 contains 52979 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 19300 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 2207 members 
Mstep: Class 17 contains 31931 members 
Mstep: Class 18 contains 48118 members 
Mstep: Class 19 contains 41761 members 
Mstep: Class 20 contains 3839 members 
Mstep: Class 21 contains 45093 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43689 members 
Mstep: Class 24 contains 17025 members 
Mstep: Class 25 contains 42939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916448.000000 Penalty: 83433.343750
Iteration 128Q: 26 clusters Score -1.269164e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 45773 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45324 members 
Mstep: Class 5 contains 41190 members 
Mstep: Class 6 contains 42797 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44169 members 
Mstep: Class 9 contains 42987 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 42675 members 
Mstep: Class 12 contains 52843 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 19302 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 31964 members 
Mstep: Class 18 contains 48094 members 
Mstep: Class 19 contains 41766 members 
Mstep: Class 20 contains 3832 members 
Mstep: Class 21 contains 45091 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43707 members 
Mstep: Class 24 contains 17200 members 
Mstep: Class 25 contains 42848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916296.000000 Penalty: 83433.343750
Iteration 129Q: 26 clusters Score -1.269163e+08 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 45771 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45323 members 
Mstep: Class 5 contains 41091 members 
Mstep: Class 6 contains 42753 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44158 members 
Mstep: Class 9 contains 43060 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 42753 members 
Mstep: Class 12 contains 52756 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 19321 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 31993 members 
Mstep: Class 18 contains 48060 members 
Mstep: Class 19 contains 41750 members 
Mstep: Class 20 contains 3829 members 
Mstep: Class 21 contains 45071 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43722 members 
Mstep: Class 24 contains 17370 members 
Mstep: Class 25 contains 42753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916096.000000 Penalty: 83433.343750
Iteration 130Q: 26 clusters Score -1.269161e+08 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 45809 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45302 members 
Mstep: Class 5 contains 40977 members 
Mstep: Class 6 contains 42720 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44198 members 
Mstep: Class 9 contains 43136 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 42837 members 
Mstep: Class 12 contains 52670 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 19336 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 32020 members 
Mstep: Class 18 contains 48050 members 
Mstep: Class 19 contains 41742 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 45061 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43729 members 
Mstep: Class 24 contains 17538 members 
Mstep: Class 25 contains 42610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916528.000000 Penalty: 83433.343750
Iteration 131Q: 26 clusters Score -1.269165e+08 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 45842 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45288 members 
Mstep: Class 5 contains 40876 members 
Mstep: Class 6 contains 42666 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44242 members 
Mstep: Class 9 contains 43198 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 42941 members 
Mstep: Class 12 contains 52571 members 
Mstep: Class 13 contains 888 members 
Mstep: Class 14 contains 19349 members 
Mstep: Class 15 contains 721 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 32027 members 
Mstep: Class 18 contains 48026 members 
Mstep: Class 19 contains 41747 members 
Mstep: Class 20 contains 3803 members 
Mstep: Class 21 contains 45064 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43766 members 
Mstep: Class 24 contains 17699 members 
Mstep: Class 25 contains 42448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916496.000000 Penalty: 83433.343750
Iteration 132Q: 26 clusters Score -1.269165e+08 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 45832 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45269 members 
Mstep: Class 5 contains 40812 members 
Mstep: Class 6 contains 42630 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44187 members 
Mstep: Class 9 contains 43224 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43086 members 
Mstep: Class 12 contains 52477 members 
Mstep: Class 13 contains 889 members 
Mstep: Class 14 contains 19365 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 32060 members 
Mstep: Class 18 contains 48023 members 
Mstep: Class 19 contains 41770 members 
Mstep: Class 20 contains 3794 members 
Mstep: Class 21 contains 45033 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43799 members 
Mstep: Class 24 contains 17842 members 
Mstep: Class 25 contains 42316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916824.000000 Penalty: 83433.343750
Iteration 133Q: 26 clusters Score -1.269168e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 45805 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45264 members 
Mstep: Class 5 contains 40753 members 
Mstep: Class 6 contains 42638 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44142 members 
Mstep: Class 9 contains 43223 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43188 members 
Mstep: Class 12 contains 52376 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 19394 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 2210 members 
Mstep: Class 17 contains 32087 members 
Mstep: Class 18 contains 47986 members 
Mstep: Class 19 contains 41804 members 
Mstep: Class 20 contains 3787 members 
Mstep: Class 21 contains 45026 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43825 members 
Mstep: Class 24 contains 18014 members 
Mstep: Class 25 contains 42161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917016.000000 Penalty: 83433.343750
Iteration 134Q: 26 clusters Score -1.26917e+08 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 45776 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45296 members 
Mstep: Class 5 contains 40677 members 
Mstep: Class 6 contains 42647 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44122 members 
Mstep: Class 9 contains 43228 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43252 members 
Mstep: Class 12 contains 52304 members 
Mstep: Class 13 contains 890 members 
Mstep: Class 14 contains 19427 members 
Mstep: Class 15 contains 720 members 
Mstep: Class 16 contains 2211 members 
Mstep: Class 17 contains 32111 members 
Mstep: Class 18 contains 47949 members 
Mstep: Class 19 contains 41810 members 
Mstep: Class 20 contains 3783 members 
Mstep: Class 21 contains 44992 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 18199 members 
Mstep: Class 25 contains 41998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917184.000000 Penalty: 83433.343750
Iteration 135Q: 26 clusters Score -1.269172e+08 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 45784 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45325 members 
Mstep: Class 5 contains 40595 members 
Mstep: Class 6 contains 42647 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44098 members 
Mstep: Class 9 contains 43249 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43333 members 
Mstep: Class 12 contains 52179 members 
Mstep: Class 13 contains 890 members 
Mstep: Class 14 contains 19461 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2212 members 
Mstep: Class 17 contains 32120 members 
Mstep: Class 18 contains 47894 members 
Mstep: Class 19 contains 41853 members 
Mstep: Class 20 contains 3777 members 
Mstep: Class 21 contains 44946 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43848 members 
Mstep: Class 24 contains 18403 members 
Mstep: Class 25 contains 41897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917144.000000 Penalty: 83433.343750
Iteration 136Q: 26 clusters Score -1.269171e+08 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 45783 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45340 members 
Mstep: Class 5 contains 40504 members 
Mstep: Class 6 contains 42623 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44038 members 
Mstep: Class 9 contains 43292 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43375 members 
Mstep: Class 12 contains 52062 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 19487 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2213 members 
Mstep: Class 17 contains 32143 members 
Mstep: Class 18 contains 47875 members 
Mstep: Class 19 contains 41891 members 
Mstep: Class 20 contains 3769 members 
Mstep: Class 21 contains 44921 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43844 members 
Mstep: Class 24 contains 18612 members 
Mstep: Class 25 contains 41812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916824.000000 Penalty: 83433.343750
Iteration 137Q: 26 clusters Score -1.269168e+08 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 45788 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45317 members 
Mstep: Class 5 contains 40401 members 
Mstep: Class 6 contains 42587 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44028 members 
Mstep: Class 9 contains 43303 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43444 members 
Mstep: Class 12 contains 51957 members 
Mstep: Class 13 contains 890 members 
Mstep: Class 14 contains 19513 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2215 members 
Mstep: Class 17 contains 32174 members 
Mstep: Class 18 contains 47831 members 
Mstep: Class 19 contains 41942 members 
Mstep: Class 20 contains 3754 members 
Mstep: Class 21 contains 44887 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43858 members 
Mstep: Class 24 contains 18832 members 
Mstep: Class 25 contains 41713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916984.000000 Penalty: 83433.343750
Iteration 138Q: 26 clusters Score -1.26917e+08 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 45767 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45301 members 
Mstep: Class 5 contains 40327 members 
Mstep: Class 6 contains 42564 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44002 members 
Mstep: Class 9 contains 43320 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43548 members 
Mstep: Class 12 contains 51817 members 
Mstep: Class 13 contains 890 members 
Mstep: Class 14 contains 19542 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 2217 members 
Mstep: Class 17 contains 32184 members 
Mstep: Class 18 contains 47801 members 
Mstep: Class 19 contains 42008 members 
Mstep: Class 20 contains 3740 members 
Mstep: Class 21 contains 44842 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43857 members 
Mstep: Class 24 contains 19071 members 
Mstep: Class 25 contains 41617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917136.000000 Penalty: 83433.343750
Iteration 139Q: 26 clusters Score -1.269171e+08 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 45743 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45293 members 
Mstep: Class 5 contains 40242 members 
Mstep: Class 6 contains 42533 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 44002 members 
Mstep: Class 9 contains 43362 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43619 members 
Mstep: Class 12 contains 51670 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 19588 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 32183 members 
Mstep: Class 18 contains 47785 members 
Mstep: Class 19 contains 42044 members 
Mstep: Class 20 contains 3722 members 
Mstep: Class 21 contains 44774 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43836 members 
Mstep: Class 24 contains 19328 members 
Mstep: Class 25 contains 41578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917472.000000 Penalty: 83433.343750
Iteration 140F: 26 clusters Score -1.269175e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 45691 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45289 members 
Mstep: Class 5 contains 40162 members 
Mstep: Class 6 contains 42494 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43988 members 
Mstep: Class 9 contains 43394 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43651 members 
Mstep: Class 12 contains 51571 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 19601 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 32181 members 
Mstep: Class 18 contains 47814 members 
Mstep: Class 19 contains 42083 members 
Mstep: Class 20 contains 3704 members 
Mstep: Class 21 contains 44693 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43819 members 
Mstep: Class 24 contains 19601 members 
Mstep: Class 25 contains 41542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917720.000000 Penalty: 83433.343750
Iteration 141Q: 26 clusters Score -1.269177e+08 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 45669 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45249 members 
Mstep: Class 5 contains 40069 members 
Mstep: Class 6 contains 42474 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43996 members 
Mstep: Class 9 contains 43436 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43685 members 
Mstep: Class 12 contains 51488 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 19625 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 32187 members 
Mstep: Class 18 contains 47812 members 
Mstep: Class 19 contains 42095 members 
Mstep: Class 20 contains 3692 members 
Mstep: Class 21 contains 44633 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43825 members 
Mstep: Class 24 contains 19849 members 
Mstep: Class 25 contains 41491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917744.000000 Penalty: 83433.343750
Iteration 142Q: 26 clusters Score -1.269177e+08 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 45659 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45222 members 
Mstep: Class 5 contains 39990 members 
Mstep: Class 6 contains 42438 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43986 members 
Mstep: Class 9 contains 43456 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43693 members 
Mstep: Class 12 contains 51395 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 19637 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 32198 members 
Mstep: Class 18 contains 47841 members 
Mstep: Class 19 contains 42102 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 44575 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43823 members 
Mstep: Class 24 contains 20128 members 
Mstep: Class 25 contains 41441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917800.000000 Penalty: 83433.343750
Iteration 143Q: 26 clusters Score -1.269178e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 45641 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45183 members 
Mstep: Class 5 contains 39909 members 
Mstep: Class 6 contains 42383 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43957 members 
Mstep: Class 9 contains 43451 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43726 members 
Mstep: Class 12 contains 51271 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 19646 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 32217 members 
Mstep: Class 18 contains 47853 members 
Mstep: Class 19 contains 42104 members 
Mstep: Class 20 contains 3659 members 
Mstep: Class 21 contains 44562 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43848 members 
Mstep: Class 24 contains 20400 members 
Mstep: Class 25 contains 41447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917960.000000 Penalty: 83433.343750
Iteration 144Q: 26 clusters Score -1.26918e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 45651 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45128 members 
Mstep: Class 5 contains 39856 members 
Mstep: Class 6 contains 42381 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43939 members 
Mstep: Class 9 contains 43448 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43687 members 
Mstep: Class 12 contains 51198 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 19666 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 32231 members 
Mstep: Class 18 contains 47874 members 
Mstep: Class 19 contains 42102 members 
Mstep: Class 20 contains 3657 members 
Mstep: Class 21 contains 44516 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43830 members 
Mstep: Class 24 contains 20669 members 
Mstep: Class 25 contains 41439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918072.000000 Penalty: 83433.343750
Iteration 145Q: 26 clusters Score -1.269181e+08 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 45667 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45086 members 
Mstep: Class 5 contains 39786 members 
Mstep: Class 6 contains 42343 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43917 members 
Mstep: Class 9 contains 43427 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43677 members 
Mstep: Class 12 contains 51131 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 19699 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 32255 members 
Mstep: Class 18 contains 47861 members 
Mstep: Class 19 contains 42111 members 
Mstep: Class 20 contains 3643 members 
Mstep: Class 21 contains 44498 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43840 members 
Mstep: Class 24 contains 20921 members 
Mstep: Class 25 contains 41399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918248.000000 Penalty: 83433.343750
Iteration 146Q: 26 clusters Score -1.269182e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 45643 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45057 members 
Mstep: Class 5 contains 39714 members 
Mstep: Class 6 contains 42358 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43870 members 
Mstep: Class 9 contains 43408 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43674 members 
Mstep: Class 12 contains 51026 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 19712 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 32267 members 
Mstep: Class 18 contains 47869 members 
Mstep: Class 19 contains 42111 members 
Mstep: Class 20 contains 3621 members 
Mstep: Class 21 contains 44502 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43829 members 
Mstep: Class 24 contains 21191 members 
Mstep: Class 25 contains 41393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918360.000000 Penalty: 83433.343750
Iteration 147Q: 26 clusters Score -1.269184e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 45653 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45040 members 
Mstep: Class 5 contains 39640 members 
Mstep: Class 6 contains 42367 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43843 members 
Mstep: Class 9 contains 43374 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43683 members 
Mstep: Class 12 contains 50965 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 19738 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 32278 members 
Mstep: Class 18 contains 47872 members 
Mstep: Class 19 contains 42114 members 
Mstep: Class 20 contains 3600 members 
Mstep: Class 21 contains 44428 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43809 members 
Mstep: Class 24 contains 21475 members 
Mstep: Class 25 contains 41357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918312.000000 Penalty: 83433.343750
Iteration 148Q: 26 clusters Score -1.269183e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 45658 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 45031 members 
Mstep: Class 5 contains 39576 members 
Mstep: Class 6 contains 42348 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43834 members 
Mstep: Class 9 contains 43332 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43675 members 
Mstep: Class 12 contains 50888 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 19768 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 32276 members 
Mstep: Class 18 contains 47889 members 
Mstep: Class 19 contains 42126 members 
Mstep: Class 20 contains 3589 members 
Mstep: Class 21 contains 44377 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43747 members 
Mstep: Class 24 contains 21767 members 
Mstep: Class 25 contains 41337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918784.000000 Penalty: 83433.343750
Iteration 149Q: 26 clusters Score -1.269188e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 45635 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44987 members 
Mstep: Class 5 contains 39541 members 
Mstep: Class 6 contains 42354 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43803 members 
Mstep: Class 9 contains 43296 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43697 members 
Mstep: Class 12 contains 50735 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 19780 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 32283 members 
Mstep: Class 18 contains 47903 members 
Mstep: Class 19 contains 42164 members 
Mstep: Class 20 contains 3568 members 
Mstep: Class 21 contains 44368 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43751 members 
Mstep: Class 24 contains 22031 members 
Mstep: Class 25 contains 41323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918952.000000 Penalty: 83433.343750
Iteration 150Q: 26 clusters Score -1.26919e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 45623 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44976 members 
Mstep: Class 5 contains 39516 members 
Mstep: Class 6 contains 42348 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43804 members 
Mstep: Class 9 contains 43254 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43696 members 
Mstep: Class 12 contains 50598 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 19795 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 32290 members 
Mstep: Class 18 contains 47915 members 
Mstep: Class 19 contains 42168 members 
Mstep: Class 20 contains 3547 members 
Mstep: Class 21 contains 44344 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43718 members 
Mstep: Class 24 contains 22296 members 
Mstep: Class 25 contains 41313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919040.000000 Penalty: 83433.343750
Iteration 151Q: 26 clusters Score -1.26919e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 45602 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44944 members 
Mstep: Class 5 contains 39480 members 
Mstep: Class 6 contains 42354 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43773 members 
Mstep: Class 9 contains 43213 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 43682 members 
Mstep: Class 12 contains 50502 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 19832 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 32296 members 
Mstep: Class 18 contains 47879 members 
Mstep: Class 19 contains 42188 members 
Mstep: Class 20 contains 3521 members 
Mstep: Class 21 contains 44281 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43770 members 
Mstep: Class 24 contains 22588 members 
Mstep: Class 25 contains 41281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919376.000000 Penalty: 83433.343750
Iteration 152Q: 26 clusters Score -1.269194e+08 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 45545 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44932 members 
Mstep: Class 5 contains 39440 members 
Mstep: Class 6 contains 42352 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43751 members 
Mstep: Class 9 contains 43179 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43664 members 
Mstep: Class 12 contains 50411 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 19873 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2222 members 
Mstep: Class 17 contains 32303 members 
Mstep: Class 18 contains 47816 members 
Mstep: Class 19 contains 42208 members 
Mstep: Class 20 contains 3497 members 
Mstep: Class 21 contains 44234 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43807 members 
Mstep: Class 24 contains 22892 members 
Mstep: Class 25 contains 41263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919488.000000 Penalty: 83433.343750
Iteration 153Q: 26 clusters Score -1.269195e+08 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 45486 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44913 members 
Mstep: Class 5 contains 39403 members 
Mstep: Class 6 contains 42341 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43746 members 
Mstep: Class 9 contains 43141 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43663 members 
Mstep: Class 12 contains 50299 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 19900 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 32303 members 
Mstep: Class 18 contains 47774 members 
Mstep: Class 19 contains 42235 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 44203 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43801 members 
Mstep: Class 24 contains 23185 members 
Mstep: Class 25 contains 41264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919736.000000 Penalty: 83433.343750
Iteration 154Q: 26 clusters Score -1.269197e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 45461 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44866 members 
Mstep: Class 5 contains 39366 members 
Mstep: Class 6 contains 42327 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43723 members 
Mstep: Class 9 contains 43134 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43660 members 
Mstep: Class 12 contains 50196 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 19943 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 32309 members 
Mstep: Class 18 contains 47757 members 
Mstep: Class 19 contains 42258 members 
Mstep: Class 20 contains 3464 members 
Mstep: Class 21 contains 44155 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43749 members 
Mstep: Class 24 contains 23484 members 
Mstep: Class 25 contains 41239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920384.000000 Penalty: 83433.343750
Iteration 155Q: 26 clusters Score -1.269204e+08 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 45411 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44806 members 
Mstep: Class 5 contains 39327 members 
Mstep: Class 6 contains 42326 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43720 members 
Mstep: Class 9 contains 43130 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43704 members 
Mstep: Class 12 contains 50095 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 19999 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 32322 members 
Mstep: Class 18 contains 47733 members 
Mstep: Class 19 contains 42258 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 44030 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43692 members 
Mstep: Class 24 contains 23851 members 
Mstep: Class 25 contains 41191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921032.000000 Penalty: 83433.343750
Iteration 156Q: 26 clusters Score -1.26921e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 45335 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44774 members 
Mstep: Class 5 contains 39278 members 
Mstep: Class 6 contains 42323 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43713 members 
Mstep: Class 9 contains 43117 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43747 members 
Mstep: Class 12 contains 49973 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 20046 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 32323 members 
Mstep: Class 18 contains 47724 members 
Mstep: Class 19 contains 42246 members 
Mstep: Class 20 contains 3448 members 
Mstep: Class 21 contains 43910 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43674 members 
Mstep: Class 24 contains 24222 members 
Mstep: Class 25 contains 41178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921416.000000 Penalty: 83433.343750
Iteration 157Q: 26 clusters Score -1.269214e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 45270 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44768 members 
Mstep: Class 5 contains 39220 members 
Mstep: Class 6 contains 42306 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43683 members 
Mstep: Class 9 contains 43118 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43779 members 
Mstep: Class 12 contains 49817 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 20110 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 32325 members 
Mstep: Class 18 contains 47667 members 
Mstep: Class 19 contains 42265 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 43855 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43650 members 
Mstep: Class 24 contains 24606 members 
Mstep: Class 25 contains 41149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921312.000000 Penalty: 83433.343750
Iteration 158Q: 26 clusters Score -1.269213e+08 nChanged 2659
Entering ConstructFrom: 
Score: -126921312.000000 Penalty: 83433.343750
Entering ConstructFrom: 
Trying to split cluster 1 (41043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Entering Unmasked Estep 
Score: -7531879.500000 Penalty: 2634.349121
	Iteration 0F: 2 clusters Score -7531880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -7504426.500000 Penalty: 5268.698242
	Iteration 0F: 3 clusters Score -7504426 nChanged 18773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -7514550.500000 Penalty: 5268.698242
	Iteration 1F: 3 clusters Score -7514550 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -7515014.000000 Penalty: 5268.698242
	Iteration 2Q: 3 clusters Score -7515014 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -7515546.500000 Penalty: 5268.698242
	Iteration 3Q: 3 clusters Score -7515546 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -7516179.500000 Penalty: 5268.698242
	Iteration 4Q: 3 clusters Score -7516180 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -7516896.500000 Penalty: 5268.698242
	Iteration 5Q: 3 clusters Score -7516896 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -7517939.500000 Penalty: 5268.698242
	Iteration 6Q: 3 clusters Score -7517940 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -7519106.000000 Penalty: 5268.698242
	Iteration 7Q: 3 clusters Score -7519106 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -7520354.500000 Penalty: 5268.698242
	Iteration 8Q: 3 clusters Score -7520354 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -7521799.500000 Penalty: 5268.698242
	Iteration 9F: 3 clusters Score -7521800 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -7523074.000000 Penalty: 5268.698242
	Iteration 10F: 3 clusters Score -7523074 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -7523945.000000 Penalty: 5268.698242
	Iteration 11Q: 3 clusters Score -7523945 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -7524563.500000 Penalty: 5268.698242
	Iteration 12Q: 3 clusters Score -7524564 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -7524901.000000 Penalty: 5268.698242
	Iteration 13Q: 3 clusters Score -7524901 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -7525091.000000 Penalty: 5268.698242
	Iteration 14Q: 3 clusters Score -7525091 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 29174 members 
Entering Unmasked Estep 
Score: -7525215.500000 Penalty: 5268.698242
	Iteration 15Q: 3 clusters Score -7525216 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -7525325.500000 Penalty: 5268.698242
	Iteration 16Q: 3 clusters Score -7525326 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -7525468.000000 Penalty: 5268.698242
	Iteration 17Q: 3 clusters Score -7525468 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -7525597.500000 Penalty: 5268.698242
	Iteration 18Q: 3 clusters Score -7525598 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -7525764.000000 Penalty: 5268.698242
	Iteration 19Q: 3 clusters Score -7525764 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -7525939.000000 Penalty: 5268.698242
	Iteration 20F: 3 clusters Score -7525939 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -7526090.500000 Penalty: 5268.698242
	Iteration 21Q: 3 clusters Score -7526090 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -7526248.000000 Penalty: 5268.698242
	Iteration 22Q: 3 clusters Score -7526248 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -7526440.000000 Penalty: 5268.698242
	Iteration 23Q: 3 clusters Score -7526440 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -7526606.000000 Penalty: 5268.698242
	Iteration 24Q: 3 clusters Score -7526606 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -7526784.500000 Penalty: 5268.698242
	Iteration 25Q: 3 clusters Score -7526784 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -7526954.500000 Penalty: 5268.698242
	Iteration 26Q: 3 clusters Score -7526954 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -7527162.000000 Penalty: 5268.698242
	Iteration 27Q: 3 clusters Score -7527162 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -7527432.000000 Penalty: 5268.698242
	Iteration 28Q: 3 clusters Score -7527432 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -7527673.500000 Penalty: 5268.698242
	Iteration 29Q: 3 clusters Score -7527674 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -7527913.000000 Penalty: 5268.698242
	Iteration 30Q: 3 clusters Score -7527913 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -7528111.500000 Penalty: 5268.698242
	Iteration 31Q: 3 clusters Score -7528112 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -7528336.500000 Penalty: 5268.698242
	Iteration 32Q: 3 clusters Score -7528336 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -7528524.000000 Penalty: 5268.698242
	Iteration 33Q: 3 clusters Score -7528524 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -7528686.500000 Penalty: 5268.698242
	Iteration 34Q: 3 clusters Score -7528686 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -7528835.500000 Penalty: 5268.698242
	Iteration 35Q: 3 clusters Score -7528836 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -7528957.000000 Penalty: 5268.698242
	Iteration 36Q: 3 clusters Score -7528957 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -7529055.000000 Penalty: 5268.698242
	Iteration 37Q: 3 clusters Score -7529055 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -7529150.000000 Penalty: 5268.698242
	Iteration 38Q: 3 clusters Score -7529150 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -7529232.000000 Penalty: 5268.698242
	Iteration 39Q: 3 clusters Score -7529232 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -7529280.500000 Penalty: 5268.698242
	Iteration 40F: 3 clusters Score -7529280 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -7529338.000000 Penalty: 5268.698242
	Iteration 41Q: 3 clusters Score -7529338 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -7529362.500000 Penalty: 5268.698242
	Iteration 42Q: 3 clusters Score -7529362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -7529389.000000 Penalty: 5268.698242
	Iteration 43Q: 3 clusters Score -7529389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -7529418.000000 Penalty: 5268.698242
	Iteration 44Q: 3 clusters Score -7529418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -7529436.500000 Penalty: 5268.698242
	Iteration 45Q: 3 clusters Score -7529436 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -7529453.000000 Penalty: 5268.698242
	Iteration 46Q: 3 clusters Score -7529453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -7529466.500000 Penalty: 5268.698242
	Iteration 47Q: 3 clusters Score -7529466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -7529475.000000 Penalty: 5268.698242
	Iteration 48Q: 3 clusters Score -7529475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -7529484.000000 Penalty: 5268.698242
	Iteration 49Q: 3 clusters Score -7529484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -7529499.000000 Penalty: 5268.698242
	Iteration 50Q: 3 clusters Score -7529499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -7529499.000000 Penalty: 5268.698242
	Iteration 51Q: 3 clusters Score -7529499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -7529501.500000 Penalty: 5268.698242
	Iteration 52Q: 3 clusters Score -7529502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -7529505.500000 Penalty: 5268.698242
	Iteration 53Q: 3 clusters Score -7529506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -7529509.500000 Penalty: 5268.698242
	Iteration 54Q: 3 clusters Score -7529510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -7529510.500000 Penalty: 5268.698242
	Iteration 55Q: 3 clusters Score -7529510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -7529512.000000 Penalty: 5268.698242
	Iteration 56Q: 3 clusters Score -7529512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -7529517.000000 Penalty: 5268.698242
	Iteration 57Q: 3 clusters Score -7529517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -7529518.000000 Penalty: 5268.698242
	Iteration 58Q: 3 clusters Score -7529518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -7529525.500000 Penalty: 5268.698242
	Iteration 59Q: 3 clusters Score -7529526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -7529524.500000 Penalty: 5268.698242
	Iteration 60F: 3 clusters Score -7529524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -7529526.500000 Penalty: 5268.698242
	Iteration 61Q: 3 clusters Score -7529526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -7529524.500000 Penalty: 5268.698242
	Iteration 62Q: 3 clusters Score -7529524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -7529530.000000 Penalty: 5268.698242
	Iteration 63Q: 3 clusters Score -7529530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -7529537.500000 Penalty: 5268.698242
	Iteration 64Q: 3 clusters Score -7529538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -7529538.000000 Penalty: 5268.698242
	Iteration 65Q: 3 clusters Score -7529538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -7529538.000000 Penalty: 5268.698242
	Iteration 66F: 3 clusters Score -7529538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Entering Unmasked Estep 
Score: -8397138.000000 Penalty: 2658.160156
	Iteration 0F: 2 clusters Score -8397138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -8367678.500000 Penalty: 5316.320312
	Iteration 0F: 3 clusters Score -8367678 nChanged 20872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -8379220.000000 Penalty: 5316.320312
	Iteration 1F: 3 clusters Score -8379220 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -8379730.500000 Penalty: 5316.320312
	Iteration 2Q: 3 clusters Score -8379730 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -8380286.000000 Penalty: 5316.320312
	Iteration 3Q: 3 clusters Score -8380286 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -8380812.500000 Penalty: 5316.320312
	Iteration 4Q: 3 clusters Score -8380812 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -8381596.000000 Penalty: 5316.320312
	Iteration 5Q: 3 clusters Score -8381596 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -8382882.500000 Penalty: 5316.320312
	Iteration 6F: 3 clusters Score -8382882 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -8384819.500000 Penalty: 5316.320312
	Iteration 7F: 3 clusters Score -8384820 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -8387463.000000 Penalty: 5316.320312
	Iteration 8F: 3 clusters Score -8387463 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -8390482.000000 Penalty: 5316.320312
	Iteration 9F: 3 clusters Score -8390482 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -8393013.000000 Penalty: 5316.320312
	Iteration 10F: 3 clusters Score -8393013 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -8394194.000000 Penalty: 5316.320312
	Iteration 11Q: 3 clusters Score -8394194 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -8394573.000000 Penalty: 5316.320312
	Iteration 12Q: 3 clusters Score -8394573 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -8394722.000000 Penalty: 5316.320312
	Iteration 13Q: 3 clusters Score -8394722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -8394794.000000 Penalty: 5316.320312
	Iteration 14Q: 3 clusters Score -8394794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -8394846.000000 Penalty: 5316.320312
	Iteration 15Q: 3 clusters Score -8394846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -8394884.000000 Penalty: 5316.320312
	Iteration 16Q: 3 clusters Score -8394884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -8394899.000000 Penalty: 5316.320312
	Iteration 17Q: 3 clusters Score -8394899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -8394909.000000 Penalty: 5316.320312
	Iteration 18Q: 3 clusters Score -8394909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8394921.000000 Penalty: 5316.320312
	Iteration 19Q: 3 clusters Score -8394921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -8394923.000000 Penalty: 5316.320312
	Iteration 20F: 3 clusters Score -8394923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -8394928.000000 Penalty: 5316.320312
	Iteration 21Q: 3 clusters Score -8394928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -8394931.000000 Penalty: 5316.320312
	Iteration 22Q: 3 clusters Score -8394931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -8394932.000000 Penalty: 5316.320312
	Iteration 23Q: 3 clusters Score -8394932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -8394933.000000 Penalty: 5316.320312
	Iteration 24Q: 3 clusters Score -8394933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -8394933.000000 Penalty: 5316.320312
	Iteration 25F: 3 clusters Score -8394933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -120832.625000 Penalty: 1698.041870
	Iteration 0F: 2 clusters Score -120832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -119143.601562 Penalty: 3396.083740
	Iteration 0F: 3 clusters Score -119143.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -119927.835938 Penalty: 3396.083740
	Iteration 1F: 3 clusters Score -119927.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -120381.210938 Penalty: 3396.083740
	Iteration 2F: 3 clusters Score -120381.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -120639.851562 Penalty: 3396.083740
	Iteration 3F: 3 clusters Score -120639.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120755.687500 Penalty: 3396.083740
	Iteration 4Q: 3 clusters Score -120755.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -120855.109375 Penalty: 3396.083740
	Iteration 5Q: 3 clusters Score -120855.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -120933.226562 Penalty: 3396.083740
	Iteration 6Q: 3 clusters Score -120933.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -121029.195312 Penalty: 3396.083740
	Iteration 7Q: 3 clusters Score -121029.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -121132.398438 Penalty: 3396.083740
	Iteration 8Q: 3 clusters Score -121132.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -121186.859375 Penalty: 3396.083740
	Iteration 9Q: 3 clusters Score -121186.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -121207.453125 Penalty: 3396.083740
	Iteration 10Q: 3 clusters Score -121207.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -121213.164062 Penalty: 3396.083740
	Iteration 11Q: 3 clusters Score -121213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -121215.945312 Penalty: 3396.083740
	Iteration 12Q: 3 clusters Score -121215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121219.765625 Penalty: 3396.083740
	Iteration 13Q: 3 clusters Score -121219.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121226.757812 Penalty: 3396.083740
	Iteration 14Q: 3 clusters Score -121226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -121231.679688 Penalty: 3396.083740
	Iteration 15Q: 3 clusters Score -121231.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -121240.367188 Penalty: 3396.083740
	Iteration 16F: 3 clusters Score -121240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -121272.632812 Penalty: 3396.083740
	Iteration 17Q: 3 clusters Score -121272.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121304.460938 Penalty: 3396.083740
	Iteration 18Q: 3 clusters Score -121304.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -121332.312500 Penalty: 3396.083740
	Iteration 19Q: 3 clusters Score -121332.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -121366.539062 Penalty: 3396.083740
	Iteration 20F: 3 clusters Score -121366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -121385.210938 Penalty: 3396.083740
	Iteration 21Q: 3 clusters Score -121385.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -121405.757812 Penalty: 3396.083740
	Iteration 22Q: 3 clusters Score -121405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -121424.023438 Penalty: 3396.083740
	Iteration 23Q: 3 clusters Score -121424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -121438.429688 Penalty: 3396.083740
	Iteration 24Q: 3 clusters Score -121438.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -121449.070312 Penalty: 3396.083740
	Iteration 25Q: 3 clusters Score -121449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -121451.234375 Penalty: 3396.083740
	Iteration 26Q: 3 clusters Score -121451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -121455.875000 Penalty: 3396.083740
	Iteration 27Q: 3 clusters Score -121455.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -121455.875000 Penalty: 3396.083740
	Iteration 28F: 3 clusters Score -121455.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 45179 members 
Mstep: Class 3 contains 522 members 
Mstep: Class 4 contains 44756 members 
Mstep: Class 5 contains 39171 members 
Mstep: Class 6 contains 42277 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43688 members 
Mstep: Class 9 contains 43092 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43849 members 
Mstep: Class 12 contains 49697 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 20152 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 32334 members 
Mstep: Class 18 contains 47627 members 
Mstep: Class 19 contains 42280 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 43791 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43624 members 
Mstep: Class 24 contains 24965 members 
Mstep: Class 25 contains 41129 members 
Mstep: Class 26 contains 419 members 
Entering Unmasked Estep 
Score: -126920344.000000 Penalty: 86770.679688
Splitting cluster 3 changes total score from -126921312.000000 to -126920344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (44756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Entering Unmasked Estep 
Score: -8181238.500000 Penalty: 2655.827148
	Iteration 0F: 2 clusters Score -8181238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -8151414.500000 Penalty: 5311.654297
	Iteration 0F: 3 clusters Score -8151414 nChanged 20590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -8162766.000000 Penalty: 5311.654297
	Iteration 1F: 3 clusters Score -8162766 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -8163165.500000 Penalty: 5311.654297
	Iteration 2Q: 3 clusters Score -8163166 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -8163583.000000 Penalty: 5311.654297
	Iteration 3Q: 3 clusters Score -8163583 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -8164116.500000 Penalty: 5311.654297
	Iteration 4Q: 3 clusters Score -8164116 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -8164801.000000 Penalty: 5311.654297
	Iteration 5Q: 3 clusters Score -8164801 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -8165907.000000 Penalty: 5311.654297
	Iteration 6Q: 3 clusters Score -8165907 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -8167656.000000 Penalty: 5311.654297
	Iteration 7F: 3 clusters Score -8167656 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -8170194.000000 Penalty: 5311.654297
	Iteration 8F: 3 clusters Score -8170194 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -8173038.500000 Penalty: 5311.654297
	Iteration 9F: 3 clusters Score -8173038 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -8175530.000000 Penalty: 5311.654297
	Iteration 10F: 3 clusters Score -8175530 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -8177243.500000 Penalty: 5311.654297
	Iteration 11Q: 3 clusters Score -8177244 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -8178074.000000 Penalty: 5311.654297
	Iteration 12Q: 3 clusters Score -8178074 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -8178458.500000 Penalty: 5311.654297
	Iteration 13Q: 3 clusters Score -8178458 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -8178647.000000 Penalty: 5311.654297
	Iteration 14Q: 3 clusters Score -8178647 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -8178768.000000 Penalty: 5311.654297
	Iteration 15Q: 3 clusters Score -8178768 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -8178836.000000 Penalty: 5311.654297
	Iteration 16Q: 3 clusters Score -8178836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -8178887.000000 Penalty: 5311.654297
	Iteration 17Q: 3 clusters Score -8178887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -8178915.500000 Penalty: 5311.654297
	Iteration 18Q: 3 clusters Score -8178916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -8178926.500000 Penalty: 5311.654297
	Iteration 19Q: 3 clusters Score -8178926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -8178942.000000 Penalty: 5311.654297
	Iteration 20F: 3 clusters Score -8178942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -8178953.000000 Penalty: 5311.654297
	Iteration 21Q: 3 clusters Score -8178953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -8178966.500000 Penalty: 5311.654297
	Iteration 22Q: 3 clusters Score -8178966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -8178967.000000 Penalty: 5311.654297
	Iteration 23Q: 3 clusters Score -8178967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -8178971.500000 Penalty: 5311.654297
	Iteration 24Q: 3 clusters Score -8178972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -8178972.500000 Penalty: 5311.654297
	Iteration 25Q: 3 clusters Score -8178972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -8178970.000000 Penalty: 5311.654297
	Iteration 26Q: 3 clusters Score -8178970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -8178968.000000 Penalty: 5311.654297
	Iteration 27Q: 3 clusters Score -8178968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -8178968.000000 Penalty: 5311.654297
	Iteration 28F: 3 clusters Score -8178968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Entering Unmasked Estep 
Score: -7223355.500000 Penalty: 2622.771729
	Iteration 0F: 2 clusters Score -7223356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -7197010.000000 Penalty: 5245.543457
	Iteration 0F: 3 clusters Score -7197010 nChanged 17853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -7206646.000000 Penalty: 5245.543457
	Iteration 1F: 3 clusters Score -7206646 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -7207394.000000 Penalty: 5245.543457
	Iteration 2Q: 3 clusters Score -7207394 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -7208329.500000 Penalty: 5245.543457
	Iteration 3Q: 3 clusters Score -7208330 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -7209556.000000 Penalty: 5245.543457
	Iteration 4F: 3 clusters Score -7209556 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -7211028.000000 Penalty: 5245.543457
	Iteration 5F: 3 clusters Score -7211028 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -7212920.000000 Penalty: 5245.543457
	Iteration 6F: 3 clusters Score -7212920 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -7215213.500000 Penalty: 5245.543457
	Iteration 7F: 3 clusters Score -7215214 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -7217667.500000 Penalty: 5245.543457
	Iteration 8F: 3 clusters Score -7217668 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -7219523.500000 Penalty: 5245.543457
	Iteration 9F: 3 clusters Score -7219524 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -7220394.000000 Penalty: 5245.543457
	Iteration 10Q: 3 clusters Score -7220394 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -7220840.000000 Penalty: 5245.543457
	Iteration 11Q: 3 clusters Score -7220840 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -7221094.500000 Penalty: 5245.543457
	Iteration 12Q: 3 clusters Score -7221094 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -7221281.000000 Penalty: 5245.543457
	Iteration 13Q: 3 clusters Score -7221281 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -7221420.500000 Penalty: 5245.543457
	Iteration 14Q: 3 clusters Score -7221420 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -7221505.000000 Penalty: 5245.543457
	Iteration 15Q: 3 clusters Score -7221505 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -7221591.500000 Penalty: 5245.543457
	Iteration 16Q: 3 clusters Score -7221592 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -7221670.500000 Penalty: 5245.543457
	Iteration 17Q: 3 clusters Score -7221670 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -7221770.500000 Penalty: 5245.543457
	Iteration 18Q: 3 clusters Score -7221770 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -7221791.500000 Penalty: 5245.543457
	Iteration 19Q: 3 clusters Score -7221792 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -7221871.500000 Penalty: 5245.543457
	Iteration 20F: 3 clusters Score -7221872 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -7221902.000000 Penalty: 5245.543457
	Iteration 21Q: 3 clusters Score -7221902 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -7221976.000000 Penalty: 5245.543457
	Iteration 22Q: 3 clusters Score -7221976 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -7222030.500000 Penalty: 5245.543457
	Iteration 23Q: 3 clusters Score -7222030 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -7222031.000000 Penalty: 5245.543457
	Iteration 24Q: 3 clusters Score -7222031 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -7222074.000000 Penalty: 5245.543457
	Iteration 25Q: 3 clusters Score -7222074 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -7222082.000000 Penalty: 5245.543457
	Iteration 26Q: 3 clusters Score -7222082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -7222089.000000 Penalty: 5245.543457
	Iteration 27Q: 3 clusters Score -7222089 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -7222100.500000 Penalty: 5245.543457
	Iteration 28Q: 3 clusters Score -7222100 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -7222138.500000 Penalty: 5245.543457
	Iteration 29Q: 3 clusters Score -7222138 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -7222158.000000 Penalty: 5245.543457
	Iteration 30Q: 3 clusters Score -7222158 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -7222186.000000 Penalty: 5245.543457
	Iteration 31Q: 3 clusters Score -7222186 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -7222222.500000 Penalty: 5245.543457
	Iteration 32Q: 3 clusters Score -7222222 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -7222238.000000 Penalty: 5245.543457
	Iteration 33Q: 3 clusters Score -7222238 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -7222255.000000 Penalty: 5245.543457
	Iteration 34Q: 3 clusters Score -7222255 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -7222284.000000 Penalty: 5245.543457
	Iteration 35Q: 3 clusters Score -7222284 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -7222308.500000 Penalty: 5245.543457
	Iteration 36Q: 3 clusters Score -7222308 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -7222338.000000 Penalty: 5245.543457
	Iteration 37Q: 3 clusters Score -7222338 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -7222349.000000 Penalty: 5245.543457
	Iteration 38Q: 3 clusters Score -7222349 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -7222357.000000 Penalty: 5245.543457
	Iteration 39Q: 3 clusters Score -7222357 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -7222372.000000 Penalty: 5245.543457
	Iteration 40F: 3 clusters Score -7222372 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -7222387.000000 Penalty: 5245.543457
	Iteration 41Q: 3 clusters Score -7222387 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -7222399.500000 Penalty: 5245.543457
	Iteration 42Q: 3 clusters Score -7222400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7222419.000000 Penalty: 5245.543457
	Iteration 43Q: 3 clusters Score -7222419 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -7222418.500000 Penalty: 5245.543457
	Iteration 44Q: 3 clusters Score -7222418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -7222424.000000 Penalty: 5245.543457
	Iteration 45Q: 3 clusters Score -7222424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -7222435.500000 Penalty: 5245.543457
	Iteration 46Q: 3 clusters Score -7222436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -7222439.500000 Penalty: 5245.543457
	Iteration 47Q: 3 clusters Score -7222440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -7222449.000000 Penalty: 5245.543457
	Iteration 48Q: 3 clusters Score -7222449 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -7222451.000000 Penalty: 5245.543457
	Iteration 49Q: 3 clusters Score -7222451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -7222457.000000 Penalty: 5245.543457
	Iteration 50Q: 3 clusters Score -7222457 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -7222461.000000 Penalty: 5245.543457
	Iteration 51Q: 3 clusters Score -7222461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7222473.000000 Penalty: 5245.543457
	Iteration 52Q: 3 clusters Score -7222473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -7222486.500000 Penalty: 5245.543457
	Iteration 53Q: 3 clusters Score -7222486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7222469.500000 Penalty: 5245.543457
	Iteration 54Q: 3 clusters Score -7222470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7222477.500000 Penalty: 5245.543457
	Iteration 55Q: 3 clusters Score -7222478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -7222475.500000 Penalty: 5245.543457
	Iteration 56Q: 3 clusters Score -7222476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -7222470.000000 Penalty: 5245.543457
	Iteration 57Q: 3 clusters Score -7222470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -7222484.500000 Penalty: 5245.543457
	Iteration 58Q: 3 clusters Score -7222484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7222484.000000 Penalty: 5245.543457
	Iteration 59Q: 3 clusters Score -7222484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -7222480.500000 Penalty: 5245.543457
	Iteration 60F: 3 clusters Score -7222480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -7222472.000000 Penalty: 5245.543457
	Iteration 61Q: 3 clusters Score -7222472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -7222476.500000 Penalty: 5245.543457
	Iteration 62Q: 3 clusters Score -7222476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -7222482.500000 Penalty: 5245.543457
	Iteration 63Q: 3 clusters Score -7222482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7222486.000000 Penalty: 5245.543457
	Iteration 64Q: 3 clusters Score -7222486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7222482.500000 Penalty: 5245.543457
	Iteration 65Q: 3 clusters Score -7222482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -7222487.000000 Penalty: 5245.543457
	Iteration 66Q: 3 clusters Score -7222487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -7222493.000000 Penalty: 5245.543457
	Iteration 67Q: 3 clusters Score -7222493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7222496.500000 Penalty: 5245.543457
	Iteration 68Q: 3 clusters Score -7222496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -7222498.000000 Penalty: 5245.543457
	Iteration 69Q: 3 clusters Score -7222498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7222503.500000 Penalty: 5245.543457
	Iteration 70Q: 3 clusters Score -7222504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7222501.000000 Penalty: 5245.543457
	Iteration 71Q: 3 clusters Score -7222501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7222504.500000 Penalty: 5245.543457
	Iteration 72Q: 3 clusters Score -7222504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -7222503.500000 Penalty: 5245.543457
	Iteration 73Q: 3 clusters Score -7222504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -7222496.500000 Penalty: 5245.543457
	Iteration 74Q: 3 clusters Score -7222496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -7222498.000000 Penalty: 5245.543457
	Iteration 75Q: 3 clusters Score -7222498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -7222499.000000 Penalty: 5245.543457
	Iteration 76Q: 3 clusters Score -7222499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7222503.000000 Penalty: 5245.543457
	Iteration 77Q: 3 clusters Score -7222503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -7222497.500000 Penalty: 5245.543457
	Iteration 78Q: 3 clusters Score -7222498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7222500.500000 Penalty: 5245.543457
	Iteration 79Q: 3 clusters Score -7222500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7222502.000000 Penalty: 5245.543457
	Iteration 80F: 3 clusters Score -7222502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7222499.500000 Penalty: 5245.543457
	Iteration 81Q: 3 clusters Score -7222500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -7222497.000000 Penalty: 5245.543457
	Iteration 82Q: 3 clusters Score -7222497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -7222497.000000 Penalty: 5245.543457
	Iteration 83F: 3 clusters Score -7222497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Entering Unmasked Estep 
Score: -7771054.500000 Penalty: 2641.695557
	Iteration 0F: 2 clusters Score -7771054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -7742452.500000 Penalty: 5283.391113
	Iteration 0F: 3 clusters Score -7742452 nChanged 19456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -7753154.500000 Penalty: 5283.391113
	Iteration 1F: 3 clusters Score -7753154 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -7753674.000000 Penalty: 5283.391113
	Iteration 2Q: 3 clusters Score -7753674 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -7754179.000000 Penalty: 5283.391113
	Iteration 3Q: 3 clusters Score -7754179 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -7754834.000000 Penalty: 5283.391113
	Iteration 4Q: 3 clusters Score -7754834 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -7755760.000000 Penalty: 5283.391113
	Iteration 5Q: 3 clusters Score -7755760 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -7757251.500000 Penalty: 5283.391113
	Iteration 6F: 3 clusters Score -7757252 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -7759474.000000 Penalty: 5283.391113
	Iteration 7F: 3 clusters Score -7759474 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -7762353.000000 Penalty: 5283.391113
	Iteration 8F: 3 clusters Score -7762353 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -7765172.000000 Penalty: 5283.391113
	Iteration 9F: 3 clusters Score -7765172 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -7767171.500000 Penalty: 5283.391113
	Iteration 10Q: 3 clusters Score -7767172 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -7768378.000000 Penalty: 5283.391113
	Iteration 11Q: 3 clusters Score -7768378 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -7768987.500000 Penalty: 5283.391113
	Iteration 12Q: 3 clusters Score -7768988 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -7769200.500000 Penalty: 5283.391113
	Iteration 13Q: 3 clusters Score -7769200 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -7769279.000000 Penalty: 5283.391113
	Iteration 14Q: 3 clusters Score -7769279 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -7769345.000000 Penalty: 5283.391113
	Iteration 15Q: 3 clusters Score -7769345 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -7769357.500000 Penalty: 5283.391113
	Iteration 16Q: 3 clusters Score -7769358 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -7769359.000000 Penalty: 5283.391113
	Iteration 17Q: 3 clusters Score -7769359 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -7769366.500000 Penalty: 5283.391113
	Iteration 18Q: 3 clusters Score -7769366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -7769371.500000 Penalty: 5283.391113
	Iteration 19Q: 3 clusters Score -7769372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -7769379.500000 Penalty: 5283.391113
	Iteration 20F: 3 clusters Score -7769380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -7769364.500000 Penalty: 5283.391113
	Iteration 21Q: 3 clusters Score -7769364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -7769364.000000 Penalty: 5283.391113
	Iteration 22Q: 3 clusters Score -7769364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -7769359.000000 Penalty: 5283.391113
	Iteration 23Q: 3 clusters Score -7769359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -7769353.500000 Penalty: 5283.391113
	Iteration 24Q: 3 clusters Score -7769354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -7769344.500000 Penalty: 5283.391113
	Iteration 25Q: 3 clusters Score -7769344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -7769352.000000 Penalty: 5283.391113
	Iteration 26Q: 3 clusters Score -7769352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -7769363.500000 Penalty: 5283.391113
	Iteration 27Q: 3 clusters Score -7769364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -7769366.500000 Penalty: 5283.391113
	Iteration 28Q: 3 clusters Score -7769366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -7769366.000000 Penalty: 5283.391113
	Iteration 29Q: 3 clusters Score -7769366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -7769379.500000 Penalty: 5283.391113
	Iteration 30Q: 3 clusters Score -7769380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -7769383.500000 Penalty: 5283.391113
	Iteration 31Q: 3 clusters Score -7769384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -7769390.000000 Penalty: 5283.391113
	Iteration 32Q: 3 clusters Score -7769390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -7769392.000000 Penalty: 5283.391113
	Iteration 33Q: 3 clusters Score -7769392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -7769392.000000 Penalty: 5283.391113
	Iteration 34Q: 3 clusters Score -7769392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -7769393.000000 Penalty: 5283.391113
	Iteration 35Q: 3 clusters Score -7769393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -7769389.500000 Penalty: 5283.391113
	Iteration 36Q: 3 clusters Score -7769390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -7769390.500000 Penalty: 5283.391113
	Iteration 37Q: 3 clusters Score -7769390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -7769390.500000 Penalty: 5283.391113
	Iteration 38F: 3 clusters Score -7769390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -50569.699219 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -50569.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49351.804688 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -49351.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -49664.304688 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -49664.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49789.195312 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -49789.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -50000.617188 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -50000.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -50240.355469 Penalty: 3118.777832
	Iteration 4F: 3 clusters Score -50240.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -50438.742188 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -50438.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -50553.679688 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -50553.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -50616.343750 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -50616.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -50664.867188 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -50664.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -50681.394531 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -50681.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -50687.476562 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -50687.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -50691.355469 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -50691.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -50699.531250 Penalty: 3118.777832
	Iteration 12F: 3 clusters Score -50699.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -50857.992188 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -50857.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -50915.253906 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -50915.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -50925.218750 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -50925.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -50929.574219 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -50929.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -50957.976562 Penalty: 3118.777832
	Iteration 17Q: 3 clusters Score -50957.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -50999.699219 Penalty: 3118.777832
	Iteration 18Q: 3 clusters Score -50999.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -51023.910156 Penalty: 3118.777832
	Iteration 19Q: 3 clusters Score -51023.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -51047.003906 Penalty: 3118.777832
	Iteration 20F: 3 clusters Score -51047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -51176.523438 Penalty: 3118.777832
	Iteration 21Q: 3 clusters Score -51176.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -51341.492188 Penalty: 3118.777832
	Iteration 22Q: 3 clusters Score -51341.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -51423.500000 Penalty: 3118.777832
	Iteration 23Q: 3 clusters Score -51423.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -51464.121094 Penalty: 3118.777832
	Iteration 24Q: 3 clusters Score -51464.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -51478.496094 Penalty: 3118.777832
	Iteration 25Q: 3 clusters Score -51478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -51482.324219 Penalty: 3118.777832
	Iteration 26Q: 3 clusters Score -51482.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -51485.648438 Penalty: 3118.777832
	Iteration 27F: 3 clusters Score -51485.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -51539.585938 Penalty: 3118.777832
	Iteration 28Q: 3 clusters Score -51539.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -51560.875000 Penalty: 3118.777832
	Iteration 29Q: 3 clusters Score -51560.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -51577.074219 Penalty: 3118.777832
	Iteration 30Q: 3 clusters Score -51577.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -51579.773438 Penalty: 3118.777832
	Iteration 31Q: 3 clusters Score -51579.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -51579.773438 Penalty: 3118.777832
	Iteration 32F: 3 clusters Score -51579.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 45179 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44756 members 
Mstep: Class 5 contains 39171 members 
Mstep: Class 6 contains 42277 members 
Mstep: Class 7 contains 152 members 
Mstep: Class 8 contains 43688 members 
Mstep: Class 9 contains 43092 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43849 members 
Mstep: Class 12 contains 49697 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 20152 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 32334 members 
Mstep: Class 18 contains 47627 members 
Mstep: Class 19 contains 42280 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 43791 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43624 members 
Mstep: Class 24 contains 24965 members 
Mstep: Class 25 contains 41129 members 
Mstep: Class 26 contains 386 members 
Entering Unmasked Estep 
Score: -126920560.000000 Penalty: 86770.679688
Splitting cluster 7 changes total score from -126921312.000000 to -126920560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (43688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Entering Unmasked Estep 
Score: -8093276.000000 Penalty: 2649.837646
	Iteration 0F: 2 clusters Score -8093276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -8064316.500000 Penalty: 5299.675293
	Iteration 0F: 3 clusters Score -8064316 nChanged 20080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -8075391.500000 Penalty: 5299.675293
	Iteration 1F: 3 clusters Score -8075392 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -8076034.000000 Penalty: 5299.675293
	Iteration 2Q: 3 clusters Score -8076034 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -8076816.000000 Penalty: 5299.675293
	Iteration 3Q: 3 clusters Score -8076816 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -8077781.500000 Penalty: 5299.675293
	Iteration 4Q: 3 clusters Score -8077782 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -8079314.500000 Penalty: 5299.675293
	Iteration 5F: 3 clusters Score -8079314 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -8081564.000000 Penalty: 5299.675293
	Iteration 6F: 3 clusters Score -8081564 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -8084223.000000 Penalty: 5299.675293
	Iteration 7F: 3 clusters Score -8084223 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -8086895.500000 Penalty: 5299.675293
	Iteration 8F: 3 clusters Score -8086896 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -8088797.500000 Penalty: 5299.675293
	Iteration 9Q: 3 clusters Score -8088798 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -8089925.500000 Penalty: 5299.675293
	Iteration 10Q: 3 clusters Score -8089926 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -8090492.000000 Penalty: 5299.675293
	Iteration 11Q: 3 clusters Score -8090492 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -8090777.000000 Penalty: 5299.675293
	Iteration 12Q: 3 clusters Score -8090777 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -8090969.000000 Penalty: 5299.675293
	Iteration 13Q: 3 clusters Score -8090969 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -8091023.500000 Penalty: 5299.675293
	Iteration 14Q: 3 clusters Score -8091024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -8091064.000000 Penalty: 5299.675293
	Iteration 15Q: 3 clusters Score -8091064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -8091097.500000 Penalty: 5299.675293
	Iteration 16Q: 3 clusters Score -8091098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -8091107.000000 Penalty: 5299.675293
	Iteration 17Q: 3 clusters Score -8091107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8091123.000000 Penalty: 5299.675293
	Iteration 18Q: 3 clusters Score -8091123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -8091128.500000 Penalty: 5299.675293
	Iteration 19Q: 3 clusters Score -8091128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -8091151.500000 Penalty: 5299.675293
	Iteration 20F: 3 clusters Score -8091152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -8091159.000000 Penalty: 5299.675293
	Iteration 21Q: 3 clusters Score -8091159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -8091155.000000 Penalty: 5299.675293
	Iteration 22Q: 3 clusters Score -8091155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -8091173.500000 Penalty: 5299.675293
	Iteration 23Q: 3 clusters Score -8091174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8091170.500000 Penalty: 5299.675293
	Iteration 24Q: 3 clusters Score -8091170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -8091178.000000 Penalty: 5299.675293
	Iteration 25Q: 3 clusters Score -8091178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -8091190.500000 Penalty: 5299.675293
	Iteration 26Q: 3 clusters Score -8091190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -8091193.500000 Penalty: 5299.675293
	Iteration 27Q: 3 clusters Score -8091194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -8091190.500000 Penalty: 5299.675293
	Iteration 28Q: 3 clusters Score -8091190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -8091200.000000 Penalty: 5299.675293
	Iteration 29Q: 3 clusters Score -8091200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -8091199.000000 Penalty: 5299.675293
	Iteration 30Q: 3 clusters Score -8091199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -8091204.500000 Penalty: 5299.675293
	Iteration 31Q: 3 clusters Score -8091204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8091201.000000 Penalty: 5299.675293
	Iteration 32Q: 3 clusters Score -8091201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -8091196.500000 Penalty: 5299.675293
	Iteration 33Q: 3 clusters Score -8091196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -8091203.500000 Penalty: 5299.675293
	Iteration 34Q: 3 clusters Score -8091204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -8091208.500000 Penalty: 5299.675293
	Iteration 35Q: 3 clusters Score -8091208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -8091208.500000 Penalty: 5299.675293
	Iteration 36F: 3 clusters Score -8091208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Entering Unmasked Estep 
Score: -7968572.000000 Penalty: 2646.431152
	Iteration 0F: 2 clusters Score -7968572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -7939948.500000 Penalty: 5292.862305
	Iteration 0F: 3 clusters Score -7939948 nChanged 19602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -7950631.500000 Penalty: 5292.862305
	Iteration 1F: 3 clusters Score -7950632 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -7951159.500000 Penalty: 5292.862305
	Iteration 2Q: 3 clusters Score -7951160 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -7951760.500000 Penalty: 5292.862305
	Iteration 3Q: 3 clusters Score -7951760 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -7952447.500000 Penalty: 5292.862305
	Iteration 4Q: 3 clusters Score -7952448 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -7953449.500000 Penalty: 5292.862305
	Iteration 5Q: 3 clusters Score -7953450 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -7954952.000000 Penalty: 5292.862305
	Iteration 6F: 3 clusters Score -7954952 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -7957127.500000 Penalty: 5292.862305
	Iteration 7F: 3 clusters Score -7957128 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -7959701.500000 Penalty: 5292.862305
	Iteration 8F: 3 clusters Score -7959702 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -7962057.000000 Penalty: 5292.862305
	Iteration 9F: 3 clusters Score -7962057 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -7963886.000000 Penalty: 5292.862305
	Iteration 10Q: 3 clusters Score -7963886 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -7965112.500000 Penalty: 5292.862305
	Iteration 11Q: 3 clusters Score -7965112 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -7965848.000000 Penalty: 5292.862305
	Iteration 12Q: 3 clusters Score -7965848 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -7966139.000000 Penalty: 5292.862305
	Iteration 13Q: 3 clusters Score -7966139 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -7966299.500000 Penalty: 5292.862305
	Iteration 14Q: 3 clusters Score -7966300 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -7966365.500000 Penalty: 5292.862305
	Iteration 15Q: 3 clusters Score -7966366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -7966410.500000 Penalty: 5292.862305
	Iteration 16Q: 3 clusters Score -7966410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -7966449.000000 Penalty: 5292.862305
	Iteration 17Q: 3 clusters Score -7966449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -7966474.000000 Penalty: 5292.862305
	Iteration 18Q: 3 clusters Score -7966474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -7966485.000000 Penalty: 5292.862305
	Iteration 19Q: 3 clusters Score -7966485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -7966497.000000 Penalty: 5292.862305
	Iteration 20F: 3 clusters Score -7966497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -7966503.500000 Penalty: 5292.862305
	Iteration 21Q: 3 clusters Score -7966504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -7966514.000000 Penalty: 5292.862305
	Iteration 22Q: 3 clusters Score -7966514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -7966519.000000 Penalty: 5292.862305
	Iteration 23Q: 3 clusters Score -7966519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -7966512.000000 Penalty: 5292.862305
	Iteration 24Q: 3 clusters Score -7966512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -7966515.500000 Penalty: 5292.862305
	Iteration 25Q: 3 clusters Score -7966516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -7966515.000000 Penalty: 5292.862305
	Iteration 26Q: 3 clusters Score -7966515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -7966514.500000 Penalty: 5292.862305
	Iteration 27Q: 3 clusters Score -7966514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -7966516.500000 Penalty: 5292.862305
	Iteration 28Q: 3 clusters Score -7966516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -7966521.500000 Penalty: 5292.862305
	Iteration 29Q: 3 clusters Score -7966522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -7966524.000000 Penalty: 5292.862305
	Iteration 30Q: 3 clusters Score -7966524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -7966525.000000 Penalty: 5292.862305
	Iteration 31Q: 3 clusters Score -7966525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -7966531.000000 Penalty: 5292.862305
	Iteration 32Q: 3 clusters Score -7966531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -7966532.500000 Penalty: 5292.862305
	Iteration 33Q: 3 clusters Score -7966532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -7966527.500000 Penalty: 5292.862305
	Iteration 34Q: 3 clusters Score -7966528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -7966527.500000 Penalty: 5292.862305
	Iteration 35F: 3 clusters Score -7966528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -82320.468750 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -82320.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -80897.898438 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -80897.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -81177.828125 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -81177.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -81281.976562 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -81281.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -81352.648438 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -81352.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81406.570312 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -81406.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -81475.312500 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -81475.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -81559.914062 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -81559.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -81600.070312 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -81600.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81635.492188 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -81635.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -81677.195312 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -81677.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81734.640625 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -81734.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81762.843750 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -81762.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81779.046875 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -81779.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -81799.195312 Penalty: 3097.106689
	Iteration 13Q: 3 clusters Score -81799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81814.125000 Penalty: 3097.106689
	Iteration 14Q: 3 clusters Score -81814.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81827.070312 Penalty: 3097.106689
	Iteration 15Q: 3 clusters Score -81827.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -81831.023438 Penalty: 3097.106689
	Iteration 16Q: 3 clusters Score -81831.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81841.398438 Penalty: 3097.106689
	Iteration 17Q: 3 clusters Score -81841.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81842.125000 Penalty: 3097.106689
	Iteration 18F: 3 clusters Score -81842.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81849.093750 Penalty: 3097.106689
	Iteration 19Q: 3 clusters Score -81849.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81857.320312 Penalty: 3097.106689
	Iteration 20F: 3 clusters Score -81857.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Entering Unmasked Estep 
Score: -8177676.000000 Penalty: 2650.749756
	Iteration 0F: 2 clusters Score -8177676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -8149024.000000 Penalty: 5301.499512
	Iteration 0F: 3 clusters Score -8149024 nChanged 20107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -8160071.000000 Penalty: 5301.499512
	Iteration 1F: 3 clusters Score -8160071 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -8160691.000000 Penalty: 5301.499512
	Iteration 2Q: 3 clusters Score -8160691 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -8161367.500000 Penalty: 5301.499512
	Iteration 3Q: 3 clusters Score -8161368 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -8162104.500000 Penalty: 5301.499512
	Iteration 4Q: 3 clusters Score -8162104 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -8163076.000000 Penalty: 5301.499512
	Iteration 5Q: 3 clusters Score -8163076 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -8164498.000000 Penalty: 5301.499512
	Iteration 6F: 3 clusters Score -8164498 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -8166242.000000 Penalty: 5301.499512
	Iteration 7F: 3 clusters Score -8166242 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -8168170.000000 Penalty: 5301.499512
	Iteration 8F: 3 clusters Score -8168170 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -8170220.000000 Penalty: 5301.499512
	Iteration 9F: 3 clusters Score -8170220 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -8171918.000000 Penalty: 5301.499512
	Iteration 10Q: 3 clusters Score -8171918 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -8173239.000000 Penalty: 5301.499512
	Iteration 11Q: 3 clusters Score -8173239 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -8174081.500000 Penalty: 5301.499512
	Iteration 12Q: 3 clusters Score -8174082 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -8174637.000000 Penalty: 5301.499512
	Iteration 13Q: 3 clusters Score -8174637 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -8174949.000000 Penalty: 5301.499512
	Iteration 14Q: 3 clusters Score -8174949 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -8175142.000000 Penalty: 5301.499512
	Iteration 15Q: 3 clusters Score -8175142 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -8175204.000000 Penalty: 5301.499512
	Iteration 16Q: 3 clusters Score -8175204 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -8175267.500000 Penalty: 5301.499512
	Iteration 17Q: 3 clusters Score -8175268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -8175319.500000 Penalty: 5301.499512
	Iteration 18Q: 3 clusters Score -8175320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8175351.000000 Penalty: 5301.499512
	Iteration 19Q: 3 clusters Score -8175351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -8175381.500000 Penalty: 5301.499512
	Iteration 20F: 3 clusters Score -8175382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -8175397.500000 Penalty: 5301.499512
	Iteration 21Q: 3 clusters Score -8175398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -8175407.500000 Penalty: 5301.499512
	Iteration 22Q: 3 clusters Score -8175408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -8175410.500000 Penalty: 5301.499512
	Iteration 23Q: 3 clusters Score -8175410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -8175409.000000 Penalty: 5301.499512
	Iteration 24Q: 3 clusters Score -8175409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -8175414.500000 Penalty: 5301.499512
	Iteration 25Q: 3 clusters Score -8175414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -8175426.500000 Penalty: 5301.499512
	Iteration 26Q: 3 clusters Score -8175426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -8175430.500000 Penalty: 5301.499512
	Iteration 27Q: 3 clusters Score -8175430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -8175444.000000 Penalty: 5301.499512
	Iteration 28Q: 3 clusters Score -8175444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -8175450.500000 Penalty: 5301.499512
	Iteration 29Q: 3 clusters Score -8175450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -8175452.000000 Penalty: 5301.499512
	Iteration 30Q: 3 clusters Score -8175452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -8175463.500000 Penalty: 5301.499512
	Iteration 31Q: 3 clusters Score -8175464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -8175469.500000 Penalty: 5301.499512
	Iteration 32Q: 3 clusters Score -8175470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -8175477.500000 Penalty: 5301.499512
	Iteration 33Q: 3 clusters Score -8175478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -8175482.500000 Penalty: 5301.499512
	Iteration 34Q: 3 clusters Score -8175482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -8175476.000000 Penalty: 5301.499512
	Iteration 35Q: 3 clusters Score -8175476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -8175479.000000 Penalty: 5301.499512
	Iteration 36Q: 3 clusters Score -8175479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -8175479.500000 Penalty: 5301.499512
	Iteration 37Q: 3 clusters Score -8175480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -8175479.500000 Penalty: 5301.499512
	Iteration 38F: 3 clusters Score -8175480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Entering Unmasked Estep 
Score: -9329858.000000 Penalty: 2681.797607
	Iteration 0F: 2 clusters Score -9329858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -9301445.000000 Penalty: 5363.595215
	Iteration 0F: 3 clusters Score -9301445 nChanged 23073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -9314226.000000 Penalty: 5363.595215
	Iteration 1F: 3 clusters Score -9314226 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -9314813.000000 Penalty: 5363.595215
	Iteration 2Q: 3 clusters Score -9314813 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -9315398.000000 Penalty: 5363.595215
	Iteration 3Q: 3 clusters Score -9315398 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -9316065.000000 Penalty: 5363.595215
	Iteration 4Q: 3 clusters Score -9316065 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -9316892.000000 Penalty: 5363.595215
	Iteration 5Q: 3 clusters Score -9316892 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -9317970.000000 Penalty: 5363.595215
	Iteration 6Q: 3 clusters Score -9317970 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -9319506.000000 Penalty: 5363.595215
	Iteration 7F: 3 clusters Score -9319506 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -9321686.000000 Penalty: 5363.595215
	Iteration 8F: 3 clusters Score -9321686 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -9323911.000000 Penalty: 5363.595215
	Iteration 9F: 3 clusters Score -9323911 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -9325279.000000 Penalty: 5363.595215
	Iteration 10F: 3 clusters Score -9325279 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -9325949.000000 Penalty: 5363.595215
	Iteration 11Q: 3 clusters Score -9325949 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -9326264.000000 Penalty: 5363.595215
	Iteration 12Q: 3 clusters Score -9326264 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -9326563.000000 Penalty: 5363.595215
	Iteration 13Q: 3 clusters Score -9326563 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -9326818.000000 Penalty: 5363.595215
	Iteration 14Q: 3 clusters Score -9326818 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -9327053.000000 Penalty: 5363.595215
	Iteration 15Q: 3 clusters Score -9327053 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -9327253.000000 Penalty: 5363.595215
	Iteration 16Q: 3 clusters Score -9327253 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -9327447.000000 Penalty: 5363.595215
	Iteration 17Q: 3 clusters Score -9327447 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -9327567.000000 Penalty: 5363.595215
	Iteration 18Q: 3 clusters Score -9327567 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -9327719.000000 Penalty: 5363.595215
	Iteration 19Q: 3 clusters Score -9327719 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -9327885.000000 Penalty: 5363.595215
	Iteration 20F: 3 clusters Score -9327885 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -9328032.000000 Penalty: 5363.595215
	Iteration 21Q: 3 clusters Score -9328032 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -9328116.000000 Penalty: 5363.595215
	Iteration 22Q: 3 clusters Score -9328116 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -9328192.000000 Penalty: 5363.595215
	Iteration 23Q: 3 clusters Score -9328192 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -9328268.000000 Penalty: 5363.595215
	Iteration 24Q: 3 clusters Score -9328268 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -9328343.000000 Penalty: 5363.595215
	Iteration 25Q: 3 clusters Score -9328343 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -9328423.000000 Penalty: 5363.595215
	Iteration 26Q: 3 clusters Score -9328423 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -9328458.000000 Penalty: 5363.595215
	Iteration 27Q: 3 clusters Score -9328458 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -9328490.000000 Penalty: 5363.595215
	Iteration 28Q: 3 clusters Score -9328490 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -9328547.000000 Penalty: 5363.595215
	Iteration 29Q: 3 clusters Score -9328547 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -9328577.000000 Penalty: 5363.595215
	Iteration 30Q: 3 clusters Score -9328577 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -9328597.000000 Penalty: 5363.595215
	Iteration 31Q: 3 clusters Score -9328597 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -9328603.000000 Penalty: 5363.595215
	Iteration 32Q: 3 clusters Score -9328603 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -9328628.000000 Penalty: 5363.595215
	Iteration 33Q: 3 clusters Score -9328628 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -9328615.000000 Penalty: 5363.595215
	Iteration 34Q: 3 clusters Score -9328615 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -9328621.000000 Penalty: 5363.595215
	Iteration 35Q: 3 clusters Score -9328621 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -9328612.000000 Penalty: 5363.595215
	Iteration 36Q: 3 clusters Score -9328612 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -9328647.000000 Penalty: 5363.595215
	Iteration 37Q: 3 clusters Score -9328647 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -9328679.000000 Penalty: 5363.595215
	Iteration 38Q: 3 clusters Score -9328679 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -9328698.000000 Penalty: 5363.595215
	Iteration 39Q: 3 clusters Score -9328698 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -9328714.000000 Penalty: 5363.595215
	Iteration 40F: 3 clusters Score -9328714 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -9328730.000000 Penalty: 5363.595215
	Iteration 41Q: 3 clusters Score -9328730 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -9328741.000000 Penalty: 5363.595215
	Iteration 42Q: 3 clusters Score -9328741 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -9328741.000000 Penalty: 5363.595215
	Iteration 43Q: 3 clusters Score -9328741 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -9328735.000000 Penalty: 5363.595215
	Iteration 44Q: 3 clusters Score -9328735 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -9328774.000000 Penalty: 5363.595215
	Iteration 45Q: 3 clusters Score -9328774 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -9328826.000000 Penalty: 5363.595215
	Iteration 46Q: 3 clusters Score -9328826 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -9328831.000000 Penalty: 5363.595215
	Iteration 47Q: 3 clusters Score -9328831 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -9328830.000000 Penalty: 5363.595215
	Iteration 48Q: 3 clusters Score -9328830 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -9328814.000000 Penalty: 5363.595215
	Iteration 49Q: 3 clusters Score -9328814 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -9328821.000000 Penalty: 5363.595215
	Iteration 50Q: 3 clusters Score -9328821 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -9328805.000000 Penalty: 5363.595215
	Iteration 51Q: 3 clusters Score -9328805 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -9328808.000000 Penalty: 5363.595215
	Iteration 52Q: 3 clusters Score -9328808 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -9328837.000000 Penalty: 5363.595215
	Iteration 53Q: 3 clusters Score -9328837 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -9328840.000000 Penalty: 5363.595215
	Iteration 54Q: 3 clusters Score -9328840 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -9328850.000000 Penalty: 5363.595215
	Iteration 55Q: 3 clusters Score -9328850 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -9328860.000000 Penalty: 5363.595215
	Iteration 56Q: 3 clusters Score -9328860 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -9328868.000000 Penalty: 5363.595215
	Iteration 57Q: 3 clusters Score -9328868 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -9328876.000000 Penalty: 5363.595215
	Iteration 58Q: 3 clusters Score -9328876 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -9328894.000000 Penalty: 5363.595215
	Iteration 59Q: 3 clusters Score -9328894 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -9328884.000000 Penalty: 5363.595215
	Iteration 60F: 3 clusters Score -9328884 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -9328898.000000 Penalty: 5363.595215
	Iteration 61Q: 3 clusters Score -9328898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -9328880.000000 Penalty: 5363.595215
	Iteration 62Q: 3 clusters Score -9328880 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -9328885.000000 Penalty: 5363.595215
	Iteration 63Q: 3 clusters Score -9328885 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -9328884.000000 Penalty: 5363.595215
	Iteration 64Q: 3 clusters Score -9328884 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -9328884.000000 Penalty: 5363.595215
	Iteration 65Q: 3 clusters Score -9328884 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -9328882.000000 Penalty: 5363.595215
	Iteration 66Q: 3 clusters Score -9328882 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -9328880.000000 Penalty: 5363.595215
	Iteration 67Q: 3 clusters Score -9328880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -9328897.000000 Penalty: 5363.595215
	Iteration 68Q: 3 clusters Score -9328897 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -9328884.000000 Penalty: 5363.595215
	Iteration 69Q: 3 clusters Score -9328884 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -9328894.000000 Penalty: 5363.595215
	Iteration 70Q: 3 clusters Score -9328894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -9328919.000000 Penalty: 5363.595215
	Iteration 71Q: 3 clusters Score -9328919 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -9328930.000000 Penalty: 5363.595215
	Iteration 72Q: 3 clusters Score -9328930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -9328923.000000 Penalty: 5363.595215
	Iteration 73Q: 3 clusters Score -9328923 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -9328940.000000 Penalty: 5363.595215
	Iteration 74Q: 3 clusters Score -9328940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -9328961.000000 Penalty: 5363.595215
	Iteration 75Q: 3 clusters Score -9328961 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -9328970.000000 Penalty: 5363.595215
	Iteration 76Q: 3 clusters Score -9328970 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -9328965.000000 Penalty: 5363.595215
	Iteration 77Q: 3 clusters Score -9328965 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -9328967.000000 Penalty: 5363.595215
	Iteration 78Q: 3 clusters Score -9328967 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -9328964.000000 Penalty: 5363.595215
	Iteration 79Q: 3 clusters Score -9328964 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -9328977.000000 Penalty: 5363.595215
	Iteration 80F: 3 clusters Score -9328977 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -9328992.000000 Penalty: 5363.595215
	Iteration 81Q: 3 clusters Score -9328992 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -9328997.000000 Penalty: 5363.595215
	Iteration 82Q: 3 clusters Score -9328997 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -9329007.000000 Penalty: 5363.595215
	Iteration 83Q: 3 clusters Score -9329007 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -9329022.000000 Penalty: 5363.595215
	Iteration 84Q: 3 clusters Score -9329022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -9328999.000000 Penalty: 5363.595215
	Iteration 85Q: 3 clusters Score -9328999 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -9328991.000000 Penalty: 5363.595215
	Iteration 86Q: 3 clusters Score -9328991 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -9329014.000000 Penalty: 5363.595215
	Iteration 87Q: 3 clusters Score -9329014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -9329008.000000 Penalty: 5363.595215
	Iteration 88Q: 3 clusters Score -9329008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -9329014.000000 Penalty: 5363.595215
	Iteration 89Q: 3 clusters Score -9329014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -9329027.000000 Penalty: 5363.595215
	Iteration 90Q: 3 clusters Score -9329027 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -9329040.000000 Penalty: 5363.595215
	Iteration 91Q: 3 clusters Score -9329040 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -9329032.000000 Penalty: 5363.595215
	Iteration 92Q: 3 clusters Score -9329032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -9329038.000000 Penalty: 5363.595215
	Iteration 93Q: 3 clusters Score -9329038 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -9329052.000000 Penalty: 5363.595215
	Iteration 94Q: 3 clusters Score -9329052 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -9329046.000000 Penalty: 5363.595215
	Iteration 95Q: 3 clusters Score -9329046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -9329042.000000 Penalty: 5363.595215
	Iteration 96Q: 3 clusters Score -9329042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -9329065.000000 Penalty: 5363.595215
	Iteration 97Q: 3 clusters Score -9329065 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -9329057.000000 Penalty: 5363.595215
	Iteration 98Q: 3 clusters Score -9329057 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -9329050.000000 Penalty: 5363.595215
	Iteration 99Q: 3 clusters Score -9329050 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -9329038.000000 Penalty: 5363.595215
	Iteration 100F: 3 clusters Score -9329038 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -9329033.000000 Penalty: 5363.595215
	Iteration 101Q: 3 clusters Score -9329033 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -9329055.000000 Penalty: 5363.595215
	Iteration 102Q: 3 clusters Score -9329055 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -9329078.000000 Penalty: 5363.595215
	Iteration 103Q: 3 clusters Score -9329078 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -9329083.000000 Penalty: 5363.595215
	Iteration 104Q: 3 clusters Score -9329083 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -9329078.000000 Penalty: 5363.595215
	Iteration 105Q: 3 clusters Score -9329078 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -9329079.000000 Penalty: 5363.595215
	Iteration 106Q: 3 clusters Score -9329079 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -9329084.000000 Penalty: 5363.595215
	Iteration 107Q: 3 clusters Score -9329084 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -9329080.000000 Penalty: 5363.595215
	Iteration 108Q: 3 clusters Score -9329080 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -9329088.000000 Penalty: 5363.595215
	Iteration 109Q: 3 clusters Score -9329088 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -9329103.000000 Penalty: 5363.595215
	Iteration 110Q: 3 clusters Score -9329103 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -9329109.000000 Penalty: 5363.595215
	Iteration 111Q: 3 clusters Score -9329109 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9329109 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -9329146.000000 Penalty: 5363.595215
	Iteration 113Q: 3 clusters Score -9329146 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -9329157.000000 Penalty: 5363.595215
	Iteration 114Q: 3 clusters Score -9329157 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -9329181.000000 Penalty: 5363.595215
	Iteration 115Q: 3 clusters Score -9329181 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -9329225.000000 Penalty: 5363.595215
	Iteration 116Q: 3 clusters Score -9329225 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -9329244.000000 Penalty: 5363.595215
	Iteration 117Q: 3 clusters Score -9329244 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -9329261.000000 Penalty: 5363.595215
	Iteration 118Q: 3 clusters Score -9329261 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -9329277.000000 Penalty: 5363.595215
	Iteration 119Q: 3 clusters Score -9329277 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -9329283.000000 Penalty: 5363.595215
	Iteration 120F: 3 clusters Score -9329283 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -9329294.000000 Penalty: 5363.595215
	Iteration 121Q: 3 clusters Score -9329294 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -9329286.000000 Penalty: 5363.595215
	Iteration 122Q: 3 clusters Score -9329286 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -9329304.000000 Penalty: 5363.595215
	Iteration 123Q: 3 clusters Score -9329304 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -9329337.000000 Penalty: 5363.595215
	Iteration 124Q: 3 clusters Score -9329337 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -9329378.000000 Penalty: 5363.595215
	Iteration 125Q: 3 clusters Score -9329378 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -9329368.000000 Penalty: 5363.595215
	Iteration 126Q: 3 clusters Score -9329368 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -9329396.000000 Penalty: 5363.595215
	Iteration 127Q: 3 clusters Score -9329396 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -9329388.000000 Penalty: 5363.595215
	Iteration 128Q: 3 clusters Score -9329388 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -9329372.000000 Penalty: 5363.595215
	Iteration 129Q: 3 clusters Score -9329372 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -9329396.000000 Penalty: 5363.595215
	Iteration 130Q: 3 clusters Score -9329396 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -9329405.000000 Penalty: 5363.595215
	Iteration 131Q: 3 clusters Score -9329405 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -9329439.000000 Penalty: 5363.595215
	Iteration 132Q: 3 clusters Score -9329439 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -9329440.000000 Penalty: 5363.595215
	Iteration 133Q: 3 clusters Score -9329440 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -9329452.000000 Penalty: 5363.595215
	Iteration 134Q: 3 clusters Score -9329452 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -9329480.000000 Penalty: 5363.595215
	Iteration 135Q: 3 clusters Score -9329480 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -9329497.000000 Penalty: 5363.595215
	Iteration 136Q: 3 clusters Score -9329497 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -9329500.000000 Penalty: 5363.595215
	Iteration 137Q: 3 clusters Score -9329500 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -9329506.000000 Penalty: 5363.595215
	Iteration 138Q: 3 clusters Score -9329506 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -9329532.000000 Penalty: 5363.595215
	Iteration 139Q: 3 clusters Score -9329532 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -9329552.000000 Penalty: 5363.595215
	Iteration 140F: 3 clusters Score -9329552 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -9329576.000000 Penalty: 5363.595215
	Iteration 141Q: 3 clusters Score -9329576 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -9329592.000000 Penalty: 5363.595215
	Iteration 142Q: 3 clusters Score -9329592 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -9329641.000000 Penalty: 5363.595215
	Iteration 143Q: 3 clusters Score -9329641 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -9329644.000000 Penalty: 5363.595215
	Iteration 144Q: 3 clusters Score -9329644 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -9329653.000000 Penalty: 5363.595215
	Iteration 145Q: 3 clusters Score -9329653 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -9329657.000000 Penalty: 5363.595215
	Iteration 146Q: 3 clusters Score -9329657 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -9329670.000000 Penalty: 5363.595215
	Iteration 147Q: 3 clusters Score -9329670 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -9329676.000000 Penalty: 5363.595215
	Iteration 148Q: 3 clusters Score -9329676 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -9329721.000000 Penalty: 5363.595215
	Iteration 149Q: 3 clusters Score -9329721 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -9329732.000000 Penalty: 5363.595215
	Iteration 150Q: 3 clusters Score -9329732 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -9329762.000000 Penalty: 5363.595215
	Iteration 151Q: 3 clusters Score -9329762 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -9329809.000000 Penalty: 5363.595215
	Iteration 152Q: 3 clusters Score -9329809 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -9329836.000000 Penalty: 5363.595215
	Iteration 153Q: 3 clusters Score -9329836 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -9329843.000000 Penalty: 5363.595215
	Iteration 154Q: 3 clusters Score -9329843 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -9329878.000000 Penalty: 5363.595215
	Iteration 155Q: 3 clusters Score -9329878 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -9329890.000000 Penalty: 5363.595215
	Iteration 156Q: 3 clusters Score -9329890 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -9329896.000000 Penalty: 5363.595215
	Iteration 157Q: 3 clusters Score -9329896 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -9329897.000000 Penalty: 5363.595215
	Iteration 158Q: 3 clusters Score -9329897 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -9329896.000000 Penalty: 5363.595215
	Iteration 159Q: 3 clusters Score -9329896 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -9329905.000000 Penalty: 5363.595215
	Iteration 160F: 3 clusters Score -9329905 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -9329878.000000 Penalty: 5363.595215
	Iteration 161Q: 3 clusters Score -9329878 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -9329906.000000 Penalty: 5363.595215
	Iteration 162Q: 3 clusters Score -9329906 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -9329915.000000 Penalty: 5363.595215
	Iteration 163Q: 3 clusters Score -9329915 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -9329904.000000 Penalty: 5363.595215
	Iteration 164Q: 3 clusters Score -9329904 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -9329884.000000 Penalty: 5363.595215
	Iteration 165Q: 3 clusters Score -9329884 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -9329911.000000 Penalty: 5363.595215
	Iteration 166Q: 3 clusters Score -9329911 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -9329922.000000 Penalty: 5363.595215
	Iteration 167Q: 3 clusters Score -9329922 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -9329898.000000 Penalty: 5363.595215
	Iteration 168Q: 3 clusters Score -9329898 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -9329878.000000 Penalty: 5363.595215
	Iteration 169Q: 3 clusters Score -9329878 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -9329851.000000 Penalty: 5363.595215
	Iteration 170Q: 3 clusters Score -9329851 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -9329844.000000 Penalty: 5363.595215
	Iteration 171Q: 3 clusters Score -9329844 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -9329850.000000 Penalty: 5363.595215
	Iteration 172Q: 3 clusters Score -9329850 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 45253 members 
Entering Unmasked Estep 
Score: -9329815.000000 Penalty: 5363.595215
	Iteration 173Q: 3 clusters Score -9329815 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -9329811.000000 Penalty: 5363.595215
	Iteration 174Q: 3 clusters Score -9329811 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -9329771.000000 Penalty: 5363.595215
	Iteration 175Q: 3 clusters Score -9329771 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -9329735.000000 Penalty: 5363.595215
	Iteration 176Q: 3 clusters Score -9329735 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -9329706.000000 Penalty: 5363.595215
	Iteration 177Q: 3 clusters Score -9329706 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -9329671.000000 Penalty: 5363.595215
	Iteration 178Q: 3 clusters Score -9329671 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -9329648.000000 Penalty: 5363.595215
	Iteration 179Q: 3 clusters Score -9329648 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -9329602.000000 Penalty: 5363.595215
	Iteration 180F: 3 clusters Score -9329602 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -9329533.000000 Penalty: 5363.595215
	Iteration 181Q: 3 clusters Score -9329533 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -9329487.000000 Penalty: 5363.595215
	Iteration 182Q: 3 clusters Score -9329487 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -9329447.000000 Penalty: 5363.595215
	Iteration 183Q: 3 clusters Score -9329447 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -9329398.000000 Penalty: 5363.595215
	Iteration 184Q: 3 clusters Score -9329398 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -9329343.000000 Penalty: 5363.595215
	Iteration 185Q: 3 clusters Score -9329343 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -9329266.000000 Penalty: 5363.595215
	Iteration 186Q: 3 clusters Score -9329266 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -9329213.000000 Penalty: 5363.595215
	Iteration 187Q: 3 clusters Score -9329213 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -9329137.000000 Penalty: 5363.595215
	Iteration 188Q: 3 clusters Score -9329137 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -9329066.000000 Penalty: 5363.595215
	Iteration 189Q: 3 clusters Score -9329066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -9329017.000000 Penalty: 5363.595215
	Iteration 190Q: 3 clusters Score -9329017 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -9328943.000000 Penalty: 5363.595215
	Iteration 191Q: 3 clusters Score -9328943 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -9328885.000000 Penalty: 5363.595215
	Iteration 192Q: 3 clusters Score -9328885 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -9328839.000000 Penalty: 5363.595215
	Iteration 193Q: 3 clusters Score -9328839 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -9328806.000000 Penalty: 5363.595215
	Iteration 194Q: 3 clusters Score -9328806 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -9328745.000000 Penalty: 5363.595215
	Iteration 195Q: 3 clusters Score -9328745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -9328711.000000 Penalty: 5363.595215
	Iteration 196Q: 3 clusters Score -9328711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -9328692.000000 Penalty: 5363.595215
	Iteration 197Q: 3 clusters Score -9328692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -9328655.000000 Penalty: 5363.595215
	Iteration 198Q: 3 clusters Score -9328655 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -9328610.000000 Penalty: 5363.595215
	Iteration 199Q: 3 clusters Score -9328610 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -9328606.000000 Penalty: 5363.595215
	Iteration 200F: 3 clusters Score -9328606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -9328599.000000 Penalty: 5363.595215
	Iteration 201Q: 3 clusters Score -9328599 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -9328583.000000 Penalty: 5363.595215
	Iteration 202Q: 3 clusters Score -9328583 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -9328562.000000 Penalty: 5363.595215
	Iteration 203Q: 3 clusters Score -9328562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -9328553.000000 Penalty: 5363.595215
	Iteration 204Q: 3 clusters Score -9328553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -9328534.000000 Penalty: 5363.595215
	Iteration 205Q: 3 clusters Score -9328534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -9328513.000000 Penalty: 5363.595215
	Iteration 206Q: 3 clusters Score -9328513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -9328507.000000 Penalty: 5363.595215
	Iteration 207Q: 3 clusters Score -9328507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -9328491.000000 Penalty: 5363.595215
	Iteration 208Q: 3 clusters Score -9328491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -9328471.000000 Penalty: 5363.595215
	Iteration 209Q: 3 clusters Score -9328471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -9328474.000000 Penalty: 5363.595215
	Iteration 210Q: 3 clusters Score -9328474 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -9328459.000000 Penalty: 5363.595215
	Iteration 211Q: 3 clusters Score -9328459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -9328453.000000 Penalty: 5363.595215
	Iteration 212Q: 3 clusters Score -9328453 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -9328447.000000 Penalty: 5363.595215
	Iteration 213Q: 3 clusters Score -9328447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -9328432.000000 Penalty: 5363.595215
	Iteration 214Q: 3 clusters Score -9328432 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -9328436.000000 Penalty: 5363.595215
	Iteration 215Q: 3 clusters Score -9328436 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -9328434.000000 Penalty: 5363.595215
	Iteration 216Q: 3 clusters Score -9328434 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -9328406.000000 Penalty: 5363.595215
	Iteration 217Q: 3 clusters Score -9328406 nChanged 21
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Mstep: Class 1 contains 1152 members 
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Entering Unmasked Estep 
Score: -9328402.000000 Penalty: 5363.595215
	Iteration 218Q: 3 clusters Score -9328402 nChanged 12
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Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -9328396.000000 Penalty: 5363.595215
	Iteration 219Q: 3 clusters Score -9328396 nChanged 20
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Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9328398 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -9328371.000000 Penalty: 5363.595215
	Iteration 221Q: 3 clusters Score -9328371 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9328371 nChanged 14
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Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -9328370 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -9328363.000000 Penalty: 5363.595215
	Iteration 224Q: 3 clusters Score -9328363 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -9328372 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9328371 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -9328362.000000 Penalty: 5363.595215
	Iteration 227Q: 3 clusters Score -9328362 nChanged 10
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Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -9328373.000000 Penalty: 5363.595215
	Iteration 228Q: 3 clusters Score -9328373 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -9328368.000000 Penalty: 5363.595215
	Iteration 229Q: 3 clusters Score -9328368 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -9328365.000000 Penalty: 5363.595215
	Iteration 230Q: 3 clusters Score -9328365 nChanged 8
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Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9328368 nChanged 14
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Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -9328362.000000 Penalty: 5363.595215
	Iteration 232Q: 3 clusters Score -9328362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -9328355.000000 Penalty: 5363.595215
	Iteration 233Q: 3 clusters Score -9328355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -9328365.000000 Penalty: 5363.595215
	Iteration 234Q: 3 clusters Score -9328365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -9328364.000000 Penalty: 5363.595215
	Iteration 235Q: 3 clusters Score -9328364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -9328356.000000 Penalty: 5363.595215
	Iteration 236Q: 3 clusters Score -9328356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -9328358.000000 Penalty: 5363.595215
	Iteration 237Q: 3 clusters Score -9328358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -9328348.000000 Penalty: 5363.595215
	Iteration 238Q: 3 clusters Score -9328348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -9328353.000000 Penalty: 5363.595215
	Iteration 239Q: 3 clusters Score -9328353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -9328351.000000 Penalty: 5363.595215
	Iteration 240F: 3 clusters Score -9328351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -9328347.000000 Penalty: 5363.595215
	Iteration 241Q: 3 clusters Score -9328347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -9328347.000000 Penalty: 5363.595215
	Iteration 242F: 3 clusters Score -9328347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -157371.828125 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -157371.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -155511.984375 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -155512 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -155756.703125 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -155756.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -155823.796875 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -155823.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -155851.921875 Penalty: 3369.559082
	Iteration 3Q: 3 clusters Score -155851.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -155869.171875 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -155869.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -155882.234375 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -155882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -155888.890625 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -155888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -155893.125000 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -155893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -155899.406250 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -155899.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -155908.531250 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -155908.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -155910.671875 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -155910.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -155912.125000 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -155912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -155913.125000 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -155913.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -155913.640625 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -155913.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -155913.640625 Penalty: 3369.559082
	Iteration 14F: 3 clusters Score -155913.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Entering Unmasked Estep 
Score: -3733937.750000 Penalty: 2457.942383
	Iteration 0F: 2 clusters Score -3733938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -3719838.500000 Penalty: 4915.884766
	Iteration 0F: 3 clusters Score -3719838 nChanged 8844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3724454.500000 Penalty: 4915.884766
	Iteration 1F: 3 clusters Score -3724454 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -3724760.250000 Penalty: 4915.884766
	Iteration 2Q: 3 clusters Score -3724760 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3724997.250000 Penalty: 4915.884766
	Iteration 3Q: 3 clusters Score -3724997 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3725240.250000 Penalty: 4915.884766
	Iteration 4Q: 3 clusters Score -3725240 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -3725563.500000 Penalty: 4915.884766
	Iteration 5Q: 3 clusters Score -3725564 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3725999.750000 Penalty: 4915.884766
	Iteration 6Q: 3 clusters Score -3726000 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3726538.750000 Penalty: 4915.884766
	Iteration 7Q: 3 clusters Score -3726539 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3727228.000000 Penalty: 4915.884766
	Iteration 8F: 3 clusters Score -3727228 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3728212.500000 Penalty: 4915.884766
	Iteration 9F: 3 clusters Score -3728212 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3729364.500000 Penalty: 4915.884766
	Iteration 10F: 3 clusters Score -3729364 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -3730418.250000 Penalty: 4915.884766
	Iteration 11F: 3 clusters Score -3730418 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3731140.500000 Penalty: 4915.884766
	Iteration 12Q: 3 clusters Score -3731140 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3731634.000000 Penalty: 4915.884766
	Iteration 13Q: 3 clusters Score -3731634 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3731877.500000 Penalty: 4915.884766
	Iteration 14Q: 3 clusters Score -3731878 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -3732001.250000 Penalty: 4915.884766
	Iteration 15Q: 3 clusters Score -3732001 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -3732053.500000 Penalty: 4915.884766
	Iteration 16Q: 3 clusters Score -3732054 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -3732067.500000 Penalty: 4915.884766
	Iteration 17Q: 3 clusters Score -3732068 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3732087.750000 Penalty: 4915.884766
	Iteration 18Q: 3 clusters Score -3732088 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3732113.500000 Penalty: 4915.884766
	Iteration 19Q: 3 clusters Score -3732114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3732113.000000 Penalty: 4915.884766
	Iteration 20F: 3 clusters Score -3732113 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3732128.250000 Penalty: 4915.884766
	Iteration 21Q: 3 clusters Score -3732128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3732136.000000 Penalty: 4915.884766
	Iteration 22Q: 3 clusters Score -3732136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -3732147.250000 Penalty: 4915.884766
	Iteration 23Q: 3 clusters Score -3732147 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3732155.250000 Penalty: 4915.884766
	Iteration 24Q: 3 clusters Score -3732155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3732149.750000 Penalty: 4915.884766
	Iteration 25Q: 3 clusters Score -3732150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3732146.500000 Penalty: 4915.884766
	Iteration 26Q: 3 clusters Score -3732146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3732151.500000 Penalty: 4915.884766
	Iteration 27Q: 3 clusters Score -3732152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3732143.750000 Penalty: 4915.884766
	Iteration 28Q: 3 clusters Score -3732144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3732144.750000 Penalty: 4915.884766
	Iteration 29Q: 3 clusters Score -3732145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3732144.500000 Penalty: 4915.884766
	Iteration 30Q: 3 clusters Score -3732144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3732140.500000 Penalty: 4915.884766
	Iteration 31Q: 3 clusters Score -3732140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -3732144.000000 Penalty: 4915.884766
	Iteration 32Q: 3 clusters Score -3732144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3732142.750000 Penalty: 4915.884766
	Iteration 33Q: 3 clusters Score -3732143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -3732147.750000 Penalty: 4915.884766
	Iteration 34Q: 3 clusters Score -3732148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3732150.250000 Penalty: 4915.884766
	Iteration 35Q: 3 clusters Score -3732150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -3732150.000000 Penalty: 4915.884766
	Iteration 36Q: 3 clusters Score -3732150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -3732158.250000 Penalty: 4915.884766
	Iteration 37Q: 3 clusters Score -3732158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3732158.250000 Penalty: 4915.884766
	Iteration 38Q: 3 clusters Score -3732158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3732155.000000 Penalty: 4915.884766
	Iteration 39Q: 3 clusters Score -3732155 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3732166.000000 Penalty: 4915.884766
	Iteration 40F: 3 clusters Score -3732166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3732164.500000 Penalty: 4915.884766
	Iteration 41Q: 3 clusters Score -3732164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3732162.000000 Penalty: 4915.884766
	Iteration 42Q: 3 clusters Score -3732162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -3732162.500000 Penalty: 4915.884766
	Iteration 43Q: 3 clusters Score -3732162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -3732165.000000 Penalty: 4915.884766
	Iteration 44Q: 3 clusters Score -3732165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -3732162.500000 Penalty: 4915.884766
	Iteration 45Q: 3 clusters Score -3732162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3732163.000000 Penalty: 4915.884766
	Iteration 46Q: 3 clusters Score -3732163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3732163.000000 Penalty: 4915.884766
	Iteration 47Q: 3 clusters Score -3732163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3732160.000000 Penalty: 4915.884766
	Iteration 48Q: 3 clusters Score -3732160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -3732161.250000 Penalty: 4915.884766
	Iteration 49Q: 3 clusters Score -3732161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3732161.500000 Penalty: 4915.884766
	Iteration 50Q: 3 clusters Score -3732162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3732161.750000 Penalty: 4915.884766
	Iteration 51Q: 3 clusters Score -3732162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3732161.750000 Penalty: 4915.884766
	Iteration 52F: 3 clusters Score -3732162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Entering Unmasked Estep 
Score: -125496.914062 Penalty: 1631.309570
	Iteration 0F: 2 clusters Score -125496.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -123849.156250 Penalty: 3262.619141
	Iteration 0F: 3 clusters Score -123849.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -124176.367188 Penalty: 3262.619141
	Iteration 1F: 3 clusters Score -124176.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -124316.585938 Penalty: 3262.619141
	Iteration 2F: 3 clusters Score -124316.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -124414.140625 Penalty: 3262.619141
	Iteration 3F: 3 clusters Score -124414.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124483.781250 Penalty: 3262.619141
	Iteration 4Q: 3 clusters Score -124483.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124527.187500 Penalty: 3262.619141
	Iteration 5Q: 3 clusters Score -124527.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -124569.625000 Penalty: 3262.619141
	Iteration 6Q: 3 clusters Score -124569.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -124595.570312 Penalty: 3262.619141
	Iteration 7Q: 3 clusters Score -124595.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -124632.750000 Penalty: 3262.619141
	Iteration 8Q: 3 clusters Score -124632.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -124668.210938 Penalty: 3262.619141
	Iteration 9Q: 3 clusters Score -124668.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -124708.101562 Penalty: 3262.619141
	Iteration 10Q: 3 clusters Score -124708.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -124743.382812 Penalty: 3262.619141
	Iteration 11Q: 3 clusters Score -124743.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -124787.914062 Penalty: 3262.619141
	Iteration 12Q: 3 clusters Score -124787.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -124825.406250 Penalty: 3262.619141
	Iteration 13Q: 3 clusters Score -124825.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -124886.242188 Penalty: 3262.619141
	Iteration 14Q: 3 clusters Score -124886.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -124932.296875 Penalty: 3262.619141
	Iteration 15Q: 3 clusters Score -124932.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -124978.375000 Penalty: 3262.619141
	Iteration 16Q: 3 clusters Score -124978.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -124997.820312 Penalty: 3262.619141
	Iteration 17Q: 3 clusters Score -124997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -125001.992188 Penalty: 3262.619141
	Iteration 18Q: 3 clusters Score -125002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -125001.992188 Penalty: 3262.619141
	Iteration 19F: 3 clusters Score -125002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -374787.500000 Penalty: 1911.351562
	Iteration 0F: 2 clusters Score -374787.5 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 1089 members 
Entering Unmasked Estep 
Score: -372047.187500 Penalty: 3822.703125
	Iteration 0F: 3 clusters Score -372047.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -372747.687500 Penalty: 3822.703125
	Iteration 1F: 3 clusters Score -372747.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -373285.187500 Penalty: 3822.703125
	Iteration 2F: 3 clusters Score -373285.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -373774.750000 Penalty: 3822.703125
	Iteration 3F: 3 clusters Score -373774.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -374072.468750 Penalty: 3822.703125
	Iteration 4F: 3 clusters Score -374072.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -374301.343750 Penalty: 3822.703125
	Iteration 5F: 3 clusters Score -374301.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -374460.156250 Penalty: 3822.703125
	Iteration 6Q: 3 clusters Score -374460.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -374588.250000 Penalty: 3822.703125
	Iteration 7Q: 3 clusters Score -374588.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -374675.875000 Penalty: 3822.703125
	Iteration 8Q: 3 clusters Score -374675.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -374742.781250 Penalty: 3822.703125
	Iteration 9Q: 3 clusters Score -374742.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -374783.562500 Penalty: 3822.703125
	Iteration 10Q: 3 clusters Score -374783.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -374819.937500 Penalty: 3822.703125
	Iteration 11Q: 3 clusters Score -374819.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -374841.312500 Penalty: 3822.703125
	Iteration 12Q: 3 clusters Score -374841.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -374860.531250 Penalty: 3822.703125
	Iteration 13Q: 3 clusters Score -374860.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -374870.906250 Penalty: 3822.703125
	Iteration 14Q: 3 clusters Score -374870.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -374886.625000 Penalty: 3822.703125
	Iteration 15Q: 3 clusters Score -374886.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -374908.000000 Penalty: 3822.703125
	Iteration 16Q: 3 clusters Score -374908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -374917.312500 Penalty: 3822.703125
	Iteration 17Q: 3 clusters Score -374917.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -374928.500000 Penalty: 3822.703125
	Iteration 18Q: 3 clusters Score -374928.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -374931.375000 Penalty: 3822.703125
	Iteration 19Q: 3 clusters Score -374931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -374934.125000 Penalty: 3822.703125
	Iteration 20F: 3 clusters Score -374934.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -374935.937500 Penalty: 3822.703125
	Iteration 21Q: 3 clusters Score -374935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -374936.093750 Penalty: 3822.703125
	Iteration 22Q: 3 clusters Score -374936.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -374936.093750 Penalty: 3822.703125
	Iteration 23F: 3 clusters Score -374936.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 45179 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44756 members 
Mstep: Class 5 contains 39171 members 
Mstep: Class 6 contains 42277 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43688 members 
Mstep: Class 9 contains 43092 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43849 members 
Mstep: Class 12 contains 49697 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 20152 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 1797 members 
Mstep: Class 17 contains 32334 members 
Mstep: Class 18 contains 47627 members 
Mstep: Class 19 contains 42280 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 43791 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43624 members 
Mstep: Class 24 contains 24965 members 
Mstep: Class 25 contains 41129 members 
Mstep: Class 26 contains 427 members 
Entering Unmasked Estep 
Score: -126919888.000000 Penalty: 86770.679688
Splitting cluster 16 changes total score from -126921312.000000 to -126919888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (32334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Entering Unmasked Estep 
Score: -5795092.000000 Penalty: 2575.200928
	Iteration 0F: 2 clusters Score -5795092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -5773053.000000 Penalty: 5150.401855
	Iteration 0F: 3 clusters Score -5773053 nChanged 14656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -5781344.000000 Penalty: 5150.401855
	Iteration 1F: 3 clusters Score -5781344 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -5782034.000000 Penalty: 5150.401855
	Iteration 2F: 3 clusters Score -5782034 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5782767.000000 Penalty: 5150.401855
	Iteration 3Q: 3 clusters Score -5782767 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -5783530.500000 Penalty: 5150.401855
	Iteration 4F: 3 clusters Score -5783530 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -5784352.500000 Penalty: 5150.401855
	Iteration 5F: 3 clusters Score -5784352 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -5785187.000000 Penalty: 5150.401855
	Iteration 6F: 3 clusters Score -5785187 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -5786182.500000 Penalty: 5150.401855
	Iteration 7F: 3 clusters Score -5786182 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -5787388.500000 Penalty: 5150.401855
	Iteration 8F: 3 clusters Score -5787388 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -5788617.000000 Penalty: 5150.401855
	Iteration 9F: 3 clusters Score -5788617 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -5789802.500000 Penalty: 5150.401855
	Iteration 10F: 3 clusters Score -5789802 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -5790799.000000 Penalty: 5150.401855
	Iteration 11Q: 3 clusters Score -5790799 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -5791611.500000 Penalty: 5150.401855
	Iteration 12Q: 3 clusters Score -5791612 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -5792354.500000 Penalty: 5150.401855
	Iteration 13Q: 3 clusters Score -5792354 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -5792901.000000 Penalty: 5150.401855
	Iteration 14Q: 3 clusters Score -5792901 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -5793324.000000 Penalty: 5150.401855
	Iteration 15Q: 3 clusters Score -5793324 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -5793528.500000 Penalty: 5150.401855
	Iteration 16Q: 3 clusters Score -5793528 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -5793609.000000 Penalty: 5150.401855
	Iteration 17Q: 3 clusters Score -5793609 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -5793649.500000 Penalty: 5150.401855
	Iteration 18Q: 3 clusters Score -5793650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -5793676.000000 Penalty: 5150.401855
	Iteration 19Q: 3 clusters Score -5793676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -5793692.000000 Penalty: 5150.401855
	Iteration 20F: 3 clusters Score -5793692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -5793702.500000 Penalty: 5150.401855
	Iteration 21Q: 3 clusters Score -5793702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -5793705.500000 Penalty: 5150.401855
	Iteration 22Q: 3 clusters Score -5793706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -5793704.000000 Penalty: 5150.401855
	Iteration 23Q: 3 clusters Score -5793704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -5793709.000000 Penalty: 5150.401855
	Iteration 24Q: 3 clusters Score -5793709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -5793717.000000 Penalty: 5150.401855
	Iteration 25Q: 3 clusters Score -5793717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -5793722.500000 Penalty: 5150.401855
	Iteration 26Q: 3 clusters Score -5793722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -5793718.500000 Penalty: 5150.401855
	Iteration 27Q: 3 clusters Score -5793718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -5793732.500000 Penalty: 5150.401855
	Iteration 28Q: 3 clusters Score -5793732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -5793738.500000 Penalty: 5150.401855
	Iteration 29Q: 3 clusters Score -5793738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -5793749.500000 Penalty: 5150.401855
	Iteration 30Q: 3 clusters Score -5793750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -5793744.000000 Penalty: 5150.401855
	Iteration 31Q: 3 clusters Score -5793744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -5793752.000000 Penalty: 5150.401855
	Iteration 32Q: 3 clusters Score -5793752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -5793752.500000 Penalty: 5150.401855
	Iteration 33Q: 3 clusters Score -5793752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -5793760.000000 Penalty: 5150.401855
	Iteration 34Q: 3 clusters Score -5793760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -5793760.500000 Penalty: 5150.401855
	Iteration 35Q: 3 clusters Score -5793760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -5793763.500000 Penalty: 5150.401855
	Iteration 36Q: 3 clusters Score -5793764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -5793770.000000 Penalty: 5150.401855
	Iteration 37Q: 3 clusters Score -5793770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -5793770.000000 Penalty: 5150.401855
	Iteration 38Q: 3 clusters Score -5793770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -5793770.000000 Penalty: 5150.401855
	Iteration 39Q: 3 clusters Score -5793770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -5793775.000000 Penalty: 5150.401855
	Iteration 40F: 3 clusters Score -5793775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -5793774.000000 Penalty: 5150.401855
	Iteration 41Q: 3 clusters Score -5793774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -5793776.000000 Penalty: 5150.401855
	Iteration 42Q: 3 clusters Score -5793776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -5793774.500000 Penalty: 5150.401855
	Iteration 43Q: 3 clusters Score -5793774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -5793774.500000 Penalty: 5150.401855
	Iteration 44F: 3 clusters Score -5793774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Entering Unmasked Estep 
Score: -8841629.000000 Penalty: 2671.246582
	Iteration 0F: 2 clusters Score -8841629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -8811677.000000 Penalty: 5342.493164
	Iteration 0F: 3 clusters Score -8811677 nChanged 21954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -8823811.000000 Penalty: 5342.493164
	Iteration 1F: 3 clusters Score -8823811 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -8824323.000000 Penalty: 5342.493164
	Iteration 2Q: 3 clusters Score -8824323 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -8824782.000000 Penalty: 5342.493164
	Iteration 3Q: 3 clusters Score -8824782 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -8825297.000000 Penalty: 5342.493164
	Iteration 4Q: 3 clusters Score -8825297 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -8825945.000000 Penalty: 5342.493164
	Iteration 5Q: 3 clusters Score -8825945 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -8826832.000000 Penalty: 5342.493164
	Iteration 6Q: 3 clusters Score -8826832 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -8828522.000000 Penalty: 5342.493164
	Iteration 7F: 3 clusters Score -8828522 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -8831283.000000 Penalty: 5342.493164
	Iteration 8F: 3 clusters Score -8831283 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -8834676.000000 Penalty: 5342.493164
	Iteration 9F: 3 clusters Score -8834676 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -8837352.000000 Penalty: 5342.493164
	Iteration 10F: 3 clusters Score -8837352 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -8838582.000000 Penalty: 5342.493164
	Iteration 11Q: 3 clusters Score -8838582 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -8839030.000000 Penalty: 5342.493164
	Iteration 12Q: 3 clusters Score -8839030 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -8839186.000000 Penalty: 5342.493164
	Iteration 13Q: 3 clusters Score -8839186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -8839257.000000 Penalty: 5342.493164
	Iteration 14Q: 3 clusters Score -8839257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -8839304.000000 Penalty: 5342.493164
	Iteration 15Q: 3 clusters Score -8839304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -8839307.000000 Penalty: 5342.493164
	Iteration 16Q: 3 clusters Score -8839307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -8839325.000000 Penalty: 5342.493164
	Iteration 17Q: 3 clusters Score -8839325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -8839326.000000 Penalty: 5342.493164
	Iteration 18Q: 3 clusters Score -8839326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -8839331.000000 Penalty: 5342.493164
	Iteration 19Q: 3 clusters Score -8839331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -8839331.000000 Penalty: 5342.493164
	Iteration 20F: 3 clusters Score -8839331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (42280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Entering Unmasked Estep 
Score: -7761911.500000 Penalty: 2641.713135
	Iteration 0F: 2 clusters Score -7761912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -7733240.500000 Penalty: 5283.426270
	Iteration 0F: 3 clusters Score -7733240 nChanged 19455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -7743928.000000 Penalty: 5283.426270
	Iteration 1F: 3 clusters Score -7743928 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -7744468.500000 Penalty: 5283.426270
	Iteration 2Q: 3 clusters Score -7744468 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -7744978.000000 Penalty: 5283.426270
	Iteration 3Q: 3 clusters Score -7744978 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -7745671.500000 Penalty: 5283.426270
	Iteration 4Q: 3 clusters Score -7745672 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -7746730.000000 Penalty: 5283.426270
	Iteration 5Q: 3 clusters Score -7746730 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -7748391.500000 Penalty: 5283.426270
	Iteration 6F: 3 clusters Score -7748392 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -7750980.000000 Penalty: 5283.426270
	Iteration 7F: 3 clusters Score -7750980 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -7754187.000000 Penalty: 5283.426270
	Iteration 8F: 3 clusters Score -7754187 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7757077.000000 Penalty: 5283.426270
	Iteration 9F: 3 clusters Score -7757077 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -7758662.000000 Penalty: 5283.426270
	Iteration 10Q: 3 clusters Score -7758662 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7759204.000000 Penalty: 5283.426270
	Iteration 11Q: 3 clusters Score -7759204 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7759413.000000 Penalty: 5283.426270
	Iteration 12Q: 3 clusters Score -7759413 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7759508.000000 Penalty: 5283.426270
	Iteration 13Q: 3 clusters Score -7759508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7759544.000000 Penalty: 5283.426270
	Iteration 14Q: 3 clusters Score -7759544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7759562.000000 Penalty: 5283.426270
	Iteration 15Q: 3 clusters Score -7759562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7759580.000000 Penalty: 5283.426270
	Iteration 16Q: 3 clusters Score -7759580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7759583.500000 Penalty: 5283.426270
	Iteration 17Q: 3 clusters Score -7759584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7759589.000000 Penalty: 5283.426270
	Iteration 18Q: 3 clusters Score -7759589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7759596.500000 Penalty: 5283.426270
	Iteration 19Q: 3 clusters Score -7759596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7759592.000000 Penalty: 5283.426270
	Iteration 20F: 3 clusters Score -7759592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Entering Unmasked Estep 
Score: -624796.812500 Penalty: 2017.420654
	Iteration 0F: 2 clusters Score -624796.8 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 1672 members 
Entering Unmasked Estep 
Score: -621316.125000 Penalty: 4034.841309
	Iteration 0F: 3 clusters Score -621316.1 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -622106.187500 Penalty: 4034.841309
	Iteration 1F: 3 clusters Score -622106.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -622273.125000 Penalty: 4034.841309
	Iteration 2F: 3 clusters Score -622273.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -622357.687500 Penalty: 4034.841309
	Iteration 3Q: 3 clusters Score -622357.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -622413.250000 Penalty: 4034.841309
	Iteration 4Q: 3 clusters Score -622413.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -622453.875000 Penalty: 4034.841309
	Iteration 5Q: 3 clusters Score -622453.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -622493.250000 Penalty: 4034.841309
	Iteration 6Q: 3 clusters Score -622493.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -622524.187500 Penalty: 4034.841309
	Iteration 7Q: 3 clusters Score -622524.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -622549.625000 Penalty: 4034.841309
	Iteration 8Q: 3 clusters Score -622549.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -622568.125000 Penalty: 4034.841309
	Iteration 9Q: 3 clusters Score -622568.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -622589.062500 Penalty: 4034.841309
	Iteration 10Q: 3 clusters Score -622589.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -622601.375000 Penalty: 4034.841309
	Iteration 11Q: 3 clusters Score -622601.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -622615.125000 Penalty: 4034.841309
	Iteration 12Q: 3 clusters Score -622615.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -622624.375000 Penalty: 4034.841309
	Iteration 13Q: 3 clusters Score -622624.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -622632.750000 Penalty: 4034.841309
	Iteration 14Q: 3 clusters Score -622632.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -622637.500000 Penalty: 4034.841309
	Iteration 15Q: 3 clusters Score -622637.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -622640.250000 Penalty: 4034.841309
	Iteration 16Q: 3 clusters Score -622640.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -622645.187500 Penalty: 4034.841309
	Iteration 17Q: 3 clusters Score -622645.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -622648.187500 Penalty: 4034.841309
	Iteration 18Q: 3 clusters Score -622648.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -622652.125000 Penalty: 4034.841309
	Iteration 19Q: 3 clusters Score -622652.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -622655.250000 Penalty: 4034.841309
	Iteration 20F: 3 clusters Score -622655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -622657.250000 Penalty: 4034.841309
	Iteration 21Q: 3 clusters Score -622657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -622659.187500 Penalty: 4034.841309
	Iteration 22Q: 3 clusters Score -622659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -622659.562500 Penalty: 4034.841309
	Iteration 23Q: 3 clusters Score -622659.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -622660.187500 Penalty: 4034.841309
	Iteration 24Q: 3 clusters Score -622660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -622661.687500 Penalty: 4034.841309
	Iteration 25Q: 3 clusters Score -622661.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -622661.750000 Penalty: 4034.841309
	Iteration 26Q: 3 clusters Score -622661.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -622664.000000 Penalty: 4034.841309
	Iteration 27Q: 3 clusters Score -622664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -622664.812500 Penalty: 4034.841309
	Iteration 28Q: 3 clusters Score -622664.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -622665.312500 Penalty: 4034.841309
	Iteration 29Q: 3 clusters Score -622665.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -622665.812500 Penalty: 4034.841309
	Iteration 30Q: 3 clusters Score -622665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -622667.312500 Penalty: 4034.841309
	Iteration 31Q: 3 clusters Score -622667.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -622668.312500 Penalty: 4034.841309
	Iteration 32Q: 3 clusters Score -622668.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -622668.250000 Penalty: 4034.841309
	Iteration 33Q: 3 clusters Score -622668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -622670.375000 Penalty: 4034.841309
	Iteration 34Q: 3 clusters Score -622670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -622670.562500 Penalty: 4034.841309
	Iteration 35Q: 3 clusters Score -622670.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -622670.562500 Penalty: 4034.841309
	Iteration 36F: 3 clusters Score -622670.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Entering Unmasked Estep 
Score: -8136530.000000 Penalty: 2650.421387
	Iteration 0F: 2 clusters Score -8136530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -8107767.000000 Penalty: 5300.842773
	Iteration 0F: 3 clusters Score -8107767 nChanged 20215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -8118902.500000 Penalty: 5300.842773
	Iteration 1F: 3 clusters Score -8118902 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -8119433.000000 Penalty: 5300.842773
	Iteration 2Q: 3 clusters Score -8119433 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -8120003.000000 Penalty: 5300.842773
	Iteration 3Q: 3 clusters Score -8120003 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -8120579.500000 Penalty: 5300.842773
	Iteration 4Q: 3 clusters Score -8120580 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -8121288.500000 Penalty: 5300.842773
	Iteration 5Q: 3 clusters Score -8121288 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -8122164.500000 Penalty: 5300.842773
	Iteration 6Q: 3 clusters Score -8122164 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -8123313.500000 Penalty: 5300.842773
	Iteration 7Q: 3 clusters Score -8123314 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -8124833.500000 Penalty: 5300.842773
	Iteration 8F: 3 clusters Score -8124834 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -8126540.500000 Penalty: 5300.842773
	Iteration 9F: 3 clusters Score -8126540 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -8128440.000000 Penalty: 5300.842773
	Iteration 10F: 3 clusters Score -8128440 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -8130048.500000 Penalty: 5300.842773
	Iteration 11Q: 3 clusters Score -8130048 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -8131217.000000 Penalty: 5300.842773
	Iteration 12Q: 3 clusters Score -8131217 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -8132156.500000 Penalty: 5300.842773
	Iteration 13Q: 3 clusters Score -8132156 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -8132881.000000 Penalty: 5300.842773
	Iteration 14Q: 3 clusters Score -8132881 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8133399.000000 Penalty: 5300.842773
	Iteration 15Q: 3 clusters Score -8133399 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8133776.500000 Penalty: 5300.842773
	Iteration 16Q: 3 clusters Score -8133776 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8133996.000000 Penalty: 5300.842773
	Iteration 17Q: 3 clusters Score -8133996 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8134119.000000 Penalty: 5300.842773
	Iteration 18Q: 3 clusters Score -8134119 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8134198.000000 Penalty: 5300.842773
	Iteration 19Q: 3 clusters Score -8134198 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8134241.000000 Penalty: 5300.842773
	Iteration 20F: 3 clusters Score -8134241 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8134294.500000 Penalty: 5300.842773
	Iteration 21Q: 3 clusters Score -8134294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8134338.000000 Penalty: 5300.842773
	Iteration 22Q: 3 clusters Score -8134338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8134358.500000 Penalty: 5300.842773
	Iteration 23Q: 3 clusters Score -8134358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8134372.500000 Penalty: 5300.842773
	Iteration 24Q: 3 clusters Score -8134372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8134378.500000 Penalty: 5300.842773
	Iteration 25Q: 3 clusters Score -8134378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8134382.500000 Penalty: 5300.842773
	Iteration 26Q: 3 clusters Score -8134382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8134387.000000 Penalty: 5300.842773
	Iteration 27Q: 3 clusters Score -8134387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8134380.500000 Penalty: 5300.842773
	Iteration 28Q: 3 clusters Score -8134380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8134394.000000 Penalty: 5300.842773
	Iteration 29Q: 3 clusters Score -8134394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8134410.500000 Penalty: 5300.842773
	Iteration 30Q: 3 clusters Score -8134410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8134413.500000 Penalty: 5300.842773
	Iteration 31Q: 3 clusters Score -8134414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8134419.500000 Penalty: 5300.842773
	Iteration 32Q: 3 clusters Score -8134420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8134426.000000 Penalty: 5300.842773
	Iteration 33Q: 3 clusters Score -8134426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8134432.000000 Penalty: 5300.842773
	Iteration 34Q: 3 clusters Score -8134432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8134437.500000 Penalty: 5300.842773
	Iteration 35Q: 3 clusters Score -8134438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8134433.500000 Penalty: 5300.842773
	Iteration 36Q: 3 clusters Score -8134434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8134436.000000 Penalty: 5300.842773
	Iteration 37Q: 3 clusters Score -8134436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8134436.500000 Penalty: 5300.842773
	Iteration 38Q: 3 clusters Score -8134436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8134436.500000 Penalty: 5300.842773
	Iteration 39F: 3 clusters Score -8134436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Entering Unmasked Estep 
Score: -119922.515625 Penalty: 1653.720581
	Iteration 0F: 2 clusters Score -119922.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -118274.132812 Penalty: 3307.441162
	Iteration 0F: 3 clusters Score -118274.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118680.640625 Penalty: 3307.441162
	Iteration 1F: 3 clusters Score -118680.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -118867.171875 Penalty: 3307.441162
	Iteration 2F: 3 clusters Score -118867.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -118962.523438 Penalty: 3307.441162
	Iteration 3Q: 3 clusters Score -118962.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -119012.023438 Penalty: 3307.441162
	Iteration 4Q: 3 clusters Score -119012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -119047.156250 Penalty: 3307.441162
	Iteration 5Q: 3 clusters Score -119047.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -119070.382812 Penalty: 3307.441162
	Iteration 6Q: 3 clusters Score -119070.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -119082.992188 Penalty: 3307.441162
	Iteration 7Q: 3 clusters Score -119083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -119101.867188 Penalty: 3307.441162
	Iteration 8Q: 3 clusters Score -119101.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -119115.851562 Penalty: 3307.441162
	Iteration 9Q: 3 clusters Score -119115.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -119133.117188 Penalty: 3307.441162
	Iteration 10Q: 3 clusters Score -119133.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -119143.054688 Penalty: 3307.441162
	Iteration 11Q: 3 clusters Score -119143.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -119155.820312 Penalty: 3307.441162
	Iteration 12Q: 3 clusters Score -119155.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -119157.421875 Penalty: 3307.441162
	Iteration 13Q: 3 clusters Score -119157.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -119159.335938 Penalty: 3307.441162
	Iteration 14Q: 3 clusters Score -119159.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -119165.945312 Penalty: 3307.441162
	Iteration 15Q: 3 clusters Score -119165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -119169.421875 Penalty: 3307.441162
	Iteration 16Q: 3 clusters Score -119169.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -119177.210938 Penalty: 3307.441162
	Iteration 17Q: 3 clusters Score -119177.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -119186.648438 Penalty: 3307.441162
	Iteration 18Q: 3 clusters Score -119186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -119188.632812 Penalty: 3307.441162
	Iteration 19Q: 3 clusters Score -119188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -119194.968750 Penalty: 3307.441162
	Iteration 20F: 3 clusters Score -119195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -119198.992188 Penalty: 3307.441162
	Iteration 21Q: 3 clusters Score -119199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -119204.492188 Penalty: 3307.441162
	Iteration 22Q: 3 clusters Score -119204.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -119210.562500 Penalty: 3307.441162
	Iteration 23Q: 3 clusters Score -119210.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -119215.007812 Penalty: 3307.441162
	Iteration 24Q: 3 clusters Score -119215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -119218.015625 Penalty: 3307.441162
	Iteration 25Q: 3 clusters Score -119218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -119224.773438 Penalty: 3307.441162
	Iteration 26Q: 3 clusters Score -119224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -119228.843750 Penalty: 3307.441162
	Iteration 27Q: 3 clusters Score -119228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -119230.164062 Penalty: 3307.441162
	Iteration 28Q: 3 clusters Score -119230.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -119230.164062 Penalty: 3307.441162
	Iteration 29F: 3 clusters Score -119230.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Entering Unmasked Estep 
Score: -8069729.500000 Penalty: 2649.474121
	Iteration 0F: 2 clusters Score -8069730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -8040727.500000 Penalty: 5298.948242
	Iteration 0F: 3 clusters Score -8040728 nChanged 19898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -8051884.000000 Penalty: 5298.948242
	Iteration 1F: 3 clusters Score -8051884 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -8052423.500000 Penalty: 5298.948242
	Iteration 2Q: 3 clusters Score -8052424 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -8053127.000000 Penalty: 5298.948242
	Iteration 3Q: 3 clusters Score -8053127 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -8054069.000000 Penalty: 5298.948242
	Iteration 4Q: 3 clusters Score -8054069 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -8055412.500000 Penalty: 5298.948242
	Iteration 5F: 3 clusters Score -8055412 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -8057333.500000 Penalty: 5298.948242
	Iteration 6F: 3 clusters Score -8057334 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -8059935.000000 Penalty: 5298.948242
	Iteration 7F: 3 clusters Score -8059935 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -8062504.500000 Penalty: 5298.948242
	Iteration 8F: 3 clusters Score -8062504 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -8064439.500000 Penalty: 5298.948242
	Iteration 9Q: 3 clusters Score -8064440 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -8065688.500000 Penalty: 5298.948242
	Iteration 10Q: 3 clusters Score -8065688 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -8066432.000000 Penalty: 5298.948242
	Iteration 11Q: 3 clusters Score -8066432 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -8066883.500000 Penalty: 5298.948242
	Iteration 12Q: 3 clusters Score -8066884 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -8067160.000000 Penalty: 5298.948242
	Iteration 13Q: 3 clusters Score -8067160 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -8067316.000000 Penalty: 5298.948242
	Iteration 14Q: 3 clusters Score -8067316 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -8067386.500000 Penalty: 5298.948242
	Iteration 15Q: 3 clusters Score -8067386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -8067459.000000 Penalty: 5298.948242
	Iteration 16Q: 3 clusters Score -8067459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -8067503.000000 Penalty: 5298.948242
	Iteration 17Q: 3 clusters Score -8067503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -8067527.500000 Penalty: 5298.948242
	Iteration 18Q: 3 clusters Score -8067528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -8067549.000000 Penalty: 5298.948242
	Iteration 19Q: 3 clusters Score -8067549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -8067580.000000 Penalty: 5298.948242
	Iteration 20F: 3 clusters Score -8067580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -8067594.500000 Penalty: 5298.948242
	Iteration 21Q: 3 clusters Score -8067594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -8067606.000000 Penalty: 5298.948242
	Iteration 22Q: 3 clusters Score -8067606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -8067614.500000 Penalty: 5298.948242
	Iteration 23Q: 3 clusters Score -8067614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -8067624.000000 Penalty: 5298.948242
	Iteration 24Q: 3 clusters Score -8067624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -8067628.500000 Penalty: 5298.948242
	Iteration 25Q: 3 clusters Score -8067628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -8067629.500000 Penalty: 5298.948242
	Iteration 26Q: 3 clusters Score -8067630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -8067635.000000 Penalty: 5298.948242
	Iteration 27Q: 3 clusters Score -8067635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8067633.500000 Penalty: 5298.948242
	Iteration 28Q: 3 clusters Score -8067634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -8067638.500000 Penalty: 5298.948242
	Iteration 29Q: 3 clusters Score -8067638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -8067640.000000 Penalty: 5298.948242
	Iteration 30Q: 3 clusters Score -8067640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -8067634.500000 Penalty: 5298.948242
	Iteration 31Q: 3 clusters Score -8067634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -8067635.500000 Penalty: 5298.948242
	Iteration 32Q: 3 clusters Score -8067636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -8067643.000000 Penalty: 5298.948242
	Iteration 33Q: 3 clusters Score -8067643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -8067636.500000 Penalty: 5298.948242
	Iteration 34Q: 3 clusters Score -8067636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -8067636.500000 Penalty: 5298.948242
	Iteration 35F: 3 clusters Score -8067636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (24965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Entering Unmasked Estep 
Score: -4626946.500000 Penalty: 2511.056885
	Iteration 0F: 2 clusters Score -4626946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -4609630.500000 Penalty: 5022.113770
	Iteration 0F: 3 clusters Score -4609630 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -4615408.000000 Penalty: 5022.113770
	Iteration 1F: 3 clusters Score -4615408 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -4615828.500000 Penalty: 5022.113770
	Iteration 2Q: 3 clusters Score -4615828 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -4616215.000000 Penalty: 5022.113770
	Iteration 3Q: 3 clusters Score -4616215 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4616650.000000 Penalty: 5022.113770
	Iteration 4Q: 3 clusters Score -4616650 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -4617167.000000 Penalty: 5022.113770
	Iteration 5Q: 3 clusters Score -4617167 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -4617803.500000 Penalty: 5022.113770
	Iteration 6Q: 3 clusters Score -4617804 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -4618728.000000 Penalty: 5022.113770
	Iteration 7F: 3 clusters Score -4618728 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -4619914.000000 Penalty: 5022.113770
	Iteration 8F: 3 clusters Score -4619914 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4621370.500000 Penalty: 5022.113770
	Iteration 9F: 3 clusters Score -4621370 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4622761.500000 Penalty: 5022.113770
	Iteration 10F: 3 clusters Score -4622762 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -4623888.500000 Penalty: 5022.113770
	Iteration 11Q: 3 clusters Score -4623888 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -4624517.500000 Penalty: 5022.113770
	Iteration 12Q: 3 clusters Score -4624518 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -4624738.000000 Penalty: 5022.113770
	Iteration 13Q: 3 clusters Score -4624738 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -4624830.000000 Penalty: 5022.113770
	Iteration 14Q: 3 clusters Score -4624830 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -4624892.500000 Penalty: 5022.113770
	Iteration 15Q: 3 clusters Score -4624892 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -4624924.500000 Penalty: 5022.113770
	Iteration 16Q: 3 clusters Score -4624924 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -4624970.500000 Penalty: 5022.113770
	Iteration 17Q: 3 clusters Score -4624970 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -4624992.000000 Penalty: 5022.113770
	Iteration 18Q: 3 clusters Score -4624992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -4625006.000000 Penalty: 5022.113770
	Iteration 19Q: 3 clusters Score -4625006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -4625031.000000 Penalty: 5022.113770
	Iteration 20F: 3 clusters Score -4625031 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -4625036.500000 Penalty: 5022.113770
	Iteration 21Q: 3 clusters Score -4625036 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -4625049.000000 Penalty: 5022.113770
	Iteration 22Q: 3 clusters Score -4625049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -4625058.000000 Penalty: 5022.113770
	Iteration 23Q: 3 clusters Score -4625058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -4625076.500000 Penalty: 5022.113770
	Iteration 24Q: 3 clusters Score -4625076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -4625077.000000 Penalty: 5022.113770
	Iteration 25Q: 3 clusters Score -4625077 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -4625091.500000 Penalty: 5022.113770
	Iteration 26Q: 3 clusters Score -4625092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -4625089.500000 Penalty: 5022.113770
	Iteration 27Q: 3 clusters Score -4625090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -4625100.000000 Penalty: 5022.113770
	Iteration 28Q: 3 clusters Score -4625100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -4625096.500000 Penalty: 5022.113770
	Iteration 29Q: 3 clusters Score -4625096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -4625103.000000 Penalty: 5022.113770
	Iteration 30Q: 3 clusters Score -4625103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -4625103.000000 Penalty: 5022.113770
	Iteration 31Q: 3 clusters Score -4625103 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -4625105.000000 Penalty: 5022.113770
	Iteration 32Q: 3 clusters Score -4625105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -4625115.000000 Penalty: 5022.113770
	Iteration 33Q: 3 clusters Score -4625115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -4625120.000000 Penalty: 5022.113770
	Iteration 34Q: 3 clusters Score -4625120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4625128.500000 Penalty: 5022.113770
	Iteration 35Q: 3 clusters Score -4625128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4625119.000000 Penalty: 5022.113770
	Iteration 36Q: 3 clusters Score -4625119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -4625118.500000 Penalty: 5022.113770
	Iteration 37Q: 3 clusters Score -4625118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -4625121.500000 Penalty: 5022.113770
	Iteration 38Q: 3 clusters Score -4625122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -4625116.500000 Penalty: 5022.113770
	Iteration 39Q: 3 clusters Score -4625116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -4625124.000000 Penalty: 5022.113770
	Iteration 40F: 3 clusters Score -4625124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -4625125.500000 Penalty: 5022.113770
	Iteration 41Q: 3 clusters Score -4625126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -4625119.500000 Penalty: 5022.113770
	Iteration 42Q: 3 clusters Score -4625120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -4625128.000000 Penalty: 5022.113770
	Iteration 43Q: 3 clusters Score -4625128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -4625131.000000 Penalty: 5022.113770
	Iteration 44Q: 3 clusters Score -4625131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -4625129.500000 Penalty: 5022.113770
	Iteration 45Q: 3 clusters Score -4625130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -4625139.500000 Penalty: 5022.113770
	Iteration 46Q: 3 clusters Score -4625140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4625133.500000 Penalty: 5022.113770
	Iteration 47Q: 3 clusters Score -4625134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -4625128.500000 Penalty: 5022.113770
	Iteration 48Q: 3 clusters Score -4625128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4625132.000000 Penalty: 5022.113770
	Iteration 49Q: 3 clusters Score -4625132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4625134.500000 Penalty: 5022.113770
	Iteration 50Q: 3 clusters Score -4625134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -4625135.500000 Penalty: 5022.113770
	Iteration 51Q: 3 clusters Score -4625136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -4625142.000000 Penalty: 5022.113770
	Iteration 52Q: 3 clusters Score -4625142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -4625141.500000 Penalty: 5022.113770
	Iteration 53Q: 3 clusters Score -4625142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4625149.500000 Penalty: 5022.113770
	Iteration 54Q: 3 clusters Score -4625150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -4625154.000000 Penalty: 5022.113770
	Iteration 55Q: 3 clusters Score -4625154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -4625161.000000 Penalty: 5022.113770
	Iteration 56Q: 3 clusters Score -4625161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -4625166.000000 Penalty: 5022.113770
	Iteration 57Q: 3 clusters Score -4625166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -4625161.000000 Penalty: 5022.113770
	Iteration 58Q: 3 clusters Score -4625161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -4625157.500000 Penalty: 5022.113770
	Iteration 59Q: 3 clusters Score -4625158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -4625162.500000 Penalty: 5022.113770
	Iteration 60F: 3 clusters Score -4625162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4625163.000000 Penalty: 5022.113770
	Iteration 61Q: 3 clusters Score -4625163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -4625164.500000 Penalty: 5022.113770
	Iteration 62Q: 3 clusters Score -4625164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -4625169.500000 Penalty: 5022.113770
	Iteration 63Q: 3 clusters Score -4625170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -4625170.000000 Penalty: 5022.113770
	Iteration 64Q: 3 clusters Score -4625170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -4625168.500000 Penalty: 5022.113770
	Iteration 65Q: 3 clusters Score -4625168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -4625168.500000 Penalty: 5022.113770
	Iteration 66F: 3 clusters Score -4625168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Entering Unmasked Estep 
Score: -7665031.000000 Penalty: 2634.868164
	Iteration 0F: 2 clusters Score -7665031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -7637855.500000 Penalty: 5269.736328
	Iteration 0F: 3 clusters Score -7637856 nChanged 18762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -7648178.000000 Penalty: 5269.736328
	Iteration 1F: 3 clusters Score -7648178 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -7648775.000000 Penalty: 5269.736328
	Iteration 2Q: 3 clusters Score -7648775 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -7649464.500000 Penalty: 5269.736328
	Iteration 3Q: 3 clusters Score -7649464 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -7650554.000000 Penalty: 5269.736328
	Iteration 4F: 3 clusters Score -7650554 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -7652141.000000 Penalty: 5269.736328
	Iteration 5F: 3 clusters Score -7652141 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -7654664.000000 Penalty: 5269.736328
	Iteration 6F: 3 clusters Score -7654664 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -7657759.500000 Penalty: 5269.736328
	Iteration 7F: 3 clusters Score -7657760 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -7660450.000000 Penalty: 5269.736328
	Iteration 8F: 3 clusters Score -7660450 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -7661868.000000 Penalty: 5269.736328
	Iteration 9Q: 3 clusters Score -7661868 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -7662381.500000 Penalty: 5269.736328
	Iteration 10Q: 3 clusters Score -7662382 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -7662561.000000 Penalty: 5269.736328
	Iteration 11Q: 3 clusters Score -7662561 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -7662623.500000 Penalty: 5269.736328
	Iteration 12Q: 3 clusters Score -7662624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -7662684.500000 Penalty: 5269.736328
	Iteration 13Q: 3 clusters Score -7662684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -7662717.500000 Penalty: 5269.736328
	Iteration 14Q: 3 clusters Score -7662718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -7662717.000000 Penalty: 5269.736328
	Iteration 15Q: 3 clusters Score -7662717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -7662728.000000 Penalty: 5269.736328
	Iteration 16Q: 3 clusters Score -7662728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -7662731.000000 Penalty: 5269.736328
	Iteration 17Q: 3 clusters Score -7662731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -7662731.000000 Penalty: 5269.736328
	Iteration 18F: 3 clusters Score -7662731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 45179 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44756 members 
Mstep: Class 5 contains 39171 members 
Mstep: Class 6 contains 42277 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43688 members 
Mstep: Class 9 contains 43092 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43849 members 
Mstep: Class 12 contains 49697 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 20152 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 32334 members 
Mstep: Class 18 contains 47627 members 
Mstep: Class 19 contains 42280 members 
Mstep: Class 20 contains 3411 members 
Mstep: Class 21 contains 43791 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43624 members 
Mstep: Class 24 contains 24965 members 
Mstep: Class 25 contains 41129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921344.000000 Penalty: 83433.343750
Iteration 159Q: 26 clusters Score -1.269213e+08 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 45093 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44728 members 
Mstep: Class 5 contains 39114 members 
Mstep: Class 6 contains 42239 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43694 members 
Mstep: Class 9 contains 43081 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43883 members 
Mstep: Class 12 contains 49563 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 20189 members 
Mstep: Class 15 contains 719 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 32347 members 
Mstep: Class 18 contains 47594 members 
Mstep: Class 19 contains 42288 members 
Mstep: Class 20 contains 3403 members 
Mstep: Class 21 contains 43737 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43615 members 
Mstep: Class 24 contains 25357 members 
Mstep: Class 25 contains 41094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921672.000000 Penalty: 83433.343750
Iteration 160F: 26 clusters Score -1.269217e+08 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 45032 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44695 members 
Mstep: Class 5 contains 39065 members 
Mstep: Class 6 contains 42201 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43725 members 
Mstep: Class 9 contains 43050 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43876 members 
Mstep: Class 12 contains 49478 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 20228 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 32347 members 
Mstep: Class 18 contains 47544 members 
Mstep: Class 19 contains 42293 members 
Mstep: Class 20 contains 3396 members 
Mstep: Class 21 contains 43686 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43592 members 
Mstep: Class 24 contains 25733 members 
Mstep: Class 25 contains 41090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921872.000000 Penalty: 83433.343750
Iteration 161Q: 26 clusters Score -1.269219e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 44977 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44666 members 
Mstep: Class 5 contains 39034 members 
Mstep: Class 6 contains 42212 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43698 members 
Mstep: Class 9 contains 43000 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43880 members 
Mstep: Class 12 contains 49382 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 20252 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 32346 members 
Mstep: Class 18 contains 47526 members 
Mstep: Class 19 contains 42286 members 
Mstep: Class 20 contains 3386 members 
Mstep: Class 21 contains 43642 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43607 members 
Mstep: Class 24 contains 26084 members 
Mstep: Class 25 contains 41061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921952.000000 Penalty: 83433.343750
Iteration 162Q: 26 clusters Score -1.26922e+08 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 44973 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44629 members 
Mstep: Class 5 contains 38997 members 
Mstep: Class 6 contains 42218 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43694 members 
Mstep: Class 9 contains 42970 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43826 members 
Mstep: Class 12 contains 49271 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 20270 members 
Mstep: Class 15 contains 718 members 
Mstep: Class 16 contains 2224 members 
Mstep: Class 17 contains 32358 members 
Mstep: Class 18 contains 47483 members 
Mstep: Class 19 contains 42302 members 
Mstep: Class 20 contains 3379 members 
Mstep: Class 21 contains 43595 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43621 members 
Mstep: Class 24 contains 26433 members 
Mstep: Class 25 contains 41019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922248.000000 Penalty: 83433.343750
Iteration 163Q: 26 clusters Score -1.269222e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 44917 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44581 members 
Mstep: Class 5 contains 38968 members 
Mstep: Class 6 contains 42240 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43688 members 
Mstep: Class 9 contains 42935 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43811 members 
Mstep: Class 12 contains 49157 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 20300 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 2225 members 
Mstep: Class 17 contains 32377 members 
Mstep: Class 18 contains 47430 members 
Mstep: Class 19 contains 42300 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 43597 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43585 members 
Mstep: Class 24 contains 26800 members 
Mstep: Class 25 contains 40976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922384.000000 Penalty: 83433.343750
Iteration 164Q: 26 clusters Score -1.269224e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 44928 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44556 members 
Mstep: Class 5 contains 38931 members 
Mstep: Class 6 contains 42261 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43690 members 
Mstep: Class 9 contains 42904 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43776 members 
Mstep: Class 12 contains 49030 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 20347 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 32384 members 
Mstep: Class 18 contains 47400 members 
Mstep: Class 19 contains 42273 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 43606 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43554 members 
Mstep: Class 24 contains 27146 members 
Mstep: Class 25 contains 40894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922888.000000 Penalty: 83433.343750
Iteration 165Q: 26 clusters Score -1.269229e+08 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 44875 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44552 members 
Mstep: Class 5 contains 38916 members 
Mstep: Class 6 contains 42260 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43688 members 
Mstep: Class 9 contains 42887 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43775 members 
Mstep: Class 12 contains 48887 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 20390 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 32376 members 
Mstep: Class 18 contains 47381 members 
Mstep: Class 19 contains 42268 members 
Mstep: Class 20 contains 3364 members 
Mstep: Class 21 contains 43593 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43520 members 
Mstep: Class 24 contains 27496 members 
Mstep: Class 25 contains 40852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923264.000000 Penalty: 83433.343750
Iteration 166Q: 26 clusters Score -1.269233e+08 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 44820 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44524 members 
Mstep: Class 5 contains 38890 members 
Mstep: Class 6 contains 42248 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43698 members 
Mstep: Class 9 contains 42877 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43732 members 
Mstep: Class 12 contains 48758 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 20427 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 32390 members 
Mstep: Class 18 contains 47380 members 
Mstep: Class 19 contains 42256 members 
Mstep: Class 20 contains 3357 members 
Mstep: Class 21 contains 43593 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43495 members 
Mstep: Class 24 contains 27845 members 
Mstep: Class 25 contains 40830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923448.000000 Penalty: 83433.343750
Iteration 167Q: 26 clusters Score -1.269234e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 44751 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44484 members 
Mstep: Class 5 contains 38838 members 
Mstep: Class 6 contains 42253 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43687 members 
Mstep: Class 9 contains 42875 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43716 members 
Mstep: Class 12 contains 48635 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 20483 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 32396 members 
Mstep: Class 18 contains 47336 members 
Mstep: Class 19 contains 42267 members 
Mstep: Class 20 contains 3349 members 
Mstep: Class 21 contains 43564 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43512 members 
Mstep: Class 24 contains 28173 members 
Mstep: Class 25 contains 40800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923752.000000 Penalty: 83433.343750
Iteration 168Q: 26 clusters Score -1.269238e+08 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 44710 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44428 members 
Mstep: Class 5 contains 38806 members 
Mstep: Class 6 contains 42257 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43706 members 
Mstep: Class 9 contains 42858 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43744 members 
Mstep: Class 12 contains 48476 members 
Mstep: Class 13 contains 893 members 
Mstep: Class 14 contains 20552 members 
Mstep: Class 15 contains 713 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 32411 members 
Mstep: Class 18 contains 47309 members 
Mstep: Class 19 contains 42245 members 
Mstep: Class 20 contains 3338 members 
Mstep: Class 21 contains 43519 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43495 members 
Mstep: Class 24 contains 28515 members 
Mstep: Class 25 contains 40772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924128.000000 Penalty: 83433.343750
Iteration 169Q: 26 clusters Score -1.269241e+08 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 44676 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44395 members 
Mstep: Class 5 contains 38777 members 
Mstep: Class 6 contains 42254 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43685 members 
Mstep: Class 9 contains 42824 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43817 members 
Mstep: Class 12 contains 48347 members 
Mstep: Class 13 contains 894 members 
Mstep: Class 14 contains 20630 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 32413 members 
Mstep: Class 18 contains 47271 members 
Mstep: Class 19 contains 42235 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 43412 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43463 members 
Mstep: Class 24 contains 28918 members 
Mstep: Class 25 contains 40723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924472.000000 Penalty: 83433.343750
Iteration 170Q: 26 clusters Score -1.269245e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 44644 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44356 members 
Mstep: Class 5 contains 38761 members 
Mstep: Class 6 contains 42248 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43672 members 
Mstep: Class 9 contains 42786 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43835 members 
Mstep: Class 12 contains 48240 members 
Mstep: Class 13 contains 895 members 
Mstep: Class 14 contains 20700 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 32422 members 
Mstep: Class 18 contains 47232 members 
Mstep: Class 19 contains 42213 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 43334 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43446 members 
Mstep: Class 24 contains 29324 members 
Mstep: Class 25 contains 40661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924432.000000 Penalty: 83433.343750
Iteration 171Q: 26 clusters Score -1.269244e+08 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 44587 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44316 members 
Mstep: Class 5 contains 38767 members 
Mstep: Class 6 contains 42258 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43644 members 
Mstep: Class 9 contains 42751 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43840 members 
Mstep: Class 12 contains 48151 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 20773 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 32439 members 
Mstep: Class 18 contains 47202 members 
Mstep: Class 19 contains 42197 members 
Mstep: Class 20 contains 3300 members 
Mstep: Class 21 contains 43248 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43396 members 
Mstep: Class 24 contains 29742 members 
Mstep: Class 25 contains 40585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924728.000000 Penalty: 83433.343750
Iteration 172Q: 26 clusters Score -1.269247e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 44534 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44298 members 
Mstep: Class 5 contains 38795 members 
Mstep: Class 6 contains 42238 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43600 members 
Mstep: Class 9 contains 42724 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43801 members 
Mstep: Class 12 contains 48040 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 20826 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 32455 members 
Mstep: Class 18 contains 47160 members 
Mstep: Class 19 contains 42202 members 
Mstep: Class 20 contains 3281 members 
Mstep: Class 21 contains 43181 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43370 members 
Mstep: Class 24 contains 30192 members 
Mstep: Class 25 contains 40510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924912.000000 Penalty: 83433.343750
Iteration 173Q: 26 clusters Score -1.269249e+08 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 44472 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44247 members 
Mstep: Class 5 contains 38808 members 
Mstep: Class 6 contains 42228 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43554 members 
Mstep: Class 9 contains 42735 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43708 members 
Mstep: Class 12 contains 47959 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 20882 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2228 members 
Mstep: Class 17 contains 32454 members 
Mstep: Class 18 contains 47132 members 
Mstep: Class 19 contains 42210 members 
Mstep: Class 20 contains 3279 members 
Mstep: Class 21 contains 43094 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43376 members 
Mstep: Class 24 contains 30665 members 
Mstep: Class 25 contains 40428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925392.000000 Penalty: 83433.343750
Iteration 174Q: 26 clusters Score -1.269254e+08 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 44392 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44161 members 
Mstep: Class 5 contains 38860 members 
Mstep: Class 6 contains 42216 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43572 members 
Mstep: Class 9 contains 42717 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43647 members 
Mstep: Class 12 contains 47856 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 20948 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 32478 members 
Mstep: Class 18 contains 47117 members 
Mstep: Class 19 contains 42188 members 
Mstep: Class 20 contains 3278 members 
Mstep: Class 21 contains 42999 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43356 members 
Mstep: Class 24 contains 31144 members 
Mstep: Class 25 contains 40356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925320.000000 Penalty: 83433.343750
Iteration 175Q: 26 clusters Score -1.269253e+08 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 44282 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44120 members 
Mstep: Class 5 contains 38900 members 
Mstep: Class 6 contains 42173 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43570 members 
Mstep: Class 9 contains 42709 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43596 members 
Mstep: Class 12 contains 47748 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 21022 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 32487 members 
Mstep: Class 18 contains 47095 members 
Mstep: Class 19 contains 42187 members 
Mstep: Class 20 contains 3272 members 
Mstep: Class 21 contains 42949 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43323 members 
Mstep: Class 24 contains 31629 members 
Mstep: Class 25 contains 40264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925504.000000 Penalty: 83433.343750
Iteration 176Q: 26 clusters Score -1.269255e+08 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 44174 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44099 members 
Mstep: Class 5 contains 38932 members 
Mstep: Class 6 contains 42104 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43542 members 
Mstep: Class 9 contains 42675 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43550 members 
Mstep: Class 12 contains 47617 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 21070 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 2232 members 
Mstep: Class 17 contains 32488 members 
Mstep: Class 18 contains 47094 members 
Mstep: Class 19 contains 42156 members 
Mstep: Class 20 contains 3263 members 
Mstep: Class 21 contains 42922 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43314 members 
Mstep: Class 24 contains 32130 members 
Mstep: Class 25 contains 40228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926184.000000 Penalty: 83433.343750
Iteration 177Q: 26 clusters Score -1.269262e+08 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 44127 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44071 members 
Mstep: Class 5 contains 38982 members 
Mstep: Class 6 contains 42033 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43521 members 
Mstep: Class 9 contains 42662 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 43534 members 
Mstep: Class 12 contains 47504 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 21097 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2234 members 
Mstep: Class 17 contains 32499 members 
Mstep: Class 18 contains 47106 members 
Mstep: Class 19 contains 42098 members 
Mstep: Class 20 contains 3246 members 
Mstep: Class 21 contains 42871 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43267 members 
Mstep: Class 24 contains 32643 members 
Mstep: Class 25 contains 40144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926608.000000 Penalty: 83433.343750
Iteration 178Q: 26 clusters Score -1.269266e+08 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 44048 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44046 members 
Mstep: Class 5 contains 39014 members 
Mstep: Class 6 contains 41959 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43540 members 
Mstep: Class 9 contains 42654 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43545 members 
Mstep: Class 12 contains 47390 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 21125 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 32508 members 
Mstep: Class 18 contains 47065 members 
Mstep: Class 19 contains 42063 members 
Mstep: Class 20 contains 3225 members 
Mstep: Class 21 contains 42794 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43230 members 
Mstep: Class 24 contains 33180 members 
Mstep: Class 25 contains 40068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926680.000000 Penalty: 83433.343750
Iteration 179Q: 26 clusters Score -1.269267e+08 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 43958 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44029 members 
Mstep: Class 5 contains 39033 members 
Mstep: Class 6 contains 41882 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43496 members 
Mstep: Class 9 contains 42669 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43536 members 
Mstep: Class 12 contains 47243 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 21162 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2237 members 
Mstep: Class 17 contains 32522 members 
Mstep: Class 18 contains 47032 members 
Mstep: Class 19 contains 42062 members 
Mstep: Class 20 contains 3204 members 
Mstep: Class 21 contains 42712 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43222 members 
Mstep: Class 24 contains 33726 members 
Mstep: Class 25 contains 39995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927088.000000 Penalty: 83433.343750
Iteration 180F: 26 clusters Score -1.269271e+08 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 43892 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44016 members 
Mstep: Class 5 contains 39082 members 
Mstep: Class 6 contains 41830 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43474 members 
Mstep: Class 9 contains 42663 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43515 members 
Mstep: Class 12 contains 47104 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 21188 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 2238 members 
Mstep: Class 17 contains 32529 members 
Mstep: Class 18 contains 46965 members 
Mstep: Class 19 contains 42046 members 
Mstep: Class 20 contains 3176 members 
Mstep: Class 21 contains 42682 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43174 members 
Mstep: Class 24 contains 34307 members 
Mstep: Class 25 contains 39905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927872.000000 Penalty: 83433.343750
Iteration 181Q: 26 clusters Score -1.269279e+08 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 43798 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43999 members 
Mstep: Class 5 contains 39127 members 
Mstep: Class 6 contains 41771 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43439 members 
Mstep: Class 9 contains 42653 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43477 members 
Mstep: Class 12 contains 47012 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 21235 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 2238 members 
Mstep: Class 17 contains 32534 members 
Mstep: Class 18 contains 46907 members 
Mstep: Class 19 contains 42010 members 
Mstep: Class 20 contains 3152 members 
Mstep: Class 21 contains 42641 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43129 members 
Mstep: Class 24 contains 34918 members 
Mstep: Class 25 contains 39802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927880.000000 Penalty: 83433.343750
Iteration 182Q: 26 clusters Score -1.269279e+08 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 43681 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43960 members 
Mstep: Class 5 contains 39152 members 
Mstep: Class 6 contains 41722 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43394 members 
Mstep: Class 9 contains 42688 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43461 members 
Mstep: Class 12 contains 46985 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 21280 members 
Mstep: Class 15 contains 714 members 
Mstep: Class 16 contains 2238 members 
Mstep: Class 17 contains 32548 members 
Mstep: Class 18 contains 46842 members 
Mstep: Class 19 contains 41961 members 
Mstep: Class 20 contains 3130 members 
Mstep: Class 21 contains 42580 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43073 members 
Mstep: Class 24 contains 35567 members 
Mstep: Class 25 contains 39679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927968.000000 Penalty: 83433.343750
Iteration 183Q: 26 clusters Score -1.26928e+08 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 43594 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43897 members 
Mstep: Class 5 contains 39169 members 
Mstep: Class 6 contains 41687 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43362 members 
Mstep: Class 9 contains 42665 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43451 members 
Mstep: Class 12 contains 46873 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 21328 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2238 members 
Mstep: Class 17 contains 32551 members 
Mstep: Class 18 contains 46780 members 
Mstep: Class 19 contains 41920 members 
Mstep: Class 20 contains 3109 members 
Mstep: Class 21 contains 42499 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43045 members 
Mstep: Class 24 contains 36274 members 
Mstep: Class 25 contains 39585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928576.000000 Penalty: 83433.343750
Iteration 184Q: 26 clusters Score -1.269286e+08 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 43513 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43849 members 
Mstep: Class 5 contains 39175 members 
Mstep: Class 6 contains 41637 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43371 members 
Mstep: Class 9 contains 42627 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43432 members 
Mstep: Class 12 contains 46773 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 21360 members 
Mstep: Class 15 contains 715 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 32558 members 
Mstep: Class 18 contains 46684 members 
Mstep: Class 19 contains 41856 members 
Mstep: Class 20 contains 3091 members 
Mstep: Class 21 contains 42388 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42983 members 
Mstep: Class 24 contains 37055 members 
Mstep: Class 25 contains 39510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929256.000000 Penalty: 83433.343750
Iteration 185Q: 26 clusters Score -1.269293e+08 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 43401 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43808 members 
Mstep: Class 5 contains 39230 members 
Mstep: Class 6 contains 41571 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43290 members 
Mstep: Class 9 contains 42601 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43416 members 
Mstep: Class 12 contains 46644 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 21399 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 32576 members 
Mstep: Class 18 contains 46577 members 
Mstep: Class 19 contains 41812 members 
Mstep: Class 20 contains 3070 members 
Mstep: Class 21 contains 42329 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42929 members 
Mstep: Class 24 contains 37838 members 
Mstep: Class 25 contains 39441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930160.000000 Penalty: 83433.343750
Iteration 186Q: 26 clusters Score -1.269302e+08 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 43283 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43756 members 
Mstep: Class 5 contains 39270 members 
Mstep: Class 6 contains 41542 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43271 members 
Mstep: Class 9 contains 42557 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43350 members 
Mstep: Class 12 contains 46481 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 21448 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 32585 members 
Mstep: Class 18 contains 46513 members 
Mstep: Class 19 contains 41767 members 
Mstep: Class 20 contains 3051 members 
Mstep: Class 21 contains 42269 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42919 members 
Mstep: Class 24 contains 38611 members 
Mstep: Class 25 contains 39336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931200.000000 Penalty: 83433.343750
Iteration 187Q: 26 clusters Score -1.269312e+08 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 43212 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43705 members 
Mstep: Class 5 contains 39314 members 
Mstep: Class 6 contains 41487 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43334 members 
Mstep: Class 9 contains 42518 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43275 members 
Mstep: Class 12 contains 46324 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 21493 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 32576 members 
Mstep: Class 18 contains 46456 members 
Mstep: Class 19 contains 41713 members 
Mstep: Class 20 contains 3039 members 
Mstep: Class 21 contains 42182 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42832 members 
Mstep: Class 24 contains 39398 members 
Mstep: Class 25 contains 39226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931544.000000 Penalty: 83433.343750
Iteration 188Q: 26 clusters Score -1.269315e+08 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 43091 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43642 members 
Mstep: Class 5 contains 39391 members 
Mstep: Class 6 contains 41450 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43342 members 
Mstep: Class 9 contains 42555 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43148 members 
Mstep: Class 12 contains 46107 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 21548 members 
Mstep: Class 15 contains 712 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 32567 members 
Mstep: Class 18 contains 46414 members 
Mstep: Class 19 contains 41617 members 
Mstep: Class 20 contains 3031 members 
Mstep: Class 21 contains 42116 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42813 members 
Mstep: Class 24 contains 40161 members 
Mstep: Class 25 contains 39163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931888.000000 Penalty: 83433.343750
Iteration 189Q: 26 clusters Score -1.269319e+08 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 42934 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43576 members 
Mstep: Class 5 contains 39482 members 
Mstep: Class 6 contains 41418 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43329 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 43062 members 
Mstep: Class 12 contains 45938 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 21613 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 32555 members 
Mstep: Class 18 contains 46366 members 
Mstep: Class 19 contains 41527 members 
Mstep: Class 20 contains 3016 members 
Mstep: Class 21 contains 42082 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42774 members 
Mstep: Class 24 contains 40902 members 
Mstep: Class 25 contains 39090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932968.000000 Penalty: 83433.343750
Iteration 190Q: 26 clusters Score -1.26933e+08 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 42746 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43550 members 
Mstep: Class 5 contains 39610 members 
Mstep: Class 6 contains 41397 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43290 members 
Mstep: Class 9 contains 42603 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 42997 members 
Mstep: Class 12 contains 45782 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 21681 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 32539 members 
Mstep: Class 18 contains 46296 members 
Mstep: Class 19 contains 41484 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 42090 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42682 members 
Mstep: Class 24 contains 41615 members 
Mstep: Class 25 contains 39000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933648.000000 Penalty: 83433.343750
Iteration 191Q: 26 clusters Score -1.269336e+08 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 42571 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43531 members 
Mstep: Class 5 contains 39751 members 
Mstep: Class 6 contains 41345 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43317 members 
Mstep: Class 9 contains 42586 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 42866 members 
Mstep: Class 12 contains 45665 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 21745 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 32519 members 
Mstep: Class 18 contains 46200 members 
Mstep: Class 19 contains 41426 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 42104 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42613 members 
Mstep: Class 24 contains 42314 members 
Mstep: Class 25 contains 38901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934448.000000 Penalty: 83433.343750
Iteration 192Q: 26 clusters Score -1.269344e+08 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 42445 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43500 members 
Mstep: Class 5 contains 39878 members 
Mstep: Class 6 contains 41286 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43318 members 
Mstep: Class 9 contains 42529 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 42725 members 
Mstep: Class 12 contains 45576 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 21809 members 
Mstep: Class 15 contains 707 members 
Mstep: Class 16 contains 2239 members 
Mstep: Class 17 contains 32521 members 
Mstep: Class 18 contains 46119 members 
Mstep: Class 19 contains 41383 members 
Mstep: Class 20 contains 2952 members 
Mstep: Class 21 contains 42129 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42528 members 
Mstep: Class 24 contains 42972 members 
Mstep: Class 25 contains 38819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934456.000000 Penalty: 83433.343750
Iteration 193Q: 26 clusters Score -1.269345e+08 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 42319 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43476 members 
Mstep: Class 5 contains 40010 members 
Mstep: Class 6 contains 41214 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43353 members 
Mstep: Class 9 contains 42493 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 42579 members 
Mstep: Class 12 contains 45463 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 21865 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 32521 members 
Mstep: Class 18 contains 46086 members 
Mstep: Class 19 contains 41335 members 
Mstep: Class 20 contains 2919 members 
Mstep: Class 21 contains 42143 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42475 members 
Mstep: Class 24 contains 43567 members 
Mstep: Class 25 contains 38720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934928.000000 Penalty: 83433.343750
Iteration 194Q: 26 clusters Score -1.269349e+08 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 42193 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43455 members 
Mstep: Class 5 contains 40151 members 
Mstep: Class 6 contains 41149 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43368 members 
Mstep: Class 9 contains 42464 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 42385 members 
Mstep: Class 12 contains 45351 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 21943 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 32536 members 
Mstep: Class 18 contains 46031 members 
Mstep: Class 19 contains 41247 members 
Mstep: Class 20 contains 2885 members 
Mstep: Class 21 contains 42158 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42485 members 
Mstep: Class 24 contains 44128 members 
Mstep: Class 25 contains 38634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935544.000000 Penalty: 83433.343750
Iteration 195Q: 26 clusters Score -1.269355e+08 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 42080 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43449 members 
Mstep: Class 5 contains 40343 members 
Mstep: Class 6 contains 41071 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43363 members 
Mstep: Class 9 contains 42474 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 42199 members 
Mstep: Class 12 contains 45221 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 22014 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 32551 members 
Mstep: Class 18 contains 46000 members 
Mstep: Class 19 contains 41171 members 
Mstep: Class 20 contains 2843 members 
Mstep: Class 21 contains 42177 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42510 members 
Mstep: Class 24 contains 44520 members 
Mstep: Class 25 contains 38574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936296.000000 Penalty: 83433.343750
Iteration 196Q: 26 clusters Score -1.269363e+08 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 42002 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43450 members 
Mstep: Class 5 contains 40529 members 
Mstep: Class 6 contains 40972 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43360 members 
Mstep: Class 9 contains 42495 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 42023 members 
Mstep: Class 12 contains 45044 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 22076 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 32565 members 
Mstep: Class 18 contains 45983 members 
Mstep: Class 19 contains 41101 members 
Mstep: Class 20 contains 2798 members 
Mstep: Class 21 contains 42324 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42501 members 
Mstep: Class 24 contains 44835 members 
Mstep: Class 25 contains 38478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937216.000000 Penalty: 83433.343750
Iteration 197Q: 26 clusters Score -1.269372e+08 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43481 members 
Mstep: Class 5 contains 40746 members 
Mstep: Class 6 contains 40859 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43379 members 
Mstep: Class 9 contains 42467 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41858 members 
Mstep: Class 12 contains 44886 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 22147 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 32565 members 
Mstep: Class 18 contains 45943 members 
Mstep: Class 19 contains 41035 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 42530 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42513 members 
Mstep: Class 24 contains 45054 members 
Mstep: Class 25 contains 38444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938112.000000 Penalty: 83433.343750
Iteration 198Q: 26 clusters Score -1.269381e+08 nChanged 5561
Entering ConstructFrom: 
Score: -126938112.000000 Penalty: 83433.343750
Entering ConstructFrom: 
Trying to split cluster 1 (39436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Entering Unmasked Estep 
Score: -7233328.000000 Penalty: 2624.443848
	Iteration 0F: 2 clusters Score -7233328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -7206815.000000 Penalty: 5248.887695
	Iteration 0F: 3 clusters Score -7206815 nChanged 17981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -7216691.500000 Penalty: 5248.887695
	Iteration 1F: 3 clusters Score -7216692 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -7217197.000000 Penalty: 5248.887695
	Iteration 2Q: 3 clusters Score -7217197 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -7217812.500000 Penalty: 5248.887695
	Iteration 3Q: 3 clusters Score -7217812 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -7218513.500000 Penalty: 5248.887695
	Iteration 4Q: 3 clusters Score -7218514 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -7219390.500000 Penalty: 5248.887695
	Iteration 5Q: 3 clusters Score -7219390 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -7220440.500000 Penalty: 5248.887695
	Iteration 6F: 3 clusters Score -7220440 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -7221764.000000 Penalty: 5248.887695
	Iteration 7F: 3 clusters Score -7221764 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -7223500.500000 Penalty: 5248.887695
	Iteration 8F: 3 clusters Score -7223500 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -7225548.500000 Penalty: 5248.887695
	Iteration 9F: 3 clusters Score -7225548 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -7227177.000000 Penalty: 5248.887695
	Iteration 10F: 3 clusters Score -7227177 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -7228156.500000 Penalty: 5248.887695
	Iteration 11Q: 3 clusters Score -7228156 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -7228694.500000 Penalty: 5248.887695
	Iteration 12Q: 3 clusters Score -7228694 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -7229090.500000 Penalty: 5248.887695
	Iteration 13Q: 3 clusters Score -7229090 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -7229384.500000 Penalty: 5248.887695
	Iteration 14Q: 3 clusters Score -7229384 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -7229590.500000 Penalty: 5248.887695
	Iteration 15Q: 3 clusters Score -7229590 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -7229760.000000 Penalty: 5248.887695
	Iteration 16Q: 3 clusters Score -7229760 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -7229910.500000 Penalty: 5248.887695
	Iteration 17Q: 3 clusters Score -7229910 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -7230038.000000 Penalty: 5248.887695
	Iteration 18Q: 3 clusters Score -7230038 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -7230146.000000 Penalty: 5248.887695
	Iteration 19Q: 3 clusters Score -7230146 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -7230246.000000 Penalty: 5248.887695
	Iteration 20F: 3 clusters Score -7230246 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -7230350.500000 Penalty: 5248.887695
	Iteration 21Q: 3 clusters Score -7230350 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -7230415.000000 Penalty: 5248.887695
	Iteration 22Q: 3 clusters Score -7230415 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -7230490.500000 Penalty: 5248.887695
	Iteration 23Q: 3 clusters Score -7230490 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -7230546.500000 Penalty: 5248.887695
	Iteration 24Q: 3 clusters Score -7230546 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -7230646.500000 Penalty: 5248.887695
	Iteration 25Q: 3 clusters Score -7230646 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -7230715.000000 Penalty: 5248.887695
	Iteration 26Q: 3 clusters Score -7230715 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -7230799.000000 Penalty: 5248.887695
	Iteration 27Q: 3 clusters Score -7230799 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -7230877.500000 Penalty: 5248.887695
	Iteration 28Q: 3 clusters Score -7230878 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -7230940.000000 Penalty: 5248.887695
	Iteration 29Q: 3 clusters Score -7230940 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -7231001.000000 Penalty: 5248.887695
	Iteration 30Q: 3 clusters Score -7231001 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -7231020.500000 Penalty: 5248.887695
	Iteration 31Q: 3 clusters Score -7231020 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -7231062.000000 Penalty: 5248.887695
	Iteration 32Q: 3 clusters Score -7231062 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -7231095.000000 Penalty: 5248.887695
	Iteration 33Q: 3 clusters Score -7231095 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -7231146.500000 Penalty: 5248.887695
	Iteration 34Q: 3 clusters Score -7231146 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -7231167.500000 Penalty: 5248.887695
	Iteration 35Q: 3 clusters Score -7231168 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -7231206.500000 Penalty: 5248.887695
	Iteration 36Q: 3 clusters Score -7231206 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -7231253.000000 Penalty: 5248.887695
	Iteration 37Q: 3 clusters Score -7231253 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -7231282.500000 Penalty: 5248.887695
	Iteration 38Q: 3 clusters Score -7231282 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -7231317.500000 Penalty: 5248.887695
	Iteration 39Q: 3 clusters Score -7231318 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -7231361.500000 Penalty: 5248.887695
	Iteration 40F: 3 clusters Score -7231362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -7231386.000000 Penalty: 5248.887695
	Iteration 41Q: 3 clusters Score -7231386 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -7231393.500000 Penalty: 5248.887695
	Iteration 42Q: 3 clusters Score -7231394 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -7231417.500000 Penalty: 5248.887695
	Iteration 43Q: 3 clusters Score -7231418 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -7231437.500000 Penalty: 5248.887695
	Iteration 44Q: 3 clusters Score -7231438 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -7231463.000000 Penalty: 5248.887695
	Iteration 45Q: 3 clusters Score -7231463 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -7231480.000000 Penalty: 5248.887695
	Iteration 46Q: 3 clusters Score -7231480 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7231508.000000 Penalty: 5248.887695
	Iteration 47Q: 3 clusters Score -7231508 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -7231545.000000 Penalty: 5248.887695
	Iteration 48Q: 3 clusters Score -7231545 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -7231557.000000 Penalty: 5248.887695
	Iteration 49Q: 3 clusters Score -7231557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -7231574.500000 Penalty: 5248.887695
	Iteration 50Q: 3 clusters Score -7231574 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7231587.000000 Penalty: 5248.887695
	Iteration 51Q: 3 clusters Score -7231587 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -7231598.000000 Penalty: 5248.887695
	Iteration 52Q: 3 clusters Score -7231598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7231598.000000 Penalty: 5248.887695
	Iteration 53Q: 3 clusters Score -7231598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7231608.000000 Penalty: 5248.887695
	Iteration 54Q: 3 clusters Score -7231608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7231597.500000 Penalty: 5248.887695
	Iteration 55Q: 3 clusters Score -7231598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -7231600.000000 Penalty: 5248.887695
	Iteration 56Q: 3 clusters Score -7231600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -7231595.000000 Penalty: 5248.887695
	Iteration 57Q: 3 clusters Score -7231595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -7231605.000000 Penalty: 5248.887695
	Iteration 58Q: 3 clusters Score -7231605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7231614.000000 Penalty: 5248.887695
	Iteration 59Q: 3 clusters Score -7231614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -7231625.000000 Penalty: 5248.887695
	Iteration 60F: 3 clusters Score -7231625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -7231653.000000 Penalty: 5248.887695
	Iteration 61Q: 3 clusters Score -7231653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7231673.000000 Penalty: 5248.887695
	Iteration 62Q: 3 clusters Score -7231673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7231666.500000 Penalty: 5248.887695
	Iteration 63Q: 3 clusters Score -7231666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -7231655.500000 Penalty: 5248.887695
	Iteration 64Q: 3 clusters Score -7231656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7231678.000000 Penalty: 5248.887695
	Iteration 65Q: 3 clusters Score -7231678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7231679.500000 Penalty: 5248.887695
	Iteration 66Q: 3 clusters Score -7231680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -7231681.500000 Penalty: 5248.887695
	Iteration 67Q: 3 clusters Score -7231682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -7231683.000000 Penalty: 5248.887695
	Iteration 68Q: 3 clusters Score -7231683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7231682.500000 Penalty: 5248.887695
	Iteration 69Q: 3 clusters Score -7231682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -7231686.000000 Penalty: 5248.887695
	Iteration 70Q: 3 clusters Score -7231686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7231686.500000 Penalty: 5248.887695
	Iteration 71Q: 3 clusters Score -7231686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7231691.500000 Penalty: 5248.887695
	Iteration 72Q: 3 clusters Score -7231692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -7231680.000000 Penalty: 5248.887695
	Iteration 73Q: 3 clusters Score -7231680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7231690.500000 Penalty: 5248.887695
	Iteration 74Q: 3 clusters Score -7231690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7231694.500000 Penalty: 5248.887695
	Iteration 75Q: 3 clusters Score -7231694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -7231691.000000 Penalty: 5248.887695
	Iteration 76Q: 3 clusters Score -7231691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7231693.500000 Penalty: 5248.887695
	Iteration 77Q: 3 clusters Score -7231694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7231694.000000 Penalty: 5248.887695
	Iteration 78Q: 3 clusters Score -7231694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7231693.500000 Penalty: 5248.887695
	Iteration 79Q: 3 clusters Score -7231694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -7231687.500000 Penalty: 5248.887695
	Iteration 80F: 3 clusters Score -7231688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7231689.000000 Penalty: 5248.887695
	Iteration 81Q: 3 clusters Score -7231689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7231698.000000 Penalty: 5248.887695
	Iteration 82Q: 3 clusters Score -7231698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7231687.000000 Penalty: 5248.887695
	Iteration 83Q: 3 clusters Score -7231687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -7231694.000000 Penalty: 5248.887695
	Iteration 84Q: 3 clusters Score -7231694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7231697.000000 Penalty: 5248.887695
	Iteration 85Q: 3 clusters Score -7231697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7231696.000000 Penalty: 5248.887695
	Iteration 86Q: 3 clusters Score -7231696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7231699.500000 Penalty: 5248.887695
	Iteration 87Q: 3 clusters Score -7231700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7231697.500000 Penalty: 5248.887695
	Iteration 88Q: 3 clusters Score -7231698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -7231695.000000 Penalty: 5248.887695
	Iteration 89Q: 3 clusters Score -7231695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -7231695.000000 Penalty: 5248.887695
	Iteration 90Q: 3 clusters Score -7231695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7231692.000000 Penalty: 5248.887695
	Iteration 91Q: 3 clusters Score -7231692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7231699.500000 Penalty: 5248.887695
	Iteration 92Q: 3 clusters Score -7231700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7231698.500000 Penalty: 5248.887695
	Iteration 93Q: 3 clusters Score -7231698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -7231698.000000 Penalty: 5248.887695
	Iteration 94Q: 3 clusters Score -7231698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7231699.000000 Penalty: 5248.887695
	Iteration 95Q: 3 clusters Score -7231699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7231694.500000 Penalty: 5248.887695
	Iteration 96Q: 3 clusters Score -7231694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7231694.500000 Penalty: 5248.887695
	Iteration 97F: 3 clusters Score -7231694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Entering Unmasked Estep 
Score: -7769167.000000 Penalty: 2638.780518
	Iteration 0F: 2 clusters Score -7769167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -7741058.500000 Penalty: 5277.561035
	Iteration 0F: 3 clusters Score -7741058 nChanged 19223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -7751498.500000 Penalty: 5277.561035
	Iteration 1F: 3 clusters Score -7751498 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -7751981.500000 Penalty: 5277.561035
	Iteration 2Q: 3 clusters Score -7751982 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -7752360.000000 Penalty: 5277.561035
	Iteration 3Q: 3 clusters Score -7752360 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -7752682.500000 Penalty: 5277.561035
	Iteration 4Q: 3 clusters Score -7752682 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -7753067.500000 Penalty: 5277.561035
	Iteration 5Q: 3 clusters Score -7753068 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -7753426.500000 Penalty: 5277.561035
	Iteration 6Q: 3 clusters Score -7753426 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -7753924.500000 Penalty: 5277.561035
	Iteration 7Q: 3 clusters Score -7753924 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -7754733.500000 Penalty: 5277.561035
	Iteration 8Q: 3 clusters Score -7754734 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -7756087.000000 Penalty: 5277.561035
	Iteration 9F: 3 clusters Score -7756087 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -7757888.500000 Penalty: 5277.561035
	Iteration 10F: 3 clusters Score -7757888 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -7760291.000000 Penalty: 5277.561035
	Iteration 11F: 3 clusters Score -7760291 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -7762825.000000 Penalty: 5277.561035
	Iteration 12F: 3 clusters Score -7762825 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -7764719.000000 Penalty: 5277.561035
	Iteration 13F: 3 clusters Score -7764719 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7765877.500000 Penalty: 5277.561035
	Iteration 14Q: 3 clusters Score -7765878 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7766388.500000 Penalty: 5277.561035
	Iteration 15Q: 3 clusters Score -7766388 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7766609.500000 Penalty: 5277.561035
	Iteration 16Q: 3 clusters Score -7766610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7766703.000000 Penalty: 5277.561035
	Iteration 17Q: 3 clusters Score -7766703 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7766756.000000 Penalty: 5277.561035
	Iteration 18Q: 3 clusters Score -7766756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7766791.500000 Penalty: 5277.561035
	Iteration 19Q: 3 clusters Score -7766792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7766812.500000 Penalty: 5277.561035
	Iteration 20F: 3 clusters Score -7766812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7766826.500000 Penalty: 5277.561035
	Iteration 21Q: 3 clusters Score -7766826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7766831.000000 Penalty: 5277.561035
	Iteration 22Q: 3 clusters Score -7766831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7766833.500000 Penalty: 5277.561035
	Iteration 23Q: 3 clusters Score -7766834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7766836.000000 Penalty: 5277.561035
	Iteration 24Q: 3 clusters Score -7766836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7766839.500000 Penalty: 5277.561035
	Iteration 25Q: 3 clusters Score -7766840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -7766846.000000 Penalty: 5277.561035
	Iteration 26Q: 3 clusters Score -7766846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7766843.000000 Penalty: 5277.561035
	Iteration 27Q: 3 clusters Score -7766843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7766844.500000 Penalty: 5277.561035
	Iteration 28Q: 3 clusters Score -7766844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7766845.500000 Penalty: 5277.561035
	Iteration 29Q: 3 clusters Score -7766846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7766856.500000 Penalty: 5277.561035
	Iteration 30Q: 3 clusters Score -7766856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7766858.500000 Penalty: 5277.561035
	Iteration 31Q: 3 clusters Score -7766858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7766862.500000 Penalty: 5277.561035
	Iteration 32Q: 3 clusters Score -7766862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7766862.500000 Penalty: 5277.561035
	Iteration 33F: 3 clusters Score -7766862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -120832.625000 Penalty: 1698.041870
	Iteration 0F: 2 clusters Score -120832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -119063.578125 Penalty: 3396.083740
	Iteration 0F: 3 clusters Score -119063.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -119806.562500 Penalty: 3396.083740
	Iteration 1F: 3 clusters Score -119806.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -120344.867188 Penalty: 3396.083740
	Iteration 2F: 3 clusters Score -120344.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120720.531250 Penalty: 3396.083740
	Iteration 3F: 3 clusters Score -120720.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -120921.250000 Penalty: 3396.083740
	Iteration 4F: 3 clusters Score -120921.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -121071.109375 Penalty: 3396.083740
	Iteration 5Q: 3 clusters Score -121071.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -121235.453125 Penalty: 3396.083740
	Iteration 6Q: 3 clusters Score -121235.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -121380.148438 Penalty: 3396.083740
	Iteration 7Q: 3 clusters Score -121380.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -121512.593750 Penalty: 3396.083740
	Iteration 8Q: 3 clusters Score -121512.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -121541.578125 Penalty: 3396.083740
	Iteration 9Q: 3 clusters Score -121541.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -121559.656250 Penalty: 3396.083740
	Iteration 10Q: 3 clusters Score -121559.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -121580.468750 Penalty: 3396.083740
	Iteration 11Q: 3 clusters Score -121580.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -121587.828125 Penalty: 3396.083740
	Iteration 12Q: 3 clusters Score -121587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -121589.726562 Penalty: 3396.083740
	Iteration 13Q: 3 clusters Score -121589.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -121592.531250 Penalty: 3396.083740
	Iteration 14Q: 3 clusters Score -121592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -121594.125000 Penalty: 3396.083740
	Iteration 15Q: 3 clusters Score -121594.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -121599.484375 Penalty: 3396.083740
	Iteration 16F: 3 clusters Score -121599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -121607.539062 Penalty: 3396.083740
	Iteration 17Q: 3 clusters Score -121607.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -121612.265625 Penalty: 3396.083740
	Iteration 18Q: 3 clusters Score -121612.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -121620.226562 Penalty: 3396.083740
	Iteration 19Q: 3 clusters Score -121620.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -121620.960938 Penalty: 3396.083740
	Iteration 20F: 3 clusters Score -121621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 41783 members 
Mstep: Class 3 contains 448 members 
Mstep: Class 4 contains 43493 members 
Mstep: Class 5 contains 40965 members 
Mstep: Class 6 contains 40731 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43357 members 
Mstep: Class 9 contains 42485 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41703 members 
Mstep: Class 12 contains 44747 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 22225 members 
Mstep: Class 15 contains 707 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 32572 members 
Mstep: Class 18 contains 45863 members 
Mstep: Class 19 contains 40951 members 
Mstep: Class 20 contains 2732 members 
Mstep: Class 21 contains 42879 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42468 members 
Mstep: Class 24 contains 45237 members 
Mstep: Class 25 contains 38430 members 
Mstep: Class 26 contains 493 members 
Entering Unmasked Estep 
Score: -126937544.000000 Penalty: 86770.679688
Splitting cluster 3 changes total score from -126938112.000000 to -126937544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (43493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Entering Unmasked Estep 
Score: -7952375.500000 Penalty: 2648.728027
	Iteration 0F: 2 clusters Score -7952376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -7923258.500000 Penalty: 5297.456055
	Iteration 0F: 3 clusters Score -7923258 nChanged 20050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -7934492.000000 Penalty: 5297.456055
	Iteration 1F: 3 clusters Score -7934492 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -7935000.500000 Penalty: 5297.456055
	Iteration 2Q: 3 clusters Score -7935000 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -7935648.500000 Penalty: 5297.456055
	Iteration 3Q: 3 clusters Score -7935648 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -7936475.000000 Penalty: 5297.456055
	Iteration 4Q: 3 clusters Score -7936475 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -7937779.500000 Penalty: 5297.456055
	Iteration 5F: 3 clusters Score -7937780 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -7939631.500000 Penalty: 5297.456055
	Iteration 6F: 3 clusters Score -7939632 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -7942281.500000 Penalty: 5297.456055
	Iteration 7F: 3 clusters Score -7942282 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -7945414.500000 Penalty: 5297.456055
	Iteration 8F: 3 clusters Score -7945414 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -7948148.500000 Penalty: 5297.456055
	Iteration 9F: 3 clusters Score -7948148 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -7949530.500000 Penalty: 5297.456055
	Iteration 10Q: 3 clusters Score -7949530 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -7950030.500000 Penalty: 5297.456055
	Iteration 11Q: 3 clusters Score -7950030 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -7950337.500000 Penalty: 5297.456055
	Iteration 12Q: 3 clusters Score -7950338 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -7950453.000000 Penalty: 5297.456055
	Iteration 13Q: 3 clusters Score -7950453 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -7950567.000000 Penalty: 5297.456055
	Iteration 14Q: 3 clusters Score -7950567 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -7950618.000000 Penalty: 5297.456055
	Iteration 15Q: 3 clusters Score -7950618 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -7950650.500000 Penalty: 5297.456055
	Iteration 16Q: 3 clusters Score -7950650 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -7950679.000000 Penalty: 5297.456055
	Iteration 17Q: 3 clusters Score -7950679 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -7950698.500000 Penalty: 5297.456055
	Iteration 18Q: 3 clusters Score -7950698 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -7950715.500000 Penalty: 5297.456055
	Iteration 19Q: 3 clusters Score -7950716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -7950748.000000 Penalty: 5297.456055
	Iteration 20F: 3 clusters Score -7950748 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -7950760.000000 Penalty: 5297.456055
	Iteration 21Q: 3 clusters Score -7950760 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -7950779.000000 Penalty: 5297.456055
	Iteration 22Q: 3 clusters Score -7950779 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -7950795.500000 Penalty: 5297.456055
	Iteration 23Q: 3 clusters Score -7950796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -7950794.000000 Penalty: 5297.456055
	Iteration 24Q: 3 clusters Score -7950794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -7950796.000000 Penalty: 5297.456055
	Iteration 25Q: 3 clusters Score -7950796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -7950796.000000 Penalty: 5297.456055
	Iteration 26Q: 3 clusters Score -7950796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -7950785.000000 Penalty: 5297.456055
	Iteration 27Q: 3 clusters Score -7950785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -7950796.000000 Penalty: 5297.456055
	Iteration 28Q: 3 clusters Score -7950796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -7950787.500000 Penalty: 5297.456055
	Iteration 29Q: 3 clusters Score -7950788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -7950807.500000 Penalty: 5297.456055
	Iteration 30Q: 3 clusters Score -7950808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -7950805.500000 Penalty: 5297.456055
	Iteration 31Q: 3 clusters Score -7950806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -7950820.000000 Penalty: 5297.456055
	Iteration 32Q: 3 clusters Score -7950820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -7950841.000000 Penalty: 5297.456055
	Iteration 33Q: 3 clusters Score -7950841 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -7950846.000000 Penalty: 5297.456055
	Iteration 34Q: 3 clusters Score -7950846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -7950845.500000 Penalty: 5297.456055
	Iteration 35Q: 3 clusters Score -7950846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -7950846.000000 Penalty: 5297.456055
	Iteration 36Q: 3 clusters Score -7950846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -7950846.500000 Penalty: 5297.456055
	Iteration 37Q: 3 clusters Score -7950846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -7950851.000000 Penalty: 5297.456055
	Iteration 38Q: 3 clusters Score -7950851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -7950845.000000 Penalty: 5297.456055
	Iteration 39Q: 3 clusters Score -7950845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -7950838.500000 Penalty: 5297.456055
	Iteration 40F: 3 clusters Score -7950838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -7950846.500000 Penalty: 5297.456055
	Iteration 41Q: 3 clusters Score -7950846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -7950845.000000 Penalty: 5297.456055
	Iteration 42Q: 3 clusters Score -7950845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -7950844.000000 Penalty: 5297.456055
	Iteration 43Q: 3 clusters Score -7950844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -7950850.500000 Penalty: 5297.456055
	Iteration 44Q: 3 clusters Score -7950850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -7950863.000000 Penalty: 5297.456055
	Iteration 45Q: 3 clusters Score -7950863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -7950861.000000 Penalty: 5297.456055
	Iteration 46Q: 3 clusters Score -7950861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -7950867.500000 Penalty: 5297.456055
	Iteration 47Q: 3 clusters Score -7950868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -7950863.000000 Penalty: 5297.456055
	Iteration 48Q: 3 clusters Score -7950863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -7950864.500000 Penalty: 5297.456055
	Iteration 49Q: 3 clusters Score -7950864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -7950862.000000 Penalty: 5297.456055
	Iteration 50Q: 3 clusters Score -7950862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -7950857.500000 Penalty: 5297.456055
	Iteration 51Q: 3 clusters Score -7950858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -7950854.000000 Penalty: 5297.456055
	Iteration 52Q: 3 clusters Score -7950854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -7950853.500000 Penalty: 5297.456055
	Iteration 53Q: 3 clusters Score -7950854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -7950856.000000 Penalty: 5297.456055
	Iteration 54Q: 3 clusters Score -7950856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -7950861.500000 Penalty: 5297.456055
	Iteration 55Q: 3 clusters Score -7950862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -7950856.500000 Penalty: 5297.456055
	Iteration 56Q: 3 clusters Score -7950856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -7950862.500000 Penalty: 5297.456055
	Iteration 57Q: 3 clusters Score -7950862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -7950851.500000 Penalty: 5297.456055
	Iteration 58Q: 3 clusters Score -7950852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -7950849.000000 Penalty: 5297.456055
	Iteration 59Q: 3 clusters Score -7950849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -7950844.500000 Penalty: 5297.456055
	Iteration 60F: 3 clusters Score -7950844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -7950847.000000 Penalty: 5297.456055
	Iteration 61Q: 3 clusters Score -7950847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -7950855.500000 Penalty: 5297.456055
	Iteration 62Q: 3 clusters Score -7950856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -7950860.500000 Penalty: 5297.456055
	Iteration 63Q: 3 clusters Score -7950860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -7950857.500000 Penalty: 5297.456055
	Iteration 64Q: 3 clusters Score -7950858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -7950849.500000 Penalty: 5297.456055
	Iteration 65Q: 3 clusters Score -7950850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -7950852.500000 Penalty: 5297.456055
	Iteration 66Q: 3 clusters Score -7950852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -7950852.500000 Penalty: 5297.456055
	Iteration 67F: 3 clusters Score -7950852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Entering Unmasked Estep 
Score: -7553104.500000 Penalty: 2633.877197
	Iteration 0F: 2 clusters Score -7553104 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 20419 members 
Entering Unmasked Estep 
Score: -7525746.000000 Penalty: 5267.754395
	Iteration 0F: 3 clusters Score -7525746 nChanged 18595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -7535946.000000 Penalty: 5267.754395
	Iteration 1F: 3 clusters Score -7535946 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -7536699.000000 Penalty: 5267.754395
	Iteration 2Q: 3 clusters Score -7536699 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -7537707.500000 Penalty: 5267.754395
	Iteration 3Q: 3 clusters Score -7537708 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -7538966.000000 Penalty: 5267.754395
	Iteration 4Q: 3 clusters Score -7538966 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -7540441.000000 Penalty: 5267.754395
	Iteration 5F: 3 clusters Score -7540441 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -7541945.000000 Penalty: 5267.754395
	Iteration 6F: 3 clusters Score -7541945 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -7543633.500000 Penalty: 5267.754395
	Iteration 7F: 3 clusters Score -7543634 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -7545353.000000 Penalty: 5267.754395
	Iteration 8F: 3 clusters Score -7545353 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -7546798.500000 Penalty: 5267.754395
	Iteration 9F: 3 clusters Score -7546798 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -7547724.500000 Penalty: 5267.754395
	Iteration 10Q: 3 clusters Score -7547724 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -7548248.500000 Penalty: 5267.754395
	Iteration 11Q: 3 clusters Score -7548248 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -7548591.500000 Penalty: 5267.754395
	Iteration 12Q: 3 clusters Score -7548592 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -7548920.500000 Penalty: 5267.754395
	Iteration 13Q: 3 clusters Score -7548920 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -7549297.500000 Penalty: 5267.754395
	Iteration 14Q: 3 clusters Score -7549298 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -7549588.000000 Penalty: 5267.754395
	Iteration 15Q: 3 clusters Score -7549588 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -7549865.500000 Penalty: 5267.754395
	Iteration 16Q: 3 clusters Score -7549866 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -7550169.000000 Penalty: 5267.754395
	Iteration 17Q: 3 clusters Score -7550169 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -7550391.500000 Penalty: 5267.754395
	Iteration 18Q: 3 clusters Score -7550392 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -7550637.500000 Penalty: 5267.754395
	Iteration 19Q: 3 clusters Score -7550638 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -7550815.500000 Penalty: 5267.754395
	Iteration 20F: 3 clusters Score -7550816 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -7550969.000000 Penalty: 5267.754395
	Iteration 21Q: 3 clusters Score -7550969 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -7551066.500000 Penalty: 5267.754395
	Iteration 22Q: 3 clusters Score -7551066 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -7551173.500000 Penalty: 5267.754395
	Iteration 23Q: 3 clusters Score -7551174 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -7551281.000000 Penalty: 5267.754395
	Iteration 24Q: 3 clusters Score -7551281 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -7551390.000000 Penalty: 5267.754395
	Iteration 25Q: 3 clusters Score -7551390 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -7551495.500000 Penalty: 5267.754395
	Iteration 26Q: 3 clusters Score -7551496 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -7551562.000000 Penalty: 5267.754395
	Iteration 27Q: 3 clusters Score -7551562 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -7551661.000000 Penalty: 5267.754395
	Iteration 28Q: 3 clusters Score -7551661 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -7551730.000000 Penalty: 5267.754395
	Iteration 29Q: 3 clusters Score -7551730 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -7551789.000000 Penalty: 5267.754395
	Iteration 30Q: 3 clusters Score -7551789 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -7551837.000000 Penalty: 5267.754395
	Iteration 31Q: 3 clusters Score -7551837 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -7551878.000000 Penalty: 5267.754395
	Iteration 32Q: 3 clusters Score -7551878 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -7551910.000000 Penalty: 5267.754395
	Iteration 33Q: 3 clusters Score -7551910 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -7551944.000000 Penalty: 5267.754395
	Iteration 34Q: 3 clusters Score -7551944 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -7551985.000000 Penalty: 5267.754395
	Iteration 35Q: 3 clusters Score -7551985 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -7552011.500000 Penalty: 5267.754395
	Iteration 36Q: 3 clusters Score -7552012 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -7552018.500000 Penalty: 5267.754395
	Iteration 37Q: 3 clusters Score -7552018 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -7552038.000000 Penalty: 5267.754395
	Iteration 38Q: 3 clusters Score -7552038 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -7552072.500000 Penalty: 5267.754395
	Iteration 39Q: 3 clusters Score -7552072 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -7552093.500000 Penalty: 5267.754395
	Iteration 40F: 3 clusters Score -7552094 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -7552119.000000 Penalty: 5267.754395
	Iteration 41Q: 3 clusters Score -7552119 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -7552126.000000 Penalty: 5267.754395
	Iteration 42Q: 3 clusters Score -7552126 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -7552147.500000 Penalty: 5267.754395
	Iteration 43Q: 3 clusters Score -7552148 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -7552151.000000 Penalty: 5267.754395
	Iteration 44Q: 3 clusters Score -7552151 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -7552164.500000 Penalty: 5267.754395
	Iteration 45Q: 3 clusters Score -7552164 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -7552186.000000 Penalty: 5267.754395
	Iteration 46Q: 3 clusters Score -7552186 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -7552200.000000 Penalty: 5267.754395
	Iteration 47Q: 3 clusters Score -7552200 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -7552206.000000 Penalty: 5267.754395
	Iteration 48Q: 3 clusters Score -7552206 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -7552240.000000 Penalty: 5267.754395
	Iteration 49Q: 3 clusters Score -7552240 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -7552258.000000 Penalty: 5267.754395
	Iteration 50Q: 3 clusters Score -7552258 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -7552265.000000 Penalty: 5267.754395
	Iteration 51Q: 3 clusters Score -7552265 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -7552274.500000 Penalty: 5267.754395
	Iteration 52Q: 3 clusters Score -7552274 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -7552279.000000 Penalty: 5267.754395
	Iteration 53Q: 3 clusters Score -7552279 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -7552297.000000 Penalty: 5267.754395
	Iteration 54Q: 3 clusters Score -7552297 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -7552297.500000 Penalty: 5267.754395
	Iteration 55Q: 3 clusters Score -7552298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -7552304.500000 Penalty: 5267.754395
	Iteration 56Q: 3 clusters Score -7552304 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -7552302.000000 Penalty: 5267.754395
	Iteration 57Q: 3 clusters Score -7552302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -7552314.000000 Penalty: 5267.754395
	Iteration 58Q: 3 clusters Score -7552314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -7552315.000000 Penalty: 5267.754395
	Iteration 59Q: 3 clusters Score -7552315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -7552337.000000 Penalty: 5267.754395
	Iteration 60F: 3 clusters Score -7552337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -7552331.500000 Penalty: 5267.754395
	Iteration 61Q: 3 clusters Score -7552332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -7552325.500000 Penalty: 5267.754395
	Iteration 62Q: 3 clusters Score -7552326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -7552329.000000 Penalty: 5267.754395
	Iteration 63Q: 3 clusters Score -7552329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -7552337.000000 Penalty: 5267.754395
	Iteration 64Q: 3 clusters Score -7552337 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -7552334.500000 Penalty: 5267.754395
	Iteration 65Q: 3 clusters Score -7552334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -7552322.000000 Penalty: 5267.754395
	Iteration 66Q: 3 clusters Score -7552322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -7552330.500000 Penalty: 5267.754395
	Iteration 67Q: 3 clusters Score -7552330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -7552331.500000 Penalty: 5267.754395
	Iteration 68Q: 3 clusters Score -7552332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -7552325.500000 Penalty: 5267.754395
	Iteration 69Q: 3 clusters Score -7552326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -7552329.000000 Penalty: 5267.754395
	Iteration 70Q: 3 clusters Score -7552329 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -7552340.500000 Penalty: 5267.754395
	Iteration 71Q: 3 clusters Score -7552340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -7552347.000000 Penalty: 5267.754395
	Iteration 72Q: 3 clusters Score -7552347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -7552344.500000 Penalty: 5267.754395
	Iteration 73Q: 3 clusters Score -7552344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -7552343.000000 Penalty: 5267.754395
	Iteration 74Q: 3 clusters Score -7552343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -7552352.000000 Penalty: 5267.754395
	Iteration 75Q: 3 clusters Score -7552352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -7552354.000000 Penalty: 5267.754395
	Iteration 76Q: 3 clusters Score -7552354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -7552340.000000 Penalty: 5267.754395
	Iteration 77Q: 3 clusters Score -7552340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -7552338.500000 Penalty: 5267.754395
	Iteration 78Q: 3 clusters Score -7552338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -7552328.500000 Penalty: 5267.754395
	Iteration 79Q: 3 clusters Score -7552328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -7552339.000000 Penalty: 5267.754395
	Iteration 80F: 3 clusters Score -7552339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -7552340.000000 Penalty: 5267.754395
	Iteration 81Q: 3 clusters Score -7552340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -7552338.500000 Penalty: 5267.754395
	Iteration 82Q: 3 clusters Score -7552338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -7552345.500000 Penalty: 5267.754395
	Iteration 83Q: 3 clusters Score -7552346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -7552340.500000 Penalty: 5267.754395
	Iteration 84Q: 3 clusters Score -7552340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -7552340.500000 Penalty: 5267.754395
	Iteration 85Q: 3 clusters Score -7552340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -7552346.000000 Penalty: 5267.754395
	Iteration 86Q: 3 clusters Score -7552346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -7552346.500000 Penalty: 5267.754395
	Iteration 87Q: 3 clusters Score -7552346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -7552345.000000 Penalty: 5267.754395
	Iteration 88Q: 3 clusters Score -7552345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -7552346.000000 Penalty: 5267.754395
	Iteration 89Q: 3 clusters Score -7552346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -7552339.500000 Penalty: 5267.754395
	Iteration 90Q: 3 clusters Score -7552340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -7552342.000000 Penalty: 5267.754395
	Iteration 91Q: 3 clusters Score -7552342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -7552344.000000 Penalty: 5267.754395
	Iteration 92Q: 3 clusters Score -7552344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -7552348.000000 Penalty: 5267.754395
	Iteration 93Q: 3 clusters Score -7552348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -7552350.500000 Penalty: 5267.754395
	Iteration 94Q: 3 clusters Score -7552350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -7552355.000000 Penalty: 5267.754395
	Iteration 95Q: 3 clusters Score -7552355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -7552353.000000 Penalty: 5267.754395
	Iteration 96Q: 3 clusters Score -7552353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -7552357.500000 Penalty: 5267.754395
	Iteration 97Q: 3 clusters Score -7552358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -7552354.500000 Penalty: 5267.754395
	Iteration 98Q: 3 clusters Score -7552354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -7552356.500000 Penalty: 5267.754395
	Iteration 99Q: 3 clusters Score -7552356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -7552356.000000 Penalty: 5267.754395
	Iteration 100F: 3 clusters Score -7552356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -7552350.000000 Penalty: 5267.754395
	Iteration 101Q: 3 clusters Score -7552350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -7552355.000000 Penalty: 5267.754395
	Iteration 102Q: 3 clusters Score -7552355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -7552359.500000 Penalty: 5267.754395
	Iteration 103Q: 3 clusters Score -7552360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -7552359.000000 Penalty: 5267.754395
	Iteration 104Q: 3 clusters Score -7552359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -7552359.000000 Penalty: 5267.754395
	Iteration 105F: 3 clusters Score -7552359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Entering Unmasked Estep 
Score: -7490273.500000 Penalty: 2632.456787
	Iteration 0F: 2 clusters Score -7490274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -7462777.500000 Penalty: 5264.913574
	Iteration 0F: 3 clusters Score -7462778 nChanged 18655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -7473261.500000 Penalty: 5264.913574
	Iteration 1F: 3 clusters Score -7473262 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -7474249.500000 Penalty: 5264.913574
	Iteration 2Q: 3 clusters Score -7474250 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -7475451.500000 Penalty: 5264.913574
	Iteration 3F: 3 clusters Score -7475452 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -7476728.500000 Penalty: 5264.913574
	Iteration 4F: 3 clusters Score -7476728 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -7478192.000000 Penalty: 5264.913574
	Iteration 5F: 3 clusters Score -7478192 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -7479834.500000 Penalty: 5264.913574
	Iteration 6F: 3 clusters Score -7479834 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -7481624.000000 Penalty: 5264.913574
	Iteration 7F: 3 clusters Score -7481624 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -7483117.500000 Penalty: 5264.913574
	Iteration 8F: 3 clusters Score -7483118 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -7483991.500000 Penalty: 5264.913574
	Iteration 9Q: 3 clusters Score -7483992 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -7484487.000000 Penalty: 5264.913574
	Iteration 10Q: 3 clusters Score -7484487 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -7484750.000000 Penalty: 5264.913574
	Iteration 11Q: 3 clusters Score -7484750 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -7484964.000000 Penalty: 5264.913574
	Iteration 12Q: 3 clusters Score -7484964 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -7485121.500000 Penalty: 5264.913574
	Iteration 13Q: 3 clusters Score -7485122 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -7485303.500000 Penalty: 5264.913574
	Iteration 14Q: 3 clusters Score -7485304 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -7485510.000000 Penalty: 5264.913574
	Iteration 15Q: 3 clusters Score -7485510 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -7485683.500000 Penalty: 5264.913574
	Iteration 16Q: 3 clusters Score -7485684 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -7485901.000000 Penalty: 5264.913574
	Iteration 17Q: 3 clusters Score -7485901 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -7486083.000000 Penalty: 5264.913574
	Iteration 18Q: 3 clusters Score -7486083 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -7486263.000000 Penalty: 5264.913574
	Iteration 19Q: 3 clusters Score -7486263 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -7486439.500000 Penalty: 5264.913574
	Iteration 20F: 3 clusters Score -7486440 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -7486636.000000 Penalty: 5264.913574
	Iteration 21Q: 3 clusters Score -7486636 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -7486809.000000 Penalty: 5264.913574
	Iteration 22Q: 3 clusters Score -7486809 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -7486977.000000 Penalty: 5264.913574
	Iteration 23Q: 3 clusters Score -7486977 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -7487089.500000 Penalty: 5264.913574
	Iteration 24Q: 3 clusters Score -7487090 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -7487187.000000 Penalty: 5264.913574
	Iteration 25Q: 3 clusters Score -7487187 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -7487253.000000 Penalty: 5264.913574
	Iteration 26Q: 3 clusters Score -7487253 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -7487366.500000 Penalty: 5264.913574
	Iteration 27Q: 3 clusters Score -7487366 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -7487437.000000 Penalty: 5264.913574
	Iteration 28Q: 3 clusters Score -7487437 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -7487513.500000 Penalty: 5264.913574
	Iteration 29Q: 3 clusters Score -7487514 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -7487601.000000 Penalty: 5264.913574
	Iteration 30Q: 3 clusters Score -7487601 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -7487669.500000 Penalty: 5264.913574
	Iteration 31Q: 3 clusters Score -7487670 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -7487737.000000 Penalty: 5264.913574
	Iteration 32Q: 3 clusters Score -7487737 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -7487839.500000 Penalty: 5264.913574
	Iteration 33Q: 3 clusters Score -7487840 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -7487880.500000 Penalty: 5264.913574
	Iteration 34Q: 3 clusters Score -7487880 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -7487933.000000 Penalty: 5264.913574
	Iteration 35Q: 3 clusters Score -7487933 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -7487998.000000 Penalty: 5264.913574
	Iteration 36Q: 3 clusters Score -7487998 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -7488082.000000 Penalty: 5264.913574
	Iteration 37Q: 3 clusters Score -7488082 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -7488102.500000 Penalty: 5264.913574
	Iteration 38Q: 3 clusters Score -7488102 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -7488155.500000 Penalty: 5264.913574
	Iteration 39Q: 3 clusters Score -7488156 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -7488204.000000 Penalty: 5264.913574
	Iteration 40F: 3 clusters Score -7488204 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -7488234.500000 Penalty: 5264.913574
	Iteration 41Q: 3 clusters Score -7488234 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -7488269.000000 Penalty: 5264.913574
	Iteration 42Q: 3 clusters Score -7488269 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -7488309.500000 Penalty: 5264.913574
	Iteration 43Q: 3 clusters Score -7488310 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -7488312.000000 Penalty: 5264.913574
	Iteration 44Q: 3 clusters Score -7488312 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -7488381.000000 Penalty: 5264.913574
	Iteration 45Q: 3 clusters Score -7488381 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -7488376.500000 Penalty: 5264.913574
	Iteration 46Q: 3 clusters Score -7488376 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -7488405.500000 Penalty: 5264.913574
	Iteration 47Q: 3 clusters Score -7488406 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -7488430.500000 Penalty: 5264.913574
	Iteration 48Q: 3 clusters Score -7488430 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -7488449.000000 Penalty: 5264.913574
	Iteration 49Q: 3 clusters Score -7488449 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -7488477.000000 Penalty: 5264.913574
	Iteration 50Q: 3 clusters Score -7488477 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7488481.000000 Penalty: 5264.913574
	Iteration 51Q: 3 clusters Score -7488481 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7488466.500000 Penalty: 5264.913574
	Iteration 52Q: 3 clusters Score -7488466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7488484.500000 Penalty: 5264.913574
	Iteration 53Q: 3 clusters Score -7488484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7488493.500000 Penalty: 5264.913574
	Iteration 54Q: 3 clusters Score -7488494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7488496.500000 Penalty: 5264.913574
	Iteration 55Q: 3 clusters Score -7488496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -7488506.500000 Penalty: 5264.913574
	Iteration 56Q: 3 clusters Score -7488506 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7488495.500000 Penalty: 5264.913574
	Iteration 57Q: 3 clusters Score -7488496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7488509.500000 Penalty: 5264.913574
	Iteration 58Q: 3 clusters Score -7488510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7488519.500000 Penalty: 5264.913574
	Iteration 59Q: 3 clusters Score -7488520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -7488524.500000 Penalty: 5264.913574
	Iteration 60F: 3 clusters Score -7488524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -7488515.000000 Penalty: 5264.913574
	Iteration 61Q: 3 clusters Score -7488515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7488505.000000 Penalty: 5264.913574
	Iteration 62Q: 3 clusters Score -7488505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -7488515.500000 Penalty: 5264.913574
	Iteration 63Q: 3 clusters Score -7488516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -7488528.500000 Penalty: 5264.913574
	Iteration 64Q: 3 clusters Score -7488528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7488523.500000 Penalty: 5264.913574
	Iteration 65Q: 3 clusters Score -7488524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7488533.500000 Penalty: 5264.913574
	Iteration 66Q: 3 clusters Score -7488534 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -7488545.500000 Penalty: 5264.913574
	Iteration 67Q: 3 clusters Score -7488546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7488543.500000 Penalty: 5264.913574
	Iteration 68Q: 3 clusters Score -7488544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7488552.000000 Penalty: 5264.913574
	Iteration 69Q: 3 clusters Score -7488552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7488554.000000 Penalty: 5264.913574
	Iteration 70Q: 3 clusters Score -7488554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7488559.500000 Penalty: 5264.913574
	Iteration 71Q: 3 clusters Score -7488560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7488564.500000 Penalty: 5264.913574
	Iteration 72Q: 3 clusters Score -7488564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7488554.500000 Penalty: 5264.913574
	Iteration 73Q: 3 clusters Score -7488554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7488545.500000 Penalty: 5264.913574
	Iteration 74Q: 3 clusters Score -7488546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7488549.000000 Penalty: 5264.913574
	Iteration 75Q: 3 clusters Score -7488549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7488545.500000 Penalty: 5264.913574
	Iteration 76Q: 3 clusters Score -7488546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -7488539.000000 Penalty: 5264.913574
	Iteration 77Q: 3 clusters Score -7488539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7488543.000000 Penalty: 5264.913574
	Iteration 78Q: 3 clusters Score -7488543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7488545.500000 Penalty: 5264.913574
	Iteration 79Q: 3 clusters Score -7488546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -7488550.000000 Penalty: 5264.913574
	Iteration 80F: 3 clusters Score -7488550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7488545.500000 Penalty: 5264.913574
	Iteration 81Q: 3 clusters Score -7488546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7488550.500000 Penalty: 5264.913574
	Iteration 82Q: 3 clusters Score -7488550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -7488549.500000 Penalty: 5264.913574
	Iteration 83Q: 3 clusters Score -7488550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7488539.000000 Penalty: 5264.913574
	Iteration 84Q: 3 clusters Score -7488539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7488543.500000 Penalty: 5264.913574
	Iteration 85Q: 3 clusters Score -7488544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7488538.000000 Penalty: 5264.913574
	Iteration 86Q: 3 clusters Score -7488538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7488540.000000 Penalty: 5264.913574
	Iteration 87Q: 3 clusters Score -7488540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7488536.500000 Penalty: 5264.913574
	Iteration 88Q: 3 clusters Score -7488536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7488537.000000 Penalty: 5264.913574
	Iteration 89Q: 3 clusters Score -7488537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7488542.500000 Penalty: 5264.913574
	Iteration 90Q: 3 clusters Score -7488542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7488538.000000 Penalty: 5264.913574
	Iteration 91Q: 3 clusters Score -7488538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7488552.000000 Penalty: 5264.913574
	Iteration 92Q: 3 clusters Score -7488552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7488544.500000 Penalty: 5264.913574
	Iteration 93Q: 3 clusters Score -7488544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7488542.500000 Penalty: 5264.913574
	Iteration 94Q: 3 clusters Score -7488542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7488551.000000 Penalty: 5264.913574
	Iteration 95Q: 3 clusters Score -7488551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7488545.500000 Penalty: 5264.913574
	Iteration 96Q: 3 clusters Score -7488546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7488549.000000 Penalty: 5264.913574
	Iteration 97Q: 3 clusters Score -7488549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7488545.000000 Penalty: 5264.913574
	Iteration 98Q: 3 clusters Score -7488545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7488556.500000 Penalty: 5264.913574
	Iteration 99Q: 3 clusters Score -7488556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -7488556.500000 Penalty: 5264.913574
	Iteration 100F: 3 clusters Score -7488556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7488562.000000 Penalty: 5264.913574
	Iteration 101Q: 3 clusters Score -7488562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7488558.500000 Penalty: 5264.913574
	Iteration 102Q: 3 clusters Score -7488558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7488552.500000 Penalty: 5264.913574
	Iteration 103Q: 3 clusters Score -7488552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7488553.000000 Penalty: 5264.913574
	Iteration 104Q: 3 clusters Score -7488553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7488558.500000 Penalty: 5264.913574
	Iteration 105Q: 3 clusters Score -7488558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7488552.000000 Penalty: 5264.913574
	Iteration 106Q: 3 clusters Score -7488552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7488552.500000 Penalty: 5264.913574
	Iteration 107Q: 3 clusters Score -7488552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7488553.500000 Penalty: 5264.913574
	Iteration 108Q: 3 clusters Score -7488554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7488547.500000 Penalty: 5264.913574
	Iteration 109Q: 3 clusters Score -7488548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -7488544.000000 Penalty: 5264.913574
	Iteration 110Q: 3 clusters Score -7488544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7488545.000000 Penalty: 5264.913574
	Iteration 111Q: 3 clusters Score -7488545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -7488550.500000 Penalty: 5264.913574
	Iteration 112Q: 3 clusters Score -7488550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7488545.500000 Penalty: 5264.913574
	Iteration 113Q: 3 clusters Score -7488546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -7488545.500000 Penalty: 5264.913574
	Iteration 114F: 3 clusters Score -7488546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -50569.699219 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -50569.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49314.203125 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -49314.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49638.664062 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -49638.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49855.972656 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -49855.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -50154.812500 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -50154.81 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -50542.140625 Penalty: 3118.777832
	Iteration 4F: 3 clusters Score -50542.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50760.199219 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -50760.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50854.445312 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -50854.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50885.746094 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -50885.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -50920.023438 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -50920.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50932.460938 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -50932.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50970.027344 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -50970.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50995.300781 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -50995.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -51040.359375 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -51040.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -51052.625000 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -51052.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -51054.058594 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -51054.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -51081.382812 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -51081.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -51110.992188 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -51110.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -51131.933594 Penalty: 3118.777832
	Iteration 17F: 3 clusters Score -51131.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51237.820312 Penalty: 3118.777832
	Iteration 18Q: 3 clusters Score -51237.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -51280.679688 Penalty: 3118.777832
	Iteration 19Q: 3 clusters Score -51280.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -51299.539062 Penalty: 3118.777832
	Iteration 20F: 3 clusters Score -51299.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51314.816406 Penalty: 3118.777832
	Iteration 21Q: 3 clusters Score -51314.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51314.816406 Penalty: 3118.777832
	Iteration 22F: 3 clusters Score -51314.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 41783 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43493 members 
Mstep: Class 5 contains 40965 members 
Mstep: Class 6 contains 40731 members 
Mstep: Class 7 contains 405 members 
Mstep: Class 8 contains 43357 members 
Mstep: Class 9 contains 42485 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41703 members 
Mstep: Class 12 contains 44747 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 22225 members 
Mstep: Class 15 contains 707 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 32572 members 
Mstep: Class 18 contains 45863 members 
Mstep: Class 19 contains 40951 members 
Mstep: Class 20 contains 2732 members 
Mstep: Class 21 contains 42879 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42468 members 
Mstep: Class 24 contains 45237 members 
Mstep: Class 25 contains 38430 members 
Mstep: Class 26 contains 133 members 
Entering Unmasked Estep 
Score: -126937240.000000 Penalty: 86770.679688
Splitting cluster 7 changes total score from -126938112.000000 to -126937240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (43357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Entering Unmasked Estep 
Score: -8025376.000000 Penalty: 2647.951416
	Iteration 0F: 2 clusters Score -8025376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -7996870.500000 Penalty: 5295.902832
	Iteration 0F: 3 clusters Score -7996870 nChanged 19719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -8007527.500000 Penalty: 5295.902832
	Iteration 1F: 3 clusters Score -8007528 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -8007993.000000 Penalty: 5295.902832
	Iteration 2Q: 3 clusters Score -8007993 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -8008328.500000 Penalty: 5295.902832
	Iteration 3Q: 3 clusters Score -8008328 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -8008699.000000 Penalty: 5295.902832
	Iteration 4Q: 3 clusters Score -8008699 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -8009136.000000 Penalty: 5295.902832
	Iteration 5Q: 3 clusters Score -8009136 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -8009542.500000 Penalty: 5295.902832
	Iteration 6Q: 3 clusters Score -8009542 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -8010113.500000 Penalty: 5295.902832
	Iteration 7Q: 3 clusters Score -8010114 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -8011070.000000 Penalty: 5295.902832
	Iteration 8Q: 3 clusters Score -8011070 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -8012305.000000 Penalty: 5295.902832
	Iteration 9Q: 3 clusters Score -8012305 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -8014112.000000 Penalty: 5295.902832
	Iteration 10F: 3 clusters Score -8014112 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -8016354.000000 Penalty: 5295.902832
	Iteration 11F: 3 clusters Score -8016354 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -8018577.000000 Penalty: 5295.902832
	Iteration 12F: 3 clusters Score -8018577 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -8020304.000000 Penalty: 5295.902832
	Iteration 13Q: 3 clusters Score -8020304 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -8021414.500000 Penalty: 5295.902832
	Iteration 14Q: 3 clusters Score -8021414 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -8022170.000000 Penalty: 5295.902832
	Iteration 15Q: 3 clusters Score -8022170 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -8022548.500000 Penalty: 5295.902832
	Iteration 16Q: 3 clusters Score -8022548 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -8022829.000000 Penalty: 5295.902832
	Iteration 17Q: 3 clusters Score -8022829 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -8022935.000000 Penalty: 5295.902832
	Iteration 18Q: 3 clusters Score -8022935 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -8023060.500000 Penalty: 5295.902832
	Iteration 19Q: 3 clusters Score -8023060 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -8023109.500000 Penalty: 5295.902832
	Iteration 20F: 3 clusters Score -8023110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -8023164.500000 Penalty: 5295.902832
	Iteration 21Q: 3 clusters Score -8023164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -8023192.000000 Penalty: 5295.902832
	Iteration 22Q: 3 clusters Score -8023192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -8023198.500000 Penalty: 5295.902832
	Iteration 23Q: 3 clusters Score -8023198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -8023212.500000 Penalty: 5295.902832
	Iteration 24Q: 3 clusters Score -8023212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8023227.500000 Penalty: 5295.902832
	Iteration 25Q: 3 clusters Score -8023228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -8023233.000000 Penalty: 5295.902832
	Iteration 26Q: 3 clusters Score -8023233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -8023238.500000 Penalty: 5295.902832
	Iteration 27Q: 3 clusters Score -8023238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -8023247.000000 Penalty: 5295.902832
	Iteration 28Q: 3 clusters Score -8023247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -8023250.000000 Penalty: 5295.902832
	Iteration 29Q: 3 clusters Score -8023250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -8023253.500000 Penalty: 5295.902832
	Iteration 30Q: 3 clusters Score -8023254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -8023253.000000 Penalty: 5295.902832
	Iteration 31Q: 3 clusters Score -8023253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -8023262.500000 Penalty: 5295.902832
	Iteration 32Q: 3 clusters Score -8023262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -8023267.000000 Penalty: 5295.902832
	Iteration 33Q: 3 clusters Score -8023267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -8023270.000000 Penalty: 5295.902832
	Iteration 34Q: 3 clusters Score -8023270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -8023273.000000 Penalty: 5295.902832
	Iteration 35Q: 3 clusters Score -8023273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -8023279.000000 Penalty: 5295.902832
	Iteration 36Q: 3 clusters Score -8023279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -8023284.500000 Penalty: 5295.902832
	Iteration 37Q: 3 clusters Score -8023284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -8023287.000000 Penalty: 5295.902832
	Iteration 38Q: 3 clusters Score -8023287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -8023279.000000 Penalty: 5295.902832
	Iteration 39Q: 3 clusters Score -8023279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -8023287.000000 Penalty: 5295.902832
	Iteration 40F: 3 clusters Score -8023287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -8023290.500000 Penalty: 5295.902832
	Iteration 41Q: 3 clusters Score -8023290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -8023289.500000 Penalty: 5295.902832
	Iteration 42Q: 3 clusters Score -8023290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -8023286.500000 Penalty: 5295.902832
	Iteration 43Q: 3 clusters Score -8023286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -8023294.000000 Penalty: 5295.902832
	Iteration 44Q: 3 clusters Score -8023294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -8023292.000000 Penalty: 5295.902832
	Iteration 45Q: 3 clusters Score -8023292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -8023290.000000 Penalty: 5295.902832
	Iteration 46Q: 3 clusters Score -8023290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -8023296.000000 Penalty: 5295.902832
	Iteration 47Q: 3 clusters Score -8023296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8023296.000000 Penalty: 5295.902832
	Iteration 48Q: 3 clusters Score -8023296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -8023305.500000 Penalty: 5295.902832
	Iteration 49Q: 3 clusters Score -8023306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -8023302.500000 Penalty: 5295.902832
	Iteration 50Q: 3 clusters Score -8023302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -8023307.000000 Penalty: 5295.902832
	Iteration 51Q: 3 clusters Score -8023307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -8023308.500000 Penalty: 5295.902832
	Iteration 52Q: 3 clusters Score -8023308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -8023306.500000 Penalty: 5295.902832
	Iteration 53Q: 3 clusters Score -8023306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -8023306.500000 Penalty: 5295.902832
	Iteration 54F: 3 clusters Score -8023306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Entering Unmasked Estep 
Score: -7854875.500000 Penalty: 2642.912598
	Iteration 0F: 2 clusters Score -7854876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -7826418.500000 Penalty: 5285.825195
	Iteration 0F: 3 clusters Score -7826418 nChanged 19510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -7837205.000000 Penalty: 5285.825195
	Iteration 1F: 3 clusters Score -7837205 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -7837942.000000 Penalty: 5285.825195
	Iteration 2Q: 3 clusters Score -7837942 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -7838929.500000 Penalty: 5285.825195
	Iteration 3Q: 3 clusters Score -7838930 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -7840369.000000 Penalty: 5285.825195
	Iteration 4F: 3 clusters Score -7840369 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -7842323.000000 Penalty: 5285.825195
	Iteration 5F: 3 clusters Score -7842323 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -7844727.500000 Penalty: 5285.825195
	Iteration 6F: 3 clusters Score -7844728 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -7847170.500000 Penalty: 5285.825195
	Iteration 7F: 3 clusters Score -7847170 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -7849349.500000 Penalty: 5285.825195
	Iteration 8F: 3 clusters Score -7849350 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -7850860.000000 Penalty: 5285.825195
	Iteration 9Q: 3 clusters Score -7850860 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -7851517.000000 Penalty: 5285.825195
	Iteration 10Q: 3 clusters Score -7851517 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -7851882.500000 Penalty: 5285.825195
	Iteration 11Q: 3 clusters Score -7851882 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -7852095.000000 Penalty: 5285.825195
	Iteration 12Q: 3 clusters Score -7852095 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -7852263.500000 Penalty: 5285.825195
	Iteration 13Q: 3 clusters Score -7852264 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -7852399.000000 Penalty: 5285.825195
	Iteration 14Q: 3 clusters Score -7852399 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -7852469.500000 Penalty: 5285.825195
	Iteration 15Q: 3 clusters Score -7852470 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -7852513.500000 Penalty: 5285.825195
	Iteration 16Q: 3 clusters Score -7852514 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -7852559.500000 Penalty: 5285.825195
	Iteration 17Q: 3 clusters Score -7852560 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -7852631.500000 Penalty: 5285.825195
	Iteration 18Q: 3 clusters Score -7852632 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -7852685.000000 Penalty: 5285.825195
	Iteration 19Q: 3 clusters Score -7852685 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -7852714.000000 Penalty: 5285.825195
	Iteration 20F: 3 clusters Score -7852714 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -7852765.500000 Penalty: 5285.825195
	Iteration 21Q: 3 clusters Score -7852766 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -7852804.000000 Penalty: 5285.825195
	Iteration 22Q: 3 clusters Score -7852804 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -7852821.000000 Penalty: 5285.825195
	Iteration 23Q: 3 clusters Score -7852821 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -7852831.000000 Penalty: 5285.825195
	Iteration 24Q: 3 clusters Score -7852831 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -7852839.500000 Penalty: 5285.825195
	Iteration 25Q: 3 clusters Score -7852840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -7852862.000000 Penalty: 5285.825195
	Iteration 26Q: 3 clusters Score -7852862 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -7852891.500000 Penalty: 5285.825195
	Iteration 27Q: 3 clusters Score -7852892 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -7852908.500000 Penalty: 5285.825195
	Iteration 28Q: 3 clusters Score -7852908 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -7852935.000000 Penalty: 5285.825195
	Iteration 29Q: 3 clusters Score -7852935 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -7852943.500000 Penalty: 5285.825195
	Iteration 30Q: 3 clusters Score -7852944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -7852951.000000 Penalty: 5285.825195
	Iteration 31Q: 3 clusters Score -7852951 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -7852995.000000 Penalty: 5285.825195
	Iteration 32Q: 3 clusters Score -7852995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -7853007.000000 Penalty: 5285.825195
	Iteration 33Q: 3 clusters Score -7853007 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -7853012.500000 Penalty: 5285.825195
	Iteration 34Q: 3 clusters Score -7853012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -7853019.500000 Penalty: 5285.825195
	Iteration 35Q: 3 clusters Score -7853020 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -7853047.000000 Penalty: 5285.825195
	Iteration 36Q: 3 clusters Score -7853047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -7853049.500000 Penalty: 5285.825195
	Iteration 37Q: 3 clusters Score -7853050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -7853053.000000 Penalty: 5285.825195
	Iteration 38Q: 3 clusters Score -7853053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -7853049.500000 Penalty: 5285.825195
	Iteration 39Q: 3 clusters Score -7853050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -7853062.500000 Penalty: 5285.825195
	Iteration 40F: 3 clusters Score -7853062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -7853049.000000 Penalty: 5285.825195
	Iteration 41Q: 3 clusters Score -7853049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -7853060.500000 Penalty: 5285.825195
	Iteration 42Q: 3 clusters Score -7853060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -7853067.500000 Penalty: 5285.825195
	Iteration 43Q: 3 clusters Score -7853068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -7853068.500000 Penalty: 5285.825195
	Iteration 44Q: 3 clusters Score -7853068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -7853073.000000 Penalty: 5285.825195
	Iteration 45Q: 3 clusters Score -7853073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -7853090.500000 Penalty: 5285.825195
	Iteration 46Q: 3 clusters Score -7853090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -7853074.000000 Penalty: 5285.825195
	Iteration 47Q: 3 clusters Score -7853074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -7853088.500000 Penalty: 5285.825195
	Iteration 48Q: 3 clusters Score -7853088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -7853094.500000 Penalty: 5285.825195
	Iteration 49Q: 3 clusters Score -7853094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -7853100.500000 Penalty: 5285.825195
	Iteration 50Q: 3 clusters Score -7853100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -7853095.500000 Penalty: 5285.825195
	Iteration 51Q: 3 clusters Score -7853096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -7853100.500000 Penalty: 5285.825195
	Iteration 52Q: 3 clusters Score -7853100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -7853095.000000 Penalty: 5285.825195
	Iteration 53Q: 3 clusters Score -7853095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -7853093.000000 Penalty: 5285.825195
	Iteration 54Q: 3 clusters Score -7853093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -7853105.000000 Penalty: 5285.825195
	Iteration 55Q: 3 clusters Score -7853105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -7853099.000000 Penalty: 5285.825195
	Iteration 56Q: 3 clusters Score -7853099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -7853102.500000 Penalty: 5285.825195
	Iteration 57Q: 3 clusters Score -7853102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -7853105.500000 Penalty: 5285.825195
	Iteration 58Q: 3 clusters Score -7853106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -7853099.000000 Penalty: 5285.825195
	Iteration 59Q: 3 clusters Score -7853099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -7853102.500000 Penalty: 5285.825195
	Iteration 60F: 3 clusters Score -7853102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -7853105.000000 Penalty: 5285.825195
	Iteration 61Q: 3 clusters Score -7853105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -7853113.000000 Penalty: 5285.825195
	Iteration 62Q: 3 clusters Score -7853113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -7853121.000000 Penalty: 5285.825195
	Iteration 63Q: 3 clusters Score -7853121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -7853116.500000 Penalty: 5285.825195
	Iteration 64Q: 3 clusters Score -7853116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -7853120.000000 Penalty: 5285.825195
	Iteration 65Q: 3 clusters Score -7853120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7853117.000000 Penalty: 5285.825195
	Iteration 66Q: 3 clusters Score -7853117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -7853120.000000 Penalty: 5285.825195
	Iteration 67Q: 3 clusters Score -7853120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -7853121.000000 Penalty: 5285.825195
	Iteration 68Q: 3 clusters Score -7853121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -7853123.000000 Penalty: 5285.825195
	Iteration 69Q: 3 clusters Score -7853123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7853130.500000 Penalty: 5285.825195
	Iteration 70Q: 3 clusters Score -7853130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -7853130.500000 Penalty: 5285.825195
	Iteration 71Q: 3 clusters Score -7853130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -7853127.000000 Penalty: 5285.825195
	Iteration 72Q: 3 clusters Score -7853127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -7853141.500000 Penalty: 5285.825195
	Iteration 73Q: 3 clusters Score -7853142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7853129.500000 Penalty: 5285.825195
	Iteration 74Q: 3 clusters Score -7853130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -7853133.000000 Penalty: 5285.825195
	Iteration 75Q: 3 clusters Score -7853133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -7853135.500000 Penalty: 5285.825195
	Iteration 76Q: 3 clusters Score -7853136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -7853139.000000 Penalty: 5285.825195
	Iteration 77Q: 3 clusters Score -7853139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -7853147.000000 Penalty: 5285.825195
	Iteration 78Q: 3 clusters Score -7853147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -7853145.000000 Penalty: 5285.825195
	Iteration 79Q: 3 clusters Score -7853145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -7853146.500000 Penalty: 5285.825195
	Iteration 80F: 3 clusters Score -7853146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -7853151.000000 Penalty: 5285.825195
	Iteration 81Q: 3 clusters Score -7853151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -7853146.500000 Penalty: 5285.825195
	Iteration 82Q: 3 clusters Score -7853146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -7853146.500000 Penalty: 5285.825195
	Iteration 83Q: 3 clusters Score -7853146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -7853149.500000 Penalty: 5285.825195
	Iteration 84Q: 3 clusters Score -7853150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -7853150.000000 Penalty: 5285.825195
	Iteration 85Q: 3 clusters Score -7853150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -7853150.500000 Penalty: 5285.825195
	Iteration 86Q: 3 clusters Score -7853150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -7853149.000000 Penalty: 5285.825195
	Iteration 87Q: 3 clusters Score -7853149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -7853145.500000 Penalty: 5285.825195
	Iteration 88Q: 3 clusters Score -7853146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -7853148.500000 Penalty: 5285.825195
	Iteration 89Q: 3 clusters Score -7853148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -7853149.500000 Penalty: 5285.825195
	Iteration 90Q: 3 clusters Score -7853150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -7853154.500000 Penalty: 5285.825195
	Iteration 91Q: 3 clusters Score -7853154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -7853160.000000 Penalty: 5285.825195
	Iteration 92Q: 3 clusters Score -7853160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -7853159.500000 Penalty: 5285.825195
	Iteration 93Q: 3 clusters Score -7853160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -7853158.000000 Penalty: 5285.825195
	Iteration 94Q: 3 clusters Score -7853158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -7853158.000000 Penalty: 5285.825195
	Iteration 95F: 3 clusters Score -7853158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -82319.960938 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -82319.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -80852.601562 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -80852.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81154.609375 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -81154.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -81333.312500 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -81333.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81497.023438 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -81497.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81694.726562 Penalty: 3097.106689
	Iteration 4F: 3 clusters Score -81694.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -81779.601562 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -81779.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81804.531250 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -81804.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81844.867188 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -81844.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81860.570312 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -81860.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -81892.140625 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -81892.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -81932.070312 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -81932.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -81942.203125 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -81942.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81945.156250 Penalty: 3097.106689
	Iteration 12Q: 3 clusters Score -81945.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -81945.156250 Penalty: 3097.106689
	Iteration 13F: 3 clusters Score -81945.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Entering Unmasked Estep 
Score: -7784884.500000 Penalty: 2638.305420
	Iteration 0F: 2 clusters Score -7784884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -7757066.000000 Penalty: 5276.610840
	Iteration 0F: 3 clusters Score -7757066 nChanged 19184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -7767568.000000 Penalty: 5276.610840
	Iteration 1F: 3 clusters Score -7767568 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -7767951.500000 Penalty: 5276.610840
	Iteration 2Q: 3 clusters Score -7767952 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -7768289.500000 Penalty: 5276.610840
	Iteration 3Q: 3 clusters Score -7768290 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -7768532.500000 Penalty: 5276.610840
	Iteration 4Q: 3 clusters Score -7768532 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -7768843.000000 Penalty: 5276.610840
	Iteration 5Q: 3 clusters Score -7768843 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -7769032.000000 Penalty: 5276.610840
	Iteration 6Q: 3 clusters Score -7769032 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -7769341.500000 Penalty: 5276.610840
	Iteration 7Q: 3 clusters Score -7769342 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -7769688.000000 Penalty: 5276.610840
	Iteration 8Q: 3 clusters Score -7769688 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -7770298.000000 Penalty: 5276.610840
	Iteration 9Q: 3 clusters Score -7770298 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -7771256.000000 Penalty: 5276.610840
	Iteration 10Q: 3 clusters Score -7771256 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -7772713.000000 Penalty: 5276.610840
	Iteration 11F: 3 clusters Score -7772713 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -7774488.500000 Penalty: 5276.610840
	Iteration 12F: 3 clusters Score -7774488 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -7776382.000000 Penalty: 5276.610840
	Iteration 13F: 3 clusters Score -7776382 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -7778196.500000 Penalty: 5276.610840
	Iteration 14F: 3 clusters Score -7778196 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -7779529.000000 Penalty: 5276.610840
	Iteration 15Q: 3 clusters Score -7779529 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -7780433.000000 Penalty: 5276.610840
	Iteration 16Q: 3 clusters Score -7780433 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -7781033.000000 Penalty: 5276.610840
	Iteration 17Q: 3 clusters Score -7781033 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -7781458.500000 Penalty: 5276.610840
	Iteration 18Q: 3 clusters Score -7781458 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -7781782.000000 Penalty: 5276.610840
	Iteration 19Q: 3 clusters Score -7781782 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -7782008.000000 Penalty: 5276.610840
	Iteration 20F: 3 clusters Score -7782008 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -7782126.500000 Penalty: 5276.610840
	Iteration 21Q: 3 clusters Score -7782126 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -7782258.500000 Penalty: 5276.610840
	Iteration 22Q: 3 clusters Score -7782258 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -7782353.000000 Penalty: 5276.610840
	Iteration 23Q: 3 clusters Score -7782353 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -7782412.000000 Penalty: 5276.610840
	Iteration 24Q: 3 clusters Score -7782412 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -7782445.000000 Penalty: 5276.610840
	Iteration 25Q: 3 clusters Score -7782445 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -7782491.000000 Penalty: 5276.610840
	Iteration 26Q: 3 clusters Score -7782491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -7782510.500000 Penalty: 5276.610840
	Iteration 27Q: 3 clusters Score -7782510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -7782530.000000 Penalty: 5276.610840
	Iteration 28Q: 3 clusters Score -7782530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -7782553.000000 Penalty: 5276.610840
	Iteration 29Q: 3 clusters Score -7782553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -7782565.000000 Penalty: 5276.610840
	Iteration 30Q: 3 clusters Score -7782565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -7782570.000000 Penalty: 5276.610840
	Iteration 31Q: 3 clusters Score -7782570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -7782574.000000 Penalty: 5276.610840
	Iteration 32Q: 3 clusters Score -7782574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -7782604.000000 Penalty: 5276.610840
	Iteration 33Q: 3 clusters Score -7782604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -7782613.500000 Penalty: 5276.610840
	Iteration 34Q: 3 clusters Score -7782614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -7782609.000000 Penalty: 5276.610840
	Iteration 35Q: 3 clusters Score -7782609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -7782620.500000 Penalty: 5276.610840
	Iteration 36Q: 3 clusters Score -7782620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -7782630.000000 Penalty: 5276.610840
	Iteration 37Q: 3 clusters Score -7782630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -7782628.500000 Penalty: 5276.610840
	Iteration 38Q: 3 clusters Score -7782628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -7782635.000000 Penalty: 5276.610840
	Iteration 39Q: 3 clusters Score -7782635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -7782645.500000 Penalty: 5276.610840
	Iteration 40F: 3 clusters Score -7782646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -7782643.500000 Penalty: 5276.610840
	Iteration 41Q: 3 clusters Score -7782644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -7782650.500000 Penalty: 5276.610840
	Iteration 42Q: 3 clusters Score -7782650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -7782647.000000 Penalty: 5276.610840
	Iteration 43Q: 3 clusters Score -7782647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -7782647.000000 Penalty: 5276.610840
	Iteration 44F: 3 clusters Score -7782647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Entering Unmasked Estep 
Score: -8409598.000000 Penalty: 2655.777344
	Iteration 0F: 2 clusters Score -8409598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -8381098.500000 Penalty: 5311.554688
	Iteration 0F: 3 clusters Score -8381098 nChanged 20650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -8392176.000000 Penalty: 5311.554688
	Iteration 1F: 3 clusters Score -8392176 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -8392763.000000 Penalty: 5311.554688
	Iteration 2Q: 3 clusters Score -8392763 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -8393451.000000 Penalty: 5311.554688
	Iteration 3Q: 3 clusters Score -8393451 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -8394341.000000 Penalty: 5311.554688
	Iteration 4Q: 3 clusters Score -8394341 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -8395450.000000 Penalty: 5311.554688
	Iteration 5F: 3 clusters Score -8395450 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -8396885.000000 Penalty: 5311.554688
	Iteration 6F: 3 clusters Score -8396885 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -8398735.000000 Penalty: 5311.554688
	Iteration 7F: 3 clusters Score -8398735 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -8400610.000000 Penalty: 5311.554688
	Iteration 8F: 3 clusters Score -8400610 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -8402553.000000 Penalty: 5311.554688
	Iteration 9F: 3 clusters Score -8402553 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -8403920.000000 Penalty: 5311.554688
	Iteration 10Q: 3 clusters Score -8403920 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -8404693.000000 Penalty: 5311.554688
	Iteration 11Q: 3 clusters Score -8404693 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -8405065.000000 Penalty: 5311.554688
	Iteration 12Q: 3 clusters Score -8405065 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -8405290.000000 Penalty: 5311.554688
	Iteration 13Q: 3 clusters Score -8405290 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -8405440.000000 Penalty: 5311.554688
	Iteration 14Q: 3 clusters Score -8405440 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -8405607.000000 Penalty: 5311.554688
	Iteration 15Q: 3 clusters Score -8405607 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -8405724.000000 Penalty: 5311.554688
	Iteration 16Q: 3 clusters Score -8405724 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -8405849.000000 Penalty: 5311.554688
	Iteration 17Q: 3 clusters Score -8405849 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -8405941.000000 Penalty: 5311.554688
	Iteration 18Q: 3 clusters Score -8405941 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -8406056.000000 Penalty: 5311.554688
	Iteration 19Q: 3 clusters Score -8406056 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -8406116.000000 Penalty: 5311.554688
	Iteration 20F: 3 clusters Score -8406116 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -8406166.000000 Penalty: 5311.554688
	Iteration 21Q: 3 clusters Score -8406166 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -8406230.000000 Penalty: 5311.554688
	Iteration 22Q: 3 clusters Score -8406230 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -8406334.000000 Penalty: 5311.554688
	Iteration 23Q: 3 clusters Score -8406334 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -8406403.000000 Penalty: 5311.554688
	Iteration 24Q: 3 clusters Score -8406403 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -8406479.000000 Penalty: 5311.554688
	Iteration 25Q: 3 clusters Score -8406479 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -8406551.000000 Penalty: 5311.554688
	Iteration 26Q: 3 clusters Score -8406551 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -8406660.000000 Penalty: 5311.554688
	Iteration 27Q: 3 clusters Score -8406660 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -8406734.000000 Penalty: 5311.554688
	Iteration 28Q: 3 clusters Score -8406734 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -8406779.000000 Penalty: 5311.554688
	Iteration 29Q: 3 clusters Score -8406779 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -8406847.000000 Penalty: 5311.554688
	Iteration 30Q: 3 clusters Score -8406847 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -8406881.000000 Penalty: 5311.554688
	Iteration 31Q: 3 clusters Score -8406881 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -8406954.000000 Penalty: 5311.554688
	Iteration 32Q: 3 clusters Score -8406954 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -8407047.000000 Penalty: 5311.554688
	Iteration 33Q: 3 clusters Score -8407047 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -8407113.000000 Penalty: 5311.554688
	Iteration 34Q: 3 clusters Score -8407113 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -8407250.000000 Penalty: 5311.554688
	Iteration 35Q: 3 clusters Score -8407250 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -8407350.000000 Penalty: 5311.554688
	Iteration 36Q: 3 clusters Score -8407350 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -8407433.000000 Penalty: 5311.554688
	Iteration 37Q: 3 clusters Score -8407433 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8407524.000000 Penalty: 5311.554688
	Iteration 38Q: 3 clusters Score -8407524 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8407609.000000 Penalty: 5311.554688
	Iteration 39Q: 3 clusters Score -8407609 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8407660.000000 Penalty: 5311.554688
	Iteration 40F: 3 clusters Score -8407660 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8407630.000000 Penalty: 5311.554688
	Iteration 41Q: 3 clusters Score -8407630 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8407638.000000 Penalty: 5311.554688
	Iteration 42Q: 3 clusters Score -8407638 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8407599.000000 Penalty: 5311.554688
	Iteration 43Q: 3 clusters Score -8407599 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8407584.000000 Penalty: 5311.554688
	Iteration 44Q: 3 clusters Score -8407584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8407589.000000 Penalty: 5311.554688
	Iteration 45Q: 3 clusters Score -8407589 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8407558.000000 Penalty: 5311.554688
	Iteration 46Q: 3 clusters Score -8407558 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8407551.000000 Penalty: 5311.554688
	Iteration 47Q: 3 clusters Score -8407551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8407548.000000 Penalty: 5311.554688
	Iteration 48Q: 3 clusters Score -8407548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8407555.000000 Penalty: 5311.554688
	Iteration 49Q: 3 clusters Score -8407555 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8407534.000000 Penalty: 5311.554688
	Iteration 50Q: 3 clusters Score -8407534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8407541.000000 Penalty: 5311.554688
	Iteration 51Q: 3 clusters Score -8407541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8407531.000000 Penalty: 5311.554688
	Iteration 52Q: 3 clusters Score -8407531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8407538.000000 Penalty: 5311.554688
	Iteration 53Q: 3 clusters Score -8407538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8407542.000000 Penalty: 5311.554688
	Iteration 54Q: 3 clusters Score -8407542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8407549.000000 Penalty: 5311.554688
	Iteration 55Q: 3 clusters Score -8407549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8407553.000000 Penalty: 5311.554688
	Iteration 56Q: 3 clusters Score -8407553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8407559.000000 Penalty: 5311.554688
	Iteration 57Q: 3 clusters Score -8407559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8407568.000000 Penalty: 5311.554688
	Iteration 58Q: 3 clusters Score -8407568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8407559.000000 Penalty: 5311.554688
	Iteration 59Q: 3 clusters Score -8407559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8407558.000000 Penalty: 5311.554688
	Iteration 60F: 3 clusters Score -8407558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8407553.000000 Penalty: 5311.554688
	Iteration 61Q: 3 clusters Score -8407553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8407554.000000 Penalty: 5311.554688
	Iteration 62Q: 3 clusters Score -8407554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8407560.000000 Penalty: 5311.554688
	Iteration 63Q: 3 clusters Score -8407560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8407558.000000 Penalty: 5311.554688
	Iteration 64Q: 3 clusters Score -8407558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8407558.000000 Penalty: 5311.554688
	Iteration 65Q: 3 clusters Score -8407558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8407579.000000 Penalty: 5311.554688
	Iteration 66Q: 3 clusters Score -8407579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8407579.000000 Penalty: 5311.554688
	Iteration 67F: 3 clusters Score -8407579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Entering Unmasked Estep 
Score: -158260.453125 Penalty: 1686.165894
	Iteration 0F: 2 clusters Score -158260.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -156374.156250 Penalty: 3372.331787
	Iteration 0F: 3 clusters Score -156374.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -156620.484375 Penalty: 3372.331787
	Iteration 1F: 3 clusters Score -156620.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -156679.765625 Penalty: 3372.331787
	Iteration 2Q: 3 clusters Score -156679.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -156714.859375 Penalty: 3372.331787
	Iteration 3Q: 3 clusters Score -156714.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -156731.828125 Penalty: 3372.331787
	Iteration 4Q: 3 clusters Score -156731.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -156741.000000 Penalty: 3372.331787
	Iteration 5Q: 3 clusters Score -156741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -156743.281250 Penalty: 3372.331787
	Iteration 6Q: 3 clusters Score -156743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -156743.281250 Penalty: 3372.331787
	Iteration 7F: 3 clusters Score -156743.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Entering Unmasked Estep 
Score: -4117206.500000 Penalty: 2482.225342
	Iteration 0F: 2 clusters Score -4117206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4101608.750000 Penalty: 4964.450684
	Iteration 0F: 3 clusters Score -4101609 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -4106856.500000 Penalty: 4964.450684
	Iteration 1F: 3 clusters Score -4106856 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -4107385.500000 Penalty: 4964.450684
	Iteration 2F: 3 clusters Score -4107386 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -4108014.750000 Penalty: 4964.450684
	Iteration 3F: 3 clusters Score -4108015 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -4108751.000000 Penalty: 4964.450684
	Iteration 4F: 3 clusters Score -4108751 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -4109580.250000 Penalty: 4964.450684
	Iteration 5F: 3 clusters Score -4109580 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -4110517.250000 Penalty: 4964.450684
	Iteration 6F: 3 clusters Score -4110517 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -4111590.000000 Penalty: 4964.450684
	Iteration 7F: 3 clusters Score -4111590 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4112923.750000 Penalty: 4964.450684
	Iteration 8F: 3 clusters Score -4112924 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -4114103.750000 Penalty: 4964.450684
	Iteration 9F: 3 clusters Score -4114104 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -4114747.250000 Penalty: 4964.450684
	Iteration 10Q: 3 clusters Score -4114747 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -4114990.000000 Penalty: 4964.450684
	Iteration 11Q: 3 clusters Score -4114990 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -4115101.000000 Penalty: 4964.450684
	Iteration 12Q: 3 clusters Score -4115101 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4115147.750000 Penalty: 4964.450684
	Iteration 13Q: 3 clusters Score -4115148 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -4115164.750000 Penalty: 4964.450684
	Iteration 14Q: 3 clusters Score -4115165 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -4115211.500000 Penalty: 4964.450684
	Iteration 15Q: 3 clusters Score -4115212 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4115238.000000 Penalty: 4964.450684
	Iteration 16Q: 3 clusters Score -4115238 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -4115256.750000 Penalty: 4964.450684
	Iteration 17Q: 3 clusters Score -4115257 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -4115288.750000 Penalty: 4964.450684
	Iteration 18Q: 3 clusters Score -4115289 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -4115320.250000 Penalty: 4964.450684
	Iteration 19Q: 3 clusters Score -4115320 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -4115336.000000 Penalty: 4964.450684
	Iteration 20F: 3 clusters Score -4115336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -4115349.250000 Penalty: 4964.450684
	Iteration 21Q: 3 clusters Score -4115349 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -4115348.000000 Penalty: 4964.450684
	Iteration 22Q: 3 clusters Score -4115348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -4115350.250000 Penalty: 4964.450684
	Iteration 23Q: 3 clusters Score -4115350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -4115348.500000 Penalty: 4964.450684
	Iteration 24Q: 3 clusters Score -4115348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -4115358.750000 Penalty: 4964.450684
	Iteration 25Q: 3 clusters Score -4115359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -4115359.750000 Penalty: 4964.450684
	Iteration 26Q: 3 clusters Score -4115360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -4115365.000000 Penalty: 4964.450684
	Iteration 27Q: 3 clusters Score -4115365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -4115376.500000 Penalty: 4964.450684
	Iteration 28Q: 3 clusters Score -4115376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -4115383.000000 Penalty: 4964.450684
	Iteration 29Q: 3 clusters Score -4115383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -4115386.500000 Penalty: 4964.450684
	Iteration 30Q: 3 clusters Score -4115386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4115388.750000 Penalty: 4964.450684
	Iteration 31Q: 3 clusters Score -4115389 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4115388.250000 Penalty: 4964.450684
	Iteration 32Q: 3 clusters Score -4115388 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -4115395.500000 Penalty: 4964.450684
	Iteration 33Q: 3 clusters Score -4115396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4115394.750000 Penalty: 4964.450684
	Iteration 34Q: 3 clusters Score -4115395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -4115403.500000 Penalty: 4964.450684
	Iteration 35Q: 3 clusters Score -4115404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -4115402.000000 Penalty: 4964.450684
	Iteration 36Q: 3 clusters Score -4115402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -4115402.750000 Penalty: 4964.450684
	Iteration 37Q: 3 clusters Score -4115403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -4115413.750000 Penalty: 4964.450684
	Iteration 38Q: 3 clusters Score -4115414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4115416.250000 Penalty: 4964.450684
	Iteration 39Q: 3 clusters Score -4115416 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -4115422.000000 Penalty: 4964.450684
	Iteration 40F: 3 clusters Score -4115422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -4115439.750000 Penalty: 4964.450684
	Iteration 41Q: 3 clusters Score -4115440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4115452.750000 Penalty: 4964.450684
	Iteration 42Q: 3 clusters Score -4115453 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -4115467.000000 Penalty: 4964.450684
	Iteration 43Q: 3 clusters Score -4115467 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -4115473.500000 Penalty: 4964.450684
	Iteration 44Q: 3 clusters Score -4115474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -4115481.250000 Penalty: 4964.450684
	Iteration 45Q: 3 clusters Score -4115481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4115483.500000 Penalty: 4964.450684
	Iteration 46Q: 3 clusters Score -4115484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4115481.250000 Penalty: 4964.450684
	Iteration 47Q: 3 clusters Score -4115481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -4115489.250000 Penalty: 4964.450684
	Iteration 48Q: 3 clusters Score -4115489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4115491.500000 Penalty: 4964.450684
	Iteration 49Q: 3 clusters Score -4115492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -4115494.750000 Penalty: 4964.450684
	Iteration 50Q: 3 clusters Score -4115495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4115490.500000 Penalty: 4964.450684
	Iteration 51Q: 3 clusters Score -4115490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -4115500.000000 Penalty: 4964.450684
	Iteration 52Q: 3 clusters Score -4115500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4115499.250000 Penalty: 4964.450684
	Iteration 53Q: 3 clusters Score -4115499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -4115509.250000 Penalty: 4964.450684
	Iteration 54Q: 3 clusters Score -4115509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -4115509.500000 Penalty: 4964.450684
	Iteration 55Q: 3 clusters Score -4115510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -4115515.500000 Penalty: 4964.450684
	Iteration 56Q: 3 clusters Score -4115516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4115514.250000 Penalty: 4964.450684
	Iteration 57Q: 3 clusters Score -4115514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -4115509.750000 Penalty: 4964.450684
	Iteration 58Q: 3 clusters Score -4115510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -4115516.250000 Penalty: 4964.450684
	Iteration 59Q: 3 clusters Score -4115516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -4115521.000000 Penalty: 4964.450684
	Iteration 60F: 3 clusters Score -4115521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4115520.250000 Penalty: 4964.450684
	Iteration 61Q: 3 clusters Score -4115520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4115517.250000 Penalty: 4964.450684
	Iteration 62Q: 3 clusters Score -4115517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -4115522.750000 Penalty: 4964.450684
	Iteration 63Q: 3 clusters Score -4115523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -4115517.750000 Penalty: 4964.450684
	Iteration 64Q: 3 clusters Score -4115518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4115519.750000 Penalty: 4964.450684
	Iteration 65Q: 3 clusters Score -4115520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -4115524.250000 Penalty: 4964.450684
	Iteration 66Q: 3 clusters Score -4115524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -4115521.750000 Penalty: 4964.450684
	Iteration 67Q: 3 clusters Score -4115522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -4115519.250000 Penalty: 4964.450684
	Iteration 68Q: 3 clusters Score -4115519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4115530.250000 Penalty: 4964.450684
	Iteration 69Q: 3 clusters Score -4115530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4115529.500000 Penalty: 4964.450684
	Iteration 70Q: 3 clusters Score -4115530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -4115528.750000 Penalty: 4964.450684
	Iteration 71Q: 3 clusters Score -4115529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -4115524.750000 Penalty: 4964.450684
	Iteration 72Q: 3 clusters Score -4115525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -4115526.250000 Penalty: 4964.450684
	Iteration 73Q: 3 clusters Score -4115526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -4115523.500000 Penalty: 4964.450684
	Iteration 74Q: 3 clusters Score -4115524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -4115524.250000 Penalty: 4964.450684
	Iteration 75Q: 3 clusters Score -4115524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -4115524.250000 Penalty: 4964.450684
	Iteration 76F: 3 clusters Score -4115524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -123358.476562 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -123358.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -121725.257812 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -121725.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -121975.054688 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -121975.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -122048.679688 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -122048.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -122084.679688 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -122084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -122101.968750 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -122102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -122117.843750 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -122117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -122126.281250 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -122126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -122128.656250 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -122128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -122130.187500 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -122130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -122133.445312 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -122133.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -122140.945312 Penalty: 3254.271240
	Iteration 10Q: 3 clusters Score -122140.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -122148.757812 Penalty: 3254.271240
	Iteration 11Q: 3 clusters Score -122148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -122154.984375 Penalty: 3254.271240
	Iteration 12Q: 3 clusters Score -122155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -122154.984375 Penalty: 3254.271240
	Iteration 13F: 3 clusters Score -122155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -377548.187500 Penalty: 1913.129272
	Iteration 0F: 2 clusters Score -377548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -374804.781250 Penalty: 3826.258545
	Iteration 0F: 3 clusters Score -374804.8 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -375406.406250 Penalty: 3826.258545
	Iteration 1F: 3 clusters Score -375406.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -375641.500000 Penalty: 3826.258545
	Iteration 2F: 3 clusters Score -375641.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -375799.968750 Penalty: 3826.258545
	Iteration 3F: 3 clusters Score -375800 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -375898.656250 Penalty: 3826.258545
	Iteration 4Q: 3 clusters Score -375898.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -375967.812500 Penalty: 3826.258545
	Iteration 5Q: 3 clusters Score -375967.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -376035.937500 Penalty: 3826.258545
	Iteration 6Q: 3 clusters Score -376035.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -376102.093750 Penalty: 3826.258545
	Iteration 7Q: 3 clusters Score -376102.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -376151.812500 Penalty: 3826.258545
	Iteration 8Q: 3 clusters Score -376151.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -376201.187500 Penalty: 3826.258545
	Iteration 9Q: 3 clusters Score -376201.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -376273.718750 Penalty: 3826.258545
	Iteration 10Q: 3 clusters Score -376273.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -376354.875000 Penalty: 3826.258545
	Iteration 11Q: 3 clusters Score -376354.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -376481.656250 Penalty: 3826.258545
	Iteration 12Q: 3 clusters Score -376481.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -376557.062500 Penalty: 3826.258545
	Iteration 13Q: 3 clusters Score -376557.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -376599.343750 Penalty: 3826.258545
	Iteration 14Q: 3 clusters Score -376599.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -376648.125000 Penalty: 3826.258545
	Iteration 15Q: 3 clusters Score -376648.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -376732.437500 Penalty: 3826.258545
	Iteration 16Q: 3 clusters Score -376732.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -376835.250000 Penalty: 3826.258545
	Iteration 17Q: 3 clusters Score -376835.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -376941.031250 Penalty: 3826.258545
	Iteration 18Q: 3 clusters Score -376941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -377022.906250 Penalty: 3826.258545
	Iteration 19Q: 3 clusters Score -377022.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -377175.781250 Penalty: 3826.258545
	Iteration 20F: 3 clusters Score -377175.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -377258.343750 Penalty: 3826.258545
	Iteration 21Q: 3 clusters Score -377258.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -377279.187500 Penalty: 3826.258545
	Iteration 22Q: 3 clusters Score -377279.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -377291.437500 Penalty: 3826.258545
	Iteration 23Q: 3 clusters Score -377291.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -377297.312500 Penalty: 3826.258545
	Iteration 24Q: 3 clusters Score -377297.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -377307.250000 Penalty: 3826.258545
	Iteration 25Q: 3 clusters Score -377307.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -377316.468750 Penalty: 3826.258545
	Iteration 26Q: 3 clusters Score -377316.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -377320.031250 Penalty: 3826.258545
	Iteration 27Q: 3 clusters Score -377320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -377324.562500 Penalty: 3826.258545
	Iteration 28Q: 3 clusters Score -377324.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -377326.750000 Penalty: 3826.258545
	Iteration 29Q: 3 clusters Score -377326.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -377327.406250 Penalty: 3826.258545
	Iteration 30Q: 3 clusters Score -377327.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -377327.406250 Penalty: 3826.258545
	Iteration 31F: 3 clusters Score -377327.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Entering Unmasked Estep 
Score: -5837831.500000 Penalty: 2577.019775
	Iteration 0F: 2 clusters Score -5837832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -5815594.000000 Penalty: 5154.039551
	Iteration 0F: 3 clusters Score -5815594 nChanged 14806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -5823573.500000 Penalty: 5154.039551
	Iteration 1F: 3 clusters Score -5823574 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -5824324.000000 Penalty: 5154.039551
	Iteration 2F: 3 clusters Score -5824324 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5825167.000000 Penalty: 5154.039551
	Iteration 3F: 3 clusters Score -5825167 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -5826138.500000 Penalty: 5154.039551
	Iteration 4F: 3 clusters Score -5826138 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -5827296.500000 Penalty: 5154.039551
	Iteration 5F: 3 clusters Score -5827296 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -5828719.500000 Penalty: 5154.039551
	Iteration 6F: 3 clusters Score -5828720 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -5830188.500000 Penalty: 5154.039551
	Iteration 7F: 3 clusters Score -5830188 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -5831633.000000 Penalty: 5154.039551
	Iteration 8F: 3 clusters Score -5831633 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -5832899.500000 Penalty: 5154.039551
	Iteration 9F: 3 clusters Score -5832900 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -5833914.000000 Penalty: 5154.039551
	Iteration 10Q: 3 clusters Score -5833914 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -5834761.000000 Penalty: 5154.039551
	Iteration 11Q: 3 clusters Score -5834761 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -5835433.000000 Penalty: 5154.039551
	Iteration 12Q: 3 clusters Score -5835433 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -5835907.000000 Penalty: 5154.039551
	Iteration 13Q: 3 clusters Score -5835907 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -5836212.000000 Penalty: 5154.039551
	Iteration 14Q: 3 clusters Score -5836212 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -5836285.500000 Penalty: 5154.039551
	Iteration 15Q: 3 clusters Score -5836286 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -5836348.000000 Penalty: 5154.039551
	Iteration 16Q: 3 clusters Score -5836348 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -5836365.500000 Penalty: 5154.039551
	Iteration 17Q: 3 clusters Score -5836366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -5836383.000000 Penalty: 5154.039551
	Iteration 18Q: 3 clusters Score -5836383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -5836397.500000 Penalty: 5154.039551
	Iteration 19Q: 3 clusters Score -5836398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -5836402.000000 Penalty: 5154.039551
	Iteration 20F: 3 clusters Score -5836402 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -5836409.000000 Penalty: 5154.039551
	Iteration 21Q: 3 clusters Score -5836409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -5836422.500000 Penalty: 5154.039551
	Iteration 22Q: 3 clusters Score -5836422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -5836418.000000 Penalty: 5154.039551
	Iteration 23Q: 3 clusters Score -5836418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -5836423.500000 Penalty: 5154.039551
	Iteration 24Q: 3 clusters Score -5836424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -5836424.500000 Penalty: 5154.039551
	Iteration 25Q: 3 clusters Score -5836424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -5836434.000000 Penalty: 5154.039551
	Iteration 26Q: 3 clusters Score -5836434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -5836443.000000 Penalty: 5154.039551
	Iteration 27Q: 3 clusters Score -5836443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -5836459.500000 Penalty: 5154.039551
	Iteration 28Q: 3 clusters Score -5836460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -5836459.500000 Penalty: 5154.039551
	Iteration 29Q: 3 clusters Score -5836460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -5836464.000000 Penalty: 5154.039551
	Iteration 30Q: 3 clusters Score -5836464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -5836466.500000 Penalty: 5154.039551
	Iteration 31Q: 3 clusters Score -5836466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -5836471.000000 Penalty: 5154.039551
	Iteration 32Q: 3 clusters Score -5836471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -5836476.000000 Penalty: 5154.039551
	Iteration 33Q: 3 clusters Score -5836476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -5836471.500000 Penalty: 5154.039551
	Iteration 34Q: 3 clusters Score -5836472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -5836466.500000 Penalty: 5154.039551
	Iteration 35Q: 3 clusters Score -5836466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -5836464.000000 Penalty: 5154.039551
	Iteration 36Q: 3 clusters Score -5836464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -5836468.000000 Penalty: 5154.039551
	Iteration 37Q: 3 clusters Score -5836468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -5836471.500000 Penalty: 5154.039551
	Iteration 38Q: 3 clusters Score -5836472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -5836472.500000 Penalty: 5154.039551
	Iteration 39Q: 3 clusters Score -5836472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -5836472.500000 Penalty: 5154.039551
	Iteration 40F: 3 clusters Score -5836472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -5836472.500000 Penalty: 5154.039551
	Iteration 41Q: 3 clusters Score -5836472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -5836474.000000 Penalty: 5154.039551
	Iteration 42Q: 3 clusters Score -5836474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -5836478.500000 Penalty: 5154.039551
	Iteration 43Q: 3 clusters Score -5836478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -5836478.500000 Penalty: 5154.039551
	Iteration 44F: 3 clusters Score -5836478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Entering Unmasked Estep 
Score: -8516612.000000 Penalty: 2661.886719
	Iteration 0F: 2 clusters Score -8516612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -8486958.000000 Penalty: 5323.773438
	Iteration 0F: 3 clusters Score -8486958 nChanged 21237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -8498438.000000 Penalty: 5323.773438
	Iteration 1F: 3 clusters Score -8498438 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -8498927.000000 Penalty: 5323.773438
	Iteration 2Q: 3 clusters Score -8498927 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -8499316.000000 Penalty: 5323.773438
	Iteration 3Q: 3 clusters Score -8499316 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -8499788.000000 Penalty: 5323.773438
	Iteration 4Q: 3 clusters Score -8499788 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -8500238.000000 Penalty: 5323.773438
	Iteration 5Q: 3 clusters Score -8500238 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -8500843.000000 Penalty: 5323.773438
	Iteration 6Q: 3 clusters Score -8500843 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -8501687.000000 Penalty: 5323.773438
	Iteration 7Q: 3 clusters Score -8501687 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -8502927.000000 Penalty: 5323.773438
	Iteration 8F: 3 clusters Score -8502927 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -8504975.000000 Penalty: 5323.773438
	Iteration 9F: 3 clusters Score -8504975 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -8507556.000000 Penalty: 5323.773438
	Iteration 10F: 3 clusters Score -8507556 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -8510208.000000 Penalty: 5323.773438
	Iteration 11F: 3 clusters Score -8510208 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -8512294.000000 Penalty: 5323.773438
	Iteration 12Q: 3 clusters Score -8512294 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -8513416.000000 Penalty: 5323.773438
	Iteration 13Q: 3 clusters Score -8513416 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -8513927.000000 Penalty: 5323.773438
	Iteration 14Q: 3 clusters Score -8513927 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -8514146.000000 Penalty: 5323.773438
	Iteration 15Q: 3 clusters Score -8514146 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8514320.000000 Penalty: 5323.773438
	Iteration 16Q: 3 clusters Score -8514320 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -8514404.000000 Penalty: 5323.773438
	Iteration 17Q: 3 clusters Score -8514404 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -8514434.000000 Penalty: 5323.773438
	Iteration 18Q: 3 clusters Score -8514434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -8514477.000000 Penalty: 5323.773438
	Iteration 19Q: 3 clusters Score -8514477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -8514504.000000 Penalty: 5323.773438
	Iteration 20F: 3 clusters Score -8514504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -8514516.000000 Penalty: 5323.773438
	Iteration 21Q: 3 clusters Score -8514516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -8514529.000000 Penalty: 5323.773438
	Iteration 22Q: 3 clusters Score -8514529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -8514523.000000 Penalty: 5323.773438
	Iteration 23Q: 3 clusters Score -8514523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -8514529.000000 Penalty: 5323.773438
	Iteration 24Q: 3 clusters Score -8514529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -8514528.000000 Penalty: 5323.773438
	Iteration 25Q: 3 clusters Score -8514528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -8514516.000000 Penalty: 5323.773438
	Iteration 26Q: 3 clusters Score -8514516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -8514523.000000 Penalty: 5323.773438
	Iteration 27Q: 3 clusters Score -8514523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -8514525.000000 Penalty: 5323.773438
	Iteration 28Q: 3 clusters Score -8514525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8514528.000000 Penalty: 5323.773438
	Iteration 29Q: 3 clusters Score -8514528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8514535.000000 Penalty: 5323.773438
	Iteration 30Q: 3 clusters Score -8514535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -8514541.000000 Penalty: 5323.773438
	Iteration 31Q: 3 clusters Score -8514541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -8514541.000000 Penalty: 5323.773438
	Iteration 32Q: 3 clusters Score -8514541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -8514547.000000 Penalty: 5323.773438
	Iteration 33Q: 3 clusters Score -8514547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -8514541.000000 Penalty: 5323.773438
	Iteration 34Q: 3 clusters Score -8514541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -8514540.000000 Penalty: 5323.773438
	Iteration 35Q: 3 clusters Score -8514540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -8514546.000000 Penalty: 5323.773438
	Iteration 36Q: 3 clusters Score -8514546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -8514546.000000 Penalty: 5323.773438
	Iteration 37F: 3 clusters Score -8514546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Entering Unmasked Estep 
Score: -7509825.000000 Penalty: 2633.792725
	Iteration 0F: 2 clusters Score -7509825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -7482193.500000 Penalty: 5267.585449
	Iteration 0F: 3 clusters Score -7482194 nChanged 18684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -7492730.000000 Penalty: 5267.585449
	Iteration 1F: 3 clusters Score -7492730 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -7493570.500000 Penalty: 5267.585449
	Iteration 2Q: 3 clusters Score -7493570 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -7494684.000000 Penalty: 5267.585449
	Iteration 3F: 3 clusters Score -7494684 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -7496327.000000 Penalty: 5267.585449
	Iteration 4F: 3 clusters Score -7496327 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -7498505.500000 Penalty: 5267.585449
	Iteration 5F: 3 clusters Score -7498506 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -7501274.000000 Penalty: 5267.585449
	Iteration 6F: 3 clusters Score -7501274 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -7503924.500000 Penalty: 5267.585449
	Iteration 7F: 3 clusters Score -7503924 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -7505825.000000 Penalty: 5267.585449
	Iteration 8Q: 3 clusters Score -7505825 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -7506945.000000 Penalty: 5267.585449
	Iteration 9Q: 3 clusters Score -7506945 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -7507370.000000 Penalty: 5267.585449
	Iteration 10Q: 3 clusters Score -7507370 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -7507510.000000 Penalty: 5267.585449
	Iteration 11Q: 3 clusters Score -7507510 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -7507599.500000 Penalty: 5267.585449
	Iteration 12Q: 3 clusters Score -7507600 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -7507595.000000 Penalty: 5267.585449
	Iteration 13Q: 3 clusters Score -7507595 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -7507629.500000 Penalty: 5267.585449
	Iteration 14Q: 3 clusters Score -7507630 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -7507661.000000 Penalty: 5267.585449
	Iteration 15Q: 3 clusters Score -7507661 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -7507692.500000 Penalty: 5267.585449
	Iteration 16Q: 3 clusters Score -7507692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -7507701.000000 Penalty: 5267.585449
	Iteration 17Q: 3 clusters Score -7507701 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -7507728.500000 Penalty: 5267.585449
	Iteration 18Q: 3 clusters Score -7507728 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -7507730.500000 Penalty: 5267.585449
	Iteration 19Q: 3 clusters Score -7507730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -7507733.500000 Penalty: 5267.585449
	Iteration 20F: 3 clusters Score -7507734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -7507750.500000 Penalty: 5267.585449
	Iteration 21Q: 3 clusters Score -7507750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -7507766.000000 Penalty: 5267.585449
	Iteration 22Q: 3 clusters Score -7507766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -7507769.500000 Penalty: 5267.585449
	Iteration 23Q: 3 clusters Score -7507770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -7507772.500000 Penalty: 5267.585449
	Iteration 24Q: 3 clusters Score -7507772 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -7507783.000000 Penalty: 5267.585449
	Iteration 25Q: 3 clusters Score -7507783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -7507785.000000 Penalty: 5267.585449
	Iteration 26Q: 3 clusters Score -7507785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -7507787.500000 Penalty: 5267.585449
	Iteration 27Q: 3 clusters Score -7507788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -7507789.500000 Penalty: 5267.585449
	Iteration 28Q: 3 clusters Score -7507790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -7507789.000000 Penalty: 5267.585449
	Iteration 29Q: 3 clusters Score -7507789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -7507792.500000 Penalty: 5267.585449
	Iteration 30Q: 3 clusters Score -7507792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -7507794.000000 Penalty: 5267.585449
	Iteration 31Q: 3 clusters Score -7507794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -7507795.500000 Penalty: 5267.585449
	Iteration 32Q: 3 clusters Score -7507796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -7507800.000000 Penalty: 5267.585449
	Iteration 33Q: 3 clusters Score -7507800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -7507811.500000 Penalty: 5267.585449
	Iteration 34Q: 3 clusters Score -7507812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -7507804.000000 Penalty: 5267.585449
	Iteration 35Q: 3 clusters Score -7507804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -7507809.000000 Penalty: 5267.585449
	Iteration 36Q: 3 clusters Score -7507809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -7507809.000000 Penalty: 5267.585449
	Iteration 37F: 3 clusters Score -7507809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Entering Unmasked Estep 
Score: -500691.312500 Penalty: 1962.371704
	Iteration 0F: 2 clusters Score -500691.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -497599.562500 Penalty: 3924.743408
	Iteration 0F: 3 clusters Score -497599.6 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -498154.125000 Penalty: 3924.743408
	Iteration 1F: 3 clusters Score -498154.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -498279.500000 Penalty: 3924.743408
	Iteration 2F: 3 clusters Score -498279.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -498370.656250 Penalty: 3924.743408
	Iteration 3Q: 3 clusters Score -498370.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -498427.812500 Penalty: 3924.743408
	Iteration 4Q: 3 clusters Score -498427.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -498464.843750 Penalty: 3924.743408
	Iteration 5Q: 3 clusters Score -498464.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -498491.343750 Penalty: 3924.743408
	Iteration 6Q: 3 clusters Score -498491.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -498506.968750 Penalty: 3924.743408
	Iteration 7Q: 3 clusters Score -498507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -498519.187500 Penalty: 3924.743408
	Iteration 8Q: 3 clusters Score -498519.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -498531.718750 Penalty: 3924.743408
	Iteration 9Q: 3 clusters Score -498531.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -498539.812500 Penalty: 3924.743408
	Iteration 10Q: 3 clusters Score -498539.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -498546.531250 Penalty: 3924.743408
	Iteration 11Q: 3 clusters Score -498546.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -498552.500000 Penalty: 3924.743408
	Iteration 12Q: 3 clusters Score -498552.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -498556.687500 Penalty: 3924.743408
	Iteration 13Q: 3 clusters Score -498556.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -498561.906250 Penalty: 3924.743408
	Iteration 14Q: 3 clusters Score -498561.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -498564.812500 Penalty: 3924.743408
	Iteration 15Q: 3 clusters Score -498564.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -498567.718750 Penalty: 3924.743408
	Iteration 16Q: 3 clusters Score -498567.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -498570.531250 Penalty: 3924.743408
	Iteration 17Q: 3 clusters Score -498570.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -498571.312500 Penalty: 3924.743408
	Iteration 18Q: 3 clusters Score -498571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -498573.875000 Penalty: 3924.743408
	Iteration 19Q: 3 clusters Score -498573.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -498575.812500 Penalty: 3924.743408
	Iteration 20F: 3 clusters Score -498575.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -498579.156250 Penalty: 3924.743408
	Iteration 21Q: 3 clusters Score -498579.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -498583.187500 Penalty: 3924.743408
	Iteration 22Q: 3 clusters Score -498583.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -498584.875000 Penalty: 3924.743408
	Iteration 23Q: 3 clusters Score -498584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -498588.156250 Penalty: 3924.743408
	Iteration 24Q: 3 clusters Score -498588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -498587.812500 Penalty: 3924.743408
	Iteration 25Q: 3 clusters Score -498587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -498588.781250 Penalty: 3924.743408
	Iteration 26Q: 3 clusters Score -498588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -498591.281250 Penalty: 3924.743408
	Iteration 27Q: 3 clusters Score -498591.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -498592.593750 Penalty: 3924.743408
	Iteration 28Q: 3 clusters Score -498592.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -498593.656250 Penalty: 3924.743408
	Iteration 29Q: 3 clusters Score -498593.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -498593.656250 Penalty: 3924.743408
	Iteration 30F: 3 clusters Score -498593.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Entering Unmasked Estep 
Score: -7997707.500000 Penalty: 2645.202148
	Iteration 0F: 2 clusters Score -7997708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -7969038.000000 Penalty: 5290.404297
	Iteration 0F: 3 clusters Score -7969038 nChanged 19622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -7979513.000000 Penalty: 5290.404297
	Iteration 1F: 3 clusters Score -7979513 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -7979954.000000 Penalty: 5290.404297
	Iteration 2Q: 3 clusters Score -7979954 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -7980385.000000 Penalty: 5290.404297
	Iteration 3Q: 3 clusters Score -7980385 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -7980808.500000 Penalty: 5290.404297
	Iteration 4Q: 3 clusters Score -7980808 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -7981311.000000 Penalty: 5290.404297
	Iteration 5Q: 3 clusters Score -7981311 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -7981908.500000 Penalty: 5290.404297
	Iteration 6Q: 3 clusters Score -7981908 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -7982819.500000 Penalty: 5290.404297
	Iteration 7Q: 3 clusters Score -7982820 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -7984370.500000 Penalty: 5290.404297
	Iteration 8F: 3 clusters Score -7984370 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -7986771.500000 Penalty: 5290.404297
	Iteration 9F: 3 clusters Score -7986772 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -7989751.500000 Penalty: 5290.404297
	Iteration 10F: 3 clusters Score -7989752 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -7992527.500000 Penalty: 5290.404297
	Iteration 11F: 3 clusters Score -7992528 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -7994316.500000 Penalty: 5290.404297
	Iteration 12Q: 3 clusters Score -7994316 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -7994972.500000 Penalty: 5290.404297
	Iteration 13Q: 3 clusters Score -7994972 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -7995171.000000 Penalty: 5290.404297
	Iteration 14Q: 3 clusters Score -7995171 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -7995277.000000 Penalty: 5290.404297
	Iteration 15Q: 3 clusters Score -7995277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -7995327.000000 Penalty: 5290.404297
	Iteration 16Q: 3 clusters Score -7995327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -7995339.000000 Penalty: 5290.404297
	Iteration 17Q: 3 clusters Score -7995339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -7995364.000000 Penalty: 5290.404297
	Iteration 18Q: 3 clusters Score -7995364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -7995363.000000 Penalty: 5290.404297
	Iteration 19Q: 3 clusters Score -7995363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -7995378.500000 Penalty: 5290.404297
	Iteration 20F: 3 clusters Score -7995378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -7995384.500000 Penalty: 5290.404297
	Iteration 21Q: 3 clusters Score -7995384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -7995384.000000 Penalty: 5290.404297
	Iteration 22Q: 3 clusters Score -7995384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -7995384.000000 Penalty: 5290.404297
	Iteration 23F: 3 clusters Score -7995384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -119777.289062 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -119777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -118046.046875 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -118046 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118442.187500 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -118442.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -118718.632812 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -118718.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -118916.007812 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -118916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -119055.640625 Penalty: 3306.810547
	Iteration 4F: 3 clusters Score -119055.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -119111.359375 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -119111.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -119134.601562 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -119134.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -119159.710938 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -119159.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -119181.023438 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -119181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -119201.179688 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -119201.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -119236.710938 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -119236.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -119254.257812 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -119254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -119254.796875 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -119254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -119254.796875 Penalty: 3306.810547
	Iteration 13F: 3 clusters Score -119254.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Entering Unmasked Estep 
Score: -7861982.500000 Penalty: 2642.813721
	Iteration 0F: 2 clusters Score -7861982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -7833549.000000 Penalty: 5285.627441
	Iteration 0F: 3 clusters Score -7833549 nChanged 19455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -7844363.500000 Penalty: 5285.627441
	Iteration 1F: 3 clusters Score -7844364 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -7845012.500000 Penalty: 5285.627441
	Iteration 2Q: 3 clusters Score -7845012 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -7845644.500000 Penalty: 5285.627441
	Iteration 3Q: 3 clusters Score -7845644 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -7846284.500000 Penalty: 5285.627441
	Iteration 4Q: 3 clusters Score -7846284 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -7847001.500000 Penalty: 5285.627441
	Iteration 5Q: 3 clusters Score -7847002 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -7847878.000000 Penalty: 5285.627441
	Iteration 6Q: 3 clusters Score -7847878 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -7848987.000000 Penalty: 5285.627441
	Iteration 7Q: 3 clusters Score -7848987 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -7850273.500000 Penalty: 5285.627441
	Iteration 8F: 3 clusters Score -7850274 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -7851680.000000 Penalty: 5285.627441
	Iteration 9F: 3 clusters Score -7851680 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -7852940.000000 Penalty: 5285.627441
	Iteration 10Q: 3 clusters Score -7852940 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -7853881.000000 Penalty: 5285.627441
	Iteration 11Q: 3 clusters Score -7853881 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -7854377.500000 Penalty: 5285.627441
	Iteration 12Q: 3 clusters Score -7854378 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -7854655.000000 Penalty: 5285.627441
	Iteration 13Q: 3 clusters Score -7854655 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -7854808.000000 Penalty: 5285.627441
	Iteration 14Q: 3 clusters Score -7854808 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -7854938.500000 Penalty: 5285.627441
	Iteration 15Q: 3 clusters Score -7854938 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -7855060.500000 Penalty: 5285.627441
	Iteration 16Q: 3 clusters Score -7855060 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -7855148.500000 Penalty: 5285.627441
	Iteration 17Q: 3 clusters Score -7855148 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -7855259.000000 Penalty: 5285.627441
	Iteration 18Q: 3 clusters Score -7855259 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 29473 members 
Entering Unmasked Estep 
Score: -7855372.500000 Penalty: 5285.627441
	Iteration 19Q: 3 clusters Score -7855372 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -7855477.500000 Penalty: 5285.627441
	Iteration 20F: 3 clusters Score -7855478 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -7855632.000000 Penalty: 5285.627441
	Iteration 21Q: 3 clusters Score -7855632 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -7855748.500000 Penalty: 5285.627441
	Iteration 22Q: 3 clusters Score -7855748 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -7855847.500000 Penalty: 5285.627441
	Iteration 23Q: 3 clusters Score -7855848 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -7855980.000000 Penalty: 5285.627441
	Iteration 24Q: 3 clusters Score -7855980 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -7856063.500000 Penalty: 5285.627441
	Iteration 25Q: 3 clusters Score -7856064 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -7856124.500000 Penalty: 5285.627441
	Iteration 26Q: 3 clusters Score -7856124 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -7856210.000000 Penalty: 5285.627441
	Iteration 27Q: 3 clusters Score -7856210 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -7856323.000000 Penalty: 5285.627441
	Iteration 28Q: 3 clusters Score -7856323 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -7856453.500000 Penalty: 5285.627441
	Iteration 29Q: 3 clusters Score -7856454 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -7856591.500000 Penalty: 5285.627441
	Iteration 30Q: 3 clusters Score -7856592 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -7856706.500000 Penalty: 5285.627441
	Iteration 31Q: 3 clusters Score -7856706 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -7856813.500000 Penalty: 5285.627441
	Iteration 32Q: 3 clusters Score -7856814 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -7856954.500000 Penalty: 5285.627441
	Iteration 33Q: 3 clusters Score -7856954 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -7857101.000000 Penalty: 5285.627441
	Iteration 34Q: 3 clusters Score -7857101 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -7857222.000000 Penalty: 5285.627441
	Iteration 35Q: 3 clusters Score -7857222 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -7857320.000000 Penalty: 5285.627441
	Iteration 36Q: 3 clusters Score -7857320 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -7857463.000000 Penalty: 5285.627441
	Iteration 37Q: 3 clusters Score -7857463 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -7857596.500000 Penalty: 5285.627441
	Iteration 38Q: 3 clusters Score -7857596 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -7857686.500000 Penalty: 5285.627441
	Iteration 39Q: 3 clusters Score -7857686 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -7857794.000000 Penalty: 5285.627441
	Iteration 40F: 3 clusters Score -7857794 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -7857880.000000 Penalty: 5285.627441
	Iteration 41Q: 3 clusters Score -7857880 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -7857951.000000 Penalty: 5285.627441
	Iteration 42Q: 3 clusters Score -7857951 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -7857994.000000 Penalty: 5285.627441
	Iteration 43Q: 3 clusters Score -7857994 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -7858077.000000 Penalty: 5285.627441
	Iteration 44Q: 3 clusters Score -7858077 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -7858166.500000 Penalty: 5285.627441
	Iteration 45Q: 3 clusters Score -7858166 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -7858241.000000 Penalty: 5285.627441
	Iteration 46Q: 3 clusters Score -7858241 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -7858343.000000 Penalty: 5285.627441
	Iteration 47Q: 3 clusters Score -7858343 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -7858441.500000 Penalty: 5285.627441
	Iteration 48Q: 3 clusters Score -7858442 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -7858496.000000 Penalty: 5285.627441
	Iteration 49Q: 3 clusters Score -7858496 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -7858576.000000 Penalty: 5285.627441
	Iteration 50Q: 3 clusters Score -7858576 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -7858628.000000 Penalty: 5285.627441
	Iteration 51Q: 3 clusters Score -7858628 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -7858725.000000 Penalty: 5285.627441
	Iteration 52Q: 3 clusters Score -7858725 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -7858770.000000 Penalty: 5285.627441
	Iteration 53Q: 3 clusters Score -7858770 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -7858819.500000 Penalty: 5285.627441
	Iteration 54Q: 3 clusters Score -7858820 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -7858869.000000 Penalty: 5285.627441
	Iteration 55Q: 3 clusters Score -7858869 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -7858907.000000 Penalty: 5285.627441
	Iteration 56Q: 3 clusters Score -7858907 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -7858973.500000 Penalty: 5285.627441
	Iteration 57Q: 3 clusters Score -7858974 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -7859041.500000 Penalty: 5285.627441
	Iteration 58Q: 3 clusters Score -7859042 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -7859112.500000 Penalty: 5285.627441
	Iteration 59Q: 3 clusters Score -7859112 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -7859152.000000 Penalty: 5285.627441
	Iteration 60F: 3 clusters Score -7859152 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -7859186.500000 Penalty: 5285.627441
	Iteration 61Q: 3 clusters Score -7859186 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -7859220.000000 Penalty: 5285.627441
	Iteration 62Q: 3 clusters Score -7859220 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -7859244.000000 Penalty: 5285.627441
	Iteration 63Q: 3 clusters Score -7859244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -7859276.000000 Penalty: 5285.627441
	Iteration 64Q: 3 clusters Score -7859276 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -7859302.500000 Penalty: 5285.627441
	Iteration 65Q: 3 clusters Score -7859302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -7859318.500000 Penalty: 5285.627441
	Iteration 66Q: 3 clusters Score -7859318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -7859331.500000 Penalty: 5285.627441
	Iteration 67Q: 3 clusters Score -7859332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -7859350.000000 Penalty: 5285.627441
	Iteration 68Q: 3 clusters Score -7859350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -7859346.500000 Penalty: 5285.627441
	Iteration 69Q: 3 clusters Score -7859346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -7859356.500000 Penalty: 5285.627441
	Iteration 70Q: 3 clusters Score -7859356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -7859366.000000 Penalty: 5285.627441
	Iteration 71Q: 3 clusters Score -7859366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -7859359.000000 Penalty: 5285.627441
	Iteration 72Q: 3 clusters Score -7859359 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -7859359.500000 Penalty: 5285.627441
	Iteration 73Q: 3 clusters Score -7859360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -7859365.000000 Penalty: 5285.627441
	Iteration 74Q: 3 clusters Score -7859365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -7859367.500000 Penalty: 5285.627441
	Iteration 75Q: 3 clusters Score -7859368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -7859380.000000 Penalty: 5285.627441
	Iteration 76Q: 3 clusters Score -7859380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -7859377.500000 Penalty: 5285.627441
	Iteration 77Q: 3 clusters Score -7859378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -7859388.000000 Penalty: 5285.627441
	Iteration 78Q: 3 clusters Score -7859388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -7859393.500000 Penalty: 5285.627441
	Iteration 79Q: 3 clusters Score -7859394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -7859393.500000 Penalty: 5285.627441
	Iteration 80F: 3 clusters Score -7859394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -7859398.500000 Penalty: 5285.627441
	Iteration 81Q: 3 clusters Score -7859398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -7859392.500000 Penalty: 5285.627441
	Iteration 82Q: 3 clusters Score -7859392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -7859400.500000 Penalty: 5285.627441
	Iteration 83Q: 3 clusters Score -7859400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -7859407.500000 Penalty: 5285.627441
	Iteration 84Q: 3 clusters Score -7859408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -7859414.000000 Penalty: 5285.627441
	Iteration 85Q: 3 clusters Score -7859414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -7859424.000000 Penalty: 5285.627441
	Iteration 86Q: 3 clusters Score -7859424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -7859420.500000 Penalty: 5285.627441
	Iteration 87Q: 3 clusters Score -7859420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -7859422.000000 Penalty: 5285.627441
	Iteration 88Q: 3 clusters Score -7859422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -7859436.000000 Penalty: 5285.627441
	Iteration 89Q: 3 clusters Score -7859436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -7859436.000000 Penalty: 5285.627441
	Iteration 90Q: 3 clusters Score -7859436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -7859444.500000 Penalty: 5285.627441
	Iteration 91Q: 3 clusters Score -7859444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -7859439.000000 Penalty: 5285.627441
	Iteration 92Q: 3 clusters Score -7859439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -7859445.500000 Penalty: 5285.627441
	Iteration 93Q: 3 clusters Score -7859446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -7859436.500000 Penalty: 5285.627441
	Iteration 94Q: 3 clusters Score -7859436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -7859444.500000 Penalty: 5285.627441
	Iteration 95Q: 3 clusters Score -7859444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -7859443.500000 Penalty: 5285.627441
	Iteration 96Q: 3 clusters Score -7859444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -7859446.000000 Penalty: 5285.627441
	Iteration 97Q: 3 clusters Score -7859446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -7859446.000000 Penalty: 5285.627441
	Iteration 98Q: 3 clusters Score -7859446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -7859446.000000 Penalty: 5285.627441
	Iteration 99Q: 3 clusters Score -7859446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -7859453.000000 Penalty: 5285.627441
	Iteration 100F: 3 clusters Score -7859453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -7859451.000000 Penalty: 5285.627441
	Iteration 101Q: 3 clusters Score -7859451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -7859455.500000 Penalty: 5285.627441
	Iteration 102Q: 3 clusters Score -7859456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -7859458.500000 Penalty: 5285.627441
	Iteration 103Q: 3 clusters Score -7859458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -7859463.000000 Penalty: 5285.627441
	Iteration 104Q: 3 clusters Score -7859463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -7859463.000000 Penalty: 5285.627441
	Iteration 105F: 3 clusters Score -7859463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (45237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Entering Unmasked Estep 
Score: -8367093.500000 Penalty: 2658.478271
	Iteration 0F: 2 clusters Score -8367094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -8337511.000000 Penalty: 5316.956543
	Iteration 0F: 3 clusters Score -8337511 nChanged 20852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8348990.500000 Penalty: 5316.956543
	Iteration 1F: 3 clusters Score -8348990 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -8349705.000000 Penalty: 5316.956543
	Iteration 2Q: 3 clusters Score -8349705 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -8350618.000000 Penalty: 5316.956543
	Iteration 3Q: 3 clusters Score -8350618 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -8351733.000000 Penalty: 5316.956543
	Iteration 4Q: 3 clusters Score -8351733 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -8353140.500000 Penalty: 5316.956543
	Iteration 5Q: 3 clusters Score -8353140 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -8354688.000000 Penalty: 5316.956543
	Iteration 6F: 3 clusters Score -8354688 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -8356520.000000 Penalty: 5316.956543
	Iteration 7F: 3 clusters Score -8356520 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -8358713.500000 Penalty: 5316.956543
	Iteration 8F: 3 clusters Score -8358714 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -8360677.000000 Penalty: 5316.956543
	Iteration 9F: 3 clusters Score -8360677 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -8361980.500000 Penalty: 5316.956543
	Iteration 10F: 3 clusters Score -8361980 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -8362752.000000 Penalty: 5316.956543
	Iteration 11Q: 3 clusters Score -8362752 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -8363257.000000 Penalty: 5316.956543
	Iteration 12Q: 3 clusters Score -8363257 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -8363615.000000 Penalty: 5316.956543
	Iteration 13Q: 3 clusters Score -8363615 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -8363858.000000 Penalty: 5316.956543
	Iteration 14Q: 3 clusters Score -8363858 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -8364080.000000 Penalty: 5316.956543
	Iteration 15Q: 3 clusters Score -8364080 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -8364246.000000 Penalty: 5316.956543
	Iteration 16Q: 3 clusters Score -8364246 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -8364346.000000 Penalty: 5316.956543
	Iteration 17Q: 3 clusters Score -8364346 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -8364428.000000 Penalty: 5316.956543
	Iteration 18Q: 3 clusters Score -8364428 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -8364478.000000 Penalty: 5316.956543
	Iteration 19Q: 3 clusters Score -8364478 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -8364512.500000 Penalty: 5316.956543
	Iteration 20F: 3 clusters Score -8364512 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -8364582.000000 Penalty: 5316.956543
	Iteration 21Q: 3 clusters Score -8364582 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -8364635.500000 Penalty: 5316.956543
	Iteration 22Q: 3 clusters Score -8364636 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -8364649.500000 Penalty: 5316.956543
	Iteration 23Q: 3 clusters Score -8364650 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -8364684.500000 Penalty: 5316.956543
	Iteration 24Q: 3 clusters Score -8364684 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -8364697.000000 Penalty: 5316.956543
	Iteration 25Q: 3 clusters Score -8364697 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -8364708.000000 Penalty: 5316.956543
	Iteration 26Q: 3 clusters Score -8364708 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -8364713.000000 Penalty: 5316.956543
	Iteration 27Q: 3 clusters Score -8364713 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -8364726.500000 Penalty: 5316.956543
	Iteration 28Q: 3 clusters Score -8364726 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -8364745.500000 Penalty: 5316.956543
	Iteration 29Q: 3 clusters Score -8364746 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -8364760.000000 Penalty: 5316.956543
	Iteration 30Q: 3 clusters Score -8364760 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -8364765.000000 Penalty: 5316.956543
	Iteration 31Q: 3 clusters Score -8364765 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -8364805.000000 Penalty: 5316.956543
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Entering Unmasked Estep 
Score: -8366119.000000 Penalty: 5316.956543
	Iteration 124Q: 3 clusters Score -8366119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -8366118.000000 Penalty: 5316.956543
	Iteration 125Q: 3 clusters Score -8366118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -8366117.000000 Penalty: 5316.956543
	Iteration 126Q: 3 clusters Score -8366117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -8366112.000000 Penalty: 5316.956543
	Iteration 127Q: 3 clusters Score -8366112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -8366099.000000 Penalty: 5316.956543
	Iteration 128Q: 3 clusters Score -8366099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -8366099.500000 Penalty: 5316.956543
	Iteration 129Q: 3 clusters Score -8366100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -8366108.000000 Penalty: 5316.956543
	Iteration 130Q: 3 clusters Score -8366108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -8366112.500000 Penalty: 5316.956543
	Iteration 131Q: 3 clusters Score -8366112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -8366118.500000 Penalty: 5316.956543
	Iteration 132Q: 3 clusters Score -8366118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -8366124.500000 Penalty: 5316.956543
	Iteration 133Q: 3 clusters Score -8366124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -8366125.500000 Penalty: 5316.956543
	Iteration 134Q: 3 clusters Score -8366126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -8366115.000000 Penalty: 5316.956543
	Iteration 135Q: 3 clusters Score -8366115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -8366115.000000 Penalty: 5316.956543
	Iteration 136F: 3 clusters Score -8366115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Entering Unmasked Estep 
Score: -7167882.000000 Penalty: 2618.035400
	Iteration 0F: 2 clusters Score -7167882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -7141951.500000 Penalty: 5236.070801
	Iteration 0F: 3 clusters Score -7141952 nChanged 17519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -7151521.500000 Penalty: 5236.070801
	Iteration 1F: 3 clusters Score -7151522 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -7151923.000000 Penalty: 5236.070801
	Iteration 2Q: 3 clusters Score -7151923 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -7152265.000000 Penalty: 5236.070801
	Iteration 3Q: 3 clusters Score -7152265 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -7152595.500000 Penalty: 5236.070801
	Iteration 4Q: 3 clusters Score -7152596 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -7152964.000000 Penalty: 5236.070801
	Iteration 5Q: 3 clusters Score -7152964 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -7153469.500000 Penalty: 5236.070801
	Iteration 6Q: 3 clusters Score -7153470 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -7154216.000000 Penalty: 5236.070801
	Iteration 7Q: 3 clusters Score -7154216 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -7155339.500000 Penalty: 5236.070801
	Iteration 8F: 3 clusters Score -7155340 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -7157121.000000 Penalty: 5236.070801
	Iteration 9F: 3 clusters Score -7157121 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -7159568.500000 Penalty: 5236.070801
	Iteration 10F: 3 clusters Score -7159568 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -7162018.000000 Penalty: 5236.070801
	Iteration 11F: 3 clusters Score -7162018 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7163897.000000 Penalty: 5236.070801
	Iteration 12F: 3 clusters Score -7163897 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7164808.000000 Penalty: 5236.070801
	Iteration 13Q: 3 clusters Score -7164808 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7165213.500000 Penalty: 5236.070801
	Iteration 14Q: 3 clusters Score -7165214 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7165352.000000 Penalty: 5236.070801
	Iteration 15Q: 3 clusters Score -7165352 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7165454.000000 Penalty: 5236.070801
	Iteration 16Q: 3 clusters Score -7165454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7165492.500000 Penalty: 5236.070801
	Iteration 17Q: 3 clusters Score -7165492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7165536.500000 Penalty: 5236.070801
	Iteration 18Q: 3 clusters Score -7165536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7165568.500000 Penalty: 5236.070801
	Iteration 19Q: 3 clusters Score -7165568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7165568.000000 Penalty: 5236.070801
	Iteration 20F: 3 clusters Score -7165568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7165569.000000 Penalty: 5236.070801
	Iteration 21Q: 3 clusters Score -7165569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7165583.000000 Penalty: 5236.070801
	Iteration 22Q: 3 clusters Score -7165583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7165587.000000 Penalty: 5236.070801
	Iteration 23Q: 3 clusters Score -7165587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7165586.000000 Penalty: 5236.070801
	Iteration 24Q: 3 clusters Score -7165586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7165588.500000 Penalty: 5236.070801
	Iteration 25Q: 3 clusters Score -7165588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7165594.000000 Penalty: 5236.070801
	Iteration 26Q: 3 clusters Score -7165594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7165592.500000 Penalty: 5236.070801
	Iteration 27Q: 3 clusters Score -7165592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7165601.500000 Penalty: 5236.070801
	Iteration 28Q: 3 clusters Score -7165602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7165602.000000 Penalty: 5236.070801
	Iteration 29Q: 3 clusters Score -7165602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7165610.500000 Penalty: 5236.070801
	Iteration 30Q: 3 clusters Score -7165610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7165610.500000 Penalty: 5236.070801
	Iteration 31F: 3 clusters Score -7165610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 41783 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43493 members 
Mstep: Class 5 contains 40965 members 
Mstep: Class 6 contains 40731 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43357 members 
Mstep: Class 9 contains 42485 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41703 members 
Mstep: Class 12 contains 44747 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 22225 members 
Mstep: Class 15 contains 707 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 32572 members 
Mstep: Class 18 contains 45863 members 
Mstep: Class 19 contains 40951 members 
Mstep: Class 20 contains 2732 members 
Mstep: Class 21 contains 42879 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42468 members 
Mstep: Class 24 contains 45237 members 
Mstep: Class 25 contains 38430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938472.000000 Penalty: 83433.343750
Iteration 199Q: 26 clusters Score -1.269385e+08 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 41745 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43483 members 
Mstep: Class 5 contains 41117 members 
Mstep: Class 6 contains 40600 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43354 members 
Mstep: Class 9 contains 42500 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41554 members 
Mstep: Class 12 contains 44628 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 22266 members 
Mstep: Class 15 contains 707 members 
Mstep: Class 16 contains 2240 members 
Mstep: Class 17 contains 32587 members 
Mstep: Class 18 contains 45807 members 
Mstep: Class 19 contains 40916 members 
Mstep: Class 20 contains 2701 members 
Mstep: Class 21 contains 43137 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42416 members 
Mstep: Class 24 contains 45368 members 
Mstep: Class 25 contains 38424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939176.000000 Penalty: 83433.343750
Iteration 200F: 26 clusters Score -1.269392e+08 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 41684 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43494 members 
Mstep: Class 5 contains 41312 members 
Mstep: Class 6 contains 40441 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43407 members 
Mstep: Class 9 contains 42485 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41395 members 
Mstep: Class 12 contains 44512 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 22306 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 32576 members 
Mstep: Class 18 contains 45778 members 
Mstep: Class 19 contains 40883 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 43302 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42361 members 
Mstep: Class 24 contains 45526 members 
Mstep: Class 25 contains 38452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939304.000000 Penalty: 83433.343750
Iteration 201Q: 26 clusters Score -1.269393e+08 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 41634 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43512 members 
Mstep: Class 5 contains 41523 members 
Mstep: Class 6 contains 40247 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43486 members 
Mstep: Class 9 contains 42511 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41196 members 
Mstep: Class 12 contains 44368 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 22349 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 32576 members 
Mstep: Class 18 contains 45760 members 
Mstep: Class 19 contains 40783 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 43501 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42371 members 
Mstep: Class 24 contains 45617 members 
Mstep: Class 25 contains 38497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939344.000000 Penalty: 83433.343750
Iteration 202Q: 26 clusters Score -1.269393e+08 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 41611 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43508 members 
Mstep: Class 5 contains 41696 members 
Mstep: Class 6 contains 40047 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43481 members 
Mstep: Class 9 contains 42479 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41084 members 
Mstep: Class 12 contains 44276 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 22391 members 
Mstep: Class 15 contains 705 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 32580 members 
Mstep: Class 18 contains 45760 members 
Mstep: Class 19 contains 40672 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 43699 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42426 members 
Mstep: Class 24 contains 45641 members 
Mstep: Class 25 contains 38581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939792.000000 Penalty: 83433.343750
Iteration 203Q: 26 clusters Score -1.269398e+08 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 41596 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43494 members 
Mstep: Class 5 contains 41887 members 
Mstep: Class 6 contains 39838 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43419 members 
Mstep: Class 9 contains 42478 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 40964 members 
Mstep: Class 12 contains 44237 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 22419 members 
Mstep: Class 15 contains 704 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 32585 members 
Mstep: Class 18 contains 45760 members 
Mstep: Class 19 contains 40599 members 
Mstep: Class 20 contains 2561 members 
Mstep: Class 21 contains 43870 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42448 members 
Mstep: Class 24 contains 45665 members 
Mstep: Class 25 contains 38709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940064.000000 Penalty: 83433.343750
Iteration 204Q: 26 clusters Score -1.269401e+08 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 41644 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43491 members 
Mstep: Class 5 contains 42003 members 
Mstep: Class 6 contains 39619 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43386 members 
Mstep: Class 9 contains 42453 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 40906 members 
Mstep: Class 12 contains 44219 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 22463 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 32598 members 
Mstep: Class 18 contains 45721 members 
Mstep: Class 19 contains 40490 members 
Mstep: Class 20 contains 2528 members 
Mstep: Class 21 contains 44068 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42490 members 
Mstep: Class 24 contains 45622 members 
Mstep: Class 25 contains 38804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940192.000000 Penalty: 83433.343750
Iteration 205Q: 26 clusters Score -1.269402e+08 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 41710 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43511 members 
Mstep: Class 5 contains 42046 members 
Mstep: Class 6 contains 39382 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43353 members 
Mstep: Class 9 contains 42453 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 40836 members 
Mstep: Class 12 contains 44273 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 22501 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 32600 members 
Mstep: Class 18 contains 45681 members 
Mstep: Class 19 contains 40376 members 
Mstep: Class 20 contains 2498 members 
Mstep: Class 21 contains 44298 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42535 members 
Mstep: Class 24 contains 45523 members 
Mstep: Class 25 contains 38903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940552.000000 Penalty: 83433.343750
Iteration 206Q: 26 clusters Score -1.269406e+08 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 41790 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43532 members 
Mstep: Class 5 contains 42050 members 
Mstep: Class 6 contains 39149 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 42471 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 40814 members 
Mstep: Class 12 contains 44373 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 22524 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 32606 members 
Mstep: Class 18 contains 45657 members 
Mstep: Class 19 contains 40272 members 
Mstep: Class 20 contains 2458 members 
Mstep: Class 21 contains 44501 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42518 members 
Mstep: Class 24 contains 45394 members 
Mstep: Class 25 contains 38976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940816.000000 Penalty: 83433.343750
Iteration 207Q: 26 clusters Score -1.269408e+08 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 41901 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43558 members 
Mstep: Class 5 contains 42017 members 
Mstep: Class 6 contains 38928 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43356 members 
Mstep: Class 9 contains 42478 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 40819 members 
Mstep: Class 12 contains 44457 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 22544 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 32599 members 
Mstep: Class 18 contains 45612 members 
Mstep: Class 19 contains 40144 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 44669 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42539 members 
Mstep: Class 24 contains 45247 members 
Mstep: Class 25 contains 39094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941080.000000 Penalty: 83433.343750
Iteration 208Q: 26 clusters Score -1.269411e+08 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 41959 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43585 members 
Mstep: Class 5 contains 42021 members 
Mstep: Class 6 contains 38691 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43337 members 
Mstep: Class 9 contains 42516 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 40832 members 
Mstep: Class 12 contains 44594 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 22588 members 
Mstep: Class 15 contains 702 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 32604 members 
Mstep: Class 18 contains 45596 members 
Mstep: Class 19 contains 40032 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 44799 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42545 members 
Mstep: Class 24 contains 45021 members 
Mstep: Class 25 contains 39245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941176.000000 Penalty: 83433.343750
Iteration 209Q: 26 clusters Score -1.269412e+08 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 42019 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43608 members 
Mstep: Class 5 contains 42006 members 
Mstep: Class 6 contains 38458 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43338 members 
Mstep: Class 9 contains 42548 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 40865 members 
Mstep: Class 12 contains 44811 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 22659 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 32609 members 
Mstep: Class 18 contains 45547 members 
Mstep: Class 19 contains 39884 members 
Mstep: Class 20 contains 2353 members 
Mstep: Class 21 contains 44934 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42569 members 
Mstep: Class 24 contains 44769 members 
Mstep: Class 25 contains 39354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941280.000000 Penalty: 83433.343750
Iteration 210Q: 26 clusters Score -1.269413e+08 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 42074 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43639 members 
Mstep: Class 5 contains 41995 members 
Mstep: Class 6 contains 38199 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43382 members 
Mstep: Class 9 contains 42585 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 40940 members 
Mstep: Class 12 contains 44947 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 22731 members 
Mstep: Class 15 contains 702 members 
Mstep: Class 16 contains 2243 members 
Mstep: Class 17 contains 32618 members 
Mstep: Class 18 contains 45507 members 
Mstep: Class 19 contains 39743 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 21 contains 45044 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42606 members 
Mstep: Class 24 contains 44523 members 
Mstep: Class 25 contains 39471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941384.000000 Penalty: 83433.343750
Iteration 211Q: 26 clusters Score -1.269414e+08 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 42124 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43692 members 
Mstep: Class 5 contains 41983 members 
Mstep: Class 6 contains 37927 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43409 members 
Mstep: Class 9 contains 42637 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41072 members 
Mstep: Class 12 contains 45048 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 22774 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 32632 members 
Mstep: Class 18 contains 45462 members 
Mstep: Class 19 contains 39606 members 
Mstep: Class 20 contains 2285 members 
Mstep: Class 21 contains 45147 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42647 members 
Mstep: Class 24 contains 44277 members 
Mstep: Class 25 contains 39623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940856.000000 Penalty: 83433.343750
Iteration 212Q: 26 clusters Score -1.269409e+08 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 42128 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43714 members 
Mstep: Class 5 contains 41971 members 
Mstep: Class 6 contains 37652 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43441 members 
Mstep: Class 9 contains 42680 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41243 members 
Mstep: Class 12 contains 45165 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 22809 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 32650 members 
Mstep: Class 18 contains 45480 members 
Mstep: Class 19 contains 39449 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 45242 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42690 members 
Mstep: Class 24 contains 44040 members 
Mstep: Class 25 contains 39777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941064.000000 Penalty: 83433.343750
Iteration 213Q: 26 clusters Score -1.269411e+08 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 42155 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43723 members 
Mstep: Class 5 contains 41979 members 
Mstep: Class 6 contains 37377 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43459 members 
Mstep: Class 9 contains 42735 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41398 members 
Mstep: Class 12 contains 45319 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 22847 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 32642 members 
Mstep: Class 18 contains 45482 members 
Mstep: Class 19 contains 39358 members 
Mstep: Class 20 contains 2250 members 
Mstep: Class 21 contains 45319 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42683 members 
Mstep: Class 24 contains 43833 members 
Mstep: Class 25 contains 39884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940992.000000 Penalty: 83433.343750
Iteration 214Q: 26 clusters Score -1.26941e+08 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 42193 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43759 members 
Mstep: Class 5 contains 41973 members 
Mstep: Class 6 contains 37125 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43453 members 
Mstep: Class 9 contains 42785 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41564 members 
Mstep: Class 12 contains 45448 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 22874 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 32646 members 
Mstep: Class 18 contains 45512 members 
Mstep: Class 19 contains 39259 members 
Mstep: Class 20 contains 2236 members 
Mstep: Class 21 contains 45397 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42640 members 
Mstep: Class 24 contains 43620 members 
Mstep: Class 25 contains 39994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941256.000000 Penalty: 83433.343750
Iteration 215Q: 26 clusters Score -1.269413e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 42210 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43790 members 
Mstep: Class 5 contains 41988 members 
Mstep: Class 6 contains 36906 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43466 members 
Mstep: Class 9 contains 42814 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41732 members 
Mstep: Class 12 contains 45577 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 22905 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 32648 members 
Mstep: Class 18 contains 45514 members 
Mstep: Class 19 contains 39156 members 
Mstep: Class 20 contains 2222 members 
Mstep: Class 21 contains 45433 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42610 members 
Mstep: Class 24 contains 43451 members 
Mstep: Class 25 contains 40096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941520.000000 Penalty: 83433.343750
Iteration 216Q: 26 clusters Score -1.269415e+08 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 42198 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43824 members 
Mstep: Class 5 contains 42001 members 
Mstep: Class 6 contains 36692 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43453 members 
Mstep: Class 9 contains 42777 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 41904 members 
Mstep: Class 12 contains 45765 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 22940 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 32635 members 
Mstep: Class 18 contains 45533 members 
Mstep: Class 19 contains 39054 members 
Mstep: Class 20 contains 2202 members 
Mstep: Class 21 contains 45485 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42577 members 
Mstep: Class 24 contains 43281 members 
Mstep: Class 25 contains 40210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941248.000000 Penalty: 83433.343750
Iteration 217Q: 26 clusters Score -1.269412e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 42250 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43858 members 
Mstep: Class 5 contains 42008 members 
Mstep: Class 6 contains 36455 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43456 members 
Mstep: Class 9 contains 42726 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 42058 members 
Mstep: Class 12 contains 45944 members 
Mstep: Class 13 contains 896 members 
Mstep: Class 14 contains 22963 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 32635 members 
Mstep: Class 18 contains 45567 members 
Mstep: Class 19 contains 38991 members 
Mstep: Class 20 contains 2188 members 
Mstep: Class 21 contains 45561 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42515 members 
Mstep: Class 24 contains 43123 members 
Mstep: Class 25 contains 40290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941064.000000 Penalty: 83433.343750
Iteration 218Q: 26 clusters Score -1.269411e+08 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 42291 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43903 members 
Mstep: Class 5 contains 42037 members 
Mstep: Class 6 contains 36202 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43485 members 
Mstep: Class 9 contains 42671 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 42178 members 
Mstep: Class 12 contains 46057 members 
Mstep: Class 13 contains 898 members 
Mstep: Class 14 contains 22997 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 32642 members 
Mstep: Class 18 contains 45582 members 
Mstep: Class 19 contains 38924 members 
Mstep: Class 20 contains 2166 members 
Mstep: Class 21 contains 45580 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42504 members 
Mstep: Class 24 contains 43021 members 
Mstep: Class 25 contains 40409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940576.000000 Penalty: 83433.343750
Iteration 219Q: 26 clusters Score -1.269406e+08 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 42346 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43934 members 
Mstep: Class 5 contains 42026 members 
Mstep: Class 6 contains 35933 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43510 members 
Mstep: Class 9 contains 42630 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 42287 members 
Mstep: Class 12 contains 46182 members 
Mstep: Class 13 contains 900 members 
Mstep: Class 14 contains 23021 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 2243 members 
Mstep: Class 17 contains 32659 members 
Mstep: Class 18 contains 45594 members 
Mstep: Class 19 contains 38850 members 
Mstep: Class 20 contains 2144 members 
Mstep: Class 21 contains 45638 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42539 members 
Mstep: Class 24 contains 42914 members 
Mstep: Class 25 contains 40475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940752.000000 Penalty: 83433.343750
Iteration 220F: 26 clusters Score -1.269408e+08 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 42389 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43958 members 
Mstep: Class 5 contains 42008 members 
Mstep: Class 6 contains 35653 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43514 members 
Mstep: Class 9 contains 42582 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 42418 members 
Mstep: Class 12 contains 46307 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 23051 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 2242 members 
Mstep: Class 17 contains 32660 members 
Mstep: Class 18 contains 45629 members 
Mstep: Class 19 contains 38782 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 45715 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42569 members 
Mstep: Class 24 contains 42810 members 
Mstep: Class 25 contains 40516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940776.000000 Penalty: 83433.343750
Iteration 221Q: 26 clusters Score -1.269408e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 42435 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44014 members 
Mstep: Class 5 contains 41993 members 
Mstep: Class 6 contains 35399 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43452 members 
Mstep: Class 9 contains 42555 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 42551 members 
Mstep: Class 12 contains 46426 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 23067 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 2242 members 
Mstep: Class 17 contains 32665 members 
Mstep: Class 18 contains 45668 members 
Mstep: Class 19 contains 38732 members 
Mstep: Class 20 contains 2122 members 
Mstep: Class 21 contains 45793 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42615 members 
Mstep: Class 24 contains 42651 members 
Mstep: Class 25 contains 40569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940920.000000 Penalty: 83433.343750
Iteration 222Q: 26 clusters Score -1.269409e+08 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 42443 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44068 members 
Mstep: Class 5 contains 42007 members 
Mstep: Class 6 contains 35172 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43390 members 
Mstep: Class 9 contains 42551 members 
Mstep: Class 10 contains 515 members 
Mstep: Class 11 contains 42697 members 
Mstep: Class 12 contains 46537 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 23064 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 2242 members 
Mstep: Class 17 contains 32664 members 
Mstep: Class 18 contains 45692 members 
Mstep: Class 19 contains 38703 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 45861 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42647 members 
Mstep: Class 24 contains 42509 members 
Mstep: Class 25 contains 40617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940896.000000 Penalty: 83433.343750
Iteration 223Q: 26 clusters Score -1.269409e+08 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 42451 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44135 members 
Mstep: Class 5 contains 41990 members 
Mstep: Class 6 contains 34936 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43385 members 
Mstep: Class 9 contains 42545 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 42859 members 
Mstep: Class 12 contains 46619 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 23068 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 17 contains 32657 members 
Mstep: Class 18 contains 45742 members 
Mstep: Class 19 contains 38695 members 
Mstep: Class 20 contains 2108 members 
Mstep: Class 21 contains 45905 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42664 members 
Mstep: Class 24 contains 42382 members 
Mstep: Class 25 contains 40641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940984.000000 Penalty: 83433.343750
Iteration 224Q: 26 clusters Score -1.26941e+08 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 42436 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44189 members 
Mstep: Class 5 contains 41968 members 
Mstep: Class 6 contains 34750 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43368 members 
Mstep: Class 9 contains 42553 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43040 members 
Mstep: Class 12 contains 46693 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 23075 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 2245 members 
Mstep: Class 17 contains 32655 members 
Mstep: Class 18 contains 45761 members 
Mstep: Class 19 contains 38655 members 
Mstep: Class 20 contains 2094 members 
Mstep: Class 21 contains 45981 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42704 members 
Mstep: Class 24 contains 42264 members 
Mstep: Class 25 contains 40646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941024.000000 Penalty: 83433.343750
Iteration 225Q: 26 clusters Score -1.26941e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 42440 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44216 members 
Mstep: Class 5 contains 41953 members 
Mstep: Class 6 contains 34572 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43384 members 
Mstep: Class 9 contains 42569 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43176 members 
Mstep: Class 12 contains 46753 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 2247 members 
Mstep: Class 17 contains 32650 members 
Mstep: Class 18 contains 45826 members 
Mstep: Class 19 contains 38613 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 46012 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42745 members 
Mstep: Class 24 contains 42185 members 
Mstep: Class 25 contains 40607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940808.000000 Penalty: 83433.343750
Iteration 226Q: 26 clusters Score -1.269408e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 42403 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44241 members 
Mstep: Class 5 contains 41939 members 
Mstep: Class 6 contains 34350 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43402 members 
Mstep: Class 9 contains 42609 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43362 members 
Mstep: Class 12 contains 46805 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 23073 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32659 members 
Mstep: Class 18 contains 45895 members 
Mstep: Class 19 contains 38566 members 
Mstep: Class 20 contains 2072 members 
Mstep: Class 21 contains 46037 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42744 members 
Mstep: Class 24 contains 42119 members 
Mstep: Class 25 contains 40603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940640.000000 Penalty: 83433.343750
Iteration 227Q: 26 clusters Score -1.269406e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 42386 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44286 members 
Mstep: Class 5 contains 41962 members 
Mstep: Class 6 contains 34145 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43434 members 
Mstep: Class 9 contains 42625 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43509 members 
Mstep: Class 12 contains 46823 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 23083 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32666 members 
Mstep: Class 18 contains 45959 members 
Mstep: Class 19 contains 38541 members 
Mstep: Class 20 contains 2061 members 
Mstep: Class 21 contains 46057 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42743 members 
Mstep: Class 24 contains 42038 members 
Mstep: Class 25 contains 40597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940608.000000 Penalty: 83433.343750
Iteration 228Q: 26 clusters Score -1.269406e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 42367 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44332 members 
Mstep: Class 5 contains 41969 members 
Mstep: Class 6 contains 33940 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43438 members 
Mstep: Class 9 contains 42613 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43682 members 
Mstep: Class 12 contains 46843 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 23096 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32674 members 
Mstep: Class 18 contains 46042 members 
Mstep: Class 19 contains 38529 members 
Mstep: Class 20 contains 2052 members 
Mstep: Class 21 contains 46066 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42787 members 
Mstep: Class 24 contains 41954 members 
Mstep: Class 25 contains 40577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940264.000000 Penalty: 83433.343750
Iteration 229Q: 26 clusters Score -1.269403e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 42323 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44379 members 
Mstep: Class 5 contains 41968 members 
Mstep: Class 6 contains 33691 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43472 members 
Mstep: Class 9 contains 42642 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43832 members 
Mstep: Class 12 contains 46879 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 23111 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32673 members 
Mstep: Class 18 contains 46117 members 
Mstep: Class 19 contains 38512 members 
Mstep: Class 20 contains 2044 members 
Mstep: Class 21 contains 46123 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42772 members 
Mstep: Class 24 contains 41870 members 
Mstep: Class 25 contains 40596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940368.000000 Penalty: 83433.343750
Iteration 230Q: 26 clusters Score -1.269404e+08 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 42336 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44429 members 
Mstep: Class 5 contains 41979 members 
Mstep: Class 6 contains 33437 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43481 members 
Mstep: Class 9 contains 42636 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43944 members 
Mstep: Class 12 contains 46931 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 23118 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32663 members 
Mstep: Class 18 contains 46182 members 
Mstep: Class 19 contains 38504 members 
Mstep: Class 20 contains 2037 members 
Mstep: Class 21 contains 46176 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 42788 members 
Mstep: Class 24 contains 41792 members 
Mstep: Class 25 contains 40589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3328.503906 but Gain 3337.335938
Score: -126940216.000000 Penalty: 80096.007812
Iteration 231Q: 25 clusters Score -1.269402e+08 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 42567 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44451 members 
Mstep: Class 5 contains 42062 members 
Mstep: Class 6 contains 33191 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43643 members 
Mstep: Class 9 contains 42762 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44258 members 
Mstep: Class 12 contains 47205 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 23119 members 
Mstep: Class 15 contains 698 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32671 members 
Mstep: Class 18 contains 46296 members 
Mstep: Class 19 contains 38598 members 
Mstep: Class 21 contains 46242 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43396 members 
Mstep: Class 24 contains 41732 members 
Mstep: Class 25 contains 40727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941616.000000 Penalty: 80096.007812
Iteration 232Q: 25 clusters Score -1.269416e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 42625 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44478 members 
Mstep: Class 5 contains 42067 members 
Mstep: Class 6 contains 32930 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43456 members 
Mstep: Class 9 contains 42749 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44523 members 
Mstep: Class 12 contains 47231 members 
Mstep: Class 13 contains 901 members 
Mstep: Class 14 contains 23132 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32658 members 
Mstep: Class 18 contains 46365 members 
Mstep: Class 19 contains 38605 members 
Mstep: Class 21 contains 46289 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 41722 members 
Mstep: Class 25 contains 40758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941512.000000 Penalty: 80096.007812
Iteration 233Q: 25 clusters Score -1.269415e+08 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 42648 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44497 members 
Mstep: Class 5 contains 42067 members 
Mstep: Class 6 contains 32729 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43372 members 
Mstep: Class 9 contains 42764 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44734 members 
Mstep: Class 12 contains 47242 members 
Mstep: Class 13 contains 902 members 
Mstep: Class 14 contains 23145 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32635 members 
Mstep: Class 18 contains 46432 members 
Mstep: Class 19 contains 38568 members 
Mstep: Class 21 contains 46348 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43262 members 
Mstep: Class 24 contains 41699 members 
Mstep: Class 25 contains 40776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941312.000000 Penalty: 80096.007812
Iteration 234Q: 25 clusters Score -1.269413e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 42637 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44513 members 
Mstep: Class 5 contains 42043 members 
Mstep: Class 6 contains 32536 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43327 members 
Mstep: Class 9 contains 42780 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44883 members 
Mstep: Class 12 contains 47264 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23148 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32622 members 
Mstep: Class 18 contains 46527 members 
Mstep: Class 19 contains 38553 members 
Mstep: Class 21 contains 46393 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43242 members 
Mstep: Class 24 contains 41684 members 
Mstep: Class 25 contains 40774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941224.000000 Penalty: 80096.007812
Iteration 235Q: 25 clusters Score -1.269412e+08 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 42635 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44533 members 
Mstep: Class 5 contains 42027 members 
Mstep: Class 6 contains 32381 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43246 members 
Mstep: Class 9 contains 42815 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45036 members 
Mstep: Class 12 contains 47279 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23123 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32615 members 
Mstep: Class 18 contains 46586 members 
Mstep: Class 19 contains 38567 members 
Mstep: Class 21 contains 46419 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43244 members 
Mstep: Class 24 contains 41690 members 
Mstep: Class 25 contains 40759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940976.000000 Penalty: 80096.007812
Iteration 236Q: 25 clusters Score -1.26941e+08 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 42659 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44547 members 
Mstep: Class 5 contains 41995 members 
Mstep: Class 6 contains 32222 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43194 members 
Mstep: Class 9 contains 42848 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45149 members 
Mstep: Class 12 contains 47285 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23101 members 
Mstep: Class 15 contains 698 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32613 members 
Mstep: Class 18 contains 46673 members 
Mstep: Class 19 contains 38605 members 
Mstep: Class 21 contains 46430 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43245 members 
Mstep: Class 24 contains 41676 members 
Mstep: Class 25 contains 40726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941104.000000 Penalty: 80096.007812
Iteration 237Q: 25 clusters Score -1.269411e+08 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 42647 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44522 members 
Mstep: Class 5 contains 42004 members 
Mstep: Class 6 contains 32079 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43137 members 
Mstep: Class 9 contains 42905 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45232 members 
Mstep: Class 12 contains 47313 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23071 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32605 members 
Mstep: Class 18 contains 46760 members 
Mstep: Class 19 contains 38649 members 
Mstep: Class 21 contains 46400 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43261 members 
Mstep: Class 24 contains 41688 members 
Mstep: Class 25 contains 40689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941200.000000 Penalty: 80096.007812
Iteration 238Q: 25 clusters Score -1.269412e+08 nChanged 2369
Entering ConstructFrom: 
Score: -126941200.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (39054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Entering Unmasked Estep 
Score: -7157607.000000 Penalty: 2622.029785
	Iteration 0F: 2 clusters Score -7157607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -7131122.000000 Penalty: 5244.059570
	Iteration 0F: 3 clusters Score -7131122 nChanged 17837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -7140690.500000 Penalty: 5244.059570
	Iteration 1F: 3 clusters Score -7140690 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -7141121.000000 Penalty: 5244.059570
	Iteration 2Q: 3 clusters Score -7141121 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -7141526.500000 Penalty: 5244.059570
	Iteration 3Q: 3 clusters Score -7141526 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -7141898.000000 Penalty: 5244.059570
	Iteration 4Q: 3 clusters Score -7141898 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -7142352.500000 Penalty: 5244.059570
	Iteration 5Q: 3 clusters Score -7142352 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -7142915.500000 Penalty: 5244.059570
	Iteration 6Q: 3 clusters Score -7142916 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -7143756.000000 Penalty: 5244.059570
	Iteration 7Q: 3 clusters Score -7143756 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -7144911.500000 Penalty: 5244.059570
	Iteration 8F: 3 clusters Score -7144912 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -7146566.500000 Penalty: 5244.059570
	Iteration 9F: 3 clusters Score -7146566 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -7148720.500000 Penalty: 5244.059570
	Iteration 10F: 3 clusters Score -7148720 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -7151104.000000 Penalty: 5244.059570
	Iteration 11F: 3 clusters Score -7151104 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -7153036.500000 Penalty: 5244.059570
	Iteration 12F: 3 clusters Score -7153036 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -7154073.000000 Penalty: 5244.059570
	Iteration 13Q: 3 clusters Score -7154073 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -7154519.000000 Penalty: 5244.059570
	Iteration 14Q: 3 clusters Score -7154519 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -7154757.000000 Penalty: 5244.059570
	Iteration 15Q: 3 clusters Score -7154757 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -7154902.500000 Penalty: 5244.059570
	Iteration 16Q: 3 clusters Score -7154902 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -7155045.000000 Penalty: 5244.059570
	Iteration 17Q: 3 clusters Score -7155045 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -7155206.000000 Penalty: 5244.059570
	Iteration 18Q: 3 clusters Score -7155206 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -7155319.500000 Penalty: 5244.059570
	Iteration 19Q: 3 clusters Score -7155320 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -7155375.000000 Penalty: 5244.059570
	Iteration 20F: 3 clusters Score -7155375 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -7155437.000000 Penalty: 5244.059570
	Iteration 21Q: 3 clusters Score -7155437 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -7155481.500000 Penalty: 5244.059570
	Iteration 22Q: 3 clusters Score -7155482 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -7155508.000000 Penalty: 5244.059570
	Iteration 23Q: 3 clusters Score -7155508 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -7155555.500000 Penalty: 5244.059570
	Iteration 24Q: 3 clusters Score -7155556 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -7155579.000000 Penalty: 5244.059570
	Iteration 25Q: 3 clusters Score -7155579 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -7155616.000000 Penalty: 5244.059570
	Iteration 26Q: 3 clusters Score -7155616 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -7155633.000000 Penalty: 5244.059570
	Iteration 27Q: 3 clusters Score -7155633 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -7155642.000000 Penalty: 5244.059570
	Iteration 28Q: 3 clusters Score -7155642 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7155689.500000 Penalty: 5244.059570
	Iteration 29Q: 3 clusters Score -7155690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -7155697.000000 Penalty: 5244.059570
	Iteration 30Q: 3 clusters Score -7155697 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -7155716.000000 Penalty: 5244.059570
	Iteration 31Q: 3 clusters Score -7155716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -7155733.500000 Penalty: 5244.059570
	Iteration 32Q: 3 clusters Score -7155734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -7155769.500000 Penalty: 5244.059570
	Iteration 33Q: 3 clusters Score -7155770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -7155794.500000 Penalty: 5244.059570
	Iteration 34Q: 3 clusters Score -7155794 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -7155817.500000 Penalty: 5244.059570
	Iteration 35Q: 3 clusters Score -7155818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -7155823.000000 Penalty: 5244.059570
	Iteration 36Q: 3 clusters Score -7155823 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -7155837.000000 Penalty: 5244.059570
	Iteration 37Q: 3 clusters Score -7155837 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -7155847.000000 Penalty: 5244.059570
	Iteration 38Q: 3 clusters Score -7155847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -7155855.000000 Penalty: 5244.059570
	Iteration 39Q: 3 clusters Score -7155855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -7155865.000000 Penalty: 5244.059570
	Iteration 40F: 3 clusters Score -7155865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7155865.500000 Penalty: 5244.059570
	Iteration 41Q: 3 clusters Score -7155866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -7155882.500000 Penalty: 5244.059570
	Iteration 42Q: 3 clusters Score -7155882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7155898.500000 Penalty: 5244.059570
	Iteration 43Q: 3 clusters Score -7155898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -7155903.000000 Penalty: 5244.059570
	Iteration 44Q: 3 clusters Score -7155903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -7155895.000000 Penalty: 5244.059570
	Iteration 45Q: 3 clusters Score -7155895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7155898.500000 Penalty: 5244.059570
	Iteration 46Q: 3 clusters Score -7155898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -7155887.500000 Penalty: 5244.059570
	Iteration 47Q: 3 clusters Score -7155888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -7155891.000000 Penalty: 5244.059570
	Iteration 48Q: 3 clusters Score -7155891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -7155892.500000 Penalty: 5244.059570
	Iteration 49Q: 3 clusters Score -7155892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -7155883.000000 Penalty: 5244.059570
	Iteration 50Q: 3 clusters Score -7155883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7155888.500000 Penalty: 5244.059570
	Iteration 51Q: 3 clusters Score -7155888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -7155885.000000 Penalty: 5244.059570
	Iteration 52Q: 3 clusters Score -7155885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -7155886.500000 Penalty: 5244.059570
	Iteration 53Q: 3 clusters Score -7155886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7155889.000000 Penalty: 5244.059570
	Iteration 54Q: 3 clusters Score -7155889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7155887.500000 Penalty: 5244.059570
	Iteration 55Q: 3 clusters Score -7155888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -7155897.000000 Penalty: 5244.059570
	Iteration 56Q: 3 clusters Score -7155897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -7155896.500000 Penalty: 5244.059570
	Iteration 57Q: 3 clusters Score -7155896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -7155901.500000 Penalty: 5244.059570
	Iteration 58Q: 3 clusters Score -7155902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -7155898.500000 Penalty: 5244.059570
	Iteration 59Q: 3 clusters Score -7155898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7155906.500000 Penalty: 5244.059570
	Iteration 60F: 3 clusters Score -7155906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -7155902.000000 Penalty: 5244.059570
	Iteration 61Q: 3 clusters Score -7155902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7155899.000000 Penalty: 5244.059570
	Iteration 62Q: 3 clusters Score -7155899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7155911.000000 Penalty: 5244.059570
	Iteration 63Q: 3 clusters Score -7155911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -7155908.000000 Penalty: 5244.059570
	Iteration 64Q: 3 clusters Score -7155908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -7155905.500000 Penalty: 5244.059570
	Iteration 65Q: 3 clusters Score -7155906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7155913.000000 Penalty: 5244.059570
	Iteration 66Q: 3 clusters Score -7155913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7155905.000000 Penalty: 5244.059570
	Iteration 67Q: 3 clusters Score -7155905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7155901.000000 Penalty: 5244.059570
	Iteration 68Q: 3 clusters Score -7155901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -7155911.000000 Penalty: 5244.059570
	Iteration 69Q: 3 clusters Score -7155911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -7155905.000000 Penalty: 5244.059570
	Iteration 70Q: 3 clusters Score -7155905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7155912.000000 Penalty: 5244.059570
	Iteration 71Q: 3 clusters Score -7155912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7155909.000000 Penalty: 5244.059570
	Iteration 72Q: 3 clusters Score -7155909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7155914.500000 Penalty: 5244.059570
	Iteration 73Q: 3 clusters Score -7155914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -7155917.000000 Penalty: 5244.059570
	Iteration 74Q: 3 clusters Score -7155917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7155916.500000 Penalty: 5244.059570
	Iteration 75Q: 3 clusters Score -7155916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7155919.000000 Penalty: 5244.059570
	Iteration 76Q: 3 clusters Score -7155919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7155919.500000 Penalty: 5244.059570
	Iteration 77Q: 3 clusters Score -7155920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -7155917.500000 Penalty: 5244.059570
	Iteration 78Q: 3 clusters Score -7155918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -7155913.500000 Penalty: 5244.059570
	Iteration 79Q: 3 clusters Score -7155914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -7155909.500000 Penalty: 5244.059570
	Iteration 80F: 3 clusters Score -7155910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -7155913.500000 Penalty: 5244.059570
	Iteration 81Q: 3 clusters Score -7155914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7155917.000000 Penalty: 5244.059570
	Iteration 82Q: 3 clusters Score -7155917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -7155916.000000 Penalty: 5244.059570
	Iteration 83Q: 3 clusters Score -7155916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -7155914.500000 Penalty: 5244.059570
	Iteration 84Q: 3 clusters Score -7155914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7155912.500000 Penalty: 5244.059570
	Iteration 85Q: 3 clusters Score -7155912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -7155917.500000 Penalty: 5244.059570
	Iteration 86Q: 3 clusters Score -7155918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7155918.000000 Penalty: 5244.059570
	Iteration 87Q: 3 clusters Score -7155918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -7155920.000000 Penalty: 5244.059570
	Iteration 88Q: 3 clusters Score -7155920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7155915.500000 Penalty: 5244.059570
	Iteration 89Q: 3 clusters Score -7155916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7155925.500000 Penalty: 5244.059570
	Iteration 90Q: 3 clusters Score -7155926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -7155929.000000 Penalty: 5244.059570
	Iteration 91Q: 3 clusters Score -7155929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -7155923.000000 Penalty: 5244.059570
	Iteration 92Q: 3 clusters Score -7155923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7155925.000000 Penalty: 5244.059570
	Iteration 93Q: 3 clusters Score -7155925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -7155931.500000 Penalty: 5244.059570
	Iteration 94Q: 3 clusters Score -7155932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7155935.500000 Penalty: 5244.059570
	Iteration 95Q: 3 clusters Score -7155936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -7155935.500000 Penalty: 5244.059570
	Iteration 96Q: 3 clusters Score -7155936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7155934.500000 Penalty: 5244.059570
	Iteration 97Q: 3 clusters Score -7155934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7155934.500000 Penalty: 5244.059570
	Iteration 98F: 3 clusters Score -7155934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Entering Unmasked Estep 
Score: -7921422.000000 Penalty: 2643.740234
	Iteration 0F: 2 clusters Score -7921422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -7892933.000000 Penalty: 5287.480469
	Iteration 0F: 3 clusters Score -7892933 nChanged 19618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -7903596.000000 Penalty: 5287.480469
	Iteration 1F: 3 clusters Score -7903596 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -7904063.500000 Penalty: 5287.480469
	Iteration 2Q: 3 clusters Score -7904064 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -7904601.500000 Penalty: 5287.480469
	Iteration 3Q: 3 clusters Score -7904602 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -7905040.500000 Penalty: 5287.480469
	Iteration 4Q: 3 clusters Score -7905040 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -7905631.000000 Penalty: 5287.480469
	Iteration 5Q: 3 clusters Score -7905631 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -7906450.000000 Penalty: 5287.480469
	Iteration 6Q: 3 clusters Score -7906450 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -7907611.500000 Penalty: 5287.480469
	Iteration 7F: 3 clusters Score -7907612 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -7909417.000000 Penalty: 5287.480469
	Iteration 8F: 3 clusters Score -7909417 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -7911845.500000 Penalty: 5287.480469
	Iteration 9F: 3 clusters Score -7911846 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -7914469.500000 Penalty: 5287.480469
	Iteration 10F: 3 clusters Score -7914470 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -7916607.000000 Penalty: 5287.480469
	Iteration 11F: 3 clusters Score -7916607 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -7917877.500000 Penalty: 5287.480469
	Iteration 12Q: 3 clusters Score -7917878 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -7918566.000000 Penalty: 5287.480469
	Iteration 13Q: 3 clusters Score -7918566 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -7918845.000000 Penalty: 5287.480469
	Iteration 14Q: 3 clusters Score -7918845 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -7918975.500000 Penalty: 5287.480469
	Iteration 15Q: 3 clusters Score -7918976 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -7919065.000000 Penalty: 5287.480469
	Iteration 16Q: 3 clusters Score -7919065 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -7919099.500000 Penalty: 5287.480469
	Iteration 17Q: 3 clusters Score -7919100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -7919128.500000 Penalty: 5287.480469
	Iteration 18Q: 3 clusters Score -7919128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -7919149.500000 Penalty: 5287.480469
	Iteration 19Q: 3 clusters Score -7919150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -7919159.500000 Penalty: 5287.480469
	Iteration 20F: 3 clusters Score -7919160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -7919156.000000 Penalty: 5287.480469
	Iteration 21Q: 3 clusters Score -7919156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -7919163.000000 Penalty: 5287.480469
	Iteration 22Q: 3 clusters Score -7919163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -7919174.500000 Penalty: 5287.480469
	Iteration 23Q: 3 clusters Score -7919174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -7919177.000000 Penalty: 5287.480469
	Iteration 24Q: 3 clusters Score -7919177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -7919174.000000 Penalty: 5287.480469
	Iteration 25Q: 3 clusters Score -7919174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -7919175.000000 Penalty: 5287.480469
	Iteration 26Q: 3 clusters Score -7919175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -7919173.500000 Penalty: 5287.480469
	Iteration 27Q: 3 clusters Score -7919174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -7919173.500000 Penalty: 5287.480469
	Iteration 28F: 3 clusters Score -7919174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -120832.625000 Penalty: 1698.041870
	Iteration 0F: 2 clusters Score -120832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -119054.304688 Penalty: 3396.083740
	Iteration 0F: 3 clusters Score -119054.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119570.828125 Penalty: 3396.083740
	Iteration 1F: 3 clusters Score -119570.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -119958.367188 Penalty: 3396.083740
	Iteration 2F: 3 clusters Score -119958.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -120424.562500 Penalty: 3396.083740
	Iteration 3F: 3 clusters Score -120424.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -120991.609375 Penalty: 3396.083740
	Iteration 4F: 3 clusters Score -120991.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -121300.453125 Penalty: 3396.083740
	Iteration 5F: 3 clusters Score -121300.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -121418.835938 Penalty: 3396.083740
	Iteration 6Q: 3 clusters Score -121418.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -121457.750000 Penalty: 3396.083740
	Iteration 7Q: 3 clusters Score -121457.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -121479.703125 Penalty: 3396.083740
	Iteration 8Q: 3 clusters Score -121479.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -121505.203125 Penalty: 3396.083740
	Iteration 9Q: 3 clusters Score -121505.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121518.648438 Penalty: 3396.083740
	Iteration 10Q: 3 clusters Score -121518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121523.531250 Penalty: 3396.083740
	Iteration 11Q: 3 clusters Score -121523.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121523.531250 Penalty: 3396.083740
	Iteration 12F: 3 clusters Score -121523.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 42627 members 
Mstep: Class 3 contains 433 members 
Mstep: Class 4 contains 44515 members 
Mstep: Class 5 contains 42008 members 
Mstep: Class 6 contains 31938 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43127 members 
Mstep: Class 9 contains 42962 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45335 members 
Mstep: Class 12 contains 47279 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23063 members 
Mstep: Class 15 contains 698 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32593 members 
Mstep: Class 18 contains 46811 members 
Mstep: Class 19 contains 38698 members 
Mstep: Class 20 contains 508 members 
Mstep: Class 21 contains 46412 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43252 members 
Mstep: Class 24 contains 41697 members 
Mstep: Class 25 contains 40679 members 
Entering Unmasked Estep 
Score: -126940064.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126941200.000000 to -126940064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (44515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Entering Unmasked Estep 
Score: -8141150.000000 Penalty: 2654.488281
	Iteration 0F: 2 clusters Score -8141150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -8111701.000000 Penalty: 5308.976562
	Iteration 0F: 3 clusters Score -8111701 nChanged 20374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -8123073.000000 Penalty: 5308.976562
	Iteration 1F: 3 clusters Score -8123073 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -8124000.000000 Penalty: 5308.976562
	Iteration 2Q: 3 clusters Score -8124000 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -8125362.000000 Penalty: 5308.976562
	Iteration 3F: 3 clusters Score -8125362 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -8127164.500000 Penalty: 5308.976562
	Iteration 4F: 3 clusters Score -8127164 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -8129519.000000 Penalty: 5308.976562
	Iteration 5F: 3 clusters Score -8129519 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -8132435.000000 Penalty: 5308.976562
	Iteration 6F: 3 clusters Score -8132435 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -8135224.500000 Penalty: 5308.976562
	Iteration 7F: 3 clusters Score -8135224 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -8136729.000000 Penalty: 5308.976562
	Iteration 8Q: 3 clusters Score -8136729 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -8137533.500000 Penalty: 5308.976562
	Iteration 9Q: 3 clusters Score -8137534 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -8137992.000000 Penalty: 5308.976562
	Iteration 10Q: 3 clusters Score -8137992 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -8138290.000000 Penalty: 5308.976562
	Iteration 11Q: 3 clusters Score -8138290 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -8138520.000000 Penalty: 5308.976562
	Iteration 12Q: 3 clusters Score -8138520 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -8138744.000000 Penalty: 5308.976562
	Iteration 13Q: 3 clusters Score -8138744 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -8138910.000000 Penalty: 5308.976562
	Iteration 14Q: 3 clusters Score -8138910 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -8139015.500000 Penalty: 5308.976562
	Iteration 15Q: 3 clusters Score -8139016 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -8139099.000000 Penalty: 5308.976562
	Iteration 16Q: 3 clusters Score -8139099 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -8139189.500000 Penalty: 5308.976562
	Iteration 17Q: 3 clusters Score -8139190 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -8139261.500000 Penalty: 5308.976562
	Iteration 18Q: 3 clusters Score -8139262 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -8139315.000000 Penalty: 5308.976562
	Iteration 19Q: 3 clusters Score -8139315 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -8139388.500000 Penalty: 5308.976562
	Iteration 20F: 3 clusters Score -8139388 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -8139469.000000 Penalty: 5308.976562
	Iteration 21Q: 3 clusters Score -8139469 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -8139535.000000 Penalty: 5308.976562
	Iteration 22Q: 3 clusters Score -8139535 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -8139610.500000 Penalty: 5308.976562
	Iteration 23Q: 3 clusters Score -8139610 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -8139624.500000 Penalty: 5308.976562
	Iteration 24Q: 3 clusters Score -8139624 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -8139660.000000 Penalty: 5308.976562
	Iteration 25Q: 3 clusters Score -8139660 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -8139711.500000 Penalty: 5308.976562
	Iteration 26Q: 3 clusters Score -8139712 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -8139740.500000 Penalty: 5308.976562
	Iteration 27Q: 3 clusters Score -8139740 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -8139773.500000 Penalty: 5308.976562
	Iteration 28Q: 3 clusters Score -8139774 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -8139786.500000 Penalty: 5308.976562
	Iteration 29Q: 3 clusters Score -8139786 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -8139801.500000 Penalty: 5308.976562
	Iteration 30Q: 3 clusters Score -8139802 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -8139821.000000 Penalty: 5308.976562
	Iteration 31Q: 3 clusters Score -8139821 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -8139831.000000 Penalty: 5308.976562
	Iteration 32Q: 3 clusters Score -8139831 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -8139850.000000 Penalty: 5308.976562
	Iteration 33Q: 3 clusters Score -8139850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -8139854.500000 Penalty: 5308.976562
	Iteration 34Q: 3 clusters Score -8139854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -8139858.000000 Penalty: 5308.976562
	Iteration 35Q: 3 clusters Score -8139858 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -8139864.000000 Penalty: 5308.976562
	Iteration 36Q: 3 clusters Score -8139864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -8139869.000000 Penalty: 5308.976562
	Iteration 37Q: 3 clusters Score -8139869 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -8139885.500000 Penalty: 5308.976562
	Iteration 38Q: 3 clusters Score -8139886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -8139890.000000 Penalty: 5308.976562
	Iteration 39Q: 3 clusters Score -8139890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -8139885.500000 Penalty: 5308.976562
	Iteration 40F: 3 clusters Score -8139886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -8139898.000000 Penalty: 5308.976562
	Iteration 41Q: 3 clusters Score -8139898 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -8139891.500000 Penalty: 5308.976562
	Iteration 42Q: 3 clusters Score -8139892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -8139901.500000 Penalty: 5308.976562
	Iteration 43Q: 3 clusters Score -8139902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -8139910.500000 Penalty: 5308.976562
	Iteration 44Q: 3 clusters Score -8139910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -8139914.500000 Penalty: 5308.976562
	Iteration 45Q: 3 clusters Score -8139914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -8139921.500000 Penalty: 5308.976562
	Iteration 46Q: 3 clusters Score -8139922 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -8139929.000000 Penalty: 5308.976562
	Iteration 47Q: 3 clusters Score -8139929 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -8139929.500000 Penalty: 5308.976562
	Iteration 48Q: 3 clusters Score -8139930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -8139936.000000 Penalty: 5308.976562
	Iteration 49Q: 3 clusters Score -8139936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -8139935.000000 Penalty: 5308.976562
	Iteration 50Q: 3 clusters Score -8139935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -8139942.000000 Penalty: 5308.976562
	Iteration 51Q: 3 clusters Score -8139942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -8139952.000000 Penalty: 5308.976562
	Iteration 52Q: 3 clusters Score -8139952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -8139966.000000 Penalty: 5308.976562
	Iteration 53Q: 3 clusters Score -8139966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -8139960.000000 Penalty: 5308.976562
	Iteration 54Q: 3 clusters Score -8139960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -8139969.000000 Penalty: 5308.976562
	Iteration 55Q: 3 clusters Score -8139969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -8139962.000000 Penalty: 5308.976562
	Iteration 56Q: 3 clusters Score -8139962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -8139949.500000 Penalty: 5308.976562
	Iteration 57Q: 3 clusters Score -8139950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -8139952.000000 Penalty: 5308.976562
	Iteration 58Q: 3 clusters Score -8139952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -8139954.500000 Penalty: 5308.976562
	Iteration 59Q: 3 clusters Score -8139954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -8139966.000000 Penalty: 5308.976562
	Iteration 60F: 3 clusters Score -8139966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -8139966.000000 Penalty: 5308.976562
	Iteration 61Q: 3 clusters Score -8139966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -8139983.500000 Penalty: 5308.976562
	Iteration 62Q: 3 clusters Score -8139984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -8139985.000000 Penalty: 5308.976562
	Iteration 63Q: 3 clusters Score -8139985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -8139981.500000 Penalty: 5308.976562
	Iteration 64Q: 3 clusters Score -8139982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -8139986.000000 Penalty: 5308.976562
	Iteration 65Q: 3 clusters Score -8139986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -8139997.000000 Penalty: 5308.976562
	Iteration 66Q: 3 clusters Score -8139997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -8140003.500000 Penalty: 5308.976562
	Iteration 67Q: 3 clusters Score -8140004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -8139996.500000 Penalty: 5308.976562
	Iteration 68Q: 3 clusters Score -8139996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -8140007.500000 Penalty: 5308.976562
	Iteration 69Q: 3 clusters Score -8140008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -8139999.000000 Penalty: 5308.976562
	Iteration 70Q: 3 clusters Score -8139999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -8139999.500000 Penalty: 5308.976562
	Iteration 71Q: 3 clusters Score -8140000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -8140001.500000 Penalty: 5308.976562
	Iteration 72Q: 3 clusters Score -8140002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -8139999.000000 Penalty: 5308.976562
	Iteration 73Q: 3 clusters Score -8139999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -8140011.500000 Penalty: 5308.976562
	Iteration 74Q: 3 clusters Score -8140012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -8140008.000000 Penalty: 5308.976562
	Iteration 75Q: 3 clusters Score -8140008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -8140008.000000 Penalty: 5308.976562
	Iteration 76Q: 3 clusters Score -8140008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -8140013.500000 Penalty: 5308.976562
	Iteration 77Q: 3 clusters Score -8140014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -8140028.500000 Penalty: 5308.976562
	Iteration 78Q: 3 clusters Score -8140028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -8140021.000000 Penalty: 5308.976562
	Iteration 79Q: 3 clusters Score -8140021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -8140015.000000 Penalty: 5308.976562
	Iteration 80F: 3 clusters Score -8140015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -8140018.000000 Penalty: 5308.976562
	Iteration 81Q: 3 clusters Score -8140018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -8140021.000000 Penalty: 5308.976562
	Iteration 82Q: 3 clusters Score -8140021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -8140025.000000 Penalty: 5308.976562
	Iteration 83Q: 3 clusters Score -8140025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -8140027.000000 Penalty: 5308.976562
	Iteration 84Q: 3 clusters Score -8140027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -8140022.500000 Penalty: 5308.976562
	Iteration 85Q: 3 clusters Score -8140022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -8140017.500000 Penalty: 5308.976562
	Iteration 86Q: 3 clusters Score -8140018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -8140035.500000 Penalty: 5308.976562
	Iteration 87Q: 3 clusters Score -8140036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -8140034.000000 Penalty: 5308.976562
	Iteration 88Q: 3 clusters Score -8140034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -8140012.500000 Penalty: 5308.976562
	Iteration 89Q: 3 clusters Score -8140012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -8140019.500000 Penalty: 5308.976562
	Iteration 90Q: 3 clusters Score -8140020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -8140019.000000 Penalty: 5308.976562
	Iteration 91Q: 3 clusters Score -8140019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8140018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -8140018.000000 Penalty: 5308.976562
	Iteration 93Q: 3 clusters Score -8140018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -8140029.000000 Penalty: 5308.976562
	Iteration 94Q: 3 clusters Score -8140029 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -8140024.000000 Penalty: 5308.976562
	Iteration 95Q: 3 clusters Score -8140024 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -8140026.500000 Penalty: 5308.976562
	Iteration 96Q: 3 clusters Score -8140026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -8140022.500000 Penalty: 5308.976562
	Iteration 97Q: 3 clusters Score -8140022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8140018 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8140020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -8140013.000000 Penalty: 5308.976562
	Iteration 100F: 3 clusters Score -8140013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -8140009.500000 Penalty: 5308.976562
	Iteration 101Q: 3 clusters Score -8140010 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -8140018.500000 Penalty: 5308.976562
	Iteration 102Q: 3 clusters Score -8140018 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -8140013.000000 Penalty: 5308.976562
	Iteration 103Q: 3 clusters Score -8140013 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -8140007.500000 Penalty: 5308.976562
	Iteration 104Q: 3 clusters Score -8140008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8140010 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8140012 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8140019 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -8140025.000000 Penalty: 5308.976562
	Iteration 108Q: 3 clusters Score -8140025 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -8140014.000000 Penalty: 5308.976562
	Iteration 109Q: 3 clusters Score -8140014 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8140014 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -8140009.500000 Penalty: 5308.976562
	Iteration 111Q: 3 clusters Score -8140010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -8140027.000000 Penalty: 5308.976562
	Iteration 112Q: 3 clusters Score -8140027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -8140026.500000 Penalty: 5308.976562
	Iteration 113Q: 3 clusters Score -8140026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -8140027.500000 Penalty: 5308.976562
	Iteration 114Q: 3 clusters Score -8140028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -8140025.500000 Penalty: 5308.976562
	Iteration 115Q: 3 clusters Score -8140026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -8140026.500000 Penalty: 5308.976562
	Iteration 116Q: 3 clusters Score -8140026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -8140032.000000 Penalty: 5308.976562
	Iteration 117Q: 3 clusters Score -8140032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -8140040.500000 Penalty: 5308.976562
	Iteration 118Q: 3 clusters Score -8140040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -8140042.000000 Penalty: 5308.976562
	Iteration 119Q: 3 clusters Score -8140042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -8140038.500000 Penalty: 5308.976562
	Iteration 120F: 3 clusters Score -8140038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -8140038.500000 Penalty: 5308.976562
	Iteration 121Q: 3 clusters Score -8140038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -8140042.000000 Penalty: 5308.976562
	Iteration 122Q: 3 clusters Score -8140042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -8140042.000000 Penalty: 5308.976562
	Iteration 123Q: 3 clusters Score -8140042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -8140035.500000 Penalty: 5308.976562
	Iteration 124Q: 3 clusters Score -8140036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -8140036.000000 Penalty: 5308.976562
	Iteration 125Q: 3 clusters Score -8140036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -8140040.500000 Penalty: 5308.976562
	Iteration 126Q: 3 clusters Score -8140040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -8140052.500000 Penalty: 5308.976562
	Iteration 127Q: 3 clusters Score -8140052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -8140044.000000 Penalty: 5308.976562
	Iteration 128Q: 3 clusters Score -8140044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -8140036.000000 Penalty: 5308.976562
	Iteration 129Q: 3 clusters Score -8140036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -8140040.000000 Penalty: 5308.976562
	Iteration 130Q: 3 clusters Score -8140040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -8140041.500000 Penalty: 5308.976562
	Iteration 131Q: 3 clusters Score -8140042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -8140043.500000 Penalty: 5308.976562
	Iteration 132Q: 3 clusters Score -8140044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -8140044.000000 Penalty: 5308.976562
	Iteration 133Q: 3 clusters Score -8140044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -8140046.000000 Penalty: 5308.976562
	Iteration 134Q: 3 clusters Score -8140046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -8140045.000000 Penalty: 5308.976562
	Iteration 135Q: 3 clusters Score -8140045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -8140047.500000 Penalty: 5308.976562
	Iteration 136Q: 3 clusters Score -8140048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -8140047.500000 Penalty: 5308.976562
	Iteration 137Q: 3 clusters Score -8140048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -8140049.000000 Penalty: 5308.976562
	Iteration 138Q: 3 clusters Score -8140049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -8140049.000000 Penalty: 5308.976562
	Iteration 139Q: 3 clusters Score -8140049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -8140046.000000 Penalty: 5308.976562
	Iteration 140F: 3 clusters Score -8140046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -8140045.500000 Penalty: 5308.976562
	Iteration 141Q: 3 clusters Score -8140046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -8140044.500000 Penalty: 5308.976562
	Iteration 142Q: 3 clusters Score -8140044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -8140053.500000 Penalty: 5308.976562
	Iteration 143Q: 3 clusters Score -8140054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -8140046.000000 Penalty: 5308.976562
	Iteration 144Q: 3 clusters Score -8140046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -8140045.000000 Penalty: 5308.976562
	Iteration 145Q: 3 clusters Score -8140045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -8140047.000000 Penalty: 5308.976562
	Iteration 146Q: 3 clusters Score -8140047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -8140050.000000 Penalty: 5308.976562
	Iteration 147Q: 3 clusters Score -8140050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -8140046.500000 Penalty: 5308.976562
	Iteration 148Q: 3 clusters Score -8140046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -8140052.000000 Penalty: 5308.976562
	Iteration 149Q: 3 clusters Score -8140052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -8140049.500000 Penalty: 5308.976562
	Iteration 150Q: 3 clusters Score -8140050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -8140049.500000 Penalty: 5308.976562
	Iteration 151F: 3 clusters Score -8140050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Entering Unmasked Estep 
Score: -7744996.000000 Penalty: 2640.112549
	Iteration 0F: 2 clusters Score -7744996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -7716797.000000 Penalty: 5280.225098
	Iteration 0F: 3 clusters Score -7716797 nChanged 19372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -7727416.500000 Penalty: 5280.225098
	Iteration 1F: 3 clusters Score -7727416 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -7728420.000000 Penalty: 5280.225098
	Iteration 2Q: 3 clusters Score -7728420 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -7729829.500000 Penalty: 5280.225098
	Iteration 3F: 3 clusters Score -7729830 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -7731617.500000 Penalty: 5280.225098
	Iteration 4F: 3 clusters Score -7731618 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -7733824.500000 Penalty: 5280.225098
	Iteration 5F: 3 clusters Score -7733824 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -7736589.000000 Penalty: 5280.225098
	Iteration 6F: 3 clusters Score -7736589 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -7739385.000000 Penalty: 5280.225098
	Iteration 7F: 3 clusters Score -7739385 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -7741379.000000 Penalty: 5280.225098
	Iteration 8F: 3 clusters Score -7741379 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -7742341.500000 Penalty: 5280.225098
	Iteration 9Q: 3 clusters Score -7742342 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -7742835.500000 Penalty: 5280.225098
	Iteration 10Q: 3 clusters Score -7742836 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -7743066.000000 Penalty: 5280.225098
	Iteration 11Q: 3 clusters Score -7743066 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -7743250.000000 Penalty: 5280.225098
	Iteration 12Q: 3 clusters Score -7743250 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -7743378.000000 Penalty: 5280.225098
	Iteration 13Q: 3 clusters Score -7743378 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -7743545.500000 Penalty: 5280.225098
	Iteration 14Q: 3 clusters Score -7743546 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -7743635.000000 Penalty: 5280.225098
	Iteration 15Q: 3 clusters Score -7743635 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -7743727.000000 Penalty: 5280.225098
	Iteration 16Q: 3 clusters Score -7743727 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -7743808.000000 Penalty: 5280.225098
	Iteration 17Q: 3 clusters Score -7743808 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -7743883.000000 Penalty: 5280.225098
	Iteration 18Q: 3 clusters Score -7743883 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -7743947.500000 Penalty: 5280.225098
	Iteration 19Q: 3 clusters Score -7743948 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -7744021.000000 Penalty: 5280.225098
	Iteration 20F: 3 clusters Score -7744021 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -7744033.000000 Penalty: 5280.225098
	Iteration 21Q: 3 clusters Score -7744033 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -7744074.000000 Penalty: 5280.225098
	Iteration 22Q: 3 clusters Score -7744074 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -7744092.000000 Penalty: 5280.225098
	Iteration 23Q: 3 clusters Score -7744092 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -7744145.500000 Penalty: 5280.225098
	Iteration 24Q: 3 clusters Score -7744146 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -7744139.000000 Penalty: 5280.225098
	Iteration 25Q: 3 clusters Score -7744139 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -7744118.500000 Penalty: 5280.225098
	Iteration 26Q: 3 clusters Score -7744118 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -7744127.500000 Penalty: 5280.225098
	Iteration 27Q: 3 clusters Score -7744128 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -7744136.000000 Penalty: 5280.225098
	Iteration 28Q: 3 clusters Score -7744136 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -7744126.000000 Penalty: 5280.225098
	Iteration 29Q: 3 clusters Score -7744126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -7744142.500000 Penalty: 5280.225098
	Iteration 30Q: 3 clusters Score -7744142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -7744159.000000 Penalty: 5280.225098
	Iteration 31Q: 3 clusters Score -7744159 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -7744178.000000 Penalty: 5280.225098
	Iteration 32Q: 3 clusters Score -7744178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -7744182.000000 Penalty: 5280.225098
	Iteration 33Q: 3 clusters Score -7744182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -7744201.000000 Penalty: 5280.225098
	Iteration 34Q: 3 clusters Score -7744201 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -7744206.500000 Penalty: 5280.225098
	Iteration 35Q: 3 clusters Score -7744206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -7744198.000000 Penalty: 5280.225098
	Iteration 36Q: 3 clusters Score -7744198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -7744225.500000 Penalty: 5280.225098
	Iteration 37Q: 3 clusters Score -7744226 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -7744240.500000 Penalty: 5280.225098
	Iteration 38Q: 3 clusters Score -7744240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -7744242.000000 Penalty: 5280.225098
	Iteration 39Q: 3 clusters Score -7744242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -7744237.000000 Penalty: 5280.225098
	Iteration 40F: 3 clusters Score -7744237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -7744242.500000 Penalty: 5280.225098
	Iteration 41Q: 3 clusters Score -7744242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -7744247.000000 Penalty: 5280.225098
	Iteration 42Q: 3 clusters Score -7744247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -7744270.000000 Penalty: 5280.225098
	Iteration 43Q: 3 clusters Score -7744270 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -7744271.000000 Penalty: 5280.225098
	Iteration 44Q: 3 clusters Score -7744271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -7744268.500000 Penalty: 5280.225098
	Iteration 45Q: 3 clusters Score -7744268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -7744266.500000 Penalty: 5280.225098
	Iteration 46Q: 3 clusters Score -7744266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -7744259.000000 Penalty: 5280.225098
	Iteration 47Q: 3 clusters Score -7744259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -7744285.000000 Penalty: 5280.225098
	Iteration 48Q: 3 clusters Score -7744285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -7744278.000000 Penalty: 5280.225098
	Iteration 49Q: 3 clusters Score -7744278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -7744281.500000 Penalty: 5280.225098
	Iteration 50Q: 3 clusters Score -7744282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -7744273.000000 Penalty: 5280.225098
	Iteration 51Q: 3 clusters Score -7744273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -7744278.500000 Penalty: 5280.225098
	Iteration 52Q: 3 clusters Score -7744278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -7744276.500000 Penalty: 5280.225098
	Iteration 53Q: 3 clusters Score -7744276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -7744256.500000 Penalty: 5280.225098
	Iteration 54Q: 3 clusters Score -7744256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -7744257.500000 Penalty: 5280.225098
	Iteration 55Q: 3 clusters Score -7744258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -7744267.500000 Penalty: 5280.225098
	Iteration 56Q: 3 clusters Score -7744268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -7744273.000000 Penalty: 5280.225098
	Iteration 57Q: 3 clusters Score -7744273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -7744274.000000 Penalty: 5280.225098
	Iteration 58Q: 3 clusters Score -7744274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -7744280.500000 Penalty: 5280.225098
	Iteration 59Q: 3 clusters Score -7744280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -7744277.500000 Penalty: 5280.225098
	Iteration 60F: 3 clusters Score -7744278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -7744281.000000 Penalty: 5280.225098
	Iteration 61Q: 3 clusters Score -7744281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -7744275.000000 Penalty: 5280.225098
	Iteration 62Q: 3 clusters Score -7744275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -7744282.500000 Penalty: 5280.225098
	Iteration 63Q: 3 clusters Score -7744282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -7744277.500000 Penalty: 5280.225098
	Iteration 64Q: 3 clusters Score -7744278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -7744279.500000 Penalty: 5280.225098
	Iteration 65Q: 3 clusters Score -7744280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -7744279.500000 Penalty: 5280.225098
	Iteration 66Q: 3 clusters Score -7744280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -7744280.500000 Penalty: 5280.225098
	Iteration 67Q: 3 clusters Score -7744280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -7744286.000000 Penalty: 5280.225098
	Iteration 68Q: 3 clusters Score -7744286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -7744287.500000 Penalty: 5280.225098
	Iteration 69Q: 3 clusters Score -7744288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -7744287.000000 Penalty: 5280.225098
	Iteration 70Q: 3 clusters Score -7744287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -7744292.500000 Penalty: 5280.225098
	Iteration 71Q: 3 clusters Score -7744292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -7744286.000000 Penalty: 5280.225098
	Iteration 72Q: 3 clusters Score -7744286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -7744282.500000 Penalty: 5280.225098
	Iteration 73Q: 3 clusters Score -7744282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -7744277.500000 Penalty: 5280.225098
	Iteration 74Q: 3 clusters Score -7744278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -7744287.500000 Penalty: 5280.225098
	Iteration 75Q: 3 clusters Score -7744288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -7744276.000000 Penalty: 5280.225098
	Iteration 76Q: 3 clusters Score -7744276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -7744275.000000 Penalty: 5280.225098
	Iteration 77Q: 3 clusters Score -7744275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -7744271.500000 Penalty: 5280.225098
	Iteration 78Q: 3 clusters Score -7744272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -7744268.000000 Penalty: 5280.225098
	Iteration 79Q: 3 clusters Score -7744268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -7744270.000000 Penalty: 5280.225098
	Iteration 80F: 3 clusters Score -7744270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -7744271.500000 Penalty: 5280.225098
	Iteration 81Q: 3 clusters Score -7744272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -7744270.000000 Penalty: 5280.225098
	Iteration 82Q: 3 clusters Score -7744270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -7744269.500000 Penalty: 5280.225098
	Iteration 83Q: 3 clusters Score -7744270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -7744268.000000 Penalty: 5280.225098
	Iteration 84Q: 3 clusters Score -7744268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -7744271.000000 Penalty: 5280.225098
	Iteration 85Q: 3 clusters Score -7744271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -7744271.000000 Penalty: 5280.225098
	Iteration 86Q: 3 clusters Score -7744271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -7744274.000000 Penalty: 5280.225098
	Iteration 87Q: 3 clusters Score -7744274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -7744276.000000 Penalty: 5280.225098
	Iteration 88Q: 3 clusters Score -7744276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -7744273.000000 Penalty: 5280.225098
	Iteration 89Q: 3 clusters Score -7744273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -7744273.000000 Penalty: 5280.225098
	Iteration 90F: 3 clusters Score -7744273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (31938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Entering Unmasked Estep 
Score: -5878802.500000 Penalty: 2572.144775
	Iteration 0F: 2 clusters Score -5878802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -5857075.500000 Penalty: 5144.289551
	Iteration 0F: 3 clusters Score -5857076 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -5864917.500000 Penalty: 5144.289551
	Iteration 1F: 3 clusters Score -5864918 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -5865498.500000 Penalty: 5144.289551
	Iteration 2Q: 3 clusters Score -5865498 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -5866232.000000 Penalty: 5144.289551
	Iteration 3F: 3 clusters Score -5866232 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -5867222.000000 Penalty: 5144.289551
	Iteration 4F: 3 clusters Score -5867222 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -5868635.500000 Penalty: 5144.289551
	Iteration 5F: 3 clusters Score -5868636 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5870400.500000 Penalty: 5144.289551
	Iteration 6F: 3 clusters Score -5870400 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -5872423.000000 Penalty: 5144.289551
	Iteration 7F: 3 clusters Score -5872423 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -5874225.500000 Penalty: 5144.289551
	Iteration 8F: 3 clusters Score -5874226 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -5875644.000000 Penalty: 5144.289551
	Iteration 9Q: 3 clusters Score -5875644 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -5876339.500000 Penalty: 5144.289551
	Iteration 10Q: 3 clusters Score -5876340 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -5876630.000000 Penalty: 5144.289551
	Iteration 11Q: 3 clusters Score -5876630 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -5876755.000000 Penalty: 5144.289551
	Iteration 12Q: 3 clusters Score -5876755 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -5876817.500000 Penalty: 5144.289551
	Iteration 13Q: 3 clusters Score -5876818 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -5876859.500000 Penalty: 5144.289551
	Iteration 14Q: 3 clusters Score -5876860 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -5876894.500000 Penalty: 5144.289551
	Iteration 15Q: 3 clusters Score -5876894 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -5876910.000000 Penalty: 5144.289551
	Iteration 16Q: 3 clusters Score -5876910 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -5876923.000000 Penalty: 5144.289551
	Iteration 17Q: 3 clusters Score -5876923 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -5876936.500000 Penalty: 5144.289551
	Iteration 18Q: 3 clusters Score -5876936 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -5876957.000000 Penalty: 5144.289551
	Iteration 19Q: 3 clusters Score -5876957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -5876960.500000 Penalty: 5144.289551
	Iteration 20F: 3 clusters Score -5876960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -5876962.000000 Penalty: 5144.289551
	Iteration 21Q: 3 clusters Score -5876962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -5876965.500000 Penalty: 5144.289551
	Iteration 22Q: 3 clusters Score -5876966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -5876981.000000 Penalty: 5144.289551
	Iteration 23Q: 3 clusters Score -5876981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -5876988.500000 Penalty: 5144.289551
	Iteration 24Q: 3 clusters Score -5876988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -5876990.000000 Penalty: 5144.289551
	Iteration 25Q: 3 clusters Score -5876990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -5877003.000000 Penalty: 5144.289551
	Iteration 26Q: 3 clusters Score -5877003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -5877002.000000 Penalty: 5144.289551
	Iteration 27Q: 3 clusters Score -5877002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -5877003.000000 Penalty: 5144.289551
	Iteration 28Q: 3 clusters Score -5877003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -5877005.000000 Penalty: 5144.289551
	Iteration 29Q: 3 clusters Score -5877005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -5877013.000000 Penalty: 5144.289551
	Iteration 30Q: 3 clusters Score -5877013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -5877015.000000 Penalty: 5144.289551
	Iteration 31Q: 3 clusters Score -5877015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -5877013.500000 Penalty: 5144.289551
	Iteration 32Q: 3 clusters Score -5877014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -5877019.500000 Penalty: 5144.289551
	Iteration 33Q: 3 clusters Score -5877020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -5877014.500000 Penalty: 5144.289551
	Iteration 34Q: 3 clusters Score -5877014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -5877017.000000 Penalty: 5144.289551
	Iteration 35Q: 3 clusters Score -5877017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -5877023.500000 Penalty: 5144.289551
	Iteration 36Q: 3 clusters Score -5877024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -5877021.000000 Penalty: 5144.289551
	Iteration 37Q: 3 clusters Score -5877021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -5877019.000000 Penalty: 5144.289551
	Iteration 38Q: 3 clusters Score -5877019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -5877021.500000 Penalty: 5144.289551
	Iteration 39Q: 3 clusters Score -5877022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -5877025.000000 Penalty: 5144.289551
	Iteration 40F: 3 clusters Score -5877025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -5877023.000000 Penalty: 5144.289551
	Iteration 41Q: 3 clusters Score -5877023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -5877025.500000 Penalty: 5144.289551
	Iteration 42Q: 3 clusters Score -5877026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -5877014.000000 Penalty: 5144.289551
	Iteration 43Q: 3 clusters Score -5877014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -5877014.500000 Penalty: 5144.289551
	Iteration 44Q: 3 clusters Score -5877014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -5877014.500000 Penalty: 5144.289551
	Iteration 45F: 3 clusters Score -5877014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -50569.699219 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -50569.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49366.062500 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -49366.06 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49918.523438 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -49918.52 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50287.519531 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -50287.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50561.867188 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -50561.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50812.593750 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -50812.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50922.726562 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -50922.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50965.023438 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -50965.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -50988.398438 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -50988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -51002.859375 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -51002.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51014.074219 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -51014.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51015.808594 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -51015.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -51029.093750 Penalty: 3118.777832
	Iteration 11F: 3 clusters Score -51029.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -51094.023438 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -51094.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -51211.640625 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -51211.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51272.722656 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -51272.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51289.835938 Penalty: 3118.777832
	Iteration 15Q: 3 clusters Score -51289.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51297.835938 Penalty: 3118.777832
	Iteration 16Q: 3 clusters Score -51297.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51317.500000 Penalty: 3118.777832
	Iteration 17F: 3 clusters Score -51317.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51415.242188 Penalty: 3118.777832
	Iteration 18Q: 3 clusters Score -51415.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -51553.925781 Penalty: 3118.777832
	Iteration 19Q: 3 clusters Score -51553.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -51569.312500 Penalty: 3118.777832
	Iteration 20F: 3 clusters Score -51569.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51577.390625 Penalty: 3118.777832
	Iteration 21Q: 3 clusters Score -51577.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51580.800781 Penalty: 3118.777832
	Iteration 22Q: 3 clusters Score -51580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -51580.800781 Penalty: 3118.777832
	Iteration 23F: 3 clusters Score -51580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 42627 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44515 members 
Mstep: Class 5 contains 42008 members 
Mstep: Class 6 contains 31938 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 43127 members 
Mstep: Class 9 contains 42962 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45335 members 
Mstep: Class 12 contains 47279 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23063 members 
Mstep: Class 15 contains 698 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32593 members 
Mstep: Class 18 contains 46811 members 
Mstep: Class 19 contains 38698 members 
Mstep: Class 20 contains 170 members 
Mstep: Class 21 contains 46412 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43252 members 
Mstep: Class 24 contains 41697 members 
Mstep: Class 25 contains 40679 members 
Entering Unmasked Estep 
Score: -126940240.000000 Penalty: 83433.343750
Splitting cluster 7 changes total score from -126941200.000000 to -126940240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (43127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Entering Unmasked Estep 
Score: -7975494.500000 Penalty: 2646.632324
	Iteration 0F: 2 clusters Score -7975494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -7946929.500000 Penalty: 5293.264648
	Iteration 0F: 3 clusters Score -7946930 nChanged 19751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -7957655.500000 Penalty: 5293.264648
	Iteration 1F: 3 clusters Score -7957656 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -7958137.000000 Penalty: 5293.264648
	Iteration 2Q: 3 clusters Score -7958137 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -7958541.500000 Penalty: 5293.264648
	Iteration 3Q: 3 clusters Score -7958542 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -7958990.500000 Penalty: 5293.264648
	Iteration 4Q: 3 clusters Score -7958990 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -7959668.000000 Penalty: 5293.264648
	Iteration 5Q: 3 clusters Score -7959668 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -7960582.000000 Penalty: 5293.264648
	Iteration 6Q: 3 clusters Score -7960582 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -7962130.000000 Penalty: 5293.264648
	Iteration 7F: 3 clusters Score -7962130 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -7964575.500000 Penalty: 5293.264648
	Iteration 8F: 3 clusters Score -7964576 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -7967568.500000 Penalty: 5293.264648
	Iteration 9F: 3 clusters Score -7967568 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -7970360.500000 Penalty: 5293.264648
	Iteration 10F: 3 clusters Score -7970360 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -7971960.500000 Penalty: 5293.264648
	Iteration 11Q: 3 clusters Score -7971960 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -7972760.500000 Penalty: 5293.264648
	Iteration 12Q: 3 clusters Score -7972760 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -7972996.500000 Penalty: 5293.264648
	Iteration 13Q: 3 clusters Score -7972996 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -7973098.500000 Penalty: 5293.264648
	Iteration 14Q: 3 clusters Score -7973098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -7973136.500000 Penalty: 5293.264648
	Iteration 15Q: 3 clusters Score -7973136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -7973165.000000 Penalty: 5293.264648
	Iteration 16Q: 3 clusters Score -7973165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -7973178.500000 Penalty: 5293.264648
	Iteration 17Q: 3 clusters Score -7973178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -7973203.500000 Penalty: 5293.264648
	Iteration 18Q: 3 clusters Score -7973204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -7973204.000000 Penalty: 5293.264648
	Iteration 19Q: 3 clusters Score -7973204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -7973207.000000 Penalty: 5293.264648
	Iteration 20F: 3 clusters Score -7973207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -7973207.500000 Penalty: 5293.264648
	Iteration 21Q: 3 clusters Score -7973208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -7973206.500000 Penalty: 5293.264648
	Iteration 22Q: 3 clusters Score -7973206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -7973208.000000 Penalty: 5293.264648
	Iteration 23Q: 3 clusters Score -7973208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -7973211.000000 Penalty: 5293.264648
	Iteration 24Q: 3 clusters Score -7973211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -7973218.500000 Penalty: 5293.264648
	Iteration 25Q: 3 clusters Score -7973218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -7973219.000000 Penalty: 5293.264648
	Iteration 26Q: 3 clusters Score -7973219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -7973219.000000 Penalty: 5293.264648
	Iteration 27F: 3 clusters Score -7973219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Entering Unmasked Estep 
Score: -7939131.500000 Penalty: 2645.681885
	Iteration 0F: 2 clusters Score -7939132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -7910391.500000 Penalty: 5291.363770
	Iteration 0F: 3 clusters Score -7910392 nChanged 19750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -7921585.500000 Penalty: 5291.363770
	Iteration 1F: 3 clusters Score -7921586 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -7922316.000000 Penalty: 5291.363770
	Iteration 2Q: 3 clusters Score -7922316 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -7923405.000000 Penalty: 5291.363770
	Iteration 3F: 3 clusters Score -7923405 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -7925010.000000 Penalty: 5291.363770
	Iteration 4F: 3 clusters Score -7925010 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -7927262.000000 Penalty: 5291.363770
	Iteration 5F: 3 clusters Score -7927262 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -7929946.500000 Penalty: 5291.363770
	Iteration 6F: 3 clusters Score -7929946 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -7932577.500000 Penalty: 5291.363770
	Iteration 7F: 3 clusters Score -7932578 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -7934318.500000 Penalty: 5291.363770
	Iteration 8F: 3 clusters Score -7934318 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -7935100.500000 Penalty: 5291.363770
	Iteration 9Q: 3 clusters Score -7935100 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -7935514.000000 Penalty: 5291.363770
	Iteration 10Q: 3 clusters Score -7935514 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -7935777.000000 Penalty: 5291.363770
	Iteration 11Q: 3 clusters Score -7935777 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -7935974.500000 Penalty: 5291.363770
	Iteration 12Q: 3 clusters Score -7935974 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -7936113.500000 Penalty: 5291.363770
	Iteration 13Q: 3 clusters Score -7936114 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -7936233.500000 Penalty: 5291.363770
	Iteration 14Q: 3 clusters Score -7936234 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -7936375.500000 Penalty: 5291.363770
	Iteration 15Q: 3 clusters Score -7936376 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -7936474.000000 Penalty: 5291.363770
	Iteration 16Q: 3 clusters Score -7936474 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -7936588.000000 Penalty: 5291.363770
	Iteration 17Q: 3 clusters Score -7936588 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -7936658.000000 Penalty: 5291.363770
	Iteration 18Q: 3 clusters Score -7936658 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -7936758.000000 Penalty: 5291.363770
	Iteration 19Q: 3 clusters Score -7936758 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7936810.500000 Penalty: 5291.363770
	Iteration 20F: 3 clusters Score -7936810 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -7936864.000000 Penalty: 5291.363770
	Iteration 21Q: 3 clusters Score -7936864 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 37790 members 
Entering Unmasked Estep 
Score: -7936949.500000 Penalty: 5291.363770
	Iteration 22Q: 3 clusters Score -7936950 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -7937024.500000 Penalty: 5291.363770
	Iteration 23Q: 3 clusters Score -7937024 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -7937066.500000 Penalty: 5291.363770
	Iteration 24Q: 3 clusters Score -7937066 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -7937122.500000 Penalty: 5291.363770
	Iteration 25Q: 3 clusters Score -7937122 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -7937186.500000 Penalty: 5291.363770
	Iteration 26Q: 3 clusters Score -7937186 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -7937239.500000 Penalty: 5291.363770
	Iteration 27Q: 3 clusters Score -7937240 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -7937281.500000 Penalty: 5291.363770
	Iteration 28Q: 3 clusters Score -7937282 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -7937319.500000 Penalty: 5291.363770
	Iteration 29Q: 3 clusters Score -7937320 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -7937352.500000 Penalty: 5291.363770
	Iteration 30Q: 3 clusters Score -7937352 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -7937359.500000 Penalty: 5291.363770
	Iteration 31Q: 3 clusters Score -7937360 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -7937377.000000 Penalty: 5291.363770
	Iteration 32Q: 3 clusters Score -7937377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -7937400.000000 Penalty: 5291.363770
	Iteration 33Q: 3 clusters Score -7937400 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -7937408.500000 Penalty: 5291.363770
	Iteration 34Q: 3 clusters Score -7937408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7937421.500000 Penalty: 5291.363770
	Iteration 35Q: 3 clusters Score -7937422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -7937446.000000 Penalty: 5291.363770
	Iteration 36Q: 3 clusters Score -7937446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -7937453.500000 Penalty: 5291.363770
	Iteration 37Q: 3 clusters Score -7937454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -7937458.000000 Penalty: 5291.363770
	Iteration 38Q: 3 clusters Score -7937458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -7937459.000000 Penalty: 5291.363770
	Iteration 39Q: 3 clusters Score -7937459 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -7937464.000000 Penalty: 5291.363770
	Iteration 40F: 3 clusters Score -7937464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -7937478.000000 Penalty: 5291.363770
	Iteration 41Q: 3 clusters Score -7937478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -7937492.000000 Penalty: 5291.363770
	Iteration 42Q: 3 clusters Score -7937492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -7937495.000000 Penalty: 5291.363770
	Iteration 43Q: 3 clusters Score -7937495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -7937500.500000 Penalty: 5291.363770
	Iteration 44Q: 3 clusters Score -7937500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -7937501.000000 Penalty: 5291.363770
	Iteration 45Q: 3 clusters Score -7937501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -7937507.500000 Penalty: 5291.363770
	Iteration 46Q: 3 clusters Score -7937508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -7937518.000000 Penalty: 5291.363770
	Iteration 47Q: 3 clusters Score -7937518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -7937539.000000 Penalty: 5291.363770
	Iteration 48Q: 3 clusters Score -7937539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -7937539.000000 Penalty: 5291.363770
	Iteration 49Q: 3 clusters Score -7937539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -7937542.000000 Penalty: 5291.363770
	Iteration 50Q: 3 clusters Score -7937542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -7937533.500000 Penalty: 5291.363770
	Iteration 51Q: 3 clusters Score -7937534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -7937545.500000 Penalty: 5291.363770
	Iteration 52Q: 3 clusters Score -7937546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -7937532.000000 Penalty: 5291.363770
	Iteration 53Q: 3 clusters Score -7937532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -7937538.000000 Penalty: 5291.363770
	Iteration 54Q: 3 clusters Score -7937538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -7937540.500000 Penalty: 5291.363770
	Iteration 55Q: 3 clusters Score -7937540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -7937546.500000 Penalty: 5291.363770
	Iteration 56Q: 3 clusters Score -7937546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -7937555.500000 Penalty: 5291.363770
	Iteration 57Q: 3 clusters Score -7937556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -7937552.500000 Penalty: 5291.363770
	Iteration 58Q: 3 clusters Score -7937552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -7937554.000000 Penalty: 5291.363770
	Iteration 59Q: 3 clusters Score -7937554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -7937554.000000 Penalty: 5291.363770
	Iteration 60F: 3 clusters Score -7937554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -7937553.500000 Penalty: 5291.363770
	Iteration 61Q: 3 clusters Score -7937554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -7937564.500000 Penalty: 5291.363770
	Iteration 62Q: 3 clusters Score -7937564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -7937563.000000 Penalty: 5291.363770
	Iteration 63Q: 3 clusters Score -7937563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -7937560.500000 Penalty: 5291.363770
	Iteration 64Q: 3 clusters Score -7937560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -7937551.500000 Penalty: 5291.363770
	Iteration 65Q: 3 clusters Score -7937552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -7937547.000000 Penalty: 5291.363770
	Iteration 66Q: 3 clusters Score -7937547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -7937548.500000 Penalty: 5291.363770
	Iteration 67Q: 3 clusters Score -7937548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -7937556.500000 Penalty: 5291.363770
	Iteration 68Q: 3 clusters Score -7937556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -7937571.500000 Penalty: 5291.363770
	Iteration 69Q: 3 clusters Score -7937572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -7937573.000000 Penalty: 5291.363770
	Iteration 70Q: 3 clusters Score -7937573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -7937584.000000 Penalty: 5291.363770
	Iteration 71Q: 3 clusters Score -7937584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -7937582.000000 Penalty: 5291.363770
	Iteration 72Q: 3 clusters Score -7937582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -7937585.000000 Penalty: 5291.363770
	Iteration 73Q: 3 clusters Score -7937585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -7937585.500000 Penalty: 5291.363770
	Iteration 74Q: 3 clusters Score -7937586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -7937595.000000 Penalty: 5291.363770
	Iteration 75Q: 3 clusters Score -7937595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -7937591.000000 Penalty: 5291.363770
	Iteration 76Q: 3 clusters Score -7937591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -7937596.000000 Penalty: 5291.363770
	Iteration 77Q: 3 clusters Score -7937596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -7937593.500000 Penalty: 5291.363770
	Iteration 78Q: 3 clusters Score -7937594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -7937594.000000 Penalty: 5291.363770
	Iteration 79Q: 3 clusters Score -7937594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -7937586.000000 Penalty: 5291.363770
	Iteration 80F: 3 clusters Score -7937586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -7937575.000000 Penalty: 5291.363770
	Iteration 81Q: 3 clusters Score -7937575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -7937588.500000 Penalty: 5291.363770
	Iteration 82Q: 3 clusters Score -7937588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -7937580.000000 Penalty: 5291.363770
	Iteration 83Q: 3 clusters Score -7937580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -7937572.000000 Penalty: 5291.363770
	Iteration 84Q: 3 clusters Score -7937572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -7937579.000000 Penalty: 5291.363770
	Iteration 85Q: 3 clusters Score -7937579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -7937599.000000 Penalty: 5291.363770
	Iteration 86Q: 3 clusters Score -7937599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -7937595.000000 Penalty: 5291.363770
	Iteration 87Q: 3 clusters Score -7937595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -7937603.000000 Penalty: 5291.363770
	Iteration 88Q: 3 clusters Score -7937603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -7937601.500000 Penalty: 5291.363770
	Iteration 89Q: 3 clusters Score -7937602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -7937601.500000 Penalty: 5291.363770
	Iteration 90Q: 3 clusters Score -7937602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -7937611.500000 Penalty: 5291.363770
	Iteration 91Q: 3 clusters Score -7937612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -7937607.000000 Penalty: 5291.363770
	Iteration 92Q: 3 clusters Score -7937607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -7937605.500000 Penalty: 5291.363770
	Iteration 93Q: 3 clusters Score -7937606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -7937611.000000 Penalty: 5291.363770
	Iteration 94Q: 3 clusters Score -7937611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -7937622.000000 Penalty: 5291.363770
	Iteration 95Q: 3 clusters Score -7937622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -7937624.500000 Penalty: 5291.363770
	Iteration 96Q: 3 clusters Score -7937624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -7937626.000000 Penalty: 5291.363770
	Iteration 97Q: 3 clusters Score -7937626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -7937633.500000 Penalty: 5291.363770
	Iteration 98Q: 3 clusters Score -7937634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -7937637.000000 Penalty: 5291.363770
	Iteration 99Q: 3 clusters Score -7937637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -7937633.000000 Penalty: 5291.363770
	Iteration 100F: 3 clusters Score -7937633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -7937638.500000 Penalty: 5291.363770
	Iteration 101Q: 3 clusters Score -7937638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -7937641.500000 Penalty: 5291.363770
	Iteration 102Q: 3 clusters Score -7937642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -7937643.500000 Penalty: 5291.363770
	Iteration 103Q: 3 clusters Score -7937644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -7937642.000000 Penalty: 5291.363770
	Iteration 104Q: 3 clusters Score -7937642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -7937631.000000 Penalty: 5291.363770
	Iteration 105Q: 3 clusters Score -7937631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -7937625.000000 Penalty: 5291.363770
	Iteration 106Q: 3 clusters Score -7937625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -7937621.000000 Penalty: 5291.363770
	Iteration 107Q: 3 clusters Score -7937621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -7937636.500000 Penalty: 5291.363770
	Iteration 108Q: 3 clusters Score -7937636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -7937634.000000 Penalty: 5291.363770
	Iteration 109Q: 3 clusters Score -7937634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -7937636.000000 Penalty: 5291.363770
	Iteration 110Q: 3 clusters Score -7937636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -7937628.500000 Penalty: 5291.363770
	Iteration 111Q: 3 clusters Score -7937628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -7937637.000000 Penalty: 5291.363770
	Iteration 112Q: 3 clusters Score -7937637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -7937638.500000 Penalty: 5291.363770
	Iteration 113Q: 3 clusters Score -7937638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -7937639.500000 Penalty: 5291.363770
	Iteration 114Q: 3 clusters Score -7937640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -7937639.500000 Penalty: 5291.363770
	Iteration 115F: 3 clusters Score -7937640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -82652.289062 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -82652.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -81190.476562 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -81190.48 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -81481.117188 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -81481.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81631.093750 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -81631.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81812.734375 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -81812.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81877.125000 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -81877.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -81926.664062 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -81926.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -81980.695312 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -81980.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82057.000000 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -82057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -82117.507812 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -82117.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82196.468750 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -82196.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -82276.539062 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -82276.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -82301.773438 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -82301.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82308.171875 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -82308.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82309.148438 Penalty: 3099.029297
	Iteration 13F: 3 clusters Score -82309.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -82312.671875 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -82312.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -82315.093750 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -82315.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -82331.273438 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -82331.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -82340.695312 Penalty: 3099.029297
	Iteration 17Q: 3 clusters Score -82340.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82341.968750 Penalty: 3099.029297
	Iteration 18Q: 3 clusters Score -82341.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82341.968750 Penalty: 3099.029297
	Iteration 19F: 3 clusters Score -82341.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Entering Unmasked Estep 
Score: -8462231.000000 Penalty: 2659.014893
	Iteration 0F: 2 clusters Score -8462231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -8432839.000000 Penalty: 5318.029785
	Iteration 0F: 3 clusters Score -8432839 nChanged 21024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -8444386.000000 Penalty: 5318.029785
	Iteration 1F: 3 clusters Score -8444386 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -8444889.000000 Penalty: 5318.029785
	Iteration 2Q: 3 clusters Score -8444889 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -8445300.000000 Penalty: 5318.029785
	Iteration 3Q: 3 clusters Score -8445300 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -8445691.000000 Penalty: 5318.029785
	Iteration 4Q: 3 clusters Score -8445691 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -8446170.000000 Penalty: 5318.029785
	Iteration 5Q: 3 clusters Score -8446170 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -8446814.000000 Penalty: 5318.029785
	Iteration 6Q: 3 clusters Score -8446814 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -8447635.000000 Penalty: 5318.029785
	Iteration 7Q: 3 clusters Score -8447635 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -8448682.000000 Penalty: 5318.029785
	Iteration 8Q: 3 clusters Score -8448682 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -8450206.000000 Penalty: 5318.029785
	Iteration 9Q: 3 clusters Score -8450206 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -8452050.000000 Penalty: 5318.029785
	Iteration 10F: 3 clusters Score -8452050 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -8453795.000000 Penalty: 5318.029785
	Iteration 11F: 3 clusters Score -8453795 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -8455222.000000 Penalty: 5318.029785
	Iteration 12Q: 3 clusters Score -8455222 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -8456184.000000 Penalty: 5318.029785
	Iteration 13Q: 3 clusters Score -8456184 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -8456813.000000 Penalty: 5318.029785
	Iteration 14Q: 3 clusters Score -8456813 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -8457241.000000 Penalty: 5318.029785
	Iteration 15Q: 3 clusters Score -8457241 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -8457572.000000 Penalty: 5318.029785
	Iteration 16Q: 3 clusters Score -8457572 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -8457864.000000 Penalty: 5318.029785
	Iteration 17Q: 3 clusters Score -8457864 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -8458121.000000 Penalty: 5318.029785
	Iteration 18Q: 3 clusters Score -8458121 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -8458445.000000 Penalty: 5318.029785
	Iteration 19Q: 3 clusters Score -8458445 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -8458700.000000 Penalty: 5318.029785
	Iteration 20F: 3 clusters Score -8458700 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -8458967.000000 Penalty: 5318.029785
	Iteration 21Q: 3 clusters Score -8458967 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8459157.000000 Penalty: 5318.029785
	Iteration 22Q: 3 clusters Score -8459157 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -8459330.000000 Penalty: 5318.029785
	Iteration 23Q: 3 clusters Score -8459330 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -8459478.000000 Penalty: 5318.029785
	Iteration 24Q: 3 clusters Score -8459478 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8459601.000000 Penalty: 5318.029785
	Iteration 25Q: 3 clusters Score -8459601 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8459684.000000 Penalty: 5318.029785
	Iteration 26Q: 3 clusters Score -8459684 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8459767.000000 Penalty: 5318.029785
	Iteration 27Q: 3 clusters Score -8459767 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8459812.000000 Penalty: 5318.029785
	Iteration 28Q: 3 clusters Score -8459812 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8459848.000000 Penalty: 5318.029785
	Iteration 29Q: 3 clusters Score -8459848 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8459881.000000 Penalty: 5318.029785
	Iteration 30Q: 3 clusters Score -8459881 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8459920.000000 Penalty: 5318.029785
	Iteration 31Q: 3 clusters Score -8459920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8459971.000000 Penalty: 5318.029785
	Iteration 32Q: 3 clusters Score -8459971 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8460018.000000 Penalty: 5318.029785
	Iteration 33Q: 3 clusters Score -8460018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8460043.000000 Penalty: 5318.029785
	Iteration 34Q: 3 clusters Score -8460043 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8460048.000000 Penalty: 5318.029785
	Iteration 35Q: 3 clusters Score -8460048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8460066.000000 Penalty: 5318.029785
	Iteration 36Q: 3 clusters Score -8460066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8460084.000000 Penalty: 5318.029785
	Iteration 37Q: 3 clusters Score -8460084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8460124.000000 Penalty: 5318.029785
	Iteration 38Q: 3 clusters Score -8460124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8460125.000000 Penalty: 5318.029785
	Iteration 39Q: 3 clusters Score -8460125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8460132.000000 Penalty: 5318.029785
	Iteration 40F: 3 clusters Score -8460132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8460180.000000 Penalty: 5318.029785
	Iteration 41Q: 3 clusters Score -8460180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8460199.000000 Penalty: 5318.029785
	Iteration 42Q: 3 clusters Score -8460199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8460212.000000 Penalty: 5318.029785
	Iteration 43Q: 3 clusters Score -8460212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8460212.000000 Penalty: 5318.029785
	Iteration 44Q: 3 clusters Score -8460212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8460225.000000 Penalty: 5318.029785
	Iteration 45Q: 3 clusters Score -8460225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8460225.000000 Penalty: 5318.029785
	Iteration 46Q: 3 clusters Score -8460225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8460232.000000 Penalty: 5318.029785
	Iteration 47Q: 3 clusters Score -8460232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8460237.000000 Penalty: 5318.029785
	Iteration 48Q: 3 clusters Score -8460237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8460234.000000 Penalty: 5318.029785
	Iteration 49Q: 3 clusters Score -8460234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8460241.000000 Penalty: 5318.029785
	Iteration 50Q: 3 clusters Score -8460241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8460249.000000 Penalty: 5318.029785
	Iteration 51Q: 3 clusters Score -8460249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8460249.000000 Penalty: 5318.029785
	Iteration 52Q: 3 clusters Score -8460249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8460248.000000 Penalty: 5318.029785
	Iteration 53Q: 3 clusters Score -8460248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8460251.000000 Penalty: 5318.029785
	Iteration 54Q: 3 clusters Score -8460251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8460246.000000 Penalty: 5318.029785
	Iteration 55Q: 3 clusters Score -8460246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8460252.000000 Penalty: 5318.029785
	Iteration 56Q: 3 clusters Score -8460252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8460253.000000 Penalty: 5318.029785
	Iteration 57Q: 3 clusters Score -8460253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8460259.000000 Penalty: 5318.029785
	Iteration 58Q: 3 clusters Score -8460259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8460254.000000 Penalty: 5318.029785
	Iteration 59Q: 3 clusters Score -8460254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8460267.000000 Penalty: 5318.029785
	Iteration 60F: 3 clusters Score -8460267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8460274.000000 Penalty: 5318.029785
	Iteration 61Q: 3 clusters Score -8460274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8460269.000000 Penalty: 5318.029785
	Iteration 62Q: 3 clusters Score -8460269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8460282.000000 Penalty: 5318.029785
	Iteration 63Q: 3 clusters Score -8460282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8460282.000000 Penalty: 5318.029785
	Iteration 64Q: 3 clusters Score -8460282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8460277.000000 Penalty: 5318.029785
	Iteration 65Q: 3 clusters Score -8460277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8460277.000000 Penalty: 5318.029785
	Iteration 66F: 3 clusters Score -8460277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Entering Unmasked Estep 
Score: -8877338.000000 Penalty: 2669.427734
	Iteration 0F: 2 clusters Score -8877338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -8848733.000000 Penalty: 5338.855469
	Iteration 0F: 3 clusters Score -8848733 nChanged 21903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -8860946.000000 Penalty: 5338.855469
	Iteration 1F: 3 clusters Score -8860946 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -8861544.000000 Penalty: 5338.855469
	Iteration 2Q: 3 clusters Score -8861544 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -8862179.000000 Penalty: 5338.855469
	Iteration 3Q: 3 clusters Score -8862179 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -8862954.000000 Penalty: 5338.855469
	Iteration 4Q: 3 clusters Score -8862954 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -8863809.000000 Penalty: 5338.855469
	Iteration 5Q: 3 clusters Score -8863809 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -8864979.000000 Penalty: 5338.855469
	Iteration 6Q: 3 clusters Score -8864979 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -8866615.000000 Penalty: 5338.855469
	Iteration 7F: 3 clusters Score -8866615 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -8868531.000000 Penalty: 5338.855469
	Iteration 8F: 3 clusters Score -8868531 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -8870321.000000 Penalty: 5338.855469
	Iteration 9F: 3 clusters Score -8870321 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -8871598.000000 Penalty: 5338.855469
	Iteration 10Q: 3 clusters Score -8871598 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -8872205.000000 Penalty: 5338.855469
	Iteration 11Q: 3 clusters Score -8872205 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -8872570.000000 Penalty: 5338.855469
	Iteration 12Q: 3 clusters Score -8872570 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -8872773.000000 Penalty: 5338.855469
	Iteration 13Q: 3 clusters Score -8872773 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -8872974.000000 Penalty: 5338.855469
	Iteration 14Q: 3 clusters Score -8872974 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -8873156.000000 Penalty: 5338.855469
	Iteration 15Q: 3 clusters Score -8873156 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -8873355.000000 Penalty: 5338.855469
	Iteration 16Q: 3 clusters Score -8873355 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -8873480.000000 Penalty: 5338.855469
	Iteration 17Q: 3 clusters Score -8873480 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -8873584.000000 Penalty: 5338.855469
	Iteration 18Q: 3 clusters Score -8873584 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8873667.000000 Penalty: 5338.855469
	Iteration 19Q: 3 clusters Score -8873667 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -8873778.000000 Penalty: 5338.855469
	Iteration 20F: 3 clusters Score -8873778 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -8873883.000000 Penalty: 5338.855469
	Iteration 21Q: 3 clusters Score -8873883 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -8873944.000000 Penalty: 5338.855469
	Iteration 22Q: 3 clusters Score -8873944 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -8874019.000000 Penalty: 5338.855469
	Iteration 23Q: 3 clusters Score -8874019 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -8874081.000000 Penalty: 5338.855469
	Iteration 24Q: 3 clusters Score -8874081 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -8874108.000000 Penalty: 5338.855469
	Iteration 25Q: 3 clusters Score -8874108 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -8874142.000000 Penalty: 5338.855469
	Iteration 26Q: 3 clusters Score -8874142 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -8874148.000000 Penalty: 5338.855469
	Iteration 27Q: 3 clusters Score -8874148 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -8874196.000000 Penalty: 5338.855469
	Iteration 28Q: 3 clusters Score -8874196 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -8874220.000000 Penalty: 5338.855469
	Iteration 29Q: 3 clusters Score -8874220 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -8874259.000000 Penalty: 5338.855469
	Iteration 30Q: 3 clusters Score -8874259 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -8874279.000000 Penalty: 5338.855469
	Iteration 31Q: 3 clusters Score -8874279 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -8874272.000000 Penalty: 5338.855469
	Iteration 32Q: 3 clusters Score -8874272 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -8874293.000000 Penalty: 5338.855469
	Iteration 33Q: 3 clusters Score -8874293 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -8874312.000000 Penalty: 5338.855469
	Iteration 34Q: 3 clusters Score -8874312 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -8874321.000000 Penalty: 5338.855469
	Iteration 35Q: 3 clusters Score -8874321 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -8874319.000000 Penalty: 5338.855469
	Iteration 36Q: 3 clusters Score -8874319 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -8874339.000000 Penalty: 5338.855469
	Iteration 37Q: 3 clusters Score -8874339 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -8874333.000000 Penalty: 5338.855469
	Iteration 38Q: 3 clusters Score -8874333 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -8874335.000000 Penalty: 5338.855469
	Iteration 39Q: 3 clusters Score -8874335 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -8874351.000000 Penalty: 5338.855469
	Iteration 40F: 3 clusters Score -8874351 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -8874365.000000 Penalty: 5338.855469
	Iteration 41Q: 3 clusters Score -8874365 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -8874365.000000 Penalty: 5338.855469
	Iteration 42Q: 3 clusters Score -8874365 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -8874371.000000 Penalty: 5338.855469
	Iteration 43Q: 3 clusters Score -8874371 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -8874382.000000 Penalty: 5338.855469
	Iteration 44Q: 3 clusters Score -8874382 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -8874394.000000 Penalty: 5338.855469
	Iteration 45Q: 3 clusters Score -8874394 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -8874393.000000 Penalty: 5338.855469
	Iteration 46Q: 3 clusters Score -8874393 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -8874385.000000 Penalty: 5338.855469
	Iteration 47Q: 3 clusters Score -8874385 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -8874391.000000 Penalty: 5338.855469
	Iteration 48Q: 3 clusters Score -8874391 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -8874407.000000 Penalty: 5338.855469
	Iteration 49Q: 3 clusters Score -8874407 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -8874418.000000 Penalty: 5338.855469
	Iteration 50Q: 3 clusters Score -8874418 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -8874428.000000 Penalty: 5338.855469
	Iteration 51Q: 3 clusters Score -8874428 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -8874406.000000 Penalty: 5338.855469
	Iteration 52Q: 3 clusters Score -8874406 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -8874433.000000 Penalty: 5338.855469
	Iteration 53Q: 3 clusters Score -8874433 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -8874446.000000 Penalty: 5338.855469
	Iteration 54Q: 3 clusters Score -8874446 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -8874469.000000 Penalty: 5338.855469
	Iteration 55Q: 3 clusters Score -8874469 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -8874461.000000 Penalty: 5338.855469
	Iteration 56Q: 3 clusters Score -8874461 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -8874481.000000 Penalty: 5338.855469
	Iteration 57Q: 3 clusters Score -8874481 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -8874498.000000 Penalty: 5338.855469
	Iteration 58Q: 3 clusters Score -8874498 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -8874481.000000 Penalty: 5338.855469
	Iteration 59Q: 3 clusters Score -8874481 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -8874469.000000 Penalty: 5338.855469
	Iteration 60F: 3 clusters Score -8874469 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -8874502.000000 Penalty: 5338.855469
	Iteration 61Q: 3 clusters Score -8874502 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -8874529.000000 Penalty: 5338.855469
	Iteration 62Q: 3 clusters Score -8874529 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -8874538.000000 Penalty: 5338.855469
	Iteration 63Q: 3 clusters Score -8874538 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -8874548.000000 Penalty: 5338.855469
	Iteration 64Q: 3 clusters Score -8874548 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -8874566.000000 Penalty: 5338.855469
	Iteration 65Q: 3 clusters Score -8874566 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -8874584.000000 Penalty: 5338.855469
	Iteration 66Q: 3 clusters Score -8874584 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -8874583.000000 Penalty: 5338.855469
	Iteration 67Q: 3 clusters Score -8874583 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -8874612.000000 Penalty: 5338.855469
	Iteration 68Q: 3 clusters Score -8874612 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -8874621.000000 Penalty: 5338.855469
	Iteration 69Q: 3 clusters Score -8874621 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -8874636.000000 Penalty: 5338.855469
	Iteration 70Q: 3 clusters Score -8874636 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -8874645.000000 Penalty: 5338.855469
	Iteration 71Q: 3 clusters Score -8874645 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -8874648.000000 Penalty: 5338.855469
	Iteration 72Q: 3 clusters Score -8874648 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -8874691.000000 Penalty: 5338.855469
	Iteration 73Q: 3 clusters Score -8874691 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -8874694.000000 Penalty: 5338.855469
	Iteration 74Q: 3 clusters Score -8874694 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -8874732.000000 Penalty: 5338.855469
	Iteration 75Q: 3 clusters Score -8874732 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -8874748.000000 Penalty: 5338.855469
	Iteration 76Q: 3 clusters Score -8874748 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -8874744.000000 Penalty: 5338.855469
	Iteration 77Q: 3 clusters Score -8874744 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -8874762.000000 Penalty: 5338.855469
	Iteration 78Q: 3 clusters Score -8874762 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -8874813.000000 Penalty: 5338.855469
	Iteration 79Q: 3 clusters Score -8874813 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -8874821.000000 Penalty: 5338.855469
	Iteration 80F: 3 clusters Score -8874821 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -8874866.000000 Penalty: 5338.855469
	Iteration 81Q: 3 clusters Score -8874866 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -8874904.000000 Penalty: 5338.855469
	Iteration 82Q: 3 clusters Score -8874904 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -8874944.000000 Penalty: 5338.855469
	Iteration 83Q: 3 clusters Score -8874944 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -8874964.000000 Penalty: 5338.855469
	Iteration 84Q: 3 clusters Score -8874964 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -8875020.000000 Penalty: 5338.855469
	Iteration 85Q: 3 clusters Score -8875020 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -8875068.000000 Penalty: 5338.855469
	Iteration 86Q: 3 clusters Score -8875068 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -8875111.000000 Penalty: 5338.855469
	Iteration 87Q: 3 clusters Score -8875111 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -8875145.000000 Penalty: 5338.855469
	Iteration 88Q: 3 clusters Score -8875145 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -8875211.000000 Penalty: 5338.855469
	Iteration 89Q: 3 clusters Score -8875211 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -8875219.000000 Penalty: 5338.855469
	Iteration 90Q: 3 clusters Score -8875219 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -8875273.000000 Penalty: 5338.855469
	Iteration 91Q: 3 clusters Score -8875273 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -8875293.000000 Penalty: 5338.855469
	Iteration 92Q: 3 clusters Score -8875293 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -8875336.000000 Penalty: 5338.855469
	Iteration 93Q: 3 clusters Score -8875336 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -8875363.000000 Penalty: 5338.855469
	Iteration 94Q: 3 clusters Score -8875363 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -8875407.000000 Penalty: 5338.855469
	Iteration 95Q: 3 clusters Score -8875407 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -8875452.000000 Penalty: 5338.855469
	Iteration 96Q: 3 clusters Score -8875452 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -8875485.000000 Penalty: 5338.855469
	Iteration 97Q: 3 clusters Score -8875485 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -8875520.000000 Penalty: 5338.855469
	Iteration 98Q: 3 clusters Score -8875520 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8875546 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -8875548.000000 Penalty: 5338.855469
	Iteration 100F: 3 clusters Score -8875548 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -8875573.000000 Penalty: 5338.855469
	Iteration 101Q: 3 clusters Score -8875573 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -8875597.000000 Penalty: 5338.855469
	Iteration 102Q: 3 clusters Score -8875597 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -8875632.000000 Penalty: 5338.855469
	Iteration 103Q: 3 clusters Score -8875632 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -8875659.000000 Penalty: 5338.855469
	Iteration 104Q: 3 clusters Score -8875659 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -8875690.000000 Penalty: 5338.855469
	Iteration 105Q: 3 clusters Score -8875690 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -8875716.000000 Penalty: 5338.855469
	Iteration 106Q: 3 clusters Score -8875716 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -8875723.000000 Penalty: 5338.855469
	Iteration 107Q: 3 clusters Score -8875723 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -8875727.000000 Penalty: 5338.855469
	Iteration 108Q: 3 clusters Score -8875727 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -8875753.000000 Penalty: 5338.855469
	Iteration 109Q: 3 clusters Score -8875753 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8875746 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -8875754.000000 Penalty: 5338.855469
	Iteration 111Q: 3 clusters Score -8875754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -8875780.000000 Penalty: 5338.855469
	Iteration 112Q: 3 clusters Score -8875780 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -8875827.000000 Penalty: 5338.855469
	Iteration 113Q: 3 clusters Score -8875827 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -8875844.000000 Penalty: 5338.855469
	Iteration 114Q: 3 clusters Score -8875844 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8875915 nChanged 99
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Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8875940 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8875965 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8876056 nChanged 136
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Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8876111 nChanged 153
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Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8876139 nChanged 161
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Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8876158 nChanged 170
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Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8876201 nChanged 151
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Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8876229 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8876272 nChanged 141
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Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8876311 nChanged 108
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8876331 nChanged 103
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Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8876326 nChanged 99
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Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8876331 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8876342 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8876359 nChanged 110
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Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8876375 nChanged 96
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Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8876375 nChanged 96
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Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8876382 nChanged 89
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Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8876364 nChanged 78
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Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8876395 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8876387 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8876392 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8876430 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8876424 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8876422 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8876443 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8876446 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8876476 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8876495 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -8876514.000000 Penalty: 5338.855469
	Iteration 157Q: 3 clusters Score -8876514 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8876522 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -8876513.000000 Penalty: 5338.855469
	Iteration 159Q: 3 clusters Score -8876513 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -8876521.000000 Penalty: 5338.855469
	Iteration 160F: 3 clusters Score -8876521 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -8876529.000000 Penalty: 5338.855469
	Iteration 161Q: 3 clusters Score -8876529 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8876546 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8876546 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8876550 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8876556 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5276 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8876572 nChanged 73
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Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8876568 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8876598 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5064 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8876641 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4979 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8876640 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8876638 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4826 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8876670 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4744 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8876704 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4672 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8876719 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4595 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8876719 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4488 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8876751 nChanged 101
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Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8876734 nChanged 100
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Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8876744 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8876735 nChanged 91
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Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8876730.000000 Penalty: 5338.855469
	Iteration 180F: 3 clusters Score -8876730 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8876747 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8876725 nChanged 103
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Mstep: Class 1 contains 3803 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8876730 nChanged 91
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Mstep: Class 1 contains 3712 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8876724 nChanged 88
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Mstep: Class 1 contains 3632 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8876716 nChanged 77
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Mstep: Class 1 contains 3555 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8876692 nChanged 75
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8876668 nChanged 79
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8876673 nChanged 84
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8876663 nChanged 78
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	Iteration 190Q: 3 clusters Score -8876644 nChanged 80
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	Iteration 191Q: 3 clusters Score -8876670 nChanged 78
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	Iteration 192Q: 3 clusters Score -8876676 nChanged 83
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	Iteration 193Q: 3 clusters Score -8876686 nChanged 93
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	Iteration 194Q: 3 clusters Score -8876669 nChanged 94
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	Iteration 195Q: 3 clusters Score -8876681 nChanged 101
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8876654 nChanged 95
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	Iteration 197Q: 3 clusters Score -8876643 nChanged 89
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	Iteration 198Q: 3 clusters Score -8876639 nChanged 81
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	Iteration 199Q: 3 clusters Score -8876647 nChanged 78
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	Iteration 200F: 3 clusters Score -8876609 nChanged 74
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	Iteration 201Q: 3 clusters Score -8876604 nChanged 68
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	Iteration 202Q: 3 clusters Score -8876599 nChanged 66
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	Iteration 203Q: 3 clusters Score -8876602 nChanged 61
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	Iteration 205Q: 3 clusters Score -8876587 nChanged 55
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8876586 nChanged 54
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	Iteration 207Q: 3 clusters Score -8876574 nChanged 56
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	Iteration 208Q: 3 clusters Score -8876567 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -8876555.000000 Penalty: 5338.855469
	Iteration 209Q: 3 clusters Score -8876555 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -8876540.000000 Penalty: 5338.855469
	Iteration 210Q: 3 clusters Score -8876540 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -8876527.000000 Penalty: 5338.855469
	Iteration 211Q: 3 clusters Score -8876527 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -8876514.000000 Penalty: 5338.855469
	Iteration 212Q: 3 clusters Score -8876514 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -8876498.000000 Penalty: 5338.855469
	Iteration 213Q: 3 clusters Score -8876498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -8876490.000000 Penalty: 5338.855469
	Iteration 214Q: 3 clusters Score -8876490 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -8876472.000000 Penalty: 5338.855469
	Iteration 215Q: 3 clusters Score -8876472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -8876464.000000 Penalty: 5338.855469
	Iteration 216Q: 3 clusters Score -8876464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -8876457.000000 Penalty: 5338.855469
	Iteration 217Q: 3 clusters Score -8876457 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -8876461.000000 Penalty: 5338.855469
	Iteration 218Q: 3 clusters Score -8876461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -8876468.000000 Penalty: 5338.855469
	Iteration 219Q: 3 clusters Score -8876468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -8876465.000000 Penalty: 5338.855469
	Iteration 220F: 3 clusters Score -8876465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -8876461.000000 Penalty: 5338.855469
	Iteration 221Q: 3 clusters Score -8876461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -8876449.000000 Penalty: 5338.855469
	Iteration 222Q: 3 clusters Score -8876449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -8876447.000000 Penalty: 5338.855469
	Iteration 223Q: 3 clusters Score -8876447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -8876445.000000 Penalty: 5338.855469
	Iteration 224Q: 3 clusters Score -8876445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -8876446.000000 Penalty: 5338.855469
	Iteration 225Q: 3 clusters Score -8876446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -8876458.000000 Penalty: 5338.855469
	Iteration 226Q: 3 clusters Score -8876458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -8876448.000000 Penalty: 5338.855469
	Iteration 227Q: 3 clusters Score -8876448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -8876450.000000 Penalty: 5338.855469
	Iteration 228Q: 3 clusters Score -8876450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -8876446.000000 Penalty: 5338.855469
	Iteration 229Q: 3 clusters Score -8876446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -8876448.000000 Penalty: 5338.855469
	Iteration 230Q: 3 clusters Score -8876448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -8876450.000000 Penalty: 5338.855469
	Iteration 231Q: 3 clusters Score -8876450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -8876447.000000 Penalty: 5338.855469
	Iteration 232Q: 3 clusters Score -8876447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -8876452.000000 Penalty: 5338.855469
	Iteration 233Q: 3 clusters Score -8876452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -8876457.000000 Penalty: 5338.855469
	Iteration 234Q: 3 clusters Score -8876457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -8876457.000000 Penalty: 5338.855469
	Iteration 235F: 3 clusters Score -8876457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -159303.484375 Penalty: 1687.819214
	Iteration 0F: 2 clusters Score -159303.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -157390.937500 Penalty: 3375.638428
	Iteration 0F: 3 clusters Score -157390.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -157649.390625 Penalty: 3375.638428
	Iteration 1F: 3 clusters Score -157649.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -157766.265625 Penalty: 3375.638428
	Iteration 2F: 3 clusters Score -157766.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -157821.734375 Penalty: 3375.638428
	Iteration 3Q: 3 clusters Score -157821.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -157844.296875 Penalty: 3375.638428
	Iteration 4Q: 3 clusters Score -157844.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -157861.859375 Penalty: 3375.638428
	Iteration 5Q: 3 clusters Score -157861.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -157872.078125 Penalty: 3375.638428
	Iteration 6Q: 3 clusters Score -157872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -157880.500000 Penalty: 3375.638428
	Iteration 7Q: 3 clusters Score -157880.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -157883.843750 Penalty: 3375.638428
	Iteration 8Q: 3 clusters Score -157883.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -157885.984375 Penalty: 3375.638428
	Iteration 9Q: 3 clusters Score -157886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -157890.593750 Penalty: 3375.638428
	Iteration 10Q: 3 clusters Score -157890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -157893.140625 Penalty: 3375.638428
	Iteration 11Q: 3 clusters Score -157893.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -157893.140625 Penalty: 3375.638428
	Iteration 12F: 3 clusters Score -157893.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Entering Unmasked Estep 
Score: -4271412.500000 Penalty: 2491.404297
	Iteration 0F: 2 clusters Score -4271412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -4255425.000000 Penalty: 4982.808594
	Iteration 0F: 3 clusters Score -4255425 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -4260926.500000 Penalty: 4982.808594
	Iteration 1F: 3 clusters Score -4260926 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -4261453.000000 Penalty: 4982.808594
	Iteration 2F: 3 clusters Score -4261453 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -4262031.500000 Penalty: 4982.808594
	Iteration 3F: 3 clusters Score -4262032 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -4262697.500000 Penalty: 4982.808594
	Iteration 4F: 3 clusters Score -4262698 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -4263473.500000 Penalty: 4982.808594
	Iteration 5F: 3 clusters Score -4263474 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -4264544.000000 Penalty: 4982.808594
	Iteration 6F: 3 clusters Score -4264544 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4265884.000000 Penalty: 4982.808594
	Iteration 7F: 3 clusters Score -4265884 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -4267275.000000 Penalty: 4982.808594
	Iteration 8F: 3 clusters Score -4267275 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -4268406.500000 Penalty: 4982.808594
	Iteration 9F: 3 clusters Score -4268406 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -4269016.000000 Penalty: 4982.808594
	Iteration 10Q: 3 clusters Score -4269016 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -4269243.000000 Penalty: 4982.808594
	Iteration 11Q: 3 clusters Score -4269243 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -4269361.500000 Penalty: 4982.808594
	Iteration 12Q: 3 clusters Score -4269362 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4269451.000000 Penalty: 4982.808594
	Iteration 13Q: 3 clusters Score -4269451 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -4269484.000000 Penalty: 4982.808594
	Iteration 14Q: 3 clusters Score -4269484 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4269545.000000 Penalty: 4982.808594
	Iteration 15Q: 3 clusters Score -4269545 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -4269565.500000 Penalty: 4982.808594
	Iteration 16Q: 3 clusters Score -4269566 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -4269582.500000 Penalty: 4982.808594
	Iteration 17Q: 3 clusters Score -4269582 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4269600.500000 Penalty: 4982.808594
	Iteration 18Q: 3 clusters Score -4269600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -4269624.000000 Penalty: 4982.808594
	Iteration 19Q: 3 clusters Score -4269624 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4269647.500000 Penalty: 4982.808594
	Iteration 20F: 3 clusters Score -4269648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -4269661.000000 Penalty: 4982.808594
	Iteration 21Q: 3 clusters Score -4269661 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4269661.500000 Penalty: 4982.808594
	Iteration 22Q: 3 clusters Score -4269662 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -4269670.500000 Penalty: 4982.808594
	Iteration 23Q: 3 clusters Score -4269670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -4269672.500000 Penalty: 4982.808594
	Iteration 24Q: 3 clusters Score -4269672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4269676.500000 Penalty: 4982.808594
	Iteration 25Q: 3 clusters Score -4269676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -4269686.500000 Penalty: 4982.808594
	Iteration 26Q: 3 clusters Score -4269686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -4269686.500000 Penalty: 4982.808594
	Iteration 27Q: 3 clusters Score -4269686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -4269698.000000 Penalty: 4982.808594
	Iteration 28Q: 3 clusters Score -4269698 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -4269706.500000 Penalty: 4982.808594
	Iteration 29Q: 3 clusters Score -4269706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4269710.000000 Penalty: 4982.808594
	Iteration 30Q: 3 clusters Score -4269710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -4269718.000000 Penalty: 4982.808594
	Iteration 31Q: 3 clusters Score -4269718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -4269723.500000 Penalty: 4982.808594
	Iteration 32Q: 3 clusters Score -4269724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4269736.000000 Penalty: 4982.808594
	Iteration 33Q: 3 clusters Score -4269736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -4269735.000000 Penalty: 4982.808594
	Iteration 34Q: 3 clusters Score -4269735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -4269735.500000 Penalty: 4982.808594
	Iteration 35Q: 3 clusters Score -4269736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -4269748.000000 Penalty: 4982.808594
	Iteration 36Q: 3 clusters Score -4269748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -4269754.500000 Penalty: 4982.808594
	Iteration 37Q: 3 clusters Score -4269754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -4269761.000000 Penalty: 4982.808594
	Iteration 38Q: 3 clusters Score -4269761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -4269755.000000 Penalty: 4982.808594
	Iteration 39Q: 3 clusters Score -4269755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4269756.500000 Penalty: 4982.808594
	Iteration 40F: 3 clusters Score -4269756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4269759.500000 Penalty: 4982.808594
	Iteration 41Q: 3 clusters Score -4269760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -4269757.500000 Penalty: 4982.808594
	Iteration 42Q: 3 clusters Score -4269758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -4269756.500000 Penalty: 4982.808594
	Iteration 43Q: 3 clusters Score -4269756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -4269768.000000 Penalty: 4982.808594
	Iteration 44Q: 3 clusters Score -4269768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -4269764.500000 Penalty: 4982.808594
	Iteration 45Q: 3 clusters Score -4269764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -4269765.500000 Penalty: 4982.808594
	Iteration 46Q: 3 clusters Score -4269766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -4269771.500000 Penalty: 4982.808594
	Iteration 47Q: 3 clusters Score -4269772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -4269767.000000 Penalty: 4982.808594
	Iteration 48Q: 3 clusters Score -4269767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -4269773.500000 Penalty: 4982.808594
	Iteration 49Q: 3 clusters Score -4269774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -4269776.000000 Penalty: 4982.808594
	Iteration 50Q: 3 clusters Score -4269776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -4269774.500000 Penalty: 4982.808594
	Iteration 51Q: 3 clusters Score -4269774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -4269778.000000 Penalty: 4982.808594
	Iteration 52Q: 3 clusters Score -4269778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -4269774.500000 Penalty: 4982.808594
	Iteration 53Q: 3 clusters Score -4269774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -4269773.000000 Penalty: 4982.808594
	Iteration 54Q: 3 clusters Score -4269773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -4269766.000000 Penalty: 4982.808594
	Iteration 55Q: 3 clusters Score -4269766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -4269764.500000 Penalty: 4982.808594
	Iteration 56Q: 3 clusters Score -4269764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4269766.000000 Penalty: 4982.808594
	Iteration 57Q: 3 clusters Score -4269766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -4269770.500000 Penalty: 4982.808594
	Iteration 58Q: 3 clusters Score -4269770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -4269765.500000 Penalty: 4982.808594
	Iteration 59Q: 3 clusters Score -4269766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -4269770.000000 Penalty: 4982.808594
	Iteration 60F: 3 clusters Score -4269770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -4269768.500000 Penalty: 4982.808594
	Iteration 61Q: 3 clusters Score -4269768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4269768.500000 Penalty: 4982.808594
	Iteration 62Q: 3 clusters Score -4269768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -4269763.500000 Penalty: 4982.808594
	Iteration 63Q: 3 clusters Score -4269764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -4269763.000000 Penalty: 4982.808594
	Iteration 64Q: 3 clusters Score -4269763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -4269762.500000 Penalty: 4982.808594
	Iteration 65Q: 3 clusters Score -4269762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -4269765.000000 Penalty: 4982.808594
	Iteration 66Q: 3 clusters Score -4269765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -4269766.500000 Penalty: 4982.808594
	Iteration 67Q: 3 clusters Score -4269766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -4269772.500000 Penalty: 4982.808594
	Iteration 68Q: 3 clusters Score -4269772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -4269768.500000 Penalty: 4982.808594
	Iteration 69Q: 3 clusters Score -4269768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4269768.500000 Penalty: 4982.808594
	Iteration 70Q: 3 clusters Score -4269768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -4269771.000000 Penalty: 4982.808594
	Iteration 71Q: 3 clusters Score -4269771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4269769.500000 Penalty: 4982.808594
	Iteration 72Q: 3 clusters Score -4269770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -4269771.500000 Penalty: 4982.808594
	Iteration 73Q: 3 clusters Score -4269772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -4269776.500000 Penalty: 4982.808594
	Iteration 74Q: 3 clusters Score -4269776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -4269780.500000 Penalty: 4982.808594
	Iteration 75Q: 3 clusters Score -4269780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -4269777.000000 Penalty: 4982.808594
	Iteration 76Q: 3 clusters Score -4269777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -4269779.500000 Penalty: 4982.808594
	Iteration 77Q: 3 clusters Score -4269780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -4269779.500000 Penalty: 4982.808594
	Iteration 78Q: 3 clusters Score -4269780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -4269773.500000 Penalty: 4982.808594
	Iteration 79Q: 3 clusters Score -4269774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -4269774.500000 Penalty: 4982.808594
	Iteration 80F: 3 clusters Score -4269774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -4269775.000000 Penalty: 4982.808594
	Iteration 81Q: 3 clusters Score -4269775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -4269777.000000 Penalty: 4982.808594
	Iteration 82Q: 3 clusters Score -4269777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -4269774.500000 Penalty: 4982.808594
	Iteration 83Q: 3 clusters Score -4269774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -4269773.500000 Penalty: 4982.808594
	Iteration 84Q: 3 clusters Score -4269774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -4269774.500000 Penalty: 4982.808594
	Iteration 85Q: 3 clusters Score -4269774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -4269778.500000 Penalty: 4982.808594
	Iteration 86Q: 3 clusters Score -4269778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4269774.500000 Penalty: 4982.808594
	Iteration 87Q: 3 clusters Score -4269774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4269776.500000 Penalty: 4982.808594
	Iteration 88Q: 3 clusters Score -4269776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4269776.500000 Penalty: 4982.808594
	Iteration 89F: 3 clusters Score -4269776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Entering Unmasked Estep 
Score: -121757.234375 Penalty: 1623.958374
	Iteration 0F: 2 clusters Score -121757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -120086.328125 Penalty: 3247.916748
	Iteration 0F: 3 clusters Score -120086.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -120398.843750 Penalty: 3247.916748
	Iteration 1F: 3 clusters Score -120398.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -120545.984375 Penalty: 3247.916748
	Iteration 2F: 3 clusters Score -120546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -120613.601562 Penalty: 3247.916748
	Iteration 3Q: 3 clusters Score -120613.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -120676.125000 Penalty: 3247.916748
	Iteration 4Q: 3 clusters Score -120676.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -120721.421875 Penalty: 3247.916748
	Iteration 5Q: 3 clusters Score -120721.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -120778.039062 Penalty: 3247.916748
	Iteration 6Q: 3 clusters Score -120778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -120817.664062 Penalty: 3247.916748
	Iteration 7Q: 3 clusters Score -120817.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120845.507812 Penalty: 3247.916748
	Iteration 8Q: 3 clusters Score -120845.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -120867.101562 Penalty: 3247.916748
	Iteration 9Q: 3 clusters Score -120867.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120898.992188 Penalty: 3247.916748
	Iteration 10Q: 3 clusters Score -120899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -120928.359375 Penalty: 3247.916748
	Iteration 11Q: 3 clusters Score -120928.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -120965.242188 Penalty: 3247.916748
	Iteration 12Q: 3 clusters Score -120965.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -121010.867188 Penalty: 3247.916748
	Iteration 13Q: 3 clusters Score -121010.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121061.703125 Penalty: 3247.916748
	Iteration 14Q: 3 clusters Score -121061.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121098.710938 Penalty: 3247.916748
	Iteration 15Q: 3 clusters Score -121098.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121116.093750 Penalty: 3247.916748
	Iteration 16Q: 3 clusters Score -121116.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121136.117188 Penalty: 3247.916748
	Iteration 17Q: 3 clusters Score -121136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121157.500000 Penalty: 3247.916748
	Iteration 18Q: 3 clusters Score -121157.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -121180.718750 Penalty: 3247.916748
	Iteration 19Q: 3 clusters Score -121180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -121190.031250 Penalty: 3247.916748
	Iteration 20F: 3 clusters Score -121190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121191.351562 Penalty: 3247.916748
	Iteration 21Q: 3 clusters Score -121191.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -121196.531250 Penalty: 3247.916748
	Iteration 22Q: 3 clusters Score -121196.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -121199.117188 Penalty: 3247.916748
	Iteration 23Q: 3 clusters Score -121199.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -121205.414062 Penalty: 3247.916748
	Iteration 24Q: 3 clusters Score -121205.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -121205.414062 Penalty: 3247.916748
	Iteration 25F: 3 clusters Score -121205.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Entering Unmasked Estep 
Score: -378896.343750 Penalty: 1914.013428
	Iteration 0F: 2 clusters Score -378896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -376103.562500 Penalty: 3828.026855
	Iteration 0F: 3 clusters Score -376103.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -376790.906250 Penalty: 3828.026855
	Iteration 1F: 3 clusters Score -376790.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -377119.187500 Penalty: 3828.026855
	Iteration 2F: 3 clusters Score -377119.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -377431.593750 Penalty: 3828.026855
	Iteration 3F: 3 clusters Score -377431.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -377807.656250 Penalty: 3828.026855
	Iteration 4F: 3 clusters Score -377807.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -378087.250000 Penalty: 3828.026855
	Iteration 5F: 3 clusters Score -378087.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -378283.000000 Penalty: 3828.026855
	Iteration 6F: 3 clusters Score -378283 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -378421.000000 Penalty: 3828.026855
	Iteration 7Q: 3 clusters Score -378421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -378534.031250 Penalty: 3828.026855
	Iteration 8Q: 3 clusters Score -378534 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -378624.031250 Penalty: 3828.026855
	Iteration 9Q: 3 clusters Score -378624 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -378685.593750 Penalty: 3828.026855
	Iteration 10Q: 3 clusters Score -378685.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -378737.343750 Penalty: 3828.026855
	Iteration 11Q: 3 clusters Score -378737.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -378791.218750 Penalty: 3828.026855
	Iteration 12Q: 3 clusters Score -378791.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -378846.250000 Penalty: 3828.026855
	Iteration 13Q: 3 clusters Score -378846.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -378895.406250 Penalty: 3828.026855
	Iteration 14Q: 3 clusters Score -378895.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -378985.812500 Penalty: 3828.026855
	Iteration 15Q: 3 clusters Score -378985.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -379033.281250 Penalty: 3828.026855
	Iteration 16Q: 3 clusters Score -379033.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -379050.343750 Penalty: 3828.026855
	Iteration 17Q: 3 clusters Score -379050.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -379060.656250 Penalty: 3828.026855
	Iteration 18Q: 3 clusters Score -379060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -379065.531250 Penalty: 3828.026855
	Iteration 19Q: 3 clusters Score -379065.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -379067.218750 Penalty: 3828.026855
	Iteration 20F: 3 clusters Score -379067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -379069.093750 Penalty: 3828.026855
	Iteration 21Q: 3 clusters Score -379069.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -379069.093750 Penalty: 3828.026855
	Iteration 22F: 3 clusters Score -379069.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 42627 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44515 members 
Mstep: Class 5 contains 42008 members 
Mstep: Class 6 contains 31938 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43127 members 
Mstep: Class 9 contains 42962 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45335 members 
Mstep: Class 12 contains 47279 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23063 members 
Mstep: Class 15 contains 698 members 
Mstep: Class 16 contains 1904 members 
Mstep: Class 17 contains 32593 members 
Mstep: Class 18 contains 46811 members 
Mstep: Class 19 contains 38698 members 
Mstep: Class 20 contains 344 members 
Mstep: Class 21 contains 46412 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43252 members 
Mstep: Class 24 contains 41697 members 
Mstep: Class 25 contains 40679 members 
Entering Unmasked Estep 
Score: -126939632.000000 Penalty: 83433.343750
Splitting cluster 16 changes total score from -126941200.000000 to -126939632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (32593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Entering Unmasked Estep 
Score: -5842319.000000 Penalty: 2577.179443
	Iteration 0F: 2 clusters Score -5842319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -5820067.000000 Penalty: 5154.358887
	Iteration 0F: 3 clusters Score -5820067 nChanged 14710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -5828126.500000 Penalty: 5154.358887
	Iteration 1F: 3 clusters Score -5828126 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -5828798.500000 Penalty: 5154.358887
	Iteration 2F: 3 clusters Score -5828798 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -5829556.500000 Penalty: 5154.358887
	Iteration 3Q: 3 clusters Score -5829556 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -5830400.000000 Penalty: 5154.358887
	Iteration 4F: 3 clusters Score -5830400 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -5831313.000000 Penalty: 5154.358887
	Iteration 5F: 3 clusters Score -5831313 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5832298.500000 Penalty: 5154.358887
	Iteration 6F: 3 clusters Score -5832298 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5833289.000000 Penalty: 5154.358887
	Iteration 7F: 3 clusters Score -5833289 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -5834354.000000 Penalty: 5154.358887
	Iteration 8F: 3 clusters Score -5834354 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -5835290.500000 Penalty: 5154.358887
	Iteration 9F: 3 clusters Score -5835290 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -5836135.000000 Penalty: 5154.358887
	Iteration 10Q: 3 clusters Score -5836135 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -5836896.500000 Penalty: 5154.358887
	Iteration 11Q: 3 clusters Score -5836896 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -5837485.500000 Penalty: 5154.358887
	Iteration 12Q: 3 clusters Score -5837486 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -5838043.500000 Penalty: 5154.358887
	Iteration 13Q: 3 clusters Score -5838044 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -5838591.000000 Penalty: 5154.358887
	Iteration 14Q: 3 clusters Score -5838591 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -5839182.500000 Penalty: 5154.358887
	Iteration 15Q: 3 clusters Score -5839182 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5839712.000000 Penalty: 5154.358887
	Iteration 16Q: 3 clusters Score -5839712 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -5840137.000000 Penalty: 5154.358887
	Iteration 17Q: 3 clusters Score -5840137 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -5840392.000000 Penalty: 5154.358887
	Iteration 18Q: 3 clusters Score -5840392 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5840601.000000 Penalty: 5154.358887
	Iteration 19Q: 3 clusters Score -5840601 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -5840822.000000 Penalty: 5154.358887
	Iteration 20F: 3 clusters Score -5840822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5840919.000000 Penalty: 5154.358887
	Iteration 21Q: 3 clusters Score -5840919 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5840954.500000 Penalty: 5154.358887
	Iteration 22Q: 3 clusters Score -5840954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5840982.500000 Penalty: 5154.358887
	Iteration 23Q: 3 clusters Score -5840982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -5840996.500000 Penalty: 5154.358887
	Iteration 24Q: 3 clusters Score -5840996 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5841001.000000 Penalty: 5154.358887
	Iteration 25Q: 3 clusters Score -5841001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5841004.500000 Penalty: 5154.358887
	Iteration 26Q: 3 clusters Score -5841004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5841011.000000 Penalty: 5154.358887
	Iteration 27Q: 3 clusters Score -5841011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5841025.000000 Penalty: 5154.358887
	Iteration 28Q: 3 clusters Score -5841025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5841031.500000 Penalty: 5154.358887
	Iteration 29Q: 3 clusters Score -5841032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5841027.000000 Penalty: 5154.358887
	Iteration 30Q: 3 clusters Score -5841027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5841020.500000 Penalty: 5154.358887
	Iteration 31Q: 3 clusters Score -5841020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5841023.000000 Penalty: 5154.358887
	Iteration 32Q: 3 clusters Score -5841023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5841024.500000 Penalty: 5154.358887
	Iteration 33Q: 3 clusters Score -5841024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5841035.000000 Penalty: 5154.358887
	Iteration 34Q: 3 clusters Score -5841035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5841051.500000 Penalty: 5154.358887
	Iteration 35Q: 3 clusters Score -5841052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5841050.000000 Penalty: 5154.358887
	Iteration 36Q: 3 clusters Score -5841050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5841046.500000 Penalty: 5154.358887
	Iteration 37Q: 3 clusters Score -5841046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5841046.500000 Penalty: 5154.358887
	Iteration 38F: 3 clusters Score -5841046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Entering Unmasked Estep 
Score: -8691383.000000 Penalty: 2666.960693
	Iteration 0F: 2 clusters Score -8691383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -8661364.000000 Penalty: 5333.921387
	Iteration 0F: 3 clusters Score -8661364 nChanged 21669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -8673442.000000 Penalty: 5333.921387
	Iteration 1F: 3 clusters Score -8673442 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -8673990.000000 Penalty: 5333.921387
	Iteration 2Q: 3 clusters Score -8673990 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -8674416.000000 Penalty: 5333.921387
	Iteration 3Q: 3 clusters Score -8674416 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -8674910.000000 Penalty: 5333.921387
	Iteration 4Q: 3 clusters Score -8674910 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -8675453.000000 Penalty: 5333.921387
	Iteration 5Q: 3 clusters Score -8675453 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -8676141.000000 Penalty: 5333.921387
	Iteration 6Q: 3 clusters Score -8676141 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -8677046.000000 Penalty: 5333.921387
	Iteration 7Q: 3 clusters Score -8677046 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -8678380.000000 Penalty: 5333.921387
	Iteration 8Q: 3 clusters Score -8678380 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -8680322.000000 Penalty: 5333.921387
	Iteration 9F: 3 clusters Score -8680322 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -8682419.000000 Penalty: 5333.921387
	Iteration 10F: 3 clusters Score -8682419 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -8683799.000000 Penalty: 5333.921387
	Iteration 11Q: 3 clusters Score -8683799 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -8684547.000000 Penalty: 5333.921387
	Iteration 12Q: 3 clusters Score -8684547 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -8684877.000000 Penalty: 5333.921387
	Iteration 13Q: 3 clusters Score -8684877 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -8685215.000000 Penalty: 5333.921387
	Iteration 14Q: 3 clusters Score -8685215 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -8685538.000000 Penalty: 5333.921387
	Iteration 15Q: 3 clusters Score -8685538 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -8685816.000000 Penalty: 5333.921387
	Iteration 16Q: 3 clusters Score -8685816 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -8686125.000000 Penalty: 5333.921387
	Iteration 17Q: 3 clusters Score -8686125 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -8686386.000000 Penalty: 5333.921387
	Iteration 18Q: 3 clusters Score -8686386 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -8686657.000000 Penalty: 5333.921387
	Iteration 19Q: 3 clusters Score -8686657 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -8686847.000000 Penalty: 5333.921387
	Iteration 20F: 3 clusters Score -8686847 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -8687035.000000 Penalty: 5333.921387
	Iteration 21Q: 3 clusters Score -8687035 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -8687192.000000 Penalty: 5333.921387
	Iteration 22Q: 3 clusters Score -8687192 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -8687323.000000 Penalty: 5333.921387
	Iteration 23Q: 3 clusters Score -8687323 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -8687414.000000 Penalty: 5333.921387
	Iteration 24Q: 3 clusters Score -8687414 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -8687515.000000 Penalty: 5333.921387
	Iteration 25Q: 3 clusters Score -8687515 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -8687623.000000 Penalty: 5333.921387
	Iteration 26Q: 3 clusters Score -8687623 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -8687705.000000 Penalty: 5333.921387
	Iteration 27Q: 3 clusters Score -8687705 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -8687735.000000 Penalty: 5333.921387
	Iteration 28Q: 3 clusters Score -8687735 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -8687798.000000 Penalty: 5333.921387
	Iteration 29Q: 3 clusters Score -8687798 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -8687841.000000 Penalty: 5333.921387
	Iteration 30Q: 3 clusters Score -8687841 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -8687881.000000 Penalty: 5333.921387
	Iteration 31Q: 3 clusters Score -8687881 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -8687910.000000 Penalty: 5333.921387
	Iteration 32Q: 3 clusters Score -8687910 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -8687946.000000 Penalty: 5333.921387
	Iteration 33Q: 3 clusters Score -8687946 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -8687957.000000 Penalty: 5333.921387
	Iteration 34Q: 3 clusters Score -8687957 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -8687983.000000 Penalty: 5333.921387
	Iteration 35Q: 3 clusters Score -8687983 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -8688012.000000 Penalty: 5333.921387
	Iteration 36Q: 3 clusters Score -8688012 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -8688027.000000 Penalty: 5333.921387
	Iteration 37Q: 3 clusters Score -8688027 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -8688057.000000 Penalty: 5333.921387
	Iteration 38Q: 3 clusters Score -8688057 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -8688131.000000 Penalty: 5333.921387
	Iteration 39Q: 3 clusters Score -8688131 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -8688215.000000 Penalty: 5333.921387
	Iteration 40F: 3 clusters Score -8688215 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -8688285.000000 Penalty: 5333.921387
	Iteration 41Q: 3 clusters Score -8688285 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -8688387.000000 Penalty: 5333.921387
	Iteration 42Q: 3 clusters Score -8688387 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -8688533.000000 Penalty: 5333.921387
	Iteration 43Q: 3 clusters Score -8688533 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8688635.000000 Penalty: 5333.921387
	Iteration 44Q: 3 clusters Score -8688635 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -8688707.000000 Penalty: 5333.921387
	Iteration 45Q: 3 clusters Score -8688707 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -8688834.000000 Penalty: 5333.921387
	Iteration 46Q: 3 clusters Score -8688834 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -8688928.000000 Penalty: 5333.921387
	Iteration 47Q: 3 clusters Score -8688928 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -8689003.000000 Penalty: 5333.921387
	Iteration 48Q: 3 clusters Score -8689003 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8689048.000000 Penalty: 5333.921387
	Iteration 49Q: 3 clusters Score -8689048 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8689120.000000 Penalty: 5333.921387
	Iteration 50Q: 3 clusters Score -8689120 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8689167.000000 Penalty: 5333.921387
	Iteration 51Q: 3 clusters Score -8689167 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8689220.000000 Penalty: 5333.921387
	Iteration 52Q: 3 clusters Score -8689220 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8689235.000000 Penalty: 5333.921387
	Iteration 53Q: 3 clusters Score -8689235 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8689262.000000 Penalty: 5333.921387
	Iteration 54Q: 3 clusters Score -8689262 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8689252.000000 Penalty: 5333.921387
	Iteration 55Q: 3 clusters Score -8689252 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8689281.000000 Penalty: 5333.921387
	Iteration 56Q: 3 clusters Score -8689281 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8689296.000000 Penalty: 5333.921387
	Iteration 57Q: 3 clusters Score -8689296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8689319.000000 Penalty: 5333.921387
	Iteration 58Q: 3 clusters Score -8689319 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8689324.000000 Penalty: 5333.921387
	Iteration 59Q: 3 clusters Score -8689324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8689329.000000 Penalty: 5333.921387
	Iteration 60F: 3 clusters Score -8689329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8689313.000000 Penalty: 5333.921387
	Iteration 61Q: 3 clusters Score -8689313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8689328.000000 Penalty: 5333.921387
	Iteration 62Q: 3 clusters Score -8689328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8689327.000000 Penalty: 5333.921387
	Iteration 63Q: 3 clusters Score -8689327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8689340.000000 Penalty: 5333.921387
	Iteration 64Q: 3 clusters Score -8689340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8689338.000000 Penalty: 5333.921387
	Iteration 65Q: 3 clusters Score -8689338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8689343.000000 Penalty: 5333.921387
	Iteration 66Q: 3 clusters Score -8689343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8689346.000000 Penalty: 5333.921387
	Iteration 67Q: 3 clusters Score -8689346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8689343.000000 Penalty: 5333.921387
	Iteration 68Q: 3 clusters Score -8689343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8689351.000000 Penalty: 5333.921387
	Iteration 69Q: 3 clusters Score -8689351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8689350.000000 Penalty: 5333.921387
	Iteration 70Q: 3 clusters Score -8689350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8689366.000000 Penalty: 5333.921387
	Iteration 71Q: 3 clusters Score -8689366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8689362.000000 Penalty: 5333.921387
	Iteration 72Q: 3 clusters Score -8689362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8689362.000000 Penalty: 5333.921387
	Iteration 73F: 3 clusters Score -8689362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Entering Unmasked Estep 
Score: -7091766.000000 Penalty: 2619.758789
	Iteration 0F: 2 clusters Score -7091766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -7065420.000000 Penalty: 5239.517578
	Iteration 0F: 3 clusters Score -7065420 nChanged 17757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -7075131.000000 Penalty: 5239.517578
	Iteration 1F: 3 clusters Score -7075131 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -7075568.500000 Penalty: 5239.517578
	Iteration 2Q: 3 clusters Score -7075568 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -7075984.000000 Penalty: 5239.517578
	Iteration 3Q: 3 clusters Score -7075984 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -7076434.500000 Penalty: 5239.517578
	Iteration 4Q: 3 clusters Score -7076434 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -7077112.500000 Penalty: 5239.517578
	Iteration 5Q: 3 clusters Score -7077112 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -7078134.000000 Penalty: 5239.517578
	Iteration 6Q: 3 clusters Score -7078134 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -7079782.500000 Penalty: 5239.517578
	Iteration 7F: 3 clusters Score -7079782 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -7082003.000000 Penalty: 5239.517578
	Iteration 8F: 3 clusters Score -7082003 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -7084383.000000 Penalty: 5239.517578
	Iteration 9F: 3 clusters Score -7084383 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -7086435.000000 Penalty: 5239.517578
	Iteration 10F: 3 clusters Score -7086435 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -7087713.500000 Penalty: 5239.517578
	Iteration 11Q: 3 clusters Score -7087714 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -7088544.000000 Penalty: 5239.517578
	Iteration 12Q: 3 clusters Score -7088544 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7089027.500000 Penalty: 5239.517578
	Iteration 13Q: 3 clusters Score -7089028 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7089363.500000 Penalty: 5239.517578
	Iteration 14Q: 3 clusters Score -7089364 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7089525.500000 Penalty: 5239.517578
	Iteration 15Q: 3 clusters Score -7089526 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7089608.500000 Penalty: 5239.517578
	Iteration 16Q: 3 clusters Score -7089608 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -7089668.500000 Penalty: 5239.517578
	Iteration 17Q: 3 clusters Score -7089668 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7089707.500000 Penalty: 5239.517578
	Iteration 18Q: 3 clusters Score -7089708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7089742.000000 Penalty: 5239.517578
	Iteration 19Q: 3 clusters Score -7089742 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7089753.000000 Penalty: 5239.517578
	Iteration 20F: 3 clusters Score -7089753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7089754.000000 Penalty: 5239.517578
	Iteration 21Q: 3 clusters Score -7089754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7089763.000000 Penalty: 5239.517578
	Iteration 22Q: 3 clusters Score -7089763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7089770.000000 Penalty: 5239.517578
	Iteration 23Q: 3 clusters Score -7089770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7089776.000000 Penalty: 5239.517578
	Iteration 24Q: 3 clusters Score -7089776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7089779.000000 Penalty: 5239.517578
	Iteration 25Q: 3 clusters Score -7089779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7089777.500000 Penalty: 5239.517578
	Iteration 26Q: 3 clusters Score -7089778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7089777.500000 Penalty: 5239.517578
	Iteration 27Q: 3 clusters Score -7089778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7089779.500000 Penalty: 5239.517578
	Iteration 28Q: 3 clusters Score -7089780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7089788.000000 Penalty: 5239.517578
	Iteration 29Q: 3 clusters Score -7089788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7089777.500000 Penalty: 5239.517578
	Iteration 30Q: 3 clusters Score -7089778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7089777.500000 Penalty: 5239.517578
	Iteration 31Q: 3 clusters Score -7089778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7089780.500000 Penalty: 5239.517578
	Iteration 32Q: 3 clusters Score -7089780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7089782.000000 Penalty: 5239.517578
	Iteration 33Q: 3 clusters Score -7089782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7089782.000000 Penalty: 5239.517578
	Iteration 34F: 3 clusters Score -7089782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Entering Unmasked Estep 
Score: -8650716.000000 Penalty: 2664.837891
	Iteration 0F: 2 clusters Score -8650716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -8621123.000000 Penalty: 5329.675781
	Iteration 0F: 3 clusters Score -8621123 nChanged 21418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -8633320.000000 Penalty: 5329.675781
	Iteration 1F: 3 clusters Score -8633320 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -8633728.000000 Penalty: 5329.675781
	Iteration 2Q: 3 clusters Score -8633728 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -8634094.000000 Penalty: 5329.675781
	Iteration 3Q: 3 clusters Score -8634094 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -8634554.000000 Penalty: 5329.675781
	Iteration 4Q: 3 clusters Score -8634554 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -8634993.000000 Penalty: 5329.675781
	Iteration 5Q: 3 clusters Score -8634993 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -8635679.000000 Penalty: 5329.675781
	Iteration 6Q: 3 clusters Score -8635679 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -8636720.000000 Penalty: 5329.675781
	Iteration 7Q: 3 clusters Score -8636720 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -8638239.000000 Penalty: 5329.675781
	Iteration 8F: 3 clusters Score -8638239 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -8640190.000000 Penalty: 5329.675781
	Iteration 9F: 3 clusters Score -8640190 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -8642364.000000 Penalty: 5329.675781
	Iteration 10F: 3 clusters Score -8642364 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -8644146.000000 Penalty: 5329.675781
	Iteration 11Q: 3 clusters Score -8644146 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -8645457.000000 Penalty: 5329.675781
	Iteration 12Q: 3 clusters Score -8645457 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -8646427.000000 Penalty: 5329.675781
	Iteration 13Q: 3 clusters Score -8646427 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -8647197.000000 Penalty: 5329.675781
	Iteration 14Q: 3 clusters Score -8647197 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -8647762.000000 Penalty: 5329.675781
	Iteration 15Q: 3 clusters Score -8647762 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -8648069.000000 Penalty: 5329.675781
	Iteration 16Q: 3 clusters Score -8648069 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8648344.000000 Penalty: 5329.675781
	Iteration 17Q: 3 clusters Score -8648344 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -8648460.000000 Penalty: 5329.675781
	Iteration 18Q: 3 clusters Score -8648460 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -8648477.000000 Penalty: 5329.675781
	Iteration 19Q: 3 clusters Score -8648477 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -8648517.000000 Penalty: 5329.675781
	Iteration 20F: 3 clusters Score -8648517 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -8648535.000000 Penalty: 5329.675781
	Iteration 21Q: 3 clusters Score -8648535 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -8648538.000000 Penalty: 5329.675781
	Iteration 22Q: 3 clusters Score -8648538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -8648527.000000 Penalty: 5329.675781
	Iteration 23Q: 3 clusters Score -8648527 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -8648541.000000 Penalty: 5329.675781
	Iteration 24Q: 3 clusters Score -8648541 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -8648578.000000 Penalty: 5329.675781
	Iteration 25Q: 3 clusters Score -8648578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -8648572.000000 Penalty: 5329.675781
	Iteration 26Q: 3 clusters Score -8648572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -8648587.000000 Penalty: 5329.675781
	Iteration 27Q: 3 clusters Score -8648587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8648578.000000 Penalty: 5329.675781
	Iteration 28Q: 3 clusters Score -8648578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -8648578.000000 Penalty: 5329.675781
	Iteration 29Q: 3 clusters Score -8648578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -8648572.000000 Penalty: 5329.675781
	Iteration 30Q: 3 clusters Score -8648572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8648591.000000 Penalty: 5329.675781
	Iteration 31Q: 3 clusters Score -8648591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -8648589.000000 Penalty: 5329.675781
	Iteration 32Q: 3 clusters Score -8648589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -8648605.000000 Penalty: 5329.675781
	Iteration 33Q: 3 clusters Score -8648605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -8648593.000000 Penalty: 5329.675781
	Iteration 34Q: 3 clusters Score -8648593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -8648605.000000 Penalty: 5329.675781
	Iteration 35Q: 3 clusters Score -8648605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -8648603.000000 Penalty: 5329.675781
	Iteration 36Q: 3 clusters Score -8648603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -8648617.000000 Penalty: 5329.675781
	Iteration 37Q: 3 clusters Score -8648617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -8648625.000000 Penalty: 5329.675781
	Iteration 38Q: 3 clusters Score -8648625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -8648621.000000 Penalty: 5329.675781
	Iteration 39Q: 3 clusters Score -8648621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -8648618.000000 Penalty: 5329.675781
	Iteration 40F: 3 clusters Score -8648618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -8648620.000000 Penalty: 5329.675781
	Iteration 41Q: 3 clusters Score -8648620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -8648615.000000 Penalty: 5329.675781
	Iteration 42Q: 3 clusters Score -8648615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -8648618.000000 Penalty: 5329.675781
	Iteration 43Q: 3 clusters Score -8648618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -8648618.000000 Penalty: 5329.675781
	Iteration 44F: 3 clusters Score -8648618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -119777.289062 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -119777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118034.312500 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -118034.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -118519.070312 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -118519.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -118750.851562 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -118750.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -118820.296875 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -118820.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -118878.578125 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -118878.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -118908.039062 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -118908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -118941.437500 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -118941.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -118956.062500 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -118956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -118972.195312 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -118972.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -118983.828125 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -118983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -118999.914062 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -118999.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -119005.695312 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -119005.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -119007.000000 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -119007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -119007.000000 Penalty: 3306.810547
	Iteration 13F: 3 clusters Score -119007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Entering Unmasked Estep 
Score: -8010155.000000 Penalty: 2647.350098
	Iteration 0F: 2 clusters Score -8010155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -7981230.500000 Penalty: 5294.700195
	Iteration 0F: 3 clusters Score -7981230 nChanged 19890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -7992256.500000 Penalty: 5294.700195
	Iteration 1F: 3 clusters Score -7992256 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -7992775.000000 Penalty: 5294.700195
	Iteration 2Q: 3 clusters Score -7992775 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -7993106.000000 Penalty: 5294.700195
	Iteration 3Q: 3 clusters Score -7993106 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -7993476.000000 Penalty: 5294.700195
	Iteration 4Q: 3 clusters Score -7993476 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -7993851.000000 Penalty: 5294.700195
	Iteration 5Q: 3 clusters Score -7993851 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -7994194.000000 Penalty: 5294.700195
	Iteration 6Q: 3 clusters Score -7994194 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -7994543.500000 Penalty: 5294.700195
	Iteration 7Q: 3 clusters Score -7994544 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -7994970.000000 Penalty: 5294.700195
	Iteration 8Q: 3 clusters Score -7994970 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -7995478.000000 Penalty: 5294.700195
	Iteration 9Q: 3 clusters Score -7995478 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -7996275.500000 Penalty: 5294.700195
	Iteration 10Q: 3 clusters Score -7996276 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -7997344.000000 Penalty: 5294.700195
	Iteration 11Q: 3 clusters Score -7997344 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -7998865.000000 Penalty: 5294.700195
	Iteration 12F: 3 clusters Score -7998865 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -8000580.000000 Penalty: 5294.700195
	Iteration 13F: 3 clusters Score -8000580 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -8001890.500000 Penalty: 5294.700195
	Iteration 14Q: 3 clusters Score -8001890 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -8002583.000000 Penalty: 5294.700195
	Iteration 15Q: 3 clusters Score -8002583 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -8002980.500000 Penalty: 5294.700195
	Iteration 16Q: 3 clusters Score -8002980 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -8003258.000000 Penalty: 5294.700195
	Iteration 17Q: 3 clusters Score -8003258 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -8003459.000000 Penalty: 5294.700195
	Iteration 18Q: 3 clusters Score -8003459 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -8003634.500000 Penalty: 5294.700195
	Iteration 19Q: 3 clusters Score -8003634 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -8003826.500000 Penalty: 5294.700195
	Iteration 20F: 3 clusters Score -8003826 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -8003993.000000 Penalty: 5294.700195
	Iteration 21Q: 3 clusters Score -8003993 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -8004205.000000 Penalty: 5294.700195
	Iteration 22Q: 3 clusters Score -8004205 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -8004425.000000 Penalty: 5294.700195
	Iteration 23Q: 3 clusters Score -8004425 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -8004650.000000 Penalty: 5294.700195
	Iteration 24Q: 3 clusters Score -8004650 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -8004883.500000 Penalty: 5294.700195
	Iteration 25Q: 3 clusters Score -8004884 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -8005135.500000 Penalty: 5294.700195
	Iteration 26Q: 3 clusters Score -8005136 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -8005364.500000 Penalty: 5294.700195
	Iteration 27Q: 3 clusters Score -8005364 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -8005589.500000 Penalty: 5294.700195
	Iteration 28Q: 3 clusters Score -8005590 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -8005809.000000 Penalty: 5294.700195
	Iteration 29Q: 3 clusters Score -8005809 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -8006078.000000 Penalty: 5294.700195
	Iteration 30Q: 3 clusters Score -8006078 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -8006340.000000 Penalty: 5294.700195
	Iteration 31Q: 3 clusters Score -8006340 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -8006574.000000 Penalty: 5294.700195
	Iteration 32Q: 3 clusters Score -8006574 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -8006789.500000 Penalty: 5294.700195
	Iteration 33Q: 3 clusters Score -8006790 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -8006991.000000 Penalty: 5294.700195
	Iteration 34Q: 3 clusters Score -8006991 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -8007140.500000 Penalty: 5294.700195
	Iteration 35Q: 3 clusters Score -8007140 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -8007370.500000 Penalty: 5294.700195
	Iteration 36Q: 3 clusters Score -8007370 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -8007500.500000 Penalty: 5294.700195
	Iteration 37Q: 3 clusters Score -8007500 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -8007641.000000 Penalty: 5294.700195
	Iteration 38Q: 3 clusters Score -8007641 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -8007743.500000 Penalty: 5294.700195
	Iteration 39Q: 3 clusters Score -8007744 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -8007773.500000 Penalty: 5294.700195
	Iteration 40F: 3 clusters Score -8007774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -8007818.000000 Penalty: 5294.700195
	Iteration 41Q: 3 clusters Score -8007818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -8007828.500000 Penalty: 5294.700195
	Iteration 42Q: 3 clusters Score -8007828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -8007852.500000 Penalty: 5294.700195
	Iteration 43Q: 3 clusters Score -8007852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -8007863.000000 Penalty: 5294.700195
	Iteration 44Q: 3 clusters Score -8007863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -8007863.500000 Penalty: 5294.700195
	Iteration 45Q: 3 clusters Score -8007864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -8007865.500000 Penalty: 5294.700195
	Iteration 46Q: 3 clusters Score -8007866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -8007874.500000 Penalty: 5294.700195
	Iteration 47Q: 3 clusters Score -8007874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -8007882.000000 Penalty: 5294.700195
	Iteration 48Q: 3 clusters Score -8007882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -8007889.000000 Penalty: 5294.700195
	Iteration 49Q: 3 clusters Score -8007889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -8007901.000000 Penalty: 5294.700195
	Iteration 50Q: 3 clusters Score -8007901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -8007902.500000 Penalty: 5294.700195
	Iteration 51Q: 3 clusters Score -8007902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -8007908.000000 Penalty: 5294.700195
	Iteration 52Q: 3 clusters Score -8007908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8007910.500000 Penalty: 5294.700195
	Iteration 53Q: 3 clusters Score -8007910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8007916.500000 Penalty: 5294.700195
	Iteration 54Q: 3 clusters Score -8007916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -8007916.500000 Penalty: 5294.700195
	Iteration 55Q: 3 clusters Score -8007916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8007915.000000 Penalty: 5294.700195
	Iteration 56Q: 3 clusters Score -8007915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -8007916.500000 Penalty: 5294.700195
	Iteration 57Q: 3 clusters Score -8007916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -8007916.500000 Penalty: 5294.700195
	Iteration 58F: 3 clusters Score -8007916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Entering Unmasked Estep 
Score: -7711895.000000 Penalty: 2638.269775
	Iteration 0F: 2 clusters Score -7711895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -7683796.500000 Penalty: 5276.539551
	Iteration 0F: 3 clusters Score -7683796 nChanged 19158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -7694148.000000 Penalty: 5276.539551
	Iteration 1F: 3 clusters Score -7694148 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -7694618.500000 Penalty: 5276.539551
	Iteration 2Q: 3 clusters Score -7694618 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -7695318.000000 Penalty: 5276.539551
	Iteration 3Q: 3 clusters Score -7695318 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -7696097.500000 Penalty: 5276.539551
	Iteration 4Q: 3 clusters Score -7696098 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -7697106.500000 Penalty: 5276.539551
	Iteration 5Q: 3 clusters Score -7697106 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -7698266.500000 Penalty: 5276.539551
	Iteration 6F: 3 clusters Score -7698266 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -7699790.500000 Penalty: 5276.539551
	Iteration 7F: 3 clusters Score -7699790 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -7701709.500000 Penalty: 5276.539551
	Iteration 8F: 3 clusters Score -7701710 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -7704027.500000 Penalty: 5276.539551
	Iteration 9F: 3 clusters Score -7704028 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -7706230.500000 Penalty: 5276.539551
	Iteration 10F: 3 clusters Score -7706230 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -7707538.000000 Penalty: 5276.539551
	Iteration 11F: 3 clusters Score -7707538 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -7708158.500000 Penalty: 5276.539551
	Iteration 12Q: 3 clusters Score -7708158 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -7708499.000000 Penalty: 5276.539551
	Iteration 13Q: 3 clusters Score -7708499 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -7708751.500000 Penalty: 5276.539551
	Iteration 14Q: 3 clusters Score -7708752 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -7708908.500000 Penalty: 5276.539551
	Iteration 15Q: 3 clusters Score -7708908 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -7709014.000000 Penalty: 5276.539551
	Iteration 16Q: 3 clusters Score -7709014 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -7709121.000000 Penalty: 5276.539551
	Iteration 17Q: 3 clusters Score -7709121 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -7709179.500000 Penalty: 5276.539551
	Iteration 18Q: 3 clusters Score -7709180 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -7709240.000000 Penalty: 5276.539551
	Iteration 19Q: 3 clusters Score -7709240 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -7709316.000000 Penalty: 5276.539551
	Iteration 20F: 3 clusters Score -7709316 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -7709363.000000 Penalty: 5276.539551
	Iteration 21Q: 3 clusters Score -7709363 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -7709379.500000 Penalty: 5276.539551
	Iteration 22Q: 3 clusters Score -7709380 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -7709402.500000 Penalty: 5276.539551
	Iteration 23Q: 3 clusters Score -7709402 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -7709445.000000 Penalty: 5276.539551
	Iteration 24Q: 3 clusters Score -7709445 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -7709494.000000 Penalty: 5276.539551
	Iteration 25Q: 3 clusters Score -7709494 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -7709523.500000 Penalty: 5276.539551
	Iteration 26Q: 3 clusters Score -7709524 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -7709550.000000 Penalty: 5276.539551
	Iteration 27Q: 3 clusters Score -7709550 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -7709581.500000 Penalty: 5276.539551
	Iteration 28Q: 3 clusters Score -7709582 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -7709602.000000 Penalty: 5276.539551
	Iteration 29Q: 3 clusters Score -7709602 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -7709648.500000 Penalty: 5276.539551
	Iteration 30Q: 3 clusters Score -7709648 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -7709666.500000 Penalty: 5276.539551
	Iteration 31Q: 3 clusters Score -7709666 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -7709681.000000 Penalty: 5276.539551
	Iteration 32Q: 3 clusters Score -7709681 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -7709694.000000 Penalty: 5276.539551
	Iteration 33Q: 3 clusters Score -7709694 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -7709697.500000 Penalty: 5276.539551
	Iteration 34Q: 3 clusters Score -7709698 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -7709737.500000 Penalty: 5276.539551
	Iteration 35Q: 3 clusters Score -7709738 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -7709761.000000 Penalty: 5276.539551
	Iteration 36Q: 3 clusters Score -7709761 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -7709784.500000 Penalty: 5276.539551
	Iteration 37Q: 3 clusters Score -7709784 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -7709811.000000 Penalty: 5276.539551
	Iteration 38Q: 3 clusters Score -7709811 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -7709830.000000 Penalty: 5276.539551
	Iteration 39Q: 3 clusters Score -7709830 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -7709844.000000 Penalty: 5276.539551
	Iteration 40F: 3 clusters Score -7709844 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -7709852.000000 Penalty: 5276.539551
	Iteration 41Q: 3 clusters Score -7709852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -7709882.000000 Penalty: 5276.539551
	Iteration 42Q: 3 clusters Score -7709882 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -7709897.000000 Penalty: 5276.539551
	Iteration 43Q: 3 clusters Score -7709897 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -7709897.000000 Penalty: 5276.539551
	Iteration 44Q: 3 clusters Score -7709897 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -7709915.500000 Penalty: 5276.539551
	Iteration 45Q: 3 clusters Score -7709916 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -7709961.000000 Penalty: 5276.539551
	Iteration 46Q: 3 clusters Score -7709961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -7709966.000000 Penalty: 5276.539551
	Iteration 47Q: 3 clusters Score -7709966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -7709991.500000 Penalty: 5276.539551
	Iteration 48Q: 3 clusters Score -7709992 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -7709987.000000 Penalty: 5276.539551
	Iteration 49Q: 3 clusters Score -7709987 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -7710019.000000 Penalty: 5276.539551
	Iteration 50Q: 3 clusters Score -7710019 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -7710002.500000 Penalty: 5276.539551
	Iteration 51Q: 3 clusters Score -7710002 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -7710028.500000 Penalty: 5276.539551
	Iteration 52Q: 3 clusters Score -7710028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34318 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -7710036.000000 Penalty: 5276.539551
	Iteration 53Q: 3 clusters Score -7710036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -7710060.000000 Penalty: 5276.539551
	Iteration 54Q: 3 clusters Score -7710060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -7710090.000000 Penalty: 5276.539551
	Iteration 55Q: 3 clusters Score -7710090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -7710084.500000 Penalty: 5276.539551
	Iteration 56Q: 3 clusters Score -7710084 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -7710065.500000 Penalty: 5276.539551
	Iteration 57Q: 3 clusters Score -7710066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -7710079.000000 Penalty: 5276.539551
	Iteration 58Q: 3 clusters Score -7710079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -7710090.500000 Penalty: 5276.539551
	Iteration 59Q: 3 clusters Score -7710090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -7710088.500000 Penalty: 5276.539551
	Iteration 60F: 3 clusters Score -7710088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -7710088.000000 Penalty: 5276.539551
	Iteration 61Q: 3 clusters Score -7710088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -7710083.500000 Penalty: 5276.539551
	Iteration 62Q: 3 clusters Score -7710084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -7710087.500000 Penalty: 5276.539551
	Iteration 63Q: 3 clusters Score -7710088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -7710088.500000 Penalty: 5276.539551
	Iteration 64Q: 3 clusters Score -7710088 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -7710084.500000 Penalty: 5276.539551
	Iteration 65Q: 3 clusters Score -7710084 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -7710120.500000 Penalty: 5276.539551
	Iteration 66Q: 3 clusters Score -7710120 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -7710119.000000 Penalty: 5276.539551
	Iteration 67Q: 3 clusters Score -7710119 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -7710129.000000 Penalty: 5276.539551
	Iteration 68Q: 3 clusters Score -7710129 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -7710133.000000 Penalty: 5276.539551
	Iteration 69Q: 3 clusters Score -7710133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -7710133.000000 Penalty: 5276.539551
	Iteration 70Q: 3 clusters Score -7710133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -7710143.500000 Penalty: 5276.539551
	Iteration 71Q: 3 clusters Score -7710144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -7710152.000000 Penalty: 5276.539551
	Iteration 72Q: 3 clusters Score -7710152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -7710144.500000 Penalty: 5276.539551
	Iteration 73Q: 3 clusters Score -7710144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -7710152.500000 Penalty: 5276.539551
	Iteration 74Q: 3 clusters Score -7710152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -7710156.500000 Penalty: 5276.539551
	Iteration 75Q: 3 clusters Score -7710156 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -7710169.000000 Penalty: 5276.539551
	Iteration 76Q: 3 clusters Score -7710169 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -7710164.000000 Penalty: 5276.539551
	Iteration 77Q: 3 clusters Score -7710164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -7710183.000000 Penalty: 5276.539551
	Iteration 78Q: 3 clusters Score -7710183 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -7710188.000000 Penalty: 5276.539551
	Iteration 79Q: 3 clusters Score -7710188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -7710184.500000 Penalty: 5276.539551
	Iteration 80F: 3 clusters Score -7710184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -7710188.000000 Penalty: 5276.539551
	Iteration 81Q: 3 clusters Score -7710188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -7710196.000000 Penalty: 5276.539551
	Iteration 82Q: 3 clusters Score -7710196 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -7710207.000000 Penalty: 5276.539551
	Iteration 83Q: 3 clusters Score -7710207 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -7710227.500000 Penalty: 5276.539551
	Iteration 84Q: 3 clusters Score -7710228 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -7710227.500000 Penalty: 5276.539551
	Iteration 85Q: 3 clusters Score -7710228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -7710220.000000 Penalty: 5276.539551
	Iteration 86Q: 3 clusters Score -7710220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -7710236.000000 Penalty: 5276.539551
	Iteration 87Q: 3 clusters Score -7710236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -7710224.500000 Penalty: 5276.539551
	Iteration 88Q: 3 clusters Score -7710224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -7710235.000000 Penalty: 5276.539551
	Iteration 89Q: 3 clusters Score -7710235 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -7710240.500000 Penalty: 5276.539551
	Iteration 90Q: 3 clusters Score -7710240 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -7710248.500000 Penalty: 5276.539551
	Iteration 91Q: 3 clusters Score -7710248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -7710258.000000 Penalty: 5276.539551
	Iteration 92Q: 3 clusters Score -7710258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -7710250.500000 Penalty: 5276.539551
	Iteration 93Q: 3 clusters Score -7710250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -7710243.000000 Penalty: 5276.539551
	Iteration 94Q: 3 clusters Score -7710243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -7710247.000000 Penalty: 5276.539551
	Iteration 95Q: 3 clusters Score -7710247 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36820 members 
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Entering Unmasked Estep 
Score: -7710265.500000 Penalty: 5276.539551
	Iteration 96Q: 3 clusters Score -7710266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -7710262.500000 Penalty: 5276.539551
	Iteration 97Q: 3 clusters Score -7710262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -7710266.000000 Penalty: 5276.539551
	Iteration 98Q: 3 clusters Score -7710266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -7710277.500000 Penalty: 5276.539551
	Iteration 99Q: 3 clusters Score -7710278 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -7710267.500000 Penalty: 5276.539551
	Iteration 100F: 3 clusters Score -7710268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -7710290.500000 Penalty: 5276.539551
	Iteration 101Q: 3 clusters Score -7710290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -7710302.000000 Penalty: 5276.539551
	Iteration 102Q: 3 clusters Score -7710302 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -7710304.500000 Penalty: 5276.539551
	Iteration 103Q: 3 clusters Score -7710304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -7710293.000000 Penalty: 5276.539551
	Iteration 104Q: 3 clusters Score -7710293 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -7710296.000000 Penalty: 5276.539551
	Iteration 105Q: 3 clusters Score -7710296 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -7710307.500000 Penalty: 5276.539551
	Iteration 106Q: 3 clusters Score -7710308 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -7710301.000000 Penalty: 5276.539551
	Iteration 107Q: 3 clusters Score -7710301 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -7710303.000000 Penalty: 5276.539551
	Iteration 108Q: 3 clusters Score -7710303 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -7710319.500000 Penalty: 5276.539551
	Iteration 109Q: 3 clusters Score -7710320 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -7710357.000000 Penalty: 5276.539551
	Iteration 110Q: 3 clusters Score -7710357 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -7710363.500000 Penalty: 5276.539551
	Iteration 111Q: 3 clusters Score -7710364 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -7710392.500000 Penalty: 5276.539551
	Iteration 112Q: 3 clusters Score -7710392 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -7710416.000000 Penalty: 5276.539551
	Iteration 113Q: 3 clusters Score -7710416 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -7710433.500000 Penalty: 5276.539551
	Iteration 114Q: 3 clusters Score -7710434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -7710453.500000 Penalty: 5276.539551
	Iteration 115Q: 3 clusters Score -7710454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -7710475.000000 Penalty: 5276.539551
	Iteration 116Q: 3 clusters Score -7710475 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -7710498.000000 Penalty: 5276.539551
	Iteration 117Q: 3 clusters Score -7710498 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -7710510.500000 Penalty: 5276.539551
	Iteration 118Q: 3 clusters Score -7710510 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -7710513.000000 Penalty: 5276.539551
	Iteration 119Q: 3 clusters Score -7710513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -7710520.000000 Penalty: 5276.539551
	Iteration 120F: 3 clusters Score -7710520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -7710523.500000 Penalty: 5276.539551
	Iteration 121Q: 3 clusters Score -7710524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7710521.000000 Penalty: 5276.539551
	Iteration 122Q: 3 clusters Score -7710521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7710529.000000 Penalty: 5276.539551
	Iteration 123Q: 3 clusters Score -7710529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7710526.000000 Penalty: 5276.539551
	Iteration 124Q: 3 clusters Score -7710526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7710531.500000 Penalty: 5276.539551
	Iteration 125Q: 3 clusters Score -7710532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -7710547.500000 Penalty: 5276.539551
	Iteration 126Q: 3 clusters Score -7710548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -7710555.500000 Penalty: 5276.539551
	Iteration 127Q: 3 clusters Score -7710556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -7710560.500000 Penalty: 5276.539551
	Iteration 128Q: 3 clusters Score -7710560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7710568.500000 Penalty: 5276.539551
	Iteration 129Q: 3 clusters Score -7710568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7710550.000000 Penalty: 5276.539551
	Iteration 130Q: 3 clusters Score -7710550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7710560.000000 Penalty: 5276.539551
	Iteration 131Q: 3 clusters Score -7710560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -7710559.500000 Penalty: 5276.539551
	Iteration 132Q: 3 clusters Score -7710560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7710553.000000 Penalty: 5276.539551
	Iteration 133Q: 3 clusters Score -7710553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -7710555.000000 Penalty: 5276.539551
	Iteration 134Q: 3 clusters Score -7710555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7710553.500000 Penalty: 5276.539551
	Iteration 135Q: 3 clusters Score -7710554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7710556.500000 Penalty: 5276.539551
	Iteration 136Q: 3 clusters Score -7710556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7710553.500000 Penalty: 5276.539551
	Iteration 137Q: 3 clusters Score -7710554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -7710558.500000 Penalty: 5276.539551
	Iteration 138Q: 3 clusters Score -7710558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7710554.500000 Penalty: 5276.539551
	Iteration 139Q: 3 clusters Score -7710554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7710561.000000 Penalty: 5276.539551
	Iteration 140F: 3 clusters Score -7710561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7710564.000000 Penalty: 5276.539551
	Iteration 141Q: 3 clusters Score -7710564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -7710560.500000 Penalty: 5276.539551
	Iteration 142Q: 3 clusters Score -7710560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7710555.000000 Penalty: 5276.539551
	Iteration 143Q: 3 clusters Score -7710555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7710559.500000 Penalty: 5276.539551
	Iteration 144Q: 3 clusters Score -7710560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7710561.000000 Penalty: 5276.539551
	Iteration 145Q: 3 clusters Score -7710561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7710561.000000 Penalty: 5276.539551
	Iteration 146F: 3 clusters Score -7710561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Entering Unmasked Estep 
Score: -7572146.500000 Penalty: 2632.139893
	Iteration 0F: 2 clusters Score -7572146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -7545220.000000 Penalty: 5264.279785
	Iteration 0F: 3 clusters Score -7545220 nChanged 18460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -7555290.000000 Penalty: 5264.279785
	Iteration 1F: 3 clusters Score -7555290 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -7555714.500000 Penalty: 5264.279785
	Iteration 2Q: 3 clusters Score -7555714 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -7556125.000000 Penalty: 5264.279785
	Iteration 3Q: 3 clusters Score -7556125 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -7556424.500000 Penalty: 5264.279785
	Iteration 4Q: 3 clusters Score -7556424 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -7556709.000000 Penalty: 5264.279785
	Iteration 5Q: 3 clusters Score -7556709 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -7557012.500000 Penalty: 5264.279785
	Iteration 6Q: 3 clusters Score -7557012 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -7557412.500000 Penalty: 5264.279785
	Iteration 7Q: 3 clusters Score -7557412 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -7557828.500000 Penalty: 5264.279785
	Iteration 8Q: 3 clusters Score -7557828 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -7558362.500000 Penalty: 5264.279785
	Iteration 9Q: 3 clusters Score -7558362 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -7559039.000000 Penalty: 5264.279785
	Iteration 10Q: 3 clusters Score -7559039 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -7559857.000000 Penalty: 5264.279785
	Iteration 11Q: 3 clusters Score -7559857 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -7560933.500000 Penalty: 5264.279785
	Iteration 12Q: 3 clusters Score -7560934 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -7562113.000000 Penalty: 5264.279785
	Iteration 13Q: 3 clusters Score -7562113 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -7563356.500000 Penalty: 5264.279785
	Iteration 14Q: 3 clusters Score -7563356 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -7564260.500000 Penalty: 5264.279785
	Iteration 15Q: 3 clusters Score -7564260 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -7564861.500000 Penalty: 5264.279785
	Iteration 16Q: 3 clusters Score -7564862 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -7565230.500000 Penalty: 5264.279785
	Iteration 17Q: 3 clusters Score -7565230 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -7565488.500000 Penalty: 5264.279785
	Iteration 18Q: 3 clusters Score -7565488 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -7565642.500000 Penalty: 5264.279785
	Iteration 19Q: 3 clusters Score -7565642 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -7565802.000000 Penalty: 5264.279785
	Iteration 20F: 3 clusters Score -7565802 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -7565927.000000 Penalty: 5264.279785
	Iteration 21Q: 3 clusters Score -7565927 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -7566070.500000 Penalty: 5264.279785
	Iteration 22Q: 3 clusters Score -7566070 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -7566180.500000 Penalty: 5264.279785
	Iteration 23Q: 3 clusters Score -7566180 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -7566305.500000 Penalty: 5264.279785
	Iteration 24Q: 3 clusters Score -7566306 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -7566431.500000 Penalty: 5264.279785
	Iteration 25Q: 3 clusters Score -7566432 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -7566534.000000 Penalty: 5264.279785
	Iteration 26Q: 3 clusters Score -7566534 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -7566585.000000 Penalty: 5264.279785
	Iteration 27Q: 3 clusters Score -7566585 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -7566671.000000 Penalty: 5264.279785
	Iteration 28Q: 3 clusters Score -7566671 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -7566765.500000 Penalty: 5264.279785
	Iteration 29Q: 3 clusters Score -7566766 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -7566812.500000 Penalty: 5264.279785
	Iteration 30Q: 3 clusters Score -7566812 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -7566877.000000 Penalty: 5264.279785
	Iteration 31Q: 3 clusters Score -7566877 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -7566913.500000 Penalty: 5264.279785
	Iteration 32Q: 3 clusters Score -7566914 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -7566961.500000 Penalty: 5264.279785
	Iteration 33Q: 3 clusters Score -7566962 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -7567022.000000 Penalty: 5264.279785
	Iteration 34Q: 3 clusters Score -7567022 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -7567061.000000 Penalty: 5264.279785
	Iteration 35Q: 3 clusters Score -7567061 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -7567164.000000 Penalty: 5264.279785
	Iteration 36Q: 3 clusters Score -7567164 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -7567247.500000 Penalty: 5264.279785
	Iteration 37Q: 3 clusters Score -7567248 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -7567371.500000 Penalty: 5264.279785
	Iteration 38Q: 3 clusters Score -7567372 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -7567470.000000 Penalty: 5264.279785
	Iteration 39Q: 3 clusters Score -7567470 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -7567527.500000 Penalty: 5264.279785
	Iteration 40F: 3 clusters Score -7567528 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -7567614.500000 Penalty: 5264.279785
	Iteration 41Q: 3 clusters Score -7567614 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7567725 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7567832 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7567932 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7568045 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7568160 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7568260 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7568383 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7568490 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7568606 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7568715 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7568815.500000 Penalty: 5264.279785
	Iteration 52Q: 3 clusters Score -7568816 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7568926 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7569046.000000 Penalty: 5264.279785
	Iteration 54Q: 3 clusters Score -7569046 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7569127 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -7569195.500000 Penalty: 5264.279785
	Iteration 56Q: 3 clusters Score -7569196 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7569246.500000 Penalty: 5264.279785
	Iteration 57Q: 3 clusters Score -7569246 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -7569327.500000 Penalty: 5264.279785
	Iteration 58Q: 3 clusters Score -7569328 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7569379.500000 Penalty: 5264.279785
	Iteration 59Q: 3 clusters Score -7569380 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -7569447.000000 Penalty: 5264.279785
	Iteration 60F: 3 clusters Score -7569447 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7569517.500000 Penalty: 5264.279785
	Iteration 61Q: 3 clusters Score -7569518 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7569552.500000 Penalty: 5264.279785
	Iteration 62Q: 3 clusters Score -7569552 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7569596 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7569628.500000 Penalty: 5264.279785
	Iteration 64Q: 3 clusters Score -7569628 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7569650 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7569701 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7569739 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7569746 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7569777 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7569803 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7569804 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7569829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7569849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7569867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7569883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7569880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7569895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7569902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7569916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7569924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7569932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7569934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7569955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7569966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7569974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7569984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7569997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7570006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7570008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7570008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7570014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7570014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7570014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7570008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7570010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7570009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7570013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7570013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
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	Iteration 99F: 3 clusters Score -7570013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 42627 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44515 members 
Mstep: Class 5 contains 42008 members 
Mstep: Class 6 contains 31938 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43127 members 
Mstep: Class 9 contains 42962 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45335 members 
Mstep: Class 12 contains 47279 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23063 members 
Mstep: Class 15 contains 698 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32593 members 
Mstep: Class 18 contains 46811 members 
Mstep: Class 19 contains 38698 members 
Mstep: Class 21 contains 46412 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43252 members 
Mstep: Class 24 contains 41697 members 
Mstep: Class 25 contains 40679 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 239Q: 25 clusters Score -1.269409e+08 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 42597 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44518 members 
Mstep: Class 5 contains 42007 members 
Mstep: Class 6 contains 31800 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43136 members 
Mstep: Class 9 contains 43016 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45421 members 
Mstep: Class 12 contains 47211 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23059 members 
Mstep: Class 15 contains 697 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32587 members 
Mstep: Class 18 contains 46836 members 
Mstep: Class 19 contains 38761 members 
Mstep: Class 21 contains 46409 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43256 members 
Mstep: Class 24 contains 41735 members 
Mstep: Class 25 contains 40677 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 25 clusters Score -1.269412e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 42601 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44530 members 
Mstep: Class 5 contains 42019 members 
Mstep: Class 6 contains 31619 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43150 members 
Mstep: Class 9 contains 43058 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45483 members 
Mstep: Class 12 contains 47167 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23050 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32587 members 
Mstep: Class 18 contains 46863 members 
Mstep: Class 19 contains 38786 members 
Mstep: Class 21 contains 46381 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43272 members 
Mstep: Class 24 contains 41766 members 
Mstep: Class 25 contains 40694 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 241Q: 25 clusters Score -1.269412e+08 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 42589 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44533 members 
Mstep: Class 5 contains 42024 members 
Mstep: Class 6 contains 31440 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43147 members 
Mstep: Class 9 contains 43094 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45532 members 
Mstep: Class 12 contains 47156 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23052 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32600 members 
Mstep: Class 18 contains 46889 members 
Mstep: Class 19 contains 38801 members 
Mstep: Class 21 contains 46352 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43295 members 
Mstep: Class 24 contains 41788 members 
Mstep: Class 25 contains 40702 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 25 clusters Score -1.269409e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 42584 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44552 members 
Mstep: Class 5 contains 42034 members 
Mstep: Class 6 contains 31240 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43136 members 
Mstep: Class 9 contains 43132 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45591 members 
Mstep: Class 12 contains 47154 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23050 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 32589 members 
Mstep: Class 18 contains 46882 members 
Mstep: Class 19 contains 38822 members 
Mstep: Class 21 contains 46342 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43328 members 
Mstep: Class 24 contains 41821 members 
Mstep: Class 25 contains 40736 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 25 clusters Score -1.26941e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 42568 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44541 members 
Mstep: Class 5 contains 42025 members 
Mstep: Class 6 contains 31053 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43146 members 
Mstep: Class 9 contains 43158 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45635 members 
Mstep: Class 12 contains 47150 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23054 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 32578 members 
Mstep: Class 18 contains 46901 members 
Mstep: Class 19 contains 38851 members 
Mstep: Class 21 contains 46351 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43385 members 
Mstep: Class 24 contains 41848 members 
Mstep: Class 25 contains 40766 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 25 clusters Score -1.26941e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 42587 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44535 members 
Mstep: Class 5 contains 42036 members 
Mstep: Class 6 contains 30871 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43128 members 
Mstep: Class 9 contains 43181 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45689 members 
Mstep: Class 12 contains 47171 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23060 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 32582 members 
Mstep: Class 18 contains 46925 members 
Mstep: Class 19 contains 38894 members 
Mstep: Class 21 contains 46348 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43388 members 
Mstep: Class 24 contains 41878 members 
Mstep: Class 25 contains 40763 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 245Q: 25 clusters Score -1.269409e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 42575 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44535 members 
Mstep: Class 5 contains 42031 members 
Mstep: Class 6 contains 30700 members 
Mstep: Class 7 contains 538 members 
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Mstep: Class 9 contains 43201 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45733 members 
Mstep: Class 12 contains 47220 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23059 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 32586 members 
Mstep: Class 18 contains 46958 members 
Mstep: Class 19 contains 38917 members 
Mstep: Class 21 contains 46387 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43378 members 
Mstep: Class 24 contains 41892 members 
Mstep: Class 25 contains 40767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940872.000000 Penalty: 80096.007812
Iteration 246Q: 25 clusters Score -1.269409e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 42584 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44536 members 
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Mstep: Class 6 contains 30529 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43062 members 
Mstep: Class 9 contains 43235 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45737 members 
Mstep: Class 12 contains 47262 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23067 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 32584 members 
Mstep: Class 18 contains 46968 members 
Mstep: Class 19 contains 38960 members 
Mstep: Class 21 contains 46417 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43367 members 
Mstep: Class 24 contains 41917 members 
Mstep: Class 25 contains 40780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940696.000000 Penalty: 80096.007812
Iteration 247Q: 25 clusters Score -1.269407e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 42588 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44531 members 
Mstep: Class 5 contains 42046 members 
Mstep: Class 6 contains 30417 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43036 members 
Mstep: Class 9 contains 43231 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45732 members 
Mstep: Class 12 contains 47283 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23067 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 32575 members 
Mstep: Class 18 contains 46972 members 
Mstep: Class 19 contains 39030 members 
Mstep: Class 21 contains 46425 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43364 members 
Mstep: Class 24 contains 41933 members 
Mstep: Class 25 contains 40811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941152.000000 Penalty: 80096.007812
Iteration 248Q: 25 clusters Score -1.269412e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 42600 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44519 members 
Mstep: Class 5 contains 42071 members 
Mstep: Class 6 contains 30304 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43039 members 
Mstep: Class 9 contains 43235 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45728 members 
Mstep: Class 12 contains 47238 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23073 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32561 members 
Mstep: Class 18 contains 46980 members 
Mstep: Class 19 contains 39087 members 
Mstep: Class 21 contains 46453 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43346 members 
Mstep: Class 24 contains 41951 members 
Mstep: Class 25 contains 40864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941184.000000 Penalty: 80096.007812
Iteration 249Q: 25 clusters Score -1.269412e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 42600 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44498 members 
Mstep: Class 5 contains 42108 members 
Mstep: Class 6 contains 30153 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43041 members 
Mstep: Class 9 contains 43241 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45719 members 
Mstep: Class 12 contains 47253 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23078 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32562 members 
Mstep: Class 18 contains 46987 members 
Mstep: Class 19 contains 39136 members 
Mstep: Class 21 contains 46464 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43353 members 
Mstep: Class 24 contains 41953 members 
Mstep: Class 25 contains 40891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941152.000000 Penalty: 80096.007812
Iteration 250Q: 25 clusters Score -1.269412e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 42619 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44485 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 30000 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43013 members 
Mstep: Class 9 contains 43238 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45692 members 
Mstep: Class 12 contains 47311 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23088 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32560 members 
Mstep: Class 18 contains 46995 members 
Mstep: Class 19 contains 39200 members 
Mstep: Class 21 contains 46463 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43366 members 
Mstep: Class 24 contains 41954 members 
Mstep: Class 25 contains 40924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941408.000000 Penalty: 80096.007812
Iteration 251Q: 25 clusters Score -1.269414e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 42641 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44486 members 
Mstep: Class 5 contains 42118 members 
Mstep: Class 6 contains 29843 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43005 members 
Mstep: Class 9 contains 43233 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45650 members 
Mstep: Class 12 contains 47382 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23097 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 32543 members 
Mstep: Class 18 contains 46995 members 
Mstep: Class 19 contains 39250 members 
Mstep: Class 21 contains 46486 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43399 members 
Mstep: Class 24 contains 41962 members 
Mstep: Class 25 contains 40931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941184.000000 Penalty: 80096.007812
Iteration 252Q: 25 clusters Score -1.269412e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 42653 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44473 members 
Mstep: Class 5 contains 42123 members 
Mstep: Class 6 contains 29705 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42988 members 
Mstep: Class 9 contains 43203 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45613 members 
Mstep: Class 12 contains 47426 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23108 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32531 members 
Mstep: Class 18 contains 47009 members 
Mstep: Class 19 contains 39320 members 
Mstep: Class 21 contains 46518 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43428 members 
Mstep: Class 24 contains 41968 members 
Mstep: Class 25 contains 40960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940952.000000 Penalty: 80096.007812
Iteration 253Q: 25 clusters Score -1.26941e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 42665 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44456 members 
Mstep: Class 5 contains 42099 members 
Mstep: Class 6 contains 29574 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43012 members 
Mstep: Class 9 contains 43158 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45625 members 
Mstep: Class 12 contains 47424 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23111 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32511 members 
Mstep: Class 18 contains 47042 members 
Mstep: Class 19 contains 39385 members 
Mstep: Class 21 contains 46553 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43468 members 
Mstep: Class 24 contains 41978 members 
Mstep: Class 25 contains 40983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940784.000000 Penalty: 80096.007812
Iteration 254Q: 25 clusters Score -1.269408e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 42686 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44446 members 
Mstep: Class 5 contains 42080 members 
Mstep: Class 6 contains 29416 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42973 members 
Mstep: Class 9 contains 43127 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45662 members 
Mstep: Class 12 contains 47456 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23125 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32495 members 
Mstep: Class 18 contains 47057 members 
Mstep: Class 19 contains 39438 members 
Mstep: Class 21 contains 46558 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43516 members 
Mstep: Class 24 contains 42000 members 
Mstep: Class 25 contains 40976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941000.000000 Penalty: 80096.007812
Iteration 255Q: 25 clusters Score -1.26941e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 42710 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44459 members 
Mstep: Class 5 contains 42085 members 
Mstep: Class 6 contains 29224 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42932 members 
Mstep: Class 9 contains 43107 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45648 members 
Mstep: Class 12 contains 47464 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 23130 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32487 members 
Mstep: Class 18 contains 47081 members 
Mstep: Class 19 contains 39499 members 
Mstep: Class 21 contains 46597 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43584 members 
Mstep: Class 24 contains 42009 members 
Mstep: Class 25 contains 40999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941072.000000 Penalty: 80096.007812
Iteration 256Q: 25 clusters Score -1.269411e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 42762 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44451 members 
Mstep: Class 5 contains 42080 members 
Mstep: Class 6 contains 29041 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42894 members 
Mstep: Class 9 contains 43093 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45639 members 
Mstep: Class 12 contains 47498 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 23143 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32476 members 
Mstep: Class 18 contains 47090 members 
Mstep: Class 19 contains 39551 members 
Mstep: Class 21 contains 46623 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43632 members 
Mstep: Class 24 contains 42024 members 
Mstep: Class 25 contains 40988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941464.000000 Penalty: 80096.007812
Iteration 257Q: 25 clusters Score -1.269415e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 42806 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44422 members 
Mstep: Class 5 contains 42062 members 
Mstep: Class 6 contains 28868 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42865 members 
Mstep: Class 9 contains 43088 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45636 members 
Mstep: Class 12 contains 47508 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 23166 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32473 members 
Mstep: Class 18 contains 47081 members 
Mstep: Class 19 contains 39605 members 
Mstep: Class 21 contains 46661 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43669 members 
Mstep: Class 24 contains 42025 members 
Mstep: Class 25 contains 41011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941472.000000 Penalty: 80096.007812
Iteration 258Q: 25 clusters Score -1.269415e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 42871 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44397 members 
Mstep: Class 5 contains 42044 members 
Mstep: Class 6 contains 28698 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42827 members 
Mstep: Class 9 contains 43032 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45633 members 
Mstep: Class 12 contains 47541 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 23168 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32456 members 
Mstep: Class 18 contains 47082 members 
Mstep: Class 19 contains 39663 members 
Mstep: Class 21 contains 46697 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43719 members 
Mstep: Class 24 contains 42029 members 
Mstep: Class 25 contains 41046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941408.000000 Penalty: 80096.007812
Iteration 259Q: 25 clusters Score -1.269414e+08 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 42934 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44371 members 
Mstep: Class 5 contains 42030 members 
Mstep: Class 6 contains 28530 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42827 members 
Mstep: Class 9 contains 42996 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45623 members 
Mstep: Class 12 contains 47569 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 23182 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32439 members 
Mstep: Class 18 contains 47087 members 
Mstep: Class 19 contains 39732 members 
Mstep: Class 21 contains 46713 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43741 members 
Mstep: Class 24 contains 42032 members 
Mstep: Class 25 contains 41018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941424.000000 Penalty: 80096.007812
Iteration 260F: 25 clusters Score -1.269414e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 42959 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44377 members 
Mstep: Class 5 contains 41996 members 
Mstep: Class 6 contains 28377 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42793 members 
Mstep: Class 9 contains 42963 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45624 members 
Mstep: Class 12 contains 47607 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 23190 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32411 members 
Mstep: Class 18 contains 47088 members 
Mstep: Class 19 contains 39819 members 
Mstep: Class 21 contains 46722 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43783 members 
Mstep: Class 24 contains 42040 members 
Mstep: Class 25 contains 41012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941304.000000 Penalty: 80096.007812
Iteration 261Q: 25 clusters Score -1.269413e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 43016 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44389 members 
Mstep: Class 5 contains 41984 members 
Mstep: Class 6 contains 28228 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42768 members 
Mstep: Class 9 contains 42945 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45589 members 
Mstep: Class 12 contains 47614 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 23194 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32390 members 
Mstep: Class 18 contains 47079 members 
Mstep: Class 19 contains 39893 members 
Mstep: Class 21 contains 46720 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43799 members 
Mstep: Class 24 contains 42064 members 
Mstep: Class 25 contains 41030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941016.000000 Penalty: 80096.007812
Iteration 262Q: 25 clusters Score -1.26941e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 43055 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44409 members 
Mstep: Class 5 contains 41989 members 
Mstep: Class 6 contains 28053 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42763 members 
Mstep: Class 9 contains 42906 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45585 members 
Mstep: Class 12 contains 47616 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23200 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32384 members 
Mstep: Class 18 contains 47082 members 
Mstep: Class 19 contains 39954 members 
Mstep: Class 21 contains 46728 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43848 members 
Mstep: Class 24 contains 42078 members 
Mstep: Class 25 contains 41021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940960.000000 Penalty: 80096.007812
Iteration 263Q: 25 clusters Score -1.26941e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 43108 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44428 members 
Mstep: Class 5 contains 41991 members 
Mstep: Class 6 contains 27893 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42717 members 
Mstep: Class 9 contains 42867 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45574 members 
Mstep: Class 12 contains 47634 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23207 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32374 members 
Mstep: Class 18 contains 47076 members 
Mstep: Class 19 contains 40045 members 
Mstep: Class 21 contains 46732 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43868 members 
Mstep: Class 24 contains 42092 members 
Mstep: Class 25 contains 40997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940832.000000 Penalty: 80096.007812
Iteration 264Q: 25 clusters Score -1.269408e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 43167 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44453 members 
Mstep: Class 5 contains 41981 members 
Mstep: Class 6 contains 27735 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42703 members 
Mstep: Class 9 contains 42817 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45563 members 
Mstep: Class 12 contains 47666 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23201 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32361 members 
Mstep: Class 18 contains 47073 members 
Mstep: Class 19 contains 40119 members 
Mstep: Class 21 contains 46729 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43874 members 
Mstep: Class 24 contains 42114 members 
Mstep: Class 25 contains 40977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941016.000000 Penalty: 80096.007812
Iteration 265Q: 25 clusters Score -1.26941e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 43194 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44446 members 
Mstep: Class 5 contains 41962 members 
Mstep: Class 6 contains 27604 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42692 members 
Mstep: Class 9 contains 42804 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45531 members 
Mstep: Class 12 contains 47688 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23203 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32352 members 
Mstep: Class 18 contains 47082 members 
Mstep: Class 19 contains 40192 members 
Mstep: Class 21 contains 46733 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43915 members 
Mstep: Class 24 contains 42133 members 
Mstep: Class 25 contains 40961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940616.000000 Penalty: 80096.007812
Iteration 266Q: 25 clusters Score -1.269406e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 43245 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44433 members 
Mstep: Class 5 contains 41933 members 
Mstep: Class 6 contains 27488 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42670 members 
Mstep: Class 9 contains 42791 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45520 members 
Mstep: Class 12 contains 47676 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23208 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32345 members 
Mstep: Class 18 contains 47076 members 
Mstep: Class 19 contains 40278 members 
Mstep: Class 21 contains 46737 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43959 members 
Mstep: Class 24 contains 42137 members 
Mstep: Class 25 contains 40958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940680.000000 Penalty: 80096.007812
Iteration 267Q: 25 clusters Score -1.269407e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 43283 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44429 members 
Mstep: Class 5 contains 41914 members 
Mstep: Class 6 contains 27406 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42667 members 
Mstep: Class 9 contains 42780 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45516 members 
Mstep: Class 12 contains 47680 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23215 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32338 members 
Mstep: Class 18 contains 47082 members 
Mstep: Class 19 contains 40348 members 
Mstep: Class 21 contains 46735 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43923 members 
Mstep: Class 24 contains 42159 members 
Mstep: Class 25 contains 40962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940488.000000 Penalty: 80096.007812
Iteration 268Q: 25 clusters Score -1.269405e+08 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 43290 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44416 members 
Mstep: Class 5 contains 41908 members 
Mstep: Class 6 contains 27299 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42674 members 
Mstep: Class 9 contains 42774 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45473 members 
Mstep: Class 12 contains 47678 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23217 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32333 members 
Mstep: Class 18 contains 47087 members 
Mstep: Class 19 contains 40429 members 
Mstep: Class 21 contains 46752 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43912 members 
Mstep: Class 24 contains 42182 members 
Mstep: Class 25 contains 40985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940512.000000 Penalty: 80096.007812
Iteration 269Q: 25 clusters Score -1.269405e+08 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 43334 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44388 members 
Mstep: Class 5 contains 41898 members 
Mstep: Class 6 contains 27188 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42693 members 
Mstep: Class 9 contains 42768 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45435 members 
Mstep: Class 12 contains 47643 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23218 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32329 members 
Mstep: Class 18 contains 47089 members 
Mstep: Class 19 contains 40498 members 
Mstep: Class 21 contains 46777 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43921 members 
Mstep: Class 24 contains 42197 members 
Mstep: Class 25 contains 41013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940656.000000 Penalty: 80096.007812
Iteration 270Q: 25 clusters Score -1.269407e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 43342 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44380 members 
Mstep: Class 5 contains 41886 members 
Mstep: Class 6 contains 27079 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42688 members 
Mstep: Class 9 contains 42768 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45414 members 
Mstep: Class 12 contains 47636 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23221 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32315 members 
Mstep: Class 18 contains 47085 members 
Mstep: Class 19 contains 40581 members 
Mstep: Class 21 contains 46795 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43952 members 
Mstep: Class 24 contains 42213 members 
Mstep: Class 25 contains 41018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940472.000000 Penalty: 80096.007812
Iteration 271Q: 25 clusters Score -1.269405e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 43388 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44369 members 
Mstep: Class 5 contains 41889 members 
Mstep: Class 6 contains 26991 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42709 members 
Mstep: Class 9 contains 42760 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45418 members 
Mstep: Class 12 contains 47640 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23228 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32310 members 
Mstep: Class 18 contains 47081 members 
Mstep: Class 19 contains 40655 members 
Mstep: Class 21 contains 46779 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43946 members 
Mstep: Class 24 contains 42210 members 
Mstep: Class 25 contains 41018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940320.000000 Penalty: 80096.007812
Iteration 272Q: 25 clusters Score -1.269403e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 43419 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44347 members 
Mstep: Class 5 contains 41894 members 
Mstep: Class 6 contains 26900 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42717 members 
Mstep: Class 9 contains 42750 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45432 members 
Mstep: Class 12 contains 47630 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23230 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32313 members 
Mstep: Class 18 contains 47098 members 
Mstep: Class 19 contains 40732 members 
Mstep: Class 21 contains 46759 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43939 members 
Mstep: Class 24 contains 42220 members 
Mstep: Class 25 contains 41047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940472.000000 Penalty: 80096.007812
Iteration 273Q: 25 clusters Score -1.269405e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 43447 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44349 members 
Mstep: Class 5 contains 41895 members 
Mstep: Class 6 contains 26810 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42723 members 
Mstep: Class 9 contains 42742 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45430 members 
Mstep: Class 12 contains 47617 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23220 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32312 members 
Mstep: Class 18 contains 47107 members 
Mstep: Class 19 contains 40793 members 
Mstep: Class 21 contains 46748 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43949 members 
Mstep: Class 24 contains 42245 members 
Mstep: Class 25 contains 41072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940248.000000 Penalty: 80096.007812
Iteration 274Q: 25 clusters Score -1.269402e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 43500 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44355 members 
Mstep: Class 5 contains 41886 members 
Mstep: Class 6 contains 26719 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42723 members 
Mstep: Class 9 contains 42720 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45435 members 
Mstep: Class 12 contains 47606 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23222 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 32318 members 
Mstep: Class 18 contains 47127 members 
Mstep: Class 19 contains 40840 members 
Mstep: Class 21 contains 46745 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43948 members 
Mstep: Class 24 contains 42260 members 
Mstep: Class 25 contains 41078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940384.000000 Penalty: 80096.007812
Iteration 275Q: 25 clusters Score -1.269404e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 43539 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44355 members 
Mstep: Class 5 contains 41867 members 
Mstep: Class 6 contains 26614 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42704 members 
Mstep: Class 9 contains 42699 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45448 members 
Mstep: Class 12 contains 47609 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23234 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32315 members 
Mstep: Class 18 contains 47143 members 
Mstep: Class 19 contains 40897 members 
Mstep: Class 21 contains 46735 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43946 members 
Mstep: Class 24 contains 42278 members 
Mstep: Class 25 contains 41111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940520.000000 Penalty: 80096.007812
Iteration 276Q: 25 clusters Score -1.269405e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 43569 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44358 members 
Mstep: Class 5 contains 41858 members 
Mstep: Class 6 contains 26541 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42716 members 
Mstep: Class 9 contains 42685 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45421 members 
Mstep: Class 12 contains 47615 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23242 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32317 members 
Mstep: Class 18 contains 47150 members 
Mstep: Class 19 contains 40984 members 
Mstep: Class 21 contains 46733 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43923 members 
Mstep: Class 24 contains 42294 members 
Mstep: Class 25 contains 41118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940320.000000 Penalty: 80096.007812
Iteration 277Q: 25 clusters Score -1.269403e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 43610 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44366 members 
Mstep: Class 5 contains 41839 members 
Mstep: Class 6 contains 26477 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42722 members 
Mstep: Class 9 contains 42664 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45427 members 
Mstep: Class 12 contains 47572 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23246 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32330 members 
Mstep: Class 18 contains 47152 members 
Mstep: Class 19 contains 41055 members 
Mstep: Class 21 contains 46741 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43933 members 
Mstep: Class 24 contains 42295 members 
Mstep: Class 25 contains 41129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940288.000000 Penalty: 80096.007812
Iteration 278Q: 25 clusters Score -1.269403e+08 nChanged 1365
Entering ConstructFrom: 
Score: -126940288.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (39447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Entering Unmasked Estep 
Score: -7221153.500000 Penalty: 2624.512939
	Iteration 0F: 2 clusters Score -7221154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -7194568.000000 Penalty: 5249.025879
	Iteration 0F: 3 clusters Score -7194568 nChanged 17969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -7204533.500000 Penalty: 5249.025879
	Iteration 1F: 3 clusters Score -7204534 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -7205116.000000 Penalty: 5249.025879
	Iteration 2Q: 3 clusters Score -7205116 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -7205794.500000 Penalty: 5249.025879
	Iteration 3Q: 3 clusters Score -7205794 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -7206643.500000 Penalty: 5249.025879
	Iteration 4Q: 3 clusters Score -7206644 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -7207610.500000 Penalty: 5249.025879
	Iteration 5Q: 3 clusters Score -7207610 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -7208784.500000 Penalty: 5249.025879
	Iteration 6Q: 3 clusters Score -7208784 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -7210050.000000 Penalty: 5249.025879
	Iteration 7F: 3 clusters Score -7210050 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -7211360.500000 Penalty: 5249.025879
	Iteration 8F: 3 clusters Score -7211360 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -7212544.000000 Penalty: 5249.025879
	Iteration 9Q: 3 clusters Score -7212544 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -7213448.500000 Penalty: 5249.025879
	Iteration 10Q: 3 clusters Score -7213448 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -7214015.000000 Penalty: 5249.025879
	Iteration 11Q: 3 clusters Score -7214015 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -7214380.000000 Penalty: 5249.025879
	Iteration 12Q: 3 clusters Score -7214380 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -7214582.500000 Penalty: 5249.025879
	Iteration 13Q: 3 clusters Score -7214582 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -7214743.500000 Penalty: 5249.025879
	Iteration 14Q: 3 clusters Score -7214744 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -7214922.000000 Penalty: 5249.025879
	Iteration 15Q: 3 clusters Score -7214922 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -7215073.500000 Penalty: 5249.025879
	Iteration 16Q: 3 clusters Score -7215074 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -7215202.500000 Penalty: 5249.025879
	Iteration 17Q: 3 clusters Score -7215202 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -7215400.500000 Penalty: 5249.025879
	Iteration 18Q: 3 clusters Score -7215400 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -7215611.000000 Penalty: 5249.025879
	Iteration 19Q: 3 clusters Score -7215611 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -7215875.500000 Penalty: 5249.025879
	Iteration 20F: 3 clusters Score -7215876 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -7216131.500000 Penalty: 5249.025879
	Iteration 21Q: 3 clusters Score -7216132 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -7216432.500000 Penalty: 5249.025879
	Iteration 22Q: 3 clusters Score -7216432 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -7216753.500000 Penalty: 5249.025879
	Iteration 23Q: 3 clusters Score -7216754 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -7217033.500000 Penalty: 5249.025879
	Iteration 24Q: 3 clusters Score -7217034 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7217364.000000 Penalty: 5249.025879
	Iteration 25Q: 3 clusters Score -7217364 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7217657.000000 Penalty: 5249.025879
	Iteration 26Q: 3 clusters Score -7217657 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7217926.000000 Penalty: 5249.025879
	Iteration 27Q: 3 clusters Score -7217926 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7218119.500000 Penalty: 5249.025879
	Iteration 28Q: 3 clusters Score -7218120 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -7218277.500000 Penalty: 5249.025879
	Iteration 29Q: 3 clusters Score -7218278 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7218390.000000 Penalty: 5249.025879
	Iteration 30Q: 3 clusters Score -7218390 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7218489.000000 Penalty: 5249.025879
	Iteration 31Q: 3 clusters Score -7218489 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7218547.500000 Penalty: 5249.025879
	Iteration 32Q: 3 clusters Score -7218548 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7218595.000000 Penalty: 5249.025879
	Iteration 33Q: 3 clusters Score -7218595 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7218652.000000 Penalty: 5249.025879
	Iteration 34Q: 3 clusters Score -7218652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7218690.000000 Penalty: 5249.025879
	Iteration 35Q: 3 clusters Score -7218690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7218729.500000 Penalty: 5249.025879
	Iteration 36Q: 3 clusters Score -7218730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7218760.000000 Penalty: 5249.025879
	Iteration 37Q: 3 clusters Score -7218760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7218792.500000 Penalty: 5249.025879
	Iteration 38Q: 3 clusters Score -7218792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7218816.000000 Penalty: 5249.025879
	Iteration 39Q: 3 clusters Score -7218816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7218832.500000 Penalty: 5249.025879
	Iteration 40F: 3 clusters Score -7218832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7218849.500000 Penalty: 5249.025879
	Iteration 41Q: 3 clusters Score -7218850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7218861.000000 Penalty: 5249.025879
	Iteration 42Q: 3 clusters Score -7218861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7218876.000000 Penalty: 5249.025879
	Iteration 43Q: 3 clusters Score -7218876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7218874.000000 Penalty: 5249.025879
	Iteration 44Q: 3 clusters Score -7218874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7218879.500000 Penalty: 5249.025879
	Iteration 45Q: 3 clusters Score -7218880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7218882.500000 Penalty: 5249.025879
	Iteration 46Q: 3 clusters Score -7218882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7218886.500000 Penalty: 5249.025879
	Iteration 47Q: 3 clusters Score -7218886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7218881.500000 Penalty: 5249.025879
	Iteration 48Q: 3 clusters Score -7218882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7218882.500000 Penalty: 5249.025879
	Iteration 49Q: 3 clusters Score -7218882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7218886.500000 Penalty: 5249.025879
	Iteration 50Q: 3 clusters Score -7218886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7218886.000000 Penalty: 5249.025879
	Iteration 51Q: 3 clusters Score -7218886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7218889.500000 Penalty: 5249.025879
	Iteration 52Q: 3 clusters Score -7218890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7218893.500000 Penalty: 5249.025879
	Iteration 53Q: 3 clusters Score -7218894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7218897.000000 Penalty: 5249.025879
	Iteration 54Q: 3 clusters Score -7218897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7218892.000000 Penalty: 5249.025879
	Iteration 55Q: 3 clusters Score -7218892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7218888.000000 Penalty: 5249.025879
	Iteration 56Q: 3 clusters Score -7218888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7218886.000000 Penalty: 5249.025879
	Iteration 57Q: 3 clusters Score -7218886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7218887.500000 Penalty: 5249.025879
	Iteration 58Q: 3 clusters Score -7218888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7218890.000000 Penalty: 5249.025879
	Iteration 59Q: 3 clusters Score -7218890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7218897.000000 Penalty: 5249.025879
	Iteration 60F: 3 clusters Score -7218897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7218898.000000 Penalty: 5249.025879
	Iteration 61Q: 3 clusters Score -7218898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7218906.000000 Penalty: 5249.025879
	Iteration 62Q: 3 clusters Score -7218906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7218899.000000 Penalty: 5249.025879
	Iteration 63Q: 3 clusters Score -7218899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7218898.000000 Penalty: 5249.025879
	Iteration 64Q: 3 clusters Score -7218898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7218900.500000 Penalty: 5249.025879
	Iteration 65Q: 3 clusters Score -7218900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7218900.500000 Penalty: 5249.025879
	Iteration 66F: 3 clusters Score -7218900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Entering Unmasked Estep 
Score: -8106310.500000 Penalty: 2649.513672
	Iteration 0F: 2 clusters Score -8106310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -8077425.000000 Penalty: 5299.027344
	Iteration 0F: 3 clusters Score -8077425 nChanged 20082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -8088352.000000 Penalty: 5299.027344
	Iteration 1F: 3 clusters Score -8088352 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -8088762.000000 Penalty: 5299.027344
	Iteration 2Q: 3 clusters Score -8088762 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -8089137.000000 Penalty: 5299.027344
	Iteration 3Q: 3 clusters Score -8089137 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -8089417.500000 Penalty: 5299.027344
	Iteration 4Q: 3 clusters Score -8089418 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -8089650.000000 Penalty: 5299.027344
	Iteration 5Q: 3 clusters Score -8089650 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -8089849.000000 Penalty: 5299.027344
	Iteration 6Q: 3 clusters Score -8089849 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -8090103.500000 Penalty: 5299.027344
	Iteration 7Q: 3 clusters Score -8090104 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -8090281.500000 Penalty: 5299.027344
	Iteration 8Q: 3 clusters Score -8090282 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -8090527.000000 Penalty: 5299.027344
	Iteration 9Q: 3 clusters Score -8090527 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -8090878.000000 Penalty: 5299.027344
	Iteration 10Q: 3 clusters Score -8090878 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -8091337.000000 Penalty: 5299.027344
	Iteration 11Q: 3 clusters Score -8091337 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -8092061.500000 Penalty: 5299.027344
	Iteration 12Q: 3 clusters Score -8092062 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -8093085.500000 Penalty: 5299.027344
	Iteration 13Q: 3 clusters Score -8093086 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -8094568.500000 Penalty: 5299.027344
	Iteration 14F: 3 clusters Score -8094568 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -8096358.500000 Penalty: 5299.027344
	Iteration 15F: 3 clusters Score -8096358 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -8098176.500000 Penalty: 5299.027344
	Iteration 16F: 3 clusters Score -8098176 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -8099537.000000 Penalty: 5299.027344
	Iteration 17Q: 3 clusters Score -8099537 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -8100247.500000 Penalty: 5299.027344
	Iteration 18Q: 3 clusters Score -8100248 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -8100656.000000 Penalty: 5299.027344
	Iteration 19Q: 3 clusters Score -8100656 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -8101090.000000 Penalty: 5299.027344
	Iteration 20F: 3 clusters Score -8101090 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -8101430.000000 Penalty: 5299.027344
	Iteration 21Q: 3 clusters Score -8101430 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -8101708.500000 Penalty: 5299.027344
	Iteration 22Q: 3 clusters Score -8101708 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -8102038.500000 Penalty: 5299.027344
	Iteration 23Q: 3 clusters Score -8102038 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -8102322.500000 Penalty: 5299.027344
	Iteration 24Q: 3 clusters Score -8102322 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -8102590.000000 Penalty: 5299.027344
	Iteration 25Q: 3 clusters Score -8102590 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -8102853.000000 Penalty: 5299.027344
	Iteration 26Q: 3 clusters Score -8102853 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -8103082.500000 Penalty: 5299.027344
	Iteration 27Q: 3 clusters Score -8103082 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -8103309.500000 Penalty: 5299.027344
	Iteration 28Q: 3 clusters Score -8103310 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -8103516.000000 Penalty: 5299.027344
	Iteration 29Q: 3 clusters Score -8103516 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -8103614.000000 Penalty: 5299.027344
	Iteration 30Q: 3 clusters Score -8103614 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -8103723.000000 Penalty: 5299.027344
	Iteration 31Q: 3 clusters Score -8103723 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -8103830.500000 Penalty: 5299.027344
	Iteration 32Q: 3 clusters Score -8103830 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -8103898.500000 Penalty: 5299.027344
	Iteration 33Q: 3 clusters Score -8103898 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -8103967.000000 Penalty: 5299.027344
	Iteration 34Q: 3 clusters Score -8103967 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -8104019.500000 Penalty: 5299.027344
	Iteration 35Q: 3 clusters Score -8104020 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -8104056.500000 Penalty: 5299.027344
	Iteration 36Q: 3 clusters Score -8104056 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -8104095.000000 Penalty: 5299.027344
	Iteration 37Q: 3 clusters Score -8104095 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -8104120.000000 Penalty: 5299.027344
	Iteration 38Q: 3 clusters Score -8104120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -8104136.500000 Penalty: 5299.027344
	Iteration 39Q: 3 clusters Score -8104136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -8104151.000000 Penalty: 5299.027344
	Iteration 40F: 3 clusters Score -8104151 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -8104172.500000 Penalty: 5299.027344
	Iteration 41Q: 3 clusters Score -8104172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -8104186.500000 Penalty: 5299.027344
	Iteration 42Q: 3 clusters Score -8104186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -8104196.500000 Penalty: 5299.027344
	Iteration 43Q: 3 clusters Score -8104196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -8104218.000000 Penalty: 5299.027344
	Iteration 44Q: 3 clusters Score -8104218 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -8104230.000000 Penalty: 5299.027344
	Iteration 45Q: 3 clusters Score -8104230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -8104246.000000 Penalty: 5299.027344
	Iteration 46Q: 3 clusters Score -8104246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -8104245.000000 Penalty: 5299.027344
	Iteration 47Q: 3 clusters Score -8104245 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -8104245.000000 Penalty: 5299.027344
	Iteration 48Q: 3 clusters Score -8104245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -8104266.500000 Penalty: 5299.027344
	Iteration 49Q: 3 clusters Score -8104266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -8104273.500000 Penalty: 5299.027344
	Iteration 50Q: 3 clusters Score -8104274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -8104284.000000 Penalty: 5299.027344
	Iteration 51Q: 3 clusters Score -8104284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -8104284.500000 Penalty: 5299.027344
	Iteration 52Q: 3 clusters Score -8104284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -8104299.000000 Penalty: 5299.027344
	Iteration 53Q: 3 clusters Score -8104299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -8104305.500000 Penalty: 5299.027344
	Iteration 54Q: 3 clusters Score -8104306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -8104302.000000 Penalty: 5299.027344
	Iteration 55Q: 3 clusters Score -8104302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -8104307.500000 Penalty: 5299.027344
	Iteration 56Q: 3 clusters Score -8104308 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -8104318.000000 Penalty: 5299.027344
	Iteration 57Q: 3 clusters Score -8104318 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -8104336.000000 Penalty: 5299.027344
	Iteration 58Q: 3 clusters Score -8104336 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -8104343.000000 Penalty: 5299.027344
	Iteration 59Q: 3 clusters Score -8104343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -8104330.500000 Penalty: 5299.027344
	Iteration 60F: 3 clusters Score -8104330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -8104326.000000 Penalty: 5299.027344
	Iteration 61Q: 3 clusters Score -8104326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -8104333.500000 Penalty: 5299.027344
	Iteration 62Q: 3 clusters Score -8104334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -8104333.500000 Penalty: 5299.027344
	Iteration 63Q: 3 clusters Score -8104334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -8104337.000000 Penalty: 5299.027344
	Iteration 64Q: 3 clusters Score -8104337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -8104344.500000 Penalty: 5299.027344
	Iteration 65Q: 3 clusters Score -8104344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -8104349.500000 Penalty: 5299.027344
	Iteration 66Q: 3 clusters Score -8104350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -8104360.500000 Penalty: 5299.027344
	Iteration 67Q: 3 clusters Score -8104360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -8104374.000000 Penalty: 5299.027344
	Iteration 68Q: 3 clusters Score -8104374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -8104378.500000 Penalty: 5299.027344
	Iteration 69Q: 3 clusters Score -8104378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8104382.500000 Penalty: 5299.027344
	Iteration 70Q: 3 clusters Score -8104382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -8104382.500000 Penalty: 5299.027344
	Iteration 71Q: 3 clusters Score -8104382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -8104389.500000 Penalty: 5299.027344
	Iteration 72Q: 3 clusters Score -8104390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -8104382.500000 Penalty: 5299.027344
	Iteration 73Q: 3 clusters Score -8104382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -8104388.500000 Penalty: 5299.027344
	Iteration 74Q: 3 clusters Score -8104388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -8104391.000000 Penalty: 5299.027344
	Iteration 75Q: 3 clusters Score -8104391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -8104390.500000 Penalty: 5299.027344
	Iteration 76Q: 3 clusters Score -8104390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -8104397.000000 Penalty: 5299.027344
	Iteration 77Q: 3 clusters Score -8104397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -8104389.000000 Penalty: 5299.027344
	Iteration 78Q: 3 clusters Score -8104389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -8104396.000000 Penalty: 5299.027344
	Iteration 79Q: 3 clusters Score -8104396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -8104405.000000 Penalty: 5299.027344
	Iteration 80F: 3 clusters Score -8104405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -8104401.500000 Penalty: 5299.027344
	Iteration 81Q: 3 clusters Score -8104402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -8104401.000000 Penalty: 5299.027344
	Iteration 82Q: 3 clusters Score -8104401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -8104396.000000 Penalty: 5299.027344
	Iteration 83Q: 3 clusters Score -8104396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -8104396.000000 Penalty: 5299.027344
	Iteration 84Q: 3 clusters Score -8104396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -8104392.500000 Penalty: 5299.027344
	Iteration 85Q: 3 clusters Score -8104392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -8104390.500000 Penalty: 5299.027344
	Iteration 86Q: 3 clusters Score -8104390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -8104387.500000 Penalty: 5299.027344
	Iteration 87Q: 3 clusters Score -8104388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -8104388.000000 Penalty: 5299.027344
	Iteration 88Q: 3 clusters Score -8104388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -8104385.000000 Penalty: 5299.027344
	Iteration 89Q: 3 clusters Score -8104385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -8104390.500000 Penalty: 5299.027344
	Iteration 90Q: 3 clusters Score -8104390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -8104384.500000 Penalty: 5299.027344
	Iteration 91Q: 3 clusters Score -8104384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -8104374.000000 Penalty: 5299.027344
	Iteration 92Q: 3 clusters Score -8104374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -8104373.500000 Penalty: 5299.027344
	Iteration 93Q: 3 clusters Score -8104374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -8104364.000000 Penalty: 5299.027344
	Iteration 94Q: 3 clusters Score -8104364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -8104361.000000 Penalty: 5299.027344
	Iteration 95Q: 3 clusters Score -8104361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -8104364.000000 Penalty: 5299.027344
	Iteration 96Q: 3 clusters Score -8104364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -8104359.000000 Penalty: 5299.027344
	Iteration 97Q: 3 clusters Score -8104359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -8104362.000000 Penalty: 5299.027344
	Iteration 98Q: 3 clusters Score -8104362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -8104362.500000 Penalty: 5299.027344
	Iteration 99Q: 3 clusters Score -8104362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -8104365.500000 Penalty: 5299.027344
	Iteration 100F: 3 clusters Score -8104366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -8104373.000000 Penalty: 5299.027344
	Iteration 101Q: 3 clusters Score -8104373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -8104375.000000 Penalty: 5299.027344
	Iteration 102Q: 3 clusters Score -8104375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -8104380.000000 Penalty: 5299.027344
	Iteration 103Q: 3 clusters Score -8104380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -8104371.500000 Penalty: 5299.027344
	Iteration 104Q: 3 clusters Score -8104372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -8104378.500000 Penalty: 5299.027344
	Iteration 105Q: 3 clusters Score -8104378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -8104366.500000 Penalty: 5299.027344
	Iteration 106Q: 3 clusters Score -8104366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -8104366.000000 Penalty: 5299.027344
	Iteration 107Q: 3 clusters Score -8104366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -8104368.500000 Penalty: 5299.027344
	Iteration 108Q: 3 clusters Score -8104368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -8104366.000000 Penalty: 5299.027344
	Iteration 109Q: 3 clusters Score -8104366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -8104360.500000 Penalty: 5299.027344
	Iteration 110Q: 3 clusters Score -8104360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -8104364.500000 Penalty: 5299.027344
	Iteration 111Q: 3 clusters Score -8104364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -8104373.500000 Penalty: 5299.027344
	Iteration 112Q: 3 clusters Score -8104374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -8104373.500000 Penalty: 5299.027344
	Iteration 113Q: 3 clusters Score -8104374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -8104377.000000 Penalty: 5299.027344
	Iteration 114Q: 3 clusters Score -8104377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -8104369.000000 Penalty: 5299.027344
	Iteration 115Q: 3 clusters Score -8104369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -8104369.000000 Penalty: 5299.027344
	Iteration 116F: 3 clusters Score -8104369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -120832.625000 Penalty: 1698.041870
	Iteration 0F: 2 clusters Score -120832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119113.515625 Penalty: 3396.083740
	Iteration 0F: 3 clusters Score -119113.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -119810.906250 Penalty: 3396.083740
	Iteration 1F: 3 clusters Score -119810.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -120203.929688 Penalty: 3396.083740
	Iteration 2F: 3 clusters Score -120203.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -120425.593750 Penalty: 3396.083740
	Iteration 3F: 3 clusters Score -120425.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -120581.320312 Penalty: 3396.083740
	Iteration 4Q: 3 clusters Score -120581.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -120689.976562 Penalty: 3396.083740
	Iteration 5Q: 3 clusters Score -120690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -120764.523438 Penalty: 3396.083740
	Iteration 6Q: 3 clusters Score -120764.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -120817.125000 Penalty: 3396.083740
	Iteration 7Q: 3 clusters Score -120817.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -120850.445312 Penalty: 3396.083740
	Iteration 8Q: 3 clusters Score -120850.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -120879.265625 Penalty: 3396.083740
	Iteration 9Q: 3 clusters Score -120879.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -120908.312500 Penalty: 3396.083740
	Iteration 10Q: 3 clusters Score -120908.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -120944.296875 Penalty: 3396.083740
	Iteration 11Q: 3 clusters Score -120944.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -120966.734375 Penalty: 3396.083740
	Iteration 12Q: 3 clusters Score -120966.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -120983.742188 Penalty: 3396.083740
	Iteration 13Q: 3 clusters Score -120983.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -121006.039062 Penalty: 3396.083740
	Iteration 14Q: 3 clusters Score -121006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -121024.390625 Penalty: 3396.083740
	Iteration 15Q: 3 clusters Score -121024.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -121060.773438 Penalty: 3396.083740
	Iteration 16Q: 3 clusters Score -121060.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121088.632812 Penalty: 3396.083740
	Iteration 17Q: 3 clusters Score -121088.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -121110.578125 Penalty: 3396.083740
	Iteration 18Q: 3 clusters Score -121110.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -121137.257812 Penalty: 3396.083740
	Iteration 19Q: 3 clusters Score -121137.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -121158.382812 Penalty: 3396.083740
	Iteration 20F: 3 clusters Score -121158.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -121192.109375 Penalty: 3396.083740
	Iteration 21Q: 3 clusters Score -121192.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -121260.054688 Penalty: 3396.083740
	Iteration 22Q: 3 clusters Score -121260.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121319.554688 Penalty: 3396.083740
	Iteration 23Q: 3 clusters Score -121319.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121332.085938 Penalty: 3396.083740
	Iteration 24Q: 3 clusters Score -121332.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121336.695312 Penalty: 3396.083740
	Iteration 25Q: 3 clusters Score -121336.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -121340.265625 Penalty: 3396.083740
	Iteration 26Q: 3 clusters Score -121340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -121343.765625 Penalty: 3396.083740
	Iteration 27Q: 3 clusters Score -121343.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -121352.148438 Penalty: 3396.083740
	Iteration 28Q: 3 clusters Score -121352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -121352.148438 Penalty: 3396.083740
	Iteration 29F: 3 clusters Score -121352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 43631 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 44379 members 
Mstep: Class 5 contains 41828 members 
Mstep: Class 6 contains 26443 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42748 members 
Mstep: Class 9 contains 42646 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45422 members 
Mstep: Class 12 contains 47588 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23258 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32325 members 
Mstep: Class 18 contains 47151 members 
Mstep: Class 19 contains 41113 members 
Mstep: Class 20 contains 461 members 
Mstep: Class 21 contains 46740 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43912 members 
Mstep: Class 24 contains 42293 members 
Mstep: Class 25 contains 41129 members 
Entering Unmasked Estep 
Score: -126938976.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126940288.000000 to -126938976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (44379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Entering Unmasked Estep 
Score: -8115898.000000 Penalty: 2653.729248
	Iteration 0F: 2 clusters Score -8115898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -8086196.500000 Penalty: 5307.458496
	Iteration 0F: 3 clusters Score -8086196 nChanged 20432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -8097638.000000 Penalty: 5307.458496
	Iteration 1F: 3 clusters Score -8097638 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -8098282.500000 Penalty: 5307.458496
	Iteration 2Q: 3 clusters Score -8098282 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -8099066.500000 Penalty: 5307.458496
	Iteration 3Q: 3 clusters Score -8099066 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -8100098.000000 Penalty: 5307.458496
	Iteration 4Q: 3 clusters Score -8100098 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -8101501.500000 Penalty: 5307.458496
	Iteration 5F: 3 clusters Score -8101502 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -8103423.500000 Penalty: 5307.458496
	Iteration 6F: 3 clusters Score -8103424 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -8105743.000000 Penalty: 5307.458496
	Iteration 7F: 3 clusters Score -8105743 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -8108349.500000 Penalty: 5307.458496
	Iteration 8F: 3 clusters Score -8108350 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -8110753.000000 Penalty: 5307.458496
	Iteration 9F: 3 clusters Score -8110753 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -8112024.000000 Penalty: 5307.458496
	Iteration 10Q: 3 clusters Score -8112024 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -8112588.000000 Penalty: 5307.458496
	Iteration 11Q: 3 clusters Score -8112588 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -8112935.000000 Penalty: 5307.458496
	Iteration 12Q: 3 clusters Score -8112935 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -8113205.500000 Penalty: 5307.458496
	Iteration 13Q: 3 clusters Score -8113206 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -8113423.000000 Penalty: 5307.458496
	Iteration 14Q: 3 clusters Score -8113423 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -8113533.500000 Penalty: 5307.458496
	Iteration 15Q: 3 clusters Score -8113534 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -8113665.500000 Penalty: 5307.458496
	Iteration 16Q: 3 clusters Score -8113666 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -8113775.000000 Penalty: 5307.458496
	Iteration 17Q: 3 clusters Score -8113775 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -8113842.500000 Penalty: 5307.458496
	Iteration 18Q: 3 clusters Score -8113842 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -8113903.000000 Penalty: 5307.458496
	Iteration 19Q: 3 clusters Score -8113903 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -8113967.000000 Penalty: 5307.458496
	Iteration 20F: 3 clusters Score -8113967 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -8114069.500000 Penalty: 5307.458496
	Iteration 21Q: 3 clusters Score -8114070 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -8114131.500000 Penalty: 5307.458496
	Iteration 22Q: 3 clusters Score -8114132 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -8114206.000000 Penalty: 5307.458496
	Iteration 23Q: 3 clusters Score -8114206 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -8114272.500000 Penalty: 5307.458496
	Iteration 24Q: 3 clusters Score -8114272 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -8114315.500000 Penalty: 5307.458496
	Iteration 25Q: 3 clusters Score -8114316 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -8114348.000000 Penalty: 5307.458496
	Iteration 26Q: 3 clusters Score -8114348 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -8114386.000000 Penalty: 5307.458496
	Iteration 27Q: 3 clusters Score -8114386 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -8114432.000000 Penalty: 5307.458496
	Iteration 28Q: 3 clusters Score -8114432 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -8114462.000000 Penalty: 5307.458496
	Iteration 29Q: 3 clusters Score -8114462 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -8114462.000000 Penalty: 5307.458496
	Iteration 30Q: 3 clusters Score -8114462 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -8114492.000000 Penalty: 5307.458496
	Iteration 31Q: 3 clusters Score -8114492 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -8114490.000000 Penalty: 5307.458496
	Iteration 32Q: 3 clusters Score -8114490 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -8114501.500000 Penalty: 5307.458496
	Iteration 33Q: 3 clusters Score -8114502 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -8114512.500000 Penalty: 5307.458496
	Iteration 34Q: 3 clusters Score -8114512 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -8114533.000000 Penalty: 5307.458496
	Iteration 35Q: 3 clusters Score -8114533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -8114551.000000 Penalty: 5307.458496
	Iteration 36Q: 3 clusters Score -8114551 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -8114577.000000 Penalty: 5307.458496
	Iteration 37Q: 3 clusters Score -8114577 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -8114594.500000 Penalty: 5307.458496
	Iteration 38Q: 3 clusters Score -8114594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -8114596.000000 Penalty: 5307.458496
	Iteration 39Q: 3 clusters Score -8114596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -8114616.500000 Penalty: 5307.458496
	Iteration 40F: 3 clusters Score -8114616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -8114612.500000 Penalty: 5307.458496
	Iteration 41Q: 3 clusters Score -8114612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -8114611.500000 Penalty: 5307.458496
	Iteration 42Q: 3 clusters Score -8114612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -8114622.000000 Penalty: 5307.458496
	Iteration 43Q: 3 clusters Score -8114622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -8114630.000000 Penalty: 5307.458496
	Iteration 44Q: 3 clusters Score -8114630 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -8114631.000000 Penalty: 5307.458496
	Iteration 45Q: 3 clusters Score -8114631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -8114633.000000 Penalty: 5307.458496
	Iteration 46Q: 3 clusters Score -8114633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -8114637.500000 Penalty: 5307.458496
	Iteration 47Q: 3 clusters Score -8114638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -8114640.000000 Penalty: 5307.458496
	Iteration 48Q: 3 clusters Score -8114640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -8114657.000000 Penalty: 5307.458496
	Iteration 49Q: 3 clusters Score -8114657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -8114660.000000 Penalty: 5307.458496
	Iteration 50Q: 3 clusters Score -8114660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -8114655.500000 Penalty: 5307.458496
	Iteration 51Q: 3 clusters Score -8114656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -8114653.000000 Penalty: 5307.458496
	Iteration 52Q: 3 clusters Score -8114653 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -8114651.500000 Penalty: 5307.458496
	Iteration 53Q: 3 clusters Score -8114652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -8114653.500000 Penalty: 5307.458496
	Iteration 54Q: 3 clusters Score -8114654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -8114649.500000 Penalty: 5307.458496
	Iteration 55Q: 3 clusters Score -8114650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -8114647.500000 Penalty: 5307.458496
	Iteration 56Q: 3 clusters Score -8114648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -8114655.500000 Penalty: 5307.458496
	Iteration 57Q: 3 clusters Score -8114656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -8114668.500000 Penalty: 5307.458496
	Iteration 58Q: 3 clusters Score -8114668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -8114683.500000 Penalty: 5307.458496
	Iteration 59Q: 3 clusters Score -8114684 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -8114688.000000 Penalty: 5307.458496
	Iteration 60F: 3 clusters Score -8114688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -8114698.500000 Penalty: 5307.458496
	Iteration 61Q: 3 clusters Score -8114698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -8114708.000000 Penalty: 5307.458496
	Iteration 62Q: 3 clusters Score -8114708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -8114715.500000 Penalty: 5307.458496
	Iteration 63Q: 3 clusters Score -8114716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -8114708.000000 Penalty: 5307.458496
	Iteration 64Q: 3 clusters Score -8114708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -8114708.000000 Penalty: 5307.458496
	Iteration 65Q: 3 clusters Score -8114708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -8114706.500000 Penalty: 5307.458496
	Iteration 66Q: 3 clusters Score -8114706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -8114710.000000 Penalty: 5307.458496
	Iteration 67Q: 3 clusters Score -8114710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -8114717.500000 Penalty: 5307.458496
	Iteration 68Q: 3 clusters Score -8114718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -8114715.500000 Penalty: 5307.458496
	Iteration 69Q: 3 clusters Score -8114716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -8114709.000000 Penalty: 5307.458496
	Iteration 70Q: 3 clusters Score -8114709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -8114710.000000 Penalty: 5307.458496
	Iteration 71Q: 3 clusters Score -8114710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -8114709.500000 Penalty: 5307.458496
	Iteration 72Q: 3 clusters Score -8114710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -8114715.000000 Penalty: 5307.458496
	Iteration 73Q: 3 clusters Score -8114715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -8114713.500000 Penalty: 5307.458496
	Iteration 74Q: 3 clusters Score -8114714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -8114717.500000 Penalty: 5307.458496
	Iteration 75Q: 3 clusters Score -8114718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -8114713.000000 Penalty: 5307.458496
	Iteration 76Q: 3 clusters Score -8114713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -8114715.000000 Penalty: 5307.458496
	Iteration 77Q: 3 clusters Score -8114715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -8114717.000000 Penalty: 5307.458496
	Iteration 78Q: 3 clusters Score -8114717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -8114717.000000 Penalty: 5307.458496
	Iteration 79Q: 3 clusters Score -8114717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -8114717.000000 Penalty: 5307.458496
	Iteration 80F: 3 clusters Score -8114717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Entering Unmasked Estep 
Score: -7712415.000000 Penalty: 2639.047607
	Iteration 0F: 2 clusters Score -7712415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -7684491.500000 Penalty: 5278.095215
	Iteration 0F: 3 clusters Score -7684492 nChanged 19185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -7695005.000000 Penalty: 5278.095215
	Iteration 1F: 3 clusters Score -7695005 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -7695557.000000 Penalty: 5278.095215
	Iteration 2Q: 3 clusters Score -7695557 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -7696203.000000 Penalty: 5278.095215
	Iteration 3Q: 3 clusters Score -7696203 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -7697085.500000 Penalty: 5278.095215
	Iteration 4Q: 3 clusters Score -7697086 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -7698090.500000 Penalty: 5278.095215
	Iteration 5Q: 3 clusters Score -7698090 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -7699328.500000 Penalty: 5278.095215
	Iteration 6Q: 3 clusters Score -7699328 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -7700684.500000 Penalty: 5278.095215
	Iteration 7F: 3 clusters Score -7700684 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -7702211.500000 Penalty: 5278.095215
	Iteration 8F: 3 clusters Score -7702212 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -7703670.000000 Penalty: 5278.095215
	Iteration 9F: 3 clusters Score -7703670 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -7704878.000000 Penalty: 5278.095215
	Iteration 10F: 3 clusters Score -7704878 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -7705512.500000 Penalty: 5278.095215
	Iteration 11Q: 3 clusters Score -7705512 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -7705794.500000 Penalty: 5278.095215
	Iteration 12Q: 3 clusters Score -7705794 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -7705936.500000 Penalty: 5278.095215
	Iteration 13Q: 3 clusters Score -7705936 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -7706045.500000 Penalty: 5278.095215
	Iteration 14Q: 3 clusters Score -7706046 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -7706101.000000 Penalty: 5278.095215
	Iteration 15Q: 3 clusters Score -7706101 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -7706135.000000 Penalty: 5278.095215
	Iteration 16Q: 3 clusters Score -7706135 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -7706183.500000 Penalty: 5278.095215
	Iteration 17Q: 3 clusters Score -7706184 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -7706223.500000 Penalty: 5278.095215
	Iteration 18Q: 3 clusters Score -7706224 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -7706262.500000 Penalty: 5278.095215
	Iteration 19Q: 3 clusters Score -7706262 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -7706270.000000 Penalty: 5278.095215
	Iteration 20F: 3 clusters Score -7706270 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -7706312.500000 Penalty: 5278.095215
	Iteration 21Q: 3 clusters Score -7706312 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -7706334.500000 Penalty: 5278.095215
	Iteration 22Q: 3 clusters Score -7706334 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -7706399.500000 Penalty: 5278.095215
	Iteration 23Q: 3 clusters Score -7706400 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -7706477.500000 Penalty: 5278.095215
	Iteration 24Q: 3 clusters Score -7706478 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -7706555.000000 Penalty: 5278.095215
	Iteration 25Q: 3 clusters Score -7706555 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -7706655.000000 Penalty: 5278.095215
	Iteration 26Q: 3 clusters Score -7706655 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -7706718.000000 Penalty: 5278.095215
	Iteration 27Q: 3 clusters Score -7706718 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -7706792.000000 Penalty: 5278.095215
	Iteration 28Q: 3 clusters Score -7706792 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 30789 members 
Entering Unmasked Estep 
Score: -7706870.000000 Penalty: 5278.095215
	Iteration 29Q: 3 clusters Score -7706870 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -7706942.500000 Penalty: 5278.095215
	Iteration 30Q: 3 clusters Score -7706942 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -7707040.500000 Penalty: 5278.095215
	Iteration 31Q: 3 clusters Score -7707040 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -7707104.500000 Penalty: 5278.095215
	Iteration 32Q: 3 clusters Score -7707104 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -7707206.000000 Penalty: 5278.095215
	Iteration 33Q: 3 clusters Score -7707206 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -7707302.000000 Penalty: 5278.095215
	Iteration 34Q: 3 clusters Score -7707302 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -7707356.500000 Penalty: 5278.095215
	Iteration 35Q: 3 clusters Score -7707356 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -7707432.000000 Penalty: 5278.095215
	Iteration 36Q: 3 clusters Score -7707432 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -7707514.500000 Penalty: 5278.095215
	Iteration 37Q: 3 clusters Score -7707514 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -7707593.500000 Penalty: 5278.095215
	Iteration 38Q: 3 clusters Score -7707594 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -7707727.000000 Penalty: 5278.095215
	Iteration 39Q: 3 clusters Score -7707727 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -7707860.500000 Penalty: 5278.095215
	Iteration 40F: 3 clusters Score -7707860 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -7708004.500000 Penalty: 5278.095215
	Iteration 41Q: 3 clusters Score -7708004 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -7708077.000000 Penalty: 5278.095215
	Iteration 42Q: 3 clusters Score -7708077 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -7708163.000000 Penalty: 5278.095215
	Iteration 43Q: 3 clusters Score -7708163 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -7708255.000000 Penalty: 5278.095215
	Iteration 44Q: 3 clusters Score -7708255 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -7708330.500000 Penalty: 5278.095215
	Iteration 45Q: 3 clusters Score -7708330 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -7708408.000000 Penalty: 5278.095215
	Iteration 46Q: 3 clusters Score -7708408 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -7708488.500000 Penalty: 5278.095215
	Iteration 47Q: 3 clusters Score -7708488 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -7708604.000000 Penalty: 5278.095215
	Iteration 48Q: 3 clusters Score -7708604 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -7708710.500000 Penalty: 5278.095215
	Iteration 49Q: 3 clusters Score -7708710 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -7708794.500000 Penalty: 5278.095215
	Iteration 50Q: 3 clusters Score -7708794 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -7708879.000000 Penalty: 5278.095215
	Iteration 51Q: 3 clusters Score -7708879 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -7709005.000000 Penalty: 5278.095215
	Iteration 52Q: 3 clusters Score -7709005 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -7709060.000000 Penalty: 5278.095215
	Iteration 53Q: 3 clusters Score -7709060 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -7709127.500000 Penalty: 5278.095215
	Iteration 54Q: 3 clusters Score -7709128 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7709224.500000 Penalty: 5278.095215
	Iteration 55Q: 3 clusters Score -7709224 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -7709284.500000 Penalty: 5278.095215
	Iteration 56Q: 3 clusters Score -7709284 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -7709336.000000 Penalty: 5278.095215
	Iteration 57Q: 3 clusters Score -7709336 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -7709401.500000 Penalty: 5278.095215
	Iteration 58Q: 3 clusters Score -7709402 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -7709450.500000 Penalty: 5278.095215
	Iteration 59Q: 3 clusters Score -7709450 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -7709473.500000 Penalty: 5278.095215
	Iteration 60F: 3 clusters Score -7709474 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -7709515.500000 Penalty: 5278.095215
	Iteration 61Q: 3 clusters Score -7709516 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -7709559.500000 Penalty: 5278.095215
	Iteration 62Q: 3 clusters Score -7709560 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -7709608.000000 Penalty: 5278.095215
	Iteration 63Q: 3 clusters Score -7709608 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7709676.000000 Penalty: 5278.095215
	Iteration 64Q: 3 clusters Score -7709676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -7709705.000000 Penalty: 5278.095215
	Iteration 65Q: 3 clusters Score -7709705 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -7709723.000000 Penalty: 5278.095215
	Iteration 66Q: 3 clusters Score -7709723 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -7709747.000000 Penalty: 5278.095215
	Iteration 67Q: 3 clusters Score -7709747 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -7709773.000000 Penalty: 5278.095215
	Iteration 68Q: 3 clusters Score -7709773 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -7709800.500000 Penalty: 5278.095215
	Iteration 69Q: 3 clusters Score -7709800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -7709817.500000 Penalty: 5278.095215
	Iteration 70Q: 3 clusters Score -7709818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -7709832.500000 Penalty: 5278.095215
	Iteration 71Q: 3 clusters Score -7709832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -7709860.000000 Penalty: 5278.095215
	Iteration 72Q: 3 clusters Score -7709860 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -7709884.000000 Penalty: 5278.095215
	Iteration 73Q: 3 clusters Score -7709884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -7709907.000000 Penalty: 5278.095215
	Iteration 74Q: 3 clusters Score -7709907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -7709924.500000 Penalty: 5278.095215
	Iteration 75Q: 3 clusters Score -7709924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -7709947.000000 Penalty: 5278.095215
	Iteration 76Q: 3 clusters Score -7709947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -7709959.000000 Penalty: 5278.095215
	Iteration 77Q: 3 clusters Score -7709959 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -7709966.000000 Penalty: 5278.095215
	Iteration 78Q: 3 clusters Score -7709966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -7709990.500000 Penalty: 5278.095215
	Iteration 79Q: 3 clusters Score -7709990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -7709999.000000 Penalty: 5278.095215
	Iteration 80F: 3 clusters Score -7709999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -7710005.500000 Penalty: 5278.095215
	Iteration 81Q: 3 clusters Score -7710006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -7710010.500000 Penalty: 5278.095215
	Iteration 82Q: 3 clusters Score -7710010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -7710025.000000 Penalty: 5278.095215
	Iteration 83Q: 3 clusters Score -7710025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -7710023.000000 Penalty: 5278.095215
	Iteration 84Q: 3 clusters Score -7710023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -7710025.000000 Penalty: 5278.095215
	Iteration 85Q: 3 clusters Score -7710025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -7710036.000000 Penalty: 5278.095215
	Iteration 86Q: 3 clusters Score -7710036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -7710042.000000 Penalty: 5278.095215
	Iteration 87Q: 3 clusters Score -7710042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -7710039.000000 Penalty: 5278.095215
	Iteration 88Q: 3 clusters Score -7710039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -7710039.000000 Penalty: 5278.095215
	Iteration 89Q: 3 clusters Score -7710039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -7710042.500000 Penalty: 5278.095215
	Iteration 90Q: 3 clusters Score -7710042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -7710045.500000 Penalty: 5278.095215
	Iteration 91Q: 3 clusters Score -7710046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -7710050.000000 Penalty: 5278.095215
	Iteration 92Q: 3 clusters Score -7710050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -7710056.000000 Penalty: 5278.095215
	Iteration 93Q: 3 clusters Score -7710056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -7710054.000000 Penalty: 5278.095215
	Iteration 94Q: 3 clusters Score -7710054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -7710064.500000 Penalty: 5278.095215
	Iteration 95Q: 3 clusters Score -7710064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -7710071.500000 Penalty: 5278.095215
	Iteration 96Q: 3 clusters Score -7710072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -7710081.500000 Penalty: 5278.095215
	Iteration 97Q: 3 clusters Score -7710082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -7710083.500000 Penalty: 5278.095215
	Iteration 98Q: 3 clusters Score -7710084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -7710086.500000 Penalty: 5278.095215
	Iteration 99Q: 3 clusters Score -7710086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -7710086.000000 Penalty: 5278.095215
	Iteration 100F: 3 clusters Score -7710086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -7710086.500000 Penalty: 5278.095215
	Iteration 101Q: 3 clusters Score -7710086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -7710088.000000 Penalty: 5278.095215
	Iteration 102Q: 3 clusters Score -7710088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -7710093.000000 Penalty: 5278.095215
	Iteration 103Q: 3 clusters Score -7710093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -7710088.500000 Penalty: 5278.095215
	Iteration 104Q: 3 clusters Score -7710088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -7710088.500000 Penalty: 5278.095215
	Iteration 105F: 3 clusters Score -7710088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Entering Unmasked Estep 
Score: -4875863.500000 Penalty: 2525.321289
	Iteration 0F: 2 clusters Score -4875864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -4857503.000000 Penalty: 5050.642578
	Iteration 0F: 3 clusters Score -4857503 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -4863785.500000 Penalty: 5050.642578
	Iteration 1F: 3 clusters Score -4863786 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -4864151.000000 Penalty: 5050.642578
	Iteration 2Q: 3 clusters Score -4864151 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -4864466.000000 Penalty: 5050.642578
	Iteration 3Q: 3 clusters Score -4864466 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -4864670.500000 Penalty: 5050.642578
	Iteration 4Q: 3 clusters Score -4864670 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -4864917.500000 Penalty: 5050.642578
	Iteration 5Q: 3 clusters Score -4864918 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4865199.000000 Penalty: 5050.642578
	Iteration 6Q: 3 clusters Score -4865199 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -4865599.000000 Penalty: 5050.642578
	Iteration 7Q: 3 clusters Score -4865599 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -4866159.000000 Penalty: 5050.642578
	Iteration 8Q: 3 clusters Score -4866159 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -4867054.500000 Penalty: 5050.642578
	Iteration 9F: 3 clusters Score -4867054 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -4868320.500000 Penalty: 5050.642578
	Iteration 10F: 3 clusters Score -4868320 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -4869949.500000 Penalty: 5050.642578
	Iteration 11F: 3 clusters Score -4869950 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4871503.500000 Penalty: 5050.642578
	Iteration 12F: 3 clusters Score -4871504 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4872581.000000 Penalty: 5050.642578
	Iteration 13Q: 3 clusters Score -4872581 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4873217.500000 Penalty: 5050.642578
	Iteration 14Q: 3 clusters Score -4873218 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4873583.000000 Penalty: 5050.642578
	Iteration 15Q: 3 clusters Score -4873583 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4873730.000000 Penalty: 5050.642578
	Iteration 16Q: 3 clusters Score -4873730 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4873843.000000 Penalty: 5050.642578
	Iteration 17Q: 3 clusters Score -4873843 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4873902.500000 Penalty: 5050.642578
	Iteration 18Q: 3 clusters Score -4873902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4873951.000000 Penalty: 5050.642578
	Iteration 19Q: 3 clusters Score -4873951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4873965.500000 Penalty: 5050.642578
	Iteration 20F: 3 clusters Score -4873966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4873985.500000 Penalty: 5050.642578
	Iteration 21Q: 3 clusters Score -4873986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4873991.000000 Penalty: 5050.642578
	Iteration 22Q: 3 clusters Score -4873991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4874002.000000 Penalty: 5050.642578
	Iteration 23Q: 3 clusters Score -4874002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4874007.000000 Penalty: 5050.642578
	Iteration 24Q: 3 clusters Score -4874007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4874007.500000 Penalty: 5050.642578
	Iteration 25Q: 3 clusters Score -4874008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4874007.500000 Penalty: 5050.642578
	Iteration 26Q: 3 clusters Score -4874008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4874016.000000 Penalty: 5050.642578
	Iteration 27Q: 3 clusters Score -4874016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4874026.000000 Penalty: 5050.642578
	Iteration 28Q: 3 clusters Score -4874026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4874019.500000 Penalty: 5050.642578
	Iteration 29Q: 3 clusters Score -4874020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4874021.000000 Penalty: 5050.642578
	Iteration 30Q: 3 clusters Score -4874021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4874022.000000 Penalty: 5050.642578
	Iteration 31Q: 3 clusters Score -4874022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4874023.500000 Penalty: 5050.642578
	Iteration 32Q: 3 clusters Score -4874024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4874025.000000 Penalty: 5050.642578
	Iteration 33Q: 3 clusters Score -4874025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4874032.000000 Penalty: 5050.642578
	Iteration 34Q: 3 clusters Score -4874032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4874032.000000 Penalty: 5050.642578
	Iteration 35F: 3 clusters Score -4874032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -50569.699219 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -50569.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49371.542969 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -49371.54 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49914.367188 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -49914.37 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50457.113281 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -50457.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -50790.996094 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -50791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51099.769531 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -51099.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51326.175781 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -51326.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51484.390625 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -51484.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51541.023438 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -51541.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51568.460938 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -51568.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51603.359375 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -51603.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51609.281250 Penalty: 3118.777832
	Iteration 10F: 3 clusters Score -51609.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51628.218750 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -51628.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51633.851562 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -51633.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51633.851562 Penalty: 3118.777832
	Iteration 13F: 3 clusters Score -51633.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 43631 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44379 members 
Mstep: Class 5 contains 41828 members 
Mstep: Class 6 contains 26443 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 42748 members 
Mstep: Class 9 contains 42646 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45422 members 
Mstep: Class 12 contains 47588 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23258 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32325 members 
Mstep: Class 18 contains 47151 members 
Mstep: Class 19 contains 41113 members 
Mstep: Class 20 contains 175 members 
Mstep: Class 21 contains 46740 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43912 members 
Mstep: Class 24 contains 42293 members 
Mstep: Class 25 contains 41129 members 
Entering Unmasked Estep 
Score: -126939408.000000 Penalty: 83433.343750
Splitting cluster 7 changes total score from -126940288.000000 to -126939408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (42748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Entering Unmasked Estep 
Score: -7908990.500000 Penalty: 2644.443115
	Iteration 0F: 2 clusters Score -7908990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -7880473.000000 Penalty: 5288.886230
	Iteration 0F: 3 clusters Score -7880473 nChanged 19560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -7891223.500000 Penalty: 5288.886230
	Iteration 1F: 3 clusters Score -7891224 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -7891663.000000 Penalty: 5288.886230
	Iteration 2Q: 3 clusters Score -7891663 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -7892081.000000 Penalty: 5288.886230
	Iteration 3Q: 3 clusters Score -7892081 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -7892468.500000 Penalty: 5288.886230
	Iteration 4Q: 3 clusters Score -7892468 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -7892787.000000 Penalty: 5288.886230
	Iteration 5Q: 3 clusters Score -7892787 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -7893186.000000 Penalty: 5288.886230
	Iteration 6Q: 3 clusters Score -7893186 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -7893671.500000 Penalty: 5288.886230
	Iteration 7Q: 3 clusters Score -7893672 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -7894299.500000 Penalty: 5288.886230
	Iteration 8Q: 3 clusters Score -7894300 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -7895315.500000 Penalty: 5288.886230
	Iteration 9Q: 3 clusters Score -7895316 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -7896660.500000 Penalty: 5288.886230
	Iteration 10Q: 3 clusters Score -7896660 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -7898277.500000 Penalty: 5288.886230
	Iteration 11F: 3 clusters Score -7898278 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -7899939.000000 Penalty: 5288.886230
	Iteration 12F: 3 clusters Score -7899939 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -7901292.500000 Penalty: 5288.886230
	Iteration 13Q: 3 clusters Score -7901292 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -7902253.000000 Penalty: 5288.886230
	Iteration 14Q: 3 clusters Score -7902253 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -7902897.500000 Penalty: 5288.886230
	Iteration 15Q: 3 clusters Score -7902898 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -7903335.500000 Penalty: 5288.886230
	Iteration 16Q: 3 clusters Score -7903336 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -7903755.500000 Penalty: 5288.886230
	Iteration 17Q: 3 clusters Score -7903756 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -7904048.000000 Penalty: 5288.886230
	Iteration 18Q: 3 clusters Score -7904048 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -7904392.500000 Penalty: 5288.886230
	Iteration 19Q: 3 clusters Score -7904392 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -7904714.000000 Penalty: 5288.886230
	Iteration 20F: 3 clusters Score -7904714 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -7905034.500000 Penalty: 5288.886230
	Iteration 21Q: 3 clusters Score -7905034 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7905242.500000 Penalty: 5288.886230
	Iteration 22Q: 3 clusters Score -7905242 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7905472.000000 Penalty: 5288.886230
	Iteration 23Q: 3 clusters Score -7905472 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7905756.500000 Penalty: 5288.886230
	Iteration 24Q: 3 clusters Score -7905756 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7905958.000000 Penalty: 5288.886230
	Iteration 25Q: 3 clusters Score -7905958 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -7906110.000000 Penalty: 5288.886230
	Iteration 26Q: 3 clusters Score -7906110 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7906221.000000 Penalty: 5288.886230
	Iteration 27Q: 3 clusters Score -7906221 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7906299.500000 Penalty: 5288.886230
	Iteration 28Q: 3 clusters Score -7906300 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7906376.000000 Penalty: 5288.886230
	Iteration 29Q: 3 clusters Score -7906376 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7906448.500000 Penalty: 5288.886230
	Iteration 30Q: 3 clusters Score -7906448 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7906484.500000 Penalty: 5288.886230
	Iteration 31Q: 3 clusters Score -7906484 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7906542.500000 Penalty: 5288.886230
	Iteration 32Q: 3 clusters Score -7906542 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -7906570.500000 Penalty: 5288.886230
	Iteration 33Q: 3 clusters Score -7906570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7906604.500000 Penalty: 5288.886230
	Iteration 34Q: 3 clusters Score -7906604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7906643.500000 Penalty: 5288.886230
	Iteration 35Q: 3 clusters Score -7906644 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7906676.500000 Penalty: 5288.886230
	Iteration 36Q: 3 clusters Score -7906676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7906683.500000 Penalty: 5288.886230
	Iteration 37Q: 3 clusters Score -7906684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7906702.500000 Penalty: 5288.886230
	Iteration 38Q: 3 clusters Score -7906702 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7906702.500000 Penalty: 5288.886230
	Iteration 39Q: 3 clusters Score -7906702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7906723.500000 Penalty: 5288.886230
	Iteration 40F: 3 clusters Score -7906724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7906737.500000 Penalty: 5288.886230
	Iteration 41Q: 3 clusters Score -7906738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7906740.500000 Penalty: 5288.886230
	Iteration 42Q: 3 clusters Score -7906740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7906760.500000 Penalty: 5288.886230
	Iteration 43Q: 3 clusters Score -7906760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7906765.500000 Penalty: 5288.886230
	Iteration 44Q: 3 clusters Score -7906766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7906779.000000 Penalty: 5288.886230
	Iteration 45Q: 3 clusters Score -7906779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7906779.500000 Penalty: 5288.886230
	Iteration 46Q: 3 clusters Score -7906780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7906791.000000 Penalty: 5288.886230
	Iteration 47Q: 3 clusters Score -7906791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7906802.500000 Penalty: 5288.886230
	Iteration 48Q: 3 clusters Score -7906802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7906798.500000 Penalty: 5288.886230
	Iteration 49Q: 3 clusters Score -7906798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7906807.500000 Penalty: 5288.886230
	Iteration 50Q: 3 clusters Score -7906808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7906803.000000 Penalty: 5288.886230
	Iteration 51Q: 3 clusters Score -7906803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7906821.000000 Penalty: 5288.886230
	Iteration 52Q: 3 clusters Score -7906821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7906816.500000 Penalty: 5288.886230
	Iteration 53Q: 3 clusters Score -7906816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7906819.500000 Penalty: 5288.886230
	Iteration 54Q: 3 clusters Score -7906820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7906818.500000 Penalty: 5288.886230
	Iteration 55Q: 3 clusters Score -7906818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7906821.500000 Penalty: 5288.886230
	Iteration 56Q: 3 clusters Score -7906822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7906823.500000 Penalty: 5288.886230
	Iteration 57Q: 3 clusters Score -7906824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7906825.000000 Penalty: 5288.886230
	Iteration 58Q: 3 clusters Score -7906825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7906829.500000 Penalty: 5288.886230
	Iteration 59Q: 3 clusters Score -7906830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7906835.000000 Penalty: 5288.886230
	Iteration 60F: 3 clusters Score -7906835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7906826.000000 Penalty: 5288.886230
	Iteration 61Q: 3 clusters Score -7906826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7906834.500000 Penalty: 5288.886230
	Iteration 62Q: 3 clusters Score -7906834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7906829.000000 Penalty: 5288.886230
	Iteration 63Q: 3 clusters Score -7906829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7906827.000000 Penalty: 5288.886230
	Iteration 64Q: 3 clusters Score -7906827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7906831.000000 Penalty: 5288.886230
	Iteration 65Q: 3 clusters Score -7906831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7906837.000000 Penalty: 5288.886230
	Iteration 66Q: 3 clusters Score -7906837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7906833.000000 Penalty: 5288.886230
	Iteration 67Q: 3 clusters Score -7906833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7906832.000000 Penalty: 5288.886230
	Iteration 68Q: 3 clusters Score -7906832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7906832.000000 Penalty: 5288.886230
	Iteration 69F: 3 clusters Score -7906832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Entering Unmasked Estep 
Score: -7882337.500000 Penalty: 2643.850830
	Iteration 0F: 2 clusters Score -7882338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -7853740.500000 Penalty: 5287.701660
	Iteration 0F: 3 clusters Score -7853740 nChanged 19657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -7864537.000000 Penalty: 5287.701660
	Iteration 1F: 3 clusters Score -7864537 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -7865098.500000 Penalty: 5287.701660
	Iteration 2Q: 3 clusters Score -7865098 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -7865999.000000 Penalty: 5287.701660
	Iteration 3Q: 3 clusters Score -7865999 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -7867230.500000 Penalty: 5287.701660
	Iteration 4F: 3 clusters Score -7867230 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -7868835.000000 Penalty: 5287.701660
	Iteration 5F: 3 clusters Score -7868835 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -7870916.000000 Penalty: 5287.701660
	Iteration 6F: 3 clusters Score -7870916 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -7873360.000000 Penalty: 5287.701660
	Iteration 7F: 3 clusters Score -7873360 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -7876024.000000 Penalty: 5287.701660
	Iteration 8F: 3 clusters Score -7876024 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -7878159.000000 Penalty: 5287.701660
	Iteration 9F: 3 clusters Score -7878159 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -7879070.500000 Penalty: 5287.701660
	Iteration 10Q: 3 clusters Score -7879070 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -7879409.000000 Penalty: 5287.701660
	Iteration 11Q: 3 clusters Score -7879409 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -7879589.500000 Penalty: 5287.701660
	Iteration 12Q: 3 clusters Score -7879590 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -7879706.000000 Penalty: 5287.701660
	Iteration 13Q: 3 clusters Score -7879706 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -7879792.500000 Penalty: 5287.701660
	Iteration 14Q: 3 clusters Score -7879792 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -7879836.000000 Penalty: 5287.701660
	Iteration 15Q: 3 clusters Score -7879836 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -7879936.000000 Penalty: 5287.701660
	Iteration 16Q: 3 clusters Score -7879936 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -7879983.500000 Penalty: 5287.701660
	Iteration 17Q: 3 clusters Score -7879984 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -7880048.000000 Penalty: 5287.701660
	Iteration 18Q: 3 clusters Score -7880048 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -7880076.500000 Penalty: 5287.701660
	Iteration 19Q: 3 clusters Score -7880076 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -7880136.000000 Penalty: 5287.701660
	Iteration 20F: 3 clusters Score -7880136 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -7880164.500000 Penalty: 5287.701660
	Iteration 21Q: 3 clusters Score -7880164 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -7880182.000000 Penalty: 5287.701660
	Iteration 22Q: 3 clusters Score -7880182 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -7880197.500000 Penalty: 5287.701660
	Iteration 23Q: 3 clusters Score -7880198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -7880225.500000 Penalty: 5287.701660
	Iteration 24Q: 3 clusters Score -7880226 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -7880243.500000 Penalty: 5287.701660
	Iteration 25Q: 3 clusters Score -7880244 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -7880273.500000 Penalty: 5287.701660
	Iteration 26Q: 3 clusters Score -7880274 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -7880293.000000 Penalty: 5287.701660
	Iteration 27Q: 3 clusters Score -7880293 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -7880310.000000 Penalty: 5287.701660
	Iteration 28Q: 3 clusters Score -7880310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -7880334.500000 Penalty: 5287.701660
	Iteration 29Q: 3 clusters Score -7880334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -7880377.500000 Penalty: 5287.701660
	Iteration 30Q: 3 clusters Score -7880378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -7880407.000000 Penalty: 5287.701660
	Iteration 31Q: 3 clusters Score -7880407 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -7880426.500000 Penalty: 5287.701660
	Iteration 32Q: 3 clusters Score -7880426 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -7880430.000000 Penalty: 5287.701660
	Iteration 33Q: 3 clusters Score -7880430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -7880426.000000 Penalty: 5287.701660
	Iteration 34Q: 3 clusters Score -7880426 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -7880427.000000 Penalty: 5287.701660
	Iteration 35Q: 3 clusters Score -7880427 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -7880453.000000 Penalty: 5287.701660
	Iteration 36Q: 3 clusters Score -7880453 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -7880463.000000 Penalty: 5287.701660
	Iteration 37Q: 3 clusters Score -7880463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -7880468.500000 Penalty: 5287.701660
	Iteration 38Q: 3 clusters Score -7880468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -7880486.000000 Penalty: 5287.701660
	Iteration 39Q: 3 clusters Score -7880486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -7880497.000000 Penalty: 5287.701660
	Iteration 40F: 3 clusters Score -7880497 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -7880497.000000 Penalty: 5287.701660
	Iteration 41Q: 3 clusters Score -7880497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -7880522.000000 Penalty: 5287.701660
	Iteration 42Q: 3 clusters Score -7880522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -7880541.000000 Penalty: 5287.701660
	Iteration 43Q: 3 clusters Score -7880541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -7880522.000000 Penalty: 5287.701660
	Iteration 44Q: 3 clusters Score -7880522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -7880530.000000 Penalty: 5287.701660
	Iteration 45Q: 3 clusters Score -7880530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -7880548.500000 Penalty: 5287.701660
	Iteration 46Q: 3 clusters Score -7880548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -7880547.500000 Penalty: 5287.701660
	Iteration 47Q: 3 clusters Score -7880548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -7880549.500000 Penalty: 5287.701660
	Iteration 48Q: 3 clusters Score -7880550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -7880545.000000 Penalty: 5287.701660
	Iteration 49Q: 3 clusters Score -7880545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -7880551.000000 Penalty: 5287.701660
	Iteration 50Q: 3 clusters Score -7880551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -7880546.000000 Penalty: 5287.701660
	Iteration 51Q: 3 clusters Score -7880546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -7880549.500000 Penalty: 5287.701660
	Iteration 52Q: 3 clusters Score -7880550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -7880547.500000 Penalty: 5287.701660
	Iteration 53Q: 3 clusters Score -7880548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -7880538.500000 Penalty: 5287.701660
	Iteration 54Q: 3 clusters Score -7880538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -7880550.500000 Penalty: 5287.701660
	Iteration 55Q: 3 clusters Score -7880550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -7880543.500000 Penalty: 5287.701660
	Iteration 56Q: 3 clusters Score -7880544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -7880555.500000 Penalty: 5287.701660
	Iteration 57Q: 3 clusters Score -7880556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -7880550.000000 Penalty: 5287.701660
	Iteration 58Q: 3 clusters Score -7880550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -7880555.500000 Penalty: 5287.701660
	Iteration 59Q: 3 clusters Score -7880556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -7880558.000000 Penalty: 5287.701660
	Iteration 60F: 3 clusters Score -7880558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -7880560.000000 Penalty: 5287.701660
	Iteration 61Q: 3 clusters Score -7880560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -7880574.000000 Penalty: 5287.701660
	Iteration 62Q: 3 clusters Score -7880574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -7880579.500000 Penalty: 5287.701660
	Iteration 63Q: 3 clusters Score -7880580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -7880578.500000 Penalty: 5287.701660
	Iteration 64Q: 3 clusters Score -7880578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -7880588.000000 Penalty: 5287.701660
	Iteration 65Q: 3 clusters Score -7880588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -7880593.000000 Penalty: 5287.701660
	Iteration 66Q: 3 clusters Score -7880593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -7880609.500000 Penalty: 5287.701660
	Iteration 67Q: 3 clusters Score -7880610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -7880615.000000 Penalty: 5287.701660
	Iteration 68Q: 3 clusters Score -7880615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -7880597.000000 Penalty: 5287.701660
	Iteration 69Q: 3 clusters Score -7880597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -7880604.500000 Penalty: 5287.701660
	Iteration 70Q: 3 clusters Score -7880604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -7880608.500000 Penalty: 5287.701660
	Iteration 71Q: 3 clusters Score -7880608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -7880607.500000 Penalty: 5287.701660
	Iteration 72Q: 3 clusters Score -7880608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -7880597.500000 Penalty: 5287.701660
	Iteration 73Q: 3 clusters Score -7880598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -7880604.000000 Penalty: 5287.701660
	Iteration 74Q: 3 clusters Score -7880604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -7880599.500000 Penalty: 5287.701660
	Iteration 75Q: 3 clusters Score -7880600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -7880603.500000 Penalty: 5287.701660
	Iteration 76Q: 3 clusters Score -7880604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -7880604.000000 Penalty: 5287.701660
	Iteration 77Q: 3 clusters Score -7880604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -7880610.000000 Penalty: 5287.701660
	Iteration 78Q: 3 clusters Score -7880610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -7880613.500000 Penalty: 5287.701660
	Iteration 79Q: 3 clusters Score -7880614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -7880617.500000 Penalty: 5287.701660
	Iteration 80F: 3 clusters Score -7880618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -7880618.000000 Penalty: 5287.701660
	Iteration 81Q: 3 clusters Score -7880618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -7880611.500000 Penalty: 5287.701660
	Iteration 82Q: 3 clusters Score -7880612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -7880621.500000 Penalty: 5287.701660
	Iteration 83Q: 3 clusters Score -7880622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -7880621.000000 Penalty: 5287.701660
	Iteration 84Q: 3 clusters Score -7880621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -7880635.000000 Penalty: 5287.701660
	Iteration 85Q: 3 clusters Score -7880635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -7880646.000000 Penalty: 5287.701660
	Iteration 86Q: 3 clusters Score -7880646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -7880640.000000 Penalty: 5287.701660
	Iteration 87Q: 3 clusters Score -7880640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -7880644.500000 Penalty: 5287.701660
	Iteration 88Q: 3 clusters Score -7880644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -7880655.000000 Penalty: 5287.701660
	Iteration 89Q: 3 clusters Score -7880655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -7880658.000000 Penalty: 5287.701660
	Iteration 90Q: 3 clusters Score -7880658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
Score: -7880649.000000 Penalty: 5287.701660
	Iteration 91Q: 3 clusters Score -7880649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -7880643.000000 Penalty: 5287.701660
	Iteration 92Q: 3 clusters Score -7880643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -7880651.000000 Penalty: 5287.701660
	Iteration 93Q: 3 clusters Score -7880651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -7880650.000000 Penalty: 5287.701660
	Iteration 94Q: 3 clusters Score -7880650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -7880655.500000 Penalty: 5287.701660
	Iteration 95Q: 3 clusters Score -7880656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -7880649.500000 Penalty: 5287.701660
	Iteration 96Q: 3 clusters Score -7880650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -7880660.500000 Penalty: 5287.701660
	Iteration 97Q: 3 clusters Score -7880660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -7880663.000000 Penalty: 5287.701660
	Iteration 98Q: 3 clusters Score -7880663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -7880677.500000 Penalty: 5287.701660
	Iteration 99Q: 3 clusters Score -7880678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -7880685.000000 Penalty: 5287.701660
	Iteration 100F: 3 clusters Score -7880685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7880674.500000 Penalty: 5287.701660
	Iteration 101Q: 3 clusters Score -7880674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -7880682.500000 Penalty: 5287.701660
	Iteration 102Q: 3 clusters Score -7880682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -7880682.000000 Penalty: 5287.701660
	Iteration 103Q: 3 clusters Score -7880682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -7880681.000000 Penalty: 5287.701660
	Iteration 104Q: 3 clusters Score -7880681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -7880680.000000 Penalty: 5287.701660
	Iteration 105Q: 3 clusters Score -7880680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -7880683.000000 Penalty: 5287.701660
	Iteration 106Q: 3 clusters Score -7880683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -7880684.500000 Penalty: 5287.701660
	Iteration 107Q: 3 clusters Score -7880684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -7880685.500000 Penalty: 5287.701660
	Iteration 108Q: 3 clusters Score -7880686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -7880690.500000 Penalty: 5287.701660
	Iteration 109Q: 3 clusters Score -7880690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -7880679.000000 Penalty: 5287.701660
	Iteration 110Q: 3 clusters Score -7880679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -7880679.000000 Penalty: 5287.701660
	Iteration 111F: 3 clusters Score -7880679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -82814.773438 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -82814.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81413.429688 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -81413.43 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -81705.468750 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -81705.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81783.093750 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -81783.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81837.796875 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -81837.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81874.804688 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -81874.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81926.546875 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -81926.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81960.390625 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -81960.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81982.921875 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -81982.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -81990.726562 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -81990.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81992.546875 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -81992.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -81992.546875 Penalty: 3099.987793
	Iteration 10F: 3 clusters Score -81992.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Entering Unmasked Estep 
Score: -8474729.000000 Penalty: 2659.490479
	Iteration 0F: 2 clusters Score -8474729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -8445676.000000 Penalty: 5318.980957
	Iteration 0F: 3 clusters Score -8445676 nChanged 20754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -8457092.000000 Penalty: 5318.980957
	Iteration 1F: 3 clusters Score -8457092 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8457635.000000 Penalty: 5318.980957
	Iteration 2Q: 3 clusters Score -8457635 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -8458058.000000 Penalty: 5318.980957
	Iteration 3Q: 3 clusters Score -8458058 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -8458474.000000 Penalty: 5318.980957
	Iteration 4Q: 3 clusters Score -8458474 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -8458966.000000 Penalty: 5318.980957
	Iteration 5Q: 3 clusters Score -8458966 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -8459488.000000 Penalty: 5318.980957
	Iteration 6Q: 3 clusters Score -8459488 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -8460031.000000 Penalty: 5318.980957
	Iteration 7Q: 3 clusters Score -8460031 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -8460797.000000 Penalty: 5318.980957
	Iteration 8Q: 3 clusters Score -8460797 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -8461862.000000 Penalty: 5318.980957
	Iteration 9Q: 3 clusters Score -8461862 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -8463322.000000 Penalty: 5318.980957
	Iteration 10F: 3 clusters Score -8463322 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -8465126.000000 Penalty: 5318.980957
	Iteration 11F: 3 clusters Score -8465126 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -8467108.000000 Penalty: 5318.980957
	Iteration 12F: 3 clusters Score -8467108 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -8468907.000000 Penalty: 5318.980957
	Iteration 13F: 3 clusters Score -8468907 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -8470344.000000 Penalty: 5318.980957
	Iteration 14Q: 3 clusters Score -8470344 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -8471262.000000 Penalty: 5318.980957
	Iteration 15Q: 3 clusters Score -8471262 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -8471715.000000 Penalty: 5318.980957
	Iteration 16Q: 3 clusters Score -8471715 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8471992.000000 Penalty: 5318.980957
	Iteration 17Q: 3 clusters Score -8471992 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8472134.000000 Penalty: 5318.980957
	Iteration 18Q: 3 clusters Score -8472134 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8472256.000000 Penalty: 5318.980957
	Iteration 19Q: 3 clusters Score -8472256 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8472349.000000 Penalty: 5318.980957
	Iteration 20F: 3 clusters Score -8472349 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8472394.000000 Penalty: 5318.980957
	Iteration 21Q: 3 clusters Score -8472394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8472428.000000 Penalty: 5318.980957
	Iteration 22Q: 3 clusters Score -8472428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8472453.000000 Penalty: 5318.980957
	Iteration 23Q: 3 clusters Score -8472453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8472466.000000 Penalty: 5318.980957
	Iteration 24Q: 3 clusters Score -8472466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8472485.000000 Penalty: 5318.980957
	Iteration 25Q: 3 clusters Score -8472485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8472508.000000 Penalty: 5318.980957
	Iteration 26Q: 3 clusters Score -8472508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8472511.000000 Penalty: 5318.980957
	Iteration 27Q: 3 clusters Score -8472511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8472527.000000 Penalty: 5318.980957
	Iteration 28Q: 3 clusters Score -8472527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8472526.000000 Penalty: 5318.980957
	Iteration 29Q: 3 clusters Score -8472526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8472536.000000 Penalty: 5318.980957
	Iteration 30Q: 3 clusters Score -8472536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8472541.000000 Penalty: 5318.980957
	Iteration 31Q: 3 clusters Score -8472541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8472546.000000 Penalty: 5318.980957
	Iteration 32Q: 3 clusters Score -8472546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8472546.000000 Penalty: 5318.980957
	Iteration 33Q: 3 clusters Score -8472546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8472547.000000 Penalty: 5318.980957
	Iteration 34Q: 3 clusters Score -8472547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8472553.000000 Penalty: 5318.980957
	Iteration 35Q: 3 clusters Score -8472553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8472552.000000 Penalty: 5318.980957
	Iteration 36Q: 3 clusters Score -8472552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8472553.000000 Penalty: 5318.980957
	Iteration 37Q: 3 clusters Score -8472553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8472560.000000 Penalty: 5318.980957
	Iteration 38Q: 3 clusters Score -8472560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8472562.000000 Penalty: 5318.980957
	Iteration 39Q: 3 clusters Score -8472562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8472570.000000 Penalty: 5318.980957
	Iteration 40F: 3 clusters Score -8472570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8472565.000000 Penalty: 5318.980957
	Iteration 41Q: 3 clusters Score -8472565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8472569.000000 Penalty: 5318.980957
	Iteration 42Q: 3 clusters Score -8472569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8472578.000000 Penalty: 5318.980957
	Iteration 43Q: 3 clusters Score -8472578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8472581.000000 Penalty: 5318.980957
	Iteration 44Q: 3 clusters Score -8472581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8472581.000000 Penalty: 5318.980957
	Iteration 45F: 3 clusters Score -8472581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Entering Unmasked Estep 
Score: -8930908.000000 Penalty: 2671.043457
	Iteration 0F: 2 clusters Score -8930908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -8902625.000000 Penalty: 5342.086914
	Iteration 0F: 3 clusters Score -8902625 nChanged 22003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -8915120.000000 Penalty: 5342.086914
	Iteration 1F: 3 clusters Score -8915120 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -8916299.000000 Penalty: 5342.086914
	Iteration 2F: 3 clusters Score -8916299 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -8917556.000000 Penalty: 5342.086914
	Iteration 3F: 3 clusters Score -8917556 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -8919008.000000 Penalty: 5342.086914
	Iteration 4F: 3 clusters Score -8919008 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -8920693.000000 Penalty: 5342.086914
	Iteration 5F: 3 clusters Score -8920693 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -8922527.000000 Penalty: 5342.086914
	Iteration 6F: 3 clusters Score -8922527 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -8924188.000000 Penalty: 5342.086914
	Iteration 7F: 3 clusters Score -8924188 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -8925571.000000 Penalty: 5342.086914
	Iteration 8F: 3 clusters Score -8925571 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -8926421.000000 Penalty: 5342.086914
	Iteration 9Q: 3 clusters Score -8926421 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -8926825.000000 Penalty: 5342.086914
	Iteration 10Q: 3 clusters Score -8926825 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -8926991.000000 Penalty: 5342.086914
	Iteration 11Q: 3 clusters Score -8926991 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -8927059.000000 Penalty: 5342.086914
	Iteration 12Q: 3 clusters Score -8927059 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -8927054.000000 Penalty: 5342.086914
	Iteration 13Q: 3 clusters Score -8927054 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -8927104.000000 Penalty: 5342.086914
	Iteration 14Q: 3 clusters Score -8927104 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -8927154.000000 Penalty: 5342.086914
	Iteration 15Q: 3 clusters Score -8927154 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -8927174.000000 Penalty: 5342.086914
	Iteration 16Q: 3 clusters Score -8927174 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -8927195.000000 Penalty: 5342.086914
	Iteration 17Q: 3 clusters Score -8927195 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -8927211.000000 Penalty: 5342.086914
	Iteration 18Q: 3 clusters Score -8927211 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -8927236.000000 Penalty: 5342.086914
	Iteration 19Q: 3 clusters Score -8927236 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -8927261.000000 Penalty: 5342.086914
	Iteration 20F: 3 clusters Score -8927261 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -8927272.000000 Penalty: 5342.086914
	Iteration 21Q: 3 clusters Score -8927272 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -8927265.000000 Penalty: 5342.086914
	Iteration 22Q: 3 clusters Score -8927265 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -8927267.000000 Penalty: 5342.086914
	Iteration 23Q: 3 clusters Score -8927267 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -8927302.000000 Penalty: 5342.086914
	Iteration 24Q: 3 clusters Score -8927302 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -8927321.000000 Penalty: 5342.086914
	Iteration 25Q: 3 clusters Score -8927321 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -8927320.000000 Penalty: 5342.086914
	Iteration 26Q: 3 clusters Score -8927320 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -8927355.000000 Penalty: 5342.086914
	Iteration 27Q: 3 clusters Score -8927355 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -8927363.000000 Penalty: 5342.086914
	Iteration 28Q: 3 clusters Score -8927363 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -8927381.000000 Penalty: 5342.086914
	Iteration 29Q: 3 clusters Score -8927381 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -8927392.000000 Penalty: 5342.086914
	Iteration 30Q: 3 clusters Score -8927392 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -8927379.000000 Penalty: 5342.086914
	Iteration 31Q: 3 clusters Score -8927379 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -8927395.000000 Penalty: 5342.086914
	Iteration 32Q: 3 clusters Score -8927395 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -8927419.000000 Penalty: 5342.086914
	Iteration 33Q: 3 clusters Score -8927419 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -8927442.000000 Penalty: 5342.086914
	Iteration 34Q: 3 clusters Score -8927442 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -8927445.000000 Penalty: 5342.086914
	Iteration 35Q: 3 clusters Score -8927445 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -8927463.000000 Penalty: 5342.086914
	Iteration 36Q: 3 clusters Score -8927463 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -8927476.000000 Penalty: 5342.086914
	Iteration 37Q: 3 clusters Score -8927476 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -8927506.000000 Penalty: 5342.086914
	Iteration 38Q: 3 clusters Score -8927506 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -8927521.000000 Penalty: 5342.086914
	Iteration 39Q: 3 clusters Score -8927521 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -8927513.000000 Penalty: 5342.086914
	Iteration 40F: 3 clusters Score -8927513 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -8927527.000000 Penalty: 5342.086914
	Iteration 41Q: 3 clusters Score -8927527 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -8927588.000000 Penalty: 5342.086914
	Iteration 42Q: 3 clusters Score -8927588 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -8927609.000000 Penalty: 5342.086914
	Iteration 43Q: 3 clusters Score -8927609 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -8927660.000000 Penalty: 5342.086914
	Iteration 44Q: 3 clusters Score -8927660 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -8927699.000000 Penalty: 5342.086914
	Iteration 45Q: 3 clusters Score -8927699 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -8927718.000000 Penalty: 5342.086914
	Iteration 46Q: 3 clusters Score -8927718 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -8927710.000000 Penalty: 5342.086914
	Iteration 47Q: 3 clusters Score -8927710 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -8927711.000000 Penalty: 5342.086914
	Iteration 48Q: 3 clusters Score -8927711 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -8927722.000000 Penalty: 5342.086914
	Iteration 49Q: 3 clusters Score -8927722 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -8927772.000000 Penalty: 5342.086914
	Iteration 50Q: 3 clusters Score -8927772 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -8927830.000000 Penalty: 5342.086914
	Iteration 51Q: 3 clusters Score -8927830 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -8927852.000000 Penalty: 5342.086914
	Iteration 52Q: 3 clusters Score -8927852 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -8927869.000000 Penalty: 5342.086914
	Iteration 53Q: 3 clusters Score -8927869 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -8927935.000000 Penalty: 5342.086914
	Iteration 54Q: 3 clusters Score -8927935 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -8927979.000000 Penalty: 5342.086914
	Iteration 55Q: 3 clusters Score -8927979 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -8927997.000000 Penalty: 5342.086914
	Iteration 56Q: 3 clusters Score -8927997 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -8928069.000000 Penalty: 5342.086914
	Iteration 57Q: 3 clusters Score -8928069 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -8928087.000000 Penalty: 5342.086914
	Iteration 58Q: 3 clusters Score -8928087 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -8928144.000000 Penalty: 5342.086914
	Iteration 59Q: 3 clusters Score -8928144 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -8928193.000000 Penalty: 5342.086914
	Iteration 60F: 3 clusters Score -8928193 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -8928217.000000 Penalty: 5342.086914
	Iteration 61Q: 3 clusters Score -8928217 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -8928249.000000 Penalty: 5342.086914
	Iteration 62Q: 3 clusters Score -8928249 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -8928345.000000 Penalty: 5342.086914
	Iteration 63Q: 3 clusters Score -8928345 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -8928434.000000 Penalty: 5342.086914
	Iteration 64Q: 3 clusters Score -8928434 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -8928496.000000 Penalty: 5342.086914
	Iteration 65Q: 3 clusters Score -8928496 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -8928558.000000 Penalty: 5342.086914
	Iteration 66Q: 3 clusters Score -8928558 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -8928598.000000 Penalty: 5342.086914
	Iteration 67Q: 3 clusters Score -8928598 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -8928662.000000 Penalty: 5342.086914
	Iteration 68Q: 3 clusters Score -8928662 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -8928696.000000 Penalty: 5342.086914
	Iteration 69Q: 3 clusters Score -8928696 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -8928735.000000 Penalty: 5342.086914
	Iteration 70Q: 3 clusters Score -8928735 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -8928777.000000 Penalty: 5342.086914
	Iteration 71Q: 3 clusters Score -8928777 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -8928861.000000 Penalty: 5342.086914
	Iteration 72Q: 3 clusters Score -8928861 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -8928915.000000 Penalty: 5342.086914
	Iteration 73Q: 3 clusters Score -8928915 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -8928987.000000 Penalty: 5342.086914
	Iteration 74Q: 3 clusters Score -8928987 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -8929058.000000 Penalty: 5342.086914
	Iteration 75Q: 3 clusters Score -8929058 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -8929088.000000 Penalty: 5342.086914
	Iteration 76Q: 3 clusters Score -8929088 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -8929140.000000 Penalty: 5342.086914
	Iteration 77Q: 3 clusters Score -8929140 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -8929197.000000 Penalty: 5342.086914
	Iteration 78Q: 3 clusters Score -8929197 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -8929227.000000 Penalty: 5342.086914
	Iteration 79Q: 3 clusters Score -8929227 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -8929278.000000 Penalty: 5342.086914
	Iteration 80F: 3 clusters Score -8929278 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -8929340.000000 Penalty: 5342.086914
	Iteration 81Q: 3 clusters Score -8929340 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -8929449.000000 Penalty: 5342.086914
	Iteration 82Q: 3 clusters Score -8929449 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -8929534.000000 Penalty: 5342.086914
	Iteration 83Q: 3 clusters Score -8929534 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -8929604.000000 Penalty: 5342.086914
	Iteration 84Q: 3 clusters Score -8929604 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -8929630.000000 Penalty: 5342.086914
	Iteration 85Q: 3 clusters Score -8929630 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -8929704.000000 Penalty: 5342.086914
	Iteration 86Q: 3 clusters Score -8929704 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -8929768.000000 Penalty: 5342.086914
	Iteration 87Q: 3 clusters Score -8929768 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -8929801.000000 Penalty: 5342.086914
	Iteration 88Q: 3 clusters Score -8929801 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -8929864.000000 Penalty: 5342.086914
	Iteration 89Q: 3 clusters Score -8929864 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -8929869.000000 Penalty: 5342.086914
	Iteration 90Q: 3 clusters Score -8929869 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -8929904.000000 Penalty: 5342.086914
	Iteration 91Q: 3 clusters Score -8929904 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -8929912.000000 Penalty: 5342.086914
	Iteration 92Q: 3 clusters Score -8929912 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -8929905.000000 Penalty: 5342.086914
	Iteration 93Q: 3 clusters Score -8929905 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -8929909.000000 Penalty: 5342.086914
	Iteration 94Q: 3 clusters Score -8929909 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -8929913.000000 Penalty: 5342.086914
	Iteration 95Q: 3 clusters Score -8929913 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8929895.000000 Penalty: 5342.086914
	Iteration 96Q: 3 clusters Score -8929895 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -8929928.000000 Penalty: 5342.086914
	Iteration 97Q: 3 clusters Score -8929928 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -8929934.000000 Penalty: 5342.086914
	Iteration 98Q: 3 clusters Score -8929934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -8929925.000000 Penalty: 5342.086914
	Iteration 99Q: 3 clusters Score -8929925 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8929945.000000 Penalty: 5342.086914
	Iteration 100F: 3 clusters Score -8929945 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -8929941.000000 Penalty: 5342.086914
	Iteration 101Q: 3 clusters Score -8929941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -8929958.000000 Penalty: 5342.086914
	Iteration 102Q: 3 clusters Score -8929958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -8929951.000000 Penalty: 5342.086914
	Iteration 103Q: 3 clusters Score -8929951 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -8929937.000000 Penalty: 5342.086914
	Iteration 104Q: 3 clusters Score -8929937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -8929941.000000 Penalty: 5342.086914
	Iteration 105Q: 3 clusters Score -8929941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -8929948.000000 Penalty: 5342.086914
	Iteration 106Q: 3 clusters Score -8929948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -8929951.000000 Penalty: 5342.086914
	Iteration 107Q: 3 clusters Score -8929951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -8929933.000000 Penalty: 5342.086914
	Iteration 108Q: 3 clusters Score -8929933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -8929923.000000 Penalty: 5342.086914
	Iteration 109Q: 3 clusters Score -8929923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -8929931.000000 Penalty: 5342.086914
	Iteration 110Q: 3 clusters Score -8929931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -8929929.000000 Penalty: 5342.086914
	Iteration 111Q: 3 clusters Score -8929929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -8929941.000000 Penalty: 5342.086914
	Iteration 112Q: 3 clusters Score -8929941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -8929947.000000 Penalty: 5342.086914
	Iteration 113Q: 3 clusters Score -8929947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -8929952.000000 Penalty: 5342.086914
	Iteration 114Q: 3 clusters Score -8929952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -8929941.000000 Penalty: 5342.086914
	Iteration 115Q: 3 clusters Score -8929941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -8929927.000000 Penalty: 5342.086914
	Iteration 116Q: 3 clusters Score -8929927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -8929921.000000 Penalty: 5342.086914
	Iteration 117Q: 3 clusters Score -8929921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -8929933.000000 Penalty: 5342.086914
	Iteration 118Q: 3 clusters Score -8929933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -8929927.000000 Penalty: 5342.086914
	Iteration 119Q: 3 clusters Score -8929927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -8929934.000000 Penalty: 5342.086914
	Iteration 120F: 3 clusters Score -8929934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -8929940.000000 Penalty: 5342.086914
	Iteration 121Q: 3 clusters Score -8929940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -8929936.000000 Penalty: 5342.086914
	Iteration 122Q: 3 clusters Score -8929936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -8929934.000000 Penalty: 5342.086914
	Iteration 123Q: 3 clusters Score -8929934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -8929934.000000 Penalty: 5342.086914
	Iteration 124Q: 3 clusters Score -8929934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -8929922.000000 Penalty: 5342.086914
	Iteration 125Q: 3 clusters Score -8929922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -8929922.000000 Penalty: 5342.086914
	Iteration 126Q: 3 clusters Score -8929922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -8929922.000000 Penalty: 5342.086914
	Iteration 127Q: 3 clusters Score -8929922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -8929921.000000 Penalty: 5342.086914
	Iteration 128Q: 3 clusters Score -8929921 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -8929923.000000 Penalty: 5342.086914
	Iteration 129Q: 3 clusters Score -8929923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -8929923.000000 Penalty: 5342.086914
	Iteration 130Q: 3 clusters Score -8929923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -8929926.000000 Penalty: 5342.086914
	Iteration 131Q: 3 clusters Score -8929926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -8929928.000000 Penalty: 5342.086914
	Iteration 132Q: 3 clusters Score -8929928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -8929941.000000 Penalty: 5342.086914
	Iteration 133Q: 3 clusters Score -8929941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -8929945.000000 Penalty: 5342.086914
	Iteration 134Q: 3 clusters Score -8929945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -8929944.000000 Penalty: 5342.086914
	Iteration 135Q: 3 clusters Score -8929944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -8929951.000000 Penalty: 5342.086914
	Iteration 136Q: 3 clusters Score -8929951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -8929950.000000 Penalty: 5342.086914
	Iteration 137Q: 3 clusters Score -8929950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -8929955.000000 Penalty: 5342.086914
	Iteration 138Q: 3 clusters Score -8929955 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8929960.000000 Penalty: 5342.086914
	Iteration 139Q: 3 clusters Score -8929960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -8929955.000000 Penalty: 5342.086914
	Iteration 140F: 3 clusters Score -8929955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -8929950.000000 Penalty: 5342.086914
	Iteration 141Q: 3 clusters Score -8929950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -8929950.000000 Penalty: 5342.086914
	Iteration 142Q: 3 clusters Score -8929950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -8929963.000000 Penalty: 5342.086914
	Iteration 143Q: 3 clusters Score -8929963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -8929969.000000 Penalty: 5342.086914
	Iteration 144Q: 3 clusters Score -8929969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -8929956.000000 Penalty: 5342.086914
	Iteration 145Q: 3 clusters Score -8929956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -8929966.000000 Penalty: 5342.086914
	Iteration 146Q: 3 clusters Score -8929966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8929969.000000 Penalty: 5342.086914
	Iteration 147Q: 3 clusters Score -8929969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -8929975.000000 Penalty: 5342.086914
	Iteration 148Q: 3 clusters Score -8929975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -8929971.000000 Penalty: 5342.086914
	Iteration 149Q: 3 clusters Score -8929971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -8929971.000000 Penalty: 5342.086914
	Iteration 150Q: 3 clusters Score -8929971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8929971.000000 Penalty: 5342.086914
	Iteration 151Q: 3 clusters Score -8929971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8929965.000000 Penalty: 5342.086914
	Iteration 152Q: 3 clusters Score -8929965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -8929963.000000 Penalty: 5342.086914
	Iteration 153Q: 3 clusters Score -8929963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -8929963.000000 Penalty: 5342.086914
	Iteration 154Q: 3 clusters Score -8929963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -8929952.000000 Penalty: 5342.086914
	Iteration 155Q: 3 clusters Score -8929952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -8929948.000000 Penalty: 5342.086914
	Iteration 156Q: 3 clusters Score -8929948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -8929940.000000 Penalty: 5342.086914
	Iteration 157Q: 3 clusters Score -8929940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -8929929.000000 Penalty: 5342.086914
	Iteration 158Q: 3 clusters Score -8929929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -8929935.000000 Penalty: 5342.086914
	Iteration 159Q: 3 clusters Score -8929935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -8929940.000000 Penalty: 5342.086914
	Iteration 160F: 3 clusters Score -8929940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -8929928.000000 Penalty: 5342.086914
	Iteration 161Q: 3 clusters Score -8929928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -8929938.000000 Penalty: 5342.086914
	Iteration 162Q: 3 clusters Score -8929938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -8929936.000000 Penalty: 5342.086914
	Iteration 163Q: 3 clusters Score -8929936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -8929931.000000 Penalty: 5342.086914
	Iteration 164Q: 3 clusters Score -8929931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -8929933.000000 Penalty: 5342.086914
	Iteration 165Q: 3 clusters Score -8929933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -8929937.000000 Penalty: 5342.086914
	Iteration 166Q: 3 clusters Score -8929937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -8929948.000000 Penalty: 5342.086914
	Iteration 167Q: 3 clusters Score -8929948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -8929949.000000 Penalty: 5342.086914
	Iteration 168Q: 3 clusters Score -8929949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -8929946.000000 Penalty: 5342.086914
	Iteration 169Q: 3 clusters Score -8929946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -8929946.000000 Penalty: 5342.086914
	Iteration 170Q: 3 clusters Score -8929946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -8929959.000000 Penalty: 5342.086914
	Iteration 171Q: 3 clusters Score -8929959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -8929953.000000 Penalty: 5342.086914
	Iteration 172Q: 3 clusters Score -8929953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -8929948.000000 Penalty: 5342.086914
	Iteration 173Q: 3 clusters Score -8929948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -8929948.000000 Penalty: 5342.086914
	Iteration 174Q: 3 clusters Score -8929948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -8929952.000000 Penalty: 5342.086914
	Iteration 175Q: 3 clusters Score -8929952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -8929953.000000 Penalty: 5342.086914
	Iteration 176Q: 3 clusters Score -8929953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -8929939.000000 Penalty: 5342.086914
	Iteration 177Q: 3 clusters Score -8929939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -8929952.000000 Penalty: 5342.086914
	Iteration 178Q: 3 clusters Score -8929952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -8929951.000000 Penalty: 5342.086914
	Iteration 179Q: 3 clusters Score -8929951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -8929949.000000 Penalty: 5342.086914
	Iteration 180F: 3 clusters Score -8929949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -8929941.000000 Penalty: 5342.086914
	Iteration 181Q: 3 clusters Score -8929941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -8929949.000000 Penalty: 5342.086914
	Iteration 182Q: 3 clusters Score -8929949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -8929949.000000 Penalty: 5342.086914
	Iteration 183F: 3 clusters Score -8929949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -159300.546875 Penalty: 1687.819214
	Iteration 0F: 2 clusters Score -159300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -157431.109375 Penalty: 3375.638428
	Iteration 0F: 3 clusters Score -157431.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -157682.281250 Penalty: 3375.638428
	Iteration 1F: 3 clusters Score -157682.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -157753.562500 Penalty: 3375.638428
	Iteration 2F: 3 clusters Score -157753.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -157784.765625 Penalty: 3375.638428
	Iteration 3Q: 3 clusters Score -157784.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -157804.750000 Penalty: 3375.638428
	Iteration 4Q: 3 clusters Score -157804.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -157813.109375 Penalty: 3375.638428
	Iteration 5Q: 3 clusters Score -157813.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -157818.093750 Penalty: 3375.638428
	Iteration 6Q: 3 clusters Score -157818.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -157822.843750 Penalty: 3375.638428
	Iteration 7Q: 3 clusters Score -157822.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -157828.953125 Penalty: 3375.638428
	Iteration 8Q: 3 clusters Score -157829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -157833.406250 Penalty: 3375.638428
	Iteration 9Q: 3 clusters Score -157833.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -157834.453125 Penalty: 3375.638428
	Iteration 10Q: 3 clusters Score -157834.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -157836.406250 Penalty: 3375.638428
	Iteration 11Q: 3 clusters Score -157836.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -157837.296875 Penalty: 3375.638428
	Iteration 12Q: 3 clusters Score -157837.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -157838.140625 Penalty: 3375.638428
	Iteration 13Q: 3 clusters Score -157838.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -157838.140625 Penalty: 3375.638428
	Iteration 14F: 3 clusters Score -157838.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Entering Unmasked Estep 
Score: -4307532.500000 Penalty: 2493.492188
	Iteration 0F: 2 clusters Score -4307532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -4291276.000000 Penalty: 4986.984375
	Iteration 0F: 3 clusters Score -4291276 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -4296752.500000 Penalty: 4986.984375
	Iteration 1F: 3 clusters Score -4296752 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -4297143.500000 Penalty: 4986.984375
	Iteration 2Q: 3 clusters Score -4297144 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -4297430.000000 Penalty: 4986.984375
	Iteration 3Q: 3 clusters Score -4297430 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -4297712.000000 Penalty: 4986.984375
	Iteration 4Q: 3 clusters Score -4297712 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -4298005.500000 Penalty: 4986.984375
	Iteration 5Q: 3 clusters Score -4298006 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -4298429.000000 Penalty: 4986.984375
	Iteration 6Q: 3 clusters Score -4298429 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -4299054.000000 Penalty: 4986.984375
	Iteration 7Q: 3 clusters Score -4299054 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -4299946.000000 Penalty: 4986.984375
	Iteration 8F: 3 clusters Score -4299946 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -4301283.000000 Penalty: 4986.984375
	Iteration 9F: 3 clusters Score -4301283 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -4302809.500000 Penalty: 4986.984375
	Iteration 10F: 3 clusters Score -4302810 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4304196.500000 Penalty: 4986.984375
	Iteration 11F: 3 clusters Score -4304196 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4305113.500000 Penalty: 4986.984375
	Iteration 12Q: 3 clusters Score -4305114 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4305728.000000 Penalty: 4986.984375
	Iteration 13Q: 3 clusters Score -4305728 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4305919.500000 Penalty: 4986.984375
	Iteration 14Q: 3 clusters Score -4305920 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4305980.000000 Penalty: 4986.984375
	Iteration 15Q: 3 clusters Score -4305980 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4306021.000000 Penalty: 4986.984375
	Iteration 16Q: 3 clusters Score -4306021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4306036.500000 Penalty: 4986.984375
	Iteration 17Q: 3 clusters Score -4306036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4306041.500000 Penalty: 4986.984375
	Iteration 18Q: 3 clusters Score -4306042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4306047.000000 Penalty: 4986.984375
	Iteration 19Q: 3 clusters Score -4306047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4306043.000000 Penalty: 4986.984375
	Iteration 20F: 3 clusters Score -4306043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4306045.000000 Penalty: 4986.984375
	Iteration 21Q: 3 clusters Score -4306045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4306047.000000 Penalty: 4986.984375
	Iteration 22Q: 3 clusters Score -4306047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4306040.500000 Penalty: 4986.984375
	Iteration 23Q: 3 clusters Score -4306040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4306037.000000 Penalty: 4986.984375
	Iteration 24Q: 3 clusters Score -4306037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4306042.000000 Penalty: 4986.984375
	Iteration 25Q: 3 clusters Score -4306042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4306041.500000 Penalty: 4986.984375
	Iteration 26Q: 3 clusters Score -4306042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -4306041.000000 Penalty: 4986.984375
	Iteration 27Q: 3 clusters Score -4306041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4306042.500000 Penalty: 4986.984375
	Iteration 28Q: 3 clusters Score -4306042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4306042.500000 Penalty: 4986.984375
	Iteration 29Q: 3 clusters Score -4306042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4306044.500000 Penalty: 4986.984375
	Iteration 30Q: 3 clusters Score -4306044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4306044.000000 Penalty: 4986.984375
	Iteration 31Q: 3 clusters Score -4306044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4306044.000000 Penalty: 4986.984375
	Iteration 32F: 3 clusters Score -4306044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -120869.562500 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -120869.6 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 350 members 
Entering Unmasked Estep 
Score: -119207.015625 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -119207 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -119510.843750 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -119510.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -119633.539062 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -119633.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -119692.195312 Penalty: 3244.350830
	Iteration 3Q: 3 clusters Score -119692.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -119735.546875 Penalty: 3244.350830
	Iteration 4Q: 3 clusters Score -119735.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -119795.632812 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -119795.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -119838.398438 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -119838.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -119889.148438 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -119889.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -119950.226562 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -119950.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -120005.015625 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -120005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -120045.804688 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -120045.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -120093.609375 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -120093.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -120121.570312 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -120121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -120134.593750 Penalty: 3244.350830
	Iteration 13Q: 3 clusters Score -120134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -120139.531250 Penalty: 3244.350830
	Iteration 14Q: 3 clusters Score -120139.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -120158.781250 Penalty: 3244.350830
	Iteration 15Q: 3 clusters Score -120158.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -120180.156250 Penalty: 3244.350830
	Iteration 16Q: 3 clusters Score -120180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -120187.664062 Penalty: 3244.350830
	Iteration 17Q: 3 clusters Score -120187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -120197.000000 Penalty: 3244.350830
	Iteration 18Q: 3 clusters Score -120197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -120200.679688 Penalty: 3244.350830
	Iteration 19Q: 3 clusters Score -120200.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -120200.679688 Penalty: 3244.350830
	Iteration 20F: 3 clusters Score -120200.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -379086.937500 Penalty: 1914.123657
	Iteration 0F: 2 clusters Score -379086.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -376361.000000 Penalty: 3828.247314
	Iteration 0F: 3 clusters Score -376361 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -377159.187500 Penalty: 3828.247314
	Iteration 1F: 3 clusters Score -377159.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -377686.062500 Penalty: 3828.247314
	Iteration 2F: 3 clusters Score -377686.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -378325.250000 Penalty: 3828.247314
	Iteration 3F: 3 clusters Score -378325.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -378613.906250 Penalty: 3828.247314
	Iteration 4F: 3 clusters Score -378613.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -378726.093750 Penalty: 3828.247314
	Iteration 5Q: 3 clusters Score -378726.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -378777.031250 Penalty: 3828.247314
	Iteration 6Q: 3 clusters Score -378777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -378806.968750 Penalty: 3828.247314
	Iteration 7Q: 3 clusters Score -378807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -378825.031250 Penalty: 3828.247314
	Iteration 8Q: 3 clusters Score -378825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -378832.312500 Penalty: 3828.247314
	Iteration 9Q: 3 clusters Score -378832.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -378833.781250 Penalty: 3828.247314
	Iteration 10Q: 3 clusters Score -378833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -378833.718750 Penalty: 3828.247314
	Iteration 11Q: 3 clusters Score -378833.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -378834.687500 Penalty: 3828.247314
	Iteration 12Q: 3 clusters Score -378834.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -378834.687500 Penalty: 3828.247314
	Iteration 13F: 3 clusters Score -378834.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Entering Unmasked Estep 
Score: -5794880.000000 Penalty: 2575.131836
	Iteration 0F: 2 clusters Score -5794880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -5772517.500000 Penalty: 5150.263672
	Iteration 0F: 3 clusters Score -5772518 nChanged 14660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -5780608.500000 Penalty: 5150.263672
	Iteration 1F: 3 clusters Score -5780608 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -5781037.500000 Penalty: 5150.263672
	Iteration 2Q: 3 clusters Score -5781038 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -5781436.000000 Penalty: 5150.263672
	Iteration 3Q: 3 clusters Score -5781436 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -5781739.500000 Penalty: 5150.263672
	Iteration 4Q: 3 clusters Score -5781740 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -5781909.000000 Penalty: 5150.263672
	Iteration 5Q: 3 clusters Score -5781909 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -5782092.500000 Penalty: 5150.263672
	Iteration 6Q: 3 clusters Score -5782092 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -5782254.000000 Penalty: 5150.263672
	Iteration 7Q: 3 clusters Score -5782254 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -5782421.500000 Penalty: 5150.263672
	Iteration 8Q: 3 clusters Score -5782422 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -5782586.500000 Penalty: 5150.263672
	Iteration 9Q: 3 clusters Score -5782586 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -5782742.500000 Penalty: 5150.263672
	Iteration 10Q: 3 clusters Score -5782742 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -5782921.500000 Penalty: 5150.263672
	Iteration 11Q: 3 clusters Score -5782922 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -5783124.000000 Penalty: 5150.263672
	Iteration 12Q: 3 clusters Score -5783124 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -5783342.000000 Penalty: 5150.263672
	Iteration 13Q: 3 clusters Score -5783342 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -5783597.000000 Penalty: 5150.263672
	Iteration 14Q: 3 clusters Score -5783597 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -5783875.500000 Penalty: 5150.263672
	Iteration 15Q: 3 clusters Score -5783876 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -5784277.500000 Penalty: 5150.263672
	Iteration 16Q: 3 clusters Score -5784278 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -5784727.500000 Penalty: 5150.263672
	Iteration 17Q: 3 clusters Score -5784728 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -5785439.500000 Penalty: 5150.263672
	Iteration 18Q: 3 clusters Score -5785440 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -5786242.500000 Penalty: 5150.263672
	Iteration 19Q: 3 clusters Score -5786242 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -5787122.500000 Penalty: 5150.263672
	Iteration 20F: 3 clusters Score -5787122 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -5787931.500000 Penalty: 5150.263672
	Iteration 21Q: 3 clusters Score -5787932 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -5788596.500000 Penalty: 5150.263672
	Iteration 22Q: 3 clusters Score -5788596 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -5789163.000000 Penalty: 5150.263672
	Iteration 23Q: 3 clusters Score -5789163 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -5789655.500000 Penalty: 5150.263672
	Iteration 24Q: 3 clusters Score -5789656 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -5790191.000000 Penalty: 5150.263672
	Iteration 25Q: 3 clusters Score -5790191 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -5790659.500000 Penalty: 5150.263672
	Iteration 26Q: 3 clusters Score -5790660 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -5791097.500000 Penalty: 5150.263672
	Iteration 27Q: 3 clusters Score -5791098 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -5791466.500000 Penalty: 5150.263672
	Iteration 28Q: 3 clusters Score -5791466 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -5791789.000000 Penalty: 5150.263672
	Iteration 29Q: 3 clusters Score -5791789 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -5792004.000000 Penalty: 5150.263672
	Iteration 30Q: 3 clusters Score -5792004 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -5792183.500000 Penalty: 5150.263672
	Iteration 31Q: 3 clusters Score -5792184 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -5792328.000000 Penalty: 5150.263672
	Iteration 32Q: 3 clusters Score -5792328 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -5792438.500000 Penalty: 5150.263672
	Iteration 33Q: 3 clusters Score -5792438 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -5792502.000000 Penalty: 5150.263672
	Iteration 34Q: 3 clusters Score -5792502 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 31827 members 
Entering Unmasked Estep 
Score: -5792552.500000 Penalty: 5150.263672
	Iteration 35Q: 3 clusters Score -5792552 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -5792603.000000 Penalty: 5150.263672
	Iteration 36Q: 3 clusters Score -5792603 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -5792617.500000 Penalty: 5150.263672
	Iteration 37Q: 3 clusters Score -5792618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -5792648.000000 Penalty: 5150.263672
	Iteration 38Q: 3 clusters Score -5792648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -5792668.000000 Penalty: 5150.263672
	Iteration 39Q: 3 clusters Score -5792668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -5792676.000000 Penalty: 5150.263672
	Iteration 40F: 3 clusters Score -5792676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -5792681.000000 Penalty: 5150.263672
	Iteration 41Q: 3 clusters Score -5792681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -5792691.500000 Penalty: 5150.263672
	Iteration 42Q: 3 clusters Score -5792692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -5792691.000000 Penalty: 5150.263672
	Iteration 43Q: 3 clusters Score -5792691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -5792689.000000 Penalty: 5150.263672
	Iteration 44Q: 3 clusters Score -5792689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -5792689.000000 Penalty: 5150.263672
	Iteration 45F: 3 clusters Score -5792689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Entering Unmasked Estep 
Score: -8755348.000000 Penalty: 2668.755371
	Iteration 0F: 2 clusters Score -8755348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -8725688.000000 Penalty: 5337.510742
	Iteration 0F: 3 clusters Score -8725688 nChanged 21579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -8737371.000000 Penalty: 5337.510742
	Iteration 1F: 3 clusters Score -8737371 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -8737759.000000 Penalty: 5337.510742
	Iteration 2Q: 3 clusters Score -8737759 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -8738134.000000 Penalty: 5337.510742
	Iteration 3Q: 3 clusters Score -8738134 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -8738521.000000 Penalty: 5337.510742
	Iteration 4Q: 3 clusters Score -8738521 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -8738884.000000 Penalty: 5337.510742
	Iteration 5Q: 3 clusters Score -8738884 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -8739279.000000 Penalty: 5337.510742
	Iteration 6Q: 3 clusters Score -8739279 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -8739784.000000 Penalty: 5337.510742
	Iteration 7Q: 3 clusters Score -8739784 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -8740420.000000 Penalty: 5337.510742
	Iteration 8Q: 3 clusters Score -8740420 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -8741503.000000 Penalty: 5337.510742
	Iteration 9Q: 3 clusters Score -8741503 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -8743135.000000 Penalty: 5337.510742
	Iteration 10F: 3 clusters Score -8743135 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -8745353.000000 Penalty: 5337.510742
	Iteration 11F: 3 clusters Score -8745353 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -8747922.000000 Penalty: 5337.510742
	Iteration 12F: 3 clusters Score -8747922 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -8749801.000000 Penalty: 5337.510742
	Iteration 13F: 3 clusters Score -8749801 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -8750800.000000 Penalty: 5337.510742
	Iteration 14Q: 3 clusters Score -8750800 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -8751438.000000 Penalty: 5337.510742
	Iteration 15Q: 3 clusters Score -8751438 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -8751916.000000 Penalty: 5337.510742
	Iteration 16Q: 3 clusters Score -8751916 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -8752282.000000 Penalty: 5337.510742
	Iteration 17Q: 3 clusters Score -8752282 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -8752592.000000 Penalty: 5337.510742
	Iteration 18Q: 3 clusters Score -8752592 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -8752781.000000 Penalty: 5337.510742
	Iteration 19Q: 3 clusters Score -8752781 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -8752920.000000 Penalty: 5337.510742
	Iteration 20F: 3 clusters Score -8752920 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -8753059.000000 Penalty: 5337.510742
	Iteration 21Q: 3 clusters Score -8753059 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -8753122.000000 Penalty: 5337.510742
	Iteration 22Q: 3 clusters Score -8753122 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -8753199.000000 Penalty: 5337.510742
	Iteration 23Q: 3 clusters Score -8753199 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -8753240.000000 Penalty: 5337.510742
	Iteration 24Q: 3 clusters Score -8753240 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -8753297.000000 Penalty: 5337.510742
	Iteration 25Q: 3 clusters Score -8753297 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -8753343.000000 Penalty: 5337.510742
	Iteration 26Q: 3 clusters Score -8753343 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -8753380.000000 Penalty: 5337.510742
	Iteration 27Q: 3 clusters Score -8753380 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -8753406.000000 Penalty: 5337.510742
	Iteration 28Q: 3 clusters Score -8753406 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -8753424.000000 Penalty: 5337.510742
	Iteration 29Q: 3 clusters Score -8753424 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -8753459.000000 Penalty: 5337.510742
	Iteration 30Q: 3 clusters Score -8753459 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -8753466.000000 Penalty: 5337.510742
	Iteration 31Q: 3 clusters Score -8753466 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -8753472.000000 Penalty: 5337.510742
	Iteration 32Q: 3 clusters Score -8753472 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -8753478.000000 Penalty: 5337.510742
	Iteration 33Q: 3 clusters Score -8753478 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -8753490.000000 Penalty: 5337.510742
	Iteration 34Q: 3 clusters Score -8753490 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -8753536.000000 Penalty: 5337.510742
	Iteration 35Q: 3 clusters Score -8753536 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -8753558.000000 Penalty: 5337.510742
	Iteration 36Q: 3 clusters Score -8753558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -8753598.000000 Penalty: 5337.510742
	Iteration 37Q: 3 clusters Score -8753598 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -8753595.000000 Penalty: 5337.510742
	Iteration 38Q: 3 clusters Score -8753595 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -8753640.000000 Penalty: 5337.510742
	Iteration 39Q: 3 clusters Score -8753640 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -8753627.000000 Penalty: 5337.510742
	Iteration 40F: 3 clusters Score -8753627 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -8753646.000000 Penalty: 5337.510742
	Iteration 41Q: 3 clusters Score -8753646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -8753671.000000 Penalty: 5337.510742
	Iteration 42Q: 3 clusters Score -8753671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -8753684.000000 Penalty: 5337.510742
	Iteration 43Q: 3 clusters Score -8753684 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -8753691.000000 Penalty: 5337.510742
	Iteration 44Q: 3 clusters Score -8753691 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -8753717.000000 Penalty: 5337.510742
	Iteration 45Q: 3 clusters Score -8753717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -8753729.000000 Penalty: 5337.510742
	Iteration 46Q: 3 clusters Score -8753729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -8753734.000000 Penalty: 5337.510742
	Iteration 47Q: 3 clusters Score -8753734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -8753734.000000 Penalty: 5337.510742
	Iteration 48Q: 3 clusters Score -8753734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -8753750.000000 Penalty: 5337.510742
	Iteration 49Q: 3 clusters Score -8753750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -8753743.000000 Penalty: 5337.510742
	Iteration 50Q: 3 clusters Score -8753743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -8753745.000000 Penalty: 5337.510742
	Iteration 51Q: 3 clusters Score -8753745 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -8753771.000000 Penalty: 5337.510742
	Iteration 52Q: 3 clusters Score -8753771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -8753777.000000 Penalty: 5337.510742
	Iteration 53Q: 3 clusters Score -8753777 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -8753781.000000 Penalty: 5337.510742
	Iteration 54Q: 3 clusters Score -8753781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -8753778.000000 Penalty: 5337.510742
	Iteration 55Q: 3 clusters Score -8753778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -8753768.000000 Penalty: 5337.510742
	Iteration 56Q: 3 clusters Score -8753768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -8753773.000000 Penalty: 5337.510742
	Iteration 57Q: 3 clusters Score -8753773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -8753770.000000 Penalty: 5337.510742
	Iteration 58Q: 3 clusters Score -8753770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -8753776.000000 Penalty: 5337.510742
	Iteration 59Q: 3 clusters Score -8753776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -8753774.000000 Penalty: 5337.510742
	Iteration 60F: 3 clusters Score -8753774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -8753770.000000 Penalty: 5337.510742
	Iteration 61Q: 3 clusters Score -8753770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -8753774.000000 Penalty: 5337.510742
	Iteration 62Q: 3 clusters Score -8753774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -8753770.000000 Penalty: 5337.510742
	Iteration 63Q: 3 clusters Score -8753770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -8753771.000000 Penalty: 5337.510742
	Iteration 64Q: 3 clusters Score -8753771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -8753780.000000 Penalty: 5337.510742
	Iteration 65Q: 3 clusters Score -8753780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -8753782.000000 Penalty: 5337.510742
	Iteration 66Q: 3 clusters Score -8753782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -8753792.000000 Penalty: 5337.510742
	Iteration 67Q: 3 clusters Score -8753792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -8753787.000000 Penalty: 5337.510742
	Iteration 68Q: 3 clusters Score -8753787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -8753787.000000 Penalty: 5337.510742
	Iteration 69Q: 3 clusters Score -8753787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -8753778.000000 Penalty: 5337.510742
	Iteration 70Q: 3 clusters Score -8753778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -8753789.000000 Penalty: 5337.510742
	Iteration 71Q: 3 clusters Score -8753789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -8753800.000000 Penalty: 5337.510742
	Iteration 72Q: 3 clusters Score -8753800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -8753801.000000 Penalty: 5337.510742
	Iteration 73Q: 3 clusters Score -8753801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -8753795.000000 Penalty: 5337.510742
	Iteration 74Q: 3 clusters Score -8753795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -8753794.000000 Penalty: 5337.510742
	Iteration 75Q: 3 clusters Score -8753794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -8753785.000000 Penalty: 5337.510742
	Iteration 76Q: 3 clusters Score -8753785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -8753791.000000 Penalty: 5337.510742
	Iteration 77Q: 3 clusters Score -8753791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -8753796.000000 Penalty: 5337.510742
	Iteration 78Q: 3 clusters Score -8753796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -8753806.000000 Penalty: 5337.510742
	Iteration 79Q: 3 clusters Score -8753806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -8753802.000000 Penalty: 5337.510742
	Iteration 80F: 3 clusters Score -8753802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -8753808.000000 Penalty: 5337.510742
	Iteration 81Q: 3 clusters Score -8753808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -8753805.000000 Penalty: 5337.510742
	Iteration 82Q: 3 clusters Score -8753805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -8753803.000000 Penalty: 5337.510742
	Iteration 83Q: 3 clusters Score -8753803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -8753813.000000 Penalty: 5337.510742
	Iteration 84Q: 3 clusters Score -8753813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -8753805.000000 Penalty: 5337.510742
	Iteration 85Q: 3 clusters Score -8753805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -8753813.000000 Penalty: 5337.510742
	Iteration 86Q: 3 clusters Score -8753813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -8753820.000000 Penalty: 5337.510742
	Iteration 87Q: 3 clusters Score -8753820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -8753812.000000 Penalty: 5337.510742
	Iteration 88Q: 3 clusters Score -8753812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -8753819.000000 Penalty: 5337.510742
	Iteration 89Q: 3 clusters Score -8753819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -8753822.000000 Penalty: 5337.510742
	Iteration 90Q: 3 clusters Score -8753822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -8753824.000000 Penalty: 5337.510742
	Iteration 91Q: 3 clusters Score -8753824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -8753828.000000 Penalty: 5337.510742
	Iteration 92Q: 3 clusters Score -8753828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -8753835.000000 Penalty: 5337.510742
	Iteration 93Q: 3 clusters Score -8753835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -8753823.000000 Penalty: 5337.510742
	Iteration 94Q: 3 clusters Score -8753823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -8753835.000000 Penalty: 5337.510742
	Iteration 95Q: 3 clusters Score -8753835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -8753832.000000 Penalty: 5337.510742
	Iteration 96Q: 3 clusters Score -8753832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -8753824.000000 Penalty: 5337.510742
	Iteration 97Q: 3 clusters Score -8753824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -8753826.000000 Penalty: 5337.510742
	Iteration 98Q: 3 clusters Score -8753826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -8753830.000000 Penalty: 5337.510742
	Iteration 99Q: 3 clusters Score -8753830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -8753835.000000 Penalty: 5337.510742
	Iteration 100F: 3 clusters Score -8753835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -8753828.000000 Penalty: 5337.510742
	Iteration 101Q: 3 clusters Score -8753828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -8753832.000000 Penalty: 5337.510742
	Iteration 102Q: 3 clusters Score -8753832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -8753826.000000 Penalty: 5337.510742
	Iteration 103Q: 3 clusters Score -8753826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -8753826.000000 Penalty: 5337.510742
	Iteration 104F: 3 clusters Score -8753826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Entering Unmasked Estep 
Score: -7533558.500000 Penalty: 2634.771729
	Iteration 0F: 2 clusters Score -7533558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -7505621.000000 Penalty: 5269.543457
	Iteration 0F: 3 clusters Score -7505621 nChanged 18951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -7516167.500000 Penalty: 5269.543457
	Iteration 1F: 3 clusters Score -7516168 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -7516703.500000 Penalty: 5269.543457
	Iteration 2Q: 3 clusters Score -7516704 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -7517334.000000 Penalty: 5269.543457
	Iteration 3Q: 3 clusters Score -7517334 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -7518063.000000 Penalty: 5269.543457
	Iteration 4Q: 3 clusters Score -7518063 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -7519111.500000 Penalty: 5269.543457
	Iteration 5Q: 3 clusters Score -7519112 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -7520650.500000 Penalty: 5269.543457
	Iteration 6F: 3 clusters Score -7520650 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -7522615.500000 Penalty: 5269.543457
	Iteration 7F: 3 clusters Score -7522616 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -7524707.500000 Penalty: 5269.543457
	Iteration 8F: 3 clusters Score -7524708 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -7526424.000000 Penalty: 5269.543457
	Iteration 9F: 3 clusters Score -7526424 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -7527470.500000 Penalty: 5269.543457
	Iteration 10Q: 3 clusters Score -7527470 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -7528135.500000 Penalty: 5269.543457
	Iteration 11Q: 3 clusters Score -7528136 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -7528707.000000 Penalty: 5269.543457
	Iteration 12Q: 3 clusters Score -7528707 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -7529206.500000 Penalty: 5269.543457
	Iteration 13Q: 3 clusters Score -7529206 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -7529664.500000 Penalty: 5269.543457
	Iteration 14Q: 3 clusters Score -7529664 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -7530022.000000 Penalty: 5269.543457
	Iteration 15Q: 3 clusters Score -7530022 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -7530382.500000 Penalty: 5269.543457
	Iteration 16Q: 3 clusters Score -7530382 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -7530575.500000 Penalty: 5269.543457
	Iteration 17Q: 3 clusters Score -7530576 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -7530769.500000 Penalty: 5269.543457
	Iteration 18Q: 3 clusters Score -7530770 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -7530876.500000 Penalty: 5269.543457
	Iteration 19Q: 3 clusters Score -7530876 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -7530997.500000 Penalty: 5269.543457
	Iteration 20F: 3 clusters Score -7530998 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -7531108.000000 Penalty: 5269.543457
	Iteration 21Q: 3 clusters Score -7531108 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -7531168.500000 Penalty: 5269.543457
	Iteration 22Q: 3 clusters Score -7531168 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -7531228.000000 Penalty: 5269.543457
	Iteration 23Q: 3 clusters Score -7531228 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -7531294.000000 Penalty: 5269.543457
	Iteration 24Q: 3 clusters Score -7531294 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -7531341.000000 Penalty: 5269.543457
	Iteration 25Q: 3 clusters Score -7531341 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -7531390.500000 Penalty: 5269.543457
	Iteration 26Q: 3 clusters Score -7531390 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -7531429.000000 Penalty: 5269.543457
	Iteration 27Q: 3 clusters Score -7531429 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -7531479.000000 Penalty: 5269.543457
	Iteration 28Q: 3 clusters Score -7531479 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -7531511.000000 Penalty: 5269.543457
	Iteration 29Q: 3 clusters Score -7531511 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -7531521.500000 Penalty: 5269.543457
	Iteration 30Q: 3 clusters Score -7531522 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -7531531.500000 Penalty: 5269.543457
	Iteration 31Q: 3 clusters Score -7531532 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -7531536.500000 Penalty: 5269.543457
	Iteration 32Q: 3 clusters Score -7531536 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -7531572.500000 Penalty: 5269.543457
	Iteration 33Q: 3 clusters Score -7531572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -7531586.500000 Penalty: 5269.543457
	Iteration 34Q: 3 clusters Score -7531586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -7531598.500000 Penalty: 5269.543457
	Iteration 35Q: 3 clusters Score -7531598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -7531604.000000 Penalty: 5269.543457
	Iteration 36Q: 3 clusters Score -7531604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -7531619.000000 Penalty: 5269.543457
	Iteration 37Q: 3 clusters Score -7531619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -7531616.500000 Penalty: 5269.543457
	Iteration 38Q: 3 clusters Score -7531616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -7531595.000000 Penalty: 5269.543457
	Iteration 39Q: 3 clusters Score -7531595 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -7531589.000000 Penalty: 5269.543457
	Iteration 40F: 3 clusters Score -7531589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -7531587.000000 Penalty: 5269.543457
	Iteration 41Q: 3 clusters Score -7531587 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -7531601.500000 Penalty: 5269.543457
	Iteration 42Q: 3 clusters Score -7531602 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -7531609.500000 Penalty: 5269.543457
	Iteration 43Q: 3 clusters Score -7531610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -7531634.000000 Penalty: 5269.543457
	Iteration 44Q: 3 clusters Score -7531634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -7531640.500000 Penalty: 5269.543457
	Iteration 45Q: 3 clusters Score -7531640 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -7531643.000000 Penalty: 5269.543457
	Iteration 46Q: 3 clusters Score -7531643 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -7531651.000000 Penalty: 5269.543457
	Iteration 47Q: 3 clusters Score -7531651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -7531649.500000 Penalty: 5269.543457
	Iteration 48Q: 3 clusters Score -7531650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -7531644.500000 Penalty: 5269.543457
	Iteration 49Q: 3 clusters Score -7531644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -7531644.500000 Penalty: 5269.543457
	Iteration 50Q: 3 clusters Score -7531644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -7531644.000000 Penalty: 5269.543457
	Iteration 51Q: 3 clusters Score -7531644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -7531649.000000 Penalty: 5269.543457
	Iteration 52Q: 3 clusters Score -7531649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -7531664.500000 Penalty: 5269.543457
	Iteration 53Q: 3 clusters Score -7531664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -7531660.500000 Penalty: 5269.543457
	Iteration 54Q: 3 clusters Score -7531660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -7531658.000000 Penalty: 5269.543457
	Iteration 55Q: 3 clusters Score -7531658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -7531672.000000 Penalty: 5269.543457
	Iteration 56Q: 3 clusters Score -7531672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -7531666.000000 Penalty: 5269.543457
	Iteration 57Q: 3 clusters Score -7531666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -7531651.000000 Penalty: 5269.543457
	Iteration 58Q: 3 clusters Score -7531651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -7531661.000000 Penalty: 5269.543457
	Iteration 59Q: 3 clusters Score -7531661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -7531653.000000 Penalty: 5269.543457
	Iteration 60F: 3 clusters Score -7531653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -7531648.500000 Penalty: 5269.543457
	Iteration 61Q: 3 clusters Score -7531648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -7531661.000000 Penalty: 5269.543457
	Iteration 62Q: 3 clusters Score -7531661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -7531662.000000 Penalty: 5269.543457
	Iteration 63Q: 3 clusters Score -7531662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -7531656.000000 Penalty: 5269.543457
	Iteration 64Q: 3 clusters Score -7531656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -7531645.000000 Penalty: 5269.543457
	Iteration 65Q: 3 clusters Score -7531645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -7531647.500000 Penalty: 5269.543457
	Iteration 66Q: 3 clusters Score -7531648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -7531643.500000 Penalty: 5269.543457
	Iteration 67Q: 3 clusters Score -7531644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -7531654.000000 Penalty: 5269.543457
	Iteration 68Q: 3 clusters Score -7531654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -7531657.500000 Penalty: 5269.543457
	Iteration 69Q: 3 clusters Score -7531658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -7531658.000000 Penalty: 5269.543457
	Iteration 70Q: 3 clusters Score -7531658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -7531660.000000 Penalty: 5269.543457
	Iteration 71Q: 3 clusters Score -7531660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -7531663.000000 Penalty: 5269.543457
	Iteration 72Q: 3 clusters Score -7531663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -7531672.000000 Penalty: 5269.543457
	Iteration 73Q: 3 clusters Score -7531672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -7531674.000000 Penalty: 5269.543457
	Iteration 74Q: 3 clusters Score -7531674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -7531671.500000 Penalty: 5269.543457
	Iteration 75Q: 3 clusters Score -7531672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -7531667.500000 Penalty: 5269.543457
	Iteration 76Q: 3 clusters Score -7531668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -7531665.500000 Penalty: 5269.543457
	Iteration 77Q: 3 clusters Score -7531666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -7531666.000000 Penalty: 5269.543457
	Iteration 78Q: 3 clusters Score -7531666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -7531662.000000 Penalty: 5269.543457
	Iteration 79Q: 3 clusters Score -7531662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -7531663.500000 Penalty: 5269.543457
	Iteration 80F: 3 clusters Score -7531664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -7531661.500000 Penalty: 5269.543457
	Iteration 81Q: 3 clusters Score -7531662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -7531661.500000 Penalty: 5269.543457
	Iteration 82Q: 3 clusters Score -7531662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -7531668.000000 Penalty: 5269.543457
	Iteration 83Q: 3 clusters Score -7531668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -7531668.500000 Penalty: 5269.543457
	Iteration 84Q: 3 clusters Score -7531668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -7531669.000000 Penalty: 5269.543457
	Iteration 85Q: 3 clusters Score -7531669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -7531675.000000 Penalty: 5269.543457
	Iteration 86Q: 3 clusters Score -7531675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -7531673.000000 Penalty: 5269.543457
	Iteration 87Q: 3 clusters Score -7531673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -7531673.000000 Penalty: 5269.543457
	Iteration 88F: 3 clusters Score -7531673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Entering Unmasked Estep 
Score: -8712603.000000 Penalty: 2666.584229
	Iteration 0F: 2 clusters Score -8712603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -8683110.000000 Penalty: 5333.168457
	Iteration 0F: 3 clusters Score -8683110 nChanged 21584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -8694987.000000 Penalty: 5333.168457
	Iteration 1F: 3 clusters Score -8694987 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -8695591.000000 Penalty: 5333.168457
	Iteration 2Q: 3 clusters Score -8695591 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -8696219.000000 Penalty: 5333.168457
	Iteration 3Q: 3 clusters Score -8696219 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -8697005.000000 Penalty: 5333.168457
	Iteration 4Q: 3 clusters Score -8697005 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -8698244.000000 Penalty: 5333.168457
	Iteration 5F: 3 clusters Score -8698244 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -8700036.000000 Penalty: 5333.168457
	Iteration 6F: 3 clusters Score -8700036 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -8702640.000000 Penalty: 5333.168457
	Iteration 7F: 3 clusters Score -8702640 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -8705699.000000 Penalty: 5333.168457
	Iteration 8F: 3 clusters Score -8705699 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -8708400.000000 Penalty: 5333.168457
	Iteration 9F: 3 clusters Score -8708400 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8709674.000000 Penalty: 5333.168457
	Iteration 10Q: 3 clusters Score -8709674 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8710035.000000 Penalty: 5333.168457
	Iteration 11Q: 3 clusters Score -8710035 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8710185.000000 Penalty: 5333.168457
	Iteration 12Q: 3 clusters Score -8710185 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8710270.000000 Penalty: 5333.168457
	Iteration 13Q: 3 clusters Score -8710270 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8710324.000000 Penalty: 5333.168457
	Iteration 14Q: 3 clusters Score -8710324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8710362.000000 Penalty: 5333.168457
	Iteration 15Q: 3 clusters Score -8710362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8710364.000000 Penalty: 5333.168457
	Iteration 16Q: 3 clusters Score -8710364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8710382.000000 Penalty: 5333.168457
	Iteration 17Q: 3 clusters Score -8710382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8710382.000000 Penalty: 5333.168457
	Iteration 18Q: 3 clusters Score -8710382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8710385.000000 Penalty: 5333.168457
	Iteration 19Q: 3 clusters Score -8710385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8710400.000000 Penalty: 5333.168457
	Iteration 20F: 3 clusters Score -8710400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8710399.000000 Penalty: 5333.168457
	Iteration 21Q: 3 clusters Score -8710399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8710403.000000 Penalty: 5333.168457
	Iteration 22Q: 3 clusters Score -8710403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8710403.000000 Penalty: 5333.168457
	Iteration 23F: 3 clusters Score -8710403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -119777.289062 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -119777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -118072.953125 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -118073 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -118555.179688 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -118555.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -118758.953125 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -118759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -118840.109375 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -118840.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -118938.695312 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -118938.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -119012.226562 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -119012.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -119052.882812 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -119052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -119093.062500 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -119093.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -119122.773438 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -119122.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -119141.031250 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -119141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -119148.687500 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -119148.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -119158.859375 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -119158.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -119168.781250 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -119168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -119174.226562 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -119174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -119176.070312 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -119176.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -119178.984375 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -119179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -119179.882812 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -119179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -119179.882812 Penalty: 3306.810547
	Iteration 17F: 3 clusters Score -119179.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Entering Unmasked Estep 
Score: -8135500.000000 Penalty: 2651.105957
	Iteration 0F: 2 clusters Score -8135500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -8106249.000000 Penalty: 5302.211914
	Iteration 0F: 3 clusters Score -8106249 nChanged 20135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -8117236.500000 Penalty: 5302.211914
	Iteration 1F: 3 clusters Score -8117236 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -8117872.500000 Penalty: 5302.211914
	Iteration 2Q: 3 clusters Score -8117872 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -8118534.500000 Penalty: 5302.211914
	Iteration 3Q: 3 clusters Score -8118534 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -8119473.000000 Penalty: 5302.211914
	Iteration 4F: 3 clusters Score -8119473 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -8120721.000000 Penalty: 5302.211914
	Iteration 5F: 3 clusters Score -8120721 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -8122410.000000 Penalty: 5302.211914
	Iteration 6F: 3 clusters Score -8122410 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -8124728.500000 Penalty: 5302.211914
	Iteration 7F: 3 clusters Score -8124728 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -8127117.500000 Penalty: 5302.211914
	Iteration 8F: 3 clusters Score -8127118 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -8128898.500000 Penalty: 5302.211914
	Iteration 9F: 3 clusters Score -8128898 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -8129740.500000 Penalty: 5302.211914
	Iteration 10Q: 3 clusters Score -8129740 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -8130089.000000 Penalty: 5302.211914
	Iteration 11Q: 3 clusters Score -8130089 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -8130275.500000 Penalty: 5302.211914
	Iteration 12Q: 3 clusters Score -8130276 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -8130444.500000 Penalty: 5302.211914
	Iteration 13Q: 3 clusters Score -8130444 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -8130581.500000 Penalty: 5302.211914
	Iteration 14Q: 3 clusters Score -8130582 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -8130712.000000 Penalty: 5302.211914
	Iteration 15Q: 3 clusters Score -8130712 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -8130778.000000 Penalty: 5302.211914
	Iteration 16Q: 3 clusters Score -8130778 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -8130833.000000 Penalty: 5302.211914
	Iteration 17Q: 3 clusters Score -8130833 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -8130838.500000 Penalty: 5302.211914
	Iteration 18Q: 3 clusters Score -8130838 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -8130867.500000 Penalty: 5302.211914
	Iteration 19Q: 3 clusters Score -8130868 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -8130869.000000 Penalty: 5302.211914
	Iteration 20F: 3 clusters Score -8130869 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -8130865.500000 Penalty: 5302.211914
	Iteration 21Q: 3 clusters Score -8130866 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -8130852.500000 Penalty: 5302.211914
	Iteration 22Q: 3 clusters Score -8130852 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -8130848.000000 Penalty: 5302.211914
	Iteration 23Q: 3 clusters Score -8130848 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -8130845.000000 Penalty: 5302.211914
	Iteration 24Q: 3 clusters Score -8130845 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -8130853.500000 Penalty: 5302.211914
	Iteration 25Q: 3 clusters Score -8130854 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -8130837.000000 Penalty: 5302.211914
	Iteration 26Q: 3 clusters Score -8130837 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -8130825.000000 Penalty: 5302.211914
	Iteration 27Q: 3 clusters Score -8130825 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -8130826.500000 Penalty: 5302.211914
	Iteration 28Q: 3 clusters Score -8130826 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -8130798.500000 Penalty: 5302.211914
	Iteration 29Q: 3 clusters Score -8130798 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -8130820.000000 Penalty: 5302.211914
	Iteration 30Q: 3 clusters Score -8130820 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -8130808.000000 Penalty: 5302.211914
	Iteration 31Q: 3 clusters Score -8130808 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -8130799.500000 Penalty: 5302.211914
	Iteration 32Q: 3 clusters Score -8130800 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -8130778.500000 Penalty: 5302.211914
	Iteration 33Q: 3 clusters Score -8130778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -8130761.500000 Penalty: 5302.211914
	Iteration 34Q: 3 clusters Score -8130762 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -8130740.500000 Penalty: 5302.211914
	Iteration 35Q: 3 clusters Score -8130740 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -8130729.000000 Penalty: 5302.211914
	Iteration 36Q: 3 clusters Score -8130729 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -8130725.000000 Penalty: 5302.211914
	Iteration 37Q: 3 clusters Score -8130725 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -8130713.000000 Penalty: 5302.211914
	Iteration 38Q: 3 clusters Score -8130713 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -8130705.500000 Penalty: 5302.211914
	Iteration 39Q: 3 clusters Score -8130706 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -8130706.500000 Penalty: 5302.211914
	Iteration 40F: 3 clusters Score -8130706 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -8130722.500000 Penalty: 5302.211914
	Iteration 41Q: 3 clusters Score -8130722 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -8130733.500000 Penalty: 5302.211914
	Iteration 42Q: 3 clusters Score -8130734 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -8130703.500000 Penalty: 5302.211914
	Iteration 43Q: 3 clusters Score -8130704 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -8130700.000000 Penalty: 5302.211914
	Iteration 44Q: 3 clusters Score -8130700 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -8130698.000000 Penalty: 5302.211914
	Iteration 45Q: 3 clusters Score -8130698 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -8130661.500000 Penalty: 5302.211914
	Iteration 46Q: 3 clusters Score -8130662 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -8130648.000000 Penalty: 5302.211914
	Iteration 47Q: 3 clusters Score -8130648 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -8130639.500000 Penalty: 5302.211914
	Iteration 48Q: 3 clusters Score -8130640 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -8130624.000000 Penalty: 5302.211914
	Iteration 49Q: 3 clusters Score -8130624 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -8130635.000000 Penalty: 5302.211914
	Iteration 50Q: 3 clusters Score -8130635 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -8130609.500000 Penalty: 5302.211914
	Iteration 51Q: 3 clusters Score -8130610 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -8130566.500000 Penalty: 5302.211914
	Iteration 52Q: 3 clusters Score -8130566 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -8130574.500000 Penalty: 5302.211914
	Iteration 53Q: 3 clusters Score -8130574 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -8130579.000000 Penalty: 5302.211914
	Iteration 54Q: 3 clusters Score -8130579 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -8130569.000000 Penalty: 5302.211914
	Iteration 55Q: 3 clusters Score -8130569 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -8130565.500000 Penalty: 5302.211914
	Iteration 56Q: 3 clusters Score -8130566 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -8130572.000000 Penalty: 5302.211914
	Iteration 57Q: 3 clusters Score -8130572 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -8130565.000000 Penalty: 5302.211914
	Iteration 58Q: 3 clusters Score -8130565 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -8130547.000000 Penalty: 5302.211914
	Iteration 59Q: 3 clusters Score -8130547 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -8130547.000000 Penalty: 5302.211914
	Iteration 60F: 3 clusters Score -8130547 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -8130533.500000 Penalty: 5302.211914
	Iteration 61Q: 3 clusters Score -8130534 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -8130547.000000 Penalty: 5302.211914
	Iteration 62Q: 3 clusters Score -8130547 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -8130557.000000 Penalty: 5302.211914
	Iteration 63Q: 3 clusters Score -8130557 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -8130579.000000 Penalty: 5302.211914
	Iteration 64Q: 3 clusters Score -8130579 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -8130569.500000 Penalty: 5302.211914
	Iteration 65Q: 3 clusters Score -8130570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -8130583.500000 Penalty: 5302.211914
	Iteration 66Q: 3 clusters Score -8130584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -8130571.500000 Penalty: 5302.211914
	Iteration 67Q: 3 clusters Score -8130572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -8130573.000000 Penalty: 5302.211914
	Iteration 68Q: 3 clusters Score -8130573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -8130583.000000 Penalty: 5302.211914
	Iteration 69Q: 3 clusters Score -8130583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -8130571.000000 Penalty: 5302.211914
	Iteration 70Q: 3 clusters Score -8130571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -8130581.000000 Penalty: 5302.211914
	Iteration 71Q: 3 clusters Score -8130581 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -8130570.000000 Penalty: 5302.211914
	Iteration 72Q: 3 clusters Score -8130570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -8130568.000000 Penalty: 5302.211914
	Iteration 73Q: 3 clusters Score -8130568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -8130570.000000 Penalty: 5302.211914
	Iteration 74Q: 3 clusters Score -8130570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -8130543.000000 Penalty: 5302.211914
	Iteration 75Q: 3 clusters Score -8130543 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -8130561.000000 Penalty: 5302.211914
	Iteration 76Q: 3 clusters Score -8130561 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -8130545.500000 Penalty: 5302.211914
	Iteration 77Q: 3 clusters Score -8130546 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -8130533.000000 Penalty: 5302.211914
	Iteration 78Q: 3 clusters Score -8130533 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -8130527.000000 Penalty: 5302.211914
	Iteration 79Q: 3 clusters Score -8130527 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -8130530.000000 Penalty: 5302.211914
	Iteration 80F: 3 clusters Score -8130530 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -8130517.500000 Penalty: 5302.211914
	Iteration 81Q: 3 clusters Score -8130518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -8130521.500000 Penalty: 5302.211914
	Iteration 82Q: 3 clusters Score -8130522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -8130507.000000 Penalty: 5302.211914
	Iteration 83Q: 3 clusters Score -8130507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -8130507.500000 Penalty: 5302.211914
	Iteration 84Q: 3 clusters Score -8130508 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -8130499.500000 Penalty: 5302.211914
	Iteration 85Q: 3 clusters Score -8130500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -8130502.000000 Penalty: 5302.211914
	Iteration 86Q: 3 clusters Score -8130502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -8130505.500000 Penalty: 5302.211914
	Iteration 87Q: 3 clusters Score -8130506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -8130507.000000 Penalty: 5302.211914
	Iteration 88Q: 3 clusters Score -8130507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -8130502.000000 Penalty: 5302.211914
	Iteration 89Q: 3 clusters Score -8130502 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -8130509.000000 Penalty: 5302.211914
	Iteration 90Q: 3 clusters Score -8130509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -8130507.000000 Penalty: 5302.211914
	Iteration 91Q: 3 clusters Score -8130507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -8130501.000000 Penalty: 5302.211914
	Iteration 92Q: 3 clusters Score -8130501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -8130509.500000 Penalty: 5302.211914
	Iteration 93Q: 3 clusters Score -8130510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -8130513.500000 Penalty: 5302.211914
	Iteration 94Q: 3 clusters Score -8130514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -8130519.000000 Penalty: 5302.211914
	Iteration 95Q: 3 clusters Score -8130519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -8130525.500000 Penalty: 5302.211914
	Iteration 96Q: 3 clusters Score -8130526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -8130529.000000 Penalty: 5302.211914
	Iteration 97Q: 3 clusters Score -8130529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -8130531.500000 Penalty: 5302.211914
	Iteration 98Q: 3 clusters Score -8130532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -8130515.500000 Penalty: 5302.211914
	Iteration 99Q: 3 clusters Score -8130516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -8130520.500000 Penalty: 5302.211914
	Iteration 100F: 3 clusters Score -8130520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -8130510.000000 Penalty: 5302.211914
	Iteration 101Q: 3 clusters Score -8130510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -8130507.000000 Penalty: 5302.211914
	Iteration 102Q: 3 clusters Score -8130507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -8130501.000000 Penalty: 5302.211914
	Iteration 103Q: 3 clusters Score -8130501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -8130500.500000 Penalty: 5302.211914
	Iteration 104Q: 3 clusters Score -8130500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -8130496.500000 Penalty: 5302.211914
	Iteration 105Q: 3 clusters Score -8130496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -8130495.500000 Penalty: 5302.211914
	Iteration 106Q: 3 clusters Score -8130496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -8130502.000000 Penalty: 5302.211914
	Iteration 107Q: 3 clusters Score -8130502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -8130502.000000 Penalty: 5302.211914
	Iteration 108Q: 3 clusters Score -8130502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -8130502.000000 Penalty: 5302.211914
	Iteration 109Q: 3 clusters Score -8130502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -8130505.500000 Penalty: 5302.211914
	Iteration 110Q: 3 clusters Score -8130506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -8130502.000000 Penalty: 5302.211914
	Iteration 111Q: 3 clusters Score -8130502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -8130509.000000 Penalty: 5302.211914
	Iteration 112Q: 3 clusters Score -8130509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -8130510.000000 Penalty: 5302.211914
	Iteration 113Q: 3 clusters Score -8130510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -8130499.500000 Penalty: 5302.211914
	Iteration 114Q: 3 clusters Score -8130500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -8130499.000000 Penalty: 5302.211914
	Iteration 115Q: 3 clusters Score -8130499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -8130494.000000 Penalty: 5302.211914
	Iteration 116Q: 3 clusters Score -8130494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -8130494.500000 Penalty: 5302.211914
	Iteration 117Q: 3 clusters Score -8130494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -8130503.000000 Penalty: 5302.211914
	Iteration 118Q: 3 clusters Score -8130503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -8130505.000000 Penalty: 5302.211914
	Iteration 119Q: 3 clusters Score -8130505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -8130503.500000 Penalty: 5302.211914
	Iteration 120F: 3 clusters Score -8130504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -8130500.000000 Penalty: 5302.211914
	Iteration 121Q: 3 clusters Score -8130500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -8130500.000000 Penalty: 5302.211914
	Iteration 122F: 3 clusters Score -8130500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Entering Unmasked Estep 
Score: -7823050.000000 Penalty: 2641.789551
	Iteration 0F: 2 clusters Score -7823050 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 21284 members 
Entering Unmasked Estep 
Score: -7794912.500000 Penalty: 5283.579102
	Iteration 0F: 3 clusters Score -7794912 nChanged 19157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -7805346.000000 Penalty: 5283.579102
	Iteration 1F: 3 clusters Score -7805346 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -7805709.500000 Penalty: 5283.579102
	Iteration 2Q: 3 clusters Score -7805710 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -7806179.500000 Penalty: 5283.579102
	Iteration 3Q: 3 clusters Score -7806180 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -7806797.500000 Penalty: 5283.579102
	Iteration 4Q: 3 clusters Score -7806798 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -7807661.500000 Penalty: 5283.579102
	Iteration 5Q: 3 clusters Score -7807662 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -7809104.000000 Penalty: 5283.579102
	Iteration 6F: 3 clusters Score -7809104 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -7811697.000000 Penalty: 5283.579102
	Iteration 7F: 3 clusters Score -7811697 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -7815046.000000 Penalty: 5283.579102
	Iteration 8F: 3 clusters Score -7815046 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -7817999.500000 Penalty: 5283.579102
	Iteration 9F: 3 clusters Score -7818000 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -7819846.500000 Penalty: 5283.579102
	Iteration 10Q: 3 clusters Score -7819846 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7820789.500000 Penalty: 5283.579102
	Iteration 11Q: 3 clusters Score -7820790 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -7821276.500000 Penalty: 5283.579102
	Iteration 12Q: 3 clusters Score -7821276 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -7821454.500000 Penalty: 5283.579102
	Iteration 13Q: 3 clusters Score -7821454 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -7821532.000000 Penalty: 5283.579102
	Iteration 14Q: 3 clusters Score -7821532 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -7821554.000000 Penalty: 5283.579102
	Iteration 15Q: 3 clusters Score -7821554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -7821570.500000 Penalty: 5283.579102
	Iteration 16Q: 3 clusters Score -7821570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -7821584.500000 Penalty: 5283.579102
	Iteration 17Q: 3 clusters Score -7821584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -7821582.500000 Penalty: 5283.579102
	Iteration 18Q: 3 clusters Score -7821582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -7821594.000000 Penalty: 5283.579102
	Iteration 19Q: 3 clusters Score -7821594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -7821594.500000 Penalty: 5283.579102
	Iteration 20F: 3 clusters Score -7821594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -7821594.500000 Penalty: 5283.579102
	Iteration 21Q: 3 clusters Score -7821594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -7821596.500000 Penalty: 5283.579102
	Iteration 22Q: 3 clusters Score -7821596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -7821600.500000 Penalty: 5283.579102
	Iteration 23Q: 3 clusters Score -7821600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -7821600.500000 Penalty: 5283.579102
	Iteration 24Q: 3 clusters Score -7821600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -7821601.000000 Penalty: 5283.579102
	Iteration 25Q: 3 clusters Score -7821601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -7821604.000000 Penalty: 5283.579102
	Iteration 26Q: 3 clusters Score -7821604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -7821604.000000 Penalty: 5283.579102
	Iteration 27F: 3 clusters Score -7821604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (41129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Entering Unmasked Estep 
Score: -7646579.000000 Penalty: 2634.868164
	Iteration 0F: 2 clusters Score -7646579 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 20516 members 
Entering Unmasked Estep 
Score: -7619296.500000 Penalty: 5269.736328
	Iteration 0F: 3 clusters Score -7619296 nChanged 18824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -7629595.500000 Penalty: 5269.736328
	Iteration 1F: 3 clusters Score -7629596 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -7630144.500000 Penalty: 5269.736328
	Iteration 2Q: 3 clusters Score -7630144 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -7630638.500000 Penalty: 5269.736328
	Iteration 3Q: 3 clusters Score -7630638 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -7631188.000000 Penalty: 5269.736328
	Iteration 4Q: 3 clusters Score -7631188 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -7631972.000000 Penalty: 5269.736328
	Iteration 5Q: 3 clusters Score -7631972 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -7633164.500000 Penalty: 5269.736328
	Iteration 6F: 3 clusters Score -7633164 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -7634900.000000 Penalty: 5269.736328
	Iteration 7F: 3 clusters Score -7634900 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -7637211.000000 Penalty: 5269.736328
	Iteration 8F: 3 clusters Score -7637211 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -7639636.500000 Penalty: 5269.736328
	Iteration 9F: 3 clusters Score -7639636 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7641794.000000 Penalty: 5269.736328
	Iteration 10F: 3 clusters Score -7641794 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7643129.000000 Penalty: 5269.736328
	Iteration 11Q: 3 clusters Score -7643129 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7643782.500000 Penalty: 5269.736328
	Iteration 12Q: 3 clusters Score -7643782 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7644106.000000 Penalty: 5269.736328
	Iteration 13Q: 3 clusters Score -7644106 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7644268.000000 Penalty: 5269.736328
	Iteration 14Q: 3 clusters Score -7644268 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7644363.500000 Penalty: 5269.736328
	Iteration 15Q: 3 clusters Score -7644364 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7644430.000000 Penalty: 5269.736328
	Iteration 16Q: 3 clusters Score -7644430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7644466.500000 Penalty: 5269.736328
	Iteration 17Q: 3 clusters Score -7644466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7644479.000000 Penalty: 5269.736328
	Iteration 18Q: 3 clusters Score -7644479 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7644492.500000 Penalty: 5269.736328
	Iteration 19Q: 3 clusters Score -7644492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7644494.500000 Penalty: 5269.736328
	Iteration 20F: 3 clusters Score -7644494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7644501.500000 Penalty: 5269.736328
	Iteration 21Q: 3 clusters Score -7644502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7644498.500000 Penalty: 5269.736328
	Iteration 22Q: 3 clusters Score -7644498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7644508.500000 Penalty: 5269.736328
	Iteration 23Q: 3 clusters Score -7644508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7644525.000000 Penalty: 5269.736328
	Iteration 24Q: 3 clusters Score -7644525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7644524.500000 Penalty: 5269.736328
	Iteration 25Q: 3 clusters Score -7644524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7644530.000000 Penalty: 5269.736328
	Iteration 26Q: 3 clusters Score -7644530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7644533.000000 Penalty: 5269.736328
	Iteration 27Q: 3 clusters Score -7644533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7644533.000000 Penalty: 5269.736328
	Iteration 28F: 3 clusters Score -7644533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 43631 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44379 members 
Mstep: Class 5 contains 41828 members 
Mstep: Class 6 contains 26443 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42748 members 
Mstep: Class 9 contains 42646 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45422 members 
Mstep: Class 12 contains 47588 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23258 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32325 members 
Mstep: Class 18 contains 47151 members 
Mstep: Class 19 contains 41113 members 
Mstep: Class 21 contains 46740 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43912 members 
Mstep: Class 24 contains 42293 members 
Mstep: Class 25 contains 41129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940048.000000 Penalty: 80096.007812
Iteration 279Q: 25 clusters Score -1.2694e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 43642 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44377 members 
Mstep: Class 5 contains 41828 members 
Mstep: Class 6 contains 26410 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42744 members 
Mstep: Class 9 contains 42614 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45414 members 
Mstep: Class 12 contains 47606 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23270 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32321 members 
Mstep: Class 18 contains 47151 members 
Mstep: Class 19 contains 41179 members 
Mstep: Class 21 contains 46747 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43908 members 
Mstep: Class 24 contains 42312 members 
Mstep: Class 25 contains 41128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940176.000000 Penalty: 80096.007812
Iteration 280F: 25 clusters Score -1.269402e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 43652 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44368 members 
Mstep: Class 5 contains 41823 members 
Mstep: Class 6 contains 26361 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42760 members 
Mstep: Class 9 contains 42593 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45412 members 
Mstep: Class 12 contains 47621 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23277 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32316 members 
Mstep: Class 18 contains 47162 members 
Mstep: Class 19 contains 41222 members 
Mstep: Class 21 contains 46741 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43933 members 
Mstep: Class 24 contains 42329 members 
Mstep: Class 25 contains 41121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940208.000000 Penalty: 80096.007812
Iteration 281Q: 25 clusters Score -1.269402e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 43674 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44367 members 
Mstep: Class 5 contains 41821 members 
Mstep: Class 6 contains 26323 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42779 members 
Mstep: Class 9 contains 42595 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45401 members 
Mstep: Class 12 contains 47612 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23285 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32316 members 
Mstep: Class 18 contains 47177 members 
Mstep: Class 19 contains 41264 members 
Mstep: Class 21 contains 46716 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43945 members 
Mstep: Class 24 contains 42327 members 
Mstep: Class 25 contains 41122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940112.000000 Penalty: 80096.007812
Iteration 282Q: 25 clusters Score -1.269401e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 43716 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44363 members 
Mstep: Class 5 contains 41849 members 
Mstep: Class 6 contains 26279 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42804 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45387 members 
Mstep: Class 12 contains 47611 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23295 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32315 members 
Mstep: Class 18 contains 47185 members 
Mstep: Class 19 contains 41266 members 
Mstep: Class 21 contains 46705 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43982 members 
Mstep: Class 24 contains 42333 members 
Mstep: Class 25 contains 41092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940192.000000 Penalty: 80096.007812
Iteration 283Q: 25 clusters Score -1.269402e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 43753 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44366 members 
Mstep: Class 5 contains 41872 members 
Mstep: Class 6 contains 26237 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42746 members 
Mstep: Class 9 contains 42558 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45384 members 
Mstep: Class 12 contains 47616 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23305 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32316 members 
Mstep: Class 18 contains 47184 members 
Mstep: Class 19 contains 41278 members 
Mstep: Class 21 contains 46703 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44030 members 
Mstep: Class 24 contains 42340 members 
Mstep: Class 25 contains 41099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940408.000000 Penalty: 80096.007812
Iteration 284Q: 25 clusters Score -1.269404e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 43767 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44368 members 
Mstep: Class 5 contains 41898 members 
Mstep: Class 6 contains 26203 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42750 members 
Mstep: Class 9 contains 42566 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45402 members 
Mstep: Class 12 contains 47598 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23314 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32320 members 
Mstep: Class 18 contains 47206 members 
Mstep: Class 19 contains 41288 members 
Mstep: Class 21 contains 46693 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43998 members 
Mstep: Class 24 contains 42330 members 
Mstep: Class 25 contains 41104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940328.000000 Penalty: 80096.007812
Iteration 285Q: 25 clusters Score -1.269403e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 43823 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44358 members 
Mstep: Class 5 contains 41917 members 
Mstep: Class 6 contains 26162 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42777 members 
Mstep: Class 9 contains 42562 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45403 members 
Mstep: Class 12 contains 47610 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23334 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32319 members 
Mstep: Class 18 contains 47194 members 
Mstep: Class 19 contains 41304 members 
Mstep: Class 21 contains 46683 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43972 members 
Mstep: Class 24 contains 42332 members 
Mstep: Class 25 contains 41073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940288.000000 Penalty: 80096.007812
Iteration 286Q: 25 clusters Score -1.269403e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 43858 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44356 members 
Mstep: Class 5 contains 41931 members 
Mstep: Class 6 contains 26130 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42771 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45390 members 
Mstep: Class 12 contains 47580 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23340 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32320 members 
Mstep: Class 18 contains 47202 members 
Mstep: Class 19 contains 41333 members 
Mstep: Class 21 contains 46660 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43994 members 
Mstep: Class 24 contains 42339 members 
Mstep: Class 25 contains 41050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940208.000000 Penalty: 80096.007812
Iteration 287Q: 25 clusters Score -1.269402e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 43913 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44344 members 
Mstep: Class 5 contains 41949 members 
Mstep: Class 6 contains 26106 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42765 members 
Mstep: Class 9 contains 42573 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45381 members 
Mstep: Class 12 contains 47575 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23353 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32320 members 
Mstep: Class 18 contains 47193 members 
Mstep: Class 19 contains 41352 members 
Mstep: Class 21 contains 46648 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44016 members 
Mstep: Class 24 contains 42340 members 
Mstep: Class 25 contains 41027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940176.000000 Penalty: 80096.007812
Iteration 288Q: 25 clusters Score -1.269402e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 43969 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44331 members 
Mstep: Class 5 contains 41940 members 
Mstep: Class 6 contains 26066 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42766 members 
Mstep: Class 9 contains 42574 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45366 members 
Mstep: Class 12 contains 47575 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23363 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32318 members 
Mstep: Class 18 contains 47189 members 
Mstep: Class 19 contains 41364 members 
Mstep: Class 21 contains 46644 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44039 members 
Mstep: Class 24 contains 42342 members 
Mstep: Class 25 contains 41025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940296.000000 Penalty: 80096.007812
Iteration 289Q: 25 clusters Score -1.269403e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 43984 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44343 members 
Mstep: Class 5 contains 41932 members 
Mstep: Class 6 contains 26034 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42763 members 
Mstep: Class 9 contains 42558 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45374 members 
Mstep: Class 12 contains 47585 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23376 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32317 members 
Mstep: Class 18 contains 47181 members 
Mstep: Class 19 contains 41367 members 
Mstep: Class 21 contains 46653 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44044 members 
Mstep: Class 24 contains 42349 members 
Mstep: Class 25 contains 40998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940328.000000 Penalty: 80096.007812
Iteration 290Q: 25 clusters Score -1.269403e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 44025 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44336 members 
Mstep: Class 5 contains 41935 members 
Mstep: Class 6 contains 26006 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42764 members 
Mstep: Class 9 contains 42543 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45394 members 
Mstep: Class 12 contains 47565 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23396 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32319 members 
Mstep: Class 18 contains 47171 members 
Mstep: Class 19 contains 41371 members 
Mstep: Class 21 contains 46653 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44042 members 
Mstep: Class 24 contains 42343 members 
Mstep: Class 25 contains 40986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940584.000000 Penalty: 80096.007812
Iteration 291Q: 25 clusters Score -1.269406e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 44042 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44340 members 
Mstep: Class 5 contains 41934 members 
Mstep: Class 6 contains 25979 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42771 members 
Mstep: Class 9 contains 42524 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45425 members 
Mstep: Class 12 contains 47594 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23411 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32317 members 
Mstep: Class 18 contains 47160 members 
Mstep: Class 19 contains 41387 members 
Mstep: Class 21 contains 46642 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44036 members 
Mstep: Class 24 contains 42341 members 
Mstep: Class 25 contains 40940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940176.000000 Penalty: 80096.007812
Iteration 292Q: 25 clusters Score -1.269402e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 44053 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44337 members 
Mstep: Class 5 contains 41925 members 
Mstep: Class 6 contains 25941 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42831 members 
Mstep: Class 9 contains 42527 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45420 members 
Mstep: Class 12 contains 47605 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23418 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32325 members 
Mstep: Class 18 contains 47165 members 
Mstep: Class 19 contains 41406 members 
Mstep: Class 21 contains 46643 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44027 members 
Mstep: Class 24 contains 42339 members 
Mstep: Class 25 contains 40898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940424.000000 Penalty: 80096.007812
Iteration 293Q: 25 clusters Score -1.269404e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 44067 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44344 members 
Mstep: Class 5 contains 41896 members 
Mstep: Class 6 contains 25910 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42825 members 
Mstep: Class 9 contains 42546 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45407 members 
Mstep: Class 12 contains 47642 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23431 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32325 members 
Mstep: Class 18 contains 47175 members 
Mstep: Class 19 contains 41410 members 
Mstep: Class 21 contains 46648 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44012 members 
Mstep: Class 24 contains 42349 members 
Mstep: Class 25 contains 40877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940240.000000 Penalty: 80096.007812
Iteration 294Q: 25 clusters Score -1.269402e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 44088 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44346 members 
Mstep: Class 5 contains 41859 members 
Mstep: Class 6 contains 25876 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42836 members 
Mstep: Class 9 contains 42562 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45394 members 
Mstep: Class 12 contains 47647 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23437 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32327 members 
Mstep: Class 18 contains 47196 members 
Mstep: Class 19 contains 41413 members 
Mstep: Class 21 contains 46657 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44010 members 
Mstep: Class 24 contains 42351 members 
Mstep: Class 25 contains 40861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940392.000000 Penalty: 80096.007812
Iteration 295Q: 25 clusters Score -1.269404e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 44126 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44352 members 
Mstep: Class 5 contains 41843 members 
Mstep: Class 6 contains 25845 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 42570 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45393 members 
Mstep: Class 12 contains 47635 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23446 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32325 members 
Mstep: Class 18 contains 47203 members 
Mstep: Class 19 contains 41408 members 
Mstep: Class 21 contains 46647 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44017 members 
Mstep: Class 24 contains 42343 members 
Mstep: Class 25 contains 40866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940480.000000 Penalty: 80096.007812
Iteration 296Q: 25 clusters Score -1.269405e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 44135 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44345 members 
Mstep: Class 5 contains 41830 members 
Mstep: Class 6 contains 25823 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42869 members 
Mstep: Class 9 contains 42577 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45391 members 
Mstep: Class 12 contains 47630 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23458 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32321 members 
Mstep: Class 18 contains 47214 members 
Mstep: Class 19 contains 41415 members 
Mstep: Class 21 contains 46645 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43984 members 
Mstep: Class 24 contains 42350 members 
Mstep: Class 25 contains 40868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940512.000000 Penalty: 80096.007812
Iteration 297Q: 25 clusters Score -1.269405e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 44111 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44333 members 
Mstep: Class 5 contains 41803 members 
Mstep: Class 6 contains 25801 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42908 members 
Mstep: Class 9 contains 42584 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45403 members 
Mstep: Class 12 contains 47644 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23467 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32320 members 
Mstep: Class 18 contains 47222 members 
Mstep: Class 19 contains 41409 members 
Mstep: Class 21 contains 46668 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43987 members 
Mstep: Class 24 contains 42337 members 
Mstep: Class 25 contains 40854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940536.000000 Penalty: 80096.007812
Iteration 298Q: 25 clusters Score -1.269405e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 44074 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44343 members 
Mstep: Class 5 contains 41794 members 
Mstep: Class 6 contains 25766 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42917 members 
Mstep: Class 9 contains 42573 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45415 members 
Mstep: Class 12 contains 47662 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23481 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32325 members 
Mstep: Class 18 contains 47230 members 
Mstep: Class 19 contains 41415 members 
Mstep: Class 21 contains 46681 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43999 members 
Mstep: Class 24 contains 42335 members 
Mstep: Class 25 contains 40835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940384.000000 Penalty: 80096.007812
Iteration 299Q: 25 clusters Score -1.269404e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 44072 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44354 members 
Mstep: Class 5 contains 41790 members 
Mstep: Class 6 contains 25749 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42911 members 
Mstep: Class 9 contains 42573 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45432 members 
Mstep: Class 12 contains 47680 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23498 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32325 members 
Mstep: Class 18 contains 47214 members 
Mstep: Class 19 contains 41406 members 
Mstep: Class 21 contains 46687 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44000 members 
Mstep: Class 24 contains 42339 members 
Mstep: Class 25 contains 40822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940344.000000 Penalty: 80096.007812
Iteration 300F: 25 clusters Score -1.269403e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 44081 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44371 members 
Mstep: Class 5 contains 41775 members 
Mstep: Class 6 contains 25738 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42880 members 
Mstep: Class 9 contains 42554 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 45458 members 
Mstep: Class 12 contains 47682 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23525 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32327 members 
Mstep: Class 18 contains 47221 members 
Mstep: Class 19 contains 41435 members 
Mstep: Class 21 contains 46686 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43998 members 
Mstep: Class 24 contains 42331 members 
Mstep: Class 25 contains 40823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940336.000000 Penalty: 80096.007812
Iteration 301Q: 25 clusters Score -1.269403e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 44083 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44378 members 
Mstep: Class 5 contains 41762 members 
Mstep: Class 6 contains 25702 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42906 members 
Mstep: Class 9 contains 42551 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45465 members 
Mstep: Class 12 contains 47692 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23544 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32326 members 
Mstep: Class 18 contains 47231 members 
Mstep: Class 19 contains 41421 members 
Mstep: Class 21 contains 46668 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44043 members 
Mstep: Class 24 contains 42333 members 
Mstep: Class 25 contains 40826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940256.000000 Penalty: 80096.007812
Iteration 302Q: 25 clusters Score -1.269403e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 44118 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44376 members 
Mstep: Class 5 contains 41749 members 
Mstep: Class 6 contains 25686 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42913 members 
Mstep: Class 9 contains 42541 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45477 members 
Mstep: Class 12 contains 47684 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23571 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32330 members 
Mstep: Class 18 contains 47230 members 
Mstep: Class 19 contains 41414 members 
Mstep: Class 21 contains 46677 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44067 members 
Mstep: Class 24 contains 42335 members 
Mstep: Class 25 contains 40817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940280.000000 Penalty: 80096.007812
Iteration 303Q: 25 clusters Score -1.269403e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 44131 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44379 members 
Mstep: Class 5 contains 41771 members 
Mstep: Class 6 contains 25662 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42928 members 
Mstep: Class 9 contains 42527 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45488 members 
Mstep: Class 12 contains 47713 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23598 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32339 members 
Mstep: Class 18 contains 47212 members 
Mstep: Class 19 contains 41412 members 
Mstep: Class 21 contains 46664 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44077 members 
Mstep: Class 24 contains 42326 members 
Mstep: Class 25 contains 40803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940184.000000 Penalty: 80096.007812
Iteration 304Q: 25 clusters Score -1.269402e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 44157 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44380 members 
Mstep: Class 5 contains 41791 members 
Mstep: Class 6 contains 25641 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42922 members 
Mstep: Class 9 contains 42495 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45506 members 
Mstep: Class 12 contains 47718 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23626 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32345 members 
Mstep: Class 18 contains 47211 members 
Mstep: Class 19 contains 41424 members 
Mstep: Class 21 contains 46679 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44046 members 
Mstep: Class 24 contains 42317 members 
Mstep: Class 25 contains 40813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940144.000000 Penalty: 80096.007812
Iteration 305Q: 25 clusters Score -1.269401e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 44165 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44395 members 
Mstep: Class 5 contains 41786 members 
Mstep: Class 6 contains 25607 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42951 members 
Mstep: Class 9 contains 42482 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45502 members 
Mstep: Class 12 contains 47741 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23654 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32348 members 
Mstep: Class 18 contains 47219 members 
Mstep: Class 19 contains 41415 members 
Mstep: Class 21 contains 46686 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44024 members 
Mstep: Class 24 contains 42320 members 
Mstep: Class 25 contains 40809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940208.000000 Penalty: 80096.007812
Iteration 306Q: 25 clusters Score -1.269402e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 44179 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44404 members 
Mstep: Class 5 contains 41784 members 
Mstep: Class 6 contains 25591 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 42981 members 
Mstep: Class 9 contains 42455 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45534 members 
Mstep: Class 12 contains 47736 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23688 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32356 members 
Mstep: Class 18 contains 47225 members 
Mstep: Class 19 contains 41402 members 
Mstep: Class 21 contains 46700 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43983 members 
Mstep: Class 24 contains 42312 members 
Mstep: Class 25 contains 40815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940152.000000 Penalty: 80096.007812
Iteration 307Q: 25 clusters Score -1.269402e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 44166 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44404 members 
Mstep: Class 5 contains 41789 members 
Mstep: Class 6 contains 25576 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43013 members 
Mstep: Class 9 contains 42439 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45581 members 
Mstep: Class 12 contains 47700 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23710 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32367 members 
Mstep: Class 18 contains 47233 members 
Mstep: Class 19 contains 41398 members 
Mstep: Class 21 contains 46713 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43987 members 
Mstep: Class 24 contains 42309 members 
Mstep: Class 25 contains 40815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940024.000000 Penalty: 80096.007812
Iteration 308Q: 25 clusters Score -1.2694e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 44143 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44405 members 
Mstep: Class 5 contains 41797 members 
Mstep: Class 6 contains 25550 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43014 members 
Mstep: Class 9 contains 42448 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45595 members 
Mstep: Class 12 contains 47705 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23745 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32366 members 
Mstep: Class 18 contains 47225 members 
Mstep: Class 19 contains 41397 members 
Mstep: Class 21 contains 46732 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44013 members 
Mstep: Class 24 contains 42308 members 
Mstep: Class 25 contains 40814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939952.000000 Penalty: 80096.007812
Iteration 309Q: 25 clusters Score -1.2694e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 44145 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44421 members 
Mstep: Class 5 contains 41806 members 
Mstep: Class 6 contains 25514 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43013 members 
Mstep: Class 9 contains 42445 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45598 members 
Mstep: Class 12 contains 47733 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23769 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32366 members 
Mstep: Class 18 contains 47242 members 
Mstep: Class 19 contains 41392 members 
Mstep: Class 21 contains 46727 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44000 members 
Mstep: Class 24 contains 42302 members 
Mstep: Class 25 contains 40812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939880.000000 Penalty: 80096.007812
Iteration 310Q: 25 clusters Score -1.269399e+08 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 44134 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44430 members 
Mstep: Class 5 contains 41834 members 
Mstep: Class 6 contains 25466 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43025 members 
Mstep: Class 9 contains 42450 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45605 members 
Mstep: Class 12 contains 47738 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23797 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32368 members 
Mstep: Class 18 contains 47257 members 
Mstep: Class 19 contains 41374 members 
Mstep: Class 21 contains 46745 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44004 members 
Mstep: Class 24 contains 42302 members 
Mstep: Class 25 contains 40793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940000.000000 Penalty: 80096.007812
Iteration 311Q: 25 clusters Score -1.2694e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 44133 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44430 members 
Mstep: Class 5 contains 41860 members 
Mstep: Class 6 contains 25402 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43044 members 
Mstep: Class 9 contains 42455 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45626 members 
Mstep: Class 12 contains 47750 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23810 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32364 members 
Mstep: Class 18 contains 47261 members 
Mstep: Class 19 contains 41345 members 
Mstep: Class 21 contains 46759 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44036 members 
Mstep: Class 24 contains 42317 members 
Mstep: Class 25 contains 40777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940048.000000 Penalty: 80096.007812
Iteration 312Q: 25 clusters Score -1.2694e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 44145 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44425 members 
Mstep: Class 5 contains 41874 members 
Mstep: Class 6 contains 25336 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43059 members 
Mstep: Class 9 contains 42455 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45672 members 
Mstep: Class 12 contains 47744 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23822 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32368 members 
Mstep: Class 18 contains 47279 members 
Mstep: Class 19 contains 41333 members 
Mstep: Class 21 contains 46750 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44032 members 
Mstep: Class 24 contains 42329 members 
Mstep: Class 25 contains 40787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940088.000000 Penalty: 80096.007812
Iteration 313Q: 25 clusters Score -1.269401e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 44159 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44447 members 
Mstep: Class 5 contains 41888 members 
Mstep: Class 6 contains 25276 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43068 members 
Mstep: Class 9 contains 42459 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45715 members 
Mstep: Class 12 contains 47747 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23843 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32363 members 
Mstep: Class 18 contains 47279 members 
Mstep: Class 19 contains 41338 members 
Mstep: Class 21 contains 46731 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44007 members 
Mstep: Class 24 contains 42337 members 
Mstep: Class 25 contains 40783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940144.000000 Penalty: 80096.007812
Iteration 314Q: 25 clusters Score -1.269401e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 44154 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44448 members 
Mstep: Class 5 contains 41910 members 
Mstep: Class 6 contains 25229 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43087 members 
Mstep: Class 9 contains 42456 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45730 members 
Mstep: Class 12 contains 47753 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23876 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32359 members 
Mstep: Class 18 contains 47260 members 
Mstep: Class 19 contains 41347 members 
Mstep: Class 21 contains 46703 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44011 members 
Mstep: Class 24 contains 42349 members 
Mstep: Class 25 contains 40804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939904.000000 Penalty: 80096.007812
Iteration 315Q: 25 clusters Score -1.269399e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 44146 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44440 members 
Mstep: Class 5 contains 41923 members 
Mstep: Class 6 contains 25176 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43080 members 
Mstep: Class 9 contains 42471 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45776 members 
Mstep: Class 12 contains 47738 members 
Mstep: Class 13 contains 903 members 
Mstep: Class 14 contains 23910 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32363 members 
Mstep: Class 18 contains 47250 members 
Mstep: Class 19 contains 41363 members 
Mstep: Class 21 contains 46701 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 44000 members 
Mstep: Class 24 contains 42351 members 
Mstep: Class 25 contains 40818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939928.000000 Penalty: 80096.007812
Iteration 316Q: 25 clusters Score -1.269399e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 44153 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44434 members 
Mstep: Class 5 contains 41904 members 
Mstep: Class 6 contains 25143 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43091 members 
Mstep: Class 9 contains 42453 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45793 members 
Mstep: Class 12 contains 47755 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23940 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32356 members 
Mstep: Class 18 contains 47247 members 
Mstep: Class 19 contains 41367 members 
Mstep: Class 21 contains 46701 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43996 members 
Mstep: Class 24 contains 42362 members 
Mstep: Class 25 contains 40831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939832.000000 Penalty: 80096.007812
Iteration 317Q: 25 clusters Score -1.269398e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 44165 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44442 members 
Mstep: Class 5 contains 41894 members 
Mstep: Class 6 contains 25093 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43112 members 
Mstep: Class 9 contains 42448 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45818 members 
Mstep: Class 12 contains 47760 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23961 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32360 members 
Mstep: Class 18 contains 47236 members 
Mstep: Class 19 contains 41360 members 
Mstep: Class 21 contains 46710 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43986 members 
Mstep: Class 24 contains 42368 members 
Mstep: Class 25 contains 40845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939832.000000 Penalty: 80096.007812
Iteration 318Q: 25 clusters Score -1.269398e+08 nChanged 1162
Entering ConstructFrom: 
Score: -126939832.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (38476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Entering Unmasked Estep 
Score: -7043100.000000 Penalty: 2618.331787
	Iteration 0F: 2 clusters Score -7043100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -7016902.000000 Penalty: 5236.663574
	Iteration 0F: 3 clusters Score -7016902 nChanged 17675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 18988 members 
Entering Unmasked Estep 
Score: -7026473.000000 Penalty: 5236.663574
	Iteration 1F: 3 clusters Score -7026473 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -7026873.000000 Penalty: 5236.663574
	Iteration 2Q: 3 clusters Score -7026873 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -7027195.500000 Penalty: 5236.663574
	Iteration 3Q: 3 clusters Score -7027196 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -7027527.000000 Penalty: 5236.663574
	Iteration 4Q: 3 clusters Score -7027527 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -7027873.500000 Penalty: 5236.663574
	Iteration 5Q: 3 clusters Score -7027874 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -7028241.000000 Penalty: 5236.663574
	Iteration 6Q: 3 clusters Score -7028241 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -7028821.500000 Penalty: 5236.663574
	Iteration 7Q: 3 clusters Score -7028822 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -7029605.500000 Penalty: 5236.663574
	Iteration 8Q: 3 clusters Score -7029606 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -7030614.000000 Penalty: 5236.663574
	Iteration 9Q: 3 clusters Score -7030614 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -7031831.500000 Penalty: 5236.663574
	Iteration 10Q: 3 clusters Score -7031832 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -7033125.500000 Penalty: 5236.663574
	Iteration 11F: 3 clusters Score -7033126 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -7034408.500000 Penalty: 5236.663574
	Iteration 12F: 3 clusters Score -7034408 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -7035373.000000 Penalty: 5236.663574
	Iteration 13Q: 3 clusters Score -7035373 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -7036087.000000 Penalty: 5236.663574
	Iteration 14Q: 3 clusters Score -7036087 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -7036523.500000 Penalty: 5236.663574
	Iteration 15Q: 3 clusters Score -7036524 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -7036826.500000 Penalty: 5236.663574
	Iteration 16Q: 3 clusters Score -7036826 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -7037031.500000 Penalty: 5236.663574
	Iteration 17Q: 3 clusters Score -7037032 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -7037245.500000 Penalty: 5236.663574
	Iteration 18Q: 3 clusters Score -7037246 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -7037442.000000 Penalty: 5236.663574
	Iteration 19Q: 3 clusters Score -7037442 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -7037639.500000 Penalty: 5236.663574
	Iteration 20F: 3 clusters Score -7037640 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -7037795.000000 Penalty: 5236.663574
	Iteration 21Q: 3 clusters Score -7037795 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -7038039.000000 Penalty: 5236.663574
	Iteration 22Q: 3 clusters Score -7038039 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -7038281.000000 Penalty: 5236.663574
	Iteration 23Q: 3 clusters Score -7038281 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -7038501.500000 Penalty: 5236.663574
	Iteration 24Q: 3 clusters Score -7038502 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -7038694.500000 Penalty: 5236.663574
	Iteration 25Q: 3 clusters Score -7038694 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -7038921.000000 Penalty: 5236.663574
	Iteration 26Q: 3 clusters Score -7038921 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -7039133.000000 Penalty: 5236.663574
	Iteration 27Q: 3 clusters Score -7039133 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -7039390.500000 Penalty: 5236.663574
	Iteration 28Q: 3 clusters Score -7039390 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7039591.500000 Penalty: 5236.663574
	Iteration 29Q: 3 clusters Score -7039592 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7039782.500000 Penalty: 5236.663574
	Iteration 30Q: 3 clusters Score -7039782 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7039989.500000 Penalty: 5236.663574
	Iteration 31Q: 3 clusters Score -7039990 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7040162.000000 Penalty: 5236.663574
	Iteration 32Q: 3 clusters Score -7040162 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7040302.500000 Penalty: 5236.663574
	Iteration 33Q: 3 clusters Score -7040302 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7040400.500000 Penalty: 5236.663574
	Iteration 34Q: 3 clusters Score -7040400 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7040483.000000 Penalty: 5236.663574
	Iteration 35Q: 3 clusters Score -7040483 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7040570.000000 Penalty: 5236.663574
	Iteration 36Q: 3 clusters Score -7040570 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7040633.500000 Penalty: 5236.663574
	Iteration 37Q: 3 clusters Score -7040634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7040671.500000 Penalty: 5236.663574
	Iteration 38Q: 3 clusters Score -7040672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7040695.500000 Penalty: 5236.663574
	Iteration 39Q: 3 clusters Score -7040696 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7040739.500000 Penalty: 5236.663574
	Iteration 40F: 3 clusters Score -7040740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7040743.500000 Penalty: 5236.663574
	Iteration 41Q: 3 clusters Score -7040744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7040771.000000 Penalty: 5236.663574
	Iteration 42Q: 3 clusters Score -7040771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7040779.000000 Penalty: 5236.663574
	Iteration 43Q: 3 clusters Score -7040779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7040790.000000 Penalty: 5236.663574
	Iteration 44Q: 3 clusters Score -7040790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7040799.000000 Penalty: 5236.663574
	Iteration 45Q: 3 clusters Score -7040799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7040814.500000 Penalty: 5236.663574
	Iteration 46Q: 3 clusters Score -7040814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7040829.000000 Penalty: 5236.663574
	Iteration 47Q: 3 clusters Score -7040829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7040829.500000 Penalty: 5236.663574
	Iteration 48Q: 3 clusters Score -7040830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7040830.500000 Penalty: 5236.663574
	Iteration 49Q: 3 clusters Score -7040830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7040833.000000 Penalty: 5236.663574
	Iteration 50Q: 3 clusters Score -7040833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7040836.000000 Penalty: 5236.663574
	Iteration 51Q: 3 clusters Score -7040836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7040844.000000 Penalty: 5236.663574
	Iteration 52Q: 3 clusters Score -7040844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7040851.500000 Penalty: 5236.663574
	Iteration 53Q: 3 clusters Score -7040852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7040845.000000 Penalty: 5236.663574
	Iteration 54Q: 3 clusters Score -7040845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7040842.000000 Penalty: 5236.663574
	Iteration 55Q: 3 clusters Score -7040842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7040849.500000 Penalty: 5236.663574
	Iteration 56Q: 3 clusters Score -7040850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7040844.000000 Penalty: 5236.663574
	Iteration 57Q: 3 clusters Score -7040844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7040845.000000 Penalty: 5236.663574
	Iteration 58Q: 3 clusters Score -7040845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7040845.000000 Penalty: 5236.663574
	Iteration 59F: 3 clusters Score -7040845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Entering Unmasked Estep 
Score: -8203976.500000 Penalty: 2652.519287
	Iteration 0F: 2 clusters Score -8203976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -8174976.000000 Penalty: 5305.038574
	Iteration 0F: 3 clusters Score -8174976 nChanged 20338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -8186163.500000 Penalty: 5305.038574
	Iteration 1F: 3 clusters Score -8186164 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -8186671.000000 Penalty: 5305.038574
	Iteration 2Q: 3 clusters Score -8186671 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -8187024.000000 Penalty: 5305.038574
	Iteration 3Q: 3 clusters Score -8187024 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -8187402.500000 Penalty: 5305.038574
	Iteration 4Q: 3 clusters Score -8187402 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -8187805.500000 Penalty: 5305.038574
	Iteration 5Q: 3 clusters Score -8187806 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -8188213.000000 Penalty: 5305.038574
	Iteration 6Q: 3 clusters Score -8188213 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -8188711.000000 Penalty: 5305.038574
	Iteration 7Q: 3 clusters Score -8188711 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -8189468.000000 Penalty: 5305.038574
	Iteration 8Q: 3 clusters Score -8189468 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -8190523.000000 Penalty: 5305.038574
	Iteration 9Q: 3 clusters Score -8190523 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -8191926.500000 Penalty: 5305.038574
	Iteration 10Q: 3 clusters Score -8191926 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -8193567.500000 Penalty: 5305.038574
	Iteration 11F: 3 clusters Score -8193568 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -8195184.000000 Penalty: 5305.038574
	Iteration 12Q: 3 clusters Score -8195184 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -8196385.500000 Penalty: 5305.038574
	Iteration 13Q: 3 clusters Score -8196386 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -8197205.000000 Penalty: 5305.038574
	Iteration 14Q: 3 clusters Score -8197205 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -8197813.000000 Penalty: 5305.038574
	Iteration 15Q: 3 clusters Score -8197813 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -8198313.500000 Penalty: 5305.038574
	Iteration 16Q: 3 clusters Score -8198314 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -8198761.000000 Penalty: 5305.038574
	Iteration 17Q: 3 clusters Score -8198761 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -8199214.000000 Penalty: 5305.038574
	Iteration 18Q: 3 clusters Score -8199214 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -8199622.000000 Penalty: 5305.038574
	Iteration 19Q: 3 clusters Score -8199622 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -8200039.000000 Penalty: 5305.038574
	Iteration 20F: 3 clusters Score -8200039 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -8200435.000000 Penalty: 5305.038574
	Iteration 21Q: 3 clusters Score -8200435 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -8200779.500000 Penalty: 5305.038574
	Iteration 22Q: 3 clusters Score -8200780 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -8201087.000000 Penalty: 5305.038574
	Iteration 23Q: 3 clusters Score -8201087 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -8201268.500000 Penalty: 5305.038574
	Iteration 24Q: 3 clusters Score -8201268 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8201414.500000 Penalty: 5305.038574
	Iteration 25Q: 3 clusters Score -8201414 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -8201499.000000 Penalty: 5305.038574
	Iteration 26Q: 3 clusters Score -8201499 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -8201562.000000 Penalty: 5305.038574
	Iteration 27Q: 3 clusters Score -8201562 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -8201616.500000 Penalty: 5305.038574
	Iteration 28Q: 3 clusters Score -8201616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -8201657.000000 Penalty: 5305.038574
	Iteration 29Q: 3 clusters Score -8201657 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8201701.500000 Penalty: 5305.038574
	Iteration 30Q: 3 clusters Score -8201702 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -8201727.500000 Penalty: 5305.038574
	Iteration 31Q: 3 clusters Score -8201728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -8201737.000000 Penalty: 5305.038574
	Iteration 32Q: 3 clusters Score -8201737 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -8201758.500000 Penalty: 5305.038574
	Iteration 33Q: 3 clusters Score -8201758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8201781.000000 Penalty: 5305.038574
	Iteration 34Q: 3 clusters Score -8201781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -8201790.500000 Penalty: 5305.038574
	Iteration 35Q: 3 clusters Score -8201790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8201798.500000 Penalty: 5305.038574
	Iteration 36Q: 3 clusters Score -8201798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -8201807.000000 Penalty: 5305.038574
	Iteration 37Q: 3 clusters Score -8201807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8201805.000000 Penalty: 5305.038574
	Iteration 38Q: 3 clusters Score -8201805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -8201805.000000 Penalty: 5305.038574
	Iteration 39Q: 3 clusters Score -8201805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -8201811.000000 Penalty: 5305.038574
	Iteration 40F: 3 clusters Score -8201811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8201811.000000 Penalty: 5305.038574
	Iteration 41Q: 3 clusters Score -8201811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -8201811.500000 Penalty: 5305.038574
	Iteration 42Q: 3 clusters Score -8201812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -8201809.000000 Penalty: 5305.038574
	Iteration 43Q: 3 clusters Score -8201809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -8201814.000000 Penalty: 5305.038574
	Iteration 44Q: 3 clusters Score -8201814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8201820.000000 Penalty: 5305.038574
	Iteration 45Q: 3 clusters Score -8201820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -8201827.000000 Penalty: 5305.038574
	Iteration 46Q: 3 clusters Score -8201827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -8201827.000000 Penalty: 5305.038574
	Iteration 47F: 3 clusters Score -8201827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -120832.625000 Penalty: 1698.041870
	Iteration 0F: 2 clusters Score -120832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -119070.398438 Penalty: 3396.083740
	Iteration 0F: 3 clusters Score -119070.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -119886.070312 Penalty: 3396.083740
	Iteration 1F: 3 clusters Score -119886.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -120555.007812 Penalty: 3396.083740
	Iteration 2F: 3 clusters Score -120555 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -121048.421875 Penalty: 3396.083740
	Iteration 3F: 3 clusters Score -121048.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -121257.460938 Penalty: 3396.083740
	Iteration 4Q: 3 clusters Score -121257.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -121335.718750 Penalty: 3396.083740
	Iteration 5Q: 3 clusters Score -121335.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -121370.890625 Penalty: 3396.083740
	Iteration 6Q: 3 clusters Score -121370.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -121394.945312 Penalty: 3396.083740
	Iteration 7Q: 3 clusters Score -121394.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -121431.234375 Penalty: 3396.083740
	Iteration 8Q: 3 clusters Score -121431.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -121468.093750 Penalty: 3396.083740
	Iteration 9Q: 3 clusters Score -121468.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -121476.304688 Penalty: 3396.083740
	Iteration 10Q: 3 clusters Score -121476.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121477.179688 Penalty: 3396.083740
	Iteration 11Q: 3 clusters Score -121477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121477.539062 Penalty: 3396.083740
	Iteration 12F: 3 clusters Score -121477.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121480.648438 Penalty: 3396.083740
	Iteration 13Q: 3 clusters Score -121480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121481.617188 Penalty: 3396.083740
	Iteration 14Q: 3 clusters Score -121481.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -121486.296875 Penalty: 3396.083740
	Iteration 15Q: 3 clusters Score -121486.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -121491.804688 Penalty: 3396.083740
	Iteration 16Q: 3 clusters Score -121491.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -121491.804688 Penalty: 3396.083740
	Iteration 17F: 3 clusters Score -121491.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 44163 members 
Mstep: Class 3 contains 496 members 
Mstep: Class 4 contains 44457 members 
Mstep: Class 5 contains 41897 members 
Mstep: Class 6 contains 25050 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43127 members 
Mstep: Class 9 contains 42428 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45851 members 
Mstep: Class 12 contains 47741 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23992 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32358 members 
Mstep: Class 18 contains 47224 members 
Mstep: Class 19 contains 41359 members 
Mstep: Class 20 contains 445 members 
Mstep: Class 21 contains 46730 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43994 members 
Mstep: Class 24 contains 42373 members 
Mstep: Class 25 contains 40832 members 
Entering Unmasked Estep 
Score: -126938728.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126939832.000000 to -126938728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (44457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Entering Unmasked Estep 
Score: -8129851.500000 Penalty: 2654.165039
	Iteration 0F: 2 clusters Score -8129852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -8100165.000000 Penalty: 5308.330078
	Iteration 0F: 3 clusters Score -8100165 nChanged 20451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -8111401.000000 Penalty: 5308.330078
	Iteration 1F: 3 clusters Score -8111401 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -8111847.000000 Penalty: 5308.330078
	Iteration 2Q: 3 clusters Score -8111847 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -8112180.000000 Penalty: 5308.330078
	Iteration 3Q: 3 clusters Score -8112180 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -8112520.000000 Penalty: 5308.330078
	Iteration 4Q: 3 clusters Score -8112520 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -8112877.500000 Penalty: 5308.330078
	Iteration 5Q: 3 clusters Score -8112878 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -8113314.000000 Penalty: 5308.330078
	Iteration 6Q: 3 clusters Score -8113314 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -8113834.500000 Penalty: 5308.330078
	Iteration 7Q: 3 clusters Score -8113834 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -8114671.500000 Penalty: 5308.330078
	Iteration 8Q: 3 clusters Score -8114672 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -8115839.000000 Penalty: 5308.330078
	Iteration 9Q: 3 clusters Score -8115839 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -8117542.500000 Penalty: 5308.330078
	Iteration 10F: 3 clusters Score -8117542 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -8119864.500000 Penalty: 5308.330078
	Iteration 11F: 3 clusters Score -8119864 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -8122262.500000 Penalty: 5308.330078
	Iteration 12F: 3 clusters Score -8122262 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -8124300.000000 Penalty: 5308.330078
	Iteration 13F: 3 clusters Score -8124300 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -8125716.500000 Penalty: 5308.330078
	Iteration 14Q: 3 clusters Score -8125716 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -8126539.000000 Penalty: 5308.330078
	Iteration 15Q: 3 clusters Score -8126539 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -8126949.000000 Penalty: 5308.330078
	Iteration 16Q: 3 clusters Score -8126949 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -8127215.500000 Penalty: 5308.330078
	Iteration 17Q: 3 clusters Score -8127216 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -8127347.000000 Penalty: 5308.330078
	Iteration 18Q: 3 clusters Score -8127347 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -8127433.500000 Penalty: 5308.330078
	Iteration 19Q: 3 clusters Score -8127434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -8127499.000000 Penalty: 5308.330078
	Iteration 20F: 3 clusters Score -8127499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -8127535.000000 Penalty: 5308.330078
	Iteration 21Q: 3 clusters Score -8127535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -8127559.500000 Penalty: 5308.330078
	Iteration 22Q: 3 clusters Score -8127560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -8127585.000000 Penalty: 5308.330078
	Iteration 23Q: 3 clusters Score -8127585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -8127613.500000 Penalty: 5308.330078
	Iteration 24Q: 3 clusters Score -8127614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -8127653.000000 Penalty: 5308.330078
	Iteration 25Q: 3 clusters Score -8127653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -8127663.500000 Penalty: 5308.330078
	Iteration 26Q: 3 clusters Score -8127664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -8127676.000000 Penalty: 5308.330078
	Iteration 27Q: 3 clusters Score -8127676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8127694.500000 Penalty: 5308.330078
	Iteration 28Q: 3 clusters Score -8127694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -8127705.000000 Penalty: 5308.330078
	Iteration 29Q: 3 clusters Score -8127705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8127703.000000 Penalty: 5308.330078
	Iteration 30Q: 3 clusters Score -8127703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -8127712.000000 Penalty: 5308.330078
	Iteration 31Q: 3 clusters Score -8127712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -8127723.500000 Penalty: 5308.330078
	Iteration 32Q: 3 clusters Score -8127724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -8127711.000000 Penalty: 5308.330078
	Iteration 33Q: 3 clusters Score -8127711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -8127711.000000 Penalty: 5308.330078
	Iteration 34Q: 3 clusters Score -8127711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -8127711.000000 Penalty: 5308.330078
	Iteration 35F: 3 clusters Score -8127711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Entering Unmasked Estep 
Score: -7724803.000000 Penalty: 2639.456299
	Iteration 0F: 2 clusters Score -7724803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -7696759.000000 Penalty: 5278.912598
	Iteration 0F: 3 clusters Score -7696759 nChanged 19281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -7707112.000000 Penalty: 5278.912598
	Iteration 1F: 3 clusters Score -7707112 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -7707615.500000 Penalty: 5278.912598
	Iteration 2Q: 3 clusters Score -7707616 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -7708389.000000 Penalty: 5278.912598
	Iteration 3Q: 3 clusters Score -7708389 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -7709492.000000 Penalty: 5278.912598
	Iteration 4Q: 3 clusters Score -7709492 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -7711076.000000 Penalty: 5278.912598
	Iteration 5F: 3 clusters Score -7711076 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -7712992.500000 Penalty: 5278.912598
	Iteration 6F: 3 clusters Score -7712992 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -7715149.000000 Penalty: 5278.912598
	Iteration 7F: 3 clusters Score -7715149 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -7717536.500000 Penalty: 5278.912598
	Iteration 8F: 3 clusters Score -7717536 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -7719675.500000 Penalty: 5278.912598
	Iteration 9F: 3 clusters Score -7719676 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -7721159.500000 Penalty: 5278.912598
	Iteration 10Q: 3 clusters Score -7721160 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -7721876.000000 Penalty: 5278.912598
	Iteration 11Q: 3 clusters Score -7721876 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -7722225.500000 Penalty: 5278.912598
	Iteration 12Q: 3 clusters Score -7722226 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -7722469.500000 Penalty: 5278.912598
	Iteration 13Q: 3 clusters Score -7722470 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -7722672.000000 Penalty: 5278.912598
	Iteration 14Q: 3 clusters Score -7722672 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -7722863.500000 Penalty: 5278.912598
	Iteration 15Q: 3 clusters Score -7722864 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -7722972.000000 Penalty: 5278.912598
	Iteration 16Q: 3 clusters Score -7722972 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -7723093.000000 Penalty: 5278.912598
	Iteration 17Q: 3 clusters Score -7723093 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -7723205.000000 Penalty: 5278.912598
	Iteration 18Q: 3 clusters Score -7723205 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -7723279.500000 Penalty: 5278.912598
	Iteration 19Q: 3 clusters Score -7723280 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -7723348.500000 Penalty: 5278.912598
	Iteration 20F: 3 clusters Score -7723348 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -7723416.500000 Penalty: 5278.912598
	Iteration 21Q: 3 clusters Score -7723416 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -7723470.000000 Penalty: 5278.912598
	Iteration 22Q: 3 clusters Score -7723470 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -7723549.500000 Penalty: 5278.912598
	Iteration 23Q: 3 clusters Score -7723550 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -7723613.000000 Penalty: 5278.912598
	Iteration 24Q: 3 clusters Score -7723613 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -7723651.500000 Penalty: 5278.912598
	Iteration 25Q: 3 clusters Score -7723652 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -7723690.500000 Penalty: 5278.912598
	Iteration 26Q: 3 clusters Score -7723690 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -7723727.000000 Penalty: 5278.912598
	Iteration 27Q: 3 clusters Score -7723727 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -7723736.000000 Penalty: 5278.912598
	Iteration 28Q: 3 clusters Score -7723736 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -7723770.000000 Penalty: 5278.912598
	Iteration 29Q: 3 clusters Score -7723770 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -7723783.000000 Penalty: 5278.912598
	Iteration 30Q: 3 clusters Score -7723783 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -7723810.500000 Penalty: 5278.912598
	Iteration 31Q: 3 clusters Score -7723810 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -7723809.000000 Penalty: 5278.912598
	Iteration 32Q: 3 clusters Score -7723809 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -7723832.500000 Penalty: 5278.912598
	Iteration 33Q: 3 clusters Score -7723832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -7723825.500000 Penalty: 5278.912598
	Iteration 34Q: 3 clusters Score -7723826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -7723832.500000 Penalty: 5278.912598
	Iteration 35Q: 3 clusters Score -7723832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -7723835.500000 Penalty: 5278.912598
	Iteration 36Q: 3 clusters Score -7723836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -7723840.000000 Penalty: 5278.912598
	Iteration 37Q: 3 clusters Score -7723840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -7723823.000000 Penalty: 5278.912598
	Iteration 38Q: 3 clusters Score -7723823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -7723823.500000 Penalty: 5278.912598
	Iteration 39Q: 3 clusters Score -7723824 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -7723823.000000 Penalty: 5278.912598
	Iteration 40F: 3 clusters Score -7723823 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -7723838.500000 Penalty: 5278.912598
	Iteration 41Q: 3 clusters Score -7723838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -7723851.000000 Penalty: 5278.912598
	Iteration 42Q: 3 clusters Score -7723851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -7723855.000000 Penalty: 5278.912598
	Iteration 43Q: 3 clusters Score -7723855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7723855.000000 Penalty: 5278.912598
	Iteration 44Q: 3 clusters Score -7723855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -7723853.500000 Penalty: 5278.912598
	Iteration 45Q: 3 clusters Score -7723854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -7723851.500000 Penalty: 5278.912598
	Iteration 46Q: 3 clusters Score -7723852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -7723855.000000 Penalty: 5278.912598
	Iteration 47Q: 3 clusters Score -7723855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -7723858.000000 Penalty: 5278.912598
	Iteration 48Q: 3 clusters Score -7723858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7723864.500000 Penalty: 5278.912598
	Iteration 49Q: 3 clusters Score -7723864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -7723879.000000 Penalty: 5278.912598
	Iteration 50Q: 3 clusters Score -7723879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -7723863.500000 Penalty: 5278.912598
	Iteration 51Q: 3 clusters Score -7723864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -7723874.000000 Penalty: 5278.912598
	Iteration 52Q: 3 clusters Score -7723874 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -7723883.000000 Penalty: 5278.912598
	Iteration 53Q: 3 clusters Score -7723883 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -7723884.000000 Penalty: 5278.912598
	Iteration 54Q: 3 clusters Score -7723884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -7723903.000000 Penalty: 5278.912598
	Iteration 55Q: 3 clusters Score -7723903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -7723908.000000 Penalty: 5278.912598
	Iteration 56Q: 3 clusters Score -7723908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -7723911.500000 Penalty: 5278.912598
	Iteration 57Q: 3 clusters Score -7723912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -7723917.500000 Penalty: 5278.912598
	Iteration 58Q: 3 clusters Score -7723918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7723914.000000 Penalty: 5278.912598
	Iteration 59Q: 3 clusters Score -7723914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -7723912.500000 Penalty: 5278.912598
	Iteration 60F: 3 clusters Score -7723912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7723909.000000 Penalty: 5278.912598
	Iteration 61Q: 3 clusters Score -7723909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -7723914.000000 Penalty: 5278.912598
	Iteration 62Q: 3 clusters Score -7723914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7723913.000000 Penalty: 5278.912598
	Iteration 63Q: 3 clusters Score -7723913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -7723902.500000 Penalty: 5278.912598
	Iteration 64Q: 3 clusters Score -7723902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -7723902.000000 Penalty: 5278.912598
	Iteration 65Q: 3 clusters Score -7723902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -7723905.500000 Penalty: 5278.912598
	Iteration 66Q: 3 clusters Score -7723906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -7723901.000000 Penalty: 5278.912598
	Iteration 67Q: 3 clusters Score -7723901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -7723908.000000 Penalty: 5278.912598
	Iteration 68Q: 3 clusters Score -7723908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7723904.000000 Penalty: 5278.912598
	Iteration 69Q: 3 clusters Score -7723904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -7723897.500000 Penalty: 5278.912598
	Iteration 70Q: 3 clusters Score -7723898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7723903.500000 Penalty: 5278.912598
	Iteration 71Q: 3 clusters Score -7723904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -7723904.500000 Penalty: 5278.912598
	Iteration 72Q: 3 clusters Score -7723904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7723897.500000 Penalty: 5278.912598
	Iteration 73Q: 3 clusters Score -7723898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7723909.000000 Penalty: 5278.912598
	Iteration 74Q: 3 clusters Score -7723909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7723910.500000 Penalty: 5278.912598
	Iteration 75Q: 3 clusters Score -7723910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -7723914.000000 Penalty: 5278.912598
	Iteration 76Q: 3 clusters Score -7723914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -7723922.000000 Penalty: 5278.912598
	Iteration 77Q: 3 clusters Score -7723922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -7723925.500000 Penalty: 5278.912598
	Iteration 78Q: 3 clusters Score -7723926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7723931.500000 Penalty: 5278.912598
	Iteration 79Q: 3 clusters Score -7723932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -7723927.000000 Penalty: 5278.912598
	Iteration 80F: 3 clusters Score -7723927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -7723935.000000 Penalty: 5278.912598
	Iteration 81Q: 3 clusters Score -7723935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -7723935.000000 Penalty: 5278.912598
	Iteration 82Q: 3 clusters Score -7723935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7723940.500000 Penalty: 5278.912598
	Iteration 83Q: 3 clusters Score -7723940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7723938.500000 Penalty: 5278.912598
	Iteration 84Q: 3 clusters Score -7723938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -7723942.000000 Penalty: 5278.912598
	Iteration 85Q: 3 clusters Score -7723942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7723944.000000 Penalty: 5278.912598
	Iteration 86Q: 3 clusters Score -7723944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7723944.000000 Penalty: 5278.912598
	Iteration 87F: 3 clusters Score -7723944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Entering Unmasked Estep 
Score: -4622686.000000 Penalty: 2511.899902
	Iteration 0F: 2 clusters Score -4622686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -4605474.500000 Penalty: 5023.799805
	Iteration 0F: 3 clusters Score -4605474 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -4611373.000000 Penalty: 5023.799805
	Iteration 1F: 3 clusters Score -4611373 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -4611776.000000 Penalty: 5023.799805
	Iteration 2Q: 3 clusters Score -4611776 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -4612150.000000 Penalty: 5023.799805
	Iteration 3Q: 3 clusters Score -4612150 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -4612555.000000 Penalty: 5023.799805
	Iteration 4Q: 3 clusters Score -4612555 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -4612951.000000 Penalty: 5023.799805
	Iteration 5Q: 3 clusters Score -4612951 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -4613493.000000 Penalty: 5023.799805
	Iteration 6Q: 3 clusters Score -4613493 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -4614064.500000 Penalty: 5023.799805
	Iteration 7Q: 3 clusters Score -4614064 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -4614756.500000 Penalty: 5023.799805
	Iteration 8F: 3 clusters Score -4614756 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -4615619.000000 Penalty: 5023.799805
	Iteration 9F: 3 clusters Score -4615619 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -4616796.500000 Penalty: 5023.799805
	Iteration 10F: 3 clusters Score -4616796 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4618029.000000 Penalty: 5023.799805
	Iteration 11F: 3 clusters Score -4618029 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -4618876.500000 Penalty: 5023.799805
	Iteration 12Q: 3 clusters Score -4618876 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -4619247.000000 Penalty: 5023.799805
	Iteration 13Q: 3 clusters Score -4619247 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -4619452.500000 Penalty: 5023.799805
	Iteration 14Q: 3 clusters Score -4619452 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4619614.500000 Penalty: 5023.799805
	Iteration 15Q: 3 clusters Score -4619614 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -4619719.500000 Penalty: 5023.799805
	Iteration 16Q: 3 clusters Score -4619720 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -4619805.500000 Penalty: 5023.799805
	Iteration 17Q: 3 clusters Score -4619806 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -4619890.500000 Penalty: 5023.799805
	Iteration 18Q: 3 clusters Score -4619890 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -4620000.500000 Penalty: 5023.799805
	Iteration 19Q: 3 clusters Score -4620000 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -4620071.000000 Penalty: 5023.799805
	Iteration 20F: 3 clusters Score -4620071 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -4620136.500000 Penalty: 5023.799805
	Iteration 21Q: 3 clusters Score -4620136 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -4620201.000000 Penalty: 5023.799805
	Iteration 22Q: 3 clusters Score -4620201 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -4620263.000000 Penalty: 5023.799805
	Iteration 23Q: 3 clusters Score -4620263 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4620312.000000 Penalty: 5023.799805
	Iteration 24Q: 3 clusters Score -4620312 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4620358.500000 Penalty: 5023.799805
	Iteration 25Q: 3 clusters Score -4620358 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4620391.000000 Penalty: 5023.799805
	Iteration 26Q: 3 clusters Score -4620391 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -4620440.500000 Penalty: 5023.799805
	Iteration 27Q: 3 clusters Score -4620440 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -4620477.000000 Penalty: 5023.799805
	Iteration 28Q: 3 clusters Score -4620477 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -4620517.000000 Penalty: 5023.799805
	Iteration 29Q: 3 clusters Score -4620517 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -4620552.500000 Penalty: 5023.799805
	Iteration 30Q: 3 clusters Score -4620552 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -4620570.000000 Penalty: 5023.799805
	Iteration 31Q: 3 clusters Score -4620570 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -4620600.500000 Penalty: 5023.799805
	Iteration 32Q: 3 clusters Score -4620600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -4620616.000000 Penalty: 5023.799805
	Iteration 33Q: 3 clusters Score -4620616 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -4620627.500000 Penalty: 5023.799805
	Iteration 34Q: 3 clusters Score -4620628 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -4620643.000000 Penalty: 5023.799805
	Iteration 35Q: 3 clusters Score -4620643 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -4620673.000000 Penalty: 5023.799805
	Iteration 36Q: 3 clusters Score -4620673 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -4620691.000000 Penalty: 5023.799805
	Iteration 37Q: 3 clusters Score -4620691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4620700.000000 Penalty: 5023.799805
	Iteration 38Q: 3 clusters Score -4620700 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -4620716.000000 Penalty: 5023.799805
	Iteration 39Q: 3 clusters Score -4620716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -4620723.000000 Penalty: 5023.799805
	Iteration 40F: 3 clusters Score -4620723 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -4620730.000000 Penalty: 5023.799805
	Iteration 41Q: 3 clusters Score -4620730 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -4620742.000000 Penalty: 5023.799805
	Iteration 42Q: 3 clusters Score -4620742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -4620741.500000 Penalty: 5023.799805
	Iteration 43Q: 3 clusters Score -4620742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -4620749.000000 Penalty: 5023.799805
	Iteration 44Q: 3 clusters Score -4620749 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -4620750.000000 Penalty: 5023.799805
	Iteration 45Q: 3 clusters Score -4620750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -4620745.000000 Penalty: 5023.799805
	Iteration 46Q: 3 clusters Score -4620745 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -4620758.000000 Penalty: 5023.799805
	Iteration 47Q: 3 clusters Score -4620758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -4620768.000000 Penalty: 5023.799805
	Iteration 48Q: 3 clusters Score -4620768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -4620766.500000 Penalty: 5023.799805
	Iteration 49Q: 3 clusters Score -4620766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -4620768.500000 Penalty: 5023.799805
	Iteration 50Q: 3 clusters Score -4620768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -4620777.000000 Penalty: 5023.799805
	Iteration 51Q: 3 clusters Score -4620777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -4620774.500000 Penalty: 5023.799805
	Iteration 52Q: 3 clusters Score -4620774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -4620777.500000 Penalty: 5023.799805
	Iteration 53Q: 3 clusters Score -4620778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -4620768.500000 Penalty: 5023.799805
	Iteration 54Q: 3 clusters Score -4620768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -4620769.000000 Penalty: 5023.799805
	Iteration 55Q: 3 clusters Score -4620769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4620776.500000 Penalty: 5023.799805
	Iteration 56Q: 3 clusters Score -4620776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -4620778.500000 Penalty: 5023.799805
	Iteration 57Q: 3 clusters Score -4620778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -4620783.000000 Penalty: 5023.799805
	Iteration 58Q: 3 clusters Score -4620783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -4620779.500000 Penalty: 5023.799805
	Iteration 59Q: 3 clusters Score -4620780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4620782.500000 Penalty: 5023.799805
	Iteration 60F: 3 clusters Score -4620782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -4620788.500000 Penalty: 5023.799805
	Iteration 61Q: 3 clusters Score -4620788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -4620796.500000 Penalty: 5023.799805
	Iteration 62Q: 3 clusters Score -4620796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -4620795.500000 Penalty: 5023.799805
	Iteration 63Q: 3 clusters Score -4620796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -4620794.000000 Penalty: 5023.799805
	Iteration 64Q: 3 clusters Score -4620794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4620798.500000 Penalty: 5023.799805
	Iteration 65Q: 3 clusters Score -4620798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4620794.000000 Penalty: 5023.799805
	Iteration 66Q: 3 clusters Score -4620794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4620795.500000 Penalty: 5023.799805
	Iteration 67Q: 3 clusters Score -4620796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4620796.500000 Penalty: 5023.799805
	Iteration 68Q: 3 clusters Score -4620796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -4620797.500000 Penalty: 5023.799805
	Iteration 69Q: 3 clusters Score -4620798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4620804.500000 Penalty: 5023.799805
	Iteration 70Q: 3 clusters Score -4620804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -4620806.500000 Penalty: 5023.799805
	Iteration 71Q: 3 clusters Score -4620806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -4620803.000000 Penalty: 5023.799805
	Iteration 72Q: 3 clusters Score -4620803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -4620802.500000 Penalty: 5023.799805
	Iteration 73Q: 3 clusters Score -4620802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -4620805.000000 Penalty: 5023.799805
	Iteration 74Q: 3 clusters Score -4620805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -4620800.500000 Penalty: 5023.799805
	Iteration 75Q: 3 clusters Score -4620800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -4620806.000000 Penalty: 5023.799805
	Iteration 76Q: 3 clusters Score -4620806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -4620815.500000 Penalty: 5023.799805
	Iteration 77Q: 3 clusters Score -4620816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4620812.500000 Penalty: 5023.799805
	Iteration 78Q: 3 clusters Score -4620812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -4620821.000000 Penalty: 5023.799805
	Iteration 79Q: 3 clusters Score -4620821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -4620831.500000 Penalty: 5023.799805
	Iteration 80F: 3 clusters Score -4620832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -4620835.000000 Penalty: 5023.799805
	Iteration 81Q: 3 clusters Score -4620835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -4620830.500000 Penalty: 5023.799805
	Iteration 82Q: 3 clusters Score -4620830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -4620830.000000 Penalty: 5023.799805
	Iteration 83Q: 3 clusters Score -4620830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -4620833.500000 Penalty: 5023.799805
	Iteration 84Q: 3 clusters Score -4620834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -4620835.000000 Penalty: 5023.799805
	Iteration 85Q: 3 clusters Score -4620835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -4620836.000000 Penalty: 5023.799805
	Iteration 86Q: 3 clusters Score -4620836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -4620834.000000 Penalty: 5023.799805
	Iteration 87Q: 3 clusters Score -4620834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -4620825.500000 Penalty: 5023.799805
	Iteration 88Q: 3 clusters Score -4620826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -4620829.500000 Penalty: 5023.799805
	Iteration 89Q: 3 clusters Score -4620830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -4620838.000000 Penalty: 5023.799805
	Iteration 90Q: 3 clusters Score -4620838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4620836.000000 Penalty: 5023.799805
	Iteration 91Q: 3 clusters Score -4620836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -4620847.000000 Penalty: 5023.799805
	Iteration 92Q: 3 clusters Score -4620847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -4620842.000000 Penalty: 5023.799805
	Iteration 93Q: 3 clusters Score -4620842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -4620838.000000 Penalty: 5023.799805
	Iteration 94Q: 3 clusters Score -4620838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -4620846.500000 Penalty: 5023.799805
	Iteration 95Q: 3 clusters Score -4620846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -4620850.000000 Penalty: 5023.799805
	Iteration 96Q: 3 clusters Score -4620850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -4620852.000000 Penalty: 5023.799805
	Iteration 97Q: 3 clusters Score -4620852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -4620859.000000 Penalty: 5023.799805
	Iteration 98Q: 3 clusters Score -4620859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -4620856.500000 Penalty: 5023.799805
	Iteration 99Q: 3 clusters Score -4620856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -4620853.000000 Penalty: 5023.799805
	Iteration 100F: 3 clusters Score -4620853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -4620845.000000 Penalty: 5023.799805
	Iteration 101Q: 3 clusters Score -4620845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -4620856.500000 Penalty: 5023.799805
	Iteration 102Q: 3 clusters Score -4620856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -4620859.000000 Penalty: 5023.799805
	Iteration 103Q: 3 clusters Score -4620859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -4620864.000000 Penalty: 5023.799805
	Iteration 104Q: 3 clusters Score -4620864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4620860.000000 Penalty: 5023.799805
	Iteration 105Q: 3 clusters Score -4620860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -4620860.000000 Penalty: 5023.799805
	Iteration 106F: 3 clusters Score -4620860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -50569.699219 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -50569.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -49284.539062 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -49284.54 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49617.089844 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -49617.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -49711.253906 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -49711.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49858.304688 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -49858.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -50222.351562 Penalty: 3118.777832
	Iteration 4F: 3 clusters Score -50222.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -50730.640625 Penalty: 3118.777832
	Iteration 5F: 3 clusters Score -50730.64 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -51068.156250 Penalty: 3118.777832
	Iteration 6F: 3 clusters Score -51068.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51208.609375 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -51208.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51339.316406 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -51339.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51356.988281 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -51356.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51358.468750 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -51358.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -51360.375000 Penalty: 3118.777832
	Iteration 11F: 3 clusters Score -51360.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51396.410156 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -51396.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51396.410156 Penalty: 3118.777832
	Iteration 13F: 3 clusters Score -51396.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 44163 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44457 members 
Mstep: Class 5 contains 41897 members 
Mstep: Class 6 contains 25050 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 43127 members 
Mstep: Class 9 contains 42428 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45851 members 
Mstep: Class 12 contains 47741 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23992 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32358 members 
Mstep: Class 18 contains 47224 members 
Mstep: Class 19 contains 41359 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 46730 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43994 members 
Mstep: Class 24 contains 42373 members 
Mstep: Class 25 contains 40832 members 
Entering Unmasked Estep 
Score: -126938736.000000 Penalty: 83433.343750
Splitting cluster 7 changes total score from -126939832.000000 to -126938736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (43127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Entering Unmasked Estep 
Score: -7979060.000000 Penalty: 2646.632324
	Iteration 0F: 2 clusters Score -7979060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -7950243.500000 Penalty: 5293.264648
	Iteration 0F: 3 clusters Score -7950244 nChanged 19762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -7961047.500000 Penalty: 5293.264648
	Iteration 1F: 3 clusters Score -7961048 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -7961508.000000 Penalty: 5293.264648
	Iteration 2Q: 3 clusters Score -7961508 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -7962021.500000 Penalty: 5293.264648
	Iteration 3Q: 3 clusters Score -7962022 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -7962509.500000 Penalty: 5293.264648
	Iteration 4Q: 3 clusters Score -7962510 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -7963262.000000 Penalty: 5293.264648
	Iteration 5Q: 3 clusters Score -7963262 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -7964266.500000 Penalty: 5293.264648
	Iteration 6Q: 3 clusters Score -7964266 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -7965747.500000 Penalty: 5293.264648
	Iteration 7F: 3 clusters Score -7965748 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -7967881.000000 Penalty: 5293.264648
	Iteration 8F: 3 clusters Score -7967881 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -7970510.500000 Penalty: 5293.264648
	Iteration 9F: 3 clusters Score -7970510 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -7972852.000000 Penalty: 5293.264648
	Iteration 10F: 3 clusters Score -7972852 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -7974536.000000 Penalty: 5293.264648
	Iteration 11Q: 3 clusters Score -7974536 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -7975495.000000 Penalty: 5293.264648
	Iteration 12Q: 3 clusters Score -7975495 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -7976039.000000 Penalty: 5293.264648
	Iteration 13Q: 3 clusters Score -7976039 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -7976348.500000 Penalty: 5293.264648
	Iteration 14Q: 3 clusters Score -7976348 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -7976539.000000 Penalty: 5293.264648
	Iteration 15Q: 3 clusters Score -7976539 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -7976665.000000 Penalty: 5293.264648
	Iteration 16Q: 3 clusters Score -7976665 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -7976735.000000 Penalty: 5293.264648
	Iteration 17Q: 3 clusters Score -7976735 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -7976782.000000 Penalty: 5293.264648
	Iteration 18Q: 3 clusters Score -7976782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -7976812.500000 Penalty: 5293.264648
	Iteration 19Q: 3 clusters Score -7976812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -7976835.500000 Penalty: 5293.264648
	Iteration 20F: 3 clusters Score -7976836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -7976850.500000 Penalty: 5293.264648
	Iteration 21Q: 3 clusters Score -7976850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -7976861.500000 Penalty: 5293.264648
	Iteration 22Q: 3 clusters Score -7976862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -7976857.500000 Penalty: 5293.264648
	Iteration 23Q: 3 clusters Score -7976858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -7976867.500000 Penalty: 5293.264648
	Iteration 24Q: 3 clusters Score -7976868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -7976873.500000 Penalty: 5293.264648
	Iteration 25Q: 3 clusters Score -7976874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -7976868.000000 Penalty: 5293.264648
	Iteration 26Q: 3 clusters Score -7976868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -7976873.000000 Penalty: 5293.264648
	Iteration 27Q: 3 clusters Score -7976873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -7976889.000000 Penalty: 5293.264648
	Iteration 28Q: 3 clusters Score -7976889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -7976896.500000 Penalty: 5293.264648
	Iteration 29Q: 3 clusters Score -7976896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -7976904.000000 Penalty: 5293.264648
	Iteration 30Q: 3 clusters Score -7976904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -7976903.500000 Penalty: 5293.264648
	Iteration 31Q: 3 clusters Score -7976904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -7976912.000000 Penalty: 5293.264648
	Iteration 32Q: 3 clusters Score -7976912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -7976924.500000 Penalty: 5293.264648
	Iteration 33Q: 3 clusters Score -7976924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -7976931.000000 Penalty: 5293.264648
	Iteration 34Q: 3 clusters Score -7976931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -7976927.500000 Penalty: 5293.264648
	Iteration 35Q: 3 clusters Score -7976928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -7976923.500000 Penalty: 5293.264648
	Iteration 36Q: 3 clusters Score -7976924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -7976926.000000 Penalty: 5293.264648
	Iteration 37Q: 3 clusters Score -7976926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -7976922.000000 Penalty: 5293.264648
	Iteration 38Q: 3 clusters Score -7976922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -7976921.500000 Penalty: 5293.264648
	Iteration 39Q: 3 clusters Score -7976922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -7976920.500000 Penalty: 5293.264648
	Iteration 40F: 3 clusters Score -7976920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -7976915.000000 Penalty: 5293.264648
	Iteration 41Q: 3 clusters Score -7976915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -7976919.500000 Penalty: 5293.264648
	Iteration 42Q: 3 clusters Score -7976920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -7976917.500000 Penalty: 5293.264648
	Iteration 43Q: 3 clusters Score -7976918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -7976910.500000 Penalty: 5293.264648
	Iteration 44Q: 3 clusters Score -7976910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -7976917.500000 Penalty: 5293.264648
	Iteration 45Q: 3 clusters Score -7976918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -7976915.000000 Penalty: 5293.264648
	Iteration 46Q: 3 clusters Score -7976915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -7976910.500000 Penalty: 5293.264648
	Iteration 47Q: 3 clusters Score -7976910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -7976910.500000 Penalty: 5293.264648
	Iteration 48F: 3 clusters Score -7976910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Entering Unmasked Estep 
Score: -7844878.000000 Penalty: 2642.579590
	Iteration 0F: 2 clusters Score -7844878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -7816438.000000 Penalty: 5285.159180
	Iteration 0F: 3 clusters Score -7816438 nChanged 19396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -7827248.000000 Penalty: 5285.159180
	Iteration 1F: 3 clusters Score -7827248 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -7827804.500000 Penalty: 5285.159180
	Iteration 2Q: 3 clusters Score -7827804 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -7828385.000000 Penalty: 5285.159180
	Iteration 3Q: 3 clusters Score -7828385 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -7828930.000000 Penalty: 5285.159180
	Iteration 4Q: 3 clusters Score -7828930 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -7829538.500000 Penalty: 5285.159180
	Iteration 5Q: 3 clusters Score -7829538 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -7830226.500000 Penalty: 5285.159180
	Iteration 6Q: 3 clusters Score -7830226 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -7831038.500000 Penalty: 5285.159180
	Iteration 7Q: 3 clusters Score -7831038 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -7832079.000000 Penalty: 5285.159180
	Iteration 8Q: 3 clusters Score -7832079 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -7833330.000000 Penalty: 5285.159180
	Iteration 9Q: 3 clusters Score -7833330 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -7834814.500000 Penalty: 5285.159180
	Iteration 10F: 3 clusters Score -7834814 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -7836133.000000 Penalty: 5285.159180
	Iteration 11F: 3 clusters Score -7836133 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -7837042.500000 Penalty: 5285.159180
	Iteration 12Q: 3 clusters Score -7837042 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -7837625.000000 Penalty: 5285.159180
	Iteration 13Q: 3 clusters Score -7837625 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -7837891.500000 Penalty: 5285.159180
	Iteration 14Q: 3 clusters Score -7837892 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -7838136.500000 Penalty: 5285.159180
	Iteration 15Q: 3 clusters Score -7838136 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -7838381.000000 Penalty: 5285.159180
	Iteration 16Q: 3 clusters Score -7838381 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -7838613.000000 Penalty: 5285.159180
	Iteration 17Q: 3 clusters Score -7838613 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -7838833.000000 Penalty: 5285.159180
	Iteration 18Q: 3 clusters Score -7838833 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -7839103.000000 Penalty: 5285.159180
	Iteration 19Q: 3 clusters Score -7839103 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -7839353.000000 Penalty: 5285.159180
	Iteration 20F: 3 clusters Score -7839353 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -7839627.000000 Penalty: 5285.159180
	Iteration 21Q: 3 clusters Score -7839627 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -7839928.500000 Penalty: 5285.159180
	Iteration 22Q: 3 clusters Score -7839928 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -7840305.000000 Penalty: 5285.159180
	Iteration 23Q: 3 clusters Score -7840305 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -7840605.500000 Penalty: 5285.159180
	Iteration 24Q: 3 clusters Score -7840606 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -7840874.000000 Penalty: 5285.159180
	Iteration 25Q: 3 clusters Score -7840874 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -7841151.500000 Penalty: 5285.159180
	Iteration 26Q: 3 clusters Score -7841152 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -7841413.500000 Penalty: 5285.159180
	Iteration 27Q: 3 clusters Score -7841414 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -7841609.500000 Penalty: 5285.159180
	Iteration 28Q: 3 clusters Score -7841610 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -7841772.000000 Penalty: 5285.159180
	Iteration 29Q: 3 clusters Score -7841772 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -7841911.000000 Penalty: 5285.159180
	Iteration 30Q: 3 clusters Score -7841911 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -7842030.000000 Penalty: 5285.159180
	Iteration 31Q: 3 clusters Score -7842030 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -7842107.000000 Penalty: 5285.159180
	Iteration 32Q: 3 clusters Score -7842107 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -7842212.500000 Penalty: 5285.159180
	Iteration 33Q: 3 clusters Score -7842212 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -7842300.500000 Penalty: 5285.159180
	Iteration 34Q: 3 clusters Score -7842300 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -7842375.000000 Penalty: 5285.159180
	Iteration 35Q: 3 clusters Score -7842375 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -7842444.500000 Penalty: 5285.159180
	Iteration 36Q: 3 clusters Score -7842444 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -7842514.500000 Penalty: 5285.159180
	Iteration 37Q: 3 clusters Score -7842514 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -7842567.000000 Penalty: 5285.159180
	Iteration 38Q: 3 clusters Score -7842567 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -7842606.000000 Penalty: 5285.159180
	Iteration 39Q: 3 clusters Score -7842606 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -7842640.000000 Penalty: 5285.159180
	Iteration 40F: 3 clusters Score -7842640 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -7842670.500000 Penalty: 5285.159180
	Iteration 41Q: 3 clusters Score -7842670 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -7842726.000000 Penalty: 5285.159180
	Iteration 42Q: 3 clusters Score -7842726 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -7842790.500000 Penalty: 5285.159180
	Iteration 43Q: 3 clusters Score -7842790 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -7842821.500000 Penalty: 5285.159180
	Iteration 44Q: 3 clusters Score -7842822 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -7842836.500000 Penalty: 5285.159180
	Iteration 45Q: 3 clusters Score -7842836 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -7842835.000000 Penalty: 5285.159180
	Iteration 46Q: 3 clusters Score -7842835 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -7842852.000000 Penalty: 5285.159180
	Iteration 47Q: 3 clusters Score -7842852 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -7842850.500000 Penalty: 5285.159180
	Iteration 48Q: 3 clusters Score -7842850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -7842845.000000 Penalty: 5285.159180
	Iteration 49Q: 3 clusters Score -7842845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -7842869.000000 Penalty: 5285.159180
	Iteration 50Q: 3 clusters Score -7842869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -7842877.000000 Penalty: 5285.159180
	Iteration 51Q: 3 clusters Score -7842877 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -7842874.000000 Penalty: 5285.159180
	Iteration 52Q: 3 clusters Score -7842874 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -7842903.000000 Penalty: 5285.159180
	Iteration 53Q: 3 clusters Score -7842903 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -7842891.000000 Penalty: 5285.159180
	Iteration 54Q: 3 clusters Score -7842891 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -7842908.000000 Penalty: 5285.159180
	Iteration 55Q: 3 clusters Score -7842908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -7842941.000000 Penalty: 5285.159180
	Iteration 56Q: 3 clusters Score -7842941 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -7842954.000000 Penalty: 5285.159180
	Iteration 57Q: 3 clusters Score -7842954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -7842986.500000 Penalty: 5285.159180
	Iteration 58Q: 3 clusters Score -7842986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -7842976.500000 Penalty: 5285.159180
	Iteration 59Q: 3 clusters Score -7842976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -7842998.000000 Penalty: 5285.159180
	Iteration 60F: 3 clusters Score -7842998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -7843002.000000 Penalty: 5285.159180
	Iteration 61Q: 3 clusters Score -7843002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -7843000.500000 Penalty: 5285.159180
	Iteration 62Q: 3 clusters Score -7843000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -7843014.500000 Penalty: 5285.159180
	Iteration 63Q: 3 clusters Score -7843014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -7843037.500000 Penalty: 5285.159180
	Iteration 64Q: 3 clusters Score -7843038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -7843051.500000 Penalty: 5285.159180
	Iteration 65Q: 3 clusters Score -7843052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -7843056.000000 Penalty: 5285.159180
	Iteration 66Q: 3 clusters Score -7843056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -7843049.000000 Penalty: 5285.159180
	Iteration 67Q: 3 clusters Score -7843049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -7843070.500000 Penalty: 5285.159180
	Iteration 68Q: 3 clusters Score -7843070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -7843081.000000 Penalty: 5285.159180
	Iteration 69Q: 3 clusters Score -7843081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -7843078.000000 Penalty: 5285.159180
	Iteration 70Q: 3 clusters Score -7843078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -7843083.500000 Penalty: 5285.159180
	Iteration 71Q: 3 clusters Score -7843084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -7843086.000000 Penalty: 5285.159180
	Iteration 72Q: 3 clusters Score -7843086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -7843083.500000 Penalty: 5285.159180
	Iteration 73Q: 3 clusters Score -7843084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -7843090.500000 Penalty: 5285.159180
	Iteration 74Q: 3 clusters Score -7843090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -7843098.000000 Penalty: 5285.159180
	Iteration 75Q: 3 clusters Score -7843098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -7843094.500000 Penalty: 5285.159180
	Iteration 76Q: 3 clusters Score -7843094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -7843093.500000 Penalty: 5285.159180
	Iteration 77Q: 3 clusters Score -7843094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -7843088.500000 Penalty: 5285.159180
	Iteration 78Q: 3 clusters Score -7843088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -7843090.000000 Penalty: 5285.159180
	Iteration 79Q: 3 clusters Score -7843090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -7843086.500000 Penalty: 5285.159180
	Iteration 80F: 3 clusters Score -7843086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -7843084.000000 Penalty: 5285.159180
	Iteration 81Q: 3 clusters Score -7843084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -7843089.500000 Penalty: 5285.159180
	Iteration 82Q: 3 clusters Score -7843090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -7843081.000000 Penalty: 5285.159180
	Iteration 83Q: 3 clusters Score -7843081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -7843083.000000 Penalty: 5285.159180
	Iteration 84Q: 3 clusters Score -7843083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -7843085.000000 Penalty: 5285.159180
	Iteration 85Q: 3 clusters Score -7843085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -7843082.500000 Penalty: 5285.159180
	Iteration 86Q: 3 clusters Score -7843082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -7843085.500000 Penalty: 5285.159180
	Iteration 87Q: 3 clusters Score -7843086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -7843084.000000 Penalty: 5285.159180
	Iteration 88Q: 3 clusters Score -7843084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -7843084.000000 Penalty: 5285.159180
	Iteration 89Q: 3 clusters Score -7843084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -7843084.000000 Penalty: 5285.159180
	Iteration 90F: 3 clusters Score -7843084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -82643.210938 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -82643.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -81183.929688 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -81183.93 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81494.843750 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -81494.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81595.343750 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -81595.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81741.015625 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -81741.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81889.531250 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -81889.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81963.085938 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -81963.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -82021.546875 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -82021.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82091.445312 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -82091.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82149.750000 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -82149.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -82194.039062 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -82194.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82218.546875 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -82218.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82249.445312 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -82249.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82261.437500 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -82261.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82262.195312 Penalty: 3099.029297
	Iteration 13F: 3 clusters Score -82262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -82279.617188 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -82279.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -82291.195312 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -82291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82308.554688 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -82308.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -82308.554688 Penalty: 3099.029297
	Iteration 17F: 3 clusters Score -82308.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Entering Unmasked Estep 
Score: -8554958.000000 Penalty: 2661.821777
	Iteration 0F: 2 clusters Score -8554958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -8525587.000000 Penalty: 5323.643555
	Iteration 0F: 3 clusters Score -8525587 nChanged 21049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -8537277.000000 Penalty: 5323.643555
	Iteration 1F: 3 clusters Score -8537277 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -8537770.000000 Penalty: 5323.643555
	Iteration 2Q: 3 clusters Score -8537770 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -8538230.000000 Penalty: 5323.643555
	Iteration 3Q: 3 clusters Score -8538230 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -8538684.000000 Penalty: 5323.643555
	Iteration 4Q: 3 clusters Score -8538684 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -8539059.000000 Penalty: 5323.643555
	Iteration 5Q: 3 clusters Score -8539059 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -8539457.000000 Penalty: 5323.643555
	Iteration 6Q: 3 clusters Score -8539457 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -8539829.000000 Penalty: 5323.643555
	Iteration 7Q: 3 clusters Score -8539829 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -8540362.000000 Penalty: 5323.643555
	Iteration 8Q: 3 clusters Score -8540362 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -8541078.000000 Penalty: 5323.643555
	Iteration 9Q: 3 clusters Score -8541078 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -8541970.000000 Penalty: 5323.643555
	Iteration 10Q: 3 clusters Score -8541970 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -8543279.000000 Penalty: 5323.643555
	Iteration 11Q: 3 clusters Score -8543279 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -8545039.000000 Penalty: 5323.643555
	Iteration 12Q: 3 clusters Score -8545039 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -8546796.000000 Penalty: 5323.643555
	Iteration 13F: 3 clusters Score -8546796 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -8548060.000000 Penalty: 5323.643555
	Iteration 14Q: 3 clusters Score -8548060 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -8548849.000000 Penalty: 5323.643555
	Iteration 15Q: 3 clusters Score -8548849 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -8549239.000000 Penalty: 5323.643555
	Iteration 16Q: 3 clusters Score -8549239 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -8549553.000000 Penalty: 5323.643555
	Iteration 17Q: 3 clusters Score -8549553 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -8549766.000000 Penalty: 5323.643555
	Iteration 18Q: 3 clusters Score -8549766 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -8549994.000000 Penalty: 5323.643555
	Iteration 19Q: 3 clusters Score -8549994 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -8550148.000000 Penalty: 5323.643555
	Iteration 20F: 3 clusters Score -8550148 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -8550334.000000 Penalty: 5323.643555
	Iteration 21Q: 3 clusters Score -8550334 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -8550521.000000 Penalty: 5323.643555
	Iteration 22Q: 3 clusters Score -8550521 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -8550751.000000 Penalty: 5323.643555
	Iteration 23Q: 3 clusters Score -8550751 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -8550938.000000 Penalty: 5323.643555
	Iteration 24Q: 3 clusters Score -8550938 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -8551131.000000 Penalty: 5323.643555
	Iteration 25Q: 3 clusters Score -8551131 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -8551316.000000 Penalty: 5323.643555
	Iteration 26Q: 3 clusters Score -8551316 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -8551513.000000 Penalty: 5323.643555
	Iteration 27Q: 3 clusters Score -8551513 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -8551652.000000 Penalty: 5323.643555
	Iteration 28Q: 3 clusters Score -8551652 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8551801.000000 Penalty: 5323.643555
	Iteration 29Q: 3 clusters Score -8551801 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -8551912.000000 Penalty: 5323.643555
	Iteration 30Q: 3 clusters Score -8551912 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -8552015.000000 Penalty: 5323.643555
	Iteration 31Q: 3 clusters Score -8552015 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8552112.000000 Penalty: 5323.643555
	Iteration 32Q: 3 clusters Score -8552112 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -8552183.000000 Penalty: 5323.643555
	Iteration 33Q: 3 clusters Score -8552183 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -8552258.000000 Penalty: 5323.643555
	Iteration 34Q: 3 clusters Score -8552258 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -8552313.000000 Penalty: 5323.643555
	Iteration 35Q: 3 clusters Score -8552313 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8552419.000000 Penalty: 5323.643555
	Iteration 36Q: 3 clusters Score -8552419 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8552484.000000 Penalty: 5323.643555
	Iteration 37Q: 3 clusters Score -8552484 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8552525.000000 Penalty: 5323.643555
	Iteration 38Q: 3 clusters Score -8552525 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8552568.000000 Penalty: 5323.643555
	Iteration 39Q: 3 clusters Score -8552568 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8552581.000000 Penalty: 5323.643555
	Iteration 40F: 3 clusters Score -8552581 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8552618.000000 Penalty: 5323.643555
	Iteration 41Q: 3 clusters Score -8552618 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8552626.000000 Penalty: 5323.643555
	Iteration 42Q: 3 clusters Score -8552626 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8552658.000000 Penalty: 5323.643555
	Iteration 43Q: 3 clusters Score -8552658 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8552654.000000 Penalty: 5323.643555
	Iteration 44Q: 3 clusters Score -8552654 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8552689.000000 Penalty: 5323.643555
	Iteration 45Q: 3 clusters Score -8552689 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8552703.000000 Penalty: 5323.643555
	Iteration 46Q: 3 clusters Score -8552703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8552700.000000 Penalty: 5323.643555
	Iteration 47Q: 3 clusters Score -8552700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8552702.000000 Penalty: 5323.643555
	Iteration 48Q: 3 clusters Score -8552702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8552731.000000 Penalty: 5323.643555
	Iteration 49Q: 3 clusters Score -8552731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8552744.000000 Penalty: 5323.643555
	Iteration 50Q: 3 clusters Score -8552744 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8552747.000000 Penalty: 5323.643555
	Iteration 51Q: 3 clusters Score -8552747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8552766.000000 Penalty: 5323.643555
	Iteration 52Q: 3 clusters Score -8552766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8552781.000000 Penalty: 5323.643555
	Iteration 53Q: 3 clusters Score -8552781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8552781.000000 Penalty: 5323.643555
	Iteration 54Q: 3 clusters Score -8552781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8552796.000000 Penalty: 5323.643555
	Iteration 55Q: 3 clusters Score -8552796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8552803.000000 Penalty: 5323.643555
	Iteration 56Q: 3 clusters Score -8552803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8552813.000000 Penalty: 5323.643555
	Iteration 57Q: 3 clusters Score -8552813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8552810.000000 Penalty: 5323.643555
	Iteration 58Q: 3 clusters Score -8552810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8552814.000000 Penalty: 5323.643555
	Iteration 59Q: 3 clusters Score -8552814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8552819.000000 Penalty: 5323.643555
	Iteration 60F: 3 clusters Score -8552819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8552831.000000 Penalty: 5323.643555
	Iteration 61Q: 3 clusters Score -8552831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8552830.000000 Penalty: 5323.643555
	Iteration 62Q: 3 clusters Score -8552830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8552825.000000 Penalty: 5323.643555
	Iteration 63Q: 3 clusters Score -8552825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8552825.000000 Penalty: 5323.643555
	Iteration 64Q: 3 clusters Score -8552825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8552820.000000 Penalty: 5323.643555
	Iteration 65Q: 3 clusters Score -8552820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8552834.000000 Penalty: 5323.643555
	Iteration 66Q: 3 clusters Score -8552834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8552844.000000 Penalty: 5323.643555
	Iteration 67Q: 3 clusters Score -8552844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8552845.000000 Penalty: 5323.643555
	Iteration 68Q: 3 clusters Score -8552845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8552846.000000 Penalty: 5323.643555
	Iteration 69Q: 3 clusters Score -8552846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8552841.000000 Penalty: 5323.643555
	Iteration 70Q: 3 clusters Score -8552841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8552836.000000 Penalty: 5323.643555
	Iteration 71Q: 3 clusters Score -8552836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8552838.000000 Penalty: 5323.643555
	Iteration 72Q: 3 clusters Score -8552838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8552844.000000 Penalty: 5323.643555
	Iteration 73Q: 3 clusters Score -8552844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8552839.000000 Penalty: 5323.643555
	Iteration 74Q: 3 clusters Score -8552839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8552838.000000 Penalty: 5323.643555
	Iteration 75Q: 3 clusters Score -8552838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8552837.000000 Penalty: 5323.643555
	Iteration 76Q: 3 clusters Score -8552837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8552850.000000 Penalty: 5323.643555
	Iteration 77Q: 3 clusters Score -8552850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8552848.000000 Penalty: 5323.643555
	Iteration 78Q: 3 clusters Score -8552848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8552855.000000 Penalty: 5323.643555
	Iteration 79Q: 3 clusters Score -8552855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8552855.000000 Penalty: 5323.643555
	Iteration 80F: 3 clusters Score -8552855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8552858.000000 Penalty: 5323.643555
	Iteration 81Q: 3 clusters Score -8552858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8552861.000000 Penalty: 5323.643555
	Iteration 82Q: 3 clusters Score -8552861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8552862.000000 Penalty: 5323.643555
	Iteration 83Q: 3 clusters Score -8552862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8552866.000000 Penalty: 5323.643555
	Iteration 84Q: 3 clusters Score -8552866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8552861.000000 Penalty: 5323.643555
	Iteration 85Q: 3 clusters Score -8552861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45243 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8552861.000000 Penalty: 5323.643555
	Iteration 86F: 3 clusters Score -8552861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Entering Unmasked Estep 
Score: -8957975.000000 Penalty: 2671.839355
	Iteration 0F: 2 clusters Score -8957975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -8929766.000000 Penalty: 5343.678711
	Iteration 0F: 3 clusters Score -8929766 nChanged 21905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -8941880.000000 Penalty: 5343.678711
	Iteration 1F: 3 clusters Score -8941880 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -8942635.000000 Penalty: 5343.678711
	Iteration 2Q: 3 clusters Score -8942635 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -8943533.000000 Penalty: 5343.678711
	Iteration 3Q: 3 clusters Score -8943533 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -8944859.000000 Penalty: 5343.678711
	Iteration 4F: 3 clusters Score -8944859 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -8946638.000000 Penalty: 5343.678711
	Iteration 5F: 3 clusters Score -8946638 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -8948935.000000 Penalty: 5343.678711
	Iteration 6F: 3 clusters Score -8948935 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -8951340.000000 Penalty: 5343.678711
	Iteration 7F: 3 clusters Score -8951340 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -8953421.000000 Penalty: 5343.678711
	Iteration 8F: 3 clusters Score -8953421 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -8954793.000000 Penalty: 5343.678711
	Iteration 9Q: 3 clusters Score -8954793 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -8955539.000000 Penalty: 5343.678711
	Iteration 10Q: 3 clusters Score -8955539 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -8955882.000000 Penalty: 5343.678711
	Iteration 11Q: 3 clusters Score -8955882 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -8956069.000000 Penalty: 5343.678711
	Iteration 12Q: 3 clusters Score -8956069 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -8956268.000000 Penalty: 5343.678711
	Iteration 13Q: 3 clusters Score -8956268 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -8956418.000000 Penalty: 5343.678711
	Iteration 14Q: 3 clusters Score -8956418 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -8956563.000000 Penalty: 5343.678711
	Iteration 15Q: 3 clusters Score -8956563 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -8956616.000000 Penalty: 5343.678711
	Iteration 16Q: 3 clusters Score -8956616 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -8956691.000000 Penalty: 5343.678711
	Iteration 17Q: 3 clusters Score -8956691 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -8956789.000000 Penalty: 5343.678711
	Iteration 18Q: 3 clusters Score -8956789 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -8956849.000000 Penalty: 5343.678711
	Iteration 19Q: 3 clusters Score -8956849 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -8956884.000000 Penalty: 5343.678711
	Iteration 20F: 3 clusters Score -8956884 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -8956982.000000 Penalty: 5343.678711
	Iteration 21Q: 3 clusters Score -8956982 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -8957099.000000 Penalty: 5343.678711
	Iteration 22Q: 3 clusters Score -8957099 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -8957237.000000 Penalty: 5343.678711
	Iteration 23Q: 3 clusters Score -8957237 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -8957362.000000 Penalty: 5343.678711
	Iteration 24Q: 3 clusters Score -8957362 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8957500.000000 Penalty: 5343.678711
	Iteration 25Q: 3 clusters Score -8957500 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -8957571.000000 Penalty: 5343.678711
	Iteration 26Q: 3 clusters Score -8957571 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -8957554.000000 Penalty: 5343.678711
	Iteration 27Q: 3 clusters Score -8957554 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -8957564.000000 Penalty: 5343.678711
	Iteration 28Q: 3 clusters Score -8957564 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8957565.000000 Penalty: 5343.678711
	Iteration 29Q: 3 clusters Score -8957565 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -8957526.000000 Penalty: 5343.678711
	Iteration 30Q: 3 clusters Score -8957526 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -8957500.000000 Penalty: 5343.678711
	Iteration 31Q: 3 clusters Score -8957500 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8957478.000000 Penalty: 5343.678711
	Iteration 32Q: 3 clusters Score -8957478 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8957431.000000 Penalty: 5343.678711
	Iteration 33Q: 3 clusters Score -8957431 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8957395.000000 Penalty: 5343.678711
	Iteration 34Q: 3 clusters Score -8957395 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8957330.000000 Penalty: 5343.678711
	Iteration 35Q: 3 clusters Score -8957330 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8957256.000000 Penalty: 5343.678711
	Iteration 36Q: 3 clusters Score -8957256 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8957214.000000 Penalty: 5343.678711
	Iteration 37Q: 3 clusters Score -8957214 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8957144.000000 Penalty: 5343.678711
	Iteration 38Q: 3 clusters Score -8957144 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8957076.000000 Penalty: 5343.678711
	Iteration 39Q: 3 clusters Score -8957076 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8957020.000000 Penalty: 5343.678711
	Iteration 40F: 3 clusters Score -8957020 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8956997.000000 Penalty: 5343.678711
	Iteration 41Q: 3 clusters Score -8956997 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8956929.000000 Penalty: 5343.678711
	Iteration 42Q: 3 clusters Score -8956929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8956899.000000 Penalty: 5343.678711
	Iteration 43Q: 3 clusters Score -8956899 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8956830.000000 Penalty: 5343.678711
	Iteration 44Q: 3 clusters Score -8956830 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8956809.000000 Penalty: 5343.678711
	Iteration 45Q: 3 clusters Score -8956809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8956785.000000 Penalty: 5343.678711
	Iteration 46Q: 3 clusters Score -8956785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8956767.000000 Penalty: 5343.678711
	Iteration 47Q: 3 clusters Score -8956767 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8956735.000000 Penalty: 5343.678711
	Iteration 48Q: 3 clusters Score -8956735 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8956720.000000 Penalty: 5343.678711
	Iteration 49Q: 3 clusters Score -8956720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8956698.000000 Penalty: 5343.678711
	Iteration 50Q: 3 clusters Score -8956698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8956681.000000 Penalty: 5343.678711
	Iteration 51Q: 3 clusters Score -8956681 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8956657.000000 Penalty: 5343.678711
	Iteration 52Q: 3 clusters Score -8956657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8956638.000000 Penalty: 5343.678711
	Iteration 53Q: 3 clusters Score -8956638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8956614.000000 Penalty: 5343.678711
	Iteration 54Q: 3 clusters Score -8956614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8956595.000000 Penalty: 5343.678711
	Iteration 55Q: 3 clusters Score -8956595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8956596.000000 Penalty: 5343.678711
	Iteration 56Q: 3 clusters Score -8956596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8956576.000000 Penalty: 5343.678711
	Iteration 57Q: 3 clusters Score -8956576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8956583.000000 Penalty: 5343.678711
	Iteration 58Q: 3 clusters Score -8956583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8956569.000000 Penalty: 5343.678711
	Iteration 59Q: 3 clusters Score -8956569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8956556.000000 Penalty: 5343.678711
	Iteration 60F: 3 clusters Score -8956556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8956552.000000 Penalty: 5343.678711
	Iteration 61Q: 3 clusters Score -8956552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8956548.000000 Penalty: 5343.678711
	Iteration 62Q: 3 clusters Score -8956548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8956548.000000 Penalty: 5343.678711
	Iteration 63Q: 3 clusters Score -8956548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8956548.000000 Penalty: 5343.678711
	Iteration 64F: 3 clusters Score -8956548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -159478.906250 Penalty: 1688.093750
	Iteration 0F: 2 clusters Score -159478.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -157567.046875 Penalty: 3376.187500
	Iteration 0F: 3 clusters Score -157567 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -157848.968750 Penalty: 3376.187500
	Iteration 1F: 3 clusters Score -157849 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -157944.750000 Penalty: 3376.187500
	Iteration 2F: 3 clusters Score -157944.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -157996.500000 Penalty: 3376.187500
	Iteration 3Q: 3 clusters Score -157996.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -158031.109375 Penalty: 3376.187500
	Iteration 4Q: 3 clusters Score -158031.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -158052.500000 Penalty: 3376.187500
	Iteration 5Q: 3 clusters Score -158052.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -158079.703125 Penalty: 3376.187500
	Iteration 6Q: 3 clusters Score -158079.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -158094.671875 Penalty: 3376.187500
	Iteration 7Q: 3 clusters Score -158094.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -158103.234375 Penalty: 3376.187500
	Iteration 8Q: 3 clusters Score -158103.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -158105.109375 Penalty: 3376.187500
	Iteration 9Q: 3 clusters Score -158105.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -158108.953125 Penalty: 3376.187500
	Iteration 10Q: 3 clusters Score -158109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -158114.734375 Penalty: 3376.187500
	Iteration 11Q: 3 clusters Score -158114.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -158117.718750 Penalty: 3376.187500
	Iteration 12Q: 3 clusters Score -158117.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -158121.109375 Penalty: 3376.187500
	Iteration 13Q: 3 clusters Score -158121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -158123.750000 Penalty: 3376.187500
	Iteration 14Q: 3 clusters Score -158123.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -158126.984375 Penalty: 3376.187500
	Iteration 15Q: 3 clusters Score -158127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -158127.578125 Penalty: 3376.187500
	Iteration 16Q: 3 clusters Score -158127.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -158127.578125 Penalty: 3376.187500
	Iteration 17F: 3 clusters Score -158127.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Entering Unmasked Estep 
Score: -4443764.000000 Penalty: 2501.197998
	Iteration 0F: 2 clusters Score -4443764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -4427089.000000 Penalty: 5002.395996
	Iteration 0F: 3 clusters Score -4427089 nChanged 10701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -4432716.000000 Penalty: 5002.395996
	Iteration 1F: 3 clusters Score -4432716 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4433101.500000 Penalty: 5002.395996
	Iteration 2Q: 3 clusters Score -4433102 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -4433457.000000 Penalty: 5002.395996
	Iteration 3Q: 3 clusters Score -4433457 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -4433781.000000 Penalty: 5002.395996
	Iteration 4Q: 3 clusters Score -4433781 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -4434173.000000 Penalty: 5002.395996
	Iteration 5Q: 3 clusters Score -4434173 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -4434718.500000 Penalty: 5002.395996
	Iteration 6Q: 3 clusters Score -4434718 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -4435407.000000 Penalty: 5002.395996
	Iteration 7F: 3 clusters Score -4435407 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -4436452.500000 Penalty: 5002.395996
	Iteration 8F: 3 clusters Score -4436452 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -4437768.500000 Penalty: 5002.395996
	Iteration 9F: 3 clusters Score -4437768 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -4439206.000000 Penalty: 5002.395996
	Iteration 10F: 3 clusters Score -4439206 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -4440514.500000 Penalty: 5002.395996
	Iteration 11F: 3 clusters Score -4440514 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -4441587.500000 Penalty: 5002.395996
	Iteration 12Q: 3 clusters Score -4441588 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -4442010.000000 Penalty: 5002.395996
	Iteration 13Q: 3 clusters Score -4442010 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -4442148.000000 Penalty: 5002.395996
	Iteration 14Q: 3 clusters Score -4442148 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -4442198.500000 Penalty: 5002.395996
	Iteration 15Q: 3 clusters Score -4442198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -4442222.500000 Penalty: 5002.395996
	Iteration 16Q: 3 clusters Score -4442222 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -4442234.000000 Penalty: 5002.395996
	Iteration 17Q: 3 clusters Score -4442234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -4442243.500000 Penalty: 5002.395996
	Iteration 18Q: 3 clusters Score -4442244 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -4442249.500000 Penalty: 5002.395996
	Iteration 19Q: 3 clusters Score -4442250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -4442249.500000 Penalty: 5002.395996
	Iteration 20F: 3 clusters Score -4442250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -4442254.500000 Penalty: 5002.395996
	Iteration 21Q: 3 clusters Score -4442254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -4442252.500000 Penalty: 5002.395996
	Iteration 22Q: 3 clusters Score -4442252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -4442256.000000 Penalty: 5002.395996
	Iteration 23Q: 3 clusters Score -4442256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -4442253.500000 Penalty: 5002.395996
	Iteration 24Q: 3 clusters Score -4442254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -4442257.500000 Penalty: 5002.395996
	Iteration 25Q: 3 clusters Score -4442258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -4442252.000000 Penalty: 5002.395996
	Iteration 26Q: 3 clusters Score -4442252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -4442256.500000 Penalty: 5002.395996
	Iteration 27Q: 3 clusters Score -4442256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -4442257.500000 Penalty: 5002.395996
	Iteration 28Q: 3 clusters Score -4442258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -4442258.000000 Penalty: 5002.395996
	Iteration 29Q: 3 clusters Score -4442258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -4442262.500000 Penalty: 5002.395996
	Iteration 30Q: 3 clusters Score -4442262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -4442262.000000 Penalty: 5002.395996
	Iteration 31Q: 3 clusters Score -4442262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -4442264.000000 Penalty: 5002.395996
	Iteration 32Q: 3 clusters Score -4442264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -4442264.000000 Penalty: 5002.395996
	Iteration 33F: 3 clusters Score -4442264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -121033.757812 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -121033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -119385.968750 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -119386 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -119629.414062 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -119629.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -119713.164062 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -119713.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -119757.000000 Penalty: 3245.066162
	Iteration 3Q: 3 clusters Score -119757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -119798.851562 Penalty: 3245.066162
	Iteration 4Q: 3 clusters Score -119798.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -119826.078125 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -119826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -119851.140625 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -119851.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -119875.171875 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -119875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -119886.242188 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -119886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -119892.437500 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -119892.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -119894.226562 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -119894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -119897.203125 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -119897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -119897.203125 Penalty: 3245.066162
	Iteration 12F: 3 clusters Score -119897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -379086.937500 Penalty: 1914.123657
	Iteration 0F: 2 clusters Score -379086.9 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 1124 members 
Entering Unmasked Estep 
Score: -376305.750000 Penalty: 3828.247314
	Iteration 0F: 3 clusters Score -376305.8 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -377048.125000 Penalty: 3828.247314
	Iteration 1F: 3 clusters Score -377048.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -377674.750000 Penalty: 3828.247314
	Iteration 2F: 3 clusters Score -377674.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -378234.156250 Penalty: 3828.247314
	Iteration 3F: 3 clusters Score -378234.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -378545.406250 Penalty: 3828.247314
	Iteration 4F: 3 clusters Score -378545.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -378685.250000 Penalty: 3828.247314
	Iteration 5F: 3 clusters Score -378685.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -378740.000000 Penalty: 3828.247314
	Iteration 6Q: 3 clusters Score -378740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -378774.250000 Penalty: 3828.247314
	Iteration 7Q: 3 clusters Score -378774.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -378802.437500 Penalty: 3828.247314
	Iteration 8Q: 3 clusters Score -378802.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -378821.687500 Penalty: 3828.247314
	Iteration 9Q: 3 clusters Score -378821.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -378832.812500 Penalty: 3828.247314
	Iteration 10Q: 3 clusters Score -378832.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -378846.718750 Penalty: 3828.247314
	Iteration 11Q: 3 clusters Score -378846.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -378856.156250 Penalty: 3828.247314
	Iteration 12Q: 3 clusters Score -378856.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -378860.531250 Penalty: 3828.247314
	Iteration 13Q: 3 clusters Score -378860.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -378866.781250 Penalty: 3828.247314
	Iteration 14Q: 3 clusters Score -378866.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -378868.500000 Penalty: 3828.247314
	Iteration 15Q: 3 clusters Score -378868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -378870.000000 Penalty: 3828.247314
	Iteration 16Q: 3 clusters Score -378870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -378870.000000 Penalty: 3828.247314
	Iteration 17F: 3 clusters Score -378870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Entering Unmasked Estep 
Score: -5800954.000000 Penalty: 2575.385010
	Iteration 0F: 2 clusters Score -5800954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -5779039.000000 Penalty: 5150.770020
	Iteration 0F: 3 clusters Score -5779039 nChanged 14623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -5787017.000000 Penalty: 5150.770020
	Iteration 1F: 3 clusters Score -5787017 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -5787785.000000 Penalty: 5150.770020
	Iteration 2F: 3 clusters Score -5787785 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -5788914.000000 Penalty: 5150.770020
	Iteration 3F: 3 clusters Score -5788914 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5790447.000000 Penalty: 5150.770020
	Iteration 4F: 3 clusters Score -5790447 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -5792182.500000 Penalty: 5150.770020
	Iteration 5F: 3 clusters Score -5792182 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -5794091.500000 Penalty: 5150.770020
	Iteration 6F: 3 clusters Score -5794092 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -5795862.500000 Penalty: 5150.770020
	Iteration 7F: 3 clusters Score -5795862 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -5797066.500000 Penalty: 5150.770020
	Iteration 8Q: 3 clusters Score -5797066 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -5797951.000000 Penalty: 5150.770020
	Iteration 9Q: 3 clusters Score -5797951 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5798574.500000 Penalty: 5150.770020
	Iteration 10Q: 3 clusters Score -5798574 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5799092.500000 Penalty: 5150.770020
	Iteration 11Q: 3 clusters Score -5799092 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5799429.500000 Penalty: 5150.770020
	Iteration 12Q: 3 clusters Score -5799430 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5799540.000000 Penalty: 5150.770020
	Iteration 13Q: 3 clusters Score -5799540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5799567.000000 Penalty: 5150.770020
	Iteration 14Q: 3 clusters Score -5799567 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5799589.500000 Penalty: 5150.770020
	Iteration 15Q: 3 clusters Score -5799590 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5799604.500000 Penalty: 5150.770020
	Iteration 16Q: 3 clusters Score -5799604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5799615.500000 Penalty: 5150.770020
	Iteration 17Q: 3 clusters Score -5799616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5799618.000000 Penalty: 5150.770020
	Iteration 18Q: 3 clusters Score -5799618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5799626.500000 Penalty: 5150.770020
	Iteration 19Q: 3 clusters Score -5799626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -5799637.500000 Penalty: 5150.770020
	Iteration 20F: 3 clusters Score -5799638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -5799646.000000 Penalty: 5150.770020
	Iteration 21Q: 3 clusters Score -5799646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -5799653.500000 Penalty: 5150.770020
	Iteration 22Q: 3 clusters Score -5799654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -5799655.000000 Penalty: 5150.770020
	Iteration 23Q: 3 clusters Score -5799655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5799656.000000 Penalty: 5150.770020
	Iteration 24Q: 3 clusters Score -5799656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5799654.500000 Penalty: 5150.770020
	Iteration 25Q: 3 clusters Score -5799654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5799652.500000 Penalty: 5150.770020
	Iteration 26Q: 3 clusters Score -5799652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5799661.000000 Penalty: 5150.770020
	Iteration 27Q: 3 clusters Score -5799661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5799667.500000 Penalty: 5150.770020
	Iteration 28Q: 3 clusters Score -5799668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5799673.000000 Penalty: 5150.770020
	Iteration 29Q: 3 clusters Score -5799673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -5799679.500000 Penalty: 5150.770020
	Iteration 30Q: 3 clusters Score -5799680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5799689.500000 Penalty: 5150.770020
	Iteration 31Q: 3 clusters Score -5799690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5799682.000000 Penalty: 5150.770020
	Iteration 32Q: 3 clusters Score -5799682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5799679.500000 Penalty: 5150.770020
	Iteration 33Q: 3 clusters Score -5799680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5799688.000000 Penalty: 5150.770020
	Iteration 34Q: 3 clusters Score -5799688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5799698.000000 Penalty: 5150.770020
	Iteration 35Q: 3 clusters Score -5799698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5799690.500000 Penalty: 5150.770020
	Iteration 36Q: 3 clusters Score -5799690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5799698.000000 Penalty: 5150.770020
	Iteration 37Q: 3 clusters Score -5799698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5799702.500000 Penalty: 5150.770020
	Iteration 38Q: 3 clusters Score -5799702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5799705.500000 Penalty: 5150.770020
	Iteration 39Q: 3 clusters Score -5799706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5799704.500000 Penalty: 5150.770020
	Iteration 40F: 3 clusters Score -5799704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5799702.500000 Penalty: 5150.770020
	Iteration 41Q: 3 clusters Score -5799702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5799704.500000 Penalty: 5150.770020
	Iteration 42Q: 3 clusters Score -5799704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5799704.500000 Penalty: 5150.770020
	Iteration 43F: 3 clusters Score -5799704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Entering Unmasked Estep 
Score: -8769501.000000 Penalty: 2669.138916
	Iteration 0F: 2 clusters Score -8769501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -8739754.000000 Penalty: 5338.277832
	Iteration 0F: 3 clusters Score -8739754 nChanged 21705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -8751483.000000 Penalty: 5338.277832
	Iteration 1F: 3 clusters Score -8751483 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -8751899.000000 Penalty: 5338.277832
	Iteration 2Q: 3 clusters Score -8751899 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -8752296.000000 Penalty: 5338.277832
	Iteration 3Q: 3 clusters Score -8752296 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -8752688.000000 Penalty: 5338.277832
	Iteration 4Q: 3 clusters Score -8752688 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -8753260.000000 Penalty: 5338.277832
	Iteration 5Q: 3 clusters Score -8753260 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -8753801.000000 Penalty: 5338.277832
	Iteration 6Q: 3 clusters Score -8753801 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -8754682.000000 Penalty: 5338.277832
	Iteration 7Q: 3 clusters Score -8754682 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -8756084.000000 Penalty: 5338.277832
	Iteration 8F: 3 clusters Score -8756084 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -8758293.000000 Penalty: 5338.277832
	Iteration 9F: 3 clusters Score -8758293 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -8761245.000000 Penalty: 5338.277832
	Iteration 10F: 3 clusters Score -8761245 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -8764100.000000 Penalty: 5338.277832
	Iteration 11F: 3 clusters Score -8764100 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -8765553.000000 Penalty: 5338.277832
	Iteration 12Q: 3 clusters Score -8765553 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -8766354.000000 Penalty: 5338.277832
	Iteration 13Q: 3 clusters Score -8766354 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -8766806.000000 Penalty: 5338.277832
	Iteration 14Q: 3 clusters Score -8766806 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -8766985.000000 Penalty: 5338.277832
	Iteration 15Q: 3 clusters Score -8766985 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -8767109.000000 Penalty: 5338.277832
	Iteration 16Q: 3 clusters Score -8767109 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -8767148.000000 Penalty: 5338.277832
	Iteration 17Q: 3 clusters Score -8767148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -8767181.000000 Penalty: 5338.277832
	Iteration 18Q: 3 clusters Score -8767181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -8767197.000000 Penalty: 5338.277832
	Iteration 19Q: 3 clusters Score -8767197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -8767193.000000 Penalty: 5338.277832
	Iteration 20F: 3 clusters Score -8767193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -8767199.000000 Penalty: 5338.277832
	Iteration 21Q: 3 clusters Score -8767199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -8767213.000000 Penalty: 5338.277832
	Iteration 22Q: 3 clusters Score -8767213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -8767215.000000 Penalty: 5338.277832
	Iteration 23Q: 3 clusters Score -8767215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -8767229.000000 Penalty: 5338.277832
	Iteration 24Q: 3 clusters Score -8767229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -8767234.000000 Penalty: 5338.277832
	Iteration 25Q: 3 clusters Score -8767234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -8767237.000000 Penalty: 5338.277832
	Iteration 26Q: 3 clusters Score -8767237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -8767240.000000 Penalty: 5338.277832
	Iteration 27Q: 3 clusters Score -8767240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -8767246.000000 Penalty: 5338.277832
	Iteration 28Q: 3 clusters Score -8767246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -8767236.000000 Penalty: 5338.277832
	Iteration 29Q: 3 clusters Score -8767236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -8767237.000000 Penalty: 5338.277832
	Iteration 30Q: 3 clusters Score -8767237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -8767246.000000 Penalty: 5338.277832
	Iteration 31Q: 3 clusters Score -8767246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -8767246.000000 Penalty: 5338.277832
	Iteration 32F: 3 clusters Score -8767246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Entering Unmasked Estep 
Score: -7578476.000000 Penalty: 2636.251221
	Iteration 0F: 2 clusters Score -7578476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -7550527.500000 Penalty: 5272.502441
	Iteration 0F: 3 clusters Score -7550528 nChanged 18932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -7560673.000000 Penalty: 5272.502441
	Iteration 1F: 3 clusters Score -7560673 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -7561225.000000 Penalty: 5272.502441
	Iteration 2Q: 3 clusters Score -7561225 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -7561761.500000 Penalty: 5272.502441
	Iteration 3Q: 3 clusters Score -7561762 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -7562404.500000 Penalty: 5272.502441
	Iteration 4Q: 3 clusters Score -7562404 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -7563257.500000 Penalty: 5272.502441
	Iteration 5Q: 3 clusters Score -7563258 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -7564378.000000 Penalty: 5272.502441
	Iteration 6F: 3 clusters Score -7564378 nChanged 2511
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7565952 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7568126 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -7570590.000000 Penalty: 5272.502441
	Iteration 9F: 3 clusters Score -7570590 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -7572645.500000 Penalty: 5272.502441
	Iteration 10F: 3 clusters Score -7572646 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -7573956.500000 Penalty: 5272.502441
	Iteration 11Q: 3 clusters Score -7573956 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -7574716.500000 Penalty: 5272.502441
	Iteration 12Q: 3 clusters Score -7574716 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -7575219.500000 Penalty: 5272.502441
	Iteration 13Q: 3 clusters Score -7575220 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -7575535.500000 Penalty: 5272.502441
	Iteration 14Q: 3 clusters Score -7575536 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -7575730.000000 Penalty: 5272.502441
	Iteration 15Q: 3 clusters Score -7575730 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -7575873.500000 Penalty: 5272.502441
	Iteration 16Q: 3 clusters Score -7575874 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -7575997.500000 Penalty: 5272.502441
	Iteration 17Q: 3 clusters Score -7575998 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -7576079.000000 Penalty: 5272.502441
	Iteration 18Q: 3 clusters Score -7576079 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -7576145.500000 Penalty: 5272.502441
	Iteration 19Q: 3 clusters Score -7576146 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -7576244.000000 Penalty: 5272.502441
	Iteration 20F: 3 clusters Score -7576244 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -7576307.500000 Penalty: 5272.502441
	Iteration 21Q: 3 clusters Score -7576308 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -7576332.000000 Penalty: 5272.502441
	Iteration 22Q: 3 clusters Score -7576332 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -7576394.500000 Penalty: 5272.502441
	Iteration 23Q: 3 clusters Score -7576394 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -7576453.000000 Penalty: 5272.502441
	Iteration 24Q: 3 clusters Score -7576453 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -7576468.500000 Penalty: 5272.502441
	Iteration 25Q: 3 clusters Score -7576468 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -7576490.000000 Penalty: 5272.502441
	Iteration 26Q: 3 clusters Score -7576490 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -7576521.500000 Penalty: 5272.502441
	Iteration 27Q: 3 clusters Score -7576522 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -7576537.000000 Penalty: 5272.502441
	Iteration 28Q: 3 clusters Score -7576537 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -7576551.500000 Penalty: 5272.502441
	Iteration 29Q: 3 clusters Score -7576552 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -7576567.500000 Penalty: 5272.502441
	Iteration 30Q: 3 clusters Score -7576568 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -7576582.500000 Penalty: 5272.502441
	Iteration 31Q: 3 clusters Score -7576582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -7576597.500000 Penalty: 5272.502441
	Iteration 32Q: 3 clusters Score -7576598 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -7576594.500000 Penalty: 5272.502441
	Iteration 33Q: 3 clusters Score -7576594 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -7576615.000000 Penalty: 5272.502441
	Iteration 34Q: 3 clusters Score -7576615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -7576622.500000 Penalty: 5272.502441
	Iteration 35Q: 3 clusters Score -7576622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7576624.500000 Penalty: 5272.502441
	Iteration 36Q: 3 clusters Score -7576624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -7576630.500000 Penalty: 5272.502441
	Iteration 37Q: 3 clusters Score -7576630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -7576625.500000 Penalty: 5272.502441
	Iteration 38Q: 3 clusters Score -7576626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -7576627.000000 Penalty: 5272.502441
	Iteration 39Q: 3 clusters Score -7576627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7576620.500000 Penalty: 5272.502441
	Iteration 40F: 3 clusters Score -7576620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -7576616.500000 Penalty: 5272.502441
	Iteration 41Q: 3 clusters Score -7576616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -7576634.000000 Penalty: 5272.502441
	Iteration 42Q: 3 clusters Score -7576634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -7576638.500000 Penalty: 5272.502441
	Iteration 43Q: 3 clusters Score -7576638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -7576647.500000 Penalty: 5272.502441
	Iteration 44Q: 3 clusters Score -7576648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -7576649.500000 Penalty: 5272.502441
	Iteration 45Q: 3 clusters Score -7576650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -7576647.000000 Penalty: 5272.502441
	Iteration 46Q: 3 clusters Score -7576647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -7576640.500000 Penalty: 5272.502441
	Iteration 47Q: 3 clusters Score -7576640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7576660.000000 Penalty: 5272.502441
	Iteration 48Q: 3 clusters Score -7576660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -7576651.000000 Penalty: 5272.502441
	Iteration 49Q: 3 clusters Score -7576651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -7576656.000000 Penalty: 5272.502441
	Iteration 50Q: 3 clusters Score -7576656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -7576666.000000 Penalty: 5272.502441
	Iteration 51Q: 3 clusters Score -7576666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -7576662.500000 Penalty: 5272.502441
	Iteration 52Q: 3 clusters Score -7576662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -7576661.500000 Penalty: 5272.502441
	Iteration 53Q: 3 clusters Score -7576662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7576670.500000 Penalty: 5272.502441
	Iteration 54Q: 3 clusters Score -7576670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7576676.500000 Penalty: 5272.502441
	Iteration 55Q: 3 clusters Score -7576676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -7576668.500000 Penalty: 5272.502441
	Iteration 56Q: 3 clusters Score -7576668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -7576671.000000 Penalty: 5272.502441
	Iteration 57Q: 3 clusters Score -7576671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -7576663.500000 Penalty: 5272.502441
	Iteration 58Q: 3 clusters Score -7576664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -7576665.000000 Penalty: 5272.502441
	Iteration 59Q: 3 clusters Score -7576665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -7576673.000000 Penalty: 5272.502441
	Iteration 60F: 3 clusters Score -7576673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -7576672.000000 Penalty: 5272.502441
	Iteration 61Q: 3 clusters Score -7576672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -7576670.500000 Penalty: 5272.502441
	Iteration 62Q: 3 clusters Score -7576670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -7576666.000000 Penalty: 5272.502441
	Iteration 63Q: 3 clusters Score -7576666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -7576675.500000 Penalty: 5272.502441
	Iteration 64Q: 3 clusters Score -7576676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7576678.000000 Penalty: 5272.502441
	Iteration 65Q: 3 clusters Score -7576678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7576677.500000 Penalty: 5272.502441
	Iteration 66Q: 3 clusters Score -7576678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -7576674.000000 Penalty: 5272.502441
	Iteration 67Q: 3 clusters Score -7576674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -7576675.000000 Penalty: 5272.502441
	Iteration 68Q: 3 clusters Score -7576675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -7576675.000000 Penalty: 5272.502441
	Iteration 69Q: 3 clusters Score -7576675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7576681.500000 Penalty: 5272.502441
	Iteration 70Q: 3 clusters Score -7576682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7576676.500000 Penalty: 5272.502441
	Iteration 71Q: 3 clusters Score -7576676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -7576674.500000 Penalty: 5272.502441
	Iteration 72Q: 3 clusters Score -7576674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -7576676.500000 Penalty: 5272.502441
	Iteration 73Q: 3 clusters Score -7576676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -7576672.000000 Penalty: 5272.502441
	Iteration 74Q: 3 clusters Score -7576672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -7576680.500000 Penalty: 5272.502441
	Iteration 75Q: 3 clusters Score -7576680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -7576684.000000 Penalty: 5272.502441
	Iteration 76Q: 3 clusters Score -7576684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -7576678.000000 Penalty: 5272.502441
	Iteration 77Q: 3 clusters Score -7576678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7576682.000000 Penalty: 5272.502441
	Iteration 78Q: 3 clusters Score -7576682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -7576685.000000 Penalty: 5272.502441
	Iteration 79Q: 3 clusters Score -7576685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7576699.000000 Penalty: 5272.502441
	Iteration 80F: 3 clusters Score -7576699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7576701.500000 Penalty: 5272.502441
	Iteration 81Q: 3 clusters Score -7576702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -7576690.000000 Penalty: 5272.502441
	Iteration 82Q: 3 clusters Score -7576690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -7576694.000000 Penalty: 5272.502441
	Iteration 83Q: 3 clusters Score -7576694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -7576699.500000 Penalty: 5272.502441
	Iteration 84Q: 3 clusters Score -7576700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7576699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -7576699.000000 Penalty: 5272.502441
	Iteration 86F: 3 clusters Score -7576699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46730 members 
Entering Unmasked Estep 
Score: -8710723.000000 Penalty: 2666.531250
	Iteration 0F: 2 clusters Score -8710723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -8681560.000000 Penalty: 5333.062500
	Iteration 0F: 3 clusters Score -8681560 nChanged 21417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -8693259.000000 Penalty: 5333.062500
	Iteration 1F: 3 clusters Score -8693259 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -8693731.000000 Penalty: 5333.062500
	Iteration 2Q: 3 clusters Score -8693731 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -8694114.000000 Penalty: 5333.062500
	Iteration 3Q: 3 clusters Score -8694114 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -8694433.000000 Penalty: 5333.062500
	Iteration 4Q: 3 clusters Score -8694433 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -8694708.000000 Penalty: 5333.062500
	Iteration 5Q: 3 clusters Score -8694708 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -8694982.000000 Penalty: 5333.062500
	Iteration 6Q: 3 clusters Score -8694982 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -8695191.000000 Penalty: 5333.062500
	Iteration 7Q: 3 clusters Score -8695191 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -8695517.000000 Penalty: 5333.062500
	Iteration 8Q: 3 clusters Score -8695517 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -8695825.000000 Penalty: 5333.062500
	Iteration 9Q: 3 clusters Score -8695825 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -8696274.000000 Penalty: 5333.062500
	Iteration 10Q: 3 clusters Score -8696274 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -8696883.000000 Penalty: 5333.062500
	Iteration 11Q: 3 clusters Score -8696883 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -8697785.000000 Penalty: 5333.062500
	Iteration 12Q: 3 clusters Score -8697785 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -8699049.000000 Penalty: 5333.062500
	Iteration 13Q: 3 clusters Score -8699049 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -8700667.000000 Penalty: 5333.062500
	Iteration 14Q: 3 clusters Score -8700667 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -8702451.000000 Penalty: 5333.062500
	Iteration 15Q: 3 clusters Score -8702451 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -8703932.000000 Penalty: 5333.062500
	Iteration 16Q: 3 clusters Score -8703932 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -8704962.000000 Penalty: 5333.062500
	Iteration 17Q: 3 clusters Score -8704962 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -8705629.000000 Penalty: 5333.062500
	Iteration 18Q: 3 clusters Score -8705629 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -8706180.000000 Penalty: 5333.062500
	Iteration 19Q: 3 clusters Score -8706180 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -8706629.000000 Penalty: 5333.062500
	Iteration 20F: 3 clusters Score -8706629 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -8707006.000000 Penalty: 5333.062500
	Iteration 21Q: 3 clusters Score -8707006 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -8707290.000000 Penalty: 5333.062500
	Iteration 22Q: 3 clusters Score -8707290 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -8707554.000000 Penalty: 5333.062500
	Iteration 23Q: 3 clusters Score -8707554 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -8707748.000000 Penalty: 5333.062500
	Iteration 24Q: 3 clusters Score -8707748 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8707922.000000 Penalty: 5333.062500
	Iteration 25Q: 3 clusters Score -8707922 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8708043.000000 Penalty: 5333.062500
	Iteration 26Q: 3 clusters Score -8708043 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -8708127.000000 Penalty: 5333.062500
	Iteration 27Q: 3 clusters Score -8708127 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8708211.000000 Penalty: 5333.062500
	Iteration 28Q: 3 clusters Score -8708211 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8708280.000000 Penalty: 5333.062500
	Iteration 29Q: 3 clusters Score -8708280 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8708351.000000 Penalty: 5333.062500
	Iteration 30Q: 3 clusters Score -8708351 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8708396.000000 Penalty: 5333.062500
	Iteration 31Q: 3 clusters Score -8708396 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8708441.000000 Penalty: 5333.062500
	Iteration 32Q: 3 clusters Score -8708441 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8708462.000000 Penalty: 5333.062500
	Iteration 33Q: 3 clusters Score -8708462 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8708478.000000 Penalty: 5333.062500
	Iteration 34Q: 3 clusters Score -8708478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8708512.000000 Penalty: 5333.062500
	Iteration 35Q: 3 clusters Score -8708512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8708525.000000 Penalty: 5333.062500
	Iteration 36Q: 3 clusters Score -8708525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8708555.000000 Penalty: 5333.062500
	Iteration 37Q: 3 clusters Score -8708555 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8708561.000000 Penalty: 5333.062500
	Iteration 38Q: 3 clusters Score -8708561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8708570.000000 Penalty: 5333.062500
	Iteration 39Q: 3 clusters Score -8708570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8708579.000000 Penalty: 5333.062500
	Iteration 40F: 3 clusters Score -8708579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8708584.000000 Penalty: 5333.062500
	Iteration 41Q: 3 clusters Score -8708584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8708585.000000 Penalty: 5333.062500
	Iteration 42Q: 3 clusters Score -8708585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8708590.000000 Penalty: 5333.062500
	Iteration 43Q: 3 clusters Score -8708590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8708590.000000 Penalty: 5333.062500
	Iteration 44Q: 3 clusters Score -8708590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8708596.000000 Penalty: 5333.062500
	Iteration 45Q: 3 clusters Score -8708596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8708592.000000 Penalty: 5333.062500
	Iteration 46Q: 3 clusters Score -8708592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8708595.000000 Penalty: 5333.062500
	Iteration 47Q: 3 clusters Score -8708595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8708595.000000 Penalty: 5333.062500
	Iteration 48F: 3 clusters Score -8708595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -119777.289062 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -119777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -118108.312500 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -118108.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -118447.750000 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -118447.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -118616.476562 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -118616.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118703.226562 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -118703.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118779.554688 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -118779.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118837.820312 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -118837.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -118886.265625 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -118886.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -118951.734375 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -118951.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -119019.343750 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -119019.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -119044.671875 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -119044.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -119060.742188 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -119060.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -119067.570312 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -119067.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -119080.296875 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -119080.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -119098.609375 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -119098.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -119124.500000 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -119124.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -119139.984375 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -119140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -119154.093750 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -119154.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -119175.453125 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -119175.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -119197.156250 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -119197.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -119215.351562 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -119215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -119230.054688 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -119230.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -119246.843750 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -119246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -119265.320312 Penalty: 3306.810547
	Iteration 22Q: 3 clusters Score -119265.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -119286.132812 Penalty: 3306.810547
	Iteration 23Q: 3 clusters Score -119286.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -119306.390625 Penalty: 3306.810547
	Iteration 24Q: 3 clusters Score -119306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -119311.906250 Penalty: 3306.810547
	Iteration 25Q: 3 clusters Score -119311.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -119321.101562 Penalty: 3306.810547
	Iteration 26Q: 3 clusters Score -119321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -119323.226562 Penalty: 3306.810547
	Iteration 27Q: 3 clusters Score -119323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -119323.226562 Penalty: 3306.810547
	Iteration 28F: 3 clusters Score -119323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Entering Unmasked Estep 
Score: -8151464.500000 Penalty: 2651.568604
	Iteration 0F: 2 clusters Score -8151464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -8122422.000000 Penalty: 5303.137207
	Iteration 0F: 3 clusters Score -8122422 nChanged 20094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -8133359.000000 Penalty: 5303.137207
	Iteration 1F: 3 clusters Score -8133359 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -8133893.000000 Penalty: 5303.137207
	Iteration 2Q: 3 clusters Score -8133893 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -8134513.500000 Penalty: 5303.137207
	Iteration 3Q: 3 clusters Score -8134514 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -8135312.000000 Penalty: 5303.137207
	Iteration 4Q: 3 clusters Score -8135312 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -8136254.000000 Penalty: 5303.137207
	Iteration 5F: 3 clusters Score -8136254 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -8137680.000000 Penalty: 5303.137207
	Iteration 6F: 3 clusters Score -8137680 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -8139543.500000 Penalty: 5303.137207
	Iteration 7F: 3 clusters Score -8139544 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -8141697.500000 Penalty: 5303.137207
	Iteration 8F: 3 clusters Score -8141698 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -8143727.000000 Penalty: 5303.137207
	Iteration 9F: 3 clusters Score -8143727 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -8144888.500000 Penalty: 5303.137207
	Iteration 10Q: 3 clusters Score -8144888 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -8145355.000000 Penalty: 5303.137207
	Iteration 11Q: 3 clusters Score -8145355 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -8145589.500000 Penalty: 5303.137207
	Iteration 12Q: 3 clusters Score -8145590 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -8145725.500000 Penalty: 5303.137207
	Iteration 13Q: 3 clusters Score -8145726 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -8145875.000000 Penalty: 5303.137207
	Iteration 14Q: 3 clusters Score -8145875 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -8145972.000000 Penalty: 5303.137207
	Iteration 15Q: 3 clusters Score -8145972 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -8146066.000000 Penalty: 5303.137207
	Iteration 16Q: 3 clusters Score -8146066 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -8146144.500000 Penalty: 5303.137207
	Iteration 17Q: 3 clusters Score -8146144 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -8146255.000000 Penalty: 5303.137207
	Iteration 18Q: 3 clusters Score -8146255 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -8146331.500000 Penalty: 5303.137207
	Iteration 19Q: 3 clusters Score -8146332 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -8146419.000000 Penalty: 5303.137207
	Iteration 20F: 3 clusters Score -8146419 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -8146466.500000 Penalty: 5303.137207
	Iteration 21Q: 3 clusters Score -8146466 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -8146502.000000 Penalty: 5303.137207
	Iteration 22Q: 3 clusters Score -8146502 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -8146505.000000 Penalty: 5303.137207
	Iteration 23Q: 3 clusters Score -8146505 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -8146520.000000 Penalty: 5303.137207
	Iteration 24Q: 3 clusters Score -8146520 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -8146577.000000 Penalty: 5303.137207
	Iteration 25Q: 3 clusters Score -8146577 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -8146618.500000 Penalty: 5303.137207
	Iteration 26Q: 3 clusters Score -8146618 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -8146661.000000 Penalty: 5303.137207
	Iteration 27Q: 3 clusters Score -8146661 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -8146698.000000 Penalty: 5303.137207
	Iteration 28Q: 3 clusters Score -8146698 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -8146708.000000 Penalty: 5303.137207
	Iteration 29Q: 3 clusters Score -8146708 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -8146760.500000 Penalty: 5303.137207
	Iteration 30Q: 3 clusters Score -8146760 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -8146796.500000 Penalty: 5303.137207
	Iteration 31Q: 3 clusters Score -8146796 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -8146798.500000 Penalty: 5303.137207
	Iteration 32Q: 3 clusters Score -8146798 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -8146808.000000 Penalty: 5303.137207
	Iteration 33Q: 3 clusters Score -8146808 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -8146796.500000 Penalty: 5303.137207
	Iteration 34Q: 3 clusters Score -8146796 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -8146813.500000 Penalty: 5303.137207
	Iteration 35Q: 3 clusters Score -8146814 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -8146799.500000 Penalty: 5303.137207
	Iteration 36Q: 3 clusters Score -8146800 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -8146809.000000 Penalty: 5303.137207
	Iteration 37Q: 3 clusters Score -8146809 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -8146826.500000 Penalty: 5303.137207
	Iteration 38Q: 3 clusters Score -8146826 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -8146793.500000 Penalty: 5303.137207
	Iteration 39Q: 3 clusters Score -8146794 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -8146740.000000 Penalty: 5303.137207
	Iteration 40F: 3 clusters Score -8146740 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -8146746.500000 Penalty: 5303.137207
	Iteration 41Q: 3 clusters Score -8146746 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -8146751.500000 Penalty: 5303.137207
	Iteration 42Q: 3 clusters Score -8146752 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -8146732.000000 Penalty: 5303.137207
	Iteration 43Q: 3 clusters Score -8146732 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -8146727.000000 Penalty: 5303.137207
	Iteration 44Q: 3 clusters Score -8146727 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -8146730.500000 Penalty: 5303.137207
	Iteration 45Q: 3 clusters Score -8146730 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -8146719.500000 Penalty: 5303.137207
	Iteration 46Q: 3 clusters Score -8146720 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -8146691.500000 Penalty: 5303.137207
	Iteration 47Q: 3 clusters Score -8146692 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -8146699.000000 Penalty: 5303.137207
	Iteration 48Q: 3 clusters Score -8146699 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -8146713.500000 Penalty: 5303.137207
	Iteration 49Q: 3 clusters Score -8146714 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -8146685.500000 Penalty: 5303.137207
	Iteration 50Q: 3 clusters Score -8146686 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -8146698.000000 Penalty: 5303.137207
	Iteration 51Q: 3 clusters Score -8146698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -8146657.000000 Penalty: 5303.137207
	Iteration 52Q: 3 clusters Score -8146657 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -8146636.500000 Penalty: 5303.137207
	Iteration 53Q: 3 clusters Score -8146636 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -8146643.500000 Penalty: 5303.137207
	Iteration 54Q: 3 clusters Score -8146644 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -8146631.000000 Penalty: 5303.137207
	Iteration 55Q: 3 clusters Score -8146631 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -8146609.000000 Penalty: 5303.137207
	Iteration 56Q: 3 clusters Score -8146609 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -8146586.500000 Penalty: 5303.137207
	Iteration 57Q: 3 clusters Score -8146586 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -8146586.000000 Penalty: 5303.137207
	Iteration 58Q: 3 clusters Score -8146586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -8146578.500000 Penalty: 5303.137207
	Iteration 59Q: 3 clusters Score -8146578 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -8146589.500000 Penalty: 5303.137207
	Iteration 60F: 3 clusters Score -8146590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -8146596.500000 Penalty: 5303.137207
	Iteration 61Q: 3 clusters Score -8146596 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -8146591.000000 Penalty: 5303.137207
	Iteration 62Q: 3 clusters Score -8146591 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -8146578.500000 Penalty: 5303.137207
	Iteration 63Q: 3 clusters Score -8146578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -8146577.500000 Penalty: 5303.137207
	Iteration 64Q: 3 clusters Score -8146578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -8146558.000000 Penalty: 5303.137207
	Iteration 65Q: 3 clusters Score -8146558 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -8146551.000000 Penalty: 5303.137207
	Iteration 66Q: 3 clusters Score -8146551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -8146550.500000 Penalty: 5303.137207
	Iteration 67Q: 3 clusters Score -8146550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -8146538.000000 Penalty: 5303.137207
	Iteration 68Q: 3 clusters Score -8146538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -8146518.500000 Penalty: 5303.137207
	Iteration 69Q: 3 clusters Score -8146518 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -8146506.500000 Penalty: 5303.137207
	Iteration 70Q: 3 clusters Score -8146506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -8146529.500000 Penalty: 5303.137207
	Iteration 71Q: 3 clusters Score -8146530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -8146527.500000 Penalty: 5303.137207
	Iteration 72Q: 3 clusters Score -8146528 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -8146519.000000 Penalty: 5303.137207
	Iteration 73Q: 3 clusters Score -8146519 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -8146495.000000 Penalty: 5303.137207
	Iteration 74Q: 3 clusters Score -8146495 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -8146493.500000 Penalty: 5303.137207
	Iteration 75Q: 3 clusters Score -8146494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -8146477.000000 Penalty: 5303.137207
	Iteration 76Q: 3 clusters Score -8146477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -8146468.000000 Penalty: 5303.137207
	Iteration 77Q: 3 clusters Score -8146468 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8146468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -8146466.000000 Penalty: 5303.137207
	Iteration 79Q: 3 clusters Score -8146466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -8146474.500000 Penalty: 5303.137207
	Iteration 80F: 3 clusters Score -8146474 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -8146459.500000 Penalty: 5303.137207
	Iteration 81Q: 3 clusters Score -8146460 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -8146487.000000 Penalty: 5303.137207
	Iteration 82Q: 3 clusters Score -8146487 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -8146485.000000 Penalty: 5303.137207
	Iteration 83Q: 3 clusters Score -8146485 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -8146493.500000 Penalty: 5303.137207
	Iteration 84Q: 3 clusters Score -8146494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -8146496.500000 Penalty: 5303.137207
	Iteration 85Q: 3 clusters Score -8146496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -8146504.000000 Penalty: 5303.137207
	Iteration 86Q: 3 clusters Score -8146504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -8146505.000000 Penalty: 5303.137207
	Iteration 87Q: 3 clusters Score -8146505 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -8146506.500000 Penalty: 5303.137207
	Iteration 88Q: 3 clusters Score -8146506 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -8146484.500000 Penalty: 5303.137207
	Iteration 89Q: 3 clusters Score -8146484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -8146505.000000 Penalty: 5303.137207
	Iteration 90Q: 3 clusters Score -8146505 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -8146488.000000 Penalty: 5303.137207
	Iteration 91Q: 3 clusters Score -8146488 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -8146486.000000 Penalty: 5303.137207
	Iteration 92Q: 3 clusters Score -8146486 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -8146499.000000 Penalty: 5303.137207
	Iteration 93Q: 3 clusters Score -8146499 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -8146486.000000 Penalty: 5303.137207
	Iteration 94Q: 3 clusters Score -8146486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -8146481.000000 Penalty: 5303.137207
	Iteration 95Q: 3 clusters Score -8146481 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -8146475.500000 Penalty: 5303.137207
	Iteration 96Q: 3 clusters Score -8146476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -8146456.000000 Penalty: 5303.137207
	Iteration 97Q: 3 clusters Score -8146456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -8146466.000000 Penalty: 5303.137207
	Iteration 98Q: 3 clusters Score -8146466 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -8146457.500000 Penalty: 5303.137207
	Iteration 99Q: 3 clusters Score -8146458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -8146451.000000 Penalty: 5303.137207
	Iteration 100F: 3 clusters Score -8146451 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -8146451.500000 Penalty: 5303.137207
	Iteration 101Q: 3 clusters Score -8146452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -8146451.000000 Penalty: 5303.137207
	Iteration 102Q: 3 clusters Score -8146451 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -8146445.000000 Penalty: 5303.137207
	Iteration 103Q: 3 clusters Score -8146445 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -8146423.000000 Penalty: 5303.137207
	Iteration 104Q: 3 clusters Score -8146423 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -8146431.500000 Penalty: 5303.137207
	Iteration 105Q: 3 clusters Score -8146432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8146445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -8146445.500000 Penalty: 5303.137207
	Iteration 107Q: 3 clusters Score -8146446 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -8146421.500000 Penalty: 5303.137207
	Iteration 108Q: 3 clusters Score -8146422 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -8146412.000000 Penalty: 5303.137207
	Iteration 109Q: 3 clusters Score -8146412 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -8146422.500000 Penalty: 5303.137207
	Iteration 110Q: 3 clusters Score -8146422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -8146445.500000 Penalty: 5303.137207
	Iteration 111Q: 3 clusters Score -8146446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -8146439.000000 Penalty: 5303.137207
	Iteration 112Q: 3 clusters Score -8146439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -8146439.000000 Penalty: 5303.137207
	Iteration 113Q: 3 clusters Score -8146439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -8146432.000000 Penalty: 5303.137207
	Iteration 114Q: 3 clusters Score -8146432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -8146413.000000 Penalty: 5303.137207
	Iteration 115Q: 3 clusters Score -8146413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -8146401.000000 Penalty: 5303.137207
	Iteration 116Q: 3 clusters Score -8146401 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -8146398.000000 Penalty: 5303.137207
	Iteration 117Q: 3 clusters Score -8146398 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -8146400.000000 Penalty: 5303.137207
	Iteration 118Q: 3 clusters Score -8146400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -8146412.000000 Penalty: 5303.137207
	Iteration 119Q: 3 clusters Score -8146412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -8146415.000000 Penalty: 5303.137207
	Iteration 120F: 3 clusters Score -8146415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -8146424.500000 Penalty: 5303.137207
	Iteration 121Q: 3 clusters Score -8146424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -8146420.000000 Penalty: 5303.137207
	Iteration 122Q: 3 clusters Score -8146420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -8146411.000000 Penalty: 5303.137207
	Iteration 123Q: 3 clusters Score -8146411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -8146407.000000 Penalty: 5303.137207
	Iteration 124Q: 3 clusters Score -8146407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -8146401.000000 Penalty: 5303.137207
	Iteration 125Q: 3 clusters Score -8146401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -8146398.000000 Penalty: 5303.137207
	Iteration 126Q: 3 clusters Score -8146398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -8146399.500000 Penalty: 5303.137207
	Iteration 127Q: 3 clusters Score -8146400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -8146399.500000 Penalty: 5303.137207
	Iteration 128Q: 3 clusters Score -8146400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -8146414.500000 Penalty: 5303.137207
	Iteration 129Q: 3 clusters Score -8146414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -8146411.000000 Penalty: 5303.137207
	Iteration 130Q: 3 clusters Score -8146411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -8146410.500000 Penalty: 5303.137207
	Iteration 131Q: 3 clusters Score -8146410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -8146423.000000 Penalty: 5303.137207
	Iteration 132Q: 3 clusters Score -8146423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -8146425.500000 Penalty: 5303.137207
	Iteration 133Q: 3 clusters Score -8146426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -8146427.500000 Penalty: 5303.137207
	Iteration 134Q: 3 clusters Score -8146428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -8146412.000000 Penalty: 5303.137207
	Iteration 135Q: 3 clusters Score -8146412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -8146418.000000 Penalty: 5303.137207
	Iteration 136Q: 3 clusters Score -8146418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -8146412.500000 Penalty: 5303.137207
	Iteration 137Q: 3 clusters Score -8146412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -8146415.000000 Penalty: 5303.137207
	Iteration 138Q: 3 clusters Score -8146415 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -8146400.000000 Penalty: 5303.137207
	Iteration 139Q: 3 clusters Score -8146400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -8146396.000000 Penalty: 5303.137207
	Iteration 140F: 3 clusters Score -8146396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -8146390.000000 Penalty: 5303.137207
	Iteration 141Q: 3 clusters Score -8146390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -8146399.000000 Penalty: 5303.137207
	Iteration 142Q: 3 clusters Score -8146399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -8146398.000000 Penalty: 5303.137207
	Iteration 143Q: 3 clusters Score -8146398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -8146405.000000 Penalty: 5303.137207
	Iteration 144Q: 3 clusters Score -8146405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -8146403.000000 Penalty: 5303.137207
	Iteration 145Q: 3 clusters Score -8146403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -8146408.000000 Penalty: 5303.137207
	Iteration 146Q: 3 clusters Score -8146408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -8146406.500000 Penalty: 5303.137207
	Iteration 147Q: 3 clusters Score -8146406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -8146405.000000 Penalty: 5303.137207
	Iteration 148Q: 3 clusters Score -8146405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -8146398.000000 Penalty: 5303.137207
	Iteration 149Q: 3 clusters Score -8146398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -8146398.000000 Penalty: 5303.137207
	Iteration 150Q: 3 clusters Score -8146398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -8146402.500000 Penalty: 5303.137207
	Iteration 151Q: 3 clusters Score -8146402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -8146399.000000 Penalty: 5303.137207
	Iteration 152Q: 3 clusters Score -8146399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -8146391.000000 Penalty: 5303.137207
	Iteration 153Q: 3 clusters Score -8146391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -8146398.500000 Penalty: 5303.137207
	Iteration 154Q: 3 clusters Score -8146398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -8146393.000000 Penalty: 5303.137207
	Iteration 155Q: 3 clusters Score -8146393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -8146396.000000 Penalty: 5303.137207
	Iteration 156Q: 3 clusters Score -8146396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -8146396.000000 Penalty: 5303.137207
	Iteration 157F: 3 clusters Score -8146396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Entering Unmasked Estep 
Score: -7838153.500000 Penalty: 2642.258057
	Iteration 0F: 2 clusters Score -7838154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -7809903.500000 Penalty: 5284.516113
	Iteration 0F: 3 clusters Score -7809904 nChanged 19331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -7820320.000000 Penalty: 5284.516113
	Iteration 1F: 3 clusters Score -7820320 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -7820726.000000 Penalty: 5284.516113
	Iteration 2Q: 3 clusters Score -7820726 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -7821018.000000 Penalty: 5284.516113
	Iteration 3Q: 3 clusters Score -7821018 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -7821239.000000 Penalty: 5284.516113
	Iteration 4Q: 3 clusters Score -7821239 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -7821511.500000 Penalty: 5284.516113
	Iteration 5Q: 3 clusters Score -7821512 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -7821816.500000 Penalty: 5284.516113
	Iteration 6Q: 3 clusters Score -7821816 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -7822230.500000 Penalty: 5284.516113
	Iteration 7Q: 3 clusters Score -7822230 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -7822908.000000 Penalty: 5284.516113
	Iteration 8Q: 3 clusters Score -7822908 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -7824030.500000 Penalty: 5284.516113
	Iteration 9Q: 3 clusters Score -7824030 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -7825910.500000 Penalty: 5284.516113
	Iteration 10F: 3 clusters Score -7825910 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -7828570.000000 Penalty: 5284.516113
	Iteration 11F: 3 clusters Score -7828570 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -7831602.000000 Penalty: 5284.516113
	Iteration 12F: 3 clusters Score -7831602 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -7834153.000000 Penalty: 5284.516113
	Iteration 13F: 3 clusters Score -7834153 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -7835766.500000 Penalty: 5284.516113
	Iteration 14Q: 3 clusters Score -7835766 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -7836460.500000 Penalty: 5284.516113
	Iteration 15Q: 3 clusters Score -7836460 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -7836649.500000 Penalty: 5284.516113
	Iteration 16Q: 3 clusters Score -7836650 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -7836725.000000 Penalty: 5284.516113
	Iteration 17Q: 3 clusters Score -7836725 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -7836758.000000 Penalty: 5284.516113
	Iteration 18Q: 3 clusters Score -7836758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -7836770.500000 Penalty: 5284.516113
	Iteration 19Q: 3 clusters Score -7836770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -7836770.000000 Penalty: 5284.516113
	Iteration 20F: 3 clusters Score -7836770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -7836781.500000 Penalty: 5284.516113
	Iteration 21Q: 3 clusters Score -7836782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -7836778.000000 Penalty: 5284.516113
	Iteration 22Q: 3 clusters Score -7836778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -7836799.000000 Penalty: 5284.516113
	Iteration 23Q: 3 clusters Score -7836799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -7836808.000000 Penalty: 5284.516113
	Iteration 24Q: 3 clusters Score -7836808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -7836805.000000 Penalty: 5284.516113
	Iteration 25Q: 3 clusters Score -7836805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -7836806.500000 Penalty: 5284.516113
	Iteration 26Q: 3 clusters Score -7836806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -7836808.000000 Penalty: 5284.516113
	Iteration 27Q: 3 clusters Score -7836808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -7836807.000000 Penalty: 5284.516113
	Iteration 28Q: 3 clusters Score -7836807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -7836807.000000 Penalty: 5284.516113
	Iteration 29Q: 3 clusters Score -7836807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -7836805.500000 Penalty: 5284.516113
	Iteration 30Q: 3 clusters Score -7836806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -7836809.000000 Penalty: 5284.516113
	Iteration 31Q: 3 clusters Score -7836809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -7836812.000000 Penalty: 5284.516113
	Iteration 32Q: 3 clusters Score -7836812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -7836819.000000 Penalty: 5284.516113
	Iteration 33Q: 3 clusters Score -7836819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -7836815.500000 Penalty: 5284.516113
	Iteration 34Q: 3 clusters Score -7836816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -7836821.000000 Penalty: 5284.516113
	Iteration 35Q: 3 clusters Score -7836821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -7836818.000000 Penalty: 5284.516113
	Iteration 36Q: 3 clusters Score -7836818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -7836820.000000 Penalty: 5284.516113
	Iteration 37Q: 3 clusters Score -7836820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -7836822.500000 Penalty: 5284.516113
	Iteration 38Q: 3 clusters Score -7836822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -7836823.500000 Penalty: 5284.516113
	Iteration 39Q: 3 clusters Score -7836824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -7836827.000000 Penalty: 5284.516113
	Iteration 40F: 3 clusters Score -7836827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -7836824.000000 Penalty: 5284.516113
	Iteration 41Q: 3 clusters Score -7836824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -7836827.500000 Penalty: 5284.516113
	Iteration 42Q: 3 clusters Score -7836828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -7836825.000000 Penalty: 5284.516113
	Iteration 43Q: 3 clusters Score -7836825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -7836827.000000 Penalty: 5284.516113
	Iteration 44Q: 3 clusters Score -7836827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -7836827.000000 Penalty: 5284.516113
	Iteration 45F: 3 clusters Score -7836827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Entering Unmasked Estep 
Score: -7581780.500000 Penalty: 2633.071045
	Iteration 0F: 2 clusters Score -7581780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -7554584.000000 Penalty: 5266.142090
	Iteration 0F: 3 clusters Score -7554584 nChanged 18623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -7564639.000000 Penalty: 5266.142090
	Iteration 1F: 3 clusters Score -7564639 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -7565089.500000 Penalty: 5266.142090
	Iteration 2Q: 3 clusters Score -7565090 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -7565588.500000 Penalty: 5266.142090
	Iteration 3Q: 3 clusters Score -7565588 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -7566062.000000 Penalty: 5266.142090
	Iteration 4Q: 3 clusters Score -7566062 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -7566587.500000 Penalty: 5266.142090
	Iteration 5Q: 3 clusters Score -7566588 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -7567228.500000 Penalty: 5266.142090
	Iteration 6Q: 3 clusters Score -7567228 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -7568072.000000 Penalty: 5266.142090
	Iteration 7Q: 3 clusters Score -7568072 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -7569349.500000 Penalty: 5266.142090
	Iteration 8F: 3 clusters Score -7569350 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -7571101.000000 Penalty: 5266.142090
	Iteration 9F: 3 clusters Score -7571101 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -7573256.500000 Penalty: 5266.142090
	Iteration 10F: 3 clusters Score -7573256 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -7575251.000000 Penalty: 5266.142090
	Iteration 11F: 3 clusters Score -7575251 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -7576896.000000 Penalty: 5266.142090
	Iteration 12Q: 3 clusters Score -7576896 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -7578095.000000 Penalty: 5266.142090
	Iteration 13Q: 3 clusters Score -7578095 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -7578855.000000 Penalty: 5266.142090
	Iteration 14Q: 3 clusters Score -7578855 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -7579207.000000 Penalty: 5266.142090
	Iteration 15Q: 3 clusters Score -7579207 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -7579417.500000 Penalty: 5266.142090
	Iteration 16Q: 3 clusters Score -7579418 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -7579549.000000 Penalty: 5266.142090
	Iteration 17Q: 3 clusters Score -7579549 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7579625.500000 Penalty: 5266.142090
	Iteration 18Q: 3 clusters Score -7579626 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7579688.000000 Penalty: 5266.142090
	Iteration 19Q: 3 clusters Score -7579688 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7579742.500000 Penalty: 5266.142090
	Iteration 20F: 3 clusters Score -7579742 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7579765.500000 Penalty: 5266.142090
	Iteration 21Q: 3 clusters Score -7579766 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7579797.000000 Penalty: 5266.142090
	Iteration 22Q: 3 clusters Score -7579797 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -7579809.500000 Penalty: 5266.142090
	Iteration 23Q: 3 clusters Score -7579810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7579839.500000 Penalty: 5266.142090
	Iteration 24Q: 3 clusters Score -7579840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7579846.000000 Penalty: 5266.142090
	Iteration 25Q: 3 clusters Score -7579846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7579869.500000 Penalty: 5266.142090
	Iteration 26Q: 3 clusters Score -7579870 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7579859.500000 Penalty: 5266.142090
	Iteration 27Q: 3 clusters Score -7579860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7579853.500000 Penalty: 5266.142090
	Iteration 28Q: 3 clusters Score -7579854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7579846.500000 Penalty: 5266.142090
	Iteration 29Q: 3 clusters Score -7579846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7579838.000000 Penalty: 5266.142090
	Iteration 30Q: 3 clusters Score -7579838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7579828.500000 Penalty: 5266.142090
	Iteration 31Q: 3 clusters Score -7579828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7579841.500000 Penalty: 5266.142090
	Iteration 32Q: 3 clusters Score -7579842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7579835.500000 Penalty: 5266.142090
	Iteration 33Q: 3 clusters Score -7579836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7579840.500000 Penalty: 5266.142090
	Iteration 34Q: 3 clusters Score -7579840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7579837.500000 Penalty: 5266.142090
	Iteration 35Q: 3 clusters Score -7579838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7579846.000000 Penalty: 5266.142090
	Iteration 36Q: 3 clusters Score -7579846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7579848.500000 Penalty: 5266.142090
	Iteration 37Q: 3 clusters Score -7579848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7579846.500000 Penalty: 5266.142090
	Iteration 38Q: 3 clusters Score -7579846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7579850.500000 Penalty: 5266.142090
	Iteration 39Q: 3 clusters Score -7579850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7579842.000000 Penalty: 5266.142090
	Iteration 40F: 3 clusters Score -7579842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -7579842.500000 Penalty: 5266.142090
	Iteration 41Q: 3 clusters Score -7579842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7579833.000000 Penalty: 5266.142090
	Iteration 42Q: 3 clusters Score -7579833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7579840.500000 Penalty: 5266.142090
	Iteration 43Q: 3 clusters Score -7579840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7579841.500000 Penalty: 5266.142090
	Iteration 44Q: 3 clusters Score -7579842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7579843.500000 Penalty: 5266.142090
	Iteration 45Q: 3 clusters Score -7579844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7579848.500000 Penalty: 5266.142090
	Iteration 46Q: 3 clusters Score -7579848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7579853.500000 Penalty: 5266.142090
	Iteration 47Q: 3 clusters Score -7579854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7579851.500000 Penalty: 5266.142090
	Iteration 48Q: 3 clusters Score -7579852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7579851.500000 Penalty: 5266.142090
	Iteration 49Q: 3 clusters Score -7579852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7579848.500000 Penalty: 5266.142090
	Iteration 50Q: 3 clusters Score -7579848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7579848.500000 Penalty: 5266.142090
	Iteration 51F: 3 clusters Score -7579848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 44163 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44457 members 
Mstep: Class 5 contains 41897 members 
Mstep: Class 6 contains 25050 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43127 members 
Mstep: Class 9 contains 42428 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45851 members 
Mstep: Class 12 contains 47741 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 23992 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32358 members 
Mstep: Class 18 contains 47224 members 
Mstep: Class 19 contains 41359 members 
Mstep: Class 21 contains 46730 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43994 members 
Mstep: Class 24 contains 42373 members 
Mstep: Class 25 contains 40832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939680.000000 Penalty: 80096.007812
Iteration 319Q: 25 clusters Score -1.269397e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 44155 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44478 members 
Mstep: Class 5 contains 41888 members 
Mstep: Class 6 contains 25018 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43137 members 
Mstep: Class 9 contains 42424 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45897 members 
Mstep: Class 12 contains 47739 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 24032 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32360 members 
Mstep: Class 18 contains 47218 members 
Mstep: Class 19 contains 41349 members 
Mstep: Class 21 contains 46733 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43967 members 
Mstep: Class 24 contains 42392 members 
Mstep: Class 25 contains 40836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939512.000000 Penalty: 80096.007812
Iteration 320F: 25 clusters Score -1.269395e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 44128 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44481 members 
Mstep: Class 5 contains 41890 members 
Mstep: Class 6 contains 24991 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43155 members 
Mstep: Class 9 contains 42427 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45920 members 
Mstep: Class 12 contains 47745 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 24065 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32360 members 
Mstep: Class 18 contains 47206 members 
Mstep: Class 19 contains 41358 members 
Mstep: Class 21 contains 46710 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43971 members 
Mstep: Class 24 contains 42407 members 
Mstep: Class 25 contains 40827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939744.000000 Penalty: 80096.007812
Iteration 321Q: 25 clusters Score -1.269397e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 44112 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44484 members 
Mstep: Class 5 contains 41903 members 
Mstep: Class 6 contains 24943 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43174 members 
Mstep: Class 9 contains 42422 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45944 members 
Mstep: Class 12 contains 47733 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 24096 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32363 members 
Mstep: Class 18 contains 47208 members 
Mstep: Class 19 contains 41367 members 
Mstep: Class 21 contains 46709 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43984 members 
Mstep: Class 24 contains 42407 members 
Mstep: Class 25 contains 40820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939656.000000 Penalty: 80096.007812
Iteration 322Q: 25 clusters Score -1.269397e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 44106 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44479 members 
Mstep: Class 5 contains 41904 members 
Mstep: Class 6 contains 24871 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43192 members 
Mstep: Class 9 contains 42428 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45979 members 
Mstep: Class 12 contains 47713 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 24128 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32356 members 
Mstep: Class 18 contains 47226 members 
Mstep: Class 19 contains 41389 members 
Mstep: Class 21 contains 46707 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43996 members 
Mstep: Class 24 contains 42404 members 
Mstep: Class 25 contains 40824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939616.000000 Penalty: 80096.007812
Iteration 323Q: 25 clusters Score -1.269396e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 44114 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44485 members 
Mstep: Class 5 contains 41902 members 
Mstep: Class 6 contains 24808 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43189 members 
Mstep: Class 9 contains 42431 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45988 members 
Mstep: Class 12 contains 47711 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 24167 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32353 members 
Mstep: Class 18 contains 47238 members 
Mstep: Class 19 contains 41389 members 
Mstep: Class 21 contains 46702 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43998 members 
Mstep: Class 24 contains 42410 members 
Mstep: Class 25 contains 40852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939504.000000 Penalty: 80096.007812
Iteration 324Q: 25 clusters Score -1.269395e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 44105 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44491 members 
Mstep: Class 5 contains 41906 members 
Mstep: Class 6 contains 24773 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43168 members 
Mstep: Class 9 contains 42435 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46010 members 
Mstep: Class 12 contains 47717 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24210 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32347 members 
Mstep: Class 18 contains 47253 members 
Mstep: Class 19 contains 41402 members 
Mstep: Class 21 contains 46687 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43992 members 
Mstep: Class 24 contains 42413 members 
Mstep: Class 25 contains 40866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939408.000000 Penalty: 80096.007812
Iteration 325Q: 25 clusters Score -1.269394e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 44083 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44509 members 
Mstep: Class 5 contains 41919 members 
Mstep: Class 6 contains 24749 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43179 members 
Mstep: Class 9 contains 42423 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46039 members 
Mstep: Class 12 contains 47697 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24259 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32340 members 
Mstep: Class 18 contains 47239 members 
Mstep: Class 19 contains 41402 members 
Mstep: Class 21 contains 46687 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43981 members 
Mstep: Class 24 contains 42420 members 
Mstep: Class 25 contains 40889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939296.000000 Penalty: 80096.007812
Iteration 326Q: 25 clusters Score -1.269393e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 44077 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44514 members 
Mstep: Class 5 contains 41924 members 
Mstep: Class 6 contains 24729 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43178 members 
Mstep: Class 9 contains 42414 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46040 members 
Mstep: Class 12 contains 47703 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24313 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32328 members 
Mstep: Class 18 contains 47238 members 
Mstep: Class 19 contains 41402 members 
Mstep: Class 21 contains 46685 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43999 members 
Mstep: Class 24 contains 42423 members 
Mstep: Class 25 contains 40916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939328.000000 Penalty: 80096.007812
Iteration 327Q: 25 clusters Score -1.269393e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 44105 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44525 members 
Mstep: Class 5 contains 41930 members 
Mstep: Class 6 contains 24717 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43171 members 
Mstep: Class 9 contains 42411 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46044 members 
Mstep: Class 12 contains 47706 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24357 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32327 members 
Mstep: Class 18 contains 47245 members 
Mstep: Class 19 contains 41387 members 
Mstep: Class 21 contains 46694 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43985 members 
Mstep: Class 24 contains 42420 members 
Mstep: Class 25 contains 40922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939064.000000 Penalty: 80096.007812
Iteration 328Q: 25 clusters Score -1.269391e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 44138 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44540 members 
Mstep: Class 5 contains 41933 members 
Mstep: Class 6 contains 24681 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43186 members 
Mstep: Class 9 contains 42422 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46053 members 
Mstep: Class 12 contains 47700 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24404 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32323 members 
Mstep: Class 18 contains 47228 members 
Mstep: Class 19 contains 41375 members 
Mstep: Class 21 contains 46705 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43961 members 
Mstep: Class 24 contains 42409 members 
Mstep: Class 25 contains 40941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938864.000000 Penalty: 80096.007812
Iteration 329Q: 25 clusters Score -1.269389e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 44163 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44540 members 
Mstep: Class 5 contains 41936 members 
Mstep: Class 6 contains 24639 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43186 members 
Mstep: Class 9 contains 42430 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46051 members 
Mstep: Class 12 contains 47679 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24439 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32327 members 
Mstep: Class 18 contains 47230 members 
Mstep: Class 19 contains 41375 members 
Mstep: Class 21 contains 46718 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43930 members 
Mstep: Class 24 contains 42422 members 
Mstep: Class 25 contains 40964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938776.000000 Penalty: 80096.007812
Iteration 330Q: 25 clusters Score -1.269388e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 44158 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44552 members 
Mstep: Class 5 contains 41941 members 
Mstep: Class 6 contains 24609 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43206 members 
Mstep: Class 9 contains 42436 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46028 members 
Mstep: Class 12 contains 47681 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24481 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32331 members 
Mstep: Class 18 contains 47238 members 
Mstep: Class 19 contains 41360 members 
Mstep: Class 21 contains 46718 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43909 members 
Mstep: Class 24 contains 42425 members 
Mstep: Class 25 contains 40983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938768.000000 Penalty: 80096.007812
Iteration 331Q: 25 clusters Score -1.269388e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 44188 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44560 members 
Mstep: Class 5 contains 41938 members 
Mstep: Class 6 contains 24581 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43192 members 
Mstep: Class 9 contains 42456 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46023 members 
Mstep: Class 12 contains 47686 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24519 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32327 members 
Mstep: Class 18 contains 47219 members 
Mstep: Class 19 contains 41342 members 
Mstep: Class 21 contains 46721 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43917 members 
Mstep: Class 24 contains 42428 members 
Mstep: Class 25 contains 41005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938816.000000 Penalty: 80096.007812
Iteration 332Q: 25 clusters Score -1.269388e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 44208 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44566 members 
Mstep: Class 5 contains 41936 members 
Mstep: Class 6 contains 24543 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43187 members 
Mstep: Class 9 contains 42459 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46022 members 
Mstep: Class 12 contains 47695 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24559 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32326 members 
Mstep: Class 18 contains 47203 members 
Mstep: Class 19 contains 41340 members 
Mstep: Class 21 contains 46742 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43907 members 
Mstep: Class 24 contains 42437 members 
Mstep: Class 25 contains 41038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938632.000000 Penalty: 80096.007812
Iteration 333Q: 25 clusters Score -1.269386e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 44213 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44587 members 
Mstep: Class 5 contains 41943 members 
Mstep: Class 6 contains 24521 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43176 members 
Mstep: Class 9 contains 42461 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46029 members 
Mstep: Class 12 contains 47693 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24607 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32322 members 
Mstep: Class 18 contains 47203 members 
Mstep: Class 19 contains 41338 members 
Mstep: Class 21 contains 46752 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43894 members 
Mstep: Class 24 contains 42449 members 
Mstep: Class 25 contains 41036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938760.000000 Penalty: 80096.007812
Iteration 334Q: 25 clusters Score -1.269388e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 44231 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44597 members 
Mstep: Class 5 contains 41933 members 
Mstep: Class 6 contains 24487 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43185 members 
Mstep: Class 9 contains 42467 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46027 members 
Mstep: Class 12 contains 47689 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24655 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32323 members 
Mstep: Class 18 contains 47186 members 
Mstep: Class 19 contains 41334 members 
Mstep: Class 21 contains 46785 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43887 members 
Mstep: Class 24 contains 42446 members 
Mstep: Class 25 contains 41015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938696.000000 Penalty: 80096.007812
Iteration 335Q: 25 clusters Score -1.269387e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 44255 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44614 members 
Mstep: Class 5 contains 41922 members 
Mstep: Class 6 contains 24448 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43188 members 
Mstep: Class 9 contains 42489 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46008 members 
Mstep: Class 12 contains 47668 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24713 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 17 contains 32320 members 
Mstep: Class 18 contains 47175 members 
Mstep: Class 19 contains 41327 members 
Mstep: Class 21 contains 46797 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43889 members 
Mstep: Class 24 contains 42448 members 
Mstep: Class 25 contains 40982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938736.000000 Penalty: 80096.007812
Iteration 336Q: 25 clusters Score -1.269387e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 44297 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44624 members 
Mstep: Class 5 contains 41894 members 
Mstep: Class 6 contains 24423 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43178 members 
Mstep: Class 9 contains 42487 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45981 members 
Mstep: Class 12 contains 47675 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24764 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 32314 members 
Mstep: Class 18 contains 47183 members 
Mstep: Class 19 contains 41322 members 
Mstep: Class 21 contains 46803 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43884 members 
Mstep: Class 24 contains 42458 members 
Mstep: Class 25 contains 40936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938616.000000 Penalty: 80096.007812
Iteration 337Q: 25 clusters Score -1.269386e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 44310 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44624 members 
Mstep: Class 5 contains 41885 members 
Mstep: Class 6 contains 24389 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43188 members 
Mstep: Class 9 contains 42487 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45988 members 
Mstep: Class 12 contains 47679 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24825 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 32310 members 
Mstep: Class 18 contains 47158 members 
Mstep: Class 19 contains 41333 members 
Mstep: Class 21 contains 46813 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43879 members 
Mstep: Class 24 contains 42470 members 
Mstep: Class 25 contains 40887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938808.000000 Penalty: 80096.007812
Iteration 338Q: 25 clusters Score -1.269388e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 44330 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44639 members 
Mstep: Class 5 contains 41881 members 
Mstep: Class 6 contains 24369 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43186 members 
Mstep: Class 9 contains 42518 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45985 members 
Mstep: Class 12 contains 47662 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24882 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 32306 members 
Mstep: Class 18 contains 47140 members 
Mstep: Class 19 contains 41325 members 
Mstep: Class 21 contains 46833 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43857 members 
Mstep: Class 24 contains 42478 members 
Mstep: Class 25 contains 40840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938696.000000 Penalty: 80096.007812
Iteration 339Q: 25 clusters Score -1.269387e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 44354 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44639 members 
Mstep: Class 5 contains 41883 members 
Mstep: Class 6 contains 24353 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43194 members 
Mstep: Class 9 contains 42543 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45953 members 
Mstep: Class 12 contains 47670 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 24940 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 32303 members 
Mstep: Class 18 contains 47133 members 
Mstep: Class 19 contains 41328 members 
Mstep: Class 21 contains 46823 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43859 members 
Mstep: Class 24 contains 42472 members 
Mstep: Class 25 contains 40805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938488.000000 Penalty: 80096.007812
Iteration 340F: 25 clusters Score -1.269385e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 44393 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44649 members 
Mstep: Class 5 contains 41874 members 
Mstep: Class 6 contains 24325 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43199 members 
Mstep: Class 9 contains 42553 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45962 members 
Mstep: Class 12 contains 47651 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 25009 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 32306 members 
Mstep: Class 18 contains 47122 members 
Mstep: Class 19 contains 41331 members 
Mstep: Class 21 contains 46850 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43850 members 
Mstep: Class 24 contains 42454 members 
Mstep: Class 25 contains 40739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938368.000000 Penalty: 80096.007812
Iteration 341Q: 25 clusters Score -1.269384e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 44397 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44653 members 
Mstep: Class 5 contains 41873 members 
Mstep: Class 6 contains 24292 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43195 members 
Mstep: Class 9 contains 42559 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46025 members 
Mstep: Class 12 contains 47626 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 25098 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 32310 members 
Mstep: Class 18 contains 47099 members 
Mstep: Class 19 contains 41314 members 
Mstep: Class 21 contains 46851 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43860 members 
Mstep: Class 24 contains 42447 members 
Mstep: Class 25 contains 40690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938216.000000 Penalty: 80096.007812
Iteration 342Q: 25 clusters Score -1.269382e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 44430 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44642 members 
Mstep: Class 5 contains 41862 members 
Mstep: Class 6 contains 24263 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43198 members 
Mstep: Class 9 contains 42567 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46066 members 
Mstep: Class 12 contains 47620 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 25182 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32315 members 
Mstep: Class 18 contains 47060 members 
Mstep: Class 19 contains 41309 members 
Mstep: Class 21 contains 46842 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43855 members 
Mstep: Class 24 contains 42440 members 
Mstep: Class 25 contains 40654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938472.000000 Penalty: 80096.007812
Iteration 343Q: 25 clusters Score -1.269385e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 44431 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44633 members 
Mstep: Class 5 contains 41863 members 
Mstep: Class 6 contains 24241 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43214 members 
Mstep: Class 9 contains 42594 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46089 members 
Mstep: Class 12 contains 47599 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 25266 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32325 members 
Mstep: Class 18 contains 47041 members 
Mstep: Class 19 contains 41310 members 
Mstep: Class 21 contains 46832 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43833 members 
Mstep: Class 24 contains 42437 members 
Mstep: Class 25 contains 40624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938520.000000 Penalty: 80096.007812
Iteration 344Q: 25 clusters Score -1.269385e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 44452 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44622 members 
Mstep: Class 5 contains 41856 members 
Mstep: Class 6 contains 24224 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43210 members 
Mstep: Class 9 contains 42600 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46121 members 
Mstep: Class 12 contains 47596 members 
Mstep: Class 13 contains 905 members 
Mstep: Class 14 contains 25343 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32325 members 
Mstep: Class 18 contains 47026 members 
Mstep: Class 19 contains 41304 members 
Mstep: Class 21 contains 46833 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43835 members 
Mstep: Class 24 contains 42429 members 
Mstep: Class 25 contains 40577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938544.000000 Penalty: 80096.007812
Iteration 345Q: 25 clusters Score -1.269385e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 44445 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44623 members 
Mstep: Class 5 contains 41849 members 
Mstep: Class 6 contains 24206 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43203 members 
Mstep: Class 9 contains 42609 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46154 members 
Mstep: Class 12 contains 47585 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 25418 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32320 members 
Mstep: Class 18 contains 47024 members 
Mstep: Class 19 contains 41283 members 
Mstep: Class 21 contains 46843 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43834 members 
Mstep: Class 24 contains 42432 members 
Mstep: Class 25 contains 40531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938696.000000 Penalty: 80096.007812
Iteration 346Q: 25 clusters Score -1.269387e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 44463 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44616 members 
Mstep: Class 5 contains 41859 members 
Mstep: Class 6 contains 24190 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43159 members 
Mstep: Class 9 contains 42617 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46181 members 
Mstep: Class 12 contains 47580 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 25493 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32319 members 
Mstep: Class 18 contains 47024 members 
Mstep: Class 19 contains 41267 members 
Mstep: Class 21 contains 46850 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43814 members 
Mstep: Class 24 contains 42434 members 
Mstep: Class 25 contains 40483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938904.000000 Penalty: 80096.007812
Iteration 347Q: 25 clusters Score -1.269389e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 44435 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44599 members 
Mstep: Class 5 contains 41856 members 
Mstep: Class 6 contains 24180 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43161 members 
Mstep: Class 9 contains 42638 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46227 members 
Mstep: Class 12 contains 47539 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 25567 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32326 members 
Mstep: Class 18 contains 47019 members 
Mstep: Class 19 contains 41270 members 
Mstep: Class 21 contains 46855 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43786 members 
Mstep: Class 24 contains 42445 members 
Mstep: Class 25 contains 40453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939136.000000 Penalty: 80096.007812
Iteration 348Q: 25 clusters Score -1.269391e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 44398 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44599 members 
Mstep: Class 5 contains 41855 members 
Mstep: Class 6 contains 24163 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43159 members 
Mstep: Class 9 contains 42648 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46280 members 
Mstep: Class 12 contains 47514 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 25644 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32326 members 
Mstep: Class 18 contains 47018 members 
Mstep: Class 19 contains 41261 members 
Mstep: Class 21 contains 46847 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43767 members 
Mstep: Class 24 contains 42451 members 
Mstep: Class 25 contains 40433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939152.000000 Penalty: 80096.007812
Iteration 349Q: 25 clusters Score -1.269392e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 44387 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44594 members 
Mstep: Class 5 contains 41849 members 
Mstep: Class 6 contains 24145 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43167 members 
Mstep: Class 9 contains 42677 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46278 members 
Mstep: Class 12 contains 47473 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 25731 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32322 members 
Mstep: Class 18 contains 47009 members 
Mstep: Class 19 contains 41261 members 
Mstep: Class 21 contains 46847 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43761 members 
Mstep: Class 24 contains 42448 members 
Mstep: Class 25 contains 40425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939088.000000 Penalty: 80096.007812
Iteration 350Q: 25 clusters Score -1.269391e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 44372 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44590 members 
Mstep: Class 5 contains 41854 members 
Mstep: Class 6 contains 24132 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43172 members 
Mstep: Class 9 contains 42690 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46282 members 
Mstep: Class 12 contains 47470 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 25810 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32318 members 
Mstep: Class 18 contains 47008 members 
Mstep: Class 19 contains 41262 members 
Mstep: Class 21 contains 46826 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43753 members 
Mstep: Class 24 contains 42457 members 
Mstep: Class 25 contains 40425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938984.000000 Penalty: 80096.007812
Iteration 351Q: 25 clusters Score -1.26939e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 44369 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44586 members 
Mstep: Class 5 contains 41847 members 
Mstep: Class 6 contains 24121 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43175 members 
Mstep: Class 9 contains 42696 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46271 members 
Mstep: Class 12 contains 47462 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 25908 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32320 members 
Mstep: Class 18 contains 46985 members 
Mstep: Class 19 contains 41271 members 
Mstep: Class 21 contains 46837 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43739 members 
Mstep: Class 24 contains 42453 members 
Mstep: Class 25 contains 40426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939064.000000 Penalty: 80096.007812
Iteration 352Q: 25 clusters Score -1.269391e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 44358 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44573 members 
Mstep: Class 5 contains 41838 members 
Mstep: Class 6 contains 24102 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43184 members 
Mstep: Class 9 contains 42691 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46261 members 
Mstep: Class 12 contains 47438 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 25992 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32317 members 
Mstep: Class 18 contains 46985 members 
Mstep: Class 19 contains 41298 members 
Mstep: Class 21 contains 46850 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43734 members 
Mstep: Class 24 contains 42460 members 
Mstep: Class 25 contains 40417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938728.000000 Penalty: 80096.007812
Iteration 353Q: 25 clusters Score -1.269387e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 44336 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44581 members 
Mstep: Class 5 contains 41844 members 
Mstep: Class 6 contains 24069 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43196 members 
Mstep: Class 9 contains 42694 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46249 members 
Mstep: Class 12 contains 47427 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 26097 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32315 members 
Mstep: Class 18 contains 46959 members 
Mstep: Class 19 contains 41307 members 
Mstep: Class 21 contains 46847 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43725 members 
Mstep: Class 24 contains 42470 members 
Mstep: Class 25 contains 40426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938960.000000 Penalty: 80096.007812
Iteration 354Q: 25 clusters Score -1.26939e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 44308 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44594 members 
Mstep: Class 5 contains 41857 members 
Mstep: Class 6 contains 24042 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43187 members 
Mstep: Class 9 contains 42712 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46246 members 
Mstep: Class 12 contains 47409 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 26224 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32313 members 
Mstep: Class 18 contains 46927 members 
Mstep: Class 19 contains 41301 members 
Mstep: Class 21 contains 46835 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43733 members 
Mstep: Class 24 contains 42471 members 
Mstep: Class 25 contains 40424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938872.000000 Penalty: 80096.007812
Iteration 355Q: 25 clusters Score -1.269389e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 44304 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44589 members 
Mstep: Class 5 contains 41863 members 
Mstep: Class 6 contains 24014 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43190 members 
Mstep: Class 9 contains 42694 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46239 members 
Mstep: Class 12 contains 47391 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 26352 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32316 members 
Mstep: Class 18 contains 46924 members 
Mstep: Class 19 contains 41304 members 
Mstep: Class 21 contains 46824 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43740 members 
Mstep: Class 24 contains 42459 members 
Mstep: Class 25 contains 40388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938864.000000 Penalty: 80096.007812
Iteration 356Q: 25 clusters Score -1.269389e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 44312 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44590 members 
Mstep: Class 5 contains 41851 members 
Mstep: Class 6 contains 23989 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43211 members 
Mstep: Class 9 contains 42677 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46219 members 
Mstep: Class 12 contains 47371 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 26469 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32311 members 
Mstep: Class 18 contains 46930 members 
Mstep: Class 19 contains 41301 members 
Mstep: Class 21 contains 46814 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43749 members 
Mstep: Class 24 contains 42444 members 
Mstep: Class 25 contains 40357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938784.000000 Penalty: 80096.007812
Iteration 357Q: 25 clusters Score -1.269388e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 44307 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44584 members 
Mstep: Class 5 contains 41850 members 
Mstep: Class 6 contains 23968 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43208 members 
Mstep: Class 9 contains 42652 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46212 members 
Mstep: Class 12 contains 47363 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 26608 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32305 members 
Mstep: Class 18 contains 46914 members 
Mstep: Class 19 contains 41288 members 
Mstep: Class 21 contains 46812 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43748 members 
Mstep: Class 24 contains 42436 members 
Mstep: Class 25 contains 40356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939032.000000 Penalty: 80096.007812
Iteration 358Q: 25 clusters Score -1.26939e+08 nChanged 1079
Entering ConstructFrom: 
Score: -126939032.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (37408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Entering Unmasked Estep 
Score: -6847894.000000 Penalty: 2611.350830
	Iteration 0F: 2 clusters Score -6847894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -6822306.500000 Penalty: 5222.701660
	Iteration 0F: 3 clusters Score -6822306 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -6831990.000000 Penalty: 5222.701660
	Iteration 1F: 3 clusters Score -6831990 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -6832506.500000 Penalty: 5222.701660
	Iteration 2Q: 3 clusters Score -6832506 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -6832961.500000 Penalty: 5222.701660
	Iteration 3Q: 3 clusters Score -6832962 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -6833465.000000 Penalty: 5222.701660
	Iteration 4Q: 3 clusters Score -6833465 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -6834110.000000 Penalty: 5222.701660
	Iteration 5Q: 3 clusters Score -6834110 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -6835126.500000 Penalty: 5222.701660
	Iteration 6Q: 3 clusters Score -6835126 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -6836639.500000 Penalty: 5222.701660
	Iteration 7F: 3 clusters Score -6836640 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -6838791.500000 Penalty: 5222.701660
	Iteration 8F: 3 clusters Score -6838792 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -6841198.000000 Penalty: 5222.701660
	Iteration 9F: 3 clusters Score -6841198 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -6843131.000000 Penalty: 5222.701660
	Iteration 10F: 3 clusters Score -6843131 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -6844360.500000 Penalty: 5222.701660
	Iteration 11Q: 3 clusters Score -6844360 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -6845018.500000 Penalty: 5222.701660
	Iteration 12Q: 3 clusters Score -6845018 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -6845281.000000 Penalty: 5222.701660
	Iteration 13Q: 3 clusters Score -6845281 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -6845431.500000 Penalty: 5222.701660
	Iteration 14Q: 3 clusters Score -6845432 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -6845525.000000 Penalty: 5222.701660
	Iteration 15Q: 3 clusters Score -6845525 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -6845580.500000 Penalty: 5222.701660
	Iteration 16Q: 3 clusters Score -6845580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -6845595.000000 Penalty: 5222.701660
	Iteration 17Q: 3 clusters Score -6845595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -6845610.000000 Penalty: 5222.701660
	Iteration 18Q: 3 clusters Score -6845610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -6845616.000000 Penalty: 5222.701660
	Iteration 19Q: 3 clusters Score -6845616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -6845625.000000 Penalty: 5222.701660
	Iteration 20F: 3 clusters Score -6845625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -6845640.500000 Penalty: 5222.701660
	Iteration 21Q: 3 clusters Score -6845640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -6845641.000000 Penalty: 5222.701660
	Iteration 22Q: 3 clusters Score -6845641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -6845649.500000 Penalty: 5222.701660
	Iteration 23Q: 3 clusters Score -6845650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -6845655.500000 Penalty: 5222.701660
	Iteration 24Q: 3 clusters Score -6845656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -6845652.500000 Penalty: 5222.701660
	Iteration 25Q: 3 clusters Score -6845652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -6845656.500000 Penalty: 5222.701660
	Iteration 26Q: 3 clusters Score -6845656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -6845661.000000 Penalty: 5222.701660
	Iteration 27Q: 3 clusters Score -6845661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -6845672.000000 Penalty: 5222.701660
	Iteration 28Q: 3 clusters Score -6845672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -6845687.500000 Penalty: 5222.701660
	Iteration 29Q: 3 clusters Score -6845688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -6845689.000000 Penalty: 5222.701660
	Iteration 30Q: 3 clusters Score -6845689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -6845695.000000 Penalty: 5222.701660
	Iteration 31Q: 3 clusters Score -6845695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -6845693.500000 Penalty: 5222.701660
	Iteration 32Q: 3 clusters Score -6845694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -6845695.000000 Penalty: 5222.701660
	Iteration 33Q: 3 clusters Score -6845695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -6845691.500000 Penalty: 5222.701660
	Iteration 34Q: 3 clusters Score -6845692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -6845698.000000 Penalty: 5222.701660
	Iteration 35Q: 3 clusters Score -6845698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -6845703.000000 Penalty: 5222.701660
	Iteration 36Q: 3 clusters Score -6845703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -6845701.000000 Penalty: 5222.701660
	Iteration 37Q: 3 clusters Score -6845701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -6845701.000000 Penalty: 5222.701660
	Iteration 38F: 3 clusters Score -6845701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Entering Unmasked Estep 
Score: -8227255.500000 Penalty: 2653.208984
	Iteration 0F: 2 clusters Score -8227256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -8198195.000000 Penalty: 5306.417969
	Iteration 0F: 3 clusters Score -8198195 nChanged 20366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -8209105.000000 Penalty: 5306.417969
	Iteration 1F: 3 clusters Score -8209105 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -8209555.000000 Penalty: 5306.417969
	Iteration 2Q: 3 clusters Score -8209555 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -8209922.000000 Penalty: 5306.417969
	Iteration 3Q: 3 clusters Score -8209922 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -8210313.000000 Penalty: 5306.417969
	Iteration 4Q: 3 clusters Score -8210313 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -8210674.500000 Penalty: 5306.417969
	Iteration 5Q: 3 clusters Score -8210674 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -8211084.500000 Penalty: 5306.417969
	Iteration 6Q: 3 clusters Score -8211084 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -8211803.500000 Penalty: 5306.417969
	Iteration 7Q: 3 clusters Score -8211804 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -8212840.500000 Penalty: 5306.417969
	Iteration 8Q: 3 clusters Score -8212840 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -8214575.000000 Penalty: 5306.417969
	Iteration 9F: 3 clusters Score -8214575 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -8217019.500000 Penalty: 5306.417969
	Iteration 10F: 3 clusters Score -8217020 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -8220017.000000 Penalty: 5306.417969
	Iteration 11F: 3 clusters Score -8220017 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -8222606.500000 Penalty: 5306.417969
	Iteration 12F: 3 clusters Score -8222606 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -8223973.500000 Penalty: 5306.417969
	Iteration 13Q: 3 clusters Score -8223974 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8224537.000000 Penalty: 5306.417969
	Iteration 14Q: 3 clusters Score -8224537 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8224830.000000 Penalty: 5306.417969
	Iteration 15Q: 3 clusters Score -8224830 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8224911.500000 Penalty: 5306.417969
	Iteration 16Q: 3 clusters Score -8224912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -8224950.000000 Penalty: 5306.417969
	Iteration 17Q: 3 clusters Score -8224950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -8224970.500000 Penalty: 5306.417969
	Iteration 18Q: 3 clusters Score -8224970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -8224970.500000 Penalty: 5306.417969
	Iteration 19Q: 3 clusters Score -8224970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -8224981.000000 Penalty: 5306.417969
	Iteration 20F: 3 clusters Score -8224981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8224991.500000 Penalty: 5306.417969
	Iteration 21Q: 3 clusters Score -8224992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8224993.500000 Penalty: 5306.417969
	Iteration 22Q: 3 clusters Score -8224994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -8224998.000000 Penalty: 5306.417969
	Iteration 23Q: 3 clusters Score -8224998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -8225003.500000 Penalty: 5306.417969
	Iteration 24Q: 3 clusters Score -8225004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -8225003.500000 Penalty: 5306.417969
	Iteration 25F: 3 clusters Score -8225004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -120832.625000 Penalty: 1698.041870
	Iteration 0F: 2 clusters Score -120832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -119077.429688 Penalty: 3396.083740
	Iteration 0F: 3 clusters Score -119077.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -119649.398438 Penalty: 3396.083740
	Iteration 1F: 3 clusters Score -119649.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119933.273438 Penalty: 3396.083740
	Iteration 2F: 3 clusters Score -119933.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -120114.937500 Penalty: 3396.083740
	Iteration 3F: 3 clusters Score -120114.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -120211.617188 Penalty: 3396.083740
	Iteration 4Q: 3 clusters Score -120211.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -120273.804688 Penalty: 3396.083740
	Iteration 5Q: 3 clusters Score -120273.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -120345.273438 Penalty: 3396.083740
	Iteration 6Q: 3 clusters Score -120345.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120442.593750 Penalty: 3396.083740
	Iteration 7Q: 3 clusters Score -120442.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -120568.171875 Penalty: 3396.083740
	Iteration 8Q: 3 clusters Score -120568.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120705.414062 Penalty: 3396.083740
	Iteration 9Q: 3 clusters Score -120705.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -120808.625000 Penalty: 3396.083740
	Iteration 10Q: 3 clusters Score -120808.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -120894.562500 Penalty: 3396.083740
	Iteration 11Q: 3 clusters Score -120894.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -120952.031250 Penalty: 3396.083740
	Iteration 12Q: 3 clusters Score -120952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -121016.171875 Penalty: 3396.083740
	Iteration 13Q: 3 clusters Score -121016.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121033.679688 Penalty: 3396.083740
	Iteration 14Q: 3 clusters Score -121033.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121055.445312 Penalty: 3396.083740
	Iteration 15Q: 3 clusters Score -121055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121064.375000 Penalty: 3396.083740
	Iteration 16Q: 3 clusters Score -121064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121065.257812 Penalty: 3396.083740
	Iteration 17Q: 3 clusters Score -121065.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -121107.914062 Penalty: 3396.083740
	Iteration 18F: 3 clusters Score -121107.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -121179.625000 Penalty: 3396.083740
	Iteration 19Q: 3 clusters Score -121179.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -121225.156250 Penalty: 3396.083740
	Iteration 20F: 3 clusters Score -121225.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -121315.367188 Penalty: 3396.083740
	Iteration 21Q: 3 clusters Score -121315.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -121357.312500 Penalty: 3396.083740
	Iteration 22Q: 3 clusters Score -121357.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121367.390625 Penalty: 3396.083740
	Iteration 23Q: 3 clusters Score -121367.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121373.007812 Penalty: 3396.083740
	Iteration 24Q: 3 clusters Score -121373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -121376.289062 Penalty: 3396.083740
	Iteration 25Q: 3 clusters Score -121376.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -121376.289062 Penalty: 3396.083740
	Iteration 26F: 3 clusters Score -121376.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 44286 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 4 contains 44581 members 
Mstep: Class 5 contains 41859 members 
Mstep: Class 6 contains 23943 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43208 members 
Mstep: Class 9 contains 42631 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46198 members 
Mstep: Class 12 contains 47351 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 26742 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32305 members 
Mstep: Class 18 contains 46892 members 
Mstep: Class 19 contains 41290 members 
Mstep: Class 20 contains 519 members 
Mstep: Class 21 contains 46812 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43752 members 
Mstep: Class 24 contains 42437 members 
Mstep: Class 25 contains 40358 members 
Entering Unmasked Estep 
Score: -126938056.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126939032.000000 to -126938056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (44581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Entering Unmasked Estep 
Score: -8152204.000000 Penalty: 2654.855469
	Iteration 0F: 2 clusters Score -8152204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -8122412.000000 Penalty: 5309.710938
	Iteration 0F: 3 clusters Score -8122412 nChanged 20444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -8133375.000000 Penalty: 5309.710938
	Iteration 1F: 3 clusters Score -8133375 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -8133798.000000 Penalty: 5309.710938
	Iteration 2Q: 3 clusters Score -8133798 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -8134051.500000 Penalty: 5309.710938
	Iteration 3Q: 3 clusters Score -8134052 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -8134332.500000 Penalty: 5309.710938
	Iteration 4Q: 3 clusters Score -8134332 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -8134684.000000 Penalty: 5309.710938
	Iteration 5Q: 3 clusters Score -8134684 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -8135014.000000 Penalty: 5309.710938
	Iteration 6Q: 3 clusters Score -8135014 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -8135480.000000 Penalty: 5309.710938
	Iteration 7Q: 3 clusters Score -8135480 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -8136248.000000 Penalty: 5309.710938
	Iteration 8Q: 3 clusters Score -8136248 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -8137477.500000 Penalty: 5309.710938
	Iteration 9F: 3 clusters Score -8137478 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -8139698.000000 Penalty: 5309.710938
	Iteration 10F: 3 clusters Score -8139698 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -8142901.500000 Penalty: 5309.710938
	Iteration 11F: 3 clusters Score -8142902 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -8146388.500000 Penalty: 5309.710938
	Iteration 12F: 3 clusters Score -8146388 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8148589.500000 Penalty: 5309.710938
	Iteration 13F: 3 clusters Score -8148590 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8149389.500000 Penalty: 5309.710938
	Iteration 14Q: 3 clusters Score -8149390 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8149688.000000 Penalty: 5309.710938
	Iteration 15Q: 3 clusters Score -8149688 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8149770.000000 Penalty: 5309.710938
	Iteration 16Q: 3 clusters Score -8149770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8149819.000000 Penalty: 5309.710938
	Iteration 17Q: 3 clusters Score -8149819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8149840.000000 Penalty: 5309.710938
	Iteration 18Q: 3 clusters Score -8149840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8149852.500000 Penalty: 5309.710938
	Iteration 19Q: 3 clusters Score -8149852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -8149865.500000 Penalty: 5309.710938
	Iteration 20F: 3 clusters Score -8149866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8149868.000000 Penalty: 5309.710938
	Iteration 21Q: 3 clusters Score -8149868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8149867.500000 Penalty: 5309.710938
	Iteration 22Q: 3 clusters Score -8149868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8149867.500000 Penalty: 5309.710938
	Iteration 23F: 3 clusters Score -8149868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Entering Unmasked Estep 
Score: -7717364.000000 Penalty: 2639.231445
	Iteration 0F: 2 clusters Score -7717364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -7689417.000000 Penalty: 5278.462891
	Iteration 0F: 3 clusters Score -7689417 nChanged 19066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -7700368.000000 Penalty: 5278.462891
	Iteration 1F: 3 clusters Score -7700368 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -7701632.500000 Penalty: 5278.462891
	Iteration 2F: 3 clusters Score -7701632 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -7703193.500000 Penalty: 5278.462891
	Iteration 3F: 3 clusters Score -7703194 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -7704821.500000 Penalty: 5278.462891
	Iteration 4F: 3 clusters Score -7704822 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -7706674.500000 Penalty: 5278.462891
	Iteration 5F: 3 clusters Score -7706674 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -7708831.000000 Penalty: 5278.462891
	Iteration 6F: 3 clusters Score -7708831 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -7710954.500000 Penalty: 5278.462891
	Iteration 7F: 3 clusters Score -7710954 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -7712680.000000 Penalty: 5278.462891
	Iteration 8F: 3 clusters Score -7712680 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -7713689.500000 Penalty: 5278.462891
	Iteration 9Q: 3 clusters Score -7713690 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -7714231.500000 Penalty: 5278.462891
	Iteration 10Q: 3 clusters Score -7714232 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -7714582.000000 Penalty: 5278.462891
	Iteration 11Q: 3 clusters Score -7714582 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -7714834.500000 Penalty: 5278.462891
	Iteration 12Q: 3 clusters Score -7714834 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -7715067.500000 Penalty: 5278.462891
	Iteration 13Q: 3 clusters Score -7715068 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -7715204.500000 Penalty: 5278.462891
	Iteration 14Q: 3 clusters Score -7715204 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -7715380.500000 Penalty: 5278.462891
	Iteration 15Q: 3 clusters Score -7715380 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -7715484.000000 Penalty: 5278.462891
	Iteration 16Q: 3 clusters Score -7715484 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -7715603.500000 Penalty: 5278.462891
	Iteration 17Q: 3 clusters Score -7715604 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -7715695.000000 Penalty: 5278.462891
	Iteration 18Q: 3 clusters Score -7715695 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -7715785.500000 Penalty: 5278.462891
	Iteration 19Q: 3 clusters Score -7715786 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -7715892.000000 Penalty: 5278.462891
	Iteration 20F: 3 clusters Score -7715892 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -7715960.000000 Penalty: 5278.462891
	Iteration 21Q: 3 clusters Score -7715960 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -7716010.500000 Penalty: 5278.462891
	Iteration 22Q: 3 clusters Score -7716010 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -7716059.000000 Penalty: 5278.462891
	Iteration 23Q: 3 clusters Score -7716059 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -7716106.000000 Penalty: 5278.462891
	Iteration 24Q: 3 clusters Score -7716106 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -7716168.500000 Penalty: 5278.462891
	Iteration 25Q: 3 clusters Score -7716168 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -7716225.500000 Penalty: 5278.462891
	Iteration 26Q: 3 clusters Score -7716226 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -7716254.000000 Penalty: 5278.462891
	Iteration 27Q: 3 clusters Score -7716254 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -7716291.000000 Penalty: 5278.462891
	Iteration 28Q: 3 clusters Score -7716291 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -7716314.000000 Penalty: 5278.462891
	Iteration 29Q: 3 clusters Score -7716314 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -7716310.000000 Penalty: 5278.462891
	Iteration 30Q: 3 clusters Score -7716310 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7716358.000000 Penalty: 5278.462891
	Iteration 31Q: 3 clusters Score -7716358 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -7716375.000000 Penalty: 5278.462891
	Iteration 32Q: 3 clusters Score -7716375 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -7716402.000000 Penalty: 5278.462891
	Iteration 33Q: 3 clusters Score -7716402 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -7716419.000000 Penalty: 5278.462891
	Iteration 34Q: 3 clusters Score -7716419 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -7716462.000000 Penalty: 5278.462891
	Iteration 35Q: 3 clusters Score -7716462 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -7716465.000000 Penalty: 5278.462891
	Iteration 36Q: 3 clusters Score -7716465 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -7716470.000000 Penalty: 5278.462891
	Iteration 37Q: 3 clusters Score -7716470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7716463.500000 Penalty: 5278.462891
	Iteration 38Q: 3 clusters Score -7716464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -7716471.500000 Penalty: 5278.462891
	Iteration 39Q: 3 clusters Score -7716472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -7716476.000000 Penalty: 5278.462891
	Iteration 40F: 3 clusters Score -7716476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -7716478.000000 Penalty: 5278.462891
	Iteration 41Q: 3 clusters Score -7716478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7716475.000000 Penalty: 5278.462891
	Iteration 42Q: 3 clusters Score -7716475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -7716484.000000 Penalty: 5278.462891
	Iteration 43Q: 3 clusters Score -7716484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -7716495.500000 Penalty: 5278.462891
	Iteration 44Q: 3 clusters Score -7716496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -7716511.500000 Penalty: 5278.462891
	Iteration 45Q: 3 clusters Score -7716512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -7716522.000000 Penalty: 5278.462891
	Iteration 46Q: 3 clusters Score -7716522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -7716517.500000 Penalty: 5278.462891
	Iteration 47Q: 3 clusters Score -7716518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7716527.500000 Penalty: 5278.462891
	Iteration 48Q: 3 clusters Score -7716528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -7716526.500000 Penalty: 5278.462891
	Iteration 49Q: 3 clusters Score -7716526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7716517.500000 Penalty: 5278.462891
	Iteration 50Q: 3 clusters Score -7716518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7716518.000000 Penalty: 5278.462891
	Iteration 51Q: 3 clusters Score -7716518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7716521.500000 Penalty: 5278.462891
	Iteration 52Q: 3 clusters Score -7716522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -7716534.000000 Penalty: 5278.462891
	Iteration 53Q: 3 clusters Score -7716534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -7716530.500000 Penalty: 5278.462891
	Iteration 54Q: 3 clusters Score -7716530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -7716539.000000 Penalty: 5278.462891
	Iteration 55Q: 3 clusters Score -7716539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -7716538.500000 Penalty: 5278.462891
	Iteration 56Q: 3 clusters Score -7716538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -7716541.000000 Penalty: 5278.462891
	Iteration 57Q: 3 clusters Score -7716541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -7716523.500000 Penalty: 5278.462891
	Iteration 58Q: 3 clusters Score -7716524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -7716524.500000 Penalty: 5278.462891
	Iteration 59Q: 3 clusters Score -7716524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7716526.000000 Penalty: 5278.462891
	Iteration 60F: 3 clusters Score -7716526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -7716521.000000 Penalty: 5278.462891
	Iteration 61Q: 3 clusters Score -7716521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -7716517.500000 Penalty: 5278.462891
	Iteration 62Q: 3 clusters Score -7716518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -7716518.000000 Penalty: 5278.462891
	Iteration 63Q: 3 clusters Score -7716518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -7716518.000000 Penalty: 5278.462891
	Iteration 64F: 3 clusters Score -7716518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Entering Unmasked Estep 
Score: -4419819.500000 Penalty: 2500.690918
	Iteration 0F: 2 clusters Score -4419820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -4403195.500000 Penalty: 5001.381836
	Iteration 0F: 3 clusters Score -4403196 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4409020.500000 Penalty: 5001.381836
	Iteration 1F: 3 clusters Score -4409020 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -4409521.500000 Penalty: 5001.381836
	Iteration 2F: 3 clusters Score -4409522 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4409980.000000 Penalty: 5001.381836
	Iteration 3Q: 3 clusters Score -4409980 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -4410394.500000 Penalty: 5001.381836
	Iteration 4Q: 3 clusters Score -4410394 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -4410881.500000 Penalty: 5001.381836
	Iteration 5Q: 3 clusters Score -4410882 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -4411485.500000 Penalty: 5001.381836
	Iteration 6Q: 3 clusters Score -4411486 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -4412152.500000 Penalty: 5001.381836
	Iteration 7Q: 3 clusters Score -4412152 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -4412858.500000 Penalty: 5001.381836
	Iteration 8Q: 3 clusters Score -4412858 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -4413657.500000 Penalty: 5001.381836
	Iteration 9Q: 3 clusters Score -4413658 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -4414353.500000 Penalty: 5001.381836
	Iteration 10Q: 3 clusters Score -4414354 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -4414801.000000 Penalty: 5001.381836
	Iteration 11Q: 3 clusters Score -4414801 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -4415025.500000 Penalty: 5001.381836
	Iteration 12Q: 3 clusters Score -4415026 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4415146.500000 Penalty: 5001.381836
	Iteration 13Q: 3 clusters Score -4415146 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4415209.500000 Penalty: 5001.381836
	Iteration 14Q: 3 clusters Score -4415210 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -4415275.000000 Penalty: 5001.381836
	Iteration 15Q: 3 clusters Score -4415275 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -4415350.000000 Penalty: 5001.381836
	Iteration 16Q: 3 clusters Score -4415350 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -4415406.000000 Penalty: 5001.381836
	Iteration 17Q: 3 clusters Score -4415406 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -4415444.000000 Penalty: 5001.381836
	Iteration 18Q: 3 clusters Score -4415444 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -4415485.500000 Penalty: 5001.381836
	Iteration 19Q: 3 clusters Score -4415486 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -4415545.500000 Penalty: 5001.381836
	Iteration 20F: 3 clusters Score -4415546 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -4415600.500000 Penalty: 5001.381836
	Iteration 21Q: 3 clusters Score -4415600 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -4415649.500000 Penalty: 5001.381836
	Iteration 22Q: 3 clusters Score -4415650 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4415705.500000 Penalty: 5001.381836
	Iteration 23Q: 3 clusters Score -4415706 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4415744.000000 Penalty: 5001.381836
	Iteration 24Q: 3 clusters Score -4415744 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -4415783.500000 Penalty: 5001.381836
	Iteration 25Q: 3 clusters Score -4415784 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -4415821.500000 Penalty: 5001.381836
	Iteration 26Q: 3 clusters Score -4415822 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -4415872.500000 Penalty: 5001.381836
	Iteration 27Q: 3 clusters Score -4415872 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -4415917.500000 Penalty: 5001.381836
	Iteration 28Q: 3 clusters Score -4415918 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -4415953.500000 Penalty: 5001.381836
	Iteration 29Q: 3 clusters Score -4415954 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -4416016.000000 Penalty: 5001.381836
	Iteration 30Q: 3 clusters Score -4416016 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -4416074.000000 Penalty: 5001.381836
	Iteration 31Q: 3 clusters Score -4416074 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -4416146.000000 Penalty: 5001.381836
	Iteration 32Q: 3 clusters Score -4416146 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -4416220.500000 Penalty: 5001.381836
	Iteration 33Q: 3 clusters Score -4416220 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -4416277.000000 Penalty: 5001.381836
	Iteration 34Q: 3 clusters Score -4416277 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -4416323.500000 Penalty: 5001.381836
	Iteration 35Q: 3 clusters Score -4416324 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -4416363.500000 Penalty: 5001.381836
	Iteration 36Q: 3 clusters Score -4416364 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -4416415.000000 Penalty: 5001.381836
	Iteration 37Q: 3 clusters Score -4416415 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -4416483.500000 Penalty: 5001.381836
	Iteration 38Q: 3 clusters Score -4416484 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -4416546.500000 Penalty: 5001.381836
	Iteration 39Q: 3 clusters Score -4416546 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -4416620.500000 Penalty: 5001.381836
	Iteration 40F: 3 clusters Score -4416620 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -4416684.000000 Penalty: 5001.381836
	Iteration 41Q: 3 clusters Score -4416684 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -4416749.000000 Penalty: 5001.381836
	Iteration 42Q: 3 clusters Score -4416749 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -4416786.000000 Penalty: 5001.381836
	Iteration 43Q: 3 clusters Score -4416786 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -4416858.500000 Penalty: 5001.381836
	Iteration 44Q: 3 clusters Score -4416858 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -4416964.500000 Penalty: 5001.381836
	Iteration 45Q: 3 clusters Score -4416964 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -4417026.000000 Penalty: 5001.381836
	Iteration 46Q: 3 clusters Score -4417026 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -4417106.500000 Penalty: 5001.381836
	Iteration 47Q: 3 clusters Score -4417106 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -4417171.000000 Penalty: 5001.381836
	Iteration 48Q: 3 clusters Score -4417171 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -4417227.500000 Penalty: 5001.381836
	Iteration 49Q: 3 clusters Score -4417228 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4417306.500000 Penalty: 5001.381836
	Iteration 50Q: 3 clusters Score -4417306 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4417339.500000 Penalty: 5001.381836
	Iteration 51Q: 3 clusters Score -4417340 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -4417396.500000 Penalty: 5001.381836
	Iteration 52Q: 3 clusters Score -4417396 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -4417456.500000 Penalty: 5001.381836
	Iteration 53Q: 3 clusters Score -4417456 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4417499.500000 Penalty: 5001.381836
	Iteration 54Q: 3 clusters Score -4417500 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -4417538.500000 Penalty: 5001.381836
	Iteration 55Q: 3 clusters Score -4417538 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4417552.000000 Penalty: 5001.381836
	Iteration 56Q: 3 clusters Score -4417552 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -4417574.000000 Penalty: 5001.381836
	Iteration 57Q: 3 clusters Score -4417574 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4417581.000000 Penalty: 5001.381836
	Iteration 58Q: 3 clusters Score -4417581 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -4417605.500000 Penalty: 5001.381836
	Iteration 59Q: 3 clusters Score -4417606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -4417617.500000 Penalty: 5001.381836
	Iteration 60F: 3 clusters Score -4417618 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -4417640.000000 Penalty: 5001.381836
	Iteration 61Q: 3 clusters Score -4417640 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -4417653.500000 Penalty: 5001.381836
	Iteration 62Q: 3 clusters Score -4417654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4417673.500000 Penalty: 5001.381836
	Iteration 63Q: 3 clusters Score -4417674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -4417686.500000 Penalty: 5001.381836
	Iteration 64Q: 3 clusters Score -4417686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4417690.000000 Penalty: 5001.381836
	Iteration 65Q: 3 clusters Score -4417690 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -4417692.500000 Penalty: 5001.381836
	Iteration 66Q: 3 clusters Score -4417692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4417709.000000 Penalty: 5001.381836
	Iteration 67Q: 3 clusters Score -4417709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -4417741.500000 Penalty: 5001.381836
	Iteration 68Q: 3 clusters Score -4417742 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -4417742.500000 Penalty: 5001.381836
	Iteration 69Q: 3 clusters Score -4417742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4417754.500000 Penalty: 5001.381836
	Iteration 70Q: 3 clusters Score -4417754 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -4417763.500000 Penalty: 5001.381836
	Iteration 71Q: 3 clusters Score -4417764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4417782.000000 Penalty: 5001.381836
	Iteration 72Q: 3 clusters Score -4417782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -4417783.000000 Penalty: 5001.381836
	Iteration 73Q: 3 clusters Score -4417783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -4417781.500000 Penalty: 5001.381836
	Iteration 74Q: 3 clusters Score -4417782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -4417795.000000 Penalty: 5001.381836
	Iteration 75Q: 3 clusters Score -4417795 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4417802.500000 Penalty: 5001.381836
	Iteration 76Q: 3 clusters Score -4417802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4417809.000000 Penalty: 5001.381836
	Iteration 77Q: 3 clusters Score -4417809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -4417806.000000 Penalty: 5001.381836
	Iteration 78Q: 3 clusters Score -4417806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4417816.500000 Penalty: 5001.381836
	Iteration 79Q: 3 clusters Score -4417816 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4417811.000000 Penalty: 5001.381836
	Iteration 80F: 3 clusters Score -4417811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4417828.500000 Penalty: 5001.381836
	Iteration 81Q: 3 clusters Score -4417828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4417831.000000 Penalty: 5001.381836
	Iteration 82Q: 3 clusters Score -4417831 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4417842.000000 Penalty: 5001.381836
	Iteration 83Q: 3 clusters Score -4417842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4417844.000000 Penalty: 5001.381836
	Iteration 84Q: 3 clusters Score -4417844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4417853.000000 Penalty: 5001.381836
	Iteration 85Q: 3 clusters Score -4417853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4417860.000000 Penalty: 5001.381836
	Iteration 86Q: 3 clusters Score -4417860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4417869.000000 Penalty: 5001.381836
	Iteration 87Q: 3 clusters Score -4417869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4417871.500000 Penalty: 5001.381836
	Iteration 88Q: 3 clusters Score -4417872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4417866.500000 Penalty: 5001.381836
	Iteration 89Q: 3 clusters Score -4417866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4417877.500000 Penalty: 5001.381836
	Iteration 90Q: 3 clusters Score -4417878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4417877.000000 Penalty: 5001.381836
	Iteration 91Q: 3 clusters Score -4417877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -4417887.000000 Penalty: 5001.381836
	Iteration 92Q: 3 clusters Score -4417887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4417882.500000 Penalty: 5001.381836
	Iteration 93Q: 3 clusters Score -4417882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4417882.500000 Penalty: 5001.381836
	Iteration 94Q: 3 clusters Score -4417882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4417885.000000 Penalty: 5001.381836
	Iteration 95Q: 3 clusters Score -4417885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -4417889.500000 Penalty: 5001.381836
	Iteration 96Q: 3 clusters Score -4417890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4417896.000000 Penalty: 5001.381836
	Iteration 97Q: 3 clusters Score -4417896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4417906.500000 Penalty: 5001.381836
	Iteration 98Q: 3 clusters Score -4417906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4417903.500000 Penalty: 5001.381836
	Iteration 99Q: 3 clusters Score -4417904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4417908.000000 Penalty: 5001.381836
	Iteration 100F: 3 clusters Score -4417908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -4417915.000000 Penalty: 5001.381836
	Iteration 101Q: 3 clusters Score -4417915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4417919.000000 Penalty: 5001.381836
	Iteration 102Q: 3 clusters Score -4417919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4417929.500000 Penalty: 5001.381836
	Iteration 103Q: 3 clusters Score -4417930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4417933.000000 Penalty: 5001.381836
	Iteration 104Q: 3 clusters Score -4417933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4417930.500000 Penalty: 5001.381836
	Iteration 105Q: 3 clusters Score -4417930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4417931.000000 Penalty: 5001.381836
	Iteration 106Q: 3 clusters Score -4417931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4417936.500000 Penalty: 5001.381836
	Iteration 107Q: 3 clusters Score -4417936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4417937.500000 Penalty: 5001.381836
	Iteration 108Q: 3 clusters Score -4417938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4417940.000000 Penalty: 5001.381836
	Iteration 109Q: 3 clusters Score -4417940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4417945.000000 Penalty: 5001.381836
	Iteration 110Q: 3 clusters Score -4417945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4417934.000000 Penalty: 5001.381836
	Iteration 111Q: 3 clusters Score -4417934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4417936.000000 Penalty: 5001.381836
	Iteration 112Q: 3 clusters Score -4417936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4417933.500000 Penalty: 5001.381836
	Iteration 113Q: 3 clusters Score -4417934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4417938.500000 Penalty: 5001.381836
	Iteration 114Q: 3 clusters Score -4417938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4417943.000000 Penalty: 5001.381836
	Iteration 115Q: 3 clusters Score -4417943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4417945.000000 Penalty: 5001.381836
	Iteration 116Q: 3 clusters Score -4417945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4417949.500000 Penalty: 5001.381836
	Iteration 117Q: 3 clusters Score -4417950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4417948.000000 Penalty: 5001.381836
	Iteration 118Q: 3 clusters Score -4417948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4417950.000000 Penalty: 5001.381836
	Iteration 119Q: 3 clusters Score -4417950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -4417948.500000 Penalty: 5001.381836
	Iteration 120F: 3 clusters Score -4417948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4417949.000000 Penalty: 5001.381836
	Iteration 121Q: 3 clusters Score -4417949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4417947.000000 Penalty: 5001.381836
	Iteration 122Q: 3 clusters Score -4417947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4417949.000000 Penalty: 5001.381836
	Iteration 123Q: 3 clusters Score -4417949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -4417944.000000 Penalty: 5001.381836
	Iteration 124Q: 3 clusters Score -4417944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4417943.000000 Penalty: 5001.381836
	Iteration 125Q: 3 clusters Score -4417943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4417954.000000 Penalty: 5001.381836
	Iteration 126Q: 3 clusters Score -4417954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4417954.000000 Penalty: 5001.381836
	Iteration 127Q: 3 clusters Score -4417954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4417955.500000 Penalty: 5001.381836
	Iteration 128Q: 3 clusters Score -4417956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4417956.500000 Penalty: 5001.381836
	Iteration 129Q: 3 clusters Score -4417956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4417955.500000 Penalty: 5001.381836
	Iteration 130Q: 3 clusters Score -4417956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4417956.500000 Penalty: 5001.381836
	Iteration 131Q: 3 clusters Score -4417956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4417962.500000 Penalty: 5001.381836
	Iteration 132Q: 3 clusters Score -4417962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4417961.500000 Penalty: 5001.381836
	Iteration 133Q: 3 clusters Score -4417962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4417959.500000 Penalty: 5001.381836
	Iteration 134Q: 3 clusters Score -4417960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4417961.000000 Penalty: 5001.381836
	Iteration 135Q: 3 clusters Score -4417961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4417961.000000 Penalty: 5001.381836
	Iteration 136F: 3 clusters Score -4417961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -50569.699219 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -50569.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -49563.324219 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -49563.32 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50499.792969 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -50499.79 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -50998.449219 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -50998.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -51279.847656 Penalty: 3118.777832
	Iteration 3Q: 3 clusters Score -51279.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51408.742188 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -51408.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -51496.546875 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -51496.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51529.281250 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -51529.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51531.812500 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -51531.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -51553.878906 Penalty: 3118.777832
	Iteration 8F: 3 clusters Score -51553.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51607.617188 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -51607.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51607.617188 Penalty: 3118.777832
	Iteration 10F: 3 clusters Score -51607.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 44286 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44581 members 
Mstep: Class 5 contains 41859 members 
Mstep: Class 6 contains 23943 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 43208 members 
Mstep: Class 9 contains 42631 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46198 members 
Mstep: Class 12 contains 47351 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 26742 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32305 members 
Mstep: Class 18 contains 46892 members 
Mstep: Class 19 contains 41290 members 
Mstep: Class 20 contains 169 members 
Mstep: Class 21 contains 46812 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43752 members 
Mstep: Class 24 contains 42437 members 
Mstep: Class 25 contains 40358 members 
Entering Unmasked Estep 
Score: -126938376.000000 Penalty: 83433.343750
Splitting cluster 7 changes total score from -126939032.000000 to -126938376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (43208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Entering Unmasked Estep 
Score: -7994178.500000 Penalty: 2647.097900
	Iteration 0F: 2 clusters Score -7994178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -7965367.500000 Penalty: 5294.195801
	Iteration 0F: 3 clusters Score -7965368 nChanged 19902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -7976419.500000 Penalty: 5294.195801
	Iteration 1F: 3 clusters Score -7976420 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -7976900.000000 Penalty: 5294.195801
	Iteration 2Q: 3 clusters Score -7976900 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -7977295.000000 Penalty: 5294.195801
	Iteration 3Q: 3 clusters Score -7977295 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -7977835.500000 Penalty: 5294.195801
	Iteration 4Q: 3 clusters Score -7977836 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -7978332.500000 Penalty: 5294.195801
	Iteration 5Q: 3 clusters Score -7978332 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -7978895.000000 Penalty: 5294.195801
	Iteration 6Q: 3 clusters Score -7978895 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -7979664.500000 Penalty: 5294.195801
	Iteration 7Q: 3 clusters Score -7979664 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -7980862.000000 Penalty: 5294.195801
	Iteration 8Q: 3 clusters Score -7980862 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -7982669.000000 Penalty: 5294.195801
	Iteration 9F: 3 clusters Score -7982669 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -7984862.500000 Penalty: 5294.195801
	Iteration 10F: 3 clusters Score -7984862 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -7986470.500000 Penalty: 5294.195801
	Iteration 11F: 3 clusters Score -7986470 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -7987255.500000 Penalty: 5294.195801
	Iteration 12Q: 3 clusters Score -7987256 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -7987618.000000 Penalty: 5294.195801
	Iteration 13Q: 3 clusters Score -7987618 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -7987853.500000 Penalty: 5294.195801
	Iteration 14Q: 3 clusters Score -7987854 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -7987980.500000 Penalty: 5294.195801
	Iteration 15Q: 3 clusters Score -7987980 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -7988136.500000 Penalty: 5294.195801
	Iteration 16Q: 3 clusters Score -7988136 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -7988294.500000 Penalty: 5294.195801
	Iteration 17Q: 3 clusters Score -7988294 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -7988423.000000 Penalty: 5294.195801
	Iteration 18Q: 3 clusters Score -7988423 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -7988521.500000 Penalty: 5294.195801
	Iteration 19Q: 3 clusters Score -7988522 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -7988588.500000 Penalty: 5294.195801
	Iteration 20F: 3 clusters Score -7988588 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -7988678.000000 Penalty: 5294.195801
	Iteration 21Q: 3 clusters Score -7988678 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -7988768.000000 Penalty: 5294.195801
	Iteration 22Q: 3 clusters Score -7988768 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -7988806.500000 Penalty: 5294.195801
	Iteration 23Q: 3 clusters Score -7988806 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -7988851.000000 Penalty: 5294.195801
	Iteration 24Q: 3 clusters Score -7988851 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -7988881.000000 Penalty: 5294.195801
	Iteration 25Q: 3 clusters Score -7988881 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -7988908.500000 Penalty: 5294.195801
	Iteration 26Q: 3 clusters Score -7988908 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -7988915.000000 Penalty: 5294.195801
	Iteration 27Q: 3 clusters Score -7988915 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -7988930.000000 Penalty: 5294.195801
	Iteration 28Q: 3 clusters Score -7988930 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -7988918.000000 Penalty: 5294.195801
	Iteration 29Q: 3 clusters Score -7988918 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -7988932.500000 Penalty: 5294.195801
	Iteration 30Q: 3 clusters Score -7988932 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -7988937.000000 Penalty: 5294.195801
	Iteration 31Q: 3 clusters Score -7988937 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -7988943.000000 Penalty: 5294.195801
	Iteration 32Q: 3 clusters Score -7988943 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -7988934.000000 Penalty: 5294.195801
	Iteration 33Q: 3 clusters Score -7988934 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -7988965.500000 Penalty: 5294.195801
	Iteration 34Q: 3 clusters Score -7988966 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -7988982.000000 Penalty: 5294.195801
	Iteration 35Q: 3 clusters Score -7988982 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -7988997.500000 Penalty: 5294.195801
	Iteration 36Q: 3 clusters Score -7988998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -7988982.500000 Penalty: 5294.195801
	Iteration 37Q: 3 clusters Score -7988982 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -7988990.000000 Penalty: 5294.195801
	Iteration 38Q: 3 clusters Score -7988990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -7989000.000000 Penalty: 5294.195801
	Iteration 39Q: 3 clusters Score -7989000 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -7989003.000000 Penalty: 5294.195801
	Iteration 40F: 3 clusters Score -7989003 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -7989003.500000 Penalty: 5294.195801
	Iteration 41Q: 3 clusters Score -7989004 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -7989019.000000 Penalty: 5294.195801
	Iteration 42Q: 3 clusters Score -7989019 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -7989008.500000 Penalty: 5294.195801
	Iteration 43Q: 3 clusters Score -7989008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -7989008.500000 Penalty: 5294.195801
	Iteration 44Q: 3 clusters Score -7989008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -7989009.500000 Penalty: 5294.195801
	Iteration 45Q: 3 clusters Score -7989010 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -7989017.000000 Penalty: 5294.195801
	Iteration 46Q: 3 clusters Score -7989017 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -7989031.000000 Penalty: 5294.195801
	Iteration 47Q: 3 clusters Score -7989031 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -7989008.500000 Penalty: 5294.195801
	Iteration 48Q: 3 clusters Score -7989008 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -7989037.500000 Penalty: 5294.195801
	Iteration 49Q: 3 clusters Score -7989038 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -7989052.000000 Penalty: 5294.195801
	Iteration 50Q: 3 clusters Score -7989052 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -7989053.000000 Penalty: 5294.195801
	Iteration 51Q: 3 clusters Score -7989053 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -7989077.000000 Penalty: 5294.195801
	Iteration 52Q: 3 clusters Score -7989077 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -7989093.000000 Penalty: 5294.195801
	Iteration 53Q: 3 clusters Score -7989093 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -7989091.000000 Penalty: 5294.195801
	Iteration 54Q: 3 clusters Score -7989091 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -7989091.500000 Penalty: 5294.195801
	Iteration 55Q: 3 clusters Score -7989092 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -7989107.500000 Penalty: 5294.195801
	Iteration 56Q: 3 clusters Score -7989108 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -7989117.000000 Penalty: 5294.195801
	Iteration 57Q: 3 clusters Score -7989117 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -7989098.000000 Penalty: 5294.195801
	Iteration 58Q: 3 clusters Score -7989098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -7989102.500000 Penalty: 5294.195801
	Iteration 59Q: 3 clusters Score -7989102 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -7989095.500000 Penalty: 5294.195801
	Iteration 60F: 3 clusters Score -7989096 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -7989121.500000 Penalty: 5294.195801
	Iteration 61Q: 3 clusters Score -7989122 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -7989148.000000 Penalty: 5294.195801
	Iteration 62Q: 3 clusters Score -7989148 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -7989142.000000 Penalty: 5294.195801
	Iteration 63Q: 3 clusters Score -7989142 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -7989148.500000 Penalty: 5294.195801
	Iteration 64Q: 3 clusters Score -7989148 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -7989164.000000 Penalty: 5294.195801
	Iteration 65Q: 3 clusters Score -7989164 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -7989171.500000 Penalty: 5294.195801
	Iteration 66Q: 3 clusters Score -7989172 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -7989184.500000 Penalty: 5294.195801
	Iteration 67Q: 3 clusters Score -7989184 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -7989174.000000 Penalty: 5294.195801
	Iteration 68Q: 3 clusters Score -7989174 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -7989207.000000 Penalty: 5294.195801
	Iteration 69Q: 3 clusters Score -7989207 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -7989267.000000 Penalty: 5294.195801
	Iteration 70Q: 3 clusters Score -7989267 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -7989263.000000 Penalty: 5294.195801
	Iteration 71Q: 3 clusters Score -7989263 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -7989282.500000 Penalty: 5294.195801
	Iteration 72Q: 3 clusters Score -7989282 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -7989323.500000 Penalty: 5294.195801
	Iteration 73Q: 3 clusters Score -7989324 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -7989358.000000 Penalty: 5294.195801
	Iteration 74Q: 3 clusters Score -7989358 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -7989365.000000 Penalty: 5294.195801
	Iteration 75Q: 3 clusters Score -7989365 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -7989405.000000 Penalty: 5294.195801
	Iteration 76Q: 3 clusters Score -7989405 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -7989428.000000 Penalty: 5294.195801
	Iteration 77Q: 3 clusters Score -7989428 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -7989471.500000 Penalty: 5294.195801
	Iteration 78Q: 3 clusters Score -7989472 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -7989500.000000 Penalty: 5294.195801
	Iteration 79Q: 3 clusters Score -7989500 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -7989510.500000 Penalty: 5294.195801
	Iteration 80F: 3 clusters Score -7989510 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -7989567.500000 Penalty: 5294.195801
	Iteration 81Q: 3 clusters Score -7989568 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -7989609.000000 Penalty: 5294.195801
	Iteration 82Q: 3 clusters Score -7989609 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -7989632.500000 Penalty: 5294.195801
	Iteration 83Q: 3 clusters Score -7989632 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -7989654.500000 Penalty: 5294.195801
	Iteration 84Q: 3 clusters Score -7989654 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -7989685.500000 Penalty: 5294.195801
	Iteration 85Q: 3 clusters Score -7989686 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -7989738.500000 Penalty: 5294.195801
	Iteration 86Q: 3 clusters Score -7989738 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -7989777.500000 Penalty: 5294.195801
	Iteration 87Q: 3 clusters Score -7989778 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -7989847.000000 Penalty: 5294.195801
	Iteration 88Q: 3 clusters Score -7989847 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -7989848.500000 Penalty: 5294.195801
	Iteration 89Q: 3 clusters Score -7989848 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -7989885.500000 Penalty: 5294.195801
	Iteration 90Q: 3 clusters Score -7989886 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -7989917.000000 Penalty: 5294.195801
	Iteration 91Q: 3 clusters Score -7989917 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -7989962.500000 Penalty: 5294.195801
	Iteration 92Q: 3 clusters Score -7989962 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -7990018.000000 Penalty: 5294.195801
	Iteration 93Q: 3 clusters Score -7990018 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -7990051.500000 Penalty: 5294.195801
	Iteration 94Q: 3 clusters Score -7990052 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -7990120.000000 Penalty: 5294.195801
	Iteration 95Q: 3 clusters Score -7990120 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -7990186.000000 Penalty: 5294.195801
	Iteration 96Q: 3 clusters Score -7990186 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -7990274.500000 Penalty: 5294.195801
	Iteration 97Q: 3 clusters Score -7990274 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -7990327.000000 Penalty: 5294.195801
	Iteration 98Q: 3 clusters Score -7990327 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -7990347.500000 Penalty: 5294.195801
	Iteration 99Q: 3 clusters Score -7990348 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -7990381.500000 Penalty: 5294.195801
	Iteration 100F: 3 clusters Score -7990382 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -7990436.000000 Penalty: 5294.195801
	Iteration 101Q: 3 clusters Score -7990436 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -7990472.500000 Penalty: 5294.195801
	Iteration 102Q: 3 clusters Score -7990472 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -7990535.000000 Penalty: 5294.195801
	Iteration 103Q: 3 clusters Score -7990535 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -7990590.500000 Penalty: 5294.195801
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7990620 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7990698 nChanged 281
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Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7990755 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7990814 nChanged 283
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Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7990851 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7990917 nChanged 218
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7990919 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7990974 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7991018 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7991026 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7991090 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7991122 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7991141 nChanged 173
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7991162 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7991186 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -7991227.000000 Penalty: 5294.195801
	Iteration 120F: 3 clusters Score -7991227 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7991252 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7991289 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7991314.500000 Penalty: 5294.195801
	Iteration 123Q: 3 clusters Score -7991314 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -7991345.000000 Penalty: 5294.195801
	Iteration 124Q: 3 clusters Score -7991345 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7991400 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7991455.500000 Penalty: 5294.195801
	Iteration 126Q: 3 clusters Score -7991456 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7991478 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7991518 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7991561 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7991592 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7991633 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7991672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7991674 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7991680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7991703.000000 Penalty: 5294.195801
	Iteration 135Q: 3 clusters Score -7991703 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7991720 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7991740.500000 Penalty: 5294.195801
	Iteration 137Q: 3 clusters Score -7991740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7991741.000000 Penalty: 5294.195801
	Iteration 138Q: 3 clusters Score -7991741 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7991768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7991785.000000 Penalty: 5294.195801
	Iteration 140F: 3 clusters Score -7991785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7991805.500000 Penalty: 5294.195801
	Iteration 141Q: 3 clusters Score -7991806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7991818.000000 Penalty: 5294.195801
	Iteration 142Q: 3 clusters Score -7991818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -7991824.000000 Penalty: 5294.195801
	Iteration 143Q: 3 clusters Score -7991824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7991827.000000 Penalty: 5294.195801
	Iteration 144Q: 3 clusters Score -7991827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7991832.500000 Penalty: 5294.195801
	Iteration 145Q: 3 clusters Score -7991832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7991839.500000 Penalty: 5294.195801
	Iteration 146Q: 3 clusters Score -7991840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7991838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7991840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7991852.500000 Penalty: 5294.195801
	Iteration 149Q: 3 clusters Score -7991852 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7991855.000000 Penalty: 5294.195801
	Iteration 150Q: 3 clusters Score -7991855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7991871.000000 Penalty: 5294.195801
	Iteration 151Q: 3 clusters Score -7991871 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7991876.000000 Penalty: 5294.195801
	Iteration 152Q: 3 clusters Score -7991876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7991885.000000 Penalty: 5294.195801
	Iteration 153Q: 3 clusters Score -7991885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7991891.500000 Penalty: 5294.195801
	Iteration 154Q: 3 clusters Score -7991892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7991890.500000 Penalty: 5294.195801
	Iteration 155Q: 3 clusters Score -7991890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7991889.500000 Penalty: 5294.195801
	Iteration 156Q: 3 clusters Score -7991890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7991894.000000 Penalty: 5294.195801
	Iteration 157Q: 3 clusters Score -7991894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7991910.000000 Penalty: 5294.195801
	Iteration 158Q: 3 clusters Score -7991910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7991903.500000 Penalty: 5294.195801
	Iteration 159Q: 3 clusters Score -7991904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -7991900.000000 Penalty: 5294.195801
	Iteration 160F: 3 clusters Score -7991900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7991895.000000 Penalty: 5294.195801
	Iteration 161Q: 3 clusters Score -7991895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7991899.000000 Penalty: 5294.195801
	Iteration 162Q: 3 clusters Score -7991899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -7991887.500000 Penalty: 5294.195801
	Iteration 163Q: 3 clusters Score -7991888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7991884.000000 Penalty: 5294.195801
	Iteration 164Q: 3 clusters Score -7991884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7991885.500000 Penalty: 5294.195801
	Iteration 165Q: 3 clusters Score -7991886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7991889.000000 Penalty: 5294.195801
	Iteration 166Q: 3 clusters Score -7991889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7991891.500000 Penalty: 5294.195801
	Iteration 167Q: 3 clusters Score -7991892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7991888.000000 Penalty: 5294.195801
	Iteration 168Q: 3 clusters Score -7991888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7991894.500000 Penalty: 5294.195801
	Iteration 169Q: 3 clusters Score -7991894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7991896.000000 Penalty: 5294.195801
	Iteration 170Q: 3 clusters Score -7991896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7991904.000000 Penalty: 5294.195801
	Iteration 171Q: 3 clusters Score -7991904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7991904.500000 Penalty: 5294.195801
	Iteration 172Q: 3 clusters Score -7991904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7991900.500000 Penalty: 5294.195801
	Iteration 173Q: 3 clusters Score -7991900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7991904.500000 Penalty: 5294.195801
	Iteration 174Q: 3 clusters Score -7991904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7991900.500000 Penalty: 5294.195801
	Iteration 175Q: 3 clusters Score -7991900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -7991906.000000 Penalty: 5294.195801
	Iteration 176Q: 3 clusters Score -7991906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -7991907.000000 Penalty: 5294.195801
	Iteration 177Q: 3 clusters Score -7991907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7991906.500000 Penalty: 5294.195801
	Iteration 178Q: 3 clusters Score -7991906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -7991905.000000 Penalty: 5294.195801
	Iteration 179Q: 3 clusters Score -7991905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7991902.500000 Penalty: 5294.195801
	Iteration 180F: 3 clusters Score -7991902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -7991905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -7991908 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -7991907.500000 Penalty: 5294.195801
	Iteration 183F: 3 clusters Score -7991908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42631 members 
Entering Unmasked Estep 
Score: -7883310.500000 Penalty: 2643.763672
	Iteration 0F: 2 clusters Score -7883310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7854944 nChanged 19461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -7865575.500000 Penalty: 5287.527344
	Iteration 1F: 3 clusters Score -7865576 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7866060 nChanged 1569
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7866620 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7867382 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -7868303.500000 Penalty: 5287.527344
	Iteration 5Q: 3 clusters Score -7868304 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -7869354.000000 Penalty: 5287.527344
	Iteration 6Q: 3 clusters Score -7869354 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -7870581.000000 Penalty: 5287.527344
	Iteration 7F: 3 clusters Score -7870581 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -7872073.500000 Penalty: 5287.527344
	Iteration 8F: 3 clusters Score -7872074 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -7873702.500000 Penalty: 5287.527344
	Iteration 9F: 3 clusters Score -7873702 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -7875455.500000 Penalty: 5287.527344
	Iteration 10F: 3 clusters Score -7875456 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -7876714.500000 Penalty: 5287.527344
	Iteration 11F: 3 clusters Score -7876714 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -7877468.000000 Penalty: 5287.527344
	Iteration 12Q: 3 clusters Score -7877468 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -7877891.500000 Penalty: 5287.527344
	Iteration 13Q: 3 clusters Score -7877892 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -7878277.000000 Penalty: 5287.527344
	Iteration 14Q: 3 clusters Score -7878277 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -7878545.500000 Penalty: 5287.527344
	Iteration 15Q: 3 clusters Score -7878546 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -7878761.000000 Penalty: 5287.527344
	Iteration 16Q: 3 clusters Score -7878761 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -7878952.000000 Penalty: 5287.527344
	Iteration 17Q: 3 clusters Score -7878952 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -7879153.000000 Penalty: 5287.527344
	Iteration 18Q: 3 clusters Score -7879153 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -7879293.500000 Penalty: 5287.527344
	Iteration 19Q: 3 clusters Score -7879294 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -7879398.000000 Penalty: 5287.527344
	Iteration 20F: 3 clusters Score -7879398 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -7879513.000000 Penalty: 5287.527344
	Iteration 21Q: 3 clusters Score -7879513 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -7879617.500000 Penalty: 5287.527344
	Iteration 22Q: 3 clusters Score -7879618 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7879708 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -7879819.000000 Penalty: 5287.527344
	Iteration 24Q: 3 clusters Score -7879819 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -7879875.000000 Penalty: 5287.527344
	Iteration 25Q: 3 clusters Score -7879875 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -7879969.500000 Penalty: 5287.527344
	Iteration 26Q: 3 clusters Score -7879970 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -7880020.000000 Penalty: 5287.527344
	Iteration 27Q: 3 clusters Score -7880020 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -7880092.000000 Penalty: 5287.527344
	Iteration 28Q: 3 clusters Score -7880092 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -7880142.000000 Penalty: 5287.527344
	Iteration 29Q: 3 clusters Score -7880142 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -7880180.500000 Penalty: 5287.527344
	Iteration 30Q: 3 clusters Score -7880180 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -7880224.500000 Penalty: 5287.527344
	Iteration 31Q: 3 clusters Score -7880224 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -7880258.500000 Penalty: 5287.527344
	Iteration 32Q: 3 clusters Score -7880258 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -7880287.500000 Penalty: 5287.527344
	Iteration 33Q: 3 clusters Score -7880288 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -7880330.500000 Penalty: 5287.527344
	Iteration 34Q: 3 clusters Score -7880330 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -7880389.000000 Penalty: 5287.527344
	Iteration 35Q: 3 clusters Score -7880389 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -7880415.500000 Penalty: 5287.527344
	Iteration 36Q: 3 clusters Score -7880416 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -7880464.500000 Penalty: 5287.527344
	Iteration 37Q: 3 clusters Score -7880464 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -7880530.000000 Penalty: 5287.527344
	Iteration 38Q: 3 clusters Score -7880530 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -7880572.500000 Penalty: 5287.527344
	Iteration 39Q: 3 clusters Score -7880572 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -7880632.000000 Penalty: 5287.527344
	Iteration 40F: 3 clusters Score -7880632 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -7880694.500000 Penalty: 5287.527344
	Iteration 41Q: 3 clusters Score -7880694 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -7880699.500000 Penalty: 5287.527344
	Iteration 42Q: 3 clusters Score -7880700 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -7880756.000000 Penalty: 5287.527344
	Iteration 43Q: 3 clusters Score -7880756 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -7880802.500000 Penalty: 5287.527344
	Iteration 44Q: 3 clusters Score -7880802 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -7880841.000000 Penalty: 5287.527344
	Iteration 45Q: 3 clusters Score -7880841 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -7880884.000000 Penalty: 5287.527344
	Iteration 46Q: 3 clusters Score -7880884 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -7880908.000000 Penalty: 5287.527344
	Iteration 47Q: 3 clusters Score -7880908 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -7880965.500000 Penalty: 5287.527344
	Iteration 48Q: 3 clusters Score -7880966 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -7881017.000000 Penalty: 5287.527344
	Iteration 49Q: 3 clusters Score -7881017 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -7881040.500000 Penalty: 5287.527344
	Iteration 50Q: 3 clusters Score -7881040 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -7881082.500000 Penalty: 5287.527344
	Iteration 51Q: 3 clusters Score -7881082 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -7881089.000000 Penalty: 5287.527344
	Iteration 52Q: 3 clusters Score -7881089 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -7881144.000000 Penalty: 5287.527344
	Iteration 53Q: 3 clusters Score -7881144 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7881170 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -7881200.000000 Penalty: 5287.527344
	Iteration 55Q: 3 clusters Score -7881200 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -7881228.500000 Penalty: 5287.527344
	Iteration 56Q: 3 clusters Score -7881228 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -7881232.500000 Penalty: 5287.527344
	Iteration 57Q: 3 clusters Score -7881232 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -7881269.000000 Penalty: 5287.527344
	Iteration 58Q: 3 clusters Score -7881269 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -7881314.000000 Penalty: 5287.527344
	Iteration 59Q: 3 clusters Score -7881314 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -7881340.000000 Penalty: 5287.527344
	Iteration 60F: 3 clusters Score -7881340 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -7881379.500000 Penalty: 5287.527344
	Iteration 61Q: 3 clusters Score -7881380 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -7881407.000000 Penalty: 5287.527344
	Iteration 62Q: 3 clusters Score -7881407 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -7881439.500000 Penalty: 5287.527344
	Iteration 63Q: 3 clusters Score -7881440 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -7881455.000000 Penalty: 5287.527344
	Iteration 64Q: 3 clusters Score -7881455 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -7881474.500000 Penalty: 5287.527344
	Iteration 65Q: 3 clusters Score -7881474 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -7881498.500000 Penalty: 5287.527344
	Iteration 66Q: 3 clusters Score -7881498 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -7881491.000000 Penalty: 5287.527344
	Iteration 67Q: 3 clusters Score -7881491 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7881509.000000 Penalty: 5287.527344
	Iteration 68Q: 3 clusters Score -7881509 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -7881538.500000 Penalty: 5287.527344
	Iteration 69Q: 3 clusters Score -7881538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -7881537.500000 Penalty: 5287.527344
	Iteration 70Q: 3 clusters Score -7881538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7881554.500000 Penalty: 5287.527344
	Iteration 71Q: 3 clusters Score -7881554 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -7881587.000000 Penalty: 5287.527344
	Iteration 72Q: 3 clusters Score -7881587 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -7881595.500000 Penalty: 5287.527344
	Iteration 73Q: 3 clusters Score -7881596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -7881618.500000 Penalty: 5287.527344
	Iteration 74Q: 3 clusters Score -7881618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -7881609.500000 Penalty: 5287.527344
	Iteration 75Q: 3 clusters Score -7881610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -7881627.000000 Penalty: 5287.527344
	Iteration 76Q: 3 clusters Score -7881627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -7881630.500000 Penalty: 5287.527344
	Iteration 77Q: 3 clusters Score -7881630 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -7881620.000000 Penalty: 5287.527344
	Iteration 78Q: 3 clusters Score -7881620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -7881617.500000 Penalty: 5287.527344
	Iteration 79Q: 3 clusters Score -7881618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -7881632.000000 Penalty: 5287.527344
	Iteration 80F: 3 clusters Score -7881632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -7881621.500000 Penalty: 5287.527344
	Iteration 81Q: 3 clusters Score -7881622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -7881627.000000 Penalty: 5287.527344
	Iteration 82Q: 3 clusters Score -7881627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -7881649.500000 Penalty: 5287.527344
	Iteration 83Q: 3 clusters Score -7881650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -7881647.000000 Penalty: 5287.527344
	Iteration 84Q: 3 clusters Score -7881647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -7881651.000000 Penalty: 5287.527344
	Iteration 85Q: 3 clusters Score -7881651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -7881645.000000 Penalty: 5287.527344
	Iteration 86Q: 3 clusters Score -7881645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7881651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -7881672.000000 Penalty: 5287.527344
	Iteration 88Q: 3 clusters Score -7881672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7881666.000000 Penalty: 5287.527344
	Iteration 89Q: 3 clusters Score -7881666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -7881665.500000 Penalty: 5287.527344
	Iteration 90Q: 3 clusters Score -7881666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7881666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -7881657.000000 Penalty: 5287.527344
	Iteration 92Q: 3 clusters Score -7881657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7881656.000000 Penalty: 5287.527344
	Iteration 93Q: 3 clusters Score -7881656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7881660.500000 Penalty: 5287.527344
	Iteration 94Q: 3 clusters Score -7881660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7881658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7881644.000000 Penalty: 5287.527344
	Iteration 96Q: 3 clusters Score -7881644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -7881641.500000 Penalty: 5287.527344
	Iteration 97Q: 3 clusters Score -7881642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -7881650.500000 Penalty: 5287.527344
	Iteration 98Q: 3 clusters Score -7881650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -7881661.500000 Penalty: 5287.527344
	Iteration 99Q: 3 clusters Score -7881662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7881660.000000 Penalty: 5287.527344
	Iteration 100F: 3 clusters Score -7881660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -7881673.000000 Penalty: 5287.527344
	Iteration 101Q: 3 clusters Score -7881673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -7881674.000000 Penalty: 5287.527344
	Iteration 102Q: 3 clusters Score -7881674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -7881670.500000 Penalty: 5287.527344
	Iteration 103Q: 3 clusters Score -7881670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -7881665.000000 Penalty: 5287.527344
	Iteration 104Q: 3 clusters Score -7881665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -7881663.000000 Penalty: 5287.527344
	Iteration 105Q: 3 clusters Score -7881663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -7881668.000000 Penalty: 5287.527344
	Iteration 106Q: 3 clusters Score -7881668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -7881663.000000 Penalty: 5287.527344
	Iteration 107Q: 3 clusters Score -7881663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7881655.500000 Penalty: 5287.527344
	Iteration 108Q: 3 clusters Score -7881656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -7881659.500000 Penalty: 5287.527344
	Iteration 109Q: 3 clusters Score -7881660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -7881663.000000 Penalty: 5287.527344
	Iteration 110Q: 3 clusters Score -7881663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7881663.000000 Penalty: 5287.527344
	Iteration 111Q: 3 clusters Score -7881663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7881674.000000 Penalty: 5287.527344
	Iteration 112Q: 3 clusters Score -7881674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -7881674.500000 Penalty: 5287.527344
	Iteration 113Q: 3 clusters Score -7881674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -7881676.500000 Penalty: 5287.527344
	Iteration 114Q: 3 clusters Score -7881676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7881681.500000 Penalty: 5287.527344
	Iteration 115Q: 3 clusters Score -7881682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -7881676.500000 Penalty: 5287.527344
	Iteration 116Q: 3 clusters Score -7881676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7881689.500000 Penalty: 5287.527344
	Iteration 117Q: 3 clusters Score -7881690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -7881694.500000 Penalty: 5287.527344
	Iteration 118Q: 3 clusters Score -7881694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7881703.000000 Penalty: 5287.527344
	Iteration 119Q: 3 clusters Score -7881703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7881696.000000 Penalty: 5287.527344
	Iteration 120F: 3 clusters Score -7881696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -7881687.500000 Penalty: 5287.527344
	Iteration 121Q: 3 clusters Score -7881688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -7881686.000000 Penalty: 5287.527344
	Iteration 122Q: 3 clusters Score -7881686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7881668.000000 Penalty: 5287.527344
	Iteration 123Q: 3 clusters Score -7881668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -7881677.500000 Penalty: 5287.527344
	Iteration 124Q: 3 clusters Score -7881678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -7881684.000000 Penalty: 5287.527344
	Iteration 125Q: 3 clusters Score -7881684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7881686.500000 Penalty: 5287.527344
	Iteration 126Q: 3 clusters Score -7881686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7881690.000000 Penalty: 5287.527344
	Iteration 127Q: 3 clusters Score -7881690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7881684.000000 Penalty: 5287.527344
	Iteration 128Q: 3 clusters Score -7881684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7881681.000000 Penalty: 5287.527344
	Iteration 129Q: 3 clusters Score -7881681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -7881684.500000 Penalty: 5287.527344
	Iteration 130Q: 3 clusters Score -7881684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7881690.500000 Penalty: 5287.527344
	Iteration 131Q: 3 clusters Score -7881690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -7881691.500000 Penalty: 5287.527344
	Iteration 132Q: 3 clusters Score -7881692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7881685.000000 Penalty: 5287.527344
	Iteration 133Q: 3 clusters Score -7881685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -7881683.500000 Penalty: 5287.527344
	Iteration 134Q: 3 clusters Score -7881684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -7881686.500000 Penalty: 5287.527344
	Iteration 135Q: 3 clusters Score -7881686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -7881679.500000 Penalty: 5287.527344
	Iteration 136Q: 3 clusters Score -7881680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -7881680.500000 Penalty: 5287.527344
	Iteration 137Q: 3 clusters Score -7881680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -7881677.500000 Penalty: 5287.527344
	Iteration 138Q: 3 clusters Score -7881678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -7881684.500000 Penalty: 5287.527344
	Iteration 139Q: 3 clusters Score -7881684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7881677.000000 Penalty: 5287.527344
	Iteration 140F: 3 clusters Score -7881677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7881674.500000 Penalty: 5287.527344
	Iteration 141Q: 3 clusters Score -7881674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7881686.500000 Penalty: 5287.527344
	Iteration 142Q: 3 clusters Score -7881686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -7881674.000000 Penalty: 5287.527344
	Iteration 143Q: 3 clusters Score -7881674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7881682.000000 Penalty: 5287.527344
	Iteration 144Q: 3 clusters Score -7881682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -7881680.500000 Penalty: 5287.527344
	Iteration 145Q: 3 clusters Score -7881680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -7881679.500000 Penalty: 5287.527344
	Iteration 146Q: 3 clusters Score -7881680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7881682.500000 Penalty: 5287.527344
	Iteration 147Q: 3 clusters Score -7881682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -7881683.500000 Penalty: 5287.527344
	Iteration 148Q: 3 clusters Score -7881684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7881683.500000 Penalty: 5287.527344
	Iteration 149Q: 3 clusters Score -7881684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7881690.000000 Penalty: 5287.527344
	Iteration 150Q: 3 clusters Score -7881690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7881689.500000 Penalty: 5287.527344
	Iteration 151Q: 3 clusters Score -7881690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -7881691.500000 Penalty: 5287.527344
	Iteration 152Q: 3 clusters Score -7881692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -7881688.500000 Penalty: 5287.527344
	Iteration 153Q: 3 clusters Score -7881688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7881693.000000 Penalty: 5287.527344
	Iteration 154Q: 3 clusters Score -7881693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -7881686.500000 Penalty: 5287.527344
	Iteration 155Q: 3 clusters Score -7881686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7881700.500000 Penalty: 5287.527344
	Iteration 156Q: 3 clusters Score -7881700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7881698.500000 Penalty: 5287.527344
	Iteration 157Q: 3 clusters Score -7881698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7881698.500000 Penalty: 5287.527344
	Iteration 158F: 3 clusters Score -7881698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -82643.210938 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -82643.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81183.585938 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -81183.59 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -81396.429688 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -81396.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -81477.492188 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -81477.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -81515.476562 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -81515.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -81542.226562 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -81542.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -81572.703125 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -81572.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -81579.140625 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -81579.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -81592.851562 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -81592.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -81605.437500 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -81605.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -81615.007812 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -81615.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -81624.546875 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -81624.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -81629.750000 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -81629.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -81636.843750 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -81636.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -81660.476562 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -81660.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -81695.187500 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -81695.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -81729.421875 Penalty: 3099.029297
	Iteration 15Q: 3 clusters Score -81729.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -81749.890625 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -81749.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -81776.460938 Penalty: 3099.029297
	Iteration 17Q: 3 clusters Score -81776.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -81795.523438 Penalty: 3099.029297
	Iteration 18Q: 3 clusters Score -81795.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -81842.382812 Penalty: 3099.029297
	Iteration 19Q: 3 clusters Score -81842.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -81873.367188 Penalty: 3099.029297
	Iteration 20F: 3 clusters Score -81873.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -81911.476562 Penalty: 3099.029297
	Iteration 21Q: 3 clusters Score -81911.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -81937.859375 Penalty: 3099.029297
	Iteration 22Q: 3 clusters Score -81937.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -81966.195312 Penalty: 3099.029297
	Iteration 23Q: 3 clusters Score -81966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -82015.312500 Penalty: 3099.029297
	Iteration 24Q: 3 clusters Score -82015.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -82089.781250 Penalty: 3099.029297
	Iteration 25Q: 3 clusters Score -82089.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -82159.593750 Penalty: 3099.029297
	Iteration 26Q: 3 clusters Score -82159.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -82230.929688 Penalty: 3099.029297
	Iteration 27Q: 3 clusters Score -82230.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82273.125000 Penalty: 3099.029297
	Iteration 28Q: 3 clusters Score -82273.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -82353.937500 Penalty: 3099.029297
	Iteration 29Q: 3 clusters Score -82353.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82407.500000 Penalty: 3099.029297
	Iteration 30Q: 3 clusters Score -82407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82434.515625 Penalty: 3099.029297
	Iteration 31Q: 3 clusters Score -82434.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82440.679688 Penalty: 3099.029297
	Iteration 32Q: 3 clusters Score -82440.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82440.679688 Penalty: 3099.029297
	Iteration 33F: 3 clusters Score -82440.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Entering Unmasked Estep 
Score: -8619730.000000 Penalty: 2663.691650
	Iteration 0F: 2 clusters Score -8619730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -8590184.000000 Penalty: 5327.383301
	Iteration 0F: 3 clusters Score -8590184 nChanged 21382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -8602143.000000 Penalty: 5327.383301
	Iteration 1F: 3 clusters Score -8602143 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -8602694.000000 Penalty: 5327.383301
	Iteration 2Q: 3 clusters Score -8602694 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -8603209.000000 Penalty: 5327.383301
	Iteration 3Q: 3 clusters Score -8603209 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -8603759.000000 Penalty: 5327.383301
	Iteration 4Q: 3 clusters Score -8603759 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -8604539.000000 Penalty: 5327.383301
	Iteration 5Q: 3 clusters Score -8604539 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -8605709.000000 Penalty: 5327.383301
	Iteration 6Q: 3 clusters Score -8605709 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -8607409.000000 Penalty: 5327.383301
	Iteration 7F: 3 clusters Score -8607409 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -8609771.000000 Penalty: 5327.383301
	Iteration 8F: 3 clusters Score -8609771 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -8612431.000000 Penalty: 5327.383301
	Iteration 9F: 3 clusters Score -8612431 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -8614953.000000 Penalty: 5327.383301
	Iteration 10F: 3 clusters Score -8614953 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -8616436.000000 Penalty: 5327.383301
	Iteration 11Q: 3 clusters Score -8616436 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8616972.000000 Penalty: 5327.383301
	Iteration 12Q: 3 clusters Score -8616972 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -8617199.000000 Penalty: 5327.383301
	Iteration 13Q: 3 clusters Score -8617199 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -8617342.000000 Penalty: 5327.383301
	Iteration 14Q: 3 clusters Score -8617342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -8617388.000000 Penalty: 5327.383301
	Iteration 15Q: 3 clusters Score -8617388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -8617408.000000 Penalty: 5327.383301
	Iteration 16Q: 3 clusters Score -8617408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -8617433.000000 Penalty: 5327.383301
	Iteration 17Q: 3 clusters Score -8617433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -8617447.000000 Penalty: 5327.383301
	Iteration 18Q: 3 clusters Score -8617447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -8617458.000000 Penalty: 5327.383301
	Iteration 19Q: 3 clusters Score -8617458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -8617471.000000 Penalty: 5327.383301
	Iteration 20F: 3 clusters Score -8617471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -8617480.000000 Penalty: 5327.383301
	Iteration 21Q: 3 clusters Score -8617480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -8617487.000000 Penalty: 5327.383301
	Iteration 22Q: 3 clusters Score -8617487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -8617482.000000 Penalty: 5327.383301
	Iteration 23Q: 3 clusters Score -8617482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -8617486.000000 Penalty: 5327.383301
	Iteration 24Q: 3 clusters Score -8617486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8617486.000000 Penalty: 5327.383301
	Iteration 25Q: 3 clusters Score -8617486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8617486.000000 Penalty: 5327.383301
	Iteration 26F: 3 clusters Score -8617486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Entering Unmasked Estep 
Score: -8884708.000000 Penalty: 2669.805176
	Iteration 0F: 2 clusters Score -8884708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -8856550.000000 Penalty: 5339.610352
	Iteration 0F: 3 clusters Score -8856550 nChanged 21754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -8868564.000000 Penalty: 5339.610352
	Iteration 1F: 3 clusters Score -8868564 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -8869329.000000 Penalty: 5339.610352
	Iteration 2Q: 3 clusters Score -8869329 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -8870199.000000 Penalty: 5339.610352
	Iteration 3Q: 3 clusters Score -8870199 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -8871302.000000 Penalty: 5339.610352
	Iteration 4F: 3 clusters Score -8871302 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -8872815.000000 Penalty: 5339.610352
	Iteration 5F: 3 clusters Score -8872815 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -8874715.000000 Penalty: 5339.610352
	Iteration 6F: 3 clusters Score -8874715 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -8876828.000000 Penalty: 5339.610352
	Iteration 7F: 3 clusters Score -8876828 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -8878840.000000 Penalty: 5339.610352
	Iteration 8F: 3 clusters Score -8878840 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -8880147.000000 Penalty: 5339.610352
	Iteration 9Q: 3 clusters Score -8880147 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -8880711.000000 Penalty: 5339.610352
	Iteration 10Q: 3 clusters Score -8880711 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -8880954.000000 Penalty: 5339.610352
	Iteration 11Q: 3 clusters Score -8880954 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -8881095.000000 Penalty: 5339.610352
	Iteration 12Q: 3 clusters Score -8881095 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -8881174.000000 Penalty: 5339.610352
	Iteration 13Q: 3 clusters Score -8881174 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -8881260.000000 Penalty: 5339.610352
	Iteration 14Q: 3 clusters Score -8881260 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -8881272.000000 Penalty: 5339.610352
	Iteration 15Q: 3 clusters Score -8881272 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -8881352.000000 Penalty: 5339.610352
	Iteration 16Q: 3 clusters Score -8881352 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -8881422.000000 Penalty: 5339.610352
	Iteration 17Q: 3 clusters Score -8881422 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -8881445.000000 Penalty: 5339.610352
	Iteration 18Q: 3 clusters Score -8881445 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -8881470.000000 Penalty: 5339.610352
	Iteration 19Q: 3 clusters Score -8881470 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -8881486.000000 Penalty: 5339.610352
	Iteration 20F: 3 clusters Score -8881486 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -8881517.000000 Penalty: 5339.610352
	Iteration 21Q: 3 clusters Score -8881517 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -8881559.000000 Penalty: 5339.610352
	Iteration 22Q: 3 clusters Score -8881559 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -8881574.000000 Penalty: 5339.610352
	Iteration 23Q: 3 clusters Score -8881574 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -8881612.000000 Penalty: 5339.610352
	Iteration 24Q: 3 clusters Score -8881612 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -8881635.000000 Penalty: 5339.610352
	Iteration 25Q: 3 clusters Score -8881635 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -8881634.000000 Penalty: 5339.610352
	Iteration 26Q: 3 clusters Score -8881634 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -8881625.000000 Penalty: 5339.610352
	Iteration 27Q: 3 clusters Score -8881625 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -8881636.000000 Penalty: 5339.610352
	Iteration 28Q: 3 clusters Score -8881636 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -8881662.000000 Penalty: 5339.610352
	Iteration 29Q: 3 clusters Score -8881662 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -8881665.000000 Penalty: 5339.610352
	Iteration 30Q: 3 clusters Score -8881665 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -8881659.000000 Penalty: 5339.610352
	Iteration 31Q: 3 clusters Score -8881659 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -8881648.000000 Penalty: 5339.610352
	Iteration 32Q: 3 clusters Score -8881648 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -8881664.000000 Penalty: 5339.610352
	Iteration 33Q: 3 clusters Score -8881664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -8881688.000000 Penalty: 5339.610352
	Iteration 34Q: 3 clusters Score -8881688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -8881683.000000 Penalty: 5339.610352
	Iteration 35Q: 3 clusters Score -8881683 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -8881690.000000 Penalty: 5339.610352
	Iteration 36Q: 3 clusters Score -8881690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -8881709.000000 Penalty: 5339.610352
	Iteration 37Q: 3 clusters Score -8881709 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -8881685.000000 Penalty: 5339.610352
	Iteration 38Q: 3 clusters Score -8881685 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -8881693.000000 Penalty: 5339.610352
	Iteration 39Q: 3 clusters Score -8881693 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -8881681.000000 Penalty: 5339.610352
	Iteration 40F: 3 clusters Score -8881681 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -8881691.000000 Penalty: 5339.610352
	Iteration 41Q: 3 clusters Score -8881691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -8881701.000000 Penalty: 5339.610352
	Iteration 42Q: 3 clusters Score -8881701 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -8881701.000000 Penalty: 5339.610352
	Iteration 43Q: 3 clusters Score -8881701 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -8881673.000000 Penalty: 5339.610352
	Iteration 44Q: 3 clusters Score -8881673 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -8881694.000000 Penalty: 5339.610352
	Iteration 45Q: 3 clusters Score -8881694 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -8881672.000000 Penalty: 5339.610352
	Iteration 46Q: 3 clusters Score -8881672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -8881697.000000 Penalty: 5339.610352
	Iteration 47Q: 3 clusters Score -8881697 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -8881706.000000 Penalty: 5339.610352
	Iteration 48Q: 3 clusters Score -8881706 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -8881713.000000 Penalty: 5339.610352
	Iteration 49Q: 3 clusters Score -8881713 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -8881728.000000 Penalty: 5339.610352
	Iteration 50Q: 3 clusters Score -8881728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -8881734.000000 Penalty: 5339.610352
	Iteration 51Q: 3 clusters Score -8881734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -8881727.000000 Penalty: 5339.610352
	Iteration 52Q: 3 clusters Score -8881727 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -8881751.000000 Penalty: 5339.610352
	Iteration 53Q: 3 clusters Score -8881751 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -8881743.000000 Penalty: 5339.610352
	Iteration 54Q: 3 clusters Score -8881743 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -8881746.000000 Penalty: 5339.610352
	Iteration 55Q: 3 clusters Score -8881746 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -8881759.000000 Penalty: 5339.610352
	Iteration 56Q: 3 clusters Score -8881759 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -8881770.000000 Penalty: 5339.610352
	Iteration 57Q: 3 clusters Score -8881770 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -8881759.000000 Penalty: 5339.610352
	Iteration 58Q: 3 clusters Score -8881759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -8881764.000000 Penalty: 5339.610352
	Iteration 59Q: 3 clusters Score -8881764 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -8881776.000000 Penalty: 5339.610352
	Iteration 60F: 3 clusters Score -8881776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -8881767.000000 Penalty: 5339.610352
	Iteration 61Q: 3 clusters Score -8881767 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -8881742.000000 Penalty: 5339.610352
	Iteration 62Q: 3 clusters Score -8881742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -8881757.000000 Penalty: 5339.610352
	Iteration 63Q: 3 clusters Score -8881757 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -8881762.000000 Penalty: 5339.610352
	Iteration 64Q: 3 clusters Score -8881762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -8881766.000000 Penalty: 5339.610352
	Iteration 65Q: 3 clusters Score -8881766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -8881768.000000 Penalty: 5339.610352
	Iteration 66Q: 3 clusters Score -8881768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -8881765.000000 Penalty: 5339.610352
	Iteration 67Q: 3 clusters Score -8881765 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -8881760.000000 Penalty: 5339.610352
	Iteration 68Q: 3 clusters Score -8881760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -8881766.000000 Penalty: 5339.610352
	Iteration 69Q: 3 clusters Score -8881766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -8881766.000000 Penalty: 5339.610352
	Iteration 70Q: 3 clusters Score -8881766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -8881768.000000 Penalty: 5339.610352
	Iteration 71Q: 3 clusters Score -8881768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -8881768.000000 Penalty: 5339.610352
	Iteration 72Q: 3 clusters Score -8881768 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -8881757.000000 Penalty: 5339.610352
	Iteration 73Q: 3 clusters Score -8881757 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -8881782.000000 Penalty: 5339.610352
	Iteration 74Q: 3 clusters Score -8881782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -8881797.000000 Penalty: 5339.610352
	Iteration 75Q: 3 clusters Score -8881797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -8881794.000000 Penalty: 5339.610352
	Iteration 76Q: 3 clusters Score -8881794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -8881798.000000 Penalty: 5339.610352
	Iteration 77Q: 3 clusters Score -8881798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -8881782.000000 Penalty: 5339.610352
	Iteration 78Q: 3 clusters Score -8881782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8881794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -8881818.000000 Penalty: 5339.610352
	Iteration 80F: 3 clusters Score -8881818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -8881815.000000 Penalty: 5339.610352
	Iteration 81Q: 3 clusters Score -8881815 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -8881812.000000 Penalty: 5339.610352
	Iteration 82Q: 3 clusters Score -8881812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -8881818.000000 Penalty: 5339.610352
	Iteration 83Q: 3 clusters Score -8881818 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -8881805.000000 Penalty: 5339.610352
	Iteration 84Q: 3 clusters Score -8881805 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -8881821.000000 Penalty: 5339.610352
	Iteration 85Q: 3 clusters Score -8881821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -8881825.000000 Penalty: 5339.610352
	Iteration 86Q: 3 clusters Score -8881825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -8881812.000000 Penalty: 5339.610352
	Iteration 87Q: 3 clusters Score -8881812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -8881833.000000 Penalty: 5339.610352
	Iteration 88Q: 3 clusters Score -8881833 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8881833 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -8881863.000000 Penalty: 5339.610352
	Iteration 90Q: 3 clusters Score -8881863 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -8881889.000000 Penalty: 5339.610352
	Iteration 91Q: 3 clusters Score -8881889 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8881874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -8881874.000000 Penalty: 5339.610352
	Iteration 93Q: 3 clusters Score -8881874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -8881886.000000 Penalty: 5339.610352
	Iteration 94Q: 3 clusters Score -8881886 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8881898 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -8881903.000000 Penalty: 5339.610352
	Iteration 96Q: 3 clusters Score -8881903 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8881900 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -8881916.000000 Penalty: 5339.610352
	Iteration 98Q: 3 clusters Score -8881916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -8881921.000000 Penalty: 5339.610352
	Iteration 99Q: 3 clusters Score -8881921 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -8881907.000000 Penalty: 5339.610352
	Iteration 100F: 3 clusters Score -8881907 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8881921 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8881939 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8881960 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8881957 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8881961 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8881978 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8881997 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8882003 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8882010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8882001 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -8882005.000000 Penalty: 5339.610352
	Iteration 111Q: 3 clusters Score -8882005 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -8882038.000000 Penalty: 5339.610352
	Iteration 112Q: 3 clusters Score -8882038 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -8882064.000000 Penalty: 5339.610352
	Iteration 113Q: 3 clusters Score -8882064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -8882042.000000 Penalty: 5339.610352
	Iteration 114Q: 3 clusters Score -8882042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -8882083.000000 Penalty: 5339.610352
	Iteration 115Q: 3 clusters Score -8882083 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -8882073.000000 Penalty: 5339.610352
	Iteration 116Q: 3 clusters Score -8882073 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8882077 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -8882106.000000 Penalty: 5339.610352
	Iteration 118Q: 3 clusters Score -8882106 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -8882116.000000 Penalty: 5339.610352
	Iteration 119Q: 3 clusters Score -8882116 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8882098 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -8882134.000000 Penalty: 5339.610352
	Iteration 121Q: 3 clusters Score -8882134 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -8882143.000000 Penalty: 5339.610352
	Iteration 122Q: 3 clusters Score -8882143 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -8882163.000000 Penalty: 5339.610352
	Iteration 123Q: 3 clusters Score -8882163 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -8882178.000000 Penalty: 5339.610352
	Iteration 124Q: 3 clusters Score -8882178 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -8882186.000000 Penalty: 5339.610352
	Iteration 125Q: 3 clusters Score -8882186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -8882184.000000 Penalty: 5339.610352
	Iteration 126Q: 3 clusters Score -8882184 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -8882170.000000 Penalty: 5339.610352
	Iteration 127Q: 3 clusters Score -8882170 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -8882169.000000 Penalty: 5339.610352
	Iteration 128Q: 3 clusters Score -8882169 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -8882163.000000 Penalty: 5339.610352
	Iteration 129Q: 3 clusters Score -8882163 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -8882166.000000 Penalty: 5339.610352
	Iteration 130Q: 3 clusters Score -8882166 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8882178 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -8882180.000000 Penalty: 5339.610352
	Iteration 132Q: 3 clusters Score -8882180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -8882196.000000 Penalty: 5339.610352
	Iteration 133Q: 3 clusters Score -8882196 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -8882216.000000 Penalty: 5339.610352
	Iteration 134Q: 3 clusters Score -8882216 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -8882225.000000 Penalty: 5339.610352
	Iteration 135Q: 3 clusters Score -8882225 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -8882232.000000 Penalty: 5339.610352
	Iteration 136Q: 3 clusters Score -8882232 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -8882227.000000 Penalty: 5339.610352
	Iteration 137Q: 3 clusters Score -8882227 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -8882237.000000 Penalty: 5339.610352
	Iteration 138Q: 3 clusters Score -8882237 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -8882255.000000 Penalty: 5339.610352
	Iteration 139Q: 3 clusters Score -8882255 nChanged 51
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Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -8882279.000000 Penalty: 5339.610352
	Iteration 140F: 3 clusters Score -8882279 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8882274 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -8882276.000000 Penalty: 5339.610352
	Iteration 142Q: 3 clusters Score -8882276 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8882275 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8882278 nChanged 39
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Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8882279 nChanged 34
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Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8882282 nChanged 30
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Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8882290 nChanged 35
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Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8882287 nChanged 35
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Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8882296 nChanged 35
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	Iteration 150Q: 3 clusters Score -8882294 nChanged 26
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Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8882291 nChanged 28
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	Iteration 152Q: 3 clusters Score -8882292 nChanged 35
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Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8882286 nChanged 43
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Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8882272 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8882278 nChanged 50
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Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8882283 nChanged 50
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Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8882283 nChanged 43
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Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8882287 nChanged 36
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Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8882300 nChanged 44
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Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8882284 nChanged 35
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Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8882299 nChanged 34
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Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -8882297.000000 Penalty: 5339.610352
	Iteration 162Q: 3 clusters Score -8882297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -8882310.000000 Penalty: 5339.610352
	Iteration 163Q: 3 clusters Score -8882310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -8882295.000000 Penalty: 5339.610352
	Iteration 164Q: 3 clusters Score -8882295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -8882292.000000 Penalty: 5339.610352
	Iteration 165Q: 3 clusters Score -8882292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -8882321.000000 Penalty: 5339.610352
	Iteration 166Q: 3 clusters Score -8882321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -8882320.000000 Penalty: 5339.610352
	Iteration 167Q: 3 clusters Score -8882320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -8882333.000000 Penalty: 5339.610352
	Iteration 168Q: 3 clusters Score -8882333 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -8882335.000000 Penalty: 5339.610352
	Iteration 169Q: 3 clusters Score -8882335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -8882329.000000 Penalty: 5339.610352
	Iteration 170Q: 3 clusters Score -8882329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -8882329.000000 Penalty: 5339.610352
	Iteration 171Q: 3 clusters Score -8882329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -8882333.000000 Penalty: 5339.610352
	Iteration 172Q: 3 clusters Score -8882333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -8882331.000000 Penalty: 5339.610352
	Iteration 173Q: 3 clusters Score -8882331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -8882349.000000 Penalty: 5339.610352
	Iteration 174Q: 3 clusters Score -8882349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -8882345.000000 Penalty: 5339.610352
	Iteration 175Q: 3 clusters Score -8882345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -8882358.000000 Penalty: 5339.610352
	Iteration 176Q: 3 clusters Score -8882358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -8882350.000000 Penalty: 5339.610352
	Iteration 177Q: 3 clusters Score -8882350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -8882341.000000 Penalty: 5339.610352
	Iteration 178Q: 3 clusters Score -8882341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -8882341.000000 Penalty: 5339.610352
	Iteration 179Q: 3 clusters Score -8882341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -8882353.000000 Penalty: 5339.610352
	Iteration 180F: 3 clusters Score -8882353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -8882361.000000 Penalty: 5339.610352
	Iteration 181Q: 3 clusters Score -8882361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -8882343.000000 Penalty: 5339.610352
	Iteration 182Q: 3 clusters Score -8882343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -8882351.000000 Penalty: 5339.610352
	Iteration 183Q: 3 clusters Score -8882351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -8882352.000000 Penalty: 5339.610352
	Iteration 184Q: 3 clusters Score -8882352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -8882359.000000 Penalty: 5339.610352
	Iteration 185Q: 3 clusters Score -8882359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -8882353.000000 Penalty: 5339.610352
	Iteration 186Q: 3 clusters Score -8882353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -8882352.000000 Penalty: 5339.610352
	Iteration 187Q: 3 clusters Score -8882352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -8882348.000000 Penalty: 5339.610352
	Iteration 188Q: 3 clusters Score -8882348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -8882347.000000 Penalty: 5339.610352
	Iteration 189Q: 3 clusters Score -8882347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -8882359.000000 Penalty: 5339.610352
	Iteration 190Q: 3 clusters Score -8882359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -8882349.000000 Penalty: 5339.610352
	Iteration 191Q: 3 clusters Score -8882349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -8882359.000000 Penalty: 5339.610352
	Iteration 192Q: 3 clusters Score -8882359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -8882354.000000 Penalty: 5339.610352
	Iteration 193Q: 3 clusters Score -8882354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -8882351.000000 Penalty: 5339.610352
	Iteration 194Q: 3 clusters Score -8882351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -8882349.000000 Penalty: 5339.610352
	Iteration 195Q: 3 clusters Score -8882349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -8882348.000000 Penalty: 5339.610352
	Iteration 196Q: 3 clusters Score -8882348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -8882349.000000 Penalty: 5339.610352
	Iteration 197Q: 3 clusters Score -8882349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -8882341.000000 Penalty: 5339.610352
	Iteration 198Q: 3 clusters Score -8882341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -8882328.000000 Penalty: 5339.610352
	Iteration 199Q: 3 clusters Score -8882328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -8882329.000000 Penalty: 5339.610352
	Iteration 200F: 3 clusters Score -8882329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -8882333.000000 Penalty: 5339.610352
	Iteration 201Q: 3 clusters Score -8882333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -8882335.000000 Penalty: 5339.610352
	Iteration 202Q: 3 clusters Score -8882335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -8882339.000000 Penalty: 5339.610352
	Iteration 203Q: 3 clusters Score -8882339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -8882346.000000 Penalty: 5339.610352
	Iteration 204Q: 3 clusters Score -8882346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -8882356.000000 Penalty: 5339.610352
	Iteration 205Q: 3 clusters Score -8882356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -8882345.000000 Penalty: 5339.610352
	Iteration 206Q: 3 clusters Score -8882345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -8882338.000000 Penalty: 5339.610352
	Iteration 207Q: 3 clusters Score -8882338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -8882337.000000 Penalty: 5339.610352
	Iteration 208Q: 3 clusters Score -8882337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -8882373.000000 Penalty: 5339.610352
	Iteration 209Q: 3 clusters Score -8882373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -8882352.000000 Penalty: 5339.610352
	Iteration 210Q: 3 clusters Score -8882352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -8882357.000000 Penalty: 5339.610352
	Iteration 211Q: 3 clusters Score -8882357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -8882355.000000 Penalty: 5339.610352
	Iteration 212Q: 3 clusters Score -8882355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -8882378.000000 Penalty: 5339.610352
	Iteration 213Q: 3 clusters Score -8882378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -8882369.000000 Penalty: 5339.610352
	Iteration 214Q: 3 clusters Score -8882369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -8882369.000000 Penalty: 5339.610352
	Iteration 215Q: 3 clusters Score -8882369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -8882371.000000 Penalty: 5339.610352
	Iteration 216Q: 3 clusters Score -8882371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -8882378.000000 Penalty: 5339.610352
	Iteration 217Q: 3 clusters Score -8882378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -8882375.000000 Penalty: 5339.610352
	Iteration 218Q: 3 clusters Score -8882375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -8882372.000000 Penalty: 5339.610352
	Iteration 219Q: 3 clusters Score -8882372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -8882371.000000 Penalty: 5339.610352
	Iteration 220F: 3 clusters Score -8882371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -8882372.000000 Penalty: 5339.610352
	Iteration 221Q: 3 clusters Score -8882372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -8882368.000000 Penalty: 5339.610352
	Iteration 222Q: 3 clusters Score -8882368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -8882372.000000 Penalty: 5339.610352
	Iteration 223Q: 3 clusters Score -8882372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -8882368.000000 Penalty: 5339.610352
	Iteration 224Q: 3 clusters Score -8882368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -8882368.000000 Penalty: 5339.610352
	Iteration 225F: 3 clusters Score -8882368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -159835.875000 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -159835.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -157913.484375 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -157913.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -158193.187500 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -158193.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -158284.062500 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -158284.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -158331.546875 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -158331.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -158346.703125 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -158346.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -158362.687500 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -158362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -158370.093750 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -158370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -158374.828125 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -158374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -158382.140625 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -158382.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -158382.140625 Penalty: 3377.283447
	Iteration 9F: 3 clusters Score -158382.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Entering Unmasked Estep 
Score: -4953017.500000 Penalty: 2528.109619
	Iteration 0F: 2 clusters Score -4953018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -4934731.500000 Penalty: 5056.219238
	Iteration 0F: 3 clusters Score -4934732 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -4941206.500000 Penalty: 5056.219238
	Iteration 1F: 3 clusters Score -4941206 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -4941948.500000 Penalty: 5056.219238
	Iteration 2F: 3 clusters Score -4941948 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -4942901.500000 Penalty: 5056.219238
	Iteration 3F: 3 clusters Score -4942902 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -4943943.500000 Penalty: 5056.219238
	Iteration 4F: 3 clusters Score -4943944 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -4945204.500000 Penalty: 5056.219238
	Iteration 5F: 3 clusters Score -4945204 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -4946826.500000 Penalty: 5056.219238
	Iteration 6F: 3 clusters Score -4946826 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -4948735.500000 Penalty: 5056.219238
	Iteration 7F: 3 clusters Score -4948736 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4950271.000000 Penalty: 5056.219238
	Iteration 8F: 3 clusters Score -4950271 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -4950812.500000 Penalty: 5056.219238
	Iteration 9Q: 3 clusters Score -4950812 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4950960.000000 Penalty: 5056.219238
	Iteration 10Q: 3 clusters Score -4950960 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -4951011.500000 Penalty: 5056.219238
	Iteration 11Q: 3 clusters Score -4951012 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -4951046.500000 Penalty: 5056.219238
	Iteration 12Q: 3 clusters Score -4951046 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -4951078.000000 Penalty: 5056.219238
	Iteration 13Q: 3 clusters Score -4951078 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -4951090.500000 Penalty: 5056.219238
	Iteration 14Q: 3 clusters Score -4951090 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -4951112.500000 Penalty: 5056.219238
	Iteration 15Q: 3 clusters Score -4951112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -4951133.500000 Penalty: 5056.219238
	Iteration 16Q: 3 clusters Score -4951134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4951144.000000 Penalty: 5056.219238
	Iteration 17Q: 3 clusters Score -4951144 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4951162.000000 Penalty: 5056.219238
	Iteration 18Q: 3 clusters Score -4951162 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4951174.500000 Penalty: 5056.219238
	Iteration 19Q: 3 clusters Score -4951174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -4951208.000000 Penalty: 5056.219238
	Iteration 20F: 3 clusters Score -4951208 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4951232.000000 Penalty: 5056.219238
	Iteration 21Q: 3 clusters Score -4951232 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -4951222.000000 Penalty: 5056.219238
	Iteration 22Q: 3 clusters Score -4951222 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -4951234.000000 Penalty: 5056.219238
	Iteration 23Q: 3 clusters Score -4951234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4951265.500000 Penalty: 5056.219238
	Iteration 24Q: 3 clusters Score -4951266 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -4951267.500000 Penalty: 5056.219238
	Iteration 25Q: 3 clusters Score -4951268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -4951294.000000 Penalty: 5056.219238
	Iteration 26Q: 3 clusters Score -4951294 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -4951308.000000 Penalty: 5056.219238
	Iteration 27Q: 3 clusters Score -4951308 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -4951330.500000 Penalty: 5056.219238
	Iteration 28Q: 3 clusters Score -4951330 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -4951336.000000 Penalty: 5056.219238
	Iteration 29Q: 3 clusters Score -4951336 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -4951358.500000 Penalty: 5056.219238
	Iteration 30Q: 3 clusters Score -4951358 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -4951356.500000 Penalty: 5056.219238
	Iteration 31Q: 3 clusters Score -4951356 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -4951368.500000 Penalty: 5056.219238
	Iteration 32Q: 3 clusters Score -4951368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4951376.500000 Penalty: 5056.219238
	Iteration 33Q: 3 clusters Score -4951376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -4951383.000000 Penalty: 5056.219238
	Iteration 34Q: 3 clusters Score -4951383 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -4951390.500000 Penalty: 5056.219238
	Iteration 35Q: 3 clusters Score -4951390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -4951399.000000 Penalty: 5056.219238
	Iteration 36Q: 3 clusters Score -4951399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -4951413.000000 Penalty: 5056.219238
	Iteration 37Q: 3 clusters Score -4951413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -4951420.500000 Penalty: 5056.219238
	Iteration 38Q: 3 clusters Score -4951420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -4951428.500000 Penalty: 5056.219238
	Iteration 39Q: 3 clusters Score -4951428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -4951443.500000 Penalty: 5056.219238
	Iteration 40F: 3 clusters Score -4951444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -4951464.000000 Penalty: 5056.219238
	Iteration 41Q: 3 clusters Score -4951464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -4951452.500000 Penalty: 5056.219238
	Iteration 42Q: 3 clusters Score -4951452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -4951448.500000 Penalty: 5056.219238
	Iteration 43Q: 3 clusters Score -4951448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4951459.500000 Penalty: 5056.219238
	Iteration 44Q: 3 clusters Score -4951460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4951462.500000 Penalty: 5056.219238
	Iteration 45Q: 3 clusters Score -4951462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -4951466.500000 Penalty: 5056.219238
	Iteration 46Q: 3 clusters Score -4951466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -4951473.500000 Penalty: 5056.219238
	Iteration 47Q: 3 clusters Score -4951474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -4951481.500000 Penalty: 5056.219238
	Iteration 48Q: 3 clusters Score -4951482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -4951479.000000 Penalty: 5056.219238
	Iteration 49Q: 3 clusters Score -4951479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -4951485.500000 Penalty: 5056.219238
	Iteration 50Q: 3 clusters Score -4951486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -4951484.500000 Penalty: 5056.219238
	Iteration 51Q: 3 clusters Score -4951484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -4951489.500000 Penalty: 5056.219238
	Iteration 52Q: 3 clusters Score -4951490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -4951496.000000 Penalty: 5056.219238
	Iteration 53Q: 3 clusters Score -4951496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -4951492.000000 Penalty: 5056.219238
	Iteration 54Q: 3 clusters Score -4951492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -4951493.000000 Penalty: 5056.219238
	Iteration 55Q: 3 clusters Score -4951493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -4951500.500000 Penalty: 5056.219238
	Iteration 56Q: 3 clusters Score -4951500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -4951495.500000 Penalty: 5056.219238
	Iteration 57Q: 3 clusters Score -4951496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -4951497.500000 Penalty: 5056.219238
	Iteration 58Q: 3 clusters Score -4951498 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -4951501.000000 Penalty: 5056.219238
	Iteration 59Q: 3 clusters Score -4951501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -4951498.000000 Penalty: 5056.219238
	Iteration 60F: 3 clusters Score -4951498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -4951494.500000 Penalty: 5056.219238
	Iteration 61Q: 3 clusters Score -4951494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -4951491.500000 Penalty: 5056.219238
	Iteration 62Q: 3 clusters Score -4951492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -4951491.500000 Penalty: 5056.219238
	Iteration 63Q: 3 clusters Score -4951492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -4951494.500000 Penalty: 5056.219238
	Iteration 64Q: 3 clusters Score -4951494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4951495.500000 Penalty: 5056.219238
	Iteration 65Q: 3 clusters Score -4951496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -4951496.500000 Penalty: 5056.219238
	Iteration 66Q: 3 clusters Score -4951496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4951493.000000 Penalty: 5056.219238
	Iteration 67Q: 3 clusters Score -4951493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -4951502.500000 Penalty: 5056.219238
	Iteration 68Q: 3 clusters Score -4951502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -4951507.500000 Penalty: 5056.219238
	Iteration 69Q: 3 clusters Score -4951508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4951509.500000 Penalty: 5056.219238
	Iteration 70Q: 3 clusters Score -4951510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -4951514.500000 Penalty: 5056.219238
	Iteration 71Q: 3 clusters Score -4951514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4951520.000000 Penalty: 5056.219238
	Iteration 72Q: 3 clusters Score -4951520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -4951517.000000 Penalty: 5056.219238
	Iteration 73Q: 3 clusters Score -4951517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -4951520.000000 Penalty: 5056.219238
	Iteration 74Q: 3 clusters Score -4951520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -4951515.500000 Penalty: 5056.219238
	Iteration 75Q: 3 clusters Score -4951516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4951519.500000 Penalty: 5056.219238
	Iteration 76Q: 3 clusters Score -4951520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4951518.000000 Penalty: 5056.219238
	Iteration 77Q: 3 clusters Score -4951518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -4951527.500000 Penalty: 5056.219238
	Iteration 78Q: 3 clusters Score -4951528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -4951526.000000 Penalty: 5056.219238
	Iteration 79Q: 3 clusters Score -4951526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -4951525.500000 Penalty: 5056.219238
	Iteration 80F: 3 clusters Score -4951526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4951529.500000 Penalty: 5056.219238
	Iteration 81Q: 3 clusters Score -4951530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -4951520.000000 Penalty: 5056.219238
	Iteration 82Q: 3 clusters Score -4951520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -4951521.500000 Penalty: 5056.219238
	Iteration 83Q: 3 clusters Score -4951522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -4951523.000000 Penalty: 5056.219238
	Iteration 84Q: 3 clusters Score -4951523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -4951519.000000 Penalty: 5056.219238
	Iteration 85Q: 3 clusters Score -4951519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -4951519.000000 Penalty: 5056.219238
	Iteration 86F: 3 clusters Score -4951519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -120138.750000 Penalty: 1620.739746
	Iteration 0F: 2 clusters Score -120138.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -118448.789062 Penalty: 3241.479492
	Iteration 0F: 3 clusters Score -118448.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -118808.054688 Penalty: 3241.479492
	Iteration 1F: 3 clusters Score -118808.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -119020.492188 Penalty: 3241.479492
	Iteration 2F: 3 clusters Score -119020.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -119130.484375 Penalty: 3241.479492
	Iteration 3F: 3 clusters Score -119130.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -119193.617188 Penalty: 3241.479492
	Iteration 4Q: 3 clusters Score -119193.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -119238.546875 Penalty: 3241.479492
	Iteration 5Q: 3 clusters Score -119238.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -119268.210938 Penalty: 3241.479492
	Iteration 6Q: 3 clusters Score -119268.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -119301.750000 Penalty: 3241.479492
	Iteration 7Q: 3 clusters Score -119301.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -119326.156250 Penalty: 3241.479492
	Iteration 8Q: 3 clusters Score -119326.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -119345.632812 Penalty: 3241.479492
	Iteration 9Q: 3 clusters Score -119345.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -119350.671875 Penalty: 3241.479492
	Iteration 10Q: 3 clusters Score -119350.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -119356.265625 Penalty: 3241.479492
	Iteration 11Q: 3 clusters Score -119356.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -119370.312500 Penalty: 3241.479492
	Iteration 12Q: 3 clusters Score -119370.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -119381.429688 Penalty: 3241.479492
	Iteration 13Q: 3 clusters Score -119381.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -119394.312500 Penalty: 3241.479492
	Iteration 14Q: 3 clusters Score -119394.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -119411.593750 Penalty: 3241.479492
	Iteration 15Q: 3 clusters Score -119411.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -119420.890625 Penalty: 3241.479492
	Iteration 16Q: 3 clusters Score -119420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -119425.945312 Penalty: 3241.479492
	Iteration 17Q: 3 clusters Score -119425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -119433.039062 Penalty: 3241.479492
	Iteration 18Q: 3 clusters Score -119433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -119448.640625 Penalty: 3241.479492
	Iteration 19Q: 3 clusters Score -119448.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -119458.523438 Penalty: 3241.479492
	Iteration 20F: 3 clusters Score -119458.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -119461.789062 Penalty: 3241.479492
	Iteration 21Q: 3 clusters Score -119461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -119463.976562 Penalty: 3241.479492
	Iteration 22Q: 3 clusters Score -119464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -119463.976562 Penalty: 3241.479492
	Iteration 23F: 3 clusters Score -119464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -379421.656250 Penalty: 1914.344238
	Iteration 0F: 2 clusters Score -379421.7 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 1107 members 
Entering Unmasked Estep 
Score: -376782.062500 Penalty: 3828.688477
	Iteration 0F: 3 clusters Score -376782.1 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -378012.125000 Penalty: 3828.688477
	Iteration 1F: 3 clusters Score -378012.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -378592.656250 Penalty: 3828.688477
	Iteration 2F: 3 clusters Score -378592.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -378899.968750 Penalty: 3828.688477
	Iteration 3F: 3 clusters Score -378900 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -379098.000000 Penalty: 3828.688477
	Iteration 4F: 3 clusters Score -379098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -379238.218750 Penalty: 3828.688477
	Iteration 5Q: 3 clusters Score -379238.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -379309.843750 Penalty: 3828.688477
	Iteration 6Q: 3 clusters Score -379309.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -379352.718750 Penalty: 3828.688477
	Iteration 7Q: 3 clusters Score -379352.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -379380.625000 Penalty: 3828.688477
	Iteration 8Q: 3 clusters Score -379380.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -379401.437500 Penalty: 3828.688477
	Iteration 9Q: 3 clusters Score -379401.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -379413.375000 Penalty: 3828.688477
	Iteration 10Q: 3 clusters Score -379413.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -379416.375000 Penalty: 3828.688477
	Iteration 11Q: 3 clusters Score -379416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -379417.937500 Penalty: 3828.688477
	Iteration 12Q: 3 clusters Score -379417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -379420.718750 Penalty: 3828.688477
	Iteration 13Q: 3 clusters Score -379420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -379422.343750 Penalty: 3828.688477
	Iteration 14Q: 3 clusters Score -379422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -379424.375000 Penalty: 3828.688477
	Iteration 15Q: 3 clusters Score -379424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -379425.093750 Penalty: 3828.688477
	Iteration 16Q: 3 clusters Score -379425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -379425.093750 Penalty: 3828.688477
	Iteration 17F: 3 clusters Score -379425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 44286 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44581 members 
Mstep: Class 5 contains 41859 members 
Mstep: Class 6 contains 23943 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43208 members 
Mstep: Class 9 contains 42631 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46198 members 
Mstep: Class 12 contains 47351 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 26742 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 32305 members 
Mstep: Class 18 contains 46892 members 
Mstep: Class 19 contains 41290 members 
Mstep: Class 20 contains 1786 members 
Mstep: Class 21 contains 46812 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43752 members 
Mstep: Class 24 contains 42437 members 
Mstep: Class 25 contains 40358 members 
Entering Unmasked Estep 
Score: -126937480.000000 Penalty: 83433.343750
Splitting cluster 16 changes total score from -126939032.000000 to -126937480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (32305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Entering Unmasked Estep 
Score: -5791614.500000 Penalty: 2574.978516
	Iteration 0F: 2 clusters Score -5791614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -5769530.000000 Penalty: 5149.957031
	Iteration 0F: 3 clusters Score -5769530 nChanged 14621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -5777398.500000 Penalty: 5149.957031
	Iteration 1F: 3 clusters Score -5777398 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -5777876.500000 Penalty: 5149.957031
	Iteration 2Q: 3 clusters Score -5777876 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -5778299.000000 Penalty: 5149.957031
	Iteration 3Q: 3 clusters Score -5778299 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -5778646.500000 Penalty: 5149.957031
	Iteration 4Q: 3 clusters Score -5778646 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -5779030.500000 Penalty: 5149.957031
	Iteration 5Q: 3 clusters Score -5779030 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -5779338.000000 Penalty: 5149.957031
	Iteration 6Q: 3 clusters Score -5779338 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -5779693.500000 Penalty: 5149.957031
	Iteration 7Q: 3 clusters Score -5779694 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -5780178.000000 Penalty: 5149.957031
	Iteration 8Q: 3 clusters Score -5780178 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -5780788.000000 Penalty: 5149.957031
	Iteration 9Q: 3 clusters Score -5780788 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -5781678.000000 Penalty: 5149.957031
	Iteration 10Q: 3 clusters Score -5781678 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -5782869.500000 Penalty: 5149.957031
	Iteration 11F: 3 clusters Score -5782870 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -5784520.000000 Penalty: 5149.957031
	Iteration 12F: 3 clusters Score -5784520 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -5786270.500000 Penalty: 5149.957031
	Iteration 13F: 3 clusters Score -5786270 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -5787630.500000 Penalty: 5149.957031
	Iteration 14Q: 3 clusters Score -5787630 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -5788665.000000 Penalty: 5149.957031
	Iteration 15Q: 3 clusters Score -5788665 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5789289.000000 Penalty: 5149.957031
	Iteration 16Q: 3 clusters Score -5789289 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5789716.500000 Penalty: 5149.957031
	Iteration 17Q: 3 clusters Score -5789716 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5789941.000000 Penalty: 5149.957031
	Iteration 18Q: 3 clusters Score -5789941 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5790061.500000 Penalty: 5149.957031
	Iteration 19Q: 3 clusters Score -5790062 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5790140.000000 Penalty: 5149.957031
	Iteration 20F: 3 clusters Score -5790140 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5790193.000000 Penalty: 5149.957031
	Iteration 21Q: 3 clusters Score -5790193 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5790241.000000 Penalty: 5149.957031
	Iteration 22Q: 3 clusters Score -5790241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5790262.000000 Penalty: 5149.957031
	Iteration 23Q: 3 clusters Score -5790262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5790281.500000 Penalty: 5149.957031
	Iteration 24Q: 3 clusters Score -5790282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5790299.500000 Penalty: 5149.957031
	Iteration 25Q: 3 clusters Score -5790300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5790311.000000 Penalty: 5149.957031
	Iteration 26Q: 3 clusters Score -5790311 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -5790325.000000 Penalty: 5149.957031
	Iteration 27Q: 3 clusters Score -5790325 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5790332.000000 Penalty: 5149.957031
	Iteration 28Q: 3 clusters Score -5790332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -5790325.500000 Penalty: 5149.957031
	Iteration 29Q: 3 clusters Score -5790326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5790329.500000 Penalty: 5149.957031
	Iteration 30Q: 3 clusters Score -5790330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5790347.000000 Penalty: 5149.957031
	Iteration 31Q: 3 clusters Score -5790347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5790347.500000 Penalty: 5149.957031
	Iteration 32Q: 3 clusters Score -5790348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5790348.500000 Penalty: 5149.957031
	Iteration 33Q: 3 clusters Score -5790348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5790352.000000 Penalty: 5149.957031
	Iteration 34Q: 3 clusters Score -5790352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5790353.500000 Penalty: 5149.957031
	Iteration 35Q: 3 clusters Score -5790354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5790354.000000 Penalty: 5149.957031
	Iteration 36Q: 3 clusters Score -5790354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -5790353.500000 Penalty: 5149.957031
	Iteration 37Q: 3 clusters Score -5790354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5790350.500000 Penalty: 5149.957031
	Iteration 38Q: 3 clusters Score -5790350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5790353.500000 Penalty: 5149.957031
	Iteration 39Q: 3 clusters Score -5790354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5790360.000000 Penalty: 5149.957031
	Iteration 40F: 3 clusters Score -5790360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5790358.000000 Penalty: 5149.957031
	Iteration 41Q: 3 clusters Score -5790358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5790360.000000 Penalty: 5149.957031
	Iteration 42Q: 3 clusters Score -5790360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5790361.500000 Penalty: 5149.957031
	Iteration 43Q: 3 clusters Score -5790362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5790359.000000 Penalty: 5149.957031
	Iteration 44Q: 3 clusters Score -5790359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5790359.000000 Penalty: 5149.957031
	Iteration 45F: 3 clusters Score -5790359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Entering Unmasked Estep 
Score: -8710161.000000 Penalty: 2667.389160
	Iteration 0F: 2 clusters Score -8710161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -8680422.000000 Penalty: 5334.778320
	Iteration 0F: 3 clusters Score -8680422 nChanged 21615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -8692038.000000 Penalty: 5334.778320
	Iteration 1F: 3 clusters Score -8692038 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -8692461.000000 Penalty: 5334.778320
	Iteration 2Q: 3 clusters Score -8692461 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -8692882.000000 Penalty: 5334.778320
	Iteration 3Q: 3 clusters Score -8692882 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -8693268.000000 Penalty: 5334.778320
	Iteration 4Q: 3 clusters Score -8693268 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -8693721.000000 Penalty: 5334.778320
	Iteration 5Q: 3 clusters Score -8693721 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -8694216.000000 Penalty: 5334.778320
	Iteration 6Q: 3 clusters Score -8694216 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -8694816.000000 Penalty: 5334.778320
	Iteration 7Q: 3 clusters Score -8694816 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -8695719.000000 Penalty: 5334.778320
	Iteration 8Q: 3 clusters Score -8695719 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -8697109.000000 Penalty: 5334.778320
	Iteration 9F: 3 clusters Score -8697109 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -8699222.000000 Penalty: 5334.778320
	Iteration 10F: 3 clusters Score -8699222 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -8701821.000000 Penalty: 5334.778320
	Iteration 11F: 3 clusters Score -8701821 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -8704270.000000 Penalty: 5334.778320
	Iteration 12F: 3 clusters Score -8704270 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -8706193.000000 Penalty: 5334.778320
	Iteration 13Q: 3 clusters Score -8706193 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -8707141.000000 Penalty: 5334.778320
	Iteration 14Q: 3 clusters Score -8707141 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -8707568.000000 Penalty: 5334.778320
	Iteration 15Q: 3 clusters Score -8707568 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -8707712.000000 Penalty: 5334.778320
	Iteration 16Q: 3 clusters Score -8707712 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -8707793.000000 Penalty: 5334.778320
	Iteration 17Q: 3 clusters Score -8707793 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -8707851.000000 Penalty: 5334.778320
	Iteration 18Q: 3 clusters Score -8707851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -8707885.000000 Penalty: 5334.778320
	Iteration 19Q: 3 clusters Score -8707885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -8707929.000000 Penalty: 5334.778320
	Iteration 20F: 3 clusters Score -8707929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -8707935.000000 Penalty: 5334.778320
	Iteration 21Q: 3 clusters Score -8707935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -8707935.000000 Penalty: 5334.778320
	Iteration 22Q: 3 clusters Score -8707935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -8707938.000000 Penalty: 5334.778320
	Iteration 23Q: 3 clusters Score -8707938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -8707938.000000 Penalty: 5334.778320
	Iteration 24Q: 3 clusters Score -8707938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -8707938.000000 Penalty: 5334.778320
	Iteration 25F: 3 clusters Score -8707938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Entering Unmasked Estep 
Score: -7565193.500000 Penalty: 2635.837158
	Iteration 0F: 2 clusters Score -7565194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -7537227.500000 Penalty: 5271.674316
	Iteration 0F: 3 clusters Score -7537228 nChanged 18921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -7547579.000000 Penalty: 5271.674316
	Iteration 1F: 3 clusters Score -7547579 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -7548273.500000 Penalty: 5271.674316
	Iteration 2Q: 3 clusters Score -7548274 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -7549245.000000 Penalty: 5271.674316
	Iteration 3Q: 3 clusters Score -7549245 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -7550595.500000 Penalty: 5271.674316
	Iteration 4F: 3 clusters Score -7550596 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -7552296.500000 Penalty: 5271.674316
	Iteration 5F: 3 clusters Score -7552296 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -7554600.000000 Penalty: 5271.674316
	Iteration 6F: 3 clusters Score -7554600 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -7557103.000000 Penalty: 5271.674316
	Iteration 7F: 3 clusters Score -7557103 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -7559215.500000 Penalty: 5271.674316
	Iteration 8F: 3 clusters Score -7559216 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -7560650.500000 Penalty: 5271.674316
	Iteration 9Q: 3 clusters Score -7560650 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -7561424.500000 Penalty: 5271.674316
	Iteration 10Q: 3 clusters Score -7561424 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -7561855.500000 Penalty: 5271.674316
	Iteration 11Q: 3 clusters Score -7561856 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -7562143.000000 Penalty: 5271.674316
	Iteration 12Q: 3 clusters Score -7562143 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -7562364.500000 Penalty: 5271.674316
	Iteration 13Q: 3 clusters Score -7562364 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -7562528.000000 Penalty: 5271.674316
	Iteration 14Q: 3 clusters Score -7562528 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -7562698.500000 Penalty: 5271.674316
	Iteration 15Q: 3 clusters Score -7562698 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -7562804.000000 Penalty: 5271.674316
	Iteration 16Q: 3 clusters Score -7562804 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -7562905.000000 Penalty: 5271.674316
	Iteration 17Q: 3 clusters Score -7562905 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -7562984.500000 Penalty: 5271.674316
	Iteration 18Q: 3 clusters Score -7562984 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -7563045.000000 Penalty: 5271.674316
	Iteration 19Q: 3 clusters Score -7563045 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -7563105.000000 Penalty: 5271.674316
	Iteration 20F: 3 clusters Score -7563105 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -7563129.000000 Penalty: 5271.674316
	Iteration 21Q: 3 clusters Score -7563129 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -7563165.000000 Penalty: 5271.674316
	Iteration 22Q: 3 clusters Score -7563165 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -7563178.500000 Penalty: 5271.674316
	Iteration 23Q: 3 clusters Score -7563178 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -7563173.000000 Penalty: 5271.674316
	Iteration 24Q: 3 clusters Score -7563173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -7563187.500000 Penalty: 5271.674316
	Iteration 25Q: 3 clusters Score -7563188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -7563198.000000 Penalty: 5271.674316
	Iteration 26Q: 3 clusters Score -7563198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -7563204.000000 Penalty: 5271.674316
	Iteration 27Q: 3 clusters Score -7563204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -7563220.500000 Penalty: 5271.674316
	Iteration 28Q: 3 clusters Score -7563220 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -7563235.000000 Penalty: 5271.674316
	Iteration 29Q: 3 clusters Score -7563235 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -7563263.000000 Penalty: 5271.674316
	Iteration 30Q: 3 clusters Score -7563263 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -7563258.500000 Penalty: 5271.674316
	Iteration 31Q: 3 clusters Score -7563258 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -7563287.000000 Penalty: 5271.674316
	Iteration 32Q: 3 clusters Score -7563287 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -7563288.000000 Penalty: 5271.674316
	Iteration 33Q: 3 clusters Score -7563288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -7563304.000000 Penalty: 5271.674316
	Iteration 34Q: 3 clusters Score -7563304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -7563308.500000 Penalty: 5271.674316
	Iteration 35Q: 3 clusters Score -7563308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -7563324.000000 Penalty: 5271.674316
	Iteration 36Q: 3 clusters Score -7563324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -7563343.500000 Penalty: 5271.674316
	Iteration 37Q: 3 clusters Score -7563344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -7563331.000000 Penalty: 5271.674316
	Iteration 38Q: 3 clusters Score -7563331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -7563342.500000 Penalty: 5271.674316
	Iteration 39Q: 3 clusters Score -7563342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -7563353.000000 Penalty: 5271.674316
	Iteration 40F: 3 clusters Score -7563353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -7563339.000000 Penalty: 5271.674316
	Iteration 41Q: 3 clusters Score -7563339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -7563352.000000 Penalty: 5271.674316
	Iteration 42Q: 3 clusters Score -7563352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -7563352.000000 Penalty: 5271.674316
	Iteration 43Q: 3 clusters Score -7563352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -7563364.000000 Penalty: 5271.674316
	Iteration 44Q: 3 clusters Score -7563364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -7563355.000000 Penalty: 5271.674316
	Iteration 45Q: 3 clusters Score -7563355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -7563374.000000 Penalty: 5271.674316
	Iteration 46Q: 3 clusters Score -7563374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -7563382.500000 Penalty: 5271.674316
	Iteration 47Q: 3 clusters Score -7563382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -7563373.000000 Penalty: 5271.674316
	Iteration 48Q: 3 clusters Score -7563373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -7563370.000000 Penalty: 5271.674316
	Iteration 49Q: 3 clusters Score -7563370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -7563372.500000 Penalty: 5271.674316
	Iteration 50Q: 3 clusters Score -7563372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -7563385.500000 Penalty: 5271.674316
	Iteration 51Q: 3 clusters Score -7563386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -7563383.500000 Penalty: 5271.674316
	Iteration 52Q: 3 clusters Score -7563384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -7563385.500000 Penalty: 5271.674316
	Iteration 53Q: 3 clusters Score -7563386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -7563376.500000 Penalty: 5271.674316
	Iteration 54Q: 3 clusters Score -7563376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -7563364.500000 Penalty: 5271.674316
	Iteration 55Q: 3 clusters Score -7563364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -7563373.500000 Penalty: 5271.674316
	Iteration 56Q: 3 clusters Score -7563374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -7563377.500000 Penalty: 5271.674316
	Iteration 57Q: 3 clusters Score -7563378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -7563378.500000 Penalty: 5271.674316
	Iteration 58Q: 3 clusters Score -7563378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -7563384.000000 Penalty: 5271.674316
	Iteration 59Q: 3 clusters Score -7563384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -7563383.000000 Penalty: 5271.674316
	Iteration 60F: 3 clusters Score -7563383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -7563387.500000 Penalty: 5271.674316
	Iteration 61Q: 3 clusters Score -7563388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -7563392.000000 Penalty: 5271.674316
	Iteration 62Q: 3 clusters Score -7563392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -7563388.500000 Penalty: 5271.674316
	Iteration 63Q: 3 clusters Score -7563388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -7563384.000000 Penalty: 5271.674316
	Iteration 64Q: 3 clusters Score -7563384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -7563387.000000 Penalty: 5271.674316
	Iteration 65Q: 3 clusters Score -7563387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -7563380.500000 Penalty: 5271.674316
	Iteration 66Q: 3 clusters Score -7563380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -7563380.500000 Penalty: 5271.674316
	Iteration 67F: 3 clusters Score -7563380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Entering Unmasked Estep 
Score: -8725700.000000 Penalty: 2666.965820
	Iteration 0F: 2 clusters Score -8725700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -8696371.000000 Penalty: 5333.931641
	Iteration 0F: 3 clusters Score -8696371 nChanged 21643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -8708244.000000 Penalty: 5333.931641
	Iteration 1F: 3 clusters Score -8708244 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -8708662.000000 Penalty: 5333.931641
	Iteration 2Q: 3 clusters Score -8708662 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -8709054.000000 Penalty: 5333.931641
	Iteration 3Q: 3 clusters Score -8709054 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -8709461.000000 Penalty: 5333.931641
	Iteration 4Q: 3 clusters Score -8709461 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -8709874.000000 Penalty: 5333.931641
	Iteration 5Q: 3 clusters Score -8709874 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -8710444.000000 Penalty: 5333.931641
	Iteration 6Q: 3 clusters Score -8710444 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -8711167.000000 Penalty: 5333.931641
	Iteration 7Q: 3 clusters Score -8711167 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -8712451.000000 Penalty: 5333.931641
	Iteration 8Q: 3 clusters Score -8712451 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -8714200.000000 Penalty: 5333.931641
	Iteration 9F: 3 clusters Score -8714200 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -8716418.000000 Penalty: 5333.931641
	Iteration 10F: 3 clusters Score -8716418 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -8718668.000000 Penalty: 5333.931641
	Iteration 11F: 3 clusters Score -8718668 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -8720543.000000 Penalty: 5333.931641
	Iteration 12F: 3 clusters Score -8720543 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -8721895.000000 Penalty: 5333.931641
	Iteration 13Q: 3 clusters Score -8721895 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -8722657.000000 Penalty: 5333.931641
	Iteration 14Q: 3 clusters Score -8722657 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8723016.000000 Penalty: 5333.931641
	Iteration 15Q: 3 clusters Score -8723016 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8723193.000000 Penalty: 5333.931641
	Iteration 16Q: 3 clusters Score -8723193 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8723312.000000 Penalty: 5333.931641
	Iteration 17Q: 3 clusters Score -8723312 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8723383.000000 Penalty: 5333.931641
	Iteration 18Q: 3 clusters Score -8723383 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8723421.000000 Penalty: 5333.931641
	Iteration 19Q: 3 clusters Score -8723421 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8723474.000000 Penalty: 5333.931641
	Iteration 20F: 3 clusters Score -8723474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8723504.000000 Penalty: 5333.931641
	Iteration 21Q: 3 clusters Score -8723504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8723511.000000 Penalty: 5333.931641
	Iteration 22Q: 3 clusters Score -8723511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8723513.000000 Penalty: 5333.931641
	Iteration 23Q: 3 clusters Score -8723513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8723516.000000 Penalty: 5333.931641
	Iteration 24Q: 3 clusters Score -8723516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8723513.000000 Penalty: 5333.931641
	Iteration 25Q: 3 clusters Score -8723513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8723513.000000 Penalty: 5333.931641
	Iteration 26Q: 3 clusters Score -8723513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8723511.000000 Penalty: 5333.931641
	Iteration 27Q: 3 clusters Score -8723511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8723511.000000 Penalty: 5333.931641
	Iteration 28F: 3 clusters Score -8723511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -119777.289062 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -119777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118036.937500 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -118036.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118357.890625 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -118357.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -118498.117188 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -118498.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -118606.031250 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -118606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -118699.554688 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -118699.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -118780.640625 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -118780.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -118881.984375 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -118882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -118948.843750 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -118948.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -118987.367188 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -118987.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -119011.351562 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -119011.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -119026.531250 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -119026.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -119031.617188 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -119031.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -119033.437500 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -119033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -119033.437500 Penalty: 3306.810547
	Iteration 13F: 3 clusters Score -119033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Entering Unmasked Estep 
Score: -8109700.500000 Penalty: 2650.200684
	Iteration 0F: 2 clusters Score -8109700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -8080778.000000 Penalty: 5300.401367
	Iteration 0F: 3 clusters Score -8080778 nChanged 19981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -8091630.000000 Penalty: 5300.401367
	Iteration 1F: 3 clusters Score -8091630 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -8092165.500000 Penalty: 5300.401367
	Iteration 2Q: 3 clusters Score -8092166 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -8092664.500000 Penalty: 5300.401367
	Iteration 3Q: 3 clusters Score -8092664 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -8093166.000000 Penalty: 5300.401367
	Iteration 4Q: 3 clusters Score -8093166 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -8093806.500000 Penalty: 5300.401367
	Iteration 5Q: 3 clusters Score -8093806 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -8094500.000000 Penalty: 5300.401367
	Iteration 6Q: 3 clusters Score -8094500 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -8095320.500000 Penalty: 5300.401367
	Iteration 7Q: 3 clusters Score -8095320 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -8096405.500000 Penalty: 5300.401367
	Iteration 8Q: 3 clusters Score -8096406 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -8097884.000000 Penalty: 5300.401367
	Iteration 9Q: 3 clusters Score -8097884 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -8099526.500000 Penalty: 5300.401367
	Iteration 10F: 3 clusters Score -8099526 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -8100909.000000 Penalty: 5300.401367
	Iteration 11F: 3 clusters Score -8100909 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -8101921.500000 Penalty: 5300.401367
	Iteration 12Q: 3 clusters Score -8101922 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -8102417.500000 Penalty: 5300.401367
	Iteration 13Q: 3 clusters Score -8102418 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -8102648.500000 Penalty: 5300.401367
	Iteration 14Q: 3 clusters Score -8102648 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -8102736.000000 Penalty: 5300.401367
	Iteration 15Q: 3 clusters Score -8102736 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -8102789.500000 Penalty: 5300.401367
	Iteration 16Q: 3 clusters Score -8102790 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -8102816.000000 Penalty: 5300.401367
	Iteration 17Q: 3 clusters Score -8102816 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -8102839.500000 Penalty: 5300.401367
	Iteration 18Q: 3 clusters Score -8102840 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -8102887.000000 Penalty: 5300.401367
	Iteration 19Q: 3 clusters Score -8102887 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -8102948.000000 Penalty: 5300.401367
	Iteration 20F: 3 clusters Score -8102948 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -8102968.500000 Penalty: 5300.401367
	Iteration 21Q: 3 clusters Score -8102968 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -8103042.000000 Penalty: 5300.401367
	Iteration 22Q: 3 clusters Score -8103042 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -8103092.000000 Penalty: 5300.401367
	Iteration 23Q: 3 clusters Score -8103092 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -8103125.000000 Penalty: 5300.401367
	Iteration 24Q: 3 clusters Score -8103125 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -8103170.500000 Penalty: 5300.401367
	Iteration 25Q: 3 clusters Score -8103170 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -8103160.000000 Penalty: 5300.401367
	Iteration 26Q: 3 clusters Score -8103160 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -8103214.500000 Penalty: 5300.401367
	Iteration 27Q: 3 clusters Score -8103214 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -8103273.500000 Penalty: 5300.401367
	Iteration 28Q: 3 clusters Score -8103274 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -8103365.500000 Penalty: 5300.401367
	Iteration 29Q: 3 clusters Score -8103366 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -8103465.000000 Penalty: 5300.401367
	Iteration 30Q: 3 clusters Score -8103465 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -8103487.500000 Penalty: 5300.401367
	Iteration 31Q: 3 clusters Score -8103488 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -8103532.000000 Penalty: 5300.401367
	Iteration 32Q: 3 clusters Score -8103532 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -8103591.000000 Penalty: 5300.401367
	Iteration 33Q: 3 clusters Score -8103591 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -8103694.000000 Penalty: 5300.401367
	Iteration 34Q: 3 clusters Score -8103694 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -8103803.000000 Penalty: 5300.401367
	Iteration 35Q: 3 clusters Score -8103803 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -8103864.500000 Penalty: 5300.401367
	Iteration 36Q: 3 clusters Score -8103864 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -8104003.000000 Penalty: 5300.401367
	Iteration 37Q: 3 clusters Score -8104003 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -8104100.500000 Penalty: 5300.401367
	Iteration 38Q: 3 clusters Score -8104100 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -8104162.000000 Penalty: 5300.401367
	Iteration 39Q: 3 clusters Score -8104162 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -8104255.000000 Penalty: 5300.401367
	Iteration 40F: 3 clusters Score -8104255 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -8104339.500000 Penalty: 5300.401367
	Iteration 41Q: 3 clusters Score -8104340 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -8104431.500000 Penalty: 5300.401367
	Iteration 42Q: 3 clusters Score -8104432 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -8104527.000000 Penalty: 5300.401367
	Iteration 43Q: 3 clusters Score -8104527 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -8104615.000000 Penalty: 5300.401367
	Iteration 44Q: 3 clusters Score -8104615 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -8104660.500000 Penalty: 5300.401367
	Iteration 45Q: 3 clusters Score -8104660 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -8104730.500000 Penalty: 5300.401367
	Iteration 46Q: 3 clusters Score -8104730 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -8104823.500000 Penalty: 5300.401367
	Iteration 47Q: 3 clusters Score -8104824 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -8104893.500000 Penalty: 5300.401367
	Iteration 48Q: 3 clusters Score -8104894 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -8104970.500000 Penalty: 5300.401367
	Iteration 49Q: 3 clusters Score -8104970 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -8105067.500000 Penalty: 5300.401367
	Iteration 50Q: 3 clusters Score -8105068 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -8105147.500000 Penalty: 5300.401367
	Iteration 51Q: 3 clusters Score -8105148 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -8105233.000000 Penalty: 5300.401367
	Iteration 52Q: 3 clusters Score -8105233 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -8105355.500000 Penalty: 5300.401367
	Iteration 53Q: 3 clusters Score -8105356 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -8105452.500000 Penalty: 5300.401367
	Iteration 54Q: 3 clusters Score -8105452 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -8105541.000000 Penalty: 5300.401367
	Iteration 55Q: 3 clusters Score -8105541 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -8105656.500000 Penalty: 5300.401367
	Iteration 56Q: 3 clusters Score -8105656 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -8105737.500000 Penalty: 5300.401367
	Iteration 57Q: 3 clusters Score -8105738 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -8105832.000000 Penalty: 5300.401367
	Iteration 58Q: 3 clusters Score -8105832 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -8105937.000000 Penalty: 5300.401367
	Iteration 59Q: 3 clusters Score -8105937 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -8106038.000000 Penalty: 5300.401367
	Iteration 60F: 3 clusters Score -8106038 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -8106125.500000 Penalty: 5300.401367
	Iteration 61Q: 3 clusters Score -8106126 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -8106190.000000 Penalty: 5300.401367
	Iteration 62Q: 3 clusters Score -8106190 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -8106264.000000 Penalty: 5300.401367
	Iteration 63Q: 3 clusters Score -8106264 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -8106339.500000 Penalty: 5300.401367
	Iteration 64Q: 3 clusters Score -8106340 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -8106461.500000 Penalty: 5300.401367
	Iteration 65Q: 3 clusters Score -8106462 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -8106546.500000 Penalty: 5300.401367
	Iteration 66Q: 3 clusters Score -8106546 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -8106643.000000 Penalty: 5300.401367
	Iteration 67Q: 3 clusters Score -8106643 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -8106752.000000 Penalty: 5300.401367
	Iteration 68Q: 3 clusters Score -8106752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -8106810.500000 Penalty: 5300.401367
	Iteration 69Q: 3 clusters Score -8106810 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -8106865.000000 Penalty: 5300.401367
	Iteration 70Q: 3 clusters Score -8106865 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -8106913.000000 Penalty: 5300.401367
	Iteration 71Q: 3 clusters Score -8106913 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -8106969.500000 Penalty: 5300.401367
	Iteration 72Q: 3 clusters Score -8106970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -8107022.500000 Penalty: 5300.401367
	Iteration 73Q: 3 clusters Score -8107022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -8107062.000000 Penalty: 5300.401367
	Iteration 74Q: 3 clusters Score -8107062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -8107106.000000 Penalty: 5300.401367
	Iteration 75Q: 3 clusters Score -8107106 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -8107145.500000 Penalty: 5300.401367
	Iteration 76Q: 3 clusters Score -8107146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -8107160.000000 Penalty: 5300.401367
	Iteration 77Q: 3 clusters Score -8107160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -8107192.000000 Penalty: 5300.401367
	Iteration 78Q: 3 clusters Score -8107192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -8107212.000000 Penalty: 5300.401367
	Iteration 79Q: 3 clusters Score -8107212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -8107231.000000 Penalty: 5300.401367
	Iteration 80F: 3 clusters Score -8107231 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -8107254.000000 Penalty: 5300.401367
	Iteration 81Q: 3 clusters Score -8107254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -8107260.000000 Penalty: 5300.401367
	Iteration 82Q: 3 clusters Score -8107260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -8107270.000000 Penalty: 5300.401367
	Iteration 83Q: 3 clusters Score -8107270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -8107283.000000 Penalty: 5300.401367
	Iteration 84Q: 3 clusters Score -8107283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -8107287.000000 Penalty: 5300.401367
	Iteration 85Q: 3 clusters Score -8107287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -8107296.000000 Penalty: 5300.401367
	Iteration 86Q: 3 clusters Score -8107296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -8107306.000000 Penalty: 5300.401367
	Iteration 87Q: 3 clusters Score -8107306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -8107311.500000 Penalty: 5300.401367
	Iteration 88Q: 3 clusters Score -8107312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -8107308.500000 Penalty: 5300.401367
	Iteration 89Q: 3 clusters Score -8107308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -8107320.000000 Penalty: 5300.401367
	Iteration 90Q: 3 clusters Score -8107320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -8107321.500000 Penalty: 5300.401367
	Iteration 91Q: 3 clusters Score -8107322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -8107320.000000 Penalty: 5300.401367
	Iteration 92Q: 3 clusters Score -8107320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -8107331.000000 Penalty: 5300.401367
	Iteration 93Q: 3 clusters Score -8107331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -8107331.000000 Penalty: 5300.401367
	Iteration 94Q: 3 clusters Score -8107331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -8107327.000000 Penalty: 5300.401367
	Iteration 95Q: 3 clusters Score -8107327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -8107331.500000 Penalty: 5300.401367
	Iteration 96Q: 3 clusters Score -8107332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8107335.500000 Penalty: 5300.401367
	Iteration 97Q: 3 clusters Score -8107336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -8107333.500000 Penalty: 5300.401367
	Iteration 98Q: 3 clusters Score -8107334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -8107336.500000 Penalty: 5300.401367
	Iteration 99Q: 3 clusters Score -8107336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -8107336.500000 Penalty: 5300.401367
	Iteration 100F: 3 clusters Score -8107336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -8107341.000000 Penalty: 5300.401367
	Iteration 101Q: 3 clusters Score -8107341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -8107340.000000 Penalty: 5300.401367
	Iteration 102Q: 3 clusters Score -8107340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -8107352.000000 Penalty: 5300.401367
	Iteration 103Q: 3 clusters Score -8107352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -8107348.500000 Penalty: 5300.401367
	Iteration 104Q: 3 clusters Score -8107348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -8107349.500000 Penalty: 5300.401367
	Iteration 105Q: 3 clusters Score -8107350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8107352.000000 Penalty: 5300.401367
	Iteration 106Q: 3 clusters Score -8107352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -8107359.000000 Penalty: 5300.401367
	Iteration 107Q: 3 clusters Score -8107359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -8107356.000000 Penalty: 5300.401367
	Iteration 108Q: 3 clusters Score -8107356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -8107354.500000 Penalty: 5300.401367
	Iteration 109Q: 3 clusters Score -8107354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -8107354.500000 Penalty: 5300.401367
	Iteration 110F: 3 clusters Score -8107354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Entering Unmasked Estep 
Score: -7850109.000000 Penalty: 2642.632568
	Iteration 0F: 2 clusters Score -7850109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -7821645.500000 Penalty: 5285.265137
	Iteration 0F: 3 clusters Score -7821646 nChanged 19508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -7832210.000000 Penalty: 5285.265137
	Iteration 1F: 3 clusters Score -7832210 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -7832919.000000 Penalty: 5285.265137
	Iteration 2Q: 3 clusters Score -7832919 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -7833799.000000 Penalty: 5285.265137
	Iteration 3Q: 3 clusters Score -7833799 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -7834859.000000 Penalty: 5285.265137
	Iteration 4Q: 3 clusters Score -7834859 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -7836152.000000 Penalty: 5285.265137
	Iteration 5F: 3 clusters Score -7836152 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -7837736.000000 Penalty: 5285.265137
	Iteration 6F: 3 clusters Score -7837736 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -7839538.000000 Penalty: 5285.265137
	Iteration 7F: 3 clusters Score -7839538 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -7841637.500000 Penalty: 5285.265137
	Iteration 8F: 3 clusters Score -7841638 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -7843466.000000 Penalty: 5285.265137
	Iteration 9F: 3 clusters Score -7843466 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -7844600.500000 Penalty: 5285.265137
	Iteration 10F: 3 clusters Score -7844600 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -7845221.000000 Penalty: 5285.265137
	Iteration 11Q: 3 clusters Score -7845221 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -7845698.500000 Penalty: 5285.265137
	Iteration 12Q: 3 clusters Score -7845698 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -7846042.500000 Penalty: 5285.265137
	Iteration 13Q: 3 clusters Score -7846042 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -7846363.500000 Penalty: 5285.265137
	Iteration 14Q: 3 clusters Score -7846364 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -7846589.000000 Penalty: 5285.265137
	Iteration 15Q: 3 clusters Score -7846589 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -7846783.000000 Penalty: 5285.265137
	Iteration 16Q: 3 clusters Score -7846783 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -7846915.500000 Penalty: 5285.265137
	Iteration 17Q: 3 clusters Score -7846916 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -7846986.500000 Penalty: 5285.265137
	Iteration 18Q: 3 clusters Score -7846986 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -7847039.500000 Penalty: 5285.265137
	Iteration 19Q: 3 clusters Score -7847040 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -7847101.000000 Penalty: 5285.265137
	Iteration 20F: 3 clusters Score -7847101 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -7847161.000000 Penalty: 5285.265137
	Iteration 21Q: 3 clusters Score -7847161 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -7847178.500000 Penalty: 5285.265137
	Iteration 22Q: 3 clusters Score -7847178 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -7847204.500000 Penalty: 5285.265137
	Iteration 23Q: 3 clusters Score -7847204 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -7847251.500000 Penalty: 5285.265137
	Iteration 24Q: 3 clusters Score -7847252 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -7847294.000000 Penalty: 5285.265137
	Iteration 25Q: 3 clusters Score -7847294 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -7847317.000000 Penalty: 5285.265137
	Iteration 26Q: 3 clusters Score -7847317 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -7847361.500000 Penalty: 5285.265137
	Iteration 27Q: 3 clusters Score -7847362 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -7847394.000000 Penalty: 5285.265137
	Iteration 28Q: 3 clusters Score -7847394 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -7847430.000000 Penalty: 5285.265137
	Iteration 29Q: 3 clusters Score -7847430 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -7847454.500000 Penalty: 5285.265137
	Iteration 30Q: 3 clusters Score -7847454 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -7847488.500000 Penalty: 5285.265137
	Iteration 31Q: 3 clusters Score -7847488 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -7847505.500000 Penalty: 5285.265137
	Iteration 32Q: 3 clusters Score -7847506 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -7847559.500000 Penalty: 5285.265137
	Iteration 33Q: 3 clusters Score -7847560 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -7847606.500000 Penalty: 5285.265137
	Iteration 34Q: 3 clusters Score -7847606 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -7847608.000000 Penalty: 5285.265137
	Iteration 35Q: 3 clusters Score -7847608 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -7847658.000000 Penalty: 5285.265137
	Iteration 36Q: 3 clusters Score -7847658 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -7847712.000000 Penalty: 5285.265137
	Iteration 37Q: 3 clusters Score -7847712 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -7847751.500000 Penalty: 5285.265137
	Iteration 38Q: 3 clusters Score -7847752 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -7847780.000000 Penalty: 5285.265137
	Iteration 39Q: 3 clusters Score -7847780 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -7847809.500000 Penalty: 5285.265137
	Iteration 40F: 3 clusters Score -7847810 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -7847806.500000 Penalty: 5285.265137
	Iteration 41Q: 3 clusters Score -7847806 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -7847832.000000 Penalty: 5285.265137
	Iteration 42Q: 3 clusters Score -7847832 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -7847869.500000 Penalty: 5285.265137
	Iteration 43Q: 3 clusters Score -7847870 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -7847904.500000 Penalty: 5285.265137
	Iteration 44Q: 3 clusters Score -7847904 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -7847905.000000 Penalty: 5285.265137
	Iteration 45Q: 3 clusters Score -7847905 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -7847927.000000 Penalty: 5285.265137
	Iteration 46Q: 3 clusters Score -7847927 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -7847958.000000 Penalty: 5285.265137
	Iteration 47Q: 3 clusters Score -7847958 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -7847979.000000 Penalty: 5285.265137
	Iteration 48Q: 3 clusters Score -7847979 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -7847993.500000 Penalty: 5285.265137
	Iteration 49Q: 3 clusters Score -7847994 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -7848010.000000 Penalty: 5285.265137
	Iteration 50Q: 3 clusters Score -7848010 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -7848048.500000 Penalty: 5285.265137
	Iteration 51Q: 3 clusters Score -7848048 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -7848082.500000 Penalty: 5285.265137
	Iteration 52Q: 3 clusters Score -7848082 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -7848084.500000 Penalty: 5285.265137
	Iteration 53Q: 3 clusters Score -7848084 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -7848092.500000 Penalty: 5285.265137
	Iteration 54Q: 3 clusters Score -7848092 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -7848117.000000 Penalty: 5285.265137
	Iteration 55Q: 3 clusters Score -7848117 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -7848127.000000 Penalty: 5285.265137
	Iteration 56Q: 3 clusters Score -7848127 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -7848119.500000 Penalty: 5285.265137
	Iteration 57Q: 3 clusters Score -7848120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -7848120.500000 Penalty: 5285.265137
	Iteration 58Q: 3 clusters Score -7848120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -7848139.000000 Penalty: 5285.265137
	Iteration 59Q: 3 clusters Score -7848139 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -7848134.500000 Penalty: 5285.265137
	Iteration 60F: 3 clusters Score -7848134 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -7848147.500000 Penalty: 5285.265137
	Iteration 61Q: 3 clusters Score -7848148 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -7848134.500000 Penalty: 5285.265137
	Iteration 62Q: 3 clusters Score -7848134 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -7848146.500000 Penalty: 5285.265137
	Iteration 63Q: 3 clusters Score -7848146 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -7848201.000000 Penalty: 5285.265137
	Iteration 64Q: 3 clusters Score -7848201 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -7848230.500000 Penalty: 5285.265137
	Iteration 65Q: 3 clusters Score -7848230 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -7848209.000000 Penalty: 5285.265137
	Iteration 66Q: 3 clusters Score -7848209 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -7848232.000000 Penalty: 5285.265137
	Iteration 67Q: 3 clusters Score -7848232 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -7848245.000000 Penalty: 5285.265137
	Iteration 68Q: 3 clusters Score -7848245 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -7848298.000000 Penalty: 5285.265137
	Iteration 69Q: 3 clusters Score -7848298 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -7848315.500000 Penalty: 5285.265137
	Iteration 70Q: 3 clusters Score -7848316 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -7848303.500000 Penalty: 5285.265137
	Iteration 71Q: 3 clusters Score -7848304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -7848300.000000 Penalty: 5285.265137
	Iteration 72Q: 3 clusters Score -7848300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -7848302.000000 Penalty: 5285.265137
	Iteration 73Q: 3 clusters Score -7848302 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -7848312.500000 Penalty: 5285.265137
	Iteration 74Q: 3 clusters Score -7848312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -7848343.500000 Penalty: 5285.265137
	Iteration 75Q: 3 clusters Score -7848344 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -7848353.500000 Penalty: 5285.265137
	Iteration 76Q: 3 clusters Score -7848354 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -7848386.000000 Penalty: 5285.265137
	Iteration 77Q: 3 clusters Score -7848386 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -7848405.500000 Penalty: 5285.265137
	Iteration 78Q: 3 clusters Score -7848406 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -7848382.500000 Penalty: 5285.265137
	Iteration 79Q: 3 clusters Score -7848382 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -7848418.000000 Penalty: 5285.265137
	Iteration 80F: 3 clusters Score -7848418 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -7848449.500000 Penalty: 5285.265137
	Iteration 81Q: 3 clusters Score -7848450 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -7848452.500000 Penalty: 5285.265137
	Iteration 82Q: 3 clusters Score -7848452 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -7848486.000000 Penalty: 5285.265137
	Iteration 83Q: 3 clusters Score -7848486 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -7848500.500000 Penalty: 5285.265137
	Iteration 84Q: 3 clusters Score -7848500 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -7848533.500000 Penalty: 5285.265137
	Iteration 85Q: 3 clusters Score -7848534 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -7848576.000000 Penalty: 5285.265137
	Iteration 86Q: 3 clusters Score -7848576 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -7848593.000000 Penalty: 5285.265137
	Iteration 87Q: 3 clusters Score -7848593 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -7848599.500000 Penalty: 5285.265137
	Iteration 88Q: 3 clusters Score -7848600 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -7848630.000000 Penalty: 5285.265137
	Iteration 89Q: 3 clusters Score -7848630 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -7848628.000000 Penalty: 5285.265137
	Iteration 90Q: 3 clusters Score -7848628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -7848650.000000 Penalty: 5285.265137
	Iteration 91Q: 3 clusters Score -7848650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -7848681.000000 Penalty: 5285.265137
	Iteration 92Q: 3 clusters Score -7848681 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -7848675.000000 Penalty: 5285.265137
	Iteration 93Q: 3 clusters Score -7848675 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -7848679.500000 Penalty: 5285.265137
	Iteration 94Q: 3 clusters Score -7848680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -7848701.000000 Penalty: 5285.265137
	Iteration 95Q: 3 clusters Score -7848701 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -7848715.000000 Penalty: 5285.265137
	Iteration 96Q: 3 clusters Score -7848715 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -7848693.000000 Penalty: 5285.265137
	Iteration 97Q: 3 clusters Score -7848693 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -7848715.500000 Penalty: 5285.265137
	Iteration 98Q: 3 clusters Score -7848716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -7848721.500000 Penalty: 5285.265137
	Iteration 99Q: 3 clusters Score -7848722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -7848731.500000 Penalty: 5285.265137
	Iteration 100F: 3 clusters Score -7848732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -7848745.500000 Penalty: 5285.265137
	Iteration 101Q: 3 clusters Score -7848746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -7848751.000000 Penalty: 5285.265137
	Iteration 102Q: 3 clusters Score -7848751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -7848761.000000 Penalty: 5285.265137
	Iteration 103Q: 3 clusters Score -7848761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -7848778.500000 Penalty: 5285.265137
	Iteration 104Q: 3 clusters Score -7848778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -7848777.000000 Penalty: 5285.265137
	Iteration 105Q: 3 clusters Score -7848777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -7848787.000000 Penalty: 5285.265137
	Iteration 106Q: 3 clusters Score -7848787 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -7848778.500000 Penalty: 5285.265137
	Iteration 107Q: 3 clusters Score -7848778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -7848795.500000 Penalty: 5285.265137
	Iteration 108Q: 3 clusters Score -7848796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -7848786.000000 Penalty: 5285.265137
	Iteration 109Q: 3 clusters Score -7848786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -7848792.000000 Penalty: 5285.265137
	Iteration 110Q: 3 clusters Score -7848792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -7848803.000000 Penalty: 5285.265137
	Iteration 111Q: 3 clusters Score -7848803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -7848814.000000 Penalty: 5285.265137
	Iteration 112Q: 3 clusters Score -7848814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -7848806.000000 Penalty: 5285.265137
	Iteration 113Q: 3 clusters Score -7848806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -7848796.500000 Penalty: 5285.265137
	Iteration 114Q: 3 clusters Score -7848796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -7848788.500000 Penalty: 5285.265137
	Iteration 115Q: 3 clusters Score -7848788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -7848783.000000 Penalty: 5285.265137
	Iteration 116Q: 3 clusters Score -7848783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -7848776.000000 Penalty: 5285.265137
	Iteration 117Q: 3 clusters Score -7848776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -7848774.500000 Penalty: 5285.265137
	Iteration 118Q: 3 clusters Score -7848774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -7848775.500000 Penalty: 5285.265137
	Iteration 119Q: 3 clusters Score -7848776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -7848772.000000 Penalty: 5285.265137
	Iteration 120F: 3 clusters Score -7848772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (40358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Entering Unmasked Estep 
Score: -7485091.500000 Penalty: 2630.175293
	Iteration 0F: 2 clusters Score -7485092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -7458291.500000 Penalty: 5260.350586
	Iteration 0F: 3 clusters Score -7458292 nChanged 18374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -7468124.500000 Penalty: 5260.350586
	Iteration 1F: 3 clusters Score -7468124 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -7468628.500000 Penalty: 5260.350586
	Iteration 2Q: 3 clusters Score -7468628 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -7469086.500000 Penalty: 5260.350586
	Iteration 3Q: 3 clusters Score -7469086 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -7469620.000000 Penalty: 5260.350586
	Iteration 4Q: 3 clusters Score -7469620 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -7470234.500000 Penalty: 5260.350586
	Iteration 5Q: 3 clusters Score -7470234 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -7471135.500000 Penalty: 5260.350586
	Iteration 6Q: 3 clusters Score -7471136 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -7472386.000000 Penalty: 5260.350586
	Iteration 7F: 3 clusters Score -7472386 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -7474243.500000 Penalty: 5260.350586
	Iteration 8F: 3 clusters Score -7474244 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -7476471.500000 Penalty: 5260.350586
	Iteration 9F: 3 clusters Score -7476472 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -7478573.500000 Penalty: 5260.350586
	Iteration 10F: 3 clusters Score -7478574 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -7480301.000000 Penalty: 5260.350586
	Iteration 11Q: 3 clusters Score -7480301 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -7481375.000000 Penalty: 5260.350586
	Iteration 12Q: 3 clusters Score -7481375 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -7481973.000000 Penalty: 5260.350586
	Iteration 13Q: 3 clusters Score -7481973 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7482338.500000 Penalty: 5260.350586
	Iteration 14Q: 3 clusters Score -7482338 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -7482636.500000 Penalty: 5260.350586
	Iteration 15Q: 3 clusters Score -7482636 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7482815.500000 Penalty: 5260.350586
	Iteration 16Q: 3 clusters Score -7482816 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7482927.000000 Penalty: 5260.350586
	Iteration 17Q: 3 clusters Score -7482927 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7482985.000000 Penalty: 5260.350586
	Iteration 18Q: 3 clusters Score -7482985 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7483079.000000 Penalty: 5260.350586
	Iteration 19Q: 3 clusters Score -7483079 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7483151.500000 Penalty: 5260.350586
	Iteration 20F: 3 clusters Score -7483152 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -7483182.500000 Penalty: 5260.350586
	Iteration 21Q: 3 clusters Score -7483182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7483206.500000 Penalty: 5260.350586
	Iteration 22Q: 3 clusters Score -7483206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7483216.000000 Penalty: 5260.350586
	Iteration 23Q: 3 clusters Score -7483216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7483227.500000 Penalty: 5260.350586
	Iteration 24Q: 3 clusters Score -7483228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7483230.500000 Penalty: 5260.350586
	Iteration 25Q: 3 clusters Score -7483230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7483233.000000 Penalty: 5260.350586
	Iteration 26Q: 3 clusters Score -7483233 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7483238.500000 Penalty: 5260.350586
	Iteration 27Q: 3 clusters Score -7483238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -7483226.500000 Penalty: 5260.350586
	Iteration 28Q: 3 clusters Score -7483226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7483239.000000 Penalty: 5260.350586
	Iteration 29Q: 3 clusters Score -7483239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7483234.500000 Penalty: 5260.350586
	Iteration 30Q: 3 clusters Score -7483234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7483238.500000 Penalty: 5260.350586
	Iteration 31Q: 3 clusters Score -7483238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7483232.500000 Penalty: 5260.350586
	Iteration 32Q: 3 clusters Score -7483232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7483233.500000 Penalty: 5260.350586
	Iteration 33Q: 3 clusters Score -7483234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7483237.500000 Penalty: 5260.350586
	Iteration 34Q: 3 clusters Score -7483238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7483240.500000 Penalty: 5260.350586
	Iteration 35Q: 3 clusters Score -7483240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7483247.000000 Penalty: 5260.350586
	Iteration 36Q: 3 clusters Score -7483247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7483237.500000 Penalty: 5260.350586
	Iteration 37Q: 3 clusters Score -7483238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7483241.000000 Penalty: 5260.350586
	Iteration 38Q: 3 clusters Score -7483241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7483243.500000 Penalty: 5260.350586
	Iteration 39Q: 3 clusters Score -7483244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7483243.500000 Penalty: 5260.350586
	Iteration 40F: 3 clusters Score -7483244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 44286 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44581 members 
Mstep: Class 5 contains 41859 members 
Mstep: Class 6 contains 23943 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43208 members 
Mstep: Class 9 contains 42631 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46198 members 
Mstep: Class 12 contains 47351 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 26742 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32305 members 
Mstep: Class 18 contains 46892 members 
Mstep: Class 19 contains 41290 members 
Mstep: Class 21 contains 46812 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43752 members 
Mstep: Class 24 contains 42437 members 
Mstep: Class 25 contains 40358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939032.000000 Penalty: 80096.007812
Iteration 359Q: 25 clusters Score -1.26939e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 44279 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44585 members 
Mstep: Class 5 contains 41856 members 
Mstep: Class 6 contains 23917 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43208 members 
Mstep: Class 9 contains 42628 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46184 members 
Mstep: Class 12 contains 47334 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 26889 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32299 members 
Mstep: Class 18 contains 46859 members 
Mstep: Class 19 contains 41299 members 
Mstep: Class 21 contains 46795 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43759 members 
Mstep: Class 24 contains 42440 members 
Mstep: Class 25 contains 40342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939288.000000 Penalty: 80096.007812
Iteration 360F: 25 clusters Score -1.269393e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 44276 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44583 members 
Mstep: Class 5 contains 41862 members 
Mstep: Class 6 contains 23902 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43205 members 
Mstep: Class 9 contains 42594 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46167 members 
Mstep: Class 12 contains 47307 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 27073 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32296 members 
Mstep: Class 18 contains 46807 members 
Mstep: Class 19 contains 41289 members 
Mstep: Class 21 contains 46795 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43764 members 
Mstep: Class 24 contains 42435 members 
Mstep: Class 25 contains 40336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939384.000000 Penalty: 80096.007812
Iteration 361Q: 25 clusters Score -1.269394e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 44282 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44589 members 
Mstep: Class 5 contains 41873 members 
Mstep: Class 6 contains 23886 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43202 members 
Mstep: Class 9 contains 42573 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46140 members 
Mstep: Class 12 contains 47292 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 27257 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32295 members 
Mstep: Class 18 contains 46766 members 
Mstep: Class 19 contains 41298 members 
Mstep: Class 21 contains 46785 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43734 members 
Mstep: Class 24 contains 42435 members 
Mstep: Class 25 contains 40325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939408.000000 Penalty: 80096.007812
Iteration 362Q: 25 clusters Score -1.269394e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 44260 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44586 members 
Mstep: Class 5 contains 41889 members 
Mstep: Class 6 contains 23862 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43226 members 
Mstep: Class 9 contains 42545 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46117 members 
Mstep: Class 12 contains 47265 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 27458 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32295 members 
Mstep: Class 18 contains 46707 members 
Mstep: Class 19 contains 41302 members 
Mstep: Class 21 contains 46771 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43716 members 
Mstep: Class 24 contains 42430 members 
Mstep: Class 25 contains 40327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939560.000000 Penalty: 80096.007812
Iteration 363Q: 25 clusters Score -1.269396e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 44243 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44596 members 
Mstep: Class 5 contains 41902 members 
Mstep: Class 6 contains 23846 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43249 members 
Mstep: Class 9 contains 42501 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46085 members 
Mstep: Class 12 contains 47263 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 27690 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32291 members 
Mstep: Class 18 contains 46633 members 
Mstep: Class 19 contains 41312 members 
Mstep: Class 21 contains 46751 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43678 members 
Mstep: Class 24 contains 42418 members 
Mstep: Class 25 contains 40322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939904.000000 Penalty: 80096.007812
Iteration 364Q: 25 clusters Score -1.269399e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 44228 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44607 members 
Mstep: Class 5 contains 41903 members 
Mstep: Class 6 contains 23827 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43247 members 
Mstep: Class 9 contains 42440 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46064 members 
Mstep: Class 12 contains 47272 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 27902 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32288 members 
Mstep: Class 18 contains 46574 members 
Mstep: Class 19 contains 41313 members 
Mstep: Class 21 contains 46742 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43675 members 
Mstep: Class 24 contains 42409 members 
Mstep: Class 25 contains 40322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939712.000000 Penalty: 80096.007812
Iteration 365Q: 25 clusters Score -1.269397e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 44217 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44614 members 
Mstep: Class 5 contains 41901 members 
Mstep: Class 6 contains 23811 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43267 members 
Mstep: Class 9 contains 42410 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 46004 members 
Mstep: Class 12 contains 47247 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 28131 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32284 members 
Mstep: Class 18 contains 46546 members 
Mstep: Class 19 contains 41304 members 
Mstep: Class 21 contains 46708 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43682 members 
Mstep: Class 24 contains 42406 members 
Mstep: Class 25 contains 40309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940008.000000 Penalty: 80096.007812
Iteration 366Q: 25 clusters Score -1.2694e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 44198 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44607 members 
Mstep: Class 5 contains 41910 members 
Mstep: Class 6 contains 23784 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43265 members 
Mstep: Class 9 contains 42403 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45944 members 
Mstep: Class 12 contains 47217 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 28395 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32280 members 
Mstep: Class 18 contains 46521 members 
Mstep: Class 19 contains 41296 members 
Mstep: Class 21 contains 46674 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43660 members 
Mstep: Class 24 contains 42408 members 
Mstep: Class 25 contains 40297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939968.000000 Penalty: 80096.007812
Iteration 367Q: 25 clusters Score -1.2694e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 44192 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44604 members 
Mstep: Class 5 contains 41903 members 
Mstep: Class 6 contains 23755 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43272 members 
Mstep: Class 9 contains 42384 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45895 members 
Mstep: Class 12 contains 47187 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 28676 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32278 members 
Mstep: Class 18 contains 46471 members 
Mstep: Class 19 contains 41280 members 
Mstep: Class 21 contains 46630 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43642 members 
Mstep: Class 24 contains 42413 members 
Mstep: Class 25 contains 40287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940464.000000 Penalty: 80096.007812
Iteration 368Q: 25 clusters Score -1.269405e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 44208 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44612 members 
Mstep: Class 5 contains 41906 members 
Mstep: Class 6 contains 23729 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43290 members 
Mstep: Class 9 contains 42384 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45844 members 
Mstep: Class 12 contains 47154 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 28952 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32277 members 
Mstep: Class 18 contains 46408 members 
Mstep: Class 19 contains 41269 members 
Mstep: Class 21 contains 46587 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43594 members 
Mstep: Class 24 contains 42416 members 
Mstep: Class 25 contains 40246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940312.000000 Penalty: 80096.007812
Iteration 369Q: 25 clusters Score -1.269403e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 44204 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44611 members 
Mstep: Class 5 contains 41908 members 
Mstep: Class 6 contains 23698 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43302 members 
Mstep: Class 9 contains 42372 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45786 members 
Mstep: Class 12 contains 47114 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 29245 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32275 members 
Mstep: Class 18 contains 46333 members 
Mstep: Class 19 contains 41257 members 
Mstep: Class 21 contains 46548 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43596 members 
Mstep: Class 24 contains 42432 members 
Mstep: Class 25 contains 40207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940368.000000 Penalty: 80096.007812
Iteration 370Q: 25 clusters Score -1.269404e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 44193 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44617 members 
Mstep: Class 5 contains 41906 members 
Mstep: Class 6 contains 23659 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43281 members 
Mstep: Class 9 contains 42337 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45724 members 
Mstep: Class 12 contains 47099 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 29561 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32270 members 
Mstep: Class 18 contains 46305 members 
Mstep: Class 19 contains 41246 members 
Mstep: Class 21 contains 46498 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43580 members 
Mstep: Class 24 contains 42459 members 
Mstep: Class 25 contains 40173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940408.000000 Penalty: 80096.007812
Iteration 371Q: 25 clusters Score -1.269404e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 44171 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44617 members 
Mstep: Class 5 contains 41895 members 
Mstep: Class 6 contains 23623 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43274 members 
Mstep: Class 9 contains 42323 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45659 members 
Mstep: Class 12 contains 47084 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 29932 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 17 contains 32268 members 
Mstep: Class 18 contains 46201 members 
Mstep: Class 19 contains 41245 members 
Mstep: Class 21 contains 46440 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43569 members 
Mstep: Class 24 contains 42448 members 
Mstep: Class 25 contains 40168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940424.000000 Penalty: 80096.007812
Iteration 372Q: 25 clusters Score -1.269404e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 44152 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44620 members 
Mstep: Class 5 contains 41871 members 
Mstep: Class 6 contains 23605 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43259 members 
Mstep: Class 9 contains 42315 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45632 members 
Mstep: Class 12 contains 47047 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 30335 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32273 members 
Mstep: Class 18 contains 46062 members 
Mstep: Class 19 contains 41231 members 
Mstep: Class 21 contains 46402 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43551 members 
Mstep: Class 24 contains 42446 members 
Mstep: Class 25 contains 40151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940576.000000 Penalty: 80096.007812
Iteration 373Q: 25 clusters Score -1.269406e+08 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 44126 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44625 members 
Mstep: Class 5 contains 41876 members 
Mstep: Class 6 contains 23581 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43252 members 
Mstep: Class 9 contains 42285 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45585 members 
Mstep: Class 12 contains 47020 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 30765 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32269 members 
Mstep: Class 18 contains 45943 members 
Mstep: Class 19 contains 41209 members 
Mstep: Class 21 contains 46364 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43543 members 
Mstep: Class 24 contains 42446 members 
Mstep: Class 25 contains 40116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940880.000000 Penalty: 80096.007812
Iteration 374Q: 25 clusters Score -1.269409e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 44103 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44626 members 
Mstep: Class 5 contains 41890 members 
Mstep: Class 6 contains 23559 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43269 members 
Mstep: Class 9 contains 42246 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45498 members 
Mstep: Class 12 contains 46979 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 31239 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32267 members 
Mstep: Class 18 contains 45839 members 
Mstep: Class 19 contains 41191 members 
Mstep: Class 21 contains 46326 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43523 members 
Mstep: Class 24 contains 42447 members 
Mstep: Class 25 contains 40062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941032.000000 Penalty: 80096.007812
Iteration 375Q: 25 clusters Score -1.26941e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 44087 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44620 members 
Mstep: Class 5 contains 41855 members 
Mstep: Class 6 contains 23539 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43271 members 
Mstep: Class 9 contains 42204 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45454 members 
Mstep: Class 12 contains 46965 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 31752 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32266 members 
Mstep: Class 18 contains 45710 members 
Mstep: Class 19 contains 41167 members 
Mstep: Class 21 contains 46251 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43538 members 
Mstep: Class 24 contains 42455 members 
Mstep: Class 25 contains 39996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941304.000000 Penalty: 80096.007812
Iteration 376Q: 25 clusters Score -1.269413e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 44026 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44605 members 
Mstep: Class 5 contains 41854 members 
Mstep: Class 6 contains 23529 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43272 members 
Mstep: Class 9 contains 42174 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45381 members 
Mstep: Class 12 contains 46923 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 32317 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32268 members 
Mstep: Class 18 contains 45588 members 
Mstep: Class 19 contains 41151 members 
Mstep: Class 21 contains 46226 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43538 members 
Mstep: Class 24 contains 42447 members 
Mstep: Class 25 contains 39911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941648.000000 Penalty: 80096.007812
Iteration 377Q: 25 clusters Score -1.269416e+08 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 43960 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44585 members 
Mstep: Class 5 contains 41852 members 
Mstep: Class 6 contains 23499 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43264 members 
Mstep: Class 9 contains 42195 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45329 members 
Mstep: Class 12 contains 46890 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 32896 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32268 members 
Mstep: Class 18 contains 45408 members 
Mstep: Class 19 contains 41145 members 
Mstep: Class 21 contains 46211 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43515 members 
Mstep: Class 24 contains 42460 members 
Mstep: Class 25 contains 39795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942368.000000 Penalty: 80096.007812
Iteration 378Q: 25 clusters Score -1.269424e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 43917 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44569 members 
Mstep: Class 5 contains 41837 members 
Mstep: Class 6 contains 23468 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43251 members 
Mstep: Class 9 contains 42165 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45243 members 
Mstep: Class 12 contains 46861 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 33604 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32263 members 
Mstep: Class 18 contains 45215 members 
Mstep: Class 19 contains 41124 members 
Mstep: Class 21 contains 46172 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43515 members 
Mstep: Class 24 contains 42431 members 
Mstep: Class 25 contains 39709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942656.000000 Penalty: 80096.007812
Iteration 379Q: 25 clusters Score -1.269427e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 43856 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44555 members 
Mstep: Class 5 contains 41815 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43228 members 
Mstep: Class 9 contains 42093 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45179 members 
Mstep: Class 12 contains 46777 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 34308 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32267 members 
Mstep: Class 18 contains 45153 members 
Mstep: Class 19 contains 41103 members 
Mstep: Class 21 contains 46132 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43484 members 
Mstep: Class 24 contains 42414 members 
Mstep: Class 25 contains 39633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943288.000000 Penalty: 80096.007812
Iteration 380F: 25 clusters Score -1.269433e+08 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 43805 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44547 members 
Mstep: Class 5 contains 41803 members 
Mstep: Class 6 contains 23400 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43199 members 
Mstep: Class 9 contains 42042 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45042 members 
Mstep: Class 12 contains 46696 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 35026 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32263 members 
Mstep: Class 18 contains 45139 members 
Mstep: Class 19 contains 41091 members 
Mstep: Class 21 contains 46034 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43476 members 
Mstep: Class 24 contains 42410 members 
Mstep: Class 25 contains 39535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943376.000000 Penalty: 80096.007812
Iteration 381Q: 25 clusters Score -1.269434e+08 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 43765 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44534 members 
Mstep: Class 5 contains 41784 members 
Mstep: Class 6 contains 23364 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43176 members 
Mstep: Class 9 contains 42001 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44908 members 
Mstep: Class 12 contains 46617 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 35781 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32274 members 
Mstep: Class 18 contains 45105 members 
Mstep: Class 19 contains 41053 members 
Mstep: Class 21 contains 45964 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 42407 members 
Mstep: Class 25 contains 39418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943648.000000 Penalty: 80096.007812
Iteration 382Q: 25 clusters Score -1.269436e+08 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 43703 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44518 members 
Mstep: Class 5 contains 41784 members 
Mstep: Class 6 contains 23335 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43191 members 
Mstep: Class 9 contains 41948 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44775 members 
Mstep: Class 12 contains 46569 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 36533 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32275 members 
Mstep: Class 18 contains 45004 members 
Mstep: Class 19 contains 41029 members 
Mstep: Class 21 contains 45882 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43410 members 
Mstep: Class 24 contains 42409 members 
Mstep: Class 25 contains 39285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126944112.000000 Penalty: 80096.007812
Iteration 383Q: 25 clusters Score -1.269441e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 43624 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44478 members 
Mstep: Class 5 contains 41774 members 
Mstep: Class 6 contains 23300 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43192 members 
Mstep: Class 9 contains 41928 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44658 members 
Mstep: Class 12 contains 46512 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 37318 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32276 members 
Mstep: Class 18 contains 44857 members 
Mstep: Class 19 contains 41012 members 
Mstep: Class 21 contains 45817 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43374 members 
Mstep: Class 24 contains 42418 members 
Mstep: Class 25 contains 39181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126944384.000000 Penalty: 80096.007812
Iteration 384Q: 25 clusters Score -1.269444e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 43519 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44437 members 
Mstep: Class 5 contains 41744 members 
Mstep: Class 6 contains 23278 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43189 members 
Mstep: Class 9 contains 41888 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44593 members 
Mstep: Class 12 contains 46434 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 38168 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32277 members 
Mstep: Class 18 contains 44618 members 
Mstep: Class 19 contains 41006 members 
Mstep: Class 21 contains 45770 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43387 members 
Mstep: Class 24 contains 42408 members 
Mstep: Class 25 contains 39060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126944784.000000 Penalty: 80096.007812
Iteration 385Q: 25 clusters Score -1.269448e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 43447 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44409 members 
Mstep: Class 5 contains 41714 members 
Mstep: Class 6 contains 23262 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43176 members 
Mstep: Class 9 contains 41913 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44484 members 
Mstep: Class 12 contains 46379 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 38990 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32274 members 
Mstep: Class 18 contains 44354 members 
Mstep: Class 19 contains 40996 members 
Mstep: Class 21 contains 45724 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43405 members 
Mstep: Class 24 contains 42380 members 
Mstep: Class 25 contains 38927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945080.000000 Penalty: 80096.007812
Iteration 386Q: 25 clusters Score -1.269451e+08 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 43409 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44373 members 
Mstep: Class 5 contains 41702 members 
Mstep: Class 6 contains 23235 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43146 members 
Mstep: Class 9 contains 41894 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44390 members 
Mstep: Class 12 contains 46315 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 39780 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32275 members 
Mstep: Class 18 contains 44174 members 
Mstep: Class 19 contains 40962 members 
Mstep: Class 21 contains 45681 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43386 members 
Mstep: Class 24 contains 42365 members 
Mstep: Class 25 contains 38786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945416.000000 Penalty: 80096.007812
Iteration 387Q: 25 clusters Score -1.269454e+08 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 43360 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44362 members 
Mstep: Class 5 contains 41698 members 
Mstep: Class 6 contains 23205 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43154 members 
Mstep: Class 9 contains 41873 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44332 members 
Mstep: Class 12 contains 46262 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 40533 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32268 members 
Mstep: Class 18 contains 44001 members 
Mstep: Class 19 contains 40939 members 
Mstep: Class 21 contains 45638 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43325 members 
Mstep: Class 24 contains 42351 members 
Mstep: Class 25 contains 38652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945896.000000 Penalty: 80096.007812
Iteration 388Q: 25 clusters Score -1.269459e+08 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 43275 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44350 members 
Mstep: Class 5 contains 41680 members 
Mstep: Class 6 contains 23158 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43125 members 
Mstep: Class 9 contains 41889 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44254 members 
Mstep: Class 12 contains 46205 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 41305 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32264 members 
Mstep: Class 18 contains 43858 members 
Mstep: Class 19 contains 40904 members 
Mstep: Class 21 contains 45584 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43309 members 
Mstep: Class 24 contains 42327 members 
Mstep: Class 25 contains 38516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126946152.000000 Penalty: 80096.007812
Iteration 389Q: 25 clusters Score -1.269462e+08 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 43184 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44331 members 
Mstep: Class 5 contains 41660 members 
Mstep: Class 6 contains 23126 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43127 members 
Mstep: Class 9 contains 41864 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44165 members 
Mstep: Class 12 contains 46140 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42132 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32265 members 
Mstep: Class 18 contains 43706 members 
Mstep: Class 19 contains 40864 members 
Mstep: Class 21 contains 45530 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43245 members 
Mstep: Class 24 contains 42308 members 
Mstep: Class 25 contains 38363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126946952.000000 Penalty: 80096.007812
Iteration 390Q: 25 clusters Score -1.26947e+08 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 43110 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44301 members 
Mstep: Class 5 contains 41656 members 
Mstep: Class 6 contains 23081 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43144 members 
Mstep: Class 9 contains 41880 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44047 members 
Mstep: Class 12 contains 46051 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42874 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32262 members 
Mstep: Class 18 contains 43565 members 
Mstep: Class 19 contains 40830 members 
Mstep: Class 21 contains 45462 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43216 members 
Mstep: Class 24 contains 42309 members 
Mstep: Class 25 contains 38240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126947512.000000 Penalty: 80096.007812
Iteration 391Q: 25 clusters Score -1.269475e+08 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 43037 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44264 members 
Mstep: Class 5 contains 41651 members 
Mstep: Class 6 contains 23039 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43146 members 
Mstep: Class 9 contains 41871 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43930 members 
Mstep: Class 12 contains 45991 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43454 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32266 members 
Mstep: Class 18 contains 43531 members 
Mstep: Class 19 contains 40781 members 
Mstep: Class 21 contains 45405 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43229 members 
Mstep: Class 24 contains 42304 members 
Mstep: Class 25 contains 38182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126947552.000000 Penalty: 80096.007812
Iteration 392Q: 25 clusters Score -1.269476e+08 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 42956 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44244 members 
Mstep: Class 5 contains 41659 members 
Mstep: Class 6 contains 23004 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43160 members 
Mstep: Class 9 contains 41844 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43791 members 
Mstep: Class 12 contains 45956 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43877 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32273 members 
Mstep: Class 18 contains 43617 members 
Mstep: Class 19 contains 40763 members 
Mstep: Class 21 contains 45343 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43193 members 
Mstep: Class 24 contains 42320 members 
Mstep: Class 25 contains 38149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126947928.000000 Penalty: 80096.007812
Iteration 393Q: 25 clusters Score -1.269479e+08 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 42848 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44252 members 
Mstep: Class 5 contains 41650 members 
Mstep: Class 6 contains 22958 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43190 members 
Mstep: Class 9 contains 41833 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43695 members 
Mstep: Class 12 contains 45898 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 44221 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32276 members 
Mstep: Class 18 contains 43733 members 
Mstep: Class 19 contains 40738 members 
Mstep: Class 21 contains 45281 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43175 members 
Mstep: Class 24 contains 42324 members 
Mstep: Class 25 contains 38134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948432.000000 Penalty: 80096.007812
Iteration 394Q: 25 clusters Score -1.269484e+08 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 42774 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44264 members 
Mstep: Class 5 contains 41653 members 
Mstep: Class 6 contains 22919 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43191 members 
Mstep: Class 9 contains 41837 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43564 members 
Mstep: Class 12 contains 45854 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 44426 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32274 members 
Mstep: Class 18 contains 43954 members 
Mstep: Class 19 contains 40712 members 
Mstep: Class 21 contains 45222 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43157 members 
Mstep: Class 24 contains 42328 members 
Mstep: Class 25 contains 38114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948552.000000 Penalty: 80096.007812
Iteration 395Q: 25 clusters Score -1.269486e+08 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 42711 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44271 members 
Mstep: Class 5 contains 41646 members 
Mstep: Class 6 contains 22888 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43195 members 
Mstep: Class 9 contains 41868 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43469 members 
Mstep: Class 12 contains 45826 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 44604 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32270 members 
Mstep: Class 18 contains 44161 members 
Mstep: Class 19 contains 40674 members 
Mstep: Class 21 contains 45162 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43140 members 
Mstep: Class 24 contains 42334 members 
Mstep: Class 25 contains 38072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948728.000000 Penalty: 80096.007812
Iteration 396Q: 25 clusters Score -1.269487e+08 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 42627 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44268 members 
Mstep: Class 5 contains 41649 members 
Mstep: Class 6 contains 22857 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43223 members 
Mstep: Class 9 contains 41888 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43401 members 
Mstep: Class 12 contains 45756 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 44780 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32271 members 
Mstep: Class 18 contains 44370 members 
Mstep: Class 19 contains 40649 members 
Mstep: Class 21 contains 45076 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43122 members 
Mstep: Class 24 contains 42361 members 
Mstep: Class 25 contains 38052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948952.000000 Penalty: 80096.007812
Iteration 397Q: 25 clusters Score -1.26949e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 42541 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44271 members 
Mstep: Class 5 contains 41637 members 
Mstep: Class 6 contains 22820 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43236 members 
Mstep: Class 9 contains 41901 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43314 members 
Mstep: Class 12 contains 45700 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 44970 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32274 members 
Mstep: Class 18 contains 44591 members 
Mstep: Class 19 contains 40626 members 
Mstep: Class 21 contains 45005 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43101 members 
Mstep: Class 24 contains 42383 members 
Mstep: Class 25 contains 38040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949096.000000 Penalty: 80096.007812
Iteration 398Q: 25 clusters Score -1.269491e+08 nChanged 2894
Entering ConstructFrom: 
Score: -126949096.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (35584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Entering Unmasked Estep 
Score: -6513552.500000 Penalty: 2598.953613
	Iteration 0F: 2 clusters Score -6513552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -6489485.500000 Penalty: 5197.907227
	Iteration 0F: 3 clusters Score -6489486 nChanged 16209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -6498027.500000 Penalty: 5197.907227
	Iteration 1F: 3 clusters Score -6498028 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -6498550.000000 Penalty: 5197.907227
	Iteration 2Q: 3 clusters Score -6498550 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -6499036.000000 Penalty: 5197.907227
	Iteration 3Q: 3 clusters Score -6499036 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -6499628.500000 Penalty: 5197.907227
	Iteration 4Q: 3 clusters Score -6499628 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -6500326.500000 Penalty: 5197.907227
	Iteration 5Q: 3 clusters Score -6500326 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -6501570.500000 Penalty: 5197.907227
	Iteration 6F: 3 clusters Score -6501570 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -6503363.000000 Penalty: 5197.907227
	Iteration 7F: 3 clusters Score -6503363 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -6505797.500000 Penalty: 5197.907227
	Iteration 8F: 3 clusters Score -6505798 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -6508180.500000 Penalty: 5197.907227
	Iteration 9F: 3 clusters Score -6508180 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -6509950.500000 Penalty: 5197.907227
	Iteration 10Q: 3 clusters Score -6509950 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -6510728.500000 Penalty: 5197.907227
	Iteration 11Q: 3 clusters Score -6510728 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -6511000.500000 Penalty: 5197.907227
	Iteration 12Q: 3 clusters Score -6511000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -6511106.000000 Penalty: 5197.907227
	Iteration 13Q: 3 clusters Score -6511106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -6511168.500000 Penalty: 5197.907227
	Iteration 14Q: 3 clusters Score -6511168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -6511204.500000 Penalty: 5197.907227
	Iteration 15Q: 3 clusters Score -6511204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -6511228.000000 Penalty: 5197.907227
	Iteration 16Q: 3 clusters Score -6511228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -6511252.500000 Penalty: 5197.907227
	Iteration 17Q: 3 clusters Score -6511252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -6511265.500000 Penalty: 5197.907227
	Iteration 18Q: 3 clusters Score -6511266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -6511276.500000 Penalty: 5197.907227
	Iteration 19Q: 3 clusters Score -6511276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -6511275.000000 Penalty: 5197.907227
	Iteration 20F: 3 clusters Score -6511275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -6511287.000000 Penalty: 5197.907227
	Iteration 21Q: 3 clusters Score -6511287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -6511287.500000 Penalty: 5197.907227
	Iteration 22Q: 3 clusters Score -6511288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -6511287.500000 Penalty: 5197.907227
	Iteration 23F: 3 clusters Score -6511288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Entering Unmasked Estep 
Score: -7884544.000000 Penalty: 2642.579590
	Iteration 0F: 2 clusters Score -7884544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -7855947.000000 Penalty: 5285.159180
	Iteration 0F: 3 clusters Score -7855947 nChanged 19675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -7866943.500000 Penalty: 5285.159180
	Iteration 1F: 3 clusters Score -7866944 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -7867580.000000 Penalty: 5285.159180
	Iteration 2Q: 3 clusters Score -7867580 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -7868215.000000 Penalty: 5285.159180
	Iteration 3Q: 3 clusters Score -7868215 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -7869010.000000 Penalty: 5285.159180
	Iteration 4Q: 3 clusters Score -7869010 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -7870017.500000 Penalty: 5285.159180
	Iteration 5Q: 3 clusters Score -7870018 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -7871306.000000 Penalty: 5285.159180
	Iteration 6Q: 3 clusters Score -7871306 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -7873046.500000 Penalty: 5285.159180
	Iteration 7F: 3 clusters Score -7873046 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -7874910.000000 Penalty: 5285.159180
	Iteration 8F: 3 clusters Score -7874910 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -7876302.000000 Penalty: 5285.159180
	Iteration 9F: 3 clusters Score -7876302 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -7877025.000000 Penalty: 5285.159180
	Iteration 10Q: 3 clusters Score -7877025 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -7877337.000000 Penalty: 5285.159180
	Iteration 11Q: 3 clusters Score -7877337 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -7877531.500000 Penalty: 5285.159180
	Iteration 12Q: 3 clusters Score -7877532 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -7877648.000000 Penalty: 5285.159180
	Iteration 13Q: 3 clusters Score -7877648 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -7877714.500000 Penalty: 5285.159180
	Iteration 14Q: 3 clusters Score -7877714 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -7877807.500000 Penalty: 5285.159180
	Iteration 15Q: 3 clusters Score -7877808 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -7877879.000000 Penalty: 5285.159180
	Iteration 16Q: 3 clusters Score -7877879 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -7877933.500000 Penalty: 5285.159180
	Iteration 17Q: 3 clusters Score -7877934 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -7878008.000000 Penalty: 5285.159180
	Iteration 18Q: 3 clusters Score -7878008 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -7878103.500000 Penalty: 5285.159180
	Iteration 19Q: 3 clusters Score -7878104 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -7878185.000000 Penalty: 5285.159180
	Iteration 20F: 3 clusters Score -7878185 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -7878277.500000 Penalty: 5285.159180
	Iteration 21Q: 3 clusters Score -7878278 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -7878327.500000 Penalty: 5285.159180
	Iteration 22Q: 3 clusters Score -7878328 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -7878377.000000 Penalty: 5285.159180
	Iteration 23Q: 3 clusters Score -7878377 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -7878439.500000 Penalty: 5285.159180
	Iteration 24Q: 3 clusters Score -7878440 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -7878486.000000 Penalty: 5285.159180
	Iteration 25Q: 3 clusters Score -7878486 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -7878540.500000 Penalty: 5285.159180
	Iteration 26Q: 3 clusters Score -7878540 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -7878550.500000 Penalty: 5285.159180
	Iteration 27Q: 3 clusters Score -7878550 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -7878571.000000 Penalty: 5285.159180
	Iteration 28Q: 3 clusters Score -7878571 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -7878578.000000 Penalty: 5285.159180
	Iteration 29Q: 3 clusters Score -7878578 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -7878615.000000 Penalty: 5285.159180
	Iteration 30Q: 3 clusters Score -7878615 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -7878623.000000 Penalty: 5285.159180
	Iteration 31Q: 3 clusters Score -7878623 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -7878640.500000 Penalty: 5285.159180
	Iteration 32Q: 3 clusters Score -7878640 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -7878658.000000 Penalty: 5285.159180
	Iteration 33Q: 3 clusters Score -7878658 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -7878661.000000 Penalty: 5285.159180
	Iteration 34Q: 3 clusters Score -7878661 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -7878678.500000 Penalty: 5285.159180
	Iteration 35Q: 3 clusters Score -7878678 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -7878687.500000 Penalty: 5285.159180
	Iteration 36Q: 3 clusters Score -7878688 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -7878671.500000 Penalty: 5285.159180
	Iteration 37Q: 3 clusters Score -7878672 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -7878693.000000 Penalty: 5285.159180
	Iteration 38Q: 3 clusters Score -7878693 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -7878715.000000 Penalty: 5285.159180
	Iteration 39Q: 3 clusters Score -7878715 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -7878743.000000 Penalty: 5285.159180
	Iteration 40F: 3 clusters Score -7878743 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -7878740.500000 Penalty: 5285.159180
	Iteration 41Q: 3 clusters Score -7878740 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -7878745.500000 Penalty: 5285.159180
	Iteration 42Q: 3 clusters Score -7878746 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -7878764.000000 Penalty: 5285.159180
	Iteration 43Q: 3 clusters Score -7878764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -7878774.500000 Penalty: 5285.159180
	Iteration 44Q: 3 clusters Score -7878774 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -7878791.000000 Penalty: 5285.159180
	Iteration 45Q: 3 clusters Score -7878791 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -7878809.500000 Penalty: 5285.159180
	Iteration 46Q: 3 clusters Score -7878810 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -7878792.000000 Penalty: 5285.159180
	Iteration 47Q: 3 clusters Score -7878792 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -7878818.500000 Penalty: 5285.159180
	Iteration 48Q: 3 clusters Score -7878818 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -7878830.000000 Penalty: 5285.159180
	Iteration 49Q: 3 clusters Score -7878830 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -7878842.500000 Penalty: 5285.159180
	Iteration 50Q: 3 clusters Score -7878842 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -7878825.000000 Penalty: 5285.159180
	Iteration 51Q: 3 clusters Score -7878825 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -7878839.000000 Penalty: 5285.159180
	Iteration 52Q: 3 clusters Score -7878839 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -7878846.500000 Penalty: 5285.159180
	Iteration 53Q: 3 clusters Score -7878846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -7878857.000000 Penalty: 5285.159180
	Iteration 54Q: 3 clusters Score -7878857 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -7878886.500000 Penalty: 5285.159180
	Iteration 55Q: 3 clusters Score -7878886 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -7878905.500000 Penalty: 5285.159180
	Iteration 56Q: 3 clusters Score -7878906 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -7878925.500000 Penalty: 5285.159180
	Iteration 57Q: 3 clusters Score -7878926 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -7878913.000000 Penalty: 5285.159180
	Iteration 58Q: 3 clusters Score -7878913 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -7878901.000000 Penalty: 5285.159180
	Iteration 59Q: 3 clusters Score -7878901 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -7878902.500000 Penalty: 5285.159180
	Iteration 60F: 3 clusters Score -7878902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -7878923.500000 Penalty: 5285.159180
	Iteration 61Q: 3 clusters Score -7878924 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -7878933.000000 Penalty: 5285.159180
	Iteration 62Q: 3 clusters Score -7878933 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -7878947.500000 Penalty: 5285.159180
	Iteration 63Q: 3 clusters Score -7878948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -7878932.500000 Penalty: 5285.159180
	Iteration 64Q: 3 clusters Score -7878932 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -7878958.000000 Penalty: 5285.159180
	Iteration 65Q: 3 clusters Score -7878958 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -7878949.500000 Penalty: 5285.159180
	Iteration 66Q: 3 clusters Score -7878950 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -7878959.000000 Penalty: 5285.159180
	Iteration 67Q: 3 clusters Score -7878959 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -7878977.500000 Penalty: 5285.159180
	Iteration 68Q: 3 clusters Score -7878978 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -7878987.000000 Penalty: 5285.159180
	Iteration 69Q: 3 clusters Score -7878987 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -7879008.500000 Penalty: 5285.159180
	Iteration 70Q: 3 clusters Score -7879008 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -7879002.500000 Penalty: 5285.159180
	Iteration 71Q: 3 clusters Score -7879002 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -7879010.500000 Penalty: 5285.159180
	Iteration 72Q: 3 clusters Score -7879010 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -7879030.500000 Penalty: 5285.159180
	Iteration 73Q: 3 clusters Score -7879030 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -7879053.500000 Penalty: 5285.159180
	Iteration 74Q: 3 clusters Score -7879054 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -7879060.000000 Penalty: 5285.159180
	Iteration 75Q: 3 clusters Score -7879060 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -7879057.000000 Penalty: 5285.159180
	Iteration 76Q: 3 clusters Score -7879057 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -7879076.500000 Penalty: 5285.159180
	Iteration 77Q: 3 clusters Score -7879076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -7879084.000000 Penalty: 5285.159180
	Iteration 78Q: 3 clusters Score -7879084 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -7879086.500000 Penalty: 5285.159180
	Iteration 79Q: 3 clusters Score -7879086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -7879111.500000 Penalty: 5285.159180
	Iteration 80F: 3 clusters Score -7879112 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -7879153.500000 Penalty: 5285.159180
	Iteration 81Q: 3 clusters Score -7879154 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -7879142.500000 Penalty: 5285.159180
	Iteration 82Q: 3 clusters Score -7879142 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -7879132.500000 Penalty: 5285.159180
	Iteration 83Q: 3 clusters Score -7879132 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -7879137.500000 Penalty: 5285.159180
	Iteration 84Q: 3 clusters Score -7879138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -7879139.500000 Penalty: 5285.159180
	Iteration 85Q: 3 clusters Score -7879140 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -7879171.000000 Penalty: 5285.159180
	Iteration 86Q: 3 clusters Score -7879171 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -7879175.500000 Penalty: 5285.159180
	Iteration 87Q: 3 clusters Score -7879176 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -7879204.500000 Penalty: 5285.159180
	Iteration 88Q: 3 clusters Score -7879204 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -7879243.000000 Penalty: 5285.159180
	Iteration 89Q: 3 clusters Score -7879243 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -7879258.500000 Penalty: 5285.159180
	Iteration 90Q: 3 clusters Score -7879258 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -7879272.500000 Penalty: 5285.159180
	Iteration 91Q: 3 clusters Score -7879272 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -7879289.000000 Penalty: 5285.159180
	Iteration 92Q: 3 clusters Score -7879289 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -7879310.500000 Penalty: 5285.159180
	Iteration 93Q: 3 clusters Score -7879310 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -7879316.500000 Penalty: 5285.159180
	Iteration 94Q: 3 clusters Score -7879316 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -7879330.000000 Penalty: 5285.159180
	Iteration 95Q: 3 clusters Score -7879330 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -7879324.000000 Penalty: 5285.159180
	Iteration 96Q: 3 clusters Score -7879324 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -7879353.500000 Penalty: 5285.159180
	Iteration 97Q: 3 clusters Score -7879354 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -7879403.000000 Penalty: 5285.159180
	Iteration 98Q: 3 clusters Score -7879403 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -7879449.500000 Penalty: 5285.159180
	Iteration 99Q: 3 clusters Score -7879450 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -7879460.000000 Penalty: 5285.159180
	Iteration 100F: 3 clusters Score -7879460 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -7879525.000000 Penalty: 5285.159180
	Iteration 101Q: 3 clusters Score -7879525 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -7879544.500000 Penalty: 5285.159180
	Iteration 102Q: 3 clusters Score -7879544 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -7879561.500000 Penalty: 5285.159180
	Iteration 103Q: 3 clusters Score -7879562 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -7879606.000000 Penalty: 5285.159180
	Iteration 104Q: 3 clusters Score -7879606 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -7879628.000000 Penalty: 5285.159180
	Iteration 105Q: 3 clusters Score -7879628 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -7879644.500000 Penalty: 5285.159180
	Iteration 106Q: 3 clusters Score -7879644 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -7879663.500000 Penalty: 5285.159180
	Iteration 107Q: 3 clusters Score -7879664 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -7879720.500000 Penalty: 5285.159180
	Iteration 108Q: 3 clusters Score -7879720 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -7879744.000000 Penalty: 5285.159180
	Iteration 109Q: 3 clusters Score -7879744 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7879784 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -7879809.000000 Penalty: 5285.159180
	Iteration 111Q: 3 clusters Score -7879809 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -7879849.000000 Penalty: 5285.159180
	Iteration 112Q: 3 clusters Score -7879849 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -7879913.500000 Penalty: 5285.159180
	Iteration 113Q: 3 clusters Score -7879914 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -7879990.500000 Penalty: 5285.159180
	Iteration 114Q: 3 clusters Score -7879990 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -7880037.000000 Penalty: 5285.159180
	Iteration 115Q: 3 clusters Score -7880037 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -7880061.500000 Penalty: 5285.159180
	Iteration 116Q: 3 clusters Score -7880062 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -7880120.500000 Penalty: 5285.159180
	Iteration 117Q: 3 clusters Score -7880120 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -7880182.500000 Penalty: 5285.159180
	Iteration 118Q: 3 clusters Score -7880182 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -7880218.500000 Penalty: 5285.159180
	Iteration 119Q: 3 clusters Score -7880218 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -7880277.000000 Penalty: 5285.159180
	Iteration 120F: 3 clusters Score -7880277 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -7880312.500000 Penalty: 5285.159180
	Iteration 121Q: 3 clusters Score -7880312 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -7880353.000000 Penalty: 5285.159180
	Iteration 122Q: 3 clusters Score -7880353 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -7880405.500000 Penalty: 5285.159180
	Iteration 123Q: 3 clusters Score -7880406 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -7880433.000000 Penalty: 5285.159180
	Iteration 124Q: 3 clusters Score -7880433 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -7880513.000000 Penalty: 5285.159180
	Iteration 125Q: 3 clusters Score -7880513 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -7880607.500000 Penalty: 5285.159180
	Iteration 126Q: 3 clusters Score -7880608 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7880688 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7880745 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7880834 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -7880889.500000 Penalty: 5285.159180
	Iteration 130Q: 3 clusters Score -7880890 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -7880960.000000 Penalty: 5285.159180
	Iteration 131Q: 3 clusters Score -7880960 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -7881032.000000 Penalty: 5285.159180
	Iteration 132Q: 3 clusters Score -7881032 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -7881066.000000 Penalty: 5285.159180
	Iteration 133Q: 3 clusters Score -7881066 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -7881147.500000 Penalty: 5285.159180
	Iteration 134Q: 3 clusters Score -7881148 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -7881180.500000 Penalty: 5285.159180
	Iteration 135Q: 3 clusters Score -7881180 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -7881231.000000 Penalty: 5285.159180
	Iteration 136Q: 3 clusters Score -7881231 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -7881281.000000 Penalty: 5285.159180
	Iteration 137Q: 3 clusters Score -7881281 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -7881318.000000 Penalty: 5285.159180
	Iteration 138Q: 3 clusters Score -7881318 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -7881349.000000 Penalty: 5285.159180
	Iteration 139Q: 3 clusters Score -7881349 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -7881396.000000 Penalty: 5285.159180
	Iteration 140F: 3 clusters Score -7881396 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -7881446.500000 Penalty: 5285.159180
	Iteration 141Q: 3 clusters Score -7881446 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -7881505.500000 Penalty: 5285.159180
	Iteration 142Q: 3 clusters Score -7881506 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -7881557.000000 Penalty: 5285.159180
	Iteration 143Q: 3 clusters Score -7881557 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -7881582.500000 Penalty: 5285.159180
	Iteration 144Q: 3 clusters Score -7881582 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -7881617.500000 Penalty: 5285.159180
	Iteration 145Q: 3 clusters Score -7881618 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -7881669.500000 Penalty: 5285.159180
	Iteration 146Q: 3 clusters Score -7881670 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -7881694.500000 Penalty: 5285.159180
	Iteration 147Q: 3 clusters Score -7881694 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -7881744.500000 Penalty: 5285.159180
	Iteration 148Q: 3 clusters Score -7881744 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -7881796.500000 Penalty: 5285.159180
	Iteration 149Q: 3 clusters Score -7881796 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -7881827.000000 Penalty: 5285.159180
	Iteration 150Q: 3 clusters Score -7881827 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -7881867.000000 Penalty: 5285.159180
	Iteration 151Q: 3 clusters Score -7881867 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -7881897.000000 Penalty: 5285.159180
	Iteration 152Q: 3 clusters Score -7881897 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -7881920.000000 Penalty: 5285.159180
	Iteration 153Q: 3 clusters Score -7881920 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -7881935.000000 Penalty: 5285.159180
	Iteration 154Q: 3 clusters Score -7881935 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -7881961.000000 Penalty: 5285.159180
	Iteration 155Q: 3 clusters Score -7881961 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -7881986.500000 Penalty: 5285.159180
	Iteration 156Q: 3 clusters Score -7881986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -7881990.000000 Penalty: 5285.159180
	Iteration 157Q: 3 clusters Score -7881990 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -7882018.500000 Penalty: 5285.159180
	Iteration 158Q: 3 clusters Score -7882018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7882023.000000 Penalty: 5285.159180
	Iteration 159Q: 3 clusters Score -7882023 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -7882035.000000 Penalty: 5285.159180
	Iteration 160F: 3 clusters Score -7882035 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -7882031.500000 Penalty: 5285.159180
	Iteration 161Q: 3 clusters Score -7882032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -7882040.000000 Penalty: 5285.159180
	Iteration 162Q: 3 clusters Score -7882040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -7882051.500000 Penalty: 5285.159180
	Iteration 163Q: 3 clusters Score -7882052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7882055.000000 Penalty: 5285.159180
	Iteration 164Q: 3 clusters Score -7882055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -7882061.000000 Penalty: 5285.159180
	Iteration 165Q: 3 clusters Score -7882061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -7882070.000000 Penalty: 5285.159180
	Iteration 166Q: 3 clusters Score -7882070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7882081.500000 Penalty: 5285.159180
	Iteration 167Q: 3 clusters Score -7882082 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -7882075.000000 Penalty: 5285.159180
	Iteration 168Q: 3 clusters Score -7882075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -7882075.500000 Penalty: 5285.159180
	Iteration 169Q: 3 clusters Score -7882076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7882084.500000 Penalty: 5285.159180
	Iteration 170Q: 3 clusters Score -7882084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -7882079.000000 Penalty: 5285.159180
	Iteration 171Q: 3 clusters Score -7882079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -7882081.500000 Penalty: 5285.159180
	Iteration 172Q: 3 clusters Score -7882082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7882083.000000 Penalty: 5285.159180
	Iteration 173Q: 3 clusters Score -7882083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7882085.000000 Penalty: 5285.159180
	Iteration 174Q: 3 clusters Score -7882085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -7882083.000000 Penalty: 5285.159180
	Iteration 175Q: 3 clusters Score -7882083 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -7882088.500000 Penalty: 5285.159180
	Iteration 176Q: 3 clusters Score -7882088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -7882081.000000 Penalty: 5285.159180
	Iteration 177Q: 3 clusters Score -7882081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -7882077.500000 Penalty: 5285.159180
	Iteration 178Q: 3 clusters Score -7882078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7882080.500000 Penalty: 5285.159180
	Iteration 179Q: 3 clusters Score -7882080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7882092.000000 Penalty: 5285.159180
	Iteration 180F: 3 clusters Score -7882092 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -7882088.500000 Penalty: 5285.159180
	Iteration 181Q: 3 clusters Score -7882088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7882090.000000 Penalty: 5285.159180
	Iteration 182Q: 3 clusters Score -7882090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7882092.500000 Penalty: 5285.159180
	Iteration 183Q: 3 clusters Score -7882092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -7882091.500000 Penalty: 5285.159180
	Iteration 184Q: 3 clusters Score -7882092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -7882106.000000 Penalty: 5285.159180
	Iteration 185Q: 3 clusters Score -7882106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -7882107.000000 Penalty: 5285.159180
	Iteration 186Q: 3 clusters Score -7882107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7882101.000000 Penalty: 5285.159180
	Iteration 187Q: 3 clusters Score -7882101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7882099.500000 Penalty: 5285.159180
	Iteration 188Q: 3 clusters Score -7882100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7882098.000000 Penalty: 5285.159180
	Iteration 189Q: 3 clusters Score -7882098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -7882106.500000 Penalty: 5285.159180
	Iteration 190Q: 3 clusters Score -7882106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -7882099.000000 Penalty: 5285.159180
	Iteration 191Q: 3 clusters Score -7882099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7882119.000000 Penalty: 5285.159180
	Iteration 192Q: 3 clusters Score -7882119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -7882110.000000 Penalty: 5285.159180
	Iteration 193Q: 3 clusters Score -7882110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -7882122.500000 Penalty: 5285.159180
	Iteration 194Q: 3 clusters Score -7882122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -7882114.000000 Penalty: 5285.159180
	Iteration 195Q: 3 clusters Score -7882114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7882108.500000 Penalty: 5285.159180
	Iteration 196Q: 3 clusters Score -7882108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7882108.500000 Penalty: 5285.159180
	Iteration 197F: 3 clusters Score -7882108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -120832.625000 Penalty: 1698.041870
	Iteration 0F: 2 clusters Score -120832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118990.921875 Penalty: 3396.083740
	Iteration 0F: 3 clusters Score -118990.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119586.734375 Penalty: 3396.083740
	Iteration 1F: 3 clusters Score -119586.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -120088.601562 Penalty: 3396.083740
	Iteration 2F: 3 clusters Score -120088.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -120483.601562 Penalty: 3396.083740
	Iteration 3F: 3 clusters Score -120483.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -120776.968750 Penalty: 3396.083740
	Iteration 4F: 3 clusters Score -120777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -120899.804688 Penalty: 3396.083740
	Iteration 5Q: 3 clusters Score -120899.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -121046.000000 Penalty: 3396.083740
	Iteration 6Q: 3 clusters Score -121046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -121186.859375 Penalty: 3396.083740
	Iteration 7Q: 3 clusters Score -121186.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121268.937500 Penalty: 3396.083740
	Iteration 8Q: 3 clusters Score -121268.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121319.765625 Penalty: 3396.083740
	Iteration 9Q: 3 clusters Score -121319.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -121366.109375 Penalty: 3396.083740
	Iteration 10Q: 3 clusters Score -121366.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -121380.218750 Penalty: 3396.083740
	Iteration 11Q: 3 clusters Score -121380.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -121393.937500 Penalty: 3396.083740
	Iteration 12Q: 3 clusters Score -121393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -121410.414062 Penalty: 3396.083740
	Iteration 13Q: 3 clusters Score -121410.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -121435.875000 Penalty: 3396.083740
	Iteration 14Q: 3 clusters Score -121435.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -121448.718750 Penalty: 3396.083740
	Iteration 15Q: 3 clusters Score -121448.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -121453.265625 Penalty: 3396.083740
	Iteration 16Q: 3 clusters Score -121453.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -121472.492188 Penalty: 3396.083740
	Iteration 17Q: 3 clusters Score -121472.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -121514.890625 Penalty: 3396.083740
	Iteration 18Q: 3 clusters Score -121514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -121535.171875 Penalty: 3396.083740
	Iteration 19Q: 3 clusters Score -121535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -121544.578125 Penalty: 3396.083740
	Iteration 20F: 3 clusters Score -121544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -121562.640625 Penalty: 3396.083740
	Iteration 21Q: 3 clusters Score -121562.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -121585.210938 Penalty: 3396.083740
	Iteration 22Q: 3 clusters Score -121585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121611.851562 Penalty: 3396.083740
	Iteration 23Q: 3 clusters Score -121611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121659.828125 Penalty: 3396.083740
	Iteration 24Q: 3 clusters Score -121659.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -121687.437500 Penalty: 3396.083740
	Iteration 25Q: 3 clusters Score -121687.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -121709.593750 Penalty: 3396.083740
	Iteration 26Q: 3 clusters Score -121709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -121731.695312 Penalty: 3396.083740
	Iteration 27Q: 3 clusters Score -121731.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -121768.125000 Penalty: 3396.083740
	Iteration 28Q: 3 clusters Score -121768.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -121805.250000 Penalty: 3396.083740
	Iteration 29Q: 3 clusters Score -121805.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -121828.593750 Penalty: 3396.083740
	Iteration 30Q: 3 clusters Score -121828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -121835.796875 Penalty: 3396.083740
	Iteration 31Q: 3 clusters Score -121835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -121843.250000 Penalty: 3396.083740
	Iteration 32Q: 3 clusters Score -121843.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -121849.382812 Penalty: 3396.083740
	Iteration 33Q: 3 clusters Score -121849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -121851.546875 Penalty: 3396.083740
	Iteration 34Q: 3 clusters Score -121851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -121851.546875 Penalty: 3396.083740
	Iteration 35F: 3 clusters Score -121851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 42428 members 
Mstep: Class 3 contains 531 members 
Mstep: Class 4 contains 44272 members 
Mstep: Class 5 contains 41627 members 
Mstep: Class 6 contains 22769 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43260 members 
Mstep: Class 9 contains 41900 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43261 members 
Mstep: Class 12 contains 45726 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 45123 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32271 members 
Mstep: Class 18 contains 44826 members 
Mstep: Class 19 contains 40614 members 
Mstep: Class 20 contains 410 members 
Mstep: Class 21 contains 44962 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43071 members 
Mstep: Class 24 contains 42354 members 
Mstep: Class 25 contains 38009 members 
Entering Unmasked Estep 
Score: -126948200.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126949096.000000 to -126948200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (44272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Entering Unmasked Estep 
Score: -8095649.500000 Penalty: 2653.130615
	Iteration 0F: 2 clusters Score -8095650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -8065975.000000 Penalty: 5306.261230
	Iteration 0F: 3 clusters Score -8065975 nChanged 20515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -8077089.000000 Penalty: 5306.261230
	Iteration 1F: 3 clusters Score -8077089 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -8077517.000000 Penalty: 5306.261230
	Iteration 2Q: 3 clusters Score -8077517 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -8078055.500000 Penalty: 5306.261230
	Iteration 3Q: 3 clusters Score -8078056 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -8078761.000000 Penalty: 5306.261230
	Iteration 4Q: 3 clusters Score -8078761 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -8079735.000000 Penalty: 5306.261230
	Iteration 5Q: 3 clusters Score -8079735 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -8081232.500000 Penalty: 5306.261230
	Iteration 6F: 3 clusters Score -8081232 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -8083430.500000 Penalty: 5306.261230
	Iteration 7F: 3 clusters Score -8083430 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -8086403.500000 Penalty: 5306.261230
	Iteration 8F: 3 clusters Score -8086404 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -8089739.500000 Penalty: 5306.261230
	Iteration 9F: 3 clusters Score -8089740 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -8092856.500000 Penalty: 5306.261230
	Iteration 10Q: 3 clusters Score -8092856 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -8094043.000000 Penalty: 5306.261230
	Iteration 11Q: 3 clusters Score -8094043 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -8094277.000000 Penalty: 5306.261230
	Iteration 12Q: 3 clusters Score -8094277 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -8094352.000000 Penalty: 5306.261230
	Iteration 13Q: 3 clusters Score -8094352 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -8094382.000000 Penalty: 5306.261230
	Iteration 14Q: 3 clusters Score -8094382 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -8094394.000000 Penalty: 5306.261230
	Iteration 15Q: 3 clusters Score -8094394 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -8094418.000000 Penalty: 5306.261230
	Iteration 16Q: 3 clusters Score -8094418 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -8094454.500000 Penalty: 5306.261230
	Iteration 17Q: 3 clusters Score -8094454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -8094436.500000 Penalty: 5306.261230
	Iteration 18Q: 3 clusters Score -8094436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -8094456.500000 Penalty: 5306.261230
	Iteration 19Q: 3 clusters Score -8094456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -8094458.500000 Penalty: 5306.261230
	Iteration 20F: 3 clusters Score -8094458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -8094461.500000 Penalty: 5306.261230
	Iteration 21Q: 3 clusters Score -8094462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -8094468.500000 Penalty: 5306.261230
	Iteration 22Q: 3 clusters Score -8094468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -8094458.500000 Penalty: 5306.261230
	Iteration 23Q: 3 clusters Score -8094458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -8094465.500000 Penalty: 5306.261230
	Iteration 24Q: 3 clusters Score -8094466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -8094479.000000 Penalty: 5306.261230
	Iteration 25Q: 3 clusters Score -8094479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -8094479.000000 Penalty: 5306.261230
	Iteration 26Q: 3 clusters Score -8094479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -8094476.500000 Penalty: 5306.261230
	Iteration 27Q: 3 clusters Score -8094476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -8094490.000000 Penalty: 5306.261230
	Iteration 28Q: 3 clusters Score -8094490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -8094475.000000 Penalty: 5306.261230
	Iteration 29Q: 3 clusters Score -8094475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -8094470.000000 Penalty: 5306.261230
	Iteration 30Q: 3 clusters Score -8094470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -8094457.500000 Penalty: 5306.261230
	Iteration 31Q: 3 clusters Score -8094458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -8094464.500000 Penalty: 5306.261230
	Iteration 32Q: 3 clusters Score -8094464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -8094457.000000 Penalty: 5306.261230
	Iteration 33Q: 3 clusters Score -8094457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -8094459.000000 Penalty: 5306.261230
	Iteration 34Q: 3 clusters Score -8094459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -8094453.500000 Penalty: 5306.261230
	Iteration 35Q: 3 clusters Score -8094454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -8094458.000000 Penalty: 5306.261230
	Iteration 36Q: 3 clusters Score -8094458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -8094456.500000 Penalty: 5306.261230
	Iteration 37Q: 3 clusters Score -8094456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -8094456.500000 Penalty: 5306.261230
	Iteration 38F: 3 clusters Score -8094456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Entering Unmasked Estep 
Score: -7671977.000000 Penalty: 2637.853027
	Iteration 0F: 2 clusters Score -7671977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -7644040.500000 Penalty: 5275.706055
	Iteration 0F: 3 clusters Score -7644040 nChanged 18998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -7654665.000000 Penalty: 5275.706055
	Iteration 1F: 3 clusters Score -7654665 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -7655889.500000 Penalty: 5275.706055
	Iteration 2F: 3 clusters Score -7655890 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -7657623.500000 Penalty: 5275.706055
	Iteration 3F: 3 clusters Score -7657624 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -7659887.500000 Penalty: 5275.706055
	Iteration 4F: 3 clusters Score -7659888 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -7662403.500000 Penalty: 5275.706055
	Iteration 5F: 3 clusters Score -7662404 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -7665141.500000 Penalty: 5275.706055
	Iteration 6F: 3 clusters Score -7665142 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -7667608.000000 Penalty: 5275.706055
	Iteration 7F: 3 clusters Score -7667608 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -7669021.000000 Penalty: 5275.706055
	Iteration 8Q: 3 clusters Score -7669021 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -7669685.000000 Penalty: 5275.706055
	Iteration 9Q: 3 clusters Score -7669685 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -7670038.500000 Penalty: 5275.706055
	Iteration 10Q: 3 clusters Score -7670038 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -7670213.000000 Penalty: 5275.706055
	Iteration 11Q: 3 clusters Score -7670213 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -7670379.500000 Penalty: 5275.706055
	Iteration 12Q: 3 clusters Score -7670380 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -7670495.500000 Penalty: 5275.706055
	Iteration 13Q: 3 clusters Score -7670496 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -7670574.500000 Penalty: 5275.706055
	Iteration 14Q: 3 clusters Score -7670574 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -7670636.500000 Penalty: 5275.706055
	Iteration 15Q: 3 clusters Score -7670636 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -7670698.000000 Penalty: 5275.706055
	Iteration 16Q: 3 clusters Score -7670698 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -7670758.500000 Penalty: 5275.706055
	Iteration 17Q: 3 clusters Score -7670758 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -7670801.500000 Penalty: 5275.706055
	Iteration 18Q: 3 clusters Score -7670802 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -7670817.500000 Penalty: 5275.706055
	Iteration 19Q: 3 clusters Score -7670818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -7670847.000000 Penalty: 5275.706055
	Iteration 20F: 3 clusters Score -7670847 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -7670874.000000 Penalty: 5275.706055
	Iteration 21Q: 3 clusters Score -7670874 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -7670893.500000 Penalty: 5275.706055
	Iteration 22Q: 3 clusters Score -7670894 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -7670894.500000 Penalty: 5275.706055
	Iteration 23Q: 3 clusters Score -7670894 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -7670913.500000 Penalty: 5275.706055
	Iteration 24Q: 3 clusters Score -7670914 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -7670918.500000 Penalty: 5275.706055
	Iteration 25Q: 3 clusters Score -7670918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -7670939.000000 Penalty: 5275.706055
	Iteration 26Q: 3 clusters Score -7670939 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -7670936.500000 Penalty: 5275.706055
	Iteration 27Q: 3 clusters Score -7670936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -7670956.500000 Penalty: 5275.706055
	Iteration 28Q: 3 clusters Score -7670956 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -7670966.000000 Penalty: 5275.706055
	Iteration 29Q: 3 clusters Score -7670966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -7670960.000000 Penalty: 5275.706055
	Iteration 30Q: 3 clusters Score -7670960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -7670947.500000 Penalty: 5275.706055
	Iteration 31Q: 3 clusters Score -7670948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -7670955.500000 Penalty: 5275.706055
	Iteration 32Q: 3 clusters Score -7670956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -7670974.000000 Penalty: 5275.706055
	Iteration 33Q: 3 clusters Score -7670974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -7670974.500000 Penalty: 5275.706055
	Iteration 34Q: 3 clusters Score -7670974 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -7670965.000000 Penalty: 5275.706055
	Iteration 35Q: 3 clusters Score -7670965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -7670966.500000 Penalty: 5275.706055
	Iteration 36Q: 3 clusters Score -7670966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -7670970.000000 Penalty: 5275.706055
	Iteration 37Q: 3 clusters Score -7670970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -7670969.500000 Penalty: 5275.706055
	Iteration 38Q: 3 clusters Score -7670970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -7670977.000000 Penalty: 5275.706055
	Iteration 39Q: 3 clusters Score -7670977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -7670979.500000 Penalty: 5275.706055
	Iteration 40F: 3 clusters Score -7670980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7670991.500000 Penalty: 5275.706055
	Iteration 41Q: 3 clusters Score -7670992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7671004.500000 Penalty: 5275.706055
	Iteration 42Q: 3 clusters Score -7671004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -7671006.500000 Penalty: 5275.706055
	Iteration 43Q: 3 clusters Score -7671006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -7670997.000000 Penalty: 5275.706055
	Iteration 44Q: 3 clusters Score -7670997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -7671001.500000 Penalty: 5275.706055
	Iteration 45Q: 3 clusters Score -7671002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -7671000.500000 Penalty: 5275.706055
	Iteration 46Q: 3 clusters Score -7671000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7671011.500000 Penalty: 5275.706055
	Iteration 47Q: 3 clusters Score -7671012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -7671002.000000 Penalty: 5275.706055
	Iteration 48Q: 3 clusters Score -7671002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -7671001.000000 Penalty: 5275.706055
	Iteration 49Q: 3 clusters Score -7671001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -7670999.500000 Penalty: 5275.706055
	Iteration 50Q: 3 clusters Score -7671000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7670995.500000 Penalty: 5275.706055
	Iteration 51Q: 3 clusters Score -7670996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -7670995.500000 Penalty: 5275.706055
	Iteration 52Q: 3 clusters Score -7670996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -7671005.000000 Penalty: 5275.706055
	Iteration 53Q: 3 clusters Score -7671005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -7671006.500000 Penalty: 5275.706055
	Iteration 54Q: 3 clusters Score -7671006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7671007.000000 Penalty: 5275.706055
	Iteration 55Q: 3 clusters Score -7671007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7671016.000000 Penalty: 5275.706055
	Iteration 56Q: 3 clusters Score -7671016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -7671017.500000 Penalty: 5275.706055
	Iteration 57Q: 3 clusters Score -7671018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7671022.000000 Penalty: 5275.706055
	Iteration 58Q: 3 clusters Score -7671022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -7671027.500000 Penalty: 5275.706055
	Iteration 59Q: 3 clusters Score -7671028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7671017.500000 Penalty: 5275.706055
	Iteration 60F: 3 clusters Score -7671018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -7671018.000000 Penalty: 5275.706055
	Iteration 61Q: 3 clusters Score -7671018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7671022.000000 Penalty: 5275.706055
	Iteration 62Q: 3 clusters Score -7671022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7671022.000000 Penalty: 5275.706055
	Iteration 63F: 3 clusters Score -7671022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Entering Unmasked Estep 
Score: -4203937.500000 Penalty: 2488.222656
	Iteration 0F: 2 clusters Score -4203938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -4188103.500000 Penalty: 4976.445312
	Iteration 0F: 3 clusters Score -4188104 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -4193552.500000 Penalty: 4976.445312
	Iteration 1F: 3 clusters Score -4193552 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -4194122.750000 Penalty: 4976.445312
	Iteration 2F: 3 clusters Score -4194123 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -4194657.500000 Penalty: 4976.445312
	Iteration 3Q: 3 clusters Score -4194658 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -4195177.500000 Penalty: 4976.445312
	Iteration 4Q: 3 clusters Score -4195178 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -4195708.500000 Penalty: 4976.445312
	Iteration 5Q: 3 clusters Score -4195708 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -4196306.500000 Penalty: 4976.445312
	Iteration 6Q: 3 clusters Score -4196306 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -4196978.000000 Penalty: 4976.445312
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	Iteration 101Q: 3 clusters Score -4201036 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -4201048.500000 Penalty: 4976.445312
	Iteration 102Q: 3 clusters Score -4201048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4201062.000000 Penalty: 4976.445312
	Iteration 103Q: 3 clusters Score -4201062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4201084.000000 Penalty: 4976.445312
	Iteration 104Q: 3 clusters Score -4201084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4201102.000000 Penalty: 4976.445312
	Iteration 105Q: 3 clusters Score -4201102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4201106.500000 Penalty: 4976.445312
	Iteration 106Q: 3 clusters Score -4201106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4201136.000000 Penalty: 4976.445312
	Iteration 107Q: 3 clusters Score -4201136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -4201155.000000 Penalty: 4976.445312
	Iteration 108Q: 3 clusters Score -4201155 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -4201162.500000 Penalty: 4976.445312
	Iteration 109Q: 3 clusters Score -4201162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4201172.000000 Penalty: 4976.445312
	Iteration 110Q: 3 clusters Score -4201172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -4201182.500000 Penalty: 4976.445312
	Iteration 111Q: 3 clusters Score -4201182 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -4201206.500000 Penalty: 4976.445312
	Iteration 112Q: 3 clusters Score -4201206 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4201235.000000 Penalty: 4976.445312
	Iteration 113Q: 3 clusters Score -4201235 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -4201257.000000 Penalty: 4976.445312
	Iteration 114Q: 3 clusters Score -4201257 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4201278.000000 Penalty: 4976.445312
	Iteration 115Q: 3 clusters Score -4201278 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -4201300.500000 Penalty: 4976.445312
	Iteration 116Q: 3 clusters Score -4201300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -4201325.500000 Penalty: 4976.445312
	Iteration 117Q: 3 clusters Score -4201326 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -4201340.000000 Penalty: 4976.445312
	Iteration 118Q: 3 clusters Score -4201340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4201352.500000 Penalty: 4976.445312
	Iteration 119Q: 3 clusters Score -4201352 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4201365.500000 Penalty: 4976.445312
	Iteration 120F: 3 clusters Score -4201366 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4201387.000000 Penalty: 4976.445312
	Iteration 121Q: 3 clusters Score -4201387 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4201411.000000 Penalty: 4976.445312
	Iteration 122Q: 3 clusters Score -4201411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4201425.500000 Penalty: 4976.445312
	Iteration 123Q: 3 clusters Score -4201426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4201448.500000 Penalty: 4976.445312
	Iteration 124Q: 3 clusters Score -4201448 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4201459.500000 Penalty: 4976.445312
	Iteration 125Q: 3 clusters Score -4201460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4201458.500000 Penalty: 4976.445312
	Iteration 126Q: 3 clusters Score -4201458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -4201484.500000 Penalty: 4976.445312
	Iteration 127Q: 3 clusters Score -4201484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4201484.500000 Penalty: 4976.445312
	Iteration 128Q: 3 clusters Score -4201484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4201502.500000 Penalty: 4976.445312
	Iteration 129Q: 3 clusters Score -4201502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4201512.000000 Penalty: 4976.445312
	Iteration 130Q: 3 clusters Score -4201512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4201516.500000 Penalty: 4976.445312
	Iteration 131Q: 3 clusters Score -4201516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4201532.000000 Penalty: 4976.445312
	Iteration 132Q: 3 clusters Score -4201532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4201541.000000 Penalty: 4976.445312
	Iteration 133Q: 3 clusters Score -4201541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4201547.000000 Penalty: 4976.445312
	Iteration 134Q: 3 clusters Score -4201547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4201557.000000 Penalty: 4976.445312
	Iteration 135Q: 3 clusters Score -4201557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4201563.000000 Penalty: 4976.445312
	Iteration 136Q: 3 clusters Score -4201563 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4201571.500000 Penalty: 4976.445312
	Iteration 137Q: 3 clusters Score -4201572 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4201583.000000 Penalty: 4976.445312
	Iteration 138Q: 3 clusters Score -4201583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4201590.000000 Penalty: 4976.445312
	Iteration 139Q: 3 clusters Score -4201590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4201598.500000 Penalty: 4976.445312
	Iteration 140F: 3 clusters Score -4201598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4201604.500000 Penalty: 4976.445312
	Iteration 141Q: 3 clusters Score -4201604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4201614.500000 Penalty: 4976.445312
	Iteration 142Q: 3 clusters Score -4201614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4201619.000000 Penalty: 4976.445312
	Iteration 143Q: 3 clusters Score -4201619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4201632.500000 Penalty: 4976.445312
	Iteration 144Q: 3 clusters Score -4201632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4201642.000000 Penalty: 4976.445312
	Iteration 145Q: 3 clusters Score -4201642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4201664.000000 Penalty: 4976.445312
	Iteration 146Q: 3 clusters Score -4201664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4201686.500000 Penalty: 4976.445312
	Iteration 147Q: 3 clusters Score -4201686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4201707.500000 Penalty: 4976.445312
	Iteration 148Q: 3 clusters Score -4201708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4201718.000000 Penalty: 4976.445312
	Iteration 149Q: 3 clusters Score -4201718 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4201729.500000 Penalty: 4976.445312
	Iteration 150Q: 3 clusters Score -4201730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4201728.500000 Penalty: 4976.445312
	Iteration 151Q: 3 clusters Score -4201728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4201734.000000 Penalty: 4976.445312
	Iteration 152Q: 3 clusters Score -4201734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4201746.500000 Penalty: 4976.445312
	Iteration 153Q: 3 clusters Score -4201746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4201756.000000 Penalty: 4976.445312
	Iteration 154Q: 3 clusters Score -4201756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4201769.500000 Penalty: 4976.445312
	Iteration 155Q: 3 clusters Score -4201770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4201770.500000 Penalty: 4976.445312
	Iteration 156Q: 3 clusters Score -4201770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4201772.000000 Penalty: 4976.445312
	Iteration 157Q: 3 clusters Score -4201772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4201786.500000 Penalty: 4976.445312
	Iteration 158Q: 3 clusters Score -4201786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4201792.500000 Penalty: 4976.445312
	Iteration 159Q: 3 clusters Score -4201792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4201796.000000 Penalty: 4976.445312
	Iteration 160F: 3 clusters Score -4201796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4201800.500000 Penalty: 4976.445312
	Iteration 161Q: 3 clusters Score -4201800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4201803.500000 Penalty: 4976.445312
	Iteration 162Q: 3 clusters Score -4201804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4201809.000000 Penalty: 4976.445312
	Iteration 163Q: 3 clusters Score -4201809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4201809.000000 Penalty: 4976.445312
	Iteration 164Q: 3 clusters Score -4201809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4201809.000000 Penalty: 4976.445312
	Iteration 165Q: 3 clusters Score -4201809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4201806.000000 Penalty: 4976.445312
	Iteration 166Q: 3 clusters Score -4201806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4201809.000000 Penalty: 4976.445312
	Iteration 167Q: 3 clusters Score -4201809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4201810.000000 Penalty: 4976.445312
	Iteration 168Q: 3 clusters Score -4201810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4201811.000000 Penalty: 4976.445312
	Iteration 169Q: 3 clusters Score -4201811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4201810.000000 Penalty: 4976.445312
	Iteration 170Q: 3 clusters Score -4201810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4201815.000000 Penalty: 4976.445312
	Iteration 171Q: 3 clusters Score -4201815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4201815.000000 Penalty: 4976.445312
	Iteration 172F: 3 clusters Score -4201815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -50569.699219 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -50569.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49369.832031 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -49369.83 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -50066.804688 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -50066.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -50446.082031 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -50446.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -50752.578125 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -50752.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -51081.703125 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -51081.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -51217.804688 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -51217.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -51355.058594 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -51355.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -51401.234375 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -51401.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -51508.390625 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -51508.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -51524.070312 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -51524.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -51540.074219 Penalty: 3118.777832
	Iteration 10F: 3 clusters Score -51540.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -51575.687500 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -51575.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -51591.199219 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -51591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -51591.199219 Penalty: 3118.777832
	Iteration 13F: 3 clusters Score -51591.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 42428 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44272 members 
Mstep: Class 5 contains 41627 members 
Mstep: Class 6 contains 22769 members 
Mstep: Class 7 contains 167 members 
Mstep: Class 8 contains 43260 members 
Mstep: Class 9 contains 41900 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43261 members 
Mstep: Class 12 contains 45726 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 45123 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32271 members 
Mstep: Class 18 contains 44826 members 
Mstep: Class 19 contains 40614 members 
Mstep: Class 20 contains 371 members 
Mstep: Class 21 contains 44962 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43071 members 
Mstep: Class 24 contains 42354 members 
Mstep: Class 25 contains 38009 members 
Entering Unmasked Estep 
Score: -126948072.000000 Penalty: 83433.343750
Splitting cluster 7 changes total score from -126949096.000000 to -126948072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (43260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Entering Unmasked Estep 
Score: -8004109.500000 Penalty: 2647.395996
	Iteration 0F: 2 clusters Score -8004110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -7975312.500000 Penalty: 5294.791992
	Iteration 0F: 3 clusters Score -7975312 nChanged 19854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -7986229.500000 Penalty: 5294.791992
	Iteration 1F: 3 clusters Score -7986230 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -7986756.500000 Penalty: 5294.791992
	Iteration 2Q: 3 clusters Score -7986756 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -7987160.000000 Penalty: 5294.791992
	Iteration 3Q: 3 clusters Score -7987160 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -7987547.000000 Penalty: 5294.791992
	Iteration 4Q: 3 clusters Score -7987547 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -7988006.000000 Penalty: 5294.791992
	Iteration 5Q: 3 clusters Score -7988006 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -7988516.500000 Penalty: 5294.791992
	Iteration 6Q: 3 clusters Score -7988516 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -7989295.500000 Penalty: 5294.791992
	Iteration 7Q: 3 clusters Score -7989296 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -7990541.500000 Penalty: 5294.791992
	Iteration 8Q: 3 clusters Score -7990542 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -7992309.000000 Penalty: 5294.791992
	Iteration 9F: 3 clusters Score -7992309 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -7994544.500000 Penalty: 5294.791992
	Iteration 10F: 3 clusters Score -7994544 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -7996708.000000 Penalty: 5294.791992
	Iteration 11F: 3 clusters Score -7996708 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -7998384.000000 Penalty: 5294.791992
	Iteration 12Q: 3 clusters Score -7998384 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -7999507.500000 Penalty: 5294.791992
	Iteration 13Q: 3 clusters Score -7999508 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -8000238.500000 Penalty: 5294.791992
	Iteration 14Q: 3 clusters Score -8000238 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -8000778.000000 Penalty: 5294.791992
	Iteration 15Q: 3 clusters Score -8000778 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8001101.500000 Penalty: 5294.791992
	Iteration 16Q: 3 clusters Score -8001102 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8001340.000000 Penalty: 5294.791992
	Iteration 17Q: 3 clusters Score -8001340 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8001464.000000 Penalty: 5294.791992
	Iteration 18Q: 3 clusters Score -8001464 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8001573.000000 Penalty: 5294.791992
	Iteration 19Q: 3 clusters Score -8001573 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8001670.000000 Penalty: 5294.791992
	Iteration 20F: 3 clusters Score -8001670 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8001717.000000 Penalty: 5294.791992
	Iteration 21Q: 3 clusters Score -8001717 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8001761.000000 Penalty: 5294.791992
	Iteration 22Q: 3 clusters Score -8001761 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8001780.000000 Penalty: 5294.791992
	Iteration 23Q: 3 clusters Score -8001780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8001817.500000 Penalty: 5294.791992
	Iteration 24Q: 3 clusters Score -8001818 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8001847.000000 Penalty: 5294.791992
	Iteration 25Q: 3 clusters Score -8001847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8001862.000000 Penalty: 5294.791992
	Iteration 26Q: 3 clusters Score -8001862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8001884.000000 Penalty: 5294.791992
	Iteration 27Q: 3 clusters Score -8001884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8001890.000000 Penalty: 5294.791992
	Iteration 28Q: 3 clusters Score -8001890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8001883.500000 Penalty: 5294.791992
	Iteration 29Q: 3 clusters Score -8001884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8001899.500000 Penalty: 5294.791992
	Iteration 30Q: 3 clusters Score -8001900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8001894.000000 Penalty: 5294.791992
	Iteration 31Q: 3 clusters Score -8001894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8001894.000000 Penalty: 5294.791992
	Iteration 32Q: 3 clusters Score -8001894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8001891.500000 Penalty: 5294.791992
	Iteration 33Q: 3 clusters Score -8001892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8001893.000000 Penalty: 5294.791992
	Iteration 34Q: 3 clusters Score -8001893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8001899.000000 Penalty: 5294.791992
	Iteration 35Q: 3 clusters Score -8001899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8001906.500000 Penalty: 5294.791992
	Iteration 36Q: 3 clusters Score -8001906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8001900.500000 Penalty: 5294.791992
	Iteration 37Q: 3 clusters Score -8001900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8001910.000000 Penalty: 5294.791992
	Iteration 38Q: 3 clusters Score -8001910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8001920.500000 Penalty: 5294.791992
	Iteration 39Q: 3 clusters Score -8001920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8001915.000000 Penalty: 5294.791992
	Iteration 40F: 3 clusters Score -8001915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8001914.000000 Penalty: 5294.791992
	Iteration 41Q: 3 clusters Score -8001914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8001919.500000 Penalty: 5294.791992
	Iteration 42Q: 3 clusters Score -8001920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8001921.500000 Penalty: 5294.791992
	Iteration 43Q: 3 clusters Score -8001922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8001921.500000 Penalty: 5294.791992
	Iteration 44F: 3 clusters Score -8001922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Entering Unmasked Estep 
Score: -7752401.500000 Penalty: 2639.474121
	Iteration 0F: 2 clusters Score -7752402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -7724281.500000 Penalty: 5278.948242
	Iteration 0F: 3 clusters Score -7724282 nChanged 19165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -7734738.500000 Penalty: 5278.948242
	Iteration 1F: 3 clusters Score -7734738 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -7735273.000000 Penalty: 5278.948242
	Iteration 2Q: 3 clusters Score -7735273 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -7735812.500000 Penalty: 5278.948242
	Iteration 3Q: 3 clusters Score -7735812 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -7736498.500000 Penalty: 5278.948242
	Iteration 4Q: 3 clusters Score -7736498 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -7737296.000000 Penalty: 5278.948242
	Iteration 5Q: 3 clusters Score -7737296 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -7738370.000000 Penalty: 5278.948242
	Iteration 6Q: 3 clusters Score -7738370 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -7739916.000000 Penalty: 5278.948242
	Iteration 7F: 3 clusters Score -7739916 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -7741724.000000 Penalty: 5278.948242
	Iteration 8F: 3 clusters Score -7741724 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -7743808.500000 Penalty: 5278.948242
	Iteration 9F: 3 clusters Score -7743808 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -7745716.500000 Penalty: 5278.948242
	Iteration 10F: 3 clusters Score -7745716 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -7746742.000000 Penalty: 5278.948242
	Iteration 11Q: 3 clusters Score -7746742 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -7747220.000000 Penalty: 5278.948242
	Iteration 12Q: 3 clusters Score -7747220 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -7747388.500000 Penalty: 5278.948242
	Iteration 13Q: 3 clusters Score -7747388 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -7747470.000000 Penalty: 5278.948242
	Iteration 14Q: 3 clusters Score -7747470 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -7747544.500000 Penalty: 5278.948242
	Iteration 15Q: 3 clusters Score -7747544 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -7747607.500000 Penalty: 5278.948242
	Iteration 16Q: 3 clusters Score -7747608 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -7747628.500000 Penalty: 5278.948242
	Iteration 17Q: 3 clusters Score -7747628 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -7747688.500000 Penalty: 5278.948242
	Iteration 18Q: 3 clusters Score -7747688 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -7747713.000000 Penalty: 5278.948242
	Iteration 19Q: 3 clusters Score -7747713 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -7747740.000000 Penalty: 5278.948242
	Iteration 20F: 3 clusters Score -7747740 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -7747754.000000 Penalty: 5278.948242
	Iteration 21Q: 3 clusters Score -7747754 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -7747763.000000 Penalty: 5278.948242
	Iteration 22Q: 3 clusters Score -7747763 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -7747796.500000 Penalty: 5278.948242
	Iteration 23Q: 3 clusters Score -7747796 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -7747824.500000 Penalty: 5278.948242
	Iteration 24Q: 3 clusters Score -7747824 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -7747870.500000 Penalty: 5278.948242
	Iteration 25Q: 3 clusters Score -7747870 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -7747854.500000 Penalty: 5278.948242
	Iteration 26Q: 3 clusters Score -7747854 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -7747875.500000 Penalty: 5278.948242
	Iteration 27Q: 3 clusters Score -7747876 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -7747902.500000 Penalty: 5278.948242
	Iteration 28Q: 3 clusters Score -7747902 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -7747930.000000 Penalty: 5278.948242
	Iteration 29Q: 3 clusters Score -7747930 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -7747924.500000 Penalty: 5278.948242
	Iteration 30Q: 3 clusters Score -7747924 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -7747937.000000 Penalty: 5278.948242
	Iteration 31Q: 3 clusters Score -7747937 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -7747937.000000 Penalty: 5278.948242
	Iteration 32Q: 3 clusters Score -7747937 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -7747953.000000 Penalty: 5278.948242
	Iteration 33Q: 3 clusters Score -7747953 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -7747968.000000 Penalty: 5278.948242
	Iteration 34Q: 3 clusters Score -7747968 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -7747997.500000 Penalty: 5278.948242
	Iteration 35Q: 3 clusters Score -7747998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -7747998.500000 Penalty: 5278.948242
	Iteration 36Q: 3 clusters Score -7747998 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -7748009.000000 Penalty: 5278.948242
	Iteration 37Q: 3 clusters Score -7748009 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -7748020.500000 Penalty: 5278.948242
	Iteration 38Q: 3 clusters Score -7748020 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -7748027.500000 Penalty: 5278.948242
	Iteration 39Q: 3 clusters Score -7748028 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -7748047.000000 Penalty: 5278.948242
	Iteration 40F: 3 clusters Score -7748047 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -7748062.000000 Penalty: 5278.948242
	Iteration 41Q: 3 clusters Score -7748062 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -7748069.500000 Penalty: 5278.948242
	Iteration 42Q: 3 clusters Score -7748070 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -7748082.500000 Penalty: 5278.948242
	Iteration 43Q: 3 clusters Score -7748082 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -7748093.000000 Penalty: 5278.948242
	Iteration 44Q: 3 clusters Score -7748093 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -7748104.000000 Penalty: 5278.948242
	Iteration 45Q: 3 clusters Score -7748104 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -7748109.000000 Penalty: 5278.948242
	Iteration 46Q: 3 clusters Score -7748109 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -7748130.500000 Penalty: 5278.948242
	Iteration 47Q: 3 clusters Score -7748130 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -7748126.500000 Penalty: 5278.948242
	Iteration 48Q: 3 clusters Score -7748126 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -7748152.500000 Penalty: 5278.948242
	Iteration 49Q: 3 clusters Score -7748152 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7748223 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7748246 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7748280 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7748310 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7748317 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7748336 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7748362 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7748418 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7748438 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7748468 nChanged 279
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Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7748541 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7748607 nChanged 251
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Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7748670 nChanged 272
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Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7748707 nChanged 255
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Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7748777 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7748810 nChanged 272
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7748890 nChanged 267
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Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7748942 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7749008 nChanged 271
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Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7749090 nChanged 259
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Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7749130 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7749179 nChanged 230
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Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7749224 nChanged 233
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Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7749304 nChanged 242
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Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7749334 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7749432 nChanged 252
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Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7749490 nChanged 254
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Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7749542 nChanged 246
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Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7749608 nChanged 224
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Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7749671 nChanged 230
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Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7749720 nChanged 232
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Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7749804 nChanged 234
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Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7749856 nChanged 212
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Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7749896 nChanged 201
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Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7749962 nChanged 205
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Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7750012 nChanged 198
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Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7750056 nChanged 175
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Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7750096 nChanged 153
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Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7750156 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7750159 nChanged 148
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Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7750157 nChanged 151
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Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7750212 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7750234 nChanged 139
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Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7750268 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7750292 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7750328 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7750345 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7750362 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7750366 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7750385 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -7750414.500000 Penalty: 5278.948242
	Iteration 100F: 3 clusters Score -7750414 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7750433 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7750470 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -7750493.500000 Penalty: 5278.948242
	Iteration 103Q: 3 clusters Score -7750494 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -7750511.500000 Penalty: 5278.948242
	Iteration 104Q: 3 clusters Score -7750512 nChanged 79
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Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7750562 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -7750600.000000 Penalty: 5278.948242
	Iteration 106Q: 3 clusters Score -7750600 nChanged 68
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Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7750612 nChanged 70
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Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7750633 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -7750649.000000 Penalty: 5278.948242
	Iteration 109Q: 3 clusters Score -7750649 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2819 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7750658 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7750670 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7750698 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -7750705.000000 Penalty: 5278.948242
	Iteration 113Q: 3 clusters Score -7750705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -7750709.500000 Penalty: 5278.948242
	Iteration 114Q: 3 clusters Score -7750710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7750730 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7750729 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -7750722.000000 Penalty: 5278.948242
	Iteration 117Q: 3 clusters Score -7750722 nChanged 27
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Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7750736 nChanged 30
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Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7750738 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7750737 nChanged 23
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Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7750730 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7750738 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -7750742.000000 Penalty: 5278.948242
	Iteration 123Q: 3 clusters Score -7750742 nChanged 18
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Mstep: Class 1 contains 2425 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7750756 nChanged 10
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Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7750752 nChanged 12
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Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -7750747.000000 Penalty: 5278.948242
	Iteration 126Q: 3 clusters Score -7750747 nChanged 8
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Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7750738 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -7750734.500000 Penalty: 5278.948242
	Iteration 128Q: 3 clusters Score -7750734 nChanged 11
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Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7750760 nChanged 18
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Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7750770 nChanged 10
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Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -7750776.000000 Penalty: 5278.948242
	Iteration 131Q: 3 clusters Score -7750776 nChanged 14
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Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -7750784.000000 Penalty: 5278.948242
	Iteration 132Q: 3 clusters Score -7750784 nChanged 10
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Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -7750781.000000 Penalty: 5278.948242
	Iteration 133Q: 3 clusters Score -7750781 nChanged 11
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Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -7750778.000000 Penalty: 5278.948242
	Iteration 134Q: 3 clusters Score -7750778 nChanged 3
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Mstep: Class 1 contains 2323 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7750786 nChanged 2
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Mstep: Class 1 contains 2321 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7750786 nChanged 2
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Mstep: Class 1 contains 2319 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7750783 nChanged 1
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	Iteration 138Q: 3 clusters Score -7750783 nChanged 1
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7750782 nChanged 1
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7750782 nChanged 1
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Mstep: Class 1 contains 2315 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7750784 nChanged 0
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Score: -7750784.500000 Penalty: 5278.948242
	Iteration 142F: 3 clusters Score -7750784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -82643.210938 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -82643.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -81181.570312 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -81181.57 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81453.289062 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -81453.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -81565.898438 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -81565.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -81680.875000 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -81680.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -81808.953125 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -81808.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -81926.328125 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -81926.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82003.960938 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -82003.96 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -82069.679688 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -82069.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -82116.734375 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -82116.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82219.367188 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -82219.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82281.375000 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -82281.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82328.359375 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -82328.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -82364.765625 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -82364.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -82415.843750 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -82415.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82430.648438 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -82430.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82432.585938 Penalty: 3099.029297
	Iteration 15F: 3 clusters Score -82432.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -82448.007812 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -82448.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82449.257812 Penalty: 3099.029297
	Iteration 17Q: 3 clusters Score -82449.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -82449.257812 Penalty: 3099.029297
	Iteration 18F: 3 clusters Score -82449.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Entering Unmasked Estep 
Score: -8078798.000000 Penalty: 2647.401611
	Iteration 0F: 2 clusters Score -8078798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -8050088.500000 Penalty: 5294.803223
	Iteration 0F: 3 clusters Score -8050088 nChanged 19945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -8061129.000000 Penalty: 5294.803223
	Iteration 1F: 3 clusters Score -8061129 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -8061663.500000 Penalty: 5294.803223
	Iteration 2Q: 3 clusters Score -8061664 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -8062257.500000 Penalty: 5294.803223
	Iteration 3Q: 3 clusters Score -8062258 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -8062833.000000 Penalty: 5294.803223
	Iteration 4Q: 3 clusters Score -8062833 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -8063421.000000 Penalty: 5294.803223
	Iteration 5Q: 3 clusters Score -8063421 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -8064162.000000 Penalty: 5294.803223
	Iteration 6Q: 3 clusters Score -8064162 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -8065146.000000 Penalty: 5294.803223
	Iteration 7Q: 3 clusters Score -8065146 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -8066441.500000 Penalty: 5294.803223
	Iteration 8Q: 3 clusters Score -8066442 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -8068114.000000 Penalty: 5294.803223
	Iteration 9F: 3 clusters Score -8068114 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -8069835.500000 Penalty: 5294.803223
	Iteration 10F: 3 clusters Score -8069836 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -8071500.500000 Penalty: 5294.803223
	Iteration 11F: 3 clusters Score -8071500 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -8072954.000000 Penalty: 5294.803223
	Iteration 12Q: 3 clusters Score -8072954 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -8074119.500000 Penalty: 5294.803223
	Iteration 13Q: 3 clusters Score -8074120 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -8074991.000000 Penalty: 5294.803223
	Iteration 14Q: 3 clusters Score -8074991 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -8075574.000000 Penalty: 5294.803223
	Iteration 15Q: 3 clusters Score -8075574 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -8075969.000000 Penalty: 5294.803223
	Iteration 16Q: 3 clusters Score -8075969 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -8076156.500000 Penalty: 5294.803223
	Iteration 17Q: 3 clusters Score -8076156 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -8076298.000000 Penalty: 5294.803223
	Iteration 18Q: 3 clusters Score -8076298 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -8076412.500000 Penalty: 5294.803223
	Iteration 19Q: 3 clusters Score -8076412 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -8076481.000000 Penalty: 5294.803223
	Iteration 20F: 3 clusters Score -8076481 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -8076530.000000 Penalty: 5294.803223
	Iteration 21Q: 3 clusters Score -8076530 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -8076568.000000 Penalty: 5294.803223
	Iteration 22Q: 3 clusters Score -8076568 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -8076599.500000 Penalty: 5294.803223
	Iteration 23Q: 3 clusters Score -8076600 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -8076622.500000 Penalty: 5294.803223
	Iteration 24Q: 3 clusters Score -8076622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -8076656.000000 Penalty: 5294.803223
	Iteration 25Q: 3 clusters Score -8076656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -8076687.000000 Penalty: 5294.803223
	Iteration 26Q: 3 clusters Score -8076687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -8076705.000000 Penalty: 5294.803223
	Iteration 27Q: 3 clusters Score -8076705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -8076730.000000 Penalty: 5294.803223
	Iteration 28Q: 3 clusters Score -8076730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -8076731.500000 Penalty: 5294.803223
	Iteration 29Q: 3 clusters Score -8076732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -8076746.500000 Penalty: 5294.803223
	Iteration 30Q: 3 clusters Score -8076746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -8076750.500000 Penalty: 5294.803223
	Iteration 31Q: 3 clusters Score -8076750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -8076755.000000 Penalty: 5294.803223
	Iteration 32Q: 3 clusters Score -8076755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -8076756.000000 Penalty: 5294.803223
	Iteration 33Q: 3 clusters Score -8076756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -8076756.000000 Penalty: 5294.803223
	Iteration 34F: 3 clusters Score -8076756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Entering Unmasked Estep 
Score: -8580869.000000 Penalty: 2661.144775
	Iteration 0F: 2 clusters Score -8580869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -8552376.000000 Penalty: 5322.289551
	Iteration 0F: 3 clusters Score -8552376 nChanged 20905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -8563863.000000 Penalty: 5322.289551
	Iteration 1F: 3 clusters Score -8563863 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -8564461.000000 Penalty: 5322.289551
	Iteration 2Q: 3 clusters Score -8564461 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -8564943.000000 Penalty: 5322.289551
	Iteration 3Q: 3 clusters Score -8564943 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -8565483.000000 Penalty: 5322.289551
	Iteration 4Q: 3 clusters Score -8565483 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -8565991.000000 Penalty: 5322.289551
	Iteration 5Q: 3 clusters Score -8565991 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -8566588.000000 Penalty: 5322.289551
	Iteration 6Q: 3 clusters Score -8566588 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -8567256.000000 Penalty: 5322.289551
	Iteration 7Q: 3 clusters Score -8567256 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -8568078.000000 Penalty: 5322.289551
	Iteration 8Q: 3 clusters Score -8568078 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -8569191.000000 Penalty: 5322.289551
	Iteration 9Q: 3 clusters Score -8569191 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -8570713.000000 Penalty: 5322.289551
	Iteration 10F: 3 clusters Score -8570713 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -8572314.000000 Penalty: 5322.289551
	Iteration 11F: 3 clusters Score -8572314 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -8573622.000000 Penalty: 5322.289551
	Iteration 12F: 3 clusters Score -8573622 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -8574318.000000 Penalty: 5322.289551
	Iteration 13Q: 3 clusters Score -8574318 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -8574579.000000 Penalty: 5322.289551
	Iteration 14Q: 3 clusters Score -8574579 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -8574747.000000 Penalty: 5322.289551
	Iteration 15Q: 3 clusters Score -8574747 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -8574819.000000 Penalty: 5322.289551
	Iteration 16Q: 3 clusters Score -8574819 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -8574930.000000 Penalty: 5322.289551
	Iteration 17Q: 3 clusters Score -8574930 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -8575031.000000 Penalty: 5322.289551
	Iteration 18Q: 3 clusters Score -8575031 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -8575172.000000 Penalty: 5322.289551
	Iteration 19Q: 3 clusters Score -8575172 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -8575237.000000 Penalty: 5322.289551
	Iteration 20F: 3 clusters Score -8575237 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -8575348.000000 Penalty: 5322.289551
	Iteration 21Q: 3 clusters Score -8575348 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -8575455.000000 Penalty: 5322.289551
	Iteration 22Q: 3 clusters Score -8575455 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -8575445.000000 Penalty: 5322.289551
	Iteration 23Q: 3 clusters Score -8575445 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -8575579.000000 Penalty: 5322.289551
	Iteration 24Q: 3 clusters Score -8575579 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -8575625.000000 Penalty: 5322.289551
	Iteration 25Q: 3 clusters Score -8575625 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -8575660.000000 Penalty: 5322.289551
	Iteration 26Q: 3 clusters Score -8575660 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -8575677.000000 Penalty: 5322.289551
	Iteration 27Q: 3 clusters Score -8575677 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -8575744.000000 Penalty: 5322.289551
	Iteration 28Q: 3 clusters Score -8575744 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -8575800.000000 Penalty: 5322.289551
	Iteration 29Q: 3 clusters Score -8575800 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -8575820.000000 Penalty: 5322.289551
	Iteration 30Q: 3 clusters Score -8575820 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -8575907.000000 Penalty: 5322.289551
	Iteration 31Q: 3 clusters Score -8575907 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -8575924.000000 Penalty: 5322.289551
	Iteration 32Q: 3 clusters Score -8575924 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -8575973.000000 Penalty: 5322.289551
	Iteration 33Q: 3 clusters Score -8575973 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -8576013.000000 Penalty: 5322.289551
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8576175 nChanged 419
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Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8576745 nChanged 560
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Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8576845 nChanged 641
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Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8576934 nChanged 612
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Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8577175 nChanged 565
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Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8577327 nChanged 563
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Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 39147 members 
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Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 39553 members 
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Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 40546 members 
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Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 40829 members 
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Mstep: Class 2 contains 41112 members 
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Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 42034 members 
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Mstep: Class 1 contains 3489 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3287 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2940 members 
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Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2610 members 
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Mstep: Class 1 contains 2454 members 
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Mstep: Class 1 contains 2308 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2182 members 
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Mstep: Class 1 contains 2073 members 
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Mstep: Class 1 contains 1906 members 
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	Iteration 84Q: 3 clusters Score -8579113 nChanged 80
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8579169 nChanged 38
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	Iteration 94Q: 3 clusters Score -8579174 nChanged 32
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	Iteration 97Q: 3 clusters Score -8579197 nChanged 32
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Mstep: Class 1 contains 1395 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8579177 nChanged 21
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	Iteration 100F: 3 clusters Score -8579183 nChanged 16
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8579179 nChanged 15
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	Iteration 102Q: 3 clusters Score -8579190 nChanged 15
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	Iteration 103Q: 3 clusters Score -8579178 nChanged 12
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	Iteration 104Q: 3 clusters Score -8579182 nChanged 9
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	Iteration 105Q: 3 clusters Score -8579188 nChanged 5
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	Iteration 106Q: 3 clusters Score -8579184 nChanged 8
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	Iteration 107Q: 3 clusters Score -8579178 nChanged 13
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	Iteration 108Q: 3 clusters Score -8579190 nChanged 8
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	Iteration 109Q: 3 clusters Score -8579195 nChanged 9
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	Iteration 110Q: 3 clusters Score -8579185 nChanged 7
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	Iteration 114Q: 3 clusters Score -8579205 nChanged 8
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	Iteration 116Q: 3 clusters Score -8579205 nChanged 3
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	Iteration 118Q: 3 clusters Score -8579201 nChanged 5
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	Iteration 119Q: 3 clusters Score -8579204 nChanged 5
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	Iteration 120F: 3 clusters Score -8579211 nChanged 6
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	Iteration 121Q: 3 clusters Score -8579213 nChanged 7
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	Iteration 126Q: 3 clusters Score -8579196 nChanged 7
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	Iteration 127Q: 3 clusters Score -8579195 nChanged 5
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Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -8579193.000000 Penalty: 5322.289551
	Iteration 128Q: 3 clusters Score -8579193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -8579192.000000 Penalty: 5322.289551
	Iteration 129Q: 3 clusters Score -8579192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -8579189.000000 Penalty: 5322.289551
	Iteration 130Q: 3 clusters Score -8579189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -8579194.000000 Penalty: 5322.289551
	Iteration 131Q: 3 clusters Score -8579194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -8579194.000000 Penalty: 5322.289551
	Iteration 132Q: 3 clusters Score -8579194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -8579199.000000 Penalty: 5322.289551
	Iteration 133Q: 3 clusters Score -8579199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -8579191.000000 Penalty: 5322.289551
	Iteration 134Q: 3 clusters Score -8579191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -8579196.000000 Penalty: 5322.289551
	Iteration 135Q: 3 clusters Score -8579196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -8579194.000000 Penalty: 5322.289551
	Iteration 136Q: 3 clusters Score -8579194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8579190.000000 Penalty: 5322.289551
	Iteration 137Q: 3 clusters Score -8579190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8579190.000000 Penalty: 5322.289551
	Iteration 138F: 3 clusters Score -8579190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -159835.875000 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -159835.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -157973.156250 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -157973.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -158252.562500 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -158252.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -158339.515625 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -158339.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -158381.109375 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -158381.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -158414.171875 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -158414.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -158434.984375 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -158435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -158445.406250 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -158445.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -158450.937500 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -158450.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -158455.671875 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -158455.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -158456.156250 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -158456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -158458.953125 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -158459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -158460.140625 Penalty: 3377.283447
	Iteration 11Q: 3 clusters Score -158460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -158464.359375 Penalty: 3377.283447
	Iteration 12Q: 3 clusters Score -158464.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -158468.703125 Penalty: 3377.283447
	Iteration 13Q: 3 clusters Score -158468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -158470.359375 Penalty: 3377.283447
	Iteration 14Q: 3 clusters Score -158470.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -158470.359375 Penalty: 3377.283447
	Iteration 15F: 3 clusters Score -158470.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Entering Unmasked Estep 
Score: -8346661.000000 Penalty: 2657.852539
	Iteration 0F: 2 clusters Score -8346661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -8317018.000000 Penalty: 5315.705078
	Iteration 0F: 3 clusters Score -8317018 nChanged 20767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -8328809.500000 Penalty: 5315.705078
	Iteration 1F: 3 clusters Score -8328810 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -8329994.000000 Penalty: 5315.705078
	Iteration 2F: 3 clusters Score -8329994 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -8331675.000000 Penalty: 5315.705078
	Iteration 3F: 3 clusters Score -8331675 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -8334093.500000 Penalty: 5315.705078
	Iteration 4F: 3 clusters Score -8334094 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -8337404.500000 Penalty: 5315.705078
	Iteration 5F: 3 clusters Score -8337404 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -8341190.000000 Penalty: 5315.705078
	Iteration 6F: 3 clusters Score -8341190 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -8343958.000000 Penalty: 5315.705078
	Iteration 7F: 3 clusters Score -8343958 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -8344883.000000 Penalty: 5315.705078
	Iteration 8Q: 3 clusters Score -8344883 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -8345098.500000 Penalty: 5315.705078
	Iteration 9Q: 3 clusters Score -8345098 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -8345228.000000 Penalty: 5315.705078
	Iteration 10Q: 3 clusters Score -8345228 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -8345239.000000 Penalty: 5315.705078
	Iteration 11Q: 3 clusters Score -8345239 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -8345273.000000 Penalty: 5315.705078
	Iteration 12Q: 3 clusters Score -8345273 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -8345285.000000 Penalty: 5315.705078
	Iteration 13Q: 3 clusters Score -8345285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -8345292.500000 Penalty: 5315.705078
	Iteration 14Q: 3 clusters Score -8345292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -8345291.000000 Penalty: 5315.705078
	Iteration 15Q: 3 clusters Score -8345291 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -8345301.500000 Penalty: 5315.705078
	Iteration 16Q: 3 clusters Score -8345302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -8345288.500000 Penalty: 5315.705078
	Iteration 17Q: 3 clusters Score -8345288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -8345284.500000 Penalty: 5315.705078
	Iteration 18Q: 3 clusters Score -8345284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -8345284.500000 Penalty: 5315.705078
	Iteration 19Q: 3 clusters Score -8345284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -8345292.000000 Penalty: 5315.705078
	Iteration 20F: 3 clusters Score -8345292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -8345302.500000 Penalty: 5315.705078
	Iteration 21Q: 3 clusters Score -8345302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -8345309.500000 Penalty: 5315.705078
	Iteration 22Q: 3 clusters Score -8345310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -8345306.000000 Penalty: 5315.705078
	Iteration 23Q: 3 clusters Score -8345306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -8345302.000000 Penalty: 5315.705078
	Iteration 24Q: 3 clusters Score -8345302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -8345306.000000 Penalty: 5315.705078
	Iteration 25Q: 3 clusters Score -8345306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -8345303.000000 Penalty: 5315.705078
	Iteration 26Q: 3 clusters Score -8345303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -8345306.000000 Penalty: 5315.705078
	Iteration 27Q: 3 clusters Score -8345306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -8345294.500000 Penalty: 5315.705078
	Iteration 28Q: 3 clusters Score -8345294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -8345293.500000 Penalty: 5315.705078
	Iteration 29Q: 3 clusters Score -8345294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -8345299.000000 Penalty: 5315.705078
	Iteration 30Q: 3 clusters Score -8345299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -8345307.500000 Penalty: 5315.705078
	Iteration 31Q: 3 clusters Score -8345308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -8345305.500000 Penalty: 5315.705078
	Iteration 32Q: 3 clusters Score -8345306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -8345306.000000 Penalty: 5315.705078
	Iteration 33Q: 3 clusters Score -8345306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -8345306.000000 Penalty: 5315.705078
	Iteration 34F: 3 clusters Score -8345306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -119253.492188 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -119253.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -117635.117188 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -117635.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117987.140625 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -117987.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118182.289062 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -118182.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118321.429688 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -118321.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -118406.179688 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -118406.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -118443.500000 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -118443.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -118483.937500 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -118483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118537.921875 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -118537.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -118565.710938 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -118565.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -118582.757812 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -118582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118598.859375 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -118598.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -118628.820312 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -118628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118676.781250 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -118676.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -118710.906250 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -118710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118759.679688 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -118759.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -118796.523438 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -118796.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -118815.429688 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -118815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118830.171875 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -118830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118836.500000 Penalty: 3237.867188
	Iteration 18Q: 3 clusters Score -118836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118836.500000 Penalty: 3237.867188
	Iteration 19F: 3 clusters Score -118836.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Entering Unmasked Estep 
Score: -379593.500000 Penalty: 1914.454346
	Iteration 0F: 2 clusters Score -379593.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -376861.906250 Penalty: 3828.908691
	Iteration 0F: 3 clusters Score -376861.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -377731.218750 Penalty: 3828.908691
	Iteration 1F: 3 clusters Score -377731.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -378503.968750 Penalty: 3828.908691
	Iteration 2F: 3 clusters Score -378504 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -378955.843750 Penalty: 3828.908691
	Iteration 3F: 3 clusters Score -378955.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -379172.312500 Penalty: 3828.908691
	Iteration 4F: 3 clusters Score -379172.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -379273.906250 Penalty: 3828.908691
	Iteration 5Q: 3 clusters Score -379273.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -379337.031250 Penalty: 3828.908691
	Iteration 6Q: 3 clusters Score -379337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -379380.718750 Penalty: 3828.908691
	Iteration 7Q: 3 clusters Score -379380.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -379410.906250 Penalty: 3828.908691
	Iteration 8Q: 3 clusters Score -379410.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -379437.437500 Penalty: 3828.908691
	Iteration 9Q: 3 clusters Score -379437.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -379446.593750 Penalty: 3828.908691
	Iteration 10Q: 3 clusters Score -379446.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -379455.968750 Penalty: 3828.908691
	Iteration 11Q: 3 clusters Score -379456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -379460.156250 Penalty: 3828.908691
	Iteration 12Q: 3 clusters Score -379460.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -379467.000000 Penalty: 3828.908691
	Iteration 13Q: 3 clusters Score -379467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -379479.625000 Penalty: 3828.908691
	Iteration 14Q: 3 clusters Score -379479.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -379488.593750 Penalty: 3828.908691
	Iteration 15Q: 3 clusters Score -379488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -379500.656250 Penalty: 3828.908691
	Iteration 16Q: 3 clusters Score -379500.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -379522.656250 Penalty: 3828.908691
	Iteration 17Q: 3 clusters Score -379522.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -379539.593750 Penalty: 3828.908691
	Iteration 18Q: 3 clusters Score -379539.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -379547.000000 Penalty: 3828.908691
	Iteration 19Q: 3 clusters Score -379547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -379552.343750 Penalty: 3828.908691
	Iteration 20F: 3 clusters Score -379552.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -379556.968750 Penalty: 3828.908691
	Iteration 21Q: 3 clusters Score -379557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -379560.625000 Penalty: 3828.908691
	Iteration 22Q: 3 clusters Score -379560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -379566.937500 Penalty: 3828.908691
	Iteration 23Q: 3 clusters Score -379566.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -379569.875000 Penalty: 3828.908691
	Iteration 24Q: 3 clusters Score -379569.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -379569.875000 Penalty: 3828.908691
	Iteration 25F: 3 clusters Score -379569.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Entering Unmasked Estep 
Score: -5786001.500000 Penalty: 2574.717285
	Iteration 0F: 2 clusters Score -5786002 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 16177 members 
Entering Unmasked Estep 
Score: -5763981.000000 Penalty: 5149.434570
	Iteration 0F: 3 clusters Score -5763981 nChanged 14618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -5771810.000000 Penalty: 5149.434570
	Iteration 1F: 3 clusters Score -5771810 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -5772207.500000 Penalty: 5149.434570
	Iteration 2Q: 3 clusters Score -5772208 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -5772487.500000 Penalty: 5149.434570
	Iteration 3Q: 3 clusters Score -5772488 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -5772801.000000 Penalty: 5149.434570
	Iteration 4Q: 3 clusters Score -5772801 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -5773239.500000 Penalty: 5149.434570
	Iteration 5Q: 3 clusters Score -5773240 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -5773895.000000 Penalty: 5149.434570
	Iteration 6Q: 3 clusters Score -5773895 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -5774880.500000 Penalty: 5149.434570
	Iteration 7F: 3 clusters Score -5774880 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -5776462.000000 Penalty: 5149.434570
	Iteration 8F: 3 clusters Score -5776462 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -5778570.000000 Penalty: 5149.434570
	Iteration 9F: 3 clusters Score -5778570 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -5780739.500000 Penalty: 5149.434570
	Iteration 10F: 3 clusters Score -5780740 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -5782371.000000 Penalty: 5149.434570
	Iteration 11F: 3 clusters Score -5782371 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -5783371.500000 Penalty: 5149.434570
	Iteration 12Q: 3 clusters Score -5783372 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 29985 members 
Entering Unmasked Estep 
Score: -5783974.500000 Penalty: 5149.434570
	Iteration 13Q: 3 clusters Score -5783974 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -5784362.500000 Penalty: 5149.434570
	Iteration 14Q: 3 clusters Score -5784362 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -5784575.500000 Penalty: 5149.434570
	Iteration 15Q: 3 clusters Score -5784576 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -5784628.000000 Penalty: 5149.434570
	Iteration 16Q: 3 clusters Score -5784628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -5784645.500000 Penalty: 5149.434570
	Iteration 17Q: 3 clusters Score -5784646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -5784681.000000 Penalty: 5149.434570
	Iteration 18Q: 3 clusters Score -5784681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -5784692.500000 Penalty: 5149.434570
	Iteration 19Q: 3 clusters Score -5784692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -5784695.000000 Penalty: 5149.434570
	Iteration 20F: 3 clusters Score -5784695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -5784713.000000 Penalty: 5149.434570
	Iteration 21Q: 3 clusters Score -5784713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -5784723.000000 Penalty: 5149.434570
	Iteration 22Q: 3 clusters Score -5784723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -5784730.000000 Penalty: 5149.434570
	Iteration 23Q: 3 clusters Score -5784730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -5784737.500000 Penalty: 5149.434570
	Iteration 24Q: 3 clusters Score -5784738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -5784736.500000 Penalty: 5149.434570
	Iteration 25Q: 3 clusters Score -5784736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -5784736.500000 Penalty: 5149.434570
	Iteration 26Q: 3 clusters Score -5784736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -5784736.000000 Penalty: 5149.434570
	Iteration 27Q: 3 clusters Score -5784736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -5784740.500000 Penalty: 5149.434570
	Iteration 28Q: 3 clusters Score -5784740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -5784735.000000 Penalty: 5149.434570
	Iteration 29Q: 3 clusters Score -5784735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -5784737.000000 Penalty: 5149.434570
	Iteration 30Q: 3 clusters Score -5784737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -5784737.000000 Penalty: 5149.434570
	Iteration 31F: 3 clusters Score -5784737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Entering Unmasked Estep 
Score: -8341660.500000 Penalty: 2656.214844
	Iteration 0F: 2 clusters Score -8341660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -8312274.000000 Penalty: 5312.429688
	Iteration 0F: 3 clusters Score -8312274 nChanged 20672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -8323692.000000 Penalty: 5312.429688
	Iteration 1F: 3 clusters Score -8323692 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -8324208.000000 Penalty: 5312.429688
	Iteration 2Q: 3 clusters Score -8324208 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -8324802.000000 Penalty: 5312.429688
	Iteration 3Q: 3 clusters Score -8324802 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -8325558.000000 Penalty: 5312.429688
	Iteration 4Q: 3 clusters Score -8325558 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -8326534.000000 Penalty: 5312.429688
	Iteration 5F: 3 clusters Score -8326534 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -8328045.000000 Penalty: 5312.429688
	Iteration 6F: 3 clusters Score -8328045 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -8330168.500000 Penalty: 5312.429688
	Iteration 7F: 3 clusters Score -8330168 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -8332745.500000 Penalty: 5312.429688
	Iteration 8F: 3 clusters Score -8332746 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -8335269.000000 Penalty: 5312.429688
	Iteration 9F: 3 clusters Score -8335269 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -8337262.500000 Penalty: 5312.429688
	Iteration 10Q: 3 clusters Score -8337262 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -8338424.000000 Penalty: 5312.429688
	Iteration 11Q: 3 clusters Score -8338424 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -8338970.000000 Penalty: 5312.429688
	Iteration 12Q: 3 clusters Score -8338970 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -8339207.500000 Penalty: 5312.429688
	Iteration 13Q: 3 clusters Score -8339208 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -8339304.500000 Penalty: 5312.429688
	Iteration 14Q: 3 clusters Score -8339304 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -8339367.000000 Penalty: 5312.429688
	Iteration 15Q: 3 clusters Score -8339367 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -8339423.000000 Penalty: 5312.429688
	Iteration 16Q: 3 clusters Score -8339423 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -8339457.500000 Penalty: 5312.429688
	Iteration 17Q: 3 clusters Score -8339458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -8339473.500000 Penalty: 5312.429688
	Iteration 18Q: 3 clusters Score -8339474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -8339488.500000 Penalty: 5312.429688
	Iteration 19Q: 3 clusters Score -8339488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -8339496.000000 Penalty: 5312.429688
	Iteration 20F: 3 clusters Score -8339496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -8339516.000000 Penalty: 5312.429688
	Iteration 21Q: 3 clusters Score -8339516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -8339517.000000 Penalty: 5312.429688
	Iteration 22Q: 3 clusters Score -8339517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -8339513.500000 Penalty: 5312.429688
	Iteration 23Q: 3 clusters Score -8339514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -8339510.500000 Penalty: 5312.429688
	Iteration 24Q: 3 clusters Score -8339510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -8339503.000000 Penalty: 5312.429688
	Iteration 25Q: 3 clusters Score -8339503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -8339500.500000 Penalty: 5312.429688
	Iteration 26Q: 3 clusters Score -8339500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -8339500.000000 Penalty: 5312.429688
	Iteration 27Q: 3 clusters Score -8339500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -8339510.500000 Penalty: 5312.429688
	Iteration 28Q: 3 clusters Score -8339510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -8339505.000000 Penalty: 5312.429688
	Iteration 29Q: 3 clusters Score -8339505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -8339510.500000 Penalty: 5312.429688
	Iteration 30Q: 3 clusters Score -8339510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -8339507.000000 Penalty: 5312.429688
	Iteration 31Q: 3 clusters Score -8339507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -8339515.000000 Penalty: 5312.429688
	Iteration 32Q: 3 clusters Score -8339515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -8339516.000000 Penalty: 5312.429688
	Iteration 33Q: 3 clusters Score -8339516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -8339515.500000 Penalty: 5312.429688
	Iteration 34Q: 3 clusters Score -8339516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -8339515.500000 Penalty: 5312.429688
	Iteration 35F: 3 clusters Score -8339516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Entering Unmasked Estep 
Score: -7439778.500000 Penalty: 2631.743164
	Iteration 0F: 2 clusters Score -7439778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -7412342.000000 Penalty: 5263.486328
	Iteration 0F: 3 clusters Score -7412342 nChanged 18529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -7422614.000000 Penalty: 5263.486328
	Iteration 1F: 3 clusters Score -7422614 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -7423176.000000 Penalty: 5263.486328
	Iteration 2Q: 3 clusters Score -7423176 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -7423948.000000 Penalty: 5263.486328
	Iteration 3Q: 3 clusters Score -7423948 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -7424906.500000 Penalty: 5263.486328
	Iteration 4F: 3 clusters Score -7424906 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -7426412.000000 Penalty: 5263.486328
	Iteration 5F: 3 clusters Score -7426412 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -7428589.000000 Penalty: 5263.486328
	Iteration 6F: 3 clusters Score -7428589 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -7431079.000000 Penalty: 5263.486328
	Iteration 7F: 3 clusters Score -7431079 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -7433422.500000 Penalty: 5263.486328
	Iteration 8F: 3 clusters Score -7433422 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -7435197.000000 Penalty: 5263.486328
	Iteration 9Q: 3 clusters Score -7435197 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -7436410.500000 Penalty: 5263.486328
	Iteration 10Q: 3 clusters Score -7436410 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -7437324.000000 Penalty: 5263.486328
	Iteration 11Q: 3 clusters Score -7437324 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -7437775.000000 Penalty: 5263.486328
	Iteration 12Q: 3 clusters Score -7437775 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -7437967.000000 Penalty: 5263.486328
	Iteration 13Q: 3 clusters Score -7437967 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -7438009.000000 Penalty: 5263.486328
	Iteration 14Q: 3 clusters Score -7438009 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -7438022.000000 Penalty: 5263.486328
	Iteration 15Q: 3 clusters Score -7438022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -7438043.000000 Penalty: 5263.486328
	Iteration 16Q: 3 clusters Score -7438043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -7438049.500000 Penalty: 5263.486328
	Iteration 17Q: 3 clusters Score -7438050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -7438044.500000 Penalty: 5263.486328
	Iteration 18Q: 3 clusters Score -7438044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -7438051.500000 Penalty: 5263.486328
	Iteration 19Q: 3 clusters Score -7438052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -7438070.000000 Penalty: 5263.486328
	Iteration 20F: 3 clusters Score -7438070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -7438064.500000 Penalty: 5263.486328
	Iteration 21Q: 3 clusters Score -7438064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -7438063.000000 Penalty: 5263.486328
	Iteration 22Q: 3 clusters Score -7438063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -7438075.500000 Penalty: 5263.486328
	Iteration 23Q: 3 clusters Score -7438076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7438077.500000 Penalty: 5263.486328
	Iteration 24Q: 3 clusters Score -7438078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -7438077.500000 Penalty: 5263.486328
	Iteration 25Q: 3 clusters Score -7438078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7438095.500000 Penalty: 5263.486328
	Iteration 26Q: 3 clusters Score -7438096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -7438101.500000 Penalty: 5263.486328
	Iteration 27Q: 3 clusters Score -7438102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -7438096.000000 Penalty: 5263.486328
	Iteration 28Q: 3 clusters Score -7438096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -7438097.500000 Penalty: 5263.486328
	Iteration 29Q: 3 clusters Score -7438098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -7438088.000000 Penalty: 5263.486328
	Iteration 30Q: 3 clusters Score -7438088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -7438088.000000 Penalty: 5263.486328
	Iteration 31F: 3 clusters Score -7438088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Entering Unmasked Estep 
Score: -8384922.000000 Penalty: 2656.966309
	Iteration 0F: 2 clusters Score -8384922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -8355893.000000 Penalty: 5313.932617
	Iteration 0F: 3 clusters Score -8355893 nChanged 20618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -8367143.500000 Penalty: 5313.932617
	Iteration 1F: 3 clusters Score -8367144 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -8367818.500000 Penalty: 5313.932617
	Iteration 2Q: 3 clusters Score -8367818 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -8368452.000000 Penalty: 5313.932617
	Iteration 3Q: 3 clusters Score -8368452 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -8369484.000000 Penalty: 5313.932617
	Iteration 4F: 3 clusters Score -8369484 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -8370966.500000 Penalty: 5313.932617
	Iteration 5F: 3 clusters Score -8370966 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -8373212.000000 Penalty: 5313.932617
	Iteration 6F: 3 clusters Score -8373212 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -8376115.000000 Penalty: 5313.932617
	Iteration 7F: 3 clusters Score -8376115 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -8379047.000000 Penalty: 5313.932617
	Iteration 8F: 3 clusters Score -8379047 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8381324.500000 Penalty: 5313.932617
	Iteration 9F: 3 clusters Score -8381324 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8382221.000000 Penalty: 5313.932617
	Iteration 10Q: 3 clusters Score -8382221 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8382407.000000 Penalty: 5313.932617
	Iteration 11Q: 3 clusters Score -8382407 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8382537.000000 Penalty: 5313.932617
	Iteration 12Q: 3 clusters Score -8382537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8382608.500000 Penalty: 5313.932617
	Iteration 13Q: 3 clusters Score -8382608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8382632.000000 Penalty: 5313.932617
	Iteration 14Q: 3 clusters Score -8382632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8382671.500000 Penalty: 5313.932617
	Iteration 15Q: 3 clusters Score -8382672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8382683.500000 Penalty: 5313.932617
	Iteration 16Q: 3 clusters Score -8382684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8382686.000000 Penalty: 5313.932617
	Iteration 17Q: 3 clusters Score -8382686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8382697.500000 Penalty: 5313.932617
	Iteration 18Q: 3 clusters Score -8382698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8382703.000000 Penalty: 5313.932617
	Iteration 19Q: 3 clusters Score -8382703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8382700.500000 Penalty: 5313.932617
	Iteration 20F: 3 clusters Score -8382700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -119777.289062 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -119777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -118026.640625 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -118026.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -118376.953125 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -118377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -118539.156250 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -118539.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -118620.281250 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -118620.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -118666.750000 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -118666.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -118714.601562 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -118714.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -118812.398438 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -118812.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -118886.109375 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -118886.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -118940.726562 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -118940.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -118981.085938 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -118981.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -118996.320312 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -118996.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -119025.835938 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -119025.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -119045.429688 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -119045.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -119071.289062 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -119071.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -119083.671875 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -119083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -119100.820312 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -119100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -119106.507812 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -119106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -119107.804688 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -119107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -119107.804688 Penalty: 3306.810547
	Iteration 18F: 3 clusters Score -119107.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Entering Unmasked Estep 
Score: -7985089.500000 Penalty: 2646.310059
	Iteration 0F: 2 clusters Score -7985090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -7956199.500000 Penalty: 5292.620117
	Iteration 0F: 3 clusters Score -7956200 nChanged 19902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -7967234.000000 Penalty: 5292.620117
	Iteration 1F: 3 clusters Score -7967234 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -7967818.500000 Penalty: 5292.620117
	Iteration 2Q: 3 clusters Score -7967818 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -7968291.500000 Penalty: 5292.620117
	Iteration 3Q: 3 clusters Score -7968292 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -7968919.000000 Penalty: 5292.620117
	Iteration 4Q: 3 clusters Score -7968919 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -7969668.000000 Penalty: 5292.620117
	Iteration 5Q: 3 clusters Score -7969668 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -7970603.500000 Penalty: 5292.620117
	Iteration 6Q: 3 clusters Score -7970604 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -7971766.500000 Penalty: 5292.620117
	Iteration 7Q: 3 clusters Score -7971766 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -7973323.500000 Penalty: 5292.620117
	Iteration 8F: 3 clusters Score -7973324 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -7975127.000000 Penalty: 5292.620117
	Iteration 9F: 3 clusters Score -7975127 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -7976703.000000 Penalty: 5292.620117
	Iteration 10F: 3 clusters Score -7976703 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -7977564.000000 Penalty: 5292.620117
	Iteration 11Q: 3 clusters Score -7977564 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -7977944.500000 Penalty: 5292.620117
	Iteration 12Q: 3 clusters Score -7977944 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -7978155.000000 Penalty: 5292.620117
	Iteration 13Q: 3 clusters Score -7978155 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -7978272.000000 Penalty: 5292.620117
	Iteration 14Q: 3 clusters Score -7978272 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -7978415.500000 Penalty: 5292.620117
	Iteration 15Q: 3 clusters Score -7978416 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -7978529.500000 Penalty: 5292.620117
	Iteration 16Q: 3 clusters Score -7978530 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -7978639.000000 Penalty: 5292.620117
	Iteration 17Q: 3 clusters Score -7978639 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -7978806.000000 Penalty: 5292.620117
	Iteration 18Q: 3 clusters Score -7978806 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -7978979.500000 Penalty: 5292.620117
	Iteration 19Q: 3 clusters Score -7978980 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -7979122.000000 Penalty: 5292.620117
	Iteration 20F: 3 clusters Score -7979122 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -7979281.500000 Penalty: 5292.620117
	Iteration 21Q: 3 clusters Score -7979282 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -7979381.500000 Penalty: 5292.620117
	Iteration 22Q: 3 clusters Score -7979382 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -7979516.000000 Penalty: 5292.620117
	Iteration 23Q: 3 clusters Score -7979516 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 31008 members 
Entering Unmasked Estep 
Score: -7979692.500000 Penalty: 5292.620117
	Iteration 24Q: 3 clusters Score -7979692 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -7979818.500000 Penalty: 5292.620117
	Iteration 25Q: 3 clusters Score -7979818 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -7979944.500000 Penalty: 5292.620117
	Iteration 26Q: 3 clusters Score -7979944 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -7980077.000000 Penalty: 5292.620117
	Iteration 27Q: 3 clusters Score -7980077 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -7980200.500000 Penalty: 5292.620117
	Iteration 28Q: 3 clusters Score -7980200 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -7980321.500000 Penalty: 5292.620117
	Iteration 29Q: 3 clusters Score -7980322 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -7980454.500000 Penalty: 5292.620117
	Iteration 30Q: 3 clusters Score -7980454 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -7980601.000000 Penalty: 5292.620117
	Iteration 31Q: 3 clusters Score -7980601 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -7980807.000000 Penalty: 5292.620117
	Iteration 32Q: 3 clusters Score -7980807 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -7980951.000000 Penalty: 5292.620117
	Iteration 33Q: 3 clusters Score -7980951 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -7981133.500000 Penalty: 5292.620117
	Iteration 34Q: 3 clusters Score -7981134 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -7981308.500000 Penalty: 5292.620117
	Iteration 35Q: 3 clusters Score -7981308 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -7981458.500000 Penalty: 5292.620117
	Iteration 36Q: 3 clusters Score -7981458 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -7981616.000000 Penalty: 5292.620117
	Iteration 37Q: 3 clusters Score -7981616 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -7981753.500000 Penalty: 5292.620117
	Iteration 38Q: 3 clusters Score -7981754 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -7981949.000000 Penalty: 5292.620117
	Iteration 39Q: 3 clusters Score -7981949 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -7982103.500000 Penalty: 5292.620117
	Iteration 40F: 3 clusters Score -7982104 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -7982267.500000 Penalty: 5292.620117
	Iteration 41Q: 3 clusters Score -7982268 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -7982376.000000 Penalty: 5292.620117
	Iteration 42Q: 3 clusters Score -7982376 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -7982514.000000 Penalty: 5292.620117
	Iteration 43Q: 3 clusters Score -7982514 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -7982604.500000 Penalty: 5292.620117
	Iteration 44Q: 3 clusters Score -7982604 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -7982650.000000 Penalty: 5292.620117
	Iteration 45Q: 3 clusters Score -7982650 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -7982669.500000 Penalty: 5292.620117
	Iteration 46Q: 3 clusters Score -7982670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -7982683.000000 Penalty: 5292.620117
	Iteration 47Q: 3 clusters Score -7982683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -7982720.000000 Penalty: 5292.620117
	Iteration 48Q: 3 clusters Score -7982720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -7982736.500000 Penalty: 5292.620117
	Iteration 49Q: 3 clusters Score -7982736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -7982750.000000 Penalty: 5292.620117
	Iteration 50Q: 3 clusters Score -7982750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -7982761.500000 Penalty: 5292.620117
	Iteration 51Q: 3 clusters Score -7982762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -7982769.500000 Penalty: 5292.620117
	Iteration 52Q: 3 clusters Score -7982770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -7982784.000000 Penalty: 5292.620117
	Iteration 53Q: 3 clusters Score -7982784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -7982777.000000 Penalty: 5292.620117
	Iteration 54Q: 3 clusters Score -7982777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -7982781.000000 Penalty: 5292.620117
	Iteration 55Q: 3 clusters Score -7982781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -7982793.000000 Penalty: 5292.620117
	Iteration 56Q: 3 clusters Score -7982793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -7982791.500000 Penalty: 5292.620117
	Iteration 57Q: 3 clusters Score -7982792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -7982801.000000 Penalty: 5292.620117
	Iteration 58Q: 3 clusters Score -7982801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -7982812.000000 Penalty: 5292.620117
	Iteration 59Q: 3 clusters Score -7982812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -7982825.000000 Penalty: 5292.620117
	Iteration 60F: 3 clusters Score -7982825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -7982830.500000 Penalty: 5292.620117
	Iteration 61Q: 3 clusters Score -7982830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -7982836.000000 Penalty: 5292.620117
	Iteration 62Q: 3 clusters Score -7982836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -7982838.000000 Penalty: 5292.620117
	Iteration 63Q: 3 clusters Score -7982838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -7982842.000000 Penalty: 5292.620117
	Iteration 64Q: 3 clusters Score -7982842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -7982850.500000 Penalty: 5292.620117
	Iteration 65Q: 3 clusters Score -7982850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -7982852.500000 Penalty: 5292.620117
	Iteration 66Q: 3 clusters Score -7982852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -7982855.000000 Penalty: 5292.620117
	Iteration 67Q: 3 clusters Score -7982855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -7982869.500000 Penalty: 5292.620117
	Iteration 68Q: 3 clusters Score -7982870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -7982863.000000 Penalty: 5292.620117
	Iteration 69Q: 3 clusters Score -7982863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -7982863.000000 Penalty: 5292.620117
	Iteration 70Q: 3 clusters Score -7982863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -7982868.000000 Penalty: 5292.620117
	Iteration 71Q: 3 clusters Score -7982868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -7982869.500000 Penalty: 5292.620117
	Iteration 72Q: 3 clusters Score -7982870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -7982863.500000 Penalty: 5292.620117
	Iteration 73Q: 3 clusters Score -7982864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -7982869.000000 Penalty: 5292.620117
	Iteration 74Q: 3 clusters Score -7982869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -7982879.500000 Penalty: 5292.620117
	Iteration 75Q: 3 clusters Score -7982880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -7982876.000000 Penalty: 5292.620117
	Iteration 76Q: 3 clusters Score -7982876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -7982880.000000 Penalty: 5292.620117
	Iteration 77Q: 3 clusters Score -7982880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -7982885.000000 Penalty: 5292.620117
	Iteration 78Q: 3 clusters Score -7982885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -7982886.500000 Penalty: 5292.620117
	Iteration 79Q: 3 clusters Score -7982886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -7982885.500000 Penalty: 5292.620117
	Iteration 80F: 3 clusters Score -7982886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -7982887.000000 Penalty: 5292.620117
	Iteration 81Q: 3 clusters Score -7982887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -7982887.000000 Penalty: 5292.620117
	Iteration 82F: 3 clusters Score -7982887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Entering Unmasked Estep 
Score: -7834946.000000 Penalty: 2642.146973
	Iteration 0F: 2 clusters Score -7834946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -7806454.000000 Penalty: 5284.293945
	Iteration 0F: 3 clusters Score -7806454 nChanged 19557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -7817640.000000 Penalty: 5284.293945
	Iteration 1F: 3 clusters Score -7817640 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -7818697.000000 Penalty: 5284.293945
	Iteration 2Q: 3 clusters Score -7818697 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -7820002.500000 Penalty: 5284.293945
	Iteration 3F: 3 clusters Score -7820002 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -7821471.000000 Penalty: 5284.293945
	Iteration 4F: 3 clusters Score -7821471 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -7823148.000000 Penalty: 5284.293945
	Iteration 5F: 3 clusters Score -7823148 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -7824995.500000 Penalty: 5284.293945
	Iteration 6F: 3 clusters Score -7824996 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -7827007.500000 Penalty: 5284.293945
	Iteration 7F: 3 clusters Score -7827008 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -7828861.000000 Penalty: 5284.293945
	Iteration 8F: 3 clusters Score -7828861 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -7830147.000000 Penalty: 5284.293945
	Iteration 9Q: 3 clusters Score -7830147 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -7830869.000000 Penalty: 5284.293945
	Iteration 10Q: 3 clusters Score -7830869 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -7831319.500000 Penalty: 5284.293945
	Iteration 11Q: 3 clusters Score -7831320 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -7831616.000000 Penalty: 5284.293945
	Iteration 12Q: 3 clusters Score -7831616 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -7831844.000000 Penalty: 5284.293945
	Iteration 13Q: 3 clusters Score -7831844 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -7831940.500000 Penalty: 5284.293945
	Iteration 14Q: 3 clusters Score -7831940 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -7832030.500000 Penalty: 5284.293945
	Iteration 15Q: 3 clusters Score -7832030 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -7832118.000000 Penalty: 5284.293945
	Iteration 16Q: 3 clusters Score -7832118 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -7832200.500000 Penalty: 5284.293945
	Iteration 17Q: 3 clusters Score -7832200 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -7832280.000000 Penalty: 5284.293945
	Iteration 18Q: 3 clusters Score -7832280 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -7832291.500000 Penalty: 5284.293945
	Iteration 19Q: 3 clusters Score -7832292 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -7832313.000000 Penalty: 5284.293945
	Iteration 20F: 3 clusters Score -7832313 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -7832336.500000 Penalty: 5284.293945
	Iteration 21Q: 3 clusters Score -7832336 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -7832381.000000 Penalty: 5284.293945
	Iteration 22Q: 3 clusters Score -7832381 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -7832393.000000 Penalty: 5284.293945
	Iteration 23Q: 3 clusters Score -7832393 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -7832426.500000 Penalty: 5284.293945
	Iteration 24Q: 3 clusters Score -7832426 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -7832449.000000 Penalty: 5284.293945
	Iteration 25Q: 3 clusters Score -7832449 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -7832456.500000 Penalty: 5284.293945
	Iteration 26Q: 3 clusters Score -7832456 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -7832461.500000 Penalty: 5284.293945
	Iteration 27Q: 3 clusters Score -7832462 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -7832497.000000 Penalty: 5284.293945
	Iteration 28Q: 3 clusters Score -7832497 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -7832507.000000 Penalty: 5284.293945
	Iteration 29Q: 3 clusters Score -7832507 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -7832541.000000 Penalty: 5284.293945
	Iteration 30Q: 3 clusters Score -7832541 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -7832553.000000 Penalty: 5284.293945
	Iteration 31Q: 3 clusters Score -7832553 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -7832571.500000 Penalty: 5284.293945
	Iteration 32Q: 3 clusters Score -7832572 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -7832613.000000 Penalty: 5284.293945
	Iteration 33Q: 3 clusters Score -7832613 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -7832628.000000 Penalty: 5284.293945
	Iteration 34Q: 3 clusters Score -7832628 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -7832645.500000 Penalty: 5284.293945
	Iteration 35Q: 3 clusters Score -7832646 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -7832652.500000 Penalty: 5284.293945
	Iteration 36Q: 3 clusters Score -7832652 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -7832687.000000 Penalty: 5284.293945
	Iteration 37Q: 3 clusters Score -7832687 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -7832688.000000 Penalty: 5284.293945
	Iteration 38Q: 3 clusters Score -7832688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -7832692.500000 Penalty: 5284.293945
	Iteration 39Q: 3 clusters Score -7832692 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -7832717.500000 Penalty: 5284.293945
	Iteration 40F: 3 clusters Score -7832718 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -7832740.000000 Penalty: 5284.293945
	Iteration 41Q: 3 clusters Score -7832740 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -7832745.000000 Penalty: 5284.293945
	Iteration 42Q: 3 clusters Score -7832745 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -7832741.000000 Penalty: 5284.293945
	Iteration 43Q: 3 clusters Score -7832741 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -7832751.000000 Penalty: 5284.293945
	Iteration 44Q: 3 clusters Score -7832751 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -7832759.000000 Penalty: 5284.293945
	Iteration 45Q: 3 clusters Score -7832759 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -7832784.000000 Penalty: 5284.293945
	Iteration 46Q: 3 clusters Score -7832784 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -7832809.500000 Penalty: 5284.293945
	Iteration 47Q: 3 clusters Score -7832810 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -7832828.500000 Penalty: 5284.293945
	Iteration 48Q: 3 clusters Score -7832828 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -7832833.000000 Penalty: 5284.293945
	Iteration 49Q: 3 clusters Score -7832833 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -7832847.500000 Penalty: 5284.293945
	Iteration 50Q: 3 clusters Score -7832848 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -7832879.500000 Penalty: 5284.293945
	Iteration 51Q: 3 clusters Score -7832880 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -7832897.500000 Penalty: 5284.293945
	Iteration 52Q: 3 clusters Score -7832898 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -7832903.000000 Penalty: 5284.293945
	Iteration 53Q: 3 clusters Score -7832903 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -7832911.000000 Penalty: 5284.293945
	Iteration 54Q: 3 clusters Score -7832911 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -7832926.000000 Penalty: 5284.293945
	Iteration 55Q: 3 clusters Score -7832926 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -7832951.500000 Penalty: 5284.293945
	Iteration 56Q: 3 clusters Score -7832952 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -7832988.500000 Penalty: 5284.293945
	Iteration 57Q: 3 clusters Score -7832988 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -7833012.000000 Penalty: 5284.293945
	Iteration 58Q: 3 clusters Score -7833012 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -7833055.000000 Penalty: 5284.293945
	Iteration 59Q: 3 clusters Score -7833055 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -7833042.000000 Penalty: 5284.293945
	Iteration 60F: 3 clusters Score -7833042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -7833056.000000 Penalty: 5284.293945
	Iteration 61Q: 3 clusters Score -7833056 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -7833071.000000 Penalty: 5284.293945
	Iteration 62Q: 3 clusters Score -7833071 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -7833088.500000 Penalty: 5284.293945
	Iteration 63Q: 3 clusters Score -7833088 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -7833103.000000 Penalty: 5284.293945
	Iteration 64Q: 3 clusters Score -7833103 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -7833112.000000 Penalty: 5284.293945
	Iteration 65Q: 3 clusters Score -7833112 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -7833109.000000 Penalty: 5284.293945
	Iteration 66Q: 3 clusters Score -7833109 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -7833121.000000 Penalty: 5284.293945
	Iteration 67Q: 3 clusters Score -7833121 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -7833116.000000 Penalty: 5284.293945
	Iteration 68Q: 3 clusters Score -7833116 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -7833139.500000 Penalty: 5284.293945
	Iteration 69Q: 3 clusters Score -7833140 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -7833158.500000 Penalty: 5284.293945
	Iteration 70Q: 3 clusters Score -7833158 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -7833174.500000 Penalty: 5284.293945
	Iteration 71Q: 3 clusters Score -7833174 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -7833183.500000 Penalty: 5284.293945
	Iteration 72Q: 3 clusters Score -7833184 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -7833197.000000 Penalty: 5284.293945
	Iteration 73Q: 3 clusters Score -7833197 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -7833213.500000 Penalty: 5284.293945
	Iteration 74Q: 3 clusters Score -7833214 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -7833234.500000 Penalty: 5284.293945
	Iteration 75Q: 3 clusters Score -7833234 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -7833238.000000 Penalty: 5284.293945
	Iteration 76Q: 3 clusters Score -7833238 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -7833241.500000 Penalty: 5284.293945
	Iteration 77Q: 3 clusters Score -7833242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -7833227.000000 Penalty: 5284.293945
	Iteration 78Q: 3 clusters Score -7833227 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -7833248.500000 Penalty: 5284.293945
	Iteration 79Q: 3 clusters Score -7833248 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -7833278.000000 Penalty: 5284.293945
	Iteration 80F: 3 clusters Score -7833278 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -7833292.500000 Penalty: 5284.293945
	Iteration 81Q: 3 clusters Score -7833292 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -7833309.000000 Penalty: 5284.293945
	Iteration 82Q: 3 clusters Score -7833309 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -7833323.000000 Penalty: 5284.293945
	Iteration 83Q: 3 clusters Score -7833323 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -7833340.000000 Penalty: 5284.293945
	Iteration 84Q: 3 clusters Score -7833340 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -7833383.000000 Penalty: 5284.293945
	Iteration 85Q: 3 clusters Score -7833383 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -7833398.000000 Penalty: 5284.293945
	Iteration 86Q: 3 clusters Score -7833398 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -7833410.000000 Penalty: 5284.293945
	Iteration 87Q: 3 clusters Score -7833410 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -7833427.500000 Penalty: 5284.293945
	Iteration 88Q: 3 clusters Score -7833428 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -7833422.500000 Penalty: 5284.293945
	Iteration 89Q: 3 clusters Score -7833422 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -7833448.500000 Penalty: 5284.293945
	Iteration 90Q: 3 clusters Score -7833448 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -7833463.500000 Penalty: 5284.293945
	Iteration 91Q: 3 clusters Score -7833464 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -7833485.500000 Penalty: 5284.293945
	Iteration 92Q: 3 clusters Score -7833486 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -7833490.000000 Penalty: 5284.293945
	Iteration 93Q: 3 clusters Score -7833490 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7833513.500000 Penalty: 5284.293945
	Iteration 94Q: 3 clusters Score -7833514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -7833537.000000 Penalty: 5284.293945
	Iteration 95Q: 3 clusters Score -7833537 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -7833523.500000 Penalty: 5284.293945
	Iteration 96Q: 3 clusters Score -7833524 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7833540.000000 Penalty: 5284.293945
	Iteration 97Q: 3 clusters Score -7833540 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -7833547.500000 Penalty: 5284.293945
	Iteration 98Q: 3 clusters Score -7833548 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -7833545.500000 Penalty: 5284.293945
	Iteration 99Q: 3 clusters Score -7833546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -7833551.500000 Penalty: 5284.293945
	Iteration 100F: 3 clusters Score -7833552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -7833566.500000 Penalty: 5284.293945
	Iteration 101Q: 3 clusters Score -7833566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7833553.000000 Penalty: 5284.293945
	Iteration 102Q: 3 clusters Score -7833553 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -7833545.000000 Penalty: 5284.293945
	Iteration 103Q: 3 clusters Score -7833545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7833546.000000 Penalty: 5284.293945
	Iteration 104Q: 3 clusters Score -7833546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7833552.500000 Penalty: 5284.293945
	Iteration 105Q: 3 clusters Score -7833552 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7833555.500000 Penalty: 5284.293945
	Iteration 106Q: 3 clusters Score -7833556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -7833551.500000 Penalty: 5284.293945
	Iteration 107Q: 3 clusters Score -7833552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7833567.500000 Penalty: 5284.293945
	Iteration 108Q: 3 clusters Score -7833568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7833577.000000 Penalty: 5284.293945
	Iteration 109Q: 3 clusters Score -7833577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -7833566.000000 Penalty: 5284.293945
	Iteration 110Q: 3 clusters Score -7833566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7833582.000000 Penalty: 5284.293945
	Iteration 111Q: 3 clusters Score -7833582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -7833589.500000 Penalty: 5284.293945
	Iteration 112Q: 3 clusters Score -7833590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7833580.000000 Penalty: 5284.293945
	Iteration 113Q: 3 clusters Score -7833580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7833587.000000 Penalty: 5284.293945
	Iteration 114Q: 3 clusters Score -7833587 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -7833587.000000 Penalty: 5284.293945
	Iteration 115Q: 3 clusters Score -7833587 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -7833583.000000 Penalty: 5284.293945
	Iteration 116Q: 3 clusters Score -7833583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7833592.000000 Penalty: 5284.293945
	Iteration 117Q: 3 clusters Score -7833592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -7833606.500000 Penalty: 5284.293945
	Iteration 118Q: 3 clusters Score -7833606 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -7833601.500000 Penalty: 5284.293945
	Iteration 119Q: 3 clusters Score -7833602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -7833604.000000 Penalty: 5284.293945
	Iteration 120F: 3 clusters Score -7833604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -7833606.000000 Penalty: 5284.293945
	Iteration 121Q: 3 clusters Score -7833606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -7833615.000000 Penalty: 5284.293945
	Iteration 122Q: 3 clusters Score -7833615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -7833626.000000 Penalty: 5284.293945
	Iteration 123Q: 3 clusters Score -7833626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -7833620.000000 Penalty: 5284.293945
	Iteration 124Q: 3 clusters Score -7833620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -7833624.000000 Penalty: 5284.293945
	Iteration 125Q: 3 clusters Score -7833624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -7833625.500000 Penalty: 5284.293945
	Iteration 126Q: 3 clusters Score -7833626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7833627.500000 Penalty: 5284.293945
	Iteration 127Q: 3 clusters Score -7833628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7833624.000000 Penalty: 5284.293945
	Iteration 128Q: 3 clusters Score -7833624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -7833632.000000 Penalty: 5284.293945
	Iteration 129Q: 3 clusters Score -7833632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7833629.500000 Penalty: 5284.293945
	Iteration 130Q: 3 clusters Score -7833630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -7833632.000000 Penalty: 5284.293945
	Iteration 131Q: 3 clusters Score -7833632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7833627.000000 Penalty: 5284.293945
	Iteration 132Q: 3 clusters Score -7833627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -7833631.500000 Penalty: 5284.293945
	Iteration 133Q: 3 clusters Score -7833632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -7833629.500000 Penalty: 5284.293945
	Iteration 134Q: 3 clusters Score -7833630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -7833632.000000 Penalty: 5284.293945
	Iteration 135Q: 3 clusters Score -7833632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7833629.500000 Penalty: 5284.293945
	Iteration 136Q: 3 clusters Score -7833630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -7833632.500000 Penalty: 5284.293945
	Iteration 137Q: 3 clusters Score -7833632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7833634.500000 Penalty: 5284.293945
	Iteration 138Q: 3 clusters Score -7833634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -7833637.500000 Penalty: 5284.293945
	Iteration 139Q: 3 clusters Score -7833638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7833638.500000 Penalty: 5284.293945
	Iteration 140F: 3 clusters Score -7833638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7833640.500000 Penalty: 5284.293945
	Iteration 141Q: 3 clusters Score -7833640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -7833644.500000 Penalty: 5284.293945
	Iteration 142Q: 3 clusters Score -7833644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -7833644.500000 Penalty: 5284.293945
	Iteration 143F: 3 clusters Score -7833644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Entering Unmasked Estep 
Score: -7043337.000000 Penalty: 2615.303223
	Iteration 0F: 2 clusters Score -7043337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -7017617.000000 Penalty: 5230.606445
	Iteration 0F: 3 clusters Score -7017617 nChanged 17492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -7027090.000000 Penalty: 5230.606445
	Iteration 1F: 3 clusters Score -7027090 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -7027541.000000 Penalty: 5230.606445
	Iteration 2Q: 3 clusters Score -7027541 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -7028107.000000 Penalty: 5230.606445
	Iteration 3Q: 3 clusters Score -7028107 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -7028875.500000 Penalty: 5230.606445
	Iteration 4Q: 3 clusters Score -7028876 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -7029845.000000 Penalty: 5230.606445
	Iteration 5Q: 3 clusters Score -7029845 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -7030992.500000 Penalty: 5230.606445
	Iteration 6Q: 3 clusters Score -7030992 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -7032241.000000 Penalty: 5230.606445
	Iteration 7F: 3 clusters Score -7032241 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -7033762.500000 Penalty: 5230.606445
	Iteration 8F: 3 clusters Score -7033762 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -7035206.500000 Penalty: 5230.606445
	Iteration 9F: 3 clusters Score -7035206 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -7036419.500000 Penalty: 5230.606445
	Iteration 10Q: 3 clusters Score -7036420 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -7037323.500000 Penalty: 5230.606445
	Iteration 11Q: 3 clusters Score -7037324 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -7037996.000000 Penalty: 5230.606445
	Iteration 12Q: 3 clusters Score -7037996 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -7038586.000000 Penalty: 5230.606445
	Iteration 13Q: 3 clusters Score -7038586 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -7039111.000000 Penalty: 5230.606445
	Iteration 14Q: 3 clusters Score -7039111 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -7039510.000000 Penalty: 5230.606445
	Iteration 15Q: 3 clusters Score -7039510 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -7039842.500000 Penalty: 5230.606445
	Iteration 16Q: 3 clusters Score -7039842 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -7040132.000000 Penalty: 5230.606445
	Iteration 17Q: 3 clusters Score -7040132 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -7040355.000000 Penalty: 5230.606445
	Iteration 18Q: 3 clusters Score -7040355 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -7040535.500000 Penalty: 5230.606445
	Iteration 19Q: 3 clusters Score -7040536 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -7040668.500000 Penalty: 5230.606445
	Iteration 20F: 3 clusters Score -7040668 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -7040748.000000 Penalty: 5230.606445
	Iteration 21Q: 3 clusters Score -7040748 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -7040836.000000 Penalty: 5230.606445
	Iteration 22Q: 3 clusters Score -7040836 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -7040897.500000 Penalty: 5230.606445
	Iteration 23Q: 3 clusters Score -7040898 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -7040956.000000 Penalty: 5230.606445
	Iteration 24Q: 3 clusters Score -7040956 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -7040987.500000 Penalty: 5230.606445
	Iteration 25Q: 3 clusters Score -7040988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -7041029.000000 Penalty: 5230.606445
	Iteration 26Q: 3 clusters Score -7041029 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -7041053.000000 Penalty: 5230.606445
	Iteration 27Q: 3 clusters Score -7041053 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -7041083.500000 Penalty: 5230.606445
	Iteration 28Q: 3 clusters Score -7041084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -7041098.500000 Penalty: 5230.606445
	Iteration 29Q: 3 clusters Score -7041098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -7041109.500000 Penalty: 5230.606445
	Iteration 30Q: 3 clusters Score -7041110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -7041122.500000 Penalty: 5230.606445
	Iteration 31Q: 3 clusters Score -7041122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -7041127.500000 Penalty: 5230.606445
	Iteration 32Q: 3 clusters Score -7041128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -7041133.000000 Penalty: 5230.606445
	Iteration 33Q: 3 clusters Score -7041133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -7041145.000000 Penalty: 5230.606445
	Iteration 34Q: 3 clusters Score -7041145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -7041157.500000 Penalty: 5230.606445
	Iteration 35Q: 3 clusters Score -7041158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -7041160.000000 Penalty: 5230.606445
	Iteration 36Q: 3 clusters Score -7041160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -7041166.500000 Penalty: 5230.606445
	Iteration 37Q: 3 clusters Score -7041166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -7041177.500000 Penalty: 5230.606445
	Iteration 38Q: 3 clusters Score -7041178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -7041171.000000 Penalty: 5230.606445
	Iteration 39Q: 3 clusters Score -7041171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -7041173.000000 Penalty: 5230.606445
	Iteration 40F: 3 clusters Score -7041173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -7041174.500000 Penalty: 5230.606445
	Iteration 41Q: 3 clusters Score -7041174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -7041174.000000 Penalty: 5230.606445
	Iteration 42Q: 3 clusters Score -7041174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -7041174.000000 Penalty: 5230.606445
	Iteration 43F: 3 clusters Score -7041174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 42428 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44272 members 
Mstep: Class 5 contains 41627 members 
Mstep: Class 6 contains 22769 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43260 members 
Mstep: Class 9 contains 41900 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43261 members 
Mstep: Class 12 contains 45726 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 45123 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32271 members 
Mstep: Class 18 contains 44826 members 
Mstep: Class 19 contains 40614 members 
Mstep: Class 21 contains 44962 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43071 members 
Mstep: Class 24 contains 42354 members 
Mstep: Class 25 contains 38009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948848.000000 Penalty: 80096.007812
Iteration 399Q: 25 clusters Score -1.269488e+08 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 42379 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44263 members 
Mstep: Class 5 contains 41616 members 
Mstep: Class 6 contains 22731 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43266 members 
Mstep: Class 9 contains 41930 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43203 members 
Mstep: Class 12 contains 45679 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 45243 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32263 members 
Mstep: Class 18 contains 45045 members 
Mstep: Class 19 contains 40599 members 
Mstep: Class 21 contains 44921 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43083 members 
Mstep: Class 24 contains 42337 members 
Mstep: Class 25 contains 37984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949064.000000 Penalty: 80096.007812
Iteration 400F: 25 clusters Score -1.269491e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 42346 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44260 members 
Mstep: Class 5 contains 41582 members 
Mstep: Class 6 contains 22700 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43276 members 
Mstep: Class 9 contains 41950 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43182 members 
Mstep: Class 12 contains 45665 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 45299 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32250 members 
Mstep: Class 18 contains 45246 members 
Mstep: Class 19 contains 40586 members 
Mstep: Class 21 contains 44911 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43058 members 
Mstep: Class 24 contains 42329 members 
Mstep: Class 25 contains 37953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948920.000000 Penalty: 80096.007812
Iteration 401Q: 25 clusters Score -1.269489e+08 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 42288 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44241 members 
Mstep: Class 5 contains 41591 members 
Mstep: Class 6 contains 22662 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43277 members 
Mstep: Class 9 contains 41980 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43189 members 
Mstep: Class 12 contains 45621 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 45301 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32246 members 
Mstep: Class 18 contains 45468 members 
Mstep: Class 19 contains 40569 members 
Mstep: Class 21 contains 44916 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43072 members 
Mstep: Class 24 contains 42316 members 
Mstep: Class 25 contains 37925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948968.000000 Penalty: 80096.007812
Iteration 402Q: 25 clusters Score -1.26949e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 42240 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44239 members 
Mstep: Class 5 contains 41578 members 
Mstep: Class 6 contains 22600 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43261 members 
Mstep: Class 9 contains 42010 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43218 members 
Mstep: Class 12 contains 45599 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 45248 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32233 members 
Mstep: Class 18 contains 45697 members 
Mstep: Class 19 contains 40562 members 
Mstep: Class 21 contains 44923 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43087 members 
Mstep: Class 24 contains 42306 members 
Mstep: Class 25 contains 37909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949440.000000 Penalty: 80096.007812
Iteration 403Q: 25 clusters Score -1.269494e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 42221 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44218 members 
Mstep: Class 5 contains 41546 members 
Mstep: Class 6 contains 22555 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43261 members 
Mstep: Class 9 contains 42055 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43229 members 
Mstep: Class 12 contains 45578 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 45202 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32222 members 
Mstep: Class 18 contains 45883 members 
Mstep: Class 19 contains 40553 members 
Mstep: Class 21 contains 44928 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43096 members 
Mstep: Class 24 contains 42309 members 
Mstep: Class 25 contains 37896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949656.000000 Penalty: 80096.007812
Iteration 404Q: 25 clusters Score -1.269497e+08 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 42204 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44207 members 
Mstep: Class 5 contains 41534 members 
Mstep: Class 6 contains 22499 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43264 members 
Mstep: Class 9 contains 42132 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43251 members 
Mstep: Class 12 contains 45570 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 45128 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32218 members 
Mstep: Class 18 contains 46050 members 
Mstep: Class 19 contains 40529 members 
Mstep: Class 21 contains 44933 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43111 members 
Mstep: Class 24 contains 42319 members 
Mstep: Class 25 contains 37835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949784.000000 Penalty: 80096.007812
Iteration 405Q: 25 clusters Score -1.269498e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 42215 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44210 members 
Mstep: Class 5 contains 41533 members 
Mstep: Class 6 contains 22456 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43263 members 
Mstep: Class 9 contains 42194 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43267 members 
Mstep: Class 12 contains 45606 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 45016 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32211 members 
Mstep: Class 18 contains 46178 members 
Mstep: Class 19 contains 40507 members 
Mstep: Class 21 contains 44945 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43100 members 
Mstep: Class 24 contains 42342 members 
Mstep: Class 25 contains 37783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949992.000000 Penalty: 80096.007812
Iteration 406Q: 25 clusters Score -1.2695e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 42218 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44200 members 
Mstep: Class 5 contains 41520 members 
Mstep: Class 6 contains 22411 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43283 members 
Mstep: Class 9 contains 42224 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43306 members 
Mstep: Class 12 contains 45647 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 44867 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32210 members 
Mstep: Class 18 contains 46296 members 
Mstep: Class 19 contains 40514 members 
Mstep: Class 21 contains 44966 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43108 members 
Mstep: Class 24 contains 42342 members 
Mstep: Class 25 contains 37737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949992.000000 Penalty: 80096.007812
Iteration 407Q: 25 clusters Score -1.2695e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 42239 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44185 members 
Mstep: Class 5 contains 41529 members 
Mstep: Class 6 contains 22348 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43299 members 
Mstep: Class 9 contains 42289 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43321 members 
Mstep: Class 12 contains 45677 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 44713 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32213 members 
Mstep: Class 18 contains 46413 members 
Mstep: Class 19 contains 40504 members 
Mstep: Class 21 contains 44997 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43149 members 
Mstep: Class 24 contains 42352 members 
Mstep: Class 25 contains 37647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126950056.000000 Penalty: 80096.007812
Iteration 408Q: 25 clusters Score -1.269501e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 42275 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44182 members 
Mstep: Class 5 contains 41522 members 
Mstep: Class 6 contains 22303 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43305 members 
Mstep: Class 9 contains 42343 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43368 members 
Mstep: Class 12 contains 45745 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 44543 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32207 members 
Mstep: Class 18 contains 46479 members 
Mstep: Class 19 contains 40510 members 
Mstep: Class 21 contains 45007 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43184 members 
Mstep: Class 24 contains 42331 members 
Mstep: Class 25 contains 37595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126950432.000000 Penalty: 80096.007812
Iteration 409Q: 25 clusters Score -1.269504e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 42298 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44191 members 
Mstep: Class 5 contains 41530 members 
Mstep: Class 6 contains 22256 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43280 members 
Mstep: Class 9 contains 42393 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43408 members 
Mstep: Class 12 contains 45820 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 44383 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32209 members 
Mstep: Class 18 contains 46530 members 
Mstep: Class 19 contains 40483 members 
Mstep: Class 21 contains 45034 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43218 members 
Mstep: Class 24 contains 42328 members 
Mstep: Class 25 contains 37578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126950264.000000 Penalty: 80096.007812
Iteration 410Q: 25 clusters Score -1.269503e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 42327 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44189 members 
Mstep: Class 5 contains 41555 members 
Mstep: Class 6 contains 22209 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43250 members 
Mstep: Class 9 contains 42448 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43490 members 
Mstep: Class 12 contains 45882 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 44207 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32209 members 
Mstep: Class 18 contains 46548 members 
Mstep: Class 19 contains 40473 members 
Mstep: Class 21 contains 45072 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43217 members 
Mstep: Class 24 contains 42325 members 
Mstep: Class 25 contains 37566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126950112.000000 Penalty: 80096.007812
Iteration 411Q: 25 clusters Score -1.269501e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 42345 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44181 members 
Mstep: Class 5 contains 41563 members 
Mstep: Class 6 contains 22167 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43243 members 
Mstep: Class 9 contains 42503 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43516 members 
Mstep: Class 12 contains 45893 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 44035 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32206 members 
Mstep: Class 18 contains 46544 members 
Mstep: Class 19 contains 40472 members 
Mstep: Class 21 contains 45162 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43224 members 
Mstep: Class 24 contains 42326 members 
Mstep: Class 25 contains 37605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949992.000000 Penalty: 80096.007812
Iteration 412Q: 25 clusters Score -1.2695e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 42360 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44187 members 
Mstep: Class 5 contains 41558 members 
Mstep: Class 6 contains 22130 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43245 members 
Mstep: Class 9 contains 42566 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43592 members 
Mstep: Class 12 contains 45944 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43872 members 
Mstep: Class 15 contains 683 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32201 members 
Mstep: Class 18 contains 46529 members 
Mstep: Class 19 contains 40446 members 
Mstep: Class 21 contains 45201 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43215 members 
Mstep: Class 24 contains 42323 members 
Mstep: Class 25 contains 37643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949864.000000 Penalty: 80096.007812
Iteration 413Q: 25 clusters Score -1.269499e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 42343 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44202 members 
Mstep: Class 5 contains 41567 members 
Mstep: Class 6 contains 22082 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43224 members 
Mstep: Class 9 contains 42594 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43684 members 
Mstep: Class 12 contains 45990 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43745 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32196 members 
Mstep: Class 18 contains 46538 members 
Mstep: Class 19 contains 40425 members 
Mstep: Class 21 contains 45251 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43204 members 
Mstep: Class 24 contains 42302 members 
Mstep: Class 25 contains 37664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949968.000000 Penalty: 80096.007812
Iteration 414Q: 25 clusters Score -1.2695e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44224 members 
Mstep: Class 5 contains 41576 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43223 members 
Mstep: Class 9 contains 42612 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43768 members 
Mstep: Class 12 contains 46047 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43621 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32191 members 
Mstep: Class 18 contains 46558 members 
Mstep: Class 19 contains 40405 members 
Mstep: Class 21 contains 45289 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43206 members 
Mstep: Class 24 contains 42269 members 
Mstep: Class 25 contains 37688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949688.000000 Penalty: 80096.007812
Iteration 415Q: 25 clusters Score -1.269497e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 42320 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44230 members 
Mstep: Class 5 contains 41576 members 
Mstep: Class 6 contains 21989 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43209 members 
Mstep: Class 9 contains 42633 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43858 members 
Mstep: Class 12 contains 46085 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43509 members 
Mstep: Class 15 contains 684 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32191 members 
Mstep: Class 18 contains 46549 members 
Mstep: Class 19 contains 40384 members 
Mstep: Class 21 contains 45310 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43202 members 
Mstep: Class 24 contains 42267 members 
Mstep: Class 25 contains 37693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949888.000000 Penalty: 80096.007812
Iteration 416Q: 25 clusters Score -1.269499e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 42326 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44233 members 
Mstep: Class 5 contains 41582 members 
Mstep: Class 6 contains 21943 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43205 members 
Mstep: Class 9 contains 42609 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 43920 members 
Mstep: Class 12 contains 46155 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43407 members 
Mstep: Class 15 contains 685 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32196 members 
Mstep: Class 18 contains 46555 members 
Mstep: Class 19 contains 40358 members 
Mstep: Class 21 contains 45330 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43221 members 
Mstep: Class 24 contains 42268 members 
Mstep: Class 25 contains 37701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949888.000000 Penalty: 80096.007812
Iteration 417Q: 25 clusters Score -1.269499e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 42338 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44218 members 
Mstep: Class 5 contains 41575 members 
Mstep: Class 6 contains 21916 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43203 members 
Mstep: Class 9 contains 42578 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44024 members 
Mstep: Class 12 contains 46198 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43316 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32196 members 
Mstep: Class 18 contains 46570 members 
Mstep: Class 19 contains 40332 members 
Mstep: Class 21 contains 45333 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43223 members 
Mstep: Class 24 contains 42267 members 
Mstep: Class 25 contains 37723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949936.000000 Penalty: 80096.007812
Iteration 418Q: 25 clusters Score -1.269499e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 42357 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44217 members 
Mstep: Class 5 contains 41574 members 
Mstep: Class 6 contains 21887 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43208 members 
Mstep: Class 9 contains 42572 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44104 members 
Mstep: Class 12 contains 46205 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43238 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32192 members 
Mstep: Class 18 contains 46564 members 
Mstep: Class 19 contains 40316 members 
Mstep: Class 21 contains 45362 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43236 members 
Mstep: Class 24 contains 42250 members 
Mstep: Class 25 contains 37760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949816.000000 Penalty: 80096.007812
Iteration 419Q: 25 clusters Score -1.269498e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 42387 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44214 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 21845 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43218 members 
Mstep: Class 9 contains 42553 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44170 members 
Mstep: Class 12 contains 46236 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43171 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32191 members 
Mstep: Class 18 contains 46551 members 
Mstep: Class 19 contains 40318 members 
Mstep: Class 21 contains 45377 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43254 members 
Mstep: Class 24 contains 42225 members 
Mstep: Class 25 contains 37783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949864.000000 Penalty: 80096.007812
Iteration 420F: 25 clusters Score -1.269499e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 42418 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44225 members 
Mstep: Class 5 contains 41587 members 
Mstep: Class 6 contains 21815 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43197 members 
Mstep: Class 9 contains 42541 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44226 members 
Mstep: Class 12 contains 46255 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43109 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 17 contains 32184 members 
Mstep: Class 18 contains 46527 members 
Mstep: Class 19 contains 40316 members 
Mstep: Class 21 contains 45400 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43290 members 
Mstep: Class 24 contains 42213 members 
Mstep: Class 25 contains 37781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949664.000000 Penalty: 80096.007812
Iteration 421Q: 25 clusters Score -1.269497e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 42459 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44221 members 
Mstep: Class 5 contains 41577 members 
Mstep: Class 6 contains 21799 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43188 members 
Mstep: Class 9 contains 42557 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44272 members 
Mstep: Class 12 contains 46264 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43078 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32182 members 
Mstep: Class 18 contains 46503 members 
Mstep: Class 19 contains 40305 members 
Mstep: Class 21 contains 45408 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43291 members 
Mstep: Class 24 contains 42205 members 
Mstep: Class 25 contains 37785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949768.000000 Penalty: 80096.007812
Iteration 422Q: 25 clusters Score -1.269498e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 42519 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44224 members 
Mstep: Class 5 contains 41567 members 
Mstep: Class 6 contains 21785 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43210 members 
Mstep: Class 9 contains 42559 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44310 members 
Mstep: Class 12 contains 46246 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43063 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32175 members 
Mstep: Class 18 contains 46477 members 
Mstep: Class 19 contains 40304 members 
Mstep: Class 21 contains 45413 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43252 members 
Mstep: Class 24 contains 42203 members 
Mstep: Class 25 contains 37800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949592.000000 Penalty: 80096.007812
Iteration 423Q: 25 clusters Score -1.269496e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 42544 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44227 members 
Mstep: Class 5 contains 41562 members 
Mstep: Class 6 contains 21767 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43224 members 
Mstep: Class 9 contains 42575 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44333 members 
Mstep: Class 12 contains 46232 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 43026 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32172 members 
Mstep: Class 18 contains 46452 members 
Mstep: Class 19 contains 40311 members 
Mstep: Class 21 contains 45420 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43250 members 
Mstep: Class 24 contains 42195 members 
Mstep: Class 25 contains 37827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949600.000000 Penalty: 80096.007812
Iteration 424Q: 25 clusters Score -1.269496e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 42577 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44224 members 
Mstep: Class 5 contains 41559 members 
Mstep: Class 6 contains 21739 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43217 members 
Mstep: Class 9 contains 42588 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44360 members 
Mstep: Class 12 contains 46238 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42988 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32175 members 
Mstep: Class 18 contains 46440 members 
Mstep: Class 19 contains 40306 members 
Mstep: Class 21 contains 45468 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43255 members 
Mstep: Class 24 contains 42180 members 
Mstep: Class 25 contains 37823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949632.000000 Penalty: 80096.007812
Iteration 425Q: 25 clusters Score -1.269496e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 42593 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44233 members 
Mstep: Class 5 contains 41533 members 
Mstep: Class 6 contains 21710 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43224 members 
Mstep: Class 9 contains 42588 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44383 members 
Mstep: Class 12 contains 46248 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42940 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32173 members 
Mstep: Class 18 contains 46454 members 
Mstep: Class 19 contains 40298 members 
Mstep: Class 21 contains 45478 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43290 members 
Mstep: Class 24 contains 42166 members 
Mstep: Class 25 contains 37834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949512.000000 Penalty: 80096.007812
Iteration 426Q: 25 clusters Score -1.269495e+08 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 42619 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44229 members 
Mstep: Class 5 contains 41515 members 
Mstep: Class 6 contains 21690 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43212 members 
Mstep: Class 9 contains 42588 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44407 members 
Mstep: Class 12 contains 46260 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42896 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32170 members 
Mstep: Class 18 contains 46445 members 
Mstep: Class 19 contains 40294 members 
Mstep: Class 21 contains 45512 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43321 members 
Mstep: Class 24 contains 42154 members 
Mstep: Class 25 contains 37837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949448.000000 Penalty: 80096.007812
Iteration 427Q: 25 clusters Score -1.269494e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 42663 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44223 members 
Mstep: Class 5 contains 41491 members 
Mstep: Class 6 contains 21675 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43217 members 
Mstep: Class 9 contains 42614 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44426 members 
Mstep: Class 12 contains 46278 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42839 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32169 members 
Mstep: Class 18 contains 46449 members 
Mstep: Class 19 contains 40285 members 
Mstep: Class 21 contains 45521 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 42138 members 
Mstep: Class 25 contains 37850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949376.000000 Penalty: 80096.007812
Iteration 428Q: 25 clusters Score -1.269494e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 42704 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44212 members 
Mstep: Class 5 contains 41463 members 
Mstep: Class 6 contains 21651 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43219 members 
Mstep: Class 9 contains 42643 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44461 members 
Mstep: Class 12 contains 46283 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42818 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32168 members 
Mstep: Class 18 contains 46440 members 
Mstep: Class 19 contains 40286 members 
Mstep: Class 21 contains 45521 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43321 members 
Mstep: Class 24 contains 42121 members 
Mstep: Class 25 contains 37864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949176.000000 Penalty: 80096.007812
Iteration 429Q: 25 clusters Score -1.269492e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 42741 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44197 members 
Mstep: Class 5 contains 41450 members 
Mstep: Class 6 contains 21641 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43223 members 
Mstep: Class 9 contains 42662 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44504 members 
Mstep: Class 12 contains 46271 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42815 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32164 members 
Mstep: Class 18 contains 46417 members 
Mstep: Class 19 contains 40291 members 
Mstep: Class 21 contains 45532 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43311 members 
Mstep: Class 24 contains 42106 members 
Mstep: Class 25 contains 37874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949216.000000 Penalty: 80096.007812
Iteration 430Q: 25 clusters Score -1.269492e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 42748 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44202 members 
Mstep: Class 5 contains 41434 members 
Mstep: Class 6 contains 21630 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43201 members 
Mstep: Class 9 contains 42662 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44536 members 
Mstep: Class 12 contains 46270 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42832 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32162 members 
Mstep: Class 18 contains 46394 members 
Mstep: Class 19 contains 40291 members 
Mstep: Class 21 contains 45555 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43334 members 
Mstep: Class 24 contains 42104 members 
Mstep: Class 25 contains 37868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949384.000000 Penalty: 80096.007812
Iteration 431Q: 25 clusters Score -1.269494e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 42753 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44189 members 
Mstep: Class 5 contains 41415 members 
Mstep: Class 6 contains 21612 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43226 members 
Mstep: Class 9 contains 42683 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44558 members 
Mstep: Class 12 contains 46286 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42828 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32160 members 
Mstep: Class 18 contains 46387 members 
Mstep: Class 19 contains 40300 members 
Mstep: Class 21 contains 45562 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 42094 members 
Mstep: Class 25 contains 37865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949256.000000 Penalty: 80096.007812
Iteration 432Q: 25 clusters Score -1.269493e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 42768 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44175 members 
Mstep: Class 5 contains 41413 members 
Mstep: Class 6 contains 21579 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43242 members 
Mstep: Class 9 contains 42678 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44578 members 
Mstep: Class 12 contains 46309 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42833 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32158 members 
Mstep: Class 18 contains 46391 members 
Mstep: Class 19 contains 40295 members 
Mstep: Class 21 contains 45565 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43345 members 
Mstep: Class 24 contains 42083 members 
Mstep: Class 25 contains 37856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949328.000000 Penalty: 80096.007812
Iteration 433Q: 25 clusters Score -1.269493e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 42788 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44168 members 
Mstep: Class 5 contains 41412 members 
Mstep: Class 6 contains 21545 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43231 members 
Mstep: Class 9 contains 42664 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44618 members 
Mstep: Class 12 contains 46315 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42828 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32163 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 40286 members 
Mstep: Class 21 contains 45577 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43349 members 
Mstep: Class 24 contains 42083 members 
Mstep: Class 25 contains 37872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949312.000000 Penalty: 80096.007812
Iteration 434Q: 25 clusters Score -1.269493e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 42808 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44162 members 
Mstep: Class 5 contains 41404 members 
Mstep: Class 6 contains 21522 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43227 members 
Mstep: Class 9 contains 42629 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44647 members 
Mstep: Class 12 contains 46332 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42837 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32169 members 
Mstep: Class 18 contains 46377 members 
Mstep: Class 19 contains 40265 members 
Mstep: Class 21 contains 45588 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43360 members 
Mstep: Class 24 contains 42075 members 
Mstep: Class 25 contains 37890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949320.000000 Penalty: 80096.007812
Iteration 435Q: 25 clusters Score -1.269493e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 42804 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44153 members 
Mstep: Class 5 contains 41426 members 
Mstep: Class 6 contains 21506 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43221 members 
Mstep: Class 9 contains 42604 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44648 members 
Mstep: Class 12 contains 46322 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42841 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32171 members 
Mstep: Class 18 contains 46398 members 
Mstep: Class 19 contains 40248 members 
Mstep: Class 21 contains 45596 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43374 members 
Mstep: Class 24 contains 42079 members 
Mstep: Class 25 contains 37905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949512.000000 Penalty: 80096.007812
Iteration 436Q: 25 clusters Score -1.269495e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 42816 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44145 members 
Mstep: Class 5 contains 41438 members 
Mstep: Class 6 contains 21495 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43213 members 
Mstep: Class 9 contains 42586 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44656 members 
Mstep: Class 12 contains 46319 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42845 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32166 members 
Mstep: Class 18 contains 46404 members 
Mstep: Class 19 contains 40238 members 
Mstep: Class 21 contains 45587 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43402 members 
Mstep: Class 24 contains 42080 members 
Mstep: Class 25 contains 37923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949576.000000 Penalty: 80096.007812
Iteration 437Q: 25 clusters Score -1.269496e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 42827 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44145 members 
Mstep: Class 5 contains 41451 members 
Mstep: Class 6 contains 21469 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43194 members 
Mstep: Class 9 contains 42584 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44695 members 
Mstep: Class 12 contains 46319 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42832 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32159 members 
Mstep: Class 18 contains 46414 members 
Mstep: Class 19 contains 40229 members 
Mstep: Class 21 contains 45577 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43398 members 
Mstep: Class 24 contains 42080 members 
Mstep: Class 25 contains 37956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949488.000000 Penalty: 80096.007812
Iteration 438Q: 25 clusters Score -1.269495e+08 nChanged 859
Entering ConstructFrom: 
Score: -126949488.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (34712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Entering Unmasked Estep 
Score: -6352983.500000 Penalty: 2592.800537
	Iteration 0F: 2 clusters Score -6352984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -6329404.500000 Penalty: 5185.601074
	Iteration 0F: 3 clusters Score -6329404 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -6337745.000000 Penalty: 5185.601074
	Iteration 1F: 3 clusters Score -6337745 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -6338081.500000 Penalty: 5185.601074
	Iteration 2Q: 3 clusters Score -6338082 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -6338375.000000 Penalty: 5185.601074
	Iteration 3Q: 3 clusters Score -6338375 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -6338618.500000 Penalty: 5185.601074
	Iteration 4Q: 3 clusters Score -6338618 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -6338815.500000 Penalty: 5185.601074
	Iteration 5Q: 3 clusters Score -6338816 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -6339003.500000 Penalty: 5185.601074
	Iteration 6Q: 3 clusters Score -6339004 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -6339306.500000 Penalty: 5185.601074
	Iteration 7Q: 3 clusters Score -6339306 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -6339649.000000 Penalty: 5185.601074
	Iteration 8Q: 3 clusters Score -6339649 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -6340118.000000 Penalty: 5185.601074
	Iteration 9Q: 3 clusters Score -6340118 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -6341003.500000 Penalty: 5185.601074
	Iteration 10Q: 3 clusters Score -6341004 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -6342325.500000 Penalty: 5185.601074
	Iteration 11F: 3 clusters Score -6342326 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -6344202.500000 Penalty: 5185.601074
	Iteration 12F: 3 clusters Score -6344202 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -6346323.500000 Penalty: 5185.601074
	Iteration 13F: 3 clusters Score -6346324 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -6348080.000000 Penalty: 5185.601074
	Iteration 14F: 3 clusters Score -6348080 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -6349279.000000 Penalty: 5185.601074
	Iteration 15Q: 3 clusters Score -6349279 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -6350077.000000 Penalty: 5185.601074
	Iteration 16Q: 3 clusters Score -6350077 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -6350551.000000 Penalty: 5185.601074
	Iteration 17Q: 3 clusters Score -6350551 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -6350774.000000 Penalty: 5185.601074
	Iteration 18Q: 3 clusters Score -6350774 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -6350925.000000 Penalty: 5185.601074
	Iteration 19Q: 3 clusters Score -6350925 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -6350997.000000 Penalty: 5185.601074
	Iteration 20F: 3 clusters Score -6350997 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -6351016.500000 Penalty: 5185.601074
	Iteration 21Q: 3 clusters Score -6351016 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -6351046.500000 Penalty: 5185.601074
	Iteration 22Q: 3 clusters Score -6351046 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -6351052.000000 Penalty: 5185.601074
	Iteration 23Q: 3 clusters Score -6351052 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -6351082.000000 Penalty: 5185.601074
	Iteration 24Q: 3 clusters Score -6351082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -6351086.000000 Penalty: 5185.601074
	Iteration 25Q: 3 clusters Score -6351086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -6351116.000000 Penalty: 5185.601074
	Iteration 26Q: 3 clusters Score -6351116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -6351119.500000 Penalty: 5185.601074
	Iteration 27Q: 3 clusters Score -6351120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -6351122.000000 Penalty: 5185.601074
	Iteration 28Q: 3 clusters Score -6351122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -6351134.000000 Penalty: 5185.601074
	Iteration 29Q: 3 clusters Score -6351134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -6351127.500000 Penalty: 5185.601074
	Iteration 30Q: 3 clusters Score -6351128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -6351138.000000 Penalty: 5185.601074
	Iteration 31Q: 3 clusters Score -6351138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -6351149.000000 Penalty: 5185.601074
	Iteration 32Q: 3 clusters Score -6351149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -6351145.500000 Penalty: 5185.601074
	Iteration 33Q: 3 clusters Score -6351146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -6351149.500000 Penalty: 5185.601074
	Iteration 34Q: 3 clusters Score -6351150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -6351145.500000 Penalty: 5185.601074
	Iteration 35Q: 3 clusters Score -6351146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -6351154.500000 Penalty: 5185.601074
	Iteration 36Q: 3 clusters Score -6351154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -6351156.000000 Penalty: 5185.601074
	Iteration 37Q: 3 clusters Score -6351156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -6351158.000000 Penalty: 5185.601074
	Iteration 38Q: 3 clusters Score -6351158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -6351165.000000 Penalty: 5185.601074
	Iteration 39Q: 3 clusters Score -6351165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -6351166.000000 Penalty: 5185.601074
	Iteration 40F: 3 clusters Score -6351166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -6351161.500000 Penalty: 5185.601074
	Iteration 41Q: 3 clusters Score -6351162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -6351159.000000 Penalty: 5185.601074
	Iteration 42Q: 3 clusters Score -6351159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -6351159.500000 Penalty: 5185.601074
	Iteration 43Q: 3 clusters Score -6351160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -6351164.000000 Penalty: 5185.601074
	Iteration 44Q: 3 clusters Score -6351164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -6351164.000000 Penalty: 5185.601074
	Iteration 45F: 3 clusters Score -6351164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Entering Unmasked Estep 
Score: -7955294.000000 Penalty: 2644.866211
	Iteration 0F: 2 clusters Score -7955294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -7926546.000000 Penalty: 5289.732422
	Iteration 0F: 3 clusters Score -7926546 nChanged 19770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -7937497.500000 Penalty: 5289.732422
	Iteration 1F: 3 clusters Score -7937498 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -7938004.500000 Penalty: 5289.732422
	Iteration 2Q: 3 clusters Score -7938004 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -7938466.000000 Penalty: 5289.732422
	Iteration 3Q: 3 clusters Score -7938466 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -7938849.500000 Penalty: 5289.732422
	Iteration 4Q: 3 clusters Score -7938850 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -7939227.500000 Penalty: 5289.732422
	Iteration 5Q: 3 clusters Score -7939228 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -7939727.500000 Penalty: 5289.732422
	Iteration 6Q: 3 clusters Score -7939728 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -7940389.500000 Penalty: 5289.732422
	Iteration 7Q: 3 clusters Score -7940390 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -7941312.500000 Penalty: 5289.732422
	Iteration 8Q: 3 clusters Score -7941312 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -7942745.000000 Penalty: 5289.732422
	Iteration 9F: 3 clusters Score -7942745 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -7944766.000000 Penalty: 5289.732422
	Iteration 10F: 3 clusters Score -7944766 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35468 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -7947072.000000 Penalty: 5289.732422
	Iteration 11F: 3 clusters Score -7947072 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -7949252.500000 Penalty: 5289.732422
	Iteration 12F: 3 clusters Score -7949252 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7950962.500000 Penalty: 5289.732422
	Iteration 13Q: 3 clusters Score -7950962 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7951911.000000 Penalty: 5289.732422
	Iteration 14Q: 3 clusters Score -7951911 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7952452.000000 Penalty: 5289.732422
	Iteration 15Q: 3 clusters Score -7952452 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7952747.500000 Penalty: 5289.732422
	Iteration 16Q: 3 clusters Score -7952748 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7952856.500000 Penalty: 5289.732422
	Iteration 17Q: 3 clusters Score -7952856 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7952950.500000 Penalty: 5289.732422
	Iteration 18Q: 3 clusters Score -7952950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7953018.500000 Penalty: 5289.732422
	Iteration 19Q: 3 clusters Score -7953018 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7953045.000000 Penalty: 5289.732422
	Iteration 20F: 3 clusters Score -7953045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7953073.000000 Penalty: 5289.732422
	Iteration 21Q: 3 clusters Score -7953073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7953105.000000 Penalty: 5289.732422
	Iteration 22Q: 3 clusters Score -7953105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7953111.500000 Penalty: 5289.732422
	Iteration 23Q: 3 clusters Score -7953112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7953121.000000 Penalty: 5289.732422
	Iteration 24Q: 3 clusters Score -7953121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7953121.500000 Penalty: 5289.732422
	Iteration 25Q: 3 clusters Score -7953122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -7953122.500000 Penalty: 5289.732422
	Iteration 26Q: 3 clusters Score -7953122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7953128.500000 Penalty: 5289.732422
	Iteration 27Q: 3 clusters Score -7953128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7953126.000000 Penalty: 5289.732422
	Iteration 28Q: 3 clusters Score -7953126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7953135.500000 Penalty: 5289.732422
	Iteration 29Q: 3 clusters Score -7953136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7953140.500000 Penalty: 5289.732422
	Iteration 30Q: 3 clusters Score -7953140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7953141.000000 Penalty: 5289.732422
	Iteration 31Q: 3 clusters Score -7953141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7953137.000000 Penalty: 5289.732422
	Iteration 32Q: 3 clusters Score -7953137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7953140.000000 Penalty: 5289.732422
	Iteration 33Q: 3 clusters Score -7953140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7953140.000000 Penalty: 5289.732422
	Iteration 34F: 3 clusters Score -7953140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -120832.625000 Penalty: 1698.041870
	Iteration 0F: 2 clusters Score -120832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -119060.093750 Penalty: 3396.083740
	Iteration 0F: 3 clusters Score -119060.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -119722.351562 Penalty: 3396.083740
	Iteration 1F: 3 clusters Score -119722.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -120148.867188 Penalty: 3396.083740
	Iteration 2F: 3 clusters Score -120148.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -120493.929688 Penalty: 3396.083740
	Iteration 3F: 3 clusters Score -120493.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -120690.023438 Penalty: 3396.083740
	Iteration 4Q: 3 clusters Score -120690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -120897.132812 Penalty: 3396.083740
	Iteration 5Q: 3 clusters Score -120897.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -121077.226562 Penalty: 3396.083740
	Iteration 6Q: 3 clusters Score -121077.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -121241.968750 Penalty: 3396.083740
	Iteration 7Q: 3 clusters Score -121242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -121346.070312 Penalty: 3396.083740
	Iteration 8Q: 3 clusters Score -121346.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -121386.203125 Penalty: 3396.083740
	Iteration 9Q: 3 clusters Score -121386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -121399.257812 Penalty: 3396.083740
	Iteration 10Q: 3 clusters Score -121399.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -121405.132812 Penalty: 3396.083740
	Iteration 11Q: 3 clusters Score -121405.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -121415.085938 Penalty: 3396.083740
	Iteration 12F: 3 clusters Score -121415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -121437.882812 Penalty: 3396.083740
	Iteration 13Q: 3 clusters Score -121437.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -121458.085938 Penalty: 3396.083740
	Iteration 14Q: 3 clusters Score -121458.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -121486.781250 Penalty: 3396.083740
	Iteration 15Q: 3 clusters Score -121486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -121503.156250 Penalty: 3396.083740
	Iteration 16Q: 3 clusters Score -121503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -121534.398438 Penalty: 3396.083740
	Iteration 17Q: 3 clusters Score -121534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -121551.773438 Penalty: 3396.083740
	Iteration 18Q: 3 clusters Score -121551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -121557.140625 Penalty: 3396.083740
	Iteration 19Q: 3 clusters Score -121557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -121557.140625 Penalty: 3396.083740
	Iteration 20F: 3 clusters Score -121557.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 42821 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 4 contains 44145 members 
Mstep: Class 5 contains 41471 members 
Mstep: Class 6 contains 21452 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43170 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44714 members 
Mstep: Class 12 contains 46330 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42819 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32154 members 
Mstep: Class 18 contains 46410 members 
Mstep: Class 19 contains 40215 members 
Mstep: Class 20 contains 477 members 
Mstep: Class 21 contains 45594 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43415 members 
Mstep: Class 24 contains 42071 members 
Mstep: Class 25 contains 37980 members 
Entering Unmasked Estep 
Score: -126948792.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126949488.000000 to -126948792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (44145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Entering Unmasked Estep 
Score: -8072577.000000 Penalty: 2652.418457
	Iteration 0F: 2 clusters Score -8072577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -8043160.500000 Penalty: 5304.836914
	Iteration 0F: 3 clusters Score -8043160 nChanged 20178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -8054253.500000 Penalty: 5304.836914
	Iteration 1F: 3 clusters Score -8054254 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -8054710.500000 Penalty: 5304.836914
	Iteration 2Q: 3 clusters Score -8054710 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -8055153.000000 Penalty: 5304.836914
	Iteration 3Q: 3 clusters Score -8055153 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -8055641.500000 Penalty: 5304.836914
	Iteration 4Q: 3 clusters Score -8055642 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -8056234.000000 Penalty: 5304.836914
	Iteration 5Q: 3 clusters Score -8056234 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -8057001.000000 Penalty: 5304.836914
	Iteration 6Q: 3 clusters Score -8057001 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -8058083.000000 Penalty: 5304.836914
	Iteration 7Q: 3 clusters Score -8058083 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -8059462.000000 Penalty: 5304.836914
	Iteration 8Q: 3 clusters Score -8059462 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -8061226.500000 Penalty: 5304.836914
	Iteration 9F: 3 clusters Score -8061226 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -8063261.000000 Penalty: 5304.836914
	Iteration 10F: 3 clusters Score -8063261 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -8064863.000000 Penalty: 5304.836914
	Iteration 11F: 3 clusters Score -8064863 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -8065737.500000 Penalty: 5304.836914
	Iteration 12Q: 3 clusters Score -8065738 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -8066175.000000 Penalty: 5304.836914
	Iteration 13Q: 3 clusters Score -8066175 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -8066407.000000 Penalty: 5304.836914
	Iteration 14Q: 3 clusters Score -8066407 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -8066688.500000 Penalty: 5304.836914
	Iteration 15Q: 3 clusters Score -8066688 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -8066971.500000 Penalty: 5304.836914
	Iteration 16Q: 3 clusters Score -8066972 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -8067303.000000 Penalty: 5304.836914
	Iteration 17Q: 3 clusters Score -8067303 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -8067718.000000 Penalty: 5304.836914
	Iteration 18Q: 3 clusters Score -8067718 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -8068115.000000 Penalty: 5304.836914
	Iteration 19Q: 3 clusters Score -8068115 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -8068576.500000 Penalty: 5304.836914
	Iteration 20F: 3 clusters Score -8068576 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -8068968.500000 Penalty: 5304.836914
	Iteration 21Q: 3 clusters Score -8068968 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -8069318.500000 Penalty: 5304.836914
	Iteration 22Q: 3 clusters Score -8069318 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -8069614.500000 Penalty: 5304.836914
	Iteration 23Q: 3 clusters Score -8069614 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -8069854.500000 Penalty: 5304.836914
	Iteration 24Q: 3 clusters Score -8069854 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -8070082.500000 Penalty: 5304.836914
	Iteration 25Q: 3 clusters Score -8070082 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -8070220.000000 Penalty: 5304.836914
	Iteration 26Q: 3 clusters Score -8070220 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -8070321.500000 Penalty: 5304.836914
	Iteration 27Q: 3 clusters Score -8070322 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -8070382.000000 Penalty: 5304.836914
	Iteration 28Q: 3 clusters Score -8070382 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -8070439.000000 Penalty: 5304.836914
	Iteration 29Q: 3 clusters Score -8070439 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -8070512.000000 Penalty: 5304.836914
	Iteration 30Q: 3 clusters Score -8070512 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -8070561.500000 Penalty: 5304.836914
	Iteration 31Q: 3 clusters Score -8070562 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -8070632.500000 Penalty: 5304.836914
	Iteration 32Q: 3 clusters Score -8070632 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -8070688.000000 Penalty: 5304.836914
	Iteration 33Q: 3 clusters Score -8070688 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -8070760.000000 Penalty: 5304.836914
	Iteration 34Q: 3 clusters Score -8070760 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -8070804.000000 Penalty: 5304.836914
	Iteration 35Q: 3 clusters Score -8070804 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -8070840.000000 Penalty: 5304.836914
	Iteration 36Q: 3 clusters Score -8070840 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -8070868.000000 Penalty: 5304.836914
	Iteration 37Q: 3 clusters Score -8070868 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -8070913.500000 Penalty: 5304.836914
	Iteration 38Q: 3 clusters Score -8070914 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -8070958.000000 Penalty: 5304.836914
	Iteration 39Q: 3 clusters Score -8070958 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -8070977.500000 Penalty: 5304.836914
	Iteration 40F: 3 clusters Score -8070978 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -8071033.500000 Penalty: 5304.836914
	Iteration 41Q: 3 clusters Score -8071034 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -8071084.500000 Penalty: 5304.836914
	Iteration 42Q: 3 clusters Score -8071084 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -8071100.500000 Penalty: 5304.836914
	Iteration 43Q: 3 clusters Score -8071100 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -8071141.000000 Penalty: 5304.836914
	Iteration 44Q: 3 clusters Score -8071141 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 35944 members 
Entering Unmasked Estep 
Score: -8071155.000000 Penalty: 5304.836914
	Iteration 45Q: 3 clusters Score -8071155 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -8071191.500000 Penalty: 5304.836914
	Iteration 46Q: 3 clusters Score -8071192 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -8071194.000000 Penalty: 5304.836914
	Iteration 47Q: 3 clusters Score -8071194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -8071201.000000 Penalty: 5304.836914
	Iteration 48Q: 3 clusters Score -8071201 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -8071219.500000 Penalty: 5304.836914
	Iteration 49Q: 3 clusters Score -8071220 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -8071245.500000 Penalty: 5304.836914
	Iteration 50Q: 3 clusters Score -8071246 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -8071240.000000 Penalty: 5304.836914
	Iteration 51Q: 3 clusters Score -8071240 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -8071234.000000 Penalty: 5304.836914
	Iteration 52Q: 3 clusters Score -8071234 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -8071241.000000 Penalty: 5304.836914
	Iteration 53Q: 3 clusters Score -8071241 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -8071249.500000 Penalty: 5304.836914
	Iteration 54Q: 3 clusters Score -8071250 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -8071260.500000 Penalty: 5304.836914
	Iteration 55Q: 3 clusters Score -8071260 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -8071257.000000 Penalty: 5304.836914
	Iteration 56Q: 3 clusters Score -8071257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -8071277.000000 Penalty: 5304.836914
	Iteration 57Q: 3 clusters Score -8071277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -8071280.500000 Penalty: 5304.836914
	Iteration 58Q: 3 clusters Score -8071280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -8071302.500000 Penalty: 5304.836914
	Iteration 59Q: 3 clusters Score -8071302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -8071306.500000 Penalty: 5304.836914
	Iteration 60F: 3 clusters Score -8071306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -8071313.000000 Penalty: 5304.836914
	Iteration 61Q: 3 clusters Score -8071313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -8071322.500000 Penalty: 5304.836914
	Iteration 62Q: 3 clusters Score -8071322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -8071311.000000 Penalty: 5304.836914
	Iteration 63Q: 3 clusters Score -8071311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -8071316.500000 Penalty: 5304.836914
	Iteration 64Q: 3 clusters Score -8071316 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -8071321.500000 Penalty: 5304.836914
	Iteration 65Q: 3 clusters Score -8071322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -8071332.000000 Penalty: 5304.836914
	Iteration 66Q: 3 clusters Score -8071332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -8071326.500000 Penalty: 5304.836914
	Iteration 67Q: 3 clusters Score -8071326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -8071329.500000 Penalty: 5304.836914
	Iteration 68Q: 3 clusters Score -8071330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -8071348.000000 Penalty: 5304.836914
	Iteration 69Q: 3 clusters Score -8071348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -8071356.000000 Penalty: 5304.836914
	Iteration 70Q: 3 clusters Score -8071356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -8071359.000000 Penalty: 5304.836914
	Iteration 71Q: 3 clusters Score -8071359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -8071357.500000 Penalty: 5304.836914
	Iteration 72Q: 3 clusters Score -8071358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -8071358.500000 Penalty: 5304.836914
	Iteration 73Q: 3 clusters Score -8071358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -8071362.500000 Penalty: 5304.836914
	Iteration 74Q: 3 clusters Score -8071362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -8071354.500000 Penalty: 5304.836914
	Iteration 75Q: 3 clusters Score -8071354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -8071367.500000 Penalty: 5304.836914
	Iteration 76Q: 3 clusters Score -8071368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -8071372.500000 Penalty: 5304.836914
	Iteration 77Q: 3 clusters Score -8071372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -8071366.000000 Penalty: 5304.836914
	Iteration 78Q: 3 clusters Score -8071366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -8071372.500000 Penalty: 5304.836914
	Iteration 79Q: 3 clusters Score -8071372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -8071372.000000 Penalty: 5304.836914
	Iteration 80F: 3 clusters Score -8071372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -8071374.500000 Penalty: 5304.836914
	Iteration 81Q: 3 clusters Score -8071374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -8071373.500000 Penalty: 5304.836914
	Iteration 82Q: 3 clusters Score -8071374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -8071382.500000 Penalty: 5304.836914
	Iteration 83Q: 3 clusters Score -8071382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -8071369.000000 Penalty: 5304.836914
	Iteration 84Q: 3 clusters Score -8071369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -8071372.000000 Penalty: 5304.836914
	Iteration 85Q: 3 clusters Score -8071372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -8071379.000000 Penalty: 5304.836914
	Iteration 86Q: 3 clusters Score -8071379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -8071376.000000 Penalty: 5304.836914
	Iteration 87Q: 3 clusters Score -8071376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -8071376.500000 Penalty: 5304.836914
	Iteration 88Q: 3 clusters Score -8071376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -8071378.000000 Penalty: 5304.836914
	Iteration 89Q: 3 clusters Score -8071378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -8071380.000000 Penalty: 5304.836914
	Iteration 90Q: 3 clusters Score -8071380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -8071380.000000 Penalty: 5304.836914
	Iteration 91F: 3 clusters Score -8071380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Entering Unmasked Estep 
Score: -7643384.000000 Penalty: 2636.921875
	Iteration 0F: 2 clusters Score -7643384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -7615605.500000 Penalty: 5273.843750
	Iteration 0F: 3 clusters Score -7615606 nChanged 18988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -7625965.000000 Penalty: 5273.843750
	Iteration 1F: 3 clusters Score -7625965 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -7626499.500000 Penalty: 5273.843750
	Iteration 2Q: 3 clusters Score -7626500 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -7627252.500000 Penalty: 5273.843750
	Iteration 3Q: 3 clusters Score -7627252 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -7628268.500000 Penalty: 5273.843750
	Iteration 4Q: 3 clusters Score -7628268 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -7629627.000000 Penalty: 5273.843750
	Iteration 5F: 3 clusters Score -7629627 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -7631507.500000 Penalty: 5273.843750
	Iteration 6F: 3 clusters Score -7631508 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -7633651.000000 Penalty: 5273.843750
	Iteration 7F: 3 clusters Score -7633651 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -7636103.500000 Penalty: 5273.843750
	Iteration 8F: 3 clusters Score -7636104 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -7638445.000000 Penalty: 5273.843750
	Iteration 9F: 3 clusters Score -7638445 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -7640037.000000 Penalty: 5273.843750
	Iteration 10Q: 3 clusters Score -7640037 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -7640779.000000 Penalty: 5273.843750
	Iteration 11Q: 3 clusters Score -7640779 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -7641152.500000 Penalty: 5273.843750
	Iteration 12Q: 3 clusters Score -7641152 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -7641419.500000 Penalty: 5273.843750
	Iteration 13Q: 3 clusters Score -7641420 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -7641596.500000 Penalty: 5273.843750
	Iteration 14Q: 3 clusters Score -7641596 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -7641715.500000 Penalty: 5273.843750
	Iteration 15Q: 3 clusters Score -7641716 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -7641836.500000 Penalty: 5273.843750
	Iteration 16Q: 3 clusters Score -7641836 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -7641915.500000 Penalty: 5273.843750
	Iteration 17Q: 3 clusters Score -7641916 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -7641970.500000 Penalty: 5273.843750
	Iteration 18Q: 3 clusters Score -7641970 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -7642028.000000 Penalty: 5273.843750
	Iteration 19Q: 3 clusters Score -7642028 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -7642088.000000 Penalty: 5273.843750
	Iteration 20F: 3 clusters Score -7642088 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -7642142.500000 Penalty: 5273.843750
	Iteration 21Q: 3 clusters Score -7642142 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -7642155.000000 Penalty: 5273.843750
	Iteration 22Q: 3 clusters Score -7642155 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -7642187.000000 Penalty: 5273.843750
	Iteration 23Q: 3 clusters Score -7642187 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -7642213.500000 Penalty: 5273.843750
	Iteration 24Q: 3 clusters Score -7642214 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -7642253.500000 Penalty: 5273.843750
	Iteration 25Q: 3 clusters Score -7642254 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -7642283.500000 Penalty: 5273.843750
	Iteration 26Q: 3 clusters Score -7642284 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -7642314.000000 Penalty: 5273.843750
	Iteration 27Q: 3 clusters Score -7642314 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -7642328.500000 Penalty: 5273.843750
	Iteration 28Q: 3 clusters Score -7642328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -7642343.500000 Penalty: 5273.843750
	Iteration 29Q: 3 clusters Score -7642344 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -7642341.500000 Penalty: 5273.843750
	Iteration 30Q: 3 clusters Score -7642342 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -7642357.500000 Penalty: 5273.843750
	Iteration 31Q: 3 clusters Score -7642358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -7642359.500000 Penalty: 5273.843750
	Iteration 32Q: 3 clusters Score -7642360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7642379.000000 Penalty: 5273.843750
	Iteration 33Q: 3 clusters Score -7642379 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -7642379.500000 Penalty: 5273.843750
	Iteration 34Q: 3 clusters Score -7642380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -7642379.500000 Penalty: 5273.843750
	Iteration 35Q: 3 clusters Score -7642380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -7642389.500000 Penalty: 5273.843750
	Iteration 36Q: 3 clusters Score -7642390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -7642396.000000 Penalty: 5273.843750
	Iteration 37Q: 3 clusters Score -7642396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7642401.000000 Penalty: 5273.843750
	Iteration 38Q: 3 clusters Score -7642401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -7642392.500000 Penalty: 5273.843750
	Iteration 39Q: 3 clusters Score -7642392 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -7642395.500000 Penalty: 5273.843750
	Iteration 40F: 3 clusters Score -7642396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -7642393.000000 Penalty: 5273.843750
	Iteration 41Q: 3 clusters Score -7642393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38102 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -7642384.500000 Penalty: 5273.843750
	Iteration 42Q: 3 clusters Score -7642384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7642400.000000 Penalty: 5273.843750
	Iteration 43Q: 3 clusters Score -7642400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7642400.500000 Penalty: 5273.843750
	Iteration 44Q: 3 clusters Score -7642400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -7642410.500000 Penalty: 5273.843750
	Iteration 45Q: 3 clusters Score -7642410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -7642408.000000 Penalty: 5273.843750
	Iteration 46Q: 3 clusters Score -7642408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7642417.500000 Penalty: 5273.843750
	Iteration 47Q: 3 clusters Score -7642418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -7642434.000000 Penalty: 5273.843750
	Iteration 48Q: 3 clusters Score -7642434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -7642450.000000 Penalty: 5273.843750
	Iteration 49Q: 3 clusters Score -7642450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -7642443.500000 Penalty: 5273.843750
	Iteration 50Q: 3 clusters Score -7642444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7642450.000000 Penalty: 5273.843750
	Iteration 51Q: 3 clusters Score -7642450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -7642450.000000 Penalty: 5273.843750
	Iteration 52Q: 3 clusters Score -7642450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7642456.500000 Penalty: 5273.843750
	Iteration 53Q: 3 clusters Score -7642456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -7642457.500000 Penalty: 5273.843750
	Iteration 54Q: 3 clusters Score -7642458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7642457.500000 Penalty: 5273.843750
	Iteration 55Q: 3 clusters Score -7642458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -7642455.500000 Penalty: 5273.843750
	Iteration 56Q: 3 clusters Score -7642456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -7642452.500000 Penalty: 5273.843750
	Iteration 57Q: 3 clusters Score -7642452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7642464.500000 Penalty: 5273.843750
	Iteration 58Q: 3 clusters Score -7642464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7642466.000000 Penalty: 5273.843750
	Iteration 59Q: 3 clusters Score -7642466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7642462.000000 Penalty: 5273.843750
	Iteration 60F: 3 clusters Score -7642462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7642462.500000 Penalty: 5273.843750
	Iteration 61Q: 3 clusters Score -7642462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -7642463.500000 Penalty: 5273.843750
	Iteration 62Q: 3 clusters Score -7642464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -7642464.500000 Penalty: 5273.843750
	Iteration 63Q: 3 clusters Score -7642464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -7642464.000000 Penalty: 5273.843750
	Iteration 64Q: 3 clusters Score -7642464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -7642465.500000 Penalty: 5273.843750
	Iteration 65Q: 3 clusters Score -7642466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -7642465.500000 Penalty: 5273.843750
	Iteration 66F: 3 clusters Score -7642466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -3961421.750000 Penalty: 2473.446045
	Iteration 0F: 2 clusters Score -3961422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3946379.000000 Penalty: 4946.892090
	Iteration 0F: 3 clusters Score -3946379 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -3951395.500000 Penalty: 4946.892090
	Iteration 1F: 3 clusters Score -3951396 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3951804.750000 Penalty: 4946.892090
	Iteration 2F: 3 clusters Score -3951805 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3952215.250000 Penalty: 4946.892090
	Iteration 3Q: 3 clusters Score -3952215 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -3952632.750000 Penalty: 4946.892090
	Iteration 4Q: 3 clusters Score -3952633 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3953083.500000 Penalty: 4946.892090
	Iteration 5Q: 3 clusters Score -3953084 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -3953572.250000 Penalty: 4946.892090
	Iteration 6Q: 3 clusters Score -3953572 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3954009.750000 Penalty: 4946.892090
	Iteration 7Q: 3 clusters Score -3954010 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3954494.000000 Penalty: 4946.892090
	Iteration 8Q: 3 clusters Score -3954494 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3954980.750000 Penalty: 4946.892090
	Iteration 9Q: 3 clusters Score -3954981 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -3955436.750000 Penalty: 4946.892090
	Iteration 10Q: 3 clusters Score -3955437 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3955849.250000 Penalty: 4946.892090
	Iteration 11Q: 3 clusters Score -3955849 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3956205.000000 Penalty: 4946.892090
	Iteration 12Q: 3 clusters Score -3956205 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3956496.250000 Penalty: 4946.892090
	Iteration 13Q: 3 clusters Score -3956496 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -3956690.000000 Penalty: 4946.892090
	Iteration 14Q: 3 clusters Score -3956690 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -3956841.500000 Penalty: 4946.892090
	Iteration 15Q: 3 clusters Score -3956842 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3956958.500000 Penalty: 4946.892090
	Iteration 16Q: 3 clusters Score -3956958 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3957034.250000 Penalty: 4946.892090
	Iteration 17Q: 3 clusters Score -3957034 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3957095.000000 Penalty: 4946.892090
	Iteration 18Q: 3 clusters Score -3957095 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -3957110.000000 Penalty: 4946.892090
	Iteration 19Q: 3 clusters Score -3957110 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -3957130.750000 Penalty: 4946.892090
	Iteration 20F: 3 clusters Score -3957131 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -3957150.000000 Penalty: 4946.892090
	Iteration 21Q: 3 clusters Score -3957150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -3957169.500000 Penalty: 4946.892090
	Iteration 22Q: 3 clusters Score -3957170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -3957198.000000 Penalty: 4946.892090
	Iteration 23Q: 3 clusters Score -3957198 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3957210.000000 Penalty: 4946.892090
	Iteration 24Q: 3 clusters Score -3957210 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -3957213.000000 Penalty: 4946.892090
	Iteration 25Q: 3 clusters Score -3957213 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -3957234.500000 Penalty: 4946.892090
	Iteration 26Q: 3 clusters Score -3957234 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -3957253.250000 Penalty: 4946.892090
	Iteration 27Q: 3 clusters Score -3957253 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -3957258.250000 Penalty: 4946.892090
	Iteration 28Q: 3 clusters Score -3957258 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -3957288.750000 Penalty: 4946.892090
	Iteration 29Q: 3 clusters Score -3957289 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -3957306.250000 Penalty: 4946.892090
	Iteration 30Q: 3 clusters Score -3957306 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -3957321.500000 Penalty: 4946.892090
	Iteration 31Q: 3 clusters Score -3957322 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3957339.250000 Penalty: 4946.892090
	Iteration 32Q: 3 clusters Score -3957339 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3957345.750000 Penalty: 4946.892090
	Iteration 33Q: 3 clusters Score -3957346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3957360.250000 Penalty: 4946.892090
	Iteration 34Q: 3 clusters Score -3957360 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3957383.000000 Penalty: 4946.892090
	Iteration 35Q: 3 clusters Score -3957383 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3957397.500000 Penalty: 4946.892090
	Iteration 36Q: 3 clusters Score -3957398 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -3957421.500000 Penalty: 4946.892090
	Iteration 37Q: 3 clusters Score -3957422 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3957430.500000 Penalty: 4946.892090
	Iteration 38Q: 3 clusters Score -3957430 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3957466.500000 Penalty: 4946.892090
	Iteration 39Q: 3 clusters Score -3957466 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3957504.750000 Penalty: 4946.892090
	Iteration 40F: 3 clusters Score -3957505 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3957544.250000 Penalty: 4946.892090
	Iteration 41Q: 3 clusters Score -3957544 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3957582.250000 Penalty: 4946.892090
	Iteration 42Q: 3 clusters Score -3957582 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3957618.750000 Penalty: 4946.892090
	Iteration 43Q: 3 clusters Score -3957619 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -3957659.750000 Penalty: 4946.892090
	Iteration 44Q: 3 clusters Score -3957660 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3957704.750000 Penalty: 4946.892090
	Iteration 45Q: 3 clusters Score -3957705 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3957774.750000 Penalty: 4946.892090
	Iteration 46Q: 3 clusters Score -3957775 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3957809.000000 Penalty: 4946.892090
	Iteration 47Q: 3 clusters Score -3957809 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3957849.000000 Penalty: 4946.892090
	Iteration 48Q: 3 clusters Score -3957849 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -3957887.000000 Penalty: 4946.892090
	Iteration 49Q: 3 clusters Score -3957887 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3957938.250000 Penalty: 4946.892090
	Iteration 50Q: 3 clusters Score -3957938 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3957992.000000 Penalty: 4946.892090
	Iteration 51Q: 3 clusters Score -3957992 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3958044.000000 Penalty: 4946.892090
	Iteration 52Q: 3 clusters Score -3958044 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3958090.250000 Penalty: 4946.892090
	Iteration 53Q: 3 clusters Score -3958090 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3958126.500000 Penalty: 4946.892090
	Iteration 54Q: 3 clusters Score -3958126 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3958188.750000 Penalty: 4946.892090
	Iteration 55Q: 3 clusters Score -3958189 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3958259.500000 Penalty: 4946.892090
	Iteration 56Q: 3 clusters Score -3958260 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3958316.000000 Penalty: 4946.892090
	Iteration 57Q: 3 clusters Score -3958316 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3958371.500000 Penalty: 4946.892090
	Iteration 58Q: 3 clusters Score -3958372 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3958438.750000 Penalty: 4946.892090
	Iteration 59Q: 3 clusters Score -3958439 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3958515.500000 Penalty: 4946.892090
	Iteration 60F: 3 clusters Score -3958516 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3958590.750000 Penalty: 4946.892090
	Iteration 61Q: 3 clusters Score -3958591 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3958685.000000 Penalty: 4946.892090
	Iteration 62Q: 3 clusters Score -3958685 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3958760.000000 Penalty: 4946.892090
	Iteration 63Q: 3 clusters Score -3958760 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -3958837.000000 Penalty: 4946.892090
	Iteration 64Q: 3 clusters Score -3958837 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3958903.500000 Penalty: 4946.892090
	Iteration 65Q: 3 clusters Score -3958904 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3958963.500000 Penalty: 4946.892090
	Iteration 66Q: 3 clusters Score -3958964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3959009.000000 Penalty: 4946.892090
	Iteration 67Q: 3 clusters Score -3959009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3959030.000000 Penalty: 4946.892090
	Iteration 68Q: 3 clusters Score -3959030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3959067.000000 Penalty: 4946.892090
	Iteration 69Q: 3 clusters Score -3959067 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3959100.250000 Penalty: 4946.892090
	Iteration 70Q: 3 clusters Score -3959100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3959112.500000 Penalty: 4946.892090
	Iteration 71Q: 3 clusters Score -3959112 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3959126.750000 Penalty: 4946.892090
	Iteration 72Q: 3 clusters Score -3959127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3959134.500000 Penalty: 4946.892090
	Iteration 73Q: 3 clusters Score -3959134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3959157.250000 Penalty: 4946.892090
	Iteration 74Q: 3 clusters Score -3959157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3959164.000000 Penalty: 4946.892090
	Iteration 75Q: 3 clusters Score -3959164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3959174.500000 Penalty: 4946.892090
	Iteration 76Q: 3 clusters Score -3959174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3959189.250000 Penalty: 4946.892090
	Iteration 77Q: 3 clusters Score -3959189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3959194.000000 Penalty: 4946.892090
	Iteration 78Q: 3 clusters Score -3959194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3959199.750000 Penalty: 4946.892090
	Iteration 79Q: 3 clusters Score -3959200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3959201.500000 Penalty: 4946.892090
	Iteration 80F: 3 clusters Score -3959202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3959203.750000 Penalty: 4946.892090
	Iteration 81Q: 3 clusters Score -3959204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3959203.750000 Penalty: 4946.892090
	Iteration 82F: 3 clusters Score -3959204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -50569.699219 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -50569.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49237.914062 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -49237.91 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49839.597656 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -49839.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50116.496094 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -50116.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50489.816406 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -50489.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50864.960938 Penalty: 3118.777832
	Iteration 4F: 3 clusters Score -50864.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -51119.625000 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -51119.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51325.992188 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -51325.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -51425.460938 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -51425.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51432.699219 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -51432.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -51440.890625 Penalty: 3118.777832
	Iteration 9F: 3 clusters Score -51440.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -51527.144531 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -51527.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51545.839844 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -51545.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -51545.839844 Penalty: 3118.777832
	Iteration 12F: 3 clusters Score -51545.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 42821 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44145 members 
Mstep: Class 5 contains 41471 members 
Mstep: Class 6 contains 21452 members 
Mstep: Class 7 contains 382 members 
Mstep: Class 8 contains 43170 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44714 members 
Mstep: Class 12 contains 46330 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42819 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32154 members 
Mstep: Class 18 contains 46410 members 
Mstep: Class 19 contains 40215 members 
Mstep: Class 20 contains 156 members 
Mstep: Class 21 contains 45594 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43415 members 
Mstep: Class 24 contains 42071 members 
Mstep: Class 25 contains 37980 members 
Entering Unmasked Estep 
Score: -126948904.000000 Penalty: 83433.343750
Splitting cluster 7 changes total score from -126949488.000000 to -126948904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (43170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Entering Unmasked Estep 
Score: -7988384.000000 Penalty: 2646.879395
	Iteration 0F: 2 clusters Score -7988384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -7959571.500000 Penalty: 5293.758789
	Iteration 0F: 3 clusters Score -7959572 nChanged 19885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -7970526.000000 Penalty: 5293.758789
	Iteration 1F: 3 clusters Score -7970526 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -7971125.000000 Penalty: 5293.758789
	Iteration 2Q: 3 clusters Score -7971125 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -7971707.500000 Penalty: 5293.758789
	Iteration 3Q: 3 clusters Score -7971708 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -7972417.500000 Penalty: 5293.758789
	Iteration 4Q: 3 clusters Score -7972418 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -7973392.500000 Penalty: 5293.758789
	Iteration 5Q: 3 clusters Score -7973392 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -7974755.000000 Penalty: 5293.758789
	Iteration 6F: 3 clusters Score -7974755 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -7976687.000000 Penalty: 5293.758789
	Iteration 7F: 3 clusters Score -7976687 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -7978804.000000 Penalty: 5293.758789
	Iteration 8F: 3 clusters Score -7978804 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -7980840.000000 Penalty: 5293.758789
	Iteration 9F: 3 clusters Score -7980840 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -7982623.500000 Penalty: 5293.758789
	Iteration 10Q: 3 clusters Score -7982624 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -7983791.500000 Penalty: 5293.758789
	Iteration 11Q: 3 clusters Score -7983792 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -7984585.500000 Penalty: 5293.758789
	Iteration 12Q: 3 clusters Score -7984586 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -7985059.500000 Penalty: 5293.758789
	Iteration 13Q: 3 clusters Score -7985060 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -7985395.500000 Penalty: 5293.758789
	Iteration 14Q: 3 clusters Score -7985396 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -7985585.000000 Penalty: 5293.758789
	Iteration 15Q: 3 clusters Score -7985585 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7985700.000000 Penalty: 5293.758789
	Iteration 16Q: 3 clusters Score -7985700 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -7985771.000000 Penalty: 5293.758789
	Iteration 17Q: 3 clusters Score -7985771 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7985820.500000 Penalty: 5293.758789
	Iteration 18Q: 3 clusters Score -7985820 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7985874.500000 Penalty: 5293.758789
	Iteration 19Q: 3 clusters Score -7985874 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7985899.000000 Penalty: 5293.758789
	Iteration 20F: 3 clusters Score -7985899 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7985946.500000 Penalty: 5293.758789
	Iteration 21Q: 3 clusters Score -7985946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7985971.000000 Penalty: 5293.758789
	Iteration 22Q: 3 clusters Score -7985971 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7985984.500000 Penalty: 5293.758789
	Iteration 23Q: 3 clusters Score -7985984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7985989.000000 Penalty: 5293.758789
	Iteration 24Q: 3 clusters Score -7985989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7986005.000000 Penalty: 5293.758789
	Iteration 25Q: 3 clusters Score -7986005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7986002.500000 Penalty: 5293.758789
	Iteration 26Q: 3 clusters Score -7986002 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7986008.000000 Penalty: 5293.758789
	Iteration 27Q: 3 clusters Score -7986008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7986004.500000 Penalty: 5293.758789
	Iteration 28Q: 3 clusters Score -7986004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7986007.500000 Penalty: 5293.758789
	Iteration 29Q: 3 clusters Score -7986008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7986024.500000 Penalty: 5293.758789
	Iteration 30Q: 3 clusters Score -7986024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7986021.500000 Penalty: 5293.758789
	Iteration 31Q: 3 clusters Score -7986022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -7986022.500000 Penalty: 5293.758789
	Iteration 32Q: 3 clusters Score -7986022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7986023.000000 Penalty: 5293.758789
	Iteration 33Q: 3 clusters Score -7986023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7986023.500000 Penalty: 5293.758789
	Iteration 34Q: 3 clusters Score -7986024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7986024.000000 Penalty: 5293.758789
	Iteration 35Q: 3 clusters Score -7986024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7986028.500000 Penalty: 5293.758789
	Iteration 36Q: 3 clusters Score -7986028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7986035.500000 Penalty: 5293.758789
	Iteration 37Q: 3 clusters Score -7986036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7986031.000000 Penalty: 5293.758789
	Iteration 38Q: 3 clusters Score -7986031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7986028.500000 Penalty: 5293.758789
	Iteration 39Q: 3 clusters Score -7986028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7986027.500000 Penalty: 5293.758789
	Iteration 40F: 3 clusters Score -7986028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7986034.000000 Penalty: 5293.758789
	Iteration 41Q: 3 clusters Score -7986034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -7986025.500000 Penalty: 5293.758789
	Iteration 42Q: 3 clusters Score -7986026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -7986028.500000 Penalty: 5293.758789
	Iteration 43Q: 3 clusters Score -7986028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7986025.500000 Penalty: 5293.758789
	Iteration 44Q: 3 clusters Score -7986026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7986025.500000 Penalty: 5293.758789
	Iteration 45F: 3 clusters Score -7986026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Entering Unmasked Estep 
Score: -7880374.500000 Penalty: 2643.472656
	Iteration 0F: 2 clusters Score -7880374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -7851951.500000 Penalty: 5286.945312
	Iteration 0F: 3 clusters Score -7851952 nChanged 19632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -7863098.000000 Penalty: 5286.945312
	Iteration 1F: 3 clusters Score -7863098 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -7863845.000000 Penalty: 5286.945312
	Iteration 2Q: 3 clusters Score -7863845 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -7865032.000000 Penalty: 5286.945312
	Iteration 3F: 3 clusters Score -7865032 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -7866667.500000 Penalty: 5286.945312
	Iteration 4F: 3 clusters Score -7866668 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -7869029.500000 Penalty: 5286.945312
	Iteration 5F: 3 clusters Score -7869030 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -7871735.000000 Penalty: 5286.945312
	Iteration 6F: 3 clusters Score -7871735 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -7874337.500000 Penalty: 5286.945312
	Iteration 7F: 3 clusters Score -7874338 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -7876044.000000 Penalty: 5286.945312
	Iteration 8Q: 3 clusters Score -7876044 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -7876811.000000 Penalty: 5286.945312
	Iteration 9Q: 3 clusters Score -7876811 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -7877209.000000 Penalty: 5286.945312
	Iteration 10Q: 3 clusters Score -7877209 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -7877518.000000 Penalty: 5286.945312
	Iteration 11Q: 3 clusters Score -7877518 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -7877767.000000 Penalty: 5286.945312
	Iteration 12Q: 3 clusters Score -7877767 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -7877896.000000 Penalty: 5286.945312
	Iteration 13Q: 3 clusters Score -7877896 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -7878019.000000 Penalty: 5286.945312
	Iteration 14Q: 3 clusters Score -7878019 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -7878100.000000 Penalty: 5286.945312
	Iteration 15Q: 3 clusters Score -7878100 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -7878163.500000 Penalty: 5286.945312
	Iteration 16Q: 3 clusters Score -7878164 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 36366 members 
Entering Unmasked Estep 
Score: -7878204.500000 Penalty: 5286.945312
	Iteration 17Q: 3 clusters Score -7878204 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -7878253.500000 Penalty: 5286.945312
	Iteration 18Q: 3 clusters Score -7878254 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -7878309.500000 Penalty: 5286.945312
	Iteration 19Q: 3 clusters Score -7878310 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -7878342.000000 Penalty: 5286.945312
	Iteration 20F: 3 clusters Score -7878342 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -7878365.500000 Penalty: 5286.945312
	Iteration 21Q: 3 clusters Score -7878366 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -7878412.000000 Penalty: 5286.945312
	Iteration 22Q: 3 clusters Score -7878412 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -7878433.500000 Penalty: 5286.945312
	Iteration 23Q: 3 clusters Score -7878434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -7878441.000000 Penalty: 5286.945312
	Iteration 24Q: 3 clusters Score -7878441 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -7878471.000000 Penalty: 5286.945312
	Iteration 25Q: 3 clusters Score -7878471 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -7878469.500000 Penalty: 5286.945312
	Iteration 26Q: 3 clusters Score -7878470 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -7878467.500000 Penalty: 5286.945312
	Iteration 27Q: 3 clusters Score -7878468 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -7878498.500000 Penalty: 5286.945312
	Iteration 28Q: 3 clusters Score -7878498 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -7878528.500000 Penalty: 5286.945312
	Iteration 29Q: 3 clusters Score -7878528 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -7878527.500000 Penalty: 5286.945312
	Iteration 30Q: 3 clusters Score -7878528 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -7878531.000000 Penalty: 5286.945312
	Iteration 31Q: 3 clusters Score -7878531 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -7878559.500000 Penalty: 5286.945312
	Iteration 32Q: 3 clusters Score -7878560 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -7878607.000000 Penalty: 5286.945312
	Iteration 33Q: 3 clusters Score -7878607 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -7878634.500000 Penalty: 5286.945312
	Iteration 34Q: 3 clusters Score -7878634 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -7878667.500000 Penalty: 5286.945312
	Iteration 35Q: 3 clusters Score -7878668 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -7878674.500000 Penalty: 5286.945312
	Iteration 36Q: 3 clusters Score -7878674 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -7878692.500000 Penalty: 5286.945312
	Iteration 37Q: 3 clusters Score -7878692 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -7878718.500000 Penalty: 5286.945312
	Iteration 38Q: 3 clusters Score -7878718 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -7878736.500000 Penalty: 5286.945312
	Iteration 39Q: 3 clusters Score -7878736 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -7878749.500000 Penalty: 5286.945312
	Iteration 40F: 3 clusters Score -7878750 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -7878753.000000 Penalty: 5286.945312
	Iteration 41Q: 3 clusters Score -7878753 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -7878801.000000 Penalty: 5286.945312
	Iteration 42Q: 3 clusters Score -7878801 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -7878818.500000 Penalty: 5286.945312
	Iteration 43Q: 3 clusters Score -7878818 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -7878836.500000 Penalty: 5286.945312
	Iteration 44Q: 3 clusters Score -7878836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -7878855.000000 Penalty: 5286.945312
	Iteration 45Q: 3 clusters Score -7878855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -7878858.500000 Penalty: 5286.945312
	Iteration 46Q: 3 clusters Score -7878858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -7878867.000000 Penalty: 5286.945312
	Iteration 47Q: 3 clusters Score -7878867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -7878886.000000 Penalty: 5286.945312
	Iteration 48Q: 3 clusters Score -7878886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -7878887.000000 Penalty: 5286.945312
	Iteration 49Q: 3 clusters Score -7878887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -7878888.000000 Penalty: 5286.945312
	Iteration 50Q: 3 clusters Score -7878888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -7878896.500000 Penalty: 5286.945312
	Iteration 51Q: 3 clusters Score -7878896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -7878898.000000 Penalty: 5286.945312
	Iteration 52Q: 3 clusters Score -7878898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -7878898.500000 Penalty: 5286.945312
	Iteration 53Q: 3 clusters Score -7878898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -7878904.000000 Penalty: 5286.945312
	Iteration 54Q: 3 clusters Score -7878904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7878901.500000 Penalty: 5286.945312
	Iteration 55Q: 3 clusters Score -7878902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -7878923.500000 Penalty: 5286.945312
	Iteration 56Q: 3 clusters Score -7878924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -7878918.000000 Penalty: 5286.945312
	Iteration 57Q: 3 clusters Score -7878918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -7878916.000000 Penalty: 5286.945312
	Iteration 58Q: 3 clusters Score -7878916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -7878914.000000 Penalty: 5286.945312
	Iteration 59Q: 3 clusters Score -7878914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -7878911.500000 Penalty: 5286.945312
	Iteration 60F: 3 clusters Score -7878912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -7878918.000000 Penalty: 5286.945312
	Iteration 61Q: 3 clusters Score -7878918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -7878922.000000 Penalty: 5286.945312
	Iteration 62Q: 3 clusters Score -7878922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -7878922.000000 Penalty: 5286.945312
	Iteration 63Q: 3 clusters Score -7878922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -7878929.000000 Penalty: 5286.945312
	Iteration 64Q: 3 clusters Score -7878929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -7878928.500000 Penalty: 5286.945312
	Iteration 65Q: 3 clusters Score -7878928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -7878932.000000 Penalty: 5286.945312
	Iteration 66Q: 3 clusters Score -7878932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -7878941.500000 Penalty: 5286.945312
	Iteration 67Q: 3 clusters Score -7878942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -7878935.000000 Penalty: 5286.945312
	Iteration 68Q: 3 clusters Score -7878935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -7878940.000000 Penalty: 5286.945312
	Iteration 69Q: 3 clusters Score -7878940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -7878941.000000 Penalty: 5286.945312
	Iteration 70Q: 3 clusters Score -7878941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -7878939.000000 Penalty: 5286.945312
	Iteration 71Q: 3 clusters Score -7878939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -7878929.500000 Penalty: 5286.945312
	Iteration 72Q: 3 clusters Score -7878930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -7878929.500000 Penalty: 5286.945312
	Iteration 73F: 3 clusters Score -7878930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -82643.210938 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -82643.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -81210.578125 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -81210.58 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -81584.890625 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -81584.89 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -81754.234375 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -81754.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -81825.171875 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -81825.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -81997.390625 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -81997.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82084.039062 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -82084.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82144.726562 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -82144.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82160.492188 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -82160.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -82177.218750 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -82177.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82202.828125 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -82202.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82209.187500 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -82209.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -82209.187500 Penalty: 3099.029297
	Iteration 11F: 3 clusters Score -82209.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Entering Unmasked Estep 
Score: -8352590.000000 Penalty: 2655.594482
	Iteration 0F: 2 clusters Score -8352590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -8323579.500000 Penalty: 5311.188965
	Iteration 0F: 3 clusters Score -8323580 nChanged 20490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -8334564.500000 Penalty: 5311.188965
	Iteration 1F: 3 clusters Score -8334564 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -8335010.000000 Penalty: 5311.188965
	Iteration 2Q: 3 clusters Score -8335010 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -8335422.000000 Penalty: 5311.188965
	Iteration 3Q: 3 clusters Score -8335422 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -8335610.500000 Penalty: 5311.188965
	Iteration 4Q: 3 clusters Score -8335610 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -8335901.500000 Penalty: 5311.188965
	Iteration 5Q: 3 clusters Score -8335902 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -8336136.500000 Penalty: 5311.188965
	Iteration 6Q: 3 clusters Score -8336136 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8336335.500000 Penalty: 5311.188965
	Iteration 7Q: 3 clusters Score -8336336 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -8336555.500000 Penalty: 5311.188965
	Iteration 8Q: 3 clusters Score -8336556 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -8336771.500000 Penalty: 5311.188965
	Iteration 9Q: 3 clusters Score -8336772 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -8337050.000000 Penalty: 5311.188965
	Iteration 10Q: 3 clusters Score -8337050 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -8337288.000000 Penalty: 5311.188965
	Iteration 11Q: 3 clusters Score -8337288 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -8337562.000000 Penalty: 5311.188965
	Iteration 12Q: 3 clusters Score -8337562 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -8337951.000000 Penalty: 5311.188965
	Iteration 13Q: 3 clusters Score -8337951 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -8338584.500000 Penalty: 5311.188965
	Iteration 14Q: 3 clusters Score -8338584 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -8339395.500000 Penalty: 5311.188965
	Iteration 15Q: 3 clusters Score -8339396 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -8340542.000000 Penalty: 5311.188965
	Iteration 16Q: 3 clusters Score -8340542 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -8341952.000000 Penalty: 5311.188965
	Iteration 17Q: 3 clusters Score -8341952 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -8343499.500000 Penalty: 5311.188965
	Iteration 18Q: 3 clusters Score -8343500 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -8344555.000000 Penalty: 5311.188965
	Iteration 19Q: 3 clusters Score -8344555 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -8345229.500000 Penalty: 5311.188965
	Iteration 20F: 3 clusters Score -8345230 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29748 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -8345656.500000 Penalty: 5311.188965
	Iteration 21Q: 3 clusters Score -8345656 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -8345926.500000 Penalty: 5311.188965
	Iteration 22Q: 3 clusters Score -8345926 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -8346163.500000 Penalty: 5311.188965
	Iteration 23Q: 3 clusters Score -8346164 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -8346510.000000 Penalty: 5311.188965
	Iteration 24Q: 3 clusters Score -8346510 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -8346781.000000 Penalty: 5311.188965
	Iteration 25Q: 3 clusters Score -8346781 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -8347103.500000 Penalty: 5311.188965
	Iteration 26Q: 3 clusters Score -8347104 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -8347394.000000 Penalty: 5311.188965
	Iteration 27Q: 3 clusters Score -8347394 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8347668 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -8347962.500000 Penalty: 5311.188965
	Iteration 29Q: 3 clusters Score -8347962 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -8348270.000000 Penalty: 5311.188965
	Iteration 30Q: 3 clusters Score -8348270 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -8348564.500000 Penalty: 5311.188965
	Iteration 31Q: 3 clusters Score -8348564 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -8348912.000000 Penalty: 5311.188965
	Iteration 32Q: 3 clusters Score -8348912 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -8349174.000000 Penalty: 5311.188965
	Iteration 33Q: 3 clusters Score -8349174 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -8349333.000000 Penalty: 5311.188965
	Iteration 34Q: 3 clusters Score -8349333 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -8349507.000000 Penalty: 5311.188965
	Iteration 35Q: 3 clusters Score -8349507 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -8349636.500000 Penalty: 5311.188965
	Iteration 36Q: 3 clusters Score -8349636 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -8349745.500000 Penalty: 5311.188965
	Iteration 37Q: 3 clusters Score -8349746 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -8349856.500000 Penalty: 5311.188965
	Iteration 38Q: 3 clusters Score -8349856 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -8349935.500000 Penalty: 5311.188965
	Iteration 39Q: 3 clusters Score -8349936 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -8350002.500000 Penalty: 5311.188965
	Iteration 40F: 3 clusters Score -8350002 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -8350075.000000 Penalty: 5311.188965
	Iteration 41Q: 3 clusters Score -8350075 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -8350141.000000 Penalty: 5311.188965
	Iteration 42Q: 3 clusters Score -8350141 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -8350217.500000 Penalty: 5311.188965
	Iteration 43Q: 3 clusters Score -8350218 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -8350272.500000 Penalty: 5311.188965
	Iteration 44Q: 3 clusters Score -8350272 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -8350324.000000 Penalty: 5311.188965
	Iteration 45Q: 3 clusters Score -8350324 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -8350327.000000 Penalty: 5311.188965
	Iteration 46Q: 3 clusters Score -8350327 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -8350358.500000 Penalty: 5311.188965
	Iteration 47Q: 3 clusters Score -8350358 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8350401.500000 Penalty: 5311.188965
	Iteration 48Q: 3 clusters Score -8350402 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8350407.500000 Penalty: 5311.188965
	Iteration 49Q: 3 clusters Score -8350408 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8350431.500000 Penalty: 5311.188965
	Iteration 50Q: 3 clusters Score -8350432 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8350451.000000 Penalty: 5311.188965
	Iteration 51Q: 3 clusters Score -8350451 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8350451.500000 Penalty: 5311.188965
	Iteration 52Q: 3 clusters Score -8350452 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8350461.000000 Penalty: 5311.188965
	Iteration 53Q: 3 clusters Score -8350461 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8350487.000000 Penalty: 5311.188965
	Iteration 54Q: 3 clusters Score -8350487 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8350495.000000 Penalty: 5311.188965
	Iteration 55Q: 3 clusters Score -8350495 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8350497.500000 Penalty: 5311.188965
	Iteration 56Q: 3 clusters Score -8350498 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8350514.000000 Penalty: 5311.188965
	Iteration 57Q: 3 clusters Score -8350514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8350533.500000 Penalty: 5311.188965
	Iteration 58Q: 3 clusters Score -8350534 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8350524.500000 Penalty: 5311.188965
	Iteration 59Q: 3 clusters Score -8350524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8350536.000000 Penalty: 5311.188965
	Iteration 60F: 3 clusters Score -8350536 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8350535.000000 Penalty: 5311.188965
	Iteration 61Q: 3 clusters Score -8350535 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8350546.500000 Penalty: 5311.188965
	Iteration 62Q: 3 clusters Score -8350546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8350551.000000 Penalty: 5311.188965
	Iteration 63Q: 3 clusters Score -8350551 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8350565.500000 Penalty: 5311.188965
	Iteration 64Q: 3 clusters Score -8350566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8350567.500000 Penalty: 5311.188965
	Iteration 65Q: 3 clusters Score -8350568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8350577.500000 Penalty: 5311.188965
	Iteration 66Q: 3 clusters Score -8350578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8350568.000000 Penalty: 5311.188965
	Iteration 67Q: 3 clusters Score -8350568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8350550.000000 Penalty: 5311.188965
	Iteration 68Q: 3 clusters Score -8350550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8350556.000000 Penalty: 5311.188965
	Iteration 69Q: 3 clusters Score -8350556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8350559.500000 Penalty: 5311.188965
	Iteration 70Q: 3 clusters Score -8350560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8350558.500000 Penalty: 5311.188965
	Iteration 71Q: 3 clusters Score -8350558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8350559.000000 Penalty: 5311.188965
	Iteration 72Q: 3 clusters Score -8350559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8350557.000000 Penalty: 5311.188965
	Iteration 73Q: 3 clusters Score -8350557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8350560.500000 Penalty: 5311.188965
	Iteration 74Q: 3 clusters Score -8350560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8350562.000000 Penalty: 5311.188965
	Iteration 75Q: 3 clusters Score -8350562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8350565.000000 Penalty: 5311.188965
	Iteration 76Q: 3 clusters Score -8350565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8350559.000000 Penalty: 5311.188965
	Iteration 77Q: 3 clusters Score -8350559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8350569.500000 Penalty: 5311.188965
	Iteration 78Q: 3 clusters Score -8350570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8350571.500000 Penalty: 5311.188965
	Iteration 79Q: 3 clusters Score -8350572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8350575.000000 Penalty: 5311.188965
	Iteration 80F: 3 clusters Score -8350575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46330 members 
Entering Unmasked Estep 
Score: -8691684.000000 Penalty: 2664.399170
	Iteration 0F: 2 clusters Score -8691684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -8662820.000000 Penalty: 5328.798340
	Iteration 0F: 3 clusters Score -8662820 nChanged 21434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -8674690.000000 Penalty: 5328.798340
	Iteration 1F: 3 clusters Score -8674690 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -8675145.000000 Penalty: 5328.798340
	Iteration 2Q: 3 clusters Score -8675145 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -8675537.000000 Penalty: 5328.798340
	Iteration 3Q: 3 clusters Score -8675537 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -8675936.000000 Penalty: 5328.798340
	Iteration 4Q: 3 clusters Score -8675936 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -8676368.000000 Penalty: 5328.798340
	Iteration 5Q: 3 clusters Score -8676368 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -8676974.000000 Penalty: 5328.798340
	Iteration 6Q: 3 clusters Score -8676974 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -8677827.000000 Penalty: 5328.798340
	Iteration 7Q: 3 clusters Score -8677827 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -8678960.000000 Penalty: 5328.798340
	Iteration 8F: 3 clusters Score -8678960 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -8680556.000000 Penalty: 5328.798340
	Iteration 9F: 3 clusters Score -8680556 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -8682327.000000 Penalty: 5328.798340
	Iteration 10F: 3 clusters Score -8682327 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -8684182.000000 Penalty: 5328.798340
	Iteration 11F: 3 clusters Score -8684182 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -8685810.000000 Penalty: 5328.798340
	Iteration 12F: 3 clusters Score -8685810 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -8686996.000000 Penalty: 5328.798340
	Iteration 13Q: 3 clusters Score -8686996 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -8687576.000000 Penalty: 5328.798340
	Iteration 14Q: 3 clusters Score -8687576 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -8687902.000000 Penalty: 5328.798340
	Iteration 15Q: 3 clusters Score -8687902 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -8688058.000000 Penalty: 5328.798340
	Iteration 16Q: 3 clusters Score -8688058 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -8688102.000000 Penalty: 5328.798340
	Iteration 17Q: 3 clusters Score -8688102 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -8688209.000000 Penalty: 5328.798340
	Iteration 18Q: 3 clusters Score -8688209 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -8688258.000000 Penalty: 5328.798340
	Iteration 19Q: 3 clusters Score -8688258 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -8688303.000000 Penalty: 5328.798340
	Iteration 20F: 3 clusters Score -8688303 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -8688359.000000 Penalty: 5328.798340
	Iteration 21Q: 3 clusters Score -8688359 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -8688410.000000 Penalty: 5328.798340
	Iteration 22Q: 3 clusters Score -8688410 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -8688488.000000 Penalty: 5328.798340
	Iteration 23Q: 3 clusters Score -8688488 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -8688557.000000 Penalty: 5328.798340
	Iteration 24Q: 3 clusters Score -8688557 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -8688610.000000 Penalty: 5328.798340
	Iteration 25Q: 3 clusters Score -8688610 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -8688640.000000 Penalty: 5328.798340
	Iteration 26Q: 3 clusters Score -8688640 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -8688705.000000 Penalty: 5328.798340
	Iteration 27Q: 3 clusters Score -8688705 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -8688809.000000 Penalty: 5328.798340
	Iteration 28Q: 3 clusters Score -8688809 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -8688852.000000 Penalty: 5328.798340
	Iteration 29Q: 3 clusters Score -8688852 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -8688909.000000 Penalty: 5328.798340
	Iteration 30Q: 3 clusters Score -8688909 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -8688969.000000 Penalty: 5328.798340
	Iteration 31Q: 3 clusters Score -8688969 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -8689042.000000 Penalty: 5328.798340
	Iteration 32Q: 3 clusters Score -8689042 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -8689119.000000 Penalty: 5328.798340
	Iteration 33Q: 3 clusters Score -8689119 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -8689132.000000 Penalty: 5328.798340
	Iteration 34Q: 3 clusters Score -8689132 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -8689189.000000 Penalty: 5328.798340
	Iteration 35Q: 3 clusters Score -8689189 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -8689251.000000 Penalty: 5328.798340
	Iteration 36Q: 3 clusters Score -8689251 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -8689316.000000 Penalty: 5328.798340
	Iteration 37Q: 3 clusters Score -8689316 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -8689380.000000 Penalty: 5328.798340
	Iteration 38Q: 3 clusters Score -8689380 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -8689457.000000 Penalty: 5328.798340
	Iteration 39Q: 3 clusters Score -8689457 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -8689484.000000 Penalty: 5328.798340
	Iteration 40F: 3 clusters Score -8689484 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -8689531.000000 Penalty: 5328.798340
	Iteration 41Q: 3 clusters Score -8689531 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -8689621.000000 Penalty: 5328.798340
	Iteration 42Q: 3 clusters Score -8689621 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -8689743.000000 Penalty: 5328.798340
	Iteration 43Q: 3 clusters Score -8689743 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -8689838.000000 Penalty: 5328.798340
	Iteration 44Q: 3 clusters Score -8689838 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -8689925.000000 Penalty: 5328.798340
	Iteration 45Q: 3 clusters Score -8689925 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -8690069.000000 Penalty: 5328.798340
	Iteration 46Q: 3 clusters Score -8690069 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -8690089.000000 Penalty: 5328.798340
	Iteration 47Q: 3 clusters Score -8690089 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -8690129.000000 Penalty: 5328.798340
	Iteration 48Q: 3 clusters Score -8690129 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -8690062.000000 Penalty: 5328.798340
	Iteration 49Q: 3 clusters Score -8690062 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -8690067.000000 Penalty: 5328.798340
	Iteration 50Q: 3 clusters Score -8690067 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -8690038.000000 Penalty: 5328.798340
	Iteration 51Q: 3 clusters Score -8690038 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -8689969.000000 Penalty: 5328.798340
	Iteration 52Q: 3 clusters Score -8689969 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -8689938.000000 Penalty: 5328.798340
	Iteration 53Q: 3 clusters Score -8689938 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -8689901.000000 Penalty: 5328.798340
	Iteration 54Q: 3 clusters Score -8689901 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8689876.000000 Penalty: 5328.798340
	Iteration 55Q: 3 clusters Score -8689876 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -8689833.000000 Penalty: 5328.798340
	Iteration 56Q: 3 clusters Score -8689833 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -8689815.000000 Penalty: 5328.798340
	Iteration 57Q: 3 clusters Score -8689815 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -8689794.000000 Penalty: 5328.798340
	Iteration 58Q: 3 clusters Score -8689794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -8689765.000000 Penalty: 5328.798340
	Iteration 59Q: 3 clusters Score -8689765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -8689778.000000 Penalty: 5328.798340
	Iteration 60F: 3 clusters Score -8689778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -8689775.000000 Penalty: 5328.798340
	Iteration 61Q: 3 clusters Score -8689775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -8689762.000000 Penalty: 5328.798340
	Iteration 62Q: 3 clusters Score -8689762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -8689767.000000 Penalty: 5328.798340
	Iteration 63Q: 3 clusters Score -8689767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -8689750.000000 Penalty: 5328.798340
	Iteration 64Q: 3 clusters Score -8689750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -8689747.000000 Penalty: 5328.798340
	Iteration 65Q: 3 clusters Score -8689747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -8689729.000000 Penalty: 5328.798340
	Iteration 66Q: 3 clusters Score -8689729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -8689728.000000 Penalty: 5328.798340
	Iteration 67Q: 3 clusters Score -8689728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -8689732.000000 Penalty: 5328.798340
	Iteration 68Q: 3 clusters Score -8689732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -8689730.000000 Penalty: 5328.798340
	Iteration 69Q: 3 clusters Score -8689730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -8689728.000000 Penalty: 5328.798340
	Iteration 70Q: 3 clusters Score -8689728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -8689727.000000 Penalty: 5328.798340
	Iteration 71Q: 3 clusters Score -8689727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -8689731.000000 Penalty: 5328.798340
	Iteration 72Q: 3 clusters Score -8689731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -8689735.000000 Penalty: 5328.798340
	Iteration 73Q: 3 clusters Score -8689735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -8689733.000000 Penalty: 5328.798340
	Iteration 74Q: 3 clusters Score -8689733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -8689733.000000 Penalty: 5328.798340
	Iteration 75F: 3 clusters Score -8689733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Entering Unmasked Estep 
Score: -159835.875000 Penalty: 1688.641724
	Iteration 0F: 2 clusters Score -159835.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -157953.656250 Penalty: 3377.283447
	Iteration 0F: 3 clusters Score -157953.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -158222.875000 Penalty: 3377.283447
	Iteration 1F: 3 clusters Score -158222.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -158312.562500 Penalty: 3377.283447
	Iteration 2F: 3 clusters Score -158312.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -158343.031250 Penalty: 3377.283447
	Iteration 3Q: 3 clusters Score -158343 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -158360.968750 Penalty: 3377.283447
	Iteration 4Q: 3 clusters Score -158361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -158378.843750 Penalty: 3377.283447
	Iteration 5Q: 3 clusters Score -158378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158388.531250 Penalty: 3377.283447
	Iteration 6Q: 3 clusters Score -158388.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -158393.421875 Penalty: 3377.283447
	Iteration 7Q: 3 clusters Score -158393.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -158399.687500 Penalty: 3377.283447
	Iteration 8Q: 3 clusters Score -158399.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -158401.812500 Penalty: 3377.283447
	Iteration 9Q: 3 clusters Score -158401.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158404.906250 Penalty: 3377.283447
	Iteration 10Q: 3 clusters Score -158404.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -158404.906250 Penalty: 3377.283447
	Iteration 11F: 3 clusters Score -158404.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Entering Unmasked Estep 
Score: -7920358.000000 Penalty: 2644.854736
	Iteration 0F: 2 clusters Score -7920358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -7891778.500000 Penalty: 5289.709473
	Iteration 0F: 3 clusters Score -7891778 nChanged 19630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -7903045.500000 Penalty: 5289.709473
	Iteration 1F: 3 clusters Score -7903046 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -7904204.500000 Penalty: 5289.709473
	Iteration 2Q: 3 clusters Score -7904204 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -7905459.500000 Penalty: 5289.709473
	Iteration 3Q: 3 clusters Score -7905460 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -7906859.500000 Penalty: 5289.709473
	Iteration 4F: 3 clusters Score -7906860 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -7908450.000000 Penalty: 5289.709473
	Iteration 5F: 3 clusters Score -7908450 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -7910259.000000 Penalty: 5289.709473
	Iteration 6F: 3 clusters Score -7910259 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -7912248.000000 Penalty: 5289.709473
	Iteration 7F: 3 clusters Score -7912248 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -7914129.000000 Penalty: 5289.709473
	Iteration 8F: 3 clusters Score -7914129 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -7915549.500000 Penalty: 5289.709473
	Iteration 9F: 3 clusters Score -7915550 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -7916428.500000 Penalty: 5289.709473
	Iteration 10Q: 3 clusters Score -7916428 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -7916905.500000 Penalty: 5289.709473
	Iteration 11Q: 3 clusters Score -7916906 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -7917214.500000 Penalty: 5289.709473
	Iteration 12Q: 3 clusters Score -7917214 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -7917469.000000 Penalty: 5289.709473
	Iteration 13Q: 3 clusters Score -7917469 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -7917638.000000 Penalty: 5289.709473
	Iteration 14Q: 3 clusters Score -7917638 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -7917720.500000 Penalty: 5289.709473
	Iteration 15Q: 3 clusters Score -7917720 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -7917777.000000 Penalty: 5289.709473
	Iteration 16Q: 3 clusters Score -7917777 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -7917819.000000 Penalty: 5289.709473
	Iteration 17Q: 3 clusters Score -7917819 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -7917827.000000 Penalty: 5289.709473
	Iteration 18Q: 3 clusters Score -7917827 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -7917846.500000 Penalty: 5289.709473
	Iteration 19Q: 3 clusters Score -7917846 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -7917860.000000 Penalty: 5289.709473
	Iteration 20F: 3 clusters Score -7917860 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -7917882.000000 Penalty: 5289.709473
	Iteration 21Q: 3 clusters Score -7917882 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -7917887.500000 Penalty: 5289.709473
	Iteration 22Q: 3 clusters Score -7917888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -7917883.000000 Penalty: 5289.709473
	Iteration 23Q: 3 clusters Score -7917883 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -7917895.000000 Penalty: 5289.709473
	Iteration 24Q: 3 clusters Score -7917895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -7917886.500000 Penalty: 5289.709473
	Iteration 25Q: 3 clusters Score -7917886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -7917884.000000 Penalty: 5289.709473
	Iteration 26Q: 3 clusters Score -7917884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -7917889.000000 Penalty: 5289.709473
	Iteration 27Q: 3 clusters Score -7917889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -7917888.500000 Penalty: 5289.709473
	Iteration 28Q: 3 clusters Score -7917888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -7917897.000000 Penalty: 5289.709473
	Iteration 29Q: 3 clusters Score -7917897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -7917908.000000 Penalty: 5289.709473
	Iteration 30Q: 3 clusters Score -7917908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -7917889.000000 Penalty: 5289.709473
	Iteration 31Q: 3 clusters Score -7917889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -7917910.000000 Penalty: 5289.709473
	Iteration 32Q: 3 clusters Score -7917910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -7917907.500000 Penalty: 5289.709473
	Iteration 33Q: 3 clusters Score -7917908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -7917920.000000 Penalty: 5289.709473
	Iteration 34Q: 3 clusters Score -7917920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -7917916.500000 Penalty: 5289.709473
	Iteration 35Q: 3 clusters Score -7917916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -7917914.500000 Penalty: 5289.709473
	Iteration 36Q: 3 clusters Score -7917914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -7917925.500000 Penalty: 5289.709473
	Iteration 37Q: 3 clusters Score -7917926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -7917932.500000 Penalty: 5289.709473
	Iteration 38Q: 3 clusters Score -7917932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -7917929.000000 Penalty: 5289.709473
	Iteration 39Q: 3 clusters Score -7917929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -7917927.000000 Penalty: 5289.709473
	Iteration 40F: 3 clusters Score -7917927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -7917929.500000 Penalty: 5289.709473
	Iteration 41Q: 3 clusters Score -7917930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -7917930.000000 Penalty: 5289.709473
	Iteration 42Q: 3 clusters Score -7917930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -7917930.000000 Penalty: 5289.709473
	Iteration 43Q: 3 clusters Score -7917930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -7917938.500000 Penalty: 5289.709473
	Iteration 44Q: 3 clusters Score -7917938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -7917934.500000 Penalty: 5289.709473
	Iteration 45Q: 3 clusters Score -7917934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -7917932.500000 Penalty: 5289.709473
	Iteration 46Q: 3 clusters Score -7917932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -7917932.500000 Penalty: 5289.709473
	Iteration 47Q: 3 clusters Score -7917932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -7917939.000000 Penalty: 5289.709473
	Iteration 48Q: 3 clusters Score -7917939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -7917938.500000 Penalty: 5289.709473
	Iteration 49Q: 3 clusters Score -7917938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -7917939.500000 Penalty: 5289.709473
	Iteration 50Q: 3 clusters Score -7917940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -7917941.500000 Penalty: 5289.709473
	Iteration 51Q: 3 clusters Score -7917942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -7917936.500000 Penalty: 5289.709473
	Iteration 52Q: 3 clusters Score -7917936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7917930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -7917919.000000 Penalty: 5289.709473
	Iteration 54Q: 3 clusters Score -7917919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -7917921.000000 Penalty: 5289.709473
	Iteration 55Q: 3 clusters Score -7917921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -7917926.000000 Penalty: 5289.709473
	Iteration 56Q: 3 clusters Score -7917926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -7917936.000000 Penalty: 5289.709473
	Iteration 57Q: 3 clusters Score -7917936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -7917924.000000 Penalty: 5289.709473
	Iteration 58Q: 3 clusters Score -7917924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -7917914.500000 Penalty: 5289.709473
	Iteration 59Q: 3 clusters Score -7917914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -7917915.500000 Penalty: 5289.709473
	Iteration 60F: 3 clusters Score -7917916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -7917922.500000 Penalty: 5289.709473
	Iteration 61Q: 3 clusters Score -7917922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -7917932.500000 Penalty: 5289.709473
	Iteration 62Q: 3 clusters Score -7917932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -7917933.000000 Penalty: 5289.709473
	Iteration 63Q: 3 clusters Score -7917933 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -7917935.500000 Penalty: 5289.709473
	Iteration 64Q: 3 clusters Score -7917936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -7917930.500000 Penalty: 5289.709473
	Iteration 65Q: 3 clusters Score -7917930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -7917934.500000 Penalty: 5289.709473
	Iteration 66Q: 3 clusters Score -7917934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -7917958.500000 Penalty: 5289.709473
	Iteration 67Q: 3 clusters Score -7917958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -7917945.500000 Penalty: 5289.709473
	Iteration 68Q: 3 clusters Score -7917946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -7917951.500000 Penalty: 5289.709473
	Iteration 69Q: 3 clusters Score -7917952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -7917956.000000 Penalty: 5289.709473
	Iteration 70Q: 3 clusters Score -7917956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -7917960.000000 Penalty: 5289.709473
	Iteration 71Q: 3 clusters Score -7917960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -7917958.500000 Penalty: 5289.709473
	Iteration 72Q: 3 clusters Score -7917958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -7917968.500000 Penalty: 5289.709473
	Iteration 73Q: 3 clusters Score -7917968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -7917965.500000 Penalty: 5289.709473
	Iteration 74Q: 3 clusters Score -7917966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -7917971.000000 Penalty: 5289.709473
	Iteration 75Q: 3 clusters Score -7917971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -7917982.000000 Penalty: 5289.709473
	Iteration 76Q: 3 clusters Score -7917982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -7917975.000000 Penalty: 5289.709473
	Iteration 77Q: 3 clusters Score -7917975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -7917991.000000 Penalty: 5289.709473
	Iteration 78Q: 3 clusters Score -7917991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -7918009.500000 Penalty: 5289.709473
	Iteration 79Q: 3 clusters Score -7918010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -7918016.000000 Penalty: 5289.709473
	Iteration 80F: 3 clusters Score -7918016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -7918009.000000 Penalty: 5289.709473
	Iteration 81Q: 3 clusters Score -7918009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -7918011.500000 Penalty: 5289.709473
	Iteration 82Q: 3 clusters Score -7918012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -7918012.000000 Penalty: 5289.709473
	Iteration 83Q: 3 clusters Score -7918012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -7918013.500000 Penalty: 5289.709473
	Iteration 84Q: 3 clusters Score -7918014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -7918021.000000 Penalty: 5289.709473
	Iteration 85Q: 3 clusters Score -7918021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -7918018.500000 Penalty: 5289.709473
	Iteration 86Q: 3 clusters Score -7918018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -7918021.500000 Penalty: 5289.709473
	Iteration 87Q: 3 clusters Score -7918022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -7918013.500000 Penalty: 5289.709473
	Iteration 88Q: 3 clusters Score -7918014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -7918004.000000 Penalty: 5289.709473
	Iteration 89Q: 3 clusters Score -7918004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -7918006.500000 Penalty: 5289.709473
	Iteration 90Q: 3 clusters Score -7918006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -7918000.000000 Penalty: 5289.709473
	Iteration 91Q: 3 clusters Score -7918000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -7918003.000000 Penalty: 5289.709473
	Iteration 92Q: 3 clusters Score -7918003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -7918008.500000 Penalty: 5289.709473
	Iteration 93Q: 3 clusters Score -7918008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -7918003.500000 Penalty: 5289.709473
	Iteration 94Q: 3 clusters Score -7918004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -7918001.500000 Penalty: 5289.709473
	Iteration 95Q: 3 clusters Score -7918002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -7918011.500000 Penalty: 5289.709473
	Iteration 96Q: 3 clusters Score -7918012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -7918009.500000 Penalty: 5289.709473
	Iteration 97Q: 3 clusters Score -7918010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -7918012.500000 Penalty: 5289.709473
	Iteration 98Q: 3 clusters Score -7918012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -7918016.000000 Penalty: 5289.709473
	Iteration 99Q: 3 clusters Score -7918016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -7918006.000000 Penalty: 5289.709473
	Iteration 100F: 3 clusters Score -7918006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -7918019.500000 Penalty: 5289.709473
	Iteration 101Q: 3 clusters Score -7918020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -7918019.500000 Penalty: 5289.709473
	Iteration 102Q: 3 clusters Score -7918020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -7918019.000000 Penalty: 5289.709473
	Iteration 103Q: 3 clusters Score -7918019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -7918015.500000 Penalty: 5289.709473
	Iteration 104Q: 3 clusters Score -7918016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -7918015.000000 Penalty: 5289.709473
	Iteration 105Q: 3 clusters Score -7918015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -7918012.500000 Penalty: 5289.709473
	Iteration 106Q: 3 clusters Score -7918012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -7918008.500000 Penalty: 5289.709473
	Iteration 107Q: 3 clusters Score -7918008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -7918008.000000 Penalty: 5289.709473
	Iteration 108Q: 3 clusters Score -7918008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -7918007.000000 Penalty: 5289.709473
	Iteration 109Q: 3 clusters Score -7918007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -7918007.000000 Penalty: 5289.709473
	Iteration 110Q: 3 clusters Score -7918007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -7918005.500000 Penalty: 5289.709473
	Iteration 111Q: 3 clusters Score -7918006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -7918011.500000 Penalty: 5289.709473
	Iteration 112Q: 3 clusters Score -7918012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -7918015.000000 Penalty: 5289.709473
	Iteration 113Q: 3 clusters Score -7918015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -7918016.500000 Penalty: 5289.709473
	Iteration 114Q: 3 clusters Score -7918016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -7918020.000000 Penalty: 5289.709473
	Iteration 115Q: 3 clusters Score -7918020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -7918017.000000 Penalty: 5289.709473
	Iteration 116Q: 3 clusters Score -7918017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -7918017.000000 Penalty: 5289.709473
	Iteration 117F: 3 clusters Score -7918017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -119607.093750 Penalty: 1619.657593
	Iteration 0F: 2 clusters Score -119607.1 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 345 members 
Entering Unmasked Estep 
Score: -117939.171875 Penalty: 3239.315186
	Iteration 0F: 3 clusters Score -117939.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -118193.546875 Penalty: 3239.315186
	Iteration 1F: 3 clusters Score -118193.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -118285.781250 Penalty: 3239.315186
	Iteration 2F: 3 clusters Score -118285.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -118354.531250 Penalty: 3239.315186
	Iteration 3Q: 3 clusters Score -118354.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -118441.195312 Penalty: 3239.315186
	Iteration 4Q: 3 clusters Score -118441.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -118545.804688 Penalty: 3239.315186
	Iteration 5Q: 3 clusters Score -118545.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -118651.710938 Penalty: 3239.315186
	Iteration 6Q: 3 clusters Score -118651.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -118763.710938 Penalty: 3239.315186
	Iteration 7Q: 3 clusters Score -118763.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -118871.500000 Penalty: 3239.315186
	Iteration 8Q: 3 clusters Score -118871.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -118924.093750 Penalty: 3239.315186
	Iteration 9Q: 3 clusters Score -118924.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -118961.984375 Penalty: 3239.315186
	Iteration 10Q: 3 clusters Score -118962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -119014.953125 Penalty: 3239.315186
	Iteration 11Q: 3 clusters Score -119015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -119037.406250 Penalty: 3239.315186
	Iteration 12Q: 3 clusters Score -119037.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -119062.679688 Penalty: 3239.315186
	Iteration 13Q: 3 clusters Score -119062.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -119091.539062 Penalty: 3239.315186
	Iteration 14Q: 3 clusters Score -119091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -119113.804688 Penalty: 3239.315186
	Iteration 15Q: 3 clusters Score -119113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -119139.226562 Penalty: 3239.315186
	Iteration 16Q: 3 clusters Score -119139.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -119149.234375 Penalty: 3239.315186
	Iteration 17Q: 3 clusters Score -119149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -119152.781250 Penalty: 3239.315186
	Iteration 18Q: 3 clusters Score -119152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -119155.101562 Penalty: 3239.315186
	Iteration 19Q: 3 clusters Score -119155.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -119155.101562 Penalty: 3239.315186
	Iteration 20F: 3 clusters Score -119155.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -379759.781250 Penalty: 1914.564453
	Iteration 0F: 2 clusters Score -379759.8 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 1132 members 
Entering Unmasked Estep 
Score: -377061.437500 Penalty: 3829.128906
	Iteration 0F: 3 clusters Score -377061.4 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -378094.437500 Penalty: 3829.128906
	Iteration 1F: 3 clusters Score -378094.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -378700.875000 Penalty: 3829.128906
	Iteration 2F: 3 clusters Score -378700.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -379080.500000 Penalty: 3829.128906
	Iteration 3F: 3 clusters Score -379080.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -379292.750000 Penalty: 3829.128906
	Iteration 4F: 3 clusters Score -379292.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -379412.281250 Penalty: 3829.128906
	Iteration 5Q: 3 clusters Score -379412.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -379490.656250 Penalty: 3829.128906
	Iteration 6Q: 3 clusters Score -379490.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -379537.468750 Penalty: 3829.128906
	Iteration 7Q: 3 clusters Score -379537.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -379570.187500 Penalty: 3829.128906
	Iteration 8Q: 3 clusters Score -379570.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -379600.750000 Penalty: 3829.128906
	Iteration 9Q: 3 clusters Score -379600.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -379643.156250 Penalty: 3829.128906
	Iteration 10Q: 3 clusters Score -379643.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -379668.812500 Penalty: 3829.128906
	Iteration 11Q: 3 clusters Score -379668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -379688.031250 Penalty: 3829.128906
	Iteration 12Q: 3 clusters Score -379688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -379702.968750 Penalty: 3829.128906
	Iteration 13Q: 3 clusters Score -379703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -379711.187500 Penalty: 3829.128906
	Iteration 14Q: 3 clusters Score -379711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -379719.468750 Penalty: 3829.128906
	Iteration 15Q: 3 clusters Score -379719.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -379729.187500 Penalty: 3829.128906
	Iteration 16Q: 3 clusters Score -379729.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -379738.562500 Penalty: 3829.128906
	Iteration 17Q: 3 clusters Score -379738.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -379746.125000 Penalty: 3829.128906
	Iteration 18Q: 3 clusters Score -379746.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -379754.312500 Penalty: 3829.128906
	Iteration 19Q: 3 clusters Score -379754.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -379766.562500 Penalty: 3829.128906
	Iteration 20F: 3 clusters Score -379766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -379771.906250 Penalty: 3829.128906
	Iteration 21Q: 3 clusters Score -379771.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -379773.531250 Penalty: 3829.128906
	Iteration 22Q: 3 clusters Score -379773.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -379773.531250 Penalty: 3829.128906
	Iteration 23F: 3 clusters Score -379773.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 42821 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44145 members 
Mstep: Class 5 contains 41471 members 
Mstep: Class 6 contains 21452 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43170 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44714 members 
Mstep: Class 12 contains 46330 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42819 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 32154 members 
Mstep: Class 18 contains 46410 members 
Mstep: Class 19 contains 40215 members 
Mstep: Class 20 contains 407 members 
Mstep: Class 21 contains 45594 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43415 members 
Mstep: Class 24 contains 42071 members 
Mstep: Class 25 contains 37980 members 
Entering Unmasked Estep 
Score: -126948152.000000 Penalty: 83433.343750
Splitting cluster 16 changes total score from -126949488.000000 to -126948152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (32154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Entering Unmasked Estep 
Score: -5765072.000000 Penalty: 2573.816406
	Iteration 0F: 2 clusters Score -5765072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -5743085.000000 Penalty: 5147.632812
	Iteration 0F: 3 clusters Score -5743085 nChanged 14471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -5750959.000000 Penalty: 5147.632812
	Iteration 1F: 3 clusters Score -5750959 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -5751406.000000 Penalty: 5147.632812
	Iteration 2Q: 3 clusters Score -5751406 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -5751817.000000 Penalty: 5147.632812
	Iteration 3Q: 3 clusters Score -5751817 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -5752305.000000 Penalty: 5147.632812
	Iteration 4Q: 3 clusters Score -5752305 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -5752837.500000 Penalty: 5147.632812
	Iteration 5Q: 3 clusters Score -5752838 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -5753446.000000 Penalty: 5147.632812
	Iteration 6Q: 3 clusters Score -5753446 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -5754114.000000 Penalty: 5147.632812
	Iteration 7Q: 3 clusters Score -5754114 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -5754856.500000 Penalty: 5147.632812
	Iteration 8Q: 3 clusters Score -5754856 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5755822.000000 Penalty: 5147.632812
	Iteration 9Q: 3 clusters Score -5755822 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -5756944.000000 Penalty: 5147.632812
	Iteration 10F: 3 clusters Score -5756944 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -5758340.500000 Penalty: 5147.632812
	Iteration 11F: 3 clusters Score -5758340 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -5759798.500000 Penalty: 5147.632812
	Iteration 12F: 3 clusters Score -5759798 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -5760998.000000 Penalty: 5147.632812
	Iteration 13Q: 3 clusters Score -5760998 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -5761852.000000 Penalty: 5147.632812
	Iteration 14Q: 3 clusters Score -5761852 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -5762295.500000 Penalty: 5147.632812
	Iteration 15Q: 3 clusters Score -5762296 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -5762501.500000 Penalty: 5147.632812
	Iteration 16Q: 3 clusters Score -5762502 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -5762634.500000 Penalty: 5147.632812
	Iteration 17Q: 3 clusters Score -5762634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -5762688.500000 Penalty: 5147.632812
	Iteration 18Q: 3 clusters Score -5762688 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -5762745.000000 Penalty: 5147.632812
	Iteration 19Q: 3 clusters Score -5762745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -5762767.500000 Penalty: 5147.632812
	Iteration 20F: 3 clusters Score -5762768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -5762798.000000 Penalty: 5147.632812
	Iteration 21Q: 3 clusters Score -5762798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -5762815.000000 Penalty: 5147.632812
	Iteration 22Q: 3 clusters Score -5762815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -5762833.500000 Penalty: 5147.632812
	Iteration 23Q: 3 clusters Score -5762834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -5762852.500000 Penalty: 5147.632812
	Iteration 24Q: 3 clusters Score -5762852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -5762866.500000 Penalty: 5147.632812
	Iteration 25Q: 3 clusters Score -5762866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -5762877.500000 Penalty: 5147.632812
	Iteration 26Q: 3 clusters Score -5762878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -5762875.000000 Penalty: 5147.632812
	Iteration 27Q: 3 clusters Score -5762875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -5762878.500000 Penalty: 5147.632812
	Iteration 28Q: 3 clusters Score -5762878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -5762878.500000 Penalty: 5147.632812
	Iteration 29F: 3 clusters Score -5762878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Entering Unmasked Estep 
Score: -8628858.000000 Penalty: 2664.826904
	Iteration 0F: 2 clusters Score -8628858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -8599206.000000 Penalty: 5329.653809
	Iteration 0F: 3 clusters Score -8599206 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -8610643.000000 Penalty: 5329.653809
	Iteration 1F: 3 clusters Score -8610643 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -8611133.000000 Penalty: 5329.653809
	Iteration 2Q: 3 clusters Score -8611133 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -8611616.000000 Penalty: 5329.653809
	Iteration 3Q: 3 clusters Score -8611616 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -8612012.000000 Penalty: 5329.653809
	Iteration 4Q: 3 clusters Score -8612012 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -8612540.000000 Penalty: 5329.653809
	Iteration 5Q: 3 clusters Score -8612540 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -8613168.000000 Penalty: 5329.653809
	Iteration 6Q: 3 clusters Score -8613168 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -8613996.000000 Penalty: 5329.653809
	Iteration 7Q: 3 clusters Score -8613996 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -8615341.000000 Penalty: 5329.653809
	Iteration 8F: 3 clusters Score -8615341 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -8617191.000000 Penalty: 5329.653809
	Iteration 9F: 3 clusters Score -8617191 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -8619543.000000 Penalty: 5329.653809
	Iteration 10F: 3 clusters Score -8619543 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -8621711.000000 Penalty: 5329.653809
	Iteration 11F: 3 clusters Score -8621711 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -8623363.000000 Penalty: 5329.653809
	Iteration 12Q: 3 clusters Score -8623363 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -8624584.000000 Penalty: 5329.653809
	Iteration 13Q: 3 clusters Score -8624584 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -8625264.000000 Penalty: 5329.653809
	Iteration 14Q: 3 clusters Score -8625264 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8625706.000000 Penalty: 5329.653809
	Iteration 15Q: 3 clusters Score -8625706 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8625983.000000 Penalty: 5329.653809
	Iteration 16Q: 3 clusters Score -8625983 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8626222.000000 Penalty: 5329.653809
	Iteration 17Q: 3 clusters Score -8626222 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8626391.000000 Penalty: 5329.653809
	Iteration 18Q: 3 clusters Score -8626391 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8626454.000000 Penalty: 5329.653809
	Iteration 19Q: 3 clusters Score -8626454 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8626489.000000 Penalty: 5329.653809
	Iteration 20F: 3 clusters Score -8626489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8626545.000000 Penalty: 5329.653809
	Iteration 21Q: 3 clusters Score -8626545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8626571.000000 Penalty: 5329.653809
	Iteration 22Q: 3 clusters Score -8626571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8626596.000000 Penalty: 5329.653809
	Iteration 23Q: 3 clusters Score -8626596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8626604.000000 Penalty: 5329.653809
	Iteration 24Q: 3 clusters Score -8626604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8626608.000000 Penalty: 5329.653809
	Iteration 25Q: 3 clusters Score -8626608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8626620.000000 Penalty: 5329.653809
	Iteration 26Q: 3 clusters Score -8626620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8626621.000000 Penalty: 5329.653809
	Iteration 27Q: 3 clusters Score -8626621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8626619.000000 Penalty: 5329.653809
	Iteration 28Q: 3 clusters Score -8626619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8626617.000000 Penalty: 5329.653809
	Iteration 29Q: 3 clusters Score -8626617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8626623.000000 Penalty: 5329.653809
	Iteration 30Q: 3 clusters Score -8626623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8626621.000000 Penalty: 5329.653809
	Iteration 31Q: 3 clusters Score -8626621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8626625.000000 Penalty: 5329.653809
	Iteration 32Q: 3 clusters Score -8626625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8626634.000000 Penalty: 5329.653809
	Iteration 33Q: 3 clusters Score -8626634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8626635.000000 Penalty: 5329.653809
	Iteration 34Q: 3 clusters Score -8626635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8626639.000000 Penalty: 5329.653809
	Iteration 35Q: 3 clusters Score -8626639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8626638.000000 Penalty: 5329.653809
	Iteration 36Q: 3 clusters Score -8626638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8626642.000000 Penalty: 5329.653809
	Iteration 37Q: 3 clusters Score -8626642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8626642.000000 Penalty: 5329.653809
	Iteration 38Q: 3 clusters Score -8626642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8626644.000000 Penalty: 5329.653809
	Iteration 39Q: 3 clusters Score -8626644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8626646.000000 Penalty: 5329.653809
	Iteration 40F: 3 clusters Score -8626646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Entering Unmasked Estep 
Score: -7366611.500000 Penalty: 2629.294922
	Iteration 0F: 2 clusters Score -7366612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -7339326.500000 Penalty: 5258.589844
	Iteration 0F: 3 clusters Score -7339326 nChanged 18468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -7349326.000000 Penalty: 5258.589844
	Iteration 1F: 3 clusters Score -7349326 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -7349972.500000 Penalty: 5258.589844
	Iteration 2Q: 3 clusters Score -7349972 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -7350575.500000 Penalty: 5258.589844
	Iteration 3Q: 3 clusters Score -7350576 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -7351493.000000 Penalty: 5258.589844
	Iteration 4Q: 3 clusters Score -7351493 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -7352838.500000 Penalty: 5258.589844
	Iteration 5F: 3 clusters Score -7352838 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -7354790.000000 Penalty: 5258.589844
	Iteration 6F: 3 clusters Score -7354790 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -7357325.000000 Penalty: 5258.589844
	Iteration 7F: 3 clusters Score -7357325 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -7359895.500000 Penalty: 5258.589844
	Iteration 8F: 3 clusters Score -7359896 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -7361901.000000 Penalty: 5258.589844
	Iteration 9F: 3 clusters Score -7361901 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -7363098.000000 Penalty: 5258.589844
	Iteration 10Q: 3 clusters Score -7363098 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -7363683.000000 Penalty: 5258.589844
	Iteration 11Q: 3 clusters Score -7363683 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -7363945.500000 Penalty: 5258.589844
	Iteration 12Q: 3 clusters Score -7363946 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -7364101.500000 Penalty: 5258.589844
	Iteration 13Q: 3 clusters Score -7364102 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -7364169.000000 Penalty: 5258.589844
	Iteration 14Q: 3 clusters Score -7364169 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -7364217.000000 Penalty: 5258.589844
	Iteration 15Q: 3 clusters Score -7364217 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -7364244.500000 Penalty: 5258.589844
	Iteration 16Q: 3 clusters Score -7364244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -7364265.500000 Penalty: 5258.589844
	Iteration 17Q: 3 clusters Score -7364266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -7364286.000000 Penalty: 5258.589844
	Iteration 18Q: 3 clusters Score -7364286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -7364291.500000 Penalty: 5258.589844
	Iteration 19Q: 3 clusters Score -7364292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -7364300.500000 Penalty: 5258.589844
	Iteration 20F: 3 clusters Score -7364300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -7364315.000000 Penalty: 5258.589844
	Iteration 21Q: 3 clusters Score -7364315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -7364327.500000 Penalty: 5258.589844
	Iteration 22Q: 3 clusters Score -7364328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -7364336.000000 Penalty: 5258.589844
	Iteration 23Q: 3 clusters Score -7364336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -7364338.500000 Penalty: 5258.589844
	Iteration 24Q: 3 clusters Score -7364338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -7364343.500000 Penalty: 5258.589844
	Iteration 25Q: 3 clusters Score -7364344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -7364344.000000 Penalty: 5258.589844
	Iteration 26Q: 3 clusters Score -7364344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -7364351.000000 Penalty: 5258.589844
	Iteration 27Q: 3 clusters Score -7364351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -7364343.500000 Penalty: 5258.589844
	Iteration 28Q: 3 clusters Score -7364344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -7364350.000000 Penalty: 5258.589844
	Iteration 29Q: 3 clusters Score -7364350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -7364350.000000 Penalty: 5258.589844
	Iteration 30Q: 3 clusters Score -7364350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -7364359.000000 Penalty: 5258.589844
	Iteration 31Q: 3 clusters Score -7364359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -7364359.000000 Penalty: 5258.589844
	Iteration 32F: 3 clusters Score -7364359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Entering Unmasked Estep 
Score: -8499951.000000 Penalty: 2660.427734
	Iteration 0F: 2 clusters Score -8499951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -8470631.000000 Penalty: 5320.855469
	Iteration 0F: 3 clusters Score -8470631 nChanged 21018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -8481828.000000 Penalty: 5320.855469
	Iteration 1F: 3 clusters Score -8481828 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -8482306.000000 Penalty: 5320.855469
	Iteration 2Q: 3 clusters Score -8482306 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -8482820.000000 Penalty: 5320.855469
	Iteration 3Q: 3 clusters Score -8482820 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -8483476.000000 Penalty: 5320.855469
	Iteration 4Q: 3 clusters Score -8483476 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -8484399.000000 Penalty: 5320.855469
	Iteration 5Q: 3 clusters Score -8484399 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -8485754.000000 Penalty: 5320.855469
	Iteration 6F: 3 clusters Score -8485754 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -8487852.000000 Penalty: 5320.855469
	Iteration 7F: 3 clusters Score -8487852 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -8490670.000000 Penalty: 5320.855469
	Iteration 8F: 3 clusters Score -8490670 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -8493741.000000 Penalty: 5320.855469
	Iteration 9F: 3 clusters Score -8493741 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -8496048.000000 Penalty: 5320.855469
	Iteration 10F: 3 clusters Score -8496048 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -8497041.000000 Penalty: 5320.855469
	Iteration 11Q: 3 clusters Score -8497041 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -8497376.000000 Penalty: 5320.855469
	Iteration 12Q: 3 clusters Score -8497376 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -8497533.000000 Penalty: 5320.855469
	Iteration 13Q: 3 clusters Score -8497533 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -8497620.000000 Penalty: 5320.855469
	Iteration 14Q: 3 clusters Score -8497620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -8497662.000000 Penalty: 5320.855469
	Iteration 15Q: 3 clusters Score -8497662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8497684.000000 Penalty: 5320.855469
	Iteration 16Q: 3 clusters Score -8497684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -8497711.000000 Penalty: 5320.855469
	Iteration 17Q: 3 clusters Score -8497711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -8497714.000000 Penalty: 5320.855469
	Iteration 18Q: 3 clusters Score -8497714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -8497724.000000 Penalty: 5320.855469
	Iteration 19Q: 3 clusters Score -8497724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -8497731.000000 Penalty: 5320.855469
	Iteration 20F: 3 clusters Score -8497731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -8497733.000000 Penalty: 5320.855469
	Iteration 21Q: 3 clusters Score -8497733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8497734.000000 Penalty: 5320.855469
	Iteration 22Q: 3 clusters Score -8497734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -8497738.000000 Penalty: 5320.855469
	Iteration 23Q: 3 clusters Score -8497738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -8497738.000000 Penalty: 5320.855469
	Iteration 24F: 3 clusters Score -8497738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -119777.289062 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -119777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -118012.718750 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -118012.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -118335.906250 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -118335.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118511.921875 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -118511.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118677.843750 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -118677.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -118810.960938 Penalty: 3306.810547
	Iteration 4F: 3 clusters Score -118811 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -118872.843750 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -118872.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118928.828125 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -118928.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118977.351562 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -118977.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -119040.257812 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -119040.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -119063.093750 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -119063.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -119085.218750 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -119085.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -119096.226562 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -119096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -119101.703125 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -119101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -119105.718750 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -119105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -119105.718750 Penalty: 3306.810547
	Iteration 14F: 3 clusters Score -119105.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Entering Unmasked Estep 
Score: -8050100.000000 Penalty: 2648.282959
	Iteration 0F: 2 clusters Score -8050100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -8021297.000000 Penalty: 5296.565918
	Iteration 0F: 3 clusters Score -8021297 nChanged 19829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -8032289.000000 Penalty: 5296.565918
	Iteration 1F: 3 clusters Score -8032289 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -8032828.500000 Penalty: 5296.565918
	Iteration 2Q: 3 clusters Score -8032828 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -8033420.000000 Penalty: 5296.565918
	Iteration 3Q: 3 clusters Score -8033420 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -8034094.500000 Penalty: 5296.565918
	Iteration 4Q: 3 clusters Score -8034094 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -8034885.500000 Penalty: 5296.565918
	Iteration 5Q: 3 clusters Score -8034886 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -8035982.000000 Penalty: 5296.565918
	Iteration 6Q: 3 clusters Score -8035982 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -8037632.000000 Penalty: 5296.565918
	Iteration 7F: 3 clusters Score -8037632 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -8039730.000000 Penalty: 5296.565918
	Iteration 8F: 3 clusters Score -8039730 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -8041484.500000 Penalty: 5296.565918
	Iteration 9F: 3 clusters Score -8041484 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -8042470.500000 Penalty: 5296.565918
	Iteration 10Q: 3 clusters Score -8042470 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -8042949.000000 Penalty: 5296.565918
	Iteration 11Q: 3 clusters Score -8042949 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -8043252.000000 Penalty: 5296.565918
	Iteration 12Q: 3 clusters Score -8043252 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -8043546.000000 Penalty: 5296.565918
	Iteration 13Q: 3 clusters Score -8043546 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -8043785.000000 Penalty: 5296.565918
	Iteration 14Q: 3 clusters Score -8043785 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -8044004.000000 Penalty: 5296.565918
	Iteration 15Q: 3 clusters Score -8044004 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -8044167.500000 Penalty: 5296.565918
	Iteration 16Q: 3 clusters Score -8044168 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -8044310.000000 Penalty: 5296.565918
	Iteration 17Q: 3 clusters Score -8044310 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -8044418.000000 Penalty: 5296.565918
	Iteration 18Q: 3 clusters Score -8044418 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -8044515.000000 Penalty: 5296.565918
	Iteration 19Q: 3 clusters Score -8044515 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -8044561.500000 Penalty: 5296.565918
	Iteration 20F: 3 clusters Score -8044562 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -8044617.000000 Penalty: 5296.565918
	Iteration 21Q: 3 clusters Score -8044617 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -8044684.000000 Penalty: 5296.565918
	Iteration 22Q: 3 clusters Score -8044684 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -8044783.500000 Penalty: 5296.565918
	Iteration 23Q: 3 clusters Score -8044784 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -8044771.000000 Penalty: 5296.565918
	Iteration 24Q: 3 clusters Score -8044771 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -8044781.000000 Penalty: 5296.565918
	Iteration 25Q: 3 clusters Score -8044781 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -8044849.500000 Penalty: 5296.565918
	Iteration 26Q: 3 clusters Score -8044850 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -8044878.000000 Penalty: 5296.565918
	Iteration 27Q: 3 clusters Score -8044878 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -8044876.500000 Penalty: 5296.565918
	Iteration 28Q: 3 clusters Score -8044876 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -8044888.500000 Penalty: 5296.565918
	Iteration 29Q: 3 clusters Score -8044888 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -8044887.500000 Penalty: 5296.565918
	Iteration 30Q: 3 clusters Score -8044888 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -8044909.500000 Penalty: 5296.565918
	Iteration 31Q: 3 clusters Score -8044910 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -8044936.000000 Penalty: 5296.565918
	Iteration 32Q: 3 clusters Score -8044936 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -8044944.000000 Penalty: 5296.565918
	Iteration 33Q: 3 clusters Score -8044944 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -8044924.500000 Penalty: 5296.565918
	Iteration 34Q: 3 clusters Score -8044924 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -8044945.500000 Penalty: 5296.565918
	Iteration 35Q: 3 clusters Score -8044946 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -8044936.000000 Penalty: 5296.565918
	Iteration 36Q: 3 clusters Score -8044936 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -8044957.000000 Penalty: 5296.565918
	Iteration 37Q: 3 clusters Score -8044957 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -8044959.500000 Penalty: 5296.565918
	Iteration 38Q: 3 clusters Score -8044960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -8044940.000000 Penalty: 5296.565918
	Iteration 39Q: 3 clusters Score -8044940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -8044956.500000 Penalty: 5296.565918
	Iteration 40F: 3 clusters Score -8044956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -8044974.500000 Penalty: 5296.565918
	Iteration 41Q: 3 clusters Score -8044974 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -8044978.500000 Penalty: 5296.565918
	Iteration 42Q: 3 clusters Score -8044978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -8044977.000000 Penalty: 5296.565918
	Iteration 43Q: 3 clusters Score -8044977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -8044989.500000 Penalty: 5296.565918
	Iteration 44Q: 3 clusters Score -8044990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -8044983.500000 Penalty: 5296.565918
	Iteration 45Q: 3 clusters Score -8044984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -8044991.500000 Penalty: 5296.565918
	Iteration 46Q: 3 clusters Score -8044992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -8044992.000000 Penalty: 5296.565918
	Iteration 47Q: 3 clusters Score -8044992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -8044988.500000 Penalty: 5296.565918
	Iteration 48Q: 3 clusters Score -8044988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -8044985.000000 Penalty: 5296.565918
	Iteration 49Q: 3 clusters Score -8044985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -8044985.000000 Penalty: 5296.565918
	Iteration 50Q: 3 clusters Score -8044985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -8044992.000000 Penalty: 5296.565918
	Iteration 51Q: 3 clusters Score -8044992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -8044982.000000 Penalty: 5296.565918
	Iteration 52Q: 3 clusters Score -8044982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -8044988.500000 Penalty: 5296.565918
	Iteration 53Q: 3 clusters Score -8044988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -8044987.000000 Penalty: 5296.565918
	Iteration 54Q: 3 clusters Score -8044987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -8044991.000000 Penalty: 5296.565918
	Iteration 55Q: 3 clusters Score -8044991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -8044990.500000 Penalty: 5296.565918
	Iteration 56Q: 3 clusters Score -8044990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -8044996.000000 Penalty: 5296.565918
	Iteration 57Q: 3 clusters Score -8044996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -8044996.500000 Penalty: 5296.565918
	Iteration 58Q: 3 clusters Score -8044996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -8044998.000000 Penalty: 5296.565918
	Iteration 59Q: 3 clusters Score -8044998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -8044998.000000 Penalty: 5296.565918
	Iteration 60F: 3 clusters Score -8044998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Entering Unmasked Estep 
Score: -7782017.500000 Penalty: 2640.484131
	Iteration 0F: 2 clusters Score -7782018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -7753762.500000 Penalty: 5280.968262
	Iteration 0F: 3 clusters Score -7753762 nChanged 19197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -7764505.500000 Penalty: 5280.968262
	Iteration 1F: 3 clusters Score -7764506 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -7765286.500000 Penalty: 5280.968262
	Iteration 2Q: 3 clusters Score -7765286 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -7766255.000000 Penalty: 5280.968262
	Iteration 3Q: 3 clusters Score -7766255 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -7767590.500000 Penalty: 5280.968262
	Iteration 4F: 3 clusters Score -7767590 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -7769447.500000 Penalty: 5280.968262
	Iteration 5F: 3 clusters Score -7769448 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -7771813.000000 Penalty: 5280.968262
	Iteration 6F: 3 clusters Score -7771813 nChanged 3211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -7774785.500000 Penalty: 5280.968262
	Iteration 7F: 3 clusters Score -7774786 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7777651 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -7779263.000000 Penalty: 5280.968262
	Iteration 9Q: 3 clusters Score -7779263 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7779764 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7779967 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -7780025.000000 Penalty: 5280.968262
	Iteration 12Q: 3 clusters Score -7780025 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -7780081.000000 Penalty: 5280.968262
	Iteration 13Q: 3 clusters Score -7780081 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -7780141.500000 Penalty: 5280.968262
	Iteration 14Q: 3 clusters Score -7780142 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7780174 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -7780208.000000 Penalty: 5280.968262
	Iteration 16Q: 3 clusters Score -7780208 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -7780235.500000 Penalty: 5280.968262
	Iteration 17Q: 3 clusters Score -7780236 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -7780235.000000 Penalty: 5280.968262
	Iteration 18Q: 3 clusters Score -7780235 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -7780240.500000 Penalty: 5280.968262
	Iteration 19Q: 3 clusters Score -7780240 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -7780279.500000 Penalty: 5280.968262
	Iteration 20F: 3 clusters Score -7780280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -7780326.000000 Penalty: 5280.968262
	Iteration 21Q: 3 clusters Score -7780326 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -7780304.000000 Penalty: 5280.968262
	Iteration 22Q: 3 clusters Score -7780304 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -7780321.000000 Penalty: 5280.968262
	Iteration 23Q: 3 clusters Score -7780321 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -7780323.500000 Penalty: 5280.968262
	Iteration 24Q: 3 clusters Score -7780324 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -7780365.000000 Penalty: 5280.968262
	Iteration 25Q: 3 clusters Score -7780365 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -7780392.000000 Penalty: 5280.968262
	Iteration 26Q: 3 clusters Score -7780392 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -7780385.500000 Penalty: 5280.968262
	Iteration 27Q: 3 clusters Score -7780386 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -7780391.000000 Penalty: 5280.968262
	Iteration 28Q: 3 clusters Score -7780391 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -7780414.500000 Penalty: 5280.968262
	Iteration 29Q: 3 clusters Score -7780414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -7780424.000000 Penalty: 5280.968262
	Iteration 30Q: 3 clusters Score -7780424 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -7780456.500000 Penalty: 5280.968262
	Iteration 31Q: 3 clusters Score -7780456 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -7780465.500000 Penalty: 5280.968262
	Iteration 32Q: 3 clusters Score -7780466 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -7780458.500000 Penalty: 5280.968262
	Iteration 33Q: 3 clusters Score -7780458 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -7780462.500000 Penalty: 5280.968262
	Iteration 34Q: 3 clusters Score -7780462 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -7780475.000000 Penalty: 5280.968262
	Iteration 35Q: 3 clusters Score -7780475 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -7780482.500000 Penalty: 5280.968262
	Iteration 36Q: 3 clusters Score -7780482 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -7780490.500000 Penalty: 5280.968262
	Iteration 37Q: 3 clusters Score -7780490 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -7780506.000000 Penalty: 5280.968262
	Iteration 38Q: 3 clusters Score -7780506 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -7780515.500000 Penalty: 5280.968262
	Iteration 39Q: 3 clusters Score -7780516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -7780511.000000 Penalty: 5280.968262
	Iteration 40F: 3 clusters Score -7780511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -7780509.500000 Penalty: 5280.968262
	Iteration 41Q: 3 clusters Score -7780510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -7780519.500000 Penalty: 5280.968262
	Iteration 42Q: 3 clusters Score -7780520 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7780520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -7780536.500000 Penalty: 5280.968262
	Iteration 44Q: 3 clusters Score -7780536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7780521.500000 Penalty: 5280.968262
	Iteration 45Q: 3 clusters Score -7780522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -7780534.000000 Penalty: 5280.968262
	Iteration 46Q: 3 clusters Score -7780534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -7780544.500000 Penalty: 5280.968262
	Iteration 47Q: 3 clusters Score -7780544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -7780545.500000 Penalty: 5280.968262
	Iteration 48Q: 3 clusters Score -7780546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7780536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -7780530.500000 Penalty: 5280.968262
	Iteration 50Q: 3 clusters Score -7780530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -7780557.000000 Penalty: 5280.968262
	Iteration 51Q: 3 clusters Score -7780557 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -7780552.500000 Penalty: 5280.968262
	Iteration 52Q: 3 clusters Score -7780552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -7780576.000000 Penalty: 5280.968262
	Iteration 53Q: 3 clusters Score -7780576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
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Entering Unmasked Estep 
Score: -7780582.500000 Penalty: 5280.968262
	Iteration 54Q: 3 clusters Score -7780582 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -7780583.000000 Penalty: 5280.968262
	Iteration 55Q: 3 clusters Score -7780583 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38490 members 
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Entering Unmasked Estep 
Score: -7780560.500000 Penalty: 5280.968262
	Iteration 56Q: 3 clusters Score -7780560 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7780566.000000 Penalty: 5280.968262
	Iteration 57Q: 3 clusters Score -7780566 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38550 members 
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Entering Unmasked Estep 
Score: -7780551.500000 Penalty: 5280.968262
	Iteration 58Q: 3 clusters Score -7780552 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -7780553.500000 Penalty: 5280.968262
	Iteration 59Q: 3 clusters Score -7780554 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -7780554.000000 Penalty: 5280.968262
	Iteration 60F: 3 clusters Score -7780554 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7780546.500000 Penalty: 5280.968262
	Iteration 61Q: 3 clusters Score -7780546 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7780546 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7780550.000000 Penalty: 5280.968262
	Iteration 63Q: 3 clusters Score -7780550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7780555.500000 Penalty: 5280.968262
	Iteration 64Q: 3 clusters Score -7780556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -7780561.500000 Penalty: 5280.968262
	Iteration 65Q: 3 clusters Score -7780562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -7780569.000000 Penalty: 5280.968262
	Iteration 66Q: 3 clusters Score -7780569 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -7780565.000000 Penalty: 5280.968262
	Iteration 67Q: 3 clusters Score -7780565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -7780568.500000 Penalty: 5280.968262
	Iteration 68Q: 3 clusters Score -7780568 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -7780558.000000 Penalty: 5280.968262
	Iteration 69Q: 3 clusters Score -7780558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -7780559.500000 Penalty: 5280.968262
	Iteration 70Q: 3 clusters Score -7780560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7780569.500000 Penalty: 5280.968262
	Iteration 71Q: 3 clusters Score -7780570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -7780567.000000 Penalty: 5280.968262
	Iteration 72Q: 3 clusters Score -7780567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7780570 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -7780573.500000 Penalty: 5280.968262
	Iteration 74Q: 3 clusters Score -7780574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7780555.500000 Penalty: 5280.968262
	Iteration 75Q: 3 clusters Score -7780556 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -7780573.000000 Penalty: 5280.968262
	Iteration 76Q: 3 clusters Score -7780573 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7780590.000000 Penalty: 5280.968262
	Iteration 77Q: 3 clusters Score -7780590 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7780582.000000 Penalty: 5280.968262
	Iteration 78Q: 3 clusters Score -7780582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -7780587.500000 Penalty: 5280.968262
	Iteration 79Q: 3 clusters Score -7780588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -7780592.500000 Penalty: 5280.968262
	Iteration 80F: 3 clusters Score -7780592 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39131 members 
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Entering Unmasked Estep 
Score: -7780595.500000 Penalty: 5280.968262
	Iteration 81Q: 3 clusters Score -7780596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7780604.000000 Penalty: 5280.968262
	Iteration 82Q: 3 clusters Score -7780604 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7780604 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39226 members 
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Entering Unmasked Estep 
Score: -7780612.500000 Penalty: 5280.968262
	Iteration 84Q: 3 clusters Score -7780612 nChanged 25
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Mstep: Class 1 contains 39251 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7780620 nChanged 20
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Mstep: Class 1 contains 39271 members 
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Entering Unmasked Estep 
Score: -7780621.500000 Penalty: 5280.968262
	Iteration 86Q: 3 clusters Score -7780622 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39288 members 
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Entering Unmasked Estep 
Score: -7780625.500000 Penalty: 5280.968262
	Iteration 87Q: 3 clusters Score -7780626 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7780628.000000 Penalty: 5280.968262
	Iteration 88Q: 3 clusters Score -7780628 nChanged 13
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Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -7780629.500000 Penalty: 5280.968262
	Iteration 89Q: 3 clusters Score -7780630 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39331 members 
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Entering Unmasked Estep 
Score: -7780638.000000 Penalty: 5280.968262
	Iteration 90Q: 3 clusters Score -7780638 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7780632.000000 Penalty: 5280.968262
	Iteration 91Q: 3 clusters Score -7780632 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7780620 nChanged 11
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Mstep: Class 1 contains 39367 members 
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Entering Unmasked Estep 
Score: -7780640.000000 Penalty: 5280.968262
	Iteration 93Q: 3 clusters Score -7780640 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7780649.000000 Penalty: 5280.968262
	Iteration 94Q: 3 clusters Score -7780649 nChanged 4
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Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7780648 nChanged 3
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Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -7780652.500000 Penalty: 5280.968262
	Iteration 96Q: 3 clusters Score -7780652 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39384 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7780650 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7780648 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7780646.500000 Penalty: 5280.968262
	Iteration 99Q: 3 clusters Score -7780646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7780650.000000 Penalty: 5280.968262
	Iteration 100F: 3 clusters Score -7780650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -7780652.000000 Penalty: 5280.968262
	Iteration 101Q: 3 clusters Score -7780652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7780649.500000 Penalty: 5280.968262
	Iteration 102Q: 3 clusters Score -7780650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -7780658.500000 Penalty: 5280.968262
	Iteration 103Q: 3 clusters Score -7780658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7780662.500000 Penalty: 5280.968262
	Iteration 104Q: 3 clusters Score -7780662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -7780667.000000 Penalty: 5280.968262
	Iteration 105Q: 3 clusters Score -7780667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7780670.000000 Penalty: 5280.968262
	Iteration 106Q: 3 clusters Score -7780670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7780673.000000 Penalty: 5280.968262
	Iteration 107Q: 3 clusters Score -7780673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7780672.500000 Penalty: 5280.968262
	Iteration 108Q: 3 clusters Score -7780672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7780668.500000 Penalty: 5280.968262
	Iteration 109Q: 3 clusters Score -7780668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -7780672.500000 Penalty: 5280.968262
	Iteration 110Q: 3 clusters Score -7780672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -7780669.500000 Penalty: 5280.968262
	Iteration 111Q: 3 clusters Score -7780670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -7780670.500000 Penalty: 5280.968262
	Iteration 112Q: 3 clusters Score -7780670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7780674.000000 Penalty: 5280.968262
	Iteration 113Q: 3 clusters Score -7780674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -7780674.500000 Penalty: 5280.968262
	Iteration 114Q: 3 clusters Score -7780674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -7780671.000000 Penalty: 5280.968262
	Iteration 115Q: 3 clusters Score -7780671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7780670.000000 Penalty: 5280.968262
	Iteration 116Q: 3 clusters Score -7780670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7780676.500000 Penalty: 5280.968262
	Iteration 117Q: 3 clusters Score -7780676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7780674.000000 Penalty: 5280.968262
	Iteration 118Q: 3 clusters Score -7780674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7780681.000000 Penalty: 5280.968262
	Iteration 119Q: 3 clusters Score -7780681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7780686.000000 Penalty: 5280.968262
	Iteration 120F: 3 clusters Score -7780686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7780687.500000 Penalty: 5280.968262
	Iteration 121Q: 3 clusters Score -7780688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7780675.500000 Penalty: 5280.968262
	Iteration 122Q: 3 clusters Score -7780676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -7780668.500000 Penalty: 5280.968262
	Iteration 123Q: 3 clusters Score -7780668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7780670.500000 Penalty: 5280.968262
	Iteration 124Q: 3 clusters Score -7780670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -7780673.000000 Penalty: 5280.968262
	Iteration 125Q: 3 clusters Score -7780673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7780671.500000 Penalty: 5280.968262
	Iteration 126Q: 3 clusters Score -7780672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7780675.500000 Penalty: 5280.968262
	Iteration 127Q: 3 clusters Score -7780676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -7780674.000000 Penalty: 5280.968262
	Iteration 128Q: 3 clusters Score -7780674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7780682.000000 Penalty: 5280.968262
	Iteration 129Q: 3 clusters Score -7780682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7780685.500000 Penalty: 5280.968262
	Iteration 130Q: 3 clusters Score -7780686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7780679.500000 Penalty: 5280.968262
	Iteration 131Q: 3 clusters Score -7780680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7780680.000000 Penalty: 5280.968262
	Iteration 132Q: 3 clusters Score -7780680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7780681.500000 Penalty: 5280.968262
	Iteration 133Q: 3 clusters Score -7780682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7780686.000000 Penalty: 5280.968262
	Iteration 134Q: 3 clusters Score -7780686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7780688.000000 Penalty: 5280.968262
	Iteration 135Q: 3 clusters Score -7780688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7780688.500000 Penalty: 5280.968262
	Iteration 136Q: 3 clusters Score -7780688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7780688.500000 Penalty: 5280.968262
	Iteration 137F: 3 clusters Score -7780688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (37980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Entering Unmasked Estep 
Score: -7035869.500000 Penalty: 2615.114258
	Iteration 0F: 2 clusters Score -7035870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -7010374.500000 Penalty: 5230.228516
	Iteration 0F: 3 clusters Score -7010374 nChanged 17253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -7019857.000000 Penalty: 5230.228516
	Iteration 1F: 3 clusters Score -7019857 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -7020317.500000 Penalty: 5230.228516
	Iteration 2Q: 3 clusters Score -7020318 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -7020753.500000 Penalty: 5230.228516
	Iteration 3Q: 3 clusters Score -7020754 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -7021237.500000 Penalty: 5230.228516
	Iteration 4Q: 3 clusters Score -7021238 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -7021808.000000 Penalty: 5230.228516
	Iteration 5Q: 3 clusters Score -7021808 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -7022547.000000 Penalty: 5230.228516
	Iteration 6Q: 3 clusters Score -7022547 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -7023509.000000 Penalty: 5230.228516
	Iteration 7Q: 3 clusters Score -7023509 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -7024840.500000 Penalty: 5230.228516
	Iteration 8F: 3 clusters Score -7024840 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -7026411.500000 Penalty: 5230.228516
	Iteration 9F: 3 clusters Score -7026412 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -7028060.500000 Penalty: 5230.228516
	Iteration 10F: 3 clusters Score -7028060 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -7029457.500000 Penalty: 5230.228516
	Iteration 11Q: 3 clusters Score -7029458 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -7030386.500000 Penalty: 5230.228516
	Iteration 12Q: 3 clusters Score -7030386 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -7031094.000000 Penalty: 5230.228516
	Iteration 13Q: 3 clusters Score -7031094 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -7031511.000000 Penalty: 5230.228516
	Iteration 14Q: 3 clusters Score -7031511 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -7031821.500000 Penalty: 5230.228516
	Iteration 15Q: 3 clusters Score -7031822 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -7032092.000000 Penalty: 5230.228516
	Iteration 16Q: 3 clusters Score -7032092 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -7032337.500000 Penalty: 5230.228516
	Iteration 17Q: 3 clusters Score -7032338 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7032531.500000 Penalty: 5230.228516
	Iteration 18Q: 3 clusters Score -7032532 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7032703.500000 Penalty: 5230.228516
	Iteration 19Q: 3 clusters Score -7032704 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7032883.000000 Penalty: 5230.228516
	Iteration 20F: 3 clusters Score -7032883 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7032999.000000 Penalty: 5230.228516
	Iteration 21Q: 3 clusters Score -7032999 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7033124.000000 Penalty: 5230.228516
	Iteration 22Q: 3 clusters Score -7033124 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7033216.500000 Penalty: 5230.228516
	Iteration 23Q: 3 clusters Score -7033216 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7033284.000000 Penalty: 5230.228516
	Iteration 24Q: 3 clusters Score -7033284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7033348.000000 Penalty: 5230.228516
	Iteration 25Q: 3 clusters Score -7033348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7033393.500000 Penalty: 5230.228516
	Iteration 26Q: 3 clusters Score -7033394 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7033422.000000 Penalty: 5230.228516
	Iteration 27Q: 3 clusters Score -7033422 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7033457.000000 Penalty: 5230.228516
	Iteration 28Q: 3 clusters Score -7033457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7033467.500000 Penalty: 5230.228516
	Iteration 29Q: 3 clusters Score -7033468 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7033494.500000 Penalty: 5230.228516
	Iteration 30Q: 3 clusters Score -7033494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7033503.500000 Penalty: 5230.228516
	Iteration 31Q: 3 clusters Score -7033504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7033515.000000 Penalty: 5230.228516
	Iteration 32Q: 3 clusters Score -7033515 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7033525.500000 Penalty: 5230.228516
	Iteration 33Q: 3 clusters Score -7033526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7033550.500000 Penalty: 5230.228516
	Iteration 34Q: 3 clusters Score -7033550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7033555.500000 Penalty: 5230.228516
	Iteration 35Q: 3 clusters Score -7033556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7033561.000000 Penalty: 5230.228516
	Iteration 36Q: 3 clusters Score -7033561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7033570.000000 Penalty: 5230.228516
	Iteration 37Q: 3 clusters Score -7033570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7033571.500000 Penalty: 5230.228516
	Iteration 38Q: 3 clusters Score -7033572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7033574.000000 Penalty: 5230.228516
	Iteration 39Q: 3 clusters Score -7033574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7033574.000000 Penalty: 5230.228516
	Iteration 40F: 3 clusters Score -7033574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7033580.500000 Penalty: 5230.228516
	Iteration 41Q: 3 clusters Score -7033580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7033580.500000 Penalty: 5230.228516
	Iteration 42F: 3 clusters Score -7033580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 42821 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44145 members 
Mstep: Class 5 contains 41471 members 
Mstep: Class 6 contains 21452 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43170 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44714 members 
Mstep: Class 12 contains 46330 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42819 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32154 members 
Mstep: Class 18 contains 46410 members 
Mstep: Class 19 contains 40215 members 
Mstep: Class 21 contains 45594 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43415 members 
Mstep: Class 24 contains 42071 members 
Mstep: Class 25 contains 37980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949640.000000 Penalty: 80096.007812
Iteration 439Q: 25 clusters Score -1.269496e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 42829 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44137 members 
Mstep: Class 5 contains 41510 members 
Mstep: Class 6 contains 21451 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43166 members 
Mstep: Class 9 contains 42588 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44728 members 
Mstep: Class 12 contains 46334 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42798 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32155 members 
Mstep: Class 18 contains 46426 members 
Mstep: Class 19 contains 40199 members 
Mstep: Class 21 contains 45586 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43385 members 
Mstep: Class 24 contains 42068 members 
Mstep: Class 25 contains 37987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949760.000000 Penalty: 80096.007812
Iteration 440F: 25 clusters Score -1.269498e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 42845 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44128 members 
Mstep: Class 5 contains 41533 members 
Mstep: Class 6 contains 21443 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43173 members 
Mstep: Class 9 contains 42594 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44760 members 
Mstep: Class 12 contains 46320 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42766 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32154 members 
Mstep: Class 18 contains 46426 members 
Mstep: Class 19 contains 40183 members 
Mstep: Class 21 contains 45589 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43386 members 
Mstep: Class 24 contains 42071 members 
Mstep: Class 25 contains 37988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949680.000000 Penalty: 80096.007812
Iteration 441Q: 25 clusters Score -1.269497e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 42872 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44127 members 
Mstep: Class 5 contains 41550 members 
Mstep: Class 6 contains 21435 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43173 members 
Mstep: Class 9 contains 42572 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44769 members 
Mstep: Class 12 contains 46314 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42742 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 32152 members 
Mstep: Class 18 contains 46458 members 
Mstep: Class 19 contains 40150 members 
Mstep: Class 21 contains 45601 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43388 members 
Mstep: Class 24 contains 42069 members 
Mstep: Class 25 contains 37999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949560.000000 Penalty: 80096.007812
Iteration 442Q: 25 clusters Score -1.269496e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 42885 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44125 members 
Mstep: Class 5 contains 41556 members 
Mstep: Class 6 contains 21427 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43181 members 
Mstep: Class 9 contains 42570 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44789 members 
Mstep: Class 12 contains 46332 members 
Mstep: Class 13 contains 906 members 
Mstep: Class 14 contains 42710 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32151 members 
Mstep: Class 18 contains 46473 members 
Mstep: Class 19 contains 40117 members 
Mstep: Class 21 contains 45599 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43389 members 
Mstep: Class 24 contains 42066 members 
Mstep: Class 25 contains 38002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949400.000000 Penalty: 80096.007812
Iteration 443Q: 25 clusters Score -1.269494e+08 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 42921 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44117 members 
Mstep: Class 5 contains 41571 members 
Mstep: Class 6 contains 21417 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43188 members 
Mstep: Class 9 contains 42563 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 44795 members 
Mstep: Class 12 contains 46333 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42666 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32149 members 
Mstep: Class 18 contains 46493 members 
Mstep: Class 19 contains 40104 members 
Mstep: Class 21 contains 45606 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43402 members 
Mstep: Class 24 contains 42061 members 
Mstep: Class 25 contains 37986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949488.000000 Penalty: 80096.007812
Iteration 444Q: 25 clusters Score -1.269495e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 42963 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44115 members 
Mstep: Class 5 contains 41581 members 
Mstep: Class 6 contains 21411 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43188 members 
Mstep: Class 9 contains 42562 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44785 members 
Mstep: Class 12 contains 46359 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42618 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32143 members 
Mstep: Class 18 contains 46498 members 
Mstep: Class 19 contains 40095 members 
Mstep: Class 21 contains 45581 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43422 members 
Mstep: Class 24 contains 42067 members 
Mstep: Class 25 contains 37995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949368.000000 Penalty: 80096.007812
Iteration 445Q: 25 clusters Score -1.269494e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 42992 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44103 members 
Mstep: Class 5 contains 41602 members 
Mstep: Class 6 contains 21419 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43184 members 
Mstep: Class 9 contains 42563 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44789 members 
Mstep: Class 12 contains 46374 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42567 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32142 members 
Mstep: Class 18 contains 46495 members 
Mstep: Class 19 contains 40081 members 
Mstep: Class 21 contains 45586 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43432 members 
Mstep: Class 24 contains 42069 members 
Mstep: Class 25 contains 38004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949424.000000 Penalty: 80096.007812
Iteration 446Q: 25 clusters Score -1.269494e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44084 members 
Mstep: Class 5 contains 41601 members 
Mstep: Class 6 contains 21419 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43185 members 
Mstep: Class 9 contains 42558 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44801 members 
Mstep: Class 12 contains 46364 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42543 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32144 members 
Mstep: Class 18 contains 46512 members 
Mstep: Class 19 contains 40063 members 
Mstep: Class 21 contains 45587 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43427 members 
Mstep: Class 24 contains 42070 members 
Mstep: Class 25 contains 38028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949432.000000 Penalty: 80096.007812
Iteration 447Q: 25 clusters Score -1.269494e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 43074 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44062 members 
Mstep: Class 5 contains 41607 members 
Mstep: Class 6 contains 21417 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43199 members 
Mstep: Class 9 contains 42542 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44798 members 
Mstep: Class 12 contains 46370 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42504 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32141 members 
Mstep: Class 18 contains 46540 members 
Mstep: Class 19 contains 40040 members 
Mstep: Class 21 contains 45590 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43428 members 
Mstep: Class 24 contains 42075 members 
Mstep: Class 25 contains 38039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949152.000000 Penalty: 80096.007812
Iteration 448Q: 25 clusters Score -1.269492e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 43110 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44049 members 
Mstep: Class 5 contains 41612 members 
Mstep: Class 6 contains 21414 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43183 members 
Mstep: Class 9 contains 42514 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44805 members 
Mstep: Class 12 contains 46362 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42481 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32138 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 40039 members 
Mstep: Class 21 contains 45599 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43431 members 
Mstep: Class 24 contains 42071 members 
Mstep: Class 25 contains 38054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949152.000000 Penalty: 80096.007812
Iteration 449Q: 25 clusters Score -1.269492e+08 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 43167 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44044 members 
Mstep: Class 5 contains 41615 members 
Mstep: Class 6 contains 21409 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43185 members 
Mstep: Class 9 contains 42484 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44805 members 
Mstep: Class 12 contains 46352 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42469 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32135 members 
Mstep: Class 18 contains 46609 members 
Mstep: Class 19 contains 40031 members 
Mstep: Class 21 contains 45590 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43417 members 
Mstep: Class 24 contains 42076 members 
Mstep: Class 25 contains 38068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949264.000000 Penalty: 80096.007812
Iteration 450Q: 25 clusters Score -1.269493e+08 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 43203 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44034 members 
Mstep: Class 5 contains 41619 members 
Mstep: Class 6 contains 21414 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43190 members 
Mstep: Class 9 contains 42477 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44820 members 
Mstep: Class 12 contains 46366 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42450 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32134 members 
Mstep: Class 18 contains 46625 members 
Mstep: Class 19 contains 40015 members 
Mstep: Class 21 contains 45584 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43405 members 
Mstep: Class 24 contains 42080 members 
Mstep: Class 25 contains 38064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949328.000000 Penalty: 80096.007812
Iteration 451Q: 25 clusters Score -1.269493e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 43222 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44029 members 
Mstep: Class 5 contains 41634 members 
Mstep: Class 6 contains 21409 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43194 members 
Mstep: Class 9 contains 42478 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44811 members 
Mstep: Class 12 contains 46376 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42444 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32131 members 
Mstep: Class 18 contains 46606 members 
Mstep: Class 19 contains 40004 members 
Mstep: Class 21 contains 45593 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43438 members 
Mstep: Class 24 contains 42077 members 
Mstep: Class 25 contains 38065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949400.000000 Penalty: 80096.007812
Iteration 452Q: 25 clusters Score -1.269494e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 43260 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44020 members 
Mstep: Class 5 contains 41645 members 
Mstep: Class 6 contains 21403 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43191 members 
Mstep: Class 9 contains 42473 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44842 members 
Mstep: Class 12 contains 46359 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42447 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32131 members 
Mstep: Class 18 contains 46592 members 
Mstep: Class 19 contains 39989 members 
Mstep: Class 21 contains 45595 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43433 members 
Mstep: Class 24 contains 42081 members 
Mstep: Class 25 contains 38082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949376.000000 Penalty: 80096.007812
Iteration 453Q: 25 clusters Score -1.269494e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 43295 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44016 members 
Mstep: Class 5 contains 41648 members 
Mstep: Class 6 contains 21398 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43182 members 
Mstep: Class 9 contains 42451 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44873 members 
Mstep: Class 12 contains 46341 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42449 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32125 members 
Mstep: Class 18 contains 46578 members 
Mstep: Class 19 contains 39991 members 
Mstep: Class 21 contains 45607 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43458 members 
Mstep: Class 24 contains 42075 members 
Mstep: Class 25 contains 38097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949456.000000 Penalty: 80096.007812
Iteration 454Q: 25 clusters Score -1.269495e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 43339 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44015 members 
Mstep: Class 5 contains 41658 members 
Mstep: Class 6 contains 21385 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43177 members 
Mstep: Class 9 contains 42432 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44883 members 
Mstep: Class 12 contains 46331 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42461 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32123 members 
Mstep: Class 18 contains 46579 members 
Mstep: Class 19 contains 39990 members 
Mstep: Class 21 contains 45608 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43451 members 
Mstep: Class 24 contains 42076 members 
Mstep: Class 25 contains 38129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949424.000000 Penalty: 80096.007812
Iteration 455Q: 25 clusters Score -1.269494e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 43387 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44011 members 
Mstep: Class 5 contains 41653 members 
Mstep: Class 6 contains 21374 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43182 members 
Mstep: Class 9 contains 42418 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44901 members 
Mstep: Class 12 contains 46330 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42476 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32125 members 
Mstep: Class 18 contains 46556 members 
Mstep: Class 19 contains 39992 members 
Mstep: Class 21 contains 45609 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43449 members 
Mstep: Class 24 contains 42081 members 
Mstep: Class 25 contains 38143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949200.000000 Penalty: 80096.007812
Iteration 456Q: 25 clusters Score -1.269492e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34324 members 
Mstep: Class 2 contains 43429 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44019 members 
Mstep: Class 5 contains 41645 members 
Mstep: Class 6 contains 21361 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43169 members 
Mstep: Class 9 contains 42396 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44917 members 
Mstep: Class 12 contains 46319 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42482 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32126 members 
Mstep: Class 18 contains 46563 members 
Mstep: Class 19 contains 39991 members 
Mstep: Class 21 contains 45622 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43481 members 
Mstep: Class 24 contains 42081 members 
Mstep: Class 25 contains 38128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949256.000000 Penalty: 80096.007812
Iteration 457Q: 25 clusters Score -1.269493e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 43462 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44023 members 
Mstep: Class 5 contains 41643 members 
Mstep: Class 6 contains 21349 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43180 members 
Mstep: Class 9 contains 42376 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44925 members 
Mstep: Class 12 contains 46331 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42483 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32128 members 
Mstep: Class 18 contains 46555 members 
Mstep: Class 19 contains 39986 members 
Mstep: Class 21 contains 45617 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43514 members 
Mstep: Class 24 contains 42077 members 
Mstep: Class 25 contains 38124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949216.000000 Penalty: 80096.007812
Iteration 458Q: 25 clusters Score -1.269492e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 43485 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44025 members 
Mstep: Class 5 contains 41652 members 
Mstep: Class 6 contains 21336 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43186 members 
Mstep: Class 9 contains 42354 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44951 members 
Mstep: Class 12 contains 46316 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42492 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32129 members 
Mstep: Class 18 contains 46556 members 
Mstep: Class 19 contains 39988 members 
Mstep: Class 21 contains 45620 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43511 members 
Mstep: Class 24 contains 42074 members 
Mstep: Class 25 contains 38132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949224.000000 Penalty: 80096.007812
Iteration 459Q: 25 clusters Score -1.269492e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 43498 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44015 members 
Mstep: Class 5 contains 41638 members 
Mstep: Class 6 contains 21333 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43207 members 
Mstep: Class 9 contains 42353 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44960 members 
Mstep: Class 12 contains 46324 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42503 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32126 members 
Mstep: Class 18 contains 46553 members 
Mstep: Class 19 contains 39989 members 
Mstep: Class 21 contains 45621 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43511 members 
Mstep: Class 24 contains 42078 members 
Mstep: Class 25 contains 38131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949200.000000 Penalty: 80096.007812
Iteration 460F: 25 clusters Score -1.269492e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 43505 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44003 members 
Mstep: Class 5 contains 41634 members 
Mstep: Class 6 contains 21331 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43219 members 
Mstep: Class 9 contains 42332 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44990 members 
Mstep: Class 12 contains 46319 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42508 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32128 members 
Mstep: Class 18 contains 46563 members 
Mstep: Class 19 contains 39974 members 
Mstep: Class 21 contains 45625 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43528 members 
Mstep: Class 24 contains 42077 members 
Mstep: Class 25 contains 38132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949216.000000 Penalty: 80096.007812
Iteration 461Q: 25 clusters Score -1.269492e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 43536 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44002 members 
Mstep: Class 5 contains 41627 members 
Mstep: Class 6 contains 21328 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43218 members 
Mstep: Class 9 contains 42323 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44999 members 
Mstep: Class 12 contains 46343 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42521 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32129 members 
Mstep: Class 18 contains 46560 members 
Mstep: Class 19 contains 39952 members 
Mstep: Class 21 contains 45627 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43540 members 
Mstep: Class 24 contains 42080 members 
Mstep: Class 25 contains 38110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949272.000000 Penalty: 80096.007812
Iteration 462Q: 25 clusters Score -1.269493e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 43548 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44005 members 
Mstep: Class 5 contains 41608 members 
Mstep: Class 6 contains 21315 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43214 members 
Mstep: Class 9 contains 42337 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44997 members 
Mstep: Class 12 contains 46366 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42528 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32125 members 
Mstep: Class 18 contains 46565 members 
Mstep: Class 19 contains 39954 members 
Mstep: Class 21 contains 45639 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43538 members 
Mstep: Class 24 contains 42078 members 
Mstep: Class 25 contains 38101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949152.000000 Penalty: 80096.007812
Iteration 463Q: 25 clusters Score -1.269492e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 43568 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44003 members 
Mstep: Class 5 contains 41607 members 
Mstep: Class 6 contains 21308 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43215 members 
Mstep: Class 9 contains 42350 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44992 members 
Mstep: Class 12 contains 46389 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42530 members 
Mstep: Class 15 contains 687 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32124 members 
Mstep: Class 18 contains 46563 members 
Mstep: Class 19 contains 39947 members 
Mstep: Class 21 contains 45647 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43528 members 
Mstep: Class 24 contains 42074 members 
Mstep: Class 25 contains 38102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949120.000000 Penalty: 80096.007812
Iteration 464Q: 25 clusters Score -1.269491e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 43574 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44004 members 
Mstep: Class 5 contains 41600 members 
Mstep: Class 6 contains 21306 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43213 members 
Mstep: Class 9 contains 42369 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 44998 members 
Mstep: Class 12 contains 46397 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42540 members 
Mstep: Class 15 contains 688 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32124 members 
Mstep: Class 18 contains 46561 members 
Mstep: Class 19 contains 39937 members 
Mstep: Class 21 contains 45644 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43542 members 
Mstep: Class 24 contains 42078 members 
Mstep: Class 25 contains 38101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949176.000000 Penalty: 80096.007812
Iteration 465Q: 25 clusters Score -1.269492e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 43585 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43997 members 
Mstep: Class 5 contains 41590 members 
Mstep: Class 6 contains 21299 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43208 members 
Mstep: Class 9 contains 42388 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45001 members 
Mstep: Class 12 contains 46398 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42544 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32128 members 
Mstep: Class 18 contains 46559 members 
Mstep: Class 19 contains 39931 members 
Mstep: Class 21 contains 45641 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43549 members 
Mstep: Class 24 contains 42078 members 
Mstep: Class 25 contains 38128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948968.000000 Penalty: 80096.007812
Iteration 466Q: 25 clusters Score -1.26949e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 43596 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43991 members 
Mstep: Class 5 contains 41579 members 
Mstep: Class 6 contains 21287 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43211 members 
Mstep: Class 9 contains 42398 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45008 members 
Mstep: Class 12 contains 46396 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42552 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32132 members 
Mstep: Class 18 contains 46571 members 
Mstep: Class 19 contains 39925 members 
Mstep: Class 21 contains 45643 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43553 members 
Mstep: Class 24 contains 42079 members 
Mstep: Class 25 contains 38146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949112.000000 Penalty: 80096.007812
Iteration 467Q: 25 clusters Score -1.269491e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 43607 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43991 members 
Mstep: Class 5 contains 41554 members 
Mstep: Class 6 contains 21281 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43203 members 
Mstep: Class 9 contains 42403 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45019 members 
Mstep: Class 12 contains 46416 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42554 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32134 members 
Mstep: Class 18 contains 46584 members 
Mstep: Class 19 contains 39909 members 
Mstep: Class 21 contains 45660 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43546 members 
Mstep: Class 24 contains 42080 members 
Mstep: Class 25 contains 38174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948976.000000 Penalty: 80096.007812
Iteration 468Q: 25 clusters Score -1.26949e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 43603 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43992 members 
Mstep: Class 5 contains 41544 members 
Mstep: Class 6 contains 21275 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43202 members 
Mstep: Class 9 contains 42405 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45033 members 
Mstep: Class 12 contains 46426 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42556 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32128 members 
Mstep: Class 18 contains 46587 members 
Mstep: Class 19 contains 39901 members 
Mstep: Class 21 contains 45657 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43566 members 
Mstep: Class 24 contains 42081 members 
Mstep: Class 25 contains 38196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948864.000000 Penalty: 80096.007812
Iteration 469Q: 25 clusters Score -1.269489e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 43640 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43997 members 
Mstep: Class 5 contains 41520 members 
Mstep: Class 6 contains 21269 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43194 members 
Mstep: Class 9 contains 42412 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45037 members 
Mstep: Class 12 contains 46429 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42555 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32131 members 
Mstep: Class 18 contains 46588 members 
Mstep: Class 19 contains 39897 members 
Mstep: Class 21 contains 45664 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43551 members 
Mstep: Class 24 contains 42090 members 
Mstep: Class 25 contains 38213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949032.000000 Penalty: 80096.007812
Iteration 470Q: 25 clusters Score -1.26949e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 43671 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43998 members 
Mstep: Class 5 contains 41517 members 
Mstep: Class 6 contains 21264 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43199 members 
Mstep: Class 9 contains 42406 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45031 members 
Mstep: Class 12 contains 46434 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42550 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32126 members 
Mstep: Class 18 contains 46602 members 
Mstep: Class 19 contains 39896 members 
Mstep: Class 21 contains 45661 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43550 members 
Mstep: Class 24 contains 42097 members 
Mstep: Class 25 contains 38235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949080.000000 Penalty: 80096.007812
Iteration 471Q: 25 clusters Score -1.269491e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 43699 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44002 members 
Mstep: Class 5 contains 41516 members 
Mstep: Class 6 contains 21259 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43200 members 
Mstep: Class 9 contains 42414 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45029 members 
Mstep: Class 12 contains 46432 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42549 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32127 members 
Mstep: Class 18 contains 46612 members 
Mstep: Class 19 contains 39882 members 
Mstep: Class 21 contains 45666 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43562 members 
Mstep: Class 24 contains 42098 members 
Mstep: Class 25 contains 38253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948968.000000 Penalty: 80096.007812
Iteration 472Q: 25 clusters Score -1.26949e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 43723 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43997 members 
Mstep: Class 5 contains 41510 members 
Mstep: Class 6 contains 21250 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43212 members 
Mstep: Class 9 contains 42415 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45025 members 
Mstep: Class 12 contains 46438 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42543 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32130 members 
Mstep: Class 18 contains 46630 members 
Mstep: Class 19 contains 39872 members 
Mstep: Class 21 contains 45665 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43571 members 
Mstep: Class 24 contains 42109 members 
Mstep: Class 25 contains 38262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948992.000000 Penalty: 80096.007812
Iteration 473Q: 25 clusters Score -1.26949e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 43746 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43992 members 
Mstep: Class 5 contains 41503 members 
Mstep: Class 6 contains 21243 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43227 members 
Mstep: Class 9 contains 42405 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45025 members 
Mstep: Class 12 contains 46449 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42538 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32126 members 
Mstep: Class 18 contains 46642 members 
Mstep: Class 19 contains 39860 members 
Mstep: Class 21 contains 45661 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43590 members 
Mstep: Class 24 contains 42119 members 
Mstep: Class 25 contains 38268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126949008.000000 Penalty: 80096.007812
Iteration 474Q: 25 clusters Score -1.26949e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 43785 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43992 members 
Mstep: Class 5 contains 41496 members 
Mstep: Class 6 contains 21226 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43236 members 
Mstep: Class 9 contains 42402 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45018 members 
Mstep: Class 12 contains 46463 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42539 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32131 members 
Mstep: Class 18 contains 46646 members 
Mstep: Class 19 contains 39839 members 
Mstep: Class 21 contains 45673 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43612 members 
Mstep: Class 24 contains 42114 members 
Mstep: Class 25 contains 38275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948848.000000 Penalty: 80096.007812
Iteration 475Q: 25 clusters Score -1.269488e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 43808 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43994 members 
Mstep: Class 5 contains 41490 members 
Mstep: Class 6 contains 21208 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43244 members 
Mstep: Class 9 contains 42403 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45041 members 
Mstep: Class 12 contains 46470 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42540 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32134 members 
Mstep: Class 18 contains 46662 members 
Mstep: Class 19 contains 39822 members 
Mstep: Class 21 contains 45686 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43601 members 
Mstep: Class 24 contains 42112 members 
Mstep: Class 25 contains 38291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948832.000000 Penalty: 80096.007812
Iteration 476Q: 25 clusters Score -1.269488e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 43836 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43991 members 
Mstep: Class 5 contains 41476 members 
Mstep: Class 6 contains 21188 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43265 members 
Mstep: Class 9 contains 42401 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45059 members 
Mstep: Class 12 contains 46479 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42541 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32133 members 
Mstep: Class 18 contains 46679 members 
Mstep: Class 19 contains 39806 members 
Mstep: Class 21 contains 45687 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43595 members 
Mstep: Class 24 contains 42109 members 
Mstep: Class 25 contains 38309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948888.000000 Penalty: 80096.007812
Iteration 477Q: 25 clusters Score -1.269489e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 43860 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43996 members 
Mstep: Class 5 contains 41452 members 
Mstep: Class 6 contains 21173 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43266 members 
Mstep: Class 9 contains 42404 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45069 members 
Mstep: Class 12 contains 46487 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42552 members 
Mstep: Class 15 contains 689 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32133 members 
Mstep: Class 18 contains 46694 members 
Mstep: Class 19 contains 39784 members 
Mstep: Class 21 contains 45702 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43605 members 
Mstep: Class 24 contains 42099 members 
Mstep: Class 25 contains 38327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948840.000000 Penalty: 80096.007812
Iteration 478Q: 25 clusters Score -1.269488e+08 nChanged 607
Entering ConstructFrom: 
Score: -126948840.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (33422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Entering Unmasked Estep 
Score: -6116742.000000 Penalty: 2583.408447
	Iteration 0F: 2 clusters Score -6116742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -6093949.000000 Penalty: 5166.816895
	Iteration 0F: 3 clusters Score -6093949 nChanged 15185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -6102179.500000 Penalty: 5166.816895
	Iteration 1F: 3 clusters Score -6102180 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -6102645.500000 Penalty: 5166.816895
	Iteration 2Q: 3 clusters Score -6102646 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -6103093.500000 Penalty: 5166.816895
	Iteration 3Q: 3 clusters Score -6103094 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -6103505.500000 Penalty: 5166.816895
	Iteration 4Q: 3 clusters Score -6103506 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -6104088.000000 Penalty: 5166.816895
	Iteration 5Q: 3 clusters Score -6104088 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -6104829.500000 Penalty: 5166.816895
	Iteration 6Q: 3 clusters Score -6104830 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -6105680.000000 Penalty: 5166.816895
	Iteration 7Q: 3 clusters Score -6105680 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -6106605.000000 Penalty: 5166.816895
	Iteration 8Q: 3 clusters Score -6106605 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -6107532.000000 Penalty: 5166.816895
	Iteration 9Q: 3 clusters Score -6107532 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -6108468.500000 Penalty: 5166.816895
	Iteration 10Q: 3 clusters Score -6108468 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -6109465.500000 Penalty: 5166.816895
	Iteration 11F: 3 clusters Score -6109466 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -6110242.500000 Penalty: 5166.816895
	Iteration 12Q: 3 clusters Score -6110242 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -6110716.000000 Penalty: 5166.816895
	Iteration 13Q: 3 clusters Score -6110716 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -6110956.000000 Penalty: 5166.816895
	Iteration 14Q: 3 clusters Score -6110956 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -6111094.000000 Penalty: 5166.816895
	Iteration 15Q: 3 clusters Score -6111094 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -6111167.000000 Penalty: 5166.816895
	Iteration 16Q: 3 clusters Score -6111167 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -6111209.500000 Penalty: 5166.816895
	Iteration 17Q: 3 clusters Score -6111210 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -6111276.000000 Penalty: 5166.816895
	Iteration 18Q: 3 clusters Score -6111276 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -6111320.500000 Penalty: 5166.816895
	Iteration 19Q: 3 clusters Score -6111320 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -6111358.000000 Penalty: 5166.816895
	Iteration 20F: 3 clusters Score -6111358 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -6111407.500000 Penalty: 5166.816895
	Iteration 21Q: 3 clusters Score -6111408 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -6111430.500000 Penalty: 5166.816895
	Iteration 22Q: 3 clusters Score -6111430 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -6111463.000000 Penalty: 5166.816895
	Iteration 23Q: 3 clusters Score -6111463 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -6111514.500000 Penalty: 5166.816895
	Iteration 24Q: 3 clusters Score -6111514 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -6111559.500000 Penalty: 5166.816895
	Iteration 25Q: 3 clusters Score -6111560 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -6111637.000000 Penalty: 5166.816895
	Iteration 26Q: 3 clusters Score -6111637 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -6111679.500000 Penalty: 5166.816895
	Iteration 27Q: 3 clusters Score -6111680 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -6111737.500000 Penalty: 5166.816895
	Iteration 28Q: 3 clusters Score -6111738 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -6111813.500000 Penalty: 5166.816895
	Iteration 29Q: 3 clusters Score -6111814 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -6111913.500000 Penalty: 5166.816895
	Iteration 30Q: 3 clusters Score -6111914 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -6111974.500000 Penalty: 5166.816895
	Iteration 31Q: 3 clusters Score -6111974 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -6112020.500000 Penalty: 5166.816895
	Iteration 32Q: 3 clusters Score -6112020 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -6112115.000000 Penalty: 5166.816895
	Iteration 33Q: 3 clusters Score -6112115 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -6112235.500000 Penalty: 5166.816895
	Iteration 34Q: 3 clusters Score -6112236 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -6112341.500000 Penalty: 5166.816895
	Iteration 35Q: 3 clusters Score -6112342 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -6112429.000000 Penalty: 5166.816895
	Iteration 36Q: 3 clusters Score -6112429 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -6112574.500000 Penalty: 5166.816895
	Iteration 37Q: 3 clusters Score -6112574 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -6112718.000000 Penalty: 5166.816895
	Iteration 38Q: 3 clusters Score -6112718 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -6112845.500000 Penalty: 5166.816895
	Iteration 39Q: 3 clusters Score -6112846 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -6112962.000000 Penalty: 5166.816895
	Iteration 40F: 3 clusters Score -6112962 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6113093 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6113239 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6113373 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6113478 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6113629 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6113751 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -6113840.500000 Penalty: 5166.816895
	Iteration 47Q: 3 clusters Score -6113840 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -6113962.500000 Penalty: 5166.816895
	Iteration 48Q: 3 clusters Score -6113962 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -6114049.500000 Penalty: 5166.816895
	Iteration 49Q: 3 clusters Score -6114050 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -6114134.500000 Penalty: 5166.816895
	Iteration 50Q: 3 clusters Score -6114134 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -6114226.500000 Penalty: 5166.816895
	Iteration 51Q: 3 clusters Score -6114226 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -6114294.000000 Penalty: 5166.816895
	Iteration 52Q: 3 clusters Score -6114294 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -6114354.500000 Penalty: 5166.816895
	Iteration 53Q: 3 clusters Score -6114354 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -6114383.500000 Penalty: 5166.816895
	Iteration 54Q: 3 clusters Score -6114384 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -6114439.500000 Penalty: 5166.816895
	Iteration 55Q: 3 clusters Score -6114440 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6114465 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -6114504.500000 Penalty: 5166.816895
	Iteration 57Q: 3 clusters Score -6114504 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -6114536.500000 Penalty: 5166.816895
	Iteration 58Q: 3 clusters Score -6114536 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -6114556.000000 Penalty: 5166.816895
	Iteration 59Q: 3 clusters Score -6114556 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -6114585.000000 Penalty: 5166.816895
	Iteration 60F: 3 clusters Score -6114585 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -6114616.000000 Penalty: 5166.816895
	Iteration 61Q: 3 clusters Score -6114616 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -6114670.000000 Penalty: 5166.816895
	Iteration 62Q: 3 clusters Score -6114670 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -6114679.000000 Penalty: 5166.816895
	Iteration 63Q: 3 clusters Score -6114679 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -6114704.500000 Penalty: 5166.816895
	Iteration 64Q: 3 clusters Score -6114704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -6114728.500000 Penalty: 5166.816895
	Iteration 65Q: 3 clusters Score -6114728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -6114732.000000 Penalty: 5166.816895
	Iteration 66Q: 3 clusters Score -6114732 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -6114747.000000 Penalty: 5166.816895
	Iteration 67Q: 3 clusters Score -6114747 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -6114762.500000 Penalty: 5166.816895
	Iteration 68Q: 3 clusters Score -6114762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -6114781.500000 Penalty: 5166.816895
	Iteration 69Q: 3 clusters Score -6114782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -6114804.500000 Penalty: 5166.816895
	Iteration 70Q: 3 clusters Score -6114804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -6114807.000000 Penalty: 5166.816895
	Iteration 71Q: 3 clusters Score -6114807 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -6114829.000000 Penalty: 5166.816895
	Iteration 72Q: 3 clusters Score -6114829 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -6114828.000000 Penalty: 5166.816895
	Iteration 73Q: 3 clusters Score -6114828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -6114824.500000 Penalty: 5166.816895
	Iteration 74Q: 3 clusters Score -6114824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -6114813.000000 Penalty: 5166.816895
	Iteration 75Q: 3 clusters Score -6114813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -6114816.000000 Penalty: 5166.816895
	Iteration 76Q: 3 clusters Score -6114816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -6114817.000000 Penalty: 5166.816895
	Iteration 77Q: 3 clusters Score -6114817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6114834.000000 Penalty: 5166.816895
	Iteration 78Q: 3 clusters Score -6114834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -6114837.500000 Penalty: 5166.816895
	Iteration 79Q: 3 clusters Score -6114838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -6114837.500000 Penalty: 5166.816895
	Iteration 80F: 3 clusters Score -6114838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -6114851.500000 Penalty: 5166.816895
	Iteration 81Q: 3 clusters Score -6114852 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -6114860.000000 Penalty: 5166.816895
	Iteration 82Q: 3 clusters Score -6114860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6114853.500000 Penalty: 5166.816895
	Iteration 83Q: 3 clusters Score -6114854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -6114864.500000 Penalty: 5166.816895
	Iteration 84Q: 3 clusters Score -6114864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -6114869.500000 Penalty: 5166.816895
	Iteration 85Q: 3 clusters Score -6114870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6114872.500000 Penalty: 5166.816895
	Iteration 86Q: 3 clusters Score -6114872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -6114876.500000 Penalty: 5166.816895
	Iteration 87Q: 3 clusters Score -6114876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -6114876.000000 Penalty: 5166.816895
	Iteration 88Q: 3 clusters Score -6114876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -6114885.500000 Penalty: 5166.816895
	Iteration 89Q: 3 clusters Score -6114886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -6114886.000000 Penalty: 5166.816895
	Iteration 90Q: 3 clusters Score -6114886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6114892.000000 Penalty: 5166.816895
	Iteration 91Q: 3 clusters Score -6114892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6114891.000000 Penalty: 5166.816895
	Iteration 92Q: 3 clusters Score -6114891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -6114889.000000 Penalty: 5166.816895
	Iteration 93Q: 3 clusters Score -6114889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -6114883.500000 Penalty: 5166.816895
	Iteration 94Q: 3 clusters Score -6114884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -6114889.000000 Penalty: 5166.816895
	Iteration 95Q: 3 clusters Score -6114889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -6114895.000000 Penalty: 5166.816895
	Iteration 96Q: 3 clusters Score -6114895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -6114899.500000 Penalty: 5166.816895
	Iteration 97Q: 3 clusters Score -6114900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -6114897.000000 Penalty: 5166.816895
	Iteration 98Q: 3 clusters Score -6114897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -6114894.500000 Penalty: 5166.816895
	Iteration 99Q: 3 clusters Score -6114894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -6114893.000000 Penalty: 5166.816895
	Iteration 100F: 3 clusters Score -6114893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -6114896.000000 Penalty: 5166.816895
	Iteration 101Q: 3 clusters Score -6114896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -6114888.500000 Penalty: 5166.816895
	Iteration 102Q: 3 clusters Score -6114888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -6114887.000000 Penalty: 5166.816895
	Iteration 103Q: 3 clusters Score -6114887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -6114881.000000 Penalty: 5166.816895
	Iteration 104Q: 3 clusters Score -6114881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -6114881.500000 Penalty: 5166.816895
	Iteration 105Q: 3 clusters Score -6114882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6114883.500000 Penalty: 5166.816895
	Iteration 106Q: 3 clusters Score -6114884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -6114885.000000 Penalty: 5166.816895
	Iteration 107Q: 3 clusters Score -6114885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -6114888.000000 Penalty: 5166.816895
	Iteration 108Q: 3 clusters Score -6114888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6114888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
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	Iteration 110F: 3 clusters Score -6114888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43845 members 
Entering Unmasked Estep 
Score: -8145017.500000 Penalty: 2650.727051
	Iteration 0F: 2 clusters Score -8145018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -8116166.000000 Penalty: 5301.454102
	Iteration 0F: 3 clusters Score -8116166 nChanged 20192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8127157 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -8127585.500000 Penalty: 5301.454102
	Iteration 2Q: 3 clusters Score -8127586 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -8127961.500000 Penalty: 5301.454102
	Iteration 3Q: 3 clusters Score -8127962 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -8128313.000000 Penalty: 5301.454102
	Iteration 4Q: 3 clusters Score -8128313 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -8128649.500000 Penalty: 5301.454102
	Iteration 5Q: 3 clusters Score -8128650 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -8128987.500000 Penalty: 5301.454102
	Iteration 6Q: 3 clusters Score -8128988 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -8129368.000000 Penalty: 5301.454102
	Iteration 7Q: 3 clusters Score -8129368 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -8129922.500000 Penalty: 5301.454102
	Iteration 8Q: 3 clusters Score -8129922 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -8130586.000000 Penalty: 5301.454102
	Iteration 9Q: 3 clusters Score -8130586 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -8131607.000000 Penalty: 5301.454102
	Iteration 10Q: 3 clusters Score -8131607 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -8133044.500000 Penalty: 5301.454102
	Iteration 11F: 3 clusters Score -8133044 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -8134859.000000 Penalty: 5301.454102
	Iteration 12F: 3 clusters Score -8134859 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -8136892.500000 Penalty: 5301.454102
	Iteration 13F: 3 clusters Score -8136892 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -8138785.000000 Penalty: 5301.454102
	Iteration 14F: 3 clusters Score -8138785 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -8140173.000000 Penalty: 5301.454102
	Iteration 15Q: 3 clusters Score -8140173 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -8141239.000000 Penalty: 5301.454102
	Iteration 16Q: 3 clusters Score -8141239 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -8141888.500000 Penalty: 5301.454102
	Iteration 17Q: 3 clusters Score -8141888 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -8142186.500000 Penalty: 5301.454102
	Iteration 18Q: 3 clusters Score -8142186 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -8142397.500000 Penalty: 5301.454102
	Iteration 19Q: 3 clusters Score -8142398 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8142516.500000 Penalty: 5301.454102
	Iteration 20F: 3 clusters Score -8142516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -8142583.500000 Penalty: 5301.454102
	Iteration 21Q: 3 clusters Score -8142584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -8142628.500000 Penalty: 5301.454102
	Iteration 22Q: 3 clusters Score -8142628 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -8142680.500000 Penalty: 5301.454102
	Iteration 23Q: 3 clusters Score -8142680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -8142689.000000 Penalty: 5301.454102
	Iteration 24Q: 3 clusters Score -8142689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -8142710.500000 Penalty: 5301.454102
	Iteration 25Q: 3 clusters Score -8142710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8142739.000000 Penalty: 5301.454102
	Iteration 26Q: 3 clusters Score -8142739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -8142742.500000 Penalty: 5301.454102
	Iteration 27Q: 3 clusters Score -8142742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -8142756.000000 Penalty: 5301.454102
	Iteration 28Q: 3 clusters Score -8142756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -8142776.000000 Penalty: 5301.454102
	Iteration 29Q: 3 clusters Score -8142776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -8142778.000000 Penalty: 5301.454102
	Iteration 30Q: 3 clusters Score -8142778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -8142782.000000 Penalty: 5301.454102
	Iteration 31Q: 3 clusters Score -8142782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8142788.000000 Penalty: 5301.454102
	Iteration 32Q: 3 clusters Score -8142788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -8142801.000000 Penalty: 5301.454102
	Iteration 33Q: 3 clusters Score -8142801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -8142798.000000 Penalty: 5301.454102
	Iteration 34Q: 3 clusters Score -8142798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -8142811.500000 Penalty: 5301.454102
	Iteration 35Q: 3 clusters Score -8142812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -8142815.500000 Penalty: 5301.454102
	Iteration 36Q: 3 clusters Score -8142816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8142818.000000 Penalty: 5301.454102
	Iteration 37Q: 3 clusters Score -8142818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -8142817.000000 Penalty: 5301.454102
	Iteration 38Q: 3 clusters Score -8142817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -8142822.000000 Penalty: 5301.454102
	Iteration 39Q: 3 clusters Score -8142822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -8142829.000000 Penalty: 5301.454102
	Iteration 40F: 3 clusters Score -8142829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -8142834.000000 Penalty: 5301.454102
	Iteration 41Q: 3 clusters Score -8142834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -8142842.500000 Penalty: 5301.454102
	Iteration 42Q: 3 clusters Score -8142842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -8142841.500000 Penalty: 5301.454102
	Iteration 43Q: 3 clusters Score -8142842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -8142841.500000 Penalty: 5301.454102
	Iteration 44F: 3 clusters Score -8142842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Entering Unmasked Estep 
Score: -120832.625000 Penalty: 1698.041870
	Iteration 0F: 2 clusters Score -120832.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -119045.625000 Penalty: 3396.083740
	Iteration 0F: 3 clusters Score -119045.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -119547.195312 Penalty: 3396.083740
	Iteration 1F: 3 clusters Score -119547.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -119838.492188 Penalty: 3396.083740
	Iteration 2F: 3 clusters Score -119838.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -120011.695312 Penalty: 3396.083740
	Iteration 3F: 3 clusters Score -120011.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -120093.343750 Penalty: 3396.083740
	Iteration 4Q: 3 clusters Score -120093.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -120153.531250 Penalty: 3396.083740
	Iteration 5Q: 3 clusters Score -120153.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -120189.718750 Penalty: 3396.083740
	Iteration 6Q: 3 clusters Score -120189.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -120246.875000 Penalty: 3396.083740
	Iteration 7Q: 3 clusters Score -120246.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -120304.109375 Penalty: 3396.083740
	Iteration 8Q: 3 clusters Score -120304.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -120375.273438 Penalty: 3396.083740
	Iteration 9Q: 3 clusters Score -120375.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -120423.398438 Penalty: 3396.083740
	Iteration 10Q: 3 clusters Score -120423.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -120487.328125 Penalty: 3396.083740
	Iteration 11Q: 3 clusters Score -120487.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -120528.226562 Penalty: 3396.083740
	Iteration 12Q: 3 clusters Score -120528.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -120614.296875 Penalty: 3396.083740
	Iteration 13Q: 3 clusters Score -120614.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -120711.132812 Penalty: 3396.083740
	Iteration 14Q: 3 clusters Score -120711.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -120887.023438 Penalty: 3396.083740
	Iteration 15Q: 3 clusters Score -120887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -121085.640625 Penalty: 3396.083740
	Iteration 16Q: 3 clusters Score -121085.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -121212.890625 Penalty: 3396.083740
	Iteration 17Q: 3 clusters Score -121212.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -121309.734375 Penalty: 3396.083740
	Iteration 18Q: 3 clusters Score -121309.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -121385.328125 Penalty: 3396.083740
	Iteration 19Q: 3 clusters Score -121385.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -121451.921875 Penalty: 3396.083740
	Iteration 20F: 3 clusters Score -121451.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -121494.476562 Penalty: 3396.083740
	Iteration 21Q: 3 clusters Score -121494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121514.484375 Penalty: 3396.083740
	Iteration 22Q: 3 clusters Score -121514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -121525.937500 Penalty: 3396.083740
	Iteration 23Q: 3 clusters Score -121525.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -121541.250000 Penalty: 3396.083740
	Iteration 24Q: 3 clusters Score -121541.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -121549.414062 Penalty: 3396.083740
	Iteration 25Q: 3 clusters Score -121549.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121554.843750 Penalty: 3396.083740
	Iteration 26Q: 3 clusters Score -121554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -121557.367188 Penalty: 3396.083740
	Iteration 27Q: 3 clusters Score -121557.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -121562.148438 Penalty: 3396.083740
	Iteration 28Q: 3 clusters Score -121562.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121565.562500 Penalty: 3396.083740
	Iteration 29Q: 3 clusters Score -121565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -121567.359375 Penalty: 3396.083740
	Iteration 30Q: 3 clusters Score -121567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -121567.359375 Penalty: 3396.083740
	Iteration 31F: 3 clusters Score -121567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 43845 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 43991 members 
Mstep: Class 5 contains 41446 members 
Mstep: Class 6 contains 21160 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43254 members 
Mstep: Class 9 contains 42410 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45091 members 
Mstep: Class 12 contains 46499 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42553 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32133 members 
Mstep: Class 18 contains 46703 members 
Mstep: Class 19 contains 39764 members 
Mstep: Class 20 contains 506 members 
Mstep: Class 21 contains 45737 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43620 members 
Mstep: Class 24 contains 42098 members 
Mstep: Class 25 contains 38323 members 
Entering Unmasked Estep 
Score: -126948056.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126948840.000000 to -126948056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (43991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Entering Unmasked Estep 
Score: -8044597.500000 Penalty: 2651.551514
	Iteration 0F: 2 clusters Score -8044598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -8015089.000000 Penalty: 5303.103027
	Iteration 0F: 3 clusters Score -8015089 nChanged 20246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -8026114.000000 Penalty: 5303.103027
	Iteration 1F: 3 clusters Score -8026114 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -8026594.000000 Penalty: 5303.103027
	Iteration 2Q: 3 clusters Score -8026594 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -8027024.500000 Penalty: 5303.103027
	Iteration 3Q: 3 clusters Score -8027024 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -8027504.000000 Penalty: 5303.103027
	Iteration 4Q: 3 clusters Score -8027504 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -8028128.500000 Penalty: 5303.103027
	Iteration 5Q: 3 clusters Score -8028128 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -8029006.000000 Penalty: 5303.103027
	Iteration 6Q: 3 clusters Score -8029006 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -8030098.000000 Penalty: 5303.103027
	Iteration 7Q: 3 clusters Score -8030098 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -8031450.000000 Penalty: 5303.103027
	Iteration 8Q: 3 clusters Score -8031450 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -8033113.500000 Penalty: 5303.103027
	Iteration 9F: 3 clusters Score -8033114 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -8034856.000000 Penalty: 5303.103027
	Iteration 10F: 3 clusters Score -8034856 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -8036725.000000 Penalty: 5303.103027
	Iteration 11F: 3 clusters Score -8036725 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -8038230.000000 Penalty: 5303.103027
	Iteration 12F: 3 clusters Score -8038230 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -8039117.500000 Penalty: 5303.103027
	Iteration 13Q: 3 clusters Score -8039118 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -8039671.500000 Penalty: 5303.103027
	Iteration 14Q: 3 clusters Score -8039672 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -8040249.500000 Penalty: 5303.103027
	Iteration 15Q: 3 clusters Score -8040250 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -8040668.000000 Penalty: 5303.103027
	Iteration 16Q: 3 clusters Score -8040668 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -8041005.000000 Penalty: 5303.103027
	Iteration 17Q: 3 clusters Score -8041005 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -8041262.000000 Penalty: 5303.103027
	Iteration 18Q: 3 clusters Score -8041262 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -8041478.500000 Penalty: 5303.103027
	Iteration 19Q: 3 clusters Score -8041478 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -8041715.500000 Penalty: 5303.103027
	Iteration 20F: 3 clusters Score -8041716 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -8041924.500000 Penalty: 5303.103027
	Iteration 21Q: 3 clusters Score -8041924 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -8042102.500000 Penalty: 5303.103027
	Iteration 22Q: 3 clusters Score -8042102 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -8042188.000000 Penalty: 5303.103027
	Iteration 23Q: 3 clusters Score -8042188 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -8042303.000000 Penalty: 5303.103027
	Iteration 24Q: 3 clusters Score -8042303 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -8042341.000000 Penalty: 5303.103027
	Iteration 25Q: 3 clusters Score -8042341 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -8042400.000000 Penalty: 5303.103027
	Iteration 26Q: 3 clusters Score -8042400 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -8042491.000000 Penalty: 5303.103027
	Iteration 27Q: 3 clusters Score -8042491 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -8042584.500000 Penalty: 5303.103027
	Iteration 28Q: 3 clusters Score -8042584 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -8042625.000000 Penalty: 5303.103027
	Iteration 29Q: 3 clusters Score -8042625 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -8042687.000000 Penalty: 5303.103027
	Iteration 30Q: 3 clusters Score -8042687 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -8042728.500000 Penalty: 5303.103027
	Iteration 31Q: 3 clusters Score -8042728 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -8042782.500000 Penalty: 5303.103027
	Iteration 32Q: 3 clusters Score -8042782 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -8042828.000000 Penalty: 5303.103027
	Iteration 33Q: 3 clusters Score -8042828 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -8042858.500000 Penalty: 5303.103027
	Iteration 34Q: 3 clusters Score -8042858 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -8042878.500000 Penalty: 5303.103027
	Iteration 35Q: 3 clusters Score -8042878 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -8042911.500000 Penalty: 5303.103027
	Iteration 36Q: 3 clusters Score -8042912 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -8042970.500000 Penalty: 5303.103027
	Iteration 37Q: 3 clusters Score -8042970 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -8042988.000000 Penalty: 5303.103027
	Iteration 38Q: 3 clusters Score -8042988 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -8043038.500000 Penalty: 5303.103027
	Iteration 39Q: 3 clusters Score -8043038 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -8043043.000000 Penalty: 5303.103027
	Iteration 40F: 3 clusters Score -8043043 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -8043077.500000 Penalty: 5303.103027
	Iteration 41Q: 3 clusters Score -8043078 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -8043103.000000 Penalty: 5303.103027
	Iteration 42Q: 3 clusters Score -8043103 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -8043131.500000 Penalty: 5303.103027
	Iteration 43Q: 3 clusters Score -8043132 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -8043144.000000 Penalty: 5303.103027
	Iteration 44Q: 3 clusters Score -8043144 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -8043167.500000 Penalty: 5303.103027
	Iteration 45Q: 3 clusters Score -8043168 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -8043177.000000 Penalty: 5303.103027
	Iteration 46Q: 3 clusters Score -8043177 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -8043190.000000 Penalty: 5303.103027
	Iteration 47Q: 3 clusters Score -8043190 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -8043197.000000 Penalty: 5303.103027
	Iteration 48Q: 3 clusters Score -8043197 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -8043195.000000 Penalty: 5303.103027
	Iteration 49Q: 3 clusters Score -8043195 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -8043208.500000 Penalty: 5303.103027
	Iteration 50Q: 3 clusters Score -8043208 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -8043204.500000 Penalty: 5303.103027
	Iteration 51Q: 3 clusters Score -8043204 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -8043223.000000 Penalty: 5303.103027
	Iteration 52Q: 3 clusters Score -8043223 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -8043220.500000 Penalty: 5303.103027
	Iteration 53Q: 3 clusters Score -8043220 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -8043265.000000 Penalty: 5303.103027
	Iteration 54Q: 3 clusters Score -8043265 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -8043263.500000 Penalty: 5303.103027
	Iteration 55Q: 3 clusters Score -8043264 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -8043278.000000 Penalty: 5303.103027
	Iteration 56Q: 3 clusters Score -8043278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -8043286.000000 Penalty: 5303.103027
	Iteration 57Q: 3 clusters Score -8043286 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -8043296.500000 Penalty: 5303.103027
	Iteration 58Q: 3 clusters Score -8043296 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -8043291.000000 Penalty: 5303.103027
	Iteration 59Q: 3 clusters Score -8043291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -8043323.000000 Penalty: 5303.103027
	Iteration 60F: 3 clusters Score -8043323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -8043323.000000 Penalty: 5303.103027
	Iteration 61Q: 3 clusters Score -8043323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -8043333.000000 Penalty: 5303.103027
	Iteration 62Q: 3 clusters Score -8043333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -8043335.000000 Penalty: 5303.103027
	Iteration 63Q: 3 clusters Score -8043335 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -8043354.000000 Penalty: 5303.103027
	Iteration 64Q: 3 clusters Score -8043354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -8043344.000000 Penalty: 5303.103027
	Iteration 65Q: 3 clusters Score -8043344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -8043348.000000 Penalty: 5303.103027
	Iteration 66Q: 3 clusters Score -8043348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -8043342.000000 Penalty: 5303.103027
	Iteration 67Q: 3 clusters Score -8043342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -8043351.000000 Penalty: 5303.103027
	Iteration 68Q: 3 clusters Score -8043351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -8043362.000000 Penalty: 5303.103027
	Iteration 69Q: 3 clusters Score -8043362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -8043354.500000 Penalty: 5303.103027
	Iteration 70Q: 3 clusters Score -8043354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -8043347.000000 Penalty: 5303.103027
	Iteration 71Q: 3 clusters Score -8043347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -8043350.500000 Penalty: 5303.103027
	Iteration 72Q: 3 clusters Score -8043350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -8043358.000000 Penalty: 5303.103027
	Iteration 73Q: 3 clusters Score -8043358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -8043366.500000 Penalty: 5303.103027
	Iteration 74Q: 3 clusters Score -8043366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -8043366.500000 Penalty: 5303.103027
	Iteration 75Q: 3 clusters Score -8043366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -8043368.500000 Penalty: 5303.103027
	Iteration 76Q: 3 clusters Score -8043368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -8043363.500000 Penalty: 5303.103027
	Iteration 77Q: 3 clusters Score -8043364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -8043371.500000 Penalty: 5303.103027
	Iteration 78Q: 3 clusters Score -8043372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -8043366.500000 Penalty: 5303.103027
	Iteration 79Q: 3 clusters Score -8043366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -8043369.500000 Penalty: 5303.103027
	Iteration 80F: 3 clusters Score -8043370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -8043373.000000 Penalty: 5303.103027
	Iteration 81Q: 3 clusters Score -8043373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -8043377.500000 Penalty: 5303.103027
	Iteration 82Q: 3 clusters Score -8043378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -8043378.500000 Penalty: 5303.103027
	Iteration 83Q: 3 clusters Score -8043378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -8043378.000000 Penalty: 5303.103027
	Iteration 84Q: 3 clusters Score -8043378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -8043378.000000 Penalty: 5303.103027
	Iteration 85F: 3 clusters Score -8043378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Entering Unmasked Estep 
Score: -7638389.500000 Penalty: 2636.772461
	Iteration 0F: 2 clusters Score -7638390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -7610549.000000 Penalty: 5273.544922
	Iteration 0F: 3 clusters Score -7610549 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -7621313.500000 Penalty: 5273.544922
	Iteration 1F: 3 clusters Score -7621314 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -7622421.500000 Penalty: 5273.544922
	Iteration 2Q: 3 clusters Score -7622422 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -7623642.500000 Penalty: 5273.544922
	Iteration 3Q: 3 clusters Score -7623642 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -7625047.500000 Penalty: 5273.544922
	Iteration 4F: 3 clusters Score -7625048 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -7626282.500000 Penalty: 5273.544922
	Iteration 5F: 3 clusters Score -7626282 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -7627431.000000 Penalty: 5273.544922
	Iteration 6F: 3 clusters Score -7627431 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -7628491.500000 Penalty: 5273.544922
	Iteration 7F: 3 clusters Score -7628492 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -7629510.500000 Penalty: 5273.544922
	Iteration 8F: 3 clusters Score -7629510 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -7630451.000000 Penalty: 5273.544922
	Iteration 9Q: 3 clusters Score -7630451 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -7631164.000000 Penalty: 5273.544922
	Iteration 10Q: 3 clusters Score -7631164 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -7631674.500000 Penalty: 5273.544922
	Iteration 11Q: 3 clusters Score -7631674 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -7632019.000000 Penalty: 5273.544922
	Iteration 12Q: 3 clusters Score -7632019 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -7632311.500000 Penalty: 5273.544922
	Iteration 13Q: 3 clusters Score -7632312 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -7632522.500000 Penalty: 5273.544922
	Iteration 14Q: 3 clusters Score -7632522 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -7632766.000000 Penalty: 5273.544922
	Iteration 15Q: 3 clusters Score -7632766 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -7632950.500000 Penalty: 5273.544922
	Iteration 16Q: 3 clusters Score -7632950 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -7633222.000000 Penalty: 5273.544922
	Iteration 17Q: 3 clusters Score -7633222 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -7633460.000000 Penalty: 5273.544922
	Iteration 18Q: 3 clusters Score -7633460 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -7633691.500000 Penalty: 5273.544922
	Iteration 19Q: 3 clusters Score -7633692 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -7633892.000000 Penalty: 5273.544922
	Iteration 20F: 3 clusters Score -7633892 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -7634133.500000 Penalty: 5273.544922
	Iteration 21Q: 3 clusters Score -7634134 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -7634340.500000 Penalty: 5273.544922
	Iteration 22Q: 3 clusters Score -7634340 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -7634531.000000 Penalty: 5273.544922
	Iteration 23Q: 3 clusters Score -7634531 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -7634722.500000 Penalty: 5273.544922
	Iteration 24Q: 3 clusters Score -7634722 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -7634904.000000 Penalty: 5273.544922
	Iteration 25Q: 3 clusters Score -7634904 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -7635093.000000 Penalty: 5273.544922
	Iteration 26Q: 3 clusters Score -7635093 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -7635285.000000 Penalty: 5273.544922
	Iteration 27Q: 3 clusters Score -7635285 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -7635464.500000 Penalty: 5273.544922
	Iteration 28Q: 3 clusters Score -7635464 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -7635654.000000 Penalty: 5273.544922
	Iteration 29Q: 3 clusters Score -7635654 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -7635804.500000 Penalty: 5273.544922
	Iteration 30Q: 3 clusters Score -7635804 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -7635974.000000 Penalty: 5273.544922
	Iteration 31Q: 3 clusters Score -7635974 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -7636129.500000 Penalty: 5273.544922
	Iteration 32Q: 3 clusters Score -7636130 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -7636240.000000 Penalty: 5273.544922
	Iteration 33Q: 3 clusters Score -7636240 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -7636347.500000 Penalty: 5273.544922
	Iteration 34Q: 3 clusters Score -7636348 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -7636455.000000 Penalty: 5273.544922
	Iteration 35Q: 3 clusters Score -7636455 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -7636550.000000 Penalty: 5273.544922
	Iteration 36Q: 3 clusters Score -7636550 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -7636703.000000 Penalty: 5273.544922
	Iteration 37Q: 3 clusters Score -7636703 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -7636778.500000 Penalty: 5273.544922
	Iteration 38Q: 3 clusters Score -7636778 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -7636866.000000 Penalty: 5273.544922
	Iteration 39Q: 3 clusters Score -7636866 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -7636951.000000 Penalty: 5273.544922
	Iteration 40F: 3 clusters Score -7636951 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -7636981.000000 Penalty: 5273.544922
	Iteration 41Q: 3 clusters Score -7636981 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -7637019.000000 Penalty: 5273.544922
	Iteration 42Q: 3 clusters Score -7637019 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -7637066.500000 Penalty: 5273.544922
	Iteration 43Q: 3 clusters Score -7637066 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -7637105.500000 Penalty: 5273.544922
	Iteration 44Q: 3 clusters Score -7637106 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -7637126.000000 Penalty: 5273.544922
	Iteration 45Q: 3 clusters Score -7637126 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -7637165.500000 Penalty: 5273.544922
	Iteration 46Q: 3 clusters Score -7637166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -7637218.000000 Penalty: 5273.544922
	Iteration 47Q: 3 clusters Score -7637218 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7637246.500000 Penalty: 5273.544922
	Iteration 48Q: 3 clusters Score -7637246 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -7637272.500000 Penalty: 5273.544922
	Iteration 49Q: 3 clusters Score -7637272 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -7637288.000000 Penalty: 5273.544922
	Iteration 50Q: 3 clusters Score -7637288 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -7637308.500000 Penalty: 5273.544922
	Iteration 51Q: 3 clusters Score -7637308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -7637316.500000 Penalty: 5273.544922
	Iteration 52Q: 3 clusters Score -7637316 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -7637308.500000 Penalty: 5273.544922
	Iteration 53Q: 3 clusters Score -7637308 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -7637324.000000 Penalty: 5273.544922
	Iteration 54Q: 3 clusters Score -7637324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -7637342.500000 Penalty: 5273.544922
	Iteration 55Q: 3 clusters Score -7637342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7637351.000000 Penalty: 5273.544922
	Iteration 56Q: 3 clusters Score -7637351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -7637366.500000 Penalty: 5273.544922
	Iteration 57Q: 3 clusters Score -7637366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -7637375.500000 Penalty: 5273.544922
	Iteration 58Q: 3 clusters Score -7637376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -7637370.500000 Penalty: 5273.544922
	Iteration 59Q: 3 clusters Score -7637370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7637380.500000 Penalty: 5273.544922
	Iteration 60F: 3 clusters Score -7637380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7637373.000000 Penalty: 5273.544922
	Iteration 61Q: 3 clusters Score -7637373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -7637366.500000 Penalty: 5273.544922
	Iteration 62Q: 3 clusters Score -7637366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -7637388.500000 Penalty: 5273.544922
	Iteration 63Q: 3 clusters Score -7637388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7637389.000000 Penalty: 5273.544922
	Iteration 64Q: 3 clusters Score -7637389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -7637378.000000 Penalty: 5273.544922
	Iteration 65Q: 3 clusters Score -7637378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -7637378.500000 Penalty: 5273.544922
	Iteration 66Q: 3 clusters Score -7637378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -7637382.500000 Penalty: 5273.544922
	Iteration 67Q: 3 clusters Score -7637382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -7637387.500000 Penalty: 5273.544922
	Iteration 68Q: 3 clusters Score -7637388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -7637388.000000 Penalty: 5273.544922
	Iteration 69Q: 3 clusters Score -7637388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7637395.000000 Penalty: 5273.544922
	Iteration 70Q: 3 clusters Score -7637395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -7637392.000000 Penalty: 5273.544922
	Iteration 71Q: 3 clusters Score -7637392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -7637396.500000 Penalty: 5273.544922
	Iteration 72Q: 3 clusters Score -7637396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -7637399.000000 Penalty: 5273.544922
	Iteration 73Q: 3 clusters Score -7637399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -7637406.000000 Penalty: 5273.544922
	Iteration 74Q: 3 clusters Score -7637406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -7637402.500000 Penalty: 5273.544922
	Iteration 75Q: 3 clusters Score -7637402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -7637406.500000 Penalty: 5273.544922
	Iteration 76Q: 3 clusters Score -7637406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7637413.000000 Penalty: 5273.544922
	Iteration 77Q: 3 clusters Score -7637413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -7637418.500000 Penalty: 5273.544922
	Iteration 78Q: 3 clusters Score -7637418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7637416.000000 Penalty: 5273.544922
	Iteration 79Q: 3 clusters Score -7637416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7637418.000000 Penalty: 5273.544922
	Iteration 80F: 3 clusters Score -7637418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -7637416.000000 Penalty: 5273.544922
	Iteration 81Q: 3 clusters Score -7637416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7637414.500000 Penalty: 5273.544922
	Iteration 82Q: 3 clusters Score -7637414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7637423.500000 Penalty: 5273.544922
	Iteration 83Q: 3 clusters Score -7637424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7637424.000000 Penalty: 5273.544922
	Iteration 84Q: 3 clusters Score -7637424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -7637427.000000 Penalty: 5273.544922
	Iteration 85Q: 3 clusters Score -7637427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7637437.000000 Penalty: 5273.544922
	Iteration 86Q: 3 clusters Score -7637437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -7637433.000000 Penalty: 5273.544922
	Iteration 87Q: 3 clusters Score -7637433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -7637431.000000 Penalty: 5273.544922
	Iteration 88Q: 3 clusters Score -7637431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -7637427.000000 Penalty: 5273.544922
	Iteration 89Q: 3 clusters Score -7637427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -7637430.500000 Penalty: 5273.544922
	Iteration 90Q: 3 clusters Score -7637430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7637429.000000 Penalty: 5273.544922
	Iteration 91Q: 3 clusters Score -7637429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7637431.000000 Penalty: 5273.544922
	Iteration 92Q: 3 clusters Score -7637431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -7637427.500000 Penalty: 5273.544922
	Iteration 93Q: 3 clusters Score -7637428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -7637427.500000 Penalty: 5273.544922
	Iteration 94F: 3 clusters Score -7637428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Entering Unmasked Estep 
Score: -3908426.000000 Penalty: 2470.047119
	Iteration 0F: 2 clusters Score -3908426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -3893600.250000 Penalty: 4940.094238
	Iteration 0F: 3 clusters Score -3893600 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -3898685.000000 Penalty: 4940.094238
	Iteration 1F: 3 clusters Score -3898685 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3899056.500000 Penalty: 4940.094238
	Iteration 2F: 3 clusters Score -3899056 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -3899333.750000 Penalty: 4940.094238
	Iteration 3Q: 3 clusters Score -3899334 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -3899613.000000 Penalty: 4940.094238
	Iteration 4Q: 3 clusters Score -3899613 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -3899906.500000 Penalty: 4940.094238
	Iteration 5Q: 3 clusters Score -3899906 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -3900234.250000 Penalty: 4940.094238
	Iteration 6Q: 3 clusters Score -3900234 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -3900591.250000 Penalty: 4940.094238
	Iteration 7Q: 3 clusters Score -3900591 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -3900986.250000 Penalty: 4940.094238
	Iteration 8Q: 3 clusters Score -3900986 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -3901446.000000 Penalty: 4940.094238
	Iteration 9Q: 3 clusters Score -3901446 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3901992.500000 Penalty: 4940.094238
	Iteration 10Q: 3 clusters Score -3901992 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3902665.750000 Penalty: 4940.094238
	Iteration 11Q: 3 clusters Score -3902666 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3903335.750000 Penalty: 4940.094238
	Iteration 12Q: 3 clusters Score -3903336 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3903870.500000 Penalty: 4940.094238
	Iteration 13Q: 3 clusters Score -3903870 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -3904196.250000 Penalty: 4940.094238
	Iteration 14Q: 3 clusters Score -3904196 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3904369.250000 Penalty: 4940.094238
	Iteration 15Q: 3 clusters Score -3904369 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3904467.000000 Penalty: 4940.094238
	Iteration 16Q: 3 clusters Score -3904467 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3904531.750000 Penalty: 4940.094238
	Iteration 17Q: 3 clusters Score -3904532 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3904606.500000 Penalty: 4940.094238
	Iteration 18Q: 3 clusters Score -3904606 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -3904691.000000 Penalty: 4940.094238
	Iteration 19Q: 3 clusters Score -3904691 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -3904772.750000 Penalty: 4940.094238
	Iteration 20F: 3 clusters Score -3904773 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3904840.000000 Penalty: 4940.094238
	Iteration 21Q: 3 clusters Score -3904840 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3904884.750000 Penalty: 4940.094238
	Iteration 22Q: 3 clusters Score -3904885 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3904932.000000 Penalty: 4940.094238
	Iteration 23Q: 3 clusters Score -3904932 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3904949.000000 Penalty: 4940.094238
	Iteration 24Q: 3 clusters Score -3904949 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3904979.750000 Penalty: 4940.094238
	Iteration 25Q: 3 clusters Score -3904980 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3905017.250000 Penalty: 4940.094238
	Iteration 26Q: 3 clusters Score -3905017 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3905036.250000 Penalty: 4940.094238
	Iteration 27Q: 3 clusters Score -3905036 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3905066.500000 Penalty: 4940.094238
	Iteration 28Q: 3 clusters Score -3905066 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -3905085.250000 Penalty: 4940.094238
	Iteration 29Q: 3 clusters Score -3905085 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3905125.250000 Penalty: 4940.094238
	Iteration 30Q: 3 clusters Score -3905125 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -3905156.750000 Penalty: 4940.094238
	Iteration 31Q: 3 clusters Score -3905157 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -3905182.750000 Penalty: 4940.094238
	Iteration 32Q: 3 clusters Score -3905183 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -3905229.750000 Penalty: 4940.094238
	Iteration 33Q: 3 clusters Score -3905230 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3905280.500000 Penalty: 4940.094238
	Iteration 34Q: 3 clusters Score -3905280 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -3905293.000000 Penalty: 4940.094238
	Iteration 35Q: 3 clusters Score -3905293 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -3905321.250000 Penalty: 4940.094238
	Iteration 36Q: 3 clusters Score -3905321 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -3905376.000000 Penalty: 4940.094238
	Iteration 37Q: 3 clusters Score -3905376 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -3905409.500000 Penalty: 4940.094238
	Iteration 38Q: 3 clusters Score -3905410 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -3905461.500000 Penalty: 4940.094238
	Iteration 39Q: 3 clusters Score -3905462 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3905494.250000 Penalty: 4940.094238
	Iteration 40F: 3 clusters Score -3905494 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -3905560.000000 Penalty: 4940.094238
	Iteration 41Q: 3 clusters Score -3905560 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -3905631.250000 Penalty: 4940.094238
	Iteration 42Q: 3 clusters Score -3905631 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3905690.250000 Penalty: 4940.094238
	Iteration 43Q: 3 clusters Score -3905690 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3905749.500000 Penalty: 4940.094238
	Iteration 44Q: 3 clusters Score -3905750 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -3905819.750000 Penalty: 4940.094238
	Iteration 45Q: 3 clusters Score -3905820 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -3905859.500000 Penalty: 4940.094238
	Iteration 46Q: 3 clusters Score -3905860 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3905902.500000 Penalty: 4940.094238
	Iteration 47Q: 3 clusters Score -3905902 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3905937.750000 Penalty: 4940.094238
	Iteration 48Q: 3 clusters Score -3905938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -3905970.250000 Penalty: 4940.094238
	Iteration 49Q: 3 clusters Score -3905970 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -3905992.500000 Penalty: 4940.094238
	Iteration 50Q: 3 clusters Score -3905992 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -3906028.250000 Penalty: 4940.094238
	Iteration 51Q: 3 clusters Score -3906028 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3906060.500000 Penalty: 4940.094238
	Iteration 52Q: 3 clusters Score -3906060 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3906097.500000 Penalty: 4940.094238
	Iteration 53Q: 3 clusters Score -3906098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3906127.500000 Penalty: 4940.094238
	Iteration 54Q: 3 clusters Score -3906128 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3906155.500000 Penalty: 4940.094238
	Iteration 55Q: 3 clusters Score -3906156 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3906196.000000 Penalty: 4940.094238
	Iteration 56Q: 3 clusters Score -3906196 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -3906218.500000 Penalty: 4940.094238
	Iteration 57Q: 3 clusters Score -3906218 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -3906258.000000 Penalty: 4940.094238
	Iteration 58Q: 3 clusters Score -3906258 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3906278.250000 Penalty: 4940.094238
	Iteration 59Q: 3 clusters Score -3906278 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -3906287.500000 Penalty: 4940.094238
	Iteration 60F: 3 clusters Score -3906288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3906303.000000 Penalty: 4940.094238
	Iteration 61Q: 3 clusters Score -3906303 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3906314.000000 Penalty: 4940.094238
	Iteration 62Q: 3 clusters Score -3906314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -3906335.000000 Penalty: 4940.094238
	Iteration 63Q: 3 clusters Score -3906335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3906345.000000 Penalty: 4940.094238
	Iteration 64Q: 3 clusters Score -3906345 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -3906349.250000 Penalty: 4940.094238
	Iteration 65Q: 3 clusters Score -3906349 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3906360.750000 Penalty: 4940.094238
	Iteration 66Q: 3 clusters Score -3906361 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3906375.000000 Penalty: 4940.094238
	Iteration 67Q: 3 clusters Score -3906375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3906377.250000 Penalty: 4940.094238
	Iteration 68Q: 3 clusters Score -3906377 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3906380.750000 Penalty: 4940.094238
	Iteration 69Q: 3 clusters Score -3906381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3906405.000000 Penalty: 4940.094238
	Iteration 70Q: 3 clusters Score -3906405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -3906404.250000 Penalty: 4940.094238
	Iteration 71Q: 3 clusters Score -3906404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3906414.000000 Penalty: 4940.094238
	Iteration 72Q: 3 clusters Score -3906414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -3906417.000000 Penalty: 4940.094238
	Iteration 73Q: 3 clusters Score -3906417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3906427.500000 Penalty: 4940.094238
	Iteration 74Q: 3 clusters Score -3906428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -3906427.250000 Penalty: 4940.094238
	Iteration 75Q: 3 clusters Score -3906427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -3906432.750000 Penalty: 4940.094238
	Iteration 76Q: 3 clusters Score -3906433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -3906433.250000 Penalty: 4940.094238
	Iteration 77Q: 3 clusters Score -3906433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3906432.000000 Penalty: 4940.094238
	Iteration 78Q: 3 clusters Score -3906432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -3906447.500000 Penalty: 4940.094238
	Iteration 79Q: 3 clusters Score -3906448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -3906458.000000 Penalty: 4940.094238
	Iteration 80F: 3 clusters Score -3906458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -3906471.000000 Penalty: 4940.094238
	Iteration 81Q: 3 clusters Score -3906471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -3906476.000000 Penalty: 4940.094238
	Iteration 82Q: 3 clusters Score -3906476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3906472.500000 Penalty: 4940.094238
	Iteration 83Q: 3 clusters Score -3906472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -3906473.250000 Penalty: 4940.094238
	Iteration 84Q: 3 clusters Score -3906473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3906482.750000 Penalty: 4940.094238
	Iteration 85Q: 3 clusters Score -3906483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -3906481.250000 Penalty: 4940.094238
	Iteration 86Q: 3 clusters Score -3906481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3906482.500000 Penalty: 4940.094238
	Iteration 87Q: 3 clusters Score -3906482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3906482.250000 Penalty: 4940.094238
	Iteration 88Q: 3 clusters Score -3906482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -3906481.750000 Penalty: 4940.094238
	Iteration 89Q: 3 clusters Score -3906482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3906481.500000 Penalty: 4940.094238
	Iteration 90Q: 3 clusters Score -3906482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -3906488.500000 Penalty: 4940.094238
	Iteration 91Q: 3 clusters Score -3906488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -3906491.750000 Penalty: 4940.094238
	Iteration 92Q: 3 clusters Score -3906492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -3906494.000000 Penalty: 4940.094238
	Iteration 93Q: 3 clusters Score -3906494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3906488.750000 Penalty: 4940.094238
	Iteration 94Q: 3 clusters Score -3906489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3906488.750000 Penalty: 4940.094238
	Iteration 95F: 3 clusters Score -3906489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -50569.699219 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -50569.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49289.679688 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -49289.68 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49719.671875 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -49719.67 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50206.140625 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -50206.14 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -50668.507812 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -50668.51 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -51032.148438 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -51032.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -51167.878906 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -51167.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51236.972656 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -51236.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -51309.042969 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -51309.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -51319.121094 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -51319.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51329.140625 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -51329.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -51356.734375 Penalty: 3118.777832
	Iteration 10F: 3 clusters Score -51356.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -51534.515625 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -51534.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -51599.554688 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -51599.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -51628.250000 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -51628.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51635.957031 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -51635.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -51635.957031 Penalty: 3118.777832
	Iteration 15F: 3 clusters Score -51635.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 43845 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43991 members 
Mstep: Class 5 contains 41446 members 
Mstep: Class 6 contains 21160 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 43254 members 
Mstep: Class 9 contains 42410 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45091 members 
Mstep: Class 12 contains 46499 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42553 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32133 members 
Mstep: Class 18 contains 46703 members 
Mstep: Class 19 contains 39764 members 
Mstep: Class 20 contains 183 members 
Mstep: Class 21 contains 45737 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43620 members 
Mstep: Class 24 contains 42098 members 
Mstep: Class 25 contains 38323 members 
Entering Unmasked Estep 
Score: -126948200.000000 Penalty: 83433.343750
Splitting cluster 7 changes total score from -126948840.000000 to -126948200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (43254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Entering Unmasked Estep 
Score: -8003390.500000 Penalty: 2647.361572
	Iteration 0F: 2 clusters Score -8003390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -7974765.500000 Penalty: 5294.723145
	Iteration 0F: 3 clusters Score -7974766 nChanged 19862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -7985733.500000 Penalty: 5294.723145
	Iteration 1F: 3 clusters Score -7985734 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -7986226.000000 Penalty: 5294.723145
	Iteration 2Q: 3 clusters Score -7986226 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -7986767.000000 Penalty: 5294.723145
	Iteration 3Q: 3 clusters Score -7986767 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -7987411.000000 Penalty: 5294.723145
	Iteration 4Q: 3 clusters Score -7987411 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -7988324.000000 Penalty: 5294.723145
	Iteration 5Q: 3 clusters Score -7988324 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -7989646.000000 Penalty: 5294.723145
	Iteration 6F: 3 clusters Score -7989646 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -7991587.000000 Penalty: 5294.723145
	Iteration 7F: 3 clusters Score -7991587 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -7993942.000000 Penalty: 5294.723145
	Iteration 8F: 3 clusters Score -7993942 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -7996167.500000 Penalty: 5294.723145
	Iteration 9F: 3 clusters Score -7996168 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -7997886.500000 Penalty: 5294.723145
	Iteration 10Q: 3 clusters Score -7997886 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -7999031.000000 Penalty: 5294.723145
	Iteration 11Q: 3 clusters Score -7999031 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -7999763.000000 Penalty: 5294.723145
	Iteration 12Q: 3 clusters Score -7999763 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -8000124.500000 Penalty: 5294.723145
	Iteration 13Q: 3 clusters Score -8000124 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -8000368.000000 Penalty: 5294.723145
	Iteration 14Q: 3 clusters Score -8000368 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -8000541.000000 Penalty: 5294.723145
	Iteration 15Q: 3 clusters Score -8000541 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -8000627.000000 Penalty: 5294.723145
	Iteration 16Q: 3 clusters Score -8000627 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -8000694.500000 Penalty: 5294.723145
	Iteration 17Q: 3 clusters Score -8000694 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -8000732.000000 Penalty: 5294.723145
	Iteration 18Q: 3 clusters Score -8000732 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -8000773.000000 Penalty: 5294.723145
	Iteration 19Q: 3 clusters Score -8000773 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -8000798.500000 Penalty: 5294.723145
	Iteration 20F: 3 clusters Score -8000798 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -8000819.500000 Penalty: 5294.723145
	Iteration 21Q: 3 clusters Score -8000820 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -8000832.000000 Penalty: 5294.723145
	Iteration 22Q: 3 clusters Score -8000832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -8000849.500000 Penalty: 5294.723145
	Iteration 23Q: 3 clusters Score -8000850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8000859.500000 Penalty: 5294.723145
	Iteration 24Q: 3 clusters Score -8000860 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -8000875.000000 Penalty: 5294.723145
	Iteration 25Q: 3 clusters Score -8000875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -8000878.500000 Penalty: 5294.723145
	Iteration 26Q: 3 clusters Score -8000878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -8000884.000000 Penalty: 5294.723145
	Iteration 27Q: 3 clusters Score -8000884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -8000887.500000 Penalty: 5294.723145
	Iteration 28Q: 3 clusters Score -8000888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8000887.000000 Penalty: 5294.723145
	Iteration 29Q: 3 clusters Score -8000887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -8000892.000000 Penalty: 5294.723145
	Iteration 30Q: 3 clusters Score -8000892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -8000884.000000 Penalty: 5294.723145
	Iteration 31Q: 3 clusters Score -8000884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -8000878.500000 Penalty: 5294.723145
	Iteration 32Q: 3 clusters Score -8000878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -8000878.000000 Penalty: 5294.723145
	Iteration 33Q: 3 clusters Score -8000878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -8000886.500000 Penalty: 5294.723145
	Iteration 34Q: 3 clusters Score -8000886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -8000888.000000 Penalty: 5294.723145
	Iteration 35Q: 3 clusters Score -8000888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -8000890.000000 Penalty: 5294.723145
	Iteration 36Q: 3 clusters Score -8000890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -8000882.000000 Penalty: 5294.723145
	Iteration 37Q: 3 clusters Score -8000882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8000878.500000 Penalty: 5294.723145
	Iteration 38Q: 3 clusters Score -8000878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8000880.000000 Penalty: 5294.723145
	Iteration 39Q: 3 clusters Score -8000880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -8000878.000000 Penalty: 5294.723145
	Iteration 40F: 3 clusters Score -8000878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8000883.000000 Penalty: 5294.723145
	Iteration 41Q: 3 clusters Score -8000883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8000886.000000 Penalty: 5294.723145
	Iteration 42Q: 3 clusters Score -8000886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -8000883.000000 Penalty: 5294.723145
	Iteration 43Q: 3 clusters Score -8000883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -8000877.500000 Penalty: 5294.723145
	Iteration 44Q: 3 clusters Score -8000878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -8000875.000000 Penalty: 5294.723145
	Iteration 45Q: 3 clusters Score -8000875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -8000879.000000 Penalty: 5294.723145
	Iteration 46Q: 3 clusters Score -8000879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -8000879.500000 Penalty: 5294.723145
	Iteration 47Q: 3 clusters Score -8000880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -8000887.500000 Penalty: 5294.723145
	Iteration 48Q: 3 clusters Score -8000888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -8000888.000000 Penalty: 5294.723145
	Iteration 49Q: 3 clusters Score -8000888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -8000890.000000 Penalty: 5294.723145
	Iteration 50Q: 3 clusters Score -8000890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -8000886.500000 Penalty: 5294.723145
	Iteration 51Q: 3 clusters Score -8000886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -8000890.500000 Penalty: 5294.723145
	Iteration 52Q: 3 clusters Score -8000890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -8000896.000000 Penalty: 5294.723145
	Iteration 53Q: 3 clusters Score -8000896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -8000893.000000 Penalty: 5294.723145
	Iteration 54Q: 3 clusters Score -8000893 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8000907.000000 Penalty: 5294.723145
	Iteration 55Q: 3 clusters Score -8000907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -8000908.000000 Penalty: 5294.723145
	Iteration 56Q: 3 clusters Score -8000908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -8000906.500000 Penalty: 5294.723145
	Iteration 57Q: 3 clusters Score -8000906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -8000914.500000 Penalty: 5294.723145
	Iteration 58Q: 3 clusters Score -8000914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -8000919.500000 Penalty: 5294.723145
	Iteration 59Q: 3 clusters Score -8000920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -8000916.000000 Penalty: 5294.723145
	Iteration 60F: 3 clusters Score -8000916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -8000916.000000 Penalty: 5294.723145
	Iteration 61Q: 3 clusters Score -8000916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -8000914.000000 Penalty: 5294.723145
	Iteration 62Q: 3 clusters Score -8000914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -8000909.000000 Penalty: 5294.723145
	Iteration 63Q: 3 clusters Score -8000909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -8000909.000000 Penalty: 5294.723145
	Iteration 64F: 3 clusters Score -8000909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Entering Unmasked Estep 
Score: -7848268.500000 Penalty: 2642.474609
	Iteration 0F: 2 clusters Score -7848268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -7819991.500000 Penalty: 5284.949219
	Iteration 0F: 3 clusters Score -7819992 nChanged 19310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -7830963.500000 Penalty: 5284.949219
	Iteration 1F: 3 clusters Score -7830964 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -7831946.500000 Penalty: 5284.949219
	Iteration 2Q: 3 clusters Score -7831946 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -7833246.500000 Penalty: 5284.949219
	Iteration 3F: 3 clusters Score -7833246 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -7834844.000000 Penalty: 5284.949219
	Iteration 4F: 3 clusters Score -7834844 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -7836583.000000 Penalty: 5284.949219
	Iteration 5F: 3 clusters Score -7836583 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -7838413.500000 Penalty: 5284.949219
	Iteration 6F: 3 clusters Score -7838414 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -7839975.500000 Penalty: 5284.949219
	Iteration 7F: 3 clusters Score -7839976 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -7841362.500000 Penalty: 5284.949219
	Iteration 8F: 3 clusters Score -7841362 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -7842182.500000 Penalty: 5284.949219
	Iteration 9Q: 3 clusters Score -7842182 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -7842656.000000 Penalty: 5284.949219
	Iteration 10Q: 3 clusters Score -7842656 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -7842959.500000 Penalty: 5284.949219
	Iteration 11Q: 3 clusters Score -7842960 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -7843127.500000 Penalty: 5284.949219
	Iteration 12Q: 3 clusters Score -7843128 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -7843269.000000 Penalty: 5284.949219
	Iteration 13Q: 3 clusters Score -7843269 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -7843322.500000 Penalty: 5284.949219
	Iteration 14Q: 3 clusters Score -7843322 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -7843396.000000 Penalty: 5284.949219
	Iteration 15Q: 3 clusters Score -7843396 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -7843488.000000 Penalty: 5284.949219
	Iteration 16Q: 3 clusters Score -7843488 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -7843535.500000 Penalty: 5284.949219
	Iteration 17Q: 3 clusters Score -7843536 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -7843569.500000 Penalty: 5284.949219
	Iteration 18Q: 3 clusters Score -7843570 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -7843597.000000 Penalty: 5284.949219
	Iteration 19Q: 3 clusters Score -7843597 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -7843617.000000 Penalty: 5284.949219
	Iteration 20F: 3 clusters Score -7843617 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -7843643.000000 Penalty: 5284.949219
	Iteration 21Q: 3 clusters Score -7843643 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -7843658.000000 Penalty: 5284.949219
	Iteration 22Q: 3 clusters Score -7843658 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -7843685.500000 Penalty: 5284.949219
	Iteration 23Q: 3 clusters Score -7843686 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -7843691.000000 Penalty: 5284.949219
	Iteration 24Q: 3 clusters Score -7843691 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -7843719.500000 Penalty: 5284.949219
	Iteration 25Q: 3 clusters Score -7843720 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -7843764.000000 Penalty: 5284.949219
	Iteration 26Q: 3 clusters Score -7843764 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -7843801.000000 Penalty: 5284.949219
	Iteration 27Q: 3 clusters Score -7843801 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -7843843.000000 Penalty: 5284.949219
	Iteration 28Q: 3 clusters Score -7843843 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -7843882.000000 Penalty: 5284.949219
	Iteration 29Q: 3 clusters Score -7843882 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -7843901.000000 Penalty: 5284.949219
	Iteration 30Q: 3 clusters Score -7843901 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -7843920.000000 Penalty: 5284.949219
	Iteration 31Q: 3 clusters Score -7843920 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -7843955.500000 Penalty: 5284.949219
	Iteration 32Q: 3 clusters Score -7843956 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -7843981.000000 Penalty: 5284.949219
	Iteration 33Q: 3 clusters Score -7843981 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -7844004.500000 Penalty: 5284.949219
	Iteration 34Q: 3 clusters Score -7844004 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -7844032.500000 Penalty: 5284.949219
	Iteration 35Q: 3 clusters Score -7844032 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7844097 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7844152 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7844204 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7844250 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -7844274.000000 Penalty: 5284.949219
	Iteration 40F: 3 clusters Score -7844274 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7844283 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -7844313.500000 Penalty: 5284.949219
	Iteration 42Q: 3 clusters Score -7844314 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7844354 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7844401 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7844432 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7844450 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7844480 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -7844527.000000 Penalty: 5284.949219
	Iteration 48Q: 3 clusters Score -7844527 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -7844528.500000 Penalty: 5284.949219
	Iteration 49Q: 3 clusters Score -7844528 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -7844584.500000 Penalty: 5284.949219
	Iteration 50Q: 3 clusters Score -7844584 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7844618 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -7844661.500000 Penalty: 5284.949219
	Iteration 52Q: 3 clusters Score -7844662 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -7844702.000000 Penalty: 5284.949219
	Iteration 53Q: 3 clusters Score -7844702 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -7844734.500000 Penalty: 5284.949219
	Iteration 54Q: 3 clusters Score -7844734 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -7844754.000000 Penalty: 5284.949219
	Iteration 55Q: 3 clusters Score -7844754 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7844794 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7844844 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -7844910.500000 Penalty: 5284.949219
	Iteration 58Q: 3 clusters Score -7844910 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7844967 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -7845006.000000 Penalty: 5284.949219
	Iteration 60F: 3 clusters Score -7845006 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -7845046.000000 Penalty: 5284.949219
	Iteration 61Q: 3 clusters Score -7845046 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7845084 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -7845110.000000 Penalty: 5284.949219
	Iteration 63Q: 3 clusters Score -7845110 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -7845131.000000 Penalty: 5284.949219
	Iteration 64Q: 3 clusters Score -7845131 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -7845164.000000 Penalty: 5284.949219
	Iteration 65Q: 3 clusters Score -7845164 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7845198 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -7845244.000000 Penalty: 5284.949219
	Iteration 67Q: 3 clusters Score -7845244 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -7845243.000000 Penalty: 5284.949219
	Iteration 68Q: 3 clusters Score -7845243 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -7845252.000000 Penalty: 5284.949219
	Iteration 69Q: 3 clusters Score -7845252 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -7845296.000000 Penalty: 5284.949219
	Iteration 70Q: 3 clusters Score -7845296 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -7845321.000000 Penalty: 5284.949219
	Iteration 71Q: 3 clusters Score -7845321 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -7845341.000000 Penalty: 5284.949219
	Iteration 72Q: 3 clusters Score -7845341 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -7845353.500000 Penalty: 5284.949219
	Iteration 73Q: 3 clusters Score -7845354 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -7845388.500000 Penalty: 5284.949219
	Iteration 74Q: 3 clusters Score -7845388 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7845393.500000 Penalty: 5284.949219
	Iteration 75Q: 3 clusters Score -7845394 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -7845419.500000 Penalty: 5284.949219
	Iteration 76Q: 3 clusters Score -7845420 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -7845428.000000 Penalty: 5284.949219
	Iteration 77Q: 3 clusters Score -7845428 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -7845474.000000 Penalty: 5284.949219
	Iteration 78Q: 3 clusters Score -7845474 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7845514.500000 Penalty: 5284.949219
	Iteration 79Q: 3 clusters Score -7845514 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -7845556.000000 Penalty: 5284.949219
	Iteration 80F: 3 clusters Score -7845556 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7845591.000000 Penalty: 5284.949219
	Iteration 81Q: 3 clusters Score -7845591 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -7845637.000000 Penalty: 5284.949219
	Iteration 82Q: 3 clusters Score -7845637 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -7845671.500000 Penalty: 5284.949219
	Iteration 83Q: 3 clusters Score -7845672 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -7845695.500000 Penalty: 5284.949219
	Iteration 84Q: 3 clusters Score -7845696 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -7845730.000000 Penalty: 5284.949219
	Iteration 85Q: 3 clusters Score -7845730 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7845771.500000 Penalty: 5284.949219
	Iteration 86Q: 3 clusters Score -7845772 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7845801.000000 Penalty: 5284.949219
	Iteration 87Q: 3 clusters Score -7845801 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7845834.000000 Penalty: 5284.949219
	Iteration 88Q: 3 clusters Score -7845834 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -7845863.000000 Penalty: 5284.949219
	Iteration 89Q: 3 clusters Score -7845863 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7845902.500000 Penalty: 5284.949219
	Iteration 90Q: 3 clusters Score -7845902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7845927.500000 Penalty: 5284.949219
	Iteration 91Q: 3 clusters Score -7845928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7845951.000000 Penalty: 5284.949219
	Iteration 92Q: 3 clusters Score -7845951 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7845983.000000 Penalty: 5284.949219
	Iteration 93Q: 3 clusters Score -7845983 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7845992.000000 Penalty: 5284.949219
	Iteration 94Q: 3 clusters Score -7845992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7846014.500000 Penalty: 5284.949219
	Iteration 95Q: 3 clusters Score -7846014 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7846033.500000 Penalty: 5284.949219
	Iteration 96Q: 3 clusters Score -7846034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7846046.500000 Penalty: 5284.949219
	Iteration 97Q: 3 clusters Score -7846046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7846055.500000 Penalty: 5284.949219
	Iteration 98Q: 3 clusters Score -7846056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7846068.000000 Penalty: 5284.949219
	Iteration 99Q: 3 clusters Score -7846068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7846079.000000 Penalty: 5284.949219
	Iteration 100F: 3 clusters Score -7846079 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7846100.000000 Penalty: 5284.949219
	Iteration 101Q: 3 clusters Score -7846100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7846101.000000 Penalty: 5284.949219
	Iteration 102Q: 3 clusters Score -7846101 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7846113.500000 Penalty: 5284.949219
	Iteration 103Q: 3 clusters Score -7846114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7846120.500000 Penalty: 5284.949219
	Iteration 104Q: 3 clusters Score -7846120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7846125.000000 Penalty: 5284.949219
	Iteration 105Q: 3 clusters Score -7846125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7846141.000000 Penalty: 5284.949219
	Iteration 106Q: 3 clusters Score -7846141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -7846142.000000 Penalty: 5284.949219
	Iteration 107Q: 3 clusters Score -7846142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -7846141.000000 Penalty: 5284.949219
	Iteration 108Q: 3 clusters Score -7846141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7846132.500000 Penalty: 5284.949219
	Iteration 109Q: 3 clusters Score -7846132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7846136.500000 Penalty: 5284.949219
	Iteration 110Q: 3 clusters Score -7846136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7846141.500000 Penalty: 5284.949219
	Iteration 111Q: 3 clusters Score -7846142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7846140.500000 Penalty: 5284.949219
	Iteration 112Q: 3 clusters Score -7846140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7846143.000000 Penalty: 5284.949219
	Iteration 113Q: 3 clusters Score -7846143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7846152.000000 Penalty: 5284.949219
	Iteration 114Q: 3 clusters Score -7846152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7846167.000000 Penalty: 5284.949219
	Iteration 115Q: 3 clusters Score -7846167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7846176.000000 Penalty: 5284.949219
	Iteration 116Q: 3 clusters Score -7846176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -7846179.000000 Penalty: 5284.949219
	Iteration 117Q: 3 clusters Score -7846179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7846178.000000 Penalty: 5284.949219
	Iteration 118Q: 3 clusters Score -7846178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7846177.000000 Penalty: 5284.949219
	Iteration 119Q: 3 clusters Score -7846177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7846188.000000 Penalty: 5284.949219
	Iteration 120F: 3 clusters Score -7846188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7846189.000000 Penalty: 5284.949219
	Iteration 121Q: 3 clusters Score -7846189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7846187.500000 Penalty: 5284.949219
	Iteration 122Q: 3 clusters Score -7846188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7846191.500000 Penalty: 5284.949219
	Iteration 123Q: 3 clusters Score -7846192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7846194.500000 Penalty: 5284.949219
	Iteration 124Q: 3 clusters Score -7846194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7846202.500000 Penalty: 5284.949219
	Iteration 125Q: 3 clusters Score -7846202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7846197.500000 Penalty: 5284.949219
	Iteration 126Q: 3 clusters Score -7846198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7846196.000000 Penalty: 5284.949219
	Iteration 127Q: 3 clusters Score -7846196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7846196.000000 Penalty: 5284.949219
	Iteration 128F: 3 clusters Score -7846196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -82468.890625 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -82468.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -81023.148438 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -81023.15 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -81286.945312 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -81286.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -81433.960938 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -81433.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -81591.843750 Penalty: 3098.068848
	Iteration 3F: 3 clusters Score -81591.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -81724.515625 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -81724.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -81811.921875 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -81811.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81887.156250 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -81887.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -81916.492188 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -81916.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81954.562500 Penalty: 3098.068848
	Iteration 8Q: 3 clusters Score -81954.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81984.593750 Penalty: 3098.068848
	Iteration 9Q: 3 clusters Score -81984.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -82002.656250 Penalty: 3098.068848
	Iteration 10Q: 3 clusters Score -82002.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82014.640625 Penalty: 3098.068848
	Iteration 11Q: 3 clusters Score -82014.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82045.289062 Penalty: 3098.068848
	Iteration 12Q: 3 clusters Score -82045.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -82053.000000 Penalty: 3098.068848
	Iteration 13Q: 3 clusters Score -82053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82059.351562 Penalty: 3098.068848
	Iteration 14Q: 3 clusters Score -82059.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82062.773438 Penalty: 3098.068848
	Iteration 15Q: 3 clusters Score -82062.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82062.773438 Penalty: 3098.068848
	Iteration 16F: 3 clusters Score -82062.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Entering Unmasked Estep 
Score: -8421301.000000 Penalty: 2657.676758
	Iteration 0F: 2 clusters Score -8421301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -8392309.000000 Penalty: 5315.353516
	Iteration 0F: 3 clusters Score -8392309 nChanged 20634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -8403485.000000 Penalty: 5315.353516
	Iteration 1F: 3 clusters Score -8403485 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -8403981.000000 Penalty: 5315.353516
	Iteration 2Q: 3 clusters Score -8403981 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -8404508.000000 Penalty: 5315.353516
	Iteration 3Q: 3 clusters Score -8404508 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -8405075.000000 Penalty: 5315.353516
	Iteration 4Q: 3 clusters Score -8405075 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -8405760.000000 Penalty: 5315.353516
	Iteration 5Q: 3 clusters Score -8405760 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -8406565.000000 Penalty: 5315.353516
	Iteration 6Q: 3 clusters Score -8406565 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -8407737.000000 Penalty: 5315.353516
	Iteration 7Q: 3 clusters Score -8407737 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -8409403.000000 Penalty: 5315.353516
	Iteration 8F: 3 clusters Score -8409403 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -8411591.000000 Penalty: 5315.353516
	Iteration 9F: 3 clusters Score -8411591 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -8413767.000000 Penalty: 5315.353516
	Iteration 10F: 3 clusters Score -8413767 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -8415632.000000 Penalty: 5315.353516
	Iteration 11F: 3 clusters Score -8415632 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -8416975.000000 Penalty: 5315.353516
	Iteration 12Q: 3 clusters Score -8416975 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -8417796.000000 Penalty: 5315.353516
	Iteration 13Q: 3 clusters Score -8417796 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -8418234.000000 Penalty: 5315.353516
	Iteration 14Q: 3 clusters Score -8418234 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8418584.000000 Penalty: 5315.353516
	Iteration 15Q: 3 clusters Score -8418584 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -8418811.000000 Penalty: 5315.353516
	Iteration 16Q: 3 clusters Score -8418811 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -8418894.000000 Penalty: 5315.353516
	Iteration 17Q: 3 clusters Score -8418894 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -8418977.000000 Penalty: 5315.353516
	Iteration 18Q: 3 clusters Score -8418977 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -8419029.000000 Penalty: 5315.353516
	Iteration 19Q: 3 clusters Score -8419029 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -8419065.000000 Penalty: 5315.353516
	Iteration 20F: 3 clusters Score -8419065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -8419103.000000 Penalty: 5315.353516
	Iteration 21Q: 3 clusters Score -8419103 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -8419128.000000 Penalty: 5315.353516
	Iteration 22Q: 3 clusters Score -8419128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -8419163.000000 Penalty: 5315.353516
	Iteration 23Q: 3 clusters Score -8419163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -8419178.000000 Penalty: 5315.353516
	Iteration 24Q: 3 clusters Score -8419178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8419200.000000 Penalty: 5315.353516
	Iteration 25Q: 3 clusters Score -8419200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8419212.000000 Penalty: 5315.353516
	Iteration 26Q: 3 clusters Score -8419212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -8419205.000000 Penalty: 5315.353516
	Iteration 27Q: 3 clusters Score -8419205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -8419208.000000 Penalty: 5315.353516
	Iteration 28Q: 3 clusters Score -8419208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8419213.000000 Penalty: 5315.353516
	Iteration 29Q: 3 clusters Score -8419213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -8419215.000000 Penalty: 5315.353516
	Iteration 30Q: 3 clusters Score -8419215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -8419217.000000 Penalty: 5315.353516
	Iteration 31Q: 3 clusters Score -8419217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8419220.000000 Penalty: 5315.353516
	Iteration 32Q: 3 clusters Score -8419220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8419222.000000 Penalty: 5315.353516
	Iteration 33Q: 3 clusters Score -8419222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -8419229.000000 Penalty: 5315.353516
	Iteration 34Q: 3 clusters Score -8419229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -8419224.000000 Penalty: 5315.353516
	Iteration 35Q: 3 clusters Score -8419224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -8419231.000000 Penalty: 5315.353516
	Iteration 36Q: 3 clusters Score -8419231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8419242.000000 Penalty: 5315.353516
	Iteration 37Q: 3 clusters Score -8419242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -8419250.000000 Penalty: 5315.353516
	Iteration 38Q: 3 clusters Score -8419250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -8419253.000000 Penalty: 5315.353516
	Iteration 39Q: 3 clusters Score -8419253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -8419261.000000 Penalty: 5315.353516
	Iteration 40F: 3 clusters Score -8419261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8419263.000000 Penalty: 5315.353516
	Iteration 41Q: 3 clusters Score -8419263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8419263.000000 Penalty: 5315.353516
	Iteration 42F: 3 clusters Score -8419263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Entering Unmasked Estep 
Score: -8722768.000000 Penalty: 2665.302002
	Iteration 0F: 2 clusters Score -8722768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -8694143.000000 Penalty: 5330.604004
	Iteration 0F: 3 clusters Score -8694143 nChanged 21474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -8705973.000000 Penalty: 5330.604004
	Iteration 1F: 3 clusters Score -8705973 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -8706593.000000 Penalty: 5330.604004
	Iteration 2Q: 3 clusters Score -8706593 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -8707172.000000 Penalty: 5330.604004
	Iteration 3Q: 3 clusters Score -8707172 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -8708047.000000 Penalty: 5330.604004
	Iteration 4Q: 3 clusters Score -8708047 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -8709210.000000 Penalty: 5330.604004
	Iteration 5F: 3 clusters Score -8709210 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -8710917.000000 Penalty: 5330.604004
	Iteration 6F: 3 clusters Score -8710917 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -8713224.000000 Penalty: 5330.604004
	Iteration 7F: 3 clusters Score -8713224 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -8715639.000000 Penalty: 5330.604004
	Iteration 8F: 3 clusters Score -8715639 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -8717579.000000 Penalty: 5330.604004
	Iteration 9F: 3 clusters Score -8717579 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -8718461.000000 Penalty: 5330.604004
	Iteration 10Q: 3 clusters Score -8718461 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -8718721.000000 Penalty: 5330.604004
	Iteration 11Q: 3 clusters Score -8718721 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -8718816.000000 Penalty: 5330.604004
	Iteration 12Q: 3 clusters Score -8718816 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -8718892.000000 Penalty: 5330.604004
	Iteration 13Q: 3 clusters Score -8718892 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -8718989.000000 Penalty: 5330.604004
	Iteration 14Q: 3 clusters Score -8718989 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -8719062.000000 Penalty: 5330.604004
	Iteration 15Q: 3 clusters Score -8719062 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -8719164.000000 Penalty: 5330.604004
	Iteration 16Q: 3 clusters Score -8719164 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -8719270.000000 Penalty: 5330.604004
	Iteration 17Q: 3 clusters Score -8719270 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -8719374.000000 Penalty: 5330.604004
	Iteration 18Q: 3 clusters Score -8719374 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -8719513.000000 Penalty: 5330.604004
	Iteration 19Q: 3 clusters Score -8719513 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -8719628.000000 Penalty: 5330.604004
	Iteration 20F: 3 clusters Score -8719628 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -8719748.000000 Penalty: 5330.604004
	Iteration 21Q: 3 clusters Score -8719748 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -8719878.000000 Penalty: 5330.604004
	Iteration 22Q: 3 clusters Score -8719878 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -8719981.000000 Penalty: 5330.604004
	Iteration 23Q: 3 clusters Score -8719981 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -8720092.000000 Penalty: 5330.604004
	Iteration 24Q: 3 clusters Score -8720092 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -8720178.000000 Penalty: 5330.604004
	Iteration 25Q: 3 clusters Score -8720178 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -8720274.000000 Penalty: 5330.604004
	Iteration 26Q: 3 clusters Score -8720274 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -8720365.000000 Penalty: 5330.604004
	Iteration 27Q: 3 clusters Score -8720365 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -8720464.000000 Penalty: 5330.604004
	Iteration 28Q: 3 clusters Score -8720464 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -8720563.000000 Penalty: 5330.604004
	Iteration 29Q: 3 clusters Score -8720563 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -8720662.000000 Penalty: 5330.604004
	Iteration 30Q: 3 clusters Score -8720662 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -8720740.000000 Penalty: 5330.604004
	Iteration 31Q: 3 clusters Score -8720740 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -8720811.000000 Penalty: 5330.604004
	Iteration 32Q: 3 clusters Score -8720811 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -8720881.000000 Penalty: 5330.604004
	Iteration 33Q: 3 clusters Score -8720881 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -8720958.000000 Penalty: 5330.604004
	Iteration 34Q: 3 clusters Score -8720958 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -8721062.000000 Penalty: 5330.604004
	Iteration 35Q: 3 clusters Score -8721062 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -8721109.000000 Penalty: 5330.604004
	Iteration 36Q: 3 clusters Score -8721109 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -8721150.000000 Penalty: 5330.604004
	Iteration 37Q: 3 clusters Score -8721150 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -8721203.000000 Penalty: 5330.604004
	Iteration 38Q: 3 clusters Score -8721203 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -8721238.000000 Penalty: 5330.604004
	Iteration 39Q: 3 clusters Score -8721238 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -8721294.000000 Penalty: 5330.604004
	Iteration 40F: 3 clusters Score -8721294 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -8721350.000000 Penalty: 5330.604004
	Iteration 41Q: 3 clusters Score -8721350 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -8721391.000000 Penalty: 5330.604004
	Iteration 42Q: 3 clusters Score -8721391 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -8721441.000000 Penalty: 5330.604004
	Iteration 43Q: 3 clusters Score -8721441 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -8721478.000000 Penalty: 5330.604004
	Iteration 44Q: 3 clusters Score -8721478 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -8721545.000000 Penalty: 5330.604004
	Iteration 45Q: 3 clusters Score -8721545 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -8721591.000000 Penalty: 5330.604004
	Iteration 46Q: 3 clusters Score -8721591 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -8721633.000000 Penalty: 5330.604004
	Iteration 47Q: 3 clusters Score -8721633 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8721633.000000 Penalty: 5330.604004
	Iteration 48Q: 3 clusters Score -8721633 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -8721663.000000 Penalty: 5330.604004
	Iteration 49Q: 3 clusters Score -8721663 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -8721715.000000 Penalty: 5330.604004
	Iteration 50Q: 3 clusters Score -8721715 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8721721.000000 Penalty: 5330.604004
	Iteration 51Q: 3 clusters Score -8721721 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -8721705.000000 Penalty: 5330.604004
	Iteration 52Q: 3 clusters Score -8721705 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8721714.000000 Penalty: 5330.604004
	Iteration 53Q: 3 clusters Score -8721714 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8721701.000000 Penalty: 5330.604004
	Iteration 54Q: 3 clusters Score -8721701 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -8721647.000000 Penalty: 5330.604004
	Iteration 55Q: 3 clusters Score -8721647 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8721613.000000 Penalty: 5330.604004
	Iteration 56Q: 3 clusters Score -8721613 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8721582.000000 Penalty: 5330.604004
	Iteration 57Q: 3 clusters Score -8721582 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8721540.000000 Penalty: 5330.604004
	Iteration 58Q: 3 clusters Score -8721540 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8721505.000000 Penalty: 5330.604004
	Iteration 59Q: 3 clusters Score -8721505 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8721481.000000 Penalty: 5330.604004
	Iteration 60F: 3 clusters Score -8721481 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -8721479.000000 Penalty: 5330.604004
	Iteration 61Q: 3 clusters Score -8721479 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8721454.000000 Penalty: 5330.604004
	Iteration 62Q: 3 clusters Score -8721454 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8721433.000000 Penalty: 5330.604004
	Iteration 63Q: 3 clusters Score -8721433 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8721418.000000 Penalty: 5330.604004
	Iteration 64Q: 3 clusters Score -8721418 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8721406.000000 Penalty: 5330.604004
	Iteration 65Q: 3 clusters Score -8721406 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8721412.000000 Penalty: 5330.604004
	Iteration 66Q: 3 clusters Score -8721412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8721400.000000 Penalty: 5330.604004
	Iteration 67Q: 3 clusters Score -8721400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8721394.000000 Penalty: 5330.604004
	Iteration 68Q: 3 clusters Score -8721394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8721367.000000 Penalty: 5330.604004
	Iteration 69Q: 3 clusters Score -8721367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -8721351.000000 Penalty: 5330.604004
	Iteration 70Q: 3 clusters Score -8721351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8721345.000000 Penalty: 5330.604004
	Iteration 71Q: 3 clusters Score -8721345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8721355.000000 Penalty: 5330.604004
	Iteration 72Q: 3 clusters Score -8721355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8721352.000000 Penalty: 5330.604004
	Iteration 73Q: 3 clusters Score -8721352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8721338.000000 Penalty: 5330.604004
	Iteration 74Q: 3 clusters Score -8721338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8721330.000000 Penalty: 5330.604004
	Iteration 75Q: 3 clusters Score -8721330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8721318.000000 Penalty: 5330.604004
	Iteration 76Q: 3 clusters Score -8721318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8721314.000000 Penalty: 5330.604004
	Iteration 77Q: 3 clusters Score -8721314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8721319.000000 Penalty: 5330.604004
	Iteration 78Q: 3 clusters Score -8721319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8721319.000000 Penalty: 5330.604004
	Iteration 79Q: 3 clusters Score -8721319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8721316.000000 Penalty: 5330.604004
	Iteration 80F: 3 clusters Score -8721316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8721315.000000 Penalty: 5330.604004
	Iteration 81Q: 3 clusters Score -8721315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8721302.000000 Penalty: 5330.604004
	Iteration 82Q: 3 clusters Score -8721302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8721311.000000 Penalty: 5330.604004
	Iteration 83Q: 3 clusters Score -8721311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8721296.000000 Penalty: 5330.604004
	Iteration 84Q: 3 clusters Score -8721296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8721304.000000 Penalty: 5330.604004
	Iteration 85Q: 3 clusters Score -8721304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8721293.000000 Penalty: 5330.604004
	Iteration 86Q: 3 clusters Score -8721293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8721286.000000 Penalty: 5330.604004
	Iteration 87Q: 3 clusters Score -8721286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8721293.000000 Penalty: 5330.604004
	Iteration 88Q: 3 clusters Score -8721293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8721291.000000 Penalty: 5330.604004
	Iteration 89Q: 3 clusters Score -8721291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8721280.000000 Penalty: 5330.604004
	Iteration 90Q: 3 clusters Score -8721280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8721278.000000 Penalty: 5330.604004
	Iteration 91Q: 3 clusters Score -8721278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8721278.000000 Penalty: 5330.604004
	Iteration 92F: 3 clusters Score -8721278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -160012.109375 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -160012.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -158126.562500 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -158126.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -158390.953125 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -158391 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -158461.953125 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -158462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -158504.531250 Penalty: 3377.830566
	Iteration 3Q: 3 clusters Score -158504.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -158529.468750 Penalty: 3377.830566
	Iteration 4Q: 3 clusters Score -158529.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -158538.187500 Penalty: 3377.830566
	Iteration 5Q: 3 clusters Score -158538.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -158542.343750 Penalty: 3377.830566
	Iteration 6Q: 3 clusters Score -158542.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -158552.640625 Penalty: 3377.830566
	Iteration 7Q: 3 clusters Score -158552.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -158562.218750 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -158562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -158567.203125 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -158567.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -158572.718750 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -158572.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -158574.578125 Penalty: 3377.830566
	Iteration 11Q: 3 clusters Score -158574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -158574.578125 Penalty: 3377.830566
	Iteration 12F: 3 clusters Score -158574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Entering Unmasked Estep 
Score: -7870791.500000 Penalty: 2643.309326
	Iteration 0F: 2 clusters Score -7870792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -7842370.500000 Penalty: 5286.618652
	Iteration 0F: 3 clusters Score -7842370 nChanged 19457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -7852935.000000 Penalty: 5286.618652
	Iteration 1F: 3 clusters Score -7852935 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -7853541.500000 Penalty: 5286.618652
	Iteration 2Q: 3 clusters Score -7853542 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -7854227.500000 Penalty: 5286.618652
	Iteration 3Q: 3 clusters Score -7854228 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -7855195.500000 Penalty: 5286.618652
	Iteration 4Q: 3 clusters Score -7855196 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -7856290.500000 Penalty: 5286.618652
	Iteration 5Q: 3 clusters Score -7856290 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -7857608.000000 Penalty: 5286.618652
	Iteration 6F: 3 clusters Score -7857608 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -7859124.500000 Penalty: 5286.618652
	Iteration 7F: 3 clusters Score -7859124 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -7860931.000000 Penalty: 5286.618652
	Iteration 8F: 3 clusters Score -7860931 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -7862895.000000 Penalty: 5286.618652
	Iteration 9F: 3 clusters Score -7862895 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -7864667.500000 Penalty: 5286.618652
	Iteration 10F: 3 clusters Score -7864668 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -7865898.000000 Penalty: 5286.618652
	Iteration 11Q: 3 clusters Score -7865898 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -7866610.000000 Penalty: 5286.618652
	Iteration 12Q: 3 clusters Score -7866610 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -7867070.500000 Penalty: 5286.618652
	Iteration 13Q: 3 clusters Score -7867070 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -7867509.500000 Penalty: 5286.618652
	Iteration 14Q: 3 clusters Score -7867510 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7867788 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7867984 nChanged 474
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Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7868079 nChanged 387
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Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7868200 nChanged 294
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Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7868235 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7868242 nChanged 162
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Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7868260 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7868276 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -7868302.500000 Penalty: 5286.618652
	Iteration 23Q: 3 clusters Score -7868302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7868316 nChanged 62
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Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7868316 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7868342 nChanged 46
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Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7868334 nChanged 43
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Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7868326 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7868353 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -7868357.000000 Penalty: 5286.618652
	Iteration 30Q: 3 clusters Score -7868357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7868353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7868358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7868372 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7868378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7868372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7868386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7868386 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -7868391.500000 Penalty: 5286.618652
	Iteration 38Q: 3 clusters Score -7868392 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7868392 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -7868385.500000 Penalty: 5286.618652
	Iteration 40F: 3 clusters Score -7868386 nChanged 34
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Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7868388 nChanged 20
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Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7868380 nChanged 20
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Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7868380 nChanged 21
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Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7868384 nChanged 25
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Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7868377 nChanged 24
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Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7868388 nChanged 32
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Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7868390 nChanged 19
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Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7868423 nChanged 24
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Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7868424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7868426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7868419 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7868417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7868433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7868418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7868426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7868420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -7868421.500000 Penalty: 5286.618652
	Iteration 57Q: 3 clusters Score -7868422 nChanged 13
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Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -7868413.500000 Penalty: 5286.618652
	Iteration 58Q: 3 clusters Score -7868414 nChanged 12
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Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7868414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -7868424.000000 Penalty: 5286.618652
	Iteration 60F: 3 clusters Score -7868424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7868420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7868426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -7868410.500000 Penalty: 5286.618652
	Iteration 63Q: 3 clusters Score -7868410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -7868409.000000 Penalty: 5286.618652
	Iteration 64Q: 3 clusters Score -7868409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7868418 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26930 members 
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Score: -7868407.500000 Penalty: 5286.618652
	Iteration 66Q: 3 clusters Score -7868408 nChanged 8
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Mstep: Class 1 contains 26938 members 
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	Iteration 67Q: 3 clusters Score -7868418 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 15606 members 
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	Iteration 68Q: 3 clusters Score -7868420 nChanged 11
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Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -7868436.500000 Penalty: 5286.618652
	Iteration 69Q: 3 clusters Score -7868436 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26971 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7868428 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7868446 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27014 members 
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Entering Unmasked Estep 
Score: -7868438.500000 Penalty: 5286.618652
	Iteration 72Q: 3 clusters Score -7868438 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27032 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7868457 nChanged 26
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Mstep: Class 1 contains 27058 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7868462 nChanged 28
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Mstep: Class 1 contains 27086 members 
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	Iteration 75Q: 3 clusters Score -7868458 nChanged 24
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Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 15443 members 
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	Iteration 76Q: 3 clusters Score -7868457 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7868465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7868464 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7868466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -7868476.000000 Penalty: 5286.618652
	Iteration 80F: 3 clusters Score -7868476 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -7868478.500000 Penalty: 5286.618652
	Iteration 81Q: 3 clusters Score -7868478 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -7868473.500000 Penalty: 5286.618652
	Iteration 82Q: 3 clusters Score -7868474 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27219 members 
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Entering Unmasked Estep 
Score: -7868481.500000 Penalty: 5286.618652
	Iteration 83Q: 3 clusters Score -7868482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
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	Iteration 84Q: 3 clusters Score -7868480 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27232 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7868474 nChanged 7
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Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 15314 members 
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	Iteration 86Q: 3 clusters Score -7868478 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27249 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7868478 nChanged 9
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Mstep: Class 1 contains 27256 members 
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	Iteration 88Q: 3 clusters Score -7868485 nChanged 11
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Mstep: Class 1 contains 27267 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7868488 nChanged 6
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Mstep: Class 1 contains 27273 members 
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Score: -7868484.500000 Penalty: 5286.618652
	Iteration 90Q: 3 clusters Score -7868484 nChanged 7
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Mstep: Class 1 contains 27280 members 
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	Iteration 91Q: 3 clusters Score -7868476 nChanged 7
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Mstep: Class 1 contains 27287 members 
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	Iteration 92Q: 3 clusters Score -7868485 nChanged 1
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Mstep: Class 1 contains 27288 members 
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Score: -7868480.000000 Penalty: 5286.618652
	Iteration 93Q: 3 clusters Score -7868480 nChanged 3
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Mstep: Class 1 contains 27291 members 
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	Iteration 94Q: 3 clusters Score -7868482 nChanged 5
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Mstep: Class 1 contains 27296 members 
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	Iteration 95Q: 3 clusters Score -7868478 nChanged 4
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Mstep: Class 1 contains 27300 members 
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Entering Unmasked Estep 
Score: -7868471.500000 Penalty: 5286.618652
	Iteration 96Q: 3 clusters Score -7868472 nChanged 7
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7868468 nChanged 13
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Mstep: Class 1 contains 27318 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7868464 nChanged 10
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Mstep: Class 1 contains 27328 members 
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Entering Unmasked Estep 
Score: -7868461.000000 Penalty: 5286.618652
	Iteration 99Q: 3 clusters Score -7868461 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -7868474.500000 Penalty: 5286.618652
	Iteration 100F: 3 clusters Score -7868474 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7868472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7868476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -7868481.500000 Penalty: 5286.618652
	Iteration 103Q: 3 clusters Score -7868482 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7868482 nChanged 5
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Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7868482 nChanged 5
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Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7868482 nChanged 4
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Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -7868485.500000 Penalty: 5286.618652
	Iteration 107Q: 3 clusters Score -7868486 nChanged 3
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Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -7868474.500000 Penalty: 5286.618652
	Iteration 108Q: 3 clusters Score -7868474 nChanged 4
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Entering Unmasked Estep 
Score: -7868486.000000 Penalty: 5286.618652
	Iteration 109Q: 3 clusters Score -7868486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -7868479.500000 Penalty: 5286.618652
	Iteration 110Q: 3 clusters Score -7868480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -7868478.500000 Penalty: 5286.618652
	Iteration 111Q: 3 clusters Score -7868478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -7868478.000000 Penalty: 5286.618652
	Iteration 112Q: 3 clusters Score -7868478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -7868483.500000 Penalty: 5286.618652
	Iteration 113Q: 3 clusters Score -7868484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -7868483.500000 Penalty: 5286.618652
	Iteration 114F: 3 clusters Score -7868484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -120325.273438 Penalty: 1621.099487
	Iteration 0F: 2 clusters Score -120325.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -118695.968750 Penalty: 3242.198975
	Iteration 0F: 3 clusters Score -118696 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -118994.343750 Penalty: 3242.198975
	Iteration 1F: 3 clusters Score -118994.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -119097.476562 Penalty: 3242.198975
	Iteration 2F: 3 clusters Score -119097.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -119161.867188 Penalty: 3242.198975
	Iteration 3Q: 3 clusters Score -119161.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -119218.617188 Penalty: 3242.198975
	Iteration 4Q: 3 clusters Score -119218.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119266.750000 Penalty: 3242.198975
	Iteration 5Q: 3 clusters Score -119266.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -119286.578125 Penalty: 3242.198975
	Iteration 6Q: 3 clusters Score -119286.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -119317.343750 Penalty: 3242.198975
	Iteration 7Q: 3 clusters Score -119317.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119338.195312 Penalty: 3242.198975
	Iteration 8Q: 3 clusters Score -119338.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -119352.476562 Penalty: 3242.198975
	Iteration 9Q: 3 clusters Score -119352.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -119360.968750 Penalty: 3242.198975
	Iteration 10Q: 3 clusters Score -119361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -119369.554688 Penalty: 3242.198975
	Iteration 11Q: 3 clusters Score -119369.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -119377.851562 Penalty: 3242.198975
	Iteration 12Q: 3 clusters Score -119377.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119383.906250 Penalty: 3242.198975
	Iteration 13Q: 3 clusters Score -119383.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -119397.695312 Penalty: 3242.198975
	Iteration 14Q: 3 clusters Score -119397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119416.070312 Penalty: 3242.198975
	Iteration 15Q: 3 clusters Score -119416.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119416.070312 Penalty: 3242.198975
	Iteration 16F: 3 clusters Score -119416.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -379920.656250 Penalty: 1914.674561
	Iteration 0F: 2 clusters Score -379920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -377240.281250 Penalty: 3829.349121
	Iteration 0F: 3 clusters Score -377240.3 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -377932.437500 Penalty: 3829.349121
	Iteration 1F: 3 clusters Score -377932.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -378230.593750 Penalty: 3829.349121
	Iteration 2F: 3 clusters Score -378230.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -378488.375000 Penalty: 3829.349121
	Iteration 3F: 3 clusters Score -378488.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -378765.437500 Penalty: 3829.349121
	Iteration 4F: 3 clusters Score -378765.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -379017.125000 Penalty: 3829.349121
	Iteration 5F: 3 clusters Score -379017.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -379403.531250 Penalty: 3829.349121
	Iteration 6F: 3 clusters Score -379403.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -379701.593750 Penalty: 3829.349121
	Iteration 7F: 3 clusters Score -379701.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -379806.093750 Penalty: 3829.349121
	Iteration 8Q: 3 clusters Score -379806.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -379851.250000 Penalty: 3829.349121
	Iteration 9Q: 3 clusters Score -379851.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -379878.312500 Penalty: 3829.349121
	Iteration 10Q: 3 clusters Score -379878.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -379885.500000 Penalty: 3829.349121
	Iteration 11Q: 3 clusters Score -379885.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -379888.125000 Penalty: 3829.349121
	Iteration 12Q: 3 clusters Score -379888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -379888.843750 Penalty: 3829.349121
	Iteration 13Q: 3 clusters Score -379888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -379890.031250 Penalty: 3829.349121
	Iteration 14Q: 3 clusters Score -379890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -379892.906250 Penalty: 3829.349121
	Iteration 15Q: 3 clusters Score -379892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -379893.875000 Penalty: 3829.349121
	Iteration 16Q: 3 clusters Score -379893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -379895.781250 Penalty: 3829.349121
	Iteration 17Q: 3 clusters Score -379895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -379896.406250 Penalty: 3829.349121
	Iteration 18Q: 3 clusters Score -379896.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -379896.406250 Penalty: 3829.349121
	Iteration 19F: 3 clusters Score -379896.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Entering Unmasked Estep 
Score: -5761372.000000 Penalty: 2573.654541
	Iteration 0F: 2 clusters Score -5761372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -5739475.500000 Penalty: 5147.309082
	Iteration 0F: 3 clusters Score -5739476 nChanged 14580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -5747444.500000 Penalty: 5147.309082
	Iteration 1F: 3 clusters Score -5747444 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -5747973.500000 Penalty: 5147.309082
	Iteration 2Q: 3 clusters Score -5747974 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -5748460.500000 Penalty: 5147.309082
	Iteration 3Q: 3 clusters Score -5748460 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -5748986.000000 Penalty: 5147.309082
	Iteration 4Q: 3 clusters Score -5748986 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -5749423.000000 Penalty: 5147.309082
	Iteration 5Q: 3 clusters Score -5749423 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -5749829.500000 Penalty: 5147.309082
	Iteration 6Q: 3 clusters Score -5749830 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -5750215.500000 Penalty: 5147.309082
	Iteration 7Q: 3 clusters Score -5750216 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -5750533.500000 Penalty: 5147.309082
	Iteration 8Q: 3 clusters Score -5750534 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5750883.500000 Penalty: 5147.309082
	Iteration 9Q: 3 clusters Score -5750884 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -5751226.000000 Penalty: 5147.309082
	Iteration 10Q: 3 clusters Score -5751226 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -5751655.000000 Penalty: 5147.309082
	Iteration 11Q: 3 clusters Score -5751655 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -5752211.500000 Penalty: 5147.309082
	Iteration 12Q: 3 clusters Score -5752212 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -5752948.500000 Penalty: 5147.309082
	Iteration 13Q: 3 clusters Score -5752948 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -5753873.500000 Penalty: 5147.309082
	Iteration 14Q: 3 clusters Score -5753874 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -5754901.000000 Penalty: 5147.309082
	Iteration 15Q: 3 clusters Score -5754901 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -5756023.000000 Penalty: 5147.309082
	Iteration 16Q: 3 clusters Score -5756023 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5757017.000000 Penalty: 5147.309082
	Iteration 17Q: 3 clusters Score -5757017 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5757830.500000 Penalty: 5147.309082
	Iteration 18Q: 3 clusters Score -5757830 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5758328.000000 Penalty: 5147.309082
	Iteration 19Q: 3 clusters Score -5758328 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5758629.500000 Penalty: 5147.309082
	Iteration 20F: 3 clusters Score -5758630 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5758788.500000 Penalty: 5147.309082
	Iteration 21Q: 3 clusters Score -5758788 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5758896.500000 Penalty: 5147.309082
	Iteration 22Q: 3 clusters Score -5758896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5758976.000000 Penalty: 5147.309082
	Iteration 23Q: 3 clusters Score -5758976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5759019.500000 Penalty: 5147.309082
	Iteration 24Q: 3 clusters Score -5759020 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5759054.000000 Penalty: 5147.309082
	Iteration 25Q: 3 clusters Score -5759054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5759097.500000 Penalty: 5147.309082
	Iteration 26Q: 3 clusters Score -5759098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5759125.500000 Penalty: 5147.309082
	Iteration 27Q: 3 clusters Score -5759126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5759154.500000 Penalty: 5147.309082
	Iteration 28Q: 3 clusters Score -5759154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5759170.500000 Penalty: 5147.309082
	Iteration 29Q: 3 clusters Score -5759170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5759185.500000 Penalty: 5147.309082
	Iteration 30Q: 3 clusters Score -5759186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5759189.500000 Penalty: 5147.309082
	Iteration 31Q: 3 clusters Score -5759190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5759189.000000 Penalty: 5147.309082
	Iteration 32Q: 3 clusters Score -5759189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5759188.500000 Penalty: 5147.309082
	Iteration 33Q: 3 clusters Score -5759188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5759188.500000 Penalty: 5147.309082
	Iteration 34F: 3 clusters Score -5759188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Entering Unmasked Estep 
Score: -8682740.000000 Penalty: 2666.387939
	Iteration 0F: 2 clusters Score -8682740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -8652958.000000 Penalty: 5332.775879
	Iteration 0F: 3 clusters Score -8652958 nChanged 21432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -8664673.000000 Penalty: 5332.775879
	Iteration 1F: 3 clusters Score -8664673 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -8665202.000000 Penalty: 5332.775879
	Iteration 2Q: 3 clusters Score -8665202 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -8665764.000000 Penalty: 5332.775879
	Iteration 3Q: 3 clusters Score -8665764 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -8666419.000000 Penalty: 5332.775879
	Iteration 4Q: 3 clusters Score -8666419 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -8667322.000000 Penalty: 5332.775879
	Iteration 5Q: 3 clusters Score -8667322 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -8668709.000000 Penalty: 5332.775879
	Iteration 6F: 3 clusters Score -8668709 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -8670551.000000 Penalty: 5332.775879
	Iteration 7F: 3 clusters Score -8670551 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -8672857.000000 Penalty: 5332.775879
	Iteration 8F: 3 clusters Score -8672857 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -8675155.000000 Penalty: 5332.775879
	Iteration 9F: 3 clusters Score -8675155 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -8676950.000000 Penalty: 5332.775879
	Iteration 10Q: 3 clusters Score -8676950 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -8677990.000000 Penalty: 5332.775879
	Iteration 11Q: 3 clusters Score -8677990 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -8678590.000000 Penalty: 5332.775879
	Iteration 12Q: 3 clusters Score -8678590 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -8678984.000000 Penalty: 5332.775879
	Iteration 13Q: 3 clusters Score -8678984 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -8679299.000000 Penalty: 5332.775879
	Iteration 14Q: 3 clusters Score -8679299 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -8679623.000000 Penalty: 5332.775879
	Iteration 15Q: 3 clusters Score -8679623 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -8679841.000000 Penalty: 5332.775879
	Iteration 16Q: 3 clusters Score -8679841 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -8680087.000000 Penalty: 5332.775879
	Iteration 17Q: 3 clusters Score -8680087 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -8680301.000000 Penalty: 5332.775879
	Iteration 18Q: 3 clusters Score -8680301 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -8680414.000000 Penalty: 5332.775879
	Iteration 19Q: 3 clusters Score -8680414 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -8680543.000000 Penalty: 5332.775879
	Iteration 20F: 3 clusters Score -8680543 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -8680649.000000 Penalty: 5332.775879
	Iteration 21Q: 3 clusters Score -8680649 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -8680659.000000 Penalty: 5332.775879
	Iteration 22Q: 3 clusters Score -8680659 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -8680694.000000 Penalty: 5332.775879
	Iteration 23Q: 3 clusters Score -8680694 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -8680694.000000 Penalty: 5332.775879
	Iteration 24Q: 3 clusters Score -8680694 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -8680682.000000 Penalty: 5332.775879
	Iteration 25Q: 3 clusters Score -8680682 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -8680705.000000 Penalty: 5332.775879
	Iteration 26Q: 3 clusters Score -8680705 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -8680717.000000 Penalty: 5332.775879
	Iteration 27Q: 3 clusters Score -8680717 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -8680721.000000 Penalty: 5332.775879
	Iteration 28Q: 3 clusters Score -8680721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8680704.000000 Penalty: 5332.775879
	Iteration 29Q: 3 clusters Score -8680704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -8680705.000000 Penalty: 5332.775879
	Iteration 30Q: 3 clusters Score -8680705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -8680724.000000 Penalty: 5332.775879
	Iteration 31Q: 3 clusters Score -8680724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -8680706.000000 Penalty: 5332.775879
	Iteration 32Q: 3 clusters Score -8680706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -8680709.000000 Penalty: 5332.775879
	Iteration 33Q: 3 clusters Score -8680709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -8680695.000000 Penalty: 5332.775879
	Iteration 34Q: 3 clusters Score -8680695 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -8680693.000000 Penalty: 5332.775879
	Iteration 35Q: 3 clusters Score -8680693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -8680684.000000 Penalty: 5332.775879
	Iteration 36Q: 3 clusters Score -8680684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -8680692.000000 Penalty: 5332.775879
	Iteration 37Q: 3 clusters Score -8680692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -8680717.000000 Penalty: 5332.775879
	Iteration 38Q: 3 clusters Score -8680717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -8680712.000000 Penalty: 5332.775879
	Iteration 39Q: 3 clusters Score -8680712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -8680705.000000 Penalty: 5332.775879
	Iteration 40F: 3 clusters Score -8680705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -8680701.000000 Penalty: 5332.775879
	Iteration 41Q: 3 clusters Score -8680701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -8680706.000000 Penalty: 5332.775879
	Iteration 42Q: 3 clusters Score -8680706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -8680709.000000 Penalty: 5332.775879
	Iteration 43Q: 3 clusters Score -8680709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -8680717.000000 Penalty: 5332.775879
	Iteration 44Q: 3 clusters Score -8680717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -8680714.000000 Penalty: 5332.775879
	Iteration 45Q: 3 clusters Score -8680714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -8680709.000000 Penalty: 5332.775879
	Iteration 46Q: 3 clusters Score -8680709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -8680701.000000 Penalty: 5332.775879
	Iteration 47Q: 3 clusters Score -8680701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -8680708.000000 Penalty: 5332.775879
	Iteration 48Q: 3 clusters Score -8680708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
Score: -8680710.000000 Penalty: 5332.775879
	Iteration 49Q: 3 clusters Score -8680710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -8680710.000000 Penalty: 5332.775879
	Iteration 50Q: 3 clusters Score -8680710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -8680716.000000 Penalty: 5332.775879
	Iteration 51Q: 3 clusters Score -8680716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -8680715.000000 Penalty: 5332.775879
	Iteration 52Q: 3 clusters Score -8680715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -8680706.000000 Penalty: 5332.775879
	Iteration 53Q: 3 clusters Score -8680706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -8680707.000000 Penalty: 5332.775879
	Iteration 54Q: 3 clusters Score -8680707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -8680712.000000 Penalty: 5332.775879
	Iteration 55Q: 3 clusters Score -8680712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -8680713.000000 Penalty: 5332.775879
	Iteration 56Q: 3 clusters Score -8680713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -8680711.000000 Penalty: 5332.775879
	Iteration 57Q: 3 clusters Score -8680711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -8680704.000000 Penalty: 5332.775879
	Iteration 58Q: 3 clusters Score -8680704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -8680704.000000 Penalty: 5332.775879
	Iteration 59F: 3 clusters Score -8680704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Entering Unmasked Estep 
Score: -7283884.500000 Penalty: 2626.497803
	Iteration 0F: 2 clusters Score -7283884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -7256864.500000 Penalty: 5252.995605
	Iteration 0F: 3 clusters Score -7256864 nChanged 18274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -7266850.500000 Penalty: 5252.995605
	Iteration 1F: 3 clusters Score -7266850 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -7267283.000000 Penalty: 5252.995605
	Iteration 2Q: 3 clusters Score -7267283 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -7267674.000000 Penalty: 5252.995605
	Iteration 3Q: 3 clusters Score -7267674 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -7268092.500000 Penalty: 5252.995605
	Iteration 4Q: 3 clusters Score -7268092 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -7268658.000000 Penalty: 5252.995605
	Iteration 5Q: 3 clusters Score -7268658 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -7269442.000000 Penalty: 5252.995605
	Iteration 6Q: 3 clusters Score -7269442 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -7270860.000000 Penalty: 5252.995605
	Iteration 7F: 3 clusters Score -7270860 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -7273088.000000 Penalty: 5252.995605
	Iteration 8F: 3 clusters Score -7273088 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -7275931.000000 Penalty: 5252.995605
	Iteration 9F: 3 clusters Score -7275931 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -7278603.000000 Penalty: 5252.995605
	Iteration 10F: 3 clusters Score -7278603 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7280227.000000 Penalty: 5252.995605
	Iteration 11Q: 3 clusters Score -7280227 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7280936.000000 Penalty: 5252.995605
	Iteration 12Q: 3 clusters Score -7280936 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7281285.500000 Penalty: 5252.995605
	Iteration 13Q: 3 clusters Score -7281286 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7281518.000000 Penalty: 5252.995605
	Iteration 14Q: 3 clusters Score -7281518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7281652.500000 Penalty: 5252.995605
	Iteration 15Q: 3 clusters Score -7281652 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7281738.500000 Penalty: 5252.995605
	Iteration 16Q: 3 clusters Score -7281738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7281807.500000 Penalty: 5252.995605
	Iteration 17Q: 3 clusters Score -7281808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7281840.000000 Penalty: 5252.995605
	Iteration 18Q: 3 clusters Score -7281840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7281867.000000 Penalty: 5252.995605
	Iteration 19Q: 3 clusters Score -7281867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7281885.500000 Penalty: 5252.995605
	Iteration 20F: 3 clusters Score -7281886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7281892.500000 Penalty: 5252.995605
	Iteration 21Q: 3 clusters Score -7281892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7281895.500000 Penalty: 5252.995605
	Iteration 22Q: 3 clusters Score -7281896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7281896.000000 Penalty: 5252.995605
	Iteration 23Q: 3 clusters Score -7281896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7281896.000000 Penalty: 5252.995605
	Iteration 24F: 3 clusters Score -7281896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Entering Unmasked Estep 
Score: -8525524.000000 Penalty: 2661.204590
	Iteration 0F: 2 clusters Score -8525524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -8496340.000000 Penalty: 5322.409180
	Iteration 0F: 3 clusters Score -8496340 nChanged 21129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -8507939.000000 Penalty: 5322.409180
	Iteration 1F: 3 clusters Score -8507939 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -8508436.000000 Penalty: 5322.409180
	Iteration 2Q: 3 clusters Score -8508436 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -8508926.000000 Penalty: 5322.409180
	Iteration 3Q: 3 clusters Score -8508926 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -8509427.000000 Penalty: 5322.409180
	Iteration 4Q: 3 clusters Score -8509427 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -8510097.000000 Penalty: 5322.409180
	Iteration 5Q: 3 clusters Score -8510097 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -8510966.000000 Penalty: 5322.409180
	Iteration 6Q: 3 clusters Score -8510966 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -8512085.000000 Penalty: 5322.409180
	Iteration 7Q: 3 clusters Score -8512085 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -8513654.000000 Penalty: 5322.409180
	Iteration 8F: 3 clusters Score -8513654 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -8515787.000000 Penalty: 5322.409180
	Iteration 9F: 3 clusters Score -8515787 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -8518064.000000 Penalty: 5322.409180
	Iteration 10F: 3 clusters Score -8518064 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -8520092.000000 Penalty: 5322.409180
	Iteration 11F: 3 clusters Score -8520092 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -8521709.000000 Penalty: 5322.409180
	Iteration 12Q: 3 clusters Score -8521709 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -8522623.000000 Penalty: 5322.409180
	Iteration 13Q: 3 clusters Score -8522623 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8523105.000000 Penalty: 5322.409180
	Iteration 14Q: 3 clusters Score -8523105 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -8523213.000000 Penalty: 5322.409180
	Iteration 15Q: 3 clusters Score -8523213 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -8523238.000000 Penalty: 5322.409180
	Iteration 16Q: 3 clusters Score -8523238 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -8523286.000000 Penalty: 5322.409180
	Iteration 17Q: 3 clusters Score -8523286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -8523291.000000 Penalty: 5322.409180
	Iteration 18Q: 3 clusters Score -8523291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -8523314.000000 Penalty: 5322.409180
	Iteration 19Q: 3 clusters Score -8523314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -8523322.000000 Penalty: 5322.409180
	Iteration 20F: 3 clusters Score -8523322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -8523329.000000 Penalty: 5322.409180
	Iteration 21Q: 3 clusters Score -8523329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8523329.000000 Penalty: 5322.409180
	Iteration 22Q: 3 clusters Score -8523329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8523329.000000 Penalty: 5322.409180
	Iteration 23Q: 3 clusters Score -8523329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -8523327.000000 Penalty: 5322.409180
	Iteration 24Q: 3 clusters Score -8523327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -8523339.000000 Penalty: 5322.409180
	Iteration 25Q: 3 clusters Score -8523339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -8523346.000000 Penalty: 5322.409180
	Iteration 26Q: 3 clusters Score -8523346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -8523347.000000 Penalty: 5322.409180
	Iteration 27Q: 3 clusters Score -8523347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -8523349.000000 Penalty: 5322.409180
	Iteration 28Q: 3 clusters Score -8523349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -8523351.000000 Penalty: 5322.409180
	Iteration 29Q: 3 clusters Score -8523351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -8523356.000000 Penalty: 5322.409180
	Iteration 30Q: 3 clusters Score -8523356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -8523356.000000 Penalty: 5322.409180
	Iteration 31F: 3 clusters Score -8523356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -119777.289062 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -119777.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -118013.968750 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -118014 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -118412.187500 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -118412.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -118548.156250 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -118548.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -118641.812500 Penalty: 3306.810547
	Iteration 3Q: 3 clusters Score -118641.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -118729.429688 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -118729.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -118833.515625 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -118833.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -118902.101562 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -118902.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -118948.156250 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -118948.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -119002.250000 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -119002.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -119070.609375 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -119070.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -119108.937500 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -119108.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -119131.804688 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -119131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -119153.257812 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -119153.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -119159.281250 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -119159.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -119167.070312 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -119167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -119177.304688 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -119177.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -119190.187500 Penalty: 3306.810547
	Iteration 16Q: 3 clusters Score -119190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -119195.281250 Penalty: 3306.810547
	Iteration 17Q: 3 clusters Score -119195.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -119204.460938 Penalty: 3306.810547
	Iteration 18Q: 3 clusters Score -119204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -119220.539062 Penalty: 3306.810547
	Iteration 19Q: 3 clusters Score -119220.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -119243.273438 Penalty: 3306.810547
	Iteration 20F: 3 clusters Score -119243.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -119270.984375 Penalty: 3306.810547
	Iteration 21Q: 3 clusters Score -119271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -119287.015625 Penalty: 3306.810547
	Iteration 22Q: 3 clusters Score -119287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -119300.070312 Penalty: 3306.810547
	Iteration 23Q: 3 clusters Score -119300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -119310.703125 Penalty: 3306.810547
	Iteration 24Q: 3 clusters Score -119310.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -119336.312500 Penalty: 3306.810547
	Iteration 25Q: 3 clusters Score -119336.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -119359.046875 Penalty: 3306.810547
	Iteration 26Q: 3 clusters Score -119359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -119377.195312 Penalty: 3306.810547
	Iteration 27Q: 3 clusters Score -119377.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -119394.281250 Penalty: 3306.810547
	Iteration 28Q: 3 clusters Score -119394.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -119403.507812 Penalty: 3306.810547
	Iteration 29Q: 3 clusters Score -119403.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -119413.500000 Penalty: 3306.810547
	Iteration 30Q: 3 clusters Score -119413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -119415.437500 Penalty: 3306.810547
	Iteration 31Q: 3 clusters Score -119415.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -119418.632812 Penalty: 3306.810547
	Iteration 32Q: 3 clusters Score -119418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -119419.062500 Penalty: 3306.810547
	Iteration 33Q: 3 clusters Score -119419.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -119419.062500 Penalty: 3306.810547
	Iteration 34F: 3 clusters Score -119419.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Entering Unmasked Estep 
Score: -8088635.000000 Penalty: 2649.451416
	Iteration 0F: 2 clusters Score -8088635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -8059468.500000 Penalty: 5298.902832
	Iteration 0F: 3 clusters Score -8059468 nChanged 20076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -8070575.000000 Penalty: 5298.902832
	Iteration 1F: 3 clusters Score -8070575 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -8071217.000000 Penalty: 5298.902832
	Iteration 2Q: 3 clusters Score -8071217 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -8071898.000000 Penalty: 5298.902832
	Iteration 3Q: 3 clusters Score -8071898 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -8072788.500000 Penalty: 5298.902832
	Iteration 4Q: 3 clusters Score -8072788 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -8073816.500000 Penalty: 5298.902832
	Iteration 5Q: 3 clusters Score -8073816 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -8075032.500000 Penalty: 5298.902832
	Iteration 6F: 3 clusters Score -8075032 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -8076663.500000 Penalty: 5298.902832
	Iteration 7F: 3 clusters Score -8076664 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -8078582.500000 Penalty: 5298.902832
	Iteration 8F: 3 clusters Score -8078582 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -8080020.500000 Penalty: 5298.902832
	Iteration 9F: 3 clusters Score -8080020 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -8080661.000000 Penalty: 5298.902832
	Iteration 10Q: 3 clusters Score -8080661 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -8080986.000000 Penalty: 5298.902832
	Iteration 11Q: 3 clusters Score -8080986 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -8081198.500000 Penalty: 5298.902832
	Iteration 12Q: 3 clusters Score -8081198 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -8081379.000000 Penalty: 5298.902832
	Iteration 13Q: 3 clusters Score -8081379 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -8081554.000000 Penalty: 5298.902832
	Iteration 14Q: 3 clusters Score -8081554 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -8081723.500000 Penalty: 5298.902832
	Iteration 15Q: 3 clusters Score -8081724 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -8081907.000000 Penalty: 5298.902832
	Iteration 16Q: 3 clusters Score -8081907 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -8082068.000000 Penalty: 5298.902832
	Iteration 17Q: 3 clusters Score -8082068 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -8082236.500000 Penalty: 5298.902832
	Iteration 18Q: 3 clusters Score -8082236 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -8082377.000000 Penalty: 5298.902832
	Iteration 19Q: 3 clusters Score -8082377 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -8082540.500000 Penalty: 5298.902832
	Iteration 20F: 3 clusters Score -8082540 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -8082692.000000 Penalty: 5298.902832
	Iteration 21Q: 3 clusters Score -8082692 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -8082789.500000 Penalty: 5298.902832
	Iteration 22Q: 3 clusters Score -8082790 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -8082927.500000 Penalty: 5298.902832
	Iteration 23Q: 3 clusters Score -8082928 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -8083031.000000 Penalty: 5298.902832
	Iteration 24Q: 3 clusters Score -8083031 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -8083100.000000 Penalty: 5298.902832
	Iteration 25Q: 3 clusters Score -8083100 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -8083119.500000 Penalty: 5298.902832
	Iteration 26Q: 3 clusters Score -8083120 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -8083151.500000 Penalty: 5298.902832
	Iteration 27Q: 3 clusters Score -8083152 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -8083176.500000 Penalty: 5298.902832
	Iteration 28Q: 3 clusters Score -8083176 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -8083186.000000 Penalty: 5298.902832
	Iteration 29Q: 3 clusters Score -8083186 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -8083210.000000 Penalty: 5298.902832
	Iteration 30Q: 3 clusters Score -8083210 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -8083225.000000 Penalty: 5298.902832
	Iteration 31Q: 3 clusters Score -8083225 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -8083245.000000 Penalty: 5298.902832
	Iteration 32Q: 3 clusters Score -8083245 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -8083267.000000 Penalty: 5298.902832
	Iteration 33Q: 3 clusters Score -8083267 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -8083296.000000 Penalty: 5298.902832
	Iteration 34Q: 3 clusters Score -8083296 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -8083290.000000 Penalty: 5298.902832
	Iteration 35Q: 3 clusters Score -8083290 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -8083316.500000 Penalty: 5298.902832
	Iteration 36Q: 3 clusters Score -8083316 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -8083357.500000 Penalty: 5298.902832
	Iteration 37Q: 3 clusters Score -8083358 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -8083377.500000 Penalty: 5298.902832
	Iteration 38Q: 3 clusters Score -8083378 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -8083371.000000 Penalty: 5298.902832
	Iteration 39Q: 3 clusters Score -8083371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -8083396.500000 Penalty: 5298.902832
	Iteration 40F: 3 clusters Score -8083396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -8083399.500000 Penalty: 5298.902832
	Iteration 41Q: 3 clusters Score -8083400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -8083412.000000 Penalty: 5298.902832
	Iteration 42Q: 3 clusters Score -8083412 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -8083402.500000 Penalty: 5298.902832
	Iteration 43Q: 3 clusters Score -8083402 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -8083416.000000 Penalty: 5298.902832
	Iteration 44Q: 3 clusters Score -8083416 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -8083411.500000 Penalty: 5298.902832
	Iteration 45Q: 3 clusters Score -8083412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -8083412.000000 Penalty: 5298.902832
	Iteration 46Q: 3 clusters Score -8083412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -8083420.500000 Penalty: 5298.902832
	Iteration 47Q: 3 clusters Score -8083420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -8083422.000000 Penalty: 5298.902832
	Iteration 48Q: 3 clusters Score -8083422 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -8083431.000000 Penalty: 5298.902832
	Iteration 49Q: 3 clusters Score -8083431 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -8083435.000000 Penalty: 5298.902832
	Iteration 50Q: 3 clusters Score -8083435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -8083441.000000 Penalty: 5298.902832
	Iteration 51Q: 3 clusters Score -8083441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -8083447.500000 Penalty: 5298.902832
	Iteration 52Q: 3 clusters Score -8083448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -8083463.000000 Penalty: 5298.902832
	Iteration 53Q: 3 clusters Score -8083463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -8083461.500000 Penalty: 5298.902832
	Iteration 54Q: 3 clusters Score -8083462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -8083463.000000 Penalty: 5298.902832
	Iteration 55Q: 3 clusters Score -8083463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -8083454.500000 Penalty: 5298.902832
	Iteration 56Q: 3 clusters Score -8083454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -8083459.500000 Penalty: 5298.902832
	Iteration 57Q: 3 clusters Score -8083460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -8083456.000000 Penalty: 5298.902832
	Iteration 58Q: 3 clusters Score -8083456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -8083460.500000 Penalty: 5298.902832
	Iteration 59Q: 3 clusters Score -8083460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -8083459.000000 Penalty: 5298.902832
	Iteration 60F: 3 clusters Score -8083459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -8083470.000000 Penalty: 5298.902832
	Iteration 61Q: 3 clusters Score -8083470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -8083455.000000 Penalty: 5298.902832
	Iteration 62Q: 3 clusters Score -8083455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -8083456.500000 Penalty: 5298.902832
	Iteration 63Q: 3 clusters Score -8083456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -8083453.000000 Penalty: 5298.902832
	Iteration 64Q: 3 clusters Score -8083453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -8083455.500000 Penalty: 5298.902832
	Iteration 65Q: 3 clusters Score -8083456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -8083455.500000 Penalty: 5298.902832
	Iteration 66Q: 3 clusters Score -8083456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -8083460.500000 Penalty: 5298.902832
	Iteration 67Q: 3 clusters Score -8083460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -8083464.000000 Penalty: 5298.902832
	Iteration 68Q: 3 clusters Score -8083464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -8083467.000000 Penalty: 5298.902832
	Iteration 69Q: 3 clusters Score -8083467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -8083469.500000 Penalty: 5298.902832
	Iteration 70Q: 3 clusters Score -8083470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -8083475.500000 Penalty: 5298.902832
	Iteration 71Q: 3 clusters Score -8083476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -8083478.000000 Penalty: 5298.902832
	Iteration 72Q: 3 clusters Score -8083478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -8083469.000000 Penalty: 5298.902832
	Iteration 73Q: 3 clusters Score -8083469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -8083470.000000 Penalty: 5298.902832
	Iteration 74Q: 3 clusters Score -8083470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -8083478.500000 Penalty: 5298.902832
	Iteration 75Q: 3 clusters Score -8083478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -8083482.000000 Penalty: 5298.902832
	Iteration 76Q: 3 clusters Score -8083482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -8083481.000000 Penalty: 5298.902832
	Iteration 77Q: 3 clusters Score -8083481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -8083485.500000 Penalty: 5298.902832
	Iteration 78Q: 3 clusters Score -8083486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -8083492.000000 Penalty: 5298.902832
	Iteration 79Q: 3 clusters Score -8083492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -8083488.000000 Penalty: 5298.902832
	Iteration 80F: 3 clusters Score -8083488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -8083486.000000 Penalty: 5298.902832
	Iteration 81Q: 3 clusters Score -8083486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -8083482.500000 Penalty: 5298.902832
	Iteration 82Q: 3 clusters Score -8083482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -8083484.000000 Penalty: 5298.902832
	Iteration 83Q: 3 clusters Score -8083484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -8083470.500000 Penalty: 5298.902832
	Iteration 84Q: 3 clusters Score -8083470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -8083477.000000 Penalty: 5298.902832
	Iteration 85Q: 3 clusters Score -8083477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -8083479.500000 Penalty: 5298.902832
	Iteration 86Q: 3 clusters Score -8083480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -8083477.500000 Penalty: 5298.902832
	Iteration 87Q: 3 clusters Score -8083478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -8083476.000000 Penalty: 5298.902832
	Iteration 88Q: 3 clusters Score -8083476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -8083476.000000 Penalty: 5298.902832
	Iteration 89F: 3 clusters Score -8083476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Entering Unmasked Estep 
Score: -7787218.000000 Penalty: 2640.643311
	Iteration 0F: 2 clusters Score -7787218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -7759021.000000 Penalty: 5281.286621
	Iteration 0F: 3 clusters Score -7759021 nChanged 19380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -7770441.000000 Penalty: 5281.286621
	Iteration 1F: 3 clusters Score -7770441 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -7771726.000000 Penalty: 5281.286621
	Iteration 2F: 3 clusters Score -7771726 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -7773288.500000 Penalty: 5281.286621
	Iteration 3F: 3 clusters Score -7773288 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -7774961.000000 Penalty: 5281.286621
	Iteration 4F: 3 clusters Score -7774961 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -7776862.000000 Penalty: 5281.286621
	Iteration 5F: 3 clusters Score -7776862 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -7779137.000000 Penalty: 5281.286621
	Iteration 6F: 3 clusters Score -7779137 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -7781712.000000 Penalty: 5281.286621
	Iteration 7F: 3 clusters Score -7781712 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -7783449.500000 Penalty: 5281.286621
	Iteration 8F: 3 clusters Score -7783450 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -7784022.500000 Penalty: 5281.286621
	Iteration 9Q: 3 clusters Score -7784022 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -7784337.000000 Penalty: 5281.286621
	Iteration 10Q: 3 clusters Score -7784337 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -7784488.000000 Penalty: 5281.286621
	Iteration 11Q: 3 clusters Score -7784488 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -7784581.500000 Penalty: 5281.286621
	Iteration 12Q: 3 clusters Score -7784582 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -7784647.500000 Penalty: 5281.286621
	Iteration 13Q: 3 clusters Score -7784648 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -7784734.500000 Penalty: 5281.286621
	Iteration 14Q: 3 clusters Score -7784734 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -7784779.000000 Penalty: 5281.286621
	Iteration 15Q: 3 clusters Score -7784779 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -7784817.500000 Penalty: 5281.286621
	Iteration 16Q: 3 clusters Score -7784818 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -7784831.500000 Penalty: 5281.286621
	Iteration 17Q: 3 clusters Score -7784832 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -7784829.000000 Penalty: 5281.286621
	Iteration 18Q: 3 clusters Score -7784829 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -7784851.500000 Penalty: 5281.286621
	Iteration 19Q: 3 clusters Score -7784852 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -7784859.000000 Penalty: 5281.286621
	Iteration 20F: 3 clusters Score -7784859 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -7784862.000000 Penalty: 5281.286621
	Iteration 21Q: 3 clusters Score -7784862 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -7784896.500000 Penalty: 5281.286621
	Iteration 22Q: 3 clusters Score -7784896 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -7784910.000000 Penalty: 5281.286621
	Iteration 23Q: 3 clusters Score -7784910 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -7784938.000000 Penalty: 5281.286621
	Iteration 24Q: 3 clusters Score -7784938 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -7784965.500000 Penalty: 5281.286621
	Iteration 25Q: 3 clusters Score -7784966 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -7784961.000000 Penalty: 5281.286621
	Iteration 26Q: 3 clusters Score -7784961 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -7784972.500000 Penalty: 5281.286621
	Iteration 27Q: 3 clusters Score -7784972 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -7785000.000000 Penalty: 5281.286621
	Iteration 28Q: 3 clusters Score -7785000 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -7785023.000000 Penalty: 5281.286621
	Iteration 29Q: 3 clusters Score -7785023 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -7785040.500000 Penalty: 5281.286621
	Iteration 30Q: 3 clusters Score -7785040 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -7785045.000000 Penalty: 5281.286621
	Iteration 31Q: 3 clusters Score -7785045 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -7785061.000000 Penalty: 5281.286621
	Iteration 32Q: 3 clusters Score -7785061 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -7785065.000000 Penalty: 5281.286621
	Iteration 33Q: 3 clusters Score -7785065 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -7785059.000000 Penalty: 5281.286621
	Iteration 34Q: 3 clusters Score -7785059 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -7785062.500000 Penalty: 5281.286621
	Iteration 35Q: 3 clusters Score -7785062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -7785096.500000 Penalty: 5281.286621
	Iteration 36Q: 3 clusters Score -7785096 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -7785101.500000 Penalty: 5281.286621
	Iteration 37Q: 3 clusters Score -7785102 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -7785116.500000 Penalty: 5281.286621
	Iteration 38Q: 3 clusters Score -7785116 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -7785127.500000 Penalty: 5281.286621
	Iteration 39Q: 3 clusters Score -7785128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -7785138.000000 Penalty: 5281.286621
	Iteration 40F: 3 clusters Score -7785138 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -7785160.500000 Penalty: 5281.286621
	Iteration 41Q: 3 clusters Score -7785160 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -7785181.500000 Penalty: 5281.286621
	Iteration 42Q: 3 clusters Score -7785182 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7785202 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -7785194.500000 Penalty: 5281.286621
	Iteration 44Q: 3 clusters Score -7785194 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -7785196.000000 Penalty: 5281.286621
	Iteration 45Q: 3 clusters Score -7785196 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -7785221.000000 Penalty: 5281.286621
	Iteration 46Q: 3 clusters Score -7785221 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -7785247.500000 Penalty: 5281.286621
	Iteration 47Q: 3 clusters Score -7785248 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -7785252.500000 Penalty: 5281.286621
	Iteration 48Q: 3 clusters Score -7785252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -7785272.500000 Penalty: 5281.286621
	Iteration 49Q: 3 clusters Score -7785272 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -7785318.500000 Penalty: 5281.286621
	Iteration 50Q: 3 clusters Score -7785318 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -7785332.000000 Penalty: 5281.286621
	Iteration 51Q: 3 clusters Score -7785332 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -7785355.500000 Penalty: 5281.286621
	Iteration 52Q: 3 clusters Score -7785356 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -7785364.000000 Penalty: 5281.286621
	Iteration 53Q: 3 clusters Score -7785364 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -7785394.000000 Penalty: 5281.286621
	Iteration 54Q: 3 clusters Score -7785394 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7785398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7785394 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -7785411.000000 Penalty: 5281.286621
	Iteration 57Q: 3 clusters Score -7785411 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -7785412.500000 Penalty: 5281.286621
	Iteration 58Q: 3 clusters Score -7785412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -7785434.000000 Penalty: 5281.286621
	Iteration 59Q: 3 clusters Score -7785434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -7785443.500000 Penalty: 5281.286621
	Iteration 60F: 3 clusters Score -7785444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -7785439.500000 Penalty: 5281.286621
	Iteration 61Q: 3 clusters Score -7785440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -7785468.500000 Penalty: 5281.286621
	Iteration 62Q: 3 clusters Score -7785468 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -7785490.500000 Penalty: 5281.286621
	Iteration 63Q: 3 clusters Score -7785490 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -7785512.500000 Penalty: 5281.286621
	Iteration 64Q: 3 clusters Score -7785512 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -7785540.000000 Penalty: 5281.286621
	Iteration 65Q: 3 clusters Score -7785540 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -7785549.500000 Penalty: 5281.286621
	Iteration 66Q: 3 clusters Score -7785550 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -7785554.000000 Penalty: 5281.286621
	Iteration 67Q: 3 clusters Score -7785554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7785564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -7785555.500000 Penalty: 5281.286621
	Iteration 69Q: 3 clusters Score -7785556 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -7785567.500000 Penalty: 5281.286621
	Iteration 70Q: 3 clusters Score -7785568 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7785587 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7785570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7785596 nChanged 85
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Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7785596 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -7785615.500000 Penalty: 5281.286621
	Iteration 75Q: 3 clusters Score -7785616 nChanged 73
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Mstep: Class 1 contains 36460 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7785628 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
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Entering Unmasked Estep 
Score: -7785640.000000 Penalty: 5281.286621
	Iteration 77Q: 3 clusters Score -7785640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -7785656.500000 Penalty: 5281.286621
	Iteration 78Q: 3 clusters Score -7785656 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7785662 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7785663 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7785655 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7785662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7785663 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7785686 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7785686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7785690 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7785702 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -7785720.000000 Penalty: 5281.286621
	Iteration 88Q: 3 clusters Score -7785720 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -7785719.000000 Penalty: 5281.286621
	Iteration 89Q: 3 clusters Score -7785719 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
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Entering Unmasked Estep 
Score: -7785716.500000 Penalty: 5281.286621
	Iteration 90Q: 3 clusters Score -7785716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -7785736.500000 Penalty: 5281.286621
	Iteration 91Q: 3 clusters Score -7785736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -7785743.500000 Penalty: 5281.286621
	Iteration 92Q: 3 clusters Score -7785744 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -7785737.000000 Penalty: 5281.286621
	Iteration 93Q: 3 clusters Score -7785737 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -7785748.500000 Penalty: 5281.286621
	Iteration 94Q: 3 clusters Score -7785748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -7785777.000000 Penalty: 5281.286621
	Iteration 95Q: 3 clusters Score -7785777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
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Entering Unmasked Estep 
Score: -7785791.000000 Penalty: 5281.286621
	Iteration 96Q: 3 clusters Score -7785791 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
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Entering Unmasked Estep 
Score: -7785799.500000 Penalty: 5281.286621
	Iteration 97Q: 3 clusters Score -7785800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -7785804.500000 Penalty: 5281.286621
	Iteration 98Q: 3 clusters Score -7785804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -7785810.000000 Penalty: 5281.286621
	Iteration 99Q: 3 clusters Score -7785810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -7785814.000000 Penalty: 5281.286621
	Iteration 100F: 3 clusters Score -7785814 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -7785820.500000 Penalty: 5281.286621
	Iteration 101Q: 3 clusters Score -7785820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7785825.500000 Penalty: 5281.286621
	Iteration 102Q: 3 clusters Score -7785826 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -7785827.000000 Penalty: 5281.286621
	Iteration 103Q: 3 clusters Score -7785827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -7785813.500000 Penalty: 5281.286621
	Iteration 104Q: 3 clusters Score -7785814 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -7785825.000000 Penalty: 5281.286621
	Iteration 105Q: 3 clusters Score -7785825 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7785816.500000 Penalty: 5281.286621
	Iteration 106Q: 3 clusters Score -7785816 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -7785831.000000 Penalty: 5281.286621
	Iteration 107Q: 3 clusters Score -7785831 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -7785821.500000 Penalty: 5281.286621
	Iteration 108Q: 3 clusters Score -7785822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -7785829.000000 Penalty: 5281.286621
	Iteration 109Q: 3 clusters Score -7785829 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7785826 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -7785827.500000 Penalty: 5281.286621
	Iteration 111Q: 3 clusters Score -7785828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7785816 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -7785807.500000 Penalty: 5281.286621
	Iteration 113Q: 3 clusters Score -7785808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
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Entering Unmasked Estep 
Score: -7785809.000000 Penalty: 5281.286621
	Iteration 114Q: 3 clusters Score -7785809 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -7785817.500000 Penalty: 5281.286621
	Iteration 115Q: 3 clusters Score -7785818 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -7785821.000000 Penalty: 5281.286621
	Iteration 116Q: 3 clusters Score -7785821 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -7785830.000000 Penalty: 5281.286621
	Iteration 117Q: 3 clusters Score -7785830 nChanged 30
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Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -7785835.000000 Penalty: 5281.286621
	Iteration 118Q: 3 clusters Score -7785835 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7785836.500000 Penalty: 5281.286621
	Iteration 119Q: 3 clusters Score -7785836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7785850.500000 Penalty: 5281.286621
	Iteration 120F: 3 clusters Score -7785850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7785852.500000 Penalty: 5281.286621
	Iteration 121Q: 3 clusters Score -7785852 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7785858 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -7785872.500000 Penalty: 5281.286621
	Iteration 123Q: 3 clusters Score -7785872 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -7785868.500000 Penalty: 5281.286621
	Iteration 124Q: 3 clusters Score -7785868 nChanged 17
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Mstep: Class 1 contains 39052 members 
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Entering Unmasked Estep 
Score: -7785875.500000 Penalty: 5281.286621
	Iteration 125Q: 3 clusters Score -7785876 nChanged 22
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Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7785859.500000 Penalty: 5281.286621
	Iteration 126Q: 3 clusters Score -7785860 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7785870.000000 Penalty: 5281.286621
	Iteration 127Q: 3 clusters Score -7785870 nChanged 21
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Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7785875 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7785876 nChanged 15
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Entering Unmasked Estep 
Score: -7785860.000000 Penalty: 5281.286621
	Iteration 130Q: 3 clusters Score -7785860 nChanged 18
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Mstep: Class 1 contains 39169 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7785870 nChanged 17
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Mstep: Class 1 contains 39184 members 
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Entering Unmasked Estep 
Score: -7785880.000000 Penalty: 5281.286621
	Iteration 132Q: 3 clusters Score -7785880 nChanged 21
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Mstep: Class 1 contains 39205 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7785872 nChanged 23
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Mstep: Class 1 contains 39228 members 
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Entering Unmasked Estep 
Score: -7785892.500000 Penalty: 5281.286621
	Iteration 134Q: 3 clusters Score -7785892 nChanged 22
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Mstep: Class 1 contains 39250 members 
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Entering Unmasked Estep 
Score: -7785895.500000 Penalty: 5281.286621
	Iteration 135Q: 3 clusters Score -7785896 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7785890.500000 Penalty: 5281.286621
	Iteration 136Q: 3 clusters Score -7785890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7785882.500000 Penalty: 5281.286621
	Iteration 137Q: 3 clusters Score -7785882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7785887.500000 Penalty: 5281.286621
	Iteration 138Q: 3 clusters Score -7785888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -7785889.500000 Penalty: 5281.286621
	Iteration 139Q: 3 clusters Score -7785890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7785883.000000 Penalty: 5281.286621
	Iteration 140F: 3 clusters Score -7785883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7785894.500000 Penalty: 5281.286621
	Iteration 141Q: 3 clusters Score -7785894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7785884.500000 Penalty: 5281.286621
	Iteration 142Q: 3 clusters Score -7785884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7785886.500000 Penalty: 5281.286621
	Iteration 143Q: 3 clusters Score -7785886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -7785888.000000 Penalty: 5281.286621
	Iteration 144Q: 3 clusters Score -7785888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -7785892.000000 Penalty: 5281.286621
	Iteration 145Q: 3 clusters Score -7785892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7785899.000000 Penalty: 5281.286621
	Iteration 146Q: 3 clusters Score -7785899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7785902.500000 Penalty: 5281.286621
	Iteration 147Q: 3 clusters Score -7785902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7785899.000000 Penalty: 5281.286621
	Iteration 148Q: 3 clusters Score -7785899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -7785897.500000 Penalty: 5281.286621
	Iteration 149Q: 3 clusters Score -7785898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -7785897.500000 Penalty: 5281.286621
	Iteration 150F: 3 clusters Score -7785898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (38323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Entering Unmasked Estep 
Score: -7096712.000000 Penalty: 2617.343750
	Iteration 0F: 2 clusters Score -7096712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -7070954.500000 Penalty: 5234.687500
	Iteration 0F: 3 clusters Score -7070954 nChanged 17433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -7080394.500000 Penalty: 5234.687500
	Iteration 1F: 3 clusters Score -7080394 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -7080936.500000 Penalty: 5234.687500
	Iteration 2Q: 3 clusters Score -7080936 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -7081366.000000 Penalty: 5234.687500
	Iteration 3Q: 3 clusters Score -7081366 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -7081804.000000 Penalty: 5234.687500
	Iteration 4Q: 3 clusters Score -7081804 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -7082227.500000 Penalty: 5234.687500
	Iteration 5Q: 3 clusters Score -7082228 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -7082720.500000 Penalty: 5234.687500
	Iteration 6Q: 3 clusters Score -7082720 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -7083346.500000 Penalty: 5234.687500
	Iteration 7Q: 3 clusters Score -7083346 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -7084285.500000 Penalty: 5234.687500
	Iteration 8Q: 3 clusters Score -7084286 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -7085495.500000 Penalty: 5234.687500
	Iteration 9F: 3 clusters Score -7085496 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -7086984.000000 Penalty: 5234.687500
	Iteration 10F: 3 clusters Score -7086984 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -7088362.000000 Penalty: 5234.687500
	Iteration 11F: 3 clusters Score -7088362 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -7089381.500000 Penalty: 5234.687500
	Iteration 12Q: 3 clusters Score -7089382 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -7089926.000000 Penalty: 5234.687500
	Iteration 13Q: 3 clusters Score -7089926 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -7090265.500000 Penalty: 5234.687500
	Iteration 14Q: 3 clusters Score -7090266 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -7090564.000000 Penalty: 5234.687500
	Iteration 15Q: 3 clusters Score -7090564 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -7090753.000000 Penalty: 5234.687500
	Iteration 16Q: 3 clusters Score -7090753 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -7091044.000000 Penalty: 5234.687500
	Iteration 17Q: 3 clusters Score -7091044 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -7091284.000000 Penalty: 5234.687500
	Iteration 18Q: 3 clusters Score -7091284 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -7091500.000000 Penalty: 5234.687500
	Iteration 19Q: 3 clusters Score -7091500 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -7091695.500000 Penalty: 5234.687500
	Iteration 20F: 3 clusters Score -7091696 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -7091885.000000 Penalty: 5234.687500
	Iteration 21Q: 3 clusters Score -7091885 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -7092081.500000 Penalty: 5234.687500
	Iteration 22Q: 3 clusters Score -7092082 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -7092246.500000 Penalty: 5234.687500
	Iteration 23Q: 3 clusters Score -7092246 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -7092374.500000 Penalty: 5234.687500
	Iteration 24Q: 3 clusters Score -7092374 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -7092465.500000 Penalty: 5234.687500
	Iteration 25Q: 3 clusters Score -7092466 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -7092581.000000 Penalty: 5234.687500
	Iteration 26Q: 3 clusters Score -7092581 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -7092679.500000 Penalty: 5234.687500
	Iteration 27Q: 3 clusters Score -7092680 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -7092728.500000 Penalty: 5234.687500
	Iteration 28Q: 3 clusters Score -7092728 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -7092803.500000 Penalty: 5234.687500
	Iteration 29Q: 3 clusters Score -7092804 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -7092876.000000 Penalty: 5234.687500
	Iteration 30Q: 3 clusters Score -7092876 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -7092929.000000 Penalty: 5234.687500
	Iteration 31Q: 3 clusters Score -7092929 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -7093005.000000 Penalty: 5234.687500
	Iteration 32Q: 3 clusters Score -7093005 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -7093061.500000 Penalty: 5234.687500
	Iteration 33Q: 3 clusters Score -7093062 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29873 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -7093117.500000 Penalty: 5234.687500
	Iteration 34Q: 3 clusters Score -7093118 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -7093162.500000 Penalty: 5234.687500
	Iteration 35Q: 3 clusters Score -7093162 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -7093199.500000 Penalty: 5234.687500
	Iteration 36Q: 3 clusters Score -7093200 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -7093215.000000 Penalty: 5234.687500
	Iteration 37Q: 3 clusters Score -7093215 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -7093275.000000 Penalty: 5234.687500
	Iteration 38Q: 3 clusters Score -7093275 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -7093352.000000 Penalty: 5234.687500
	Iteration 39Q: 3 clusters Score -7093352 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -7093409.500000 Penalty: 5234.687500
	Iteration 40F: 3 clusters Score -7093410 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -7093442.000000 Penalty: 5234.687500
	Iteration 41Q: 3 clusters Score -7093442 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -7093502.500000 Penalty: 5234.687500
	Iteration 42Q: 3 clusters Score -7093502 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -7093620.500000 Penalty: 5234.687500
	Iteration 43Q: 3 clusters Score -7093620 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -7093652.500000 Penalty: 5234.687500
	Iteration 44Q: 3 clusters Score -7093652 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -7093751.500000 Penalty: 5234.687500
	Iteration 45Q: 3 clusters Score -7093752 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -7093829.500000 Penalty: 5234.687500
	Iteration 46Q: 3 clusters Score -7093830 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -7093857.000000 Penalty: 5234.687500
	Iteration 47Q: 3 clusters Score -7093857 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -7093922.500000 Penalty: 5234.687500
	Iteration 48Q: 3 clusters Score -7093922 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -7093961.000000 Penalty: 5234.687500
	Iteration 49Q: 3 clusters Score -7093961 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -7094027.000000 Penalty: 5234.687500
	Iteration 50Q: 3 clusters Score -7094027 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -7094073.500000 Penalty: 5234.687500
	Iteration 51Q: 3 clusters Score -7094074 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -7094090.500000 Penalty: 5234.687500
	Iteration 52Q: 3 clusters Score -7094090 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -7094163.500000 Penalty: 5234.687500
	Iteration 53Q: 3 clusters Score -7094164 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -7094207.000000 Penalty: 5234.687500
	Iteration 54Q: 3 clusters Score -7094207 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -7094253.500000 Penalty: 5234.687500
	Iteration 55Q: 3 clusters Score -7094254 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -7094279.500000 Penalty: 5234.687500
	Iteration 56Q: 3 clusters Score -7094280 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -7094336.000000 Penalty: 5234.687500
	Iteration 57Q: 3 clusters Score -7094336 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7094359.500000 Penalty: 5234.687500
	Iteration 58Q: 3 clusters Score -7094360 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7094394.500000 Penalty: 5234.687500
	Iteration 59Q: 3 clusters Score -7094394 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -7094416.000000 Penalty: 5234.687500
	Iteration 60F: 3 clusters Score -7094416 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7094461.500000 Penalty: 5234.687500
	Iteration 61Q: 3 clusters Score -7094462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -7094495.000000 Penalty: 5234.687500
	Iteration 62Q: 3 clusters Score -7094495 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7094522.000000 Penalty: 5234.687500
	Iteration 63Q: 3 clusters Score -7094522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7094549.000000 Penalty: 5234.687500
	Iteration 64Q: 3 clusters Score -7094549 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -7094561.500000 Penalty: 5234.687500
	Iteration 65Q: 3 clusters Score -7094562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -7094578.000000 Penalty: 5234.687500
	Iteration 66Q: 3 clusters Score -7094578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -7094572.000000 Penalty: 5234.687500
	Iteration 67Q: 3 clusters Score -7094572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7094581.000000 Penalty: 5234.687500
	Iteration 68Q: 3 clusters Score -7094581 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7094595.000000 Penalty: 5234.687500
	Iteration 69Q: 3 clusters Score -7094595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7094607.500000 Penalty: 5234.687500
	Iteration 70Q: 3 clusters Score -7094608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7094634.500000 Penalty: 5234.687500
	Iteration 71Q: 3 clusters Score -7094634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7094649.500000 Penalty: 5234.687500
	Iteration 72Q: 3 clusters Score -7094650 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7094656.000000 Penalty: 5234.687500
	Iteration 73Q: 3 clusters Score -7094656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7094655.500000 Penalty: 5234.687500
	Iteration 74Q: 3 clusters Score -7094656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7094686.500000 Penalty: 5234.687500
	Iteration 75Q: 3 clusters Score -7094686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7094686.000000 Penalty: 5234.687500
	Iteration 76Q: 3 clusters Score -7094686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7094688.000000 Penalty: 5234.687500
	Iteration 77Q: 3 clusters Score -7094688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7094684.000000 Penalty: 5234.687500
	Iteration 78Q: 3 clusters Score -7094684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7094696.500000 Penalty: 5234.687500
	Iteration 79Q: 3 clusters Score -7094696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7094708.000000 Penalty: 5234.687500
	Iteration 80F: 3 clusters Score -7094708 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7094703.500000 Penalty: 5234.687500
	Iteration 81Q: 3 clusters Score -7094704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7094695.000000 Penalty: 5234.687500
	Iteration 82Q: 3 clusters Score -7094695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7094693.000000 Penalty: 5234.687500
	Iteration 83Q: 3 clusters Score -7094693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7094690.000000 Penalty: 5234.687500
	Iteration 84Q: 3 clusters Score -7094690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7094710.500000 Penalty: 5234.687500
	Iteration 85Q: 3 clusters Score -7094710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7094718.000000 Penalty: 5234.687500
	Iteration 86Q: 3 clusters Score -7094718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7094718.500000 Penalty: 5234.687500
	Iteration 87Q: 3 clusters Score -7094718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -7094712.500000 Penalty: 5234.687500
	Iteration 88Q: 3 clusters Score -7094712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7094714.000000 Penalty: 5234.687500
	Iteration 89Q: 3 clusters Score -7094714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7094729.000000 Penalty: 5234.687500
	Iteration 90Q: 3 clusters Score -7094729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7094723.500000 Penalty: 5234.687500
	Iteration 91Q: 3 clusters Score -7094724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7094720.500000 Penalty: 5234.687500
	Iteration 92Q: 3 clusters Score -7094720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7094722.500000 Penalty: 5234.687500
	Iteration 93Q: 3 clusters Score -7094722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7094736.000000 Penalty: 5234.687500
	Iteration 94Q: 3 clusters Score -7094736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7094740.000000 Penalty: 5234.687500
	Iteration 95Q: 3 clusters Score -7094740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7094745.000000 Penalty: 5234.687500
	Iteration 96Q: 3 clusters Score -7094745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7094746.500000 Penalty: 5234.687500
	Iteration 97Q: 3 clusters Score -7094746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7094745.500000 Penalty: 5234.687500
	Iteration 98Q: 3 clusters Score -7094746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -7094754.500000 Penalty: 5234.687500
	Iteration 99Q: 3 clusters Score -7094754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7094758.500000 Penalty: 5234.687500
	Iteration 100F: 3 clusters Score -7094758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7094766.000000 Penalty: 5234.687500
	Iteration 101Q: 3 clusters Score -7094766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7094763.500000 Penalty: 5234.687500
	Iteration 102Q: 3 clusters Score -7094764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7094763.500000 Penalty: 5234.687500
	Iteration 103Q: 3 clusters Score -7094764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7094763.000000 Penalty: 5234.687500
	Iteration 104Q: 3 clusters Score -7094763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7094765.000000 Penalty: 5234.687500
	Iteration 105Q: 3 clusters Score -7094765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7094769.000000 Penalty: 5234.687500
	Iteration 106Q: 3 clusters Score -7094769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7094763.000000 Penalty: 5234.687500
	Iteration 107Q: 3 clusters Score -7094763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7094759.000000 Penalty: 5234.687500
	Iteration 108Q: 3 clusters Score -7094759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7094758.000000 Penalty: 5234.687500
	Iteration 109Q: 3 clusters Score -7094758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7094759.000000 Penalty: 5234.687500
	Iteration 110Q: 3 clusters Score -7094759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7094757.500000 Penalty: 5234.687500
	Iteration 111Q: 3 clusters Score -7094758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7094754.000000 Penalty: 5234.687500
	Iteration 112Q: 3 clusters Score -7094754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7094761.000000 Penalty: 5234.687500
	Iteration 113Q: 3 clusters Score -7094761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -7094765.000000 Penalty: 5234.687500
	Iteration 114Q: 3 clusters Score -7094765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7094767.000000 Penalty: 5234.687500
	Iteration 115Q: 3 clusters Score -7094767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7094767.000000 Penalty: 5234.687500
	Iteration 116Q: 3 clusters Score -7094767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7094769.000000 Penalty: 5234.687500
	Iteration 117Q: 3 clusters Score -7094769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7094766.500000 Penalty: 5234.687500
	Iteration 118Q: 3 clusters Score -7094766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7094761.000000 Penalty: 5234.687500
	Iteration 119Q: 3 clusters Score -7094761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7094764.500000 Penalty: 5234.687500
	Iteration 120F: 3 clusters Score -7094764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7094770.000000 Penalty: 5234.687500
	Iteration 121Q: 3 clusters Score -7094770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7094769.500000 Penalty: 5234.687500
	Iteration 122Q: 3 clusters Score -7094770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7094769.500000 Penalty: 5234.687500
	Iteration 123F: 3 clusters Score -7094770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 43845 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43991 members 
Mstep: Class 5 contains 41446 members 
Mstep: Class 6 contains 21160 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43254 members 
Mstep: Class 9 contains 42410 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45091 members 
Mstep: Class 12 contains 46499 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42553 members 
Mstep: Class 15 contains 690 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32133 members 
Mstep: Class 18 contains 46703 members 
Mstep: Class 19 contains 39764 members 
Mstep: Class 21 contains 45737 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43620 members 
Mstep: Class 24 contains 42098 members 
Mstep: Class 25 contains 38323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948872.000000 Penalty: 80096.007812
Iteration 479Q: 25 clusters Score -1.269489e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 43850 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 43996 members 
Mstep: Class 5 contains 41453 members 
Mstep: Class 6 contains 21148 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43261 members 
Mstep: Class 9 contains 42417 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45091 members 
Mstep: Class 12 contains 46514 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42554 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32129 members 
Mstep: Class 18 contains 46710 members 
Mstep: Class 19 contains 39755 members 
Mstep: Class 21 contains 45759 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43606 members 
Mstep: Class 24 contains 42097 members 
Mstep: Class 25 contains 38328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948696.000000 Penalty: 80096.007812
Iteration 480F: 25 clusters Score -1.269487e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 43855 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44006 members 
Mstep: Class 5 contains 41448 members 
Mstep: Class 6 contains 21134 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43261 members 
Mstep: Class 9 contains 42419 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45088 members 
Mstep: Class 12 contains 46513 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42544 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32125 members 
Mstep: Class 18 contains 46729 members 
Mstep: Class 19 contains 39752 members 
Mstep: Class 21 contains 45771 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43621 members 
Mstep: Class 24 contains 42084 members 
Mstep: Class 25 contains 38352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948840.000000 Penalty: 80096.007812
Iteration 481Q: 25 clusters Score -1.269488e+08 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 43878 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44010 members 
Mstep: Class 5 contains 41440 members 
Mstep: Class 6 contains 21124 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43249 members 
Mstep: Class 9 contains 42430 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45086 members 
Mstep: Class 12 contains 46522 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42527 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32122 members 
Mstep: Class 18 contains 46739 members 
Mstep: Class 19 contains 39750 members 
Mstep: Class 21 contains 45788 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43621 members 
Mstep: Class 24 contains 42089 members 
Mstep: Class 25 contains 38358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948832.000000 Penalty: 80096.007812
Iteration 482Q: 25 clusters Score -1.269488e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 43887 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44010 members 
Mstep: Class 5 contains 41451 members 
Mstep: Class 6 contains 21116 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43270 members 
Mstep: Class 9 contains 42423 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45098 members 
Mstep: Class 12 contains 46534 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42514 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32120 members 
Mstep: Class 18 contains 46755 members 
Mstep: Class 19 contains 39742 members 
Mstep: Class 21 contains 45795 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43609 members 
Mstep: Class 24 contains 42085 members 
Mstep: Class 25 contains 38363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948448.000000 Penalty: 80096.007812
Iteration 483Q: 25 clusters Score -1.269484e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 43906 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44019 members 
Mstep: Class 5 contains 41450 members 
Mstep: Class 6 contains 21110 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43271 members 
Mstep: Class 9 contains 42417 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45106 members 
Mstep: Class 12 contains 46535 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42505 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32116 members 
Mstep: Class 18 contains 46772 members 
Mstep: Class 19 contains 39741 members 
Mstep: Class 21 contains 45790 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43611 members 
Mstep: Class 24 contains 42092 members 
Mstep: Class 25 contains 38370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948648.000000 Penalty: 80096.007812
Iteration 484Q: 25 clusters Score -1.269486e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 43912 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44029 members 
Mstep: Class 5 contains 41450 members 
Mstep: Class 6 contains 21104 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43258 members 
Mstep: Class 9 contains 42425 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45110 members 
Mstep: Class 12 contains 46543 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42497 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32114 members 
Mstep: Class 18 contains 46767 members 
Mstep: Class 19 contains 39736 members 
Mstep: Class 21 contains 45794 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43619 members 
Mstep: Class 24 contains 42101 members 
Mstep: Class 25 contains 38387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948608.000000 Penalty: 80096.007812
Iteration 485Q: 25 clusters Score -1.269486e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 43895 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44027 members 
Mstep: Class 5 contains 41456 members 
Mstep: Class 6 contains 21099 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43261 members 
Mstep: Class 9 contains 42430 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45115 members 
Mstep: Class 12 contains 46558 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42485 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32113 members 
Mstep: Class 18 contains 46774 members 
Mstep: Class 19 contains 39731 members 
Mstep: Class 21 contains 45803 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43634 members 
Mstep: Class 24 contains 42104 members 
Mstep: Class 25 contains 38411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948640.000000 Penalty: 80096.007812
Iteration 486Q: 25 clusters Score -1.269486e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 43888 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44040 members 
Mstep: Class 5 contains 41443 members 
Mstep: Class 6 contains 21080 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43254 members 
Mstep: Class 9 contains 42445 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 45120 members 
Mstep: Class 12 contains 46574 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42485 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32112 members 
Mstep: Class 18 contains 46780 members 
Mstep: Class 19 contains 39721 members 
Mstep: Class 21 contains 45821 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43635 members 
Mstep: Class 24 contains 42106 members 
Mstep: Class 25 contains 38429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948528.000000 Penalty: 80096.007812
Iteration 487Q: 25 clusters Score -1.269485e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 43881 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44055 members 
Mstep: Class 5 contains 41440 members 
Mstep: Class 6 contains 21068 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43250 members 
Mstep: Class 9 contains 42456 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45113 members 
Mstep: Class 12 contains 46578 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42480 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32112 members 
Mstep: Class 18 contains 46802 members 
Mstep: Class 19 contains 39729 members 
Mstep: Class 21 contains 45830 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 43658 members 
Mstep: Class 24 contains 42101 members 
Mstep: Class 25 contains 38420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948544.000000 Penalty: 80096.007812
Iteration 488Q: 25 clusters Score -1.269485e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 43888 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44073 members 
Mstep: Class 5 contains 41440 members 
Mstep: Class 6 contains 21055 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43231 members 
Mstep: Class 9 contains 42468 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45113 members 
Mstep: Class 12 contains 46590 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42475 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32114 members 
Mstep: Class 18 contains 46815 members 
Mstep: Class 19 contains 39725 members 
Mstep: Class 21 contains 45835 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43669 members 
Mstep: Class 24 contains 42104 members 
Mstep: Class 25 contains 38420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948600.000000 Penalty: 80096.007812
Iteration 489Q: 25 clusters Score -1.269486e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 43878 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44088 members 
Mstep: Class 5 contains 41442 members 
Mstep: Class 6 contains 21039 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43229 members 
Mstep: Class 9 contains 42466 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45129 members 
Mstep: Class 12 contains 46595 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42477 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32113 members 
Mstep: Class 18 contains 46808 members 
Mstep: Class 19 contains 39737 members 
Mstep: Class 21 contains 45860 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43661 members 
Mstep: Class 24 contains 42094 members 
Mstep: Class 25 contains 38423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948848.000000 Penalty: 80096.007812
Iteration 490Q: 25 clusters Score -1.269488e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 43863 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44099 members 
Mstep: Class 5 contains 41453 members 
Mstep: Class 6 contains 21029 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43223 members 
Mstep: Class 9 contains 42479 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45136 members 
Mstep: Class 12 contains 46601 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42492 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32115 members 
Mstep: Class 18 contains 46801 members 
Mstep: Class 19 contains 39736 members 
Mstep: Class 21 contains 45864 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43671 members 
Mstep: Class 24 contains 42090 members 
Mstep: Class 25 contains 38417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948904.000000 Penalty: 80096.007812
Iteration 491Q: 25 clusters Score -1.269489e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 43873 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44119 members 
Mstep: Class 5 contains 41456 members 
Mstep: Class 6 contains 21012 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43229 members 
Mstep: Class 9 contains 42479 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45148 members 
Mstep: Class 12 contains 46593 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42496 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32115 members 
Mstep: Class 18 contains 46798 members 
Mstep: Class 19 contains 39721 members 
Mstep: Class 21 contains 45863 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43680 members 
Mstep: Class 24 contains 42087 members 
Mstep: Class 25 contains 38416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948728.000000 Penalty: 80096.007812
Iteration 492Q: 25 clusters Score -1.269487e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 43880 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44129 members 
Mstep: Class 5 contains 41462 members 
Mstep: Class 6 contains 21002 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43242 members 
Mstep: Class 9 contains 42479 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45141 members 
Mstep: Class 12 contains 46590 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42497 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32117 members 
Mstep: Class 18 contains 46801 members 
Mstep: Class 19 contains 39711 members 
Mstep: Class 21 contains 45885 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43668 members 
Mstep: Class 24 contains 42079 members 
Mstep: Class 25 contains 38417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948680.000000 Penalty: 80096.007812
Iteration 493Q: 25 clusters Score -1.269487e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 43890 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44141 members 
Mstep: Class 5 contains 41467 members 
Mstep: Class 6 contains 20999 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43252 members 
Mstep: Class 9 contains 42481 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45130 members 
Mstep: Class 12 contains 46587 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42497 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32116 members 
Mstep: Class 18 contains 46802 members 
Mstep: Class 19 contains 39699 members 
Mstep: Class 21 contains 45895 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43667 members 
Mstep: Class 24 contains 42082 members 
Mstep: Class 25 contains 38412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948648.000000 Penalty: 80096.007812
Iteration 494Q: 25 clusters Score -1.269486e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 43887 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44160 members 
Mstep: Class 5 contains 41463 members 
Mstep: Class 6 contains 20987 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43271 members 
Mstep: Class 9 contains 42501 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45129 members 
Mstep: Class 12 contains 46589 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42496 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32114 members 
Mstep: Class 18 contains 46803 members 
Mstep: Class 19 contains 39689 members 
Mstep: Class 21 contains 45910 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43652 members 
Mstep: Class 24 contains 42080 members 
Mstep: Class 25 contains 38407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948496.000000 Penalty: 80096.007812
Iteration 495Q: 25 clusters Score -1.269485e+08 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 43864 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44171 members 
Mstep: Class 5 contains 41472 members 
Mstep: Class 6 contains 20963 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43281 members 
Mstep: Class 9 contains 42522 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45133 members 
Mstep: Class 12 contains 46583 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42506 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32115 members 
Mstep: Class 18 contains 46804 members 
Mstep: Class 19 contains 39689 members 
Mstep: Class 21 contains 45912 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43658 members 
Mstep: Class 24 contains 42082 members 
Mstep: Class 25 contains 38414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948568.000000 Penalty: 80096.007812
Iteration 496Q: 25 clusters Score -1.269486e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 43861 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44166 members 
Mstep: Class 5 contains 41475 members 
Mstep: Class 6 contains 20951 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43297 members 
Mstep: Class 9 contains 42538 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45148 members 
Mstep: Class 12 contains 46578 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42517 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32115 members 
Mstep: Class 18 contains 46798 members 
Mstep: Class 19 contains 39681 members 
Mstep: Class 21 contains 45920 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43656 members 
Mstep: Class 24 contains 42079 members 
Mstep: Class 25 contains 38426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948496.000000 Penalty: 80096.007812
Iteration 497Q: 25 clusters Score -1.269485e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 43872 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44169 members 
Mstep: Class 5 contains 41473 members 
Mstep: Class 6 contains 20935 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43315 members 
Mstep: Class 9 contains 42544 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45164 members 
Mstep: Class 12 contains 46575 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42506 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32112 members 
Mstep: Class 18 contains 46808 members 
Mstep: Class 19 contains 39674 members 
Mstep: Class 21 contains 45940 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43640 members 
Mstep: Class 24 contains 42074 members 
Mstep: Class 25 contains 38431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948368.000000 Penalty: 80096.007812
Iteration 498Q: 25 clusters Score -1.269484e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 43868 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44174 members 
Mstep: Class 5 contains 41473 members 
Mstep: Class 6 contains 20913 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43318 members 
Mstep: Class 9 contains 42546 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45168 members 
Mstep: Class 12 contains 46585 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42508 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32111 members 
Mstep: Class 18 contains 46816 members 
Mstep: Class 19 contains 39653 members 
Mstep: Class 21 contains 45950 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43653 members 
Mstep: Class 24 contains 42072 members 
Mstep: Class 25 contains 38443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948328.000000 Penalty: 80096.007812
Iteration 499Q: 25 clusters Score -1.269483e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 43880 members 
Mstep: Class 3 contains 941 members 
Mstep: Class 4 contains 44169 members 
Mstep: Class 5 contains 41476 members 
Mstep: Class 6 contains 20904 members 
Mstep: Class 7 contains 538 members 
Mstep: Class 8 contains 43327 members 
Mstep: Class 9 contains 42551 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 45176 members 
Mstep: Class 12 contains 46595 members 
Mstep: Class 13 contains 907 members 
Mstep: Class 14 contains 42509 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 17 contains 32107 members 
Mstep: Class 18 contains 46810 members 
Mstep: Class 19 contains 39643 members 
Mstep: Class 21 contains 45953 members 
Mstep: Class 22 contains 787 members 
Mstep: Class 23 contains 43660 members 
Mstep: Class 24 contains 42072 members 
Mstep: Class 25 contains 38444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126948376.000000 Penalty: 80096.007812
Iteration 500F: 25 clusters Score -1.269484e+08 nChanged 455
Maximum iterations exceeded
--- Evaluating fit on full set of 2096132 points ---
Entering Unmasked Estep 
Score: -385101504.000000 Penalty: 86634.953125
22->25 Clusters: Score -385101504.000000, best is -385147328.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 698710 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 31697 members 
Mstep: Class 3 contains 31628 members 
Mstep: Class 4 contains 31569 members 
Mstep: Class 5 contains 32124 members 
Mstep: Class 6 contains 31558 members 
Mstep: Class 7 contains 31926 members 
Mstep: Class 8 contains 31811 members 
Mstep: Class 9 contains 31797 members 
Mstep: Class 10 contains 32197 members 
Mstep: Class 11 contains 31793 members 
Mstep: Class 12 contains 31659 members 
Mstep: Class 13 contains 31454 members 
Mstep: Class 14 contains 31623 members 
Mstep: Class 15 contains 31867 members 
Mstep: Class 16 contains 31777 members 
Mstep: Class 17 contains 31906 members 
Mstep: Class 18 contains 31707 members 
Mstep: Class 19 contains 31632 members 
Mstep: Class 20 contains 32040 members 
Mstep: Class 21 contains 31861 members 
Mstep: Class 22 contains 31698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1843.544067 but Gain 3337.335938
Score: -121487176.000000 Penalty: 70084.007812
Iteration 0F: 22 clusters Score -1.214872e+08 nChanged 666359
Entering Unmasked Mstep 
Mstep: Class 0 contains 1731 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 204031 members 
Mstep: Class 3 contains 9908 members 
Mstep: Class 4 contains 193316 members 
Mstep: Class 5 contains 19325 members 
Mstep: Class 6 contains 12022 members 
Mstep: Class 7 contains 47310 members 
Mstep: Class 8 contains 10716 members 
Mstep: Class 9 contains 18320 members 
Mstep: Class 10 contains 59157 members 
Mstep: Class 11 contains 28730 members 
Mstep: Class 12 contains 7260 members 
Mstep: Class 13 contains 11015 members 
Mstep: Class 14 contains 10423 members 
Mstep: Class 15 contains 5964 members 
Mstep: Class 16 contains 11002 members 
Mstep: Class 17 contains 6897 members 
Mstep: Class 18 contains 8521 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 15451 members 
Mstep: Class 21 contains 7801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1632.061035 but Gain 3337.328125
Score: -125428288.000000 Penalty: 66746.679688
Iteration 1F: 21 clusters Score -1.254283e+08 nChanged 247330
Entering Unmasked Mstep 
Mstep: Class 0 contains 1673 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 187457 members 
Mstep: Class 3 contains 3389 members 
Mstep: Class 4 contains 194715 members 
Mstep: Class 5 contains 27133 members 
Mstep: Class 6 contains 10761 members 
Mstep: Class 7 contains 57292 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 108324 members 
Mstep: Class 11 contains 54521 members 
Mstep: Class 13 contains 4237 members 
Mstep: Class 14 contains 3063 members 
Mstep: Class 15 contains 1346 members 
Mstep: Class 16 contains 9765 members 
Mstep: Class 17 contains 2214 members 
Mstep: Class 18 contains 2261 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 7125 members 
Mstep: Class 21 contains 3076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2046.280396 but Gain 3337.335938
Score: -125884440.000000 Penalty: 63409.343750
Iteration 2F: 20 clusters Score -1.258844e+08 nChanged 206883
Entering Unmasked Mstep 
Mstep: Class 0 contains 1065 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 137561 members 
Mstep: Class 3 contains 2889 members 
Mstep: Class 4 contains 145941 members 
Mstep: Class 5 contains 39063 members 
Mstep: Class 6 contains 11271 members 
Mstep: Class 7 contains 88858 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 12261 members 
Mstep: Class 10 contains 107499 members 
Mstep: Class 11 contains 109657 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 3832 members 
Mstep: Class 15 contains 1009 members 
Mstep: Class 16 contains 9109 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 3745 members 
Mstep: Class 20 contains 6306 members 
Mstep: Class 21 contains 2074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125960544.000000 Penalty: 63409.343750
Iteration 3F: 20 clusters Score -1.259605e+08 nChanged 212078
Entering Unmasked Mstep 
Mstep: Class 0 contains 572 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 93374 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 100921 members 
Mstep: Class 5 contains 79474 members 
Mstep: Class 6 contains 13523 members 
Mstep: Class 7 contains 143021 members 
Mstep: Class 8 contains 5179 members 
Mstep: Class 9 contains 18278 members 
Mstep: Class 10 contains 91870 members 
Mstep: Class 11 contains 107840 members 
Mstep: Class 13 contains 8763 members 
Mstep: Class 14 contains 4303 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 10321 members 
Mstep: Class 17 contains 2922 members 
Mstep: Class 18 contains 4008 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126175432.000000 Penalty: 63409.343750
Iteration 4F: 20 clusters Score -1.261754e+08 nChanged 183212
Entering Unmasked Mstep 
Mstep: Class 0 contains 384 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 102887 members 
Mstep: Class 3 contains 1695 members 
Mstep: Class 4 contains 95365 members 
Mstep: Class 5 contains 139853 members 
Mstep: Class 6 contains 16950 members 
Mstep: Class 7 contains 81427 members 
Mstep: Class 8 contains 5425 members 
Mstep: Class 9 contains 28604 members 
Mstep: Class 10 contains 93927 members 
Mstep: Class 11 contains 84844 members 
Mstep: Class 13 contains 10363 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 1454 members 
Mstep: Class 16 contains 12450 members 
Mstep: Class 17 contains 2896 members 
Mstep: Class 18 contains 3851 members 
Mstep: Class 20 contains 8118 members 
Mstep: Class 21 contains 2035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126247408.000000 Penalty: 63409.343750
Iteration 5F: 20 clusters Score -1.262474e+08 nChanged 186928
Entering Unmasked Mstep 
Mstep: Class 0 contains 274 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 83804 members 
Mstep: Class 3 contains 1267 members 
Mstep: Class 4 contains 97651 members 
Mstep: Class 5 contains 78034 members 
Mstep: Class 6 contains 19565 members 
Mstep: Class 7 contains 119059 members 
Mstep: Class 8 contains 5195 members 
Mstep: Class 9 contains 38771 members 
Mstep: Class 10 contains 92094 members 
Mstep: Class 11 contains 112512 members 
Mstep: Class 13 contains 10775 members 
Mstep: Class 14 contains 3510 members 
Mstep: Class 15 contains 1561 members 
Mstep: Class 16 contains 14843 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 20 contains 9692 members 
Mstep: Class 21 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126313352.000000 Penalty: 63409.343750
Iteration 6F: 20 clusters Score -1.263134e+08 nChanged 153770
Entering Unmasked Mstep 
Mstep: Class 0 contains 201 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 104567 members 
Mstep: Class 3 contains 1018 members 
Mstep: Class 4 contains 86268 members 
Mstep: Class 5 contains 108126 members 
Mstep: Class 6 contains 23526 members 
Mstep: Class 7 contains 84855 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 55035 members 
Mstep: Class 10 contains 89377 members 
Mstep: Class 11 contains 83075 members 
Mstep: Class 13 contains 11753 members 
Mstep: Class 14 contains 2947 members 
Mstep: Class 15 contains 1642 members 
Mstep: Class 16 contains 19009 members 
Mstep: Class 17 contains 2516 members 
Mstep: Class 18 contains 3261 members 
Mstep: Class 20 contains 12487 members 
Mstep: Class 21 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2629.298584 but Gain 3337.335938
Score: -126402712.000000 Penalty: 60072.007812
Iteration 7F: 19 clusters Score -1.264027e+08 nChanged 146782
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 73094 members 
Mstep: Class 3 contains 952 members 
Mstep: Class 4 contains 93310 members 
Mstep: Class 5 contains 84853 members 
Mstep: Class 6 contains 25820 members 
Mstep: Class 7 contains 100369 members 
Mstep: Class 8 contains 4751 members 
Mstep: Class 9 contains 70935 members 
Mstep: Class 10 contains 85377 members 
Mstep: Class 11 contains 95455 members 
Mstep: Class 13 contains 13721 members 
Mstep: Class 15 contains 1688 members 
Mstep: Class 16 contains 22923 members 
Mstep: Class 17 contains 2494 members 
Mstep: Class 18 contains 3130 members 
Mstep: Class 20 contains 15776 members 
Mstep: Class 21 contains 2315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3249.811035 but Gain 3337.332031
Score: -126488968.000000 Penalty: 56734.675781
Iteration 8F: 18 clusters Score -1.26489e+08 nChanged 123458
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 85241 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 76922 members 
Mstep: Class 5 contains 88544 members 
Mstep: Class 6 contains 28274 members 
Mstep: Class 7 contains 81840 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 88139 members 
Mstep: Class 10 contains 82884 members 
Mstep: Class 11 contains 88507 members 
Mstep: Class 13 contains 16516 members 
Mstep: Class 15 contains 1718 members 
Mstep: Class 16 contains 27083 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 20 contains 20314 members 
Mstep: Class 21 contains 2472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126565416.000000 Penalty: 56734.675781
Iteration 9F: 18 clusters Score -1.265654e+08 nChanged 110347
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 72326 members 
Mstep: Class 3 contains 1156 members 
Mstep: Class 4 contains 74019 members 
Mstep: Class 5 contains 82518 members 
Mstep: Class 6 contains 31634 members 
Mstep: Class 7 contains 80453 members 
Mstep: Class 8 contains 3783 members 
Mstep: Class 9 contains 100622 members 
Mstep: Class 10 contains 78451 members 
Mstep: Class 11 contains 87914 members 
Mstep: Class 13 contains 18669 members 
Mstep: Class 15 contains 1757 members 
Mstep: Class 16 contains 31369 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 20 contains 27311 members 
Mstep: Class 21 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126590584.000000 Penalty: 56734.675781
Iteration 10F: 18 clusters Score -1.265906e+08 nChanged 87218
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 66403 members 
Mstep: Class 3 contains 1205 members 
Mstep: Class 4 contains 65664 members 
Mstep: Class 5 contains 78168 members 
Mstep: Class 6 contains 37589 members 
Mstep: Class 7 contains 78842 members 
Mstep: Class 8 contains 3429 members 
Mstep: Class 9 contains 98551 members 
Mstep: Class 10 contains 77423 members 
Mstep: Class 11 contains 87069 members 
Mstep: Class 13 contains 22026 members 
Mstep: Class 15 contains 1732 members 
Mstep: Class 16 contains 37378 members 
Mstep: Class 18 contains 2534 members 
Mstep: Class 20 contains 36900 members 
Mstep: Class 21 contains 2368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126632736.000000 Penalty: 56734.675781
Iteration 11F: 18 clusters Score -1.266327e+08 nChanged 73285
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 61615 members 
Mstep: Class 3 contains 1228 members 
Mstep: Class 4 contains 59251 members 
Mstep: Class 5 contains 73838 members 
Mstep: Class 6 contains 45291 members 
Mstep: Class 7 contains 76660 members 
Mstep: Class 8 contains 3116 members 
Mstep: Class 9 contains 93774 members 
Mstep: Class 10 contains 74400 members 
Mstep: Class 11 contains 84914 members 
Mstep: Class 13 contains 25036 members 
Mstep: Class 15 contains 1707 members 
Mstep: Class 16 contains 44224 members 
Mstep: Class 18 contains 2373 members 
Mstep: Class 20 contains 47613 members 
Mstep: Class 21 contains 2327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126680408.000000 Penalty: 56734.675781
Iteration 12F: 18 clusters Score -1.266804e+08 nChanged 68549
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 57230 members 
Mstep: Class 3 contains 1237 members 
Mstep: Class 4 contains 54518 members 
Mstep: Class 5 contains 69426 members 
Mstep: Class 6 contains 55379 members 
Mstep: Class 7 contains 72658 members 
Mstep: Class 8 contains 2806 members 
Mstep: Class 9 contains 88980 members 
Mstep: Class 10 contains 70441 members 
Mstep: Class 11 contains 81001 members 
Mstep: Class 13 contains 27668 members 
Mstep: Class 15 contains 1660 members 
Mstep: Class 16 contains 52910 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 20 contains 57028 members 
Mstep: Class 21 contains 2264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3336.839355 but Gain 3337.335938
Score: -126720408.000000 Penalty: 53397.339844
Iteration 13F: 17 clusters Score -1.267204e+08 nChanged 72542
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 54299 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 51860 members 
Mstep: Class 5 contains 63597 members 
Mstep: Class 6 contains 68997 members 
Mstep: Class 7 contains 67916 members 
Mstep: Class 9 contains 83744 members 
Mstep: Class 10 contains 66085 members 
Mstep: Class 11 contains 76763 members 
Mstep: Class 13 contains 29966 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 63982 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 20 contains 63079 members 
Mstep: Class 21 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126754000.000000 Penalty: 53397.339844
Iteration 14F: 17 clusters Score -1.26754e+08 nChanged 69609
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 51971 members 
Mstep: Class 3 contains 1209 members 
Mstep: Class 4 contains 50679 members 
Mstep: Class 5 contains 58522 members 
Mstep: Class 6 contains 83064 members 
Mstep: Class 7 contains 61698 members 
Mstep: Class 9 contains 79461 members 
Mstep: Class 10 contains 60399 members 
Mstep: Class 11 contains 73091 members 
Mstep: Class 13 contains 31848 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 73379 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 20 contains 66372 members 
Mstep: Class 21 contains 2094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126762184.000000 Penalty: 53397.339844
Iteration 15F: 17 clusters Score -1.267622e+08 nChanged 69119
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 51578 members 
Mstep: Class 3 contains 1186 members 
Mstep: Class 4 contains 50652 members 
Mstep: Class 5 contains 55485 members 
Mstep: Class 6 contains 96915 members 
Mstep: Class 7 contains 56286 members 
Mstep: Class 9 contains 74342 members 
Mstep: Class 10 contains 53042 members 
Mstep: Class 11 contains 70450 members 
Mstep: Class 13 contains 33825 members 
Mstep: Class 15 contains 1535 members 
Mstep: Class 16 contains 78994 members 
Mstep: Class 18 contains 2241 members 
Mstep: Class 20 contains 69048 members 
Mstep: Class 21 contains 2054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126735784.000000 Penalty: 53397.339844
Iteration 16F: 17 clusters Score -1.267358e+08 nChanged 63675
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 52905 members 
Mstep: Class 3 contains 1169 members 
Mstep: Class 4 contains 52226 members 
Mstep: Class 5 contains 54546 members 
Mstep: Class 6 contains 90225 members 
Mstep: Class 7 contains 55957 members 
Mstep: Class 9 contains 74258 members 
Mstep: Class 10 contains 49992 members 
Mstep: Class 11 contains 69319 members 
Mstep: Class 13 contains 36357 members 
Mstep: Class 15 contains 1494 members 
Mstep: Class 16 contains 83149 members 
Mstep: Class 18 contains 2313 members 
Mstep: Class 20 contains 71750 members 
Mstep: Class 21 contains 2035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126754224.000000 Penalty: 53397.339844
Iteration 17F: 17 clusters Score -1.267542e+08 nChanged 44099
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 53424 members 
Mstep: Class 3 contains 1155 members 
Mstep: Class 4 contains 54105 members 
Mstep: Class 5 contains 54216 members 
Mstep: Class 6 contains 87949 members 
Mstep: Class 7 contains 55234 members 
Mstep: Class 9 contains 73522 members 
Mstep: Class 10 contains 48975 members 
Mstep: Class 11 contains 68253 members 
Mstep: Class 13 contains 38272 members 
Mstep: Class 15 contains 1473 members 
Mstep: Class 16 contains 83154 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 20 contains 73614 members 
Mstep: Class 21 contains 2006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126763048.000000 Penalty: 53397.339844
Iteration 18F: 17 clusters Score -1.26763e+08 nChanged 33396
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 53519 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 55310 members 
Mstep: Class 5 contains 53916 members 
Mstep: Class 6 contains 86343 members 
Mstep: Class 7 contains 54631 members 
Mstep: Class 9 contains 72718 members 
Mstep: Class 10 contains 49730 members 
Mstep: Class 11 contains 67463 members 
Mstep: Class 13 contains 39940 members 
Mstep: Class 15 contains 1467 members 
Mstep: Class 16 contains 82559 members 
Mstep: Class 18 contains 2529 members 
Mstep: Class 20 contains 74590 members 
Mstep: Class 21 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126767672.000000 Penalty: 53397.339844
Iteration 19Q: 17 clusters Score -1.267677e+08 nChanged 26993
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 53454 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 56267 members 
Mstep: Class 5 contains 53594 members 
Mstep: Class 6 contains 85569 members 
Mstep: Class 7 contains 53947 members 
Mstep: Class 9 contains 71858 members 
Mstep: Class 10 contains 51328 members 
Mstep: Class 11 contains 66715 members 
Mstep: Class 13 contains 41416 members 
Mstep: Class 15 contains 1456 members 
Mstep: Class 16 contains 81913 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 20 contains 74656 members 
Mstep: Class 21 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126770264.000000 Penalty: 53397.339844
Iteration 20F: 17 clusters Score -1.267703e+08 nChanged 23523
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 53351 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 57233 members 
Mstep: Class 5 contains 53285 members 
Mstep: Class 6 contains 84996 members 
Mstep: Class 7 contains 53511 members 
Mstep: Class 9 contains 70982 members 
Mstep: Class 10 contains 52883 members 
Mstep: Class 11 contains 66129 members 
Mstep: Class 13 contains 42775 members 
Mstep: Class 15 contains 1441 members 
Mstep: Class 16 contains 81298 members 
Mstep: Class 18 contains 2739 members 
Mstep: Class 20 contains 74253 members 
Mstep: Class 21 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126772512.000000 Penalty: 53397.339844
Iteration 21Q: 17 clusters Score -1.267725e+08 nChanged 20475
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 53306 members 
Mstep: Class 3 contains 1132 members 
Mstep: Class 4 contains 58187 members 
Mstep: Class 5 contains 53039 members 
Mstep: Class 6 contains 84460 members 
Mstep: Class 7 contains 53194 members 
Mstep: Class 9 contains 70156 members 
Mstep: Class 10 contains 53958 members 
Mstep: Class 11 contains 65733 members 
Mstep: Class 13 contains 44106 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 80877 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 20 contains 73665 members 
Mstep: Class 21 contains 1854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126773832.000000 Penalty: 53397.339844
Iteration 22Q: 17 clusters Score -1.267738e+08 nChanged 18314
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 53172 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 59082 members 
Mstep: Class 5 contains 53021 members 
Mstep: Class 6 contains 83989 members 
Mstep: Class 7 contains 53128 members 
Mstep: Class 9 contains 69335 members 
Mstep: Class 10 contains 54644 members 
Mstep: Class 11 contains 65479 members 
Mstep: Class 13 contains 45239 members 
Mstep: Class 15 contains 1398 members 
Mstep: Class 16 contains 80578 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 20 contains 72981 members 
Mstep: Class 21 contains 1833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126775328.000000 Penalty: 53397.339844
Iteration 23Q: 17 clusters Score -1.267753e+08 nChanged 16449
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 53174 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 59923 members 
Mstep: Class 5 contains 53088 members 
Mstep: Class 6 contains 83499 members 
Mstep: Class 7 contains 53191 members 
Mstep: Class 9 contains 68561 members 
Mstep: Class 10 contains 55037 members 
Mstep: Class 11 contains 65273 members 
Mstep: Class 13 contains 46319 members 
Mstep: Class 15 contains 1392 members 
Mstep: Class 16 contains 80187 members 
Mstep: Class 18 contains 3002 members 
Mstep: Class 20 contains 72341 members 
Mstep: Class 21 contains 1801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126776280.000000 Penalty: 53397.339844
Iteration 24Q: 17 clusters Score -1.267763e+08 nChanged 15146
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 53191 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 60761 members 
Mstep: Class 5 contains 53318 members 
Mstep: Class 6 contains 83029 members 
Mstep: Class 7 contains 53277 members 
Mstep: Class 9 contains 67910 members 
Mstep: Class 10 contains 55213 members 
Mstep: Class 11 contains 65136 members 
Mstep: Class 13 contains 47294 members 
Mstep: Class 15 contains 1390 members 
Mstep: Class 16 contains 79837 members 
Mstep: Class 18 contains 3092 members 
Mstep: Class 20 contains 71583 members 
Mstep: Class 21 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126777112.000000 Penalty: 53397.339844
Iteration 25Q: 17 clusters Score -1.267771e+08 nChanged 13941
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 53276 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 61586 members 
Mstep: Class 5 contains 53560 members 
Mstep: Class 6 contains 82436 members 
Mstep: Class 7 contains 53375 members 
Mstep: Class 9 contains 67339 members 
Mstep: Class 10 contains 55269 members 
Mstep: Class 11 contains 65001 members 
Mstep: Class 13 contains 48230 members 
Mstep: Class 15 contains 1382 members 
Mstep: Class 16 contains 79576 members 
Mstep: Class 18 contains 3176 members 
Mstep: Class 20 contains 70847 members 
Mstep: Class 21 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126777752.000000 Penalty: 53397.339844
Iteration 26Q: 17 clusters Score -1.267778e+08 nChanged 13127
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 53449 members 
Mstep: Class 3 contains 1145 members 
Mstep: Class 4 contains 62572 members 
Mstep: Class 5 contains 53762 members 
Mstep: Class 6 contains 81786 members 
Mstep: Class 7 contains 53372 members 
Mstep: Class 9 contains 66801 members 
Mstep: Class 10 contains 55395 members 
Mstep: Class 11 contains 64861 members 
Mstep: Class 13 contains 49107 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 16 contains 79212 members 
Mstep: Class 18 contains 3228 members 
Mstep: Class 20 contains 70143 members 
Mstep: Class 21 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126778584.000000 Penalty: 53397.339844
Iteration 27Q: 17 clusters Score -1.267786e+08 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 53516 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 63426 members 
Mstep: Class 5 contains 54015 members 
Mstep: Class 6 contains 81089 members 
Mstep: Class 7 contains 53412 members 
Mstep: Class 9 contains 66407 members 
Mstep: Class 10 contains 55481 members 
Mstep: Class 11 contains 64749 members 
Mstep: Class 13 contains 49888 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 78934 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 20 contains 69505 members 
Mstep: Class 21 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126779072.000000 Penalty: 53397.339844
Iteration 28Q: 17 clusters Score -1.267791e+08 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 53575 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 64305 members 
Mstep: Class 5 contains 54180 members 
Mstep: Class 6 contains 80369 members 
Mstep: Class 7 contains 53559 members 
Mstep: Class 9 contains 66016 members 
Mstep: Class 10 contains 55531 members 
Mstep: Class 11 contains 64650 members 
Mstep: Class 13 contains 50634 members 
Mstep: Class 15 contains 1359 members 
Mstep: Class 16 contains 78716 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 20 contains 68859 members 
Mstep: Class 21 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126780120.000000 Penalty: 53397.339844
Iteration 29Q: 17 clusters Score -1.267801e+08 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 53714 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 65194 members 
Mstep: Class 5 contains 54323 members 
Mstep: Class 6 contains 79751 members 
Mstep: Class 7 contains 53619 members 
Mstep: Class 9 contains 65759 members 
Mstep: Class 10 contains 55549 members 
Mstep: Class 11 contains 64508 members 
Mstep: Class 13 contains 51255 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 78426 members 
Mstep: Class 18 contains 3373 members 
Mstep: Class 20 contains 68262 members 
Mstep: Class 21 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126780232.000000 Penalty: 53397.339844
Iteration 30Q: 17 clusters Score -1.267802e+08 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 53877 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 65968 members 
Mstep: Class 5 contains 54424 members 
Mstep: Class 6 contains 79167 members 
Mstep: Class 7 contains 53698 members 
Mstep: Class 9 contains 65578 members 
Mstep: Class 10 contains 55539 members 
Mstep: Class 11 contains 64483 members 
Mstep: Class 13 contains 51775 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 78108 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 20 contains 67713 members 
Mstep: Class 21 contains 1718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126780584.000000 Penalty: 53397.339844
Iteration 31Q: 17 clusters Score -1.267806e+08 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 54035 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 66777 members 
Mstep: Class 5 contains 54556 members 
Mstep: Class 6 contains 78558 members 
Mstep: Class 7 contains 53763 members 
Mstep: Class 9 contains 65494 members 
Mstep: Class 10 contains 55536 members 
Mstep: Class 11 contains 64430 members 
Mstep: Class 13 contains 52268 members 
Mstep: Class 15 contains 1349 members 
Mstep: Class 16 contains 77697 members 
Mstep: Class 18 contains 3453 members 
Mstep: Class 20 contains 67179 members 
Mstep: Class 21 contains 1719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126781648.000000 Penalty: 53397.339844
Iteration 32Q: 17 clusters Score -1.267816e+08 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 54114 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 67558 members 
Mstep: Class 5 contains 54703 members 
Mstep: Class 6 contains 77980 members 
Mstep: Class 7 contains 53881 members 
Mstep: Class 9 contains 65457 members 
Mstep: Class 10 contains 55599 members 
Mstep: Class 11 contains 64293 members 
Mstep: Class 13 contains 52687 members 
Mstep: Class 15 contains 1347 members 
Mstep: Class 16 contains 77248 members 
Mstep: Class 18 contains 3498 members 
Mstep: Class 20 contains 66730 members 
Mstep: Class 21 contains 1718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126781912.000000 Penalty: 53397.339844
Iteration 33Q: 17 clusters Score -1.267819e+08 nChanged 9888
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 54119 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 68324 members 
Mstep: Class 5 contains 54805 members 
Mstep: Class 6 contains 77455 members 
Mstep: Class 7 contains 54004 members 
Mstep: Class 9 contains 65608 members 
Mstep: Class 10 contains 55606 members 
Mstep: Class 11 contains 64171 members 
Mstep: Class 13 contains 53008 members 
Mstep: Class 15 contains 1344 members 
Mstep: Class 16 contains 76812 members 
Mstep: Class 18 contains 3546 members 
Mstep: Class 20 contains 66290 members 
Mstep: Class 21 contains 1719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126782776.000000 Penalty: 53397.339844
Iteration 34Q: 17 clusters Score -1.267828e+08 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 54136 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 69103 members 
Mstep: Class 5 contains 54835 members 
Mstep: Class 6 contains 76783 members 
Mstep: Class 7 contains 54142 members 
Mstep: Class 9 contains 65880 members 
Mstep: Class 10 contains 55640 members 
Mstep: Class 11 contains 64101 members 
Mstep: Class 13 contains 53300 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 76374 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 20 contains 65868 members 
Mstep: Class 21 contains 1719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126783344.000000 Penalty: 53397.339844
Iteration 35Q: 17 clusters Score -1.267833e+08 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 54233 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 69657 members 
Mstep: Class 5 contains 54808 members 
Mstep: Class 6 contains 76200 members 
Mstep: Class 7 contains 54269 members 
Mstep: Class 9 contains 66293 members 
Mstep: Class 10 contains 55645 members 
Mstep: Class 11 contains 64018 members 
Mstep: Class 13 contains 53550 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 75971 members 
Mstep: Class 18 contains 3630 members 
Mstep: Class 20 contains 65479 members 
Mstep: Class 21 contains 1717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126783280.000000 Penalty: 53397.339844
Iteration 36Q: 17 clusters Score -1.267833e+08 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 54337 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 70183 members 
Mstep: Class 5 contains 54815 members 
Mstep: Class 6 contains 75513 members 
Mstep: Class 7 contains 54323 members 
Mstep: Class 9 contains 66703 members 
Mstep: Class 10 contains 55641 members 
Mstep: Class 11 contains 63923 members 
Mstep: Class 13 contains 53847 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 75605 members 
Mstep: Class 18 contains 3669 members 
Mstep: Class 20 contains 65196 members 
Mstep: Class 21 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126783776.000000 Penalty: 53397.339844
Iteration 37Q: 17 clusters Score -1.267838e+08 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 54380 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 70694 members 
Mstep: Class 5 contains 54856 members 
Mstep: Class 6 contains 75047 members 
Mstep: Class 7 contains 54376 members 
Mstep: Class 9 contains 67061 members 
Mstep: Class 10 contains 55502 members 
Mstep: Class 11 contains 63851 members 
Mstep: Class 13 contains 54119 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 75242 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 20 contains 64925 members 
Mstep: Class 21 contains 1717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126784272.000000 Penalty: 53397.339844
Iteration 38Q: 17 clusters Score -1.267843e+08 nChanged 8660
Entering ConstructFrom: 
Score: -126784272.000000 Penalty: 53397.339844
Entering ConstructFrom: 
Trying to split cluster 1 (733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Entering Unmasked Estep 
Score: -71056.843750 Penalty: 1636.092041
	Iteration 0F: 2 clusters Score -71056.84 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 391 members 
Entering Unmasked Estep 
Score: -69678.507812 Penalty: 3272.184082
	Iteration 0F: 3 clusters Score -69678.51 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70134.117188 Penalty: 3272.184082
	Iteration 1F: 3 clusters Score -70134.12 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -70426.898438 Penalty: 3272.184082
	Iteration 2F: 3 clusters Score -70426.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -70986.273438 Penalty: 3272.184082
	Iteration 3F: 3 clusters Score -70986.27 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -71571.359375 Penalty: 3272.184082
	Iteration 4F: 3 clusters Score -71571.36 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -72168.421875 Penalty: 3272.184082
	Iteration 5F: 3 clusters Score -72168.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -72735.039062 Penalty: 3272.184082
	Iteration 6Q: 3 clusters Score -72735.04 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -73066.117188 Penalty: 3272.184082
	Iteration 7Q: 3 clusters Score -73066.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -73193.351562 Penalty: 3272.184082
	Iteration 8Q: 3 clusters Score -73193.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -73243.460938 Penalty: 3272.184082
	Iteration 9Q: 3 clusters Score -73243.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -73282.046875 Penalty: 3272.184082
	Iteration 10Q: 3 clusters Score -73282.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73294.578125 Penalty: 3272.184082
	Iteration 11Q: 3 clusters Score -73294.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -73303.210938 Penalty: 3272.184082
	Iteration 12Q: 3 clusters Score -73303.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -73306.507812 Penalty: 3272.184082
	Iteration 13Q: 3 clusters Score -73306.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -73311.140625 Penalty: 3272.184082
	Iteration 14Q: 3 clusters Score -73311.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -73335.718750 Penalty: 3272.184082
	Iteration 15F: 3 clusters Score -73335.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -73359.382812 Penalty: 3272.184082
	Iteration 16Q: 3 clusters Score -73359.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -73363.320312 Penalty: 3272.184082
	Iteration 17Q: 3 clusters Score -73363.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -73363.320312 Penalty: 3272.184082
	Iteration 18F: 3 clusters Score -73363.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54407 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 71160 members 
Mstep: Class 5 contains 54882 members 
Mstep: Class 6 contains 74545 members 
Mstep: Class 7 contains 54349 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 67502 members 
Mstep: Class 10 contains 55434 members 
Mstep: Class 11 contains 63774 members 
Mstep: Class 13 contains 54407 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 74909 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 20 contains 64660 members 
Mstep: Class 21 contains 1720 members 
Entering Unmasked Estep 
Score: -126784832.000000 Penalty: 56734.675781
Splitting cluster 1 changes total score from -126784272.000000 to -126784832.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (54407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Entering Unmasked Estep 
Score: -10022650.000000 Penalty: 2704.253662
	Iteration 0F: 2 clusters Score -1.002265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -9994782.000000 Penalty: 5408.507324
	Iteration 0F: 3 clusters Score -9994782 nChanged 25248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -10009318.000000 Penalty: 5408.507324
	Iteration 1F: 3 clusters Score -1.000932e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -10010707.000000 Penalty: 5408.507324
	Iteration 2F: 3 clusters Score -1.001071e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -10012633.000000 Penalty: 5408.507324
	Iteration 3F: 3 clusters Score -1.001263e+07 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -10015346.000000 Penalty: 5408.507324
	Iteration 4F: 3 clusters Score -1.001535e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -10018649.000000 Penalty: 5408.507324
	Iteration 5F: 3 clusters Score -1.001865e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -10022170.000000 Penalty: 5408.507324
	Iteration 6F: 3 clusters Score -1.002217e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -10024709.000000 Penalty: 5408.507324
	Iteration 7F: 3 clusters Score -1.002471e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -10025880.000000 Penalty: 5408.507324
	Iteration 8Q: 3 clusters Score -1.002588e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -10026349.000000 Penalty: 5408.507324
	Iteration 9Q: 3 clusters Score -1.002635e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -10026584.000000 Penalty: 5408.507324
	Iteration 10Q: 3 clusters Score -1.002658e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -10026779.000000 Penalty: 5408.507324
	Iteration 11Q: 3 clusters Score -1.002678e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -10026960.000000 Penalty: 5408.507324
	Iteration 12Q: 3 clusters Score -1.002696e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -10027039.000000 Penalty: 5408.507324
	Iteration 13Q: 3 clusters Score -1.002704e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -10027130.000000 Penalty: 5408.507324
	Iteration 14Q: 3 clusters Score -1.002713e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -10027217.000000 Penalty: 5408.507324
	Iteration 15Q: 3 clusters Score -1.002722e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -10027328.000000 Penalty: 5408.507324
	Iteration 16Q: 3 clusters Score -1.002733e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -10027407.000000 Penalty: 5408.507324
	Iteration 17Q: 3 clusters Score -1.002741e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -10027519.000000 Penalty: 5408.507324
	Iteration 18Q: 3 clusters Score -1.002752e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -10027633.000000 Penalty: 5408.507324
	Iteration 19Q: 3 clusters Score -1.002763e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -10027764.000000 Penalty: 5408.507324
	Iteration 20F: 3 clusters Score -1.002776e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -10027900.000000 Penalty: 5408.507324
	Iteration 21Q: 3 clusters Score -1.00279e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -10028042.000000 Penalty: 5408.507324
	Iteration 22Q: 3 clusters Score -1.002804e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -10028145.000000 Penalty: 5408.507324
	Iteration 23Q: 3 clusters Score -1.002814e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -10028275.000000 Penalty: 5408.507324
	Iteration 24Q: 3 clusters Score -1.002828e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -10028226.000000 Penalty: 5408.507324
	Iteration 25Q: 3 clusters Score -1.002823e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -10028077.000000 Penalty: 5408.507324
	Iteration 26Q: 3 clusters Score -1.002808e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -10027619.000000 Penalty: 5408.507324
	Iteration 27Q: 3 clusters Score -1.002762e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -10026984.000000 Penalty: 5408.507324
	Iteration 28Q: 3 clusters Score -1.002698e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -10026280.000000 Penalty: 5408.507324
	Iteration 29Q: 3 clusters Score -1.002628e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -10025695.000000 Penalty: 5408.507324
	Iteration 30Q: 3 clusters Score -1.00257e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -10025209.000000 Penalty: 5408.507324
	Iteration 31Q: 3 clusters Score -1.002521e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -10024829.000000 Penalty: 5408.507324
	Iteration 32Q: 3 clusters Score -1.002483e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -10024528.000000 Penalty: 5408.507324
	Iteration 33Q: 3 clusters Score -1.002453e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -10024347.000000 Penalty: 5408.507324
	Iteration 34Q: 3 clusters Score -1.002435e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -10024253.000000 Penalty: 5408.507324
	Iteration 35Q: 3 clusters Score -1.002425e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -10024067.000000 Penalty: 5408.507324
	Iteration 36Q: 3 clusters Score -1.002407e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51711 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -10023931.000000 Penalty: 5408.507324
	Iteration 37Q: 3 clusters Score -1.002393e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -10023827.000000 Penalty: 5408.507324
	Iteration 38Q: 3 clusters Score -1.002383e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -10023750.000000 Penalty: 5408.507324
	Iteration 39Q: 3 clusters Score -1.002375e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -10023908.000000 Penalty: 5408.507324
	Iteration 40F: 3 clusters Score -1.002391e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -10023542.000000 Penalty: 5408.507324
	Iteration 41Q: 3 clusters Score -1.002354e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -10023249.000000 Penalty: 5408.507324
	Iteration 42Q: 3 clusters Score -1.002325e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -10023088.000000 Penalty: 5408.507324
	Iteration 43Q: 3 clusters Score -1.002309e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -10022930.000000 Penalty: 5408.507324
	Iteration 44Q: 3 clusters Score -1.002293e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52903 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10022778.000000 Penalty: 5408.507324
	Iteration 45Q: 3 clusters Score -1.002278e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10022674.000000 Penalty: 5408.507324
	Iteration 46Q: 3 clusters Score -1.002267e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -10022608.000000 Penalty: 5408.507324
	Iteration 47Q: 3 clusters Score -1.002261e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -10022577.000000 Penalty: 5408.507324
	Iteration 48Q: 3 clusters Score -1.002258e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -10022522.000000 Penalty: 5408.507324
	Iteration 49Q: 3 clusters Score -1.002252e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -10022479.000000 Penalty: 5408.507324
	Iteration 50Q: 3 clusters Score -1.002248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10022440.000000 Penalty: 5408.507324
	Iteration 51Q: 3 clusters Score -1.002244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -10022415.000000 Penalty: 5408.507324
	Iteration 52Q: 3 clusters Score -1.002242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -10022412.000000 Penalty: 5408.507324
	Iteration 53Q: 3 clusters Score -1.002241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -10022402.000000 Penalty: 5408.507324
	Iteration 54Q: 3 clusters Score -1.00224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10022393.000000 Penalty: 5408.507324
	Iteration 55Q: 3 clusters Score -1.002239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10022381.000000 Penalty: 5408.507324
	Iteration 56Q: 3 clusters Score -1.002238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -10022370.000000 Penalty: 5408.507324
	Iteration 57Q: 3 clusters Score -1.002237e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10022366.000000 Penalty: 5408.507324
	Iteration 58Q: 3 clusters Score -1.002237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53271 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10022353.000000 Penalty: 5408.507324
	Iteration 59Q: 3 clusters Score -1.002235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10022351.000000 Penalty: 5408.507324
	Iteration 60F: 3 clusters Score -1.002235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10022345.000000 Penalty: 5408.507324
	Iteration 61Q: 3 clusters Score -1.002234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10022332.000000 Penalty: 5408.507324
	Iteration 62Q: 3 clusters Score -1.002233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -10022317.000000 Penalty: 5408.507324
	Iteration 63Q: 3 clusters Score -1.002232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53307 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10022303.000000 Penalty: 5408.507324
	Iteration 64Q: 3 clusters Score -1.00223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10022296.000000 Penalty: 5408.507324
	Iteration 65Q: 3 clusters Score -1.00223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -10022277.000000 Penalty: 5408.507324
	Iteration 66Q: 3 clusters Score -1.002228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10022261.000000 Penalty: 5408.507324
	Iteration 67Q: 3 clusters Score -1.002226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10022247.000000 Penalty: 5408.507324
	Iteration 68Q: 3 clusters Score -1.002225e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53343 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10022244.000000 Penalty: 5408.507324
	Iteration 69Q: 3 clusters Score -1.002224e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10022246.000000 Penalty: 5408.507324
	Iteration 70Q: 3 clusters Score -1.002225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10022240.000000 Penalty: 5408.507324
	Iteration 71Q: 3 clusters Score -1.002224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10022240.000000 Penalty: 5408.507324
	Iteration 72F: 3 clusters Score -1.002224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Entering Unmasked Estep 
Score: -196960.671875 Penalty: 1744.090820
	Iteration 0F: 2 clusters Score -196960.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -194993.281250 Penalty: 3488.181641
	Iteration 0F: 3 clusters Score -194993.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -195500.453125 Penalty: 3488.181641
	Iteration 1F: 3 clusters Score -195500.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -195802.546875 Penalty: 3488.181641
	Iteration 2F: 3 clusters Score -195802.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -196133.218750 Penalty: 3488.181641
	Iteration 3F: 3 clusters Score -196133.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -196402.750000 Penalty: 3488.181641
	Iteration 4F: 3 clusters Score -196402.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -196550.187500 Penalty: 3488.181641
	Iteration 5Q: 3 clusters Score -196550.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -196701.656250 Penalty: 3488.181641
	Iteration 6Q: 3 clusters Score -196701.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -196781.203125 Penalty: 3488.181641
	Iteration 7Q: 3 clusters Score -196781.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -196875.109375 Penalty: 3488.181641
	Iteration 8Q: 3 clusters Score -196875.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -197001.843750 Penalty: 3488.181641
	Iteration 9Q: 3 clusters Score -197001.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -197029.390625 Penalty: 3488.181641
	Iteration 10Q: 3 clusters Score -197029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -197033.156250 Penalty: 3488.181641
	Iteration 11Q: 3 clusters Score -197033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -197036.781250 Penalty: 3488.181641
	Iteration 12Q: 3 clusters Score -197036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -197038.609375 Penalty: 3488.181641
	Iteration 13Q: 3 clusters Score -197038.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -197039.406250 Penalty: 3488.181641
	Iteration 14Q: 3 clusters Score -197039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -197039.406250 Penalty: 3488.181641
	Iteration 15F: 3 clusters Score -197039.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54407 members 
Mstep: Class 3 contains 855 members 
Mstep: Class 4 contains 71160 members 
Mstep: Class 5 contains 54882 members 
Mstep: Class 6 contains 74545 members 
Mstep: Class 7 contains 54349 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 67502 members 
Mstep: Class 10 contains 55434 members 
Mstep: Class 11 contains 63774 members 
Mstep: Class 12 contains 278 members 
Mstep: Class 13 contains 54407 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 74909 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 20 contains 64660 members 
Mstep: Class 21 contains 1720 members 
Entering Unmasked Estep 
Score: -126783320.000000 Penalty: 60072.007812
Splitting cluster 3 changes total score from -126784272.000000 to -126783320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (71160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71160 members 
Entering Unmasked Estep 
Score: -13320885.000000 Penalty: 2770.826172
	Iteration 0F: 2 clusters Score -1.332088e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -13301992.000000 Penalty: 5541.652344
	Iteration 0F: 3 clusters Score -1.330199e+07 nChanged 33317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -13320887.000000 Penalty: 5541.652344
	Iteration 1F: 3 clusters Score -1.332089e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -13321340.000000 Penalty: 5541.652344
	Iteration 2Q: 3 clusters Score -1.332134e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -13321852.000000 Penalty: 5541.652344
	Iteration 3Q: 3 clusters Score -1.332185e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -13322329.000000 Penalty: 5541.652344
	Iteration 4Q: 3 clusters Score -1.332233e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -13322858.000000 Penalty: 5541.652344
	Iteration 5Q: 3 clusters Score -1.332286e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -13323684.000000 Penalty: 5541.652344
	Iteration 6Q: 3 clusters Score -1.332368e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -13324627.000000 Penalty: 5541.652344
	Iteration 7Q: 3 clusters Score -1.332463e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -13326076.000000 Penalty: 5541.652344
	Iteration 8Q: 3 clusters Score -1.332608e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -13327623.000000 Penalty: 5541.652344
	Iteration 9F: 3 clusters Score -1.332762e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -13329775.000000 Penalty: 5541.652344
	Iteration 10F: 3 clusters Score -1.332978e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -13332704.000000 Penalty: 5541.652344
	Iteration 11F: 3 clusters Score -1.33327e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -13334946.000000 Penalty: 5541.652344
	Iteration 12F: 3 clusters Score -1.333495e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -13335899.000000 Penalty: 5541.652344
	Iteration 13Q: 3 clusters Score -1.33359e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -13336422.000000 Penalty: 5541.652344
	Iteration 14Q: 3 clusters Score -1.333642e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -13336664.000000 Penalty: 5541.652344
	Iteration 15Q: 3 clusters Score -1.333666e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -13336790.000000 Penalty: 5541.652344
	Iteration 16Q: 3 clusters Score -1.333679e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -13336885.000000 Penalty: 5541.652344
	Iteration 17Q: 3 clusters Score -1.333688e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -13336940.000000 Penalty: 5541.652344
	Iteration 18Q: 3 clusters Score -1.333694e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -13337037.000000 Penalty: 5541.652344
	Iteration 19Q: 3 clusters Score -1.333704e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -13337035.000000 Penalty: 5541.652344
	Iteration 20F: 3 clusters Score -1.333704e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -13337064.000000 Penalty: 5541.652344
	Iteration 21Q: 3 clusters Score -1.333706e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -13337051.000000 Penalty: 5541.652344
	Iteration 22Q: 3 clusters Score -1.333705e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -13337078.000000 Penalty: 5541.652344
	Iteration 23Q: 3 clusters Score -1.333708e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -13337143.000000 Penalty: 5541.652344
	Iteration 24Q: 3 clusters Score -1.333714e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28407 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -13337193.000000 Penalty: 5541.652344
	Iteration 25Q: 3 clusters Score -1.333719e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -13337151.000000 Penalty: 5541.652344
	Iteration 26Q: 3 clusters Score -1.333715e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -13337151.000000 Penalty: 5541.652344
	Iteration 27Q: 3 clusters Score -1.333715e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -13337214.000000 Penalty: 5541.652344
	Iteration 28Q: 3 clusters Score -1.333721e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -13337258.000000 Penalty: 5541.652344
	Iteration 29Q: 3 clusters Score -1.333726e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -13337250.000000 Penalty: 5541.652344
	Iteration 30Q: 3 clusters Score -1.333725e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -13337264.000000 Penalty: 5541.652344
	Iteration 31Q: 3 clusters Score -1.333726e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -13337299.000000 Penalty: 5541.652344
	Iteration 32Q: 3 clusters Score -1.33373e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -13337266.000000 Penalty: 5541.652344
	Iteration 33Q: 3 clusters Score -1.333727e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -13337319.000000 Penalty: 5541.652344
	Iteration 34Q: 3 clusters Score -1.333732e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -13337352.000000 Penalty: 5541.652344
	Iteration 35Q: 3 clusters Score -1.333735e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -13337328.000000 Penalty: 5541.652344
	Iteration 36Q: 3 clusters Score -1.333733e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -13337371.000000 Penalty: 5541.652344
	Iteration 37Q: 3 clusters Score -1.333737e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -13337370.000000 Penalty: 5541.652344
	Iteration 38Q: 3 clusters Score -1.333737e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -13337370.000000 Penalty: 5541.652344
	Iteration 39Q: 3 clusters Score -1.333737e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -13337370.000000 Penalty: 5541.652344
	Iteration 40F: 3 clusters Score -1.333737e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -13337409.000000 Penalty: 5541.652344
	Iteration 41Q: 3 clusters Score -1.333741e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -13337441.000000 Penalty: 5541.652344
	Iteration 42Q: 3 clusters Score -1.333744e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -13337423.000000 Penalty: 5541.652344
	Iteration 43Q: 3 clusters Score -1.333742e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -13337420.000000 Penalty: 5541.652344
	Iteration 44Q: 3 clusters Score -1.333742e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -13337370.000000 Penalty: 5541.652344
	Iteration 45Q: 3 clusters Score -1.333737e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -13337359.000000 Penalty: 5541.652344
	Iteration 46Q: 3 clusters Score -1.333736e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -13337335.000000 Penalty: 5541.652344
	Iteration 47Q: 3 clusters Score -1.333734e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -13337302.000000 Penalty: 5541.652344
	Iteration 48Q: 3 clusters Score -1.33373e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -13337325.000000 Penalty: 5541.652344
	Iteration 49Q: 3 clusters Score -1.333732e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -13337307.000000 Penalty: 5541.652344
	Iteration 50Q: 3 clusters Score -1.333731e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -13337352.000000 Penalty: 5541.652344
	Iteration 51Q: 3 clusters Score -1.333735e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -13337355.000000 Penalty: 5541.652344
	Iteration 52Q: 3 clusters Score -1.333736e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -13337326.000000 Penalty: 5541.652344
	Iteration 53Q: 3 clusters Score -1.333733e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -13337311.000000 Penalty: 5541.652344
	Iteration 54Q: 3 clusters Score -1.333731e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -13337315.000000 Penalty: 5541.652344
	Iteration 55Q: 3 clusters Score -1.333732e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -13337310.000000 Penalty: 5541.652344
	Iteration 56Q: 3 clusters Score -1.333731e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -13337311.000000 Penalty: 5541.652344
	Iteration 57Q: 3 clusters Score -1.333731e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -13337320.000000 Penalty: 5541.652344
	Iteration 58Q: 3 clusters Score -1.333732e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -13337325.000000 Penalty: 5541.652344
	Iteration 59Q: 3 clusters Score -1.333732e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -13337333.000000 Penalty: 5541.652344
	Iteration 60F: 3 clusters Score -1.333733e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -13337317.000000 Penalty: 5541.652344
	Iteration 61Q: 3 clusters Score -1.333732e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -13337302.000000 Penalty: 5541.652344
	Iteration 62Q: 3 clusters Score -1.33373e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -13337312.000000 Penalty: 5541.652344
	Iteration 63Q: 3 clusters Score -1.333731e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -13337338.000000 Penalty: 5541.652344
	Iteration 64Q: 3 clusters Score -1.333734e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -13337365.000000 Penalty: 5541.652344
	Iteration 65Q: 3 clusters Score -1.333736e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -13337346.000000 Penalty: 5541.652344
	Iteration 66Q: 3 clusters Score -1.333735e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -13337344.000000 Penalty: 5541.652344
	Iteration 67Q: 3 clusters Score -1.333734e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -13337338.000000 Penalty: 5541.652344
	Iteration 68Q: 3 clusters Score -1.333734e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -13337344.000000 Penalty: 5541.652344
	Iteration 69Q: 3 clusters Score -1.333734e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -13337337.000000 Penalty: 5541.652344
	Iteration 70Q: 3 clusters Score -1.333734e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -13337348.000000 Penalty: 5541.652344
	Iteration 71Q: 3 clusters Score -1.333735e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -13337360.000000 Penalty: 5541.652344
	Iteration 72Q: 3 clusters Score -1.333736e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -13337347.000000 Penalty: 5541.652344
	Iteration 73Q: 3 clusters Score -1.333735e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -13337358.000000 Penalty: 5541.652344
	Iteration 74Q: 3 clusters Score -1.333736e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -13337366.000000 Penalty: 5541.652344
	Iteration 75Q: 3 clusters Score -1.333737e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -13337362.000000 Penalty: 5541.652344
	Iteration 76Q: 3 clusters Score -1.333736e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -13337359.000000 Penalty: 5541.652344
	Iteration 77Q: 3 clusters Score -1.333736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -13337346.000000 Penalty: 5541.652344
	Iteration 78Q: 3 clusters Score -1.333735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -13337346.000000 Penalty: 5541.652344
	Iteration 79Q: 3 clusters Score -1.333735e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -13337336.000000 Penalty: 5541.652344
	Iteration 80F: 3 clusters Score -1.333734e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -13337341.000000 Penalty: 5541.652344
	Iteration 81Q: 3 clusters Score -1.333734e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -13337316.000000 Penalty: 5541.652344
	Iteration 82Q: 3 clusters Score -1.333732e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -13337299.000000 Penalty: 5541.652344
	Iteration 83Q: 3 clusters Score -1.33373e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -13337323.000000 Penalty: 5541.652344
	Iteration 84Q: 3 clusters Score -1.333732e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -13337311.000000 Penalty: 5541.652344
	Iteration 85Q: 3 clusters Score -1.333731e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -13337295.000000 Penalty: 5541.652344
	Iteration 86Q: 3 clusters Score -1.33373e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -13337298.000000 Penalty: 5541.652344
	Iteration 87Q: 3 clusters Score -1.33373e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -13337306.000000 Penalty: 5541.652344
	Iteration 88Q: 3 clusters Score -1.333731e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -13337337.000000 Penalty: 5541.652344
	Iteration 89Q: 3 clusters Score -1.333734e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -13337355.000000 Penalty: 5541.652344
	Iteration 90Q: 3 clusters Score -1.333736e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -13337360.000000 Penalty: 5541.652344
	Iteration 91Q: 3 clusters Score -1.333736e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -13337354.000000 Penalty: 5541.652344
	Iteration 92Q: 3 clusters Score -1.333735e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -13337340.000000 Penalty: 5541.652344
	Iteration 93Q: 3 clusters Score -1.333734e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -13337347.000000 Penalty: 5541.652344
	Iteration 94Q: 3 clusters Score -1.333735e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -13337371.000000 Penalty: 5541.652344
	Iteration 95Q: 3 clusters Score -1.333737e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -13337374.000000 Penalty: 5541.652344
	Iteration 96Q: 3 clusters Score -1.333737e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -13337394.000000 Penalty: 5541.652344
	Iteration 97Q: 3 clusters Score -1.333739e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -13337364.000000 Penalty: 5541.652344
	Iteration 98Q: 3 clusters Score -1.333736e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -13337371.000000 Penalty: 5541.652344
	Iteration 99Q: 3 clusters Score -1.333737e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -13337370.000000 Penalty: 5541.652344
	Iteration 100F: 3 clusters Score -1.333737e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -13337383.000000 Penalty: 5541.652344
	Iteration 101Q: 3 clusters Score -1.333738e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -13337372.000000 Penalty: 5541.652344
	Iteration 102Q: 3 clusters Score -1.333737e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -13337367.000000 Penalty: 5541.652344
	Iteration 103Q: 3 clusters Score -1.333737e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -13337369.000000 Penalty: 5541.652344
	Iteration 104Q: 3 clusters Score -1.333737e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -13337395.000000 Penalty: 5541.652344
	Iteration 105Q: 3 clusters Score -1.33374e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -13337395.000000 Penalty: 5541.652344
	Iteration 106Q: 3 clusters Score -1.33374e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -13337390.000000 Penalty: 5541.652344
	Iteration 107Q: 3 clusters Score -1.333739e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -13337376.000000 Penalty: 5541.652344
	Iteration 108Q: 3 clusters Score -1.333738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -13337367.000000 Penalty: 5541.652344
	Iteration 109Q: 3 clusters Score -1.333737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -13337373.000000 Penalty: 5541.652344
	Iteration 110Q: 3 clusters Score -1.333737e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -13337358.000000 Penalty: 5541.652344
	Iteration 111Q: 3 clusters Score -1.333736e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -13337371.000000 Penalty: 5541.652344
	Iteration 112Q: 3 clusters Score -1.333737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -13337384.000000 Penalty: 5541.652344
	Iteration 113Q: 3 clusters Score -1.333738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -13337365.000000 Penalty: 5541.652344
	Iteration 114Q: 3 clusters Score -1.333736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -13337367.000000 Penalty: 5541.652344
	Iteration 115Q: 3 clusters Score -1.333737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -13337361.000000 Penalty: 5541.652344
	Iteration 116Q: 3 clusters Score -1.333736e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -13337353.000000 Penalty: 5541.652344
	Iteration 117Q: 3 clusters Score -1.333735e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -13337357.000000 Penalty: 5541.652344
	Iteration 118Q: 3 clusters Score -1.333736e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -13337358.000000 Penalty: 5541.652344
	Iteration 119Q: 3 clusters Score -1.333736e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -13337351.000000 Penalty: 5541.652344
	Iteration 120F: 3 clusters Score -1.333735e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -13337350.000000 Penalty: 5541.652344
	Iteration 121Q: 3 clusters Score -1.333735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -13337351.000000 Penalty: 5541.652344
	Iteration 122Q: 3 clusters Score -1.333735e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -13337348.000000 Penalty: 5541.652344
	Iteration 123Q: 3 clusters Score -1.333735e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -13337332.000000 Penalty: 5541.652344
	Iteration 124Q: 3 clusters Score -1.333733e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -13337326.000000 Penalty: 5541.652344
	Iteration 125Q: 3 clusters Score -1.333733e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -13337332.000000 Penalty: 5541.652344
	Iteration 126Q: 3 clusters Score -1.333733e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -13337309.000000 Penalty: 5541.652344
	Iteration 127Q: 3 clusters Score -1.333731e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -13337312.000000 Penalty: 5541.652344
	Iteration 128Q: 3 clusters Score -1.333731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -13337301.000000 Penalty: 5541.652344
	Iteration 129Q: 3 clusters Score -1.33373e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -13337320.000000 Penalty: 5541.652344
	Iteration 130Q: 3 clusters Score -1.333732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -13337330.000000 Penalty: 5541.652344
	Iteration 131Q: 3 clusters Score -1.333733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -13337338.000000 Penalty: 5541.652344
	Iteration 132Q: 3 clusters Score -1.333734e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -13337341.000000 Penalty: 5541.652344
	Iteration 133Q: 3 clusters Score -1.333734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -13337323.000000 Penalty: 5541.652344
	Iteration 134Q: 3 clusters Score -1.333732e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -13337343.000000 Penalty: 5541.652344
	Iteration 135Q: 3 clusters Score -1.333734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -13337335.000000 Penalty: 5541.652344
	Iteration 136Q: 3 clusters Score -1.333734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -13337357.000000 Penalty: 5541.652344
	Iteration 137Q: 3 clusters Score -1.333736e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -13337349.000000 Penalty: 5541.652344
	Iteration 138Q: 3 clusters Score -1.333735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -13337339.000000 Penalty: 5541.652344
	Iteration 139Q: 3 clusters Score -1.333734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -13337336.000000 Penalty: 5541.652344
	Iteration 140F: 3 clusters Score -1.333734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -13337337.000000 Penalty: 5541.652344
	Iteration 141Q: 3 clusters Score -1.333734e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -13337326.000000 Penalty: 5541.652344
	Iteration 142Q: 3 clusters Score -1.333733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -13337329.000000 Penalty: 5541.652344
	Iteration 143Q: 3 clusters Score -1.333733e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -13337326.000000 Penalty: 5541.652344
	Iteration 144Q: 3 clusters Score -1.333733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -13337322.000000 Penalty: 5541.652344
	Iteration 145Q: 3 clusters Score -1.333732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -13337334.000000 Penalty: 5541.652344
	Iteration 146Q: 3 clusters Score -1.333733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -13337320.000000 Penalty: 5541.652344
	Iteration 147Q: 3 clusters Score -1.333732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -13337322.000000 Penalty: 5541.652344
	Iteration 148Q: 3 clusters Score -1.333732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -13337324.000000 Penalty: 5541.652344
	Iteration 149Q: 3 clusters Score -1.333732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -13337324.000000 Penalty: 5541.652344
	Iteration 150Q: 3 clusters Score -1.333732e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -13337326.000000 Penalty: 5541.652344
	Iteration 151Q: 3 clusters Score -1.333733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -13337318.000000 Penalty: 5541.652344
	Iteration 152Q: 3 clusters Score -1.333732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -13337318.000000 Penalty: 5541.652344
	Iteration 153F: 3 clusters Score -1.333732e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54407 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 27829 members 
Mstep: Class 5 contains 54882 members 
Mstep: Class 6 contains 74545 members 
Mstep: Class 7 contains 54349 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 67502 members 
Mstep: Class 10 contains 55434 members 
Mstep: Class 11 contains 63774 members 
Mstep: Class 12 contains 43331 members 
Mstep: Class 13 contains 54407 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 74909 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 20 contains 64660 members 
Mstep: Class 21 contains 1720 members 
Entering Unmasked Estep 
Score: -126801272.000000 Penalty: 60072.007812
Splitting cluster 4 changes total score from -126784272.000000 to -126801272.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 5 (54882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Entering Unmasked Estep 
Score: -10096604.000000 Penalty: 2706.409424
	Iteration 0F: 2 clusters Score -1.00966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -10067318.000000 Penalty: 5412.818848
	Iteration 0F: 3 clusters Score -1.006732e+07 nChanged 25343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -10082299.000000 Penalty: 5412.818848
	Iteration 1F: 3 clusters Score -1.00823e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -10083651.000000 Penalty: 5412.818848
	Iteration 2Q: 3 clusters Score -1.008365e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -10085193.000000 Penalty: 5412.818848
	Iteration 3F: 3 clusters Score -1.008519e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -10087109.000000 Penalty: 5412.818848
	Iteration 4F: 3 clusters Score -1.008711e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -10089202.000000 Penalty: 5412.818848
	Iteration 5F: 3 clusters Score -1.00892e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -10091625.000000 Penalty: 5412.818848
	Iteration 6F: 3 clusters Score -1.009162e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -10093719.000000 Penalty: 5412.818848
	Iteration 7F: 3 clusters Score -1.009372e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -10095133.000000 Penalty: 5412.818848
	Iteration 8F: 3 clusters Score -1.009513e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -10095885.000000 Penalty: 5412.818848
	Iteration 9Q: 3 clusters Score -1.009588e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -10096252.000000 Penalty: 5412.818848
	Iteration 10Q: 3 clusters Score -1.009625e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -10096440.000000 Penalty: 5412.818848
	Iteration 11Q: 3 clusters Score -1.009644e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -10096711.000000 Penalty: 5412.818848
	Iteration 12Q: 3 clusters Score -1.009671e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -10096883.000000 Penalty: 5412.818848
	Iteration 13Q: 3 clusters Score -1.009688e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -10097130.000000 Penalty: 5412.818848
	Iteration 14Q: 3 clusters Score -1.009713e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -10097355.000000 Penalty: 5412.818848
	Iteration 15Q: 3 clusters Score -1.009736e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -10097556.000000 Penalty: 5412.818848
	Iteration 16Q: 3 clusters Score -1.009756e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -10097740.000000 Penalty: 5412.818848
	Iteration 17Q: 3 clusters Score -1.009774e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -10097956.000000 Penalty: 5412.818848
	Iteration 18Q: 3 clusters Score -1.009796e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -10098192.000000 Penalty: 5412.818848
	Iteration 19Q: 3 clusters Score -1.009819e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -10098458.000000 Penalty: 5412.818848
	Iteration 20F: 3 clusters Score -1.009846e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -10098718.000000 Penalty: 5412.818848
	Iteration 21Q: 3 clusters Score -1.009872e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -10099032.000000 Penalty: 5412.818848
	Iteration 22Q: 3 clusters Score -1.009903e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -10099266.000000 Penalty: 5412.818848
	Iteration 23Q: 3 clusters Score -1.009927e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -10099538.000000 Penalty: 5412.818848
	Iteration 24Q: 3 clusters Score -1.009954e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -10099817.000000 Penalty: 5412.818848
	Iteration 25Q: 3 clusters Score -1.009982e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -10100070.000000 Penalty: 5412.818848
	Iteration 26Q: 3 clusters Score -1.010007e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -10100232.000000 Penalty: 5412.818848
	Iteration 27Q: 3 clusters Score -1.010023e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -10100402.000000 Penalty: 5412.818848
	Iteration 28Q: 3 clusters Score -1.01004e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -10100464.000000 Penalty: 5412.818848
	Iteration 29Q: 3 clusters Score -1.010046e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -10100486.000000 Penalty: 5412.818848
	Iteration 30Q: 3 clusters Score -1.010049e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -10100347.000000 Penalty: 5412.818848
	Iteration 31Q: 3 clusters Score -1.010035e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -10100120.000000 Penalty: 5412.818848
	Iteration 32Q: 3 clusters Score -1.010012e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -10099720.000000 Penalty: 5412.818848
	Iteration 33Q: 3 clusters Score -1.009972e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -10099188.000000 Penalty: 5412.818848
	Iteration 34Q: 3 clusters Score -1.009919e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -10098576.000000 Penalty: 5412.818848
	Iteration 35Q: 3 clusters Score -1.009858e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -10098105.000000 Penalty: 5412.818848
	Iteration 36Q: 3 clusters Score -1.00981e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -10097795.000000 Penalty: 5412.818848
	Iteration 37Q: 3 clusters Score -1.00978e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -10097535.000000 Penalty: 5412.818848
	Iteration 38Q: 3 clusters Score -1.009754e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -10097352.000000 Penalty: 5412.818848
	Iteration 39Q: 3 clusters Score -1.009735e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -10097725.000000 Penalty: 5412.818848
	Iteration 40F: 3 clusters Score -1.009772e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -10097265.000000 Penalty: 5412.818848
	Iteration 41Q: 3 clusters Score -1.009726e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52129 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -10096903.000000 Penalty: 5412.818848
	Iteration 42Q: 3 clusters Score -1.00969e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -10096631.000000 Penalty: 5412.818848
	Iteration 43Q: 3 clusters Score -1.009663e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -10096394.000000 Penalty: 5412.818848
	Iteration 44Q: 3 clusters Score -1.009639e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -10096234.000000 Penalty: 5412.818848
	Iteration 45Q: 3 clusters Score -1.009623e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -10096138.000000 Penalty: 5412.818848
	Iteration 46Q: 3 clusters Score -1.009614e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -10096022.000000 Penalty: 5412.818848
	Iteration 47Q: 3 clusters Score -1.009602e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10095988.000000 Penalty: 5412.818848
	Iteration 48Q: 3 clusters Score -1.009599e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -10095898.000000 Penalty: 5412.818848
	Iteration 49Q: 3 clusters Score -1.00959e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -10095845.000000 Penalty: 5412.818848
	Iteration 50Q: 3 clusters Score -1.009584e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10095805.000000 Penalty: 5412.818848
	Iteration 51Q: 3 clusters Score -1.00958e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -10095788.000000 Penalty: 5412.818848
	Iteration 52Q: 3 clusters Score -1.009579e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -10095755.000000 Penalty: 5412.818848
	Iteration 53Q: 3 clusters Score -1.009576e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53730 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -10095739.000000 Penalty: 5412.818848
	Iteration 54Q: 3 clusters Score -1.009574e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10095723.000000 Penalty: 5412.818848
	Iteration 55Q: 3 clusters Score -1.009572e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -10095707.000000 Penalty: 5412.818848
	Iteration 56Q: 3 clusters Score -1.009571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10095675.000000 Penalty: 5412.818848
	Iteration 57Q: 3 clusters Score -1.009568e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10095669.000000 Penalty: 5412.818848
	Iteration 58Q: 3 clusters Score -1.009567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10095665.000000 Penalty: 5412.818848
	Iteration 59Q: 3 clusters Score -1.009566e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10095665.000000 Penalty: 5412.818848
	Iteration 60F: 3 clusters Score -1.009566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10095650.000000 Penalty: 5412.818848
	Iteration 61Q: 3 clusters Score -1.009565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10095649.000000 Penalty: 5412.818848
	Iteration 62Q: 3 clusters Score -1.009565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -10095647.000000 Penalty: 5412.818848
	Iteration 63Q: 3 clusters Score -1.009565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10095639.000000 Penalty: 5412.818848
	Iteration 64Q: 3 clusters Score -1.009564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53861 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10095625.000000 Penalty: 5412.818848
	Iteration 65Q: 3 clusters Score -1.009562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -10095615.000000 Penalty: 5412.818848
	Iteration 66Q: 3 clusters Score -1.009562e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10095608.000000 Penalty: 5412.818848
	Iteration 67Q: 3 clusters Score -1.009561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -10095608.000000 Penalty: 5412.818848
	Iteration 68F: 3 clusters Score -1.009561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (74545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Entering Unmasked Estep 
Score: -13693735.000000 Penalty: 2782.351318
	Iteration 0F: 2 clusters Score -1.369374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -13665065.000000 Penalty: 5564.702637
	Iteration 0F: 3 clusters Score -1.366506e+07 nChanged 35216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -13685236.000000 Penalty: 5564.702637
	Iteration 1F: 3 clusters Score -1.368524e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -13686247.000000 Penalty: 5564.702637
	Iteration 2Q: 3 clusters Score -1.368625e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -13687543.000000 Penalty: 5564.702637
	Iteration 3Q: 3 clusters Score -1.368754e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -13689300.000000 Penalty: 5564.702637
	Iteration 4Q: 3 clusters Score -1.36893e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -13691899.000000 Penalty: 5564.702637
	Iteration 5F: 3 clusters Score -1.36919e+07 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -13695427.000000 Penalty: 5564.702637
	Iteration 6F: 3 clusters Score -1.369543e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -13698896.000000 Penalty: 5564.702637
	Iteration 7F: 3 clusters Score -1.36989e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -13700875.000000 Penalty: 5564.702637
	Iteration 8F: 3 clusters Score -1.370088e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -13701555.000000 Penalty: 5564.702637
	Iteration 9Q: 3 clusters Score -1.370156e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 49313 members 
Entering Unmasked Estep 
Score: -13701505.000000 Penalty: 5564.702637
	Iteration 10Q: 3 clusters Score -1.37015e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -13701402.000000 Penalty: 5564.702637
	Iteration 11Q: 3 clusters Score -1.37014e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -13701421.000000 Penalty: 5564.702637
	Iteration 12Q: 3 clusters Score -1.370142e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -13701386.000000 Penalty: 5564.702637
	Iteration 13Q: 3 clusters Score -1.370139e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -13701521.000000 Penalty: 5564.702637
	Iteration 14Q: 3 clusters Score -1.370152e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -13701712.000000 Penalty: 5564.702637
	Iteration 15Q: 3 clusters Score -1.370171e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -13701886.000000 Penalty: 5564.702637
	Iteration 16Q: 3 clusters Score -1.370189e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -13702234.000000 Penalty: 5564.702637
	Iteration 17Q: 3 clusters Score -1.370223e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -13702507.000000 Penalty: 5564.702637
	Iteration 18Q: 3 clusters Score -1.370251e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -13702786.000000 Penalty: 5564.702637
	Iteration 19Q: 3 clusters Score -1.370279e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -13703051.000000 Penalty: 5564.702637
	Iteration 20F: 3 clusters Score -1.370305e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -13703465.000000 Penalty: 5564.702637
	Iteration 21Q: 3 clusters Score -1.370346e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -13703749.000000 Penalty: 5564.702637
	Iteration 22Q: 3 clusters Score -1.370375e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -13704095.000000 Penalty: 5564.702637
	Iteration 23Q: 3 clusters Score -1.37041e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -13704546.000000 Penalty: 5564.702637
	Iteration 24Q: 3 clusters Score -1.370455e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -13704840.000000 Penalty: 5564.702637
	Iteration 25Q: 3 clusters Score -1.370484e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -13705069.000000 Penalty: 5564.702637
	Iteration 26Q: 3 clusters Score -1.370507e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -13705302.000000 Penalty: 5564.702637
	Iteration 27Q: 3 clusters Score -1.37053e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -13705563.000000 Penalty: 5564.702637
	Iteration 28Q: 3 clusters Score -1.370556e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -13705751.000000 Penalty: 5564.702637
	Iteration 29Q: 3 clusters Score -1.370575e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -13705896.000000 Penalty: 5564.702637
	Iteration 30Q: 3 clusters Score -1.37059e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -13706026.000000 Penalty: 5564.702637
	Iteration 31Q: 3 clusters Score -1.370603e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -13706147.000000 Penalty: 5564.702637
	Iteration 32Q: 3 clusters Score -1.370615e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -13706234.000000 Penalty: 5564.702637
	Iteration 33Q: 3 clusters Score -1.370623e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -13706291.000000 Penalty: 5564.702637
	Iteration 34Q: 3 clusters Score -1.370629e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -13706384.000000 Penalty: 5564.702637
	Iteration 35Q: 3 clusters Score -1.370638e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -13706489.000000 Penalty: 5564.702637
	Iteration 36Q: 3 clusters Score -1.370649e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -13706508.000000 Penalty: 5564.702637
	Iteration 37Q: 3 clusters Score -1.370651e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -13706541.000000 Penalty: 5564.702637
	Iteration 38Q: 3 clusters Score -1.370654e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -13706604.000000 Penalty: 5564.702637
	Iteration 39Q: 3 clusters Score -1.37066e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -13706646.000000 Penalty: 5564.702637
	Iteration 40F: 3 clusters Score -1.370665e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -13706670.000000 Penalty: 5564.702637
	Iteration 41Q: 3 clusters Score -1.370667e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -13706694.000000 Penalty: 5564.702637
	Iteration 42Q: 3 clusters Score -1.370669e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -13706702.000000 Penalty: 5564.702637
	Iteration 43Q: 3 clusters Score -1.37067e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -13706699.000000 Penalty: 5564.702637
	Iteration 44Q: 3 clusters Score -1.37067e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -13706743.000000 Penalty: 5564.702637
	Iteration 45Q: 3 clusters Score -1.370674e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -13706743.000000 Penalty: 5564.702637
	Iteration 46Q: 3 clusters Score -1.370674e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -13706754.000000 Penalty: 5564.702637
	Iteration 47Q: 3 clusters Score -1.370675e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -13706748.000000 Penalty: 5564.702637
	Iteration 48Q: 3 clusters Score -1.370675e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -13706759.000000 Penalty: 5564.702637
	Iteration 49Q: 3 clusters Score -1.370676e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -13706755.000000 Penalty: 5564.702637
	Iteration 50Q: 3 clusters Score -1.370676e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -13706784.000000 Penalty: 5564.702637
	Iteration 51Q: 3 clusters Score -1.370678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -13706754.000000 Penalty: 5564.702637
	Iteration 52Q: 3 clusters Score -1.370675e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -13706756.000000 Penalty: 5564.702637
	Iteration 53Q: 3 clusters Score -1.370676e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -13706743.000000 Penalty: 5564.702637
	Iteration 54Q: 3 clusters Score -1.370674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -13706747.000000 Penalty: 5564.702637
	Iteration 55Q: 3 clusters Score -1.370675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -13706737.000000 Penalty: 5564.702637
	Iteration 56Q: 3 clusters Score -1.370674e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -13706735.000000 Penalty: 5564.702637
	Iteration 57Q: 3 clusters Score -1.370674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -13706745.000000 Penalty: 5564.702637
	Iteration 58Q: 3 clusters Score -1.370674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -13706746.000000 Penalty: 5564.702637
	Iteration 59Q: 3 clusters Score -1.370675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -13706747.000000 Penalty: 5564.702637
	Iteration 60F: 3 clusters Score -1.370675e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -13706745.000000 Penalty: 5564.702637
	Iteration 61Q: 3 clusters Score -1.370674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -13706746.000000 Penalty: 5564.702637
	Iteration 62Q: 3 clusters Score -1.370675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -13706751.000000 Penalty: 5564.702637
	Iteration 63Q: 3 clusters Score -1.370675e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -13706741.000000 Penalty: 5564.702637
	Iteration 64Q: 3 clusters Score -1.370674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -13706742.000000 Penalty: 5564.702637
	Iteration 65Q: 3 clusters Score -1.370674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -13706764.000000 Penalty: 5564.702637
	Iteration 66Q: 3 clusters Score -1.370676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -13706771.000000 Penalty: 5564.702637
	Iteration 67Q: 3 clusters Score -1.370677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -13706768.000000 Penalty: 5564.702637
	Iteration 68Q: 3 clusters Score -1.370677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -13706774.000000 Penalty: 5564.702637
	Iteration 69Q: 3 clusters Score -1.370677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -13706767.000000 Penalty: 5564.702637
	Iteration 70Q: 3 clusters Score -1.370677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -13706762.000000 Penalty: 5564.702637
	Iteration 71Q: 3 clusters Score -1.370676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -13706757.000000 Penalty: 5564.702637
	Iteration 72Q: 3 clusters Score -1.370676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -13706763.000000 Penalty: 5564.702637
	Iteration 73Q: 3 clusters Score -1.370676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -13706760.000000 Penalty: 5564.702637
	Iteration 74Q: 3 clusters Score -1.370676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -13706767.000000 Penalty: 5564.702637
	Iteration 75Q: 3 clusters Score -1.370677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -13706770.000000 Penalty: 5564.702637
	Iteration 76Q: 3 clusters Score -1.370677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -13706763.000000 Penalty: 5564.702637
	Iteration 77Q: 3 clusters Score -1.370676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -13706753.000000 Penalty: 5564.702637
	Iteration 78Q: 3 clusters Score -1.370675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -13706749.000000 Penalty: 5564.702637
	Iteration 79Q: 3 clusters Score -1.370675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -13706751.000000 Penalty: 5564.702637
	Iteration 80F: 3 clusters Score -1.370675e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -13706763.000000 Penalty: 5564.702637
	Iteration 81Q: 3 clusters Score -1.370676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -13706766.000000 Penalty: 5564.702637
	Iteration 82Q: 3 clusters Score -1.370677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -13706762.000000 Penalty: 5564.702637
	Iteration 83Q: 3 clusters Score -1.370676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -13706767.000000 Penalty: 5564.702637
	Iteration 84Q: 3 clusters Score -1.370677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -13706768.000000 Penalty: 5564.702637
	Iteration 85Q: 3 clusters Score -1.370677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -13706765.000000 Penalty: 5564.702637
	Iteration 86Q: 3 clusters Score -1.370676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -13706765.000000 Penalty: 5564.702637
	Iteration 87Q: 3 clusters Score -1.370676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -13706765.000000 Penalty: 5564.702637
	Iteration 88F: 3 clusters Score -1.370676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54407 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 27829 members 
Mstep: Class 5 contains 54882 members 
Mstep: Class 6 contains 31848 members 
Mstep: Class 7 contains 54349 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 67502 members 
Mstep: Class 10 contains 55434 members 
Mstep: Class 11 contains 63774 members 
Mstep: Class 12 contains 43331 members 
Mstep: Class 13 contains 54407 members 
Mstep: Class 14 contains 42697 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 74909 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 20 contains 64660 members 
Mstep: Class 21 contains 1720 members 
Entering Unmasked Estep 
Score: -126812688.000000 Penalty: 63409.343750
Splitting cluster 6 changes total score from -126784272.000000 to -126812688.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 7 (54349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Entering Unmasked Estep 
Score: -10009635.000000 Penalty: 2703.989014
	Iteration 0F: 2 clusters Score -1.000964e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -9980818.000000 Penalty: 5407.978027
	Iteration 0F: 3 clusters Score -9980818 nChanged 25166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -9994668.000000 Penalty: 5407.978027
	Iteration 1F: 3 clusters Score -9994668 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -9995297.000000 Penalty: 5407.978027
	Iteration 2Q: 3 clusters Score -9995297 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -9995990.000000 Penalty: 5407.978027
	Iteration 3Q: 3 clusters Score -9995990 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -9996750.000000 Penalty: 5407.978027
	Iteration 4Q: 3 clusters Score -9996750 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -9997867.000000 Penalty: 5407.978027
	Iteration 5Q: 3 clusters Score -9997867 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -9999218.000000 Penalty: 5407.978027
	Iteration 6Q: 3 clusters Score -9999218 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -10000993.000000 Penalty: 5407.978027
	Iteration 7F: 3 clusters Score -1.000099e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -10003017.000000 Penalty: 5407.978027
	Iteration 8F: 3 clusters Score -1.000302e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -10005261.000000 Penalty: 5407.978027
	Iteration 9F: 3 clusters Score -1.000526e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -10007436.000000 Penalty: 5407.978027
	Iteration 10F: 3 clusters Score -1.000744e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -10008766.000000 Penalty: 5407.978027
	Iteration 11F: 3 clusters Score -1.000877e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -10009376.000000 Penalty: 5407.978027
	Iteration 12Q: 3 clusters Score -1.000938e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -10009583.000000 Penalty: 5407.978027
	Iteration 13Q: 3 clusters Score -1.000958e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -10009721.000000 Penalty: 5407.978027
	Iteration 14Q: 3 clusters Score -1.000972e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -10009833.000000 Penalty: 5407.978027
	Iteration 15Q: 3 clusters Score -1.000983e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -10009938.000000 Penalty: 5407.978027
	Iteration 16Q: 3 clusters Score -1.000994e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -10010019.000000 Penalty: 5407.978027
	Iteration 17Q: 3 clusters Score -1.001002e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -10010141.000000 Penalty: 5407.978027
	Iteration 18Q: 3 clusters Score -1.001014e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -10010255.000000 Penalty: 5407.978027
	Iteration 19Q: 3 clusters Score -1.001026e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -10010337.000000 Penalty: 5407.978027
	Iteration 20F: 3 clusters Score -1.001034e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -10010445.000000 Penalty: 5407.978027
	Iteration 21Q: 3 clusters Score -1.001044e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -10010486.000000 Penalty: 5407.978027
	Iteration 22Q: 3 clusters Score -1.001049e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -10010549.000000 Penalty: 5407.978027
	Iteration 23Q: 3 clusters Score -1.001055e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -10010605.000000 Penalty: 5407.978027
	Iteration 24Q: 3 clusters Score -1.00106e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -10010685.000000 Penalty: 5407.978027
	Iteration 25Q: 3 clusters Score -1.001068e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -10010734.000000 Penalty: 5407.978027
	Iteration 26Q: 3 clusters Score -1.001073e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -10010776.000000 Penalty: 5407.978027
	Iteration 27Q: 3 clusters Score -1.001078e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -10010803.000000 Penalty: 5407.978027
	Iteration 28Q: 3 clusters Score -1.00108e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -10010837.000000 Penalty: 5407.978027
	Iteration 29Q: 3 clusters Score -1.001084e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -10010867.000000 Penalty: 5407.978027
	Iteration 30Q: 3 clusters Score -1.001087e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -10010858.000000 Penalty: 5407.978027
	Iteration 31Q: 3 clusters Score -1.001086e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -10010879.000000 Penalty: 5407.978027
	Iteration 32Q: 3 clusters Score -1.001088e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -10010921.000000 Penalty: 5407.978027
	Iteration 33Q: 3 clusters Score -1.001092e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -10010938.000000 Penalty: 5407.978027
	Iteration 34Q: 3 clusters Score -1.001094e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -10010961.000000 Penalty: 5407.978027
	Iteration 35Q: 3 clusters Score -1.001096e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -10011002.000000 Penalty: 5407.978027
	Iteration 36Q: 3 clusters Score -1.0011e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -10011021.000000 Penalty: 5407.978027
	Iteration 37Q: 3 clusters Score -1.001102e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -10011100.000000 Penalty: 5407.978027
	Iteration 38Q: 3 clusters Score -1.00111e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -10011118.000000 Penalty: 5407.978027
	Iteration 39Q: 3 clusters Score -1.001112e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -10011171.000000 Penalty: 5407.978027
	Iteration 40F: 3 clusters Score -1.001117e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -10011204.000000 Penalty: 5407.978027
	Iteration 41Q: 3 clusters Score -1.00112e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -10011235.000000 Penalty: 5407.978027
	Iteration 42Q: 3 clusters Score -1.001124e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -10011239.000000 Penalty: 5407.978027
	Iteration 43Q: 3 clusters Score -1.001124e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -10011263.000000 Penalty: 5407.978027
	Iteration 44Q: 3 clusters Score -1.001126e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -10011314.000000 Penalty: 5407.978027
	Iteration 45Q: 3 clusters Score -1.001131e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -10011364.000000 Penalty: 5407.978027
	Iteration 46Q: 3 clusters Score -1.001136e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -10011383.000000 Penalty: 5407.978027
	Iteration 47Q: 3 clusters Score -1.001138e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -10011373.000000 Penalty: 5407.978027
	Iteration 48Q: 3 clusters Score -1.001137e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -10011398.000000 Penalty: 5407.978027
	Iteration 49Q: 3 clusters Score -1.00114e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -10011389.000000 Penalty: 5407.978027
	Iteration 50Q: 3 clusters Score -1.001139e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -10011404.000000 Penalty: 5407.978027
	Iteration 51Q: 3 clusters Score -1.00114e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -10011392.000000 Penalty: 5407.978027
	Iteration 52Q: 3 clusters Score -1.001139e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -10011439.000000 Penalty: 5407.978027
	Iteration 53Q: 3 clusters Score -1.001144e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -10011469.000000 Penalty: 5407.978027
	Iteration 54Q: 3 clusters Score -1.001147e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -10011474.000000 Penalty: 5407.978027
	Iteration 55Q: 3 clusters Score -1.001147e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -10011514.000000 Penalty: 5407.978027
	Iteration 56Q: 3 clusters Score -1.001151e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -10011510.000000 Penalty: 5407.978027
	Iteration 57Q: 3 clusters Score -1.001151e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -10011530.000000 Penalty: 5407.978027
	Iteration 58Q: 3 clusters Score -1.001153e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -10011526.000000 Penalty: 5407.978027
	Iteration 59Q: 3 clusters Score -1.001153e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -10011541.000000 Penalty: 5407.978027
	Iteration 60F: 3 clusters Score -1.001154e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -10011533.000000 Penalty: 5407.978027
	Iteration 61Q: 3 clusters Score -1.001153e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -10011545.000000 Penalty: 5407.978027
	Iteration 62Q: 3 clusters Score -1.001154e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -10011592.000000 Penalty: 5407.978027
	Iteration 63Q: 3 clusters Score -1.001159e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -10011594.000000 Penalty: 5407.978027
	Iteration 64Q: 3 clusters Score -1.001159e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -10011633.000000 Penalty: 5407.978027
	Iteration 65Q: 3 clusters Score -1.001163e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -10011637.000000 Penalty: 5407.978027
	Iteration 66Q: 3 clusters Score -1.001164e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -10011651.000000 Penalty: 5407.978027
	Iteration 67Q: 3 clusters Score -1.001165e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -10011678.000000 Penalty: 5407.978027
	Iteration 68Q: 3 clusters Score -1.001168e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -10011667.000000 Penalty: 5407.978027
	Iteration 69Q: 3 clusters Score -1.001167e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -10011673.000000 Penalty: 5407.978027
	Iteration 70Q: 3 clusters Score -1.001167e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -10011691.000000 Penalty: 5407.978027
	Iteration 71Q: 3 clusters Score -1.001169e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -10011707.000000 Penalty: 5407.978027
	Iteration 72Q: 3 clusters Score -1.001171e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -10011721.000000 Penalty: 5407.978027
	Iteration 73Q: 3 clusters Score -1.001172e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -10011722.000000 Penalty: 5407.978027
	Iteration 74Q: 3 clusters Score -1.001172e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -10011711.000000 Penalty: 5407.978027
	Iteration 75Q: 3 clusters Score -1.001171e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -10011708.000000 Penalty: 5407.978027
	Iteration 76Q: 3 clusters Score -1.001171e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -10011724.000000 Penalty: 5407.978027
	Iteration 77Q: 3 clusters Score -1.001172e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -10011738.000000 Penalty: 5407.978027
	Iteration 78Q: 3 clusters Score -1.001174e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -10011753.000000 Penalty: 5407.978027
	Iteration 79Q: 3 clusters Score -1.001175e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -10011768.000000 Penalty: 5407.978027
	Iteration 80F: 3 clusters Score -1.001177e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -10011781.000000 Penalty: 5407.978027
	Iteration 81Q: 3 clusters Score -1.001178e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -10011781.000000 Penalty: 5407.978027
	Iteration 82Q: 3 clusters Score -1.001178e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -10011769.000000 Penalty: 5407.978027
	Iteration 83Q: 3 clusters Score -1.001177e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -10011790.000000 Penalty: 5407.978027
	Iteration 84Q: 3 clusters Score -1.001179e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -10011783.000000 Penalty: 5407.978027
	Iteration 85Q: 3 clusters Score -1.001178e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -10011799.000000 Penalty: 5407.978027
	Iteration 86Q: 3 clusters Score -1.00118e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -10011806.000000 Penalty: 5407.978027
	Iteration 87Q: 3 clusters Score -1.001181e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -10011824.000000 Penalty: 5407.978027
	Iteration 88Q: 3 clusters Score -1.001182e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -10011845.000000 Penalty: 5407.978027
	Iteration 89Q: 3 clusters Score -1.001184e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -10011895.000000 Penalty: 5407.978027
	Iteration 90Q: 3 clusters Score -1.00119e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -10011890.000000 Penalty: 5407.978027
	Iteration 91Q: 3 clusters Score -1.001189e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -10011914.000000 Penalty: 5407.978027
	Iteration 92Q: 3 clusters Score -1.001191e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -10011926.000000 Penalty: 5407.978027
	Iteration 93Q: 3 clusters Score -1.001193e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -10011914.000000 Penalty: 5407.978027
	Iteration 94Q: 3 clusters Score -1.001191e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -10011962.000000 Penalty: 5407.978027
	Iteration 95Q: 3 clusters Score -1.001196e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -10011978.000000 Penalty: 5407.978027
	Iteration 96Q: 3 clusters Score -1.001198e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -10011980.000000 Penalty: 5407.978027
	Iteration 97Q: 3 clusters Score -1.001198e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 34461 members 
Entering Unmasked Estep 
Score: -10012000.000000 Penalty: 5407.978027
	Iteration 98Q: 3 clusters Score -1.0012e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -10012025.000000 Penalty: 5407.978027
	Iteration 99Q: 3 clusters Score -1.001202e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -10012028.000000 Penalty: 5407.978027
	Iteration 100F: 3 clusters Score -1.001203e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -10012016.000000 Penalty: 5407.978027
	Iteration 101Q: 3 clusters Score -1.001202e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -10012019.000000 Penalty: 5407.978027
	Iteration 102Q: 3 clusters Score -1.001202e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -10012025.000000 Penalty: 5407.978027
	Iteration 103Q: 3 clusters Score -1.001202e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -10012057.000000 Penalty: 5407.978027
	Iteration 104Q: 3 clusters Score -1.001206e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -10012065.000000 Penalty: 5407.978027
	Iteration 105Q: 3 clusters Score -1.001206e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -10012081.000000 Penalty: 5407.978027
	Iteration 106Q: 3 clusters Score -1.001208e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -10012082.000000 Penalty: 5407.978027
	Iteration 107Q: 3 clusters Score -1.001208e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -10012116.000000 Penalty: 5407.978027
	Iteration 108Q: 3 clusters Score -1.001212e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -10012124.000000 Penalty: 5407.978027
	Iteration 109Q: 3 clusters Score -1.001212e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -10012153.000000 Penalty: 5407.978027
	Iteration 110Q: 3 clusters Score -1.001215e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -10012176.000000 Penalty: 5407.978027
	Iteration 111Q: 3 clusters Score -1.001218e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -10012190.000000 Penalty: 5407.978027
	Iteration 112Q: 3 clusters Score -1.001219e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -10012186.000000 Penalty: 5407.978027
	Iteration 113Q: 3 clusters Score -1.001219e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -10012212.000000 Penalty: 5407.978027
	Iteration 114Q: 3 clusters Score -1.001221e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -10012208.000000 Penalty: 5407.978027
	Iteration 115Q: 3 clusters Score -1.001221e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -10012236.000000 Penalty: 5407.978027
	Iteration 116Q: 3 clusters Score -1.001224e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -10012268.000000 Penalty: 5407.978027
	Iteration 117Q: 3 clusters Score -1.001227e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -10012257.000000 Penalty: 5407.978027
	Iteration 118Q: 3 clusters Score -1.001226e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -10012295.000000 Penalty: 5407.978027
	Iteration 119Q: 3 clusters Score -1.00123e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -10012337.000000 Penalty: 5407.978027
	Iteration 120F: 3 clusters Score -1.001234e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -10012371.000000 Penalty: 5407.978027
	Iteration 121Q: 3 clusters Score -1.001237e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -10012417.000000 Penalty: 5407.978027
	Iteration 122Q: 3 clusters Score -1.001242e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -10012445.000000 Penalty: 5407.978027
	Iteration 123Q: 3 clusters Score -1.001244e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -10012478.000000 Penalty: 5407.978027
	Iteration 124Q: 3 clusters Score -1.001248e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -10012549.000000 Penalty: 5407.978027
	Iteration 125Q: 3 clusters Score -1.001255e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -10012558.000000 Penalty: 5407.978027
	Iteration 126Q: 3 clusters Score -1.001256e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -10012589.000000 Penalty: 5407.978027
	Iteration 127Q: 3 clusters Score -1.001259e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -10012590.000000 Penalty: 5407.978027
	Iteration 128Q: 3 clusters Score -1.001259e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -10012629.000000 Penalty: 5407.978027
	Iteration 129Q: 3 clusters Score -1.001263e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -10012663.000000 Penalty: 5407.978027
	Iteration 130Q: 3 clusters Score -1.001266e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -10012726.000000 Penalty: 5407.978027
	Iteration 131Q: 3 clusters Score -1.001273e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -10012740.000000 Penalty: 5407.978027
	Iteration 132Q: 3 clusters Score -1.001274e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -10012746.000000 Penalty: 5407.978027
	Iteration 133Q: 3 clusters Score -1.001275e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -10012781.000000 Penalty: 5407.978027
	Iteration 134Q: 3 clusters Score -1.001278e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -10012818.000000 Penalty: 5407.978027
	Iteration 135Q: 3 clusters Score -1.001282e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -10012852.000000 Penalty: 5407.978027
	Iteration 136Q: 3 clusters Score -1.001285e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -10012882.000000 Penalty: 5407.978027
	Iteration 137Q: 3 clusters Score -1.001288e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -10012895.000000 Penalty: 5407.978027
	Iteration 138Q: 3 clusters Score -1.00129e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -10012948.000000 Penalty: 5407.978027
	Iteration 139Q: 3 clusters Score -1.001295e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -10012966.000000 Penalty: 5407.978027
	Iteration 140F: 3 clusters Score -1.001297e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -10012959.000000 Penalty: 5407.978027
	Iteration 141Q: 3 clusters Score -1.001296e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -10012986.000000 Penalty: 5407.978027
	Iteration 142Q: 3 clusters Score -1.001299e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -10013019.000000 Penalty: 5407.978027
	Iteration 143Q: 3 clusters Score -1.001302e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -10013084.000000 Penalty: 5407.978027
	Iteration 144Q: 3 clusters Score -1.001308e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -10013172.000000 Penalty: 5407.978027
	Iteration 145Q: 3 clusters Score -1.001317e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -10013199.000000 Penalty: 5407.978027
	Iteration 146Q: 3 clusters Score -1.00132e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -10013196.000000 Penalty: 5407.978027
	Iteration 147Q: 3 clusters Score -1.00132e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -10013199.000000 Penalty: 5407.978027
	Iteration 148Q: 3 clusters Score -1.00132e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -10013084.000000 Penalty: 5407.978027
	Iteration 149Q: 3 clusters Score -1.001308e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -10012863.000000 Penalty: 5407.978027
	Iteration 150Q: 3 clusters Score -1.001286e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -10012577.000000 Penalty: 5407.978027
	Iteration 151Q: 3 clusters Score -1.001258e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -10012116.000000 Penalty: 5407.978027
	Iteration 152Q: 3 clusters Score -1.001212e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -10011673.000000 Penalty: 5407.978027
	Iteration 153Q: 3 clusters Score -1.001167e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -10011133.000000 Penalty: 5407.978027
	Iteration 154Q: 3 clusters Score -1.001113e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -10010654.000000 Penalty: 5407.978027
	Iteration 155Q: 3 clusters Score -1.001065e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -10010344.000000 Penalty: 5407.978027
	Iteration 156Q: 3 clusters Score -1.001034e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -10010086.000000 Penalty: 5407.978027
	Iteration 157Q: 3 clusters Score -1.001009e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -10009833.000000 Penalty: 5407.978027
	Iteration 158Q: 3 clusters Score -1.000983e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 51095 members 
Entering Unmasked Estep 
Score: -10009678.000000 Penalty: 5407.978027
	Iteration 159Q: 3 clusters Score -1.000968e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -10009822.000000 Penalty: 5407.978027
	Iteration 160F: 3 clusters Score -1.000982e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -10009501.000000 Penalty: 5407.978027
	Iteration 161Q: 3 clusters Score -1.00095e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -10009304.000000 Penalty: 5407.978027
	Iteration 162Q: 3 clusters Score -1.00093e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -10009142.000000 Penalty: 5407.978027
	Iteration 163Q: 3 clusters Score -1.000914e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 52634 members 
Entering Unmasked Estep 
Score: -10009076.000000 Penalty: 5407.978027
	Iteration 164Q: 3 clusters Score -1.000908e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 52792 members 
Entering Unmasked Estep 
Score: -10008987.000000 Penalty: 5407.978027
	Iteration 165Q: 3 clusters Score -1.000899e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -10008923.000000 Penalty: 5407.978027
	Iteration 166Q: 3 clusters Score -1.000892e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -10008891.000000 Penalty: 5407.978027
	Iteration 167Q: 3 clusters Score -1.000889e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -10008853.000000 Penalty: 5407.978027
	Iteration 168Q: 3 clusters Score -1.000885e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -10008843.000000 Penalty: 5407.978027
	Iteration 169Q: 3 clusters Score -1.000884e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -10008818.000000 Penalty: 5407.978027
	Iteration 170Q: 3 clusters Score -1.000882e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -10008781.000000 Penalty: 5407.978027
	Iteration 171Q: 3 clusters Score -1.000878e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 53234 members 
Entering Unmasked Estep 
Score: -10008776.000000 Penalty: 5407.978027
	Iteration 172Q: 3 clusters Score -1.000878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -10008733.000000 Penalty: 5407.978027
	Iteration 173Q: 3 clusters Score -1.000873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -10008701.000000 Penalty: 5407.978027
	Iteration 174Q: 3 clusters Score -1.00087e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -10008681.000000 Penalty: 5407.978027
	Iteration 175Q: 3 clusters Score -1.000868e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -10008657.000000 Penalty: 5407.978027
	Iteration 176Q: 3 clusters Score -1.000866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -10008656.000000 Penalty: 5407.978027
	Iteration 177Q: 3 clusters Score -1.000866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -10008637.000000 Penalty: 5407.978027
	Iteration 178Q: 3 clusters Score -1.000864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -10008623.000000 Penalty: 5407.978027
	Iteration 179Q: 3 clusters Score -1.000862e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -10008621.000000 Penalty: 5407.978027
	Iteration 180F: 3 clusters Score -1.000862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -10008599.000000 Penalty: 5407.978027
	Iteration 181Q: 3 clusters Score -1.00086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -10008591.000000 Penalty: 5407.978027
	Iteration 182Q: 3 clusters Score -1.000859e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 53411 members 
Entering Unmasked Estep 
Score: -10008568.000000 Penalty: 5407.978027
	Iteration 183Q: 3 clusters Score -1.000857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 53423 members 
Entering Unmasked Estep 
Score: -10008569.000000 Penalty: 5407.978027
	Iteration 184Q: 3 clusters Score -1.000857e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -10008569.000000 Penalty: 5407.978027
	Iteration 185Q: 3 clusters Score -1.000857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -10008560.000000 Penalty: 5407.978027
	Iteration 186Q: 3 clusters Score -1.000856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -10008556.000000 Penalty: 5407.978027
	Iteration 187Q: 3 clusters Score -1.000856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -10008551.000000 Penalty: 5407.978027
	Iteration 188Q: 3 clusters Score -1.000855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -10008548.000000 Penalty: 5407.978027
	Iteration 189Q: 3 clusters Score -1.000855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -10008561.000000 Penalty: 5407.978027
	Iteration 190Q: 3 clusters Score -1.000856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -10008556.000000 Penalty: 5407.978027
	Iteration 191Q: 3 clusters Score -1.000856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -10008556.000000 Penalty: 5407.978027
	Iteration 192Q: 3 clusters Score -1.000856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -10008549.000000 Penalty: 5407.978027
	Iteration 193Q: 3 clusters Score -1.000855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -10008547.000000 Penalty: 5407.978027
	Iteration 194Q: 3 clusters Score -1.000855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -10008544.000000 Penalty: 5407.978027
	Iteration 195Q: 3 clusters Score -1.000854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -10008541.000000 Penalty: 5407.978027
	Iteration 196Q: 3 clusters Score -1.000854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -10008541.000000 Penalty: 5407.978027
	Iteration 197Q: 3 clusters Score -1.000854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -10008539.000000 Penalty: 5407.978027
	Iteration 198Q: 3 clusters Score -1.000854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -10008534.000000 Penalty: 5407.978027
	Iteration 199Q: 3 clusters Score -1.000853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -10008535.000000 Penalty: 5407.978027
	Iteration 200F: 3 clusters Score -1.000854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (67502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67502 members 
Entering Unmasked Estep 
Score: -12380981.000000 Penalty: 2757.738281
	Iteration 0F: 2 clusters Score -1.238098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -12344389.000000 Penalty: 5515.476562
	Iteration 0F: 3 clusters Score -1.234439e+07 nChanged 31659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -12362229.000000 Penalty: 5515.476562
	Iteration 1F: 3 clusters Score -1.236223e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -12362838.000000 Penalty: 5515.476562
	Iteration 2Q: 3 clusters Score -1.236284e+07 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -12363374.000000 Penalty: 5515.476562
	Iteration 3Q: 3 clusters Score -1.236337e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -12363901.000000 Penalty: 5515.476562
	Iteration 4Q: 3 clusters Score -1.23639e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -12364552.000000 Penalty: 5515.476562
	Iteration 5Q: 3 clusters Score -1.236455e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -12365409.000000 Penalty: 5515.476562
	Iteration 6Q: 3 clusters Score -1.236541e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -12366691.000000 Penalty: 5515.476562
	Iteration 7Q: 3 clusters Score -1.236669e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -12368623.000000 Penalty: 5515.476562
	Iteration 8Q: 3 clusters Score -1.236862e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -12371371.000000 Penalty: 5515.476562
	Iteration 9F: 3 clusters Score -1.237137e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -12374049.000000 Penalty: 5515.476562
	Iteration 10F: 3 clusters Score -1.237405e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -12375548.000000 Penalty: 5515.476562
	Iteration 11Q: 3 clusters Score -1.237555e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -12376087.000000 Penalty: 5515.476562
	Iteration 12Q: 3 clusters Score -1.237609e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -12376201.000000 Penalty: 5515.476562
	Iteration 13Q: 3 clusters Score -1.23762e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -12376270.000000 Penalty: 5515.476562
	Iteration 14Q: 3 clusters Score -1.237627e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -12376414.000000 Penalty: 5515.476562
	Iteration 15Q: 3 clusters Score -1.237641e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -12376531.000000 Penalty: 5515.476562
	Iteration 16Q: 3 clusters Score -1.237653e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 49022 members 
Entering Unmasked Estep 
Score: -12376634.000000 Penalty: 5515.476562
	Iteration 17Q: 3 clusters Score -1.237663e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -12376783.000000 Penalty: 5515.476562
	Iteration 18Q: 3 clusters Score -1.237678e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -12376756.000000 Penalty: 5515.476562
	Iteration 19Q: 3 clusters Score -1.237676e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -12376945.000000 Penalty: 5515.476562
	Iteration 20F: 3 clusters Score -1.237694e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -12377054.000000 Penalty: 5515.476562
	Iteration 21Q: 3 clusters Score -1.237705e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -12377176.000000 Penalty: 5515.476562
	Iteration 22Q: 3 clusters Score -1.237718e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -12377265.000000 Penalty: 5515.476562
	Iteration 23Q: 3 clusters Score -1.237726e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -12377382.000000 Penalty: 5515.476562
	Iteration 24Q: 3 clusters Score -1.237738e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -12377510.000000 Penalty: 5515.476562
	Iteration 25Q: 3 clusters Score -1.237751e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -12377719.000000 Penalty: 5515.476562
	Iteration 26Q: 3 clusters Score -1.237772e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -12377893.000000 Penalty: 5515.476562
	Iteration 27Q: 3 clusters Score -1.237789e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -12378124.000000 Penalty: 5515.476562
	Iteration 28Q: 3 clusters Score -1.237812e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -12378309.000000 Penalty: 5515.476562
	Iteration 29Q: 3 clusters Score -1.237831e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -12378526.000000 Penalty: 5515.476562
	Iteration 30Q: 3 clusters Score -1.237853e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -12378731.000000 Penalty: 5515.476562
	Iteration 31Q: 3 clusters Score -1.237873e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -12378953.000000 Penalty: 5515.476562
	Iteration 32Q: 3 clusters Score -1.237895e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -12379150.000000 Penalty: 5515.476562
	Iteration 33Q: 3 clusters Score -1.237915e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -12379305.000000 Penalty: 5515.476562
	Iteration 34Q: 3 clusters Score -1.23793e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -12379447.000000 Penalty: 5515.476562
	Iteration 35Q: 3 clusters Score -1.237945e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -12379544.000000 Penalty: 5515.476562
	Iteration 36Q: 3 clusters Score -1.237954e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -12379691.000000 Penalty: 5515.476562
	Iteration 37Q: 3 clusters Score -1.237969e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -12379834.000000 Penalty: 5515.476562
	Iteration 38Q: 3 clusters Score -1.237983e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -12379924.000000 Penalty: 5515.476562
	Iteration 39Q: 3 clusters Score -1.237992e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -12380122.000000 Penalty: 5515.476562
	Iteration 40F: 3 clusters Score -1.238012e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -12380256.000000 Penalty: 5515.476562
	Iteration 41Q: 3 clusters Score -1.238026e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -12380392.000000 Penalty: 5515.476562
	Iteration 42Q: 3 clusters Score -1.238039e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -12380510.000000 Penalty: 5515.476562
	Iteration 43Q: 3 clusters Score -1.238051e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -12380647.000000 Penalty: 5515.476562
	Iteration 44Q: 3 clusters Score -1.238065e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -12380757.000000 Penalty: 5515.476562
	Iteration 45Q: 3 clusters Score -1.238076e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -12380898.000000 Penalty: 5515.476562
	Iteration 46Q: 3 clusters Score -1.23809e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -12381072.000000 Penalty: 5515.476562
	Iteration 47Q: 3 clusters Score -1.238107e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -12381198.000000 Penalty: 5515.476562
	Iteration 48Q: 3 clusters Score -1.23812e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -12381326.000000 Penalty: 5515.476562
	Iteration 49Q: 3 clusters Score -1.238133e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -12381466.000000 Penalty: 5515.476562
	Iteration 50Q: 3 clusters Score -1.238147e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -12381595.000000 Penalty: 5515.476562
	Iteration 51Q: 3 clusters Score -1.23816e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -12381704.000000 Penalty: 5515.476562
	Iteration 52Q: 3 clusters Score -1.23817e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -12381758.000000 Penalty: 5515.476562
	Iteration 53Q: 3 clusters Score -1.238176e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -12381842.000000 Penalty: 5515.476562
	Iteration 54Q: 3 clusters Score -1.238184e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -12381945.000000 Penalty: 5515.476562
	Iteration 55Q: 3 clusters Score -1.238194e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -12382002.000000 Penalty: 5515.476562
	Iteration 56Q: 3 clusters Score -1.2382e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -12382061.000000 Penalty: 5515.476562
	Iteration 57Q: 3 clusters Score -1.238206e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -12382113.000000 Penalty: 5515.476562
	Iteration 58Q: 3 clusters Score -1.238211e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -12382181.000000 Penalty: 5515.476562
	Iteration 59Q: 3 clusters Score -1.238218e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -12382237.000000 Penalty: 5515.476562
	Iteration 60F: 3 clusters Score -1.238224e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -12382324.000000 Penalty: 5515.476562
	Iteration 61Q: 3 clusters Score -1.238232e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -12382392.000000 Penalty: 5515.476562
	Iteration 62Q: 3 clusters Score -1.238239e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -12382421.000000 Penalty: 5515.476562
	Iteration 63Q: 3 clusters Score -1.238242e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -12382425.000000 Penalty: 5515.476562
	Iteration 64Q: 3 clusters Score -1.238242e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -12382456.000000 Penalty: 5515.476562
	Iteration 65Q: 3 clusters Score -1.238246e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -12382520.000000 Penalty: 5515.476562
	Iteration 66Q: 3 clusters Score -1.238252e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -12382510.000000 Penalty: 5515.476562
	Iteration 67Q: 3 clusters Score -1.238251e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -12382519.000000 Penalty: 5515.476562
	Iteration 68Q: 3 clusters Score -1.238252e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -12382526.000000 Penalty: 5515.476562
	Iteration 69Q: 3 clusters Score -1.238253e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -12382508.000000 Penalty: 5515.476562
	Iteration 70Q: 3 clusters Score -1.238251e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -12382549.000000 Penalty: 5515.476562
	Iteration 71Q: 3 clusters Score -1.238255e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -12382573.000000 Penalty: 5515.476562
	Iteration 72Q: 3 clusters Score -1.238257e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -12382584.000000 Penalty: 5515.476562
	Iteration 73Q: 3 clusters Score -1.238258e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -12382596.000000 Penalty: 5515.476562
	Iteration 74Q: 3 clusters Score -1.23826e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -12382583.000000 Penalty: 5515.476562
	Iteration 75Q: 3 clusters Score -1.238258e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -12382603.000000 Penalty: 5515.476562
	Iteration 76Q: 3 clusters Score -1.23826e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -12382591.000000 Penalty: 5515.476562
	Iteration 77Q: 3 clusters Score -1.238259e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -12382617.000000 Penalty: 5515.476562
	Iteration 78Q: 3 clusters Score -1.238262e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -12382603.000000 Penalty: 5515.476562
	Iteration 79Q: 3 clusters Score -1.23826e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -12382610.000000 Penalty: 5515.476562
	Iteration 80F: 3 clusters Score -1.238261e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -12382612.000000 Penalty: 5515.476562
	Iteration 81Q: 3 clusters Score -1.238261e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -12382605.000000 Penalty: 5515.476562
	Iteration 82Q: 3 clusters Score -1.23826e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -12382615.000000 Penalty: 5515.476562
	Iteration 83Q: 3 clusters Score -1.238262e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -12382613.000000 Penalty: 5515.476562
	Iteration 84Q: 3 clusters Score -1.238261e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -12382625.000000 Penalty: 5515.476562
	Iteration 85Q: 3 clusters Score -1.238262e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -12382639.000000 Penalty: 5515.476562
	Iteration 86Q: 3 clusters Score -1.238264e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -12382647.000000 Penalty: 5515.476562
	Iteration 87Q: 3 clusters Score -1.238265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -12382639.000000 Penalty: 5515.476562
	Iteration 88Q: 3 clusters Score -1.238264e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -12382640.000000 Penalty: 5515.476562
	Iteration 89Q: 3 clusters Score -1.238264e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -12382662.000000 Penalty: 5515.476562
	Iteration 90Q: 3 clusters Score -1.238266e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -12382657.000000 Penalty: 5515.476562
	Iteration 91Q: 3 clusters Score -1.238266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -12382632.000000 Penalty: 5515.476562
	Iteration 92Q: 3 clusters Score -1.238263e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -12382634.000000 Penalty: 5515.476562
	Iteration 93Q: 3 clusters Score -1.238263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -12382637.000000 Penalty: 5515.476562
	Iteration 94Q: 3 clusters Score -1.238264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -12382632.000000 Penalty: 5515.476562
	Iteration 95Q: 3 clusters Score -1.238263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -12382636.000000 Penalty: 5515.476562
	Iteration 96Q: 3 clusters Score -1.238264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -12382650.000000 Penalty: 5515.476562
	Iteration 97Q: 3 clusters Score -1.238265e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -12382644.000000 Penalty: 5515.476562
	Iteration 98Q: 3 clusters Score -1.238264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -12382659.000000 Penalty: 5515.476562
	Iteration 99Q: 3 clusters Score -1.238266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -12382670.000000 Penalty: 5515.476562
	Iteration 100F: 3 clusters Score -1.238267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -12382678.000000 Penalty: 5515.476562
	Iteration 101Q: 3 clusters Score -1.238268e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -12382653.000000 Penalty: 5515.476562
	Iteration 102Q: 3 clusters Score -1.238265e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -12382658.000000 Penalty: 5515.476562
	Iteration 103Q: 3 clusters Score -1.238266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -12382669.000000 Penalty: 5515.476562
	Iteration 104Q: 3 clusters Score -1.238267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -12382660.000000 Penalty: 5515.476562
	Iteration 105Q: 3 clusters Score -1.238266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -12382662.000000 Penalty: 5515.476562
	Iteration 106Q: 3 clusters Score -1.238266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -12382661.000000 Penalty: 5515.476562
	Iteration 107Q: 3 clusters Score -1.238266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -12382663.000000 Penalty: 5515.476562
	Iteration 108Q: 3 clusters Score -1.238266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -12382673.000000 Penalty: 5515.476562
	Iteration 109Q: 3 clusters Score -1.238267e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -12382673.000000 Penalty: 5515.476562
	Iteration 110Q: 3 clusters Score -1.238267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -12382668.000000 Penalty: 5515.476562
	Iteration 111Q: 3 clusters Score -1.238267e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -12382660.000000 Penalty: 5515.476562
	Iteration 112Q: 3 clusters Score -1.238266e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -12382656.000000 Penalty: 5515.476562
	Iteration 113Q: 3 clusters Score -1.238266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -12382646.000000 Penalty: 5515.476562
	Iteration 114Q: 3 clusters Score -1.238265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -12382657.000000 Penalty: 5515.476562
	Iteration 115Q: 3 clusters Score -1.238266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -12382659.000000 Penalty: 5515.476562
	Iteration 116Q: 3 clusters Score -1.238266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -12382660.000000 Penalty: 5515.476562
	Iteration 117Q: 3 clusters Score -1.238266e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -12382658.000000 Penalty: 5515.476562
	Iteration 118Q: 3 clusters Score -1.238266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -12382659.000000 Penalty: 5515.476562
	Iteration 119Q: 3 clusters Score -1.238266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -12382652.000000 Penalty: 5515.476562
	Iteration 120F: 3 clusters Score -1.238265e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -12382637.000000 Penalty: 5515.476562
	Iteration 121Q: 3 clusters Score -1.238264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -12382655.000000 Penalty: 5515.476562
	Iteration 122Q: 3 clusters Score -1.238266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -12382638.000000 Penalty: 5515.476562
	Iteration 123Q: 3 clusters Score -1.238264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -12382641.000000 Penalty: 5515.476562
	Iteration 124Q: 3 clusters Score -1.238264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -12382635.000000 Penalty: 5515.476562
	Iteration 125Q: 3 clusters Score -1.238264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -12382632.000000 Penalty: 5515.476562
	Iteration 126Q: 3 clusters Score -1.238263e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -12382641.000000 Penalty: 5515.476562
	Iteration 127Q: 3 clusters Score -1.238264e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -12382639.000000 Penalty: 5515.476562
	Iteration 128Q: 3 clusters Score -1.238264e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -12382633.000000 Penalty: 5515.476562
	Iteration 129Q: 3 clusters Score -1.238263e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -12382632.000000 Penalty: 5515.476562
	Iteration 130Q: 3 clusters Score -1.238263e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -12382628.000000 Penalty: 5515.476562
	Iteration 131Q: 3 clusters Score -1.238263e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -12382639.000000 Penalty: 5515.476562
	Iteration 132Q: 3 clusters Score -1.238264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -12382659.000000 Penalty: 5515.476562
	Iteration 133Q: 3 clusters Score -1.238266e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -12382648.000000 Penalty: 5515.476562
	Iteration 134Q: 3 clusters Score -1.238265e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -12382655.000000 Penalty: 5515.476562
	Iteration 135Q: 3 clusters Score -1.238266e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -12382664.000000 Penalty: 5515.476562
	Iteration 136Q: 3 clusters Score -1.238266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -12382668.000000 Penalty: 5515.476562
	Iteration 137Q: 3 clusters Score -1.238267e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -12382653.000000 Penalty: 5515.476562
	Iteration 138Q: 3 clusters Score -1.238265e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -12382646.000000 Penalty: 5515.476562
	Iteration 139Q: 3 clusters Score -1.238265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -12382655.000000 Penalty: 5515.476562
	Iteration 140F: 3 clusters Score -1.238266e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -12382644.000000 Penalty: 5515.476562
	Iteration 141Q: 3 clusters Score -1.238264e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -12382641.000000 Penalty: 5515.476562
	Iteration 142Q: 3 clusters Score -1.238264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -12382649.000000 Penalty: 5515.476562
	Iteration 143Q: 3 clusters Score -1.238265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -12382655.000000 Penalty: 5515.476562
	Iteration 144Q: 3 clusters Score -1.238266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -12382654.000000 Penalty: 5515.476562
	Iteration 145Q: 3 clusters Score -1.238265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -12382657.000000 Penalty: 5515.476562
	Iteration 146Q: 3 clusters Score -1.238266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -12382657.000000 Penalty: 5515.476562
	Iteration 147Q: 3 clusters Score -1.238266e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -12382654.000000 Penalty: 5515.476562
	Iteration 148Q: 3 clusters Score -1.238265e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -12382653.000000 Penalty: 5515.476562
	Iteration 149Q: 3 clusters Score -1.238265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -12382647.000000 Penalty: 5515.476562
	Iteration 150Q: 3 clusters Score -1.238265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -12382643.000000 Penalty: 5515.476562
	Iteration 151Q: 3 clusters Score -1.238264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -12382656.000000 Penalty: 5515.476562
	Iteration 152Q: 3 clusters Score -1.238266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -12382659.000000 Penalty: 5515.476562
	Iteration 153Q: 3 clusters Score -1.238266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -12382661.000000 Penalty: 5515.476562
	Iteration 154Q: 3 clusters Score -1.238266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -12382661.000000 Penalty: 5515.476562
	Iteration 155Q: 3 clusters Score -1.238266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -12382664.000000 Penalty: 5515.476562
	Iteration 156Q: 3 clusters Score -1.238266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -12382662.000000 Penalty: 5515.476562
	Iteration 157Q: 3 clusters Score -1.238266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -12382661.000000 Penalty: 5515.476562
	Iteration 158Q: 3 clusters Score -1.238266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -12382658.000000 Penalty: 5515.476562
	Iteration 159Q: 3 clusters Score -1.238266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -12382659.000000 Penalty: 5515.476562
	Iteration 160F: 3 clusters Score -1.238266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -12382654.000000 Penalty: 5515.476562
	Iteration 161Q: 3 clusters Score -1.238265e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -12382647.000000 Penalty: 5515.476562
	Iteration 162Q: 3 clusters Score -1.238265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -12382647.000000 Penalty: 5515.476562
	Iteration 163F: 3 clusters Score -1.238265e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54407 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 27829 members 
Mstep: Class 5 contains 54882 members 
Mstep: Class 6 contains 31848 members 
Mstep: Class 7 contains 54349 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 24336 members 
Mstep: Class 10 contains 55434 members 
Mstep: Class 11 contains 63774 members 
Mstep: Class 12 contains 43331 members 
Mstep: Class 13 contains 54407 members 
Mstep: Class 14 contains 42697 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 74909 members 
Mstep: Class 17 contains 43166 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 20 contains 64660 members 
Mstep: Class 21 contains 1720 members 
Entering Unmasked Estep 
Score: -126814320.000000 Penalty: 66746.679688
Splitting cluster 9 changes total score from -126784272.000000 to -126814320.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 10 (55434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Entering Unmasked Estep 
Score: -10237547.000000 Penalty: 2708.891357
	Iteration 0F: 2 clusters Score -1.023755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -10209424.000000 Penalty: 5417.782715
	Iteration 0F: 3 clusters Score -1.020942e+07 nChanged 25699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -10223422.000000 Penalty: 5417.782715
	Iteration 1F: 3 clusters Score -1.022342e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -10224076.000000 Penalty: 5417.782715
	Iteration 2Q: 3 clusters Score -1.022408e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -10224753.000000 Penalty: 5417.782715
	Iteration 3Q: 3 clusters Score -1.022475e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -10225538.000000 Penalty: 5417.782715
	Iteration 4Q: 3 clusters Score -1.022554e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -10226669.000000 Penalty: 5417.782715
	Iteration 5Q: 3 clusters Score -1.022667e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -10228171.000000 Penalty: 5417.782715
	Iteration 6Q: 3 clusters Score -1.022817e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -10230100.000000 Penalty: 5417.782715
	Iteration 7F: 3 clusters Score -1.02301e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -10232378.000000 Penalty: 5417.782715
	Iteration 8F: 3 clusters Score -1.023238e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -10234589.000000 Penalty: 5417.782715
	Iteration 9F: 3 clusters Score -1.023459e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -10236257.000000 Penalty: 5417.782715
	Iteration 10F: 3 clusters Score -1.023626e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -10237420.000000 Penalty: 5417.782715
	Iteration 11Q: 3 clusters Score -1.023742e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -10238056.000000 Penalty: 5417.782715
	Iteration 12Q: 3 clusters Score -1.023806e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -10238314.000000 Penalty: 5417.782715
	Iteration 13Q: 3 clusters Score -1.023831e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -10238488.000000 Penalty: 5417.782715
	Iteration 14Q: 3 clusters Score -1.023849e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -10238606.000000 Penalty: 5417.782715
	Iteration 15Q: 3 clusters Score -1.023861e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -10238760.000000 Penalty: 5417.782715
	Iteration 16Q: 3 clusters Score -1.023876e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -10238913.000000 Penalty: 5417.782715
	Iteration 17Q: 3 clusters Score -1.023891e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -10239077.000000 Penalty: 5417.782715
	Iteration 18Q: 3 clusters Score -1.023908e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -10239225.000000 Penalty: 5417.782715
	Iteration 19Q: 3 clusters Score -1.023922e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -10239347.000000 Penalty: 5417.782715
	Iteration 20F: 3 clusters Score -1.023935e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -10239416.000000 Penalty: 5417.782715
	Iteration 21Q: 3 clusters Score -1.023942e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -10239429.000000 Penalty: 5417.782715
	Iteration 22Q: 3 clusters Score -1.023943e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -10239368.000000 Penalty: 5417.782715
	Iteration 23Q: 3 clusters Score -1.023937e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -10239390.000000 Penalty: 5417.782715
	Iteration 24Q: 3 clusters Score -1.023939e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -10239404.000000 Penalty: 5417.782715
	Iteration 25Q: 3 clusters Score -1.02394e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -10239357.000000 Penalty: 5417.782715
	Iteration 26Q: 3 clusters Score -1.023936e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -10239319.000000 Penalty: 5417.782715
	Iteration 27Q: 3 clusters Score -1.023932e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -10239326.000000 Penalty: 5417.782715
	Iteration 28Q: 3 clusters Score -1.023933e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -10239314.000000 Penalty: 5417.782715
	Iteration 29Q: 3 clusters Score -1.023931e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -10239344.000000 Penalty: 5417.782715
	Iteration 30Q: 3 clusters Score -1.023934e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -10239452.000000 Penalty: 5417.782715
	Iteration 31Q: 3 clusters Score -1.023945e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -10239495.000000 Penalty: 5417.782715
	Iteration 32Q: 3 clusters Score -1.02395e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -10239482.000000 Penalty: 5417.782715
	Iteration 33Q: 3 clusters Score -1.023948e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -10239525.000000 Penalty: 5417.782715
	Iteration 34Q: 3 clusters Score -1.023952e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -10239551.000000 Penalty: 5417.782715
	Iteration 35Q: 3 clusters Score -1.023955e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -10239622.000000 Penalty: 5417.782715
	Iteration 36Q: 3 clusters Score -1.023962e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46870 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -10239622.000000 Penalty: 5417.782715
	Iteration 37Q: 3 clusters Score -1.023962e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -10239671.000000 Penalty: 5417.782715
	Iteration 38Q: 3 clusters Score -1.023967e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -10239735.000000 Penalty: 5417.782715
	Iteration 39Q: 3 clusters Score -1.023974e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -10239760.000000 Penalty: 5417.782715
	Iteration 40F: 3 clusters Score -1.023976e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -10239784.000000 Penalty: 5417.782715
	Iteration 41Q: 3 clusters Score -1.023978e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -10239812.000000 Penalty: 5417.782715
	Iteration 42Q: 3 clusters Score -1.023981e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -10239833.000000 Penalty: 5417.782715
	Iteration 43Q: 3 clusters Score -1.023983e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -10239851.000000 Penalty: 5417.782715
	Iteration 44Q: 3 clusters Score -1.023985e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -10239866.000000 Penalty: 5417.782715
	Iteration 45Q: 3 clusters Score -1.023987e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -10239907.000000 Penalty: 5417.782715
	Iteration 46Q: 3 clusters Score -1.023991e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -10239926.000000 Penalty: 5417.782715
	Iteration 47Q: 3 clusters Score -1.023993e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -10239929.000000 Penalty: 5417.782715
	Iteration 48Q: 3 clusters Score -1.023993e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -10239952.000000 Penalty: 5417.782715
	Iteration 49Q: 3 clusters Score -1.023995e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -10239970.000000 Penalty: 5417.782715
	Iteration 50Q: 3 clusters Score -1.023997e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -10240002.000000 Penalty: 5417.782715
	Iteration 51Q: 3 clusters Score -1.024e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -10240017.000000 Penalty: 5417.782715
	Iteration 52Q: 3 clusters Score -1.024002e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -10240037.000000 Penalty: 5417.782715
	Iteration 53Q: 3 clusters Score -1.024004e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -10240047.000000 Penalty: 5417.782715
	Iteration 54Q: 3 clusters Score -1.024005e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -10240058.000000 Penalty: 5417.782715
	Iteration 55Q: 3 clusters Score -1.024006e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -10240070.000000 Penalty: 5417.782715
	Iteration 56Q: 3 clusters Score -1.024007e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -10240086.000000 Penalty: 5417.782715
	Iteration 57Q: 3 clusters Score -1.024009e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -10240090.000000 Penalty: 5417.782715
	Iteration 58Q: 3 clusters Score -1.024009e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -10240088.000000 Penalty: 5417.782715
	Iteration 59Q: 3 clusters Score -1.024009e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -10240052.000000 Penalty: 5417.782715
	Iteration 60F: 3 clusters Score -1.024005e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -10240063.000000 Penalty: 5417.782715
	Iteration 61Q: 3 clusters Score -1.024006e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -10240049.000000 Penalty: 5417.782715
	Iteration 62Q: 3 clusters Score -1.024005e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -10240061.000000 Penalty: 5417.782715
	Iteration 63Q: 3 clusters Score -1.024006e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -10240067.000000 Penalty: 5417.782715
	Iteration 64Q: 3 clusters Score -1.024007e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -10240065.000000 Penalty: 5417.782715
	Iteration 65Q: 3 clusters Score -1.024006e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -10240075.000000 Penalty: 5417.782715
	Iteration 66Q: 3 clusters Score -1.024008e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -10240089.000000 Penalty: 5417.782715
	Iteration 67Q: 3 clusters Score -1.024009e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -10240116.000000 Penalty: 5417.782715
	Iteration 68Q: 3 clusters Score -1.024012e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -10240158.000000 Penalty: 5417.782715
	Iteration 69Q: 3 clusters Score -1.024016e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -10240168.000000 Penalty: 5417.782715
	Iteration 70Q: 3 clusters Score -1.024017e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -10240176.000000 Penalty: 5417.782715
	Iteration 71Q: 3 clusters Score -1.024018e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -10240192.000000 Penalty: 5417.782715
	Iteration 72Q: 3 clusters Score -1.024019e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -10240209.000000 Penalty: 5417.782715
	Iteration 73Q: 3 clusters Score -1.024021e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -10240230.000000 Penalty: 5417.782715
	Iteration 74Q: 3 clusters Score -1.024023e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -10240247.000000 Penalty: 5417.782715
	Iteration 75Q: 3 clusters Score -1.024025e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -10240267.000000 Penalty: 5417.782715
	Iteration 76Q: 3 clusters Score -1.024027e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -10240281.000000 Penalty: 5417.782715
	Iteration 77Q: 3 clusters Score -1.024028e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -10240301.000000 Penalty: 5417.782715
	Iteration 78Q: 3 clusters Score -1.02403e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -10240324.000000 Penalty: 5417.782715
	Iteration 79Q: 3 clusters Score -1.024032e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -10240345.000000 Penalty: 5417.782715
	Iteration 80F: 3 clusters Score -1.024034e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -10240344.000000 Penalty: 5417.782715
	Iteration 81Q: 3 clusters Score -1.024034e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -10240364.000000 Penalty: 5417.782715
	Iteration 82Q: 3 clusters Score -1.024036e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -10240377.000000 Penalty: 5417.782715
	Iteration 83Q: 3 clusters Score -1.024038e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -10240365.000000 Penalty: 5417.782715
	Iteration 84Q: 3 clusters Score -1.024036e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -10240370.000000 Penalty: 5417.782715
	Iteration 85Q: 3 clusters Score -1.024037e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -10240378.000000 Penalty: 5417.782715
	Iteration 86Q: 3 clusters Score -1.024038e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -10240378.000000 Penalty: 5417.782715
	Iteration 87Q: 3 clusters Score -1.024038e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -10240367.000000 Penalty: 5417.782715
	Iteration 88Q: 3 clusters Score -1.024037e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -10240396.000000 Penalty: 5417.782715
	Iteration 89Q: 3 clusters Score -1.02404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -10240376.000000 Penalty: 5417.782715
	Iteration 90Q: 3 clusters Score -1.024038e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -10240385.000000 Penalty: 5417.782715
	Iteration 91Q: 3 clusters Score -1.024038e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -10240388.000000 Penalty: 5417.782715
	Iteration 92Q: 3 clusters Score -1.024039e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -10240396.000000 Penalty: 5417.782715
	Iteration 93Q: 3 clusters Score -1.02404e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -10240377.000000 Penalty: 5417.782715
	Iteration 94Q: 3 clusters Score -1.024038e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -10240387.000000 Penalty: 5417.782715
	Iteration 95Q: 3 clusters Score -1.024039e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -10240386.000000 Penalty: 5417.782715
	Iteration 96Q: 3 clusters Score -1.024039e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -10240392.000000 Penalty: 5417.782715
	Iteration 97Q: 3 clusters Score -1.024039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -10240389.000000 Penalty: 5417.782715
	Iteration 98Q: 3 clusters Score -1.024039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -10240389.000000 Penalty: 5417.782715
	Iteration 99Q: 3 clusters Score -1.024039e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -10240395.000000 Penalty: 5417.782715
	Iteration 100F: 3 clusters Score -1.02404e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -10240384.000000 Penalty: 5417.782715
	Iteration 101Q: 3 clusters Score -1.024038e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -10240393.000000 Penalty: 5417.782715
	Iteration 102Q: 3 clusters Score -1.024039e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -10240402.000000 Penalty: 5417.782715
	Iteration 103Q: 3 clusters Score -1.02404e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -10240409.000000 Penalty: 5417.782715
	Iteration 104Q: 3 clusters Score -1.024041e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -10240403.000000 Penalty: 5417.782715
	Iteration 105Q: 3 clusters Score -1.02404e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -10240401.000000 Penalty: 5417.782715
	Iteration 106Q: 3 clusters Score -1.02404e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -10240405.000000 Penalty: 5417.782715
	Iteration 107Q: 3 clusters Score -1.02404e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -10240414.000000 Penalty: 5417.782715
	Iteration 108Q: 3 clusters Score -1.024041e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -10240421.000000 Penalty: 5417.782715
	Iteration 109Q: 3 clusters Score -1.024042e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -10240436.000000 Penalty: 5417.782715
	Iteration 110Q: 3 clusters Score -1.024044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -10240436.000000 Penalty: 5417.782715
	Iteration 111Q: 3 clusters Score -1.024044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -10240430.000000 Penalty: 5417.782715
	Iteration 112Q: 3 clusters Score -1.024043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -10240432.000000 Penalty: 5417.782715
	Iteration 113Q: 3 clusters Score -1.024043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -10240434.000000 Penalty: 5417.782715
	Iteration 114Q: 3 clusters Score -1.024043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -10240439.000000 Penalty: 5417.782715
	Iteration 115Q: 3 clusters Score -1.024044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -10240452.000000 Penalty: 5417.782715
	Iteration 116Q: 3 clusters Score -1.024045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -10240450.000000 Penalty: 5417.782715
	Iteration 117Q: 3 clusters Score -1.024045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -10240436.000000 Penalty: 5417.782715
	Iteration 118Q: 3 clusters Score -1.024044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -10240440.000000 Penalty: 5417.782715
	Iteration 119Q: 3 clusters Score -1.024044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -10240448.000000 Penalty: 5417.782715
	Iteration 120F: 3 clusters Score -1.024045e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -10240461.000000 Penalty: 5417.782715
	Iteration 121Q: 3 clusters Score -1.024046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -10240450.000000 Penalty: 5417.782715
	Iteration 122Q: 3 clusters Score -1.024045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -10240450.000000 Penalty: 5417.782715
	Iteration 123Q: 3 clusters Score -1.024045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -10240457.000000 Penalty: 5417.782715
	Iteration 124Q: 3 clusters Score -1.024046e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -10240480.000000 Penalty: 5417.782715
	Iteration 125Q: 3 clusters Score -1.024048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -10240477.000000 Penalty: 5417.782715
	Iteration 126Q: 3 clusters Score -1.024048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -10240482.000000 Penalty: 5417.782715
	Iteration 127Q: 3 clusters Score -1.024048e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -10240485.000000 Penalty: 5417.782715
	Iteration 128Q: 3 clusters Score -1.024048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -10240490.000000 Penalty: 5417.782715
	Iteration 129Q: 3 clusters Score -1.024049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -10240474.000000 Penalty: 5417.782715
	Iteration 130Q: 3 clusters Score -1.024047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -10240496.000000 Penalty: 5417.782715
	Iteration 131Q: 3 clusters Score -1.02405e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -10240502.000000 Penalty: 5417.782715
	Iteration 132Q: 3 clusters Score -1.02405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -10240495.000000 Penalty: 5417.782715
	Iteration 133Q: 3 clusters Score -1.02405e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -10240502.000000 Penalty: 5417.782715
	Iteration 134Q: 3 clusters Score -1.02405e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -10240497.000000 Penalty: 5417.782715
	Iteration 135Q: 3 clusters Score -1.02405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -10240499.000000 Penalty: 5417.782715
	Iteration 136Q: 3 clusters Score -1.02405e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -10240497.000000 Penalty: 5417.782715
	Iteration 137Q: 3 clusters Score -1.02405e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -10240516.000000 Penalty: 5417.782715
	Iteration 138Q: 3 clusters Score -1.024052e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -10240523.000000 Penalty: 5417.782715
	Iteration 139Q: 3 clusters Score -1.024052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -10240533.000000 Penalty: 5417.782715
	Iteration 140F: 3 clusters Score -1.024053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -10240548.000000 Penalty: 5417.782715
	Iteration 141Q: 3 clusters Score -1.024055e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -10240565.000000 Penalty: 5417.782715
	Iteration 142Q: 3 clusters Score -1.024056e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -10240566.000000 Penalty: 5417.782715
	Iteration 143Q: 3 clusters Score -1.024057e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -10240559.000000 Penalty: 5417.782715
	Iteration 144Q: 3 clusters Score -1.024056e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -10240565.000000 Penalty: 5417.782715
	Iteration 145Q: 3 clusters Score -1.024056e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -10240544.000000 Penalty: 5417.782715
	Iteration 146Q: 3 clusters Score -1.024054e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -10240541.000000 Penalty: 5417.782715
	Iteration 147Q: 3 clusters Score -1.024054e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -10240557.000000 Penalty: 5417.782715
	Iteration 148Q: 3 clusters Score -1.024056e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -10240549.000000 Penalty: 5417.782715
	Iteration 149Q: 3 clusters Score -1.024055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -10240546.000000 Penalty: 5417.782715
	Iteration 150Q: 3 clusters Score -1.024055e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -10240555.000000 Penalty: 5417.782715
	Iteration 151Q: 3 clusters Score -1.024056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -10240553.000000 Penalty: 5417.782715
	Iteration 152Q: 3 clusters Score -1.024055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -10240556.000000 Penalty: 5417.782715
	Iteration 153Q: 3 clusters Score -1.024056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -10240563.000000 Penalty: 5417.782715
	Iteration 154Q: 3 clusters Score -1.024056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -10240567.000000 Penalty: 5417.782715
	Iteration 155Q: 3 clusters Score -1.024057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -10240570.000000 Penalty: 5417.782715
	Iteration 156Q: 3 clusters Score -1.024057e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -10240590.000000 Penalty: 5417.782715
	Iteration 157Q: 3 clusters Score -1.024059e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -10240591.000000 Penalty: 5417.782715
	Iteration 158Q: 3 clusters Score -1.024059e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -10240594.000000 Penalty: 5417.782715
	Iteration 159Q: 3 clusters Score -1.024059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -10240604.000000 Penalty: 5417.782715
	Iteration 160F: 3 clusters Score -1.02406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -10240608.000000 Penalty: 5417.782715
	Iteration 161Q: 3 clusters Score -1.024061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -10240601.000000 Penalty: 5417.782715
	Iteration 162Q: 3 clusters Score -1.02406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -10240599.000000 Penalty: 5417.782715
	Iteration 163Q: 3 clusters Score -1.02406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -10240597.000000 Penalty: 5417.782715
	Iteration 164Q: 3 clusters Score -1.02406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -10240601.000000 Penalty: 5417.782715
	Iteration 165Q: 3 clusters Score -1.02406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -10240603.000000 Penalty: 5417.782715
	Iteration 166Q: 3 clusters Score -1.02406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -10240613.000000 Penalty: 5417.782715
	Iteration 167Q: 3 clusters Score -1.024061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -10240602.000000 Penalty: 5417.782715
	Iteration 168Q: 3 clusters Score -1.02406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -10240598.000000 Penalty: 5417.782715
	Iteration 169Q: 3 clusters Score -1.02406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -10240601.000000 Penalty: 5417.782715
	Iteration 170Q: 3 clusters Score -1.02406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -10240601.000000 Penalty: 5417.782715
	Iteration 171Q: 3 clusters Score -1.02406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -10240602.000000 Penalty: 5417.782715
	Iteration 172Q: 3 clusters Score -1.02406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -10240598.000000 Penalty: 5417.782715
	Iteration 173Q: 3 clusters Score -1.02406e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -10240597.000000 Penalty: 5417.782715
	Iteration 174Q: 3 clusters Score -1.02406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -10240598.000000 Penalty: 5417.782715
	Iteration 175Q: 3 clusters Score -1.02406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -10240596.000000 Penalty: 5417.782715
	Iteration 176Q: 3 clusters Score -1.02406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -10240582.000000 Penalty: 5417.782715
	Iteration 177Q: 3 clusters Score -1.024058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -10240586.000000 Penalty: 5417.782715
	Iteration 178Q: 3 clusters Score -1.024059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -10240588.000000 Penalty: 5417.782715
	Iteration 179Q: 3 clusters Score -1.024059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -10240583.000000 Penalty: 5417.782715
	Iteration 180F: 3 clusters Score -1.024058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -10240588.000000 Penalty: 5417.782715
	Iteration 181Q: 3 clusters Score -1.024059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -10240604.000000 Penalty: 5417.782715
	Iteration 182Q: 3 clusters Score -1.02406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -10240608.000000 Penalty: 5417.782715
	Iteration 183Q: 3 clusters Score -1.024061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -10240603.000000 Penalty: 5417.782715
	Iteration 184Q: 3 clusters Score -1.02406e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -10240607.000000 Penalty: 5417.782715
	Iteration 185Q: 3 clusters Score -1.024061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -10240613.000000 Penalty: 5417.782715
	Iteration 186Q: 3 clusters Score -1.024061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -10240618.000000 Penalty: 5417.782715
	Iteration 187Q: 3 clusters Score -1.024062e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -10240609.000000 Penalty: 5417.782715
	Iteration 188Q: 3 clusters Score -1.024061e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -10240602.000000 Penalty: 5417.782715
	Iteration 189Q: 3 clusters Score -1.02406e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -10240610.000000 Penalty: 5417.782715
	Iteration 190Q: 3 clusters Score -1.024061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44731 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -10240608.000000 Penalty: 5417.782715
	Iteration 191Q: 3 clusters Score -1.024061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -10240619.000000 Penalty: 5417.782715
	Iteration 192Q: 3 clusters Score -1.024062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -10240617.000000 Penalty: 5417.782715
	Iteration 193Q: 3 clusters Score -1.024062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -10240628.000000 Penalty: 5417.782715
	Iteration 194Q: 3 clusters Score -1.024063e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -10240634.000000 Penalty: 5417.782715
	Iteration 195Q: 3 clusters Score -1.024063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -10240655.000000 Penalty: 5417.782715
	Iteration 196Q: 3 clusters Score -1.024066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -10240648.000000 Penalty: 5417.782715
	Iteration 197Q: 3 clusters Score -1.024065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -10240661.000000 Penalty: 5417.782715
	Iteration 198Q: 3 clusters Score -1.024066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -10240675.000000 Penalty: 5417.782715
	Iteration 199Q: 3 clusters Score -1.024068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -10240669.000000 Penalty: 5417.782715
	Iteration 200F: 3 clusters Score -1.024067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -10240679.000000 Penalty: 5417.782715
	Iteration 201Q: 3 clusters Score -1.024068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -10240674.000000 Penalty: 5417.782715
	Iteration 202Q: 3 clusters Score -1.024067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -10240677.000000 Penalty: 5417.782715
	Iteration 203Q: 3 clusters Score -1.024068e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -10240676.000000 Penalty: 5417.782715
	Iteration 204Q: 3 clusters Score -1.024068e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -10240669.000000 Penalty: 5417.782715
	Iteration 205Q: 3 clusters Score -1.024067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -10240657.000000 Penalty: 5417.782715
	Iteration 206Q: 3 clusters Score -1.024066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -10240666.000000 Penalty: 5417.782715
	Iteration 207Q: 3 clusters Score -1.024067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -10240671.000000 Penalty: 5417.782715
	Iteration 208Q: 3 clusters Score -1.024067e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -10240674.000000 Penalty: 5417.782715
	Iteration 209Q: 3 clusters Score -1.024067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -10240683.000000 Penalty: 5417.782715
	Iteration 210Q: 3 clusters Score -1.024068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -10240671.000000 Penalty: 5417.782715
	Iteration 211Q: 3 clusters Score -1.024067e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -10240665.000000 Penalty: 5417.782715
	Iteration 212Q: 3 clusters Score -1.024066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -10240669.000000 Penalty: 5417.782715
	Iteration 213Q: 3 clusters Score -1.024067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -10240678.000000 Penalty: 5417.782715
	Iteration 214Q: 3 clusters Score -1.024068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -10240661.000000 Penalty: 5417.782715
	Iteration 215Q: 3 clusters Score -1.024066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -10240680.000000 Penalty: 5417.782715
	Iteration 216Q: 3 clusters Score -1.024068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -10240674.000000 Penalty: 5417.782715
	Iteration 217Q: 3 clusters Score -1.024067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -10240659.000000 Penalty: 5417.782715
	Iteration 218Q: 3 clusters Score -1.024066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -10240649.000000 Penalty: 5417.782715
	Iteration 219Q: 3 clusters Score -1.024065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -10240645.000000 Penalty: 5417.782715
	Iteration 220F: 3 clusters Score -1.024064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -10240652.000000 Penalty: 5417.782715
	Iteration 221Q: 3 clusters Score -1.024065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -10240653.000000 Penalty: 5417.782715
	Iteration 222Q: 3 clusters Score -1.024065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -10240646.000000 Penalty: 5417.782715
	Iteration 223Q: 3 clusters Score -1.024065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -10240649.000000 Penalty: 5417.782715
	Iteration 224Q: 3 clusters Score -1.024065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -10240639.000000 Penalty: 5417.782715
	Iteration 225Q: 3 clusters Score -1.024064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -10240640.000000 Penalty: 5417.782715
	Iteration 226Q: 3 clusters Score -1.024064e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -10240643.000000 Penalty: 5417.782715
	Iteration 227Q: 3 clusters Score -1.024064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -10240635.000000 Penalty: 5417.782715
	Iteration 228Q: 3 clusters Score -1.024064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -10240635.000000 Penalty: 5417.782715
	Iteration 229F: 3 clusters Score -1.024064e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54407 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 27829 members 
Mstep: Class 5 contains 54882 members 
Mstep: Class 6 contains 31848 members 
Mstep: Class 7 contains 54349 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 24336 members 
Mstep: Class 10 contains 44598 members 
Mstep: Class 11 contains 63774 members 
Mstep: Class 12 contains 43331 members 
Mstep: Class 13 contains 54407 members 
Mstep: Class 14 contains 42697 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 74909 members 
Mstep: Class 17 contains 43166 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 19 contains 10836 members 
Mstep: Class 20 contains 64660 members 
Mstep: Class 21 contains 1720 members 
Entering Unmasked Estep 
Score: -126816472.000000 Penalty: 70084.007812
Splitting cluster 10 changes total score from -126784272.000000 to -126816472.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 11 (63774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Entering Unmasked Estep 
Score: -11779904.000000 Penalty: 2743.648926
	Iteration 0F: 2 clusters Score -1.17799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -11758425.000000 Penalty: 5487.297852
	Iteration 0F: 3 clusters Score -1.175842e+07 nChanged 29647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -11775271.000000 Penalty: 5487.297852
	Iteration 1F: 3 clusters Score -1.177527e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -11776199.000000 Penalty: 5487.297852
	Iteration 2Q: 3 clusters Score -1.17762e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -11777356.000000 Penalty: 5487.297852
	Iteration 3Q: 3 clusters Score -1.177736e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -11779134.000000 Penalty: 5487.297852
	Iteration 4F: 3 clusters Score -1.177913e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -11781387.000000 Penalty: 5487.297852
	Iteration 5F: 3 clusters Score -1.178139e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -11784489.000000 Penalty: 5487.297852
	Iteration 6F: 3 clusters Score -1.178449e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -11788471.000000 Penalty: 5487.297852
	Iteration 7F: 3 clusters Score -1.178847e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -11791612.000000 Penalty: 5487.297852
	Iteration 8F: 3 clusters Score -1.179161e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -11792850.000000 Penalty: 5487.297852
	Iteration 9Q: 3 clusters Score -1.179285e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -11793238.000000 Penalty: 5487.297852
	Iteration 10Q: 3 clusters Score -1.179324e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -11793494.000000 Penalty: 5487.297852
	Iteration 11Q: 3 clusters Score -1.179349e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -11793619.000000 Penalty: 5487.297852
	Iteration 12Q: 3 clusters Score -1.179362e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -11793683.000000 Penalty: 5487.297852
	Iteration 13Q: 3 clusters Score -1.179368e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -11793749.000000 Penalty: 5487.297852
	Iteration 14Q: 3 clusters Score -1.179375e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -11793883.000000 Penalty: 5487.297852
	Iteration 15Q: 3 clusters Score -1.179388e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -11793955.000000 Penalty: 5487.297852
	Iteration 16Q: 3 clusters Score -1.179396e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -11793990.000000 Penalty: 5487.297852
	Iteration 17Q: 3 clusters Score -1.179399e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -11794016.000000 Penalty: 5487.297852
	Iteration 18Q: 3 clusters Score -1.179402e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -11794047.000000 Penalty: 5487.297852
	Iteration 19Q: 3 clusters Score -1.179405e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -11794053.000000 Penalty: 5487.297852
	Iteration 20F: 3 clusters Score -1.179405e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -11794058.000000 Penalty: 5487.297852
	Iteration 21Q: 3 clusters Score -1.179406e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -11794058.000000 Penalty: 5487.297852
	Iteration 22Q: 3 clusters Score -1.179406e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -11794077.000000 Penalty: 5487.297852
	Iteration 23Q: 3 clusters Score -1.179408e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -11794089.000000 Penalty: 5487.297852
	Iteration 24Q: 3 clusters Score -1.179409e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -11794104.000000 Penalty: 5487.297852
	Iteration 25Q: 3 clusters Score -1.17941e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -11794121.000000 Penalty: 5487.297852
	Iteration 26Q: 3 clusters Score -1.179412e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -11794109.000000 Penalty: 5487.297852
	Iteration 27Q: 3 clusters Score -1.179411e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -11794128.000000 Penalty: 5487.297852
	Iteration 28Q: 3 clusters Score -1.179413e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -11794144.000000 Penalty: 5487.297852
	Iteration 29Q: 3 clusters Score -1.179414e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -11794139.000000 Penalty: 5487.297852
	Iteration 30Q: 3 clusters Score -1.179414e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -11794137.000000 Penalty: 5487.297852
	Iteration 31Q: 3 clusters Score -1.179414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -11794153.000000 Penalty: 5487.297852
	Iteration 32Q: 3 clusters Score -1.179415e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -11794153.000000 Penalty: 5487.297852
	Iteration 33Q: 3 clusters Score -1.179415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -11794162.000000 Penalty: 5487.297852
	Iteration 34Q: 3 clusters Score -1.179416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -11794146.000000 Penalty: 5487.297852
	Iteration 35Q: 3 clusters Score -1.179415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -11794167.000000 Penalty: 5487.297852
	Iteration 36Q: 3 clusters Score -1.179417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -11794173.000000 Penalty: 5487.297852
	Iteration 37Q: 3 clusters Score -1.179417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -11794172.000000 Penalty: 5487.297852
	Iteration 38Q: 3 clusters Score -1.179417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -11794172.000000 Penalty: 5487.297852
	Iteration 39Q: 3 clusters Score -1.179417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -11794184.000000 Penalty: 5487.297852
	Iteration 40F: 3 clusters Score -1.179418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -11794183.000000 Penalty: 5487.297852
	Iteration 41Q: 3 clusters Score -1.179418e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -11794178.000000 Penalty: 5487.297852
	Iteration 42Q: 3 clusters Score -1.179418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -11794167.000000 Penalty: 5487.297852
	Iteration 43Q: 3 clusters Score -1.179417e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -11794171.000000 Penalty: 5487.297852
	Iteration 44Q: 3 clusters Score -1.179417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -11794169.000000 Penalty: 5487.297852
	Iteration 45Q: 3 clusters Score -1.179417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -11794166.000000 Penalty: 5487.297852
	Iteration 46Q: 3 clusters Score -1.179417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -11794166.000000 Penalty: 5487.297852
	Iteration 47Q: 3 clusters Score -1.179417e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -11794162.000000 Penalty: 5487.297852
	Iteration 48Q: 3 clusters Score -1.179416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -11794167.000000 Penalty: 5487.297852
	Iteration 49Q: 3 clusters Score -1.179417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -11794172.000000 Penalty: 5487.297852
	Iteration 50Q: 3 clusters Score -1.179417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -11794175.000000 Penalty: 5487.297852
	Iteration 51Q: 3 clusters Score -1.179418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -11794175.000000 Penalty: 5487.297852
	Iteration 52F: 3 clusters Score -1.179418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54407 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 27829 members 
Mstep: Class 5 contains 54882 members 
Mstep: Class 6 contains 31848 members 
Mstep: Class 7 contains 54349 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 24336 members 
Mstep: Class 10 contains 44598 members 
Mstep: Class 11 contains 23418 members 
Mstep: Class 12 contains 43331 members 
Mstep: Class 13 contains 54407 members 
Mstep: Class 14 contains 42697 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 74909 members 
Mstep: Class 17 contains 43166 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 19 contains 10836 members 
Mstep: Class 20 contains 64660 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 40356 members 
Entering Unmasked Estep 
Score: -126829840.000000 Penalty: 73421.343750
Splitting cluster 11 changes total score from -126784272.000000 to -126829840.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (54407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Entering Unmasked Estep 
Score: -9796658.000000 Penalty: 2704.253662
	Iteration 0F: 2 clusters Score -9796658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -9760213.000000 Penalty: 5408.507324
	Iteration 0F: 3 clusters Score -9760213 nChanged 25202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -9774464.000000 Penalty: 5408.507324
	Iteration 1F: 3 clusters Score -9774464 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -9775170.000000 Penalty: 5408.507324
	Iteration 2Q: 3 clusters Score -9775170 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -9775890.000000 Penalty: 5408.507324
	Iteration 3Q: 3 clusters Score -9775890 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -9776855.000000 Penalty: 5408.507324
	Iteration 4Q: 3 clusters Score -9776855 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -9777852.000000 Penalty: 5408.507324
	Iteration 5Q: 3 clusters Score -9777852 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -9778910.000000 Penalty: 5408.507324
	Iteration 6Q: 3 clusters Score -9778910 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -9780238.000000 Penalty: 5408.507324
	Iteration 7Q: 3 clusters Score -9780238 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -9781808.000000 Penalty: 5408.507324
	Iteration 8Q: 3 clusters Score -9781808 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -9783316.000000 Penalty: 5408.507324
	Iteration 9Q: 3 clusters Score -9783316 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -9784473.000000 Penalty: 5408.507324
	Iteration 10Q: 3 clusters Score -9784473 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -9785030.000000 Penalty: 5408.507324
	Iteration 11Q: 3 clusters Score -9785030 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -9785355.000000 Penalty: 5408.507324
	Iteration 12Q: 3 clusters Score -9785355 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -9785530.000000 Penalty: 5408.507324
	Iteration 13Q: 3 clusters Score -9785530 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -9785666.000000 Penalty: 5408.507324
	Iteration 14Q: 3 clusters Score -9785666 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -9785786.000000 Penalty: 5408.507324
	Iteration 15Q: 3 clusters Score -9785786 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -9785927.000000 Penalty: 5408.507324
	Iteration 16Q: 3 clusters Score -9785927 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -9786039.000000 Penalty: 5408.507324
	Iteration 17Q: 3 clusters Score -9786039 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -9786201.000000 Penalty: 5408.507324
	Iteration 18Q: 3 clusters Score -9786201 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -9786351.000000 Penalty: 5408.507324
	Iteration 19Q: 3 clusters Score -9786351 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -9786521.000000 Penalty: 5408.507324
	Iteration 20F: 3 clusters Score -9786521 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -9786766.000000 Penalty: 5408.507324
	Iteration 21Q: 3 clusters Score -9786766 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -9786975.000000 Penalty: 5408.507324
	Iteration 22Q: 3 clusters Score -9786975 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -9787261.000000 Penalty: 5408.507324
	Iteration 23Q: 3 clusters Score -9787261 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -9787534.000000 Penalty: 5408.507324
	Iteration 24Q: 3 clusters Score -9787534 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -9787873.000000 Penalty: 5408.507324
	Iteration 25Q: 3 clusters Score -9787873 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -9788215.000000 Penalty: 5408.507324
	Iteration 26Q: 3 clusters Score -9788215 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -9788631.000000 Penalty: 5408.507324
	Iteration 27Q: 3 clusters Score -9788631 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -9789095.000000 Penalty: 5408.507324
	Iteration 28Q: 3 clusters Score -9789095 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -9789633.000000 Penalty: 5408.507324
	Iteration 29Q: 3 clusters Score -9789633 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -9790277.000000 Penalty: 5408.507324
	Iteration 30Q: 3 clusters Score -9790277 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -9790910.000000 Penalty: 5408.507324
	Iteration 31Q: 3 clusters Score -9790910 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -9791531.000000 Penalty: 5408.507324
	Iteration 32Q: 3 clusters Score -9791531 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -9792188.000000 Penalty: 5408.507324
	Iteration 33Q: 3 clusters Score -9792188 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51533 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -9792756.000000 Penalty: 5408.507324
	Iteration 34Q: 3 clusters Score -9792756 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52167 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -9793211.000000 Penalty: 5408.507324
	Iteration 35Q: 3 clusters Score -9793211 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9793535.000000 Penalty: 5408.507324
	Iteration 36Q: 3 clusters Score -9793535 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -9793740.000000 Penalty: 5408.507324
	Iteration 37Q: 3 clusters Score -9793740 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53216 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9793897.000000 Penalty: 5408.507324
	Iteration 38Q: 3 clusters Score -9793897 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9793997.000000 Penalty: 5408.507324
	Iteration 39Q: 3 clusters Score -9793997 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -9794094.000000 Penalty: 5408.507324
	Iteration 40F: 3 clusters Score -9794094 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9794158.000000 Penalty: 5408.507324
	Iteration 41Q: 3 clusters Score -9794158 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53656 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9794202.000000 Penalty: 5408.507324
	Iteration 42Q: 3 clusters Score -9794202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9794227.000000 Penalty: 5408.507324
	Iteration 43Q: 3 clusters Score -9794227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9794252.000000 Penalty: 5408.507324
	Iteration 44Q: 3 clusters Score -9794252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9794260.000000 Penalty: 5408.507324
	Iteration 45Q: 3 clusters Score -9794260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9794270.000000 Penalty: 5408.507324
	Iteration 46Q: 3 clusters Score -9794270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53822 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9794298.000000 Penalty: 5408.507324
	Iteration 47Q: 3 clusters Score -9794298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9794309.000000 Penalty: 5408.507324
	Iteration 48Q: 3 clusters Score -9794309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9794323.000000 Penalty: 5408.507324
	Iteration 49Q: 3 clusters Score -9794323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9794329.000000 Penalty: 5408.507324
	Iteration 50Q: 3 clusters Score -9794329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53863 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9794336.000000 Penalty: 5408.507324
	Iteration 51Q: 3 clusters Score -9794336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9794332.000000 Penalty: 5408.507324
	Iteration 52Q: 3 clusters Score -9794332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53874 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9794341.000000 Penalty: 5408.507324
	Iteration 53Q: 3 clusters Score -9794341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9794348.000000 Penalty: 5408.507324
	Iteration 54Q: 3 clusters Score -9794348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53879 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9794348.000000 Penalty: 5408.507324
	Iteration 55Q: 3 clusters Score -9794348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9794353.000000 Penalty: 5408.507324
	Iteration 56Q: 3 clusters Score -9794353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9794352.000000 Penalty: 5408.507324
	Iteration 57Q: 3 clusters Score -9794352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9794354.000000 Penalty: 5408.507324
	Iteration 58Q: 3 clusters Score -9794354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9794344.000000 Penalty: 5408.507324
	Iteration 59Q: 3 clusters Score -9794344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9794353.000000 Penalty: 5408.507324
	Iteration 60F: 3 clusters Score -9794353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9794349.000000 Penalty: 5408.507324
	Iteration 61Q: 3 clusters Score -9794349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9794358.000000 Penalty: 5408.507324
	Iteration 62Q: 3 clusters Score -9794358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9794356.000000 Penalty: 5408.507324
	Iteration 63Q: 3 clusters Score -9794356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9794356.000000 Penalty: 5408.507324
	Iteration 64F: 3 clusters Score -9794356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -183000.015625 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -183000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -181051.265625 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -181051.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -182225.359375 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -182225.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -182824.875000 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -182824.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -183298.984375 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -183299 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -183709.578125 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -183709.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -183940.718750 Penalty: 3572.150391
	Iteration 5Q: 3 clusters Score -183940.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -184016.765625 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -184016.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -184054.828125 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -184054.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -184058.125000 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -184058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -184068.312500 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -184068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -184071.281250 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -184071.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -184071.843750 Penalty: 3572.150391
	Iteration 11Q: 3 clusters Score -184071.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -184074.921875 Penalty: 3572.150391
	Iteration 12F: 3 clusters Score -184074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -184079.515625 Penalty: 3572.150391
	Iteration 13Q: 3 clusters Score -184079.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -184088.921875 Penalty: 3572.150391
	Iteration 14Q: 3 clusters Score -184088.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -184097.718750 Penalty: 3572.150391
	Iteration 15Q: 3 clusters Score -184097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -184123.359375 Penalty: 3572.150391
	Iteration 16Q: 3 clusters Score -184123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -184136.484375 Penalty: 3572.150391
	Iteration 17Q: 3 clusters Score -184136.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -184154.781250 Penalty: 3572.150391
	Iteration 18Q: 3 clusters Score -184154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -184159.093750 Penalty: 3572.150391
	Iteration 19Q: 3 clusters Score -184159.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -184159.921875 Penalty: 3572.150391
	Iteration 20F: 3 clusters Score -184159.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -184163.609375 Penalty: 3572.150391
	Iteration 21Q: 3 clusters Score -184163.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -184167.171875 Penalty: 3572.150391
	Iteration 22Q: 3 clusters Score -184167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -184167.171875 Penalty: 3572.150391
	Iteration 23F: 3 clusters Score -184167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54407 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 27829 members 
Mstep: Class 5 contains 54882 members 
Mstep: Class 6 contains 31848 members 
Mstep: Class 7 contains 54349 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 24336 members 
Mstep: Class 10 contains 44598 members 
Mstep: Class 11 contains 23418 members 
Mstep: Class 12 contains 43331 members 
Mstep: Class 13 contains 54407 members 
Mstep: Class 14 contains 42697 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 74909 members 
Mstep: Class 17 contains 43166 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 19 contains 10836 members 
Mstep: Class 20 contains 64660 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 40356 members 
Mstep: Class 23 contains 625 members 
Entering Unmasked Estep 
Score: -126829392.000000 Penalty: 76758.679688
Splitting cluster 15 changes total score from -126784272.000000 to -126829392.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (74909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74909 members 
Entering Unmasked Estep 
Score: -13861466.000000 Penalty: 2783.559326
	Iteration 0F: 2 clusters Score -1.386147e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -13836656.000000 Penalty: 5567.118652
	Iteration 0F: 3 clusters Score -1.383666e+07 nChanged 35181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -13856561.000000 Penalty: 5567.118652
	Iteration 1F: 3 clusters Score -1.385656e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -13857150.000000 Penalty: 5567.118652
	Iteration 2Q: 3 clusters Score -1.385715e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -13857875.000000 Penalty: 5567.118652
	Iteration 3Q: 3 clusters Score -1.385788e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -13858523.000000 Penalty: 5567.118652
	Iteration 4Q: 3 clusters Score -1.385852e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -13859396.000000 Penalty: 5567.118652
	Iteration 5Q: 3 clusters Score -1.38594e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -13860619.000000 Penalty: 5567.118652
	Iteration 6Q: 3 clusters Score -1.386062e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -13861992.000000 Penalty: 5567.118652
	Iteration 7F: 3 clusters Score -1.386199e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -13863270.000000 Penalty: 5567.118652
	Iteration 8F: 3 clusters Score -1.386327e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -13864595.000000 Penalty: 5567.118652
	Iteration 9F: 3 clusters Score -1.38646e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -13866387.000000 Penalty: 5567.118652
	Iteration 10F: 3 clusters Score -1.386639e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -13868330.000000 Penalty: 5567.118652
	Iteration 11F: 3 clusters Score -1.386833e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -13869462.000000 Penalty: 5567.118652
	Iteration 12Q: 3 clusters Score -1.386946e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -13869845.000000 Penalty: 5567.118652
	Iteration 13Q: 3 clusters Score -1.386984e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55249 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -13870014.000000 Penalty: 5567.118652
	Iteration 14Q: 3 clusters Score -1.387001e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -13870058.000000 Penalty: 5567.118652
	Iteration 15Q: 3 clusters Score -1.387006e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -13870302.000000 Penalty: 5567.118652
	Iteration 16Q: 3 clusters Score -1.38703e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -13870383.000000 Penalty: 5567.118652
	Iteration 17Q: 3 clusters Score -1.387038e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -13870592.000000 Penalty: 5567.118652
	Iteration 18Q: 3 clusters Score -1.387059e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51978 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -13870858.000000 Penalty: 5567.118652
	Iteration 19Q: 3 clusters Score -1.387086e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -13871180.000000 Penalty: 5567.118652
	Iteration 20F: 3 clusters Score -1.387118e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -13871640.000000 Penalty: 5567.118652
	Iteration 21Q: 3 clusters Score -1.387164e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -13872283.000000 Penalty: 5567.118652
	Iteration 22Q: 3 clusters Score -1.387228e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -13872817.000000 Penalty: 5567.118652
	Iteration 23Q: 3 clusters Score -1.387282e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -13873102.000000 Penalty: 5567.118652
	Iteration 24Q: 3 clusters Score -1.38731e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -13873431.000000 Penalty: 5567.118652
	Iteration 25Q: 3 clusters Score -1.387343e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -13873636.000000 Penalty: 5567.118652
	Iteration 26Q: 3 clusters Score -1.387364e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -13873862.000000 Penalty: 5567.118652
	Iteration 27Q: 3 clusters Score -1.387386e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -13874077.000000 Penalty: 5567.118652
	Iteration 28Q: 3 clusters Score -1.387408e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -13874262.000000 Penalty: 5567.118652
	Iteration 29Q: 3 clusters Score -1.387426e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -13874384.000000 Penalty: 5567.118652
	Iteration 30Q: 3 clusters Score -1.387438e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -13874450.000000 Penalty: 5567.118652
	Iteration 31Q: 3 clusters Score -1.387445e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -13874502.000000 Penalty: 5567.118652
	Iteration 32Q: 3 clusters Score -1.38745e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -13874557.000000 Penalty: 5567.118652
	Iteration 33Q: 3 clusters Score -1.387456e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -13874616.000000 Penalty: 5567.118652
	Iteration 34Q: 3 clusters Score -1.387462e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -13874708.000000 Penalty: 5567.118652
	Iteration 35Q: 3 clusters Score -1.387471e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -13874765.000000 Penalty: 5567.118652
	Iteration 36Q: 3 clusters Score -1.387476e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -13874843.000000 Penalty: 5567.118652
	Iteration 37Q: 3 clusters Score -1.387484e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -13874859.000000 Penalty: 5567.118652
	Iteration 38Q: 3 clusters Score -1.387486e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -13874893.000000 Penalty: 5567.118652
	Iteration 39Q: 3 clusters Score -1.387489e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -13874976.000000 Penalty: 5567.118652
	Iteration 40F: 3 clusters Score -1.387498e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -13875044.000000 Penalty: 5567.118652
	Iteration 41Q: 3 clusters Score -1.387504e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -13875092.000000 Penalty: 5567.118652
	Iteration 42Q: 3 clusters Score -1.387509e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -13875057.000000 Penalty: 5567.118652
	Iteration 43Q: 3 clusters Score -1.387506e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -13875088.000000 Penalty: 5567.118652
	Iteration 44Q: 3 clusters Score -1.387509e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -13875098.000000 Penalty: 5567.118652
	Iteration 45Q: 3 clusters Score -1.38751e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -13875107.000000 Penalty: 5567.118652
	Iteration 46Q: 3 clusters Score -1.387511e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -13875111.000000 Penalty: 5567.118652
	Iteration 47Q: 3 clusters Score -1.387511e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -13875157.000000 Penalty: 5567.118652
	Iteration 48Q: 3 clusters Score -1.387516e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 34076 members 
Entering Unmasked Estep 
Score: -13875183.000000 Penalty: 5567.118652
	Iteration 49Q: 3 clusters Score -1.387518e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -13875196.000000 Penalty: 5567.118652
	Iteration 50Q: 3 clusters Score -1.38752e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -13875235.000000 Penalty: 5567.118652
	Iteration 51Q: 3 clusters Score -1.387524e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -13875268.000000 Penalty: 5567.118652
	Iteration 52Q: 3 clusters Score -1.387527e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -13875246.000000 Penalty: 5567.118652
	Iteration 53Q: 3 clusters Score -1.387525e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -13875258.000000 Penalty: 5567.118652
	Iteration 54Q: 3 clusters Score -1.387526e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -13875252.000000 Penalty: 5567.118652
	Iteration 55Q: 3 clusters Score -1.387525e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -13875250.000000 Penalty: 5567.118652
	Iteration 56Q: 3 clusters Score -1.387525e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -13875253.000000 Penalty: 5567.118652
	Iteration 57Q: 3 clusters Score -1.387525e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -13875279.000000 Penalty: 5567.118652
	Iteration 58Q: 3 clusters Score -1.387528e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -13875276.000000 Penalty: 5567.118652
	Iteration 59Q: 3 clusters Score -1.387528e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -13875276.000000 Penalty: 5567.118652
	Iteration 60F: 3 clusters Score -1.387528e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -13875291.000000 Penalty: 5567.118652
	Iteration 61Q: 3 clusters Score -1.387529e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -13875311.000000 Penalty: 5567.118652
	Iteration 62Q: 3 clusters Score -1.387531e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -13875309.000000 Penalty: 5567.118652
	Iteration 63Q: 3 clusters Score -1.387531e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -13875300.000000 Penalty: 5567.118652
	Iteration 64Q: 3 clusters Score -1.38753e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -13875319.000000 Penalty: 5567.118652
	Iteration 65Q: 3 clusters Score -1.387532e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -13875319.000000 Penalty: 5567.118652
	Iteration 66Q: 3 clusters Score -1.387532e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -13875334.000000 Penalty: 5567.118652
	Iteration 67Q: 3 clusters Score -1.387533e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -13875337.000000 Penalty: 5567.118652
	Iteration 68Q: 3 clusters Score -1.387534e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -13875319.000000 Penalty: 5567.118652
	Iteration 69Q: 3 clusters Score -1.387532e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -13875291.000000 Penalty: 5567.118652
	Iteration 70Q: 3 clusters Score -1.387529e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -13875333.000000 Penalty: 5567.118652
	Iteration 71Q: 3 clusters Score -1.387533e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -13875354.000000 Penalty: 5567.118652
	Iteration 72Q: 3 clusters Score -1.387535e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -13875353.000000 Penalty: 5567.118652
	Iteration 73Q: 3 clusters Score -1.387535e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -13875356.000000 Penalty: 5567.118652
	Iteration 74Q: 3 clusters Score -1.387536e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -13875376.000000 Penalty: 5567.118652
	Iteration 75Q: 3 clusters Score -1.387538e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -13875377.000000 Penalty: 5567.118652
	Iteration 76Q: 3 clusters Score -1.387538e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -13875380.000000 Penalty: 5567.118652
	Iteration 77Q: 3 clusters Score -1.387538e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -13875393.000000 Penalty: 5567.118652
	Iteration 78Q: 3 clusters Score -1.387539e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -13875373.000000 Penalty: 5567.118652
	Iteration 79Q: 3 clusters Score -1.387537e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -13875392.000000 Penalty: 5567.118652
	Iteration 80F: 3 clusters Score -1.387539e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -13875381.000000 Penalty: 5567.118652
	Iteration 81Q: 3 clusters Score -1.387538e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -13875382.000000 Penalty: 5567.118652
	Iteration 82Q: 3 clusters Score -1.387538e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -13875386.000000 Penalty: 5567.118652
	Iteration 83Q: 3 clusters Score -1.387539e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -13875388.000000 Penalty: 5567.118652
	Iteration 84Q: 3 clusters Score -1.387539e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -13875402.000000 Penalty: 5567.118652
	Iteration 85Q: 3 clusters Score -1.38754e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -13875414.000000 Penalty: 5567.118652
	Iteration 86Q: 3 clusters Score -1.387541e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -13875416.000000 Penalty: 5567.118652
	Iteration 87Q: 3 clusters Score -1.387542e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -13875411.000000 Penalty: 5567.118652
	Iteration 88Q: 3 clusters Score -1.387541e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -13875420.000000 Penalty: 5567.118652
	Iteration 89Q: 3 clusters Score -1.387542e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -13875416.000000 Penalty: 5567.118652
	Iteration 90Q: 3 clusters Score -1.387542e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -13875405.000000 Penalty: 5567.118652
	Iteration 91Q: 3 clusters Score -1.38754e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -13875400.000000 Penalty: 5567.118652
	Iteration 92Q: 3 clusters Score -1.38754e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -13875434.000000 Penalty: 5567.118652
	Iteration 93Q: 3 clusters Score -1.387543e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -13875435.000000 Penalty: 5567.118652
	Iteration 94Q: 3 clusters Score -1.387544e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -13875420.000000 Penalty: 5567.118652
	Iteration 95Q: 3 clusters Score -1.387542e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -13875424.000000 Penalty: 5567.118652
	Iteration 96Q: 3 clusters Score -1.387542e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -13875417.000000 Penalty: 5567.118652
	Iteration 97Q: 3 clusters Score -1.387542e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -13875454.000000 Penalty: 5567.118652
	Iteration 98Q: 3 clusters Score -1.387545e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -13875429.000000 Penalty: 5567.118652
	Iteration 99Q: 3 clusters Score -1.387543e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -13875458.000000 Penalty: 5567.118652
	Iteration 100F: 3 clusters Score -1.387546e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -13875420.000000 Penalty: 5567.118652
	Iteration 101Q: 3 clusters Score -1.387542e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -13875440.000000 Penalty: 5567.118652
	Iteration 102Q: 3 clusters Score -1.387544e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -13875450.000000 Penalty: 5567.118652
	Iteration 103Q: 3 clusters Score -1.387545e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -13875455.000000 Penalty: 5567.118652
	Iteration 104Q: 3 clusters Score -1.387546e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -13875500.000000 Penalty: 5567.118652
	Iteration 105Q: 3 clusters Score -1.38755e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -13875501.000000 Penalty: 5567.118652
	Iteration 106Q: 3 clusters Score -1.38755e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -13875512.000000 Penalty: 5567.118652
	Iteration 107Q: 3 clusters Score -1.387551e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -13875521.000000 Penalty: 5567.118652
	Iteration 108Q: 3 clusters Score -1.387552e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -13875507.000000 Penalty: 5567.118652
	Iteration 109Q: 3 clusters Score -1.387551e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -13875511.000000 Penalty: 5567.118652
	Iteration 110Q: 3 clusters Score -1.387551e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -13875508.000000 Penalty: 5567.118652
	Iteration 111Q: 3 clusters Score -1.387551e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -13875531.000000 Penalty: 5567.118652
	Iteration 112Q: 3 clusters Score -1.387553e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -13875533.000000 Penalty: 5567.118652
	Iteration 113Q: 3 clusters Score -1.387553e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -13875534.000000 Penalty: 5567.118652
	Iteration 114Q: 3 clusters Score -1.387553e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -13875511.000000 Penalty: 5567.118652
	Iteration 115Q: 3 clusters Score -1.387551e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -13875552.000000 Penalty: 5567.118652
	Iteration 116Q: 3 clusters Score -1.387555e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -13875551.000000 Penalty: 5567.118652
	Iteration 117Q: 3 clusters Score -1.387555e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -13875581.000000 Penalty: 5567.118652
	Iteration 118Q: 3 clusters Score -1.387558e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -13875590.000000 Penalty: 5567.118652
	Iteration 119Q: 3 clusters Score -1.387559e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -13875569.000000 Penalty: 5567.118652
	Iteration 120F: 3 clusters Score -1.387557e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -13875598.000000 Penalty: 5567.118652
	Iteration 121Q: 3 clusters Score -1.38756e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -13875612.000000 Penalty: 5567.118652
	Iteration 122Q: 3 clusters Score -1.387561e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -13875607.000000 Penalty: 5567.118652
	Iteration 123Q: 3 clusters Score -1.387561e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -13875611.000000 Penalty: 5567.118652
	Iteration 124Q: 3 clusters Score -1.387561e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -13875619.000000 Penalty: 5567.118652
	Iteration 125Q: 3 clusters Score -1.387562e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -13875595.000000 Penalty: 5567.118652
	Iteration 126Q: 3 clusters Score -1.38756e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -13875609.000000 Penalty: 5567.118652
	Iteration 127Q: 3 clusters Score -1.387561e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -13875627.000000 Penalty: 5567.118652
	Iteration 128Q: 3 clusters Score -1.387563e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -13875629.000000 Penalty: 5567.118652
	Iteration 129Q: 3 clusters Score -1.387563e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -13875621.000000 Penalty: 5567.118652
	Iteration 130Q: 3 clusters Score -1.387562e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -13875622.000000 Penalty: 5567.118652
	Iteration 131Q: 3 clusters Score -1.387562e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -13875632.000000 Penalty: 5567.118652
	Iteration 132Q: 3 clusters Score -1.387563e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -13875650.000000 Penalty: 5567.118652
	Iteration 133Q: 3 clusters Score -1.387565e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -13875644.000000 Penalty: 5567.118652
	Iteration 134Q: 3 clusters Score -1.387564e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -13875652.000000 Penalty: 5567.118652
	Iteration 135Q: 3 clusters Score -1.387565e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -13875645.000000 Penalty: 5567.118652
	Iteration 136Q: 3 clusters Score -1.387564e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -13875635.000000 Penalty: 5567.118652
	Iteration 137Q: 3 clusters Score -1.387564e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -13875629.000000 Penalty: 5567.118652
	Iteration 138Q: 3 clusters Score -1.387563e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -13875628.000000 Penalty: 5567.118652
	Iteration 139Q: 3 clusters Score -1.387563e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -13875627.000000 Penalty: 5567.118652
	Iteration 140F: 3 clusters Score -1.387563e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -13875609.000000 Penalty: 5567.118652
	Iteration 141Q: 3 clusters Score -1.387561e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -13875608.000000 Penalty: 5567.118652
	Iteration 142Q: 3 clusters Score -1.387561e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -13875600.000000 Penalty: 5567.118652
	Iteration 143Q: 3 clusters Score -1.38756e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -13875610.000000 Penalty: 5567.118652
	Iteration 144Q: 3 clusters Score -1.387561e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -13875611.000000 Penalty: 5567.118652
	Iteration 145Q: 3 clusters Score -1.387561e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.387563e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -13875643.000000 Penalty: 5567.118652
	Iteration 147Q: 3 clusters Score -1.387564e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -13875633.000000 Penalty: 5567.118652
	Iteration 148Q: 3 clusters Score -1.387563e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -13875636.000000 Penalty: 5567.118652
	Iteration 149Q: 3 clusters Score -1.387564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -13875642.000000 Penalty: 5567.118652
	Iteration 150Q: 3 clusters Score -1.387564e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -13875617.000000 Penalty: 5567.118652
	Iteration 151Q: 3 clusters Score -1.387562e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -13875616.000000 Penalty: 5567.118652
	Iteration 152Q: 3 clusters Score -1.387562e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.38756e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -13875605.000000 Penalty: 5567.118652
	Iteration 154Q: 3 clusters Score -1.38756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -13875594.000000 Penalty: 5567.118652
	Iteration 155Q: 3 clusters Score -1.387559e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -13875602.000000 Penalty: 5567.118652
	Iteration 156Q: 3 clusters Score -1.38756e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -13875627.000000 Penalty: 5567.118652
	Iteration 157Q: 3 clusters Score -1.387563e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -13875635.000000 Penalty: 5567.118652
	Iteration 158Q: 3 clusters Score -1.387564e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -13875631.000000 Penalty: 5567.118652
	Iteration 159Q: 3 clusters Score -1.387563e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -13875627.000000 Penalty: 5567.118652
	Iteration 160F: 3 clusters Score -1.387563e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -13875646.000000 Penalty: 5567.118652
	Iteration 161Q: 3 clusters Score -1.387565e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -13875643.000000 Penalty: 5567.118652
	Iteration 162Q: 3 clusters Score -1.387564e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -13875647.000000 Penalty: 5567.118652
	Iteration 163Q: 3 clusters Score -1.387565e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -13875662.000000 Penalty: 5567.118652
	Iteration 164Q: 3 clusters Score -1.387566e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -13875660.000000 Penalty: 5567.118652
	Iteration 165Q: 3 clusters Score -1.387566e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.387567e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -13875665.000000 Penalty: 5567.118652
	Iteration 167Q: 3 clusters Score -1.387566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -13875659.000000 Penalty: 5567.118652
	Iteration 168Q: 3 clusters Score -1.387566e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -13875647.000000 Penalty: 5567.118652
	Iteration 169Q: 3 clusters Score -1.387565e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -13875663.000000 Penalty: 5567.118652
	Iteration 170Q: 3 clusters Score -1.387566e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -13875649.000000 Penalty: 5567.118652
	Iteration 171Q: 3 clusters Score -1.387565e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -13875668.000000 Penalty: 5567.118652
	Iteration 172Q: 3 clusters Score -1.387567e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -13875678.000000 Penalty: 5567.118652
	Iteration 173Q: 3 clusters Score -1.387568e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -13875674.000000 Penalty: 5567.118652
	Iteration 174Q: 3 clusters Score -1.387567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.387567e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -13875688.000000 Penalty: 5567.118652
	Iteration 176Q: 3 clusters Score -1.387569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.387567e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -13875676.000000 Penalty: 5567.118652
	Iteration 178Q: 3 clusters Score -1.387568e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -13875671.000000 Penalty: 5567.118652
	Iteration 179Q: 3 clusters Score -1.387567e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -13875691.000000 Penalty: 5567.118652
	Iteration 180F: 3 clusters Score -1.387569e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.387569e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -13875683.000000 Penalty: 5567.118652
	Iteration 182Q: 3 clusters Score -1.387568e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.387568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1.387567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.387568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.387568e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.387568e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.387568e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.387567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1.387568e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.387567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1.387567e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1.387567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1.387566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.387566e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1.387566e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1.387567e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1.387565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1.387565e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -13875651.000000 Penalty: 5567.118652
	Iteration 200F: 3 clusters Score -1.387565e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -13875670.000000 Penalty: 5567.118652
	Iteration 201Q: 3 clusters Score -1.387567e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1.387567e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1.387569e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -13875685.000000 Penalty: 5567.118652
	Iteration 204Q: 3 clusters Score -1.387568e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -13875686.000000 Penalty: 5567.118652
	Iteration 205Q: 3 clusters Score -1.387569e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1.387569e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1.38757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1.387569e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -13875705.000000 Penalty: 5567.118652
	Iteration 209Q: 3 clusters Score -1.38757e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1.387569e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1.387571e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -13875708.000000 Penalty: 5567.118652
	Iteration 212Q: 3 clusters Score -1.387571e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1.38757e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1.38757e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -13875692.000000 Penalty: 5567.118652
	Iteration 215Q: 3 clusters Score -1.387569e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1.38757e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -13875725.000000 Penalty: 5567.118652
	Iteration 217Q: 3 clusters Score -1.387572e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -13875741.000000 Penalty: 5567.118652
	Iteration 218Q: 3 clusters Score -1.387574e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -13875748.000000 Penalty: 5567.118652
	Iteration 219Q: 3 clusters Score -1.387575e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -13875734.000000 Penalty: 5567.118652
	Iteration 220F: 3 clusters Score -1.387573e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -13875728.000000 Penalty: 5567.118652
	Iteration 221Q: 3 clusters Score -1.387573e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -13875753.000000 Penalty: 5567.118652
	Iteration 222Q: 3 clusters Score -1.387575e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1.387577e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1.387577e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1.387576e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -13875744.000000 Penalty: 5567.118652
	Iteration 226Q: 3 clusters Score -1.387574e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1.387574e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -13875751.000000 Penalty: 5567.118652
	Iteration 228Q: 3 clusters Score -1.387575e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -13875735.000000 Penalty: 5567.118652
	Iteration 229Q: 3 clusters Score -1.387574e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1.387573e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1.387574e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -13875738.000000 Penalty: 5567.118652
	Iteration 232Q: 3 clusters Score -1.387574e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1.387574e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -13875721.000000 Penalty: 5567.118652
	Iteration 234Q: 3 clusters Score -1.387572e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1.387573e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -1.387573e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -13875716.000000 Penalty: 5567.118652
	Iteration 237Q: 3 clusters Score -1.387572e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -1.387571e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -1.387571e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1.387571e+07 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1.387572e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1.387575e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1.387574e+07 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -1.387575e+07 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -1.387575e+07 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -1.387574e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
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	Iteration 247Q: 3 clusters Score -1.387573e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1.387573e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -13875719.000000 Penalty: 5567.118652
	Iteration 249Q: 3 clusters Score -1.387572e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -13875736.000000 Penalty: 5567.118652
	Iteration 250Q: 3 clusters Score -1.387574e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1.387576e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -1.387576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -13875773.000000 Penalty: 5567.118652
	Iteration 253Q: 3 clusters Score -1.387577e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -1.387576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -13875755.000000 Penalty: 5567.118652
	Iteration 255Q: 3 clusters Score -1.387576e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -13875743.000000 Penalty: 5567.118652
	Iteration 256Q: 3 clusters Score -1.387574e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -13875747.000000 Penalty: 5567.118652
	Iteration 257Q: 3 clusters Score -1.387575e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -13875740.000000 Penalty: 5567.118652
	Iteration 258Q: 3 clusters Score -1.387574e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -13875731.000000 Penalty: 5567.118652
	Iteration 259Q: 3 clusters Score -1.387573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -13875749.000000 Penalty: 5567.118652
	Iteration 260F: 3 clusters Score -1.387575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -13875748.000000 Penalty: 5567.118652
	Iteration 261Q: 3 clusters Score -1.387575e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -13875751.000000 Penalty: 5567.118652
	Iteration 262Q: 3 clusters Score -1.387575e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -13875735.000000 Penalty: 5567.118652
	Iteration 263Q: 3 clusters Score -1.387574e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -13875756.000000 Penalty: 5567.118652
	Iteration 264Q: 3 clusters Score -1.387576e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -13875745.000000 Penalty: 5567.118652
	Iteration 265Q: 3 clusters Score -1.387574e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -13875748.000000 Penalty: 5567.118652
	Iteration 266Q: 3 clusters Score -1.387575e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -13875765.000000 Penalty: 5567.118652
	Iteration 267Q: 3 clusters Score -1.387576e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -13875793.000000 Penalty: 5567.118652
	Iteration 268Q: 3 clusters Score -1.387579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -13875803.000000 Penalty: 5567.118652
	Iteration 269Q: 3 clusters Score -1.38758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -13875801.000000 Penalty: 5567.118652
	Iteration 270Q: 3 clusters Score -1.38758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -13875808.000000 Penalty: 5567.118652
	Iteration 271Q: 3 clusters Score -1.387581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -13875790.000000 Penalty: 5567.118652
	Iteration 272Q: 3 clusters Score -1.387579e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -13875804.000000 Penalty: 5567.118652
	Iteration 273Q: 3 clusters Score -1.38758e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -13875794.000000 Penalty: 5567.118652
	Iteration 274Q: 3 clusters Score -1.387579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -13875804.000000 Penalty: 5567.118652
	Iteration 275Q: 3 clusters Score -1.38758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -13875799.000000 Penalty: 5567.118652
	Iteration 276Q: 3 clusters Score -1.38758e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -13875795.000000 Penalty: 5567.118652
	Iteration 277Q: 3 clusters Score -1.38758e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -13875791.000000 Penalty: 5567.118652
	Iteration 278Q: 3 clusters Score -1.387579e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -13875786.000000 Penalty: 5567.118652
	Iteration 279Q: 3 clusters Score -1.387579e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -13875792.000000 Penalty: 5567.118652
	Iteration 280F: 3 clusters Score -1.387579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -13875797.000000 Penalty: 5567.118652
	Iteration 281Q: 3 clusters Score -1.38758e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -13875811.000000 Penalty: 5567.118652
	Iteration 282Q: 3 clusters Score -1.387581e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -13875805.000000 Penalty: 5567.118652
	Iteration 283Q: 3 clusters Score -1.38758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -13875822.000000 Penalty: 5567.118652
	Iteration 284Q: 3 clusters Score -1.387582e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -13875814.000000 Penalty: 5567.118652
	Iteration 285Q: 3 clusters Score -1.387581e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -13875828.000000 Penalty: 5567.118652
	Iteration 286Q: 3 clusters Score -1.387583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -13875824.000000 Penalty: 5567.118652
	Iteration 287Q: 3 clusters Score -1.387582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -13875834.000000 Penalty: 5567.118652
	Iteration 288Q: 3 clusters Score -1.387583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -13875834.000000 Penalty: 5567.118652
	Iteration 289Q: 3 clusters Score -1.387583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -13875840.000000 Penalty: 5567.118652
	Iteration 290Q: 3 clusters Score -1.387584e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -13875837.000000 Penalty: 5567.118652
	Iteration 291Q: 3 clusters Score -1.387584e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -13875837.000000 Penalty: 5567.118652
	Iteration 292Q: 3 clusters Score -1.387584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -13875844.000000 Penalty: 5567.118652
	Iteration 293Q: 3 clusters Score -1.387584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -13875843.000000 Penalty: 5567.118652
	Iteration 294Q: 3 clusters Score -1.387584e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -13875839.000000 Penalty: 5567.118652
	Iteration 295Q: 3 clusters Score -1.387584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -13875850.000000 Penalty: 5567.118652
	Iteration 296Q: 3 clusters Score -1.387585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -13875847.000000 Penalty: 5567.118652
	Iteration 297Q: 3 clusters Score -1.387585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -13875853.000000 Penalty: 5567.118652
	Iteration 298Q: 3 clusters Score -1.387585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -13875857.000000 Penalty: 5567.118652
	Iteration 299Q: 3 clusters Score -1.387586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -13875849.000000 Penalty: 5567.118652
	Iteration 300F: 3 clusters Score -1.387585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -13875850.000000 Penalty: 5567.118652
	Iteration 301Q: 3 clusters Score -1.387585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -13875851.000000 Penalty: 5567.118652
	Iteration 302Q: 3 clusters Score -1.387585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -13875852.000000 Penalty: 5567.118652
	Iteration 303Q: 3 clusters Score -1.387585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -13875855.000000 Penalty: 5567.118652
	Iteration 304Q: 3 clusters Score -1.387586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -13875848.000000 Penalty: 5567.118652
	Iteration 305Q: 3 clusters Score -1.387585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -13875854.000000 Penalty: 5567.118652
	Iteration 306Q: 3 clusters Score -1.387585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -13875854.000000 Penalty: 5567.118652
	Iteration 307F: 3 clusters Score -1.387585e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54407 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 27829 members 
Mstep: Class 5 contains 54882 members 
Mstep: Class 6 contains 31848 members 
Mstep: Class 7 contains 54349 members 
Mstep: Class 8 contains 490 members 
Mstep: Class 9 contains 24336 members 
Mstep: Class 10 contains 44598 members 
Mstep: Class 11 contains 23418 members 
Mstep: Class 12 contains 43331 members 
Mstep: Class 13 contains 54407 members 
Mstep: Class 14 contains 42697 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 43743 members 
Mstep: Class 17 contains 43166 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 19 contains 10836 members 
Mstep: Class 20 contains 64660 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 40356 members 
Mstep: Class 23 contains 625 members 
Mstep: Class 24 contains 31166 members 
Entering Unmasked Estep 
Score: -126843048.000000 Penalty: 80096.007812
Splitting cluster 16 changes total score from -126784272.000000 to -126843048.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -651922.437500 Penalty: 2039.126709
	Iteration 0F: 2 clusters Score -651922.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -648206.500000 Penalty: 4078.253418
	Iteration 0F: 3 clusters Score -648206.5 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -649036.625000 Penalty: 4078.253418
	Iteration 1F: 3 clusters Score -649036.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -649204.500000 Penalty: 4078.253418
	Iteration 2F: 3 clusters Score -649204.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -649307.062500 Penalty: 4078.253418
	Iteration 3Q: 3 clusters Score -649307.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -649374.250000 Penalty: 4078.253418
	Iteration 4Q: 3 clusters Score -649374.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -649416.687500 Penalty: 4078.253418
	Iteration 5Q: 3 clusters Score -649416.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -649459.437500 Penalty: 4078.253418
	Iteration 6Q: 3 clusters Score -649459.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -649498.625000 Penalty: 4078.253418
	Iteration 7Q: 3 clusters Score -649498.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -649537.875000 Penalty: 4078.253418
	Iteration 8Q: 3 clusters Score -649537.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -649572.750000 Penalty: 4078.253418
	Iteration 9Q: 3 clusters Score -649572.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -649610.750000 Penalty: 4078.253418
	Iteration 10Q: 3 clusters Score -649610.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -649635.500000 Penalty: 4078.253418
	Iteration 11Q: 3 clusters Score -649635.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -649662.500000 Penalty: 4078.253418
	Iteration 12Q: 3 clusters Score -649662.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -649688.062500 Penalty: 4078.253418
	Iteration 13Q: 3 clusters Score -649688.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -649728.250000 Penalty: 4078.253418
	Iteration 14Q: 3 clusters Score -649728.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -649756.437500 Penalty: 4078.253418
	Iteration 15Q: 3 clusters Score -649756.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -649784.062500 Penalty: 4078.253418
	Iteration 16Q: 3 clusters Score -649784.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -649808.500000 Penalty: 4078.253418
	Iteration 17Q: 3 clusters Score -649808.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -649831.437500 Penalty: 4078.253418
	Iteration 18Q: 3 clusters Score -649831.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -649850.250000 Penalty: 4078.253418
	Iteration 19Q: 3 clusters Score -649850.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -649861.812500 Penalty: 4078.253418
	Iteration 20F: 3 clusters Score -649861.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -649876.625000 Penalty: 4078.253418
	Iteration 21Q: 3 clusters Score -649876.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -649893.687500 Penalty: 4078.253418
	Iteration 22Q: 3 clusters Score -649893.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -649912.437500 Penalty: 4078.253418
	Iteration 23Q: 3 clusters Score -649912.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -649934.562500 Penalty: 4078.253418
	Iteration 24Q: 3 clusters Score -649934.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -649959.250000 Penalty: 4078.253418
	Iteration 25Q: 3 clusters Score -649959.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -649984.312500 Penalty: 4078.253418
	Iteration 26Q: 3 clusters Score -649984.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -650006.125000 Penalty: 4078.253418
	Iteration 27Q: 3 clusters Score -650006.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -650026.750000 Penalty: 4078.253418
	Iteration 28Q: 3 clusters Score -650026.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -650039.062500 Penalty: 4078.253418
	Iteration 29Q: 3 clusters Score -650039.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -650053.500000 Penalty: 4078.253418
	Iteration 30Q: 3 clusters Score -650053.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -650081.500000 Penalty: 4078.253418
	Iteration 31Q: 3 clusters Score -650081.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -650108.750000 Penalty: 4078.253418
	Iteration 32Q: 3 clusters Score -650108.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -650126.187500 Penalty: 4078.253418
	Iteration 33Q: 3 clusters Score -650126.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -650148.687500 Penalty: 4078.253418
	Iteration 34Q: 3 clusters Score -650148.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -650171.812500 Penalty: 4078.253418
	Iteration 35Q: 3 clusters Score -650171.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -650190.937500 Penalty: 4078.253418
	Iteration 36Q: 3 clusters Score -650190.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -650206.875000 Penalty: 4078.253418
	Iteration 37Q: 3 clusters Score -650206.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -650223.937500 Penalty: 4078.253418
	Iteration 38Q: 3 clusters Score -650223.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -650242.687500 Penalty: 4078.253418
	Iteration 39Q: 3 clusters Score -650242.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -650258.500000 Penalty: 4078.253418
	Iteration 40F: 3 clusters Score -650258.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -650275.562500 Penalty: 4078.253418
	Iteration 41Q: 3 clusters Score -650275.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -650283.937500 Penalty: 4078.253418
	Iteration 42Q: 3 clusters Score -650283.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -650296.687500 Penalty: 4078.253418
	Iteration 43Q: 3 clusters Score -650296.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -650305.437500 Penalty: 4078.253418
	Iteration 44Q: 3 clusters Score -650305.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -650311.375000 Penalty: 4078.253418
	Iteration 45Q: 3 clusters Score -650311.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -650320.187500 Penalty: 4078.253418
	Iteration 46Q: 3 clusters Score -650320.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -650324.937500 Penalty: 4078.253418
	Iteration 47Q: 3 clusters Score -650324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -650328.187500 Penalty: 4078.253418
	Iteration 48Q: 3 clusters Score -650328.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -650330.437500 Penalty: 4078.253418
	Iteration 49Q: 3 clusters Score -650330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -650330.562500 Penalty: 4078.253418
	Iteration 50Q: 3 clusters Score -650330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -650333.375000 Penalty: 4078.253418
	Iteration 51Q: 3 clusters Score -650333.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -650336.812500 Penalty: 4078.253418
	Iteration 52Q: 3 clusters Score -650336.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -650341.187500 Penalty: 4078.253418
	Iteration 53Q: 3 clusters Score -650341.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -650344.937500 Penalty: 4078.253418
	Iteration 54Q: 3 clusters Score -650344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -650343.437500 Penalty: 4078.253418
	Iteration 55Q: 3 clusters Score -650343.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -650344.687500 Penalty: 4078.253418
	Iteration 56Q: 3 clusters Score -650344.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -650347.125000 Penalty: 4078.253418
	Iteration 57Q: 3 clusters Score -650347.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -650347.125000 Penalty: 4078.253418
	Iteration 58F: 3 clusters Score -650347.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (64660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64660 members 
Entering Unmasked Estep 
Score: -11930439.000000 Penalty: 2747.070557
	Iteration 0F: 2 clusters Score -1.193044e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -11907450.000000 Penalty: 5494.141113
	Iteration 0F: 3 clusters Score -1.190745e+07 nChanged 30257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -11924332.000000 Penalty: 5494.141113
	Iteration 1F: 3 clusters Score -1.192433e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -11925091.000000 Penalty: 5494.141113
	Iteration 2Q: 3 clusters Score -1.192509e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -11926210.000000 Penalty: 5494.141113
	Iteration 3Q: 3 clusters Score -1.192621e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -11928326.000000 Penalty: 5494.141113
	Iteration 4F: 3 clusters Score -1.192833e+07 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -11931178.000000 Penalty: 5494.141113
	Iteration 5F: 3 clusters Score -1.193118e+07 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -11932572.000000 Penalty: 5494.141113
	Iteration 6F: 3 clusters Score -1.193257e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -11932676.000000 Penalty: 5494.141113
	Iteration 7F: 3 clusters Score -1.193268e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59030 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -11931381.000000 Penalty: 5494.141113
	Iteration 8F: 3 clusters Score -1.193138e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61403 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -11930374.000000 Penalty: 5494.141113
	Iteration 9Q: 3 clusters Score -1.193037e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -11929788.000000 Penalty: 5494.141113
	Iteration 10Q: 3 clusters Score -1.192979e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -11929587.000000 Penalty: 5494.141113
	Iteration 11Q: 3 clusters Score -1.192959e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -11929412.000000 Penalty: 5494.141113
	Iteration 12Q: 3 clusters Score -1.192941e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63686 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11929338.000000 Penalty: 5494.141113
	Iteration 13Q: 3 clusters Score -1.192934e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -11929325.000000 Penalty: 5494.141113
	Iteration 14Q: 3 clusters Score -1.192932e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11929297.000000 Penalty: 5494.141113
	Iteration 15Q: 3 clusters Score -1.19293e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63878 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -11929239.000000 Penalty: 5494.141113
	Iteration 16Q: 3 clusters Score -1.192924e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11929228.000000 Penalty: 5494.141113
	Iteration 17Q: 3 clusters Score -1.192923e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -11929233.000000 Penalty: 5494.141113
	Iteration 18Q: 3 clusters Score -1.192923e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63917 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11929228.000000 Penalty: 5494.141113
	Iteration 19Q: 3 clusters Score -1.192923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11929232.000000 Penalty: 5494.141113
	Iteration 20F: 3 clusters Score -1.192923e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11929216.000000 Penalty: 5494.141113
	Iteration 21Q: 3 clusters Score -1.192922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63935 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -11929221.000000 Penalty: 5494.141113
	Iteration 22Q: 3 clusters Score -1.192922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11929212.000000 Penalty: 5494.141113
	Iteration 23Q: 3 clusters Score -1.192921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63947 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -11929199.000000 Penalty: 5494.141113
	Iteration 24Q: 3 clusters Score -1.19292e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -11929192.000000 Penalty: 5494.141113
	Iteration 25Q: 3 clusters Score -1.192919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11929202.000000 Penalty: 5494.141113
	Iteration 26Q: 3 clusters Score -1.19292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63953 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -11929211.000000 Penalty: 5494.141113
	Iteration 27Q: 3 clusters Score -1.192921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11929214.000000 Penalty: 5494.141113
	Iteration 28Q: 3 clusters Score -1.192921e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11929214.000000 Penalty: 5494.141113
	Iteration 29F: 3 clusters Score -1.192921e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -277853.718750 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -277853.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -275538.031250 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -275538 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -276459.937500 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -276459.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -276936.125000 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -276936.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -277180.156250 Penalty: 3695.239502
	Iteration 3F: 3 clusters Score -277180.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -277298.250000 Penalty: 3695.239502
	Iteration 4Q: 3 clusters Score -277298.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -277393.218750 Penalty: 3695.239502
	Iteration 5Q: 3 clusters Score -277393.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -277455.562500 Penalty: 3695.239502
	Iteration 6Q: 3 clusters Score -277455.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -277506.750000 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -277506.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -277559.437500 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -277559.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -277589.406250 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -277589.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -277611.093750 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -277611.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -277635.062500 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -277635.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -277649.843750 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -277649.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -277667.531250 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -277667.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -277688.593750 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -277688.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -277701.343750 Penalty: 3695.239502
	Iteration 15Q: 3 clusters Score -277701.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -277715.156250 Penalty: 3695.239502
	Iteration 16Q: 3 clusters Score -277715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -277717.406250 Penalty: 3695.239502
	Iteration 17Q: 3 clusters Score -277717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -277718.250000 Penalty: 3695.239502
	Iteration 18Q: 3 clusters Score -277718.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -277718.531250 Penalty: 3695.239502
	Iteration 19Q: 3 clusters Score -277718.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -277718.531250 Penalty: 3695.239502
	Iteration 20F: 3 clusters Score -277718.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54407 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 27829 members 
Mstep: Class 5 contains 54882 members 
Mstep: Class 6 contains 31848 members 
Mstep: Class 7 contains 54349 members 
Mstep: Class 9 contains 24336 members 
Mstep: Class 10 contains 44598 members 
Mstep: Class 11 contains 23418 members 
Mstep: Class 13 contains 54407 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 43743 members 
Mstep: Class 18 contains 3723 members 
Mstep: Class 20 contains 64660 members 
Mstep: Class 21 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126867176.000000 Penalty: 80096.007812
Iteration 39Q: 25 clusters Score -1.268672e+08 nChanged 46989
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 52244 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 32016 members 
Mstep: Class 5 contains 51891 members 
Mstep: Class 6 contains 34295 members 
Mstep: Class 7 contains 51723 members 
Mstep: Class 8 contains 491 members 
Mstep: Class 9 contains 28685 members 
Mstep: Class 10 contains 43843 members 
Mstep: Class 11 contains 23616 members 
Mstep: Class 12 contains 42423 members 
Mstep: Class 13 contains 53062 members 
Mstep: Class 14 contains 43365 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 48003 members 
Mstep: Class 17 contains 40660 members 
Mstep: Class 18 contains 3755 members 
Mstep: Class 19 contains 11396 members 
Mstep: Class 20 contains 62308 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 41743 members 
Mstep: Class 23 contains 612 members 
Mstep: Class 24 contains 28718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126887872.000000 Penalty: 80096.007812
Iteration 40F: 25 clusters Score -1.268879e+08 nChanged 39455
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 48729 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 34897 members 
Mstep: Class 5 contains 47231 members 
Mstep: Class 6 contains 35899 members 
Mstep: Class 7 contains 47651 members 
Mstep: Class 8 contains 504 members 
Mstep: Class 9 contains 30270 members 
Mstep: Class 10 contains 41632 members 
Mstep: Class 11 contains 23573 members 
Mstep: Class 12 contains 45364 members 
Mstep: Class 13 contains 51390 members 
Mstep: Class 14 contains 47065 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 48341 members 
Mstep: Class 17 contains 41009 members 
Mstep: Class 18 contains 3768 members 
Mstep: Class 19 contains 12354 members 
Mstep: Class 20 contains 57341 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 46576 members 
Mstep: Class 23 contains 611 members 
Mstep: Class 24 contains 30663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900248.000000 Penalty: 80096.007812
Iteration 41F: 25 clusters Score -1.269002e+08 nChanged 28163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 46539 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 38958 members 
Mstep: Class 5 contains 44776 members 
Mstep: Class 6 contains 38083 members 
Mstep: Class 7 contains 44968 members 
Mstep: Class 8 contains 505 members 
Mstep: Class 9 contains 30900 members 
Mstep: Class 10 contains 41018 members 
Mstep: Class 11 contains 22558 members 
Mstep: Class 12 contains 45880 members 
Mstep: Class 13 contains 50131 members 
Mstep: Class 14 contains 48870 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 47845 members 
Mstep: Class 17 contains 41385 members 
Mstep: Class 18 contains 3765 members 
Mstep: Class 19 contains 12992 members 
Mstep: Class 20 contains 54007 members 
Mstep: Class 21 contains 1690 members 
Mstep: Class 22 contains 48350 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 32727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905744.000000 Penalty: 80096.007812
Iteration 42Q: 25 clusters Score -1.269057e+08 nChanged 23935
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45423 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 43111 members 
Mstep: Class 5 contains 43337 members 
Mstep: Class 6 contains 40296 members 
Mstep: Class 7 contains 43549 members 
Mstep: Class 8 contains 506 members 
Mstep: Class 9 contains 30824 members 
Mstep: Class 10 contains 40758 members 
Mstep: Class 11 contains 21410 members 
Mstep: Class 12 contains 45420 members 
Mstep: Class 13 contains 49187 members 
Mstep: Class 14 contains 49841 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 46983 members 
Mstep: Class 17 contains 41562 members 
Mstep: Class 18 contains 3743 members 
Mstep: Class 19 contains 13373 members 
Mstep: Class 20 contains 51530 members 
Mstep: Class 21 contains 1684 members 
Mstep: Class 22 contains 48738 members 
Mstep: Class 23 contains 617 members 
Mstep: Class 24 contains 34672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909440.000000 Penalty: 80096.007812
Iteration 43Q: 25 clusters Score -1.269094e+08 nChanged 23181
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 44603 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 47960 members 
Mstep: Class 5 contains 42186 members 
Mstep: Class 6 contains 42505 members 
Mstep: Class 7 contains 42765 members 
Mstep: Class 8 contains 507 members 
Mstep: Class 9 contains 30592 members 
Mstep: Class 10 contains 40452 members 
Mstep: Class 11 contains 20383 members 
Mstep: Class 12 contains 43969 members 
Mstep: Class 13 contains 48456 members 
Mstep: Class 14 contains 50610 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 45472 members 
Mstep: Class 17 contains 41677 members 
Mstep: Class 18 contains 3706 members 
Mstep: Class 19 contains 13586 members 
Mstep: Class 20 contains 49482 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 48592 members 
Mstep: Class 23 contains 617 members 
Mstep: Class 24 contains 36759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910744.000000 Penalty: 80096.007812
Iteration 44Q: 25 clusters Score -1.269107e+08 nChanged 26348
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43956 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 53681 members 
Mstep: Class 5 contains 41301 members 
Mstep: Class 6 contains 44761 members 
Mstep: Class 7 contains 42214 members 
Mstep: Class 8 contains 508 members 
Mstep: Class 9 contains 30549 members 
Mstep: Class 10 contains 40009 members 
Mstep: Class 11 contains 19470 members 
Mstep: Class 12 contains 41164 members 
Mstep: Class 13 contains 47839 members 
Mstep: Class 14 contains 50953 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 43067 members 
Mstep: Class 17 contains 41703 members 
Mstep: Class 18 contains 3691 members 
Mstep: Class 19 contains 13816 members 
Mstep: Class 20 contains 48086 members 
Mstep: Class 21 contains 1677 members 
Mstep: Class 22 contains 48419 members 
Mstep: Class 23 contains 615 members 
Mstep: Class 24 contains 39082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908080.000000 Penalty: 80096.007812
Iteration 45Q: 25 clusters Score -1.269081e+08 nChanged 28672
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43938 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 56287 members 
Mstep: Class 5 contains 40902 members 
Mstep: Class 6 contains 46646 members 
Mstep: Class 7 contains 42179 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 30496 members 
Mstep: Class 10 contains 39761 members 
Mstep: Class 11 contains 18701 members 
Mstep: Class 12 contains 38188 members 
Mstep: Class 13 contains 47359 members 
Mstep: Class 14 contains 50492 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 41839 members 
Mstep: Class 17 contains 41668 members 
Mstep: Class 18 contains 3667 members 
Mstep: Class 19 contains 14364 members 
Mstep: Class 20 contains 47421 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 48314 members 
Mstep: Class 23 contains 611 members 
Mstep: Class 24 contains 41540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126902336.000000 Penalty: 80096.007812
Iteration 46Q: 25 clusters Score -1.269023e+08 nChanged 24918
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44219 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 54000 members 
Mstep: Class 5 contains 41049 members 
Mstep: Class 6 contains 47760 members 
Mstep: Class 7 contains 42454 members 
Mstep: Class 8 contains 512 members 
Mstep: Class 9 contains 30472 members 
Mstep: Class 10 contains 40064 members 
Mstep: Class 11 contains 18067 members 
Mstep: Class 12 contains 36743 members 
Mstep: Class 13 contains 47053 members 
Mstep: Class 14 contains 49630 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 42640 members 
Mstep: Class 17 contains 41577 members 
Mstep: Class 18 contains 3624 members 
Mstep: Class 19 contains 15200 members 
Mstep: Class 20 contains 47067 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 48219 members 
Mstep: Class 23 contains 611 members 
Mstep: Class 24 contains 43925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903488.000000 Penalty: 80096.007812
Iteration 47Q: 25 clusters Score -1.269035e+08 nChanged 19691
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44412 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 51941 members 
Mstep: Class 5 contains 40960 members 
Mstep: Class 6 contains 48473 members 
Mstep: Class 7 contains 42532 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 30460 members 
Mstep: Class 10 contains 40288 members 
Mstep: Class 11 contains 17502 members 
Mstep: Class 12 contains 36265 members 
Mstep: Class 13 contains 46810 members 
Mstep: Class 14 contains 48944 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 43010 members 
Mstep: Class 17 contains 41657 members 
Mstep: Class 18 contains 3608 members 
Mstep: Class 19 contains 16039 members 
Mstep: Class 20 contains 46755 members 
Mstep: Class 21 contains 1675 members 
Mstep: Class 22 contains 48102 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 46006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906072.000000 Penalty: 80096.007812
Iteration 48Q: 25 clusters Score -1.269061e+08 nChanged 18042
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44335 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 50476 members 
Mstep: Class 5 contains 40789 members 
Mstep: Class 6 contains 48822 members 
Mstep: Class 7 contains 42420 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 30498 members 
Mstep: Class 10 contains 40435 members 
Mstep: Class 11 contains 17008 members 
Mstep: Class 12 contains 36083 members 
Mstep: Class 13 contains 46636 members 
Mstep: Class 14 contains 48519 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 43046 members 
Mstep: Class 17 contains 41863 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 16925 members 
Mstep: Class 20 contains 46483 members 
Mstep: Class 21 contains 1673 members 
Mstep: Class 22 contains 47977 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 47865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907336.000000 Penalty: 80096.007812
Iteration 49Q: 25 clusters Score -1.269073e+08 nChanged 16750
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44118 members 
Mstep: Class 3 contains 1136 members 
Mstep: Class 4 contains 49355 members 
Mstep: Class 5 contains 40540 members 
Mstep: Class 6 contains 48902 members 
Mstep: Class 7 contains 42326 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 30573 members 
Mstep: Class 10 contains 40501 members 
Mstep: Class 11 contains 16593 members 
Mstep: Class 12 contains 36128 members 
Mstep: Class 13 contains 46448 members 
Mstep: Class 14 contains 48354 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 42924 members 
Mstep: Class 17 contains 42108 members 
Mstep: Class 18 contains 3567 members 
Mstep: Class 19 contains 17837 members 
Mstep: Class 20 contains 46237 members 
Mstep: Class 21 contains 1672 members 
Mstep: Class 22 contains 47767 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 49486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908144.000000 Penalty: 80096.007812
Iteration 50Q: 25 clusters Score -1.269081e+08 nChanged 15808
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43814 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 48438 members 
Mstep: Class 5 contains 40292 members 
Mstep: Class 6 contains 48873 members 
Mstep: Class 7 contains 42338 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 30844 members 
Mstep: Class 10 contains 40527 members 
Mstep: Class 11 contains 16225 members 
Mstep: Class 12 contains 36242 members 
Mstep: Class 13 contains 46301 members 
Mstep: Class 14 contains 48435 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 42695 members 
Mstep: Class 17 contains 42371 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 18705 members 
Mstep: Class 20 contains 46096 members 
Mstep: Class 21 contains 1669 members 
Mstep: Class 22 contains 47597 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 50417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908880.000000 Penalty: 80096.007812
Iteration 51Q: 25 clusters Score -1.269089e+08 nChanged 14823
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43505 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 47844 members 
Mstep: Class 5 contains 39999 members 
Mstep: Class 6 contains 48801 members 
Mstep: Class 7 contains 42291 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 31152 members 
Mstep: Class 10 contains 40557 members 
Mstep: Class 11 contains 15897 members 
Mstep: Class 12 contains 36520 members 
Mstep: Class 13 contains 46194 members 
Mstep: Class 14 contains 48653 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 42357 members 
Mstep: Class 17 contains 42589 members 
Mstep: Class 18 contains 3548 members 
Mstep: Class 19 contains 19515 members 
Mstep: Class 20 contains 46021 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 47490 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 50837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909128.000000 Penalty: 80096.007812
Iteration 52Q: 25 clusters Score -1.269091e+08 nChanged 13809
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43302 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 47313 members 
Mstep: Class 5 contains 39704 members 
Mstep: Class 6 contains 48591 members 
Mstep: Class 7 contains 42266 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 31497 members 
Mstep: Class 10 contains 40575 members 
Mstep: Class 11 contains 15589 members 
Mstep: Class 12 contains 36919 members 
Mstep: Class 13 contains 46101 members 
Mstep: Class 14 contains 48944 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 42110 members 
Mstep: Class 17 contains 42756 members 
Mstep: Class 18 contains 3535 members 
Mstep: Class 19 contains 20303 members 
Mstep: Class 20 contains 45982 members 
Mstep: Class 21 contains 1662 members 
Mstep: Class 22 contains 47383 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 50900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909792.000000 Penalty: 80096.007812
Iteration 53Q: 25 clusters Score -1.269098e+08 nChanged 12805
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43117 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 46809 members 
Mstep: Class 5 contains 39319 members 
Mstep: Class 6 contains 48333 members 
Mstep: Class 7 contains 42253 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 31881 members 
Mstep: Class 10 contains 40656 members 
Mstep: Class 11 contains 15321 members 
Mstep: Class 12 contains 37396 members 
Mstep: Class 13 contains 46026 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 42067 members 
Mstep: Class 17 contains 42872 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 21053 members 
Mstep: Class 20 contains 45909 members 
Mstep: Class 21 contains 1660 members 
Mstep: Class 22 contains 47268 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 50770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910344.000000 Penalty: 80096.007812
Iteration 54Q: 25 clusters Score -1.269103e+08 nChanged 11620
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43049 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 46438 members 
Mstep: Class 5 contains 38900 members 
Mstep: Class 6 contains 47937 members 
Mstep: Class 7 contains 42270 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 32306 members 
Mstep: Class 10 contains 40742 members 
Mstep: Class 11 contains 15078 members 
Mstep: Class 12 contains 37865 members 
Mstep: Class 13 contains 46002 members 
Mstep: Class 14 contains 49326 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 42216 members 
Mstep: Class 17 contains 43035 members 
Mstep: Class 18 contains 3500 members 
Mstep: Class 19 contains 21803 members 
Mstep: Class 20 contains 45786 members 
Mstep: Class 21 contains 1654 members 
Mstep: Class 22 contains 47130 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 50392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911920.000000 Penalty: 80096.007812
Iteration 55Q: 25 clusters Score -1.269119e+08 nChanged 10752
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42907 members 
Mstep: Class 3 contains 1146 members 
Mstep: Class 4 contains 46188 members 
Mstep: Class 5 contains 38452 members 
Mstep: Class 6 contains 47574 members 
Mstep: Class 7 contains 42208 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 32710 members 
Mstep: Class 10 contains 40912 members 
Mstep: Class 11 contains 14857 members 
Mstep: Class 12 contains 38369 members 
Mstep: Class 13 contains 45976 members 
Mstep: Class 14 contains 49405 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 42414 members 
Mstep: Class 17 contains 43215 members 
Mstep: Class 18 contains 3487 members 
Mstep: Class 19 contains 22575 members 
Mstep: Class 20 contains 45686 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 47026 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 49816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913288.000000 Penalty: 80096.007812
Iteration 56Q: 25 clusters Score -1.269133e+08 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42811 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 45930 members 
Mstep: Class 5 contains 38023 members 
Mstep: Class 6 contains 47206 members 
Mstep: Class 7 contains 42066 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 33081 members 
Mstep: Class 10 contains 41160 members 
Mstep: Class 11 contains 14682 members 
Mstep: Class 12 contains 38883 members 
Mstep: Class 13 contains 45995 members 
Mstep: Class 14 contains 49418 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 42765 members 
Mstep: Class 17 contains 43357 members 
Mstep: Class 18 contains 3475 members 
Mstep: Class 19 contains 23323 members 
Mstep: Class 20 contains 45597 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 46905 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 49103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914320.000000 Penalty: 80096.007812
Iteration 57Q: 25 clusters Score -1.269143e+08 nChanged 8782
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42713 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 4 contains 45709 members 
Mstep: Class 5 contains 37531 members 
Mstep: Class 6 contains 46861 members 
Mstep: Class 7 contains 41940 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 33402 members 
Mstep: Class 10 contains 41495 members 
Mstep: Class 11 contains 14520 members 
Mstep: Class 12 contains 39266 members 
Mstep: Class 13 contains 45988 members 
Mstep: Class 14 contains 49439 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 43195 members 
Mstep: Class 17 contains 43481 members 
Mstep: Class 18 contains 3463 members 
Mstep: Class 19 contains 24063 members 
Mstep: Class 20 contains 45496 members 
Mstep: Class 21 contains 1642 members 
Mstep: Class 22 contains 46745 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 48474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916152.000000 Penalty: 80096.007812
Iteration 58Q: 25 clusters Score -1.269162e+08 nChanged 8129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42566 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 45421 members 
Mstep: Class 5 contains 37016 members 
Mstep: Class 6 contains 46526 members 
Mstep: Class 7 contains 41806 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 33751 members 
Mstep: Class 10 contains 41873 members 
Mstep: Class 11 contains 14379 members 
Mstep: Class 12 contains 39641 members 
Mstep: Class 13 contains 45969 members 
Mstep: Class 14 contains 49409 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 43609 members 
Mstep: Class 17 contains 43556 members 
Mstep: Class 18 contains 3458 members 
Mstep: Class 19 contains 24742 members 
Mstep: Class 20 contains 45375 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 46658 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 48027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917432.000000 Penalty: 80096.007812
Iteration 59Q: 25 clusters Score -1.269174e+08 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42502 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 45180 members 
Mstep: Class 5 contains 36424 members 
Mstep: Class 6 contains 46245 members 
Mstep: Class 7 contains 41602 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 34108 members 
Mstep: Class 10 contains 42174 members 
Mstep: Class 11 contains 14251 members 
Mstep: Class 12 contains 39989 members 
Mstep: Class 13 contains 45933 members 
Mstep: Class 14 contains 49373 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 44060 members 
Mstep: Class 17 contains 43662 members 
Mstep: Class 18 contains 3455 members 
Mstep: Class 19 contains 25457 members 
Mstep: Class 20 contains 45214 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 46591 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 47562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919832.000000 Penalty: 80096.007812
Iteration 60F: 25 clusters Score -1.269198e+08 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 1149 members 
Mstep: Class 4 contains 45737 members 
Mstep: Class 5 contains 35714 members 
Mstep: Class 6 contains 46178 members 
Mstep: Class 7 contains 41322 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 34509 members 
Mstep: Class 10 contains 42308 members 
Mstep: Class 11 contains 14120 members 
Mstep: Class 12 contains 39825 members 
Mstep: Class 13 contains 45875 members 
Mstep: Class 14 contains 49094 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 44233 members 
Mstep: Class 17 contains 43716 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 26854 members 
Mstep: Class 20 contains 45014 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 46423 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 47107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920032.000000 Penalty: 80096.007812
Iteration 61Q: 25 clusters Score -1.2692e+08 nChanged 10036
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42102 members 
Mstep: Class 3 contains 1150 members 
Mstep: Class 4 contains 45924 members 
Mstep: Class 5 contains 35050 members 
Mstep: Class 6 contains 45983 members 
Mstep: Class 7 contains 41113 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 34881 members 
Mstep: Class 10 contains 42525 members 
Mstep: Class 11 contains 13986 members 
Mstep: Class 12 contains 39693 members 
Mstep: Class 13 contains 45800 members 
Mstep: Class 14 contains 48835 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 44411 members 
Mstep: Class 17 contains 43771 members 
Mstep: Class 18 contains 3447 members 
Mstep: Class 19 contains 28509 members 
Mstep: Class 20 contains 44848 members 
Mstep: Class 21 contains 1639 members 
Mstep: Class 22 contains 46294 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 46611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921912.000000 Penalty: 80096.007812
Iteration 62Q: 25 clusters Score -1.269219e+08 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41948 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 45893 members 
Mstep: Class 5 contains 34376 members 
Mstep: Class 6 contains 45668 members 
Mstep: Class 7 contains 40928 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 35320 members 
Mstep: Class 10 contains 42866 members 
Mstep: Class 11 contains 13857 members 
Mstep: Class 12 contains 39547 members 
Mstep: Class 13 contains 45751 members 
Mstep: Class 14 contains 48641 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 44659 members 
Mstep: Class 17 contains 43860 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 30269 members 
Mstep: Class 20 contains 44650 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 46099 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 46005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922560.000000 Penalty: 80096.007812
Iteration 63Q: 25 clusters Score -1.269226e+08 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41738 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 45841 members 
Mstep: Class 5 contains 33699 members 
Mstep: Class 6 contains 45227 members 
Mstep: Class 7 contains 40716 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 35759 members 
Mstep: Class 10 contains 43191 members 
Mstep: Class 11 contains 13722 members 
Mstep: Class 12 contains 39443 members 
Mstep: Class 13 contains 45748 members 
Mstep: Class 14 contains 48439 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 44738 members 
Mstep: Class 17 contains 43970 members 
Mstep: Class 18 contains 3438 members 
Mstep: Class 19 contains 32379 members 
Mstep: Class 20 contains 44476 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 45875 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 45384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923800.000000 Penalty: 80096.007812
Iteration 64Q: 25 clusters Score -1.269238e+08 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41613 members 
Mstep: Class 3 contains 1151 members 
Mstep: Class 4 contains 45732 members 
Mstep: Class 5 contains 32983 members 
Mstep: Class 6 contains 44799 members 
Mstep: Class 7 contains 40462 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 36179 members 
Mstep: Class 10 contains 43479 members 
Mstep: Class 11 contains 13590 members 
Mstep: Class 12 contains 39376 members 
Mstep: Class 13 contains 45738 members 
Mstep: Class 14 contains 48209 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 44731 members 
Mstep: Class 17 contains 44092 members 
Mstep: Class 18 contains 3429 members 
Mstep: Class 19 contains 34692 members 
Mstep: Class 20 contains 44299 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 45706 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 44675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924248.000000 Penalty: 80096.007812
Iteration 65Q: 25 clusters Score -1.269242e+08 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41403 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 45552 members 
Mstep: Class 5 contains 32310 members 
Mstep: Class 6 contains 44381 members 
Mstep: Class 7 contains 40202 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 36582 members 
Mstep: Class 10 contains 43746 members 
Mstep: Class 11 contains 13496 members 
Mstep: Class 12 contains 39325 members 
Mstep: Class 13 contains 45711 members 
Mstep: Class 14 contains 47969 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 44642 members 
Mstep: Class 17 contains 44257 members 
Mstep: Class 18 contains 3422 members 
Mstep: Class 19 contains 37118 members 
Mstep: Class 20 contains 44119 members 
Mstep: Class 21 contains 1636 members 
Mstep: Class 22 contains 45576 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 43973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925888.000000 Penalty: 80096.007812
Iteration 66Q: 25 clusters Score -1.269259e+08 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41189 members 
Mstep: Class 3 contains 1153 members 
Mstep: Class 4 contains 45372 members 
Mstep: Class 5 contains 31597 members 
Mstep: Class 6 contains 43978 members 
Mstep: Class 7 contains 39904 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 37021 members 
Mstep: Class 10 contains 43936 members 
Mstep: Class 11 contains 13407 members 
Mstep: Class 12 contains 39347 members 
Mstep: Class 13 contains 45742 members 
Mstep: Class 14 contains 47746 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 44454 members 
Mstep: Class 17 contains 44428 members 
Mstep: Class 18 contains 3412 members 
Mstep: Class 19 contains 39669 members 
Mstep: Class 20 contains 43885 members 
Mstep: Class 21 contains 1633 members 
Mstep: Class 22 contains 45392 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 43307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926640.000000 Penalty: 80096.007812
Iteration 67Q: 25 clusters Score -1.269266e+08 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41006 members 
Mstep: Class 3 contains 1153 members 
Mstep: Class 4 contains 45199 members 
Mstep: Class 5 contains 30876 members 
Mstep: Class 6 contains 43685 members 
Mstep: Class 7 contains 39593 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 37509 members 
Mstep: Class 10 contains 44030 members 
Mstep: Class 11 contains 13307 members 
Mstep: Class 12 contains 39376 members 
Mstep: Class 13 contains 45745 members 
Mstep: Class 14 contains 47573 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 44244 members 
Mstep: Class 17 contains 44616 members 
Mstep: Class 18 contains 3407 members 
Mstep: Class 19 contains 42106 members 
Mstep: Class 20 contains 43729 members 
Mstep: Class 21 contains 1630 members 
Mstep: Class 22 contains 45157 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 42631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928288.000000 Penalty: 80096.007812
Iteration 68Q: 25 clusters Score -1.269283e+08 nChanged 9992
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40902 members 
Mstep: Class 3 contains 1154 members 
Mstep: Class 4 contains 44959 members 
Mstep: Class 5 contains 30155 members 
Mstep: Class 6 contains 43520 members 
Mstep: Class 7 contains 39248 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 38077 members 
Mstep: Class 10 contains 43868 members 
Mstep: Class 11 contains 13184 members 
Mstep: Class 12 contains 39445 members 
Mstep: Class 13 contains 45734 members 
Mstep: Class 14 contains 47509 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 44133 members 
Mstep: Class 17 contains 44770 members 
Mstep: Class 18 contains 3403 members 
Mstep: Class 19 contains 44304 members 
Mstep: Class 20 contains 43589 members 
Mstep: Class 21 contains 1626 members 
Mstep: Class 22 contains 44968 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 42024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929240.000000 Penalty: 80096.007812
Iteration 69Q: 25 clusters Score -1.269292e+08 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40839 members 
Mstep: Class 3 contains 1152 members 
Mstep: Class 4 contains 44962 members 
Mstep: Class 5 contains 29410 members 
Mstep: Class 6 contains 43539 members 
Mstep: Class 7 contains 38885 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 38665 members 
Mstep: Class 10 contains 42838 members 
Mstep: Class 11 contains 13042 members 
Mstep: Class 12 contains 39528 members 
Mstep: Class 13 contains 45708 members 
Mstep: Class 14 contains 47591 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 44325 members 
Mstep: Class 17 contains 44873 members 
Mstep: Class 18 contains 3399 members 
Mstep: Class 19 contains 46246 members 
Mstep: Class 20 contains 43393 members 
Mstep: Class 21 contains 1625 members 
Mstep: Class 22 contains 44855 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 41697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930536.000000 Penalty: 80096.007812
Iteration 70Q: 25 clusters Score -1.269305e+08 nChanged 12699
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40752 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 45148 members 
Mstep: Class 5 contains 28638 members 
Mstep: Class 6 contains 43580 members 
Mstep: Class 7 contains 38427 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 39399 members 
Mstep: Class 10 contains 41207 members 
Mstep: Class 11 contains 12884 members 
Mstep: Class 12 contains 39595 members 
Mstep: Class 13 contains 45682 members 
Mstep: Class 14 contains 47773 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 44978 members 
Mstep: Class 17 contains 44943 members 
Mstep: Class 18 contains 3400 members 
Mstep: Class 19 contains 47725 members 
Mstep: Class 20 contains 43341 members 
Mstep: Class 21 contains 1623 members 
Mstep: Class 22 contains 44735 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 41595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929776.000000 Penalty: 80096.007812
Iteration 71Q: 25 clusters Score -1.269298e+08 nChanged 13084
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40663 members 
Mstep: Class 3 contains 1144 members 
Mstep: Class 4 contains 45400 members 
Mstep: Class 5 contains 27900 members 
Mstep: Class 6 contains 43631 members 
Mstep: Class 7 contains 38001 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 40265 members 
Mstep: Class 10 contains 39310 members 
Mstep: Class 11 contains 12719 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 45672 members 
Mstep: Class 14 contains 47859 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 45929 members 
Mstep: Class 17 contains 44996 members 
Mstep: Class 18 contains 3401 members 
Mstep: Class 19 contains 48641 members 
Mstep: Class 20 contains 43277 members 
Mstep: Class 21 contains 1621 members 
Mstep: Class 22 contains 44712 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 41794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927976.000000 Penalty: 80096.007812
Iteration 72Q: 25 clusters Score -1.26928e+08 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40637 members 
Mstep: Class 3 contains 1143 members 
Mstep: Class 4 contains 45611 members 
Mstep: Class 5 contains 27309 members 
Mstep: Class 6 contains 43837 members 
Mstep: Class 7 contains 37606 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 41201 members 
Mstep: Class 10 contains 37217 members 
Mstep: Class 11 contains 12573 members 
Mstep: Class 12 contains 39582 members 
Mstep: Class 13 contains 45672 members 
Mstep: Class 14 contains 48022 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 46975 members 
Mstep: Class 17 contains 45088 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 49028 members 
Mstep: Class 20 contains 43191 members 
Mstep: Class 21 contains 1620 members 
Mstep: Class 22 contains 44820 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 42042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926184.000000 Penalty: 80096.007812
Iteration 73Q: 25 clusters Score -1.269262e+08 nChanged 11864
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40650 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 45752 members 
Mstep: Class 5 contains 26732 members 
Mstep: Class 6 contains 44046 members 
Mstep: Class 7 contains 37279 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 42195 members 
Mstep: Class 10 contains 35384 members 
Mstep: Class 11 contains 12435 members 
Mstep: Class 12 contains 39510 members 
Mstep: Class 13 contains 45670 members 
Mstep: Class 14 contains 48190 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 48034 members 
Mstep: Class 17 contains 45147 members 
Mstep: Class 18 contains 3396 members 
Mstep: Class 19 contains 48929 members 
Mstep: Class 20 contains 43191 members 
Mstep: Class 21 contains 1618 members 
Mstep: Class 22 contains 44921 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 42350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924928.000000 Penalty: 80096.007812
Iteration 74Q: 25 clusters Score -1.269249e+08 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40694 members 
Mstep: Class 3 contains 1142 members 
Mstep: Class 4 contains 45862 members 
Mstep: Class 5 contains 26199 members 
Mstep: Class 6 contains 44296 members 
Mstep: Class 7 contains 37070 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 43197 members 
Mstep: Class 10 contains 33944 members 
Mstep: Class 11 contains 12327 members 
Mstep: Class 12 contains 39510 members 
Mstep: Class 13 contains 45682 members 
Mstep: Class 14 contains 48225 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 48766 members 
Mstep: Class 17 contains 45211 members 
Mstep: Class 18 contains 3393 members 
Mstep: Class 19 contains 48522 members 
Mstep: Class 20 contains 43218 members 
Mstep: Class 21 contains 1614 members 
Mstep: Class 22 contains 45004 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 42695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923704.000000 Penalty: 80096.007812
Iteration 75Q: 25 clusters Score -1.269237e+08 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40724 members 
Mstep: Class 3 contains 1140 members 
Mstep: Class 4 contains 45935 members 
Mstep: Class 5 contains 25747 members 
Mstep: Class 6 contains 44450 members 
Mstep: Class 7 contains 36886 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 44216 members 
Mstep: Class 10 contains 32778 members 
Mstep: Class 11 contains 12235 members 
Mstep: Class 12 contains 39520 members 
Mstep: Class 13 contains 45704 members 
Mstep: Class 14 contains 48232 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 49218 members 
Mstep: Class 17 contains 45232 members 
Mstep: Class 18 contains 3386 members 
Mstep: Class 19 contains 48066 members 
Mstep: Class 20 contains 43305 members 
Mstep: Class 21 contains 1613 members 
Mstep: Class 22 contains 45032 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 43152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922976.000000 Penalty: 80096.007812
Iteration 76Q: 25 clusters Score -1.26923e+08 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40818 members 
Mstep: Class 3 contains 1139 members 
Mstep: Class 4 contains 46096 members 
Mstep: Class 5 contains 25316 members 
Mstep: Class 6 contains 44552 members 
Mstep: Class 7 contains 36750 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 45192 members 
Mstep: Class 10 contains 31844 members 
Mstep: Class 11 contains 12134 members 
Mstep: Class 12 contains 39532 members 
Mstep: Class 13 contains 45749 members 
Mstep: Class 14 contains 48169 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 49434 members 
Mstep: Class 17 contains 45189 members 
Mstep: Class 18 contains 3381 members 
Mstep: Class 19 contains 47618 members 
Mstep: Class 20 contains 43362 members 
Mstep: Class 21 contains 1613 members 
Mstep: Class 22 contains 45045 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 43638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923352.000000 Penalty: 80096.007812
Iteration 77Q: 25 clusters Score -1.269234e+08 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40869 members 
Mstep: Class 3 contains 1138 members 
Mstep: Class 4 contains 46228 members 
Mstep: Class 5 contains 24875 members 
Mstep: Class 6 contains 44703 members 
Mstep: Class 7 contains 36587 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 46147 members 
Mstep: Class 10 contains 31015 members 
Mstep: Class 11 contains 12048 members 
Mstep: Class 12 contains 39533 members 
Mstep: Class 13 contains 45792 members 
Mstep: Class 14 contains 48147 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 49579 members 
Mstep: Class 17 contains 45078 members 
Mstep: Class 18 contains 3380 members 
Mstep: Class 19 contains 47213 members 
Mstep: Class 20 contains 43419 members 
Mstep: Class 21 contains 1611 members 
Mstep: Class 22 contains 45055 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 44154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923136.000000 Penalty: 80096.007812
Iteration 78Q: 25 clusters Score -1.269231e+08 nChanged 9610
Entering ConstructFrom: 
Score: -126923136.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -21600.044922 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -21600.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -20509.654297 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -20509.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20641.050781 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -20641.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20662.923828 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -20662.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20669.667969 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -20669.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20671.578125 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -20671.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20671.578125 Penalty: 2765.670898
	Iteration 5F: 3 clusters Score -20671.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Entering Unmasked Estep 
Score: -7552092.500000 Penalty: 2633.883545
	Iteration 0F: 2 clusters Score -7552092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -7524588.500000 Penalty: 5267.767090
	Iteration 0F: 3 clusters Score -7524588 nChanged 18806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -7535112.500000 Penalty: 5267.767090
	Iteration 1F: 3 clusters Score -7535112 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -7536146.000000 Penalty: 5267.767090
	Iteration 2Q: 3 clusters Score -7536146 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -7537448.000000 Penalty: 5267.767090
	Iteration 3F: 3 clusters Score -7537448 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -7539039.000000 Penalty: 5267.767090
	Iteration 4F: 3 clusters Score -7539039 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -7540805.500000 Penalty: 5267.767090
	Iteration 5F: 3 clusters Score -7540806 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -7542813.000000 Penalty: 5267.767090
	Iteration 6F: 3 clusters Score -7542813 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -7544965.000000 Penalty: 5267.767090
	Iteration 7F: 3 clusters Score -7544965 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -7546732.000000 Penalty: 5267.767090
	Iteration 8F: 3 clusters Score -7546732 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -7547818.000000 Penalty: 5267.767090
	Iteration 9Q: 3 clusters Score -7547818 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -7548490.000000 Penalty: 5267.767090
	Iteration 10Q: 3 clusters Score -7548490 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -7548953.000000 Penalty: 5267.767090
	Iteration 11Q: 3 clusters Score -7548953 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -7549264.000000 Penalty: 5267.767090
	Iteration 12Q: 3 clusters Score -7549264 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -7549484.000000 Penalty: 5267.767090
	Iteration 13Q: 3 clusters Score -7549484 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -7549636.500000 Penalty: 5267.767090
	Iteration 14Q: 3 clusters Score -7549636 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -7549773.000000 Penalty: 5267.767090
	Iteration 15Q: 3 clusters Score -7549773 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -7549881.500000 Penalty: 5267.767090
	Iteration 16Q: 3 clusters Score -7549882 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -7549941.000000 Penalty: 5267.767090
	Iteration 17Q: 3 clusters Score -7549941 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -7550037.500000 Penalty: 5267.767090
	Iteration 18Q: 3 clusters Score -7550038 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -7550091.500000 Penalty: 5267.767090
	Iteration 19Q: 3 clusters Score -7550092 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -7550178.500000 Penalty: 5267.767090
	Iteration 20F: 3 clusters Score -7550178 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -7550237.500000 Penalty: 5267.767090
	Iteration 21Q: 3 clusters Score -7550238 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -7550283.500000 Penalty: 5267.767090
	Iteration 22Q: 3 clusters Score -7550284 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -7550353.000000 Penalty: 5267.767090
	Iteration 23Q: 3 clusters Score -7550353 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -7550417.500000 Penalty: 5267.767090
	Iteration 24Q: 3 clusters Score -7550418 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -7550452.500000 Penalty: 5267.767090
	Iteration 25Q: 3 clusters Score -7550452 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -7550510.500000 Penalty: 5267.767090
	Iteration 26Q: 3 clusters Score -7550510 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -7550557.000000 Penalty: 5267.767090
	Iteration 27Q: 3 clusters Score -7550557 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -7550602.000000 Penalty: 5267.767090
	Iteration 28Q: 3 clusters Score -7550602 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -7550624.500000 Penalty: 5267.767090
	Iteration 29Q: 3 clusters Score -7550624 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -7550664.000000 Penalty: 5267.767090
	Iteration 30Q: 3 clusters Score -7550664 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -7550674.500000 Penalty: 5267.767090
	Iteration 31Q: 3 clusters Score -7550674 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -7550698.500000 Penalty: 5267.767090
	Iteration 32Q: 3 clusters Score -7550698 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -7550736.500000 Penalty: 5267.767090
	Iteration 33Q: 3 clusters Score -7550736 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -7550770.500000 Penalty: 5267.767090
	Iteration 34Q: 3 clusters Score -7550770 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -7550784.000000 Penalty: 5267.767090
	Iteration 35Q: 3 clusters Score -7550784 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -7550793.000000 Penalty: 5267.767090
	Iteration 36Q: 3 clusters Score -7550793 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -7550816.000000 Penalty: 5267.767090
	Iteration 37Q: 3 clusters Score -7550816 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -7550843.500000 Penalty: 5267.767090
	Iteration 38Q: 3 clusters Score -7550844 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -7550883.500000 Penalty: 5267.767090
	Iteration 39Q: 3 clusters Score -7550884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -7550892.000000 Penalty: 5267.767090
	Iteration 40F: 3 clusters Score -7550892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -7550884.000000 Penalty: 5267.767090
	Iteration 41Q: 3 clusters Score -7550884 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -7550894.500000 Penalty: 5267.767090
	Iteration 42Q: 3 clusters Score -7550894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -7550895.000000 Penalty: 5267.767090
	Iteration 43Q: 3 clusters Score -7550895 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -7550896.500000 Penalty: 5267.767090
	Iteration 44Q: 3 clusters Score -7550896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -7550911.000000 Penalty: 5267.767090
	Iteration 45Q: 3 clusters Score -7550911 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -7550916.000000 Penalty: 5267.767090
	Iteration 46Q: 3 clusters Score -7550916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -7550916.000000 Penalty: 5267.767090
	Iteration 47Q: 3 clusters Score -7550916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -7550912.500000 Penalty: 5267.767090
	Iteration 48Q: 3 clusters Score -7550912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -7550934.000000 Penalty: 5267.767090
	Iteration 49Q: 3 clusters Score -7550934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -7550933.500000 Penalty: 5267.767090
	Iteration 50Q: 3 clusters Score -7550934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -7550925.500000 Penalty: 5267.767090
	Iteration 51Q: 3 clusters Score -7550926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -7550941.500000 Penalty: 5267.767090
	Iteration 52Q: 3 clusters Score -7550942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -7550950.500000 Penalty: 5267.767090
	Iteration 53Q: 3 clusters Score -7550950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -7550957.500000 Penalty: 5267.767090
	Iteration 54Q: 3 clusters Score -7550958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -7550960.500000 Penalty: 5267.767090
	Iteration 55Q: 3 clusters Score -7550960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -7550962.500000 Penalty: 5267.767090
	Iteration 56Q: 3 clusters Score -7550962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -7550959.000000 Penalty: 5267.767090
	Iteration 57Q: 3 clusters Score -7550959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -7550953.500000 Penalty: 5267.767090
	Iteration 58Q: 3 clusters Score -7550954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -7550951.500000 Penalty: 5267.767090
	Iteration 59Q: 3 clusters Score -7550952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -7550955.500000 Penalty: 5267.767090
	Iteration 60F: 3 clusters Score -7550956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -7550971.000000 Penalty: 5267.767090
	Iteration 61Q: 3 clusters Score -7550971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -7550976.000000 Penalty: 5267.767090
	Iteration 62Q: 3 clusters Score -7550976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -7550982.000000 Penalty: 5267.767090
	Iteration 63Q: 3 clusters Score -7550982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -7550974.500000 Penalty: 5267.767090
	Iteration 64Q: 3 clusters Score -7550974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -7550987.500000 Penalty: 5267.767090
	Iteration 65Q: 3 clusters Score -7550988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -7550985.500000 Penalty: 5267.767090
	Iteration 66Q: 3 clusters Score -7550986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -7550983.500000 Penalty: 5267.767090
	Iteration 67Q: 3 clusters Score -7550984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -7550984.000000 Penalty: 5267.767090
	Iteration 68Q: 3 clusters Score -7550984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7550989.000000 Penalty: 5267.767090
	Iteration 69Q: 3 clusters Score -7550989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -7550988.500000 Penalty: 5267.767090
	Iteration 70Q: 3 clusters Score -7550988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -7550989.000000 Penalty: 5267.767090
	Iteration 71Q: 3 clusters Score -7550989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -7550992.000000 Penalty: 5267.767090
	Iteration 72Q: 3 clusters Score -7550992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -7550992.000000 Penalty: 5267.767090
	Iteration 73Q: 3 clusters Score -7550992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -7550986.000000 Penalty: 5267.767090
	Iteration 74Q: 3 clusters Score -7550986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -7550992.000000 Penalty: 5267.767090
	Iteration 75Q: 3 clusters Score -7550992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -7550995.000000 Penalty: 5267.767090
	Iteration 76Q: 3 clusters Score -7550995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -7550998.500000 Penalty: 5267.767090
	Iteration 77Q: 3 clusters Score -7550998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -7551006.500000 Penalty: 5267.767090
	Iteration 78Q: 3 clusters Score -7551006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -7550992.000000 Penalty: 5267.767090
	Iteration 79Q: 3 clusters Score -7550992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -7550989.500000 Penalty: 5267.767090
	Iteration 80F: 3 clusters Score -7550990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -7550988.000000 Penalty: 5267.767090
	Iteration 81Q: 3 clusters Score -7550988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -7550991.500000 Penalty: 5267.767090
	Iteration 82Q: 3 clusters Score -7550992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -7550989.000000 Penalty: 5267.767090
	Iteration 83Q: 3 clusters Score -7550989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -7550997.500000 Penalty: 5267.767090
	Iteration 84Q: 3 clusters Score -7550998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -7550994.500000 Penalty: 5267.767090
	Iteration 85Q: 3 clusters Score -7550994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -7551000.500000 Penalty: 5267.767090
	Iteration 86Q: 3 clusters Score -7551000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -7551006.500000 Penalty: 5267.767090
	Iteration 87Q: 3 clusters Score -7551006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -7550999.000000 Penalty: 5267.767090
	Iteration 88Q: 3 clusters Score -7550999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -7551008.000000 Penalty: 5267.767090
	Iteration 89Q: 3 clusters Score -7551008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -7550998.500000 Penalty: 5267.767090
	Iteration 90Q: 3 clusters Score -7550998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -7551003.000000 Penalty: 5267.767090
	Iteration 91Q: 3 clusters Score -7551003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -7551006.000000 Penalty: 5267.767090
	Iteration 92Q: 3 clusters Score -7551006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -7551010.500000 Penalty: 5267.767090
	Iteration 93Q: 3 clusters Score -7551010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -7551006.500000 Penalty: 5267.767090
	Iteration 94Q: 3 clusters Score -7551006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -7551012.500000 Penalty: 5267.767090
	Iteration 95Q: 3 clusters Score -7551012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -7551009.500000 Penalty: 5267.767090
	Iteration 96Q: 3 clusters Score -7551010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -7551017.000000 Penalty: 5267.767090
	Iteration 97Q: 3 clusters Score -7551017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -7551007.500000 Penalty: 5267.767090
	Iteration 98Q: 3 clusters Score -7551008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -7551008.500000 Penalty: 5267.767090
	Iteration 99Q: 3 clusters Score -7551008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -7551012.500000 Penalty: 5267.767090
	Iteration 100F: 3 clusters Score -7551012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -7551016.500000 Penalty: 5267.767090
	Iteration 101Q: 3 clusters Score -7551016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -7551015.500000 Penalty: 5267.767090
	Iteration 102Q: 3 clusters Score -7551016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -7551008.500000 Penalty: 5267.767090
	Iteration 103Q: 3 clusters Score -7551008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -7551017.000000 Penalty: 5267.767090
	Iteration 104Q: 3 clusters Score -7551017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -7551019.000000 Penalty: 5267.767090
	Iteration 105Q: 3 clusters Score -7551019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -7551017.500000 Penalty: 5267.767090
	Iteration 106Q: 3 clusters Score -7551018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -7551017.500000 Penalty: 5267.767090
	Iteration 107F: 3 clusters Score -7551018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -197639.484375 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -197639.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -195671.406250 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -195671.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -196215.906250 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -196215.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -196630.234375 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -196630.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -196988.343750 Penalty: 3489.929688
	Iteration 3F: 3 clusters Score -196988.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -197248.875000 Penalty: 3489.929688
	Iteration 4F: 3 clusters Score -197248.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -197400.343750 Penalty: 3489.929688
	Iteration 5F: 3 clusters Score -197400.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -197527.828125 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -197527.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -197591.562500 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -197591.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -197625.453125 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -197625.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -197655.031250 Penalty: 3489.929688
	Iteration 9Q: 3 clusters Score -197655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -197677.406250 Penalty: 3489.929688
	Iteration 10Q: 3 clusters Score -197677.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -197693.921875 Penalty: 3489.929688
	Iteration 11Q: 3 clusters Score -197693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -197702.937500 Penalty: 3489.929688
	Iteration 12Q: 3 clusters Score -197702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -197702.937500 Penalty: 3489.929688
	Iteration 13F: 3 clusters Score -197702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40966 members 
Mstep: Class 3 contains 908 members 
Mstep: Class 4 contains 46398 members 
Mstep: Class 5 contains 24444 members 
Mstep: Class 6 contains 44837 members 
Mstep: Class 7 contains 36407 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 47047 members 
Mstep: Class 10 contains 30387 members 
Mstep: Class 11 contains 11942 members 
Mstep: Class 12 contains 39554 members 
Mstep: Class 13 contains 45803 members 
Mstep: Class 14 contains 48144 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 49629 members 
Mstep: Class 17 contains 44878 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 46812 members 
Mstep: Class 20 contains 43477 members 
Mstep: Class 21 contains 1610 members 
Mstep: Class 22 contains 45083 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 44638 members 
Mstep: Class 25 contains 229 members 
Entering Unmasked Estep 
Score: -126920816.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126923136.000000 to -126920816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (46398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Entering Unmasked Estep 
Score: -8682570.000000 Penalty: 2664.762695
	Iteration 0F: 2 clusters Score -8682570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8653144 nChanged 21214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8664876 nChanged 1872
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8665376 nChanged 1825
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8665908 nChanged 1877
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8666529 nChanged 2058
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8667316 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8668398 nChanged 2471
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8669707 nChanged 2737
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8671476 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -8673304.000000 Penalty: 5329.525391
	Iteration 9F: 3 clusters Score -8673304 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8674604 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -8675176.000000 Penalty: 5329.525391
	Iteration 11Q: 3 clusters Score -8675176 nChanged 1186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8675434 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8675621 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8675749 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8675895 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8675976 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -8676043.000000 Penalty: 5329.525391
	Iteration 17Q: 3 clusters Score -8676043 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8676085 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -8676121.000000 Penalty: 5329.525391
	Iteration 19Q: 3 clusters Score -8676121 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -8676172.000000 Penalty: 5329.525391
	Iteration 20F: 3 clusters Score -8676172 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -8676196.000000 Penalty: 5329.525391
	Iteration 21Q: 3 clusters Score -8676196 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -8676208.000000 Penalty: 5329.525391
	Iteration 22Q: 3 clusters Score -8676208 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -8676236.000000 Penalty: 5329.525391
	Iteration 23Q: 3 clusters Score -8676236 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8676257 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8676277 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8676284 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8676320 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8676336 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -8676426.000000 Penalty: 5329.525391
	Iteration 29Q: 3 clusters Score -8676426 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -8676454.000000 Penalty: 5329.525391
	Iteration 30Q: 3 clusters Score -8676454 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -8676483.000000 Penalty: 5329.525391
	Iteration 31Q: 3 clusters Score -8676483 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -8676514.000000 Penalty: 5329.525391
	Iteration 32Q: 3 clusters Score -8676514 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -8676553.000000 Penalty: 5329.525391
	Iteration 33Q: 3 clusters Score -8676553 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8676596 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -8676645.000000 Penalty: 5329.525391
	Iteration 35Q: 3 clusters Score -8676645 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -8676709.000000 Penalty: 5329.525391
	Iteration 36Q: 3 clusters Score -8676709 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -8676745.000000 Penalty: 5329.525391
	Iteration 37Q: 3 clusters Score -8676745 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -8676832.000000 Penalty: 5329.525391
	Iteration 38Q: 3 clusters Score -8676832 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -8676877.000000 Penalty: 5329.525391
	Iteration 39Q: 3 clusters Score -8676877 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -8676956.000000 Penalty: 5329.525391
	Iteration 40F: 3 clusters Score -8676956 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -8677056.000000 Penalty: 5329.525391
	Iteration 41Q: 3 clusters Score -8677056 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -8677141.000000 Penalty: 5329.525391
	Iteration 42Q: 3 clusters Score -8677141 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -8677238.000000 Penalty: 5329.525391
	Iteration 43Q: 3 clusters Score -8677238 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -8677388.000000 Penalty: 5329.525391
	Iteration 44Q: 3 clusters Score -8677388 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -8677449.000000 Penalty: 5329.525391
	Iteration 45Q: 3 clusters Score -8677449 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -8677619.000000 Penalty: 5329.525391
	Iteration 46Q: 3 clusters Score -8677619 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -8677751.000000 Penalty: 5329.525391
	Iteration 47Q: 3 clusters Score -8677751 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -8677976.000000 Penalty: 5329.525391
	Iteration 48Q: 3 clusters Score -8677976 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -8678095.000000 Penalty: 5329.525391
	Iteration 49Q: 3 clusters Score -8678095 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -8678266.000000 Penalty: 5329.525391
	Iteration 50Q: 3 clusters Score -8678266 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -8678502.000000 Penalty: 5329.525391
	Iteration 51Q: 3 clusters Score -8678502 nChanged 791
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8678909 nChanged 701
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8679145 nChanged 582
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8679546 nChanged 505
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8679812 nChanged 390
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8680011 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8680150 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8680198 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8680242.000000 Penalty: 5329.525391
	Iteration 59Q: 3 clusters Score -8680242 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8680270.000000 Penalty: 5329.525391
	Iteration 60F: 3 clusters Score -8680270 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8680321.000000 Penalty: 5329.525391
	Iteration 61Q: 3 clusters Score -8680321 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8680334.000000 Penalty: 5329.525391
	Iteration 62Q: 3 clusters Score -8680334 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8680360.000000 Penalty: 5329.525391
	Iteration 63Q: 3 clusters Score -8680360 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8680381.000000 Penalty: 5329.525391
	Iteration 64Q: 3 clusters Score -8680381 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8680409.000000 Penalty: 5329.525391
	Iteration 65Q: 3 clusters Score -8680409 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8680435.000000 Penalty: 5329.525391
	Iteration 66Q: 3 clusters Score -8680435 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8680477 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8680477 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8680488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8680518.000000 Penalty: 5329.525391
	Iteration 70Q: 3 clusters Score -8680518 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8680513.000000 Penalty: 5329.525391
	Iteration 71Q: 3 clusters Score -8680513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8680527.000000 Penalty: 5329.525391
	Iteration 72Q: 3 clusters Score -8680527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8680547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8680537.000000 Penalty: 5329.525391
	Iteration 74Q: 3 clusters Score -8680537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8680552.000000 Penalty: 5329.525391
	Iteration 75Q: 3 clusters Score -8680552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8680553.000000 Penalty: 5329.525391
	Iteration 76Q: 3 clusters Score -8680553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8680557.000000 Penalty: 5329.525391
	Iteration 77Q: 3 clusters Score -8680557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8680558 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
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	Iteration 79F: 3 clusters Score -8680558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24444 members 
Entering Unmasked Estep 
Score: -4499416.500000 Penalty: 2505.826904
	Iteration 0F: 2 clusters Score -4499416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -4482509.500000 Penalty: 5011.653809
	Iteration 0F: 3 clusters Score -4482510 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -4488335.000000 Penalty: 5011.653809
	Iteration 1F: 3 clusters Score -4488335 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -4488814 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -4489325.500000 Penalty: 5011.653809
	Iteration 3Q: 3 clusters Score -4489326 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -4489900.000000 Penalty: 5011.653809
	Iteration 4Q: 3 clusters Score -4489900 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -4490550.000000 Penalty: 5011.653809
	Iteration 5Q: 3 clusters Score -4490550 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -4491346.000000 Penalty: 5011.653809
	Iteration 6Q: 3 clusters Score -4491346 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -4492264.500000 Penalty: 5011.653809
	Iteration 7F: 3 clusters Score -4492264 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -4493158.000000 Penalty: 5011.653809
	Iteration 8F: 3 clusters Score -4493158 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -4493982.000000 Penalty: 5011.653809
	Iteration 9Q: 3 clusters Score -4493982 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4494660.000000 Penalty: 5011.653809
	Iteration 10Q: 3 clusters Score -4494660 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -4495127.500000 Penalty: 5011.653809
	Iteration 11Q: 3 clusters Score -4495128 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -4495451.500000 Penalty: 5011.653809
	Iteration 12Q: 3 clusters Score -4495452 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -4495670.000000 Penalty: 5011.653809
	Iteration 13Q: 3 clusters Score -4495670 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -4495811.000000 Penalty: 5011.653809
	Iteration 14Q: 3 clusters Score -4495811 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -4495973.500000 Penalty: 5011.653809
	Iteration 15Q: 3 clusters Score -4495974 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -4496097.500000 Penalty: 5011.653809
	Iteration 16Q: 3 clusters Score -4496098 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -4496195.000000 Penalty: 5011.653809
	Iteration 17Q: 3 clusters Score -4496195 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -4496328.000000 Penalty: 5011.653809
	Iteration 18Q: 3 clusters Score -4496328 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -4496440.500000 Penalty: 5011.653809
	Iteration 19Q: 3 clusters Score -4496440 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -4496526.500000 Penalty: 5011.653809
	Iteration 20F: 3 clusters Score -4496526 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -4496607.500000 Penalty: 5011.653809
	Iteration 21Q: 3 clusters Score -4496608 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -4496696.000000 Penalty: 5011.653809
	Iteration 22Q: 3 clusters Score -4496696 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -4496749.500000 Penalty: 5011.653809
	Iteration 23Q: 3 clusters Score -4496750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4496793.000000 Penalty: 5011.653809
	Iteration 24Q: 3 clusters Score -4496793 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -4496851.500000 Penalty: 5011.653809
	Iteration 25Q: 3 clusters Score -4496852 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -4496891.500000 Penalty: 5011.653809
	Iteration 26Q: 3 clusters Score -4496892 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -4496938.500000 Penalty: 5011.653809
	Iteration 27Q: 3 clusters Score -4496938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -4496978.000000 Penalty: 5011.653809
	Iteration 28Q: 3 clusters Score -4496978 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -4497008.500000 Penalty: 5011.653809
	Iteration 29Q: 3 clusters Score -4497008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -4497035.500000 Penalty: 5011.653809
	Iteration 30Q: 3 clusters Score -4497036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4497057.500000 Penalty: 5011.653809
	Iteration 31Q: 3 clusters Score -4497058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -4497079.500000 Penalty: 5011.653809
	Iteration 32Q: 3 clusters Score -4497080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -4497098.500000 Penalty: 5011.653809
	Iteration 33Q: 3 clusters Score -4497098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -4497113.000000 Penalty: 5011.653809
	Iteration 34Q: 3 clusters Score -4497113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -4497128.500000 Penalty: 5011.653809
	Iteration 35Q: 3 clusters Score -4497128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -4497137.000000 Penalty: 5011.653809
	Iteration 36Q: 3 clusters Score -4497137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -4497151.000000 Penalty: 5011.653809
	Iteration 37Q: 3 clusters Score -4497151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -4497159.000000 Penalty: 5011.653809
	Iteration 38Q: 3 clusters Score -4497159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4497166.000000 Penalty: 5011.653809
	Iteration 39Q: 3 clusters Score -4497166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4497178.500000 Penalty: 5011.653809
	Iteration 40F: 3 clusters Score -4497178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -4497184.000000 Penalty: 5011.653809
	Iteration 41Q: 3 clusters Score -4497184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -4497196.000000 Penalty: 5011.653809
	Iteration 42Q: 3 clusters Score -4497196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -4497204.500000 Penalty: 5011.653809
	Iteration 43Q: 3 clusters Score -4497204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -4497204.000000 Penalty: 5011.653809
	Iteration 44Q: 3 clusters Score -4497204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4497204.500000 Penalty: 5011.653809
	Iteration 45Q: 3 clusters Score -4497204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -4497203.000000 Penalty: 5011.653809
	Iteration 46Q: 3 clusters Score -4497203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -4497208.000000 Penalty: 5011.653809
	Iteration 47Q: 3 clusters Score -4497208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -4497214.000000 Penalty: 5011.653809
	Iteration 48Q: 3 clusters Score -4497214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -4497213.000000 Penalty: 5011.653809
	Iteration 49Q: 3 clusters Score -4497213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -4497211.000000 Penalty: 5011.653809
	Iteration 50Q: 3 clusters Score -4497211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -4497212.000000 Penalty: 5011.653809
	Iteration 51Q: 3 clusters Score -4497212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -4497212.000000 Penalty: 5011.653809
	Iteration 52F: 3 clusters Score -4497212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Entering Unmasked Estep 
Score: -8254100.500000 Penalty: 2656.275635
	Iteration 0F: 2 clusters Score -8254100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -8224913.500000 Penalty: 5312.551270
	Iteration 0F: 3 clusters Score -8224914 nChanged 20543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -8236255.000000 Penalty: 5312.551270
	Iteration 1F: 3 clusters Score -8236255 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -8236756.500000 Penalty: 5312.551270
	Iteration 2Q: 3 clusters Score -8236756 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -8237241.500000 Penalty: 5312.551270
	Iteration 3Q: 3 clusters Score -8237242 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -8237881.500000 Penalty: 5312.551270
	Iteration 4Q: 3 clusters Score -8237882 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -8238711.000000 Penalty: 5312.551270
	Iteration 5Q: 3 clusters Score -8238711 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -8239795.500000 Penalty: 5312.551270
	Iteration 6Q: 3 clusters Score -8239796 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -8241398.500000 Penalty: 5312.551270
	Iteration 7F: 3 clusters Score -8241398 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -8243614.500000 Penalty: 5312.551270
	Iteration 8F: 3 clusters Score -8243614 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -8246191.000000 Penalty: 5312.551270
	Iteration 9F: 3 clusters Score -8246191 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -8248559.500000 Penalty: 5312.551270
	Iteration 10F: 3 clusters Score -8248560 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -8250225.000000 Penalty: 5312.551270
	Iteration 11Q: 3 clusters Score -8250225 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -8250977.000000 Penalty: 5312.551270
	Iteration 12Q: 3 clusters Score -8250977 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -8251320.000000 Penalty: 5312.551270
	Iteration 13Q: 3 clusters Score -8251320 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -8251544.000000 Penalty: 5312.551270
	Iteration 14Q: 3 clusters Score -8251544 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -8251655.000000 Penalty: 5312.551270
	Iteration 15Q: 3 clusters Score -8251655 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -8251705.500000 Penalty: 5312.551270
	Iteration 16Q: 3 clusters Score -8251706 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -8251749.500000 Penalty: 5312.551270
	Iteration 17Q: 3 clusters Score -8251750 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -8251823.500000 Penalty: 5312.551270
	Iteration 18Q: 3 clusters Score -8251824 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -8251882.500000 Penalty: 5312.551270
	Iteration 19Q: 3 clusters Score -8251882 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -8251964.500000 Penalty: 5312.551270
	Iteration 20F: 3 clusters Score -8251964 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -8251994.500000 Penalty: 5312.551270
	Iteration 21Q: 3 clusters Score -8251994 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -8252009.000000 Penalty: 5312.551270
	Iteration 22Q: 3 clusters Score -8252009 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -8252003.000000 Penalty: 5312.551270
	Iteration 23Q: 3 clusters Score -8252003 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -8252025.500000 Penalty: 5312.551270
	Iteration 24Q: 3 clusters Score -8252026 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -8252062.000000 Penalty: 5312.551270
	Iteration 25Q: 3 clusters Score -8252062 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -8252098.000000 Penalty: 5312.551270
	Iteration 26Q: 3 clusters Score -8252098 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -8252137.500000 Penalty: 5312.551270
	Iteration 27Q: 3 clusters Score -8252138 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -8252164.000000 Penalty: 5312.551270
	Iteration 28Q: 3 clusters Score -8252164 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -8252169.500000 Penalty: 5312.551270
	Iteration 29Q: 3 clusters Score -8252170 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -8252199.000000 Penalty: 5312.551270
	Iteration 30Q: 3 clusters Score -8252199 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -8252239.500000 Penalty: 5312.551270
	Iteration 31Q: 3 clusters Score -8252240 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -8252260.000000 Penalty: 5312.551270
	Iteration 32Q: 3 clusters Score -8252260 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -8252295.000000 Penalty: 5312.551270
	Iteration 33Q: 3 clusters Score -8252295 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -8252328.500000 Penalty: 5312.551270
	Iteration 34Q: 3 clusters Score -8252328 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -8252365.000000 Penalty: 5312.551270
	Iteration 35Q: 3 clusters Score -8252365 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -8252380.500000 Penalty: 5312.551270
	Iteration 36Q: 3 clusters Score -8252380 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -8252412.500000 Penalty: 5312.551270
	Iteration 37Q: 3 clusters Score -8252412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -8252435.000000 Penalty: 5312.551270
	Iteration 38Q: 3 clusters Score -8252435 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -8252428.500000 Penalty: 5312.551270
	Iteration 39Q: 3 clusters Score -8252428 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -8252459.000000 Penalty: 5312.551270
	Iteration 40F: 3 clusters Score -8252459 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -8252474.500000 Penalty: 5312.551270
	Iteration 41Q: 3 clusters Score -8252474 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -8252481.000000 Penalty: 5312.551270
	Iteration 42Q: 3 clusters Score -8252481 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -8252472.000000 Penalty: 5312.551270
	Iteration 43Q: 3 clusters Score -8252472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -8252474.000000 Penalty: 5312.551270
	Iteration 44Q: 3 clusters Score -8252474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -8252474.500000 Penalty: 5312.551270
	Iteration 45Q: 3 clusters Score -8252474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -8252483.000000 Penalty: 5312.551270
	Iteration 46Q: 3 clusters Score -8252483 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -8252497.000000 Penalty: 5312.551270
	Iteration 47Q: 3 clusters Score -8252497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -8252499.000000 Penalty: 5312.551270
	Iteration 48Q: 3 clusters Score -8252499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -8252531.000000 Penalty: 5312.551270
	Iteration 49Q: 3 clusters Score -8252531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -8252522.000000 Penalty: 5312.551270
	Iteration 50Q: 3 clusters Score -8252522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -8252535.500000 Penalty: 5312.551270
	Iteration 51Q: 3 clusters Score -8252536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -8252534.000000 Penalty: 5312.551270
	Iteration 52Q: 3 clusters Score -8252534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -8252550.000000 Penalty: 5312.551270
	Iteration 53Q: 3 clusters Score -8252550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -8252536.000000 Penalty: 5312.551270
	Iteration 54Q: 3 clusters Score -8252536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -8252554.000000 Penalty: 5312.551270
	Iteration 55Q: 3 clusters Score -8252554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -8252566.000000 Penalty: 5312.551270
	Iteration 56Q: 3 clusters Score -8252566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -8252559.500000 Penalty: 5312.551270
	Iteration 57Q: 3 clusters Score -8252560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -8252577.000000 Penalty: 5312.551270
	Iteration 58Q: 3 clusters Score -8252577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -8252564.000000 Penalty: 5312.551270
	Iteration 59Q: 3 clusters Score -8252564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -8252561.000000 Penalty: 5312.551270
	Iteration 60F: 3 clusters Score -8252561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -8252559.000000 Penalty: 5312.551270
	Iteration 61Q: 3 clusters Score -8252559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -8252561.500000 Penalty: 5312.551270
	Iteration 62Q: 3 clusters Score -8252562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -8252559.000000 Penalty: 5312.551270
	Iteration 63Q: 3 clusters Score -8252559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -8252564.500000 Penalty: 5312.551270
	Iteration 64Q: 3 clusters Score -8252564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -8252564.500000 Penalty: 5312.551270
	Iteration 65Q: 3 clusters Score -8252564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -8252571.000000 Penalty: 5312.551270
	Iteration 66Q: 3 clusters Score -8252571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -8252569.500000 Penalty: 5312.551270
	Iteration 67Q: 3 clusters Score -8252570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -8252566.000000 Penalty: 5312.551270
	Iteration 68Q: 3 clusters Score -8252566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -8252565.500000 Penalty: 5312.551270
	Iteration 69Q: 3 clusters Score -8252566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -8252565.500000 Penalty: 5312.551270
	Iteration 70Q: 3 clusters Score -8252566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -8252559.000000 Penalty: 5312.551270
	Iteration 71Q: 3 clusters Score -8252559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -8252563.000000 Penalty: 5312.551270
	Iteration 72Q: 3 clusters Score -8252563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -8252561.500000 Penalty: 5312.551270
	Iteration 73Q: 3 clusters Score -8252562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -8252561.500000 Penalty: 5312.551270
	Iteration 74F: 3 clusters Score -8252562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Entering Unmasked Estep 
Score: -6709223.500000 Penalty: 2604.624268
	Iteration 0F: 2 clusters Score -6709224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -6684509.000000 Penalty: 5209.248535
	Iteration 0F: 3 clusters Score -6684509 nChanged 16580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -6693648.000000 Penalty: 5209.248535
	Iteration 1F: 3 clusters Score -6693648 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -6694253.500000 Penalty: 5209.248535
	Iteration 2Q: 3 clusters Score -6694254 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -6694962.000000 Penalty: 5209.248535
	Iteration 3Q: 3 clusters Score -6694962 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -6695774.000000 Penalty: 5209.248535
	Iteration 4Q: 3 clusters Score -6695774 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -6696574.500000 Penalty: 5209.248535
	Iteration 5Q: 3 clusters Score -6696574 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -6697339.500000 Penalty: 5209.248535
	Iteration 6Q: 3 clusters Score -6697340 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -6698125.500000 Penalty: 5209.248535
	Iteration 7Q: 3 clusters Score -6698126 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -6698930.000000 Penalty: 5209.248535
	Iteration 8Q: 3 clusters Score -6698930 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -6699803.500000 Penalty: 5209.248535
	Iteration 9Q: 3 clusters Score -6699804 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -6700642.000000 Penalty: 5209.248535
	Iteration 10Q: 3 clusters Score -6700642 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -6701437.000000 Penalty: 5209.248535
	Iteration 11Q: 3 clusters Score -6701437 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -6702169.500000 Penalty: 5209.248535
	Iteration 12Q: 3 clusters Score -6702170 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -6702563.000000 Penalty: 5209.248535
	Iteration 13Q: 3 clusters Score -6702563 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -6702755.500000 Penalty: 5209.248535
	Iteration 14Q: 3 clusters Score -6702756 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -6702893.000000 Penalty: 5209.248535
	Iteration 15Q: 3 clusters Score -6702893 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -6702954.000000 Penalty: 5209.248535
	Iteration 16Q: 3 clusters Score -6702954 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -6703013.500000 Penalty: 5209.248535
	Iteration 17Q: 3 clusters Score -6703014 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -6703066.500000 Penalty: 5209.248535
	Iteration 18Q: 3 clusters Score -6703066 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -6703063.500000 Penalty: 5209.248535
	Iteration 19Q: 3 clusters Score -6703064 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -6703102.000000 Penalty: 5209.248535
	Iteration 20F: 3 clusters Score -6703102 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -6703117.000000 Penalty: 5209.248535
	Iteration 21Q: 3 clusters Score -6703117 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -6703156.000000 Penalty: 5209.248535
	Iteration 22Q: 3 clusters Score -6703156 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -6703189.500000 Penalty: 5209.248535
	Iteration 23Q: 3 clusters Score -6703190 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -6703220.500000 Penalty: 5209.248535
	Iteration 24Q: 3 clusters Score -6703220 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -6703234.500000 Penalty: 5209.248535
	Iteration 25Q: 3 clusters Score -6703234 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -6703244.500000 Penalty: 5209.248535
	Iteration 26Q: 3 clusters Score -6703244 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -6703246.500000 Penalty: 5209.248535
	Iteration 27Q: 3 clusters Score -6703246 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -6703257.500000 Penalty: 5209.248535
	Iteration 28Q: 3 clusters Score -6703258 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -6703270.000000 Penalty: 5209.248535
	Iteration 29Q: 3 clusters Score -6703270 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -6703270.000000 Penalty: 5209.248535
	Iteration 30Q: 3 clusters Score -6703270 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -6703280.500000 Penalty: 5209.248535
	Iteration 31Q: 3 clusters Score -6703280 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -6703293.500000 Penalty: 5209.248535
	Iteration 32Q: 3 clusters Score -6703294 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -6703321.500000 Penalty: 5209.248535
	Iteration 33Q: 3 clusters Score -6703322 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -6703318.000000 Penalty: 5209.248535
	Iteration 34Q: 3 clusters Score -6703318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -6703321.500000 Penalty: 5209.248535
	Iteration 35Q: 3 clusters Score -6703322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -6703321.500000 Penalty: 5209.248535
	Iteration 36Q: 3 clusters Score -6703322 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -6703342.000000 Penalty: 5209.248535
	Iteration 37Q: 3 clusters Score -6703342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -6703336.000000 Penalty: 5209.248535
	Iteration 38Q: 3 clusters Score -6703336 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -6703324.000000 Penalty: 5209.248535
	Iteration 39Q: 3 clusters Score -6703324 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -6703320.500000 Penalty: 5209.248535
	Iteration 40F: 3 clusters Score -6703320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -6703336.000000 Penalty: 5209.248535
	Iteration 41Q: 3 clusters Score -6703336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -6703352.500000 Penalty: 5209.248535
	Iteration 42Q: 3 clusters Score -6703352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -6703343.500000 Penalty: 5209.248535
	Iteration 43Q: 3 clusters Score -6703344 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -6703356.500000 Penalty: 5209.248535
	Iteration 44Q: 3 clusters Score -6703356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -6703353.000000 Penalty: 5209.248535
	Iteration 45Q: 3 clusters Score -6703353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -6703352.000000 Penalty: 5209.248535
	Iteration 46Q: 3 clusters Score -6703352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -6703353.000000 Penalty: 5209.248535
	Iteration 47Q: 3 clusters Score -6703353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -6703333.000000 Penalty: 5209.248535
	Iteration 48Q: 3 clusters Score -6703333 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -6703339.000000 Penalty: 5209.248535
	Iteration 49Q: 3 clusters Score -6703339 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -6703351.500000 Penalty: 5209.248535
	Iteration 50Q: 3 clusters Score -6703352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -6703365.500000 Penalty: 5209.248535
	Iteration 51Q: 3 clusters Score -6703366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -6703377.000000 Penalty: 5209.248535
	Iteration 52Q: 3 clusters Score -6703377 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -6703370.500000 Penalty: 5209.248535
	Iteration 53Q: 3 clusters Score -6703370 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -6703375.000000 Penalty: 5209.248535
	Iteration 54Q: 3 clusters Score -6703375 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -6703385.500000 Penalty: 5209.248535
	Iteration 55Q: 3 clusters Score -6703386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -6703395.500000 Penalty: 5209.248535
	Iteration 56Q: 3 clusters Score -6703396 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -6703415.000000 Penalty: 5209.248535
	Iteration 57Q: 3 clusters Score -6703415 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -6703424.500000 Penalty: 5209.248535
	Iteration 58Q: 3 clusters Score -6703424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -6703416.000000 Penalty: 5209.248535
	Iteration 59Q: 3 clusters Score -6703416 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -6703425.000000 Penalty: 5209.248535
	Iteration 60F: 3 clusters Score -6703425 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -6703411.000000 Penalty: 5209.248535
	Iteration 61Q: 3 clusters Score -6703411 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -6703424.000000 Penalty: 5209.248535
	Iteration 62Q: 3 clusters Score -6703424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -6703442.500000 Penalty: 5209.248535
	Iteration 63Q: 3 clusters Score -6703442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -6703453.000000 Penalty: 5209.248535
	Iteration 64Q: 3 clusters Score -6703453 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -6703452.000000 Penalty: 5209.248535
	Iteration 65Q: 3 clusters Score -6703452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -6703455.000000 Penalty: 5209.248535
	Iteration 66Q: 3 clusters Score -6703455 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -6703470.000000 Penalty: 5209.248535
	Iteration 67Q: 3 clusters Score -6703470 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -6703471.500000 Penalty: 5209.248535
	Iteration 68Q: 3 clusters Score -6703472 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -6703476.000000 Penalty: 5209.248535
	Iteration 69Q: 3 clusters Score -6703476 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -6703483.500000 Penalty: 5209.248535
	Iteration 70Q: 3 clusters Score -6703484 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -6703483.000000 Penalty: 5209.248535
	Iteration 71Q: 3 clusters Score -6703483 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -6703498.000000 Penalty: 5209.248535
	Iteration 72Q: 3 clusters Score -6703498 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -6703491.500000 Penalty: 5209.248535
	Iteration 73Q: 3 clusters Score -6703492 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -6703489.000000 Penalty: 5209.248535
	Iteration 74Q: 3 clusters Score -6703489 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -6703500.000000 Penalty: 5209.248535
	Iteration 75Q: 3 clusters Score -6703500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -6703517.000000 Penalty: 5209.248535
	Iteration 76Q: 3 clusters Score -6703517 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -6703513.000000 Penalty: 5209.248535
	Iteration 77Q: 3 clusters Score -6703513 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -6703524.000000 Penalty: 5209.248535
	Iteration 78Q: 3 clusters Score -6703524 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -6703533.500000 Penalty: 5209.248535
	Iteration 79Q: 3 clusters Score -6703534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -6703546.500000 Penalty: 5209.248535
	Iteration 80F: 3 clusters Score -6703546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -6703564.500000 Penalty: 5209.248535
	Iteration 81Q: 3 clusters Score -6703564 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -6703563.500000 Penalty: 5209.248535
	Iteration 82Q: 3 clusters Score -6703564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -6703566.000000 Penalty: 5209.248535
	Iteration 83Q: 3 clusters Score -6703566 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -6703572.500000 Penalty: 5209.248535
	Iteration 84Q: 3 clusters Score -6703572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -6703597.500000 Penalty: 5209.248535
	Iteration 85Q: 3 clusters Score -6703598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -6703603.500000 Penalty: 5209.248535
	Iteration 86Q: 3 clusters Score -6703604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -6703608.500000 Penalty: 5209.248535
	Iteration 87Q: 3 clusters Score -6703608 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -6703608.500000 Penalty: 5209.248535
	Iteration 88Q: 3 clusters Score -6703608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -6703611.000000 Penalty: 5209.248535
	Iteration 89Q: 3 clusters Score -6703611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -6703611.000000 Penalty: 5209.248535
	Iteration 90Q: 3 clusters Score -6703611 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -6703613.000000 Penalty: 5209.248535
	Iteration 91Q: 3 clusters Score -6703613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -6703614.000000 Penalty: 5209.248535
	Iteration 92Q: 3 clusters Score -6703614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -6703619.500000 Penalty: 5209.248535
	Iteration 93Q: 3 clusters Score -6703620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -6703634.500000 Penalty: 5209.248535
	Iteration 94Q: 3 clusters Score -6703634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -6703627.500000 Penalty: 5209.248535
	Iteration 95Q: 3 clusters Score -6703628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -6703646.000000 Penalty: 5209.248535
	Iteration 96Q: 3 clusters Score -6703646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -6703642.500000 Penalty: 5209.248535
	Iteration 97Q: 3 clusters Score -6703642 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -6703622.500000 Penalty: 5209.248535
	Iteration 98Q: 3 clusters Score -6703622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -6703628.500000 Penalty: 5209.248535
	Iteration 99Q: 3 clusters Score -6703628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -6703623.500000 Penalty: 5209.248535
	Iteration 100F: 3 clusters Score -6703624 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -6703633.000000 Penalty: 5209.248535
	Iteration 101Q: 3 clusters Score -6703633 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -6703633.500000 Penalty: 5209.248535
	Iteration 102Q: 3 clusters Score -6703634 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -6703642.000000 Penalty: 5209.248535
	Iteration 103Q: 3 clusters Score -6703642 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -6703643.500000 Penalty: 5209.248535
	Iteration 104Q: 3 clusters Score -6703644 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -6703679.000000 Penalty: 5209.248535
	Iteration 105Q: 3 clusters Score -6703679 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -6703694.000000 Penalty: 5209.248535
	Iteration 106Q: 3 clusters Score -6703694 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -6703711.500000 Penalty: 5209.248535
	Iteration 107Q: 3 clusters Score -6703712 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -6703709.000000 Penalty: 5209.248535
	Iteration 108Q: 3 clusters Score -6703709 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -6703732.000000 Penalty: 5209.248535
	Iteration 109Q: 3 clusters Score -6703732 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -6703736.000000 Penalty: 5209.248535
	Iteration 110Q: 3 clusters Score -6703736 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -6703750.000000 Penalty: 5209.248535
	Iteration 111Q: 3 clusters Score -6703750 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -6703763.000000 Penalty: 5209.248535
	Iteration 112Q: 3 clusters Score -6703763 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -6703781.000000 Penalty: 5209.248535
	Iteration 113Q: 3 clusters Score -6703781 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -6703786.000000 Penalty: 5209.248535
	Iteration 114Q: 3 clusters Score -6703786 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -6703799.000000 Penalty: 5209.248535
	Iteration 115Q: 3 clusters Score -6703799 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -6703803.000000 Penalty: 5209.248535
	Iteration 116Q: 3 clusters Score -6703803 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -6703824.000000 Penalty: 5209.248535
	Iteration 117Q: 3 clusters Score -6703824 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -6703814.000000 Penalty: 5209.248535
	Iteration 118Q: 3 clusters Score -6703814 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -6703850.500000 Penalty: 5209.248535
	Iteration 119Q: 3 clusters Score -6703850 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -6703856.000000 Penalty: 5209.248535
	Iteration 120F: 3 clusters Score -6703856 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -6703869.500000 Penalty: 5209.248535
	Iteration 121Q: 3 clusters Score -6703870 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -6703877.000000 Penalty: 5209.248535
	Iteration 122Q: 3 clusters Score -6703877 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -6703929.000000 Penalty: 5209.248535
	Iteration 123Q: 3 clusters Score -6703929 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -6703935.500000 Penalty: 5209.248535
	Iteration 124Q: 3 clusters Score -6703936 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -6703966.000000 Penalty: 5209.248535
	Iteration 125Q: 3 clusters Score -6703966 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -6704009.000000 Penalty: 5209.248535
	Iteration 126Q: 3 clusters Score -6704009 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -6704054.000000 Penalty: 5209.248535
	Iteration 127Q: 3 clusters Score -6704054 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -6704081.000000 Penalty: 5209.248535
	Iteration 128Q: 3 clusters Score -6704081 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -6704143.000000 Penalty: 5209.248535
	Iteration 129Q: 3 clusters Score -6704143 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -6704178.500000 Penalty: 5209.248535
	Iteration 130Q: 3 clusters Score -6704178 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -6704202.000000 Penalty: 5209.248535
	Iteration 131Q: 3 clusters Score -6704202 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -6704294.500000 Penalty: 5209.248535
	Iteration 132Q: 3 clusters Score -6704294 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -6704365.000000 Penalty: 5209.248535
	Iteration 133Q: 3 clusters Score -6704365 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -6704413.500000 Penalty: 5209.248535
	Iteration 134Q: 3 clusters Score -6704414 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -6704515.000000 Penalty: 5209.248535
	Iteration 135Q: 3 clusters Score -6704515 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -6704630.500000 Penalty: 5209.248535
	Iteration 136Q: 3 clusters Score -6704630 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -6704758.500000 Penalty: 5209.248535
	Iteration 137Q: 3 clusters Score -6704758 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -6704902.500000 Penalty: 5209.248535
	Iteration 138Q: 3 clusters Score -6704902 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -6705092.000000 Penalty: 5209.248535
	Iteration 139Q: 3 clusters Score -6705092 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -6705243.000000 Penalty: 5209.248535
	Iteration 140F: 3 clusters Score -6705243 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -6705464.500000 Penalty: 5209.248535
	Iteration 141Q: 3 clusters Score -6705464 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -6705647.000000 Penalty: 5209.248535
	Iteration 142Q: 3 clusters Score -6705647 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -6705817.500000 Penalty: 5209.248535
	Iteration 143Q: 3 clusters Score -6705818 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -6705945.500000 Penalty: 5209.248535
	Iteration 144Q: 3 clusters Score -6705946 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -6706093.500000 Penalty: 5209.248535
	Iteration 145Q: 3 clusters Score -6706094 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -6706235.500000 Penalty: 5209.248535
	Iteration 146Q: 3 clusters Score -6706236 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -6706367.000000 Penalty: 5209.248535
	Iteration 147Q: 3 clusters Score -6706367 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -6706506.000000 Penalty: 5209.248535
	Iteration 148Q: 3 clusters Score -6706506 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -6706570.500000 Penalty: 5209.248535
	Iteration 149Q: 3 clusters Score -6706570 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -6706668.500000 Penalty: 5209.248535
	Iteration 150Q: 3 clusters Score -6706668 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -6706792.000000 Penalty: 5209.248535
	Iteration 151Q: 3 clusters Score -6706792 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -6706866.000000 Penalty: 5209.248535
	Iteration 152Q: 3 clusters Score -6706866 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -6706949.000000 Penalty: 5209.248535
	Iteration 153Q: 3 clusters Score -6706949 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -6707014.500000 Penalty: 5209.248535
	Iteration 154Q: 3 clusters Score -6707014 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -6707052.500000 Penalty: 5209.248535
	Iteration 155Q: 3 clusters Score -6707052 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -6707086.500000 Penalty: 5209.248535
	Iteration 156Q: 3 clusters Score -6707086 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -6707135.500000 Penalty: 5209.248535
	Iteration 157Q: 3 clusters Score -6707136 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -6707173.500000 Penalty: 5209.248535
	Iteration 158Q: 3 clusters Score -6707174 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -6707219.000000 Penalty: 5209.248535
	Iteration 159Q: 3 clusters Score -6707219 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -6707259.000000 Penalty: 5209.248535
	Iteration 160F: 3 clusters Score -6707259 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -6707288.000000 Penalty: 5209.248535
	Iteration 161Q: 3 clusters Score -6707288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -6707322.000000 Penalty: 5209.248535
	Iteration 162Q: 3 clusters Score -6707322 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -6707360.500000 Penalty: 5209.248535
	Iteration 163Q: 3 clusters Score -6707360 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -6707396.500000 Penalty: 5209.248535
	Iteration 164Q: 3 clusters Score -6707396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -6707417.000000 Penalty: 5209.248535
	Iteration 165Q: 3 clusters Score -6707417 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -6707429.500000 Penalty: 5209.248535
	Iteration 166Q: 3 clusters Score -6707430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -6707442.000000 Penalty: 5209.248535
	Iteration 167Q: 3 clusters Score -6707442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -6707457.500000 Penalty: 5209.248535
	Iteration 168Q: 3 clusters Score -6707458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -6707462.000000 Penalty: 5209.248535
	Iteration 169Q: 3 clusters Score -6707462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -6707471.500000 Penalty: 5209.248535
	Iteration 170Q: 3 clusters Score -6707472 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -6707480.500000 Penalty: 5209.248535
	Iteration 171Q: 3 clusters Score -6707480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -6707497.000000 Penalty: 5209.248535
	Iteration 172Q: 3 clusters Score -6707497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -6707496.000000 Penalty: 5209.248535
	Iteration 173Q: 3 clusters Score -6707496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -6707502.500000 Penalty: 5209.248535
	Iteration 174Q: 3 clusters Score -6707502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -6707501.000000 Penalty: 5209.248535
	Iteration 175Q: 3 clusters Score -6707501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -6707508.500000 Penalty: 5209.248535
	Iteration 176Q: 3 clusters Score -6707508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -6707505.500000 Penalty: 5209.248535
	Iteration 177Q: 3 clusters Score -6707506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -6707499.500000 Penalty: 5209.248535
	Iteration 178Q: 3 clusters Score -6707500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -6707520.000000 Penalty: 5209.248535
	Iteration 179Q: 3 clusters Score -6707520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -6707522.000000 Penalty: 5209.248535
	Iteration 180F: 3 clusters Score -6707522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -6707520.000000 Penalty: 5209.248535
	Iteration 181Q: 3 clusters Score -6707520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -6707522.500000 Penalty: 5209.248535
	Iteration 182Q: 3 clusters Score -6707522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -6707534.000000 Penalty: 5209.248535
	Iteration 183Q: 3 clusters Score -6707534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -6707526.500000 Penalty: 5209.248535
	Iteration 184Q: 3 clusters Score -6707526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -6707526.500000 Penalty: 5209.248535
	Iteration 185Q: 3 clusters Score -6707526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -6707525.000000 Penalty: 5209.248535
	Iteration 186Q: 3 clusters Score -6707525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -6707526.000000 Penalty: 5209.248535
	Iteration 187Q: 3 clusters Score -6707526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -6707542.000000 Penalty: 5209.248535
	Iteration 188Q: 3 clusters Score -6707542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -6707538.000000 Penalty: 5209.248535
	Iteration 189Q: 3 clusters Score -6707538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -6707545.000000 Penalty: 5209.248535
	Iteration 190Q: 3 clusters Score -6707545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -6707546.000000 Penalty: 5209.248535
	Iteration 191Q: 3 clusters Score -6707546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -6707549.000000 Penalty: 5209.248535
	Iteration 192Q: 3 clusters Score -6707549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
Score: -6707550.000000 Penalty: 5209.248535
	Iteration 193Q: 3 clusters Score -6707550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -6707548.000000 Penalty: 5209.248535
	Iteration 194Q: 3 clusters Score -6707548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -6707553.000000 Penalty: 5209.248535
	Iteration 195Q: 3 clusters Score -6707553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -6707553.500000 Penalty: 5209.248535
	Iteration 196Q: 3 clusters Score -6707554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -6707554.000000 Penalty: 5209.248535
	Iteration 197Q: 3 clusters Score -6707554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -6707554.500000 Penalty: 5209.248535
	Iteration 198Q: 3 clusters Score -6707554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -6707553.500000 Penalty: 5209.248535
	Iteration 199Q: 3 clusters Score -6707554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -6707558.500000 Penalty: 5209.248535
	Iteration 200F: 3 clusters Score -6707558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -6707557.000000 Penalty: 5209.248535
	Iteration 201Q: 3 clusters Score -6707557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -6707558.500000 Penalty: 5209.248535
	Iteration 202Q: 3 clusters Score -6707558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -6707558.500000 Penalty: 5209.248535
	Iteration 203F: 3 clusters Score -6707558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Entering Unmasked Estep 
Score: -56744.476562 Penalty: 1547.588379
	Iteration 0F: 2 clusters Score -56744.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55344.988281 Penalty: 3095.176758
	Iteration 0F: 3 clusters Score -55344.99 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55653.394531 Penalty: 3095.176758
	Iteration 1F: 3 clusters Score -55653.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -55751.476562 Penalty: 3095.176758
	Iteration 2F: 3 clusters Score -55751.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -55799.234375 Penalty: 3095.176758
	Iteration 3Q: 3 clusters Score -55799.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -55826.562500 Penalty: 3095.176758
	Iteration 4Q: 3 clusters Score -55826.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55857.070312 Penalty: 3095.176758
	Iteration 5Q: 3 clusters Score -55857.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55870.195312 Penalty: 3095.176758
	Iteration 6Q: 3 clusters Score -55870.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55872.996094 Penalty: 3095.176758
	Iteration 7Q: 3 clusters Score -55873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -55872.996094 Penalty: 3095.176758
	Iteration 8F: 3 clusters Score -55873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Entering Unmasked Estep 
Score: -8719338.000000 Penalty: 2668.207764
	Iteration 0F: 2 clusters Score -8719338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -8688841.000000 Penalty: 5336.415527
	Iteration 0F: 3 clusters Score -8688841 nChanged 21615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -8700706.000000 Penalty: 5336.415527
	Iteration 1F: 3 clusters Score -8700706 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -8701271.000000 Penalty: 5336.415527
	Iteration 2Q: 3 clusters Score -8701271 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -8701853.000000 Penalty: 5336.415527
	Iteration 3Q: 3 clusters Score -8701853 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -8702420.000000 Penalty: 5336.415527
	Iteration 4Q: 3 clusters Score -8702420 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -8703033.000000 Penalty: 5336.415527
	Iteration 5Q: 3 clusters Score -8703033 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -8703862.000000 Penalty: 5336.415527
	Iteration 6Q: 3 clusters Score -8703862 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -8704945.000000 Penalty: 5336.415527
	Iteration 7Q: 3 clusters Score -8704945 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -8706495.000000 Penalty: 5336.415527
	Iteration 8Q: 3 clusters Score -8706495 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -8708524.000000 Penalty: 5336.415527
	Iteration 9F: 3 clusters Score -8708524 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -8710540.000000 Penalty: 5336.415527
	Iteration 10F: 3 clusters Score -8710540 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -8712206.000000 Penalty: 5336.415527
	Iteration 11Q: 3 clusters Score -8712206 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -8713360.000000 Penalty: 5336.415527
	Iteration 12Q: 3 clusters Score -8713360 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -8714141.000000 Penalty: 5336.415527
	Iteration 13Q: 3 clusters Score -8714141 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -8714674.000000 Penalty: 5336.415527
	Iteration 14Q: 3 clusters Score -8714674 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -8715079.000000 Penalty: 5336.415527
	Iteration 15Q: 3 clusters Score -8715079 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -8715401.000000 Penalty: 5336.415527
	Iteration 16Q: 3 clusters Score -8715401 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -8715691.000000 Penalty: 5336.415527
	Iteration 17Q: 3 clusters Score -8715691 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -8715877.000000 Penalty: 5336.415527
	Iteration 18Q: 3 clusters Score -8715877 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -8716074.000000 Penalty: 5336.415527
	Iteration 19Q: 3 clusters Score -8716074 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -8716233.000000 Penalty: 5336.415527
	Iteration 20F: 3 clusters Score -8716233 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -8716348.000000 Penalty: 5336.415527
	Iteration 21Q: 3 clusters Score -8716348 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -8716429.000000 Penalty: 5336.415527
	Iteration 22Q: 3 clusters Score -8716429 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8716551.000000 Penalty: 5336.415527
	Iteration 23Q: 3 clusters Score -8716551 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8716625.000000 Penalty: 5336.415527
	Iteration 24Q: 3 clusters Score -8716625 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -8716697.000000 Penalty: 5336.415527
	Iteration 25Q: 3 clusters Score -8716697 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -8716717.000000 Penalty: 5336.415527
	Iteration 26Q: 3 clusters Score -8716717 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -8716786.000000 Penalty: 5336.415527
	Iteration 27Q: 3 clusters Score -8716786 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -8716823.000000 Penalty: 5336.415527
	Iteration 28Q: 3 clusters Score -8716823 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -8716884.000000 Penalty: 5336.415527
	Iteration 29Q: 3 clusters Score -8716884 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -8716920.000000 Penalty: 5336.415527
	Iteration 30Q: 3 clusters Score -8716920 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -8716938.000000 Penalty: 5336.415527
	Iteration 31Q: 3 clusters Score -8716938 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -8716989.000000 Penalty: 5336.415527
	Iteration 32Q: 3 clusters Score -8716989 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -8717009.000000 Penalty: 5336.415527
	Iteration 33Q: 3 clusters Score -8717009 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -8717040.000000 Penalty: 5336.415527
	Iteration 34Q: 3 clusters Score -8717040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -8717047.000000 Penalty: 5336.415527
	Iteration 35Q: 3 clusters Score -8717047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -8717080.000000 Penalty: 5336.415527
	Iteration 36Q: 3 clusters Score -8717080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -8717083.000000 Penalty: 5336.415527
	Iteration 37Q: 3 clusters Score -8717083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -8717109.000000 Penalty: 5336.415527
	Iteration 38Q: 3 clusters Score -8717109 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -8717141.000000 Penalty: 5336.415527
	Iteration 39Q: 3 clusters Score -8717141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -8717160.000000 Penalty: 5336.415527
	Iteration 40F: 3 clusters Score -8717160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -8717166.000000 Penalty: 5336.415527
	Iteration 41Q: 3 clusters Score -8717166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -8717168.000000 Penalty: 5336.415527
	Iteration 42Q: 3 clusters Score -8717168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -8717167.000000 Penalty: 5336.415527
	Iteration 43Q: 3 clusters Score -8717167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -8717163.000000 Penalty: 5336.415527
	Iteration 44Q: 3 clusters Score -8717163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -8717182.000000 Penalty: 5336.415527
	Iteration 45Q: 3 clusters Score -8717182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -8717185.000000 Penalty: 5336.415527
	Iteration 46Q: 3 clusters Score -8717185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -8717187.000000 Penalty: 5336.415527
	Iteration 47Q: 3 clusters Score -8717187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -8717190.000000 Penalty: 5336.415527
	Iteration 48Q: 3 clusters Score -8717190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -8717188.000000 Penalty: 5336.415527
	Iteration 49Q: 3 clusters Score -8717188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -8717186.000000 Penalty: 5336.415527
	Iteration 50Q: 3 clusters Score -8717186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -8717185.000000 Penalty: 5336.415527
	Iteration 51Q: 3 clusters Score -8717185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -8717179.000000 Penalty: 5336.415527
	Iteration 52Q: 3 clusters Score -8717179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -8717189.000000 Penalty: 5336.415527
	Iteration 53Q: 3 clusters Score -8717189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -8717189.000000 Penalty: 5336.415527
	Iteration 54Q: 3 clusters Score -8717189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 46352 members 
Entering Unmasked Estep 
Score: -8717188.000000 Penalty: 5336.415527
	Iteration 55Q: 3 clusters Score -8717188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -8717194.000000 Penalty: 5336.415527
	Iteration 56Q: 3 clusters Score -8717194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -8717201.000000 Penalty: 5336.415527
	Iteration 57Q: 3 clusters Score -8717201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -8717202.000000 Penalty: 5336.415527
	Iteration 58Q: 3 clusters Score -8717202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -8717206.000000 Penalty: 5336.415527
	Iteration 59Q: 3 clusters Score -8717206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -8717206.000000 Penalty: 5336.415527
	Iteration 60F: 3 clusters Score -8717206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Entering Unmasked Estep 
Score: -5590288.500000 Penalty: 2559.798828
	Iteration 0F: 2 clusters Score -5590288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -5569566.500000 Penalty: 5119.597656
	Iteration 0F: 3 clusters Score -5569566 nChanged 13726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -5577186.500000 Penalty: 5119.597656
	Iteration 1F: 3 clusters Score -5577186 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -5577848.000000 Penalty: 5119.597656
	Iteration 2F: 3 clusters Score -5577848 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -5578522.500000 Penalty: 5119.597656
	Iteration 3F: 3 clusters Score -5578522 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -5579277.000000 Penalty: 5119.597656
	Iteration 4F: 3 clusters Score -5579277 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -5580332.000000 Penalty: 5119.597656
	Iteration 5F: 3 clusters Score -5580332 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -5581791.500000 Penalty: 5119.597656
	Iteration 6F: 3 clusters Score -5581792 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -5583593.500000 Penalty: 5119.597656
	Iteration 7F: 3 clusters Score -5583594 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -5585543.000000 Penalty: 5119.597656
	Iteration 8F: 3 clusters Score -5585543 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -5586894.500000 Penalty: 5119.597656
	Iteration 9Q: 3 clusters Score -5586894 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -5587670.500000 Penalty: 5119.597656
	Iteration 10Q: 3 clusters Score -5587670 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -5588043.000000 Penalty: 5119.597656
	Iteration 11Q: 3 clusters Score -5588043 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -5588283.500000 Penalty: 5119.597656
	Iteration 12Q: 3 clusters Score -5588284 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -5588433.000000 Penalty: 5119.597656
	Iteration 13Q: 3 clusters Score -5588433 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -5588559.000000 Penalty: 5119.597656
	Iteration 14Q: 3 clusters Score -5588559 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -5588673.000000 Penalty: 5119.597656
	Iteration 15Q: 3 clusters Score -5588673 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -5588751.500000 Penalty: 5119.597656
	Iteration 16Q: 3 clusters Score -5588752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -5588779.000000 Penalty: 5119.597656
	Iteration 17Q: 3 clusters Score -5588779 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -5588824.500000 Penalty: 5119.597656
	Iteration 18Q: 3 clusters Score -5588824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -5588825.000000 Penalty: 5119.597656
	Iteration 19Q: 3 clusters Score -5588825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -5588820.000000 Penalty: 5119.597656
	Iteration 20F: 3 clusters Score -5588820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -5588827.500000 Penalty: 5119.597656
	Iteration 21Q: 3 clusters Score -5588828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -5588822.500000 Penalty: 5119.597656
	Iteration 22Q: 3 clusters Score -5588822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -5588828.500000 Penalty: 5119.597656
	Iteration 23Q: 3 clusters Score -5588828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -5588824.500000 Penalty: 5119.597656
	Iteration 24Q: 3 clusters Score -5588824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -5588832.500000 Penalty: 5119.597656
	Iteration 25Q: 3 clusters Score -5588832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -5588828.500000 Penalty: 5119.597656
	Iteration 26Q: 3 clusters Score -5588828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -5588824.000000 Penalty: 5119.597656
	Iteration 27Q: 3 clusters Score -5588824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -5588823.500000 Penalty: 5119.597656
	Iteration 28Q: 3 clusters Score -5588824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -5588825.500000 Penalty: 5119.597656
	Iteration 29Q: 3 clusters Score -5588826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -5588834.000000 Penalty: 5119.597656
	Iteration 30Q: 3 clusters Score -5588834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -5588830.500000 Penalty: 5119.597656
	Iteration 31Q: 3 clusters Score -5588830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -5588828.500000 Penalty: 5119.597656
	Iteration 32Q: 3 clusters Score -5588828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -5588830.000000 Penalty: 5119.597656
	Iteration 33Q: 3 clusters Score -5588830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -5588833.000000 Penalty: 5119.597656
	Iteration 34Q: 3 clusters Score -5588833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -5588833.000000 Penalty: 5119.597656
	Iteration 35Q: 3 clusters Score -5588833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -5588834.500000 Penalty: 5119.597656
	Iteration 36Q: 3 clusters Score -5588834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -5588843.000000 Penalty: 5119.597656
	Iteration 37Q: 3 clusters Score -5588843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -5588840.000000 Penalty: 5119.597656
	Iteration 38Q: 3 clusters Score -5588840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -5588842.500000 Penalty: 5119.597656
	Iteration 39Q: 3 clusters Score -5588842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -5588845.000000 Penalty: 5119.597656
	Iteration 40F: 3 clusters Score -5588845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -5588847.000000 Penalty: 5119.597656
	Iteration 41Q: 3 clusters Score -5588847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -5588847.000000 Penalty: 5119.597656
	Iteration 42F: 3 clusters Score -5588847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Entering Unmasked Estep 
Score: -2215002.750000 Penalty: 2328.178467
	Iteration 0F: 2 clusters Score -2215003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2206165.000000 Penalty: 4656.356934
	Iteration 0F: 3 clusters Score -2206165 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2208760.750000 Penalty: 4656.356934
	Iteration 1F: 3 clusters Score -2208761 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2209089.250000 Penalty: 4656.356934
	Iteration 2F: 3 clusters Score -2209089 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2209385.500000 Penalty: 4656.356934
	Iteration 3Q: 3 clusters Score -2209386 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2209740.750000 Penalty: 4656.356934
	Iteration 4F: 3 clusters Score -2209741 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2210142.000000 Penalty: 4656.356934
	Iteration 5F: 3 clusters Score -2210142 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2210590.000000 Penalty: 4656.356934
	Iteration 6F: 3 clusters Score -2210590 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2211050.500000 Penalty: 4656.356934
	Iteration 7F: 3 clusters Score -2211050 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2211535.250000 Penalty: 4656.356934
	Iteration 8F: 3 clusters Score -2211535 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2212081.250000 Penalty: 4656.356934
	Iteration 9F: 3 clusters Score -2212081 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2212570.250000 Penalty: 4656.356934
	Iteration 10Q: 3 clusters Score -2212570 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2212952.000000 Penalty: 4656.356934
	Iteration 11Q: 3 clusters Score -2212952 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2213141.000000 Penalty: 4656.356934
	Iteration 12Q: 3 clusters Score -2213141 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2213228.250000 Penalty: 4656.356934
	Iteration 13Q: 3 clusters Score -2213228 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2213264.000000 Penalty: 4656.356934
	Iteration 14Q: 3 clusters Score -2213264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -2213272.750000 Penalty: 4656.356934
	Iteration 15Q: 3 clusters Score -2213273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2213280.750000 Penalty: 4656.356934
	Iteration 16Q: 3 clusters Score -2213281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2213294.750000 Penalty: 4656.356934
	Iteration 17Q: 3 clusters Score -2213295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2213301.500000 Penalty: 4656.356934
	Iteration 18Q: 3 clusters Score -2213302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2213301.000000 Penalty: 4656.356934
	Iteration 19Q: 3 clusters Score -2213301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2213302.500000 Penalty: 4656.356934
	Iteration 20F: 3 clusters Score -2213302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2213304.750000 Penalty: 4656.356934
	Iteration 21Q: 3 clusters Score -2213305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2213308.500000 Penalty: 4656.356934
	Iteration 22Q: 3 clusters Score -2213308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2213318.500000 Penalty: 4656.356934
	Iteration 23Q: 3 clusters Score -2213318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2213321.500000 Penalty: 4656.356934
	Iteration 24Q: 3 clusters Score -2213322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2213323.000000 Penalty: 4656.356934
	Iteration 25Q: 3 clusters Score -2213323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2213327.750000 Penalty: 4656.356934
	Iteration 26Q: 3 clusters Score -2213328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2213326.500000 Penalty: 4656.356934
	Iteration 27Q: 3 clusters Score -2213326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2213326.250000 Penalty: 4656.356934
	Iteration 28Q: 3 clusters Score -2213326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2213331.000000 Penalty: 4656.356934
	Iteration 29Q: 3 clusters Score -2213331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2213334.000000 Penalty: 4656.356934
	Iteration 30Q: 3 clusters Score -2213334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2213331.250000 Penalty: 4656.356934
	Iteration 31Q: 3 clusters Score -2213331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2213335.500000 Penalty: 4656.356934
	Iteration 32Q: 3 clusters Score -2213336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2213336.500000 Penalty: 4656.356934
	Iteration 33Q: 3 clusters Score -2213336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2213334.750000 Penalty: 4656.356934
	Iteration 34Q: 3 clusters Score -2213335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2213336.750000 Penalty: 4656.356934
	Iteration 35Q: 3 clusters Score -2213337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2213337.250000 Penalty: 4656.356934
	Iteration 36Q: 3 clusters Score -2213337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2213337.250000 Penalty: 4656.356934
	Iteration 37F: 3 clusters Score -2213337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Entering Unmasked Estep 
Score: -7383353.000000 Penalty: 2625.184814
	Iteration 0F: 2 clusters Score -7383353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -7356843.500000 Penalty: 5250.369629
	Iteration 0F: 3 clusters Score -7356844 nChanged 18231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -7366838.500000 Penalty: 5250.369629
	Iteration 1F: 3 clusters Score -7366838 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -7367496.000000 Penalty: 5250.369629
	Iteration 2Q: 3 clusters Score -7367496 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -7368227.500000 Penalty: 5250.369629
	Iteration 3Q: 3 clusters Score -7368228 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -7369002.500000 Penalty: 5250.369629
	Iteration 4Q: 3 clusters Score -7369002 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -7370065.500000 Penalty: 5250.369629
	Iteration 5Q: 3 clusters Score -7370066 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -7371770.000000 Penalty: 5250.369629
	Iteration 6F: 3 clusters Score -7371770 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -7374122.000000 Penalty: 5250.369629
	Iteration 7F: 3 clusters Score -7374122 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -7376581.500000 Penalty: 5250.369629
	Iteration 8F: 3 clusters Score -7376582 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -7378105.500000 Penalty: 5250.369629
	Iteration 9F: 3 clusters Score -7378106 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -7378694.500000 Penalty: 5250.369629
	Iteration 10Q: 3 clusters Score -7378694 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -7378972.500000 Penalty: 5250.369629
	Iteration 11Q: 3 clusters Score -7378972 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -7379192.000000 Penalty: 5250.369629
	Iteration 12Q: 3 clusters Score -7379192 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -7379358.000000 Penalty: 5250.369629
	Iteration 13Q: 3 clusters Score -7379358 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -7379476.500000 Penalty: 5250.369629
	Iteration 14Q: 3 clusters Score -7379476 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -7379557.500000 Penalty: 5250.369629
	Iteration 15Q: 3 clusters Score -7379558 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -7379622.000000 Penalty: 5250.369629
	Iteration 16Q: 3 clusters Score -7379622 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -7379653.000000 Penalty: 5250.369629
	Iteration 17Q: 3 clusters Score -7379653 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -7379685.500000 Penalty: 5250.369629
	Iteration 18Q: 3 clusters Score -7379686 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -7379677.000000 Penalty: 5250.369629
	Iteration 19Q: 3 clusters Score -7379677 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -7379682.500000 Penalty: 5250.369629
	Iteration 20F: 3 clusters Score -7379682 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -7379706.500000 Penalty: 5250.369629
	Iteration 21Q: 3 clusters Score -7379706 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -7379726.000000 Penalty: 5250.369629
	Iteration 22Q: 3 clusters Score -7379726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -7379705.500000 Penalty: 5250.369629
	Iteration 23Q: 3 clusters Score -7379706 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -7379698.000000 Penalty: 5250.369629
	Iteration 24Q: 3 clusters Score -7379698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -7379702.000000 Penalty: 5250.369629
	Iteration 25Q: 3 clusters Score -7379702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -7379698.500000 Penalty: 5250.369629
	Iteration 26Q: 3 clusters Score -7379698 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -7379707.000000 Penalty: 5250.369629
	Iteration 27Q: 3 clusters Score -7379707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -7379718.500000 Penalty: 5250.369629
	Iteration 28Q: 3 clusters Score -7379718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -7379731.500000 Penalty: 5250.369629
	Iteration 29Q: 3 clusters Score -7379732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -7379736.500000 Penalty: 5250.369629
	Iteration 30Q: 3 clusters Score -7379736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -7379748.000000 Penalty: 5250.369629
	Iteration 31Q: 3 clusters Score -7379748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -7379750.000000 Penalty: 5250.369629
	Iteration 32Q: 3 clusters Score -7379750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -7379747.500000 Penalty: 5250.369629
	Iteration 33Q: 3 clusters Score -7379748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -7379750.000000 Penalty: 5250.369629
	Iteration 34Q: 3 clusters Score -7379750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -7379743.500000 Penalty: 5250.369629
	Iteration 35Q: 3 clusters Score -7379744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -7379749.000000 Penalty: 5250.369629
	Iteration 36Q: 3 clusters Score -7379749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -7379746.500000 Penalty: 5250.369629
	Iteration 37Q: 3 clusters Score -7379746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -7379745.000000 Penalty: 5250.369629
	Iteration 38Q: 3 clusters Score -7379745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -7379744.500000 Penalty: 5250.369629
	Iteration 39Q: 3 clusters Score -7379744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -7379746.000000 Penalty: 5250.369629
	Iteration 40F: 3 clusters Score -7379746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -7379742.500000 Penalty: 5250.369629
	Iteration 41Q: 3 clusters Score -7379742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -7379734.500000 Penalty: 5250.369629
	Iteration 42Q: 3 clusters Score -7379734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -7379742.000000 Penalty: 5250.369629
	Iteration 43Q: 3 clusters Score -7379742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -7379742.000000 Penalty: 5250.369629
	Iteration 44Q: 3 clusters Score -7379742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -7379740.500000 Penalty: 5250.369629
	Iteration 45Q: 3 clusters Score -7379740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -7379737.000000 Penalty: 5250.369629
	Iteration 46Q: 3 clusters Score -7379737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -7379746.000000 Penalty: 5250.369629
	Iteration 47Q: 3 clusters Score -7379746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -7379750.500000 Penalty: 5250.369629
	Iteration 48Q: 3 clusters Score -7379750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -7379752.500000 Penalty: 5250.369629
	Iteration 49Q: 3 clusters Score -7379752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -7379740.500000 Penalty: 5250.369629
	Iteration 50Q: 3 clusters Score -7379740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -7379741.000000 Penalty: 5250.369629
	Iteration 51Q: 3 clusters Score -7379741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -7379734.000000 Penalty: 5250.369629
	Iteration 52Q: 3 clusters Score -7379734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -7379735.500000 Penalty: 5250.369629
	Iteration 53Q: 3 clusters Score -7379736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -7379736.500000 Penalty: 5250.369629
	Iteration 54Q: 3 clusters Score -7379736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -7379736.500000 Penalty: 5250.369629
	Iteration 55F: 3 clusters Score -7379736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Entering Unmasked Estep 
Score: -8234183.000000 Penalty: 2661.562012
	Iteration 0F: 2 clusters Score -8234183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -8203479.500000 Penalty: 5323.124023
	Iteration 0F: 3 clusters Score -8203480 nChanged 20979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -8214841.500000 Penalty: 5323.124023
	Iteration 1F: 3 clusters Score -8214842 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -8215299.500000 Penalty: 5323.124023
	Iteration 2Q: 3 clusters Score -8215300 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -8215785.500000 Penalty: 5323.124023
	Iteration 3Q: 3 clusters Score -8215786 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -8216233.000000 Penalty: 5323.124023
	Iteration 4Q: 3 clusters Score -8216233 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -8216647.500000 Penalty: 5323.124023
	Iteration 5Q: 3 clusters Score -8216648 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -8217219.500000 Penalty: 5323.124023
	Iteration 6Q: 3 clusters Score -8217220 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -8218008.000000 Penalty: 5323.124023
	Iteration 7Q: 3 clusters Score -8218008 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -8219037.500000 Penalty: 5323.124023
	Iteration 8Q: 3 clusters Score -8219038 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -8220473.000000 Penalty: 5323.124023
	Iteration 9Q: 3 clusters Score -8220473 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -8222013.000000 Penalty: 5323.124023
	Iteration 10F: 3 clusters Score -8222013 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -8223655.500000 Penalty: 5323.124023
	Iteration 11F: 3 clusters Score -8223656 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -8225350.500000 Penalty: 5323.124023
	Iteration 12F: 3 clusters Score -8225350 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -8227116.000000 Penalty: 5323.124023
	Iteration 13F: 3 clusters Score -8227116 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -8228584.500000 Penalty: 5323.124023
	Iteration 14Q: 3 clusters Score -8228584 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -8229635.500000 Penalty: 5323.124023
	Iteration 15Q: 3 clusters Score -8229636 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -8230365.000000 Penalty: 5323.124023
	Iteration 16Q: 3 clusters Score -8230365 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -8230830.000000 Penalty: 5323.124023
	Iteration 17Q: 3 clusters Score -8230830 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -8231159.000000 Penalty: 5323.124023
	Iteration 18Q: 3 clusters Score -8231159 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8231361.000000 Penalty: 5323.124023
	Iteration 19Q: 3 clusters Score -8231361 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -8231503.000000 Penalty: 5323.124023
	Iteration 20F: 3 clusters Score -8231503 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -8231610.500000 Penalty: 5323.124023
	Iteration 21Q: 3 clusters Score -8231610 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -8231665.000000 Penalty: 5323.124023
	Iteration 22Q: 3 clusters Score -8231665 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -8231720.000000 Penalty: 5323.124023
	Iteration 23Q: 3 clusters Score -8231720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -8231754.500000 Penalty: 5323.124023
	Iteration 24Q: 3 clusters Score -8231754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -8231767.000000 Penalty: 5323.124023
	Iteration 25Q: 3 clusters Score -8231767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -8231804.000000 Penalty: 5323.124023
	Iteration 26Q: 3 clusters Score -8231804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -8231814.500000 Penalty: 5323.124023
	Iteration 27Q: 3 clusters Score -8231814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -8231855.000000 Penalty: 5323.124023
	Iteration 28Q: 3 clusters Score -8231855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -8231878.500000 Penalty: 5323.124023
	Iteration 29Q: 3 clusters Score -8231878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -8231888.000000 Penalty: 5323.124023
	Iteration 30Q: 3 clusters Score -8231888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -8231895.000000 Penalty: 5323.124023
	Iteration 31Q: 3 clusters Score -8231895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -8231901.000000 Penalty: 5323.124023
	Iteration 32Q: 3 clusters Score -8231901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -8231907.000000 Penalty: 5323.124023
	Iteration 33Q: 3 clusters Score -8231907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8231913.000000 Penalty: 5323.124023
	Iteration 34Q: 3 clusters Score -8231913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 45072 members 
Entering Unmasked Estep 
Score: -8231921.000000 Penalty: 5323.124023
	Iteration 35Q: 3 clusters Score -8231921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -8231922.000000 Penalty: 5323.124023
	Iteration 36Q: 3 clusters Score -8231922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -8231928.000000 Penalty: 5323.124023
	Iteration 37Q: 3 clusters Score -8231928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -8231932.000000 Penalty: 5323.124023
	Iteration 38Q: 3 clusters Score -8231932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -8231930.000000 Penalty: 5323.124023
	Iteration 39Q: 3 clusters Score -8231930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -8231933.000000 Penalty: 5323.124023
	Iteration 40F: 3 clusters Score -8231933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -8231935.500000 Penalty: 5323.124023
	Iteration 41Q: 3 clusters Score -8231936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -8231934.000000 Penalty: 5323.124023
	Iteration 42Q: 3 clusters Score -8231934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -8231934.000000 Penalty: 5323.124023
	Iteration 43F: 3 clusters Score -8231934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Entering Unmasked Estep 
Score: -8901782.000000 Penalty: 2673.924072
	Iteration 0F: 2 clusters Score -8901782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -8871127.000000 Penalty: 5347.848145
	Iteration 0F: 3 clusters Score -8871127 nChanged 22247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -8883383.000000 Penalty: 5347.848145
	Iteration 1F: 3 clusters Score -8883383 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -8883962.000000 Penalty: 5347.848145
	Iteration 2Q: 3 clusters Score -8883962 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -8884520.000000 Penalty: 5347.848145
	Iteration 3Q: 3 clusters Score -8884520 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -8885134.000000 Penalty: 5347.848145
	Iteration 4Q: 3 clusters Score -8885134 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -8885993.000000 Penalty: 5347.848145
	Iteration 5Q: 3 clusters Score -8885993 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -8887172.000000 Penalty: 5347.848145
	Iteration 6Q: 3 clusters Score -8887172 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -8888943.000000 Penalty: 5347.848145
	Iteration 7F: 3 clusters Score -8888943 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -8891409.000000 Penalty: 5347.848145
	Iteration 8F: 3 clusters Score -8891409 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -8893846.000000 Penalty: 5347.848145
	Iteration 9F: 3 clusters Score -8893846 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -8895233.000000 Penalty: 5347.848145
	Iteration 10Q: 3 clusters Score -8895233 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -8895981.000000 Penalty: 5347.848145
	Iteration 11Q: 3 clusters Score -8895981 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -8896449.000000 Penalty: 5347.848145
	Iteration 12Q: 3 clusters Score -8896449 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -8896872.000000 Penalty: 5347.848145
	Iteration 13Q: 3 clusters Score -8896872 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -8897327.000000 Penalty: 5347.848145
	Iteration 14Q: 3 clusters Score -8897327 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -8897836.000000 Penalty: 5347.848145
	Iteration 15Q: 3 clusters Score -8897836 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -8898194.000000 Penalty: 5347.848145
	Iteration 16Q: 3 clusters Score -8898194 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -8898428.000000 Penalty: 5347.848145
	Iteration 17Q: 3 clusters Score -8898428 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -8898666.000000 Penalty: 5347.848145
	Iteration 18Q: 3 clusters Score -8898666 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -8898848.000000 Penalty: 5347.848145
	Iteration 19Q: 3 clusters Score -8898848 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -8898957.000000 Penalty: 5347.848145
	Iteration 20F: 3 clusters Score -8898957 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -8899065.000000 Penalty: 5347.848145
	Iteration 21Q: 3 clusters Score -8899065 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -8899142.000000 Penalty: 5347.848145
	Iteration 22Q: 3 clusters Score -8899142 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -8899168.000000 Penalty: 5347.848145
	Iteration 23Q: 3 clusters Score -8899168 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -8899207.000000 Penalty: 5347.848145
	Iteration 24Q: 3 clusters Score -8899207 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -8899203.000000 Penalty: 5347.848145
	Iteration 25Q: 3 clusters Score -8899203 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -8899216.000000 Penalty: 5347.848145
	Iteration 26Q: 3 clusters Score -8899216 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -8899212.000000 Penalty: 5347.848145
	Iteration 27Q: 3 clusters Score -8899212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -8899188.000000 Penalty: 5347.848145
	Iteration 28Q: 3 clusters Score -8899188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -8899186.000000 Penalty: 5347.848145
	Iteration 29Q: 3 clusters Score -8899186 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -8899201.000000 Penalty: 5347.848145
	Iteration 30Q: 3 clusters Score -8899201 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -8899221.000000 Penalty: 5347.848145
	Iteration 31Q: 3 clusters Score -8899221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -8899219.000000 Penalty: 5347.848145
	Iteration 32Q: 3 clusters Score -8899219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -8899221.000000 Penalty: 5347.848145
	Iteration 33Q: 3 clusters Score -8899221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -8899220.000000 Penalty: 5347.848145
	Iteration 34Q: 3 clusters Score -8899220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -8899233.000000 Penalty: 5347.848145
	Iteration 35Q: 3 clusters Score -8899233 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -8899232.000000 Penalty: 5347.848145
	Iteration 36Q: 3 clusters Score -8899232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -8899239.000000 Penalty: 5347.848145
	Iteration 37Q: 3 clusters Score -8899239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -8899248.000000 Penalty: 5347.848145
	Iteration 38Q: 3 clusters Score -8899248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -8899250.000000 Penalty: 5347.848145
	Iteration 39Q: 3 clusters Score -8899250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -8899246.000000 Penalty: 5347.848145
	Iteration 40F: 3 clusters Score -8899246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -8899246.000000 Penalty: 5347.848145
	Iteration 41Q: 3 clusters Score -8899246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -8899245.000000 Penalty: 5347.848145
	Iteration 42Q: 3 clusters Score -8899245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -8899268.000000 Penalty: 5347.848145
	Iteration 43Q: 3 clusters Score -8899268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -8899265.000000 Penalty: 5347.848145
	Iteration 44Q: 3 clusters Score -8899265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -8899271.000000 Penalty: 5347.848145
	Iteration 45Q: 3 clusters Score -8899271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -8899272.000000 Penalty: 5347.848145
	Iteration 46Q: 3 clusters Score -8899272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -8899270.000000 Penalty: 5347.848145
	Iteration 47Q: 3 clusters Score -8899270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -8899270.000000 Penalty: 5347.848145
	Iteration 48F: 3 clusters Score -8899270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Entering Unmasked Estep 
Score: -106449.789062 Penalty: 1637.441772
	Iteration 0F: 2 clusters Score -106449.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -104941.835938 Penalty: 3274.883545
	Iteration 0F: 3 clusters Score -104941.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -106045.210938 Penalty: 3274.883545
	Iteration 1F: 3 clusters Score -106045.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -106666.445312 Penalty: 3274.883545
	Iteration 2F: 3 clusters Score -106666.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -107080.562500 Penalty: 3274.883545
	Iteration 3F: 3 clusters Score -107080.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -107298.117188 Penalty: 3274.883545
	Iteration 4Q: 3 clusters Score -107298.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -107437.187500 Penalty: 3274.883545
	Iteration 5Q: 3 clusters Score -107437.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -107519.531250 Penalty: 3274.883545
	Iteration 6Q: 3 clusters Score -107519.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -107597.960938 Penalty: 3274.883545
	Iteration 7Q: 3 clusters Score -107598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -107709.851562 Penalty: 3274.883545
	Iteration 8Q: 3 clusters Score -107709.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -107912.640625 Penalty: 3274.883545
	Iteration 9Q: 3 clusters Score -107912.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -107975.414062 Penalty: 3274.883545
	Iteration 10Q: 3 clusters Score -107975.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -108013.148438 Penalty: 3274.883545
	Iteration 11Q: 3 clusters Score -108013.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108024.859375 Penalty: 3274.883545
	Iteration 12Q: 3 clusters Score -108024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -108038.343750 Penalty: 3274.883545
	Iteration 13Q: 3 clusters Score -108038.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -108053.835938 Penalty: 3274.883545
	Iteration 14Q: 3 clusters Score -108053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -108062.835938 Penalty: 3274.883545
	Iteration 15Q: 3 clusters Score -108062.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -108062.835938 Penalty: 3274.883545
	Iteration 16F: 3 clusters Score -108062.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40966 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 46398 members 
Mstep: Class 5 contains 24444 members 
Mstep: Class 6 contains 44837 members 
Mstep: Class 7 contains 36407 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 47047 members 
Mstep: Class 10 contains 30387 members 
Mstep: Class 11 contains 11942 members 
Mstep: Class 12 contains 39554 members 
Mstep: Class 13 contains 45803 members 
Mstep: Class 14 contains 48144 members 
Mstep: Class 15 contains 396 members 
Mstep: Class 16 contains 49629 members 
Mstep: Class 17 contains 44878 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 46812 members 
Mstep: Class 20 contains 43477 members 
Mstep: Class 21 contains 1610 members 
Mstep: Class 22 contains 45083 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 44638 members 
Mstep: Class 25 contains 341 members 
Entering Unmasked Estep 
Score: -126922344.000000 Penalty: 83433.343750
Splitting cluster 15 changes total score from -126923136.000000 to -126922344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (49629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Entering Unmasked Estep 
Score: -9250311.000000 Penalty: 2681.458008
	Iteration 0F: 2 clusters Score -9250311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -9221384.000000 Penalty: 5362.916016
	Iteration 0F: 3 clusters Score -9221384 nChanged 22804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -9234098.000000 Penalty: 5362.916016
	Iteration 1F: 3 clusters Score -9234098 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -9234576.000000 Penalty: 5362.916016
	Iteration 2Q: 3 clusters Score -9234576 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -9235051.000000 Penalty: 5362.916016
	Iteration 3Q: 3 clusters Score -9235051 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -9235507.000000 Penalty: 5362.916016
	Iteration 4Q: 3 clusters Score -9235507 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -9236002.000000 Penalty: 5362.916016
	Iteration 5Q: 3 clusters Score -9236002 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -9236648.000000 Penalty: 5362.916016
	Iteration 6Q: 3 clusters Score -9236648 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -9237466.000000 Penalty: 5362.916016
	Iteration 7Q: 3 clusters Score -9237466 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 29761 members 
Entering Unmasked Estep 
Score: -9238589.000000 Penalty: 5362.916016
	Iteration 8Q: 3 clusters Score -9238589 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -9240154.000000 Penalty: 5362.916016
	Iteration 9F: 3 clusters Score -9240154 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -9241933.000000 Penalty: 5362.916016
	Iteration 10F: 3 clusters Score -9241933 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -9243826.000000 Penalty: 5362.916016
	Iteration 11F: 3 clusters Score -9243826 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -9245409.000000 Penalty: 5362.916016
	Iteration 12Q: 3 clusters Score -9245409 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -9246382.000000 Penalty: 5362.916016
	Iteration 13Q: 3 clusters Score -9246382 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -9246812.000000 Penalty: 5362.916016
	Iteration 14Q: 3 clusters Score -9246812 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -9247063.000000 Penalty: 5362.916016
	Iteration 15Q: 3 clusters Score -9247063 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -9247321.000000 Penalty: 5362.916016
	Iteration 16Q: 3 clusters Score -9247321 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -9247518.000000 Penalty: 5362.916016
	Iteration 17Q: 3 clusters Score -9247518 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -9247710.000000 Penalty: 5362.916016
	Iteration 18Q: 3 clusters Score -9247710 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -9247922.000000 Penalty: 5362.916016
	Iteration 19Q: 3 clusters Score -9247922 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -9248104.000000 Penalty: 5362.916016
	Iteration 20F: 3 clusters Score -9248104 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -9248292.000000 Penalty: 5362.916016
	Iteration 21Q: 3 clusters Score -9248292 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -9248438.000000 Penalty: 5362.916016
	Iteration 22Q: 3 clusters Score -9248438 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -9248562.000000 Penalty: 5362.916016
	Iteration 23Q: 3 clusters Score -9248562 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -9248617.000000 Penalty: 5362.916016
	Iteration 24Q: 3 clusters Score -9248617 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -9248684.000000 Penalty: 5362.916016
	Iteration 25Q: 3 clusters Score -9248684 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -9248745.000000 Penalty: 5362.916016
	Iteration 26Q: 3 clusters Score -9248745 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -9248828.000000 Penalty: 5362.916016
	Iteration 27Q: 3 clusters Score -9248828 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -9248856.000000 Penalty: 5362.916016
	Iteration 28Q: 3 clusters Score -9248856 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -9248925.000000 Penalty: 5362.916016
	Iteration 29Q: 3 clusters Score -9248925 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -9248970.000000 Penalty: 5362.916016
	Iteration 30Q: 3 clusters Score -9248970 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -9249050.000000 Penalty: 5362.916016
	Iteration 31Q: 3 clusters Score -9249050 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -9249100.000000 Penalty: 5362.916016
	Iteration 32Q: 3 clusters Score -9249100 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -9249077.000000 Penalty: 5362.916016
	Iteration 33Q: 3 clusters Score -9249077 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -9249030.000000 Penalty: 5362.916016
	Iteration 34Q: 3 clusters Score -9249030 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -9249063.000000 Penalty: 5362.916016
	Iteration 35Q: 3 clusters Score -9249063 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -9249096.000000 Penalty: 5362.916016
	Iteration 36Q: 3 clusters Score -9249096 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -9249097.000000 Penalty: 5362.916016
	Iteration 37Q: 3 clusters Score -9249097 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -9249113.000000 Penalty: 5362.916016
	Iteration 38Q: 3 clusters Score -9249113 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -9249132.000000 Penalty: 5362.916016
	Iteration 39Q: 3 clusters Score -9249132 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -9249137.000000 Penalty: 5362.916016
	Iteration 40F: 3 clusters Score -9249137 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -9249158.000000 Penalty: 5362.916016
	Iteration 41Q: 3 clusters Score -9249158 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -9249144.000000 Penalty: 5362.916016
	Iteration 42Q: 3 clusters Score -9249144 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -9249153.000000 Penalty: 5362.916016
	Iteration 43Q: 3 clusters Score -9249153 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -9249159.000000 Penalty: 5362.916016
	Iteration 44Q: 3 clusters Score -9249159 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -9249181.000000 Penalty: 5362.916016
	Iteration 45Q: 3 clusters Score -9249181 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -9249173.000000 Penalty: 5362.916016
	Iteration 46Q: 3 clusters Score -9249173 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -9249137.000000 Penalty: 5362.916016
	Iteration 47Q: 3 clusters Score -9249137 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -9249105.000000 Penalty: 5362.916016
	Iteration 48Q: 3 clusters Score -9249105 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -9249105.000000 Penalty: 5362.916016
	Iteration 49Q: 3 clusters Score -9249105 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -9249105.000000 Penalty: 5362.916016
	Iteration 50Q: 3 clusters Score -9249105 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -9249089.000000 Penalty: 5362.916016
	Iteration 51Q: 3 clusters Score -9249089 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -9249112.000000 Penalty: 5362.916016
	Iteration 52Q: 3 clusters Score -9249112 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -9249089.000000 Penalty: 5362.916016
	Iteration 53Q: 3 clusters Score -9249089 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -9249111.000000 Penalty: 5362.916016
	Iteration 54Q: 3 clusters Score -9249111 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -9249124.000000 Penalty: 5362.916016
	Iteration 55Q: 3 clusters Score -9249124 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 32564 members 
Entering Unmasked Estep 
Score: -9249130.000000 Penalty: 5362.916016
	Iteration 56Q: 3 clusters Score -9249130 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -9249140.000000 Penalty: 5362.916016
	Iteration 57Q: 3 clusters Score -9249140 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 31790 members 
Entering Unmasked Estep 
Score: -9249180.000000 Penalty: 5362.916016
	Iteration 58Q: 3 clusters Score -9249180 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -9249209.000000 Penalty: 5362.916016
	Iteration 59Q: 3 clusters Score -9249209 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -9249215.000000 Penalty: 5362.916016
	Iteration 60F: 3 clusters Score -9249215 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -9249224.000000 Penalty: 5362.916016
	Iteration 61Q: 3 clusters Score -9249224 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -9249222.000000 Penalty: 5362.916016
	Iteration 62Q: 3 clusters Score -9249222 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -9249257.000000 Penalty: 5362.916016
	Iteration 63Q: 3 clusters Score -9249257 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -9249324.000000 Penalty: 5362.916016
	Iteration 64Q: 3 clusters Score -9249324 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -9249365.000000 Penalty: 5362.916016
	Iteration 65Q: 3 clusters Score -9249365 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -9249440.000000 Penalty: 5362.916016
	Iteration 66Q: 3 clusters Score -9249440 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -9249501.000000 Penalty: 5362.916016
	Iteration 67Q: 3 clusters Score -9249501 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -9249507.000000 Penalty: 5362.916016
	Iteration 68Q: 3 clusters Score -9249507 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -9249559.000000 Penalty: 5362.916016
	Iteration 69Q: 3 clusters Score -9249559 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -9249602.000000 Penalty: 5362.916016
	Iteration 70Q: 3 clusters Score -9249602 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -9249666.000000 Penalty: 5362.916016
	Iteration 71Q: 3 clusters Score -9249666 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -9249727.000000 Penalty: 5362.916016
	Iteration 72Q: 3 clusters Score -9249727 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -9249746.000000 Penalty: 5362.916016
	Iteration 73Q: 3 clusters Score -9249746 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -9249741.000000 Penalty: 5362.916016
	Iteration 74Q: 3 clusters Score -9249741 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -9249794.000000 Penalty: 5362.916016
	Iteration 75Q: 3 clusters Score -9249794 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -9249793.000000 Penalty: 5362.916016
	Iteration 76Q: 3 clusters Score -9249793 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -9249818.000000 Penalty: 5362.916016
	Iteration 77Q: 3 clusters Score -9249818 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -9249855.000000 Penalty: 5362.916016
	Iteration 78Q: 3 clusters Score -9249855 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -9249849.000000 Penalty: 5362.916016
	Iteration 79Q: 3 clusters Score -9249849 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -9249840.000000 Penalty: 5362.916016
	Iteration 80F: 3 clusters Score -9249840 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -9249845.000000 Penalty: 5362.916016
	Iteration 81Q: 3 clusters Score -9249845 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -9249847.000000 Penalty: 5362.916016
	Iteration 82Q: 3 clusters Score -9249847 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -9249918.000000 Penalty: 5362.916016
	Iteration 83Q: 3 clusters Score -9249918 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -9249952.000000 Penalty: 5362.916016
	Iteration 84Q: 3 clusters Score -9249952 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -9250013.000000 Penalty: 5362.916016
	Iteration 85Q: 3 clusters Score -9250013 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -9250005.000000 Penalty: 5362.916016
	Iteration 86Q: 3 clusters Score -9250005 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -9250082.000000 Penalty: 5362.916016
	Iteration 87Q: 3 clusters Score -9250082 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -9250145.000000 Penalty: 5362.916016
	Iteration 88Q: 3 clusters Score -9250145 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -9250174.000000 Penalty: 5362.916016
	Iteration 89Q: 3 clusters Score -9250174 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -9250213.000000 Penalty: 5362.916016
	Iteration 90Q: 3 clusters Score -9250213 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -9250258.000000 Penalty: 5362.916016
	Iteration 91Q: 3 clusters Score -9250258 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -9250316.000000 Penalty: 5362.916016
	Iteration 92Q: 3 clusters Score -9250316 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -9250415.000000 Penalty: 5362.916016
	Iteration 93Q: 3 clusters Score -9250415 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -9250367.000000 Penalty: 5362.916016
	Iteration 94Q: 3 clusters Score -9250367 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -9250431.000000 Penalty: 5362.916016
	Iteration 95Q: 3 clusters Score -9250431 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -9250536.000000 Penalty: 5362.916016
	Iteration 96Q: 3 clusters Score -9250536 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -9250669.000000 Penalty: 5362.916016
	Iteration 97Q: 3 clusters Score -9250669 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -9250738.000000 Penalty: 5362.916016
	Iteration 98Q: 3 clusters Score -9250738 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -9250792.000000 Penalty: 5362.916016
	Iteration 99Q: 3 clusters Score -9250792 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -9250863.000000 Penalty: 5362.916016
	Iteration 100F: 3 clusters Score -9250863 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -9250900.000000 Penalty: 5362.916016
	Iteration 101Q: 3 clusters Score -9250900 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -9250903.000000 Penalty: 5362.916016
	Iteration 102Q: 3 clusters Score -9250903 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -9250884.000000 Penalty: 5362.916016
	Iteration 103Q: 3 clusters Score -9250884 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -9250850.000000 Penalty: 5362.916016
	Iteration 104Q: 3 clusters Score -9250850 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -9250793.000000 Penalty: 5362.916016
	Iteration 105Q: 3 clusters Score -9250793 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -9250757.000000 Penalty: 5362.916016
	Iteration 106Q: 3 clusters Score -9250757 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -9250754.000000 Penalty: 5362.916016
	Iteration 107Q: 3 clusters Score -9250754 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -9250746.000000 Penalty: 5362.916016
	Iteration 108Q: 3 clusters Score -9250746 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -9250708.000000 Penalty: 5362.916016
	Iteration 109Q: 3 clusters Score -9250708 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -9250690.000000 Penalty: 5362.916016
	Iteration 110Q: 3 clusters Score -9250690 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -9250658.000000 Penalty: 5362.916016
	Iteration 111Q: 3 clusters Score -9250658 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -9250644.000000 Penalty: 5362.916016
	Iteration 112Q: 3 clusters Score -9250644 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -9250596.000000 Penalty: 5362.916016
	Iteration 113Q: 3 clusters Score -9250596 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -9250556.000000 Penalty: 5362.916016
	Iteration 114Q: 3 clusters Score -9250556 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -9250517.000000 Penalty: 5362.916016
	Iteration 115Q: 3 clusters Score -9250517 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -9250480.000000 Penalty: 5362.916016
	Iteration 116Q: 3 clusters Score -9250480 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -9250490.000000 Penalty: 5362.916016
	Iteration 117Q: 3 clusters Score -9250490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -9250504.000000 Penalty: 5362.916016
	Iteration 118Q: 3 clusters Score -9250504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -9250490.000000 Penalty: 5362.916016
	Iteration 119Q: 3 clusters Score -9250490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9250492.000000 Penalty: 5362.916016
	Iteration 120F: 3 clusters Score -9250492 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -9250468.000000 Penalty: 5362.916016
	Iteration 121Q: 3 clusters Score -9250468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -9250451.000000 Penalty: 5362.916016
	Iteration 122Q: 3 clusters Score -9250451 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -9250429.000000 Penalty: 5362.916016
	Iteration 123Q: 3 clusters Score -9250429 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -9250439.000000 Penalty: 5362.916016
	Iteration 124Q: 3 clusters Score -9250439 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46714 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -9250421.000000 Penalty: 5362.916016
	Iteration 125Q: 3 clusters Score -9250421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -9250408.000000 Penalty: 5362.916016
	Iteration 126Q: 3 clusters Score -9250408 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -9250399.000000 Penalty: 5362.916016
	Iteration 127Q: 3 clusters Score -9250399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -9250380.000000 Penalty: 5362.916016
	Iteration 128Q: 3 clusters Score -9250380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -9250385.000000 Penalty: 5362.916016
	Iteration 129Q: 3 clusters Score -9250385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -9250389.000000 Penalty: 5362.916016
	Iteration 130Q: 3 clusters Score -9250389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -9250390.000000 Penalty: 5362.916016
	Iteration 131Q: 3 clusters Score -9250390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -9250376.000000 Penalty: 5362.916016
	Iteration 132Q: 3 clusters Score -9250376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -9250354.000000 Penalty: 5362.916016
	Iteration 133Q: 3 clusters Score -9250354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -9250356.000000 Penalty: 5362.916016
	Iteration 134Q: 3 clusters Score -9250356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -9250361.000000 Penalty: 5362.916016
	Iteration 135Q: 3 clusters Score -9250361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -9250351.000000 Penalty: 5362.916016
	Iteration 136Q: 3 clusters Score -9250351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -9250365.000000 Penalty: 5362.916016
	Iteration 137Q: 3 clusters Score -9250365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -9250356.000000 Penalty: 5362.916016
	Iteration 138Q: 3 clusters Score -9250356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -9250366.000000 Penalty: 5362.916016
	Iteration 139Q: 3 clusters Score -9250366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -9250359.000000 Penalty: 5362.916016
	Iteration 140F: 3 clusters Score -9250359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -9250347.000000 Penalty: 5362.916016
	Iteration 141Q: 3 clusters Score -9250347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -9250345.000000 Penalty: 5362.916016
	Iteration 142Q: 3 clusters Score -9250345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -9250348.000000 Penalty: 5362.916016
	Iteration 143Q: 3 clusters Score -9250348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -9250351.000000 Penalty: 5362.916016
	Iteration 144Q: 3 clusters Score -9250351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -9250341.000000 Penalty: 5362.916016
	Iteration 145Q: 3 clusters Score -9250341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -9250342.000000 Penalty: 5362.916016
	Iteration 146Q: 3 clusters Score -9250342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -9250339.000000 Penalty: 5362.916016
	Iteration 147Q: 3 clusters Score -9250339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -9250342.000000 Penalty: 5362.916016
	Iteration 148Q: 3 clusters Score -9250342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9250349.000000 Penalty: 5362.916016
	Iteration 149Q: 3 clusters Score -9250349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -9250344.000000 Penalty: 5362.916016
	Iteration 150Q: 3 clusters Score -9250344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -9250351.000000 Penalty: 5362.916016
	Iteration 151Q: 3 clusters Score -9250351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9250352.000000 Penalty: 5362.916016
	Iteration 152Q: 3 clusters Score -9250352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9250348.000000 Penalty: 5362.916016
	Iteration 153Q: 3 clusters Score -9250348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -9250337.000000 Penalty: 5362.916016
	Iteration 154Q: 3 clusters Score -9250337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -9250340.000000 Penalty: 5362.916016
	Iteration 155Q: 3 clusters Score -9250340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -9250336.000000 Penalty: 5362.916016
	Iteration 156Q: 3 clusters Score -9250336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -9250336.000000 Penalty: 5362.916016
	Iteration 157F: 3 clusters Score -9250336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40966 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 46398 members 
Mstep: Class 5 contains 24444 members 
Mstep: Class 6 contains 44837 members 
Mstep: Class 7 contains 36407 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 47047 members 
Mstep: Class 10 contains 30387 members 
Mstep: Class 11 contains 11942 members 
Mstep: Class 12 contains 39554 members 
Mstep: Class 13 contains 45803 members 
Mstep: Class 14 contains 48144 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 46995 members 
Mstep: Class 17 contains 44878 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 46812 members 
Mstep: Class 20 contains 43477 members 
Mstep: Class 21 contains 1610 members 
Mstep: Class 22 contains 45083 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 44638 members 
Mstep: Class 25 contains 2634 members 
Entering Unmasked Estep 
Score: -126921544.000000 Penalty: 83433.343750
Splitting cluster 16 changes total score from -126923136.000000 to -126921544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (44878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Entering Unmasked Estep 
Score: -8234065.000000 Penalty: 2656.502441
	Iteration 0F: 2 clusters Score -8234065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -8203996.500000 Penalty: 5313.004883
	Iteration 0F: 3 clusters Score -8203996 nChanged 20690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -8215448.500000 Penalty: 5313.004883
	Iteration 1F: 3 clusters Score -8215448 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -8216102.000000 Penalty: 5313.004883
	Iteration 2Q: 3 clusters Score -8216102 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -8216877.500000 Penalty: 5313.004883
	Iteration 3Q: 3 clusters Score -8216878 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -8217923.000000 Penalty: 5313.004883
	Iteration 4Q: 3 clusters Score -8217923 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -8219514.500000 Penalty: 5313.004883
	Iteration 5F: 3 clusters Score -8219514 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -8221455.500000 Penalty: 5313.004883
	Iteration 6F: 3 clusters Score -8221456 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -8223930.000000 Penalty: 5313.004883
	Iteration 7F: 3 clusters Score -8223930 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -8226760.500000 Penalty: 5313.004883
	Iteration 8F: 3 clusters Score -8226760 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -8229592.000000 Penalty: 5313.004883
	Iteration 9F: 3 clusters Score -8229592 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -8231028.500000 Penalty: 5313.004883
	Iteration 10Q: 3 clusters Score -8231028 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -8231377.500000 Penalty: 5313.004883
	Iteration 11Q: 3 clusters Score -8231378 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -8231503.000000 Penalty: 5313.004883
	Iteration 12Q: 3 clusters Score -8231503 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -8231608.500000 Penalty: 5313.004883
	Iteration 13Q: 3 clusters Score -8231608 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -8231683.500000 Penalty: 5313.004883
	Iteration 14Q: 3 clusters Score -8231684 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -8231710.000000 Penalty: 5313.004883
	Iteration 15Q: 3 clusters Score -8231710 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -8231751.000000 Penalty: 5313.004883
	Iteration 16Q: 3 clusters Score -8231751 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -8231792.000000 Penalty: 5313.004883
	Iteration 17Q: 3 clusters Score -8231792 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -8231795.500000 Penalty: 5313.004883
	Iteration 18Q: 3 clusters Score -8231796 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -8231811.000000 Penalty: 5313.004883
	Iteration 19Q: 3 clusters Score -8231811 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8231820 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8231840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8231842 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8231878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8231883 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -8231886.500000 Penalty: 5313.004883
	Iteration 25Q: 3 clusters Score -8231886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8231895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -8231913.500000 Penalty: 5313.004883
	Iteration 27Q: 3 clusters Score -8231914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8231919 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -8231925.500000 Penalty: 5313.004883
	Iteration 29Q: 3 clusters Score -8231926 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8231920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -8231948.000000 Penalty: 5313.004883
	Iteration 31Q: 3 clusters Score -8231948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -8231952.500000 Penalty: 5313.004883
	Iteration 32Q: 3 clusters Score -8231952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -8231951.000000 Penalty: 5313.004883
	Iteration 33Q: 3 clusters Score -8231951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -8231969.000000 Penalty: 5313.004883
	Iteration 34Q: 3 clusters Score -8231969 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -8231967.000000 Penalty: 5313.004883
	Iteration 35Q: 3 clusters Score -8231967 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8231968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -8231977.000000 Penalty: 5313.004883
	Iteration 37Q: 3 clusters Score -8231977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -8232002.500000 Penalty: 5313.004883
	Iteration 38Q: 3 clusters Score -8232002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -8232019.500000 Penalty: 5313.004883
	Iteration 39Q: 3 clusters Score -8232020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8232026 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -8232028.500000 Penalty: 5313.004883
	Iteration 41Q: 3 clusters Score -8232028 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -8232023.000000 Penalty: 5313.004883
	Iteration 42Q: 3 clusters Score -8232023 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8232046 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 31576 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8232067 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8232079 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8232078 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8232094 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8232090 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -8232108.000000 Penalty: 5313.004883
	Iteration 49Q: 3 clusters Score -8232108 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -8232118.000000 Penalty: 5313.004883
	Iteration 50Q: 3 clusters Score -8232118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8232119 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -8232115.500000 Penalty: 5313.004883
	Iteration 52Q: 3 clusters Score -8232116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -8232123.000000 Penalty: 5313.004883
	Iteration 53Q: 3 clusters Score -8232123 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -8232132.000000 Penalty: 5313.004883
	Iteration 54Q: 3 clusters Score -8232132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -8232131.500000 Penalty: 5313.004883
	Iteration 55Q: 3 clusters Score -8232132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -8232142.000000 Penalty: 5313.004883
	Iteration 56Q: 3 clusters Score -8232142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -8232162.000000 Penalty: 5313.004883
	Iteration 57Q: 3 clusters Score -8232162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -8232158.500000 Penalty: 5313.004883
	Iteration 58Q: 3 clusters Score -8232158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -8232171.500000 Penalty: 5313.004883
	Iteration 59Q: 3 clusters Score -8232172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -8232188.000000 Penalty: 5313.004883
	Iteration 60F: 3 clusters Score -8232188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -8232194.500000 Penalty: 5313.004883
	Iteration 61Q: 3 clusters Score -8232194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -8232206.500000 Penalty: 5313.004883
	Iteration 62Q: 3 clusters Score -8232206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -8232200.000000 Penalty: 5313.004883
	Iteration 63Q: 3 clusters Score -8232200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -8232219.000000 Penalty: 5313.004883
	Iteration 64Q: 3 clusters Score -8232219 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -8232217.000000 Penalty: 5313.004883
	Iteration 65Q: 3 clusters Score -8232217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -8232228.500000 Penalty: 5313.004883
	Iteration 66Q: 3 clusters Score -8232228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -8232230.000000 Penalty: 5313.004883
	Iteration 67Q: 3 clusters Score -8232230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -8232215.000000 Penalty: 5313.004883
	Iteration 68Q: 3 clusters Score -8232215 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -8232238.500000 Penalty: 5313.004883
	Iteration 69Q: 3 clusters Score -8232238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -8232236.000000 Penalty: 5313.004883
	Iteration 70Q: 3 clusters Score -8232236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -8232255.500000 Penalty: 5313.004883
	Iteration 71Q: 3 clusters Score -8232256 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -8232282.000000 Penalty: 5313.004883
	Iteration 72Q: 3 clusters Score -8232282 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -8232303.000000 Penalty: 5313.004883
	Iteration 73Q: 3 clusters Score -8232303 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -8232309.000000 Penalty: 5313.004883
	Iteration 74Q: 3 clusters Score -8232309 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 33368 members 
Entering Unmasked Estep 
Score: -8232326.500000 Penalty: 5313.004883
	Iteration 75Q: 3 clusters Score -8232326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -8232344.000000 Penalty: 5313.004883
	Iteration 76Q: 3 clusters Score -8232344 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -8232354.500000 Penalty: 5313.004883
	Iteration 77Q: 3 clusters Score -8232354 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -8232349.500000 Penalty: 5313.004883
	Iteration 78Q: 3 clusters Score -8232350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -8232354.000000 Penalty: 5313.004883
	Iteration 79Q: 3 clusters Score -8232354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -8232358.500000 Penalty: 5313.004883
	Iteration 80F: 3 clusters Score -8232358 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -8232372.000000 Penalty: 5313.004883
	Iteration 81Q: 3 clusters Score -8232372 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -8232382.000000 Penalty: 5313.004883
	Iteration 82Q: 3 clusters Score -8232382 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -8232390.500000 Penalty: 5313.004883
	Iteration 83Q: 3 clusters Score -8232390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -8232395.000000 Penalty: 5313.004883
	Iteration 84Q: 3 clusters Score -8232395 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -8232403.500000 Penalty: 5313.004883
	Iteration 85Q: 3 clusters Score -8232404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -8232405.000000 Penalty: 5313.004883
	Iteration 86Q: 3 clusters Score -8232405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -8232403.500000 Penalty: 5313.004883
	Iteration 87Q: 3 clusters Score -8232404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -8232418.000000 Penalty: 5313.004883
	Iteration 88Q: 3 clusters Score -8232418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -8232419.000000 Penalty: 5313.004883
	Iteration 89Q: 3 clusters Score -8232419 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -8232419.500000 Penalty: 5313.004883
	Iteration 90Q: 3 clusters Score -8232420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -8232417.500000 Penalty: 5313.004883
	Iteration 91Q: 3 clusters Score -8232418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -8232415.000000 Penalty: 5313.004883
	Iteration 92Q: 3 clusters Score -8232415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -8232431.500000 Penalty: 5313.004883
	Iteration 93Q: 3 clusters Score -8232432 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -8232434.000000 Penalty: 5313.004883
	Iteration 94Q: 3 clusters Score -8232434 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10445 members 
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Entering Unmasked Estep 
Score: -8232430.500000 Penalty: 5313.004883
	Iteration 95Q: 3 clusters Score -8232430 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -8232426.000000 Penalty: 5313.004883
	Iteration 96Q: 3 clusters Score -8232426 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -8232443.000000 Penalty: 5313.004883
	Iteration 97Q: 3 clusters Score -8232443 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -8232448.000000 Penalty: 5313.004883
	Iteration 98Q: 3 clusters Score -8232448 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -8232465.500000 Penalty: 5313.004883
	Iteration 99Q: 3 clusters Score -8232466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -8232452.000000 Penalty: 5313.004883
	Iteration 100F: 3 clusters Score -8232452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -8232448.500000 Penalty: 5313.004883
	Iteration 101Q: 3 clusters Score -8232448 nChanged 17
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Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -8232453.000000 Penalty: 5313.004883
	Iteration 102Q: 3 clusters Score -8232453 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -8232443.500000 Penalty: 5313.004883
	Iteration 103Q: 3 clusters Score -8232444 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -8232441.500000 Penalty: 5313.004883
	Iteration 104Q: 3 clusters Score -8232442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -8232442.500000 Penalty: 5313.004883
	Iteration 105Q: 3 clusters Score -8232442 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8232450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8232452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -8232457.000000 Penalty: 5313.004883
	Iteration 108Q: 3 clusters Score -8232457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -8232459.000000 Penalty: 5313.004883
	Iteration 109Q: 3 clusters Score -8232459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -8232452.500000 Penalty: 5313.004883
	Iteration 110Q: 3 clusters Score -8232452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -8232454.000000 Penalty: 5313.004883
	Iteration 111Q: 3 clusters Score -8232454 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -8232454.500000 Penalty: 5313.004883
	Iteration 112Q: 3 clusters Score -8232454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -8232456.500000 Penalty: 5313.004883
	Iteration 113Q: 3 clusters Score -8232456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -8232453.500000 Penalty: 5313.004883
	Iteration 114Q: 3 clusters Score -8232454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -8232462.500000 Penalty: 5313.004883
	Iteration 115Q: 3 clusters Score -8232462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -8232458.000000 Penalty: 5313.004883
	Iteration 116Q: 3 clusters Score -8232458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -8232447.500000 Penalty: 5313.004883
	Iteration 117Q: 3 clusters Score -8232448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -8232452.500000 Penalty: 5313.004883
	Iteration 118Q: 3 clusters Score -8232452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -8232449.500000 Penalty: 5313.004883
	Iteration 119Q: 3 clusters Score -8232450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -8232451.500000 Penalty: 5313.004883
	Iteration 120F: 3 clusters Score -8232452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -8232447.000000 Penalty: 5313.004883
	Iteration 121Q: 3 clusters Score -8232447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -8232451.500000 Penalty: 5313.004883
	Iteration 122Q: 3 clusters Score -8232452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -8232451.500000 Penalty: 5313.004883
	Iteration 123F: 3 clusters Score -8232452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -589806.687500 Penalty: 2015.009644
	Iteration 0F: 2 clusters Score -589806.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -586266.000000 Penalty: 4030.019287
	Iteration 0F: 3 clusters Score -586266 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -587016.812500 Penalty: 4030.019287
	Iteration 1F: 3 clusters Score -587016.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -587248.125000 Penalty: 4030.019287
	Iteration 2F: 3 clusters Score -587248.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -587407.125000 Penalty: 4030.019287
	Iteration 3F: 3 clusters Score -587407.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -587531.750000 Penalty: 4030.019287
	Iteration 4Q: 3 clusters Score -587531.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -587640.250000 Penalty: 4030.019287
	Iteration 5Q: 3 clusters Score -587640.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -587726.312500 Penalty: 4030.019287
	Iteration 6Q: 3 clusters Score -587726.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -587804.812500 Penalty: 4030.019287
	Iteration 7Q: 3 clusters Score -587804.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -587872.625000 Penalty: 4030.019287
	Iteration 8Q: 3 clusters Score -587872.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -587927.250000 Penalty: 4030.019287
	Iteration 9Q: 3 clusters Score -587927.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -587976.375000 Penalty: 4030.019287
	Iteration 10Q: 3 clusters Score -587976.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -588020.000000 Penalty: 4030.019287
	Iteration 11Q: 3 clusters Score -588020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -588051.000000 Penalty: 4030.019287
	Iteration 12Q: 3 clusters Score -588051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -588082.812500 Penalty: 4030.019287
	Iteration 13Q: 3 clusters Score -588082.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -588112.187500 Penalty: 4030.019287
	Iteration 14Q: 3 clusters Score -588112.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -588137.187500 Penalty: 4030.019287
	Iteration 15Q: 3 clusters Score -588137.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -588159.312500 Penalty: 4030.019287
	Iteration 16Q: 3 clusters Score -588159.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -588176.250000 Penalty: 4030.019287
	Iteration 17Q: 3 clusters Score -588176.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -588193.687500 Penalty: 4030.019287
	Iteration 18Q: 3 clusters Score -588193.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -588210.562500 Penalty: 4030.019287
	Iteration 19Q: 3 clusters Score -588210.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -588226.062500 Penalty: 4030.019287
	Iteration 20F: 3 clusters Score -588226.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -588239.875000 Penalty: 4030.019287
	Iteration 21Q: 3 clusters Score -588239.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -588256.812500 Penalty: 4030.019287
	Iteration 22Q: 3 clusters Score -588256.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -588277.312500 Penalty: 4030.019287
	Iteration 23Q: 3 clusters Score -588277.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -588296.062500 Penalty: 4030.019287
	Iteration 24Q: 3 clusters Score -588296.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -588305.437500 Penalty: 4030.019287
	Iteration 25Q: 3 clusters Score -588305.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -588318.000000 Penalty: 4030.019287
	Iteration 26Q: 3 clusters Score -588318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -588325.687500 Penalty: 4030.019287
	Iteration 27Q: 3 clusters Score -588325.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -588334.062500 Penalty: 4030.019287
	Iteration 28Q: 3 clusters Score -588334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -588344.687500 Penalty: 4030.019287
	Iteration 29Q: 3 clusters Score -588344.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -588352.437500 Penalty: 4030.019287
	Iteration 30Q: 3 clusters Score -588352.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -588358.125000 Penalty: 4030.019287
	Iteration 31Q: 3 clusters Score -588358.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -588360.687500 Penalty: 4030.019287
	Iteration 32Q: 3 clusters Score -588360.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -588361.812500 Penalty: 4030.019287
	Iteration 33Q: 3 clusters Score -588361.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -588364.625000 Penalty: 4030.019287
	Iteration 34Q: 3 clusters Score -588364.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -588365.875000 Penalty: 4030.019287
	Iteration 35Q: 3 clusters Score -588365.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -588370.000000 Penalty: 4030.019287
	Iteration 36Q: 3 clusters Score -588370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -588370.687500 Penalty: 4030.019287
	Iteration 37Q: 3 clusters Score -588370.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -588372.750000 Penalty: 4030.019287
	Iteration 38Q: 3 clusters Score -588372.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -588372.750000 Penalty: 4030.019287
	Iteration 39F: 3 clusters Score -588372.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Entering Unmasked Estep 
Score: -8714074.000000 Penalty: 2666.965820
	Iteration 0F: 2 clusters Score -8714074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -8686058.000000 Penalty: 5333.931641
	Iteration 0F: 3 clusters Score -8686058 nChanged 21461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -8698020.000000 Penalty: 5333.931641
	Iteration 1F: 3 clusters Score -8698020 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -8698624.000000 Penalty: 5333.931641
	Iteration 2Q: 3 clusters Score -8698624 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -8699181.000000 Penalty: 5333.931641
	Iteration 3Q: 3 clusters Score -8699181 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -8699756.000000 Penalty: 5333.931641
	Iteration 4Q: 3 clusters Score -8699756 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -8700430.000000 Penalty: 5333.931641
	Iteration 5Q: 3 clusters Score -8700430 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -8701310.000000 Penalty: 5333.931641
	Iteration 6Q: 3 clusters Score -8701310 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -8702466.000000 Penalty: 5333.931641
	Iteration 7Q: 3 clusters Score -8702466 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -8703885.000000 Penalty: 5333.931641
	Iteration 8Q: 3 clusters Score -8703885 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -8705522.000000 Penalty: 5333.931641
	Iteration 9F: 3 clusters Score -8705522 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -8707100.000000 Penalty: 5333.931641
	Iteration 10F: 3 clusters Score -8707100 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -8708396.000000 Penalty: 5333.931641
	Iteration 11Q: 3 clusters Score -8708396 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -8709411.000000 Penalty: 5333.931641
	Iteration 12Q: 3 clusters Score -8709411 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -8710221.000000 Penalty: 5333.931641
	Iteration 13Q: 3 clusters Score -8710221 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -8710974.000000 Penalty: 5333.931641
	Iteration 14Q: 3 clusters Score -8710974 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -8711543.000000 Penalty: 5333.931641
	Iteration 15Q: 3 clusters Score -8711543 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -8712169.000000 Penalty: 5333.931641
	Iteration 16Q: 3 clusters Score -8712169 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -8712754.000000 Penalty: 5333.931641
	Iteration 17Q: 3 clusters Score -8712754 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -8712910.000000 Penalty: 5333.931641
	Iteration 18Q: 3 clusters Score -8712910 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8712896.000000 Penalty: 5333.931641
	Iteration 19Q: 3 clusters Score -8712896 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -8712853.000000 Penalty: 5333.931641
	Iteration 20F: 3 clusters Score -8712853 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -8712805.000000 Penalty: 5333.931641
	Iteration 21Q: 3 clusters Score -8712805 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8712742.000000 Penalty: 5333.931641
	Iteration 22Q: 3 clusters Score -8712742 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -8712660.000000 Penalty: 5333.931641
	Iteration 23Q: 3 clusters Score -8712660 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -8712637.000000 Penalty: 5333.931641
	Iteration 24Q: 3 clusters Score -8712637 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -8712631.000000 Penalty: 5333.931641
	Iteration 25Q: 3 clusters Score -8712631 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8712596.000000 Penalty: 5333.931641
	Iteration 26Q: 3 clusters Score -8712596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -8712570.000000 Penalty: 5333.931641
	Iteration 27Q: 3 clusters Score -8712570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -8712546.000000 Penalty: 5333.931641
	Iteration 28Q: 3 clusters Score -8712546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -8712536.000000 Penalty: 5333.931641
	Iteration 29Q: 3 clusters Score -8712536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -8712495.000000 Penalty: 5333.931641
	Iteration 30Q: 3 clusters Score -8712495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -8712471.000000 Penalty: 5333.931641
	Iteration 31Q: 3 clusters Score -8712471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -8712455.000000 Penalty: 5333.931641
	Iteration 32Q: 3 clusters Score -8712455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8712440.000000 Penalty: 5333.931641
	Iteration 33Q: 3 clusters Score -8712440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -8712430.000000 Penalty: 5333.931641
	Iteration 34Q: 3 clusters Score -8712430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -8712417.000000 Penalty: 5333.931641
	Iteration 35Q: 3 clusters Score -8712417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -8712422.000000 Penalty: 5333.931641
	Iteration 36Q: 3 clusters Score -8712422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -8712422.000000 Penalty: 5333.931641
	Iteration 37Q: 3 clusters Score -8712422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -8712416.000000 Penalty: 5333.931641
	Iteration 38Q: 3 clusters Score -8712416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -8712422.000000 Penalty: 5333.931641
	Iteration 39Q: 3 clusters Score -8712422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -8712409.000000 Penalty: 5333.931641
	Iteration 40F: 3 clusters Score -8712409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Entering Unmasked Estep 
Score: -8044086.500000 Penalty: 2648.636719
	Iteration 0F: 2 clusters Score -8044086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -8015307.000000 Penalty: 5297.273438
	Iteration 0F: 3 clusters Score -8015307 nChanged 19988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -8026226.500000 Penalty: 5297.273438
	Iteration 1F: 3 clusters Score -8026226 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -8026743.500000 Penalty: 5297.273438
	Iteration 2Q: 3 clusters Score -8026744 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -8027293.500000 Penalty: 5297.273438
	Iteration 3Q: 3 clusters Score -8027294 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -8028075.500000 Penalty: 5297.273438
	Iteration 4Q: 3 clusters Score -8028076 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -8029261.000000 Penalty: 5297.273438
	Iteration 5F: 3 clusters Score -8029261 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -8030906.500000 Penalty: 5297.273438
	Iteration 6F: 3 clusters Score -8030906 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -8032971.500000 Penalty: 5297.273438
	Iteration 7F: 3 clusters Score -8032972 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -8035514.000000 Penalty: 5297.273438
	Iteration 8F: 3 clusters Score -8035514 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -8037784.000000 Penalty: 5297.273438
	Iteration 9F: 3 clusters Score -8037784 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -8039189.500000 Penalty: 5297.273438
	Iteration 10F: 3 clusters Score -8039190 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -8039922.500000 Penalty: 5297.273438
	Iteration 11Q: 3 clusters Score -8039922 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -8040258.000000 Penalty: 5297.273438
	Iteration 12Q: 3 clusters Score -8040258 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -8040572.500000 Penalty: 5297.273438
	Iteration 13Q: 3 clusters Score -8040572 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -8040805.000000 Penalty: 5297.273438
	Iteration 14Q: 3 clusters Score -8040805 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -8041038.000000 Penalty: 5297.273438
	Iteration 15Q: 3 clusters Score -8041038 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -8041189.500000 Penalty: 5297.273438
	Iteration 16Q: 3 clusters Score -8041190 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -8041308.500000 Penalty: 5297.273438
	Iteration 17Q: 3 clusters Score -8041308 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -8041409.000000 Penalty: 5297.273438
	Iteration 18Q: 3 clusters Score -8041409 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -8041510.500000 Penalty: 5297.273438
	Iteration 19Q: 3 clusters Score -8041510 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -8041561.000000 Penalty: 5297.273438
	Iteration 20F: 3 clusters Score -8041561 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -8041624.500000 Penalty: 5297.273438
	Iteration 21Q: 3 clusters Score -8041624 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -8041668.500000 Penalty: 5297.273438
	Iteration 22Q: 3 clusters Score -8041668 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -8041707.500000 Penalty: 5297.273438
	Iteration 23Q: 3 clusters Score -8041708 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -8041749.500000 Penalty: 5297.273438
	Iteration 24Q: 3 clusters Score -8041750 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -8041770.500000 Penalty: 5297.273438
	Iteration 25Q: 3 clusters Score -8041770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -8041781.000000 Penalty: 5297.273438
	Iteration 26Q: 3 clusters Score -8041781 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -8041813.000000 Penalty: 5297.273438
	Iteration 27Q: 3 clusters Score -8041813 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -8041827.500000 Penalty: 5297.273438
	Iteration 28Q: 3 clusters Score -8041828 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -8041838.500000 Penalty: 5297.273438
	Iteration 29Q: 3 clusters Score -8041838 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -8041860.000000 Penalty: 5297.273438
	Iteration 30Q: 3 clusters Score -8041860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -8041884.000000 Penalty: 5297.273438
	Iteration 31Q: 3 clusters Score -8041884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -8041902.000000 Penalty: 5297.273438
	Iteration 32Q: 3 clusters Score -8041902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -8041916.500000 Penalty: 5297.273438
	Iteration 33Q: 3 clusters Score -8041916 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -8041939.500000 Penalty: 5297.273438
	Iteration 34Q: 3 clusters Score -8041940 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -8041969.500000 Penalty: 5297.273438
	Iteration 35Q: 3 clusters Score -8041970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -8042008.500000 Penalty: 5297.273438
	Iteration 36Q: 3 clusters Score -8042008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -8042032.500000 Penalty: 5297.273438
	Iteration 37Q: 3 clusters Score -8042032 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -8042043.500000 Penalty: 5297.273438
	Iteration 38Q: 3 clusters Score -8042044 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -8042071.000000 Penalty: 5297.273438
	Iteration 39Q: 3 clusters Score -8042071 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -8042074.000000 Penalty: 5297.273438
	Iteration 40F: 3 clusters Score -8042074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -8042098.500000 Penalty: 5297.273438
	Iteration 41Q: 3 clusters Score -8042098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -8042108.000000 Penalty: 5297.273438
	Iteration 42Q: 3 clusters Score -8042108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -8042120.000000 Penalty: 5297.273438
	Iteration 43Q: 3 clusters Score -8042120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -8042148.000000 Penalty: 5297.273438
	Iteration 44Q: 3 clusters Score -8042148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -8042166.000000 Penalty: 5297.273438
	Iteration 45Q: 3 clusters Score -8042166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -8042169.000000 Penalty: 5297.273438
	Iteration 46Q: 3 clusters Score -8042169 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -8042184.500000 Penalty: 5297.273438
	Iteration 47Q: 3 clusters Score -8042184 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -8042201.500000 Penalty: 5297.273438
	Iteration 48Q: 3 clusters Score -8042202 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -8042202.500000 Penalty: 5297.273438
	Iteration 49Q: 3 clusters Score -8042202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -8042209.500000 Penalty: 5297.273438
	Iteration 50Q: 3 clusters Score -8042210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -8042226.000000 Penalty: 5297.273438
	Iteration 51Q: 3 clusters Score -8042226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -8042225.500000 Penalty: 5297.273438
	Iteration 52Q: 3 clusters Score -8042226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -8042245.000000 Penalty: 5297.273438
	Iteration 53Q: 3 clusters Score -8042245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -8042245.000000 Penalty: 5297.273438
	Iteration 54Q: 3 clusters Score -8042245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -8042260.500000 Penalty: 5297.273438
	Iteration 55Q: 3 clusters Score -8042260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -8042266.500000 Penalty: 5297.273438
	Iteration 56Q: 3 clusters Score -8042266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -8042272.000000 Penalty: 5297.273438
	Iteration 57Q: 3 clusters Score -8042272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -8042275.500000 Penalty: 5297.273438
	Iteration 58Q: 3 clusters Score -8042276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -8042279.500000 Penalty: 5297.273438
	Iteration 59Q: 3 clusters Score -8042280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -8042283.500000 Penalty: 5297.273438
	Iteration 60F: 3 clusters Score -8042284 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -8042294.000000 Penalty: 5297.273438
	Iteration 61Q: 3 clusters Score -8042294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -8042293.000000 Penalty: 5297.273438
	Iteration 62Q: 3 clusters Score -8042293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -8042295.000000 Penalty: 5297.273438
	Iteration 63Q: 3 clusters Score -8042295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -8042306.000000 Penalty: 5297.273438
	Iteration 64Q: 3 clusters Score -8042306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -8042302.000000 Penalty: 5297.273438
	Iteration 65Q: 3 clusters Score -8042302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -8042311.500000 Penalty: 5297.273438
	Iteration 66Q: 3 clusters Score -8042312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -8042310.500000 Penalty: 5297.273438
	Iteration 67Q: 3 clusters Score -8042310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -8042326.500000 Penalty: 5297.273438
	Iteration 68Q: 3 clusters Score -8042326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -8042337.500000 Penalty: 5297.273438
	Iteration 69Q: 3 clusters Score -8042338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -8042337.500000 Penalty: 5297.273438
	Iteration 70Q: 3 clusters Score -8042338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -8042346.500000 Penalty: 5297.273438
	Iteration 71Q: 3 clusters Score -8042346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -8042338.000000 Penalty: 5297.273438
	Iteration 72Q: 3 clusters Score -8042338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -8042337.000000 Penalty: 5297.273438
	Iteration 73Q: 3 clusters Score -8042337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -8042345.500000 Penalty: 5297.273438
	Iteration 74Q: 3 clusters Score -8042346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -8042353.500000 Penalty: 5297.273438
	Iteration 75Q: 3 clusters Score -8042354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -8042366.000000 Penalty: 5297.273438
	Iteration 76Q: 3 clusters Score -8042366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -8042361.500000 Penalty: 5297.273438
	Iteration 77Q: 3 clusters Score -8042362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -8042351.000000 Penalty: 5297.273438
	Iteration 78Q: 3 clusters Score -8042351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -8042360.000000 Penalty: 5297.273438
	Iteration 79Q: 3 clusters Score -8042360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -8042357.500000 Penalty: 5297.273438
	Iteration 80F: 3 clusters Score -8042358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -8042366.500000 Penalty: 5297.273438
	Iteration 81Q: 3 clusters Score -8042366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -8042374.000000 Penalty: 5297.273438
	Iteration 82Q: 3 clusters Score -8042374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -8042367.000000 Penalty: 5297.273438
	Iteration 83Q: 3 clusters Score -8042367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -8042369.500000 Penalty: 5297.273438
	Iteration 84Q: 3 clusters Score -8042370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -8042366.000000 Penalty: 5297.273438
	Iteration 85Q: 3 clusters Score -8042366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -8042380.500000 Penalty: 5297.273438
	Iteration 86Q: 3 clusters Score -8042380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -8042385.000000 Penalty: 5297.273438
	Iteration 87Q: 3 clusters Score -8042385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -8042382.500000 Penalty: 5297.273438
	Iteration 88Q: 3 clusters Score -8042382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -8042382.500000 Penalty: 5297.273438
	Iteration 89Q: 3 clusters Score -8042382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -8042386.500000 Penalty: 5297.273438
	Iteration 90Q: 3 clusters Score -8042386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -8042396.000000 Penalty: 5297.273438
	Iteration 91Q: 3 clusters Score -8042396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -8042399.000000 Penalty: 5297.273438
	Iteration 92Q: 3 clusters Score -8042399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -8042404.500000 Penalty: 5297.273438
	Iteration 93Q: 3 clusters Score -8042404 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -8042402.000000 Penalty: 5297.273438
	Iteration 94Q: 3 clusters Score -8042402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -8042398.000000 Penalty: 5297.273438
	Iteration 95Q: 3 clusters Score -8042398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -8042399.000000 Penalty: 5297.273438
	Iteration 96Q: 3 clusters Score -8042399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -8042409.500000 Penalty: 5297.273438
	Iteration 97Q: 3 clusters Score -8042410 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -8042409.000000 Penalty: 5297.273438
	Iteration 98Q: 3 clusters Score -8042409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -8042425.000000 Penalty: 5297.273438
	Iteration 99Q: 3 clusters Score -8042425 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -8042422.500000 Penalty: 5297.273438
	Iteration 100F: 3 clusters Score -8042422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -8042427.000000 Penalty: 5297.273438
	Iteration 101Q: 3 clusters Score -8042427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -8042423.000000 Penalty: 5297.273438
	Iteration 102Q: 3 clusters Score -8042423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -8042424.000000 Penalty: 5297.273438
	Iteration 103Q: 3 clusters Score -8042424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -8042424.500000 Penalty: 5297.273438
	Iteration 104Q: 3 clusters Score -8042424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -8042428.000000 Penalty: 5297.273438
	Iteration 105Q: 3 clusters Score -8042428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -8042438.500000 Penalty: 5297.273438
	Iteration 106Q: 3 clusters Score -8042438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -8042442.500000 Penalty: 5297.273438
	Iteration 107Q: 3 clusters Score -8042442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -8042442.000000 Penalty: 5297.273438
	Iteration 108Q: 3 clusters Score -8042442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -8042449.000000 Penalty: 5297.273438
	Iteration 109Q: 3 clusters Score -8042449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -8042453.000000 Penalty: 5297.273438
	Iteration 110Q: 3 clusters Score -8042453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -8042449.500000 Penalty: 5297.273438
	Iteration 111Q: 3 clusters Score -8042450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -8042463.500000 Penalty: 5297.273438
	Iteration 112Q: 3 clusters Score -8042464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -8042466.500000 Penalty: 5297.273438
	Iteration 113Q: 3 clusters Score -8042466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -8042460.500000 Penalty: 5297.273438
	Iteration 114Q: 3 clusters Score -8042460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -8042459.500000 Penalty: 5297.273438
	Iteration 115Q: 3 clusters Score -8042460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37675 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -8042471.500000 Penalty: 5297.273438
	Iteration 116Q: 3 clusters Score -8042472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -8042472.500000 Penalty: 5297.273438
	Iteration 117Q: 3 clusters Score -8042472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -8042486.000000 Penalty: 5297.273438
	Iteration 118Q: 3 clusters Score -8042486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -8042476.000000 Penalty: 5297.273438
	Iteration 119Q: 3 clusters Score -8042476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -8042482.500000 Penalty: 5297.273438
	Iteration 120F: 3 clusters Score -8042482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -8042483.500000 Penalty: 5297.273438
	Iteration 121Q: 3 clusters Score -8042484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -8042492.000000 Penalty: 5297.273438
	Iteration 122Q: 3 clusters Score -8042492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -8042490.000000 Penalty: 5297.273438
	Iteration 123Q: 3 clusters Score -8042490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -8042487.500000 Penalty: 5297.273438
	Iteration 124Q: 3 clusters Score -8042488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -8042505.000000 Penalty: 5297.273438
	Iteration 125Q: 3 clusters Score -8042505 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -8042502.000000 Penalty: 5297.273438
	Iteration 126Q: 3 clusters Score -8042502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -8042501.000000 Penalty: 5297.273438
	Iteration 127Q: 3 clusters Score -8042501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -8042489.500000 Penalty: 5297.273438
	Iteration 128Q: 3 clusters Score -8042490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -8042502.000000 Penalty: 5297.273438
	Iteration 129Q: 3 clusters Score -8042502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -8042506.500000 Penalty: 5297.273438
	Iteration 130Q: 3 clusters Score -8042506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -8042502.500000 Penalty: 5297.273438
	Iteration 131Q: 3 clusters Score -8042502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -8042505.500000 Penalty: 5297.273438
	Iteration 132Q: 3 clusters Score -8042506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -8042506.500000 Penalty: 5297.273438
	Iteration 133Q: 3 clusters Score -8042506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -8042511.500000 Penalty: 5297.273438
	Iteration 134Q: 3 clusters Score -8042512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -8042515.500000 Penalty: 5297.273438
	Iteration 135Q: 3 clusters Score -8042516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -8042512.000000 Penalty: 5297.273438
	Iteration 136Q: 3 clusters Score -8042512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -8042511.000000 Penalty: 5297.273438
	Iteration 137Q: 3 clusters Score -8042511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -8042516.500000 Penalty: 5297.273438
	Iteration 138Q: 3 clusters Score -8042516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -8042521.500000 Penalty: 5297.273438
	Iteration 139Q: 3 clusters Score -8042522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -8042525.000000 Penalty: 5297.273438
	Iteration 140F: 3 clusters Score -8042525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -8042533.500000 Penalty: 5297.273438
	Iteration 141Q: 3 clusters Score -8042534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -8042534.500000 Penalty: 5297.273438
	Iteration 142Q: 3 clusters Score -8042534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -8042536.000000 Penalty: 5297.273438
	Iteration 143Q: 3 clusters Score -8042536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -8042538.000000 Penalty: 5297.273438
	Iteration 144Q: 3 clusters Score -8042538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -8042538.000000 Penalty: 5297.273438
	Iteration 145F: 3 clusters Score -8042538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Entering Unmasked Estep 
Score: -259888.984375 Penalty: 1831.229370
	Iteration 0F: 2 clusters Score -259889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -257547.015625 Penalty: 3662.458740
	Iteration 0F: 3 clusters Score -257547 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -258386.718750 Penalty: 3662.458740
	Iteration 1F: 3 clusters Score -258386.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -259011.500000 Penalty: 3662.458740
	Iteration 2F: 3 clusters Score -259011.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -259367.796875 Penalty: 3662.458740
	Iteration 3F: 3 clusters Score -259367.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -259557.546875 Penalty: 3662.458740
	Iteration 4F: 3 clusters Score -259557.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -259664.140625 Penalty: 3662.458740
	Iteration 5Q: 3 clusters Score -259664.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -259715.312500 Penalty: 3662.458740
	Iteration 6Q: 3 clusters Score -259715.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -259746.609375 Penalty: 3662.458740
	Iteration 7Q: 3 clusters Score -259746.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -259777.625000 Penalty: 3662.458740
	Iteration 8Q: 3 clusters Score -259777.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -259801.015625 Penalty: 3662.458740
	Iteration 9Q: 3 clusters Score -259801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -259817.328125 Penalty: 3662.458740
	Iteration 10Q: 3 clusters Score -259817.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -259832.312500 Penalty: 3662.458740
	Iteration 11Q: 3 clusters Score -259832.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -259841.968750 Penalty: 3662.458740
	Iteration 12Q: 3 clusters Score -259842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -259845.781250 Penalty: 3662.458740
	Iteration 13Q: 3 clusters Score -259845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -259850.750000 Penalty: 3662.458740
	Iteration 14Q: 3 clusters Score -259850.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -259856.171875 Penalty: 3662.458740
	Iteration 15Q: 3 clusters Score -259856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -259862.812500 Penalty: 3662.458740
	Iteration 16Q: 3 clusters Score -259862.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -259867.578125 Penalty: 3662.458740
	Iteration 17Q: 3 clusters Score -259867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -259870.921875 Penalty: 3662.458740
	Iteration 18Q: 3 clusters Score -259870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -259872.000000 Penalty: 3662.458740
	Iteration 19Q: 3 clusters Score -259872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -259873.562500 Penalty: 3662.458740
	Iteration 20F: 3 clusters Score -259873.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -259874.859375 Penalty: 3662.458740
	Iteration 21Q: 3 clusters Score -259874.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -259875.515625 Penalty: 3662.458740
	Iteration 22Q: 3 clusters Score -259875.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -259877.234375 Penalty: 3662.458740
	Iteration 23Q: 3 clusters Score -259877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -259877.828125 Penalty: 3662.458740
	Iteration 24Q: 3 clusters Score -259877.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -259877.828125 Penalty: 3662.458740
	Iteration 25F: 3 clusters Score -259877.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (45083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Entering Unmasked Estep 
Score: -8366206.000000 Penalty: 2657.632812
	Iteration 0F: 2 clusters Score -8366206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -8337272.000000 Penalty: 5315.265625
	Iteration 0F: 3 clusters Score -8337272 nChanged 20589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -8348423.000000 Penalty: 5315.265625
	Iteration 1F: 3 clusters Score -8348423 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -8348835.000000 Penalty: 5315.265625
	Iteration 2Q: 3 clusters Score -8348835 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -8349299.000000 Penalty: 5315.265625
	Iteration 3Q: 3 clusters Score -8349299 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20292 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -8349794.500000 Penalty: 5315.265625
	Iteration 4Q: 3 clusters Score -8349794 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -8350397.500000 Penalty: 5315.265625
	Iteration 5Q: 3 clusters Score -8350398 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -8351237.500000 Penalty: 5315.265625
	Iteration 6Q: 3 clusters Score -8351238 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -8352458.000000 Penalty: 5315.265625
	Iteration 7F: 3 clusters Score -8352458 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -8354385.000000 Penalty: 5315.265625
	Iteration 8F: 3 clusters Score -8354385 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -8357021.000000 Penalty: 5315.265625
	Iteration 9F: 3 clusters Score -8357021 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -8359591.000000 Penalty: 5315.265625
	Iteration 10F: 3 clusters Score -8359591 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -8361756.000000 Penalty: 5315.265625
	Iteration 11F: 3 clusters Score -8361756 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -8363183.500000 Penalty: 5315.265625
	Iteration 12Q: 3 clusters Score -8363184 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -8363823.500000 Penalty: 5315.265625
	Iteration 13Q: 3 clusters Score -8363824 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -8364012.000000 Penalty: 5315.265625
	Iteration 14Q: 3 clusters Score -8364012 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -8364064.500000 Penalty: 5315.265625
	Iteration 15Q: 3 clusters Score -8364064 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -8364112.500000 Penalty: 5315.265625
	Iteration 16Q: 3 clusters Score -8364112 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -8364146.500000 Penalty: 5315.265625
	Iteration 17Q: 3 clusters Score -8364146 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -8364152.000000 Penalty: 5315.265625
	Iteration 18Q: 3 clusters Score -8364152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -8364161.000000 Penalty: 5315.265625
	Iteration 19Q: 3 clusters Score -8364161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -8364174.000000 Penalty: 5315.265625
	Iteration 20F: 3 clusters Score -8364174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -8364177.500000 Penalty: 5315.265625
	Iteration 21Q: 3 clusters Score -8364178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -8364161.000000 Penalty: 5315.265625
	Iteration 22Q: 3 clusters Score -8364161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -8364164.500000 Penalty: 5315.265625
	Iteration 23Q: 3 clusters Score -8364164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -8364170.500000 Penalty: 5315.265625
	Iteration 24Q: 3 clusters Score -8364170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -8364173.500000 Penalty: 5315.265625
	Iteration 25Q: 3 clusters Score -8364174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -8364173.500000 Penalty: 5315.265625
	Iteration 26Q: 3 clusters Score -8364174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8364188.000000 Penalty: 5315.265625
	Iteration 27Q: 3 clusters Score -8364188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -8364178.000000 Penalty: 5315.265625
	Iteration 28Q: 3 clusters Score -8364178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -8364184.000000 Penalty: 5315.265625
	Iteration 29Q: 3 clusters Score -8364184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -8364175.000000 Penalty: 5315.265625
	Iteration 30Q: 3 clusters Score -8364175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -8364175.000000 Penalty: 5315.265625
	Iteration 31F: 3 clusters Score -8364175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -81770.742188 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -81770.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -80300.468750 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -80300.47 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80777.945312 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -80777.95 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -81014.429688 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -81014.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -81165.187500 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -81165.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -81274.921875 Penalty: 3183.509033
	Iteration 4Q: 3 clusters Score -81274.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -81360.992188 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -81360.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -81426.898438 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -81426.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -81492.679688 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -81492.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -81581.734375 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -81581.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -81646.187500 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -81646.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -81689.257812 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -81689.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81734.164062 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -81734.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81761.585938 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -81761.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81774.523438 Penalty: 3183.509033
	Iteration 13Q: 3 clusters Score -81774.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81792.054688 Penalty: 3183.509033
	Iteration 14Q: 3 clusters Score -81792.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81797.218750 Penalty: 3183.509033
	Iteration 15Q: 3 clusters Score -81797.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -81803.132812 Penalty: 3183.509033
	Iteration 16Q: 3 clusters Score -81803.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81811.781250 Penalty: 3183.509033
	Iteration 17Q: 3 clusters Score -81811.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81813.343750 Penalty: 3183.509033
	Iteration 18Q: 3 clusters Score -81813.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81814.726562 Penalty: 3183.509033
	Iteration 19F: 3 clusters Score -81814.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -81820.359375 Penalty: 3183.509033
	Iteration 20F: 3 clusters Score -81820.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -81825.093750 Penalty: 3183.509033
	Iteration 21Q: 3 clusters Score -81825.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81828.554688 Penalty: 3183.509033
	Iteration 22Q: 3 clusters Score -81828.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -81828.554688 Penalty: 3183.509033
	Iteration 23F: 3 clusters Score -81828.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40966 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 46398 members 
Mstep: Class 5 contains 24444 members 
Mstep: Class 6 contains 44837 members 
Mstep: Class 7 contains 36407 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 47047 members 
Mstep: Class 10 contains 30387 members 
Mstep: Class 11 contains 11942 members 
Mstep: Class 12 contains 39554 members 
Mstep: Class 13 contains 45803 members 
Mstep: Class 14 contains 48144 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 49629 members 
Mstep: Class 17 contains 44878 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 46812 members 
Mstep: Class 20 contains 43477 members 
Mstep: Class 21 contains 1610 members 
Mstep: Class 22 contains 45083 members 
Mstep: Class 23 contains 289 members 
Mstep: Class 24 contains 44638 members 
Mstep: Class 25 contains 324 members 
Entering Unmasked Estep 
Score: -126920592.000000 Penalty: 83433.343750
Splitting cluster 23 changes total score from -126923136.000000 to -126920592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (44638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Entering Unmasked Estep 
Score: -8279882.500000 Penalty: 2655.172607
	Iteration 0F: 2 clusters Score -8279882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -8250622.000000 Penalty: 5310.345215
	Iteration 0F: 3 clusters Score -8250622 nChanged 20632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -8261794.000000 Penalty: 5310.345215
	Iteration 1F: 3 clusters Score -8261794 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -8262276.000000 Penalty: 5310.345215
	Iteration 2Q: 3 clusters Score -8262276 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -8262760.000000 Penalty: 5310.345215
	Iteration 3Q: 3 clusters Score -8262760 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -8263199.500000 Penalty: 5310.345215
	Iteration 4Q: 3 clusters Score -8263200 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -8263576.500000 Penalty: 5310.345215
	Iteration 5Q: 3 clusters Score -8263576 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -8264092.500000 Penalty: 5310.345215
	Iteration 6Q: 3 clusters Score -8264092 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -8264751.500000 Penalty: 5310.345215
	Iteration 7Q: 3 clusters Score -8264752 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -8265818.000000 Penalty: 5310.345215
	Iteration 8Q: 3 clusters Score -8265818 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -8267414.500000 Penalty: 5310.345215
	Iteration 9F: 3 clusters Score -8267414 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -8269374.500000 Penalty: 5310.345215
	Iteration 10F: 3 clusters Score -8269374 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -8271424.500000 Penalty: 5310.345215
	Iteration 11F: 3 clusters Score -8271424 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -8273298.000000 Penalty: 5310.345215
	Iteration 12F: 3 clusters Score -8273298 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -8274281.000000 Penalty: 5310.345215
	Iteration 13Q: 3 clusters Score -8274281 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -8274908.500000 Penalty: 5310.345215
	Iteration 14Q: 3 clusters Score -8274908 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -8275343.500000 Penalty: 5310.345215
	Iteration 15Q: 3 clusters Score -8275344 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -8275700.000000 Penalty: 5310.345215
	Iteration 16Q: 3 clusters Score -8275700 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -8276070.500000 Penalty: 5310.345215
	Iteration 17Q: 3 clusters Score -8276070 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -8276364.000000 Penalty: 5310.345215
	Iteration 18Q: 3 clusters Score -8276364 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -8276631.000000 Penalty: 5310.345215
	Iteration 19Q: 3 clusters Score -8276631 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -8276909.000000 Penalty: 5310.345215
	Iteration 20F: 3 clusters Score -8276909 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -8277117.000000 Penalty: 5310.345215
	Iteration 21Q: 3 clusters Score -8277117 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -8277271.500000 Penalty: 5310.345215
	Iteration 22Q: 3 clusters Score -8277272 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -8277368.500000 Penalty: 5310.345215
	Iteration 23Q: 3 clusters Score -8277368 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -8277469.000000 Penalty: 5310.345215
	Iteration 24Q: 3 clusters Score -8277469 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -8277563.000000 Penalty: 5310.345215
	Iteration 25Q: 3 clusters Score -8277563 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -8277617.000000 Penalty: 5310.345215
	Iteration 26Q: 3 clusters Score -8277617 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -8277682.000000 Penalty: 5310.345215
	Iteration 27Q: 3 clusters Score -8277682 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -8277727.500000 Penalty: 5310.345215
	Iteration 28Q: 3 clusters Score -8277728 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -8277775.500000 Penalty: 5310.345215
	Iteration 29Q: 3 clusters Score -8277776 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -8277778.000000 Penalty: 5310.345215
	Iteration 30Q: 3 clusters Score -8277778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -8277806.000000 Penalty: 5310.345215
	Iteration 31Q: 3 clusters Score -8277806 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -8277824.000000 Penalty: 5310.345215
	Iteration 32Q: 3 clusters Score -8277824 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -8277840.500000 Penalty: 5310.345215
	Iteration 33Q: 3 clusters Score -8277840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -8277869.000000 Penalty: 5310.345215
	Iteration 34Q: 3 clusters Score -8277869 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -8277870.000000 Penalty: 5310.345215
	Iteration 35Q: 3 clusters Score -8277870 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -8277890.500000 Penalty: 5310.345215
	Iteration 36Q: 3 clusters Score -8277890 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -8277901.000000 Penalty: 5310.345215
	Iteration 37Q: 3 clusters Score -8277901 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -8277927.500000 Penalty: 5310.345215
	Iteration 38Q: 3 clusters Score -8277928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -8277929.000000 Penalty: 5310.345215
	Iteration 39Q: 3 clusters Score -8277929 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8277936 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8277959 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -8277953.500000 Penalty: 5310.345215
	Iteration 42Q: 3 clusters Score -8277954 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8277978 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8277988 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -8277989.500000 Penalty: 5310.345215
	Iteration 45Q: 3 clusters Score -8277990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -8277997.500000 Penalty: 5310.345215
	Iteration 46Q: 3 clusters Score -8277998 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8278000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -8278009.000000 Penalty: 5310.345215
	Iteration 48Q: 3 clusters Score -8278009 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -8278019.500000 Penalty: 5310.345215
	Iteration 49Q: 3 clusters Score -8278020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -8278017.000000 Penalty: 5310.345215
	Iteration 50Q: 3 clusters Score -8278017 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -8278005.000000 Penalty: 5310.345215
	Iteration 51Q: 3 clusters Score -8278005 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8278004 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8277998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8278029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -8278032.500000 Penalty: 5310.345215
	Iteration 55Q: 3 clusters Score -8278032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -8278027.500000 Penalty: 5310.345215
	Iteration 56Q: 3 clusters Score -8278028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -8278015.000000 Penalty: 5310.345215
	Iteration 57Q: 3 clusters Score -8278015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -8278009.500000 Penalty: 5310.345215
	Iteration 58Q: 3 clusters Score -8278010 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8278009 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -8278009.500000 Penalty: 5310.345215
	Iteration 60F: 3 clusters Score -8278010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -8278005.000000 Penalty: 5310.345215
	Iteration 61Q: 3 clusters Score -8278005 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8278007.500000 Penalty: 5310.345215
	Iteration 62Q: 3 clusters Score -8278008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -8277993.500000 Penalty: 5310.345215
	Iteration 63Q: 3 clusters Score -8277994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -8277977.000000 Penalty: 5310.345215
	Iteration 64Q: 3 clusters Score -8277977 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8277970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8277988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8277989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -8277975.500000 Penalty: 5310.345215
	Iteration 68Q: 3 clusters Score -8277976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8277981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8277986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8277994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8277988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8277996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8277997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8277994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8277993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8277988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -8277988.500000 Penalty: 5310.345215
	Iteration 78Q: 3 clusters Score -8277988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -8278001.500000 Penalty: 5310.345215
	Iteration 79Q: 3 clusters Score -8278002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -8278001.500000 Penalty: 5310.345215
	Iteration 80F: 3 clusters Score -8278002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -8278002.500000 Penalty: 5310.345215
	Iteration 81Q: 3 clusters Score -8278002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -8278006.000000 Penalty: 5310.345215
	Iteration 82Q: 3 clusters Score -8278006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -8278003.500000 Penalty: 5310.345215
	Iteration 83Q: 3 clusters Score -8278004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8277998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8278002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8278004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -8278003.500000 Penalty: 5310.345215
	Iteration 87F: 3 clusters Score -8278004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40966 members 
Mstep: Class 3 contains 1137 members 
Mstep: Class 4 contains 46398 members 
Mstep: Class 5 contains 24444 members 
Mstep: Class 6 contains 44837 members 
Mstep: Class 7 contains 36407 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 47047 members 
Mstep: Class 10 contains 30387 members 
Mstep: Class 11 contains 11942 members 
Mstep: Class 12 contains 39554 members 
Mstep: Class 13 contains 45803 members 
Mstep: Class 14 contains 48144 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 49629 members 
Mstep: Class 17 contains 44878 members 
Mstep: Class 18 contains 3378 members 
Mstep: Class 19 contains 46812 members 
Mstep: Class 20 contains 43477 members 
Mstep: Class 21 contains 1610 members 
Mstep: Class 22 contains 45083 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 44638 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 25 clusters Score -1.26923e+08 nChanged 8997
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41008 members 
Mstep: Class 3 contains 1135 members 
Mstep: Class 4 contains 46543 members 
Mstep: Class 5 contains 24054 members 
Mstep: Class 6 contains 44865 members 
Mstep: Class 7 contains 36240 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 47826 members 
Mstep: Class 10 contains 29899 members 
Mstep: Class 11 contains 11839 members 
Mstep: Class 12 contains 39738 members 
Mstep: Class 13 contains 45820 members 
Mstep: Class 14 contains 48172 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 49538 members 
Mstep: Class 17 contains 44646 members 
Mstep: Class 18 contains 3379 members 
Mstep: Class 19 contains 46525 members 
Mstep: Class 20 contains 43638 members 
Mstep: Class 21 contains 1607 members 
Mstep: Class 22 contains 45090 members 
Mstep: Class 23 contains 613 members 
Mstep: Class 24 contains 45008 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 25 clusters Score -1.269237e+08 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41046 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 46779 members 
Mstep: Class 5 contains 23640 members 
Mstep: Class 6 contains 44931 members 
Mstep: Class 7 contains 36073 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 48511 members 
Mstep: Class 10 contains 28206 members 
Mstep: Class 11 contains 11759 members 
Mstep: Class 12 contains 39974 members 
Mstep: Class 13 contains 45832 members 
Mstep: Class 14 contains 48108 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 49477 members 
Mstep: Class 17 contains 44420 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 47611 members 
Mstep: Class 20 contains 43725 members 
Mstep: Class 21 contains 1605 members 
Mstep: Class 22 contains 45053 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 45310 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 25 clusters Score -1.269225e+08 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41084 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 47096 members 
Mstep: Class 5 contains 23320 members 
Mstep: Class 6 contains 45044 members 
Mstep: Class 7 contains 35923 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 49218 members 
Mstep: Class 10 contains 26204 members 
Mstep: Class 11 contains 11686 members 
Mstep: Class 12 contains 40316 members 
Mstep: Class 13 contains 45839 members 
Mstep: Class 14 contains 48123 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 49779 members 
Mstep: Class 17 contains 44178 members 
Mstep: Class 18 contains 3371 members 
Mstep: Class 19 contains 48111 members 
Mstep: Class 20 contains 43764 members 
Mstep: Class 21 contains 1603 members 
Mstep: Class 22 contains 45096 members 
Mstep: Class 23 contains 615 members 
Mstep: Class 24 contains 45682 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 25 clusters Score -1.269208e+08 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41129 members 
Mstep: Class 3 contains 1133 members 
Mstep: Class 4 contains 47358 members 
Mstep: Class 5 contains 23094 members 
Mstep: Class 6 contains 45163 members 
Mstep: Class 7 contains 35826 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 49857 members 
Mstep: Class 10 contains 24181 members 
Mstep: Class 11 contains 11602 members 
Mstep: Class 12 contains 40723 members 
Mstep: Class 13 contains 45829 members 
Mstep: Class 14 contains 48190 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 50007 members 
Mstep: Class 17 contains 43908 members 
Mstep: Class 18 contains 3372 members 
Mstep: Class 19 contains 48334 members 
Mstep: Class 20 contains 43890 members 
Mstep: Class 21 contains 1601 members 
Mstep: Class 22 contains 45321 members 
Mstep: Class 23 contains 617 members 
Mstep: Class 24 contains 46052 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 25 clusters Score -1.269202e+08 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41164 members 
Mstep: Class 3 contains 1134 members 
Mstep: Class 4 contains 47603 members 
Mstep: Class 5 contains 22898 members 
Mstep: Class 6 contains 45245 members 
Mstep: Class 7 contains 35801 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 50413 members 
Mstep: Class 10 contains 22230 members 
Mstep: Class 11 contains 11533 members 
Mstep: Class 12 contains 41135 members 
Mstep: Class 13 contains 45825 members 
Mstep: Class 14 contains 48216 members 
Mstep: Class 15 contains 735 members 
Mstep: Class 16 contains 50268 members 
Mstep: Class 17 contains 43773 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 48446 members 
Mstep: Class 20 contains 44025 members 
Mstep: Class 21 contains 1600 members 
Mstep: Class 22 contains 45542 members 
Mstep: Class 23 contains 616 members 
Mstep: Class 24 contains 46350 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 25 clusters Score -1.269191e+08 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41244 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 47822 members 
Mstep: Class 5 contains 22748 members 
Mstep: Class 6 contains 45328 members 
Mstep: Class 7 contains 35840 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 50866 members 
Mstep: Class 10 contains 20480 members 
Mstep: Class 11 contains 11472 members 
Mstep: Class 12 contains 41540 members 
Mstep: Class 13 contains 45793 members 
Mstep: Class 14 contains 48343 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 50429 members 
Mstep: Class 17 contains 43730 members 
Mstep: Class 18 contains 3366 members 
Mstep: Class 19 contains 48392 members 
Mstep: Class 20 contains 44176 members 
Mstep: Class 21 contains 1598 members 
Mstep: Class 22 contains 45719 members 
Mstep: Class 23 contains 616 members 
Mstep: Class 24 contains 46556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918312.000000 Penalty: 80096.007812
Iteration 85Q: 25 clusters Score -1.269183e+08 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41257 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 48014 members 
Mstep: Class 5 contains 22672 members 
Mstep: Class 6 contains 45346 members 
Mstep: Class 7 contains 35922 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 51303 members 
Mstep: Class 10 contains 18973 members 
Mstep: Class 11 contains 11406 members 
Mstep: Class 12 contains 41932 members 
Mstep: Class 13 contains 45767 members 
Mstep: Class 14 contains 48530 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 50599 members 
Mstep: Class 17 contains 43594 members 
Mstep: Class 18 contains 3361 members 
Mstep: Class 19 contains 48226 members 
Mstep: Class 20 contains 44335 members 
Mstep: Class 21 contains 1597 members 
Mstep: Class 22 contains 45914 members 
Mstep: Class 23 contains 616 members 
Mstep: Class 24 contains 46693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917968.000000 Penalty: 80096.007812
Iteration 86Q: 25 clusters Score -1.26918e+08 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41272 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 48204 members 
Mstep: Class 5 contains 22575 members 
Mstep: Class 6 contains 45341 members 
Mstep: Class 7 contains 35984 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 51724 members 
Mstep: Class 10 contains 17726 members 
Mstep: Class 11 contains 11347 members 
Mstep: Class 12 contains 42354 members 
Mstep: Class 13 contains 45717 members 
Mstep: Class 14 contains 48672 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 50767 members 
Mstep: Class 17 contains 43519 members 
Mstep: Class 18 contains 3360 members 
Mstep: Class 19 contains 48073 members 
Mstep: Class 20 contains 44460 members 
Mstep: Class 21 contains 1596 members 
Mstep: Class 22 contains 46039 members 
Mstep: Class 23 contains 615 members 
Mstep: Class 24 contains 46714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917464.000000 Penalty: 80096.007812
Iteration 87Q: 25 clusters Score -1.269175e+08 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41151 members 
Mstep: Class 3 contains 1125 members 
Mstep: Class 4 contains 48329 members 
Mstep: Class 5 contains 22506 members 
Mstep: Class 6 contains 45408 members 
Mstep: Class 7 contains 36090 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 52048 members 
Mstep: Class 10 contains 16616 members 
Mstep: Class 11 contains 11274 members 
Mstep: Class 12 contains 42847 members 
Mstep: Class 13 contains 45645 members 
Mstep: Class 14 contains 48814 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 50908 members 
Mstep: Class 17 contains 43550 members 
Mstep: Class 18 contains 3350 members 
Mstep: Class 19 contains 47926 members 
Mstep: Class 20 contains 44606 members 
Mstep: Class 21 contains 1595 members 
Mstep: Class 22 contains 46130 members 
Mstep: Class 23 contains 615 members 
Mstep: Class 24 contains 46651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916136.000000 Penalty: 80096.007812
Iteration 88Q: 25 clusters Score -1.269161e+08 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41079 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 48469 members 
Mstep: Class 5 contains 22438 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 36185 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 52349 members 
Mstep: Class 10 contains 15609 members 
Mstep: Class 11 contains 11214 members 
Mstep: Class 12 contains 43312 members 
Mstep: Class 13 contains 45591 members 
Mstep: Class 14 contains 48954 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 51033 members 
Mstep: Class 17 contains 43557 members 
Mstep: Class 18 contains 3347 members 
Mstep: Class 19 contains 47847 members 
Mstep: Class 20 contains 44745 members 
Mstep: Class 21 contains 1593 members 
Mstep: Class 22 contains 46191 members 
Mstep: Class 23 contains 615 members 
Mstep: Class 24 contains 46510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915448.000000 Penalty: 80096.007812
Iteration 89Q: 25 clusters Score -1.269154e+08 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40923 members 
Mstep: Class 3 contains 1130 members 
Mstep: Class 4 contains 48714 members 
Mstep: Class 5 contains 22397 members 
Mstep: Class 6 contains 45501 members 
Mstep: Class 7 contains 36268 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 52558 members 
Mstep: Class 10 contains 14662 members 
Mstep: Class 11 contains 11147 members 
Mstep: Class 12 contains 43756 members 
Mstep: Class 13 contains 45548 members 
Mstep: Class 14 contains 49098 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 51163 members 
Mstep: Class 17 contains 43591 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 47721 members 
Mstep: Class 20 contains 44813 members 
Mstep: Class 21 contains 1592 members 
Mstep: Class 22 contains 46312 members 
Mstep: Class 23 contains 615 members 
Mstep: Class 24 contains 46332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914872.000000 Penalty: 80096.007812
Iteration 90Q: 25 clusters Score -1.269149e+08 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40729 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 48939 members 
Mstep: Class 5 contains 22360 members 
Mstep: Class 6 contains 45544 members 
Mstep: Class 7 contains 36344 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 52908 members 
Mstep: Class 10 contains 13786 members 
Mstep: Class 11 contains 11082 members 
Mstep: Class 12 contains 44144 members 
Mstep: Class 13 contains 45461 members 
Mstep: Class 14 contains 49164 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 51270 members 
Mstep: Class 17 contains 43590 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 47571 members 
Mstep: Class 20 contains 44878 members 
Mstep: Class 21 contains 1590 members 
Mstep: Class 22 contains 46481 members 
Mstep: Class 23 contains 615 members 
Mstep: Class 24 contains 46259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914792.000000 Penalty: 80096.007812
Iteration 91Q: 25 clusters Score -1.269148e+08 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40535 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 49180 members 
Mstep: Class 5 contains 22340 members 
Mstep: Class 6 contains 45505 members 
Mstep: Class 7 contains 36487 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53168 members 
Mstep: Class 10 contains 13002 members 
Mstep: Class 11 contains 10996 members 
Mstep: Class 12 contains 44390 members 
Mstep: Class 13 contains 45383 members 
Mstep: Class 14 contains 49241 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 51439 members 
Mstep: Class 17 contains 43523 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 47532 members 
Mstep: Class 20 contains 45027 members 
Mstep: Class 21 contains 1586 members 
Mstep: Class 22 contains 46623 members 
Mstep: Class 23 contains 615 members 
Mstep: Class 24 contains 46146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914192.000000 Penalty: 80096.007812
Iteration 92Q: 25 clusters Score -1.269142e+08 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40347 members 
Mstep: Class 3 contains 1126 members 
Mstep: Class 4 contains 49322 members 
Mstep: Class 5 contains 22345 members 
Mstep: Class 6 contains 45478 members 
Mstep: Class 7 contains 36638 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53313 members 
Mstep: Class 10 contains 12287 members 
Mstep: Class 11 contains 10892 members 
Mstep: Class 12 contains 44668 members 
Mstep: Class 13 contains 45327 members 
Mstep: Class 14 contains 49371 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 51573 members 
Mstep: Class 17 contains 43457 members 
Mstep: Class 18 contains 3337 members 
Mstep: Class 19 contains 47535 members 
Mstep: Class 20 contains 45171 members 
Mstep: Class 21 contains 1582 members 
Mstep: Class 22 contains 46715 members 
Mstep: Class 23 contains 615 members 
Mstep: Class 24 contains 46083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913632.000000 Penalty: 80096.007812
Iteration 93Q: 25 clusters Score -1.269136e+08 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40171 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 49488 members 
Mstep: Class 5 contains 22342 members 
Mstep: Class 6 contains 45428 members 
Mstep: Class 7 contains 36852 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53472 members 
Mstep: Class 10 contains 11637 members 
Mstep: Class 11 contains 10787 members 
Mstep: Class 12 contains 44903 members 
Mstep: Class 13 contains 45255 members 
Mstep: Class 14 contains 49448 members 
Mstep: Class 15 contains 738 members 
Mstep: Class 16 contains 51687 members 
Mstep: Class 17 contains 43393 members 
Mstep: Class 18 contains 3333 members 
Mstep: Class 19 contains 47453 members 
Mstep: Class 20 contains 45316 members 
Mstep: Class 21 contains 1578 members 
Mstep: Class 22 contains 46869 members 
Mstep: Class 23 contains 616 members 
Mstep: Class 24 contains 46028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913336.000000 Penalty: 80096.007812
Iteration 94Q: 25 clusters Score -1.269133e+08 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40086 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 49570 members 
Mstep: Class 5 contains 22379 members 
Mstep: Class 6 contains 45418 members 
Mstep: Class 7 contains 37108 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53515 members 
Mstep: Class 10 contains 11075 members 
Mstep: Class 11 contains 10708 members 
Mstep: Class 12 contains 45011 members 
Mstep: Class 13 contains 45192 members 
Mstep: Class 14 contains 49523 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 51835 members 
Mstep: Class 17 contains 43354 members 
Mstep: Class 18 contains 3328 members 
Mstep: Class 19 contains 47366 members 
Mstep: Class 20 contains 45431 members 
Mstep: Class 21 contains 1577 members 
Mstep: Class 22 contains 46943 members 
Mstep: Class 23 contains 617 members 
Mstep: Class 24 contains 46021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913584.000000 Penalty: 80096.007812
Iteration 95Q: 25 clusters Score -1.269136e+08 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40026 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 49683 members 
Mstep: Class 5 contains 22449 members 
Mstep: Class 6 contains 45536 members 
Mstep: Class 7 contains 37384 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53479 members 
Mstep: Class 10 contains 10508 members 
Mstep: Class 11 contains 10626 members 
Mstep: Class 12 contains 45157 members 
Mstep: Class 13 contains 45139 members 
Mstep: Class 14 contains 49500 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 51862 members 
Mstep: Class 17 contains 43322 members 
Mstep: Class 18 contains 3321 members 
Mstep: Class 19 contains 47304 members 
Mstep: Class 20 contains 45564 members 
Mstep: Class 21 contains 1575 members 
Mstep: Class 22 contains 46996 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 46008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913328.000000 Penalty: 80096.007812
Iteration 96Q: 25 clusters Score -1.269133e+08 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39965 members 
Mstep: Class 3 contains 1129 members 
Mstep: Class 4 contains 49779 members 
Mstep: Class 5 contains 22551 members 
Mstep: Class 6 contains 45607 members 
Mstep: Class 7 contains 37641 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53492 members 
Mstep: Class 10 contains 9991 members 
Mstep: Class 11 contains 10546 members 
Mstep: Class 12 contains 45287 members 
Mstep: Class 13 contains 45077 members 
Mstep: Class 14 contains 49466 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 51885 members 
Mstep: Class 17 contains 43298 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 47203 members 
Mstep: Class 20 contains 45675 members 
Mstep: Class 21 contains 1574 members 
Mstep: Class 22 contains 47106 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 45971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913008.000000 Penalty: 80096.007812
Iteration 97Q: 25 clusters Score -1.26913e+08 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39963 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 49841 members 
Mstep: Class 5 contains 22653 members 
Mstep: Class 6 contains 45615 members 
Mstep: Class 7 contains 37940 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53491 members 
Mstep: Class 10 contains 9527 members 
Mstep: Class 11 contains 10464 members 
Mstep: Class 12 contains 45424 members 
Mstep: Class 13 contains 45007 members 
Mstep: Class 14 contains 49419 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 51842 members 
Mstep: Class 17 contains 43284 members 
Mstep: Class 18 contains 3321 members 
Mstep: Class 19 contains 47155 members 
Mstep: Class 20 contains 45757 members 
Mstep: Class 21 contains 1572 members 
Mstep: Class 22 contains 47160 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 46004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912576.000000 Penalty: 80096.007812
Iteration 98Q: 25 clusters Score -1.269126e+08 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39948 members 
Mstep: Class 3 contains 1128 members 
Mstep: Class 4 contains 49927 members 
Mstep: Class 5 contains 22750 members 
Mstep: Class 6 contains 45587 members 
Mstep: Class 7 contains 38246 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53442 members 
Mstep: Class 10 contains 9087 members 
Mstep: Class 11 contains 10378 members 
Mstep: Class 12 contains 45570 members 
Mstep: Class 13 contains 44942 members 
Mstep: Class 14 contains 49384 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 51820 members 
Mstep: Class 17 contains 43288 members 
Mstep: Class 18 contains 3316 members 
Mstep: Class 19 contains 47081 members 
Mstep: Class 20 contains 45825 members 
Mstep: Class 21 contains 1570 members 
Mstep: Class 22 contains 47228 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 46049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912144.000000 Penalty: 80096.007812
Iteration 99Q: 25 clusters Score -1.269121e+08 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39901 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 49983 members 
Mstep: Class 5 contains 22847 members 
Mstep: Class 6 contains 45556 members 
Mstep: Class 7 contains 38591 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53383 members 
Mstep: Class 10 contains 8681 members 
Mstep: Class 11 contains 10297 members 
Mstep: Class 12 contains 45699 members 
Mstep: Class 13 contains 44889 members 
Mstep: Class 14 contains 49412 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 51790 members 
Mstep: Class 17 contains 43323 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 47023 members 
Mstep: Class 20 contains 45868 members 
Mstep: Class 21 contains 1569 members 
Mstep: Class 22 contains 47221 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 46099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912456.000000 Penalty: 80096.007812
Iteration 100F: 25 clusters Score -1.269125e+08 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39838 members 
Mstep: Class 3 contains 1127 members 
Mstep: Class 4 contains 50083 members 
Mstep: Class 5 contains 22921 members 
Mstep: Class 6 contains 45571 members 
Mstep: Class 7 contains 38929 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53277 members 
Mstep: Class 10 contains 8177 members 
Mstep: Class 11 contains 10230 members 
Mstep: Class 12 contains 45811 members 
Mstep: Class 13 contains 44861 members 
Mstep: Class 14 contains 49436 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 51816 members 
Mstep: Class 17 contains 43344 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 47080 members 
Mstep: Class 20 contains 45947 members 
Mstep: Class 21 contains 1568 members 
Mstep: Class 22 contains 47176 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 46070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911912.000000 Penalty: 80096.007812
Iteration 101Q: 25 clusters Score -1.269119e+08 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39798 members 
Mstep: Class 3 contains 1124 members 
Mstep: Class 4 contains 50188 members 
Mstep: Class 5 contains 23027 members 
Mstep: Class 6 contains 45539 members 
Mstep: Class 7 contains 39251 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53219 members 
Mstep: Class 10 contains 7644 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 45965 members 
Mstep: Class 13 contains 44865 members 
Mstep: Class 14 contains 49479 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 51819 members 
Mstep: Class 17 contains 43310 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 47088 members 
Mstep: Class 20 contains 46005 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 47183 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 46037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911840.000000 Penalty: 80096.007812
Iteration 102Q: 25 clusters Score -1.269118e+08 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39707 members 
Mstep: Class 3 contains 1121 members 
Mstep: Class 4 contains 50233 members 
Mstep: Class 5 contains 23151 members 
Mstep: Class 6 contains 45510 members 
Mstep: Class 7 contains 39584 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53170 members 
Mstep: Class 10 contains 7173 members 
Mstep: Class 11 contains 10097 members 
Mstep: Class 12 contains 46139 members 
Mstep: Class 13 contains 44886 members 
Mstep: Class 14 contains 49524 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 51818 members 
Mstep: Class 17 contains 43266 members 
Mstep: Class 18 contains 3297 members 
Mstep: Class 19 contains 47047 members 
Mstep: Class 20 contains 46044 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 47205 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 46028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911592.000000 Penalty: 80096.007812
Iteration 103Q: 25 clusters Score -1.269116e+08 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39653 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 50270 members 
Mstep: Class 5 contains 23306 members 
Mstep: Class 6 contains 45499 members 
Mstep: Class 7 contains 39940 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53144 members 
Mstep: Class 10 contains 6699 members 
Mstep: Class 11 contains 10043 members 
Mstep: Class 12 contains 46307 members 
Mstep: Class 13 contains 44911 members 
Mstep: Class 14 contains 49562 members 
Mstep: Class 15 contains 737 members 
Mstep: Class 16 contains 51810 members 
Mstep: Class 17 contains 43198 members 
Mstep: Class 18 contains 3297 members 
Mstep: Class 19 contains 46912 members 
Mstep: Class 20 contains 46073 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 47271 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 45987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911536.000000 Penalty: 80096.007812
Iteration 104Q: 25 clusters Score -1.269115e+08 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39680 members 
Mstep: Class 3 contains 1119 members 
Mstep: Class 4 contains 50348 members 
Mstep: Class 5 contains 23436 members 
Mstep: Class 6 contains 45444 members 
Mstep: Class 7 contains 40295 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53069 members 
Mstep: Class 10 contains 6260 members 
Mstep: Class 11 contains 9999 members 
Mstep: Class 12 contains 46456 members 
Mstep: Class 13 contains 44944 members 
Mstep: Class 14 contains 49572 members 
Mstep: Class 15 contains 736 members 
Mstep: Class 16 contains 51721 members 
Mstep: Class 17 contains 43199 members 
Mstep: Class 18 contains 3298 members 
Mstep: Class 19 contains 46779 members 
Mstep: Class 20 contains 46078 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 47253 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 46052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911824.000000 Penalty: 80096.007812
Iteration 105Q: 25 clusters Score -1.269118e+08 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39743 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 50448 members 
Mstep: Class 5 contains 23580 members 
Mstep: Class 6 contains 45408 members 
Mstep: Class 7 contains 40661 members 
Mstep: Class 8 contains 513 members 
Mstep: Class 9 contains 53003 members 
Mstep: Class 10 contains 5880 members 
Mstep: Class 11 contains 9952 members 
Mstep: Class 12 contains 46577 members 
Mstep: Class 13 contains 44982 members 
Mstep: Class 14 contains 49582 members 
Mstep: Class 15 contains 734 members 
Mstep: Class 16 contains 51559 members 
Mstep: Class 17 contains 43142 members 
Mstep: Class 18 contains 3298 members 
Mstep: Class 19 contains 46600 members 
Mstep: Class 20 contains 46082 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 47256 members 
Mstep: Class 23 contains 618 members 
Mstep: Class 24 contains 46133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912360.000000 Penalty: 80096.007812
Iteration 106Q: 25 clusters Score -1.269124e+08 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39795 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 50656 members 
Mstep: Class 5 contains 23713 members 
Mstep: Class 6 contains 45368 members 
Mstep: Class 7 contains 40975 members 
Mstep: Class 8 contains 514 members 
Mstep: Class 9 contains 52905 members 
Mstep: Class 10 contains 5551 members 
Mstep: Class 11 contains 9905 members 
Mstep: Class 12 contains 46655 members 
Mstep: Class 13 contains 45023 members 
Mstep: Class 14 contains 49553 members 
Mstep: Class 15 contains 732 members 
Mstep: Class 16 contains 51449 members 
Mstep: Class 17 contains 43149 members 
Mstep: Class 18 contains 3299 members 
Mstep: Class 19 contains 46411 members 
Mstep: Class 20 contains 46069 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 47281 members 
Mstep: Class 23 contains 619 members 
Mstep: Class 24 contains 46129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912168.000000 Penalty: 80096.007812
Iteration 107Q: 25 clusters Score -1.269122e+08 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39850 members 
Mstep: Class 3 contains 1117 members 
Mstep: Class 4 contains 50814 members 
Mstep: Class 5 contains 23861 members 
Mstep: Class 6 contains 45331 members 
Mstep: Class 7 contains 41299 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 52781 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 9860 members 
Mstep: Class 12 contains 46710 members 
Mstep: Class 13 contains 45047 members 
Mstep: Class 14 contains 49555 members 
Mstep: Class 15 contains 731 members 
Mstep: Class 16 contains 51332 members 
Mstep: Class 17 contains 43167 members 
Mstep: Class 18 contains 3299 members 
Mstep: Class 19 contains 46245 members 
Mstep: Class 20 contains 46079 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 47312 members 
Mstep: Class 23 contains 619 members 
Mstep: Class 24 contains 46090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912792.000000 Penalty: 80096.007812
Iteration 108Q: 25 clusters Score -1.269128e+08 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 39979 members 
Mstep: Class 3 contains 1114 members 
Mstep: Class 4 contains 50888 members 
Mstep: Class 5 contains 23999 members 
Mstep: Class 6 contains 45283 members 
Mstep: Class 7 contains 41560 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 52709 members 
Mstep: Class 10 contains 5001 members 
Mstep: Class 11 contains 9819 members 
Mstep: Class 12 contains 46748 members 
Mstep: Class 13 contains 45052 members 
Mstep: Class 14 contains 49544 members 
Mstep: Class 15 contains 730 members 
Mstep: Class 16 contains 51309 members 
Mstep: Class 17 contains 43179 members 
Mstep: Class 18 contains 3299 members 
Mstep: Class 19 contains 46062 members 
Mstep: Class 20 contains 46109 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 47290 members 
Mstep: Class 23 contains 620 members 
Mstep: Class 24 contains 46059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913432.000000 Penalty: 80096.007812
Iteration 109Q: 25 clusters Score -1.269134e+08 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40091 members 
Mstep: Class 3 contains 1112 members 
Mstep: Class 4 contains 51018 members 
Mstep: Class 5 contains 24163 members 
Mstep: Class 6 contains 45254 members 
Mstep: Class 7 contains 41803 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 52650 members 
Mstep: Class 10 contains 4761 members 
Mstep: Class 11 contains 9783 members 
Mstep: Class 12 contains 46795 members 
Mstep: Class 13 contains 45096 members 
Mstep: Class 14 contains 49475 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 16 contains 51255 members 
Mstep: Class 17 contains 43127 members 
Mstep: Class 18 contains 3299 members 
Mstep: Class 19 contains 45899 members 
Mstep: Class 20 contains 46159 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 47260 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 46003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913856.000000 Penalty: 80096.007812
Iteration 110Q: 25 clusters Score -1.269139e+08 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40214 members 
Mstep: Class 3 contains 1110 members 
Mstep: Class 4 contains 51124 members 
Mstep: Class 5 contains 24315 members 
Mstep: Class 6 contains 45259 members 
Mstep: Class 7 contains 42041 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 52548 members 
Mstep: Class 10 contains 4573 members 
Mstep: Class 11 contains 9742 members 
Mstep: Class 12 contains 46821 members 
Mstep: Class 13 contains 45155 members 
Mstep: Class 14 contains 49401 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 16 contains 51190 members 
Mstep: Class 17 contains 43087 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 45773 members 
Mstep: Class 20 contains 46195 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 47202 members 
Mstep: Class 23 contains 622 members 
Mstep: Class 24 contains 45952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913976.000000 Penalty: 80096.007812
Iteration 111Q: 25 clusters Score -1.26914e+08 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40333 members 
Mstep: Class 3 contains 1106 members 
Mstep: Class 4 contains 51195 members 
Mstep: Class 5 contains 24503 members 
Mstep: Class 6 contains 45231 members 
Mstep: Class 7 contains 42203 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 52436 members 
Mstep: Class 10 contains 4413 members 
Mstep: Class 11 contains 9700 members 
Mstep: Class 12 contains 46836 members 
Mstep: Class 13 contains 45204 members 
Mstep: Class 14 contains 49396 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 16 contains 51139 members 
Mstep: Class 17 contains 43045 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 45628 members 
Mstep: Class 20 contains 46246 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 47173 members 
Mstep: Class 23 contains 622 members 
Mstep: Class 24 contains 45914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914400.000000 Penalty: 80096.007812
Iteration 112Q: 25 clusters Score -1.269144e+08 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40462 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 51325 members 
Mstep: Class 5 contains 24682 members 
Mstep: Class 6 contains 45200 members 
Mstep: Class 7 contains 42294 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 52341 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 9658 members 
Mstep: Class 12 contains 46840 members 
Mstep: Class 13 contains 45257 members 
Mstep: Class 14 contains 49372 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 16 contains 51044 members 
Mstep: Class 17 contains 43015 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 45487 members 
Mstep: Class 20 contains 46281 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 47156 members 
Mstep: Class 23 contains 622 members 
Mstep: Class 24 contains 45889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914560.000000 Penalty: 80096.007812
Iteration 113Q: 25 clusters Score -1.269146e+08 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40587 members 
Mstep: Class 3 contains 1104 members 
Mstep: Class 4 contains 51470 members 
Mstep: Class 5 contains 24867 members 
Mstep: Class 6 contains 45191 members 
Mstep: Class 7 contains 42324 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 52281 members 
Mstep: Class 10 contains 4184 members 
Mstep: Class 11 contains 9620 members 
Mstep: Class 12 contains 46827 members 
Mstep: Class 13 contains 45273 members 
Mstep: Class 14 contains 49317 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 16 contains 50988 members 
Mstep: Class 17 contains 42992 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 45398 members 
Mstep: Class 20 contains 46331 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 47104 members 
Mstep: Class 23 contains 622 members 
Mstep: Class 24 contains 45841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914976.000000 Penalty: 80096.007812
Iteration 114Q: 25 clusters Score -1.26915e+08 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40742 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 51561 members 
Mstep: Class 5 contains 25068 members 
Mstep: Class 6 contains 45189 members 
Mstep: Class 7 contains 42306 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 52139 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 9584 members 
Mstep: Class 12 contains 46855 members 
Mstep: Class 13 contains 45274 members 
Mstep: Class 14 contains 49295 members 
Mstep: Class 15 contains 728 members 
Mstep: Class 16 contains 50915 members 
Mstep: Class 17 contains 42984 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 45346 members 
Mstep: Class 20 contains 46369 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 47071 members 
Mstep: Class 23 contains 622 members 
Mstep: Class 24 contains 45808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915528.000000 Penalty: 80096.007812
Iteration 115Q: 25 clusters Score -1.269155e+08 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40914 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 51604 members 
Mstep: Class 5 contains 25292 members 
Mstep: Class 6 contains 45176 members 
Mstep: Class 7 contains 42234 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 52020 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 9559 members 
Mstep: Class 12 contains 46857 members 
Mstep: Class 13 contains 45265 members 
Mstep: Class 14 contains 49284 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 16 contains 50883 members 
Mstep: Class 17 contains 42954 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 45335 members 
Mstep: Class 20 contains 46399 members 
Mstep: Class 21 contains 1566 members 
Mstep: Class 22 contains 47039 members 
Mstep: Class 23 contains 623 members 
Mstep: Class 24 contains 45767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916168.000000 Penalty: 80096.007812
Iteration 116Q: 25 clusters Score -1.269162e+08 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41036 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 51587 members 
Mstep: Class 5 contains 25524 members 
Mstep: Class 6 contains 45101 members 
Mstep: Class 7 contains 42236 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 51927 members 
Mstep: Class 10 contains 3933 members 
Mstep: Class 11 contains 9538 members 
Mstep: Class 12 contains 46893 members 
Mstep: Class 13 contains 45281 members 
Mstep: Class 14 contains 49232 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 16 contains 50877 members 
Mstep: Class 17 contains 42923 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 45305 members 
Mstep: Class 20 contains 46411 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 47012 members 
Mstep: Class 23 contains 623 members 
Mstep: Class 24 contains 45780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916248.000000 Penalty: 80096.007812
Iteration 117Q: 25 clusters Score -1.269162e+08 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41138 members 
Mstep: Class 3 contains 1103 members 
Mstep: Class 4 contains 51485 members 
Mstep: Class 5 contains 25773 members 
Mstep: Class 6 contains 45043 members 
Mstep: Class 7 contains 42192 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 51871 members 
Mstep: Class 10 contains 3851 members 
Mstep: Class 11 contains 9517 members 
Mstep: Class 12 contains 46970 members 
Mstep: Class 13 contains 45267 members 
Mstep: Class 14 contains 49253 members 
Mstep: Class 15 contains 727 members 
Mstep: Class 16 contains 50875 members 
Mstep: Class 17 contains 42859 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 45307 members 
Mstep: Class 20 contains 46427 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 47005 members 
Mstep: Class 23 contains 623 members 
Mstep: Class 24 contains 45764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916504.000000 Penalty: 80096.007812
Iteration 118Q: 25 clusters Score -1.269165e+08 nChanged 3917
Entering ConstructFrom: 
Score: -126916504.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -21600.044922 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -21600.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20471.673828 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -20471.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20632.429688 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -20632.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20734.148438 Penalty: 2765.670898
	Iteration 2F: 3 clusters Score -20734.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20769.500000 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -20769.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20776.759766 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -20776.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20779.449219 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -20779.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20782.271484 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -20782.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20792.417969 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -20792.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20792.417969 Penalty: 2765.670898
	Iteration 8F: 3 clusters Score -20792.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Entering Unmasked Estep 
Score: -7612327.500000 Penalty: 2635.722900
	Iteration 0F: 2 clusters Score -7612328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -7584668.000000 Penalty: 5271.445801
	Iteration 0F: 3 clusters Score -7584668 nChanged 18914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -7595108.000000 Penalty: 5271.445801
	Iteration 1F: 3 clusters Score -7595108 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -7595924.000000 Penalty: 5271.445801
	Iteration 2Q: 3 clusters Score -7595924 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -7596922.000000 Penalty: 5271.445801
	Iteration 3F: 3 clusters Score -7596922 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -7598325.000000 Penalty: 5271.445801
	Iteration 4F: 3 clusters Score -7598325 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -7600433.000000 Penalty: 5271.445801
	Iteration 5F: 3 clusters Score -7600433 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -7603185.500000 Penalty: 5271.445801
	Iteration 6F: 3 clusters Score -7603186 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -7606169.500000 Penalty: 5271.445801
	Iteration 7F: 3 clusters Score -7606170 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7608237.000000 Penalty: 5271.445801
	Iteration 8F: 3 clusters Score -7608237 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7609282.000000 Penalty: 5271.445801
	Iteration 9Q: 3 clusters Score -7609282 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7609677.500000 Penalty: 5271.445801
	Iteration 10Q: 3 clusters Score -7609678 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7609811.000000 Penalty: 5271.445801
	Iteration 11Q: 3 clusters Score -7609811 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7609887.000000 Penalty: 5271.445801
	Iteration 12Q: 3 clusters Score -7609887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7609920.500000 Penalty: 5271.445801
	Iteration 13Q: 3 clusters Score -7609920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -7609939.500000 Penalty: 5271.445801
	Iteration 14Q: 3 clusters Score -7609940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7609951.500000 Penalty: 5271.445801
	Iteration 15Q: 3 clusters Score -7609952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -7609975.000000 Penalty: 5271.445801
	Iteration 16Q: 3 clusters Score -7609975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7609972.500000 Penalty: 5271.445801
	Iteration 17Q: 3 clusters Score -7609972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7609982.500000 Penalty: 5271.445801
	Iteration 18Q: 3 clusters Score -7609982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7609991.500000 Penalty: 5271.445801
	Iteration 19Q: 3 clusters Score -7609992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -7609987.000000 Penalty: 5271.445801
	Iteration 20F: 3 clusters Score -7609987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -192075.562500 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -192075.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -190063.406250 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -190063.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -190504.046875 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -190504 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -190644.125000 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -190644.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -190723.437500 Penalty: 3475.770020
	Iteration 3Q: 3 clusters Score -190723.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -190760.078125 Penalty: 3475.770020
	Iteration 4Q: 3 clusters Score -190760.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -190789.140625 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -190789.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -190799.937500 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -190799.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -190806.656250 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -190806.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -190815.609375 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -190815.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -190821.718750 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -190821.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -190822.687500 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -190822.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -190822.687500 Penalty: 3475.770020
	Iteration 11F: 3 clusters Score -190822.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Entering Unmasked Estep 
Score: -9588775.000000 Penalty: 2690.168213
	Iteration 0F: 2 clusters Score -9588775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -9559051.000000 Penalty: 5380.336426
	Iteration 0F: 3 clusters Score -9559051 nChanged 23764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -9572086.000000 Penalty: 5380.336426
	Iteration 1F: 3 clusters Score -9572086 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -9572650.000000 Penalty: 5380.336426
	Iteration 2Q: 3 clusters Score -9572650 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -9573153.000000 Penalty: 5380.336426
	Iteration 3Q: 3 clusters Score -9573153 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -9573639.000000 Penalty: 5380.336426
	Iteration 4Q: 3 clusters Score -9573639 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -9574310.000000 Penalty: 5380.336426
	Iteration 5Q: 3 clusters Score -9574310 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -9575145.000000 Penalty: 5380.336426
	Iteration 6Q: 3 clusters Score -9575145 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -9576311.000000 Penalty: 5380.336426
	Iteration 7Q: 3 clusters Score -9576311 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -9577899.000000 Penalty: 5380.336426
	Iteration 8F: 3 clusters Score -9577899 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -9579833.000000 Penalty: 5380.336426
	Iteration 9F: 3 clusters Score -9579833 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -9581902.000000 Penalty: 5380.336426
	Iteration 10F: 3 clusters Score -9581902 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -9583778.000000 Penalty: 5380.336426
	Iteration 11Q: 3 clusters Score -9583778 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -9585147.000000 Penalty: 5380.336426
	Iteration 12Q: 3 clusters Score -9585147 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -9586046.000000 Penalty: 5380.336426
	Iteration 13Q: 3 clusters Score -9586046 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -9586615.000000 Penalty: 5380.336426
	Iteration 14Q: 3 clusters Score -9586615 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -9586971.000000 Penalty: 5380.336426
	Iteration 15Q: 3 clusters Score -9586971 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -9587234.000000 Penalty: 5380.336426
	Iteration 16Q: 3 clusters Score -9587234 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -9587429.000000 Penalty: 5380.336426
	Iteration 17Q: 3 clusters Score -9587429 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -9587468.000000 Penalty: 5380.336426
	Iteration 18Q: 3 clusters Score -9587468 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -9587583.000000 Penalty: 5380.336426
	Iteration 19Q: 3 clusters Score -9587583 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -9587606.000000 Penalty: 5380.336426
	Iteration 20F: 3 clusters Score -9587606 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -9587660.000000 Penalty: 5380.336426
	Iteration 21Q: 3 clusters Score -9587660 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -9587709.000000 Penalty: 5380.336426
	Iteration 22Q: 3 clusters Score -9587709 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -9587721.000000 Penalty: 5380.336426
	Iteration 23Q: 3 clusters Score -9587721 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -9587731.000000 Penalty: 5380.336426
	Iteration 24Q: 3 clusters Score -9587731 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -9587715.000000 Penalty: 5380.336426
	Iteration 25Q: 3 clusters Score -9587715 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -9587720.000000 Penalty: 5380.336426
	Iteration 26Q: 3 clusters Score -9587720 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -9587751.000000 Penalty: 5380.336426
	Iteration 27Q: 3 clusters Score -9587751 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -9587779.000000 Penalty: 5380.336426
	Iteration 28Q: 3 clusters Score -9587779 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -9587770.000000 Penalty: 5380.336426
	Iteration 29Q: 3 clusters Score -9587770 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -9587775.000000 Penalty: 5380.336426
	Iteration 30Q: 3 clusters Score -9587775 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -9587748.000000 Penalty: 5380.336426
	Iteration 31Q: 3 clusters Score -9587748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -9587735.000000 Penalty: 5380.336426
	Iteration 32Q: 3 clusters Score -9587735 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -9587734.000000 Penalty: 5380.336426
	Iteration 33Q: 3 clusters Score -9587734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -9587750.000000 Penalty: 5380.336426
	Iteration 34Q: 3 clusters Score -9587750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -9587736.000000 Penalty: 5380.336426
	Iteration 35Q: 3 clusters Score -9587736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -9587731.000000 Penalty: 5380.336426
	Iteration 36Q: 3 clusters Score -9587731 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -9587727.000000 Penalty: 5380.336426
	Iteration 37Q: 3 clusters Score -9587727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -9587721.000000 Penalty: 5380.336426
	Iteration 38Q: 3 clusters Score -9587721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -9587723.000000 Penalty: 5380.336426
	Iteration 39Q: 3 clusters Score -9587723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -9587719.000000 Penalty: 5380.336426
	Iteration 40F: 3 clusters Score -9587719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -9587748.000000 Penalty: 5380.336426
	Iteration 41Q: 3 clusters Score -9587748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -9587730.000000 Penalty: 5380.336426
	Iteration 42Q: 3 clusters Score -9587730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -9587729.000000 Penalty: 5380.336426
	Iteration 43Q: 3 clusters Score -9587729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -9587735.000000 Penalty: 5380.336426
	Iteration 44Q: 3 clusters Score -9587735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -9587732.000000 Penalty: 5380.336426
	Iteration 45Q: 3 clusters Score -9587732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -9587751.000000 Penalty: 5380.336426
	Iteration 46Q: 3 clusters Score -9587751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -9587749.000000 Penalty: 5380.336426
	Iteration 47Q: 3 clusters Score -9587749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -9587745.000000 Penalty: 5380.336426
	Iteration 48Q: 3 clusters Score -9587745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -9587737.000000 Penalty: 5380.336426
	Iteration 49Q: 3 clusters Score -9587737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -9587707.000000 Penalty: 5380.336426
	Iteration 50Q: 3 clusters Score -9587707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -9587703.000000 Penalty: 5380.336426
	Iteration 51Q: 3 clusters Score -9587703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -9587711.000000 Penalty: 5380.336426
	Iteration 52Q: 3 clusters Score -9587711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -9587714.000000 Penalty: 5380.336426
	Iteration 53Q: 3 clusters Score -9587714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -9587710.000000 Penalty: 5380.336426
	Iteration 54Q: 3 clusters Score -9587710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -9587717.000000 Penalty: 5380.336426
	Iteration 55Q: 3 clusters Score -9587717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -9587713.000000 Penalty: 5380.336426
	Iteration 56Q: 3 clusters Score -9587713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -9587712.000000 Penalty: 5380.336426
	Iteration 57Q: 3 clusters Score -9587712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -9587709.000000 Penalty: 5380.336426
	Iteration 58Q: 3 clusters Score -9587709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -9587716.000000 Penalty: 5380.336426
	Iteration 59Q: 3 clusters Score -9587716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -9587718.000000 Penalty: 5380.336426
	Iteration 60F: 3 clusters Score -9587718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -9587720.000000 Penalty: 5380.336426
	Iteration 61Q: 3 clusters Score -9587720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -9587706.000000 Penalty: 5380.336426
	Iteration 62Q: 3 clusters Score -9587706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -9587697.000000 Penalty: 5380.336426
	Iteration 63Q: 3 clusters Score -9587697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -9587702.000000 Penalty: 5380.336426
	Iteration 64Q: 3 clusters Score -9587702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -9587703.000000 Penalty: 5380.336426
	Iteration 65Q: 3 clusters Score -9587703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -9587685.000000 Penalty: 5380.336426
	Iteration 66Q: 3 clusters Score -9587685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -9587685.000000 Penalty: 5380.336426
	Iteration 67Q: 3 clusters Score -9587685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -9587685.000000 Penalty: 5380.336426
	Iteration 68Q: 3 clusters Score -9587685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -9587701.000000 Penalty: 5380.336426
	Iteration 69Q: 3 clusters Score -9587701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -9587701.000000 Penalty: 5380.336426
	Iteration 70Q: 3 clusters Score -9587701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -9587696.000000 Penalty: 5380.336426
	Iteration 71Q: 3 clusters Score -9587696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -9587702.000000 Penalty: 5380.336426
	Iteration 72Q: 3 clusters Score -9587702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -9587699.000000 Penalty: 5380.336426
	Iteration 73Q: 3 clusters Score -9587699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47234 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -9587707.000000 Penalty: 5380.336426
	Iteration 74Q: 3 clusters Score -9587707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -9587707.000000 Penalty: 5380.336426
	Iteration 75Q: 3 clusters Score -9587707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -9587706.000000 Penalty: 5380.336426
	Iteration 76Q: 3 clusters Score -9587706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -9587702.000000 Penalty: 5380.336426
	Iteration 77Q: 3 clusters Score -9587702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -9587712.000000 Penalty: 5380.336426
	Iteration 78Q: 3 clusters Score -9587712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -9587710.000000 Penalty: 5380.336426
	Iteration 79Q: 3 clusters Score -9587710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -9587713.000000 Penalty: 5380.336426
	Iteration 80F: 3 clusters Score -9587713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -9587702.000000 Penalty: 5380.336426
	Iteration 81Q: 3 clusters Score -9587702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -9587696.000000 Penalty: 5380.336426
	Iteration 82Q: 3 clusters Score -9587696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -9587688.000000 Penalty: 5380.336426
	Iteration 83Q: 3 clusters Score -9587688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -9587693.000000 Penalty: 5380.336426
	Iteration 84Q: 3 clusters Score -9587693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -9587693.000000 Penalty: 5380.336426
	Iteration 85F: 3 clusters Score -9587693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Entering Unmasked Estep 
Score: -4792118.000000 Penalty: 2520.816162
	Iteration 0F: 2 clusters Score -4792118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -4774071.500000 Penalty: 5041.632324
	Iteration 0F: 3 clusters Score -4774072 nChanged 11658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -4780579.000000 Penalty: 5041.632324
	Iteration 1F: 3 clusters Score -4780579 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -4781283.000000 Penalty: 5041.632324
	Iteration 2F: 3 clusters Score -4781283 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -4782128.500000 Penalty: 5041.632324
	Iteration 3F: 3 clusters Score -4782128 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -4783289.500000 Penalty: 5041.632324
	Iteration 4F: 3 clusters Score -4783290 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -4784707.500000 Penalty: 5041.632324
	Iteration 5F: 3 clusters Score -4784708 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -4786328.000000 Penalty: 5041.632324
	Iteration 6F: 3 clusters Score -4786328 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4787828.000000 Penalty: 5041.632324
	Iteration 7F: 3 clusters Score -4787828 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4788968.500000 Penalty: 5041.632324
	Iteration 8Q: 3 clusters Score -4788968 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -4789710.000000 Penalty: 5041.632324
	Iteration 9Q: 3 clusters Score -4789710 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -4790037.000000 Penalty: 5041.632324
	Iteration 10Q: 3 clusters Score -4790037 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -4790180.000000 Penalty: 5041.632324
	Iteration 11Q: 3 clusters Score -4790180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4790225.000000 Penalty: 5041.632324
	Iteration 12Q: 3 clusters Score -4790225 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4790272.500000 Penalty: 5041.632324
	Iteration 13Q: 3 clusters Score -4790272 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4790293.000000 Penalty: 5041.632324
	Iteration 14Q: 3 clusters Score -4790293 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4790321.500000 Penalty: 5041.632324
	Iteration 15Q: 3 clusters Score -4790322 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -4790335.000000 Penalty: 5041.632324
	Iteration 16Q: 3 clusters Score -4790335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4790373.000000 Penalty: 5041.632324
	Iteration 17Q: 3 clusters Score -4790373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4790366.500000 Penalty: 5041.632324
	Iteration 18Q: 3 clusters Score -4790366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4790374.500000 Penalty: 5041.632324
	Iteration 19Q: 3 clusters Score -4790374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -4790381.000000 Penalty: 5041.632324
	Iteration 20F: 3 clusters Score -4790381 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -4790382.000000 Penalty: 5041.632324
	Iteration 21Q: 3 clusters Score -4790382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4790394.500000 Penalty: 5041.632324
	Iteration 22Q: 3 clusters Score -4790394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -4790393.000000 Penalty: 5041.632324
	Iteration 23Q: 3 clusters Score -4790393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4790405.000000 Penalty: 5041.632324
	Iteration 24Q: 3 clusters Score -4790405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4790409.000000 Penalty: 5041.632324
	Iteration 25Q: 3 clusters Score -4790409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -4790426.500000 Penalty: 5041.632324
	Iteration 26Q: 3 clusters Score -4790426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4790430.000000 Penalty: 5041.632324
	Iteration 27Q: 3 clusters Score -4790430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4790427.500000 Penalty: 5041.632324
	Iteration 28Q: 3 clusters Score -4790428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4790431.500000 Penalty: 5041.632324
	Iteration 29Q: 3 clusters Score -4790432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4790425.500000 Penalty: 5041.632324
	Iteration 30Q: 3 clusters Score -4790426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4790430.500000 Penalty: 5041.632324
	Iteration 31Q: 3 clusters Score -4790430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4790438.500000 Penalty: 5041.632324
	Iteration 32Q: 3 clusters Score -4790438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4790432.500000 Penalty: 5041.632324
	Iteration 33Q: 3 clusters Score -4790432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -4790437.500000 Penalty: 5041.632324
	Iteration 34Q: 3 clusters Score -4790438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4790437.000000 Penalty: 5041.632324
	Iteration 35Q: 3 clusters Score -4790437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4790436.500000 Penalty: 5041.632324
	Iteration 36Q: 3 clusters Score -4790436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4790436.500000 Penalty: 5041.632324
	Iteration 37F: 3 clusters Score -4790436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Entering Unmasked Estep 
Score: -8283331.500000 Penalty: 2657.214111
	Iteration 0F: 2 clusters Score -8283332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -8253581.000000 Penalty: 5314.428223
	Iteration 0F: 3 clusters Score -8253581 nChanged 20718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -8265199.000000 Penalty: 5314.428223
	Iteration 1F: 3 clusters Score -8265199 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -8265705.500000 Penalty: 5314.428223
	Iteration 2Q: 3 clusters Score -8265706 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -8266403.500000 Penalty: 5314.428223
	Iteration 3Q: 3 clusters Score -8266404 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -8267484.500000 Penalty: 5314.428223
	Iteration 4Q: 3 clusters Score -8267484 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -8269154.000000 Penalty: 5314.428223
	Iteration 5F: 3 clusters Score -8269154 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -8271581.500000 Penalty: 5314.428223
	Iteration 6F: 3 clusters Score -8271582 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -8274573.500000 Penalty: 5314.428223
	Iteration 7F: 3 clusters Score -8274574 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -8277459.500000 Penalty: 5314.428223
	Iteration 8F: 3 clusters Score -8277460 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -8279419.000000 Penalty: 5314.428223
	Iteration 9Q: 3 clusters Score -8279419 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -8280470.000000 Penalty: 5314.428223
	Iteration 10Q: 3 clusters Score -8280470 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8280985.000000 Penalty: 5314.428223
	Iteration 11Q: 3 clusters Score -8280985 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -8281190.500000 Penalty: 5314.428223
	Iteration 12Q: 3 clusters Score -8281190 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8281276.500000 Penalty: 5314.428223
	Iteration 13Q: 3 clusters Score -8281276 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8281293.500000 Penalty: 5314.428223
	Iteration 14Q: 3 clusters Score -8281294 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8281332.000000 Penalty: 5314.428223
	Iteration 15Q: 3 clusters Score -8281332 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8281375.000000 Penalty: 5314.428223
	Iteration 16Q: 3 clusters Score -8281375 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8281382.500000 Penalty: 5314.428223
	Iteration 17Q: 3 clusters Score -8281382 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8281399.000000 Penalty: 5314.428223
	Iteration 18Q: 3 clusters Score -8281399 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8281404.500000 Penalty: 5314.428223
	Iteration 19Q: 3 clusters Score -8281404 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -8281405.000000 Penalty: 5314.428223
	Iteration 20F: 3 clusters Score -8281405 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8281377.000000 Penalty: 5314.428223
	Iteration 21Q: 3 clusters Score -8281377 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8281356.000000 Penalty: 5314.428223
	Iteration 22Q: 3 clusters Score -8281356 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8281357.500000 Penalty: 5314.428223
	Iteration 23Q: 3 clusters Score -8281358 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8281357.000000 Penalty: 5314.428223
	Iteration 24Q: 3 clusters Score -8281357 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8281346.500000 Penalty: 5314.428223
	Iteration 25Q: 3 clusters Score -8281346 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8281354.000000 Penalty: 5314.428223
	Iteration 26Q: 3 clusters Score -8281354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8281347.500000 Penalty: 5314.428223
	Iteration 27Q: 3 clusters Score -8281348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8281365.000000 Penalty: 5314.428223
	Iteration 28Q: 3 clusters Score -8281365 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8281364.000000 Penalty: 5314.428223
	Iteration 29Q: 3 clusters Score -8281364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8281372.000000 Penalty: 5314.428223
	Iteration 30Q: 3 clusters Score -8281372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8281391.500000 Penalty: 5314.428223
	Iteration 31Q: 3 clusters Score -8281392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8281421.500000 Penalty: 5314.428223
	Iteration 32Q: 3 clusters Score -8281422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8281415.000000 Penalty: 5314.428223
	Iteration 33Q: 3 clusters Score -8281415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8281406.000000 Penalty: 5314.428223
	Iteration 34Q: 3 clusters Score -8281406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8281399.500000 Penalty: 5314.428223
	Iteration 35Q: 3 clusters Score -8281400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8281410.000000 Penalty: 5314.428223
	Iteration 36Q: 3 clusters Score -8281410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8281411.000000 Penalty: 5314.428223
	Iteration 37Q: 3 clusters Score -8281411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8281419.500000 Penalty: 5314.428223
	Iteration 38Q: 3 clusters Score -8281420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8281410.500000 Penalty: 5314.428223
	Iteration 39Q: 3 clusters Score -8281410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8281413.000000 Penalty: 5314.428223
	Iteration 40F: 3 clusters Score -8281413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8281409.000000 Penalty: 5314.428223
	Iteration 41Q: 3 clusters Score -8281409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8281394.000000 Penalty: 5314.428223
	Iteration 42Q: 3 clusters Score -8281394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8281398.000000 Penalty: 5314.428223
	Iteration 43Q: 3 clusters Score -8281398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8281390.500000 Penalty: 5314.428223
	Iteration 44Q: 3 clusters Score -8281390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8281390.000000 Penalty: 5314.428223
	Iteration 45Q: 3 clusters Score -8281390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8281386.500000 Penalty: 5314.428223
	Iteration 46Q: 3 clusters Score -8281386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8281397.000000 Penalty: 5314.428223
	Iteration 47Q: 3 clusters Score -8281397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8281388.000000 Penalty: 5314.428223
	Iteration 48Q: 3 clusters Score -8281388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8281392.000000 Penalty: 5314.428223
	Iteration 49Q: 3 clusters Score -8281392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8281398.000000 Penalty: 5314.428223
	Iteration 50Q: 3 clusters Score -8281398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8281398.500000 Penalty: 5314.428223
	Iteration 51Q: 3 clusters Score -8281398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8281395.500000 Penalty: 5314.428223
	Iteration 52Q: 3 clusters Score -8281396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8281392.000000 Penalty: 5314.428223
	Iteration 53Q: 3 clusters Score -8281392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8281392.000000 Penalty: 5314.428223
	Iteration 54F: 3 clusters Score -8281392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Entering Unmasked Estep 
Score: -7767670.000000 Penalty: 2640.761230
	Iteration 0F: 2 clusters Score -7767670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -7739469.500000 Penalty: 5281.522461
	Iteration 0F: 3 clusters Score -7739470 nChanged 19202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -7750066.000000 Penalty: 5281.522461
	Iteration 1F: 3 clusters Score -7750066 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -7750701.500000 Penalty: 5281.522461
	Iteration 2Q: 3 clusters Score -7750702 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -7751340.000000 Penalty: 5281.522461
	Iteration 3Q: 3 clusters Score -7751340 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -7752297.500000 Penalty: 5281.522461
	Iteration 4Q: 3 clusters Score -7752298 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -7753648.000000 Penalty: 5281.522461
	Iteration 5Q: 3 clusters Score -7753648 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -7755512.500000 Penalty: 5281.522461
	Iteration 6F: 3 clusters Score -7755512 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -7757605.500000 Penalty: 5281.522461
	Iteration 7F: 3 clusters Score -7757606 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -7759677.000000 Penalty: 5281.522461
	Iteration 8F: 3 clusters Score -7759677 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -7761558.000000 Penalty: 5281.522461
	Iteration 9F: 3 clusters Score -7761558 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -7762903.500000 Penalty: 5281.522461
	Iteration 10Q: 3 clusters Score -7762904 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -7763836.000000 Penalty: 5281.522461
	Iteration 11Q: 3 clusters Score -7763836 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -7764483.500000 Penalty: 5281.522461
	Iteration 12Q: 3 clusters Score -7764484 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -7764851.500000 Penalty: 5281.522461
	Iteration 13Q: 3 clusters Score -7764852 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -7765025.500000 Penalty: 5281.522461
	Iteration 14Q: 3 clusters Score -7765026 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -7765160.500000 Penalty: 5281.522461
	Iteration 15Q: 3 clusters Score -7765160 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -7765239.000000 Penalty: 5281.522461
	Iteration 16Q: 3 clusters Score -7765239 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -7765301.500000 Penalty: 5281.522461
	Iteration 17Q: 3 clusters Score -7765302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -7765331.500000 Penalty: 5281.522461
	Iteration 18Q: 3 clusters Score -7765332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -7765357.000000 Penalty: 5281.522461
	Iteration 19Q: 3 clusters Score -7765357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -7765378.500000 Penalty: 5281.522461
	Iteration 20F: 3 clusters Score -7765378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -7765404.000000 Penalty: 5281.522461
	Iteration 21Q: 3 clusters Score -7765404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -7765417.000000 Penalty: 5281.522461
	Iteration 22Q: 3 clusters Score -7765417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -7765435.500000 Penalty: 5281.522461
	Iteration 23Q: 3 clusters Score -7765436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -7765468.000000 Penalty: 5281.522461
	Iteration 24Q: 3 clusters Score -7765468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -7765472.000000 Penalty: 5281.522461
	Iteration 25Q: 3 clusters Score -7765472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -7765479.500000 Penalty: 5281.522461
	Iteration 26Q: 3 clusters Score -7765480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -7765476.000000 Penalty: 5281.522461
	Iteration 27Q: 3 clusters Score -7765476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -7765488.000000 Penalty: 5281.522461
	Iteration 28Q: 3 clusters Score -7765488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -7765487.000000 Penalty: 5281.522461
	Iteration 29Q: 3 clusters Score -7765487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -7765489.500000 Penalty: 5281.522461
	Iteration 30Q: 3 clusters Score -7765490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -7765488.000000 Penalty: 5281.522461
	Iteration 31Q: 3 clusters Score -7765488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -7765488.000000 Penalty: 5281.522461
	Iteration 32Q: 3 clusters Score -7765488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -7765490.000000 Penalty: 5281.522461
	Iteration 33Q: 3 clusters Score -7765490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -7765490.500000 Penalty: 5281.522461
	Iteration 34Q: 3 clusters Score -7765490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -7765488.500000 Penalty: 5281.522461
	Iteration 35Q: 3 clusters Score -7765488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -7765490.500000 Penalty: 5281.522461
	Iteration 36Q: 3 clusters Score -7765490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -7765490.500000 Penalty: 5281.522461
	Iteration 37F: 3 clusters Score -7765490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -56981.398438 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -56981.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55511.476562 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -55511.48 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55802.218750 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -55802.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55933.937500 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -55933.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56004.976562 Penalty: 3097.106689
	Iteration 3Q: 3 clusters Score -56004.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56070.585938 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -56070.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56119.000000 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -56119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56141.335938 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -56141.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56167.027344 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -56167.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56182.437500 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -56182.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56199.261719 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -56199.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56201.574219 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -56201.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -56201.574219 Penalty: 3097.106689
	Iteration 11F: 3 clusters Score -56201.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51786 members 
Entering Unmasked Estep 
Score: -9567942.000000 Penalty: 2692.009033
	Iteration 0F: 2 clusters Score -9567942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -9535605.000000 Penalty: 5384.018066
	Iteration 0F: 3 clusters Score -9535605 nChanged 24022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -9549013.000000 Penalty: 5384.018066
	Iteration 1F: 3 clusters Score -9549013 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -9549522.000000 Penalty: 5384.018066
	Iteration 2Q: 3 clusters Score -9549522 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -9550108.000000 Penalty: 5384.018066
	Iteration 3Q: 3 clusters Score -9550108 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -9551045.000000 Penalty: 5384.018066
	Iteration 4Q: 3 clusters Score -9551045 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -9552507.000000 Penalty: 5384.018066
	Iteration 5F: 3 clusters Score -9552507 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -9554566.000000 Penalty: 5384.018066
	Iteration 6F: 3 clusters Score -9554566 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -9557851.000000 Penalty: 5384.018066
	Iteration 7F: 3 clusters Score -9557851 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -9561501.000000 Penalty: 5384.018066
	Iteration 8F: 3 clusters Score -9561501 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -9564084.000000 Penalty: 5384.018066
	Iteration 9F: 3 clusters Score -9564084 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -9565228.000000 Penalty: 5384.018066
	Iteration 10Q: 3 clusters Score -9565228 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9565554.000000 Penalty: 5384.018066
	Iteration 11Q: 3 clusters Score -9565554 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9565711.000000 Penalty: 5384.018066
	Iteration 12Q: 3 clusters Score -9565711 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9565748.000000 Penalty: 5384.018066
	Iteration 13Q: 3 clusters Score -9565748 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9565788.000000 Penalty: 5384.018066
	Iteration 14Q: 3 clusters Score -9565788 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9565820.000000 Penalty: 5384.018066
	Iteration 15Q: 3 clusters Score -9565820 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9565878.000000 Penalty: 5384.018066
	Iteration 16Q: 3 clusters Score -9565878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9565887.000000 Penalty: 5384.018066
	Iteration 17Q: 3 clusters Score -9565887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9565885.000000 Penalty: 5384.018066
	Iteration 18Q: 3 clusters Score -9565885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9565871.000000 Penalty: 5384.018066
	Iteration 19Q: 3 clusters Score -9565871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9565884.000000 Penalty: 5384.018066
	Iteration 20F: 3 clusters Score -9565884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9565880.000000 Penalty: 5384.018066
	Iteration 21Q: 3 clusters Score -9565880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9565898.000000 Penalty: 5384.018066
	Iteration 22Q: 3 clusters Score -9565898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9565885.000000 Penalty: 5384.018066
	Iteration 23Q: 3 clusters Score -9565885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9565879.000000 Penalty: 5384.018066
	Iteration 24Q: 3 clusters Score -9565879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9565895.000000 Penalty: 5384.018066
	Iteration 25Q: 3 clusters Score -9565895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9565903.000000 Penalty: 5384.018066
	Iteration 26Q: 3 clusters Score -9565903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9565901.000000 Penalty: 5384.018066
	Iteration 27Q: 3 clusters Score -9565901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9565905.000000 Penalty: 5384.018066
	Iteration 28Q: 3 clusters Score -9565905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9565905.000000 Penalty: 5384.018066
	Iteration 29Q: 3 clusters Score -9565905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9565910.000000 Penalty: 5384.018066
	Iteration 30Q: 3 clusters Score -9565910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9565910.000000 Penalty: 5384.018066
	Iteration 31F: 3 clusters Score -9565910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Entering Unmasked Estep 
Score: -697103.187500 Penalty: 2043.615479
	Iteration 0F: 2 clusters Score -697103.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -693343.812500 Penalty: 4087.230957
	Iteration 0F: 3 clusters Score -693343.8 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -694157.875000 Penalty: 4087.230957
	Iteration 1F: 3 clusters Score -694157.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -694344.500000 Penalty: 4087.230957
	Iteration 2F: 3 clusters Score -694344.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -694453.500000 Penalty: 4087.230957
	Iteration 3Q: 3 clusters Score -694453.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -694522.687500 Penalty: 4087.230957
	Iteration 4Q: 3 clusters Score -694522.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -694580.875000 Penalty: 4087.230957
	Iteration 5Q: 3 clusters Score -694580.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -694619.312500 Penalty: 4087.230957
	Iteration 6Q: 3 clusters Score -694619.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -694648.437500 Penalty: 4087.230957
	Iteration 7Q: 3 clusters Score -694648.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -694670.562500 Penalty: 4087.230957
	Iteration 8Q: 3 clusters Score -694670.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -694697.687500 Penalty: 4087.230957
	Iteration 9Q: 3 clusters Score -694697.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -694717.312500 Penalty: 4087.230957
	Iteration 10Q: 3 clusters Score -694717.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -694736.687500 Penalty: 4087.230957
	Iteration 11Q: 3 clusters Score -694736.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -694751.750000 Penalty: 4087.230957
	Iteration 12Q: 3 clusters Score -694751.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -694765.687500 Penalty: 4087.230957
	Iteration 13Q: 3 clusters Score -694765.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -694777.875000 Penalty: 4087.230957
	Iteration 14Q: 3 clusters Score -694777.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -694788.375000 Penalty: 4087.230957
	Iteration 15Q: 3 clusters Score -694788.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -694799.187500 Penalty: 4087.230957
	Iteration 16Q: 3 clusters Score -694799.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -694807.875000 Penalty: 4087.230957
	Iteration 17Q: 3 clusters Score -694807.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -694817.312500 Penalty: 4087.230957
	Iteration 18Q: 3 clusters Score -694817.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -694828.562500 Penalty: 4087.230957
	Iteration 19Q: 3 clusters Score -694828.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -694840.437500 Penalty: 4087.230957
	Iteration 20F: 3 clusters Score -694840.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -694854.000000 Penalty: 4087.230957
	Iteration 21Q: 3 clusters Score -694854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -694867.062500 Penalty: 4087.230957
	Iteration 22Q: 3 clusters Score -694867.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -694879.687500 Penalty: 4087.230957
	Iteration 23Q: 3 clusters Score -694879.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -694894.812500 Penalty: 4087.230957
	Iteration 24Q: 3 clusters Score -694894.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -694908.125000 Penalty: 4087.230957
	Iteration 25Q: 3 clusters Score -694908.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -694913.625000 Penalty: 4087.230957
	Iteration 26Q: 3 clusters Score -694913.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -694923.375000 Penalty: 4087.230957
	Iteration 27Q: 3 clusters Score -694923.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -694928.187500 Penalty: 4087.230957
	Iteration 28Q: 3 clusters Score -694928.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -694939.187500 Penalty: 4087.230957
	Iteration 29Q: 3 clusters Score -694939.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -694950.500000 Penalty: 4087.230957
	Iteration 30Q: 3 clusters Score -694950.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -694962.875000 Penalty: 4087.230957
	Iteration 31Q: 3 clusters Score -694962.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -694977.937500 Penalty: 4087.230957
	Iteration 32Q: 3 clusters Score -694977.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -694991.625000 Penalty: 4087.230957
	Iteration 33Q: 3 clusters Score -694991.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -695000.437500 Penalty: 4087.230957
	Iteration 34Q: 3 clusters Score -695000.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -695008.812500 Penalty: 4087.230957
	Iteration 35Q: 3 clusters Score -695008.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -695021.875000 Penalty: 4087.230957
	Iteration 36Q: 3 clusters Score -695021.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -695033.250000 Penalty: 4087.230957
	Iteration 37Q: 3 clusters Score -695033.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -695047.000000 Penalty: 4087.230957
	Iteration 38Q: 3 clusters Score -695047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -695058.125000 Penalty: 4087.230957
	Iteration 39Q: 3 clusters Score -695058.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -695070.187500 Penalty: 4087.230957
	Iteration 40F: 3 clusters Score -695070.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -695080.500000 Penalty: 4087.230957
	Iteration 41Q: 3 clusters Score -695080.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -695094.812500 Penalty: 4087.230957
	Iteration 42Q: 3 clusters Score -695094.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -695103.187500 Penalty: 4087.230957
	Iteration 43Q: 3 clusters Score -695103.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -695114.437500 Penalty: 4087.230957
	Iteration 44Q: 3 clusters Score -695114.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -695123.125000 Penalty: 4087.230957
	Iteration 45Q: 3 clusters Score -695123.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -695131.875000 Penalty: 4087.230957
	Iteration 46Q: 3 clusters Score -695131.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -695140.125000 Penalty: 4087.230957
	Iteration 47Q: 3 clusters Score -695140.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -695146.812500 Penalty: 4087.230957
	Iteration 48Q: 3 clusters Score -695146.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -695154.687500 Penalty: 4087.230957
	Iteration 49Q: 3 clusters Score -695154.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -695158.500000 Penalty: 4087.230957
	Iteration 50Q: 3 clusters Score -695158.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -695165.625000 Penalty: 4087.230957
	Iteration 51Q: 3 clusters Score -695165.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -695173.937500 Penalty: 4087.230957
	Iteration 52Q: 3 clusters Score -695173.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -695188.187500 Penalty: 4087.230957
	Iteration 53Q: 3 clusters Score -695188.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -695199.937500 Penalty: 4087.230957
	Iteration 54Q: 3 clusters Score -695199.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -695218.125000 Penalty: 4087.230957
	Iteration 55Q: 3 clusters Score -695218.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -695234.562500 Penalty: 4087.230957
	Iteration 56Q: 3 clusters Score -695234.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -695244.875000 Penalty: 4087.230957
	Iteration 57Q: 3 clusters Score -695244.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -695259.937500 Penalty: 4087.230957
	Iteration 58Q: 3 clusters Score -695259.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -695266.687500 Penalty: 4087.230957
	Iteration 59Q: 3 clusters Score -695266.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -695275.750000 Penalty: 4087.230957
	Iteration 60F: 3 clusters Score -695275.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -695282.937500 Penalty: 4087.230957
	Iteration 61Q: 3 clusters Score -695282.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -695287.500000 Penalty: 4087.230957
	Iteration 62Q: 3 clusters Score -695287.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -695291.500000 Penalty: 4087.230957
	Iteration 63Q: 3 clusters Score -695291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -695293.000000 Penalty: 4087.230957
	Iteration 64Q: 3 clusters Score -695293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -695295.500000 Penalty: 4087.230957
	Iteration 65Q: 3 clusters Score -695295.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -695296.812500 Penalty: 4087.230957
	Iteration 66Q: 3 clusters Score -695296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -695296.312500 Penalty: 4087.230957
	Iteration 67Q: 3 clusters Score -695296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -695296.062500 Penalty: 4087.230957
	Iteration 68Q: 3 clusters Score -695296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -695296.062500 Penalty: 4087.230957
	Iteration 69F: 3 clusters Score -695296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Entering Unmasked Estep 
Score: -1762677.375000 Penalty: 2271.156250
	Iteration 0F: 2 clusters Score -1762677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1755304.000000 Penalty: 4542.312500
	Iteration 0F: 3 clusters Score -1755304 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1757362.875000 Penalty: 4542.312500
	Iteration 1F: 3 clusters Score -1757363 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1757625.875000 Penalty: 4542.312500
	Iteration 2F: 3 clusters Score -1757626 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1757812.000000 Penalty: 4542.312500
	Iteration 3Q: 3 clusters Score -1757812 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1757977.375000 Penalty: 4542.312500
	Iteration 4Q: 3 clusters Score -1757977 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1758139.875000 Penalty: 4542.312500
	Iteration 5Q: 3 clusters Score -1758140 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1758301.500000 Penalty: 4542.312500
	Iteration 6Q: 3 clusters Score -1758302 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1758491.625000 Penalty: 4542.312500
	Iteration 7Q: 3 clusters Score -1758492 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1758723.000000 Penalty: 4542.312500
	Iteration 8Q: 3 clusters Score -1758723 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1758983.375000 Penalty: 4542.312500
	Iteration 9Q: 3 clusters Score -1758983 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1759246.500000 Penalty: 4542.312500
	Iteration 10Q: 3 clusters Score -1759246 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1759555.500000 Penalty: 4542.312500
	Iteration 11Q: 3 clusters Score -1759556 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1759907.500000 Penalty: 4542.312500
	Iteration 12Q: 3 clusters Score -1759908 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1760242.875000 Penalty: 4542.312500
	Iteration 13Q: 3 clusters Score -1760243 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1760505.625000 Penalty: 4542.312500
	Iteration 14Q: 3 clusters Score -1760506 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1760623.375000 Penalty: 4542.312500
	Iteration 15Q: 3 clusters Score -1760623 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1760685.375000 Penalty: 4542.312500
	Iteration 16Q: 3 clusters Score -1760685 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1760722.875000 Penalty: 4542.312500
	Iteration 17Q: 3 clusters Score -1760723 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1760740.500000 Penalty: 4542.312500
	Iteration 18Q: 3 clusters Score -1760740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1760754.375000 Penalty: 4542.312500
	Iteration 19Q: 3 clusters Score -1760754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1760765.375000 Penalty: 4542.312500
	Iteration 20F: 3 clusters Score -1760765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1760771.125000 Penalty: 4542.312500
	Iteration 21Q: 3 clusters Score -1760771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1760770.375000 Penalty: 4542.312500
	Iteration 22Q: 3 clusters Score -1760770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1760770.500000 Penalty: 4542.312500
	Iteration 23Q: 3 clusters Score -1760770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1760775.000000 Penalty: 4542.312500
	Iteration 24Q: 3 clusters Score -1760775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1760779.750000 Penalty: 4542.312500
	Iteration 25Q: 3 clusters Score -1760780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1760785.875000 Penalty: 4542.312500
	Iteration 26Q: 3 clusters Score -1760786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1760783.000000 Penalty: 4542.312500
	Iteration 27Q: 3 clusters Score -1760783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1760785.250000 Penalty: 4542.312500
	Iteration 28Q: 3 clusters Score -1760785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1760785.625000 Penalty: 4542.312500
	Iteration 29Q: 3 clusters Score -1760786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1760784.250000 Penalty: 4542.312500
	Iteration 30Q: 3 clusters Score -1760784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1760784.750000 Penalty: 4542.312500
	Iteration 31Q: 3 clusters Score -1760785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1760785.625000 Penalty: 4542.312500
	Iteration 32Q: 3 clusters Score -1760786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1760784.875000 Penalty: 4542.312500
	Iteration 33Q: 3 clusters Score -1760785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1760785.500000 Penalty: 4542.312500
	Iteration 34Q: 3 clusters Score -1760786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1760785.500000 Penalty: 4542.312500
	Iteration 35Q: 3 clusters Score -1760786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1760785.500000 Penalty: 4542.312500
	Iteration 36F: 3 clusters Score -1760786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Entering Unmasked Estep 
Score: -8767981.000000 Penalty: 2668.070557
	Iteration 0F: 2 clusters Score -8767981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -8738251.000000 Penalty: 5336.141113
	Iteration 0F: 3 clusters Score -8738251 nChanged 21626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -8750253.000000 Penalty: 5336.141113
	Iteration 1F: 3 clusters Score -8750253 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -8750820.000000 Penalty: 5336.141113
	Iteration 2Q: 3 clusters Score -8750820 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -8751533.000000 Penalty: 5336.141113
	Iteration 3Q: 3 clusters Score -8751533 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -8752272.000000 Penalty: 5336.141113
	Iteration 4Q: 3 clusters Score -8752272 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -8753133.000000 Penalty: 5336.141113
	Iteration 5Q: 3 clusters Score -8753133 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -8754072.000000 Penalty: 5336.141113
	Iteration 6Q: 3 clusters Score -8754072 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -8755219.000000 Penalty: 5336.141113
	Iteration 7Q: 3 clusters Score -8755219 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -8756441.000000 Penalty: 5336.141113
	Iteration 8Q: 3 clusters Score -8756441 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -8757576.000000 Penalty: 5336.141113
	Iteration 9Q: 3 clusters Score -8757576 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -8758654.000000 Penalty: 5336.141113
	Iteration 10Q: 3 clusters Score -8758654 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -8759526.000000 Penalty: 5336.141113
	Iteration 11Q: 3 clusters Score -8759526 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -8760147.000000 Penalty: 5336.141113
	Iteration 12Q: 3 clusters Score -8760147 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -8760542.000000 Penalty: 5336.141113
	Iteration 13Q: 3 clusters Score -8760542 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -8760777.000000 Penalty: 5336.141113
	Iteration 14Q: 3 clusters Score -8760777 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -8760911.000000 Penalty: 5336.141113
	Iteration 15Q: 3 clusters Score -8760911 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -8760964.000000 Penalty: 5336.141113
	Iteration 16Q: 3 clusters Score -8760964 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -8761058.000000 Penalty: 5336.141113
	Iteration 17Q: 3 clusters Score -8761058 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -8761158.000000 Penalty: 5336.141113
	Iteration 18Q: 3 clusters Score -8761158 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -8761201.000000 Penalty: 5336.141113
	Iteration 19Q: 3 clusters Score -8761201 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -8761248.000000 Penalty: 5336.141113
	Iteration 20F: 3 clusters Score -8761248 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -8761334.000000 Penalty: 5336.141113
	Iteration 21Q: 3 clusters Score -8761334 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -8761419.000000 Penalty: 5336.141113
	Iteration 22Q: 3 clusters Score -8761419 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -8761498.000000 Penalty: 5336.141113
	Iteration 23Q: 3 clusters Score -8761498 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -8761531.000000 Penalty: 5336.141113
	Iteration 24Q: 3 clusters Score -8761531 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -8761575.000000 Penalty: 5336.141113
	Iteration 25Q: 3 clusters Score -8761575 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -8761640.000000 Penalty: 5336.141113
	Iteration 26Q: 3 clusters Score -8761640 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -8761683.000000 Penalty: 5336.141113
	Iteration 27Q: 3 clusters Score -8761683 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -8761727.000000 Penalty: 5336.141113
	Iteration 28Q: 3 clusters Score -8761727 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -8761771.000000 Penalty: 5336.141113
	Iteration 29Q: 3 clusters Score -8761771 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -8761792.000000 Penalty: 5336.141113
	Iteration 30Q: 3 clusters Score -8761792 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -8761830.000000 Penalty: 5336.141113
	Iteration 31Q: 3 clusters Score -8761830 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -8761865.000000 Penalty: 5336.141113
	Iteration 32Q: 3 clusters Score -8761865 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -8761940.000000 Penalty: 5336.141113
	Iteration 33Q: 3 clusters Score -8761940 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -8762018.000000 Penalty: 5336.141113
	Iteration 34Q: 3 clusters Score -8762018 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -8762038.000000 Penalty: 5336.141113
	Iteration 35Q: 3 clusters Score -8762038 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -8762075.000000 Penalty: 5336.141113
	Iteration 36Q: 3 clusters Score -8762075 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -8762149.000000 Penalty: 5336.141113
	Iteration 37Q: 3 clusters Score -8762149 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -8762172.000000 Penalty: 5336.141113
	Iteration 38Q: 3 clusters Score -8762172 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -8762240.000000 Penalty: 5336.141113
	Iteration 39Q: 3 clusters Score -8762240 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -8762292.000000 Penalty: 5336.141113
	Iteration 40F: 3 clusters Score -8762292 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -8762366.000000 Penalty: 5336.141113
	Iteration 41Q: 3 clusters Score -8762366 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -8762388.000000 Penalty: 5336.141113
	Iteration 42Q: 3 clusters Score -8762388 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -8762399.000000 Penalty: 5336.141113
	Iteration 43Q: 3 clusters Score -8762399 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -8762444.000000 Penalty: 5336.141113
	Iteration 44Q: 3 clusters Score -8762444 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -8762496.000000 Penalty: 5336.141113
	Iteration 45Q: 3 clusters Score -8762496 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -8762546.000000 Penalty: 5336.141113
	Iteration 46Q: 3 clusters Score -8762546 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -8762563.000000 Penalty: 5336.141113
	Iteration 47Q: 3 clusters Score -8762563 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -8762605.000000 Penalty: 5336.141113
	Iteration 48Q: 3 clusters Score -8762605 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -8762651.000000 Penalty: 5336.141113
	Iteration 49Q: 3 clusters Score -8762651 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -8762693.000000 Penalty: 5336.141113
	Iteration 50Q: 3 clusters Score -8762693 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -8762737.000000 Penalty: 5336.141113
	Iteration 51Q: 3 clusters Score -8762737 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -8762818.000000 Penalty: 5336.141113
	Iteration 52Q: 3 clusters Score -8762818 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -8762860.000000 Penalty: 5336.141113
	Iteration 53Q: 3 clusters Score -8762860 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -8762931.000000 Penalty: 5336.141113
	Iteration 54Q: 3 clusters Score -8762931 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -8762992.000000 Penalty: 5336.141113
	Iteration 55Q: 3 clusters Score -8762992 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -8763059.000000 Penalty: 5336.141113
	Iteration 56Q: 3 clusters Score -8763059 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -8763131.000000 Penalty: 5336.141113
	Iteration 57Q: 3 clusters Score -8763131 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -8763186.000000 Penalty: 5336.141113
	Iteration 58Q: 3 clusters Score -8763186 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -8763240.000000 Penalty: 5336.141113
	Iteration 59Q: 3 clusters Score -8763240 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -8763303.000000 Penalty: 5336.141113
	Iteration 60F: 3 clusters Score -8763303 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -8763343.000000 Penalty: 5336.141113
	Iteration 61Q: 3 clusters Score -8763343 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -8763419.000000 Penalty: 5336.141113
	Iteration 62Q: 3 clusters Score -8763419 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -8763522.000000 Penalty: 5336.141113
	Iteration 63Q: 3 clusters Score -8763522 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -8763625.000000 Penalty: 5336.141113
	Iteration 64Q: 3 clusters Score -8763625 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -8763694.000000 Penalty: 5336.141113
	Iteration 65Q: 3 clusters Score -8763694 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -8763766.000000 Penalty: 5336.141113
	Iteration 66Q: 3 clusters Score -8763766 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -8763802.000000 Penalty: 5336.141113
	Iteration 67Q: 3 clusters Score -8763802 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -8763867.000000 Penalty: 5336.141113
	Iteration 68Q: 3 clusters Score -8763867 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -8763916.000000 Penalty: 5336.141113
	Iteration 69Q: 3 clusters Score -8763916 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -8763962.000000 Penalty: 5336.141113
	Iteration 70Q: 3 clusters Score -8763962 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -8763978.000000 Penalty: 5336.141113
	Iteration 71Q: 3 clusters Score -8763978 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -8764043.000000 Penalty: 5336.141113
	Iteration 72Q: 3 clusters Score -8764043 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -8764073.000000 Penalty: 5336.141113
	Iteration 73Q: 3 clusters Score -8764073 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -8764091.000000 Penalty: 5336.141113
	Iteration 74Q: 3 clusters Score -8764091 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -8764123.000000 Penalty: 5336.141113
	Iteration 75Q: 3 clusters Score -8764123 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -8764148.000000 Penalty: 5336.141113
	Iteration 76Q: 3 clusters Score -8764148 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -8764171.000000 Penalty: 5336.141113
	Iteration 77Q: 3 clusters Score -8764171 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -8764187.000000 Penalty: 5336.141113
	Iteration 78Q: 3 clusters Score -8764187 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -8764188.000000 Penalty: 5336.141113
	Iteration 79Q: 3 clusters Score -8764188 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -8764200.000000 Penalty: 5336.141113
	Iteration 80F: 3 clusters Score -8764200 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -8764241.000000 Penalty: 5336.141113
	Iteration 81Q: 3 clusters Score -8764241 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -8764282.000000 Penalty: 5336.141113
	Iteration 82Q: 3 clusters Score -8764282 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -8764321.000000 Penalty: 5336.141113
	Iteration 83Q: 3 clusters Score -8764321 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -8764386.000000 Penalty: 5336.141113
	Iteration 84Q: 3 clusters Score -8764386 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -8764431.000000 Penalty: 5336.141113
	Iteration 85Q: 3 clusters Score -8764431 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -8764507.000000 Penalty: 5336.141113
	Iteration 86Q: 3 clusters Score -8764507 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -8764555.000000 Penalty: 5336.141113
	Iteration 87Q: 3 clusters Score -8764555 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -8764697.000000 Penalty: 5336.141113
	Iteration 88Q: 3 clusters Score -8764697 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -8764845.000000 Penalty: 5336.141113
	Iteration 89Q: 3 clusters Score -8764845 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -8764981.000000 Penalty: 5336.141113
	Iteration 90Q: 3 clusters Score -8764981 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -8765134.000000 Penalty: 5336.141113
	Iteration 91Q: 3 clusters Score -8765134 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -8765284.000000 Penalty: 5336.141113
	Iteration 92Q: 3 clusters Score -8765284 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -8765416.000000 Penalty: 5336.141113
	Iteration 93Q: 3 clusters Score -8765416 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -8765522.000000 Penalty: 5336.141113
	Iteration 94Q: 3 clusters Score -8765522 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -8765579.000000 Penalty: 5336.141113
	Iteration 95Q: 3 clusters Score -8765579 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -8765689.000000 Penalty: 5336.141113
	Iteration 96Q: 3 clusters Score -8765689 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -8765732.000000 Penalty: 5336.141113
	Iteration 97Q: 3 clusters Score -8765732 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -8765795.000000 Penalty: 5336.141113
	Iteration 98Q: 3 clusters Score -8765795 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -8765852.000000 Penalty: 5336.141113
	Iteration 99Q: 3 clusters Score -8765852 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -8765902.000000 Penalty: 5336.141113
	Iteration 100F: 3 clusters Score -8765902 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -8765951.000000 Penalty: 5336.141113
	Iteration 101Q: 3 clusters Score -8765951 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -8765982.000000 Penalty: 5336.141113
	Iteration 102Q: 3 clusters Score -8765982 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -8765986.000000 Penalty: 5336.141113
	Iteration 103Q: 3 clusters Score -8765986 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -8765984.000000 Penalty: 5336.141113
	Iteration 104Q: 3 clusters Score -8765984 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -8766010.000000 Penalty: 5336.141113
	Iteration 105Q: 3 clusters Score -8766010 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -8765997.000000 Penalty: 5336.141113
	Iteration 106Q: 3 clusters Score -8765997 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -8766012.000000 Penalty: 5336.141113
	Iteration 107Q: 3 clusters Score -8766012 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -8766004.000000 Penalty: 5336.141113
	Iteration 108Q: 3 clusters Score -8766004 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -8766024.000000 Penalty: 5336.141113
	Iteration 109Q: 3 clusters Score -8766024 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -8765994.000000 Penalty: 5336.141113
	Iteration 110Q: 3 clusters Score -8765994 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -8766004.000000 Penalty: 5336.141113
	Iteration 111Q: 3 clusters Score -8766004 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -8765993.000000 Penalty: 5336.141113
	Iteration 112Q: 3 clusters Score -8765993 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -8765983.000000 Penalty: 5336.141113
	Iteration 113Q: 3 clusters Score -8765983 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -8765974.000000 Penalty: 5336.141113
	Iteration 114Q: 3 clusters Score -8765974 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -8765985.000000 Penalty: 5336.141113
	Iteration 115Q: 3 clusters Score -8765985 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -8765989.000000 Penalty: 5336.141113
	Iteration 116Q: 3 clusters Score -8765989 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -8765981.000000 Penalty: 5336.141113
	Iteration 117Q: 3 clusters Score -8765981 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -8765965.000000 Penalty: 5336.141113
	Iteration 118Q: 3 clusters Score -8765965 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -8765956.000000 Penalty: 5336.141113
	Iteration 119Q: 3 clusters Score -8765956 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -8765953.000000 Penalty: 5336.141113
	Iteration 120F: 3 clusters Score -8765953 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -8765979.000000 Penalty: 5336.141113
	Iteration 121Q: 3 clusters Score -8765979 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -8765986.000000 Penalty: 5336.141113
	Iteration 122Q: 3 clusters Score -8765986 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -8765989.000000 Penalty: 5336.141113
	Iteration 123Q: 3 clusters Score -8765989 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28637 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -8765978.000000 Penalty: 5336.141113
	Iteration 124Q: 3 clusters Score -8765978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -8765970.000000 Penalty: 5336.141113
	Iteration 125Q: 3 clusters Score -8765970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -8765953.000000 Penalty: 5336.141113
	Iteration 126Q: 3 clusters Score -8765953 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -8765958.000000 Penalty: 5336.141113
	Iteration 127Q: 3 clusters Score -8765958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -8765950.000000 Penalty: 5336.141113
	Iteration 128Q: 3 clusters Score -8765950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -8765956.000000 Penalty: 5336.141113
	Iteration 129Q: 3 clusters Score -8765956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -8765959.000000 Penalty: 5336.141113
	Iteration 130Q: 3 clusters Score -8765959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -8765943.000000 Penalty: 5336.141113
	Iteration 131Q: 3 clusters Score -8765943 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -8765943.000000 Penalty: 5336.141113
	Iteration 132Q: 3 clusters Score -8765943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -8765951.000000 Penalty: 5336.141113
	Iteration 133Q: 3 clusters Score -8765951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -8765950.000000 Penalty: 5336.141113
	Iteration 134Q: 3 clusters Score -8765950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -8765958.000000 Penalty: 5336.141113
	Iteration 135Q: 3 clusters Score -8765958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -8765972.000000 Penalty: 5336.141113
	Iteration 136Q: 3 clusters Score -8765972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -8765979.000000 Penalty: 5336.141113
	Iteration 137Q: 3 clusters Score -8765979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -8765977.000000 Penalty: 5336.141113
	Iteration 138Q: 3 clusters Score -8765977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -8765982.000000 Penalty: 5336.141113
	Iteration 139Q: 3 clusters Score -8765982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -8765988.000000 Penalty: 5336.141113
	Iteration 140F: 3 clusters Score -8765988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -8765996.000000 Penalty: 5336.141113
	Iteration 141Q: 3 clusters Score -8765996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -8765997.000000 Penalty: 5336.141113
	Iteration 142Q: 3 clusters Score -8765997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -8765996.000000 Penalty: 5336.141113
	Iteration 143Q: 3 clusters Score -8765996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -8765995.000000 Penalty: 5336.141113
	Iteration 144Q: 3 clusters Score -8765995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -8766002.000000 Penalty: 5336.141113
	Iteration 145Q: 3 clusters Score -8766002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -8765998.000000 Penalty: 5336.141113
	Iteration 146Q: 3 clusters Score -8765998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -8765997.000000 Penalty: 5336.141113
	Iteration 147Q: 3 clusters Score -8765997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -8765997.000000 Penalty: 5336.141113
	Iteration 148F: 3 clusters Score -8765997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Entering Unmasked Estep 
Score: -8131520.500000 Penalty: 2658.461914
	Iteration 0F: 2 clusters Score -8131520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -8101066.500000 Penalty: 5316.923828
	Iteration 0F: 3 clusters Score -8101066 nChanged 20613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -8112323.000000 Penalty: 5316.923828
	Iteration 1F: 3 clusters Score -8112323 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -8112640.500000 Penalty: 5316.923828
	Iteration 2Q: 3 clusters Score -8112640 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -8112998.000000 Penalty: 5316.923828
	Iteration 3Q: 3 clusters Score -8112998 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -8113326.500000 Penalty: 5316.923828
	Iteration 4Q: 3 clusters Score -8113326 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -8113619.000000 Penalty: 5316.923828
	Iteration 5Q: 3 clusters Score -8113619 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -8113903.500000 Penalty: 5316.923828
	Iteration 6Q: 3 clusters Score -8113904 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -8114228.000000 Penalty: 5316.923828
	Iteration 7Q: 3 clusters Score -8114228 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -8114499.000000 Penalty: 5316.923828
	Iteration 8Q: 3 clusters Score -8114499 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -8114895.000000 Penalty: 5316.923828
	Iteration 9Q: 3 clusters Score -8114895 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -8115346.000000 Penalty: 5316.923828
	Iteration 10Q: 3 clusters Score -8115346 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -8115854.000000 Penalty: 5316.923828
	Iteration 11Q: 3 clusters Score -8115854 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -8116560.000000 Penalty: 5316.923828
	Iteration 12Q: 3 clusters Score -8116560 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -8117634.500000 Penalty: 5316.923828
	Iteration 13Q: 3 clusters Score -8117634 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -8119117.500000 Penalty: 5316.923828
	Iteration 14Q: 3 clusters Score -8119118 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -8120765.500000 Penalty: 5316.923828
	Iteration 15F: 3 clusters Score -8120766 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -8122054.500000 Penalty: 5316.923828
	Iteration 16Q: 3 clusters Score -8122054 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -8122898.000000 Penalty: 5316.923828
	Iteration 17Q: 3 clusters Score -8122898 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -8123379.000000 Penalty: 5316.923828
	Iteration 18Q: 3 clusters Score -8123379 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -8123903.000000 Penalty: 5316.923828
	Iteration 19Q: 3 clusters Score -8123903 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -8124460.000000 Penalty: 5316.923828
	Iteration 20F: 3 clusters Score -8124460 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -8125046.000000 Penalty: 5316.923828
	Iteration 21Q: 3 clusters Score -8125046 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -8125802.500000 Penalty: 5316.923828
	Iteration 22Q: 3 clusters Score -8125802 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -8126548.500000 Penalty: 5316.923828
	Iteration 23Q: 3 clusters Score -8126548 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -8127310.000000 Penalty: 5316.923828
	Iteration 24Q: 3 clusters Score -8127310 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -8127905.000000 Penalty: 5316.923828
	Iteration 25Q: 3 clusters Score -8127905 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -8128413.500000 Penalty: 5316.923828
	Iteration 26Q: 3 clusters Score -8128414 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -8128770.500000 Penalty: 5316.923828
	Iteration 27Q: 3 clusters Score -8128770 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -8129023.500000 Penalty: 5316.923828
	Iteration 28Q: 3 clusters Score -8129024 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -8129167.000000 Penalty: 5316.923828
	Iteration 29Q: 3 clusters Score -8129167 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -8129275.000000 Penalty: 5316.923828
	Iteration 30Q: 3 clusters Score -8129275 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8129323.000000 Penalty: 5316.923828
	Iteration 31Q: 3 clusters Score -8129323 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8129360.500000 Penalty: 5316.923828
	Iteration 32Q: 3 clusters Score -8129360 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8129396.000000 Penalty: 5316.923828
	Iteration 33Q: 3 clusters Score -8129396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8129415.000000 Penalty: 5316.923828
	Iteration 34Q: 3 clusters Score -8129415 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -8129437.000000 Penalty: 5316.923828
	Iteration 35Q: 3 clusters Score -8129437 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8129450.000000 Penalty: 5316.923828
	Iteration 36Q: 3 clusters Score -8129450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8129463.000000 Penalty: 5316.923828
	Iteration 37Q: 3 clusters Score -8129463 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -8129477.500000 Penalty: 5316.923828
	Iteration 38Q: 3 clusters Score -8129478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8129475.500000 Penalty: 5316.923828
	Iteration 39Q: 3 clusters Score -8129476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8129475.000000 Penalty: 5316.923828
	Iteration 40F: 3 clusters Score -8129475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8129492.500000 Penalty: 5316.923828
	Iteration 41Q: 3 clusters Score -8129492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8129508.500000 Penalty: 5316.923828
	Iteration 42Q: 3 clusters Score -8129508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8129508.000000 Penalty: 5316.923828
	Iteration 43Q: 3 clusters Score -8129508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8129520.500000 Penalty: 5316.923828
	Iteration 44Q: 3 clusters Score -8129520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8129516.000000 Penalty: 5316.923828
	Iteration 45Q: 3 clusters Score -8129516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8129512.000000 Penalty: 5316.923828
	Iteration 46Q: 3 clusters Score -8129512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8129512.000000 Penalty: 5316.923828
	Iteration 47Q: 3 clusters Score -8129512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8129514.500000 Penalty: 5316.923828
	Iteration 48Q: 3 clusters Score -8129514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8129521.000000 Penalty: 5316.923828
	Iteration 49Q: 3 clusters Score -8129521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8129516.000000 Penalty: 5316.923828
	Iteration 50Q: 3 clusters Score -8129516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8129521.500000 Penalty: 5316.923828
	Iteration 51Q: 3 clusters Score -8129522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -8129520.500000 Penalty: 5316.923828
	Iteration 52Q: 3 clusters Score -8129520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8129518.500000 Penalty: 5316.923828
	Iteration 53Q: 3 clusters Score -8129518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8129519.500000 Penalty: 5316.923828
	Iteration 54Q: 3 clusters Score -8129520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8129523.000000 Penalty: 5316.923828
	Iteration 55Q: 3 clusters Score -8129523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8129512.500000 Penalty: 5316.923828
	Iteration 56Q: 3 clusters Score -8129512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8129518.000000 Penalty: 5316.923828
	Iteration 57Q: 3 clusters Score -8129518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8129520.500000 Penalty: 5316.923828
	Iteration 58Q: 3 clusters Score -8129520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8129522.500000 Penalty: 5316.923828
	Iteration 59Q: 3 clusters Score -8129522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8129522.500000 Penalty: 5316.923828
	Iteration 60F: 3 clusters Score -8129522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49258 members 
Entering Unmasked Estep 
Score: -9107477.000000 Penalty: 2679.596924
	Iteration 0F: 2 clusters Score -9107477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -9076493.000000 Penalty: 5359.193848
	Iteration 0F: 3 clusters Score -9076493 nChanged 22878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -9089367.000000 Penalty: 5359.193848
	Iteration 1F: 3 clusters Score -9089367 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -9090215.000000 Penalty: 5359.193848
	Iteration 2Q: 3 clusters Score -9090215 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -9091422.000000 Penalty: 5359.193848
	Iteration 3F: 3 clusters Score -9091422 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -9092985.000000 Penalty: 5359.193848
	Iteration 4F: 3 clusters Score -9092985 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -9095121.000000 Penalty: 5359.193848
	Iteration 5F: 3 clusters Score -9095121 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -9097849.000000 Penalty: 5359.193848
	Iteration 6F: 3 clusters Score -9097849 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -9100888.000000 Penalty: 5359.193848
	Iteration 7F: 3 clusters Score -9100888 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -9102886.000000 Penalty: 5359.193848
	Iteration 8F: 3 clusters Score -9102886 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -9103603.000000 Penalty: 5359.193848
	Iteration 9Q: 3 clusters Score -9103603 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -9103991.000000 Penalty: 5359.193848
	Iteration 10Q: 3 clusters Score -9103991 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -9104263.000000 Penalty: 5359.193848
	Iteration 11Q: 3 clusters Score -9104263 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -9104406.000000 Penalty: 5359.193848
	Iteration 12Q: 3 clusters Score -9104406 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -9104577.000000 Penalty: 5359.193848
	Iteration 13Q: 3 clusters Score -9104577 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -9104700.000000 Penalty: 5359.193848
	Iteration 14Q: 3 clusters Score -9104700 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -9104766.000000 Penalty: 5359.193848
	Iteration 15Q: 3 clusters Score -9104766 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -9104862.000000 Penalty: 5359.193848
	Iteration 16Q: 3 clusters Score -9104862 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -9104948.000000 Penalty: 5359.193848
	Iteration 17Q: 3 clusters Score -9104948 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -9105018.000000 Penalty: 5359.193848
	Iteration 18Q: 3 clusters Score -9105018 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -9105109.000000 Penalty: 5359.193848
	Iteration 19Q: 3 clusters Score -9105109 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -9105178.000000 Penalty: 5359.193848
	Iteration 20F: 3 clusters Score -9105178 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -9105256.000000 Penalty: 5359.193848
	Iteration 21Q: 3 clusters Score -9105256 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -9105293.000000 Penalty: 5359.193848
	Iteration 22Q: 3 clusters Score -9105293 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -9105361.000000 Penalty: 5359.193848
	Iteration 23Q: 3 clusters Score -9105361 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -9105450.000000 Penalty: 5359.193848
	Iteration 24Q: 3 clusters Score -9105450 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -9105523.000000 Penalty: 5359.193848
	Iteration 25Q: 3 clusters Score -9105523 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -9105541.000000 Penalty: 5359.193848
	Iteration 26Q: 3 clusters Score -9105541 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -9105589.000000 Penalty: 5359.193848
	Iteration 27Q: 3 clusters Score -9105589 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -9105611.000000 Penalty: 5359.193848
	Iteration 28Q: 3 clusters Score -9105611 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -9105639.000000 Penalty: 5359.193848
	Iteration 29Q: 3 clusters Score -9105639 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -9105691.000000 Penalty: 5359.193848
	Iteration 30Q: 3 clusters Score -9105691 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -9105743.000000 Penalty: 5359.193848
	Iteration 31Q: 3 clusters Score -9105743 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -9105786.000000 Penalty: 5359.193848
	Iteration 32Q: 3 clusters Score -9105786 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -9105802.000000 Penalty: 5359.193848
	Iteration 33Q: 3 clusters Score -9105802 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -9105832.000000 Penalty: 5359.193848
	Iteration 34Q: 3 clusters Score -9105832 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -9105847.000000 Penalty: 5359.193848
	Iteration 35Q: 3 clusters Score -9105847 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -9105914.000000 Penalty: 5359.193848
	Iteration 36Q: 3 clusters Score -9105914 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -9105935.000000 Penalty: 5359.193848
	Iteration 37Q: 3 clusters Score -9105935 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -9105975.000000 Penalty: 5359.193848
	Iteration 38Q: 3 clusters Score -9105975 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -9106055.000000 Penalty: 5359.193848
	Iteration 39Q: 3 clusters Score -9106055 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -9106108.000000 Penalty: 5359.193848
	Iteration 40F: 3 clusters Score -9106108 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -9106204.000000 Penalty: 5359.193848
	Iteration 41Q: 3 clusters Score -9106204 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -9106236.000000 Penalty: 5359.193848
	Iteration 42Q: 3 clusters Score -9106236 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -9106305.000000 Penalty: 5359.193848
	Iteration 43Q: 3 clusters Score -9106305 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -9106352.000000 Penalty: 5359.193848
	Iteration 44Q: 3 clusters Score -9106352 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -9106428.000000 Penalty: 5359.193848
	Iteration 45Q: 3 clusters Score -9106428 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -9106511.000000 Penalty: 5359.193848
	Iteration 46Q: 3 clusters Score -9106511 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -9106556.000000 Penalty: 5359.193848
	Iteration 47Q: 3 clusters Score -9106556 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -9106572.000000 Penalty: 5359.193848
	Iteration 48Q: 3 clusters Score -9106572 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -9106605.000000 Penalty: 5359.193848
	Iteration 49Q: 3 clusters Score -9106605 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -9106576.000000 Penalty: 5359.193848
	Iteration 50Q: 3 clusters Score -9106576 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -9106504.000000 Penalty: 5359.193848
	Iteration 51Q: 3 clusters Score -9106504 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -9106471.000000 Penalty: 5359.193848
	Iteration 52Q: 3 clusters Score -9106471 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -9106412.000000 Penalty: 5359.193848
	Iteration 53Q: 3 clusters Score -9106412 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -9106355.000000 Penalty: 5359.193848
	Iteration 54Q: 3 clusters Score -9106355 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -9106287.000000 Penalty: 5359.193848
	Iteration 55Q: 3 clusters Score -9106287 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -9106277.000000 Penalty: 5359.193848
	Iteration 56Q: 3 clusters Score -9106277 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -9106168.000000 Penalty: 5359.193848
	Iteration 57Q: 3 clusters Score -9106168 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -9106079.000000 Penalty: 5359.193848
	Iteration 58Q: 3 clusters Score -9106079 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -9106005.000000 Penalty: 5359.193848
	Iteration 59Q: 3 clusters Score -9106005 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -9105952.000000 Penalty: 5359.193848
	Iteration 60F: 3 clusters Score -9105952 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -9105902.000000 Penalty: 5359.193848
	Iteration 61Q: 3 clusters Score -9105902 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -9105885.000000 Penalty: 5359.193848
	Iteration 62Q: 3 clusters Score -9105885 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -9105833.000000 Penalty: 5359.193848
	Iteration 63Q: 3 clusters Score -9105833 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -9105799.000000 Penalty: 5359.193848
	Iteration 64Q: 3 clusters Score -9105799 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -9105739.000000 Penalty: 5359.193848
	Iteration 65Q: 3 clusters Score -9105739 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -9105711.000000 Penalty: 5359.193848
	Iteration 66Q: 3 clusters Score -9105711 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -9105663.000000 Penalty: 5359.193848
	Iteration 67Q: 3 clusters Score -9105663 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -9105661.000000 Penalty: 5359.193848
	Iteration 68Q: 3 clusters Score -9105661 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -9105636.000000 Penalty: 5359.193848
	Iteration 69Q: 3 clusters Score -9105636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -9105611.000000 Penalty: 5359.193848
	Iteration 70Q: 3 clusters Score -9105611 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -9105604.000000 Penalty: 5359.193848
	Iteration 71Q: 3 clusters Score -9105604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -9105574.000000 Penalty: 5359.193848
	Iteration 72Q: 3 clusters Score -9105574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -9105573.000000 Penalty: 5359.193848
	Iteration 73Q: 3 clusters Score -9105573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -9105568.000000 Penalty: 5359.193848
	Iteration 74Q: 3 clusters Score -9105568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -9105547.000000 Penalty: 5359.193848
	Iteration 75Q: 3 clusters Score -9105547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -9105557.000000 Penalty: 5359.193848
	Iteration 76Q: 3 clusters Score -9105557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -9105551.000000 Penalty: 5359.193848
	Iteration 77Q: 3 clusters Score -9105551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -9105557.000000 Penalty: 5359.193848
	Iteration 78Q: 3 clusters Score -9105557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -9105544.000000 Penalty: 5359.193848
	Iteration 79Q: 3 clusters Score -9105544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -9105544.000000 Penalty: 5359.193848
	Iteration 80F: 3 clusters Score -9105544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 48659 members 
Entering Unmasked Estep 
Score: -9105528.000000 Penalty: 5359.193848
	Iteration 81Q: 3 clusters Score -9105528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -9105534.000000 Penalty: 5359.193848
	Iteration 82Q: 3 clusters Score -9105534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -9105534.000000 Penalty: 5359.193848
	Iteration 83Q: 3 clusters Score -9105534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -9105534.000000 Penalty: 5359.193848
	Iteration 84Q: 3 clusters Score -9105534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -9105527.000000 Penalty: 5359.193848
	Iteration 85Q: 3 clusters Score -9105527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -9105529.000000 Penalty: 5359.193848
	Iteration 86Q: 3 clusters Score -9105529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -9105522.000000 Penalty: 5359.193848
	Iteration 87Q: 3 clusters Score -9105522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -9105527.000000 Penalty: 5359.193848
	Iteration 88Q: 3 clusters Score -9105527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -9105522.000000 Penalty: 5359.193848
	Iteration 89Q: 3 clusters Score -9105522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -9105517.000000 Penalty: 5359.193848
	Iteration 90Q: 3 clusters Score -9105517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -9105523.000000 Penalty: 5359.193848
	Iteration 91Q: 3 clusters Score -9105523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -9105523.000000 Penalty: 5359.193848
	Iteration 92Q: 3 clusters Score -9105523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -9105518.000000 Penalty: 5359.193848
	Iteration 93Q: 3 clusters Score -9105518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -9105522.000000 Penalty: 5359.193848
	Iteration 94Q: 3 clusters Score -9105522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -9105526.000000 Penalty: 5359.193848
	Iteration 95Q: 3 clusters Score -9105526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -9105530.000000 Penalty: 5359.193848
	Iteration 96Q: 3 clusters Score -9105530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -9105536.000000 Penalty: 5359.193848
	Iteration 97Q: 3 clusters Score -9105536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -9105538.000000 Penalty: 5359.193848
	Iteration 98Q: 3 clusters Score -9105538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -9105534.000000 Penalty: 5359.193848
	Iteration 99Q: 3 clusters Score -9105534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -9105537.000000 Penalty: 5359.193848
	Iteration 100F: 3 clusters Score -9105537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -9105540.000000 Penalty: 5359.193848
	Iteration 101Q: 3 clusters Score -9105540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -9105542.000000 Penalty: 5359.193848
	Iteration 102Q: 3 clusters Score -9105542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -9105536.000000 Penalty: 5359.193848
	Iteration 103Q: 3 clusters Score -9105536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -9105536.000000 Penalty: 5359.193848
	Iteration 104F: 3 clusters Score -9105536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Entering Unmasked Estep 
Score: -105243.914062 Penalty: 1634.053711
	Iteration 0F: 2 clusters Score -105243.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -103655.968750 Penalty: 3268.107422
	Iteration 0F: 3 clusters Score -103656 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -104206.203125 Penalty: 3268.107422
	Iteration 1F: 3 clusters Score -104206.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104867.843750 Penalty: 3268.107422
	Iteration 2F: 3 clusters Score -104867.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105813.843750 Penalty: 3268.107422
	Iteration 3F: 3 clusters Score -105813.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -106339.851562 Penalty: 3268.107422
	Iteration 4F: 3 clusters Score -106339.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -106566.429688 Penalty: 3268.107422
	Iteration 5Q: 3 clusters Score -106566.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -106668.921875 Penalty: 3268.107422
	Iteration 6Q: 3 clusters Score -106668.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -106693.804688 Penalty: 3268.107422
	Iteration 7Q: 3 clusters Score -106693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -106701.796875 Penalty: 3268.107422
	Iteration 8Q: 3 clusters Score -106701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -106721.898438 Penalty: 3268.107422
	Iteration 9Q: 3 clusters Score -106721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106734.898438 Penalty: 3268.107422
	Iteration 10Q: 3 clusters Score -106734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -106739.742188 Penalty: 3268.107422
	Iteration 11Q: 3 clusters Score -106739.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -106739.742188 Penalty: 3268.107422
	Iteration 12F: 3 clusters Score -106739.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41271 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 51403 members 
Mstep: Class 5 contains 25967 members 
Mstep: Class 6 contains 45007 members 
Mstep: Class 7 contains 42118 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 51786 members 
Mstep: Class 10 contains 3791 members 
Mstep: Class 11 contains 9489 members 
Mstep: Class 12 contains 47021 members 
Mstep: Class 13 contains 45234 members 
Mstep: Class 14 contains 49258 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 16 contains 50955 members 
Mstep: Class 17 contains 42826 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 45314 members 
Mstep: Class 20 contains 46409 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 47002 members 
Mstep: Class 23 contains 623 members 
Mstep: Class 24 contains 45745 members 
Mstep: Class 25 contains 435 members 
Entering Unmasked Estep 
Score: -126916608.000000 Penalty: 83433.343750
Splitting cluster 15 changes total score from -126916504.000000 to -126916608.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (50955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Entering Unmasked Estep 
Score: -9496348.000000 Penalty: 2687.997314
	Iteration 0F: 2 clusters Score -9496348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -9466864.000000 Penalty: 5375.994629
	Iteration 0F: 3 clusters Score -9466864 nChanged 23504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -9479911.000000 Penalty: 5375.994629
	Iteration 1F: 3 clusters Score -9479911 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -9480509.000000 Penalty: 5375.994629
	Iteration 2Q: 3 clusters Score -9480509 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -9481234.000000 Penalty: 5375.994629
	Iteration 3Q: 3 clusters Score -9481234 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -9482185.000000 Penalty: 5375.994629
	Iteration 4Q: 3 clusters Score -9482185 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -9483418.000000 Penalty: 5375.994629
	Iteration 5Q: 3 clusters Score -9483418 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -9485065.000000 Penalty: 5375.994629
	Iteration 6F: 3 clusters Score -9485065 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -9486996.000000 Penalty: 5375.994629
	Iteration 7F: 3 clusters Score -9486996 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -9489058.000000 Penalty: 5375.994629
	Iteration 8F: 3 clusters Score -9489058 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -9491067.000000 Penalty: 5375.994629
	Iteration 9F: 3 clusters Score -9491067 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -9492449.000000 Penalty: 5375.994629
	Iteration 10F: 3 clusters Score -9492449 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -9493221.000000 Penalty: 5375.994629
	Iteration 11Q: 3 clusters Score -9493221 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -9493580.000000 Penalty: 5375.994629
	Iteration 12Q: 3 clusters Score -9493580 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -9493680.000000 Penalty: 5375.994629
	Iteration 13Q: 3 clusters Score -9493680 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -9493746.000000 Penalty: 5375.994629
	Iteration 14Q: 3 clusters Score -9493746 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -9493830.000000 Penalty: 5375.994629
	Iteration 15Q: 3 clusters Score -9493830 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -9493884.000000 Penalty: 5375.994629
	Iteration 16Q: 3 clusters Score -9493884 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -9493895.000000 Penalty: 5375.994629
	Iteration 17Q: 3 clusters Score -9493895 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -9493922.000000 Penalty: 5375.994629
	Iteration 18Q: 3 clusters Score -9493922 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -9493943.000000 Penalty: 5375.994629
	Iteration 19Q: 3 clusters Score -9493943 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -9493972.000000 Penalty: 5375.994629
	Iteration 20F: 3 clusters Score -9493972 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -9493994.000000 Penalty: 5375.994629
	Iteration 21Q: 3 clusters Score -9493994 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -9494024.000000 Penalty: 5375.994629
	Iteration 22Q: 3 clusters Score -9494024 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -9494009.000000 Penalty: 5375.994629
	Iteration 23Q: 3 clusters Score -9494009 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -9494003.000000 Penalty: 5375.994629
	Iteration 24Q: 3 clusters Score -9494003 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -9494000.000000 Penalty: 5375.994629
	Iteration 25Q: 3 clusters Score -9494000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -9493992.000000 Penalty: 5375.994629
	Iteration 26Q: 3 clusters Score -9493992 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -9494007.000000 Penalty: 5375.994629
	Iteration 27Q: 3 clusters Score -9494007 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -9493995.000000 Penalty: 5375.994629
	Iteration 28Q: 3 clusters Score -9493995 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -9493969.000000 Penalty: 5375.994629
	Iteration 29Q: 3 clusters Score -9493969 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -9494000.000000 Penalty: 5375.994629
	Iteration 30Q: 3 clusters Score -9494000 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -9494028.000000 Penalty: 5375.994629
	Iteration 31Q: 3 clusters Score -9494028 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -9494029.000000 Penalty: 5375.994629
	Iteration 32Q: 3 clusters Score -9494029 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -9494044.000000 Penalty: 5375.994629
	Iteration 33Q: 3 clusters Score -9494044 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -9494048.000000 Penalty: 5375.994629
	Iteration 34Q: 3 clusters Score -9494048 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -9494050.000000 Penalty: 5375.994629
	Iteration 35Q: 3 clusters Score -9494050 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -9494027.000000 Penalty: 5375.994629
	Iteration 36Q: 3 clusters Score -9494027 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -9494017.000000 Penalty: 5375.994629
	Iteration 37Q: 3 clusters Score -9494017 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -9494034.000000 Penalty: 5375.994629
	Iteration 38Q: 3 clusters Score -9494034 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -9494053.000000 Penalty: 5375.994629
	Iteration 39Q: 3 clusters Score -9494053 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -9494072.000000 Penalty: 5375.994629
	Iteration 40F: 3 clusters Score -9494072 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -9494070.000000 Penalty: 5375.994629
	Iteration 41Q: 3 clusters Score -9494070 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -9494065.000000 Penalty: 5375.994629
	Iteration 42Q: 3 clusters Score -9494065 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -9494069.000000 Penalty: 5375.994629
	Iteration 43Q: 3 clusters Score -9494069 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 24119 members 
Entering Unmasked Estep 
Score: -9494066.000000 Penalty: 5375.994629
	Iteration 44Q: 3 clusters Score -9494066 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -9494056.000000 Penalty: 5375.994629
	Iteration 45Q: 3 clusters Score -9494056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -9494066.000000 Penalty: 5375.994629
	Iteration 46Q: 3 clusters Score -9494066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -9494052.000000 Penalty: 5375.994629
	Iteration 47Q: 3 clusters Score -9494052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -9494047.000000 Penalty: 5375.994629
	Iteration 48Q: 3 clusters Score -9494047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -9494046.000000 Penalty: 5375.994629
	Iteration 49Q: 3 clusters Score -9494046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -9494052.000000 Penalty: 5375.994629
	Iteration 50Q: 3 clusters Score -9494052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -9494045.000000 Penalty: 5375.994629
	Iteration 51Q: 3 clusters Score -9494045 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -9494056.000000 Penalty: 5375.994629
	Iteration 52Q: 3 clusters Score -9494056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -9494044.000000 Penalty: 5375.994629
	Iteration 53Q: 3 clusters Score -9494044 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -9494037.000000 Penalty: 5375.994629
	Iteration 54Q: 3 clusters Score -9494037 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -9494040.000000 Penalty: 5375.994629
	Iteration 55Q: 3 clusters Score -9494040 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -9494053.000000 Penalty: 5375.994629
	Iteration 56Q: 3 clusters Score -9494053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -9494040.000000 Penalty: 5375.994629
	Iteration 57Q: 3 clusters Score -9494040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -9494059.000000 Penalty: 5375.994629
	Iteration 58Q: 3 clusters Score -9494059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -9494054.000000 Penalty: 5375.994629
	Iteration 59Q: 3 clusters Score -9494054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -9494057.000000 Penalty: 5375.994629
	Iteration 60F: 3 clusters Score -9494057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9494048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -9494063.000000 Penalty: 5375.994629
	Iteration 62Q: 3 clusters Score -9494063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9494068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -9494059.000000 Penalty: 5375.994629
	Iteration 64Q: 3 clusters Score -9494059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -9494046.000000 Penalty: 5375.994629
	Iteration 65Q: 3 clusters Score -9494046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -9494049.000000 Penalty: 5375.994629
	Iteration 66Q: 3 clusters Score -9494049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -9494052.000000 Penalty: 5375.994629
	Iteration 67Q: 3 clusters Score -9494052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -9494055.000000 Penalty: 5375.994629
	Iteration 68Q: 3 clusters Score -9494055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -9494058.000000 Penalty: 5375.994629
	Iteration 69Q: 3 clusters Score -9494058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9494052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -9494060.000000 Penalty: 5375.994629
	Iteration 71Q: 3 clusters Score -9494060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -9494056.000000 Penalty: 5375.994629
	Iteration 72Q: 3 clusters Score -9494056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -9494054.000000 Penalty: 5375.994629
	Iteration 73Q: 3 clusters Score -9494054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9494055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -9494076.000000 Penalty: 5375.994629
	Iteration 75Q: 3 clusters Score -9494076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -9494086.000000 Penalty: 5375.994629
	Iteration 76Q: 3 clusters Score -9494086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -9494071.000000 Penalty: 5375.994629
	Iteration 77Q: 3 clusters Score -9494071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -9494061.000000 Penalty: 5375.994629
	Iteration 78Q: 3 clusters Score -9494061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -9494066.000000 Penalty: 5375.994629
	Iteration 79Q: 3 clusters Score -9494066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -9494071.000000 Penalty: 5375.994629
	Iteration 80F: 3 clusters Score -9494071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -9494065.000000 Penalty: 5375.994629
	Iteration 81Q: 3 clusters Score -9494065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -9494060.000000 Penalty: 5375.994629
	Iteration 82Q: 3 clusters Score -9494060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -9494060.000000 Penalty: 5375.994629
	Iteration 83Q: 3 clusters Score -9494060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -9494057.000000 Penalty: 5375.994629
	Iteration 84Q: 3 clusters Score -9494057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -9494075.000000 Penalty: 5375.994629
	Iteration 85Q: 3 clusters Score -9494075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -9494059.000000 Penalty: 5375.994629
	Iteration 86Q: 3 clusters Score -9494059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -9494056.000000 Penalty: 5375.994629
	Iteration 87Q: 3 clusters Score -9494056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -9494070.000000 Penalty: 5375.994629
	Iteration 88Q: 3 clusters Score -9494070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -9494062.000000 Penalty: 5375.994629
	Iteration 89Q: 3 clusters Score -9494062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -9494065.000000 Penalty: 5375.994629
	Iteration 90Q: 3 clusters Score -9494065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -9494056.000000 Penalty: 5375.994629
	Iteration 91Q: 3 clusters Score -9494056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -9494062.000000 Penalty: 5375.994629
	Iteration 92Q: 3 clusters Score -9494062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -9494056.000000 Penalty: 5375.994629
	Iteration 93Q: 3 clusters Score -9494056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -9494074.000000 Penalty: 5375.994629
	Iteration 94Q: 3 clusters Score -9494074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -9494091.000000 Penalty: 5375.994629
	Iteration 95Q: 3 clusters Score -9494091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -9494078.000000 Penalty: 5375.994629
	Iteration 96Q: 3 clusters Score -9494078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -9494082.000000 Penalty: 5375.994629
	Iteration 97Q: 3 clusters Score -9494082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -9494081.000000 Penalty: 5375.994629
	Iteration 98Q: 3 clusters Score -9494081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -9494078.000000 Penalty: 5375.994629
	Iteration 99Q: 3 clusters Score -9494078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -9494089.000000 Penalty: 5375.994629
	Iteration 100F: 3 clusters Score -9494089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -9494077.000000 Penalty: 5375.994629
	Iteration 101Q: 3 clusters Score -9494077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -9494096.000000 Penalty: 5375.994629
	Iteration 102Q: 3 clusters Score -9494096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -9494097.000000 Penalty: 5375.994629
	Iteration 103Q: 3 clusters Score -9494097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -9494085.000000 Penalty: 5375.994629
	Iteration 104Q: 3 clusters Score -9494085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -9494079.000000 Penalty: 5375.994629
	Iteration 105Q: 3 clusters Score -9494079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -9494072.000000 Penalty: 5375.994629
	Iteration 106Q: 3 clusters Score -9494072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -9494074.000000 Penalty: 5375.994629
	Iteration 107Q: 3 clusters Score -9494074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -9494075.000000 Penalty: 5375.994629
	Iteration 108Q: 3 clusters Score -9494075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -9494082.000000 Penalty: 5375.994629
	Iteration 109Q: 3 clusters Score -9494082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9494079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9494082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9494072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9494074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -9494070.000000 Penalty: 5375.994629
	Iteration 114Q: 3 clusters Score -9494070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -9494069.000000 Penalty: 5375.994629
	Iteration 115Q: 3 clusters Score -9494069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9494069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9494070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -9494078.000000 Penalty: 5375.994629
	Iteration 118Q: 3 clusters Score -9494078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -9494080.000000 Penalty: 5375.994629
	Iteration 119Q: 3 clusters Score -9494080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -9494079.000000 Penalty: 5375.994629
	Iteration 120F: 3 clusters Score -9494079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -9494076.000000 Penalty: 5375.994629
	Iteration 121Q: 3 clusters Score -9494076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -9494071.000000 Penalty: 5375.994629
	Iteration 122Q: 3 clusters Score -9494071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -9494082.000000 Penalty: 5375.994629
	Iteration 123Q: 3 clusters Score -9494082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
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	Iteration 124F: 3 clusters Score -9494082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42826 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -7858788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7830014 nChanged 19602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7840789 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7841668 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -7842832.500000 Penalty: 5289.791016
	Iteration 3F: 3 clusters Score -7842832 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -7844517.000000 Penalty: 5289.791016
	Iteration 4F: 3 clusters Score -7844517 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -7846985.000000 Penalty: 5289.791016
	Iteration 5F: 3 clusters Score -7846985 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -7850120.000000 Penalty: 5289.791016
	Iteration 6F: 3 clusters Score -7850120 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -7853213.000000 Penalty: 5289.791016
	Iteration 7F: 3 clusters Score -7853213 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -7855184.000000 Penalty: 5289.791016
	Iteration 8F: 3 clusters Score -7855184 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -7855937.500000 Penalty: 5289.791016
	Iteration 9Q: 3 clusters Score -7855938 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -7856221.000000 Penalty: 5289.791016
	Iteration 10Q: 3 clusters Score -7856221 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -7856411.500000 Penalty: 5289.791016
	Iteration 11Q: 3 clusters Score -7856412 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -7856504.500000 Penalty: 5289.791016
	Iteration 12Q: 3 clusters Score -7856504 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -7856563.000000 Penalty: 5289.791016
	Iteration 13Q: 3 clusters Score -7856563 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -7856629.000000 Penalty: 5289.791016
	Iteration 14Q: 3 clusters Score -7856629 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -7856660.000000 Penalty: 5289.791016
	Iteration 15Q: 3 clusters Score -7856660 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -7856693.500000 Penalty: 5289.791016
	Iteration 16Q: 3 clusters Score -7856694 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -7856715.500000 Penalty: 5289.791016
	Iteration 17Q: 3 clusters Score -7856716 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -7856732.000000 Penalty: 5289.791016
	Iteration 18Q: 3 clusters Score -7856732 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -7856750.000000 Penalty: 5289.791016
	Iteration 19Q: 3 clusters Score -7856750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -7856753.000000 Penalty: 5289.791016
	Iteration 20F: 3 clusters Score -7856753 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -7856768.500000 Penalty: 5289.791016
	Iteration 21Q: 3 clusters Score -7856768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -7856791.500000 Penalty: 5289.791016
	Iteration 22Q: 3 clusters Score -7856792 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -7856800.000000 Penalty: 5289.791016
	Iteration 23Q: 3 clusters Score -7856800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -7856795.500000 Penalty: 5289.791016
	Iteration 24Q: 3 clusters Score -7856796 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -7856798.000000 Penalty: 5289.791016
	Iteration 25Q: 3 clusters Score -7856798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -7856790.500000 Penalty: 5289.791016
	Iteration 26Q: 3 clusters Score -7856790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -7856789.000000 Penalty: 5289.791016
	Iteration 27Q: 3 clusters Score -7856789 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -7856794.000000 Penalty: 5289.791016
	Iteration 28Q: 3 clusters Score -7856794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -7856791.500000 Penalty: 5289.791016
	Iteration 29Q: 3 clusters Score -7856792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -7856795.000000 Penalty: 5289.791016
	Iteration 30Q: 3 clusters Score -7856795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -7856797.000000 Penalty: 5289.791016
	Iteration 31Q: 3 clusters Score -7856797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -7856801.000000 Penalty: 5289.791016
	Iteration 32Q: 3 clusters Score -7856801 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -7856814.500000 Penalty: 5289.791016
	Iteration 33Q: 3 clusters Score -7856814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -7856817.000000 Penalty: 5289.791016
	Iteration 34Q: 3 clusters Score -7856817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -7856825.500000 Penalty: 5289.791016
	Iteration 35Q: 3 clusters Score -7856826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -7856830.500000 Penalty: 5289.791016
	Iteration 36Q: 3 clusters Score -7856830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -7856834.500000 Penalty: 5289.791016
	Iteration 37Q: 3 clusters Score -7856834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -7856835.000000 Penalty: 5289.791016
	Iteration 38Q: 3 clusters Score -7856835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -7856839.500000 Penalty: 5289.791016
	Iteration 39Q: 3 clusters Score -7856840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -7856845.500000 Penalty: 5289.791016
	Iteration 40F: 3 clusters Score -7856846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -7856851.000000 Penalty: 5289.791016
	Iteration 41Q: 3 clusters Score -7856851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -7856850.000000 Penalty: 5289.791016
	Iteration 42Q: 3 clusters Score -7856850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -7856860.500000 Penalty: 5289.791016
	Iteration 43Q: 3 clusters Score -7856860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -7856871.000000 Penalty: 5289.791016
	Iteration 44Q: 3 clusters Score -7856871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -7856877.500000 Penalty: 5289.791016
	Iteration 45Q: 3 clusters Score -7856878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -7856880.500000 Penalty: 5289.791016
	Iteration 46Q: 3 clusters Score -7856880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -7856893.500000 Penalty: 5289.791016
	Iteration 47Q: 3 clusters Score -7856894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -7856890.000000 Penalty: 5289.791016
	Iteration 48Q: 3 clusters Score -7856890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -7856900.500000 Penalty: 5289.791016
	Iteration 49Q: 3 clusters Score -7856900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -7856895.000000 Penalty: 5289.791016
	Iteration 50Q: 3 clusters Score -7856895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -7856895.500000 Penalty: 5289.791016
	Iteration 51Q: 3 clusters Score -7856896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -7856917.000000 Penalty: 5289.791016
	Iteration 52Q: 3 clusters Score -7856917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -7856924.500000 Penalty: 5289.791016
	Iteration 53Q: 3 clusters Score -7856924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -7856916.500000 Penalty: 5289.791016
	Iteration 54Q: 3 clusters Score -7856916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -7856915.000000 Penalty: 5289.791016
	Iteration 55Q: 3 clusters Score -7856915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -7856920.000000 Penalty: 5289.791016
	Iteration 56Q: 3 clusters Score -7856920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -7856918.000000 Penalty: 5289.791016
	Iteration 57Q: 3 clusters Score -7856918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -7856921.000000 Penalty: 5289.791016
	Iteration 58Q: 3 clusters Score -7856921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -7856921.000000 Penalty: 5289.791016
	Iteration 59Q: 3 clusters Score -7856921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -7856919.500000 Penalty: 5289.791016
	Iteration 60F: 3 clusters Score -7856920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -7856916.000000 Penalty: 5289.791016
	Iteration 61Q: 3 clusters Score -7856916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -7856933.000000 Penalty: 5289.791016
	Iteration 62Q: 3 clusters Score -7856933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -7856938.000000 Penalty: 5289.791016
	Iteration 63Q: 3 clusters Score -7856938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -7856950.500000 Penalty: 5289.791016
	Iteration 64Q: 3 clusters Score -7856950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -7856946.500000 Penalty: 5289.791016
	Iteration 65Q: 3 clusters Score -7856946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -7856928.000000 Penalty: 5289.791016
	Iteration 66Q: 3 clusters Score -7856928 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -7856940.500000 Penalty: 5289.791016
	Iteration 67Q: 3 clusters Score -7856940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -7856940.500000 Penalty: 5289.791016
	Iteration 68Q: 3 clusters Score -7856940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -7856936.500000 Penalty: 5289.791016
	Iteration 69Q: 3 clusters Score -7856936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -7856935.000000 Penalty: 5289.791016
	Iteration 70Q: 3 clusters Score -7856935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -7856949.000000 Penalty: 5289.791016
	Iteration 71Q: 3 clusters Score -7856949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -7856940.500000 Penalty: 5289.791016
	Iteration 72Q: 3 clusters Score -7856940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -7856942.000000 Penalty: 5289.791016
	Iteration 73Q: 3 clusters Score -7856942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -7856956.000000 Penalty: 5289.791016
	Iteration 74Q: 3 clusters Score -7856956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -7856959.500000 Penalty: 5289.791016
	Iteration 75Q: 3 clusters Score -7856960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -7856951.500000 Penalty: 5289.791016
	Iteration 76Q: 3 clusters Score -7856952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -7856951.500000 Penalty: 5289.791016
	Iteration 77Q: 3 clusters Score -7856952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -7856956.500000 Penalty: 5289.791016
	Iteration 78Q: 3 clusters Score -7856956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -7856954.000000 Penalty: 5289.791016
	Iteration 79Q: 3 clusters Score -7856954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -7856951.500000 Penalty: 5289.791016
	Iteration 80F: 3 clusters Score -7856952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -7856959.000000 Penalty: 5289.791016
	Iteration 81Q: 3 clusters Score -7856959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -7856966.500000 Penalty: 5289.791016
	Iteration 82Q: 3 clusters Score -7856966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -7856972.500000 Penalty: 5289.791016
	Iteration 83Q: 3 clusters Score -7856972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -7856962.500000 Penalty: 5289.791016
	Iteration 84Q: 3 clusters Score -7856962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -7856965.500000 Penalty: 5289.791016
	Iteration 85Q: 3 clusters Score -7856966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -7856966.000000 Penalty: 5289.791016
	Iteration 86Q: 3 clusters Score -7856966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -7856962.500000 Penalty: 5289.791016
	Iteration 87Q: 3 clusters Score -7856962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -7856962.000000 Penalty: 5289.791016
	Iteration 88Q: 3 clusters Score -7856962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -7856984.500000 Penalty: 5289.791016
	Iteration 89Q: 3 clusters Score -7856984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -7856999.500000 Penalty: 5289.791016
	Iteration 90Q: 3 clusters Score -7857000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -7857004.500000 Penalty: 5289.791016
	Iteration 91Q: 3 clusters Score -7857004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -7857007.500000 Penalty: 5289.791016
	Iteration 92Q: 3 clusters Score -7857008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -7857013.500000 Penalty: 5289.791016
	Iteration 93Q: 3 clusters Score -7857014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -7857010.000000 Penalty: 5289.791016
	Iteration 94Q: 3 clusters Score -7857010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -7857016.000000 Penalty: 5289.791016
	Iteration 95Q: 3 clusters Score -7857016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -7857016.000000 Penalty: 5289.791016
	Iteration 96Q: 3 clusters Score -7857016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -7857018.500000 Penalty: 5289.791016
	Iteration 97Q: 3 clusters Score -7857018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -7857018.500000 Penalty: 5289.791016
	Iteration 98F: 3 clusters Score -7857018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -575848.562500 Penalty: 2009.441528
	Iteration 0F: 2 clusters Score -575848.6 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 1639 members 
Entering Unmasked Estep 
Score: -572378.687500 Penalty: 4018.883057
	Iteration 0F: 3 clusters Score -572378.7 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -573193.937500 Penalty: 4018.883057
	Iteration 1F: 3 clusters Score -573193.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -573425.000000 Penalty: 4018.883057
	Iteration 2F: 3 clusters Score -573425 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -573638.500000 Penalty: 4018.883057
	Iteration 3F: 3 clusters Score -573638.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -573818.937500 Penalty: 4018.883057
	Iteration 4F: 3 clusters Score -573818.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -573978.187500 Penalty: 4018.883057
	Iteration 5F: 3 clusters Score -573978.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -574114.625000 Penalty: 4018.883057
	Iteration 6Q: 3 clusters Score -574114.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -574220.812500 Penalty: 4018.883057
	Iteration 7Q: 3 clusters Score -574220.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -574312.875000 Penalty: 4018.883057
	Iteration 8Q: 3 clusters Score -574312.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -574402.875000 Penalty: 4018.883057
	Iteration 9Q: 3 clusters Score -574402.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -574492.375000 Penalty: 4018.883057
	Iteration 10Q: 3 clusters Score -574492.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -574559.687500 Penalty: 4018.883057
	Iteration 11Q: 3 clusters Score -574559.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -574594.875000 Penalty: 4018.883057
	Iteration 12Q: 3 clusters Score -574594.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -574619.312500 Penalty: 4018.883057
	Iteration 13Q: 3 clusters Score -574619.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -574634.187500 Penalty: 4018.883057
	Iteration 14Q: 3 clusters Score -574634.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -574644.812500 Penalty: 4018.883057
	Iteration 15Q: 3 clusters Score -574644.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -574654.500000 Penalty: 4018.883057
	Iteration 16Q: 3 clusters Score -574654.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -574665.187500 Penalty: 4018.883057
	Iteration 17Q: 3 clusters Score -574665.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -574672.562500 Penalty: 4018.883057
	Iteration 18Q: 3 clusters Score -574672.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -574676.187500 Penalty: 4018.883057
	Iteration 19Q: 3 clusters Score -574676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -574678.000000 Penalty: 4018.883057
	Iteration 20F: 3 clusters Score -574678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -574680.062500 Penalty: 4018.883057
	Iteration 21Q: 3 clusters Score -574680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -574681.187500 Penalty: 4018.883057
	Iteration 22Q: 3 clusters Score -574681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -574681.437500 Penalty: 4018.883057
	Iteration 23Q: 3 clusters Score -574681.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -574681.437500 Penalty: 4018.883057
	Iteration 24F: 3 clusters Score -574681.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Entering Unmasked Estep 
Score: -8374616.000000 Penalty: 2658.900146
	Iteration 0F: 2 clusters Score -8374616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -8345289.500000 Penalty: 5317.800293
	Iteration 0F: 3 clusters Score -8345290 nChanged 20812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -8356701.000000 Penalty: 5317.800293
	Iteration 1F: 3 clusters Score -8356701 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -8357337.500000 Penalty: 5317.800293
	Iteration 2Q: 3 clusters Score -8357338 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -8358042.000000 Penalty: 5317.800293
	Iteration 3Q: 3 clusters Score -8358042 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -8358990.500000 Penalty: 5317.800293
	Iteration 4Q: 3 clusters Score -8358990 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -8360339.500000 Penalty: 5317.800293
	Iteration 5F: 3 clusters Score -8360340 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -8362245.000000 Penalty: 5317.800293
	Iteration 6F: 3 clusters Score -8362245 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -8364648.500000 Penalty: 5317.800293
	Iteration 7F: 3 clusters Score -8364648 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -8366997.500000 Penalty: 5317.800293
	Iteration 8F: 3 clusters Score -8366998 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -8369005.500000 Penalty: 5317.800293
	Iteration 9Q: 3 clusters Score -8369006 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -8370425.000000 Penalty: 5317.800293
	Iteration 10Q: 3 clusters Score -8370425 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -8371138.500000 Penalty: 5317.800293
	Iteration 11Q: 3 clusters Score -8371138 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -8371532.500000 Penalty: 5317.800293
	Iteration 12Q: 3 clusters Score -8371532 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -8371737.500000 Penalty: 5317.800293
	Iteration 13Q: 3 clusters Score -8371738 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -8371942.000000 Penalty: 5317.800293
	Iteration 14Q: 3 clusters Score -8371942 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8372091.000000 Penalty: 5317.800293
	Iteration 15Q: 3 clusters Score -8372091 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -8372223.500000 Penalty: 5317.800293
	Iteration 16Q: 3 clusters Score -8372224 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8372308.000000 Penalty: 5317.800293
	Iteration 17Q: 3 clusters Score -8372308 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8372394.500000 Penalty: 5317.800293
	Iteration 18Q: 3 clusters Score -8372394 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8372459.000000 Penalty: 5317.800293
	Iteration 19Q: 3 clusters Score -8372459 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8372532.500000 Penalty: 5317.800293
	Iteration 20F: 3 clusters Score -8372532 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -8372575.500000 Penalty: 5317.800293
	Iteration 21Q: 3 clusters Score -8372576 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8372611.500000 Penalty: 5317.800293
	Iteration 22Q: 3 clusters Score -8372612 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8372650.500000 Penalty: 5317.800293
	Iteration 23Q: 3 clusters Score -8372650 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8372685.000000 Penalty: 5317.800293
	Iteration 24Q: 3 clusters Score -8372685 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8372710.500000 Penalty: 5317.800293
	Iteration 25Q: 3 clusters Score -8372710 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8372709.000000 Penalty: 5317.800293
	Iteration 26Q: 3 clusters Score -8372709 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8372722.500000 Penalty: 5317.800293
	Iteration 27Q: 3 clusters Score -8372722 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8372741.000000 Penalty: 5317.800293
	Iteration 28Q: 3 clusters Score -8372741 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8372755.500000 Penalty: 5317.800293
	Iteration 29Q: 3 clusters Score -8372756 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8372774.500000 Penalty: 5317.800293
	Iteration 30Q: 3 clusters Score -8372774 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8372776.500000 Penalty: 5317.800293
	Iteration 31Q: 3 clusters Score -8372776 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8372763.500000 Penalty: 5317.800293
	Iteration 32Q: 3 clusters Score -8372764 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8372742.000000 Penalty: 5317.800293
	Iteration 33Q: 3 clusters Score -8372742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8372747.500000 Penalty: 5317.800293
	Iteration 34Q: 3 clusters Score -8372748 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8372738.000000 Penalty: 5317.800293
	Iteration 35Q: 3 clusters Score -8372738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8372731.000000 Penalty: 5317.800293
	Iteration 36Q: 3 clusters Score -8372731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8372726.500000 Penalty: 5317.800293
	Iteration 37Q: 3 clusters Score -8372726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8372708.000000 Penalty: 5317.800293
	Iteration 38Q: 3 clusters Score -8372708 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8372703.500000 Penalty: 5317.800293
	Iteration 39Q: 3 clusters Score -8372704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8372692.500000 Penalty: 5317.800293
	Iteration 40F: 3 clusters Score -8372692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8372690.000000 Penalty: 5317.800293
	Iteration 41Q: 3 clusters Score -8372690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8372698.500000 Penalty: 5317.800293
	Iteration 42Q: 3 clusters Score -8372698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8372702.000000 Penalty: 5317.800293
	Iteration 43Q: 3 clusters Score -8372702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8372693.500000 Penalty: 5317.800293
	Iteration 44Q: 3 clusters Score -8372694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8372701.000000 Penalty: 5317.800293
	Iteration 45Q: 3 clusters Score -8372701 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8372691.000000 Penalty: 5317.800293
	Iteration 46Q: 3 clusters Score -8372691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8372695.500000 Penalty: 5317.800293
	Iteration 47Q: 3 clusters Score -8372696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8372683.500000 Penalty: 5317.800293
	Iteration 48Q: 3 clusters Score -8372684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8372684.500000 Penalty: 5317.800293
	Iteration 49Q: 3 clusters Score -8372684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8372686.000000 Penalty: 5317.800293
	Iteration 50Q: 3 clusters Score -8372686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8372680.000000 Penalty: 5317.800293
	Iteration 51Q: 3 clusters Score -8372680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8372669.500000 Penalty: 5317.800293
	Iteration 52Q: 3 clusters Score -8372670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8372672.500000 Penalty: 5317.800293
	Iteration 53Q: 3 clusters Score -8372672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8372671.000000 Penalty: 5317.800293
	Iteration 54Q: 3 clusters Score -8372671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8372672.000000 Penalty: 5317.800293
	Iteration 55Q: 3 clusters Score -8372672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8372676.000000 Penalty: 5317.800293
	Iteration 56Q: 3 clusters Score -8372676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8372675.500000 Penalty: 5317.800293
	Iteration 57Q: 3 clusters Score -8372676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8372669.000000 Penalty: 5317.800293
	Iteration 58Q: 3 clusters Score -8372669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8372670.000000 Penalty: 5317.800293
	Iteration 59Q: 3 clusters Score -8372670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8372672.500000 Penalty: 5317.800293
	Iteration 60F: 3 clusters Score -8372672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8372671.500000 Penalty: 5317.800293
	Iteration 61Q: 3 clusters Score -8372672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8372668.000000 Penalty: 5317.800293
	Iteration 62Q: 3 clusters Score -8372668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8372668.000000 Penalty: 5317.800293
	Iteration 63F: 3 clusters Score -8372668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Entering Unmasked Estep 
Score: -8589823.000000 Penalty: 2664.821777
	Iteration 0F: 2 clusters Score -8589823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -8560655.000000 Penalty: 5329.643555
	Iteration 0F: 3 clusters Score -8560655 nChanged 21412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -8572397.000000 Penalty: 5329.643555
	Iteration 1F: 3 clusters Score -8572397 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -8573107.000000 Penalty: 5329.643555
	Iteration 2Q: 3 clusters Score -8573107 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -8574114.000000 Penalty: 5329.643555
	Iteration 3Q: 3 clusters Score -8574114 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -8575357.000000 Penalty: 5329.643555
	Iteration 4Q: 3 clusters Score -8575357 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -8577048.000000 Penalty: 5329.643555
	Iteration 5F: 3 clusters Score -8577048 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -8579036.000000 Penalty: 5329.643555
	Iteration 6F: 3 clusters Score -8579036 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -8581169.000000 Penalty: 5329.643555
	Iteration 7F: 3 clusters Score -8581169 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -8583134.000000 Penalty: 5329.643555
	Iteration 8F: 3 clusters Score -8583134 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -8584581.000000 Penalty: 5329.643555
	Iteration 9F: 3 clusters Score -8584581 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -8585411.000000 Penalty: 5329.643555
	Iteration 10Q: 3 clusters Score -8585411 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -8585775.000000 Penalty: 5329.643555
	Iteration 11Q: 3 clusters Score -8585775 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -8585969.000000 Penalty: 5329.643555
	Iteration 12Q: 3 clusters Score -8585969 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -8586110.000000 Penalty: 5329.643555
	Iteration 13Q: 3 clusters Score -8586110 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -8586268.000000 Penalty: 5329.643555
	Iteration 14Q: 3 clusters Score -8586268 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -8586364.000000 Penalty: 5329.643555
	Iteration 15Q: 3 clusters Score -8586364 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -8586455.000000 Penalty: 5329.643555
	Iteration 16Q: 3 clusters Score -8586455 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -8586517.000000 Penalty: 5329.643555
	Iteration 17Q: 3 clusters Score -8586517 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -8586557.000000 Penalty: 5329.643555
	Iteration 18Q: 3 clusters Score -8586557 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -8586600.000000 Penalty: 5329.643555
	Iteration 19Q: 3 clusters Score -8586600 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -8586676.000000 Penalty: 5329.643555
	Iteration 20F: 3 clusters Score -8586676 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8586721 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8586745 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8586815 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8586868 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -8586891.000000 Penalty: 5329.643555
	Iteration 25Q: 3 clusters Score -8586891 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -8586954.000000 Penalty: 5329.643555
	Iteration 26Q: 3 clusters Score -8586954 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8586987 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -8587035.000000 Penalty: 5329.643555
	Iteration 28Q: 3 clusters Score -8587035 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -8587042.000000 Penalty: 5329.643555
	Iteration 29Q: 3 clusters Score -8587042 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8587064 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -8587089.000000 Penalty: 5329.643555
	Iteration 31Q: 3 clusters Score -8587089 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -8587110.000000 Penalty: 5329.643555
	Iteration 32Q: 3 clusters Score -8587110 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -8587115.000000 Penalty: 5329.643555
	Iteration 33Q: 3 clusters Score -8587115 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -8587151.000000 Penalty: 5329.643555
	Iteration 34Q: 3 clusters Score -8587151 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -8587182.000000 Penalty: 5329.643555
	Iteration 35Q: 3 clusters Score -8587182 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -8587192.000000 Penalty: 5329.643555
	Iteration 36Q: 3 clusters Score -8587192 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -8587241.000000 Penalty: 5329.643555
	Iteration 37Q: 3 clusters Score -8587241 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -8587251.000000 Penalty: 5329.643555
	Iteration 38Q: 3 clusters Score -8587251 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -8587278.000000 Penalty: 5329.643555
	Iteration 39Q: 3 clusters Score -8587278 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -8587306.000000 Penalty: 5329.643555
	Iteration 40F: 3 clusters Score -8587306 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -8587345.000000 Penalty: 5329.643555
	Iteration 41Q: 3 clusters Score -8587345 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -8587392.000000 Penalty: 5329.643555
	Iteration 42Q: 3 clusters Score -8587392 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -8587394.000000 Penalty: 5329.643555
	Iteration 43Q: 3 clusters Score -8587394 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -8587410.000000 Penalty: 5329.643555
	Iteration 44Q: 3 clusters Score -8587410 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -8587412.000000 Penalty: 5329.643555
	Iteration 45Q: 3 clusters Score -8587412 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -8587438.000000 Penalty: 5329.643555
	Iteration 46Q: 3 clusters Score -8587438 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -8587451.000000 Penalty: 5329.643555
	Iteration 47Q: 3 clusters Score -8587451 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -8587472.000000 Penalty: 5329.643555
	Iteration 48Q: 3 clusters Score -8587472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -8587483.000000 Penalty: 5329.643555
	Iteration 49Q: 3 clusters Score -8587483 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -8587491.000000 Penalty: 5329.643555
	Iteration 50Q: 3 clusters Score -8587491 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -8587493.000000 Penalty: 5329.643555
	Iteration 51Q: 3 clusters Score -8587493 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -8587488.000000 Penalty: 5329.643555
	Iteration 52Q: 3 clusters Score -8587488 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -8587496.000000 Penalty: 5329.643555
	Iteration 53Q: 3 clusters Score -8587496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -8587493.000000 Penalty: 5329.643555
	Iteration 54Q: 3 clusters Score -8587493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -8587518.000000 Penalty: 5329.643555
	Iteration 55Q: 3 clusters Score -8587518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8587518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -8587524.000000 Penalty: 5329.643555
	Iteration 57Q: 3 clusters Score -8587524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -8587534.000000 Penalty: 5329.643555
	Iteration 58Q: 3 clusters Score -8587534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -8587550.000000 Penalty: 5329.643555
	Iteration 59Q: 3 clusters Score -8587550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -8587563.000000 Penalty: 5329.643555
	Iteration 60F: 3 clusters Score -8587563 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -8587568.000000 Penalty: 5329.643555
	Iteration 61Q: 3 clusters Score -8587568 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -8587567.000000 Penalty: 5329.643555
	Iteration 62Q: 3 clusters Score -8587567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -8587598.000000 Penalty: 5329.643555
	Iteration 63Q: 3 clusters Score -8587598 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -8587615.000000 Penalty: 5329.643555
	Iteration 64Q: 3 clusters Score -8587615 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -8587625.000000 Penalty: 5329.643555
	Iteration 65Q: 3 clusters Score -8587625 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -8587657.000000 Penalty: 5329.643555
	Iteration 66Q: 3 clusters Score -8587657 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -8587685.000000 Penalty: 5329.643555
	Iteration 67Q: 3 clusters Score -8587685 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -8587701.000000 Penalty: 5329.643555
	Iteration 68Q: 3 clusters Score -8587701 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -8587717.000000 Penalty: 5329.643555
	Iteration 69Q: 3 clusters Score -8587717 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -8587751.000000 Penalty: 5329.643555
	Iteration 70Q: 3 clusters Score -8587751 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -8587761.000000 Penalty: 5329.643555
	Iteration 71Q: 3 clusters Score -8587761 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -8587810.000000 Penalty: 5329.643555
	Iteration 72Q: 3 clusters Score -8587810 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -8587822.000000 Penalty: 5329.643555
	Iteration 73Q: 3 clusters Score -8587822 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12099 members 
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Entering Unmasked Estep 
Score: -8587849.000000 Penalty: 5329.643555
	Iteration 74Q: 3 clusters Score -8587849 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -8587880.000000 Penalty: 5329.643555
	Iteration 75Q: 3 clusters Score -8587880 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -8587904.000000 Penalty: 5329.643555
	Iteration 76Q: 3 clusters Score -8587904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
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Entering Unmasked Estep 
Score: -8587911.000000 Penalty: 5329.643555
	Iteration 77Q: 3 clusters Score -8587911 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8587922 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -8587932.000000 Penalty: 5329.643555
	Iteration 79Q: 3 clusters Score -8587932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -8587969.000000 Penalty: 5329.643555
	Iteration 80F: 3 clusters Score -8587969 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -8587997.000000 Penalty: 5329.643555
	Iteration 81Q: 3 clusters Score -8587997 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -8588006.000000 Penalty: 5329.643555
	Iteration 82Q: 3 clusters Score -8588006 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -8588015.000000 Penalty: 5329.643555
	Iteration 83Q: 3 clusters Score -8588015 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -8588073.000000 Penalty: 5329.643555
	Iteration 84Q: 3 clusters Score -8588073 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -8588110.000000 Penalty: 5329.643555
	Iteration 85Q: 3 clusters Score -8588110 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -8588154.000000 Penalty: 5329.643555
	Iteration 86Q: 3 clusters Score -8588154 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -8588170.000000 Penalty: 5329.643555
	Iteration 87Q: 3 clusters Score -8588170 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -8588203.000000 Penalty: 5329.643555
	Iteration 88Q: 3 clusters Score -8588203 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -8588211.000000 Penalty: 5329.643555
	Iteration 89Q: 3 clusters Score -8588211 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -8588239.000000 Penalty: 5329.643555
	Iteration 90Q: 3 clusters Score -8588239 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -8588291.000000 Penalty: 5329.643555
	Iteration 91Q: 3 clusters Score -8588291 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -8588324.000000 Penalty: 5329.643555
	Iteration 92Q: 3 clusters Score -8588324 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -8588355.000000 Penalty: 5329.643555
	Iteration 93Q: 3 clusters Score -8588355 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -8588391.000000 Penalty: 5329.643555
	Iteration 94Q: 3 clusters Score -8588391 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -8588430.000000 Penalty: 5329.643555
	Iteration 95Q: 3 clusters Score -8588430 nChanged 186
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Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8588438 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -8588476.000000 Penalty: 5329.643555
	Iteration 97Q: 3 clusters Score -8588476 nChanged 134
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Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -8588481.000000 Penalty: 5329.643555
	Iteration 98Q: 3 clusters Score -8588481 nChanged 108
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Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -8588531.000000 Penalty: 5329.643555
	Iteration 99Q: 3 clusters Score -8588531 nChanged 113
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Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8588546 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -8588572.000000 Penalty: 5329.643555
	Iteration 101Q: 3 clusters Score -8588572 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -8588590.000000 Penalty: 5329.643555
	Iteration 102Q: 3 clusters Score -8588590 nChanged 86
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Mstep: Class 1 contains 8599 members 
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Entering Unmasked Estep 
Score: -8588609.000000 Penalty: 5329.643555
	Iteration 103Q: 3 clusters Score -8588609 nChanged 75
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Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -8588618.000000 Penalty: 5329.643555
	Iteration 104Q: 3 clusters Score -8588618 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -8588642.000000 Penalty: 5329.643555
	Iteration 105Q: 3 clusters Score -8588642 nChanged 101
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Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -8588641.000000 Penalty: 5329.643555
	Iteration 106Q: 3 clusters Score -8588641 nChanged 96
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Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -8588675.000000 Penalty: 5329.643555
	Iteration 107Q: 3 clusters Score -8588675 nChanged 89
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Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -8588704.000000 Penalty: 5329.643555
	Iteration 108Q: 3 clusters Score -8588704 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -8588733.000000 Penalty: 5329.643555
	Iteration 109Q: 3 clusters Score -8588733 nChanged 74
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Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -8588743.000000 Penalty: 5329.643555
	Iteration 110Q: 3 clusters Score -8588743 nChanged 57
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Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -8588747.000000 Penalty: 5329.643555
	Iteration 111Q: 3 clusters Score -8588747 nChanged 58
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Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -8588748.000000 Penalty: 5329.643555
	Iteration 112Q: 3 clusters Score -8588748 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7827 members 
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Entering Unmasked Estep 
Score: -8588753.000000 Penalty: 5329.643555
	Iteration 113Q: 3 clusters Score -8588753 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7461 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8588849 nChanged 81
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Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8588880 nChanged 59
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Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8588946 nChanged 65
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Mstep: Class 1 contains 7032 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6905 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8589018 nChanged 69
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Mstep: Class 1 contains 6764 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8589041 nChanged 50
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Mstep: Class 1 contains 6714 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6668 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8589031 nChanged 43
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Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8589036 nChanged 38
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Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6551 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8589060 nChanged 40
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Mstep: Class 1 contains 6511 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8589055 nChanged 35
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Mstep: Class 1 contains 6476 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8589069 nChanged 40
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Mstep: Class 1 contains 6436 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8589073 nChanged 34
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Mstep: Class 1 contains 6402 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6367 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6326 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8589086 nChanged 51
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Mstep: Class 1 contains 6275 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8589097 nChanged 45
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Mstep: Class 1 contains 6230 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8589100 nChanged 39
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	Iteration 143Q: 3 clusters Score -8589092 nChanged 41
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Mstep: Class 1 contains 6150 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6062 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6016 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8589135 nChanged 39
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Mstep: Class 1 contains 5977 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8589136 nChanged 30
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8589132 nChanged 34
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8589159 nChanged 36
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Mstep: Class 1 contains 5879 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8589164 nChanged 42
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Mstep: Class 1 contains 5837 members 
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8589170 nChanged 26
Entering Unmasked Mstep 
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	Iteration 153Q: 3 clusters Score -8589167 nChanged 29
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Mstep: Class 1 contains 5782 members 
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Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8589163 nChanged 35
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5715 members 
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	Iteration 156Q: 3 clusters Score -8589189 nChanged 42
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Mstep: Class 1 contains 5679 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5647 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5618 members 
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Mstep: Class 1 contains 5601 members 
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	Iteration 160F: 3 clusters Score -8589207 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5585 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8589205 nChanged 15
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Mstep: Class 1 contains 5570 members 
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	Iteration 162Q: 3 clusters Score -8589207 nChanged 17
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Mstep: Class 1 contains 5553 members 
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	Iteration 163Q: 3 clusters Score -8589215 nChanged 23
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	Iteration 164Q: 3 clusters Score -8589218 nChanged 20
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	Iteration 165Q: 3 clusters Score -8589222 nChanged 22
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	Iteration 166Q: 3 clusters Score -8589229 nChanged 18
Entering Unmasked Mstep 
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	Iteration 168Q: 3 clusters Score -8589248 nChanged 22
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Mstep: Class 1 contains 5397 members 
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Mstep: Class 1 contains 5371 members 
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Mstep: Class 1 contains 5342 members 
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	Iteration 172Q: 3 clusters Score -8589246 nChanged 31
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Mstep: Class 1 contains 5311 members 
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	Iteration 173Q: 3 clusters Score -8589248 nChanged 33
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Mstep: Class 1 contains 5278 members 
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	Iteration 174Q: 3 clusters Score -8589276 nChanged 28
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Mstep: Class 1 contains 5250 members 
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	Iteration 175Q: 3 clusters Score -8589276 nChanged 20
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	Iteration 176Q: 3 clusters Score -8589278 nChanged 20
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Mstep: Class 1 contains 5210 members 
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	Iteration 177Q: 3 clusters Score -8589279 nChanged 15
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Mstep: Class 1 contains 5195 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8589276 nChanged 16
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Mstep: Class 1 contains 5179 members 
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	Iteration 179Q: 3 clusters Score -8589295 nChanged 9
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Mstep: Class 1 contains 5170 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8589309 nChanged 11
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Mstep: Class 1 contains 5159 members 
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	Iteration 181Q: 3 clusters Score -8589309 nChanged 16
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8589315 nChanged 24
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Mstep: Class 1 contains 5121 members 
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	Iteration 183Q: 3 clusters Score -8589312 nChanged 23
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	Iteration 184Q: 3 clusters Score -8589316 nChanged 25
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Mstep: Class 1 contains 5073 members 
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	Iteration 185Q: 3 clusters Score -8589307 nChanged 24
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Mstep: Class 1 contains 5049 members 
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Mstep: Class 1 contains 5014 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8589342 nChanged 39
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Mstep: Class 1 contains 4977 members 
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Mstep: Class 1 contains 3927 members 
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Entering Unmasked Estep 
Score: -8589338.000000 Penalty: 5329.643555
	Iteration 207Q: 3 clusters Score -8589338 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -8589339.000000 Penalty: 5329.643555
	Iteration 208Q: 3 clusters Score -8589339 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -8589316.000000 Penalty: 5329.643555
	Iteration 209Q: 3 clusters Score -8589316 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -8589304.000000 Penalty: 5329.643555
	Iteration 210Q: 3 clusters Score -8589304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -8589264.000000 Penalty: 5329.643555
	Iteration 211Q: 3 clusters Score -8589264 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -8589231.000000 Penalty: 5329.643555
	Iteration 212Q: 3 clusters Score -8589231 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -8589186.000000 Penalty: 5329.643555
	Iteration 213Q: 3 clusters Score -8589186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8589152.000000 Penalty: 5329.643555
	Iteration 214Q: 3 clusters Score -8589152 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -8589087.000000 Penalty: 5329.643555
	Iteration 215Q: 3 clusters Score -8589087 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -8589047.000000 Penalty: 5329.643555
	Iteration 216Q: 3 clusters Score -8589047 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -8589018.000000 Penalty: 5329.643555
	Iteration 217Q: 3 clusters Score -8589018 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -8588960.000000 Penalty: 5329.643555
	Iteration 218Q: 3 clusters Score -8588960 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -8588939.000000 Penalty: 5329.643555
	Iteration 219Q: 3 clusters Score -8588939 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -8588921.000000 Penalty: 5329.643555
	Iteration 220F: 3 clusters Score -8588921 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -8588893.000000 Penalty: 5329.643555
	Iteration 221Q: 3 clusters Score -8588893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -8588855.000000 Penalty: 5329.643555
	Iteration 222Q: 3 clusters Score -8588855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -8588852.000000 Penalty: 5329.643555
	Iteration 223Q: 3 clusters Score -8588852 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -8588830.000000 Penalty: 5329.643555
	Iteration 224Q: 3 clusters Score -8588830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8588823.000000 Penalty: 5329.643555
	Iteration 225Q: 3 clusters Score -8588823 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8588802.000000 Penalty: 5329.643555
	Iteration 226Q: 3 clusters Score -8588802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -8588781.000000 Penalty: 5329.643555
	Iteration 227Q: 3 clusters Score -8588781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -8588763.000000 Penalty: 5329.643555
	Iteration 228Q: 3 clusters Score -8588763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -8588747.000000 Penalty: 5329.643555
	Iteration 229Q: 3 clusters Score -8588747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -8588736.000000 Penalty: 5329.643555
	Iteration 230Q: 3 clusters Score -8588736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -8588705.000000 Penalty: 5329.643555
	Iteration 231Q: 3 clusters Score -8588705 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -8588685.000000 Penalty: 5329.643555
	Iteration 232Q: 3 clusters Score -8588685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -8588680.000000 Penalty: 5329.643555
	Iteration 233Q: 3 clusters Score -8588680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -8588665.000000 Penalty: 5329.643555
	Iteration 234Q: 3 clusters Score -8588665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -8588656.000000 Penalty: 5329.643555
	Iteration 235Q: 3 clusters Score -8588656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -8588641.000000 Penalty: 5329.643555
	Iteration 236Q: 3 clusters Score -8588641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -8588637.000000 Penalty: 5329.643555
	Iteration 237Q: 3 clusters Score -8588637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -8588639.000000 Penalty: 5329.643555
	Iteration 238Q: 3 clusters Score -8588639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -8588620.000000 Penalty: 5329.643555
	Iteration 239Q: 3 clusters Score -8588620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -8588606.000000 Penalty: 5329.643555
	Iteration 240F: 3 clusters Score -8588606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8588600.000000 Penalty: 5329.643555
	Iteration 241Q: 3 clusters Score -8588600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -8588600.000000 Penalty: 5329.643555
	Iteration 242Q: 3 clusters Score -8588600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -8588603.000000 Penalty: 5329.643555
	Iteration 243Q: 3 clusters Score -8588603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -8588591.000000 Penalty: 5329.643555
	Iteration 244Q: 3 clusters Score -8588591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -8588586.000000 Penalty: 5329.643555
	Iteration 245Q: 3 clusters Score -8588586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -8588580.000000 Penalty: 5329.643555
	Iteration 246Q: 3 clusters Score -8588580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -8588585.000000 Penalty: 5329.643555
	Iteration 247Q: 3 clusters Score -8588585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -8588583.000000 Penalty: 5329.643555
	Iteration 248Q: 3 clusters Score -8588583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -8588585.000000 Penalty: 5329.643555
	Iteration 249Q: 3 clusters Score -8588585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -8588595.000000 Penalty: 5329.643555
	Iteration 250Q: 3 clusters Score -8588595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -8588589.000000 Penalty: 5329.643555
	Iteration 251Q: 3 clusters Score -8588589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -8588587.000000 Penalty: 5329.643555
	Iteration 252Q: 3 clusters Score -8588587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -8588583.000000 Penalty: 5329.643555
	Iteration 253Q: 3 clusters Score -8588583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -8588575.000000 Penalty: 5329.643555
	Iteration 254Q: 3 clusters Score -8588575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -8588578.000000 Penalty: 5329.643555
	Iteration 255Q: 3 clusters Score -8588578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8588583.000000 Penalty: 5329.643555
	Iteration 256Q: 3 clusters Score -8588583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -8588587.000000 Penalty: 5329.643555
	Iteration 257Q: 3 clusters Score -8588587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -8588588.000000 Penalty: 5329.643555
	Iteration 258Q: 3 clusters Score -8588588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -8588587.000000 Penalty: 5329.643555
	Iteration 259Q: 3 clusters Score -8588587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -8588586.000000 Penalty: 5329.643555
	Iteration 260F: 3 clusters Score -8588586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -8588590.000000 Penalty: 5329.643555
	Iteration 261Q: 3 clusters Score -8588590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -8588584.000000 Penalty: 5329.643555
	Iteration 262Q: 3 clusters Score -8588584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -8588571.000000 Penalty: 5329.643555
	Iteration 263Q: 3 clusters Score -8588571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8588562.000000 Penalty: 5329.643555
	Iteration 264Q: 3 clusters Score -8588562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -8588564.000000 Penalty: 5329.643555
	Iteration 265Q: 3 clusters Score -8588564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -8588558.000000 Penalty: 5329.643555
	Iteration 266Q: 3 clusters Score -8588558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -8588563.000000 Penalty: 5329.643555
	Iteration 267Q: 3 clusters Score -8588563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -8588557.000000 Penalty: 5329.643555
	Iteration 268Q: 3 clusters Score -8588557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -8588544.000000 Penalty: 5329.643555
	Iteration 269Q: 3 clusters Score -8588544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -8588556.000000 Penalty: 5329.643555
	Iteration 270Q: 3 clusters Score -8588556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -8588549.000000 Penalty: 5329.643555
	Iteration 271Q: 3 clusters Score -8588549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -8588551.000000 Penalty: 5329.643555
	Iteration 272Q: 3 clusters Score -8588551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -8588551.000000 Penalty: 5329.643555
	Iteration 273F: 3 clusters Score -8588551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -252622.359375 Penalty: 1824.198975
	Iteration 0F: 2 clusters Score -252622.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -250344.484375 Penalty: 3648.397949
	Iteration 0F: 3 clusters Score -250344.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -251046.046875 Penalty: 3648.397949
	Iteration 1F: 3 clusters Score -251046 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -251468.359375 Penalty: 3648.397949
	Iteration 2F: 3 clusters Score -251468.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -251735.562500 Penalty: 3648.397949
	Iteration 3F: 3 clusters Score -251735.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -251943.937500 Penalty: 3648.397949
	Iteration 4F: 3 clusters Score -251943.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -252072.218750 Penalty: 3648.397949
	Iteration 5Q: 3 clusters Score -252072.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -252161.640625 Penalty: 3648.397949
	Iteration 6Q: 3 clusters Score -252161.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -252209.156250 Penalty: 3648.397949
	Iteration 7Q: 3 clusters Score -252209.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -252234.625000 Penalty: 3648.397949
	Iteration 8Q: 3 clusters Score -252234.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -252262.156250 Penalty: 3648.397949
	Iteration 9Q: 3 clusters Score -252262.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -252286.328125 Penalty: 3648.397949
	Iteration 10Q: 3 clusters Score -252286.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -252300.265625 Penalty: 3648.397949
	Iteration 11Q: 3 clusters Score -252300.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -252301.906250 Penalty: 3648.397949
	Iteration 12Q: 3 clusters Score -252301.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -252304.343750 Penalty: 3648.397949
	Iteration 13Q: 3 clusters Score -252304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -252307.453125 Penalty: 3648.397949
	Iteration 14Q: 3 clusters Score -252307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -252308.359375 Penalty: 3648.397949
	Iteration 15Q: 3 clusters Score -252308.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -252309.843750 Penalty: 3648.397949
	Iteration 16Q: 3 clusters Score -252309.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -252309.843750 Penalty: 3648.397949
	Iteration 17F: 3 clusters Score -252309.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Entering Unmasked Estep 
Score: -8724164.000000 Penalty: 2667.970459
	Iteration 0F: 2 clusters Score -8724164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -8695373.000000 Penalty: 5335.940918
	Iteration 0F: 3 clusters Score -8695373 nChanged 21741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -8707453.000000 Penalty: 5335.940918
	Iteration 1F: 3 clusters Score -8707453 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -8707968.000000 Penalty: 5335.940918
	Iteration 2Q: 3 clusters Score -8707968 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -8708558.000000 Penalty: 5335.940918
	Iteration 3Q: 3 clusters Score -8708558 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -8709312.000000 Penalty: 5335.940918
	Iteration 4Q: 3 clusters Score -8709312 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -8710313.000000 Penalty: 5335.940918
	Iteration 5Q: 3 clusters Score -8710313 nChanged 2596
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8711813 nChanged 3004
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8713953 nChanged 3071
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8716619 nChanged 2810
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8719010 nChanged 2114
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Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8720279 nChanged 1267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8720710 nChanged 745
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Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8721036 nChanged 570
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Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8721287 nChanged 522
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Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8721463 nChanged 403
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Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8721600 nChanged 356
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Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8721710 nChanged 310
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Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8721782 nChanged 301
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Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8721897 nChanged 273
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Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8721974 nChanged 242
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Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8722002 nChanged 234
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Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8722064 nChanged 214
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Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8722149 nChanged 231
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Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8722213 nChanged 232
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Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8722299 nChanged 223
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Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8722373 nChanged 213
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Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8722455 nChanged 182
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Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8722484 nChanged 159
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Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8722544 nChanged 149
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Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8722547 nChanged 140
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Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8722597 nChanged 122
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Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8722624 nChanged 109
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Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8722629 nChanged 106
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Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8722666 nChanged 103
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Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8722696 nChanged 107
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Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8722727 nChanged 95
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Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8722752 nChanged 86
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Mstep: Class 1 contains 8648 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8722782 nChanged 97
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Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 38429 members 
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	Iteration 38Q: 3 clusters Score -8722773 nChanged 96
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Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8722796 nChanged 94
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Mstep: Class 1 contains 8437 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8722819 nChanged 79
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Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8722854 nChanged 87
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Mstep: Class 1 contains 8311 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8722873 nChanged 97
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Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8722882 nChanged 103
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Mstep: Class 1 contains 8157 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8722930 nChanged 88
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Mstep: Class 1 contains 8006 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8722956 nChanged 84
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Mstep: Class 1 contains 7934 members 
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	Iteration 47Q: 3 clusters Score -8722956 nChanged 71
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Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8722995 nChanged 68
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Mstep: Class 1 contains 7817 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8722978 nChanged 79
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Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8723016 nChanged 64
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Mstep: Class 1 contains 7696 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8723024 nChanged 74
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Mstep: Class 1 contains 7638 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8723005 nChanged 54
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8723028 nChanged 54
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8723031 nChanged 54
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	Iteration 55Q: 3 clusters Score -8723058 nChanged 40
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	Iteration 56Q: 3 clusters Score -8723074 nChanged 39
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	Iteration 57Q: 3 clusters Score -8723090 nChanged 40
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	Iteration 58Q: 3 clusters Score -8723088 nChanged 42
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	Iteration 59Q: 3 clusters Score -8723087 nChanged 43
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8723094 nChanged 52
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Mstep: Class 1 contains 7276 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8723108 nChanged 51
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	Iteration 62Q: 3 clusters Score -8723099 nChanged 60
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8723127 nChanged 65
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8723141 nChanged 74
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	Iteration 65Q: 3 clusters Score -8723159 nChanged 69
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	Iteration 66Q: 3 clusters Score -8723164 nChanged 68
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	Iteration 67Q: 3 clusters Score -8723161 nChanged 55
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8723188 nChanged 55
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	Iteration 69Q: 3 clusters Score -8723207 nChanged 46
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	Iteration 70Q: 3 clusters Score -8723200 nChanged 42
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8723216 nChanged 40
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	Iteration 72Q: 3 clusters Score -8723213 nChanged 45
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	Iteration 73Q: 3 clusters Score -8723218 nChanged 37
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	Iteration 74Q: 3 clusters Score -8723226 nChanged 30
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	Iteration 75Q: 3 clusters Score -8723229 nChanged 26
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	Iteration 76Q: 3 clusters Score -8723223 nChanged 31
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	Iteration 77Q: 3 clusters Score -8723232 nChanged 22
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	Iteration 78Q: 3 clusters Score -8723243 nChanged 24
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	Iteration 79Q: 3 clusters Score -8723248 nChanged 17
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	Iteration 80F: 3 clusters Score -8723254 nChanged 10
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	Iteration 81Q: 3 clusters Score -8723246 nChanged 11
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	Iteration 82Q: 3 clusters Score -8723244 nChanged 11
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	Iteration 83Q: 3 clusters Score -8723263 nChanged 9
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	Iteration 84Q: 3 clusters Score -8723262 nChanged 7
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	Iteration 85Q: 3 clusters Score -8723263 nChanged 8
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	Iteration 86Q: 3 clusters Score -8723263 nChanged 3
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	Iteration 87Q: 3 clusters Score -8723271 nChanged 2
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	Iteration 88Q: 3 clusters Score -8723274 nChanged 3
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	Iteration 89Q: 3 clusters Score -8723278 nChanged 1
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	Iteration 90Q: 3 clusters Score -8723271 nChanged 2
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	Iteration 91Q: 3 clusters Score -8723264 nChanged 3
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	Iteration 92Q: 3 clusters Score -8723273 nChanged 1
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	Iteration 93Q: 3 clusters Score -8723269 nChanged 2
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	Iteration 94Q: 3 clusters Score -8723276 nChanged 2
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	Iteration 95Q: 3 clusters Score -8723276 nChanged 3
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	Iteration 96Q: 3 clusters Score -8723267 nChanged 4
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	Iteration 97Q: 3 clusters Score -8723273 nChanged 1
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	Iteration 98Q: 3 clusters Score -8723278 nChanged 0
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Entering Unmasked Estep 
Score: -8723278.000000 Penalty: 5335.940918
	Iteration 99F: 3 clusters Score -8723278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -83095.468750 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -83095.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -81593.445312 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -81593.45 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82085.203125 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -82085.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82369.015625 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -82369.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82586.046875 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -82586.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82713.781250 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -82713.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82792.640625 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -82792.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82855.570312 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -82855.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82889.148438 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -82889.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82914.640625 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -82914.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82922.375000 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -82922.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82932.929688 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -82932.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82935.554688 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -82935.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82938.859375 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -82938.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -82938.859375 Penalty: 3191.535156
	Iteration 13F: 3 clusters Score -82938.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (45745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Entering Unmasked Estep 
Score: -8497487.000000 Penalty: 2661.247803
	Iteration 0F: 2 clusters Score -8497487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -8467851.000000 Penalty: 5322.495605
	Iteration 0F: 3 clusters Score -8467851 nChanged 21101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -8479539.000000 Penalty: 5322.495605
	Iteration 1F: 3 clusters Score -8479539 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -8480137.000000 Penalty: 5322.495605
	Iteration 2Q: 3 clusters Score -8480137 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -8480570.000000 Penalty: 5322.495605
	Iteration 3Q: 3 clusters Score -8480570 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -8480972.000000 Penalty: 5322.495605
	Iteration 4Q: 3 clusters Score -8480972 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -8481391.000000 Penalty: 5322.495605
	Iteration 5Q: 3 clusters Score -8481391 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -8481919.000000 Penalty: 5322.495605
	Iteration 6Q: 3 clusters Score -8481919 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -8482469.000000 Penalty: 5322.495605
	Iteration 7Q: 3 clusters Score -8482469 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -8483039.000000 Penalty: 5322.495605
	Iteration 8Q: 3 clusters Score -8483039 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -8483785.000000 Penalty: 5322.495605
	Iteration 9Q: 3 clusters Score -8483785 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -8484762.000000 Penalty: 5322.495605
	Iteration 10Q: 3 clusters Score -8484762 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -8485944.000000 Penalty: 5322.495605
	Iteration 11Q: 3 clusters Score -8485944 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -8487230.000000 Penalty: 5322.495605
	Iteration 12Q: 3 clusters Score -8487230 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -8488582.000000 Penalty: 5322.495605
	Iteration 13Q: 3 clusters Score -8488582 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -8489728.000000 Penalty: 5322.495605
	Iteration 14Q: 3 clusters Score -8489728 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -8490557.000000 Penalty: 5322.495605
	Iteration 15Q: 3 clusters Score -8490557 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -8491017.000000 Penalty: 5322.495605
	Iteration 16Q: 3 clusters Score -8491017 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -8491270.000000 Penalty: 5322.495605
	Iteration 17Q: 3 clusters Score -8491270 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -8491433.000000 Penalty: 5322.495605
	Iteration 18Q: 3 clusters Score -8491433 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -8491578.000000 Penalty: 5322.495605
	Iteration 19Q: 3 clusters Score -8491578 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -8491631.000000 Penalty: 5322.495605
	Iteration 20F: 3 clusters Score -8491631 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -8491788.000000 Penalty: 5322.495605
	Iteration 21Q: 3 clusters Score -8491788 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -8491917.000000 Penalty: 5322.495605
	Iteration 22Q: 3 clusters Score -8491917 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -8492045.000000 Penalty: 5322.495605
	Iteration 23Q: 3 clusters Score -8492045 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -8492193.000000 Penalty: 5322.495605
	Iteration 24Q: 3 clusters Score -8492193 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -8492442.000000 Penalty: 5322.495605
	Iteration 25Q: 3 clusters Score -8492442 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -8492689.000000 Penalty: 5322.495605
	Iteration 26Q: 3 clusters Score -8492689 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -8493013.000000 Penalty: 5322.495605
	Iteration 27Q: 3 clusters Score -8493013 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -8493273.000000 Penalty: 5322.495605
	Iteration 28Q: 3 clusters Score -8493273 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -8493557.000000 Penalty: 5322.495605
	Iteration 29Q: 3 clusters Score -8493557 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -8493911.000000 Penalty: 5322.495605
	Iteration 30Q: 3 clusters Score -8493911 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -8494261.000000 Penalty: 5322.495605
	Iteration 31Q: 3 clusters Score -8494261 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -8494460.000000 Penalty: 5322.495605
	Iteration 32Q: 3 clusters Score -8494460 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -8494734.000000 Penalty: 5322.495605
	Iteration 33Q: 3 clusters Score -8494734 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -8494948.000000 Penalty: 5322.495605
	Iteration 34Q: 3 clusters Score -8494948 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -8495066.000000 Penalty: 5322.495605
	Iteration 35Q: 3 clusters Score -8495066 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -8495255.000000 Penalty: 5322.495605
	Iteration 36Q: 3 clusters Score -8495255 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -8495386.000000 Penalty: 5322.495605
	Iteration 37Q: 3 clusters Score -8495386 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -8495480.000000 Penalty: 5322.495605
	Iteration 38Q: 3 clusters Score -8495480 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -8495556.000000 Penalty: 5322.495605
	Iteration 39Q: 3 clusters Score -8495556 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -8495634.000000 Penalty: 5322.495605
	Iteration 40F: 3 clusters Score -8495634 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -8495711.000000 Penalty: 5322.495605
	Iteration 41Q: 3 clusters Score -8495711 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8495763.000000 Penalty: 5322.495605
	Iteration 42Q: 3 clusters Score -8495763 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -8495816.000000 Penalty: 5322.495605
	Iteration 43Q: 3 clusters Score -8495816 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -8495826.000000 Penalty: 5322.495605
	Iteration 44Q: 3 clusters Score -8495826 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -8495831.000000 Penalty: 5322.495605
	Iteration 45Q: 3 clusters Score -8495831 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -8495858.000000 Penalty: 5322.495605
	Iteration 46Q: 3 clusters Score -8495858 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -8495855.000000 Penalty: 5322.495605
	Iteration 47Q: 3 clusters Score -8495855 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -8495855.000000 Penalty: 5322.495605
	Iteration 48Q: 3 clusters Score -8495855 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8495870.000000 Penalty: 5322.495605
	Iteration 49Q: 3 clusters Score -8495870 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8495869.000000 Penalty: 5322.495605
	Iteration 50Q: 3 clusters Score -8495869 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8495870.000000 Penalty: 5322.495605
	Iteration 51Q: 3 clusters Score -8495870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -8495888.000000 Penalty: 5322.495605
	Iteration 52Q: 3 clusters Score -8495888 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8495887.000000 Penalty: 5322.495605
	Iteration 53Q: 3 clusters Score -8495887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -8495896.000000 Penalty: 5322.495605
	Iteration 54Q: 3 clusters Score -8495896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8495895.000000 Penalty: 5322.495605
	Iteration 55Q: 3 clusters Score -8495895 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8495886.000000 Penalty: 5322.495605
	Iteration 56Q: 3 clusters Score -8495886 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8495873.000000 Penalty: 5322.495605
	Iteration 57Q: 3 clusters Score -8495873 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8495873.000000 Penalty: 5322.495605
	Iteration 58Q: 3 clusters Score -8495873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8495863.000000 Penalty: 5322.495605
	Iteration 59Q: 3 clusters Score -8495863 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8495858.000000 Penalty: 5322.495605
	Iteration 60F: 3 clusters Score -8495858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8495858.000000 Penalty: 5322.495605
	Iteration 61Q: 3 clusters Score -8495858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8495857.000000 Penalty: 5322.495605
	Iteration 62Q: 3 clusters Score -8495857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8495841.000000 Penalty: 5322.495605
	Iteration 63Q: 3 clusters Score -8495841 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8495835.000000 Penalty: 5322.495605
	Iteration 64Q: 3 clusters Score -8495835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8495828.000000 Penalty: 5322.495605
	Iteration 65Q: 3 clusters Score -8495828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8495810.000000 Penalty: 5322.495605
	Iteration 66Q: 3 clusters Score -8495810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8495831.000000 Penalty: 5322.495605
	Iteration 67Q: 3 clusters Score -8495831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8495831.000000 Penalty: 5322.495605
	Iteration 68Q: 3 clusters Score -8495831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8495819.000000 Penalty: 5322.495605
	Iteration 69Q: 3 clusters Score -8495819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8495817.000000 Penalty: 5322.495605
	Iteration 70Q: 3 clusters Score -8495817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8495826.000000 Penalty: 5322.495605
	Iteration 71Q: 3 clusters Score -8495826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8495816.000000 Penalty: 5322.495605
	Iteration 72Q: 3 clusters Score -8495816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8495810.000000 Penalty: 5322.495605
	Iteration 73Q: 3 clusters Score -8495810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8495799.000000 Penalty: 5322.495605
	Iteration 74Q: 3 clusters Score -8495799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8495790.000000 Penalty: 5322.495605
	Iteration 75Q: 3 clusters Score -8495790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8495787.000000 Penalty: 5322.495605
	Iteration 76Q: 3 clusters Score -8495787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8495776.000000 Penalty: 5322.495605
	Iteration 77Q: 3 clusters Score -8495776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -8495774.000000 Penalty: 5322.495605
	Iteration 78Q: 3 clusters Score -8495774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8495784.000000 Penalty: 5322.495605
	Iteration 79Q: 3 clusters Score -8495784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8495778.000000 Penalty: 5322.495605
	Iteration 80F: 3 clusters Score -8495778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8495778.000000 Penalty: 5322.495605
	Iteration 81Q: 3 clusters Score -8495778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8495769.000000 Penalty: 5322.495605
	Iteration 82Q: 3 clusters Score -8495769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8495763.000000 Penalty: 5322.495605
	Iteration 83Q: 3 clusters Score -8495763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8495766.000000 Penalty: 5322.495605
	Iteration 84Q: 3 clusters Score -8495766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8495753.000000 Penalty: 5322.495605
	Iteration 85Q: 3 clusters Score -8495753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8495752.000000 Penalty: 5322.495605
	Iteration 86Q: 3 clusters Score -8495752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8495745.000000 Penalty: 5322.495605
	Iteration 87Q: 3 clusters Score -8495745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8495753.000000 Penalty: 5322.495605
	Iteration 88Q: 3 clusters Score -8495753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8495743.000000 Penalty: 5322.495605
	Iteration 89Q: 3 clusters Score -8495743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8495742.000000 Penalty: 5322.495605
	Iteration 90Q: 3 clusters Score -8495742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8495734.000000 Penalty: 5322.495605
	Iteration 91Q: 3 clusters Score -8495734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8495743.000000 Penalty: 5322.495605
	Iteration 92Q: 3 clusters Score -8495743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8495741.000000 Penalty: 5322.495605
	Iteration 93Q: 3 clusters Score -8495741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8495740.000000 Penalty: 5322.495605
	Iteration 94Q: 3 clusters Score -8495740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8495736.000000 Penalty: 5322.495605
	Iteration 95Q: 3 clusters Score -8495736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8495732.000000 Penalty: 5322.495605
	Iteration 96Q: 3 clusters Score -8495732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8495733.000000 Penalty: 5322.495605
	Iteration 97Q: 3 clusters Score -8495733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8495734.000000 Penalty: 5322.495605
	Iteration 98Q: 3 clusters Score -8495734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8495730.000000 Penalty: 5322.495605
	Iteration 99Q: 3 clusters Score -8495730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8495734.000000 Penalty: 5322.495605
	Iteration 100F: 3 clusters Score -8495734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8495740.000000 Penalty: 5322.495605
	Iteration 101Q: 3 clusters Score -8495740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8495739.000000 Penalty: 5322.495605
	Iteration 102Q: 3 clusters Score -8495739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8495741.000000 Penalty: 5322.495605
	Iteration 103Q: 3 clusters Score -8495741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8495737.000000 Penalty: 5322.495605
	Iteration 104Q: 3 clusters Score -8495737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8495743.000000 Penalty: 5322.495605
	Iteration 105Q: 3 clusters Score -8495743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8495739.000000 Penalty: 5322.495605
	Iteration 106Q: 3 clusters Score -8495739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8495742.000000 Penalty: 5322.495605
	Iteration 107Q: 3 clusters Score -8495742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8495731.000000 Penalty: 5322.495605
	Iteration 108Q: 3 clusters Score -8495731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8495731.000000 Penalty: 5322.495605
	Iteration 109F: 3 clusters Score -8495731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41271 members 
Mstep: Class 3 contains 1105 members 
Mstep: Class 4 contains 51403 members 
Mstep: Class 5 contains 25967 members 
Mstep: Class 6 contains 45007 members 
Mstep: Class 7 contains 42118 members 
Mstep: Class 8 contains 515 members 
Mstep: Class 9 contains 51786 members 
Mstep: Class 10 contains 3791 members 
Mstep: Class 11 contains 9489 members 
Mstep: Class 12 contains 47021 members 
Mstep: Class 13 contains 45234 members 
Mstep: Class 14 contains 49258 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 16 contains 50955 members 
Mstep: Class 17 contains 42826 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 45314 members 
Mstep: Class 20 contains 46409 members 
Mstep: Class 21 contains 1565 members 
Mstep: Class 22 contains 47002 members 
Mstep: Class 23 contains 623 members 
Mstep: Class 24 contains 45745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3261.974121 but Gain 3337.335938
Score: -126916896.000000 Penalty: 80096.007812
Iteration 119Q: 25 clusters Score -1.269169e+08 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41418 members 
Mstep: Class 3 contains 1108 members 
Mstep: Class 4 contains 51362 members 
Mstep: Class 5 contains 26198 members 
Mstep: Class 6 contains 44981 members 
Mstep: Class 7 contains 42077 members 
Mstep: Class 8 contains 568 members 
Mstep: Class 9 contains 51709 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 9464 members 
Mstep: Class 12 contains 46991 members 
Mstep: Class 13 contains 45205 members 
Mstep: Class 14 contains 49205 members 
Mstep: Class 16 contains 51053 members 
Mstep: Class 17 contains 42793 members 
Mstep: Class 18 contains 3304 members 
Mstep: Class 19 contains 45311 members 
Mstep: Class 20 contains 46412 members 
Mstep: Class 21 contains 1571 members 
Mstep: Class 22 contains 46970 members 
Mstep: Class 23 contains 859 members 
Mstep: Class 24 contains 45710 members 
Mstep: Class 25 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918152.000000 Penalty: 80096.007812
Iteration 120F: 25 clusters Score -1.269182e+08 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41549 members 
Mstep: Class 3 contains 1097 members 
Mstep: Class 4 contains 51325 members 
Mstep: Class 5 contains 26425 members 
Mstep: Class 6 contains 44952 members 
Mstep: Class 7 contains 42027 members 
Mstep: Class 8 contains 542 members 
Mstep: Class 9 contains 51652 members 
Mstep: Class 10 contains 3672 members 
Mstep: Class 11 contains 9450 members 
Mstep: Class 12 contains 46981 members 
Mstep: Class 13 contains 45188 members 
Mstep: Class 14 contains 49191 members 
Mstep: Class 16 contains 51092 members 
Mstep: Class 17 contains 42733 members 
Mstep: Class 18 contains 3296 members 
Mstep: Class 19 contains 45267 members 
Mstep: Class 20 contains 46431 members 
Mstep: Class 21 contains 1548 members 
Mstep: Class 22 contains 46960 members 
Mstep: Class 23 contains 864 members 
Mstep: Class 24 contains 45687 members 
Mstep: Class 25 contains 504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918656.000000 Penalty: 80096.007812
Iteration 121Q: 25 clusters Score -1.269187e+08 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41668 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 51267 members 
Mstep: Class 5 contains 26625 members 
Mstep: Class 6 contains 44911 members 
Mstep: Class 7 contains 41960 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 51584 members 
Mstep: Class 10 contains 3620 members 
Mstep: Class 11 contains 9436 members 
Mstep: Class 12 contains 46975 members 
Mstep: Class 13 contains 45171 members 
Mstep: Class 14 contains 49140 members 
Mstep: Class 16 contains 51169 members 
Mstep: Class 17 contains 42694 members 
Mstep: Class 18 contains 3295 members 
Mstep: Class 19 contains 45233 members 
Mstep: Class 20 contains 46479 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 46979 members 
Mstep: Class 23 contains 879 members 
Mstep: Class 24 contains 45674 members 
Mstep: Class 25 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919264.000000 Penalty: 80096.007812
Iteration 122Q: 25 clusters Score -1.269193e+08 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41768 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 51229 members 
Mstep: Class 5 contains 26798 members 
Mstep: Class 6 contains 44865 members 
Mstep: Class 7 contains 41905 members 
Mstep: Class 8 contains 523 members 
Mstep: Class 9 contains 51495 members 
Mstep: Class 10 contains 3560 members 
Mstep: Class 11 contains 9425 members 
Mstep: Class 12 contains 47019 members 
Mstep: Class 13 contains 45166 members 
Mstep: Class 14 contains 49122 members 
Mstep: Class 16 contains 51196 members 
Mstep: Class 17 contains 42684 members 
Mstep: Class 18 contains 3293 members 
Mstep: Class 19 contains 45203 members 
Mstep: Class 20 contains 46485 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 46976 members 
Mstep: Class 23 contains 883 members 
Mstep: Class 24 contains 45691 members 
Mstep: Class 25 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919520.000000 Penalty: 80096.007812
Iteration 123Q: 25 clusters Score -1.269195e+08 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41846 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51190 members 
Mstep: Class 5 contains 27016 members 
Mstep: Class 6 contains 44861 members 
Mstep: Class 7 contains 41854 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 51453 members 
Mstep: Class 10 contains 3511 members 
Mstep: Class 11 contains 9425 members 
Mstep: Class 12 contains 47011 members 
Mstep: Class 13 contains 45148 members 
Mstep: Class 14 contains 49085 members 
Mstep: Class 16 contains 51221 members 
Mstep: Class 17 contains 42646 members 
Mstep: Class 18 contains 3293 members 
Mstep: Class 19 contains 45125 members 
Mstep: Class 20 contains 46487 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 46968 members 
Mstep: Class 23 contains 885 members 
Mstep: Class 24 contains 45741 members 
Mstep: Class 25 contains 524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919560.000000 Penalty: 80096.007812
Iteration 124Q: 25 clusters Score -1.269196e+08 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41903 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 51106 members 
Mstep: Class 5 contains 27237 members 
Mstep: Class 6 contains 44868 members 
Mstep: Class 7 contains 41805 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 51392 members 
Mstep: Class 10 contains 3462 members 
Mstep: Class 11 contains 9421 members 
Mstep: Class 12 contains 47012 members 
Mstep: Class 13 contains 45124 members 
Mstep: Class 14 contains 49060 members 
Mstep: Class 16 contains 51273 members 
Mstep: Class 17 contains 42597 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 19 contains 45049 members 
Mstep: Class 20 contains 46494 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 46953 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 45830 members 
Mstep: Class 25 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919888.000000 Penalty: 80096.007812
Iteration 125Q: 25 clusters Score -1.269199e+08 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41919 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 51024 members 
Mstep: Class 5 contains 27468 members 
Mstep: Class 6 contains 44869 members 
Mstep: Class 7 contains 41767 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 51351 members 
Mstep: Class 10 contains 3404 members 
Mstep: Class 11 contains 9420 members 
Mstep: Class 12 contains 47103 members 
Mstep: Class 13 contains 45103 members 
Mstep: Class 14 contains 49022 members 
Mstep: Class 16 contains 51318 members 
Mstep: Class 17 contains 42551 members 
Mstep: Class 18 contains 3295 members 
Mstep: Class 19 contains 44978 members 
Mstep: Class 20 contains 46473 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 46951 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 45863 members 
Mstep: Class 25 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919672.000000 Penalty: 80096.007812
Iteration 126Q: 25 clusters Score -1.269197e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41954 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 50984 members 
Mstep: Class 5 contains 27686 members 
Mstep: Class 6 contains 44839 members 
Mstep: Class 7 contains 41708 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 51283 members 
Mstep: Class 10 contains 3356 members 
Mstep: Class 11 contains 9416 members 
Mstep: Class 12 contains 47141 members 
Mstep: Class 13 contains 45085 members 
Mstep: Class 14 contains 49029 members 
Mstep: Class 16 contains 51368 members 
Mstep: Class 17 contains 42478 members 
Mstep: Class 18 contains 3295 members 
Mstep: Class 19 contains 44948 members 
Mstep: Class 20 contains 46483 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 46957 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 45869 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919632.000000 Penalty: 80096.007812
Iteration 127Q: 25 clusters Score -1.269196e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41942 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 50923 members 
Mstep: Class 5 contains 27889 members 
Mstep: Class 6 contains 44836 members 
Mstep: Class 7 contains 41654 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 51224 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 9398 members 
Mstep: Class 12 contains 47202 members 
Mstep: Class 13 contains 45064 members 
Mstep: Class 14 contains 49037 members 
Mstep: Class 16 contains 51433 members 
Mstep: Class 17 contains 42401 members 
Mstep: Class 18 contains 3294 members 
Mstep: Class 19 contains 44937 members 
Mstep: Class 20 contains 46474 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 46977 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 45865 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919408.000000 Penalty: 80096.007812
Iteration 128Q: 25 clusters Score -1.269194e+08 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41926 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50852 members 
Mstep: Class 5 contains 28090 members 
Mstep: Class 6 contains 44820 members 
Mstep: Class 7 contains 41569 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 51188 members 
Mstep: Class 10 contains 3306 members 
Mstep: Class 11 contains 9392 members 
Mstep: Class 12 contains 47305 members 
Mstep: Class 13 contains 45038 members 
Mstep: Class 14 contains 49058 members 
Mstep: Class 16 contains 51482 members 
Mstep: Class 17 contains 42303 members 
Mstep: Class 18 contains 3293 members 
Mstep: Class 19 contains 44925 members 
Mstep: Class 20 contains 46483 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 46996 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 45855 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919648.000000 Penalty: 80096.007812
Iteration 129Q: 25 clusters Score -1.269196e+08 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41899 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50784 members 
Mstep: Class 5 contains 28302 members 
Mstep: Class 6 contains 44792 members 
Mstep: Class 7 contains 41506 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 51160 members 
Mstep: Class 10 contains 3288 members 
Mstep: Class 11 contains 9390 members 
Mstep: Class 12 contains 47337 members 
Mstep: Class 13 contains 44996 members 
Mstep: Class 14 contains 49082 members 
Mstep: Class 16 contains 51547 members 
Mstep: Class 17 contains 42203 members 
Mstep: Class 18 contains 3293 members 
Mstep: Class 19 contains 44922 members 
Mstep: Class 20 contains 46490 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 47004 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 45886 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919616.000000 Penalty: 80096.007812
Iteration 130Q: 25 clusters Score -1.269196e+08 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41881 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50740 members 
Mstep: Class 5 contains 28516 members 
Mstep: Class 6 contains 44770 members 
Mstep: Class 7 contains 41465 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 51097 members 
Mstep: Class 10 contains 3272 members 
Mstep: Class 11 contains 9376 members 
Mstep: Class 12 contains 47342 members 
Mstep: Class 13 contains 44970 members 
Mstep: Class 14 contains 49118 members 
Mstep: Class 16 contains 51609 members 
Mstep: Class 17 contains 42064 members 
Mstep: Class 18 contains 3293 members 
Mstep: Class 19 contains 44926 members 
Mstep: Class 20 contains 46517 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 46993 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 45932 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919640.000000 Penalty: 80096.007812
Iteration 131Q: 25 clusters Score -1.269196e+08 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41871 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 50657 members 
Mstep: Class 5 contains 28770 members 
Mstep: Class 6 contains 44752 members 
Mstep: Class 7 contains 41453 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 51038 members 
Mstep: Class 10 contains 3261 members 
Mstep: Class 11 contains 9365 members 
Mstep: Class 12 contains 47322 members 
Mstep: Class 13 contains 44942 members 
Mstep: Class 14 contains 49149 members 
Mstep: Class 16 contains 51689 members 
Mstep: Class 17 contains 41922 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 19 contains 44913 members 
Mstep: Class 20 contains 46540 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 46990 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 45953 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919848.000000 Penalty: 80096.007812
Iteration 132Q: 25 clusters Score -1.269198e+08 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41880 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50633 members 
Mstep: Class 5 contains 29005 members 
Mstep: Class 6 contains 44742 members 
Mstep: Class 7 contains 41413 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50960 members 
Mstep: Class 10 contains 3246 members 
Mstep: Class 11 contains 9358 members 
Mstep: Class 12 contains 47298 members 
Mstep: Class 13 contains 44934 members 
Mstep: Class 14 contains 49150 members 
Mstep: Class 16 contains 51764 members 
Mstep: Class 17 contains 41827 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 19 contains 44941 members 
Mstep: Class 20 contains 46564 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 46978 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 45896 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920088.000000 Penalty: 80096.007812
Iteration 133Q: 25 clusters Score -1.269201e+08 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41871 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 50610 members 
Mstep: Class 5 contains 29248 members 
Mstep: Class 6 contains 44730 members 
Mstep: Class 7 contains 41373 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50921 members 
Mstep: Class 10 contains 3233 members 
Mstep: Class 11 contains 9351 members 
Mstep: Class 12 contains 47256 members 
Mstep: Class 13 contains 44934 members 
Mstep: Class 14 contains 49125 members 
Mstep: Class 16 contains 51841 members 
Mstep: Class 17 contains 41752 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 44881 members 
Mstep: Class 20 contains 46571 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 46994 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 45900 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920344.000000 Penalty: 80096.007812
Iteration 134Q: 25 clusters Score -1.269203e+08 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41837 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 50578 members 
Mstep: Class 5 contains 29478 members 
Mstep: Class 6 contains 44681 members 
Mstep: Class 7 contains 41354 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50812 members 
Mstep: Class 10 contains 3219 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 47277 members 
Mstep: Class 13 contains 44936 members 
Mstep: Class 14 contains 49129 members 
Mstep: Class 16 contains 51930 members 
Mstep: Class 17 contains 41699 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 44843 members 
Mstep: Class 20 contains 46559 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 46980 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 45947 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920432.000000 Penalty: 80096.007812
Iteration 135Q: 25 clusters Score -1.269204e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41782 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 50577 members 
Mstep: Class 5 contains 29682 members 
Mstep: Class 6 contains 44664 members 
Mstep: Class 7 contains 41355 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50714 members 
Mstep: Class 10 contains 3210 members 
Mstep: Class 11 contains 9322 members 
Mstep: Class 12 contains 47291 members 
Mstep: Class 13 contains 44926 members 
Mstep: Class 14 contains 49082 members 
Mstep: Class 16 contains 51989 members 
Mstep: Class 17 contains 41623 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 44837 members 
Mstep: Class 20 contains 46545 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 47003 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 45990 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920000.000000 Penalty: 80096.007812
Iteration 136Q: 25 clusters Score -1.2692e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41774 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 50567 members 
Mstep: Class 5 contains 29923 members 
Mstep: Class 6 contains 44656 members 
Mstep: Class 7 contains 41335 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50589 members 
Mstep: Class 10 contains 3199 members 
Mstep: Class 11 contains 9319 members 
Mstep: Class 12 contains 47282 members 
Mstep: Class 13 contains 44910 members 
Mstep: Class 14 contains 49040 members 
Mstep: Class 16 contains 52038 members 
Mstep: Class 17 contains 41560 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 44822 members 
Mstep: Class 20 contains 46564 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 46992 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 46022 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920120.000000 Penalty: 80096.007812
Iteration 137Q: 25 clusters Score -1.269201e+08 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41793 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 50552 members 
Mstep: Class 5 contains 30161 members 
Mstep: Class 6 contains 44647 members 
Mstep: Class 7 contains 41303 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50444 members 
Mstep: Class 10 contains 3191 members 
Mstep: Class 11 contains 9309 members 
Mstep: Class 12 contains 47270 members 
Mstep: Class 13 contains 44890 members 
Mstep: Class 14 contains 49005 members 
Mstep: Class 16 contains 52072 members 
Mstep: Class 17 contains 41501 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 44848 members 
Mstep: Class 20 contains 46587 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 46999 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 46020 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920176.000000 Penalty: 80096.007812
Iteration 138Q: 25 clusters Score -1.269202e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41782 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 50565 members 
Mstep: Class 5 contains 30369 members 
Mstep: Class 6 contains 44651 members 
Mstep: Class 7 contains 41283 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50332 members 
Mstep: Class 10 contains 3187 members 
Mstep: Class 11 contains 9301 members 
Mstep: Class 12 contains 47284 members 
Mstep: Class 13 contains 44882 members 
Mstep: Class 14 contains 48987 members 
Mstep: Class 16 contains 52076 members 
Mstep: Class 17 contains 41443 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 44831 members 
Mstep: Class 20 contains 46590 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 46997 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 46032 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919768.000000 Penalty: 80096.007812
Iteration 139Q: 25 clusters Score -1.269198e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41773 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 50612 members 
Mstep: Class 5 contains 30599 members 
Mstep: Class 6 contains 44662 members 
Mstep: Class 7 contains 41295 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50256 members 
Mstep: Class 10 contains 3187 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 47274 members 
Mstep: Class 13 contains 44875 members 
Mstep: Class 14 contains 48925 members 
Mstep: Class 16 contains 52078 members 
Mstep: Class 17 contains 41356 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 44807 members 
Mstep: Class 20 contains 46609 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 46976 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 46015 members 
Mstep: Class 25 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919720.000000 Penalty: 80096.007812
Iteration 140F: 25 clusters Score -1.269197e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41758 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 50642 members 
Mstep: Class 5 contains 30834 members 
Mstep: Class 6 contains 44637 members 
Mstep: Class 7 contains 41296 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 50142 members 
Mstep: Class 10 contains 3183 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 47263 members 
Mstep: Class 13 contains 44871 members 
Mstep: Class 14 contains 48874 members 
Mstep: Class 16 contains 52115 members 
Mstep: Class 17 contains 41269 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 44793 members 
Mstep: Class 20 contains 46615 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 46944 members 
Mstep: Class 23 contains 882 members 
Mstep: Class 24 contains 46070 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919792.000000 Penalty: 80096.007812
Iteration 141Q: 25 clusters Score -1.269198e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41733 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 50717 members 
Mstep: Class 5 contains 31096 members 
Mstep: Class 6 contains 44625 members 
Mstep: Class 7 contains 41298 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 50057 members 
Mstep: Class 10 contains 3171 members 
Mstep: Class 11 contains 9283 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 44857 members 
Mstep: Class 14 contains 48873 members 
Mstep: Class 16 contains 52101 members 
Mstep: Class 17 contains 41171 members 
Mstep: Class 18 contains 3290 members 
Mstep: Class 19 contains 44743 members 
Mstep: Class 20 contains 46601 members 
Mstep: Class 21 contains 1536 members 
Mstep: Class 22 contains 46934 members 
Mstep: Class 23 contains 881 members 
Mstep: Class 24 contains 46085 members 
Mstep: Class 25 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919880.000000 Penalty: 80096.007812
Iteration 142Q: 25 clusters Score -1.269199e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41746 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 50751 members 
Mstep: Class 5 contains 31333 members 
Mstep: Class 6 contains 44641 members 
Mstep: Class 7 contains 41268 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 49927 members 
Mstep: Class 10 contains 3159 members 
Mstep: Class 11 contains 9282 members 
Mstep: Class 12 contains 47201 members 
Mstep: Class 13 contains 44858 members 
Mstep: Class 14 contains 48836 members 
Mstep: Class 16 contains 52133 members 
Mstep: Class 17 contains 41072 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 44731 members 
Mstep: Class 20 contains 46597 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 46967 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 46090 members 
Mstep: Class 25 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919928.000000 Penalty: 80096.007812
Iteration 143Q: 25 clusters Score -1.269199e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41766 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50796 members 
Mstep: Class 5 contains 31573 members 
Mstep: Class 6 contains 44659 members 
Mstep: Class 7 contains 41251 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 49791 members 
Mstep: Class 10 contains 3155 members 
Mstep: Class 11 contains 9272 members 
Mstep: Class 12 contains 47180 members 
Mstep: Class 13 contains 44853 members 
Mstep: Class 14 contains 48817 members 
Mstep: Class 16 contains 52124 members 
Mstep: Class 17 contains 40997 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 44700 members 
Mstep: Class 20 contains 46609 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 46962 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 46086 members 
Mstep: Class 25 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919656.000000 Penalty: 80096.007812
Iteration 144Q: 25 clusters Score -1.269197e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41764 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50835 members 
Mstep: Class 5 contains 31810 members 
Mstep: Class 6 contains 44597 members 
Mstep: Class 7 contains 41248 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 49680 members 
Mstep: Class 10 contains 3149 members 
Mstep: Class 11 contains 9271 members 
Mstep: Class 12 contains 47175 members 
Mstep: Class 13 contains 44862 members 
Mstep: Class 14 contains 48844 members 
Mstep: Class 16 contains 52118 members 
Mstep: Class 17 contains 40921 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 44680 members 
Mstep: Class 20 contains 46635 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 46933 members 
Mstep: Class 23 contains 877 members 
Mstep: Class 24 contains 46069 members 
Mstep: Class 25 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919888.000000 Penalty: 80096.007812
Iteration 145Q: 25 clusters Score -1.269199e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41734 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50867 members 
Mstep: Class 5 contains 32043 members 
Mstep: Class 6 contains 44561 members 
Mstep: Class 7 contains 41250 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 49607 members 
Mstep: Class 10 contains 3141 members 
Mstep: Class 11 contains 9274 members 
Mstep: Class 12 contains 47204 members 
Mstep: Class 13 contains 44853 members 
Mstep: Class 14 contains 48836 members 
Mstep: Class 16 contains 52074 members 
Mstep: Class 17 contains 40804 members 
Mstep: Class 18 contains 3289 members 
Mstep: Class 19 contains 44681 members 
Mstep: Class 20 contains 46636 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 46929 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46098 members 
Mstep: Class 25 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920048.000000 Penalty: 80096.007812
Iteration 146Q: 25 clusters Score -1.2692e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41696 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50908 members 
Mstep: Class 5 contains 32263 members 
Mstep: Class 6 contains 44567 members 
Mstep: Class 7 contains 41240 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 49510 members 
Mstep: Class 10 contains 3137 members 
Mstep: Class 11 contains 9277 members 
Mstep: Class 12 contains 47250 members 
Mstep: Class 13 contains 44858 members 
Mstep: Class 14 contains 48849 members 
Mstep: Class 16 contains 52045 members 
Mstep: Class 17 contains 40692 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 44640 members 
Mstep: Class 20 contains 46626 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 46903 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46132 members 
Mstep: Class 25 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920240.000000 Penalty: 80096.007812
Iteration 147Q: 25 clusters Score -1.269202e+08 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41656 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50974 members 
Mstep: Class 5 contains 32512 members 
Mstep: Class 6 contains 44532 members 
Mstep: Class 7 contains 41230 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 49412 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 9272 members 
Mstep: Class 12 contains 47239 members 
Mstep: Class 13 contains 44843 members 
Mstep: Class 14 contains 48846 members 
Mstep: Class 16 contains 52103 members 
Mstep: Class 17 contains 40576 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 44621 members 
Mstep: Class 20 contains 46627 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 46887 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46131 members 
Mstep: Class 25 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920208.000000 Penalty: 80096.007812
Iteration 148Q: 25 clusters Score -1.269202e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41639 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 51016 members 
Mstep: Class 5 contains 32735 members 
Mstep: Class 6 contains 44499 members 
Mstep: Class 7 contains 41222 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 49349 members 
Mstep: Class 10 contains 3125 members 
Mstep: Class 11 contains 9269 members 
Mstep: Class 12 contains 47282 members 
Mstep: Class 13 contains 44830 members 
Mstep: Class 14 contains 48837 members 
Mstep: Class 16 contains 52109 members 
Mstep: Class 17 contains 40479 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 44620 members 
Mstep: Class 20 contains 46617 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 46897 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46068 members 
Mstep: Class 25 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920344.000000 Penalty: 80096.007812
Iteration 149Q: 25 clusters Score -1.269203e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41652 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 51133 members 
Mstep: Class 5 contains 32949 members 
Mstep: Class 6 contains 44469 members 
Mstep: Class 7 contains 41229 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 49262 members 
Mstep: Class 10 contains 3121 members 
Mstep: Class 11 contains 9266 members 
Mstep: Class 12 contains 47287 members 
Mstep: Class 13 contains 44819 members 
Mstep: Class 14 contains 48861 members 
Mstep: Class 16 contains 52037 members 
Mstep: Class 17 contains 40355 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 44614 members 
Mstep: Class 20 contains 46588 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 46899 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46053 members 
Mstep: Class 25 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920432.000000 Penalty: 80096.007812
Iteration 150Q: 25 clusters Score -1.269204e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41643 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51226 members 
Mstep: Class 5 contains 33165 members 
Mstep: Class 6 contains 44424 members 
Mstep: Class 7 contains 41208 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 49169 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 9262 members 
Mstep: Class 12 contains 47309 members 
Mstep: Class 13 contains 44805 members 
Mstep: Class 14 contains 48870 members 
Mstep: Class 16 contains 52035 members 
Mstep: Class 17 contains 40252 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 44610 members 
Mstep: Class 20 contains 46566 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 46901 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46029 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920496.000000 Penalty: 80096.007812
Iteration 151Q: 25 clusters Score -1.269205e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41607 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51287 members 
Mstep: Class 5 contains 33406 members 
Mstep: Class 6 contains 44394 members 
Mstep: Class 7 contains 41186 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 49112 members 
Mstep: Class 10 contains 3124 members 
Mstep: Class 11 contains 9252 members 
Mstep: Class 12 contains 47348 members 
Mstep: Class 13 contains 44794 members 
Mstep: Class 14 contains 48893 members 
Mstep: Class 16 contains 51970 members 
Mstep: Class 17 contains 40127 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 44576 members 
Mstep: Class 20 contains 46561 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 46920 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46039 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920432.000000 Penalty: 80096.007812
Iteration 152Q: 25 clusters Score -1.269204e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41583 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 51321 members 
Mstep: Class 5 contains 33637 members 
Mstep: Class 6 contains 44374 members 
Mstep: Class 7 contains 41185 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 49077 members 
Mstep: Class 10 contains 3123 members 
Mstep: Class 11 contains 9244 members 
Mstep: Class 12 contains 47379 members 
Mstep: Class 13 contains 44773 members 
Mstep: Class 14 contains 48834 members 
Mstep: Class 16 contains 51934 members 
Mstep: Class 17 contains 39998 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 44561 members 
Mstep: Class 20 contains 46540 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 46954 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46081 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920112.000000 Penalty: 80096.007812
Iteration 153Q: 25 clusters Score -1.269201e+08 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41554 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 51342 members 
Mstep: Class 5 contains 33895 members 
Mstep: Class 6 contains 44344 members 
Mstep: Class 7 contains 41176 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 49069 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 11 contains 9242 members 
Mstep: Class 12 contains 47378 members 
Mstep: Class 13 contains 44762 members 
Mstep: Class 14 contains 48784 members 
Mstep: Class 16 contains 51920 members 
Mstep: Class 17 contains 39862 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 44560 members 
Mstep: Class 20 contains 46511 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 46966 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46114 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920264.000000 Penalty: 80096.007812
Iteration 154Q: 25 clusters Score -1.269203e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41517 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51342 members 
Mstep: Class 5 contains 34172 members 
Mstep: Class 6 contains 44317 members 
Mstep: Class 7 contains 41162 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 49050 members 
Mstep: Class 10 contains 3112 members 
Mstep: Class 11 contains 9242 members 
Mstep: Class 12 contains 47388 members 
Mstep: Class 13 contains 44770 members 
Mstep: Class 14 contains 48702 members 
Mstep: Class 16 contains 51865 members 
Mstep: Class 17 contains 39751 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 44568 members 
Mstep: Class 20 contains 46499 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 46997 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46143 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920248.000000 Penalty: 80096.007812
Iteration 155Q: 25 clusters Score -1.269202e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41508 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51298 members 
Mstep: Class 5 contains 34438 members 
Mstep: Class 6 contains 44329 members 
Mstep: Class 7 contains 41143 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 49023 members 
Mstep: Class 10 contains 3102 members 
Mstep: Class 11 contains 9234 members 
Mstep: Class 12 contains 47380 members 
Mstep: Class 13 contains 44766 members 
Mstep: Class 14 contains 48613 members 
Mstep: Class 16 contains 51889 members 
Mstep: Class 17 contains 39664 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44546 members 
Mstep: Class 20 contains 46495 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 47035 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46135 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920200.000000 Penalty: 80096.007812
Iteration 156Q: 25 clusters Score -1.269202e+08 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41508 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51268 members 
Mstep: Class 5 contains 34739 members 
Mstep: Class 6 contains 44330 members 
Mstep: Class 7 contains 41120 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 48965 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 9236 members 
Mstep: Class 12 contains 47416 members 
Mstep: Class 13 contains 44770 members 
Mstep: Class 14 contains 48528 members 
Mstep: Class 16 contains 51901 members 
Mstep: Class 17 contains 39538 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44549 members 
Mstep: Class 20 contains 46472 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 47039 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46128 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920344.000000 Penalty: 80096.007812
Iteration 157Q: 25 clusters Score -1.269203e+08 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41500 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51265 members 
Mstep: Class 5 contains 35030 members 
Mstep: Class 6 contains 44326 members 
Mstep: Class 7 contains 41105 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 48946 members 
Mstep: Class 10 contains 3082 members 
Mstep: Class 11 contains 9228 members 
Mstep: Class 12 contains 47427 members 
Mstep: Class 13 contains 44782 members 
Mstep: Class 14 contains 48441 members 
Mstep: Class 16 contains 51880 members 
Mstep: Class 17 contains 39418 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44566 members 
Mstep: Class 20 contains 46450 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 47053 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46099 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920304.000000 Penalty: 80096.007812
Iteration 158Q: 25 clusters Score -1.269203e+08 nChanged 2177
Entering ConstructFrom: 
Score: -126920304.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -21693.976562 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -21693.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20653.505859 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -20653.51 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20824.798828 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -20824.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -20852.750000 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -20852.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20871.992188 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -20871.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20888.095703 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -20888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20902.853516 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -20902.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -20918.871094 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -20918.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -20924.033203 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -20924.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -20926.458984 Penalty: 2767.546143
	Iteration 8F: 3 clusters Score -20926.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20937.966797 Penalty: 2767.546143
	Iteration 9Q: 3 clusters Score -20937.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -20958.898438 Penalty: 2767.546143
	Iteration 10Q: 3 clusters Score -20958.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20965.468750 Penalty: 2767.546143
	Iteration 11Q: 3 clusters Score -20965.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20965.468750 Penalty: 2767.546143
	Iteration 12F: 3 clusters Score -20965.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Entering Unmasked Estep 
Score: -7656743.500000 Penalty: 2637.113281
	Iteration 0F: 2 clusters Score -7656744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -7628739.000000 Penalty: 5274.226562
	Iteration 0F: 3 clusters Score -7628739 nChanged 19118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -7639272.000000 Penalty: 5274.226562
	Iteration 1F: 3 clusters Score -7639272 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -7639773.500000 Penalty: 5274.226562
	Iteration 2Q: 3 clusters Score -7639774 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -7640349.500000 Penalty: 5274.226562
	Iteration 3Q: 3 clusters Score -7640350 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -7641040.000000 Penalty: 5274.226562
	Iteration 4Q: 3 clusters Score -7641040 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -7642145.000000 Penalty: 5274.226562
	Iteration 5Q: 3 clusters Score -7642145 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -7643916.500000 Penalty: 5274.226562
	Iteration 6F: 3 clusters Score -7643916 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -7646373.500000 Penalty: 5274.226562
	Iteration 7F: 3 clusters Score -7646374 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -7649064.500000 Penalty: 5274.226562
	Iteration 8F: 3 clusters Score -7649064 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -7651528.500000 Penalty: 5274.226562
	Iteration 9F: 3 clusters Score -7651528 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -7653207.000000 Penalty: 5274.226562
	Iteration 10Q: 3 clusters Score -7653207 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -7654005.000000 Penalty: 5274.226562
	Iteration 11Q: 3 clusters Score -7654005 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -7654508.000000 Penalty: 5274.226562
	Iteration 12Q: 3 clusters Score -7654508 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -7654840.000000 Penalty: 5274.226562
	Iteration 13Q: 3 clusters Score -7654840 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -7655032.500000 Penalty: 5274.226562
	Iteration 14Q: 3 clusters Score -7655032 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -7655187.000000 Penalty: 5274.226562
	Iteration 15Q: 3 clusters Score -7655187 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -7655318.500000 Penalty: 5274.226562
	Iteration 16Q: 3 clusters Score -7655318 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -7655403.000000 Penalty: 5274.226562
	Iteration 17Q: 3 clusters Score -7655403 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -7655483.000000 Penalty: 5274.226562
	Iteration 18Q: 3 clusters Score -7655483 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -7655525.000000 Penalty: 5274.226562
	Iteration 19Q: 3 clusters Score -7655525 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -7655568.000000 Penalty: 5274.226562
	Iteration 20F: 3 clusters Score -7655568 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -7655583.500000 Penalty: 5274.226562
	Iteration 21Q: 3 clusters Score -7655584 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -7655589.000000 Penalty: 5274.226562
	Iteration 22Q: 3 clusters Score -7655589 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -7655604.500000 Penalty: 5274.226562
	Iteration 23Q: 3 clusters Score -7655604 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -7655615.500000 Penalty: 5274.226562
	Iteration 24Q: 3 clusters Score -7655616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -7655609.500000 Penalty: 5274.226562
	Iteration 25Q: 3 clusters Score -7655610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -7655600.500000 Penalty: 5274.226562
	Iteration 26Q: 3 clusters Score -7655600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -7655621.500000 Penalty: 5274.226562
	Iteration 27Q: 3 clusters Score -7655622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -7655637.500000 Penalty: 5274.226562
	Iteration 28Q: 3 clusters Score -7655638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -7655670.000000 Penalty: 5274.226562
	Iteration 29Q: 3 clusters Score -7655670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -7655684.500000 Penalty: 5274.226562
	Iteration 30Q: 3 clusters Score -7655684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -7655683.500000 Penalty: 5274.226562
	Iteration 31Q: 3 clusters Score -7655684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -7655696.500000 Penalty: 5274.226562
	Iteration 32Q: 3 clusters Score -7655696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -7655700.500000 Penalty: 5274.226562
	Iteration 33Q: 3 clusters Score -7655700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -7655694.500000 Penalty: 5274.226562
	Iteration 34Q: 3 clusters Score -7655694 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -7655710.500000 Penalty: 5274.226562
	Iteration 35Q: 3 clusters Score -7655710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -7655683.500000 Penalty: 5274.226562
	Iteration 36Q: 3 clusters Score -7655684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -7655680.500000 Penalty: 5274.226562
	Iteration 37Q: 3 clusters Score -7655680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -7655690.000000 Penalty: 5274.226562
	Iteration 38Q: 3 clusters Score -7655690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -7655691.500000 Penalty: 5274.226562
	Iteration 39Q: 3 clusters Score -7655692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -7655696.000000 Penalty: 5274.226562
	Iteration 40F: 3 clusters Score -7655696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -7655695.500000 Penalty: 5274.226562
	Iteration 41Q: 3 clusters Score -7655696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -7655690.500000 Penalty: 5274.226562
	Iteration 42Q: 3 clusters Score -7655690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -7655687.000000 Penalty: 5274.226562
	Iteration 43Q: 3 clusters Score -7655687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -7655689.000000 Penalty: 5274.226562
	Iteration 44Q: 3 clusters Score -7655689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -7655694.500000 Penalty: 5274.226562
	Iteration 45Q: 3 clusters Score -7655694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -7655697.000000 Penalty: 5274.226562
	Iteration 46Q: 3 clusters Score -7655697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -7655690.000000 Penalty: 5274.226562
	Iteration 47Q: 3 clusters Score -7655690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -7655688.500000 Penalty: 5274.226562
	Iteration 48Q: 3 clusters Score -7655688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -7655690.000000 Penalty: 5274.226562
	Iteration 49Q: 3 clusters Score -7655690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -7655697.500000 Penalty: 5274.226562
	Iteration 50Q: 3 clusters Score -7655698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -7655694.500000 Penalty: 5274.226562
	Iteration 51Q: 3 clusters Score -7655694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -7655694.500000 Penalty: 5274.226562
	Iteration 52F: 3 clusters Score -7655694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -188322.625000 Penalty: 1732.668457
	Iteration 0F: 2 clusters Score -188322.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -186371.171875 Penalty: 3465.336914
	Iteration 0F: 3 clusters Score -186371.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -186711.515625 Penalty: 3465.336914
	Iteration 1F: 3 clusters Score -186711.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -186891.843750 Penalty: 3465.336914
	Iteration 2F: 3 clusters Score -186891.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -187063.921875 Penalty: 3465.336914
	Iteration 3F: 3 clusters Score -187063.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -187245.187500 Penalty: 3465.336914
	Iteration 4F: 3 clusters Score -187245.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -187448.984375 Penalty: 3465.336914
	Iteration 5F: 3 clusters Score -187449 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -187682.828125 Penalty: 3465.336914
	Iteration 6F: 3 clusters Score -187682.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -187940.406250 Penalty: 3465.336914
	Iteration 7F: 3 clusters Score -187940.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -188124.343750 Penalty: 3465.336914
	Iteration 8Q: 3 clusters Score -188124.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -188307.859375 Penalty: 3465.336914
	Iteration 9Q: 3 clusters Score -188307.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -188376.984375 Penalty: 3465.336914
	Iteration 10Q: 3 clusters Score -188377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -188408.343750 Penalty: 3465.336914
	Iteration 11Q: 3 clusters Score -188408.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -188431.921875 Penalty: 3465.336914
	Iteration 12Q: 3 clusters Score -188431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -188447.500000 Penalty: 3465.336914
	Iteration 13Q: 3 clusters Score -188447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -188458.921875 Penalty: 3465.336914
	Iteration 14Q: 3 clusters Score -188458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -188459.515625 Penalty: 3465.336914
	Iteration 15Q: 3 clusters Score -188459.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -188461.046875 Penalty: 3465.336914
	Iteration 16Q: 3 clusters Score -188461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -188461.046875 Penalty: 3465.336914
	Iteration 17F: 3 clusters Score -188461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41503 members 
Mstep: Class 3 contains 861 members 
Mstep: Class 4 contains 51250 members 
Mstep: Class 5 contains 35331 members 
Mstep: Class 6 contains 44334 members 
Mstep: Class 7 contains 41099 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 48910 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 9229 members 
Mstep: Class 12 contains 47449 members 
Mstep: Class 13 contains 44784 members 
Mstep: Class 14 contains 48360 members 
Mstep: Class 15 contains 221 members 
Mstep: Class 16 contains 51813 members 
Mstep: Class 17 contains 39296 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44528 members 
Mstep: Class 20 contains 46454 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 47086 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46107 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
Score: -126919096.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126920304.000000 to -126919096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (51250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Entering Unmasked Estep 
Score: -9555580.000000 Penalty: 2689.428711
	Iteration 0F: 2 clusters Score -9555580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -9525678.000000 Penalty: 5378.857422
	Iteration 0F: 3 clusters Score -9525678 nChanged 23734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -9539104.000000 Penalty: 5378.857422
	Iteration 1F: 3 clusters Score -9539104 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -9539921.000000 Penalty: 5378.857422
	Iteration 2Q: 3 clusters Score -9539921 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -9540984.000000 Penalty: 5378.857422
	Iteration 3Q: 3 clusters Score -9540984 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -9542390.000000 Penalty: 5378.857422
	Iteration 4F: 3 clusters Score -9542390 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -9544344.000000 Penalty: 5378.857422
	Iteration 5F: 3 clusters Score -9544344 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -9546836.000000 Penalty: 5378.857422
	Iteration 6F: 3 clusters Score -9546836 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -9548930.000000 Penalty: 5378.857422
	Iteration 7F: 3 clusters Score -9548930 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -9550285.000000 Penalty: 5378.857422
	Iteration 8F: 3 clusters Score -9550285 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -9550843.000000 Penalty: 5378.857422
	Iteration 9Q: 3 clusters Score -9550843 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -9551016.000000 Penalty: 5378.857422
	Iteration 10Q: 3 clusters Score -9551016 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -9551091.000000 Penalty: 5378.857422
	Iteration 11Q: 3 clusters Score -9551091 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -9551184.000000 Penalty: 5378.857422
	Iteration 12Q: 3 clusters Score -9551184 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -9551258.000000 Penalty: 5378.857422
	Iteration 13Q: 3 clusters Score -9551258 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -9551355.000000 Penalty: 5378.857422
	Iteration 14Q: 3 clusters Score -9551355 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -9551424.000000 Penalty: 5378.857422
	Iteration 15Q: 3 clusters Score -9551424 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -9551499.000000 Penalty: 5378.857422
	Iteration 16Q: 3 clusters Score -9551499 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -9551574.000000 Penalty: 5378.857422
	Iteration 17Q: 3 clusters Score -9551574 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -9551732.000000 Penalty: 5378.857422
	Iteration 18Q: 3 clusters Score -9551732 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -9551903.000000 Penalty: 5378.857422
	Iteration 19Q: 3 clusters Score -9551903 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -9552083.000000 Penalty: 5378.857422
	Iteration 20F: 3 clusters Score -9552083 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -9552272.000000 Penalty: 5378.857422
	Iteration 21Q: 3 clusters Score -9552272 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -9552514.000000 Penalty: 5378.857422
	Iteration 22Q: 3 clusters Score -9552514 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -9552739.000000 Penalty: 5378.857422
	Iteration 23Q: 3 clusters Score -9552739 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -9553120.000000 Penalty: 5378.857422
	Iteration 24Q: 3 clusters Score -9553120 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -9553509.000000 Penalty: 5378.857422
	Iteration 25Q: 3 clusters Score -9553509 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -9553952.000000 Penalty: 5378.857422
	Iteration 26Q: 3 clusters Score -9553952 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -9554379.000000 Penalty: 5378.857422
	Iteration 27Q: 3 clusters Score -9554379 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -9554767.000000 Penalty: 5378.857422
	Iteration 28Q: 3 clusters Score -9554767 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -9555095.000000 Penalty: 5378.857422
	Iteration 29Q: 3 clusters Score -9555095 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -9555316.000000 Penalty: 5378.857422
	Iteration 30Q: 3 clusters Score -9555316 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -9555501.000000 Penalty: 5378.857422
	Iteration 31Q: 3 clusters Score -9555501 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -9555598.000000 Penalty: 5378.857422
	Iteration 32Q: 3 clusters Score -9555598 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -9555610.000000 Penalty: 5378.857422
	Iteration 33Q: 3 clusters Score -9555610 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -9555642.000000 Penalty: 5378.857422
	Iteration 34Q: 3 clusters Score -9555642 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -9555621.000000 Penalty: 5378.857422
	Iteration 35Q: 3 clusters Score -9555621 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -9555690.000000 Penalty: 5378.857422
	Iteration 36Q: 3 clusters Score -9555690 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -9555702.000000 Penalty: 5378.857422
	Iteration 37Q: 3 clusters Score -9555702 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -9555688.000000 Penalty: 5378.857422
	Iteration 38Q: 3 clusters Score -9555688 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -9555677.000000 Penalty: 5378.857422
	Iteration 39Q: 3 clusters Score -9555677 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -9555648.000000 Penalty: 5378.857422
	Iteration 40F: 3 clusters Score -9555648 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -9555645.000000 Penalty: 5378.857422
	Iteration 41Q: 3 clusters Score -9555645 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -9555668.000000 Penalty: 5378.857422
	Iteration 42Q: 3 clusters Score -9555668 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -9555708.000000 Penalty: 5378.857422
	Iteration 43Q: 3 clusters Score -9555708 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -9555639.000000 Penalty: 5378.857422
	Iteration 44Q: 3 clusters Score -9555639 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -9555642.000000 Penalty: 5378.857422
	Iteration 45Q: 3 clusters Score -9555642 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -9555698.000000 Penalty: 5378.857422
	Iteration 46Q: 3 clusters Score -9555698 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -9555752.000000 Penalty: 5378.857422
	Iteration 47Q: 3 clusters Score -9555752 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -9555738.000000 Penalty: 5378.857422
	Iteration 48Q: 3 clusters Score -9555738 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -9555745.000000 Penalty: 5378.857422
	Iteration 49Q: 3 clusters Score -9555745 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -9555781.000000 Penalty: 5378.857422
	Iteration 50Q: 3 clusters Score -9555781 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -9555811.000000 Penalty: 5378.857422
	Iteration 51Q: 3 clusters Score -9555811 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -9555814.000000 Penalty: 5378.857422
	Iteration 52Q: 3 clusters Score -9555814 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -9555837.000000 Penalty: 5378.857422
	Iteration 53Q: 3 clusters Score -9555837 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -9555789.000000 Penalty: 5378.857422
	Iteration 54Q: 3 clusters Score -9555789 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -9555780.000000 Penalty: 5378.857422
	Iteration 55Q: 3 clusters Score -9555780 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -9555855.000000 Penalty: 5378.857422
	Iteration 56Q: 3 clusters Score -9555855 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -9555856.000000 Penalty: 5378.857422
	Iteration 57Q: 3 clusters Score -9555856 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -9555912.000000 Penalty: 5378.857422
	Iteration 58Q: 3 clusters Score -9555912 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -9555859.000000 Penalty: 5378.857422
	Iteration 59Q: 3 clusters Score -9555859 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -9555860.000000 Penalty: 5378.857422
	Iteration 60F: 3 clusters Score -9555860 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -9555818.000000 Penalty: 5378.857422
	Iteration 61Q: 3 clusters Score -9555818 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -9555791.000000 Penalty: 5378.857422
	Iteration 62Q: 3 clusters Score -9555791 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -9555739.000000 Penalty: 5378.857422
	Iteration 63Q: 3 clusters Score -9555739 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -9555708.000000 Penalty: 5378.857422
	Iteration 64Q: 3 clusters Score -9555708 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -9555704.000000 Penalty: 5378.857422
	Iteration 65Q: 3 clusters Score -9555704 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -9555694.000000 Penalty: 5378.857422
	Iteration 66Q: 3 clusters Score -9555694 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -9555638.000000 Penalty: 5378.857422
	Iteration 67Q: 3 clusters Score -9555638 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -9555565.000000 Penalty: 5378.857422
	Iteration 68Q: 3 clusters Score -9555565 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -9555472.000000 Penalty: 5378.857422
	Iteration 69Q: 3 clusters Score -9555472 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -9555401.000000 Penalty: 5378.857422
	Iteration 70Q: 3 clusters Score -9555401 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -9555348.000000 Penalty: 5378.857422
	Iteration 71Q: 3 clusters Score -9555348 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -9555268.000000 Penalty: 5378.857422
	Iteration 72Q: 3 clusters Score -9555268 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -9555165.000000 Penalty: 5378.857422
	Iteration 73Q: 3 clusters Score -9555165 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -9555062.000000 Penalty: 5378.857422
	Iteration 74Q: 3 clusters Score -9555062 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -9554918.000000 Penalty: 5378.857422
	Iteration 75Q: 3 clusters Score -9554918 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -9554755.000000 Penalty: 5378.857422
	Iteration 76Q: 3 clusters Score -9554755 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -9554665.000000 Penalty: 5378.857422
	Iteration 77Q: 3 clusters Score -9554665 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -9554509.000000 Penalty: 5378.857422
	Iteration 78Q: 3 clusters Score -9554509 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -9554463.000000 Penalty: 5378.857422
	Iteration 79Q: 3 clusters Score -9554463 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -9554345.000000 Penalty: 5378.857422
	Iteration 80F: 3 clusters Score -9554345 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -9554330.000000 Penalty: 5378.857422
	Iteration 81Q: 3 clusters Score -9554330 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -9554239.000000 Penalty: 5378.857422
	Iteration 82Q: 3 clusters Score -9554239 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9554163.000000 Penalty: 5378.857422
	Iteration 83Q: 3 clusters Score -9554163 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9554140.000000 Penalty: 5378.857422
	Iteration 84Q: 3 clusters Score -9554140 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9554114.000000 Penalty: 5378.857422
	Iteration 85Q: 3 clusters Score -9554114 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9554091.000000 Penalty: 5378.857422
	Iteration 86Q: 3 clusters Score -9554091 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -9554049.000000 Penalty: 5378.857422
	Iteration 87Q: 3 clusters Score -9554049 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9554009.000000 Penalty: 5378.857422
	Iteration 88Q: 3 clusters Score -9554009 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -9554025.000000 Penalty: 5378.857422
	Iteration 89Q: 3 clusters Score -9554025 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9554024.000000 Penalty: 5378.857422
	Iteration 90Q: 3 clusters Score -9554024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9554004.000000 Penalty: 5378.857422
	Iteration 91Q: 3 clusters Score -9554004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -9553990.000000 Penalty: 5378.857422
	Iteration 92Q: 3 clusters Score -9553990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -9553983.000000 Penalty: 5378.857422
	Iteration 93Q: 3 clusters Score -9553983 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9553971.000000 Penalty: 5378.857422
	Iteration 94Q: 3 clusters Score -9553971 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9553962.000000 Penalty: 5378.857422
	Iteration 95Q: 3 clusters Score -9553962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -9553954.000000 Penalty: 5378.857422
	Iteration 96Q: 3 clusters Score -9553954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9553962.000000 Penalty: 5378.857422
	Iteration 97Q: 3 clusters Score -9553962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9553961.000000 Penalty: 5378.857422
	Iteration 98Q: 3 clusters Score -9553961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9553951.000000 Penalty: 5378.857422
	Iteration 99Q: 3 clusters Score -9553951 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9553960.000000 Penalty: 5378.857422
	Iteration 100F: 3 clusters Score -9553960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9553948.000000 Penalty: 5378.857422
	Iteration 101Q: 3 clusters Score -9553948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9553949.000000 Penalty: 5378.857422
	Iteration 102Q: 3 clusters Score -9553949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -9553962.000000 Penalty: 5378.857422
	Iteration 103Q: 3 clusters Score -9553962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9553984.000000 Penalty: 5378.857422
	Iteration 104Q: 3 clusters Score -9553984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9553981.000000 Penalty: 5378.857422
	Iteration 105Q: 3 clusters Score -9553981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -9553973.000000 Penalty: 5378.857422
	Iteration 106Q: 3 clusters Score -9553973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -9553976.000000 Penalty: 5378.857422
	Iteration 107Q: 3 clusters Score -9553976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9553968.000000 Penalty: 5378.857422
	Iteration 108Q: 3 clusters Score -9553968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9553973.000000 Penalty: 5378.857422
	Iteration 109Q: 3 clusters Score -9553973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9553969.000000 Penalty: 5378.857422
	Iteration 110Q: 3 clusters Score -9553969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -9553975.000000 Penalty: 5378.857422
	Iteration 111Q: 3 clusters Score -9553975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9553976.000000 Penalty: 5378.857422
	Iteration 112Q: 3 clusters Score -9553976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -9553972.000000 Penalty: 5378.857422
	Iteration 113Q: 3 clusters Score -9553972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -9553963.000000 Penalty: 5378.857422
	Iteration 114Q: 3 clusters Score -9553963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9553969.000000 Penalty: 5378.857422
	Iteration 115Q: 3 clusters Score -9553969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9553963.000000 Penalty: 5378.857422
	Iteration 116Q: 3 clusters Score -9553963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -9553963.000000 Penalty: 5378.857422
	Iteration 117Q: 3 clusters Score -9553963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9553963.000000 Penalty: 5378.857422
	Iteration 118Q: 3 clusters Score -9553963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -9553963.000000 Penalty: 5378.857422
	Iteration 119Q: 3 clusters Score -9553963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9553956.000000 Penalty: 5378.857422
	Iteration 120F: 3 clusters Score -9553956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9553961.000000 Penalty: 5378.857422
	Iteration 121Q: 3 clusters Score -9553961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49828 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -9553962.000000 Penalty: 5378.857422
	Iteration 122Q: 3 clusters Score -9553962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -9553962.000000 Penalty: 5378.857422
	Iteration 123Q: 3 clusters Score -9553962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9553961.000000 Penalty: 5378.857422
	Iteration 124Q: 3 clusters Score -9553961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9553961.000000 Penalty: 5378.857422
	Iteration 125F: 3 clusters Score -9553961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (35331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Entering Unmasked Estep 
Score: -6522867.500000 Penalty: 2597.184082
	Iteration 0F: 2 clusters Score -6522868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -6498772.500000 Penalty: 5194.368164
	Iteration 0F: 3 clusters Score -6498772 nChanged 16110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -6507783.500000 Penalty: 5194.368164
	Iteration 1F: 3 clusters Score -6507784 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -6508362.500000 Penalty: 5194.368164
	Iteration 2Q: 3 clusters Score -6508362 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -6508934.000000 Penalty: 5194.368164
	Iteration 3Q: 3 clusters Score -6508934 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -6509642.500000 Penalty: 5194.368164
	Iteration 4Q: 3 clusters Score -6509642 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -6510607.000000 Penalty: 5194.368164
	Iteration 5Q: 3 clusters Score -6510607 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -6511842.000000 Penalty: 5194.368164
	Iteration 6F: 3 clusters Score -6511842 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -6513520.500000 Penalty: 5194.368164
	Iteration 7F: 3 clusters Score -6513520 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -6515420.500000 Penalty: 5194.368164
	Iteration 8F: 3 clusters Score -6515420 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -6517165.000000 Penalty: 5194.368164
	Iteration 9F: 3 clusters Score -6517165 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -6518423.000000 Penalty: 5194.368164
	Iteration 10Q: 3 clusters Score -6518423 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -6519217.500000 Penalty: 5194.368164
	Iteration 11Q: 3 clusters Score -6519218 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -6519680.000000 Penalty: 5194.368164
	Iteration 12Q: 3 clusters Score -6519680 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -6519961.000000 Penalty: 5194.368164
	Iteration 13Q: 3 clusters Score -6519961 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -6520157.500000 Penalty: 5194.368164
	Iteration 14Q: 3 clusters Score -6520158 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -6520281.500000 Penalty: 5194.368164
	Iteration 15Q: 3 clusters Score -6520282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -6520365.000000 Penalty: 5194.368164
	Iteration 16Q: 3 clusters Score -6520365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -6520416.500000 Penalty: 5194.368164
	Iteration 17Q: 3 clusters Score -6520416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -6520470.000000 Penalty: 5194.368164
	Iteration 18Q: 3 clusters Score -6520470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -6520500.500000 Penalty: 5194.368164
	Iteration 19Q: 3 clusters Score -6520500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -6520518.500000 Penalty: 5194.368164
	Iteration 20F: 3 clusters Score -6520518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -6520538.000000 Penalty: 5194.368164
	Iteration 21Q: 3 clusters Score -6520538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -6520539.000000 Penalty: 5194.368164
	Iteration 22Q: 3 clusters Score -6520539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -6520565.500000 Penalty: 5194.368164
	Iteration 23Q: 3 clusters Score -6520566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 34829 members 
Entering Unmasked Estep 
Score: -6520583.500000 Penalty: 5194.368164
	Iteration 24Q: 3 clusters Score -6520584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -6520590.500000 Penalty: 5194.368164
	Iteration 25Q: 3 clusters Score -6520590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -6520590.000000 Penalty: 5194.368164
	Iteration 26Q: 3 clusters Score -6520590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -6520590.500000 Penalty: 5194.368164
	Iteration 27Q: 3 clusters Score -6520590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -6520599.000000 Penalty: 5194.368164
	Iteration 28Q: 3 clusters Score -6520599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -6520604.500000 Penalty: 5194.368164
	Iteration 29Q: 3 clusters Score -6520604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -6520614.000000 Penalty: 5194.368164
	Iteration 30Q: 3 clusters Score -6520614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -6520620.000000 Penalty: 5194.368164
	Iteration 31Q: 3 clusters Score -6520620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -6520630.000000 Penalty: 5194.368164
	Iteration 32Q: 3 clusters Score -6520630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -6520627.000000 Penalty: 5194.368164
	Iteration 33Q: 3 clusters Score -6520627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -6520633.000000 Penalty: 5194.368164
	Iteration 34Q: 3 clusters Score -6520633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -6520636.000000 Penalty: 5194.368164
	Iteration 35Q: 3 clusters Score -6520636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -6520636.000000 Penalty: 5194.368164
	Iteration 36F: 3 clusters Score -6520636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Entering Unmasked Estep 
Score: -8156183.000000 Penalty: 2653.477783
	Iteration 0F: 2 clusters Score -8156183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -8126869.500000 Penalty: 5306.955566
	Iteration 0F: 3 clusters Score -8126870 nChanged 20364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -8138116.000000 Penalty: 5306.955566
	Iteration 1F: 3 clusters Score -8138116 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -8138571.500000 Penalty: 5306.955566
	Iteration 2Q: 3 clusters Score -8138572 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -8139030.500000 Penalty: 5306.955566
	Iteration 3Q: 3 clusters Score -8139030 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -8139448.500000 Penalty: 5306.955566
	Iteration 4Q: 3 clusters Score -8139448 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -8139902.500000 Penalty: 5306.955566
	Iteration 5Q: 3 clusters Score -8139902 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -8140388.000000 Penalty: 5306.955566
	Iteration 6Q: 3 clusters Score -8140388 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -8141117.000000 Penalty: 5306.955566
	Iteration 7Q: 3 clusters Score -8141117 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -8142066.000000 Penalty: 5306.955566
	Iteration 8Q: 3 clusters Score -8142066 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -8143481.500000 Penalty: 5306.955566
	Iteration 9F: 3 clusters Score -8143482 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -8145371.000000 Penalty: 5306.955566
	Iteration 10F: 3 clusters Score -8145371 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -8147917.500000 Penalty: 5306.955566
	Iteration 11F: 3 clusters Score -8147918 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -8150317.500000 Penalty: 5306.955566
	Iteration 12F: 3 clusters Score -8150318 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -8151650.500000 Penalty: 5306.955566
	Iteration 13Q: 3 clusters Score -8151650 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -8152231.500000 Penalty: 5306.955566
	Iteration 14Q: 3 clusters Score -8152232 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -8152538.000000 Penalty: 5306.955566
	Iteration 15Q: 3 clusters Score -8152538 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -8152655.000000 Penalty: 5306.955566
	Iteration 16Q: 3 clusters Score -8152655 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -8152757.000000 Penalty: 5306.955566
	Iteration 17Q: 3 clusters Score -8152757 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -8152856.000000 Penalty: 5306.955566
	Iteration 18Q: 3 clusters Score -8152856 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -8152934.000000 Penalty: 5306.955566
	Iteration 19Q: 3 clusters Score -8152934 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8153370 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8153432 nChanged 219
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Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8153664 nChanged 177
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Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8153692 nChanged 172
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Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8153694 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8153760 nChanged 150
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Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8153794 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8153838 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8153873 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8153862 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8153938 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8153975 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3905 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8153970 nChanged 74
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Mstep: Class 1 contains 3754 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3687 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3626 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3575 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3454 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8154052 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8154065 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8154104 nChanged 87
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Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8154127 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3082 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8154139 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8154161 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2949 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8154163 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8154189 nChanged 65
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Mstep: Class 1 contains 2824 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8154206 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2763 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8154222 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2702 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8154238 nChanged 63
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Mstep: Class 1 contains 2639 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8154268 nChanged 62
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Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8154271 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2527 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 2469 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8154282 nChanged 58
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8154303 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2356 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8154304 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2303 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8154312 nChanged 65
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Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8154310 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8154314 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2114 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8154304 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8154298 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8154326 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8154342 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8154351 nChanged 65
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Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 42524 members 
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	Iteration 84Q: 3 clusters Score -8154364 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8154366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8154364 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8154376 nChanged 41
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Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8154384 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8154392 nChanged 35
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Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8154404 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8154404 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8154410 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8154421 nChanged 25
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Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8154421 nChanged 21
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Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8154413 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 42929 members 
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	Iteration 96Q: 3 clusters Score -8154408 nChanged 15
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Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8154404 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8154406 nChanged 10
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Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8154394 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -8154388.500000 Penalty: 5306.955566
	Iteration 100F: 3 clusters Score -8154388 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -8154391.000000 Penalty: 5306.955566
	Iteration 101Q: 3 clusters Score -8154391 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8154396 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -8154409.000000 Penalty: 5306.955566
	Iteration 103Q: 3 clusters Score -8154409 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8154401 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1334 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8154404 nChanged 3
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Mstep: Class 1 contains 1331 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8154394 nChanged 5
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Mstep: Class 1 contains 1326 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8154399 nChanged 5
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Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8154405 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -8154403.000000 Penalty: 5306.955566
	Iteration 109Q: 3 clusters Score -8154403 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8154401 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1303 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8154398 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8154403.500000 Penalty: 5306.955566
	Iteration 112Q: 3 clusters Score -8154404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -8154400.000000 Penalty: 5306.955566
	Iteration 113Q: 3 clusters Score -8154400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -8154397.500000 Penalty: 5306.955566
	Iteration 114Q: 3 clusters Score -8154398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -8154404.000000 Penalty: 5306.955566
	Iteration 115Q: 3 clusters Score -8154404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -8154394.500000 Penalty: 5306.955566
	Iteration 116Q: 3 clusters Score -8154394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -8154392.000000 Penalty: 5306.955566
	Iteration 117Q: 3 clusters Score -8154392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -8154393.500000 Penalty: 5306.955566
	Iteration 118Q: 3 clusters Score -8154394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -8154395.000000 Penalty: 5306.955566
	Iteration 119Q: 3 clusters Score -8154395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -8154382.500000 Penalty: 5306.955566
	Iteration 120F: 3 clusters Score -8154382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -8154384.500000 Penalty: 5306.955566
	Iteration 121Q: 3 clusters Score -8154384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -8154377.000000 Penalty: 5306.955566
	Iteration 122Q: 3 clusters Score -8154377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -8154370.500000 Penalty: 5306.955566
	Iteration 123Q: 3 clusters Score -8154370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -8154379.000000 Penalty: 5306.955566
	Iteration 124Q: 3 clusters Score -8154379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -8154379.000000 Penalty: 5306.955566
	Iteration 125Q: 3 clusters Score -8154379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -8154382.500000 Penalty: 5306.955566
	Iteration 126Q: 3 clusters Score -8154382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -8154388.500000 Penalty: 5306.955566
	Iteration 127Q: 3 clusters Score -8154388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -8154383.000000 Penalty: 5306.955566
	Iteration 128Q: 3 clusters Score -8154383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -8154383.000000 Penalty: 5306.955566
	Iteration 129F: 3 clusters Score -8154383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Entering Unmasked Estep 
Score: -7580700.000000 Penalty: 2634.687256
	Iteration 0F: 2 clusters Score -7580700 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 20751 members 
Entering Unmasked Estep 
Score: -7553025.500000 Penalty: 5269.374512
	Iteration 0F: 3 clusters Score -7553026 nChanged 18798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -7563142.500000 Penalty: 5269.374512
	Iteration 1F: 3 clusters Score -7563142 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -7563775.000000 Penalty: 5269.374512
	Iteration 2Q: 3 clusters Score -7563775 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -7564563.000000 Penalty: 5269.374512
	Iteration 3Q: 3 clusters Score -7564563 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -7565773.500000 Penalty: 5269.374512
	Iteration 4F: 3 clusters Score -7565774 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -7567464.500000 Penalty: 5269.374512
	Iteration 5F: 3 clusters Score -7567464 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -7569754.000000 Penalty: 5269.374512
	Iteration 6F: 3 clusters Score -7569754 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -7572338.500000 Penalty: 5269.374512
	Iteration 7F: 3 clusters Score -7572338 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -7574658.500000 Penalty: 5269.374512
	Iteration 8F: 3 clusters Score -7574658 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -7576360.500000 Penalty: 5269.374512
	Iteration 9Q: 3 clusters Score -7576360 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -7577273.000000 Penalty: 5269.374512
	Iteration 10Q: 3 clusters Score -7577273 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -7577719.500000 Penalty: 5269.374512
	Iteration 11Q: 3 clusters Score -7577720 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -7577957.000000 Penalty: 5269.374512
	Iteration 12Q: 3 clusters Score -7577957 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -7578098.000000 Penalty: 5269.374512
	Iteration 13Q: 3 clusters Score -7578098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -7578200.500000 Penalty: 5269.374512
	Iteration 14Q: 3 clusters Score -7578200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -7578252.500000 Penalty: 5269.374512
	Iteration 15Q: 3 clusters Score -7578252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -7578289.500000 Penalty: 5269.374512
	Iteration 16Q: 3 clusters Score -7578290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -7578314.500000 Penalty: 5269.374512
	Iteration 17Q: 3 clusters Score -7578314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -7578326.000000 Penalty: 5269.374512
	Iteration 18Q: 3 clusters Score -7578326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -7578328.500000 Penalty: 5269.374512
	Iteration 19Q: 3 clusters Score -7578328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -7578347.500000 Penalty: 5269.374512
	Iteration 20F: 3 clusters Score -7578348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -7578355.500000 Penalty: 5269.374512
	Iteration 21Q: 3 clusters Score -7578356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -7578351.000000 Penalty: 5269.374512
	Iteration 22Q: 3 clusters Score -7578351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -7578368.000000 Penalty: 5269.374512
	Iteration 23Q: 3 clusters Score -7578368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -7578368.000000 Penalty: 5269.374512
	Iteration 24Q: 3 clusters Score -7578368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -7578368.000000 Penalty: 5269.374512
	Iteration 25F: 3 clusters Score -7578368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -57419.746094 Penalty: 1550.472168
	Iteration 0F: 2 clusters Score -57419.75 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 242 members 
Entering Unmasked Estep 
Score: -56014.359375 Penalty: 3100.944336
	Iteration 0F: 3 clusters Score -56014.36 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56333.414062 Penalty: 3100.944336
	Iteration 1F: 3 clusters Score -56333.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56505.703125 Penalty: 3100.944336
	Iteration 2F: 3 clusters Score -56505.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56607.445312 Penalty: 3100.944336
	Iteration 3Q: 3 clusters Score -56607.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56650.726562 Penalty: 3100.944336
	Iteration 4Q: 3 clusters Score -56650.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56671.804688 Penalty: 3100.944336
	Iteration 5Q: 3 clusters Score -56671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -56701.425781 Penalty: 3100.944336
	Iteration 6Q: 3 clusters Score -56701.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -56717.203125 Penalty: 3100.944336
	Iteration 7Q: 3 clusters Score -56717.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56733.941406 Penalty: 3100.944336
	Iteration 8Q: 3 clusters Score -56733.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56740.148438 Penalty: 3100.944336
	Iteration 9Q: 3 clusters Score -56740.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56750.371094 Penalty: 3100.944336
	Iteration 10Q: 3 clusters Score -56750.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56755.375000 Penalty: 3100.944336
	Iteration 11Q: 3 clusters Score -56755.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56755.375000 Penalty: 3100.944336
	Iteration 12F: 3 clusters Score -56755.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Entering Unmasked Estep 
Score: -9034098.000000 Penalty: 2677.838867
	Iteration 0F: 2 clusters Score -9034098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -9002680.000000 Penalty: 5355.677734
	Iteration 0F: 3 clusters Score -9002680 nChanged 22589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -9014830.000000 Penalty: 5355.677734
	Iteration 1F: 3 clusters Score -9014830 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -9015326.000000 Penalty: 5355.677734
	Iteration 2Q: 3 clusters Score -9015326 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -9015751.000000 Penalty: 5355.677734
	Iteration 3Q: 3 clusters Score -9015751 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -9016244.000000 Penalty: 5355.677734
	Iteration 4Q: 3 clusters Score -9016244 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -9016846.000000 Penalty: 5355.677734
	Iteration 5Q: 3 clusters Score -9016846 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -9017754.000000 Penalty: 5355.677734
	Iteration 6Q: 3 clusters Score -9017754 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -9019261.000000 Penalty: 5355.677734
	Iteration 7F: 3 clusters Score -9019261 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -9021629.000000 Penalty: 5355.677734
	Iteration 8F: 3 clusters Score -9021629 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -9024723.000000 Penalty: 5355.677734
	Iteration 9F: 3 clusters Score -9024723 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -9027889.000000 Penalty: 5355.677734
	Iteration 10F: 3 clusters Score -9027889 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -9029956.000000 Penalty: 5355.677734
	Iteration 11F: 3 clusters Score -9029956 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -9030943.000000 Penalty: 5355.677734
	Iteration 12Q: 3 clusters Score -9030943 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -9031392.000000 Penalty: 5355.677734
	Iteration 13Q: 3 clusters Score -9031392 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -9031630.000000 Penalty: 5355.677734
	Iteration 14Q: 3 clusters Score -9031630 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -9031680.000000 Penalty: 5355.677734
	Iteration 15Q: 3 clusters Score -9031680 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -9031735.000000 Penalty: 5355.677734
	Iteration 16Q: 3 clusters Score -9031735 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -9031768.000000 Penalty: 5355.677734
	Iteration 17Q: 3 clusters Score -9031768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -9031786.000000 Penalty: 5355.677734
	Iteration 18Q: 3 clusters Score -9031786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -9031805.000000 Penalty: 5355.677734
	Iteration 19Q: 3 clusters Score -9031805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -9031822.000000 Penalty: 5355.677734
	Iteration 20F: 3 clusters Score -9031822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -9031826.000000 Penalty: 5355.677734
	Iteration 21Q: 3 clusters Score -9031826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -9031831.000000 Penalty: 5355.677734
	Iteration 22Q: 3 clusters Score -9031831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -9031848.000000 Penalty: 5355.677734
	Iteration 23Q: 3 clusters Score -9031848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -9031852.000000 Penalty: 5355.677734
	Iteration 24Q: 3 clusters Score -9031852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -9031845.000000 Penalty: 5355.677734
	Iteration 25Q: 3 clusters Score -9031845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -9031843.000000 Penalty: 5355.677734
	Iteration 26Q: 3 clusters Score -9031843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -9031844.000000 Penalty: 5355.677734
	Iteration 27Q: 3 clusters Score -9031844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -9031853.000000 Penalty: 5355.677734
	Iteration 28Q: 3 clusters Score -9031853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -9031860.000000 Penalty: 5355.677734
	Iteration 29Q: 3 clusters Score -9031860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -9031860.000000 Penalty: 5355.677734
	Iteration 30F: 3 clusters Score -9031860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Entering Unmasked Estep 
Score: -564016.562500 Penalty: 1990.895020
	Iteration 0F: 2 clusters Score -564016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -560695.000000 Penalty: 3981.790039
	Iteration 0F: 3 clusters Score -560695 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -561396.625000 Penalty: 3981.790039
	Iteration 1F: 3 clusters Score -561396.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -561558.625000 Penalty: 3981.790039
	Iteration 2F: 3 clusters Score -561558.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -561644.687500 Penalty: 3981.790039
	Iteration 3Q: 3 clusters Score -561644.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -561697.375000 Penalty: 3981.790039
	Iteration 4Q: 3 clusters Score -561697.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -561741.875000 Penalty: 3981.790039
	Iteration 5Q: 3 clusters Score -561741.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -561771.812500 Penalty: 3981.790039
	Iteration 6Q: 3 clusters Score -561771.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -561799.500000 Penalty: 3981.790039
	Iteration 7Q: 3 clusters Score -561799.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -561826.500000 Penalty: 3981.790039
	Iteration 8Q: 3 clusters Score -561826.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -561843.062500 Penalty: 3981.790039
	Iteration 9Q: 3 clusters Score -561843.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -561864.937500 Penalty: 3981.790039
	Iteration 10Q: 3 clusters Score -561864.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -561884.187500 Penalty: 3981.790039
	Iteration 11Q: 3 clusters Score -561884.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -561899.250000 Penalty: 3981.790039
	Iteration 12Q: 3 clusters Score -561899.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -561911.562500 Penalty: 3981.790039
	Iteration 13Q: 3 clusters Score -561911.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -561927.312500 Penalty: 3981.790039
	Iteration 14Q: 3 clusters Score -561927.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -561935.937500 Penalty: 3981.790039
	Iteration 15Q: 3 clusters Score -561935.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -561947.250000 Penalty: 3981.790039
	Iteration 16Q: 3 clusters Score -561947.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -561956.437500 Penalty: 3981.790039
	Iteration 17Q: 3 clusters Score -561956.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -561965.750000 Penalty: 3981.790039
	Iteration 18Q: 3 clusters Score -561965.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -561977.937500 Penalty: 3981.790039
	Iteration 19Q: 3 clusters Score -561977.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -561988.375000 Penalty: 3981.790039
	Iteration 20F: 3 clusters Score -561988.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -561996.187500 Penalty: 3981.790039
	Iteration 21Q: 3 clusters Score -561996.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -562003.062500 Penalty: 3981.790039
	Iteration 22Q: 3 clusters Score -562003.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -562011.750000 Penalty: 3981.790039
	Iteration 23Q: 3 clusters Score -562011.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -562018.687500 Penalty: 3981.790039
	Iteration 24Q: 3 clusters Score -562018.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -562026.812500 Penalty: 3981.790039
	Iteration 25Q: 3 clusters Score -562026.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -562033.875000 Penalty: 3981.790039
	Iteration 26Q: 3 clusters Score -562033.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -562040.187500 Penalty: 3981.790039
	Iteration 27Q: 3 clusters Score -562040.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -562047.125000 Penalty: 3981.790039
	Iteration 28Q: 3 clusters Score -562047.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -562055.375000 Penalty: 3981.790039
	Iteration 29Q: 3 clusters Score -562055.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -562060.500000 Penalty: 3981.790039
	Iteration 30Q: 3 clusters Score -562060.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -562066.875000 Penalty: 3981.790039
	Iteration 31Q: 3 clusters Score -562066.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -562077.312500 Penalty: 3981.790039
	Iteration 32Q: 3 clusters Score -562077.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -562089.062500 Penalty: 3981.790039
	Iteration 33Q: 3 clusters Score -562089.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -562093.875000 Penalty: 3981.790039
	Iteration 34Q: 3 clusters Score -562093.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -562098.500000 Penalty: 3981.790039
	Iteration 35Q: 3 clusters Score -562098.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -562102.062500 Penalty: 3981.790039
	Iteration 36Q: 3 clusters Score -562102.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -562106.187500 Penalty: 3981.790039
	Iteration 37Q: 3 clusters Score -562106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -562110.312500 Penalty: 3981.790039
	Iteration 38Q: 3 clusters Score -562110.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -562114.375000 Penalty: 3981.790039
	Iteration 39Q: 3 clusters Score -562114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -562117.875000 Penalty: 3981.790039
	Iteration 40F: 3 clusters Score -562117.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -562122.687500 Penalty: 3981.790039
	Iteration 41Q: 3 clusters Score -562122.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -562127.750000 Penalty: 3981.790039
	Iteration 42Q: 3 clusters Score -562127.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -562129.937500 Penalty: 3981.790039
	Iteration 43Q: 3 clusters Score -562129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -562133.937500 Penalty: 3981.790039
	Iteration 44Q: 3 clusters Score -562133.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -562137.187500 Penalty: 3981.790039
	Iteration 45Q: 3 clusters Score -562137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -562138.000000 Penalty: 3981.790039
	Iteration 46Q: 3 clusters Score -562138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -562138.000000 Penalty: 3981.790039
	Iteration 47F: 3 clusters Score -562138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Entering Unmasked Estep 
Score: -1714428.375000 Penalty: 2264.266357
	Iteration 0F: 2 clusters Score -1714428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1707269.875000 Penalty: 4528.532715
	Iteration 0F: 3 clusters Score -1707270 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1709207.125000 Penalty: 4528.532715
	Iteration 1F: 3 clusters Score -1709207 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1709476.625000 Penalty: 4528.532715
	Iteration 2F: 3 clusters Score -1709477 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1709648.125000 Penalty: 4528.532715
	Iteration 3Q: 3 clusters Score -1709648 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1709762.750000 Penalty: 4528.532715
	Iteration 4Q: 3 clusters Score -1709763 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1709857.625000 Penalty: 4528.532715
	Iteration 5Q: 3 clusters Score -1709858 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1709933.000000 Penalty: 4528.532715
	Iteration 6Q: 3 clusters Score -1709933 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1710005.375000 Penalty: 4528.532715
	Iteration 7Q: 3 clusters Score -1710005 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1710072.125000 Penalty: 4528.532715
	Iteration 8Q: 3 clusters Score -1710072 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1710155.375000 Penalty: 4528.532715
	Iteration 9Q: 3 clusters Score -1710155 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1710254.125000 Penalty: 4528.532715
	Iteration 10Q: 3 clusters Score -1710254 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1710360.375000 Penalty: 4528.532715
	Iteration 11Q: 3 clusters Score -1710360 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1710495.875000 Penalty: 4528.532715
	Iteration 12Q: 3 clusters Score -1710496 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1710645.250000 Penalty: 4528.532715
	Iteration 13Q: 3 clusters Score -1710645 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1710806.750000 Penalty: 4528.532715
	Iteration 14Q: 3 clusters Score -1710807 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1711005.125000 Penalty: 4528.532715
	Iteration 15Q: 3 clusters Score -1711005 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1711194.000000 Penalty: 4528.532715
	Iteration 16Q: 3 clusters Score -1711194 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1711428.875000 Penalty: 4528.532715
	Iteration 17Q: 3 clusters Score -1711429 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1711640.000000 Penalty: 4528.532715
	Iteration 18Q: 3 clusters Score -1711640 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1711818.500000 Penalty: 4528.532715
	Iteration 19Q: 3 clusters Score -1711818 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1711960.375000 Penalty: 4528.532715
	Iteration 20F: 3 clusters Score -1711960 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1712097.125000 Penalty: 4528.532715
	Iteration 21Q: 3 clusters Score -1712097 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1712189.750000 Penalty: 4528.532715
	Iteration 22Q: 3 clusters Score -1712190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1712239.375000 Penalty: 4528.532715
	Iteration 23Q: 3 clusters Score -1712239 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1712293.875000 Penalty: 4528.532715
	Iteration 24Q: 3 clusters Score -1712294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1712315.250000 Penalty: 4528.532715
	Iteration 25Q: 3 clusters Score -1712315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1712334.250000 Penalty: 4528.532715
	Iteration 26Q: 3 clusters Score -1712334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1712352.000000 Penalty: 4528.532715
	Iteration 27Q: 3 clusters Score -1712352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1712363.875000 Penalty: 4528.532715
	Iteration 28Q: 3 clusters Score -1712364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1712374.125000 Penalty: 4528.532715
	Iteration 29Q: 3 clusters Score -1712374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1712383.125000 Penalty: 4528.532715
	Iteration 30Q: 3 clusters Score -1712383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1712391.875000 Penalty: 4528.532715
	Iteration 31Q: 3 clusters Score -1712392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1712400.000000 Penalty: 4528.532715
	Iteration 32Q: 3 clusters Score -1712400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1712407.000000 Penalty: 4528.532715
	Iteration 33Q: 3 clusters Score -1712407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1712411.250000 Penalty: 4528.532715
	Iteration 34Q: 3 clusters Score -1712411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1712417.875000 Penalty: 4528.532715
	Iteration 35Q: 3 clusters Score -1712418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1712419.000000 Penalty: 4528.532715
	Iteration 36Q: 3 clusters Score -1712419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1712420.500000 Penalty: 4528.532715
	Iteration 37Q: 3 clusters Score -1712420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1712420.625000 Penalty: 4528.532715
	Iteration 38Q: 3 clusters Score -1712421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1712420.625000 Penalty: 4528.532715
	Iteration 39F: 3 clusters Score -1712421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Entering Unmasked Estep 
Score: -8851223.000000 Penalty: 2670.317871
	Iteration 0F: 2 clusters Score -8851223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -8821435.000000 Penalty: 5340.635742
	Iteration 0F: 3 clusters Score -8821435 nChanged 22014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -8833771.000000 Penalty: 5340.635742
	Iteration 1F: 3 clusters Score -8833771 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -8834527.000000 Penalty: 5340.635742
	Iteration 2Q: 3 clusters Score -8834527 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -8835349.000000 Penalty: 5340.635742
	Iteration 3Q: 3 clusters Score -8835349 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -8836275.000000 Penalty: 5340.635742
	Iteration 4F: 3 clusters Score -8836275 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -8837260.000000 Penalty: 5340.635742
	Iteration 5F: 3 clusters Score -8837260 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -8838472.000000 Penalty: 5340.635742
	Iteration 6F: 3 clusters Score -8838472 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -8839647.000000 Penalty: 5340.635742
	Iteration 7F: 3 clusters Score -8839647 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -8840814.000000 Penalty: 5340.635742
	Iteration 8Q: 3 clusters Score -8840814 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -8842056.000000 Penalty: 5340.635742
	Iteration 9Q: 3 clusters Score -8842056 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -8843282.000000 Penalty: 5340.635742
	Iteration 10Q: 3 clusters Score -8843282 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -8844551.000000 Penalty: 5340.635742
	Iteration 11Q: 3 clusters Score -8844551 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -8845784.000000 Penalty: 5340.635742
	Iteration 12Q: 3 clusters Score -8845784 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -8846650.000000 Penalty: 5340.635742
	Iteration 13Q: 3 clusters Score -8846650 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -8847320.000000 Penalty: 5340.635742
	Iteration 14Q: 3 clusters Score -8847320 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -8847748.000000 Penalty: 5340.635742
	Iteration 15Q: 3 clusters Score -8847748 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -8848040.000000 Penalty: 5340.635742
	Iteration 16Q: 3 clusters Score -8848040 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -8848304.000000 Penalty: 5340.635742
	Iteration 17Q: 3 clusters Score -8848304 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -8848497.000000 Penalty: 5340.635742
	Iteration 18Q: 3 clusters Score -8848497 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -8848724.000000 Penalty: 5340.635742
	Iteration 19Q: 3 clusters Score -8848724 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -8848939.000000 Penalty: 5340.635742
	Iteration 20F: 3 clusters Score -8848939 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -8849099.000000 Penalty: 5340.635742
	Iteration 21Q: 3 clusters Score -8849099 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -8849247.000000 Penalty: 5340.635742
	Iteration 22Q: 3 clusters Score -8849247 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8849314.000000 Penalty: 5340.635742
	Iteration 23Q: 3 clusters Score -8849314 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8849346.000000 Penalty: 5340.635742
	Iteration 24Q: 3 clusters Score -8849346 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8849299.000000 Penalty: 5340.635742
	Iteration 25Q: 3 clusters Score -8849299 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8849300.000000 Penalty: 5340.635742
	Iteration 26Q: 3 clusters Score -8849300 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8849307.000000 Penalty: 5340.635742
	Iteration 27Q: 3 clusters Score -8849307 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8849276.000000 Penalty: 5340.635742
	Iteration 28Q: 3 clusters Score -8849276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46774 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8849256.000000 Penalty: 5340.635742
	Iteration 29Q: 3 clusters Score -8849256 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8849236.000000 Penalty: 5340.635742
	Iteration 30Q: 3 clusters Score -8849236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8849215.000000 Penalty: 5340.635742
	Iteration 31Q: 3 clusters Score -8849215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8849220.000000 Penalty: 5340.635742
	Iteration 32Q: 3 clusters Score -8849220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8849222.000000 Penalty: 5340.635742
	Iteration 33Q: 3 clusters Score -8849222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8849223.000000 Penalty: 5340.635742
	Iteration 34Q: 3 clusters Score -8849223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8849225.000000 Penalty: 5340.635742
	Iteration 35Q: 3 clusters Score -8849225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8849232.000000 Penalty: 5340.635742
	Iteration 36Q: 3 clusters Score -8849232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8849241.000000 Penalty: 5340.635742
	Iteration 37Q: 3 clusters Score -8849241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8849226.000000 Penalty: 5340.635742
	Iteration 38Q: 3 clusters Score -8849226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8849229.000000 Penalty: 5340.635742
	Iteration 39Q: 3 clusters Score -8849229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8849239.000000 Penalty: 5340.635742
	Iteration 40F: 3 clusters Score -8849239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8849222.000000 Penalty: 5340.635742
	Iteration 41Q: 3 clusters Score -8849222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8849221.000000 Penalty: 5340.635742
	Iteration 42Q: 3 clusters Score -8849221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8849222.000000 Penalty: 5340.635742
	Iteration 43Q: 3 clusters Score -8849222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8849226.000000 Penalty: 5340.635742
	Iteration 44Q: 3 clusters Score -8849226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8849221.000000 Penalty: 5340.635742
	Iteration 45Q: 3 clusters Score -8849221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8849219.000000 Penalty: 5340.635742
	Iteration 46Q: 3 clusters Score -8849219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8849213.000000 Penalty: 5340.635742
	Iteration 47Q: 3 clusters Score -8849213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8849223.000000 Penalty: 5340.635742
	Iteration 48Q: 3 clusters Score -8849223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8849223.000000 Penalty: 5340.635742
	Iteration 49F: 3 clusters Score -8849223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Entering Unmasked Estep 
Score: -8050463.000000 Penalty: 2655.982422
	Iteration 0F: 2 clusters Score -8050463 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 22432 members 
Entering Unmasked Estep 
Score: -8020166.000000 Penalty: 5311.964844
	Iteration 0F: 3 clusters Score -8020166 nChanged 20546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -8031524.500000 Penalty: 5311.964844
	Iteration 1F: 3 clusters Score -8031524 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -8032018.500000 Penalty: 5311.964844
	Iteration 2Q: 3 clusters Score -8032018 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -8032400.000000 Penalty: 5311.964844
	Iteration 3Q: 3 clusters Score -8032400 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -8032757.500000 Penalty: 5311.964844
	Iteration 4Q: 3 clusters Score -8032758 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -8033122.000000 Penalty: 5311.964844
	Iteration 5Q: 3 clusters Score -8033122 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -8033444.500000 Penalty: 5311.964844
	Iteration 6Q: 3 clusters Score -8033444 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -8033952.500000 Penalty: 5311.964844
	Iteration 7Q: 3 clusters Score -8033952 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -8034648.500000 Penalty: 5311.964844
	Iteration 8Q: 3 clusters Score -8034648 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -8035620.000000 Penalty: 5311.964844
	Iteration 9Q: 3 clusters Score -8035620 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -8037159.500000 Penalty: 5311.964844
	Iteration 10F: 3 clusters Score -8037160 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -8039236.500000 Penalty: 5311.964844
	Iteration 11F: 3 clusters Score -8039236 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -8041483.500000 Penalty: 5311.964844
	Iteration 12F: 3 clusters Score -8041484 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -8043671.000000 Penalty: 5311.964844
	Iteration 13F: 3 clusters Score -8043671 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -8045327.000000 Penalty: 5311.964844
	Iteration 14Q: 3 clusters Score -8045327 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
Score: -8046552.000000 Penalty: 5311.964844
	Iteration 15Q: 3 clusters Score -8046552 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -8047458.500000 Penalty: 5311.964844
	Iteration 16Q: 3 clusters Score -8047458 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -8048117.000000 Penalty: 5311.964844
	Iteration 17Q: 3 clusters Score -8048117 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -8048309.000000 Penalty: 5311.964844
	Iteration 18Q: 3 clusters Score -8048309 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -8048372.000000 Penalty: 5311.964844
	Iteration 19Q: 3 clusters Score -8048372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -8048424.000000 Penalty: 5311.964844
	Iteration 20F: 3 clusters Score -8048424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -8048455.000000 Penalty: 5311.964844
	Iteration 21Q: 3 clusters Score -8048455 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -8048478.000000 Penalty: 5311.964844
	Iteration 22Q: 3 clusters Score -8048478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -8048493.000000 Penalty: 5311.964844
	Iteration 23Q: 3 clusters Score -8048493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -8048490.500000 Penalty: 5311.964844
	Iteration 24Q: 3 clusters Score -8048490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -8048489.000000 Penalty: 5311.964844
	Iteration 25Q: 3 clusters Score -8048489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -8048502.500000 Penalty: 5311.964844
	Iteration 26Q: 3 clusters Score -8048502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -8048517.000000 Penalty: 5311.964844
	Iteration 27Q: 3 clusters Score -8048517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -8048527.500000 Penalty: 5311.964844
	Iteration 28Q: 3 clusters Score -8048528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -8048521.500000 Penalty: 5311.964844
	Iteration 29Q: 3 clusters Score -8048522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -8048511.000000 Penalty: 5311.964844
	Iteration 30Q: 3 clusters Score -8048511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -8048514.000000 Penalty: 5311.964844
	Iteration 31Q: 3 clusters Score -8048514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -8048514.000000 Penalty: 5311.964844
	Iteration 32F: 3 clusters Score -8048514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Entering Unmasked Estep 
Score: -8937690.000000 Penalty: 2675.034180
	Iteration 0F: 2 clusters Score -8937690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -8907096.000000 Penalty: 5350.068359
	Iteration 0F: 3 clusters Score -8907096 nChanged 22303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -8919663.000000 Penalty: 5350.068359
	Iteration 1F: 3 clusters Score -8919663 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -8920306.000000 Penalty: 5350.068359
	Iteration 2Q: 3 clusters Score -8920306 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -8921096.000000 Penalty: 5350.068359
	Iteration 3Q: 3 clusters Score -8921096 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -8922290.000000 Penalty: 5350.068359
	Iteration 4F: 3 clusters Score -8922290 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -8924305.000000 Penalty: 5350.068359
	Iteration 5F: 3 clusters Score -8924305 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -8927386.000000 Penalty: 5350.068359
	Iteration 6F: 3 clusters Score -8927386 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -8930864.000000 Penalty: 5350.068359
	Iteration 7F: 3 clusters Score -8930864 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -8933556.000000 Penalty: 5350.068359
	Iteration 8F: 3 clusters Score -8933556 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -8934919.000000 Penalty: 5350.068359
	Iteration 9Q: 3 clusters Score -8934919 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -8935342.000000 Penalty: 5350.068359
	Iteration 10Q: 3 clusters Score -8935342 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -8935485.000000 Penalty: 5350.068359
	Iteration 11Q: 3 clusters Score -8935485 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -8935496.000000 Penalty: 5350.068359
	Iteration 12Q: 3 clusters Score -8935496 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -8935570.000000 Penalty: 5350.068359
	Iteration 13Q: 3 clusters Score -8935570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -8935603.000000 Penalty: 5350.068359
	Iteration 14Q: 3 clusters Score -8935603 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -8935630.000000 Penalty: 5350.068359
	Iteration 15Q: 3 clusters Score -8935630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -8935646.000000 Penalty: 5350.068359
	Iteration 16Q: 3 clusters Score -8935646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -8935649.000000 Penalty: 5350.068359
	Iteration 17Q: 3 clusters Score -8935649 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -8935654.000000 Penalty: 5350.068359
	Iteration 18Q: 3 clusters Score -8935654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -8935663.000000 Penalty: 5350.068359
	Iteration 19Q: 3 clusters Score -8935663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -8935653.000000 Penalty: 5350.068359
	Iteration 20F: 3 clusters Score -8935653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -8935661.000000 Penalty: 5350.068359
	Iteration 21Q: 3 clusters Score -8935661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -8935670.000000 Penalty: 5350.068359
	Iteration 22Q: 3 clusters Score -8935670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -8935659.000000 Penalty: 5350.068359
	Iteration 23Q: 3 clusters Score -8935659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -8935655.000000 Penalty: 5350.068359
	Iteration 24Q: 3 clusters Score -8935655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -8935663.000000 Penalty: 5350.068359
	Iteration 25Q: 3 clusters Score -8935663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -8935656.000000 Penalty: 5350.068359
	Iteration 26Q: 3 clusters Score -8935656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -8935651.000000 Penalty: 5350.068359
	Iteration 27Q: 3 clusters Score -8935651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -8935648.000000 Penalty: 5350.068359
	Iteration 28Q: 3 clusters Score -8935648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -8935647.000000 Penalty: 5350.068359
	Iteration 29Q: 3 clusters Score -8935647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -8935652.000000 Penalty: 5350.068359
	Iteration 30Q: 3 clusters Score -8935652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -8935654.000000 Penalty: 5350.068359
	Iteration 31Q: 3 clusters Score -8935654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -8935654.000000 Penalty: 5350.068359
	Iteration 32F: 3 clusters Score -8935654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51813 members 
Entering Unmasked Estep 
Score: -9657285.000000 Penalty: 2692.138184
	Iteration 0F: 2 clusters Score -9657285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -9627368.000000 Penalty: 5384.276367
	Iteration 0F: 3 clusters Score -9627368 nChanged 23978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -9640554.000000 Penalty: 5384.276367
	Iteration 1F: 3 clusters Score -9640554 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -9641159.000000 Penalty: 5384.276367
	Iteration 2Q: 3 clusters Score -9641159 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -9641585.000000 Penalty: 5384.276367
	Iteration 3Q: 3 clusters Score -9641585 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -9642123.000000 Penalty: 5384.276367
	Iteration 4Q: 3 clusters Score -9642123 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -9642669.000000 Penalty: 5384.276367
	Iteration 5Q: 3 clusters Score -9642669 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -9643357.000000 Penalty: 5384.276367
	Iteration 6Q: 3 clusters Score -9643357 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -9644134.000000 Penalty: 5384.276367
	Iteration 7Q: 3 clusters Score -9644134 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -9645187.000000 Penalty: 5384.276367
	Iteration 8Q: 3 clusters Score -9645187 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -9646739.000000 Penalty: 5384.276367
	Iteration 9Q: 3 clusters Score -9646739 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -9648769.000000 Penalty: 5384.276367
	Iteration 10F: 3 clusters Score -9648769 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -9651003.000000 Penalty: 5384.276367
	Iteration 11F: 3 clusters Score -9651003 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -9652925.000000 Penalty: 5384.276367
	Iteration 12F: 3 clusters Score -9652925 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -9654145.000000 Penalty: 5384.276367
	Iteration 13Q: 3 clusters Score -9654145 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -9654964.000000 Penalty: 5384.276367
	Iteration 14Q: 3 clusters Score -9654964 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -9655631.000000 Penalty: 5384.276367
	Iteration 15Q: 3 clusters Score -9655631 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -9656255.000000 Penalty: 5384.276367
	Iteration 16Q: 3 clusters Score -9656255 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -9656767.000000 Penalty: 5384.276367
	Iteration 17Q: 3 clusters Score -9656767 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -9657041.000000 Penalty: 5384.276367
	Iteration 18Q: 3 clusters Score -9657041 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -9657288.000000 Penalty: 5384.276367
	Iteration 19Q: 3 clusters Score -9657288 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -9657391.000000 Penalty: 5384.276367
	Iteration 20F: 3 clusters Score -9657391 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -9657401.000000 Penalty: 5384.276367
	Iteration 21Q: 3 clusters Score -9657401 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -9657261.000000 Penalty: 5384.276367
	Iteration 22Q: 3 clusters Score -9657261 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -9657106.000000 Penalty: 5384.276367
	Iteration 23Q: 3 clusters Score -9657106 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -9656988.000000 Penalty: 5384.276367
	Iteration 24Q: 3 clusters Score -9656988 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -9656664.000000 Penalty: 5384.276367
	Iteration 25Q: 3 clusters Score -9656664 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -9656436.000000 Penalty: 5384.276367
	Iteration 26Q: 3 clusters Score -9656436 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -9656193.000000 Penalty: 5384.276367
	Iteration 27Q: 3 clusters Score -9656193 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -9655994.000000 Penalty: 5384.276367
	Iteration 28Q: 3 clusters Score -9655994 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9655819.000000 Penalty: 5384.276367
	Iteration 29Q: 3 clusters Score -9655819 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -9655731.000000 Penalty: 5384.276367
	Iteration 30Q: 3 clusters Score -9655731 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9655686.000000 Penalty: 5384.276367
	Iteration 31Q: 3 clusters Score -9655686 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9655697.000000 Penalty: 5384.276367
	Iteration 32Q: 3 clusters Score -9655697 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9655669.000000 Penalty: 5384.276367
	Iteration 33Q: 3 clusters Score -9655669 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9655659.000000 Penalty: 5384.276367
	Iteration 34Q: 3 clusters Score -9655659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9655621.000000 Penalty: 5384.276367
	Iteration 35Q: 3 clusters Score -9655621 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9655607.000000 Penalty: 5384.276367
	Iteration 36Q: 3 clusters Score -9655607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9655606.000000 Penalty: 5384.276367
	Iteration 37Q: 3 clusters Score -9655606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9655581.000000 Penalty: 5384.276367
	Iteration 38Q: 3 clusters Score -9655581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9655568.000000 Penalty: 5384.276367
	Iteration 39Q: 3 clusters Score -9655568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9655565.000000 Penalty: 5384.276367
	Iteration 40F: 3 clusters Score -9655565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9655565.000000 Penalty: 5384.276367
	Iteration 41Q: 3 clusters Score -9655565 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9655535.000000 Penalty: 5384.276367
	Iteration 42Q: 3 clusters Score -9655535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9655539.000000 Penalty: 5384.276367
	Iteration 43Q: 3 clusters Score -9655539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9655559.000000 Penalty: 5384.276367
	Iteration 44Q: 3 clusters Score -9655559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9655560.000000 Penalty: 5384.276367
	Iteration 45Q: 3 clusters Score -9655560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9655545.000000 Penalty: 5384.276367
	Iteration 46Q: 3 clusters Score -9655545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9655534.000000 Penalty: 5384.276367
	Iteration 47Q: 3 clusters Score -9655534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51163 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9655519.000000 Penalty: 5384.276367
	Iteration 48Q: 3 clusters Score -9655519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9655515.000000 Penalty: 5384.276367
	Iteration 49Q: 3 clusters Score -9655515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9655517.000000 Penalty: 5384.276367
	Iteration 50Q: 3 clusters Score -9655517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9655520.000000 Penalty: 5384.276367
	Iteration 51Q: 3 clusters Score -9655520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9655510.000000 Penalty: 5384.276367
	Iteration 52Q: 3 clusters Score -9655510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9655515.000000 Penalty: 5384.276367
	Iteration 53Q: 3 clusters Score -9655515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9655519.000000 Penalty: 5384.276367
	Iteration 54Q: 3 clusters Score -9655519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9655519.000000 Penalty: 5384.276367
	Iteration 55F: 3 clusters Score -9655519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (39296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Entering Unmasked Estep 
Score: -7210936.500000 Penalty: 2623.561768
	Iteration 0F: 2 clusters Score -7210936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -7184419.500000 Penalty: 5247.123535
	Iteration 0F: 3 clusters Score -7184420 nChanged 17884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -7194135.500000 Penalty: 5247.123535
	Iteration 1F: 3 clusters Score -7194136 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -7194827.500000 Penalty: 5247.123535
	Iteration 2Q: 3 clusters Score -7194828 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -7195615.000000 Penalty: 5247.123535
	Iteration 3Q: 3 clusters Score -7195615 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -7196622.000000 Penalty: 5247.123535
	Iteration 4Q: 3 clusters Score -7196622 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -7198131.000000 Penalty: 5247.123535
	Iteration 5F: 3 clusters Score -7198131 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -7200318.500000 Penalty: 5247.123535
	Iteration 6F: 3 clusters Score -7200318 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -7203041.500000 Penalty: 5247.123535
	Iteration 7F: 3 clusters Score -7203042 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -7205563.000000 Penalty: 5247.123535
	Iteration 8F: 3 clusters Score -7205563 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -7206905.000000 Penalty: 5247.123535
	Iteration 9F: 3 clusters Score -7206905 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -7207538.500000 Penalty: 5247.123535
	Iteration 10Q: 3 clusters Score -7207538 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -7207879.000000 Penalty: 5247.123535
	Iteration 11Q: 3 clusters Score -7207879 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -7208146.500000 Penalty: 5247.123535
	Iteration 12Q: 3 clusters Score -7208146 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -7208319.000000 Penalty: 5247.123535
	Iteration 13Q: 3 clusters Score -7208319 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -7208401.500000 Penalty: 5247.123535
	Iteration 14Q: 3 clusters Score -7208402 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -7208494.000000 Penalty: 5247.123535
	Iteration 15Q: 3 clusters Score -7208494 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -7208574.000000 Penalty: 5247.123535
	Iteration 16Q: 3 clusters Score -7208574 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -7208596.500000 Penalty: 5247.123535
	Iteration 17Q: 3 clusters Score -7208596 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -7208640.500000 Penalty: 5247.123535
	Iteration 18Q: 3 clusters Score -7208640 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -7208666.000000 Penalty: 5247.123535
	Iteration 19Q: 3 clusters Score -7208666 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -7208701.500000 Penalty: 5247.123535
	Iteration 20F: 3 clusters Score -7208702 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -7208708.000000 Penalty: 5247.123535
	Iteration 21Q: 3 clusters Score -7208708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -7208723.500000 Penalty: 5247.123535
	Iteration 22Q: 3 clusters Score -7208724 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -7208737.000000 Penalty: 5247.123535
	Iteration 23Q: 3 clusters Score -7208737 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -7208761.500000 Penalty: 5247.123535
	Iteration 24Q: 3 clusters Score -7208762 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -7208794.500000 Penalty: 5247.123535
	Iteration 25Q: 3 clusters Score -7208794 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -7208824.000000 Penalty: 5247.123535
	Iteration 26Q: 3 clusters Score -7208824 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -7208831.000000 Penalty: 5247.123535
	Iteration 27Q: 3 clusters Score -7208831 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -7208841.000000 Penalty: 5247.123535
	Iteration 28Q: 3 clusters Score -7208841 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -7208873.500000 Penalty: 5247.123535
	Iteration 29Q: 3 clusters Score -7208874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -7208883.000000 Penalty: 5247.123535
	Iteration 30Q: 3 clusters Score -7208883 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -7208898.500000 Penalty: 5247.123535
	Iteration 31Q: 3 clusters Score -7208898 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -7208894.000000 Penalty: 5247.123535
	Iteration 32Q: 3 clusters Score -7208894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -7208915.000000 Penalty: 5247.123535
	Iteration 33Q: 3 clusters Score -7208915 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -7208935.000000 Penalty: 5247.123535
	Iteration 34Q: 3 clusters Score -7208935 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -7208933.500000 Penalty: 5247.123535
	Iteration 35Q: 3 clusters Score -7208934 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -7208938.500000 Penalty: 5247.123535
	Iteration 36Q: 3 clusters Score -7208938 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -7208967.000000 Penalty: 5247.123535
	Iteration 37Q: 3 clusters Score -7208967 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -7208968.000000 Penalty: 5247.123535
	Iteration 38Q: 3 clusters Score -7208968 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -7209000.500000 Penalty: 5247.123535
	Iteration 39Q: 3 clusters Score -7209000 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -7209024.500000 Penalty: 5247.123535
	Iteration 40F: 3 clusters Score -7209024 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -7209032.500000 Penalty: 5247.123535
	Iteration 41Q: 3 clusters Score -7209032 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -7209024.500000 Penalty: 5247.123535
	Iteration 42Q: 3 clusters Score -7209024 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -7209047.500000 Penalty: 5247.123535
	Iteration 43Q: 3 clusters Score -7209048 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -7209047.500000 Penalty: 5247.123535
	Iteration 44Q: 3 clusters Score -7209048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -7209059.500000 Penalty: 5247.123535
	Iteration 45Q: 3 clusters Score -7209060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -7209078.500000 Penalty: 5247.123535
	Iteration 46Q: 3 clusters Score -7209078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -7209078.500000 Penalty: 5247.123535
	Iteration 47Q: 3 clusters Score -7209078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -7209089.000000 Penalty: 5247.123535
	Iteration 48Q: 3 clusters Score -7209089 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -7209094.000000 Penalty: 5247.123535
	Iteration 49Q: 3 clusters Score -7209094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -7209083.000000 Penalty: 5247.123535
	Iteration 50Q: 3 clusters Score -7209083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -7209091.000000 Penalty: 5247.123535
	Iteration 51Q: 3 clusters Score -7209091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -7209100.000000 Penalty: 5247.123535
	Iteration 52Q: 3 clusters Score -7209100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -7209106.000000 Penalty: 5247.123535
	Iteration 53Q: 3 clusters Score -7209106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -7209106.500000 Penalty: 5247.123535
	Iteration 54Q: 3 clusters Score -7209106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -7209118.500000 Penalty: 5247.123535
	Iteration 55Q: 3 clusters Score -7209118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -7209105.500000 Penalty: 5247.123535
	Iteration 56Q: 3 clusters Score -7209106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -7209117.500000 Penalty: 5247.123535
	Iteration 57Q: 3 clusters Score -7209118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -7209117.000000 Penalty: 5247.123535
	Iteration 58Q: 3 clusters Score -7209117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -7209113.000000 Penalty: 5247.123535
	Iteration 59Q: 3 clusters Score -7209113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -7209120.000000 Penalty: 5247.123535
	Iteration 60F: 3 clusters Score -7209120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -7209127.500000 Penalty: 5247.123535
	Iteration 61Q: 3 clusters Score -7209128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -7209120.500000 Penalty: 5247.123535
	Iteration 62Q: 3 clusters Score -7209120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -7209119.500000 Penalty: 5247.123535
	Iteration 63Q: 3 clusters Score -7209120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -7209126.500000 Penalty: 5247.123535
	Iteration 64Q: 3 clusters Score -7209126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -7209117.000000 Penalty: 5247.123535
	Iteration 65Q: 3 clusters Score -7209117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -7209125.500000 Penalty: 5247.123535
	Iteration 66Q: 3 clusters Score -7209126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -7209122.500000 Penalty: 5247.123535
	Iteration 67Q: 3 clusters Score -7209122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -7209133.000000 Penalty: 5247.123535
	Iteration 68Q: 3 clusters Score -7209133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -7209127.000000 Penalty: 5247.123535
	Iteration 69Q: 3 clusters Score -7209127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -7209122.000000 Penalty: 5247.123535
	Iteration 70Q: 3 clusters Score -7209122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -7209125.000000 Penalty: 5247.123535
	Iteration 71Q: 3 clusters Score -7209125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -7209127.500000 Penalty: 5247.123535
	Iteration 72Q: 3 clusters Score -7209128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -7209128.500000 Penalty: 5247.123535
	Iteration 73Q: 3 clusters Score -7209128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -7209125.500000 Penalty: 5247.123535
	Iteration 74Q: 3 clusters Score -7209126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -7209130.500000 Penalty: 5247.123535
	Iteration 75Q: 3 clusters Score -7209130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -7209135.000000 Penalty: 5247.123535
	Iteration 76Q: 3 clusters Score -7209135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -7209135.000000 Penalty: 5247.123535
	Iteration 77F: 3 clusters Score -7209135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Entering Unmasked Estep 
Score: -573104.312500 Penalty: 2008.161743
	Iteration 0F: 2 clusters Score -573104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -569632.437500 Penalty: 4016.323486
	Iteration 0F: 3 clusters Score -569632.4 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -570371.625000 Penalty: 4016.323486
	Iteration 1F: 3 clusters Score -570371.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -570644.312500 Penalty: 4016.323486
	Iteration 2F: 3 clusters Score -570644.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -570815.375000 Penalty: 4016.323486
	Iteration 3F: 3 clusters Score -570815.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -570951.875000 Penalty: 4016.323486
	Iteration 4Q: 3 clusters Score -570951.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -571069.937500 Penalty: 4016.323486
	Iteration 5Q: 3 clusters Score -571069.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -571167.812500 Penalty: 4016.323486
	Iteration 6Q: 3 clusters Score -571167.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -571250.437500 Penalty: 4016.323486
	Iteration 7Q: 3 clusters Score -571250.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -571307.812500 Penalty: 4016.323486
	Iteration 8Q: 3 clusters Score -571307.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -571348.062500 Penalty: 4016.323486
	Iteration 9Q: 3 clusters Score -571348.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -571382.750000 Penalty: 4016.323486
	Iteration 10Q: 3 clusters Score -571382.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -571411.812500 Penalty: 4016.323486
	Iteration 11Q: 3 clusters Score -571411.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -571434.500000 Penalty: 4016.323486
	Iteration 12Q: 3 clusters Score -571434.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -571454.937500 Penalty: 4016.323486
	Iteration 13Q: 3 clusters Score -571454.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -571475.125000 Penalty: 4016.323486
	Iteration 14Q: 3 clusters Score -571475.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -571488.062500 Penalty: 4016.323486
	Iteration 15Q: 3 clusters Score -571488.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -571500.500000 Penalty: 4016.323486
	Iteration 16Q: 3 clusters Score -571500.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -571509.375000 Penalty: 4016.323486
	Iteration 17Q: 3 clusters Score -571509.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -571515.125000 Penalty: 4016.323486
	Iteration 18Q: 3 clusters Score -571515.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -571522.312500 Penalty: 4016.323486
	Iteration 19Q: 3 clusters Score -571522.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -571524.562500 Penalty: 4016.323486
	Iteration 20F: 3 clusters Score -571524.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -571527.562500 Penalty: 4016.323486
	Iteration 21Q: 3 clusters Score -571527.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -571530.187500 Penalty: 4016.323486
	Iteration 22Q: 3 clusters Score -571530.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -571531.812500 Penalty: 4016.323486
	Iteration 23Q: 3 clusters Score -571531.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -571534.000000 Penalty: 4016.323486
	Iteration 24Q: 3 clusters Score -571534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -571535.250000 Penalty: 4016.323486
	Iteration 25Q: 3 clusters Score -571535.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -571535.812500 Penalty: 4016.323486
	Iteration 26Q: 3 clusters Score -571535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -571536.875000 Penalty: 4016.323486
	Iteration 27Q: 3 clusters Score -571536.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -571538.062500 Penalty: 4016.323486
	Iteration 28Q: 3 clusters Score -571538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -571540.812500 Penalty: 4016.323486
	Iteration 29Q: 3 clusters Score -571540.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -571542.562500 Penalty: 4016.323486
	Iteration 30Q: 3 clusters Score -571542.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -571548.562500 Penalty: 4016.323486
	Iteration 31Q: 3 clusters Score -571548.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -571553.687500 Penalty: 4016.323486
	Iteration 32Q: 3 clusters Score -571553.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -571559.250000 Penalty: 4016.323486
	Iteration 33Q: 3 clusters Score -571559.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -571565.000000 Penalty: 4016.323486
	Iteration 34Q: 3 clusters Score -571565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -571567.312500 Penalty: 4016.323486
	Iteration 35Q: 3 clusters Score -571567.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -571570.812500 Penalty: 4016.323486
	Iteration 36Q: 3 clusters Score -571570.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -571574.375000 Penalty: 4016.323486
	Iteration 37Q: 3 clusters Score -571574.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -571575.687500 Penalty: 4016.323486
	Iteration 38Q: 3 clusters Score -571575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -571576.375000 Penalty: 4016.323486
	Iteration 39Q: 3 clusters Score -571576.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -571577.312500 Penalty: 4016.323486
	Iteration 40F: 3 clusters Score -571577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -571577.937500 Penalty: 4016.323486
	Iteration 41Q: 3 clusters Score -571577.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -571577.937500 Penalty: 4016.323486
	Iteration 42F: 3 clusters Score -571577.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Entering Unmasked Estep 
Score: -8223877.500000 Penalty: 2654.560547
	Iteration 0F: 2 clusters Score -8223878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -8194486.000000 Penalty: 5309.121094
	Iteration 0F: 3 clusters Score -8194486 nChanged 20714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -8205911.000000 Penalty: 5309.121094
	Iteration 1F: 3 clusters Score -8205911 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -8206492.000000 Penalty: 5309.121094
	Iteration 2Q: 3 clusters Score -8206492 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -8207009.500000 Penalty: 5309.121094
	Iteration 3Q: 3 clusters Score -8207010 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -8207684.000000 Penalty: 5309.121094
	Iteration 4Q: 3 clusters Score -8207684 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -8208524.000000 Penalty: 5309.121094
	Iteration 5Q: 3 clusters Score -8208524 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -8209659.500000 Penalty: 5309.121094
	Iteration 6Q: 3 clusters Score -8209660 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -8211366.000000 Penalty: 5309.121094
	Iteration 7F: 3 clusters Score -8211366 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -8213455.000000 Penalty: 5309.121094
	Iteration 8F: 3 clusters Score -8213455 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -8215965.000000 Penalty: 5309.121094
	Iteration 9F: 3 clusters Score -8215965 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -8217774.000000 Penalty: 5309.121094
	Iteration 10F: 3 clusters Score -8217774 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -8218752.000000 Penalty: 5309.121094
	Iteration 11Q: 3 clusters Score -8218752 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -8219259.000000 Penalty: 5309.121094
	Iteration 12Q: 3 clusters Score -8219259 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -8219581.500000 Penalty: 5309.121094
	Iteration 13Q: 3 clusters Score -8219582 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -8219893.000000 Penalty: 5309.121094
	Iteration 14Q: 3 clusters Score -8219893 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -8219990.000000 Penalty: 5309.121094
	Iteration 15Q: 3 clusters Score -8219990 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -8220071.000000 Penalty: 5309.121094
	Iteration 16Q: 3 clusters Score -8220071 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -8220163.500000 Penalty: 5309.121094
	Iteration 17Q: 3 clusters Score -8220164 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -8220178.000000 Penalty: 5309.121094
	Iteration 18Q: 3 clusters Score -8220178 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -8220197.000000 Penalty: 5309.121094
	Iteration 19Q: 3 clusters Score -8220197 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -8220211.000000 Penalty: 5309.121094
	Iteration 20F: 3 clusters Score -8220211 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -8220230.000000 Penalty: 5309.121094
	Iteration 21Q: 3 clusters Score -8220230 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -8220241.500000 Penalty: 5309.121094
	Iteration 22Q: 3 clusters Score -8220242 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -8220236.000000 Penalty: 5309.121094
	Iteration 23Q: 3 clusters Score -8220236 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -8220235.000000 Penalty: 5309.121094
	Iteration 24Q: 3 clusters Score -8220235 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -8220252.000000 Penalty: 5309.121094
	Iteration 25Q: 3 clusters Score -8220252 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -8220251.500000 Penalty: 5309.121094
	Iteration 26Q: 3 clusters Score -8220252 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -8220265.500000 Penalty: 5309.121094
	Iteration 27Q: 3 clusters Score -8220266 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -8220274.000000 Penalty: 5309.121094
	Iteration 28Q: 3 clusters Score -8220274 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -8220256.500000 Penalty: 5309.121094
	Iteration 29Q: 3 clusters Score -8220256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -8220251.000000 Penalty: 5309.121094
	Iteration 30Q: 3 clusters Score -8220251 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -8220248.500000 Penalty: 5309.121094
	Iteration 31Q: 3 clusters Score -8220248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -8220258.000000 Penalty: 5309.121094
	Iteration 32Q: 3 clusters Score -8220258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -8220254.000000 Penalty: 5309.121094
	Iteration 33Q: 3 clusters Score -8220254 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -8220246.000000 Penalty: 5309.121094
	Iteration 34Q: 3 clusters Score -8220246 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -8220228.000000 Penalty: 5309.121094
	Iteration 35Q: 3 clusters Score -8220228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -8220210.000000 Penalty: 5309.121094
	Iteration 36Q: 3 clusters Score -8220210 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -8220214.500000 Penalty: 5309.121094
	Iteration 37Q: 3 clusters Score -8220214 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -8220208.500000 Penalty: 5309.121094
	Iteration 38Q: 3 clusters Score -8220208 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -8220216.500000 Penalty: 5309.121094
	Iteration 39Q: 3 clusters Score -8220216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -8220215.000000 Penalty: 5309.121094
	Iteration 40F: 3 clusters Score -8220215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -8220200.000000 Penalty: 5309.121094
	Iteration 41Q: 3 clusters Score -8220200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -8220199.500000 Penalty: 5309.121094
	Iteration 42Q: 3 clusters Score -8220200 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -8220188.000000 Penalty: 5309.121094
	Iteration 43Q: 3 clusters Score -8220188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -8220184.500000 Penalty: 5309.121094
	Iteration 44Q: 3 clusters Score -8220184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -8220193.500000 Penalty: 5309.121094
	Iteration 45Q: 3 clusters Score -8220194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -8220205.000000 Penalty: 5309.121094
	Iteration 46Q: 3 clusters Score -8220205 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -8220221.000000 Penalty: 5309.121094
	Iteration 47Q: 3 clusters Score -8220221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -8220206.500000 Penalty: 5309.121094
	Iteration 48Q: 3 clusters Score -8220206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -8220212.000000 Penalty: 5309.121094
	Iteration 49Q: 3 clusters Score -8220212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -8220195.000000 Penalty: 5309.121094
	Iteration 50Q: 3 clusters Score -8220195 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -8220224.000000 Penalty: 5309.121094
	Iteration 51Q: 3 clusters Score -8220224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -8220215.000000 Penalty: 5309.121094
	Iteration 52Q: 3 clusters Score -8220215 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -8220204.500000 Penalty: 5309.121094
	Iteration 53Q: 3 clusters Score -8220204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -8220204.500000 Penalty: 5309.121094
	Iteration 54Q: 3 clusters Score -8220204 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -8220165.500000 Penalty: 5309.121094
	Iteration 55Q: 3 clusters Score -8220166 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -8220165.000000 Penalty: 5309.121094
	Iteration 56Q: 3 clusters Score -8220165 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -8220150.500000 Penalty: 5309.121094
	Iteration 57Q: 3 clusters Score -8220150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -8220144.000000 Penalty: 5309.121094
	Iteration 58Q: 3 clusters Score -8220144 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -8220123.500000 Penalty: 5309.121094
	Iteration 59Q: 3 clusters Score -8220124 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -8220145.500000 Penalty: 5309.121094
	Iteration 60F: 3 clusters Score -8220146 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -8220151.000000 Penalty: 5309.121094
	Iteration 61Q: 3 clusters Score -8220151 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -8220145.000000 Penalty: 5309.121094
	Iteration 62Q: 3 clusters Score -8220145 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -8220113.500000 Penalty: 5309.121094
	Iteration 63Q: 3 clusters Score -8220114 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -8220116.000000 Penalty: 5309.121094
	Iteration 64Q: 3 clusters Score -8220116 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -8220100.500000 Penalty: 5309.121094
	Iteration 65Q: 3 clusters Score -8220100 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -8220105.000000 Penalty: 5309.121094
	Iteration 66Q: 3 clusters Score -8220105 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -8220111.000000 Penalty: 5309.121094
	Iteration 67Q: 3 clusters Score -8220111 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -8220100.000000 Penalty: 5309.121094
	Iteration 68Q: 3 clusters Score -8220100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -8220100.500000 Penalty: 5309.121094
	Iteration 69Q: 3 clusters Score -8220100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -8220089.500000 Penalty: 5309.121094
	Iteration 70Q: 3 clusters Score -8220090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -8220103.500000 Penalty: 5309.121094
	Iteration 71Q: 3 clusters Score -8220104 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -8220106.500000 Penalty: 5309.121094
	Iteration 72Q: 3 clusters Score -8220106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8220108 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -8220115.500000 Penalty: 5309.121094
	Iteration 74Q: 3 clusters Score -8220116 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -8220131.500000 Penalty: 5309.121094
	Iteration 75Q: 3 clusters Score -8220132 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -8220111.500000 Penalty: 5309.121094
	Iteration 76Q: 3 clusters Score -8220112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -8220109.000000 Penalty: 5309.121094
	Iteration 77Q: 3 clusters Score -8220109 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -8220098.000000 Penalty: 5309.121094
	Iteration 78Q: 3 clusters Score -8220098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -8220108.000000 Penalty: 5309.121094
	Iteration 79Q: 3 clusters Score -8220108 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -8220126.500000 Penalty: 5309.121094
	Iteration 80F: 3 clusters Score -8220126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -8220121.500000 Penalty: 5309.121094
	Iteration 81Q: 3 clusters Score -8220122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -8220122.500000 Penalty: 5309.121094
	Iteration 82Q: 3 clusters Score -8220122 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -8220106.000000 Penalty: 5309.121094
	Iteration 83Q: 3 clusters Score -8220106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -8220104.000000 Penalty: 5309.121094
	Iteration 84Q: 3 clusters Score -8220104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -8220114.000000 Penalty: 5309.121094
	Iteration 85Q: 3 clusters Score -8220114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -8220100.000000 Penalty: 5309.121094
	Iteration 86Q: 3 clusters Score -8220100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -8220099.500000 Penalty: 5309.121094
	Iteration 87Q: 3 clusters Score -8220100 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -8220103.000000 Penalty: 5309.121094
	Iteration 88Q: 3 clusters Score -8220103 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -8220092.000000 Penalty: 5309.121094
	Iteration 89Q: 3 clusters Score -8220092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -8220080.000000 Penalty: 5309.121094
	Iteration 90Q: 3 clusters Score -8220080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -8220072.500000 Penalty: 5309.121094
	Iteration 91Q: 3 clusters Score -8220072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -8220064.000000 Penalty: 5309.121094
	Iteration 92Q: 3 clusters Score -8220064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -8220068.500000 Penalty: 5309.121094
	Iteration 93Q: 3 clusters Score -8220068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -8220069.000000 Penalty: 5309.121094
	Iteration 94Q: 3 clusters Score -8220069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -8220082.500000 Penalty: 5309.121094
	Iteration 95Q: 3 clusters Score -8220082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -8220076.000000 Penalty: 5309.121094
	Iteration 96Q: 3 clusters Score -8220076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -8220073.500000 Penalty: 5309.121094
	Iteration 97Q: 3 clusters Score -8220074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -8220069.000000 Penalty: 5309.121094
	Iteration 98Q: 3 clusters Score -8220069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -8220064.500000 Penalty: 5309.121094
	Iteration 99Q: 3 clusters Score -8220064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -8220049.500000 Penalty: 5309.121094
	Iteration 100F: 3 clusters Score -8220050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -8220045.000000 Penalty: 5309.121094
	Iteration 101Q: 3 clusters Score -8220045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -8220044.000000 Penalty: 5309.121094
	Iteration 102Q: 3 clusters Score -8220044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -8220041.500000 Penalty: 5309.121094
	Iteration 103Q: 3 clusters Score -8220042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -8220041.000000 Penalty: 5309.121094
	Iteration 104Q: 3 clusters Score -8220041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -8220051.000000 Penalty: 5309.121094
	Iteration 105Q: 3 clusters Score -8220051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -8220042.500000 Penalty: 5309.121094
	Iteration 106Q: 3 clusters Score -8220042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8220048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8220051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -8220041.000000 Penalty: 5309.121094
	Iteration 109Q: 3 clusters Score -8220041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -8220037.500000 Penalty: 5309.121094
	Iteration 110Q: 3 clusters Score -8220038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -8220036.500000 Penalty: 5309.121094
	Iteration 111Q: 3 clusters Score -8220036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -8220026.000000 Penalty: 5309.121094
	Iteration 112Q: 3 clusters Score -8220026 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -8220024.500000 Penalty: 5309.121094
	Iteration 113Q: 3 clusters Score -8220024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -8220025.000000 Penalty: 5309.121094
	Iteration 114Q: 3 clusters Score -8220025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -8220023.500000 Penalty: 5309.121094
	Iteration 115Q: 3 clusters Score -8220024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -8220025.000000 Penalty: 5309.121094
	Iteration 116Q: 3 clusters Score -8220025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -8220029.500000 Penalty: 5309.121094
	Iteration 117Q: 3 clusters Score -8220030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -8220035.500000 Penalty: 5309.121094
	Iteration 118Q: 3 clusters Score -8220036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -8220022.500000 Penalty: 5309.121094
	Iteration 119Q: 3 clusters Score -8220022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -8220025.500000 Penalty: 5309.121094
	Iteration 120F: 3 clusters Score -8220026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -8220024.000000 Penalty: 5309.121094
	Iteration 121Q: 3 clusters Score -8220024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -8220023.500000 Penalty: 5309.121094
	Iteration 122Q: 3 clusters Score -8220024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -8220018.000000 Penalty: 5309.121094
	Iteration 123Q: 3 clusters Score -8220018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -8220006.000000 Penalty: 5309.121094
	Iteration 124Q: 3 clusters Score -8220006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -8220005.500000 Penalty: 5309.121094
	Iteration 125Q: 3 clusters Score -8220006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -8220012.000000 Penalty: 5309.121094
	Iteration 126Q: 3 clusters Score -8220012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -8220020.500000 Penalty: 5309.121094
	Iteration 127Q: 3 clusters Score -8220020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -8220021.500000 Penalty: 5309.121094
	Iteration 128Q: 3 clusters Score -8220022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -8220015.000000 Penalty: 5309.121094
	Iteration 129Q: 3 clusters Score -8220015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -8220007.500000 Penalty: 5309.121094
	Iteration 130Q: 3 clusters Score -8220008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -8219988.000000 Penalty: 5309.121094
	Iteration 131Q: 3 clusters Score -8219988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -8219989.500000 Penalty: 5309.121094
	Iteration 132Q: 3 clusters Score -8219990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -8219974.000000 Penalty: 5309.121094
	Iteration 133Q: 3 clusters Score -8219974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -8219980.500000 Penalty: 5309.121094
	Iteration 134Q: 3 clusters Score -8219980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -8219982.000000 Penalty: 5309.121094
	Iteration 135Q: 3 clusters Score -8219982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -8219981.000000 Penalty: 5309.121094
	Iteration 136Q: 3 clusters Score -8219981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -8219973.000000 Penalty: 5309.121094
	Iteration 137Q: 3 clusters Score -8219973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -8219969.000000 Penalty: 5309.121094
	Iteration 138Q: 3 clusters Score -8219969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -8219969.000000 Penalty: 5309.121094
	Iteration 139Q: 3 clusters Score -8219969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -8219970.500000 Penalty: 5309.121094
	Iteration 140F: 3 clusters Score -8219970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -8219975.000000 Penalty: 5309.121094
	Iteration 141Q: 3 clusters Score -8219975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -8219978.000000 Penalty: 5309.121094
	Iteration 142Q: 3 clusters Score -8219978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -8219976.000000 Penalty: 5309.121094
	Iteration 143Q: 3 clusters Score -8219976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -8219975.500000 Penalty: 5309.121094
	Iteration 144Q: 3 clusters Score -8219976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -8219977.500000 Penalty: 5309.121094
	Iteration 145Q: 3 clusters Score -8219978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -8219989.000000 Penalty: 5309.121094
	Iteration 146Q: 3 clusters Score -8219989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -8219988.000000 Penalty: 5309.121094
	Iteration 147Q: 3 clusters Score -8219988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -8219981.000000 Penalty: 5309.121094
	Iteration 148Q: 3 clusters Score -8219981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -8219991.500000 Penalty: 5309.121094
	Iteration 149Q: 3 clusters Score -8219992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -8219982.000000 Penalty: 5309.121094
	Iteration 150Q: 3 clusters Score -8219982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -8219980.500000 Penalty: 5309.121094
	Iteration 151Q: 3 clusters Score -8219980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -8219985.500000 Penalty: 5309.121094
	Iteration 152Q: 3 clusters Score -8219986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -8219983.000000 Penalty: 5309.121094
	Iteration 153Q: 3 clusters Score -8219983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -8219982.000000 Penalty: 5309.121094
	Iteration 154Q: 3 clusters Score -8219982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -8219990.000000 Penalty: 5309.121094
	Iteration 155Q: 3 clusters Score -8219990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -8219993.500000 Penalty: 5309.121094
	Iteration 156Q: 3 clusters Score -8219994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -8219997.500000 Penalty: 5309.121094
	Iteration 157Q: 3 clusters Score -8219998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -8219993.500000 Penalty: 5309.121094
	Iteration 158Q: 3 clusters Score -8219994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8219992 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -8219991.500000 Penalty: 5309.121094
	Iteration 160F: 3 clusters Score -8219992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46454 members 
Entering Unmasked Estep 
Score: -8600419.000000 Penalty: 2665.062012
	Iteration 0F: 2 clusters Score -8600419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -8571237.000000 Penalty: 5330.124023
	Iteration 0F: 3 clusters Score -8571237 nChanged 21410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8583064 nChanged 1924
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -8583557.000000 Penalty: 5330.124023
	Iteration 2Q: 3 clusters Score -8583557 nChanged 1864
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 25146 members 
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Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 26083 members 
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Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 27234 members 
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Mstep: Class 1 contains 17738 members 
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Mstep: Class 1 contains 16039 members 
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Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 32040 members 
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Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 33151 members 
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Mstep: Class 2 contains 33848 members 
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Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11875 members 
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Mstep: Class 1 contains 11629 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 35570 members 
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Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -8599946.000000 Penalty: 5330.124023
	Iteration 97Q: 3 clusters Score -8599946 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8599937.000000 Penalty: 5330.124023
	Iteration 98Q: 3 clusters Score -8599937 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -8599937.000000 Penalty: 5330.124023
	Iteration 99Q: 3 clusters Score -8599937 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -8599957.000000 Penalty: 5330.124023
	Iteration 100F: 3 clusters Score -8599957 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -8599967.000000 Penalty: 5330.124023
	Iteration 101Q: 3 clusters Score -8599967 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -8599944.000000 Penalty: 5330.124023
	Iteration 102Q: 3 clusters Score -8599944 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -8599962.000000 Penalty: 5330.124023
	Iteration 103Q: 3 clusters Score -8599962 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -8599935.000000 Penalty: 5330.124023
	Iteration 104Q: 3 clusters Score -8599935 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -8599927.000000 Penalty: 5330.124023
	Iteration 105Q: 3 clusters Score -8599927 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -8599907.000000 Penalty: 5330.124023
	Iteration 106Q: 3 clusters Score -8599907 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 43404 members 
Entering Unmasked Estep 
Score: -8599904.000000 Penalty: 5330.124023
	Iteration 107Q: 3 clusters Score -8599904 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -8599849.000000 Penalty: 5330.124023
	Iteration 108Q: 3 clusters Score -8599849 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -8599826.000000 Penalty: 5330.124023
	Iteration 109Q: 3 clusters Score -8599826 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -8599773.000000 Penalty: 5330.124023
	Iteration 110Q: 3 clusters Score -8599773 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -8599730.000000 Penalty: 5330.124023
	Iteration 111Q: 3 clusters Score -8599730 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -8599668.000000 Penalty: 5330.124023
	Iteration 112Q: 3 clusters Score -8599668 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8599628.000000 Penalty: 5330.124023
	Iteration 113Q: 3 clusters Score -8599628 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -8599591.000000 Penalty: 5330.124023
	Iteration 114Q: 3 clusters Score -8599591 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -8599564.000000 Penalty: 5330.124023
	Iteration 115Q: 3 clusters Score -8599564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8599524.000000 Penalty: 5330.124023
	Iteration 116Q: 3 clusters Score -8599524 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -8599498.000000 Penalty: 5330.124023
	Iteration 117Q: 3 clusters Score -8599498 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8599457.000000 Penalty: 5330.124023
	Iteration 118Q: 3 clusters Score -8599457 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -8599425.000000 Penalty: 5330.124023
	Iteration 119Q: 3 clusters Score -8599425 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -8599388.000000 Penalty: 5330.124023
	Iteration 120F: 3 clusters Score -8599388 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -8599356.000000 Penalty: 5330.124023
	Iteration 121Q: 3 clusters Score -8599356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -8599323.000000 Penalty: 5330.124023
	Iteration 122Q: 3 clusters Score -8599323 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -8599273.000000 Penalty: 5330.124023
	Iteration 123Q: 3 clusters Score -8599273 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -8599260.000000 Penalty: 5330.124023
	Iteration 124Q: 3 clusters Score -8599260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -8599236.000000 Penalty: 5330.124023
	Iteration 125Q: 3 clusters Score -8599236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -8599236.000000 Penalty: 5330.124023
	Iteration 126Q: 3 clusters Score -8599236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -8599203.000000 Penalty: 5330.124023
	Iteration 127Q: 3 clusters Score -8599203 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -8599192.000000 Penalty: 5330.124023
	Iteration 128Q: 3 clusters Score -8599192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -8599175.000000 Penalty: 5330.124023
	Iteration 129Q: 3 clusters Score -8599175 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -8599162.000000 Penalty: 5330.124023
	Iteration 130Q: 3 clusters Score -8599162 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -8599156.000000 Penalty: 5330.124023
	Iteration 131Q: 3 clusters Score -8599156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -8599161.000000 Penalty: 5330.124023
	Iteration 132Q: 3 clusters Score -8599161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -8599158.000000 Penalty: 5330.124023
	Iteration 133Q: 3 clusters Score -8599158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -8599134.000000 Penalty: 5330.124023
	Iteration 134Q: 3 clusters Score -8599134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8599124.000000 Penalty: 5330.124023
	Iteration 135Q: 3 clusters Score -8599124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -8599120.000000 Penalty: 5330.124023
	Iteration 136Q: 3 clusters Score -8599120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8599113.000000 Penalty: 5330.124023
	Iteration 137Q: 3 clusters Score -8599113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -8599108.000000 Penalty: 5330.124023
	Iteration 138Q: 3 clusters Score -8599108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -8599108.000000 Penalty: 5330.124023
	Iteration 139Q: 3 clusters Score -8599108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -8599093.000000 Penalty: 5330.124023
	Iteration 140F: 3 clusters Score -8599093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -8599100.000000 Penalty: 5330.124023
	Iteration 141Q: 3 clusters Score -8599100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -8599098.000000 Penalty: 5330.124023
	Iteration 142Q: 3 clusters Score -8599098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -8599099.000000 Penalty: 5330.124023
	Iteration 143Q: 3 clusters Score -8599099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -8599094.000000 Penalty: 5330.124023
	Iteration 144Q: 3 clusters Score -8599094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -8599081.000000 Penalty: 5330.124023
	Iteration 145Q: 3 clusters Score -8599081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -8599086.000000 Penalty: 5330.124023
	Iteration 146Q: 3 clusters Score -8599086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -8599070.000000 Penalty: 5330.124023
	Iteration 147Q: 3 clusters Score -8599070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8599074.000000 Penalty: 5330.124023
	Iteration 148Q: 3 clusters Score -8599074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -8599075.000000 Penalty: 5330.124023
	Iteration 149Q: 3 clusters Score -8599075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -8599076.000000 Penalty: 5330.124023
	Iteration 150Q: 3 clusters Score -8599076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -8599073.000000 Penalty: 5330.124023
	Iteration 151Q: 3 clusters Score -8599073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -8599073.000000 Penalty: 5330.124023
	Iteration 152F: 3 clusters Score -8599073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Entering Unmasked Estep 
Score: -248431.750000 Penalty: 1820.366455
	Iteration 0F: 2 clusters Score -248431.8 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 775 members 
Entering Unmasked Estep 
Score: -246119.000000 Penalty: 3640.732910
	Iteration 0F: 3 clusters Score -246119 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -246615.843750 Penalty: 3640.732910
	Iteration 1F: 3 clusters Score -246615.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -246984.625000 Penalty: 3640.732910
	Iteration 2F: 3 clusters Score -246984.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -247358.078125 Penalty: 3640.732910
	Iteration 3F: 3 clusters Score -247358.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -247671.906250 Penalty: 3640.732910
	Iteration 4F: 3 clusters Score -247671.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -248007.593750 Penalty: 3640.732910
	Iteration 5F: 3 clusters Score -248007.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -248204.937500 Penalty: 3640.732910
	Iteration 6F: 3 clusters Score -248204.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -248355.296875 Penalty: 3640.732910
	Iteration 7Q: 3 clusters Score -248355.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -248431.031250 Penalty: 3640.732910
	Iteration 8Q: 3 clusters Score -248431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -248470.046875 Penalty: 3640.732910
	Iteration 9Q: 3 clusters Score -248470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -248498.609375 Penalty: 3640.732910
	Iteration 10Q: 3 clusters Score -248498.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -248523.156250 Penalty: 3640.732910
	Iteration 11Q: 3 clusters Score -248523.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -248542.234375 Penalty: 3640.732910
	Iteration 12Q: 3 clusters Score -248542.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -248552.703125 Penalty: 3640.732910
	Iteration 13Q: 3 clusters Score -248552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -248556.531250 Penalty: 3640.732910
	Iteration 14Q: 3 clusters Score -248556.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -248560.375000 Penalty: 3640.732910
	Iteration 15Q: 3 clusters Score -248560.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -248561.515625 Penalty: 3640.732910
	Iteration 16Q: 3 clusters Score -248561.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -248562.156250 Penalty: 3640.732910
	Iteration 17Q: 3 clusters Score -248562.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -248563.203125 Penalty: 3640.732910
	Iteration 18Q: 3 clusters Score -248563.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -248563.203125 Penalty: 3640.732910
	Iteration 19F: 3 clusters Score -248563.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41503 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51250 members 
Mstep: Class 5 contains 35331 members 
Mstep: Class 6 contains 44334 members 
Mstep: Class 7 contains 41099 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 48910 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 9229 members 
Mstep: Class 12 contains 47449 members 
Mstep: Class 13 contains 44784 members 
Mstep: Class 14 contains 48360 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 51813 members 
Mstep: Class 17 contains 39296 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44528 members 
Mstep: Class 20 contains 46454 members 
Mstep: Class 21 contains 847 members 
Mstep: Class 22 contains 47086 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46107 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
Score: -126919232.000000 Penalty: 83433.343750
Splitting cluster 21 changes total score from -126920304.000000 to -126919232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (47086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Entering Unmasked Estep 
Score: -8741751.000000 Penalty: 2668.413330
	Iteration 0F: 2 clusters Score -8741751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -8712893.000000 Penalty: 5336.826660
	Iteration 0F: 3 clusters Score -8712893 nChanged 21766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -8724921.000000 Penalty: 5336.826660
	Iteration 1F: 3 clusters Score -8724921 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -8725301.000000 Penalty: 5336.826660
	Iteration 2Q: 3 clusters Score -8725301 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -8725673.000000 Penalty: 5336.826660
	Iteration 3Q: 3 clusters Score -8725673 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -8725923.000000 Penalty: 5336.826660
	Iteration 4Q: 3 clusters Score -8725923 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -8726199.000000 Penalty: 5336.826660
	Iteration 5Q: 3 clusters Score -8726199 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -8726474.000000 Penalty: 5336.826660
	Iteration 6Q: 3 clusters Score -8726474 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -8726733.000000 Penalty: 5336.826660
	Iteration 7Q: 3 clusters Score -8726733 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -8727007.000000 Penalty: 5336.826660
	Iteration 8Q: 3 clusters Score -8727007 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -8727414.000000 Penalty: 5336.826660
	Iteration 9Q: 3 clusters Score -8727414 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -8727834.000000 Penalty: 5336.826660
	Iteration 10Q: 3 clusters Score -8727834 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -8728426.000000 Penalty: 5336.826660
	Iteration 11Q: 3 clusters Score -8728426 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -8729279.000000 Penalty: 5336.826660
	Iteration 12Q: 3 clusters Score -8729279 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -8730502.000000 Penalty: 5336.826660
	Iteration 13Q: 3 clusters Score -8730502 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -8732049.000000 Penalty: 5336.826660
	Iteration 14Q: 3 clusters Score -8732049 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -8733730.000000 Penalty: 5336.826660
	Iteration 15Q: 3 clusters Score -8733730 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -8735167.000000 Penalty: 5336.826660
	Iteration 16Q: 3 clusters Score -8735167 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -8735950.000000 Penalty: 5336.826660
	Iteration 17Q: 3 clusters Score -8735950 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -8736386.000000 Penalty: 5336.826660
	Iteration 18Q: 3 clusters Score -8736386 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -8736635.000000 Penalty: 5336.826660
	Iteration 19Q: 3 clusters Score -8736635 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -8736806.000000 Penalty: 5336.826660
	Iteration 20F: 3 clusters Score -8736806 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -8736984.000000 Penalty: 5336.826660
	Iteration 21Q: 3 clusters Score -8736984 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -8737135.000000 Penalty: 5336.826660
	Iteration 22Q: 3 clusters Score -8737135 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -8737348.000000 Penalty: 5336.826660
	Iteration 23Q: 3 clusters Score -8737348 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -8737574.000000 Penalty: 5336.826660
	Iteration 24Q: 3 clusters Score -8737574 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -8737768.000000 Penalty: 5336.826660
	Iteration 25Q: 3 clusters Score -8737768 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -8738033.000000 Penalty: 5336.826660
	Iteration 26Q: 3 clusters Score -8738033 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -8738263.000000 Penalty: 5336.826660
	Iteration 27Q: 3 clusters Score -8738263 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -8738495.000000 Penalty: 5336.826660
	Iteration 28Q: 3 clusters Score -8738495 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -8738818.000000 Penalty: 5336.826660
	Iteration 29Q: 3 clusters Score -8738818 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -8739167.000000 Penalty: 5336.826660
	Iteration 30Q: 3 clusters Score -8739167 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -8739440.000000 Penalty: 5336.826660
	Iteration 31Q: 3 clusters Score -8739440 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -8739629.000000 Penalty: 5336.826660
	Iteration 32Q: 3 clusters Score -8739629 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -8739808.000000 Penalty: 5336.826660
	Iteration 33Q: 3 clusters Score -8739808 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -8739847.000000 Penalty: 5336.826660
	Iteration 34Q: 3 clusters Score -8739847 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -8739923.000000 Penalty: 5336.826660
	Iteration 35Q: 3 clusters Score -8739923 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8739947.000000 Penalty: 5336.826660
	Iteration 36Q: 3 clusters Score -8739947 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8739951.000000 Penalty: 5336.826660
	Iteration 37Q: 3 clusters Score -8739951 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8739934.000000 Penalty: 5336.826660
	Iteration 38Q: 3 clusters Score -8739934 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8739934.000000 Penalty: 5336.826660
	Iteration 39Q: 3 clusters Score -8739934 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -8739929.000000 Penalty: 5336.826660
	Iteration 40F: 3 clusters Score -8739929 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8739952.000000 Penalty: 5336.826660
	Iteration 41Q: 3 clusters Score -8739952 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8739942.000000 Penalty: 5336.826660
	Iteration 42Q: 3 clusters Score -8739942 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8739966.000000 Penalty: 5336.826660
	Iteration 43Q: 3 clusters Score -8739966 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8739982.000000 Penalty: 5336.826660
	Iteration 44Q: 3 clusters Score -8739982 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8739976.000000 Penalty: 5336.826660
	Iteration 45Q: 3 clusters Score -8739976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8739994.000000 Penalty: 5336.826660
	Iteration 46Q: 3 clusters Score -8739994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8739999.000000 Penalty: 5336.826660
	Iteration 47Q: 3 clusters Score -8739999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8740003.000000 Penalty: 5336.826660
	Iteration 48Q: 3 clusters Score -8740003 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8739989.000000 Penalty: 5336.826660
	Iteration 49Q: 3 clusters Score -8739989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8739981.000000 Penalty: 5336.826660
	Iteration 50Q: 3 clusters Score -8739981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8739987.000000 Penalty: 5336.826660
	Iteration 51Q: 3 clusters Score -8739987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8739997.000000 Penalty: 5336.826660
	Iteration 52Q: 3 clusters Score -8739997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8740001.000000 Penalty: 5336.826660
	Iteration 53Q: 3 clusters Score -8740001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8740002.000000 Penalty: 5336.826660
	Iteration 54Q: 3 clusters Score -8740002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8740003.000000 Penalty: 5336.826660
	Iteration 55Q: 3 clusters Score -8740003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8740009.000000 Penalty: 5336.826660
	Iteration 56Q: 3 clusters Score -8740009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8740021.000000 Penalty: 5336.826660
	Iteration 57Q: 3 clusters Score -8740021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8740033.000000 Penalty: 5336.826660
	Iteration 58Q: 3 clusters Score -8740033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8740029.000000 Penalty: 5336.826660
	Iteration 59Q: 3 clusters Score -8740029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8740035.000000 Penalty: 5336.826660
	Iteration 60F: 3 clusters Score -8740035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8740029.000000 Penalty: 5336.826660
	Iteration 61Q: 3 clusters Score -8740029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8740040.000000 Penalty: 5336.826660
	Iteration 62Q: 3 clusters Score -8740040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8740027.000000 Penalty: 5336.826660
	Iteration 63Q: 3 clusters Score -8740027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8740032.000000 Penalty: 5336.826660
	Iteration 64Q: 3 clusters Score -8740032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8740026.000000 Penalty: 5336.826660
	Iteration 65Q: 3 clusters Score -8740026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8740029.000000 Penalty: 5336.826660
	Iteration 66Q: 3 clusters Score -8740029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8740035.000000 Penalty: 5336.826660
	Iteration 67Q: 3 clusters Score -8740035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8740031.000000 Penalty: 5336.826660
	Iteration 68Q: 3 clusters Score -8740031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8740035.000000 Penalty: 5336.826660
	Iteration 69Q: 3 clusters Score -8740035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8740031.000000 Penalty: 5336.826660
	Iteration 70Q: 3 clusters Score -8740031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8740031.000000 Penalty: 5336.826660
	Iteration 71F: 3 clusters Score -8740031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Entering Unmasked Estep 
Score: -117500.062500 Penalty: 1680.007446
	Iteration 0F: 2 clusters Score -117500.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -115743.218750 Penalty: 3360.014893
	Iteration 0F: 3 clusters Score -115743.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -116355.601562 Penalty: 3360.014893
	Iteration 1F: 3 clusters Score -116355.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116733.398438 Penalty: 3360.014893
	Iteration 2F: 3 clusters Score -116733.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -116998.359375 Penalty: 3360.014893
	Iteration 3F: 3 clusters Score -116998.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117146.531250 Penalty: 3360.014893
	Iteration 4Q: 3 clusters Score -117146.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117238.914062 Penalty: 3360.014893
	Iteration 5Q: 3 clusters Score -117238.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117318.414062 Penalty: 3360.014893
	Iteration 6Q: 3 clusters Score -117318.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117377.789062 Penalty: 3360.014893
	Iteration 7Q: 3 clusters Score -117377.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -117415.585938 Penalty: 3360.014893
	Iteration 8Q: 3 clusters Score -117415.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -117472.937500 Penalty: 3360.014893
	Iteration 9Q: 3 clusters Score -117472.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117500.945312 Penalty: 3360.014893
	Iteration 10Q: 3 clusters Score -117500.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117528.312500 Penalty: 3360.014893
	Iteration 11Q: 3 clusters Score -117528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117539.007812 Penalty: 3360.014893
	Iteration 12Q: 3 clusters Score -117539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -117543.640625 Penalty: 3360.014893
	Iteration 13Q: 3 clusters Score -117543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117550.070312 Penalty: 3360.014893
	Iteration 14Q: 3 clusters Score -117550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117557.257812 Penalty: 3360.014893
	Iteration 15Q: 3 clusters Score -117557.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -117568.906250 Penalty: 3360.014893
	Iteration 16Q: 3 clusters Score -117568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117574.593750 Penalty: 3360.014893
	Iteration 17Q: 3 clusters Score -117574.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117579.718750 Penalty: 3360.014893
	Iteration 18Q: 3 clusters Score -117579.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -117586.515625 Penalty: 3360.014893
	Iteration 19Q: 3 clusters Score -117586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -117598.773438 Penalty: 3360.014893
	Iteration 20F: 3 clusters Score -117598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -117615.500000 Penalty: 3360.014893
	Iteration 21Q: 3 clusters Score -117615.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -117632.898438 Penalty: 3360.014893
	Iteration 22Q: 3 clusters Score -117632.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117642.671875 Penalty: 3360.014893
	Iteration 23Q: 3 clusters Score -117642.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117656.070312 Penalty: 3360.014893
	Iteration 24Q: 3 clusters Score -117656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -117662.906250 Penalty: 3360.014893
	Iteration 25Q: 3 clusters Score -117662.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117666.070312 Penalty: 3360.014893
	Iteration 26Q: 3 clusters Score -117666.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117673.125000 Penalty: 3360.014893
	Iteration 27Q: 3 clusters Score -117673.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117677.890625 Penalty: 3360.014893
	Iteration 28Q: 3 clusters Score -117677.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117691.070312 Penalty: 3360.014893
	Iteration 29Q: 3 clusters Score -117691.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117706.195312 Penalty: 3360.014893
	Iteration 30Q: 3 clusters Score -117706.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -117720.515625 Penalty: 3360.014893
	Iteration 31Q: 3 clusters Score -117720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -117732.289062 Penalty: 3360.014893
	Iteration 32Q: 3 clusters Score -117732.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -117734.046875 Penalty: 3360.014893
	Iteration 33Q: 3 clusters Score -117734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -117735.546875 Penalty: 3360.014893
	Iteration 34Q: 3 clusters Score -117735.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -117737.710938 Penalty: 3360.014893
	Iteration 35Q: 3 clusters Score -117737.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117747.390625 Penalty: 3360.014893
	Iteration 36Q: 3 clusters Score -117747.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117747.390625 Penalty: 3360.014893
	Iteration 37F: 3 clusters Score -117747.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41503 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51250 members 
Mstep: Class 5 contains 35331 members 
Mstep: Class 6 contains 44334 members 
Mstep: Class 7 contains 41099 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 48910 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 9229 members 
Mstep: Class 12 contains 47449 members 
Mstep: Class 13 contains 44784 members 
Mstep: Class 14 contains 48360 members 
Mstep: Class 15 contains 434 members 
Mstep: Class 16 contains 51813 members 
Mstep: Class 17 contains 39296 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44528 members 
Mstep: Class 20 contains 46454 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 47086 members 
Mstep: Class 23 contains 441 members 
Mstep: Class 24 contains 46107 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
Score: -126919072.000000 Penalty: 83433.343750
Splitting cluster 23 changes total score from -126920304.000000 to -126919072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (46107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Entering Unmasked Estep 
Score: -8566691.000000 Penalty: 2663.202637
	Iteration 0F: 2 clusters Score -8566691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -8536948.000000 Penalty: 5326.405273
	Iteration 0F: 3 clusters Score -8536948 nChanged 21223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -8548607.000000 Penalty: 5326.405273
	Iteration 1F: 3 clusters Score -8548607 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -8549066.000000 Penalty: 5326.405273
	Iteration 2Q: 3 clusters Score -8549066 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -8549574.000000 Penalty: 5326.405273
	Iteration 3Q: 3 clusters Score -8549574 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -8550106.000000 Penalty: 5326.405273
	Iteration 4Q: 3 clusters Score -8550106 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -8550863.000000 Penalty: 5326.405273
	Iteration 5Q: 3 clusters Score -8550863 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -8551931.000000 Penalty: 5326.405273
	Iteration 6Q: 3 clusters Score -8551931 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -8553500.000000 Penalty: 5326.405273
	Iteration 7F: 3 clusters Score -8553500 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -8555668.000000 Penalty: 5326.405273
	Iteration 8F: 3 clusters Score -8555668 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -8558473.000000 Penalty: 5326.405273
	Iteration 9F: 3 clusters Score -8558473 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -8560926.000000 Penalty: 5326.405273
	Iteration 10F: 3 clusters Score -8560926 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -8562686.000000 Penalty: 5326.405273
	Iteration 11Q: 3 clusters Score -8562686 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -8563828.000000 Penalty: 5326.405273
	Iteration 12Q: 3 clusters Score -8563828 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -8564354.000000 Penalty: 5326.405273
	Iteration 13Q: 3 clusters Score -8564354 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -8564584.000000 Penalty: 5326.405273
	Iteration 14Q: 3 clusters Score -8564584 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8564675.000000 Penalty: 5326.405273
	Iteration 15Q: 3 clusters Score -8564675 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -8564706.000000 Penalty: 5326.405273
	Iteration 16Q: 3 clusters Score -8564706 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -8564716.000000 Penalty: 5326.405273
	Iteration 17Q: 3 clusters Score -8564716 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -8564715.000000 Penalty: 5326.405273
	Iteration 18Q: 3 clusters Score -8564715 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -8564711.000000 Penalty: 5326.405273
	Iteration 19Q: 3 clusters Score -8564711 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -8564693.000000 Penalty: 5326.405273
	Iteration 20F: 3 clusters Score -8564693 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -8564708.000000 Penalty: 5326.405273
	Iteration 21Q: 3 clusters Score -8564708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -8564706.000000 Penalty: 5326.405273
	Iteration 22Q: 3 clusters Score -8564706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -8564692.000000 Penalty: 5326.405273
	Iteration 23Q: 3 clusters Score -8564692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -8564685.000000 Penalty: 5326.405273
	Iteration 24Q: 3 clusters Score -8564685 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -8564693.000000 Penalty: 5326.405273
	Iteration 25Q: 3 clusters Score -8564693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -8564699.000000 Penalty: 5326.405273
	Iteration 26Q: 3 clusters Score -8564699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -8564699.000000 Penalty: 5326.405273
	Iteration 27Q: 3 clusters Score -8564699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -8564707.000000 Penalty: 5326.405273
	Iteration 28Q: 3 clusters Score -8564707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -8564701.000000 Penalty: 5326.405273
	Iteration 29Q: 3 clusters Score -8564701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -8564706.000000 Penalty: 5326.405273
	Iteration 30Q: 3 clusters Score -8564706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -8564715.000000 Penalty: 5326.405273
	Iteration 31Q: 3 clusters Score -8564715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -8564720.000000 Penalty: 5326.405273
	Iteration 32Q: 3 clusters Score -8564720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -8564718.000000 Penalty: 5326.405273
	Iteration 33Q: 3 clusters Score -8564718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -8564718.000000 Penalty: 5326.405273
	Iteration 34Q: 3 clusters Score -8564718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -8564725.000000 Penalty: 5326.405273
	Iteration 35Q: 3 clusters Score -8564725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -8564725.000000 Penalty: 5326.405273
	Iteration 36F: 3 clusters Score -8564725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -82402.640625 Penalty: 1556.607544
	Iteration 0F: 2 clusters Score -82402.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -80948.679688 Penalty: 3113.215088
	Iteration 0F: 3 clusters Score -80948.68 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81195.820312 Penalty: 3113.215088
	Iteration 1F: 3 clusters Score -81195.82 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -81366.523438 Penalty: 3113.215088
	Iteration 2F: 3 clusters Score -81366.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -81507.898438 Penalty: 3113.215088
	Iteration 3F: 3 clusters Score -81507.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -81768.171875 Penalty: 3113.215088
	Iteration 4F: 3 clusters Score -81768.17 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82096.203125 Penalty: 3113.215088
	Iteration 5F: 3 clusters Score -82096.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82317.250000 Penalty: 3113.215088
	Iteration 6Q: 3 clusters Score -82317.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -82469.109375 Penalty: 3113.215088
	Iteration 7Q: 3 clusters Score -82469.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -82564.945312 Penalty: 3113.215088
	Iteration 8Q: 3 clusters Score -82564.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82603.507812 Penalty: 3113.215088
	Iteration 9Q: 3 clusters Score -82603.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82643.070312 Penalty: 3113.215088
	Iteration 10Q: 3 clusters Score -82643.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82660.562500 Penalty: 3113.215088
	Iteration 11Q: 3 clusters Score -82660.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82664.929688 Penalty: 3113.215088
	Iteration 12Q: 3 clusters Score -82664.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -82668.132812 Penalty: 3113.215088
	Iteration 13Q: 3 clusters Score -82668.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82669.312500 Penalty: 3113.215088
	Iteration 14Q: 3 clusters Score -82669.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82669.414062 Penalty: 3113.215088
	Iteration 15F: 3 clusters Score -82669.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82677.640625 Penalty: 3113.215088
	Iteration 16Q: 3 clusters Score -82677.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82677.640625 Penalty: 3113.215088
	Iteration 17F: 3 clusters Score -82677.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41503 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51250 members 
Mstep: Class 5 contains 35331 members 
Mstep: Class 6 contains 44334 members 
Mstep: Class 7 contains 41099 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 48910 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 9229 members 
Mstep: Class 12 contains 47449 members 
Mstep: Class 13 contains 44784 members 
Mstep: Class 14 contains 48360 members 
Mstep: Class 15 contains 305 members 
Mstep: Class 16 contains 51813 members 
Mstep: Class 17 contains 39296 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44528 members 
Mstep: Class 20 contains 46454 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 47086 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46107 members 
Mstep: Class 25 contains 227 members 
Entering Unmasked Estep 
Score: -126919040.000000 Penalty: 83433.343750
Splitting cluster 25 changes total score from -126920304.000000 to -126919040.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41503 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51250 members 
Mstep: Class 5 contains 35331 members 
Mstep: Class 6 contains 44334 members 
Mstep: Class 7 contains 41099 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 48910 members 
Mstep: Class 10 contains 3065 members 
Mstep: Class 11 contains 9229 members 
Mstep: Class 12 contains 47449 members 
Mstep: Class 13 contains 44784 members 
Mstep: Class 14 contains 48360 members 
Mstep: Class 16 contains 51813 members 
Mstep: Class 17 contains 39296 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44528 members 
Mstep: Class 20 contains 46454 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 47086 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46107 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920568.000000 Penalty: 80096.007812
Iteration 159Q: 25 clusters Score -1.269206e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41486 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 51225 members 
Mstep: Class 5 contains 35650 members 
Mstep: Class 6 contains 44326 members 
Mstep: Class 7 contains 41083 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 48883 members 
Mstep: Class 10 contains 3054 members 
Mstep: Class 11 contains 9220 members 
Mstep: Class 12 contains 47459 members 
Mstep: Class 13 contains 44792 members 
Mstep: Class 14 contains 48293 members 
Mstep: Class 16 contains 51765 members 
Mstep: Class 17 contains 39180 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44507 members 
Mstep: Class 20 contains 46468 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 47100 members 
Mstep: Class 23 contains 875 members 
Mstep: Class 24 contains 46108 members 
Mstep: Class 25 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920528.000000 Penalty: 80096.007812
Iteration 160F: 25 clusters Score -1.269205e+08 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41492 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51193 members 
Mstep: Class 5 contains 35973 members 
Mstep: Class 6 contains 44295 members 
Mstep: Class 7 contains 41064 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 48871 members 
Mstep: Class 10 contains 3044 members 
Mstep: Class 11 contains 9211 members 
Mstep: Class 12 contains 47478 members 
Mstep: Class 13 contains 44799 members 
Mstep: Class 14 contains 48252 members 
Mstep: Class 16 contains 51713 members 
Mstep: Class 17 contains 39061 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44499 members 
Mstep: Class 20 contains 46463 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 47106 members 
Mstep: Class 23 contains 874 members 
Mstep: Class 24 contains 46084 members 
Mstep: Class 25 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920600.000000 Penalty: 80096.007812
Iteration 161Q: 25 clusters Score -1.269206e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41484 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51144 members 
Mstep: Class 5 contains 36313 members 
Mstep: Class 6 contains 44295 members 
Mstep: Class 7 contains 41069 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 48854 members 
Mstep: Class 10 contains 3036 members 
Mstep: Class 11 contains 9201 members 
Mstep: Class 12 contains 47474 members 
Mstep: Class 13 contains 44812 members 
Mstep: Class 14 contains 48190 members 
Mstep: Class 16 contains 51728 members 
Mstep: Class 17 contains 38907 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44458 members 
Mstep: Class 20 contains 46449 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 47109 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 46075 members 
Mstep: Class 25 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920928.000000 Penalty: 80096.007812
Iteration 162Q: 25 clusters Score -1.269209e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41471 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51107 members 
Mstep: Class 5 contains 36661 members 
Mstep: Class 6 contains 44303 members 
Mstep: Class 7 contains 41040 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 48826 members 
Mstep: Class 10 contains 3026 members 
Mstep: Class 11 contains 9197 members 
Mstep: Class 12 contains 47463 members 
Mstep: Class 13 contains 44821 members 
Mstep: Class 14 contains 48131 members 
Mstep: Class 16 contains 51767 members 
Mstep: Class 17 contains 38752 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44426 members 
Mstep: Class 20 contains 46457 members 
Mstep: Class 21 contains 1541 members 
Mstep: Class 22 contains 47100 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 46050 members 
Mstep: Class 25 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920904.000000 Penalty: 80096.007812
Iteration 163Q: 25 clusters Score -1.269209e+08 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41433 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 51084 members 
Mstep: Class 5 contains 37029 members 
Mstep: Class 6 contains 44298 members 
Mstep: Class 7 contains 41018 members 
Mstep: Class 8 contains 520 members 
Mstep: Class 9 contains 48788 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 9184 members 
Mstep: Class 12 contains 47423 members 
Mstep: Class 13 contains 44830 members 
Mstep: Class 14 contains 48110 members 
Mstep: Class 16 contains 51803 members 
Mstep: Class 17 contains 38631 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44380 members 
Mstep: Class 20 contains 46465 members 
Mstep: Class 21 contains 1540 members 
Mstep: Class 22 contains 47106 members 
Mstep: Class 23 contains 873 members 
Mstep: Class 24 contains 46001 members 
Mstep: Class 25 contains 534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920736.000000 Penalty: 80096.007812
Iteration 164Q: 25 clusters Score -1.269207e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41406 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 51069 members 
Mstep: Class 5 contains 37405 members 
Mstep: Class 6 contains 44274 members 
Mstep: Class 7 contains 40989 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48802 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 9180 members 
Mstep: Class 12 contains 47389 members 
Mstep: Class 13 contains 44830 members 
Mstep: Class 14 contains 48033 members 
Mstep: Class 16 contains 51820 members 
Mstep: Class 17 contains 38518 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44321 members 
Mstep: Class 20 contains 46459 members 
Mstep: Class 21 contains 1539 members 
Mstep: Class 22 contains 47107 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45988 members 
Mstep: Class 25 contains 535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920608.000000 Penalty: 80096.007812
Iteration 165Q: 25 clusters Score -1.269206e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41399 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 51064 members 
Mstep: Class 5 contains 37779 members 
Mstep: Class 6 contains 44208 members 
Mstep: Class 7 contains 40967 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48836 members 
Mstep: Class 10 contains 3000 members 
Mstep: Class 11 contains 9174 members 
Mstep: Class 12 contains 47358 members 
Mstep: Class 13 contains 44839 members 
Mstep: Class 14 contains 47992 members 
Mstep: Class 16 contains 51833 members 
Mstep: Class 17 contains 38379 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44272 members 
Mstep: Class 20 contains 46453 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47117 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45927 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920544.000000 Penalty: 80096.007812
Iteration 166Q: 25 clusters Score -1.269205e+08 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41399 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 51058 members 
Mstep: Class 5 contains 38124 members 
Mstep: Class 6 contains 44176 members 
Mstep: Class 7 contains 40937 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48847 members 
Mstep: Class 10 contains 2994 members 
Mstep: Class 11 contains 9166 members 
Mstep: Class 12 contains 47328 members 
Mstep: Class 13 contains 44840 members 
Mstep: Class 14 contains 47960 members 
Mstep: Class 16 contains 51832 members 
Mstep: Class 17 contains 38249 members 
Mstep: Class 18 contains 3286 members 
Mstep: Class 19 contains 44251 members 
Mstep: Class 20 contains 46451 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47127 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45856 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920880.000000 Penalty: 80096.007812
Iteration 167Q: 25 clusters Score -1.269209e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41390 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 51011 members 
Mstep: Class 5 contains 38469 members 
Mstep: Class 6 contains 44151 members 
Mstep: Class 7 contains 40910 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48869 members 
Mstep: Class 10 contains 2990 members 
Mstep: Class 11 contains 9164 members 
Mstep: Class 12 contains 47337 members 
Mstep: Class 13 contains 44827 members 
Mstep: Class 14 contains 47915 members 
Mstep: Class 16 contains 51781 members 
Mstep: Class 17 contains 38149 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 44266 members 
Mstep: Class 20 contains 46449 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47103 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45813 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921320.000000 Penalty: 80096.007812
Iteration 168Q: 25 clusters Score -1.269213e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41371 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 50989 members 
Mstep: Class 5 contains 38814 members 
Mstep: Class 6 contains 44134 members 
Mstep: Class 7 contains 40885 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48879 members 
Mstep: Class 10 contains 2981 members 
Mstep: Class 11 contains 9160 members 
Mstep: Class 12 contains 47324 members 
Mstep: Class 13 contains 44799 members 
Mstep: Class 14 contains 47874 members 
Mstep: Class 16 contains 51756 members 
Mstep: Class 17 contains 38056 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 44270 members 
Mstep: Class 20 contains 46455 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47087 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45760 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921784.000000 Penalty: 80096.007812
Iteration 169Q: 25 clusters Score -1.269218e+08 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41354 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 51001 members 
Mstep: Class 5 contains 39133 members 
Mstep: Class 6 contains 44112 members 
Mstep: Class 7 contains 40884 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48888 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 9159 members 
Mstep: Class 12 contains 47325 members 
Mstep: Class 13 contains 44778 members 
Mstep: Class 14 contains 47838 members 
Mstep: Class 16 contains 51703 members 
Mstep: Class 17 contains 37993 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 44229 members 
Mstep: Class 20 contains 46463 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47063 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45700 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921544.000000 Penalty: 80096.007812
Iteration 170Q: 25 clusters Score -1.269215e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41340 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 50966 members 
Mstep: Class 5 contains 39459 members 
Mstep: Class 6 contains 44070 members 
Mstep: Class 7 contains 40861 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48891 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 9155 members 
Mstep: Class 12 contains 47339 members 
Mstep: Class 13 contains 44755 members 
Mstep: Class 14 contains 47814 members 
Mstep: Class 16 contains 51657 members 
Mstep: Class 17 contains 37942 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 44195 members 
Mstep: Class 20 contains 46461 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47053 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45678 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921200.000000 Penalty: 80096.007812
Iteration 171Q: 25 clusters Score -1.269212e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41318 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 50948 members 
Mstep: Class 5 contains 39735 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 40832 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48912 members 
Mstep: Class 10 contains 2941 members 
Mstep: Class 11 contains 9149 members 
Mstep: Class 12 contains 47337 members 
Mstep: Class 13 contains 44749 members 
Mstep: Class 14 contains 47791 members 
Mstep: Class 16 contains 51634 members 
Mstep: Class 17 contains 37881 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 44206 members 
Mstep: Class 20 contains 46444 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47041 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45643 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921208.000000 Penalty: 80096.007812
Iteration 172Q: 25 clusters Score -1.269212e+08 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41315 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 50934 members 
Mstep: Class 5 contains 39957 members 
Mstep: Class 6 contains 44013 members 
Mstep: Class 7 contains 40800 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48895 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 11 contains 9145 members 
Mstep: Class 12 contains 47337 members 
Mstep: Class 13 contains 44758 members 
Mstep: Class 14 contains 47782 members 
Mstep: Class 16 contains 51633 members 
Mstep: Class 17 contains 37839 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 44196 members 
Mstep: Class 20 contains 46444 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47039 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45588 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920976.000000 Penalty: 80096.007812
Iteration 173Q: 25 clusters Score -1.26921e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41312 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 50975 members 
Mstep: Class 5 contains 40181 members 
Mstep: Class 6 contains 43992 members 
Mstep: Class 7 contains 40750 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48880 members 
Mstep: Class 10 contains 2911 members 
Mstep: Class 11 contains 9146 members 
Mstep: Class 12 contains 47306 members 
Mstep: Class 13 contains 44761 members 
Mstep: Class 14 contains 47771 members 
Mstep: Class 16 contains 51647 members 
Mstep: Class 17 contains 37784 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 44172 members 
Mstep: Class 20 contains 46434 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47047 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45527 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921040.000000 Penalty: 80096.007812
Iteration 174Q: 25 clusters Score -1.26921e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41288 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 50994 members 
Mstep: Class 5 contains 40361 members 
Mstep: Class 6 contains 43973 members 
Mstep: Class 7 contains 40716 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48868 members 
Mstep: Class 10 contains 2900 members 
Mstep: Class 11 contains 9140 members 
Mstep: Class 12 contains 47319 members 
Mstep: Class 13 contains 44766 members 
Mstep: Class 14 contains 47753 members 
Mstep: Class 16 contains 51632 members 
Mstep: Class 17 contains 37744 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 44155 members 
Mstep: Class 20 contains 46443 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47064 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45480 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921264.000000 Penalty: 80096.007812
Iteration 175Q: 25 clusters Score -1.269213e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41270 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 51042 members 
Mstep: Class 5 contains 40504 members 
Mstep: Class 6 contains 43942 members 
Mstep: Class 7 contains 40691 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48862 members 
Mstep: Class 10 contains 2890 members 
Mstep: Class 11 contains 9135 members 
Mstep: Class 12 contains 47331 members 
Mstep: Class 13 contains 44761 members 
Mstep: Class 14 contains 47758 members 
Mstep: Class 16 contains 51655 members 
Mstep: Class 17 contains 37685 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 44123 members 
Mstep: Class 20 contains 46434 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47077 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45436 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921512.000000 Penalty: 80096.007812
Iteration 176Q: 25 clusters Score -1.269215e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41250 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 51074 members 
Mstep: Class 5 contains 40674 members 
Mstep: Class 6 contains 43924 members 
Mstep: Class 7 contains 40650 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48848 members 
Mstep: Class 10 contains 2878 members 
Mstep: Class 11 contains 9128 members 
Mstep: Class 12 contains 47354 members 
Mstep: Class 13 contains 44759 members 
Mstep: Class 14 contains 47734 members 
Mstep: Class 16 contains 51634 members 
Mstep: Class 17 contains 37646 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 44108 members 
Mstep: Class 20 contains 46426 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47099 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45410 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921744.000000 Penalty: 80096.007812
Iteration 177Q: 25 clusters Score -1.269217e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41234 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 51137 members 
Mstep: Class 5 contains 40817 members 
Mstep: Class 6 contains 43911 members 
Mstep: Class 7 contains 40627 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48835 members 
Mstep: Class 10 contains 2868 members 
Mstep: Class 11 contains 9124 members 
Mstep: Class 12 contains 47356 members 
Mstep: Class 13 contains 44745 members 
Mstep: Class 14 contains 47726 members 
Mstep: Class 16 contains 51622 members 
Mstep: Class 17 contains 37598 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 44098 members 
Mstep: Class 20 contains 46425 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47104 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45370 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921608.000000 Penalty: 80096.007812
Iteration 178Q: 25 clusters Score -1.269216e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41221 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 51199 members 
Mstep: Class 5 contains 40966 members 
Mstep: Class 6 contains 43897 members 
Mstep: Class 7 contains 40604 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48842 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 9122 members 
Mstep: Class 12 contains 47363 members 
Mstep: Class 13 contains 44729 members 
Mstep: Class 14 contains 47720 members 
Mstep: Class 16 contains 51594 members 
Mstep: Class 17 contains 37528 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 44074 members 
Mstep: Class 20 contains 46425 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47113 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45341 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921384.000000 Penalty: 80096.007812
Iteration 179Q: 25 clusters Score -1.269214e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41238 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 51275 members 
Mstep: Class 5 contains 41105 members 
Mstep: Class 6 contains 43875 members 
Mstep: Class 7 contains 40581 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48852 members 
Mstep: Class 10 contains 2858 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 47342 members 
Mstep: Class 13 contains 44711 members 
Mstep: Class 14 contains 47720 members 
Mstep: Class 16 contains 51592 members 
Mstep: Class 17 contains 37459 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 44042 members 
Mstep: Class 20 contains 46436 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47112 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45276 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921448.000000 Penalty: 80096.007812
Iteration 180F: 25 clusters Score -1.269214e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41255 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 51292 members 
Mstep: Class 5 contains 41258 members 
Mstep: Class 6 contains 43875 members 
Mstep: Class 7 contains 40567 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48832 members 
Mstep: Class 10 contains 2855 members 
Mstep: Class 11 contains 9119 members 
Mstep: Class 12 contains 47311 members 
Mstep: Class 13 contains 44687 members 
Mstep: Class 14 contains 47737 members 
Mstep: Class 16 contains 51603 members 
Mstep: Class 17 contains 37408 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 44040 members 
Mstep: Class 20 contains 46418 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45213 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921568.000000 Penalty: 80096.007812
Iteration 181Q: 25 clusters Score -1.269216e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41285 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 51300 members 
Mstep: Class 5 contains 41394 members 
Mstep: Class 6 contains 43889 members 
Mstep: Class 7 contains 40558 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48804 members 
Mstep: Class 10 contains 2851 members 
Mstep: Class 11 contains 9112 members 
Mstep: Class 12 contains 47282 members 
Mstep: Class 13 contains 44683 members 
Mstep: Class 14 contains 47708 members 
Mstep: Class 16 contains 51606 members 
Mstep: Class 17 contains 37352 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 44059 members 
Mstep: Class 20 contains 46416 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47150 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45145 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921936.000000 Penalty: 80096.007812
Iteration 182Q: 25 clusters Score -1.269219e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41308 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 51304 members 
Mstep: Class 5 contains 41521 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 40529 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48825 members 
Mstep: Class 10 contains 2849 members 
Mstep: Class 11 contains 9106 members 
Mstep: Class 12 contains 47263 members 
Mstep: Class 13 contains 44669 members 
Mstep: Class 14 contains 47686 members 
Mstep: Class 16 contains 51648 members 
Mstep: Class 17 contains 37291 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 44062 members 
Mstep: Class 20 contains 46402 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47183 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45055 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921968.000000 Penalty: 80096.007812
Iteration 183Q: 25 clusters Score -1.26922e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41343 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 51301 members 
Mstep: Class 5 contains 41611 members 
Mstep: Class 6 contains 43892 members 
Mstep: Class 7 contains 40509 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48819 members 
Mstep: Class 10 contains 2844 members 
Mstep: Class 11 contains 9095 members 
Mstep: Class 12 contains 47250 members 
Mstep: Class 13 contains 44647 members 
Mstep: Class 14 contains 47701 members 
Mstep: Class 16 contains 51645 members 
Mstep: Class 17 contains 37242 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 44079 members 
Mstep: Class 20 contains 46416 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47190 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45009 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921968.000000 Penalty: 80096.007812
Iteration 184Q: 25 clusters Score -1.26922e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41366 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 51326 members 
Mstep: Class 5 contains 41660 members 
Mstep: Class 6 contains 43903 members 
Mstep: Class 7 contains 40501 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48830 members 
Mstep: Class 10 contains 2839 members 
Mstep: Class 11 contains 9084 members 
Mstep: Class 12 contains 47224 members 
Mstep: Class 13 contains 44624 members 
Mstep: Class 14 contains 47706 members 
Mstep: Class 16 contains 51669 members 
Mstep: Class 17 contains 37186 members 
Mstep: Class 18 contains 3284 members 
Mstep: Class 19 contains 44123 members 
Mstep: Class 20 contains 46410 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47209 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44933 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922144.000000 Penalty: 80096.007812
Iteration 185Q: 25 clusters Score -1.269221e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41405 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 51316 members 
Mstep: Class 5 contains 41701 members 
Mstep: Class 6 contains 43920 members 
Mstep: Class 7 contains 40498 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48845 members 
Mstep: Class 10 contains 2835 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 47225 members 
Mstep: Class 13 contains 44601 members 
Mstep: Class 14 contains 47673 members 
Mstep: Class 16 contains 51703 members 
Mstep: Class 17 contains 37111 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 44145 members 
Mstep: Class 20 contains 46403 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47245 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44892 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922352.000000 Penalty: 80096.007812
Iteration 186Q: 25 clusters Score -1.269224e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41436 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 51288 members 
Mstep: Class 5 contains 41735 members 
Mstep: Class 6 contains 43944 members 
Mstep: Class 7 contains 40510 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48875 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 9075 members 
Mstep: Class 12 contains 47231 members 
Mstep: Class 13 contains 44572 members 
Mstep: Class 14 contains 47636 members 
Mstep: Class 16 contains 51743 members 
Mstep: Class 17 contains 37031 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 44171 members 
Mstep: Class 20 contains 46403 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47250 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44859 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922328.000000 Penalty: 80096.007812
Iteration 187Q: 25 clusters Score -1.269223e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41466 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 51248 members 
Mstep: Class 5 contains 41763 members 
Mstep: Class 6 contains 43905 members 
Mstep: Class 7 contains 40545 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48874 members 
Mstep: Class 10 contains 2829 members 
Mstep: Class 11 contains 9070 members 
Mstep: Class 12 contains 47238 members 
Mstep: Class 13 contains 44551 members 
Mstep: Class 14 contains 47642 members 
Mstep: Class 16 contains 51835 members 
Mstep: Class 17 contains 36951 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 44164 members 
Mstep: Class 20 contains 46411 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47238 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44863 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922432.000000 Penalty: 80096.007812
Iteration 188Q: 25 clusters Score -1.269224e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41460 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 51258 members 
Mstep: Class 5 contains 41773 members 
Mstep: Class 6 contains 43866 members 
Mstep: Class 7 contains 40557 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48879 members 
Mstep: Class 10 contains 2826 members 
Mstep: Class 11 contains 9065 members 
Mstep: Class 12 contains 47280 members 
Mstep: Class 13 contains 44540 members 
Mstep: Class 14 contains 47643 members 
Mstep: Class 16 contains 51872 members 
Mstep: Class 17 contains 36901 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 44176 members 
Mstep: Class 20 contains 46420 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47229 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44846 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922432.000000 Penalty: 80096.007812
Iteration 189Q: 25 clusters Score -1.269224e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41468 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 51227 members 
Mstep: Class 5 contains 41794 members 
Mstep: Class 6 contains 43839 members 
Mstep: Class 7 contains 40568 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48891 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 9060 members 
Mstep: Class 12 contains 47308 members 
Mstep: Class 13 contains 44540 members 
Mstep: Class 14 contains 47658 members 
Mstep: Class 16 contains 51914 members 
Mstep: Class 17 contains 36829 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 44181 members 
Mstep: Class 20 contains 46430 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47244 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44820 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922176.000000 Penalty: 80096.007812
Iteration 190Q: 25 clusters Score -1.269222e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41492 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 51219 members 
Mstep: Class 5 contains 41791 members 
Mstep: Class 6 contains 43815 members 
Mstep: Class 7 contains 40605 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48898 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 9058 members 
Mstep: Class 12 contains 47340 members 
Mstep: Class 13 contains 44542 members 
Mstep: Class 14 contains 47671 members 
Mstep: Class 16 contains 51931 members 
Mstep: Class 17 contains 36755 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 44166 members 
Mstep: Class 20 contains 46437 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47234 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44823 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922072.000000 Penalty: 80096.007812
Iteration 191Q: 25 clusters Score -1.269221e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41520 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 51203 members 
Mstep: Class 5 contains 41790 members 
Mstep: Class 6 contains 43806 members 
Mstep: Class 7 contains 40642 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48900 members 
Mstep: Class 10 contains 2808 members 
Mstep: Class 11 contains 9052 members 
Mstep: Class 12 contains 47381 members 
Mstep: Class 13 contains 44530 members 
Mstep: Class 14 contains 47671 members 
Mstep: Class 16 contains 51948 members 
Mstep: Class 17 contains 36695 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 44171 members 
Mstep: Class 20 contains 46426 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47233 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44815 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921904.000000 Penalty: 80096.007812
Iteration 192Q: 25 clusters Score -1.269219e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41563 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 51197 members 
Mstep: Class 5 contains 41791 members 
Mstep: Class 6 contains 43790 members 
Mstep: Class 7 contains 40677 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48910 members 
Mstep: Class 10 contains 2801 members 
Mstep: Class 11 contains 9047 members 
Mstep: Class 12 contains 47399 members 
Mstep: Class 13 contains 44509 members 
Mstep: Class 14 contains 47706 members 
Mstep: Class 16 contains 51943 members 
Mstep: Class 17 contains 36626 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 44162 members 
Mstep: Class 20 contains 46423 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47234 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44814 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921976.000000 Penalty: 80096.007812
Iteration 193Q: 25 clusters Score -1.26922e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41599 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 51183 members 
Mstep: Class 5 contains 41770 members 
Mstep: Class 6 contains 43781 members 
Mstep: Class 7 contains 40702 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48915 members 
Mstep: Class 10 contains 2793 members 
Mstep: Class 11 contains 9045 members 
Mstep: Class 12 contains 47426 members 
Mstep: Class 13 contains 44480 members 
Mstep: Class 14 contains 47725 members 
Mstep: Class 16 contains 52000 members 
Mstep: Class 17 contains 36556 members 
Mstep: Class 18 contains 3282 members 
Mstep: Class 19 contains 44141 members 
Mstep: Class 20 contains 46433 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47218 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44825 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921776.000000 Penalty: 80096.007812
Iteration 194Q: 25 clusters Score -1.269218e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41649 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 51189 members 
Mstep: Class 5 contains 41729 members 
Mstep: Class 6 contains 43789 members 
Mstep: Class 7 contains 40727 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48900 members 
Mstep: Class 10 contains 2785 members 
Mstep: Class 11 contains 9042 members 
Mstep: Class 12 contains 47450 members 
Mstep: Class 13 contains 44454 members 
Mstep: Class 14 contains 47745 members 
Mstep: Class 16 contains 52039 members 
Mstep: Class 17 contains 36506 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 44099 members 
Mstep: Class 20 contains 46442 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47226 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44822 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921832.000000 Penalty: 80096.007812
Iteration 195Q: 25 clusters Score -1.269218e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41671 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 51186 members 
Mstep: Class 5 contains 41712 members 
Mstep: Class 6 contains 43809 members 
Mstep: Class 7 contains 40756 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48866 members 
Mstep: Class 10 contains 2776 members 
Mstep: Class 11 contains 9043 members 
Mstep: Class 12 contains 47481 members 
Mstep: Class 13 contains 44426 members 
Mstep: Class 14 contains 47753 members 
Mstep: Class 16 contains 52067 members 
Mstep: Class 17 contains 36448 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 44072 members 
Mstep: Class 20 contains 46455 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47242 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44829 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922000.000000 Penalty: 80096.007812
Iteration 196Q: 25 clusters Score -1.26922e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41702 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 51176 members 
Mstep: Class 5 contains 41711 members 
Mstep: Class 6 contains 43816 members 
Mstep: Class 7 contains 40798 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48841 members 
Mstep: Class 10 contains 2773 members 
Mstep: Class 11 contains 9041 members 
Mstep: Class 12 contains 47508 members 
Mstep: Class 13 contains 44391 members 
Mstep: Class 14 contains 47762 members 
Mstep: Class 16 contains 52086 members 
Mstep: Class 17 contains 36379 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 44069 members 
Mstep: Class 20 contains 46455 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47253 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44831 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921960.000000 Penalty: 80096.007812
Iteration 197Q: 25 clusters Score -1.26922e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41756 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51158 members 
Mstep: Class 5 contains 41694 members 
Mstep: Class 6 contains 43836 members 
Mstep: Class 7 contains 40841 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48819 members 
Mstep: Class 10 contains 2769 members 
Mstep: Class 11 contains 9033 members 
Mstep: Class 12 contains 47547 members 
Mstep: Class 13 contains 44352 members 
Mstep: Class 14 contains 47792 members 
Mstep: Class 16 contains 52079 members 
Mstep: Class 17 contains 36299 members 
Mstep: Class 18 contains 3281 members 
Mstep: Class 19 contains 44066 members 
Mstep: Class 20 contains 46458 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47260 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44832 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922160.000000 Penalty: 80096.007812
Iteration 198Q: 25 clusters Score -1.269222e+08 nChanged 1313
Entering ConstructFrom: 
Score: -126922160.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -21693.976562 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -21693.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20527.117188 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -20527.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20629.474609 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -20629.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20682.767578 Penalty: 2767.546143
	Iteration 2F: 3 clusters Score -20682.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20718.804688 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -20718.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20731.033203 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -20731.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20739.722656 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -20739.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20768.187500 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -20768.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20793.976562 Penalty: 2767.546143
	Iteration 7Q: 3 clusters Score -20793.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20804.466797 Penalty: 2767.546143
	Iteration 8Q: 3 clusters Score -20804.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -20812.787109 Penalty: 2767.546143
	Iteration 9Q: 3 clusters Score -20812.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -20818.259766 Penalty: 2767.546143
	Iteration 10Q: 3 clusters Score -20818.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20820.757812 Penalty: 2767.546143
	Iteration 11Q: 3 clusters Score -20820.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -20820.757812 Penalty: 2767.546143
	Iteration 12F: 3 clusters Score -20820.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Entering Unmasked Estep 
Score: -7706356.000000 Penalty: 2638.697510
	Iteration 0F: 2 clusters Score -7706356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -7678397.500000 Penalty: 5277.395020
	Iteration 0F: 3 clusters Score -7678398 nChanged 19201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -7688776.000000 Penalty: 5277.395020
	Iteration 1F: 3 clusters Score -7688776 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -7689394.500000 Penalty: 5277.395020
	Iteration 2Q: 3 clusters Score -7689394 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -7690133.500000 Penalty: 5277.395020
	Iteration 3Q: 3 clusters Score -7690134 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -7691243.500000 Penalty: 5277.395020
	Iteration 4F: 3 clusters Score -7691244 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -7693033.500000 Penalty: 5277.395020
	Iteration 5F: 3 clusters Score -7693034 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -7695591.000000 Penalty: 5277.395020
	Iteration 6F: 3 clusters Score -7695591 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -7698696.500000 Penalty: 5277.395020
	Iteration 7F: 3 clusters Score -7698696 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -7701267.500000 Penalty: 5277.395020
	Iteration 8F: 3 clusters Score -7701268 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -7703066.500000 Penalty: 5277.395020
	Iteration 9Q: 3 clusters Score -7703066 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -7704205.500000 Penalty: 5277.395020
	Iteration 10Q: 3 clusters Score -7704206 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -7704935.500000 Penalty: 5277.395020
	Iteration 11Q: 3 clusters Score -7704936 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7705181.000000 Penalty: 5277.395020
	Iteration 12Q: 3 clusters Score -7705181 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -7705263.500000 Penalty: 5277.395020
	Iteration 13Q: 3 clusters Score -7705264 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -7705296.500000 Penalty: 5277.395020
	Iteration 14Q: 3 clusters Score -7705296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -7705295.500000 Penalty: 5277.395020
	Iteration 15Q: 3 clusters Score -7705296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -7705285.000000 Penalty: 5277.395020
	Iteration 16Q: 3 clusters Score -7705285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -7705284.000000 Penalty: 5277.395020
	Iteration 17Q: 3 clusters Score -7705284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -7705296.000000 Penalty: 5277.395020
	Iteration 18Q: 3 clusters Score -7705296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -7705295.500000 Penalty: 5277.395020
	Iteration 19Q: 3 clusters Score -7705296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -7705298.000000 Penalty: 5277.395020
	Iteration 20F: 3 clusters Score -7705298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -7705297.000000 Penalty: 5277.395020
	Iteration 21Q: 3 clusters Score -7705297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -7705297.000000 Penalty: 5277.395020
	Iteration 22Q: 3 clusters Score -7705297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -7705297.500000 Penalty: 5277.395020
	Iteration 23Q: 3 clusters Score -7705298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -7705294.000000 Penalty: 5277.395020
	Iteration 24Q: 3 clusters Score -7705294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -7705292.500000 Penalty: 5277.395020
	Iteration 25Q: 3 clusters Score -7705292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -7705294.500000 Penalty: 5277.395020
	Iteration 26Q: 3 clusters Score -7705294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -7705293.500000 Penalty: 5277.395020
	Iteration 27Q: 3 clusters Score -7705294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -7705306.000000 Penalty: 5277.395020
	Iteration 28Q: 3 clusters Score -7705306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -7705304.500000 Penalty: 5277.395020
	Iteration 29Q: 3 clusters Score -7705304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -7705301.500000 Penalty: 5277.395020
	Iteration 30Q: 3 clusters Score -7705302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -7705303.000000 Penalty: 5277.395020
	Iteration 31Q: 3 clusters Score -7705303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -7705305.000000 Penalty: 5277.395020
	Iteration 32Q: 3 clusters Score -7705305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -7705303.500000 Penalty: 5277.395020
	Iteration 33Q: 3 clusters Score -7705304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -7705303.500000 Penalty: 5277.395020
	Iteration 34F: 3 clusters Score -7705304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -190421.375000 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -190421.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -188419.187500 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -188419.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -188859.906250 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -188859.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -189025.359375 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -189025.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -189076.734375 Penalty: 3470.807617
	Iteration 3Q: 3 clusters Score -189076.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -189112.812500 Penalty: 3470.807617
	Iteration 4Q: 3 clusters Score -189112.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -189162.375000 Penalty: 3470.807617
	Iteration 5Q: 3 clusters Score -189162.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -189217.921875 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -189217.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -189253.421875 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -189253.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -189285.500000 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -189285.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -189328.015625 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -189328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -189398.234375 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -189398.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -189466.187500 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -189466.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -189540.890625 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -189540.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -189644.578125 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -189644.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -189721.609375 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -189721.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -189789.140625 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -189789.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -189812.328125 Penalty: 3470.807617
	Iteration 16Q: 3 clusters Score -189812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -189826.890625 Penalty: 3470.807617
	Iteration 17Q: 3 clusters Score -189826.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -189834.296875 Penalty: 3470.807617
	Iteration 18Q: 3 clusters Score -189834.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -189844.484375 Penalty: 3470.807617
	Iteration 19Q: 3 clusters Score -189844.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -189864.031250 Penalty: 3470.807617
	Iteration 20F: 3 clusters Score -189864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -189907.484375 Penalty: 3470.807617
	Iteration 21Q: 3 clusters Score -189907.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -189933.390625 Penalty: 3470.807617
	Iteration 22Q: 3 clusters Score -189933.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -189951.218750 Penalty: 3470.807617
	Iteration 23Q: 3 clusters Score -189951.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -189974.250000 Penalty: 3470.807617
	Iteration 24Q: 3 clusters Score -189974.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -189995.328125 Penalty: 3470.807617
	Iteration 25Q: 3 clusters Score -189995.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -190015.015625 Penalty: 3470.807617
	Iteration 26Q: 3 clusters Score -190015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -190024.281250 Penalty: 3470.807617
	Iteration 27Q: 3 clusters Score -190024.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -190032.593750 Penalty: 3470.807617
	Iteration 28Q: 3 clusters Score -190032.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -190036.734375 Penalty: 3470.807617
	Iteration 29Q: 3 clusters Score -190036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -190039.828125 Penalty: 3470.807617
	Iteration 30Q: 3 clusters Score -190039.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190046.078125 Penalty: 3470.807617
	Iteration 31Q: 3 clusters Score -190046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190059.609375 Penalty: 3470.807617
	Iteration 32Q: 3 clusters Score -190059.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190064.765625 Penalty: 3470.807617
	Iteration 33Q: 3 clusters Score -190064.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190069.109375 Penalty: 3470.807617
	Iteration 34F: 3 clusters Score -190069.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -190082.203125 Penalty: 3470.807617
	Iteration 35Q: 3 clusters Score -190082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190089.953125 Penalty: 3470.807617
	Iteration 36Q: 3 clusters Score -190090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -190101.328125 Penalty: 3470.807617
	Iteration 37Q: 3 clusters Score -190101.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -190112.500000 Penalty: 3470.807617
	Iteration 38Q: 3 clusters Score -190112.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -190128.171875 Penalty: 3470.807617
	Iteration 39Q: 3 clusters Score -190128.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -190143.781250 Penalty: 3470.807617
	Iteration 40F: 3 clusters Score -190143.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -190152.125000 Penalty: 3470.807617
	Iteration 41Q: 3 clusters Score -190152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -190179.328125 Penalty: 3470.807617
	Iteration 42Q: 3 clusters Score -190179.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -190209.218750 Penalty: 3470.807617
	Iteration 43Q: 3 clusters Score -190209.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -190228.593750 Penalty: 3470.807617
	Iteration 44Q: 3 clusters Score -190228.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -190239.437500 Penalty: 3470.807617
	Iteration 45Q: 3 clusters Score -190239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -190271.421875 Penalty: 3470.807617
	Iteration 46Q: 3 clusters Score -190271.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -190325.968750 Penalty: 3470.807617
	Iteration 47Q: 3 clusters Score -190326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -190423.593750 Penalty: 3470.807617
	Iteration 48Q: 3 clusters Score -190423.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -190490.531250 Penalty: 3470.807617
	Iteration 49Q: 3 clusters Score -190490.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -190536.500000 Penalty: 3470.807617
	Iteration 50Q: 3 clusters Score -190536.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -190573.078125 Penalty: 3470.807617
	Iteration 51Q: 3 clusters Score -190573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -190606.078125 Penalty: 3470.807617
	Iteration 52Q: 3 clusters Score -190606.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -190646.531250 Penalty: 3470.807617
	Iteration 53Q: 3 clusters Score -190646.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -190692.453125 Penalty: 3470.807617
	Iteration 54Q: 3 clusters Score -190692.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -190702.234375 Penalty: 3470.807617
	Iteration 55Q: 3 clusters Score -190702.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190704.234375 Penalty: 3470.807617
	Iteration 56Q: 3 clusters Score -190704.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190706.312500 Penalty: 3470.807617
	Iteration 57Q: 3 clusters Score -190706.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -190707.375000 Penalty: 3470.807617
	Iteration 58Q: 3 clusters Score -190707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -190708.578125 Penalty: 3470.807617
	Iteration 59Q: 3 clusters Score -190708.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -190708.578125 Penalty: 3470.807617
	Iteration 60F: 3 clusters Score -190708.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41769 members 
Mstep: Class 3 contains 257 members 
Mstep: Class 4 contains 51138 members 
Mstep: Class 5 contains 41660 members 
Mstep: Class 6 contains 43849 members 
Mstep: Class 7 contains 40897 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48801 members 
Mstep: Class 10 contains 2765 members 
Mstep: Class 11 contains 9031 members 
Mstep: Class 12 contains 47596 members 
Mstep: Class 13 contains 44321 members 
Mstep: Class 14 contains 47801 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 52095 members 
Mstep: Class 17 contains 36227 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 44060 members 
Mstep: Class 20 contains 46462 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47258 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44862 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
Score: -126920736.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126922160.000000 to -126920736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (51138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Entering Unmasked Estep 
Score: -9531908.000000 Penalty: 2688.886230
	Iteration 0F: 2 clusters Score -9531908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -9501969.000000 Penalty: 5377.772461
	Iteration 0F: 3 clusters Score -9501969 nChanged 23727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -9515158.000000 Penalty: 5377.772461
	Iteration 1F: 3 clusters Score -9515158 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -9515825.000000 Penalty: 5377.772461
	Iteration 2Q: 3 clusters Score -9515825 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -9516533.000000 Penalty: 5377.772461
	Iteration 3Q: 3 clusters Score -9516533 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -9517518.000000 Penalty: 5377.772461
	Iteration 4Q: 3 clusters Score -9517518 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -9518909.000000 Penalty: 5377.772461
	Iteration 5F: 3 clusters Score -9518909 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -9520982.000000 Penalty: 5377.772461
	Iteration 6F: 3 clusters Score -9520982 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -9523511.000000 Penalty: 5377.772461
	Iteration 7F: 3 clusters Score -9523511 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -9526205.000000 Penalty: 5377.772461
	Iteration 8F: 3 clusters Score -9526205 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -9528454.000000 Penalty: 5377.772461
	Iteration 9F: 3 clusters Score -9528454 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -9529098.000000 Penalty: 5377.772461
	Iteration 10F: 3 clusters Score -9529098 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -9529236.000000 Penalty: 5377.772461
	Iteration 11Q: 3 clusters Score -9529236 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9529365.000000 Penalty: 5377.772461
	Iteration 12Q: 3 clusters Score -9529365 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9529447.000000 Penalty: 5377.772461
	Iteration 13Q: 3 clusters Score -9529447 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9529514.000000 Penalty: 5377.772461
	Iteration 14Q: 3 clusters Score -9529514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9529551.000000 Penalty: 5377.772461
	Iteration 15Q: 3 clusters Score -9529551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9529545.000000 Penalty: 5377.772461
	Iteration 16Q: 3 clusters Score -9529545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9529578.000000 Penalty: 5377.772461
	Iteration 17Q: 3 clusters Score -9529578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9529585.000000 Penalty: 5377.772461
	Iteration 18Q: 3 clusters Score -9529585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9529594.000000 Penalty: 5377.772461
	Iteration 19Q: 3 clusters Score -9529594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9529603.000000 Penalty: 5377.772461
	Iteration 20F: 3 clusters Score -9529603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9529602.000000 Penalty: 5377.772461
	Iteration 21Q: 3 clusters Score -9529602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9529600.000000 Penalty: 5377.772461
	Iteration 22Q: 3 clusters Score -9529600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9529601.000000 Penalty: 5377.772461
	Iteration 23Q: 3 clusters Score -9529601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9529610.000000 Penalty: 5377.772461
	Iteration 24Q: 3 clusters Score -9529610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9529613.000000 Penalty: 5377.772461
	Iteration 25Q: 3 clusters Score -9529613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9529621.000000 Penalty: 5377.772461
	Iteration 26Q: 3 clusters Score -9529621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9529627.000000 Penalty: 5377.772461
	Iteration 27Q: 3 clusters Score -9529627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9529627.000000 Penalty: 5377.772461
	Iteration 28F: 3 clusters Score -9529627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Entering Unmasked Estep 
Score: -7692363.500000 Penalty: 2638.049561
	Iteration 0F: 2 clusters Score -7692364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -7664519.000000 Penalty: 5276.099121
	Iteration 0F: 3 clusters Score -7664519 nChanged 19074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -7674909.000000 Penalty: 5276.099121
	Iteration 1F: 3 clusters Score -7674909 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -7675339.000000 Penalty: 5276.099121
	Iteration 2Q: 3 clusters Score -7675339 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -7675661.500000 Penalty: 5276.099121
	Iteration 3Q: 3 clusters Score -7675662 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -7675947.500000 Penalty: 5276.099121
	Iteration 4Q: 3 clusters Score -7675948 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -7676347.500000 Penalty: 5276.099121
	Iteration 5Q: 3 clusters Score -7676348 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -7676970.000000 Penalty: 5276.099121
	Iteration 6Q: 3 clusters Score -7676970 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -7677981.000000 Penalty: 5276.099121
	Iteration 7Q: 3 clusters Score -7677981 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -7679160.500000 Penalty: 5276.099121
	Iteration 8Q: 3 clusters Score -7679160 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -7680604.000000 Penalty: 5276.099121
	Iteration 9F: 3 clusters Score -7680604 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -7682253.500000 Penalty: 5276.099121
	Iteration 10F: 3 clusters Score -7682254 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -7683792.000000 Penalty: 5276.099121
	Iteration 11F: 3 clusters Score -7683792 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -7685023.500000 Penalty: 5276.099121
	Iteration 12F: 3 clusters Score -7685024 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -7686003.500000 Penalty: 5276.099121
	Iteration 13Q: 3 clusters Score -7686004 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -7686756.000000 Penalty: 5276.099121
	Iteration 14Q: 3 clusters Score -7686756 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -7687304.500000 Penalty: 5276.099121
	Iteration 15Q: 3 clusters Score -7687304 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -7687740.500000 Penalty: 5276.099121
	Iteration 16Q: 3 clusters Score -7687740 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -7688118.500000 Penalty: 5276.099121
	Iteration 17Q: 3 clusters Score -7688118 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -7688472.000000 Penalty: 5276.099121
	Iteration 18Q: 3 clusters Score -7688472 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -7688698.500000 Penalty: 5276.099121
	Iteration 19Q: 3 clusters Score -7688698 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -7688951.000000 Penalty: 5276.099121
	Iteration 20F: 3 clusters Score -7688951 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -7689247.000000 Penalty: 5276.099121
	Iteration 21Q: 3 clusters Score -7689247 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -7689465.500000 Penalty: 5276.099121
	Iteration 22Q: 3 clusters Score -7689466 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -7689629.500000 Penalty: 5276.099121
	Iteration 23Q: 3 clusters Score -7689630 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -7689798.000000 Penalty: 5276.099121
	Iteration 24Q: 3 clusters Score -7689798 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -7689925.500000 Penalty: 5276.099121
	Iteration 25Q: 3 clusters Score -7689926 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -7690060.500000 Penalty: 5276.099121
	Iteration 26Q: 3 clusters Score -7690060 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -7690162.500000 Penalty: 5276.099121
	Iteration 27Q: 3 clusters Score -7690162 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -7690225.500000 Penalty: 5276.099121
	Iteration 28Q: 3 clusters Score -7690226 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -7690307.000000 Penalty: 5276.099121
	Iteration 29Q: 3 clusters Score -7690307 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -7690391.500000 Penalty: 5276.099121
	Iteration 30Q: 3 clusters Score -7690392 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -7690464.000000 Penalty: 5276.099121
	Iteration 31Q: 3 clusters Score -7690464 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -7690518.000000 Penalty: 5276.099121
	Iteration 32Q: 3 clusters Score -7690518 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -7690584.000000 Penalty: 5276.099121
	Iteration 33Q: 3 clusters Score -7690584 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -7690656.500000 Penalty: 5276.099121
	Iteration 34Q: 3 clusters Score -7690656 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -7690729.500000 Penalty: 5276.099121
	Iteration 35Q: 3 clusters Score -7690730 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -7690787.000000 Penalty: 5276.099121
	Iteration 36Q: 3 clusters Score -7690787 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -7690794.000000 Penalty: 5276.099121
	Iteration 37Q: 3 clusters Score -7690794 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -7690795.000000 Penalty: 5276.099121
	Iteration 38Q: 3 clusters Score -7690795 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -7690821.000000 Penalty: 5276.099121
	Iteration 39Q: 3 clusters Score -7690821 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -7690868.500000 Penalty: 5276.099121
	Iteration 40F: 3 clusters Score -7690868 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -7690913.000000 Penalty: 5276.099121
	Iteration 41Q: 3 clusters Score -7690913 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -7690928.000000 Penalty: 5276.099121
	Iteration 42Q: 3 clusters Score -7690928 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -7690970.000000 Penalty: 5276.099121
	Iteration 43Q: 3 clusters Score -7690970 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -7690991.000000 Penalty: 5276.099121
	Iteration 44Q: 3 clusters Score -7690991 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -7691012.000000 Penalty: 5276.099121
	Iteration 45Q: 3 clusters Score -7691012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -7691007.500000 Penalty: 5276.099121
	Iteration 46Q: 3 clusters Score -7691008 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -7691023.000000 Penalty: 5276.099121
	Iteration 47Q: 3 clusters Score -7691023 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -7691034.000000 Penalty: 5276.099121
	Iteration 48Q: 3 clusters Score -7691034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -7691056.000000 Penalty: 5276.099121
	Iteration 49Q: 3 clusters Score -7691056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -7691063.000000 Penalty: 5276.099121
	Iteration 50Q: 3 clusters Score -7691063 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -7691086.000000 Penalty: 5276.099121
	Iteration 51Q: 3 clusters Score -7691086 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -7691105.500000 Penalty: 5276.099121
	Iteration 52Q: 3 clusters Score -7691106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -7691113.000000 Penalty: 5276.099121
	Iteration 53Q: 3 clusters Score -7691113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -7691110.000000 Penalty: 5276.099121
	Iteration 54Q: 3 clusters Score -7691110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -7691107.000000 Penalty: 5276.099121
	Iteration 55Q: 3 clusters Score -7691107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -7691107.000000 Penalty: 5276.099121
	Iteration 56Q: 3 clusters Score -7691107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -7691116.000000 Penalty: 5276.099121
	Iteration 57Q: 3 clusters Score -7691116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -7691126.000000 Penalty: 5276.099121
	Iteration 58Q: 3 clusters Score -7691126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -7691121.500000 Penalty: 5276.099121
	Iteration 59Q: 3 clusters Score -7691122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -7691120.500000 Penalty: 5276.099121
	Iteration 60F: 3 clusters Score -7691120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -7691113.000000 Penalty: 5276.099121
	Iteration 61Q: 3 clusters Score -7691113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -7691107.000000 Penalty: 5276.099121
	Iteration 62Q: 3 clusters Score -7691107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -7691119.500000 Penalty: 5276.099121
	Iteration 63Q: 3 clusters Score -7691120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -7691123.500000 Penalty: 5276.099121
	Iteration 64Q: 3 clusters Score -7691124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -7691119.000000 Penalty: 5276.099121
	Iteration 65Q: 3 clusters Score -7691119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -7691114.000000 Penalty: 5276.099121
	Iteration 66Q: 3 clusters Score -7691114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -7691115.500000 Penalty: 5276.099121
	Iteration 67Q: 3 clusters Score -7691116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -7691118.000000 Penalty: 5276.099121
	Iteration 68Q: 3 clusters Score -7691118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -7691123.500000 Penalty: 5276.099121
	Iteration 69Q: 3 clusters Score -7691124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -7691122.000000 Penalty: 5276.099121
	Iteration 70Q: 3 clusters Score -7691122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -7691122.000000 Penalty: 5276.099121
	Iteration 71F: 3 clusters Score -7691122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Entering Unmasked Estep 
Score: -8064091.500000 Penalty: 2650.749756
	Iteration 0F: 2 clusters Score -8064092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -8034859.500000 Penalty: 5301.499512
	Iteration 0F: 3 clusters Score -8034860 nChanged 20219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -8045842.000000 Penalty: 5301.499512
	Iteration 1F: 3 clusters Score -8045842 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -8046264.000000 Penalty: 5301.499512
	Iteration 2Q: 3 clusters Score -8046264 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -8046636.000000 Penalty: 5301.499512
	Iteration 3Q: 3 clusters Score -8046636 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -8047075.000000 Penalty: 5301.499512
	Iteration 4Q: 3 clusters Score -8047075 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -8047554.000000 Penalty: 5301.499512
	Iteration 5Q: 3 clusters Score -8047554 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -8048124.500000 Penalty: 5301.499512
	Iteration 6Q: 3 clusters Score -8048124 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -8048865.000000 Penalty: 5301.499512
	Iteration 7Q: 3 clusters Score -8048865 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -8049938.500000 Penalty: 5301.499512
	Iteration 8Q: 3 clusters Score -8049938 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -8051405.500000 Penalty: 5301.499512
	Iteration 9Q: 3 clusters Score -8051406 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -8053087.000000 Penalty: 5301.499512
	Iteration 10F: 3 clusters Score -8053087 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -8054699.000000 Penalty: 5301.499512
	Iteration 11F: 3 clusters Score -8054699 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -8055787.500000 Penalty: 5301.499512
	Iteration 12Q: 3 clusters Score -8055788 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -8056417.500000 Penalty: 5301.499512
	Iteration 13Q: 3 clusters Score -8056418 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -8056787.500000 Penalty: 5301.499512
	Iteration 14Q: 3 clusters Score -8056788 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -8056990.500000 Penalty: 5301.499512
	Iteration 15Q: 3 clusters Score -8056990 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -8057122.500000 Penalty: 5301.499512
	Iteration 16Q: 3 clusters Score -8057122 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -8057224.000000 Penalty: 5301.499512
	Iteration 17Q: 3 clusters Score -8057224 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -8057320.500000 Penalty: 5301.499512
	Iteration 18Q: 3 clusters Score -8057320 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -8057485.000000 Penalty: 5301.499512
	Iteration 19Q: 3 clusters Score -8057485 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -8057625.000000 Penalty: 5301.499512
	Iteration 20F: 3 clusters Score -8057625 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -8057798.000000 Penalty: 5301.499512
	Iteration 21Q: 3 clusters Score -8057798 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -8057997.000000 Penalty: 5301.499512
	Iteration 22Q: 3 clusters Score -8057997 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -8058146.000000 Penalty: 5301.499512
	Iteration 23Q: 3 clusters Score -8058146 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -8058338.500000 Penalty: 5301.499512
	Iteration 24Q: 3 clusters Score -8058338 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -8058541.500000 Penalty: 5301.499512
	Iteration 25Q: 3 clusters Score -8058542 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -8058762.000000 Penalty: 5301.499512
	Iteration 26Q: 3 clusters Score -8058762 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -8059020.500000 Penalty: 5301.499512
	Iteration 27Q: 3 clusters Score -8059020 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -8059252.500000 Penalty: 5301.499512
	Iteration 28Q: 3 clusters Score -8059252 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -8059509.000000 Penalty: 5301.499512
	Iteration 29Q: 3 clusters Score -8059509 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -8059774.500000 Penalty: 5301.499512
	Iteration 30Q: 3 clusters Score -8059774 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -8060058.000000 Penalty: 5301.499512
	Iteration 31Q: 3 clusters Score -8060058 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -8060366.500000 Penalty: 5301.499512
	Iteration 32Q: 3 clusters Score -8060366 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8060656.000000 Penalty: 5301.499512
	Iteration 33Q: 3 clusters Score -8060656 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -8060916.000000 Penalty: 5301.499512
	Iteration 34Q: 3 clusters Score -8060916 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8061157.000000 Penalty: 5301.499512
	Iteration 35Q: 3 clusters Score -8061157 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8061386.500000 Penalty: 5301.499512
	Iteration 36Q: 3 clusters Score -8061386 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8061552.000000 Penalty: 5301.499512
	Iteration 37Q: 3 clusters Score -8061552 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8061640.500000 Penalty: 5301.499512
	Iteration 38Q: 3 clusters Score -8061640 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8061732.500000 Penalty: 5301.499512
	Iteration 39Q: 3 clusters Score -8061732 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8061777.000000 Penalty: 5301.499512
	Iteration 40F: 3 clusters Score -8061777 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8061815.500000 Penalty: 5301.499512
	Iteration 41Q: 3 clusters Score -8061816 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8061855.000000 Penalty: 5301.499512
	Iteration 42Q: 3 clusters Score -8061855 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8061886.000000 Penalty: 5301.499512
	Iteration 43Q: 3 clusters Score -8061886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8061895.000000 Penalty: 5301.499512
	Iteration 44Q: 3 clusters Score -8061895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8061901.500000 Penalty: 5301.499512
	Iteration 45Q: 3 clusters Score -8061902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8061919.500000 Penalty: 5301.499512
	Iteration 46Q: 3 clusters Score -8061920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8061934.500000 Penalty: 5301.499512
	Iteration 47Q: 3 clusters Score -8061934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8061934.500000 Penalty: 5301.499512
	Iteration 48Q: 3 clusters Score -8061934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8061936.500000 Penalty: 5301.499512
	Iteration 49Q: 3 clusters Score -8061936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8061949.000000 Penalty: 5301.499512
	Iteration 50Q: 3 clusters Score -8061949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8061945.000000 Penalty: 5301.499512
	Iteration 51Q: 3 clusters Score -8061945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8061949.000000 Penalty: 5301.499512
	Iteration 52Q: 3 clusters Score -8061949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8061957.000000 Penalty: 5301.499512
	Iteration 53Q: 3 clusters Score -8061957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8061965.500000 Penalty: 5301.499512
	Iteration 54Q: 3 clusters Score -8061966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8061972.500000 Penalty: 5301.499512
	Iteration 55Q: 3 clusters Score -8061972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8061980.000000 Penalty: 5301.499512
	Iteration 56Q: 3 clusters Score -8061980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8061987.000000 Penalty: 5301.499512
	Iteration 57Q: 3 clusters Score -8061987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8061990.500000 Penalty: 5301.499512
	Iteration 58Q: 3 clusters Score -8061990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8061998.500000 Penalty: 5301.499512
	Iteration 59Q: 3 clusters Score -8061998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8061998.500000 Penalty: 5301.499512
	Iteration 60F: 3 clusters Score -8061998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Entering Unmasked Estep 
Score: -7545350.000000 Penalty: 2633.465332
	Iteration 0F: 2 clusters Score -7545350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -7517757.000000 Penalty: 5266.930664
	Iteration 0F: 3 clusters Score -7517757 nChanged 18647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -7528029.500000 Penalty: 5266.930664
	Iteration 1F: 3 clusters Score -7528030 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -7528562.500000 Penalty: 5266.930664
	Iteration 2Q: 3 clusters Score -7528562 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -7529072.500000 Penalty: 5266.930664
	Iteration 3Q: 3 clusters Score -7529072 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -7529755.500000 Penalty: 5266.930664
	Iteration 4Q: 3 clusters Score -7529756 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -7531005.500000 Penalty: 5266.930664
	Iteration 5F: 3 clusters Score -7531006 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -7533069.500000 Penalty: 5266.930664
	Iteration 6F: 3 clusters Score -7533070 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -7535944.000000 Penalty: 5266.930664
	Iteration 7F: 3 clusters Score -7535944 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -7538993.500000 Penalty: 5266.930664
	Iteration 8F: 3 clusters Score -7538994 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -7541272.500000 Penalty: 5266.930664
	Iteration 9F: 3 clusters Score -7541272 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -7542718.500000 Penalty: 5266.930664
	Iteration 10Q: 3 clusters Score -7542718 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7543362.000000 Penalty: 5266.930664
	Iteration 11Q: 3 clusters Score -7543362 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7543596.000000 Penalty: 5266.930664
	Iteration 12Q: 3 clusters Score -7543596 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7543661.500000 Penalty: 5266.930664
	Iteration 13Q: 3 clusters Score -7543662 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7543701.000000 Penalty: 5266.930664
	Iteration 14Q: 3 clusters Score -7543701 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -7543743.000000 Penalty: 5266.930664
	Iteration 15Q: 3 clusters Score -7543743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7543756.000000 Penalty: 5266.930664
	Iteration 16Q: 3 clusters Score -7543756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7543792.000000 Penalty: 5266.930664
	Iteration 17Q: 3 clusters Score -7543792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -7543797.000000 Penalty: 5266.930664
	Iteration 18Q: 3 clusters Score -7543797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7543816.500000 Penalty: 5266.930664
	Iteration 19Q: 3 clusters Score -7543816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7543806.000000 Penalty: 5266.930664
	Iteration 20F: 3 clusters Score -7543806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7543818.500000 Penalty: 5266.930664
	Iteration 21Q: 3 clusters Score -7543818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7543816.000000 Penalty: 5266.930664
	Iteration 22Q: 3 clusters Score -7543816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7543822.000000 Penalty: 5266.930664
	Iteration 23Q: 3 clusters Score -7543822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7543834.000000 Penalty: 5266.930664
	Iteration 24Q: 3 clusters Score -7543834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7543837.000000 Penalty: 5266.930664
	Iteration 25Q: 3 clusters Score -7543837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -7543830.000000 Penalty: 5266.930664
	Iteration 26Q: 3 clusters Score -7543830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7543837.000000 Penalty: 5266.930664
	Iteration 27Q: 3 clusters Score -7543837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7543833.500000 Penalty: 5266.930664
	Iteration 28Q: 3 clusters Score -7543834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7543834.500000 Penalty: 5266.930664
	Iteration 29Q: 3 clusters Score -7543834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7543836.500000 Penalty: 5266.930664
	Iteration 30Q: 3 clusters Score -7543836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7543839.000000 Penalty: 5266.930664
	Iteration 31Q: 3 clusters Score -7543839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7543840.500000 Penalty: 5266.930664
	Iteration 32Q: 3 clusters Score -7543840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7543838.000000 Penalty: 5266.930664
	Iteration 33Q: 3 clusters Score -7543838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7543838.000000 Penalty: 5266.930664
	Iteration 34F: 3 clusters Score -7543838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -57662.847656 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -57662.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56146.910156 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -56146.91 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56435.609375 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -56435.61 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56598.308594 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -56598.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56693.437500 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -56693.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56737.800781 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -56737.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56742.738281 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -56742.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56760.167969 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -56760.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56779.289062 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -56779.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56812.410156 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -56812.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56822.410156 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -56822.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -56831.820312 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -56831.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56841.707031 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -56841.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56857.632812 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -56857.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56865.582031 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -56865.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56866.753906 Penalty: 3102.852051
	Iteration 14Q: 3 clusters Score -56866.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56866.753906 Penalty: 3102.852051
	Iteration 15F: 3 clusters Score -56866.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Entering Unmasked Estep 
Score: -9009216.000000 Penalty: 2677.285645
	Iteration 0F: 2 clusters Score -9009216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -8977987.000000 Penalty: 5354.571289
	Iteration 0F: 3 clusters Score -8977987 nChanged 22474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -8990404.000000 Penalty: 5354.571289
	Iteration 1F: 3 clusters Score -8990404 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -8991024.000000 Penalty: 5354.571289
	Iteration 2Q: 3 clusters Score -8991024 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -8991591.000000 Penalty: 5354.571289
	Iteration 3Q: 3 clusters Score -8991591 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -8992341.000000 Penalty: 5354.571289
	Iteration 4Q: 3 clusters Score -8992341 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -8993327.000000 Penalty: 5354.571289
	Iteration 5Q: 3 clusters Score -8993327 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -8994642.000000 Penalty: 5354.571289
	Iteration 6F: 3 clusters Score -8994642 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -8996514.000000 Penalty: 5354.571289
	Iteration 7F: 3 clusters Score -8996514 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -8999120.000000 Penalty: 5354.571289
	Iteration 8F: 3 clusters Score -8999120 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -9001570.000000 Penalty: 5354.571289
	Iteration 9F: 3 clusters Score -9001570 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -9003638.000000 Penalty: 5354.571289
	Iteration 10Q: 3 clusters Score -9003638 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -9004972.000000 Penalty: 5354.571289
	Iteration 11Q: 3 clusters Score -9004972 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -9005746.000000 Penalty: 5354.571289
	Iteration 12Q: 3 clusters Score -9005746 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -9006210.000000 Penalty: 5354.571289
	Iteration 13Q: 3 clusters Score -9006210 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -9006505.000000 Penalty: 5354.571289
	Iteration 14Q: 3 clusters Score -9006505 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -9006693.000000 Penalty: 5354.571289
	Iteration 15Q: 3 clusters Score -9006693 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -9006814.000000 Penalty: 5354.571289
	Iteration 16Q: 3 clusters Score -9006814 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -9006874.000000 Penalty: 5354.571289
	Iteration 17Q: 3 clusters Score -9006874 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9006941.000000 Penalty: 5354.571289
	Iteration 18Q: 3 clusters Score -9006941 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9007015.000000 Penalty: 5354.571289
	Iteration 19Q: 3 clusters Score -9007015 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9007011.000000 Penalty: 5354.571289
	Iteration 20F: 3 clusters Score -9007011 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9007030.000000 Penalty: 5354.571289
	Iteration 21Q: 3 clusters Score -9007030 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9007049.000000 Penalty: 5354.571289
	Iteration 22Q: 3 clusters Score -9007049 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9007057.000000 Penalty: 5354.571289
	Iteration 23Q: 3 clusters Score -9007057 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9007094.000000 Penalty: 5354.571289
	Iteration 24Q: 3 clusters Score -9007094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9007113.000000 Penalty: 5354.571289
	Iteration 25Q: 3 clusters Score -9007113 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9007111.000000 Penalty: 5354.571289
	Iteration 26Q: 3 clusters Score -9007111 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9007125.000000 Penalty: 5354.571289
	Iteration 27Q: 3 clusters Score -9007125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9007126.000000 Penalty: 5354.571289
	Iteration 28Q: 3 clusters Score -9007126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9007127.000000 Penalty: 5354.571289
	Iteration 29Q: 3 clusters Score -9007127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9007119.000000 Penalty: 5354.571289
	Iteration 30Q: 3 clusters Score -9007119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9007125.000000 Penalty: 5354.571289
	Iteration 31Q: 3 clusters Score -9007125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9007124.000000 Penalty: 5354.571289
	Iteration 32Q: 3 clusters Score -9007124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48368 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9007120.000000 Penalty: 5354.571289
	Iteration 33Q: 3 clusters Score -9007120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9007118.000000 Penalty: 5354.571289
	Iteration 34Q: 3 clusters Score -9007118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9007131.000000 Penalty: 5354.571289
	Iteration 35Q: 3 clusters Score -9007131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9007132.000000 Penalty: 5354.571289
	Iteration 36Q: 3 clusters Score -9007132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9007132.000000 Penalty: 5354.571289
	Iteration 37F: 3 clusters Score -9007132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Entering Unmasked Estep 
Score: -508952.031250 Penalty: 1965.349487
	Iteration 0F: 2 clusters Score -508952 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 1353 members 
Entering Unmasked Estep 
Score: -505851.406250 Penalty: 3930.698975
	Iteration 0F: 3 clusters Score -505851.4 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -506443.437500 Penalty: 3930.698975
	Iteration 1F: 3 clusters Score -506443.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -506576.625000 Penalty: 3930.698975
	Iteration 2F: 3 clusters Score -506576.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -506658.343750 Penalty: 3930.698975
	Iteration 3Q: 3 clusters Score -506658.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -506701.687500 Penalty: 3930.698975
	Iteration 4Q: 3 clusters Score -506701.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -506726.562500 Penalty: 3930.698975
	Iteration 5Q: 3 clusters Score -506726.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -506744.812500 Penalty: 3930.698975
	Iteration 6Q: 3 clusters Score -506744.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -506764.125000 Penalty: 3930.698975
	Iteration 7Q: 3 clusters Score -506764.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -506781.562500 Penalty: 3930.698975
	Iteration 8Q: 3 clusters Score -506781.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -506791.250000 Penalty: 3930.698975
	Iteration 9Q: 3 clusters Score -506791.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -506799.750000 Penalty: 3930.698975
	Iteration 10Q: 3 clusters Score -506799.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -506808.437500 Penalty: 3930.698975
	Iteration 11Q: 3 clusters Score -506808.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -506815.375000 Penalty: 3930.698975
	Iteration 12Q: 3 clusters Score -506815.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -506818.812500 Penalty: 3930.698975
	Iteration 13Q: 3 clusters Score -506818.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -506823.906250 Penalty: 3930.698975
	Iteration 14Q: 3 clusters Score -506823.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -506828.250000 Penalty: 3930.698975
	Iteration 15Q: 3 clusters Score -506828.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -506830.781250 Penalty: 3930.698975
	Iteration 16Q: 3 clusters Score -506830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -506833.625000 Penalty: 3930.698975
	Iteration 17Q: 3 clusters Score -506833.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -506835.593750 Penalty: 3930.698975
	Iteration 18Q: 3 clusters Score -506835.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -506839.062500 Penalty: 3930.698975
	Iteration 19Q: 3 clusters Score -506839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -506840.562500 Penalty: 3930.698975
	Iteration 20F: 3 clusters Score -506840.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -506843.218750 Penalty: 3930.698975
	Iteration 21Q: 3 clusters Score -506843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -506845.343750 Penalty: 3930.698975
	Iteration 22Q: 3 clusters Score -506845.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -506847.187500 Penalty: 3930.698975
	Iteration 23Q: 3 clusters Score -506847.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -506848.875000 Penalty: 3930.698975
	Iteration 24Q: 3 clusters Score -506848.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -506853.187500 Penalty: 3930.698975
	Iteration 25Q: 3 clusters Score -506853.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -506855.656250 Penalty: 3930.698975
	Iteration 26Q: 3 clusters Score -506855.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -506859.406250 Penalty: 3930.698975
	Iteration 27Q: 3 clusters Score -506859.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -506863.562500 Penalty: 3930.698975
	Iteration 28Q: 3 clusters Score -506863.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -506866.687500 Penalty: 3930.698975
	Iteration 29Q: 3 clusters Score -506866.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -506872.750000 Penalty: 3930.698975
	Iteration 30Q: 3 clusters Score -506872.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -506879.968750 Penalty: 3930.698975
	Iteration 31Q: 3 clusters Score -506880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -506886.937500 Penalty: 3930.698975
	Iteration 32Q: 3 clusters Score -506886.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -506894.218750 Penalty: 3930.698975
	Iteration 33Q: 3 clusters Score -506894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -506894.531250 Penalty: 3930.698975
	Iteration 34Q: 3 clusters Score -506894.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -506895.937500 Penalty: 3930.698975
	Iteration 35Q: 3 clusters Score -506895.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -506897.343750 Penalty: 3930.698975
	Iteration 36Q: 3 clusters Score -506897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -506900.531250 Penalty: 3930.698975
	Iteration 37Q: 3 clusters Score -506900.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -506901.187500 Penalty: 3930.698975
	Iteration 38Q: 3 clusters Score -506901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -506903.750000 Penalty: 3930.698975
	Iteration 39Q: 3 clusters Score -506903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -506904.968750 Penalty: 3930.698975
	Iteration 40F: 3 clusters Score -506905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -506907.531250 Penalty: 3930.698975
	Iteration 41Q: 3 clusters Score -506907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -506909.218750 Penalty: 3930.698975
	Iteration 42Q: 3 clusters Score -506909.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -506909.375000 Penalty: 3930.698975
	Iteration 43Q: 3 clusters Score -506909.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -506911.218750 Penalty: 3930.698975
	Iteration 44Q: 3 clusters Score -506911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -506912.468750 Penalty: 3930.698975
	Iteration 45Q: 3 clusters Score -506912.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -506913.968750 Penalty: 3930.698975
	Iteration 46Q: 3 clusters Score -506914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -506914.468750 Penalty: 3930.698975
	Iteration 47Q: 3 clusters Score -506914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -506914.093750 Penalty: 3930.698975
	Iteration 48Q: 3 clusters Score -506914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -506915.281250 Penalty: 3930.698975
	Iteration 49Q: 3 clusters Score -506915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -506915.937500 Penalty: 3930.698975
	Iteration 50Q: 3 clusters Score -506915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -506915.531250 Penalty: 3930.698975
	Iteration 51Q: 3 clusters Score -506915.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -506916.500000 Penalty: 3930.698975
	Iteration 52Q: 3 clusters Score -506916.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -506916.375000 Penalty: 3930.698975
	Iteration 53Q: 3 clusters Score -506916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -506916.750000 Penalty: 3930.698975
	Iteration 54Q: 3 clusters Score -506916.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -506916.750000 Penalty: 3930.698975
	Iteration 55F: 3 clusters Score -506916.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Entering Unmasked Estep 
Score: -1677856.625000 Penalty: 2258.887695
	Iteration 0F: 2 clusters Score -1677857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1670883.500000 Penalty: 4517.775391
	Iteration 0F: 3 clusters Score -1670884 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1672964.875000 Penalty: 4517.775391
	Iteration 1F: 3 clusters Score -1672965 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1673340.375000 Penalty: 4517.775391
	Iteration 2F: 3 clusters Score -1673340 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1673605.625000 Penalty: 4517.775391
	Iteration 3F: 3 clusters Score -1673606 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1673803.500000 Penalty: 4517.775391
	Iteration 4Q: 3 clusters Score -1673804 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1673981.000000 Penalty: 4517.775391
	Iteration 5Q: 3 clusters Score -1673981 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1674155.500000 Penalty: 4517.775391
	Iteration 6Q: 3 clusters Score -1674156 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1674286.875000 Penalty: 4517.775391
	Iteration 7Q: 3 clusters Score -1674287 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1674447.750000 Penalty: 4517.775391
	Iteration 8Q: 3 clusters Score -1674448 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1674619.125000 Penalty: 4517.775391
	Iteration 9Q: 3 clusters Score -1674619 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1674821.375000 Penalty: 4517.775391
	Iteration 10Q: 3 clusters Score -1674821 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1675048.875000 Penalty: 4517.775391
	Iteration 11Q: 3 clusters Score -1675049 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1675317.250000 Penalty: 4517.775391
	Iteration 12Q: 3 clusters Score -1675317 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1675516.250000 Penalty: 4517.775391
	Iteration 13Q: 3 clusters Score -1675516 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1675623.375000 Penalty: 4517.775391
	Iteration 14Q: 3 clusters Score -1675623 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1675694.125000 Penalty: 4517.775391
	Iteration 15Q: 3 clusters Score -1675694 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1675734.625000 Penalty: 4517.775391
	Iteration 16Q: 3 clusters Score -1675735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1675755.375000 Penalty: 4517.775391
	Iteration 17Q: 3 clusters Score -1675755 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1675770.125000 Penalty: 4517.775391
	Iteration 18Q: 3 clusters Score -1675770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1675782.125000 Penalty: 4517.775391
	Iteration 19Q: 3 clusters Score -1675782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1675782.500000 Penalty: 4517.775391
	Iteration 20F: 3 clusters Score -1675782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1675788.125000 Penalty: 4517.775391
	Iteration 21Q: 3 clusters Score -1675788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1675797.000000 Penalty: 4517.775391
	Iteration 22Q: 3 clusters Score -1675797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1675799.375000 Penalty: 4517.775391
	Iteration 23Q: 3 clusters Score -1675799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1675806.250000 Penalty: 4517.775391
	Iteration 24Q: 3 clusters Score -1675806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1675809.500000 Penalty: 4517.775391
	Iteration 25Q: 3 clusters Score -1675810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1675817.625000 Penalty: 4517.775391
	Iteration 26Q: 3 clusters Score -1675818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1675816.125000 Penalty: 4517.775391
	Iteration 27Q: 3 clusters Score -1675816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1675818.000000 Penalty: 4517.775391
	Iteration 28Q: 3 clusters Score -1675818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1675821.125000 Penalty: 4517.775391
	Iteration 29Q: 3 clusters Score -1675821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1675820.250000 Penalty: 4517.775391
	Iteration 30Q: 3 clusters Score -1675820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1675823.250000 Penalty: 4517.775391
	Iteration 31Q: 3 clusters Score -1675823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1675823.875000 Penalty: 4517.775391
	Iteration 32Q: 3 clusters Score -1675824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1675825.375000 Penalty: 4517.775391
	Iteration 33Q: 3 clusters Score -1675825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1675827.375000 Penalty: 4517.775391
	Iteration 34Q: 3 clusters Score -1675827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1675830.625000 Penalty: 4517.775391
	Iteration 35Q: 3 clusters Score -1675831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1675830.250000 Penalty: 4517.775391
	Iteration 36Q: 3 clusters Score -1675830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1675835.250000 Penalty: 4517.775391
	Iteration 37Q: 3 clusters Score -1675835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1675836.250000 Penalty: 4517.775391
	Iteration 38Q: 3 clusters Score -1675836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1675834.125000 Penalty: 4517.775391
	Iteration 39Q: 3 clusters Score -1675834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1675832.875000 Penalty: 4517.775391
	Iteration 40F: 3 clusters Score -1675833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1675833.375000 Penalty: 4517.775391
	Iteration 41Q: 3 clusters Score -1675833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1675835.625000 Penalty: 4517.775391
	Iteration 42Q: 3 clusters Score -1675836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1675832.625000 Penalty: 4517.775391
	Iteration 43Q: 3 clusters Score -1675833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1675831.750000 Penalty: 4517.775391
	Iteration 44Q: 3 clusters Score -1675832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1675836.375000 Penalty: 4517.775391
	Iteration 45Q: 3 clusters Score -1675836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1675835.375000 Penalty: 4517.775391
	Iteration 46Q: 3 clusters Score -1675835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1675836.000000 Penalty: 4517.775391
	Iteration 47Q: 3 clusters Score -1675836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1675833.625000 Penalty: 4517.775391
	Iteration 48Q: 3 clusters Score -1675834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1675838.625000 Penalty: 4517.775391
	Iteration 49Q: 3 clusters Score -1675839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1675838.500000 Penalty: 4517.775391
	Iteration 50Q: 3 clusters Score -1675838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1675840.000000 Penalty: 4517.775391
	Iteration 51Q: 3 clusters Score -1675840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1675843.500000 Penalty: 4517.775391
	Iteration 52Q: 3 clusters Score -1675844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1675844.125000 Penalty: 4517.775391
	Iteration 53Q: 3 clusters Score -1675844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1675843.625000 Penalty: 4517.775391
	Iteration 54Q: 3 clusters Score -1675844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1675842.000000 Penalty: 4517.775391
	Iteration 55Q: 3 clusters Score -1675842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1675842.250000 Penalty: 4517.775391
	Iteration 56Q: 3 clusters Score -1675842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1675843.250000 Penalty: 4517.775391
	Iteration 57Q: 3 clusters Score -1675843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1675842.125000 Penalty: 4517.775391
	Iteration 58Q: 3 clusters Score -1675842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1675843.625000 Penalty: 4517.775391
	Iteration 59Q: 3 clusters Score -1675844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1675843.250000 Penalty: 4517.775391
	Iteration 60F: 3 clusters Score -1675843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1675840.375000 Penalty: 4517.775391
	Iteration 61Q: 3 clusters Score -1675840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1675843.125000 Penalty: 4517.775391
	Iteration 62Q: 3 clusters Score -1675843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1675846.250000 Penalty: 4517.775391
	Iteration 63Q: 3 clusters Score -1675846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1675846.875000 Penalty: 4517.775391
	Iteration 64Q: 3 clusters Score -1675847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1675848.375000 Penalty: 4517.775391
	Iteration 65Q: 3 clusters Score -1675848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1675846.125000 Penalty: 4517.775391
	Iteration 66Q: 3 clusters Score -1675846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1675849.250000 Penalty: 4517.775391
	Iteration 67Q: 3 clusters Score -1675849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1675847.250000 Penalty: 4517.775391
	Iteration 68Q: 3 clusters Score -1675847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1675847.250000 Penalty: 4517.775391
	Iteration 69Q: 3 clusters Score -1675847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1675847.250000 Penalty: 4517.775391
	Iteration 70F: 3 clusters Score -1675847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Entering Unmasked Estep 
Score: -8880193.000000 Penalty: 2671.084961
	Iteration 0F: 2 clusters Score -8880193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -8850396.000000 Penalty: 5342.169922
	Iteration 0F: 3 clusters Score -8850396 nChanged 22101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -8862826.000000 Penalty: 5342.169922
	Iteration 1F: 3 clusters Score -8862826 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -8863788.000000 Penalty: 5342.169922
	Iteration 2F: 3 clusters Score -8863788 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -8865089.000000 Penalty: 5342.169922
	Iteration 3F: 3 clusters Score -8865089 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -8866606.000000 Penalty: 5342.169922
	Iteration 4F: 3 clusters Score -8866606 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -8868195.000000 Penalty: 5342.169922
	Iteration 5F: 3 clusters Score -8868195 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -8869761.000000 Penalty: 5342.169922
	Iteration 6F: 3 clusters Score -8869761 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -8871196.000000 Penalty: 5342.169922
	Iteration 7F: 3 clusters Score -8871196 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -8872496.000000 Penalty: 5342.169922
	Iteration 8Q: 3 clusters Score -8872496 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -8873724.000000 Penalty: 5342.169922
	Iteration 9Q: 3 clusters Score -8873724 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -8874650.000000 Penalty: 5342.169922
	Iteration 10Q: 3 clusters Score -8874650 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -8875476.000000 Penalty: 5342.169922
	Iteration 11Q: 3 clusters Score -8875476 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -8875968.000000 Penalty: 5342.169922
	Iteration 12Q: 3 clusters Score -8875968 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -8876278.000000 Penalty: 5342.169922
	Iteration 13Q: 3 clusters Score -8876278 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -8876479.000000 Penalty: 5342.169922
	Iteration 14Q: 3 clusters Score -8876479 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -8876671.000000 Penalty: 5342.169922
	Iteration 15Q: 3 clusters Score -8876671 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -8876795.000000 Penalty: 5342.169922
	Iteration 16Q: 3 clusters Score -8876795 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -8876914.000000 Penalty: 5342.169922
	Iteration 17Q: 3 clusters Score -8876914 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -8876997.000000 Penalty: 5342.169922
	Iteration 18Q: 3 clusters Score -8876997 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -8877161.000000 Penalty: 5342.169922
	Iteration 19Q: 3 clusters Score -8877161 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -8877300.000000 Penalty: 5342.169922
	Iteration 20F: 3 clusters Score -8877300 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -8877463.000000 Penalty: 5342.169922
	Iteration 21Q: 3 clusters Score -8877463 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -8877595.000000 Penalty: 5342.169922
	Iteration 22Q: 3 clusters Score -8877595 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -8877719.000000 Penalty: 5342.169922
	Iteration 23Q: 3 clusters Score -8877719 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -8877857.000000 Penalty: 5342.169922
	Iteration 24Q: 3 clusters Score -8877857 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -8878035.000000 Penalty: 5342.169922
	Iteration 25Q: 3 clusters Score -8878035 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -8878172.000000 Penalty: 5342.169922
	Iteration 26Q: 3 clusters Score -8878172 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -8878299.000000 Penalty: 5342.169922
	Iteration 27Q: 3 clusters Score -8878299 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8878358.000000 Penalty: 5342.169922
	Iteration 28Q: 3 clusters Score -8878358 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8878337.000000 Penalty: 5342.169922
	Iteration 29Q: 3 clusters Score -8878337 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -8878331.000000 Penalty: 5342.169922
	Iteration 30Q: 3 clusters Score -8878331 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8878345.000000 Penalty: 5342.169922
	Iteration 31Q: 3 clusters Score -8878345 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8878304.000000 Penalty: 5342.169922
	Iteration 32Q: 3 clusters Score -8878304 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8878278.000000 Penalty: 5342.169922
	Iteration 33Q: 3 clusters Score -8878278 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8878235.000000 Penalty: 5342.169922
	Iteration 34Q: 3 clusters Score -8878235 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8878216.000000 Penalty: 5342.169922
	Iteration 35Q: 3 clusters Score -8878216 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8878165.000000 Penalty: 5342.169922
	Iteration 36Q: 3 clusters Score -8878165 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8878168.000000 Penalty: 5342.169922
	Iteration 37Q: 3 clusters Score -8878168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8878163.000000 Penalty: 5342.169922
	Iteration 38Q: 3 clusters Score -8878163 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8878165.000000 Penalty: 5342.169922
	Iteration 39Q: 3 clusters Score -8878165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8878174.000000 Penalty: 5342.169922
	Iteration 40F: 3 clusters Score -8878174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8878177.000000 Penalty: 5342.169922
	Iteration 41Q: 3 clusters Score -8878177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8878156.000000 Penalty: 5342.169922
	Iteration 42Q: 3 clusters Score -8878156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8878167.000000 Penalty: 5342.169922
	Iteration 43Q: 3 clusters Score -8878167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8878160.000000 Penalty: 5342.169922
	Iteration 44Q: 3 clusters Score -8878160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8878144.000000 Penalty: 5342.169922
	Iteration 45Q: 3 clusters Score -8878144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8878145.000000 Penalty: 5342.169922
	Iteration 46Q: 3 clusters Score -8878145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8878144.000000 Penalty: 5342.169922
	Iteration 47Q: 3 clusters Score -8878144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8878151.000000 Penalty: 5342.169922
	Iteration 48Q: 3 clusters Score -8878151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8878144.000000 Penalty: 5342.169922
	Iteration 49Q: 3 clusters Score -8878144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8878147.000000 Penalty: 5342.169922
	Iteration 50Q: 3 clusters Score -8878147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8878144.000000 Penalty: 5342.169922
	Iteration 51Q: 3 clusters Score -8878144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8878148.000000 Penalty: 5342.169922
	Iteration 52Q: 3 clusters Score -8878148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8878146.000000 Penalty: 5342.169922
	Iteration 53Q: 3 clusters Score -8878146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8878146.000000 Penalty: 5342.169922
	Iteration 54Q: 3 clusters Score -8878146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8878140.000000 Penalty: 5342.169922
	Iteration 55Q: 3 clusters Score -8878140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8878145.000000 Penalty: 5342.169922
	Iteration 56Q: 3 clusters Score -8878145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8878156.000000 Penalty: 5342.169922
	Iteration 57Q: 3 clusters Score -8878156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8878156.000000 Penalty: 5342.169922
	Iteration 58Q: 3 clusters Score -8878156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8878158.000000 Penalty: 5342.169922
	Iteration 59Q: 3 clusters Score -8878158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8878161.000000 Penalty: 5342.169922
	Iteration 60F: 3 clusters Score -8878161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8878154.000000 Penalty: 5342.169922
	Iteration 61Q: 3 clusters Score -8878154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8878164.000000 Penalty: 5342.169922
	Iteration 62Q: 3 clusters Score -8878164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8878158.000000 Penalty: 5342.169922
	Iteration 63Q: 3 clusters Score -8878158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8878164.000000 Penalty: 5342.169922
	Iteration 64Q: 3 clusters Score -8878164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8878157.000000 Penalty: 5342.169922
	Iteration 65Q: 3 clusters Score -8878157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8878157.000000 Penalty: 5342.169922
	Iteration 66F: 3 clusters Score -8878157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Entering Unmasked Estep 
Score: -7967446.000000 Penalty: 2653.405029
	Iteration 0F: 2 clusters Score -7967446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -7937642.500000 Penalty: 5306.810059
	Iteration 0F: 3 clusters Score -7937642 nChanged 20301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -7948956.000000 Penalty: 5306.810059
	Iteration 1F: 3 clusters Score -7948956 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -7949617.500000 Penalty: 5306.810059
	Iteration 2Q: 3 clusters Score -7949618 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -7950253.500000 Penalty: 5306.810059
	Iteration 3Q: 3 clusters Score -7950254 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -7950903.500000 Penalty: 5306.810059
	Iteration 4Q: 3 clusters Score -7950904 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -7951464.500000 Penalty: 5306.810059
	Iteration 5Q: 3 clusters Score -7951464 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -7952062.000000 Penalty: 5306.810059
	Iteration 6Q: 3 clusters Score -7952062 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -7952729.500000 Penalty: 5306.810059
	Iteration 7Q: 3 clusters Score -7952730 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -7953478.000000 Penalty: 5306.810059
	Iteration 8Q: 3 clusters Score -7953478 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -7954269.500000 Penalty: 5306.810059
	Iteration 9Q: 3 clusters Score -7954270 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -7955167.000000 Penalty: 5306.810059
	Iteration 10Q: 3 clusters Score -7955167 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -7956107.000000 Penalty: 5306.810059
	Iteration 11Q: 3 clusters Score -7956107 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -7957035.500000 Penalty: 5306.810059
	Iteration 12Q: 3 clusters Score -7957036 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -7957809.000000 Penalty: 5306.810059
	Iteration 13Q: 3 clusters Score -7957809 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -7958495.000000 Penalty: 5306.810059
	Iteration 14Q: 3 clusters Score -7958495 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -7959131.500000 Penalty: 5306.810059
	Iteration 15Q: 3 clusters Score -7959132 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -7959646.000000 Penalty: 5306.810059
	Iteration 16Q: 3 clusters Score -7959646 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -7960164.000000 Penalty: 5306.810059
	Iteration 17Q: 3 clusters Score -7960164 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -7960694.500000 Penalty: 5306.810059
	Iteration 18Q: 3 clusters Score -7960694 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -7961120.500000 Penalty: 5306.810059
	Iteration 19Q: 3 clusters Score -7961120 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -7961610.000000 Penalty: 5306.810059
	Iteration 20F: 3 clusters Score -7961610 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -7962036.500000 Penalty: 5306.810059
	Iteration 21Q: 3 clusters Score -7962036 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -7962485.500000 Penalty: 5306.810059
	Iteration 22Q: 3 clusters Score -7962486 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -7962886.000000 Penalty: 5306.810059
	Iteration 23Q: 3 clusters Score -7962886 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -7963320.000000 Penalty: 5306.810059
	Iteration 24Q: 3 clusters Score -7963320 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -7963640.000000 Penalty: 5306.810059
	Iteration 25Q: 3 clusters Score -7963640 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7963944.000000 Penalty: 5306.810059
	Iteration 26Q: 3 clusters Score -7963944 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7964236.000000 Penalty: 5306.810059
	Iteration 27Q: 3 clusters Score -7964236 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7964424.000000 Penalty: 5306.810059
	Iteration 28Q: 3 clusters Score -7964424 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7964575.000000 Penalty: 5306.810059
	Iteration 29Q: 3 clusters Score -7964575 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7964676.500000 Penalty: 5306.810059
	Iteration 30Q: 3 clusters Score -7964676 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7964776.000000 Penalty: 5306.810059
	Iteration 31Q: 3 clusters Score -7964776 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7964855.500000 Penalty: 5306.810059
	Iteration 32Q: 3 clusters Score -7964856 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7964935.500000 Penalty: 5306.810059
	Iteration 33Q: 3 clusters Score -7964936 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7964969.500000 Penalty: 5306.810059
	Iteration 34Q: 3 clusters Score -7964970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7965011.500000 Penalty: 5306.810059
	Iteration 35Q: 3 clusters Score -7965012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7965032.000000 Penalty: 5306.810059
	Iteration 36Q: 3 clusters Score -7965032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7965050.000000 Penalty: 5306.810059
	Iteration 37Q: 3 clusters Score -7965050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7965065.000000 Penalty: 5306.810059
	Iteration 38Q: 3 clusters Score -7965065 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7965074.000000 Penalty: 5306.810059
	Iteration 39Q: 3 clusters Score -7965074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7965102.000000 Penalty: 5306.810059
	Iteration 40F: 3 clusters Score -7965102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7965107.500000 Penalty: 5306.810059
	Iteration 41Q: 3 clusters Score -7965108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7965116.500000 Penalty: 5306.810059
	Iteration 42Q: 3 clusters Score -7965116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7965130.500000 Penalty: 5306.810059
	Iteration 43Q: 3 clusters Score -7965130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7965141.000000 Penalty: 5306.810059
	Iteration 44Q: 3 clusters Score -7965141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7965151.000000 Penalty: 5306.810059
	Iteration 45Q: 3 clusters Score -7965151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7965144.500000 Penalty: 5306.810059
	Iteration 46Q: 3 clusters Score -7965144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7965152.000000 Penalty: 5306.810059
	Iteration 47Q: 3 clusters Score -7965152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7965158.500000 Penalty: 5306.810059
	Iteration 48Q: 3 clusters Score -7965158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7965168.500000 Penalty: 5306.810059
	Iteration 49Q: 3 clusters Score -7965168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7965163.500000 Penalty: 5306.810059
	Iteration 50Q: 3 clusters Score -7965164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7965170.500000 Penalty: 5306.810059
	Iteration 51Q: 3 clusters Score -7965170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7965178.500000 Penalty: 5306.810059
	Iteration 52Q: 3 clusters Score -7965178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7965176.500000 Penalty: 5306.810059
	Iteration 53Q: 3 clusters Score -7965176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7965178.000000 Penalty: 5306.810059
	Iteration 54Q: 3 clusters Score -7965178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7965174.500000 Penalty: 5306.810059
	Iteration 55Q: 3 clusters Score -7965174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -7965183.000000 Penalty: 5306.810059
	Iteration 56Q: 3 clusters Score -7965183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7965176.500000 Penalty: 5306.810059
	Iteration 57Q: 3 clusters Score -7965176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7965179.500000 Penalty: 5306.810059
	Iteration 58Q: 3 clusters Score -7965180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7965184.000000 Penalty: 5306.810059
	Iteration 59Q: 3 clusters Score -7965184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7965184.000000 Penalty: 5306.810059
	Iteration 60F: 3 clusters Score -7965184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7965191.000000 Penalty: 5306.810059
	Iteration 61Q: 3 clusters Score -7965191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7965191.000000 Penalty: 5306.810059
	Iteration 62Q: 3 clusters Score -7965191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7965187.000000 Penalty: 5306.810059
	Iteration 63Q: 3 clusters Score -7965187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7965197.500000 Penalty: 5306.810059
	Iteration 64Q: 3 clusters Score -7965198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7965206.500000 Penalty: 5306.810059
	Iteration 65Q: 3 clusters Score -7965206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7965213.500000 Penalty: 5306.810059
	Iteration 66Q: 3 clusters Score -7965214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7965212.500000 Penalty: 5306.810059
	Iteration 67Q: 3 clusters Score -7965212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7965211.500000 Penalty: 5306.810059
	Iteration 68Q: 3 clusters Score -7965212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7965211.500000 Penalty: 5306.810059
	Iteration 69Q: 3 clusters Score -7965212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7965214.000000 Penalty: 5306.810059
	Iteration 70Q: 3 clusters Score -7965214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7965217.000000 Penalty: 5306.810059
	Iteration 71Q: 3 clusters Score -7965217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7965215.500000 Penalty: 5306.810059
	Iteration 72Q: 3 clusters Score -7965216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7965220.000000 Penalty: 5306.810059
	Iteration 73Q: 3 clusters Score -7965220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7965220.000000 Penalty: 5306.810059
	Iteration 74F: 3 clusters Score -7965220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Entering Unmasked Estep 
Score: -8833039.000000 Penalty: 2672.150879
	Iteration 0F: 2 clusters Score -8833039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -8802563.000000 Penalty: 5344.301758
	Iteration 0F: 3 clusters Score -8802563 nChanged 22056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -8814822.000000 Penalty: 5344.301758
	Iteration 1F: 3 clusters Score -8814822 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -8815419.000000 Penalty: 5344.301758
	Iteration 2Q: 3 clusters Score -8815419 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -8816095.000000 Penalty: 5344.301758
	Iteration 3Q: 3 clusters Score -8816095 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -8816869.000000 Penalty: 5344.301758
	Iteration 4Q: 3 clusters Score -8816869 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -8817801.000000 Penalty: 5344.301758
	Iteration 5Q: 3 clusters Score -8817801 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -8819218.000000 Penalty: 5344.301758
	Iteration 6Q: 3 clusters Score -8819218 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -8820999.000000 Penalty: 5344.301758
	Iteration 7F: 3 clusters Score -8820999 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -8823148.000000 Penalty: 5344.301758
	Iteration 8F: 3 clusters Score -8823148 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -8825260.000000 Penalty: 5344.301758
	Iteration 9F: 3 clusters Score -8825260 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -8826672.000000 Penalty: 5344.301758
	Iteration 10Q: 3 clusters Score -8826672 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -8827565.000000 Penalty: 5344.301758
	Iteration 11Q: 3 clusters Score -8827565 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -8828192.000000 Penalty: 5344.301758
	Iteration 12Q: 3 clusters Score -8828192 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -8828619.000000 Penalty: 5344.301758
	Iteration 13Q: 3 clusters Score -8828619 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -8829041.000000 Penalty: 5344.301758
	Iteration 14Q: 3 clusters Score -8829041 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -8829325.000000 Penalty: 5344.301758
	Iteration 15Q: 3 clusters Score -8829325 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -8829543.000000 Penalty: 5344.301758
	Iteration 16Q: 3 clusters Score -8829543 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -8829698.000000 Penalty: 5344.301758
	Iteration 17Q: 3 clusters Score -8829698 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -8829852.000000 Penalty: 5344.301758
	Iteration 18Q: 3 clusters Score -8829852 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -8829969.000000 Penalty: 5344.301758
	Iteration 19Q: 3 clusters Score -8829969 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -8829999.000000 Penalty: 5344.301758
	Iteration 20F: 3 clusters Score -8829999 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -8830070.000000 Penalty: 5344.301758
	Iteration 21Q: 3 clusters Score -8830070 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -8830136.000000 Penalty: 5344.301758
	Iteration 22Q: 3 clusters Score -8830136 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -8830166.000000 Penalty: 5344.301758
	Iteration 23Q: 3 clusters Score -8830166 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -8830215.000000 Penalty: 5344.301758
	Iteration 24Q: 3 clusters Score -8830215 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -8830233.000000 Penalty: 5344.301758
	Iteration 25Q: 3 clusters Score -8830233 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -8830217.000000 Penalty: 5344.301758
	Iteration 26Q: 3 clusters Score -8830217 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -8830259.000000 Penalty: 5344.301758
	Iteration 27Q: 3 clusters Score -8830259 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -8830258.000000 Penalty: 5344.301758
	Iteration 28Q: 3 clusters Score -8830258 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -8830272.000000 Penalty: 5344.301758
	Iteration 29Q: 3 clusters Score -8830272 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -8830266.000000 Penalty: 5344.301758
	Iteration 30Q: 3 clusters Score -8830266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -8830258.000000 Penalty: 5344.301758
	Iteration 31Q: 3 clusters Score -8830258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -8830266.000000 Penalty: 5344.301758
	Iteration 32Q: 3 clusters Score -8830266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -8830248.000000 Penalty: 5344.301758
	Iteration 33Q: 3 clusters Score -8830248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -8830256.000000 Penalty: 5344.301758
	Iteration 34Q: 3 clusters Score -8830256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -8830250.000000 Penalty: 5344.301758
	Iteration 35Q: 3 clusters Score -8830250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -8830256.000000 Penalty: 5344.301758
	Iteration 36Q: 3 clusters Score -8830256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -8830245.000000 Penalty: 5344.301758
	Iteration 37Q: 3 clusters Score -8830245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -8830249.000000 Penalty: 5344.301758
	Iteration 38Q: 3 clusters Score -8830249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -8830251.000000 Penalty: 5344.301758
	Iteration 39Q: 3 clusters Score -8830251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -8830246.000000 Penalty: 5344.301758
	Iteration 40F: 3 clusters Score -8830246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -8830258.000000 Penalty: 5344.301758
	Iteration 41Q: 3 clusters Score -8830258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -8830245.000000 Penalty: 5344.301758
	Iteration 42Q: 3 clusters Score -8830245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -8830245.000000 Penalty: 5344.301758
	Iteration 43Q: 3 clusters Score -8830245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -8830241.000000 Penalty: 5344.301758
	Iteration 44Q: 3 clusters Score -8830241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -8830252.000000 Penalty: 5344.301758
	Iteration 45Q: 3 clusters Score -8830252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -8830259.000000 Penalty: 5344.301758
	Iteration 46Q: 3 clusters Score -8830259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -8830253.000000 Penalty: 5344.301758
	Iteration 47Q: 3 clusters Score -8830253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -8830252.000000 Penalty: 5344.301758
	Iteration 48Q: 3 clusters Score -8830252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -8830254.000000 Penalty: 5344.301758
	Iteration 49Q: 3 clusters Score -8830254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -8830250.000000 Penalty: 5344.301758
	Iteration 50Q: 3 clusters Score -8830250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -8830257.000000 Penalty: 5344.301758
	Iteration 51Q: 3 clusters Score -8830257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -8830257.000000 Penalty: 5344.301758
	Iteration 52F: 3 clusters Score -8830257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (52095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Entering Unmasked Estep 
Score: -9708736.000000 Penalty: 2693.484375
	Iteration 0F: 2 clusters Score -9708736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -9678436.000000 Penalty: 5386.968750
	Iteration 0F: 3 clusters Score -9678436 nChanged 24349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -9692165.000000 Penalty: 5386.968750
	Iteration 1F: 3 clusters Score -9692165 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -9692644.000000 Penalty: 5386.968750
	Iteration 2Q: 3 clusters Score -9692644 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -9693033.000000 Penalty: 5386.968750
	Iteration 3Q: 3 clusters Score -9693033 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -9693456.000000 Penalty: 5386.968750
	Iteration 4Q: 3 clusters Score -9693456 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -9693938.000000 Penalty: 5386.968750
	Iteration 5Q: 3 clusters Score -9693938 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -9694514.000000 Penalty: 5386.968750
	Iteration 6Q: 3 clusters Score -9694514 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -9695042.000000 Penalty: 5386.968750
	Iteration 7Q: 3 clusters Score -9695042 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -9695794.000000 Penalty: 5386.968750
	Iteration 8Q: 3 clusters Score -9695794 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -9696668.000000 Penalty: 5386.968750
	Iteration 9Q: 3 clusters Score -9696668 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -9697721.000000 Penalty: 5386.968750
	Iteration 10Q: 3 clusters Score -9697721 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -9698933.000000 Penalty: 5386.968750
	Iteration 11Q: 3 clusters Score -9698933 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -9700045.000000 Penalty: 5386.968750
	Iteration 12Q: 3 clusters Score -9700045 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -9701321.000000 Penalty: 5386.968750
	Iteration 13Q: 3 clusters Score -9701321 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -9702458.000000 Penalty: 5386.968750
	Iteration 14Q: 3 clusters Score -9702458 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -9703450.000000 Penalty: 5386.968750
	Iteration 15Q: 3 clusters Score -9703450 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -9704205.000000 Penalty: 5386.968750
	Iteration 16Q: 3 clusters Score -9704205 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -9704757.000000 Penalty: 5386.968750
	Iteration 17Q: 3 clusters Score -9704757 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -9705206.000000 Penalty: 5386.968750
	Iteration 18Q: 3 clusters Score -9705206 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -9705571.000000 Penalty: 5386.968750
	Iteration 19Q: 3 clusters Score -9705571 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -9705787.000000 Penalty: 5386.968750
	Iteration 20F: 3 clusters Score -9705787 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -9706037.000000 Penalty: 5386.968750
	Iteration 21Q: 3 clusters Score -9706037 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -9706275.000000 Penalty: 5386.968750
	Iteration 22Q: 3 clusters Score -9706275 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -9706513.000000 Penalty: 5386.968750
	Iteration 23Q: 3 clusters Score -9706513 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -9706768.000000 Penalty: 5386.968750
	Iteration 24Q: 3 clusters Score -9706768 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -9706899.000000 Penalty: 5386.968750
	Iteration 25Q: 3 clusters Score -9706899 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -9707032.000000 Penalty: 5386.968750
	Iteration 26Q: 3 clusters Score -9707032 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -9707163.000000 Penalty: 5386.968750
	Iteration 27Q: 3 clusters Score -9707163 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -9707170.000000 Penalty: 5386.968750
	Iteration 28Q: 3 clusters Score -9707170 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -9707285.000000 Penalty: 5386.968750
	Iteration 29Q: 3 clusters Score -9707285 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -9707357.000000 Penalty: 5386.968750
	Iteration 30Q: 3 clusters Score -9707357 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -9707426.000000 Penalty: 5386.968750
	Iteration 31Q: 3 clusters Score -9707426 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -9707445.000000 Penalty: 5386.968750
	Iteration 32Q: 3 clusters Score -9707445 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -9707528.000000 Penalty: 5386.968750
	Iteration 33Q: 3 clusters Score -9707528 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -9707481.000000 Penalty: 5386.968750
	Iteration 34Q: 3 clusters Score -9707481 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -9707528.000000 Penalty: 5386.968750
	Iteration 35Q: 3 clusters Score -9707528 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -9707409.000000 Penalty: 5386.968750
	Iteration 36Q: 3 clusters Score -9707409 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -9707281.000000 Penalty: 5386.968750
	Iteration 37Q: 3 clusters Score -9707281 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -9707189.000000 Penalty: 5386.968750
	Iteration 38Q: 3 clusters Score -9707189 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -9707139.000000 Penalty: 5386.968750
	Iteration 39Q: 3 clusters Score -9707139 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -9707049.000000 Penalty: 5386.968750
	Iteration 40F: 3 clusters Score -9707049 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -9707002.000000 Penalty: 5386.968750
	Iteration 41Q: 3 clusters Score -9707002 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9706984.000000 Penalty: 5386.968750
	Iteration 42Q: 3 clusters Score -9706984 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -9706968.000000 Penalty: 5386.968750
	Iteration 43Q: 3 clusters Score -9706968 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -9706935.000000 Penalty: 5386.968750
	Iteration 44Q: 3 clusters Score -9706935 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -9706932.000000 Penalty: 5386.968750
	Iteration 45Q: 3 clusters Score -9706932 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9706923.000000 Penalty: 5386.968750
	Iteration 46Q: 3 clusters Score -9706923 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9706920.000000 Penalty: 5386.968750
	Iteration 47Q: 3 clusters Score -9706920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9706917.000000 Penalty: 5386.968750
	Iteration 48Q: 3 clusters Score -9706917 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -9706901.000000 Penalty: 5386.968750
	Iteration 49Q: 3 clusters Score -9706901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -9706928.000000 Penalty: 5386.968750
	Iteration 50Q: 3 clusters Score -9706928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9706948.000000 Penalty: 5386.968750
	Iteration 51Q: 3 clusters Score -9706948 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9706959.000000 Penalty: 5386.968750
	Iteration 52Q: 3 clusters Score -9706959 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9706960.000000 Penalty: 5386.968750
	Iteration 53Q: 3 clusters Score -9706960 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9706965.000000 Penalty: 5386.968750
	Iteration 54Q: 3 clusters Score -9706965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9706958.000000 Penalty: 5386.968750
	Iteration 55Q: 3 clusters Score -9706958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9706930.000000 Penalty: 5386.968750
	Iteration 56Q: 3 clusters Score -9706930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -9706956.000000 Penalty: 5386.968750
	Iteration 57Q: 3 clusters Score -9706956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -9706959.000000 Penalty: 5386.968750
	Iteration 58Q: 3 clusters Score -9706959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9706977.000000 Penalty: 5386.968750
	Iteration 59Q: 3 clusters Score -9706977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9706985.000000 Penalty: 5386.968750
	Iteration 60F: 3 clusters Score -9706985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9706995.000000 Penalty: 5386.968750
	Iteration 61Q: 3 clusters Score -9706995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9707011.000000 Penalty: 5386.968750
	Iteration 62Q: 3 clusters Score -9707011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -9707012.000000 Penalty: 5386.968750
	Iteration 63Q: 3 clusters Score -9707012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9707007.000000 Penalty: 5386.968750
	Iteration 64Q: 3 clusters Score -9707007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9706996.000000 Penalty: 5386.968750
	Iteration 65Q: 3 clusters Score -9706996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -9706996.000000 Penalty: 5386.968750
	Iteration 66Q: 3 clusters Score -9706996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9707000.000000 Penalty: 5386.968750
	Iteration 67Q: 3 clusters Score -9707000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9706996.000000 Penalty: 5386.968750
	Iteration 68Q: 3 clusters Score -9706996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -9706986.000000 Penalty: 5386.968750
	Iteration 69Q: 3 clusters Score -9706986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -9706985.000000 Penalty: 5386.968750
	Iteration 70Q: 3 clusters Score -9706985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9706991.000000 Penalty: 5386.968750
	Iteration 71Q: 3 clusters Score -9706991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9706999.000000 Penalty: 5386.968750
	Iteration 72Q: 3 clusters Score -9706999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -9706998.000000 Penalty: 5386.968750
	Iteration 73Q: 3 clusters Score -9706998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9707000.000000 Penalty: 5386.968750
	Iteration 74Q: 3 clusters Score -9707000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9706999.000000 Penalty: 5386.968750
	Iteration 75Q: 3 clusters Score -9706999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -9707013.000000 Penalty: 5386.968750
	Iteration 76Q: 3 clusters Score -9707013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9707016.000000 Penalty: 5386.968750
	Iteration 77Q: 3 clusters Score -9707016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9707014.000000 Penalty: 5386.968750
	Iteration 78Q: 3 clusters Score -9707014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9707030.000000 Penalty: 5386.968750
	Iteration 79Q: 3 clusters Score -9707030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -9707025.000000 Penalty: 5386.968750
	Iteration 80F: 3 clusters Score -9707025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50729 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9707033.000000 Penalty: 5386.968750
	Iteration 81Q: 3 clusters Score -9707033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9707040.000000 Penalty: 5386.968750
	Iteration 82Q: 3 clusters Score -9707040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9707028.000000 Penalty: 5386.968750
	Iteration 83Q: 3 clusters Score -9707028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -9707021.000000 Penalty: 5386.968750
	Iteration 84Q: 3 clusters Score -9707021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9707027.000000 Penalty: 5386.968750
	Iteration 85Q: 3 clusters Score -9707027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -9707029.000000 Penalty: 5386.968750
	Iteration 86Q: 3 clusters Score -9707029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9707029.000000 Penalty: 5386.968750
	Iteration 87Q: 3 clusters Score -9707029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -9707021.000000 Penalty: 5386.968750
	Iteration 88Q: 3 clusters Score -9707021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -9707022.000000 Penalty: 5386.968750
	Iteration 89Q: 3 clusters Score -9707022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9707036.000000 Penalty: 5386.968750
	Iteration 90Q: 3 clusters Score -9707036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9707040.000000 Penalty: 5386.968750
	Iteration 91Q: 3 clusters Score -9707040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9707042.000000 Penalty: 5386.968750
	Iteration 92Q: 3 clusters Score -9707042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9707037.000000 Penalty: 5386.968750
	Iteration 93Q: 3 clusters Score -9707037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -9707046.000000 Penalty: 5386.968750
	Iteration 94Q: 3 clusters Score -9707046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9707050.000000 Penalty: 5386.968750
	Iteration 95Q: 3 clusters Score -9707050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -9707057.000000 Penalty: 5386.968750
	Iteration 96Q: 3 clusters Score -9707057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9707063.000000 Penalty: 5386.968750
	Iteration 97Q: 3 clusters Score -9707063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -9707051.000000 Penalty: 5386.968750
	Iteration 98Q: 3 clusters Score -9707051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9707054.000000 Penalty: 5386.968750
	Iteration 99Q: 3 clusters Score -9707054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9707063.000000 Penalty: 5386.968750
	Iteration 100F: 3 clusters Score -9707063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -9707065.000000 Penalty: 5386.968750
	Iteration 101Q: 3 clusters Score -9707065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9707063.000000 Penalty: 5386.968750
	Iteration 102Q: 3 clusters Score -9707063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9707071.000000 Penalty: 5386.968750
	Iteration 103Q: 3 clusters Score -9707071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9707068.000000 Penalty: 5386.968750
	Iteration 104Q: 3 clusters Score -9707068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9707061.000000 Penalty: 5386.968750
	Iteration 105Q: 3 clusters Score -9707061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9707051.000000 Penalty: 5386.968750
	Iteration 106Q: 3 clusters Score -9707051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9707057.000000 Penalty: 5386.968750
	Iteration 107Q: 3 clusters Score -9707057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -9707055.000000 Penalty: 5386.968750
	Iteration 108Q: 3 clusters Score -9707055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -9707054.000000 Penalty: 5386.968750
	Iteration 109Q: 3 clusters Score -9707054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9707054.000000 Penalty: 5386.968750
	Iteration 110Q: 3 clusters Score -9707054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9707054.000000 Penalty: 5386.968750
	Iteration 111F: 3 clusters Score -9707054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (36227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Entering Unmasked Estep 
Score: -6647125.500000 Penalty: 2603.394775
	Iteration 0F: 2 clusters Score -6647126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -6622503.500000 Penalty: 5206.789551
	Iteration 0F: 3 clusters Score -6622504 nChanged 16545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -6631558.000000 Penalty: 5206.789551
	Iteration 1F: 3 clusters Score -6631558 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -6632279.500000 Penalty: 5206.789551
	Iteration 2Q: 3 clusters Score -6632280 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -6633189.500000 Penalty: 5206.789551
	Iteration 3Q: 3 clusters Score -6633190 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -6634364.000000 Penalty: 5206.789551
	Iteration 4F: 3 clusters Score -6634364 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -6635986.500000 Penalty: 5206.789551
	Iteration 5F: 3 clusters Score -6635986 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -6638104.000000 Penalty: 5206.789551
	Iteration 6F: 3 clusters Score -6638104 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -6640792.000000 Penalty: 5206.789551
	Iteration 7F: 3 clusters Score -6640792 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -6643470.500000 Penalty: 5206.789551
	Iteration 8F: 3 clusters Score -6643470 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -6644528.000000 Penalty: 5206.789551
	Iteration 9Q: 3 clusters Score -6644528 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -6644741.500000 Penalty: 5206.789551
	Iteration 10Q: 3 clusters Score -6644742 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -6644794.500000 Penalty: 5206.789551
	Iteration 11Q: 3 clusters Score -6644794 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -6644870.000000 Penalty: 5206.789551
	Iteration 12Q: 3 clusters Score -6644870 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -6644917.500000 Penalty: 5206.789551
	Iteration 13Q: 3 clusters Score -6644918 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -6644953.500000 Penalty: 5206.789551
	Iteration 14Q: 3 clusters Score -6644954 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -6644964.000000 Penalty: 5206.789551
	Iteration 15Q: 3 clusters Score -6644964 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -6644988.000000 Penalty: 5206.789551
	Iteration 16Q: 3 clusters Score -6644988 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -6645009.500000 Penalty: 5206.789551
	Iteration 17Q: 3 clusters Score -6645010 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -6645044.500000 Penalty: 5206.789551
	Iteration 18Q: 3 clusters Score -6645044 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -6645035.500000 Penalty: 5206.789551
	Iteration 19Q: 3 clusters Score -6645036 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -6645044.000000 Penalty: 5206.789551
	Iteration 20F: 3 clusters Score -6645044 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -6645072.000000 Penalty: 5206.789551
	Iteration 21Q: 3 clusters Score -6645072 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -6645094.000000 Penalty: 5206.789551
	Iteration 22Q: 3 clusters Score -6645094 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -6645115.500000 Penalty: 5206.789551
	Iteration 23Q: 3 clusters Score -6645116 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -6645123.000000 Penalty: 5206.789551
	Iteration 24Q: 3 clusters Score -6645123 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -6645163.500000 Penalty: 5206.789551
	Iteration 25Q: 3 clusters Score -6645164 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -6645186.500000 Penalty: 5206.789551
	Iteration 26Q: 3 clusters Score -6645186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -6645185.500000 Penalty: 5206.789551
	Iteration 27Q: 3 clusters Score -6645186 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -6645192.000000 Penalty: 5206.789551
	Iteration 28Q: 3 clusters Score -6645192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -6645173.500000 Penalty: 5206.789551
	Iteration 29Q: 3 clusters Score -6645174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -6645181.000000 Penalty: 5206.789551
	Iteration 30Q: 3 clusters Score -6645181 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -6645197.500000 Penalty: 5206.789551
	Iteration 31Q: 3 clusters Score -6645198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -6645210.500000 Penalty: 5206.789551
	Iteration 32Q: 3 clusters Score -6645210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -6645225.000000 Penalty: 5206.789551
	Iteration 33Q: 3 clusters Score -6645225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -6645240.000000 Penalty: 5206.789551
	Iteration 34Q: 3 clusters Score -6645240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -6645241.500000 Penalty: 5206.789551
	Iteration 35Q: 3 clusters Score -6645242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -6645237.500000 Penalty: 5206.789551
	Iteration 36Q: 3 clusters Score -6645238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -6645240.500000 Penalty: 5206.789551
	Iteration 37Q: 3 clusters Score -6645240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -6645231.000000 Penalty: 5206.789551
	Iteration 38Q: 3 clusters Score -6645231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -6645239.500000 Penalty: 5206.789551
	Iteration 39Q: 3 clusters Score -6645240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -6645238.000000 Penalty: 5206.789551
	Iteration 40F: 3 clusters Score -6645238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -6645239.000000 Penalty: 5206.789551
	Iteration 41Q: 3 clusters Score -6645239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -6645242.500000 Penalty: 5206.789551
	Iteration 42Q: 3 clusters Score -6645242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -6645241.500000 Penalty: 5206.789551
	Iteration 43Q: 3 clusters Score -6645242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -6645243.000000 Penalty: 5206.789551
	Iteration 44Q: 3 clusters Score -6645243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -6645252.500000 Penalty: 5206.789551
	Iteration 45Q: 3 clusters Score -6645252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -6645249.500000 Penalty: 5206.789551
	Iteration 46Q: 3 clusters Score -6645250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -6645255.000000 Penalty: 5206.789551
	Iteration 47Q: 3 clusters Score -6645255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -6645250.500000 Penalty: 5206.789551
	Iteration 48Q: 3 clusters Score -6645250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -6645254.500000 Penalty: 5206.789551
	Iteration 49Q: 3 clusters Score -6645254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -6645260.000000 Penalty: 5206.789551
	Iteration 50Q: 3 clusters Score -6645260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -6645264.000000 Penalty: 5206.789551
	Iteration 51Q: 3 clusters Score -6645264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -6645254.000000 Penalty: 5206.789551
	Iteration 52Q: 3 clusters Score -6645254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -6645256.000000 Penalty: 5206.789551
	Iteration 53Q: 3 clusters Score -6645256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -6645255.500000 Penalty: 5206.789551
	Iteration 54Q: 3 clusters Score -6645256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -6645253.500000 Penalty: 5206.789551
	Iteration 55Q: 3 clusters Score -6645254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -6645250.000000 Penalty: 5206.789551
	Iteration 56Q: 3 clusters Score -6645250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -6645250.500000 Penalty: 5206.789551
	Iteration 57Q: 3 clusters Score -6645250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -6645258.500000 Penalty: 5206.789551
	Iteration 58Q: 3 clusters Score -6645258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -6645255.000000 Penalty: 5206.789551
	Iteration 59Q: 3 clusters Score -6645255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -6645257.500000 Penalty: 5206.789551
	Iteration 60F: 3 clusters Score -6645258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -6645259.500000 Penalty: 5206.789551
	Iteration 61Q: 3 clusters Score -6645260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -6645263.500000 Penalty: 5206.789551
	Iteration 62Q: 3 clusters Score -6645264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -6645263.500000 Penalty: 5206.789551
	Iteration 63F: 3 clusters Score -6645264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -572031.937500 Penalty: 2007.708374
	Iteration 0F: 2 clusters Score -572031.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -568583.687500 Penalty: 4015.416748
	Iteration 0F: 3 clusters Score -568583.7 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -569365.625000 Penalty: 4015.416748
	Iteration 1F: 3 clusters Score -569365.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -569596.250000 Penalty: 4015.416748
	Iteration 2F: 3 clusters Score -569596.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -569768.562500 Penalty: 4015.416748
	Iteration 3F: 3 clusters Score -569768.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -569930.312500 Penalty: 4015.416748
	Iteration 4Q: 3 clusters Score -569930.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -570077.375000 Penalty: 4015.416748
	Iteration 5Q: 3 clusters Score -570077.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -570206.312500 Penalty: 4015.416748
	Iteration 6Q: 3 clusters Score -570206.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -570332.125000 Penalty: 4015.416748
	Iteration 7Q: 3 clusters Score -570332.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -570439.750000 Penalty: 4015.416748
	Iteration 8Q: 3 clusters Score -570439.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -570528.187500 Penalty: 4015.416748
	Iteration 9Q: 3 clusters Score -570528.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -570589.250000 Penalty: 4015.416748
	Iteration 10Q: 3 clusters Score -570589.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -570647.000000 Penalty: 4015.416748
	Iteration 11Q: 3 clusters Score -570647 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -570697.250000 Penalty: 4015.416748
	Iteration 12Q: 3 clusters Score -570697.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -570734.062500 Penalty: 4015.416748
	Iteration 13Q: 3 clusters Score -570734.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -570767.875000 Penalty: 4015.416748
	Iteration 14Q: 3 clusters Score -570767.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -570793.562500 Penalty: 4015.416748
	Iteration 15Q: 3 clusters Score -570793.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -570814.687500 Penalty: 4015.416748
	Iteration 16Q: 3 clusters Score -570814.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -570834.125000 Penalty: 4015.416748
	Iteration 17Q: 3 clusters Score -570834.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -570849.625000 Penalty: 4015.416748
	Iteration 18Q: 3 clusters Score -570849.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -570860.375000 Penalty: 4015.416748
	Iteration 19Q: 3 clusters Score -570860.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -570869.625000 Penalty: 4015.416748
	Iteration 20F: 3 clusters Score -570869.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -570875.875000 Penalty: 4015.416748
	Iteration 21Q: 3 clusters Score -570875.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -570879.250000 Penalty: 4015.416748
	Iteration 22Q: 3 clusters Score -570879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -570881.875000 Penalty: 4015.416748
	Iteration 23Q: 3 clusters Score -570881.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -570882.937500 Penalty: 4015.416748
	Iteration 24Q: 3 clusters Score -570882.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -570883.375000 Penalty: 4015.416748
	Iteration 25Q: 3 clusters Score -570883.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -570883.375000 Penalty: 4015.416748
	Iteration 26F: 3 clusters Score -570883.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Entering Unmasked Estep 
Score: -8136402.000000 Penalty: 2651.940430
	Iteration 0F: 2 clusters Score -8136402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -8107373.000000 Penalty: 5303.880859
	Iteration 0F: 3 clusters Score -8107373 nChanged 20185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -8118671.000000 Penalty: 5303.880859
	Iteration 1F: 3 clusters Score -8118671 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -8119221.000000 Penalty: 5303.880859
	Iteration 2Q: 3 clusters Score -8119221 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -8119734.000000 Penalty: 5303.880859
	Iteration 3Q: 3 clusters Score -8119734 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -8120201.500000 Penalty: 5303.880859
	Iteration 4Q: 3 clusters Score -8120202 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -8120760.500000 Penalty: 5303.880859
	Iteration 5Q: 3 clusters Score -8120760 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -8121309.000000 Penalty: 5303.880859
	Iteration 6Q: 3 clusters Score -8121309 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -8121793.500000 Penalty: 5303.880859
	Iteration 7Q: 3 clusters Score -8121794 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -8122480.500000 Penalty: 5303.880859
	Iteration 8Q: 3 clusters Score -8122480 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -8123226.000000 Penalty: 5303.880859
	Iteration 9Q: 3 clusters Score -8123226 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -8124340.000000 Penalty: 5303.880859
	Iteration 10Q: 3 clusters Score -8124340 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -8125623.000000 Penalty: 5303.880859
	Iteration 11Q: 3 clusters Score -8125623 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -8127016.000000 Penalty: 5303.880859
	Iteration 12Q: 3 clusters Score -8127016 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -8128048.500000 Penalty: 5303.880859
	Iteration 13Q: 3 clusters Score -8128048 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -8128675.500000 Penalty: 5303.880859
	Iteration 14Q: 3 clusters Score -8128676 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -8128974.500000 Penalty: 5303.880859
	Iteration 15Q: 3 clusters Score -8128974 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -8129173.000000 Penalty: 5303.880859
	Iteration 16Q: 3 clusters Score -8129173 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -8129359.500000 Penalty: 5303.880859
	Iteration 17Q: 3 clusters Score -8129360 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -8129483.000000 Penalty: 5303.880859
	Iteration 18Q: 3 clusters Score -8129483 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -8129599.000000 Penalty: 5303.880859
	Iteration 19Q: 3 clusters Score -8129599 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -8129739.500000 Penalty: 5303.880859
	Iteration 20F: 3 clusters Score -8129740 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -8129823.000000 Penalty: 5303.880859
	Iteration 21Q: 3 clusters Score -8129823 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -8129927.500000 Penalty: 5303.880859
	Iteration 22Q: 3 clusters Score -8129928 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -8130003.000000 Penalty: 5303.880859
	Iteration 23Q: 3 clusters Score -8130003 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -8130122.500000 Penalty: 5303.880859
	Iteration 24Q: 3 clusters Score -8130122 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -8130184.000000 Penalty: 5303.880859
	Iteration 25Q: 3 clusters Score -8130184 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -8130257.500000 Penalty: 5303.880859
	Iteration 26Q: 3 clusters Score -8130258 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -8130355.000000 Penalty: 5303.880859
	Iteration 27Q: 3 clusters Score -8130355 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -8130453.500000 Penalty: 5303.880859
	Iteration 28Q: 3 clusters Score -8130454 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -8130531.000000 Penalty: 5303.880859
	Iteration 29Q: 3 clusters Score -8130531 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -8130618.000000 Penalty: 5303.880859
	Iteration 30Q: 3 clusters Score -8130618 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -8130691.500000 Penalty: 5303.880859
	Iteration 31Q: 3 clusters Score -8130692 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -8130772.500000 Penalty: 5303.880859
	Iteration 32Q: 3 clusters Score -8130772 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -8130863.000000 Penalty: 5303.880859
	Iteration 33Q: 3 clusters Score -8130863 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -8130921.500000 Penalty: 5303.880859
	Iteration 34Q: 3 clusters Score -8130922 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -8130979.500000 Penalty: 5303.880859
	Iteration 35Q: 3 clusters Score -8130980 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -8130990.000000 Penalty: 5303.880859
	Iteration 36Q: 3 clusters Score -8130990 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -8131050.500000 Penalty: 5303.880859
	Iteration 37Q: 3 clusters Score -8131050 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -8131130.000000 Penalty: 5303.880859
	Iteration 38Q: 3 clusters Score -8131130 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -8131165.500000 Penalty: 5303.880859
	Iteration 39Q: 3 clusters Score -8131166 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -8131210.500000 Penalty: 5303.880859
	Iteration 40F: 3 clusters Score -8131210 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -8131258.000000 Penalty: 5303.880859
	Iteration 41Q: 3 clusters Score -8131258 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -8131299.500000 Penalty: 5303.880859
	Iteration 42Q: 3 clusters Score -8131300 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -8131414.000000 Penalty: 5303.880859
	Iteration 43Q: 3 clusters Score -8131414 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -8131471.500000 Penalty: 5303.880859
	Iteration 44Q: 3 clusters Score -8131472 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -8131570.500000 Penalty: 5303.880859
	Iteration 45Q: 3 clusters Score -8131570 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -8131667.500000 Penalty: 5303.880859
	Iteration 46Q: 3 clusters Score -8131668 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -8131765.500000 Penalty: 5303.880859
	Iteration 47Q: 3 clusters Score -8131766 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -8131894.000000 Penalty: 5303.880859
	Iteration 48Q: 3 clusters Score -8131894 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -8131996.500000 Penalty: 5303.880859
	Iteration 49Q: 3 clusters Score -8131996 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -8132118.000000 Penalty: 5303.880859
	Iteration 50Q: 3 clusters Score -8132118 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -8132208.000000 Penalty: 5303.880859
	Iteration 51Q: 3 clusters Score -8132208 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -8132289.000000 Penalty: 5303.880859
	Iteration 52Q: 3 clusters Score -8132289 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -8132378.500000 Penalty: 5303.880859
	Iteration 53Q: 3 clusters Score -8132378 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -8132477.000000 Penalty: 5303.880859
	Iteration 54Q: 3 clusters Score -8132477 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -8132534.000000 Penalty: 5303.880859
	Iteration 55Q: 3 clusters Score -8132534 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -8132592.500000 Penalty: 5303.880859
	Iteration 56Q: 3 clusters Score -8132592 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -8132655.500000 Penalty: 5303.880859
	Iteration 57Q: 3 clusters Score -8132656 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -8132681.000000 Penalty: 5303.880859
	Iteration 58Q: 3 clusters Score -8132681 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -8132727.500000 Penalty: 5303.880859
	Iteration 59Q: 3 clusters Score -8132728 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -8132760.000000 Penalty: 5303.880859
	Iteration 60F: 3 clusters Score -8132760 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -8132803.500000 Penalty: 5303.880859
	Iteration 61Q: 3 clusters Score -8132804 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -8132866.000000 Penalty: 5303.880859
	Iteration 62Q: 3 clusters Score -8132866 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -8132885.500000 Penalty: 5303.880859
	Iteration 63Q: 3 clusters Score -8132886 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -8132932.000000 Penalty: 5303.880859
	Iteration 64Q: 3 clusters Score -8132932 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -8132951.000000 Penalty: 5303.880859
	Iteration 65Q: 3 clusters Score -8132951 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -8132937.500000 Penalty: 5303.880859
	Iteration 66Q: 3 clusters Score -8132938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -8132938.000000 Penalty: 5303.880859
	Iteration 67Q: 3 clusters Score -8132938 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -8132962.500000 Penalty: 5303.880859
	Iteration 68Q: 3 clusters Score -8132962 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -8132966.000000 Penalty: 5303.880859
	Iteration 69Q: 3 clusters Score -8132966 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -8132970.000000 Penalty: 5303.880859
	Iteration 70Q: 3 clusters Score -8132970 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8132982 nChanged 63
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	Iteration 73Q: 3 clusters Score -8132988 nChanged 48
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	Iteration 74Q: 3 clusters Score -8132992 nChanged 56
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	Iteration 75Q: 3 clusters Score -8132993 nChanged 54
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	Iteration 79Q: 3 clusters Score -8132992 nChanged 38
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	Iteration 80F: 3 clusters Score -8132995 nChanged 40
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	Iteration 81Q: 3 clusters Score -8133000 nChanged 42
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8133002 nChanged 43
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	Iteration 83Q: 3 clusters Score -8133009 nChanged 45
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	Iteration 84Q: 3 clusters Score -8133012 nChanged 28
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	Iteration 85Q: 3 clusters Score -8133023 nChanged 27
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	Iteration 86Q: 3 clusters Score -8133028 nChanged 30
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	Iteration 87Q: 3 clusters Score -8133032 nChanged 34
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	Iteration 88Q: 3 clusters Score -8133024 nChanged 41
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	Iteration 89Q: 3 clusters Score -8133025 nChanged 42
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	Iteration 90Q: 3 clusters Score -8133013 nChanged 38
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	Iteration 91Q: 3 clusters Score -8133027 nChanged 50
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	Iteration 93Q: 3 clusters Score -8133026 nChanged 61
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	Iteration 94Q: 3 clusters Score -8133034 nChanged 43
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	Iteration 96Q: 3 clusters Score -8133050 nChanged 34
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	Iteration 97Q: 3 clusters Score -8133056 nChanged 25
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	Iteration 100F: 3 clusters Score -8133050 nChanged 21
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	Iteration 103Q: 3 clusters Score -8133037 nChanged 10
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	Iteration 105Q: 3 clusters Score -8133034 nChanged 6
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	Iteration 106Q: 3 clusters Score -8133037 nChanged 4
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	Iteration 109Q: 3 clusters Score -8133038 nChanged 12
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	Iteration 110Q: 3 clusters Score -8133038 nChanged 15
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	Iteration 111Q: 3 clusters Score -8133040 nChanged 19
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	Iteration 112Q: 3 clusters Score -8133028 nChanged 19
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	Iteration 113Q: 3 clusters Score -8133027 nChanged 19
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	Iteration 114Q: 3 clusters Score -8133033 nChanged 19
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	Iteration 115Q: 3 clusters Score -8133024 nChanged 13
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	Iteration 116Q: 3 clusters Score -8133028 nChanged 6
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	Iteration 117Q: 3 clusters Score -8133020 nChanged 10
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	Iteration 118Q: 3 clusters Score -8133031 nChanged 17
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	Iteration 119Q: 3 clusters Score -8133036 nChanged 10
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	Iteration 120F: 3 clusters Score -8133036 nChanged 11
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	Iteration 121Q: 3 clusters Score -8133030 nChanged 15
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	Iteration 122Q: 3 clusters Score -8133034 nChanged 13
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	Iteration 123Q: 3 clusters Score -8133034 nChanged 14
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	Iteration 124Q: 3 clusters Score -8133021 nChanged 17
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	Iteration 125Q: 3 clusters Score -8133020 nChanged 18
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	Iteration 126Q: 3 clusters Score -8133036 nChanged 24
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	Iteration 127Q: 3 clusters Score -8133028 nChanged 18
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	Iteration 128Q: 3 clusters Score -8133034 nChanged 16
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	Iteration 129Q: 3 clusters Score -8133036 nChanged 15
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	Iteration 130Q: 3 clusters Score -8133026 nChanged 6
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	Iteration 131Q: 3 clusters Score -8133026 nChanged 5
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	Iteration 132Q: 3 clusters Score -8133027 nChanged 8
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	Iteration 133Q: 3 clusters Score -8133032 nChanged 10
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	Iteration 134Q: 3 clusters Score -8133038 nChanged 15
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	Iteration 135Q: 3 clusters Score -8133036 nChanged 13
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	Iteration 136Q: 3 clusters Score -8133033 nChanged 8
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	Iteration 137Q: 3 clusters Score -8133030 nChanged 10
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	Iteration 138Q: 3 clusters Score -8133013 nChanged 11
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	Iteration 139Q: 3 clusters Score -8133014 nChanged 14
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	Iteration 140F: 3 clusters Score -8133020 nChanged 12
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	Iteration 141Q: 3 clusters Score -8133028 nChanged 15
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	Iteration 142Q: 3 clusters Score -8133026 nChanged 14
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	Iteration 143Q: 3 clusters Score -8133028 nChanged 11
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	Iteration 144Q: 3 clusters Score -8133033 nChanged 12
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	Iteration 145Q: 3 clusters Score -8133028 nChanged 9
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	Iteration 146Q: 3 clusters Score -8133020 nChanged 8
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	Iteration 147Q: 3 clusters Score -8133013 nChanged 2
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	Iteration 148Q: 3 clusters Score -8133020 nChanged 2
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	Iteration 149Q: 3 clusters Score -8133013 nChanged 1
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	Iteration 150Q: 3 clusters Score -8133012 nChanged 6
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	Iteration 151Q: 3 clusters Score -8133010 nChanged 4
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	Iteration 152Q: 3 clusters Score -8133013 nChanged 2
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	Iteration 153Q: 3 clusters Score -8133020 nChanged 1
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	Iteration 154Q: 3 clusters Score -8133012 nChanged 7
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	Iteration 155Q: 3 clusters Score -8133004 nChanged 7
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	Iteration 156Q: 3 clusters Score -8133017 nChanged 8
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	Iteration 157Q: 3 clusters Score -8133020 nChanged 4
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	Iteration 158Q: 3 clusters Score -8133013 nChanged 4
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	Iteration 159Q: 3 clusters Score -8133018 nChanged 5
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	Iteration 160F: 3 clusters Score -8133015 nChanged 6
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	Iteration 162Q: 3 clusters Score -8133018 nChanged 4
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	Iteration 163Q: 3 clusters Score -8133016 nChanged 2
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	Iteration 164Q: 3 clusters Score -8133012 nChanged 2
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Entering Unmasked Estep 
Score: -8133014.000000 Penalty: 5303.880859
	Iteration 165Q: 3 clusters Score -8133014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -8133010.000000 Penalty: 5303.880859
	Iteration 166Q: 3 clusters Score -8133010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -8133017.000000 Penalty: 5303.880859
	Iteration 167Q: 3 clusters Score -8133017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -8133024.500000 Penalty: 5303.880859
	Iteration 168Q: 3 clusters Score -8133024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -8133016.500000 Penalty: 5303.880859
	Iteration 169Q: 3 clusters Score -8133016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -8133018.500000 Penalty: 5303.880859
	Iteration 170Q: 3 clusters Score -8133018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -8133016.500000 Penalty: 5303.880859
	Iteration 171Q: 3 clusters Score -8133016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -8133016.500000 Penalty: 5303.880859
	Iteration 172F: 3 clusters Score -8133016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Entering Unmasked Estep 
Score: -8603383.000000 Penalty: 2665.104736
	Iteration 0F: 2 clusters Score -8603383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -8574101.000000 Penalty: 5330.209473
	Iteration 0F: 3 clusters Score -8574101 nChanged 21486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -8585705.000000 Penalty: 5330.209473
	Iteration 1F: 3 clusters Score -8585705 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -8586172.000000 Penalty: 5330.209473
	Iteration 2Q: 3 clusters Score -8586172 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -8586634.000000 Penalty: 5330.209473
	Iteration 3Q: 3 clusters Score -8586634 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -8587271.000000 Penalty: 5330.209473
	Iteration 4Q: 3 clusters Score -8587271 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -8588092.000000 Penalty: 5330.209473
	Iteration 5Q: 3 clusters Score -8588092 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -8589267.000000 Penalty: 5330.209473
	Iteration 6F: 3 clusters Score -8589267 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -8591237.000000 Penalty: 5330.209473
	Iteration 7F: 3 clusters Score -8591237 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -8594065.000000 Penalty: 5330.209473
	Iteration 8F: 3 clusters Score -8594065 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -8597251.000000 Penalty: 5330.209473
	Iteration 9F: 3 clusters Score -8597251 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -8599889.000000 Penalty: 5330.209473
	Iteration 10F: 3 clusters Score -8599889 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8601206.000000 Penalty: 5330.209473
	Iteration 11Q: 3 clusters Score -8601206 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8601615.000000 Penalty: 5330.209473
	Iteration 12Q: 3 clusters Score -8601615 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8601812.000000 Penalty: 5330.209473
	Iteration 13Q: 3 clusters Score -8601812 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8601856.000000 Penalty: 5330.209473
	Iteration 14Q: 3 clusters Score -8601856 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8601838.000000 Penalty: 5330.209473
	Iteration 15Q: 3 clusters Score -8601838 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8601846.000000 Penalty: 5330.209473
	Iteration 16Q: 3 clusters Score -8601846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8601846.000000 Penalty: 5330.209473
	Iteration 17Q: 3 clusters Score -8601846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8601864.000000 Penalty: 5330.209473
	Iteration 18Q: 3 clusters Score -8601864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8601859.000000 Penalty: 5330.209473
	Iteration 19Q: 3 clusters Score -8601859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8601844.000000 Penalty: 5330.209473
	Iteration 20F: 3 clusters Score -8601844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8601856.000000 Penalty: 5330.209473
	Iteration 21Q: 3 clusters Score -8601856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8601848.000000 Penalty: 5330.209473
	Iteration 22Q: 3 clusters Score -8601848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8601844.000000 Penalty: 5330.209473
	Iteration 23Q: 3 clusters Score -8601844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8601846.000000 Penalty: 5330.209473
	Iteration 24Q: 3 clusters Score -8601846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8601838.000000 Penalty: 5330.209473
	Iteration 25Q: 3 clusters Score -8601838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8601836.000000 Penalty: 5330.209473
	Iteration 26Q: 3 clusters Score -8601836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45791 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8601844.000000 Penalty: 5330.209473
	Iteration 27Q: 3 clusters Score -8601844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8601831.000000 Penalty: 5330.209473
	Iteration 28Q: 3 clusters Score -8601831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8601833.000000 Penalty: 5330.209473
	Iteration 29Q: 3 clusters Score -8601833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8601829.000000 Penalty: 5330.209473
	Iteration 30Q: 3 clusters Score -8601829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8601831.000000 Penalty: 5330.209473
	Iteration 31Q: 3 clusters Score -8601831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8601831.000000 Penalty: 5330.209473
	Iteration 32F: 3 clusters Score -8601831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -248004.828125 Penalty: 1819.883057
	Iteration 0F: 2 clusters Score -248004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -245771.640625 Penalty: 3639.766113
	Iteration 0F: 3 clusters Score -245771.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -246408.859375 Penalty: 3639.766113
	Iteration 1F: 3 clusters Score -246408.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -246718.937500 Penalty: 3639.766113
	Iteration 2F: 3 clusters Score -246718.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -247027.703125 Penalty: 3639.766113
	Iteration 3F: 3 clusters Score -247027.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -247243.328125 Penalty: 3639.766113
	Iteration 4F: 3 clusters Score -247243.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -247397.828125 Penalty: 3639.766113
	Iteration 5Q: 3 clusters Score -247397.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -247511.359375 Penalty: 3639.766113
	Iteration 6Q: 3 clusters Score -247511.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -247601.156250 Penalty: 3639.766113
	Iteration 7Q: 3 clusters Score -247601.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -247705.406250 Penalty: 3639.766113
	Iteration 8Q: 3 clusters Score -247705.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -247808.234375 Penalty: 3639.766113
	Iteration 9Q: 3 clusters Score -247808.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -247912.593750 Penalty: 3639.766113
	Iteration 10Q: 3 clusters Score -247912.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -247977.515625 Penalty: 3639.766113
	Iteration 11Q: 3 clusters Score -247977.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -248019.625000 Penalty: 3639.766113
	Iteration 12Q: 3 clusters Score -248019.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -248051.546875 Penalty: 3639.766113
	Iteration 13Q: 3 clusters Score -248051.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -248072.375000 Penalty: 3639.766113
	Iteration 14Q: 3 clusters Score -248072.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -248094.453125 Penalty: 3639.766113
	Iteration 15Q: 3 clusters Score -248094.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -248121.687500 Penalty: 3639.766113
	Iteration 16Q: 3 clusters Score -248121.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -248136.578125 Penalty: 3639.766113
	Iteration 17Q: 3 clusters Score -248136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -248143.562500 Penalty: 3639.766113
	Iteration 18Q: 3 clusters Score -248143.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -248147.578125 Penalty: 3639.766113
	Iteration 19Q: 3 clusters Score -248147.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -248150.421875 Penalty: 3639.766113
	Iteration 20F: 3 clusters Score -248150.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -248151.375000 Penalty: 3639.766113
	Iteration 21Q: 3 clusters Score -248151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -248151.375000 Penalty: 3639.766113
	Iteration 22F: 3 clusters Score -248151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41769 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51138 members 
Mstep: Class 5 contains 41660 members 
Mstep: Class 6 contains 43849 members 
Mstep: Class 7 contains 40897 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48801 members 
Mstep: Class 10 contains 2765 members 
Mstep: Class 11 contains 9031 members 
Mstep: Class 12 contains 47596 members 
Mstep: Class 13 contains 44321 members 
Mstep: Class 14 contains 47801 members 
Mstep: Class 15 contains 711 members 
Mstep: Class 16 contains 52095 members 
Mstep: Class 17 contains 36227 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 44060 members 
Mstep: Class 20 contains 46462 members 
Mstep: Class 21 contains 827 members 
Mstep: Class 22 contains 47258 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44862 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
Score: -126920784.000000 Penalty: 83433.343750
Splitting cluster 21 changes total score from -126922160.000000 to -126920784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (47258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Entering Unmasked Estep 
Score: -8773083.000000 Penalty: 2669.317627
	Iteration 0F: 2 clusters Score -8773083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -8744380.000000 Penalty: 5338.635254
	Iteration 0F: 3 clusters Score -8744380 nChanged 21753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -8756436.000000 Penalty: 5338.635254
	Iteration 1F: 3 clusters Score -8756436 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -8756949.000000 Penalty: 5338.635254
	Iteration 2Q: 3 clusters Score -8756949 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -8757430.000000 Penalty: 5338.635254
	Iteration 3Q: 3 clusters Score -8757430 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -8758023.000000 Penalty: 5338.635254
	Iteration 4Q: 3 clusters Score -8758023 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -8758770.000000 Penalty: 5338.635254
	Iteration 5Q: 3 clusters Score -8758770 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -8759949.000000 Penalty: 5338.635254
	Iteration 6Q: 3 clusters Score -8759949 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -8761894.000000 Penalty: 5338.635254
	Iteration 7F: 3 clusters Score -8761894 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -8764464.000000 Penalty: 5338.635254
	Iteration 8F: 3 clusters Score -8764464 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -8767353.000000 Penalty: 5338.635254
	Iteration 9F: 3 clusters Score -8767353 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -8769607.000000 Penalty: 5338.635254
	Iteration 10F: 3 clusters Score -8769607 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -8770364.000000 Penalty: 5338.635254
	Iteration 11Q: 3 clusters Score -8770364 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8770642.000000 Penalty: 5338.635254
	Iteration 12Q: 3 clusters Score -8770642 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8770782.000000 Penalty: 5338.635254
	Iteration 13Q: 3 clusters Score -8770782 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8770846.000000 Penalty: 5338.635254
	Iteration 14Q: 3 clusters Score -8770846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8770883.000000 Penalty: 5338.635254
	Iteration 15Q: 3 clusters Score -8770883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8770900.000000 Penalty: 5338.635254
	Iteration 16Q: 3 clusters Score -8770900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8770904.000000 Penalty: 5338.635254
	Iteration 17Q: 3 clusters Score -8770904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8770911.000000 Penalty: 5338.635254
	Iteration 18Q: 3 clusters Score -8770911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8770918.000000 Penalty: 5338.635254
	Iteration 19Q: 3 clusters Score -8770918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8770933.000000 Penalty: 5338.635254
	Iteration 20F: 3 clusters Score -8770933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8770944.000000 Penalty: 5338.635254
	Iteration 21Q: 3 clusters Score -8770944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8770940.000000 Penalty: 5338.635254
	Iteration 22Q: 3 clusters Score -8770940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8770942.000000 Penalty: 5338.635254
	Iteration 23Q: 3 clusters Score -8770942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8770943.000000 Penalty: 5338.635254
	Iteration 24Q: 3 clusters Score -8770943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8770945.000000 Penalty: 5338.635254
	Iteration 25Q: 3 clusters Score -8770945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8770950.000000 Penalty: 5338.635254
	Iteration 26Q: 3 clusters Score -8770950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8770947.000000 Penalty: 5338.635254
	Iteration 27Q: 3 clusters Score -8770947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8770949.000000 Penalty: 5338.635254
	Iteration 28Q: 3 clusters Score -8770949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8770949.000000 Penalty: 5338.635254
	Iteration 29F: 3 clusters Score -8770949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -117156.140625 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -117156.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -115402.687500 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -115402.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -115955.117188 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -115955.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -116191.000000 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -116191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116358.968750 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -116359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -116555.367188 Penalty: 3358.311768
	Iteration 4Q: 3 clusters Score -116555.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -116741.843750 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -116741.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -116848.421875 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -116848.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -116898.015625 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -116898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -116919.093750 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -116919.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -116950.039062 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -116950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117010.875000 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -117010.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117050.445312 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -117050.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -117080.601562 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -117080.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117135.585938 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -117135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -117153.789062 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -117153.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -117171.843750 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -117171.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117178.617188 Penalty: 3358.311768
	Iteration 16Q: 3 clusters Score -117178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -117187.140625 Penalty: 3358.311768
	Iteration 17Q: 3 clusters Score -117187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117197.328125 Penalty: 3358.311768
	Iteration 18Q: 3 clusters Score -117197.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -117199.984375 Penalty: 3358.311768
	Iteration 19F: 3 clusters Score -117200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -117205.585938 Penalty: 3358.311768
	Iteration 20F: 3 clusters Score -117205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -117208.929688 Penalty: 3358.311768
	Iteration 21Q: 3 clusters Score -117208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -117212.117188 Penalty: 3358.311768
	Iteration 22Q: 3 clusters Score -117212.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -117213.546875 Penalty: 3358.311768
	Iteration 23Q: 3 clusters Score -117213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -117213.546875 Penalty: 3358.311768
	Iteration 24F: 3 clusters Score -117213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41769 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51138 members 
Mstep: Class 5 contains 41660 members 
Mstep: Class 6 contains 43849 members 
Mstep: Class 7 contains 40897 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48801 members 
Mstep: Class 10 contains 2765 members 
Mstep: Class 11 contains 9031 members 
Mstep: Class 12 contains 47596 members 
Mstep: Class 13 contains 44321 members 
Mstep: Class 14 contains 47801 members 
Mstep: Class 15 contains 409 members 
Mstep: Class 16 contains 52095 members 
Mstep: Class 17 contains 36227 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 44060 members 
Mstep: Class 20 contains 46462 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47258 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 44862 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
Score: -126920376.000000 Penalty: 83433.343750
Splitting cluster 23 changes total score from -126922160.000000 to -126920376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (44862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Entering Unmasked Estep 
Score: -8339231.500000 Penalty: 2656.414062
	Iteration 0F: 2 clusters Score -8339232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -8310154.000000 Penalty: 5312.828125
	Iteration 0F: 3 clusters Score -8310154 nChanged 20622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -8321646.000000 Penalty: 5312.828125
	Iteration 1F: 3 clusters Score -8321646 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -8322330.500000 Penalty: 5312.828125
	Iteration 2Q: 3 clusters Score -8322330 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -8323167.000000 Penalty: 5312.828125
	Iteration 3Q: 3 clusters Score -8323167 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -8324314.500000 Penalty: 5312.828125
	Iteration 4F: 3 clusters Score -8324314 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -8325896.500000 Penalty: 5312.828125
	Iteration 5F: 3 clusters Score -8325896 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -8327954.500000 Penalty: 5312.828125
	Iteration 6F: 3 clusters Score -8327954 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -8330349.000000 Penalty: 5312.828125
	Iteration 7F: 3 clusters Score -8330349 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -8332094.000000 Penalty: 5312.828125
	Iteration 8F: 3 clusters Score -8332094 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -8332909.000000 Penalty: 5312.828125
	Iteration 9Q: 3 clusters Score -8332909 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -8333224.500000 Penalty: 5312.828125
	Iteration 10Q: 3 clusters Score -8333224 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -8333369.000000 Penalty: 5312.828125
	Iteration 11Q: 3 clusters Score -8333369 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -8333499.000000 Penalty: 5312.828125
	Iteration 12Q: 3 clusters Score -8333499 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -8333616.500000 Penalty: 5312.828125
	Iteration 13Q: 3 clusters Score -8333616 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -8333702.500000 Penalty: 5312.828125
	Iteration 14Q: 3 clusters Score -8333702 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -8333757.500000 Penalty: 5312.828125
	Iteration 15Q: 3 clusters Score -8333758 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -8333797.500000 Penalty: 5312.828125
	Iteration 16Q: 3 clusters Score -8333798 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -8333841.500000 Penalty: 5312.828125
	Iteration 17Q: 3 clusters Score -8333842 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -8333884.000000 Penalty: 5312.828125
	Iteration 18Q: 3 clusters Score -8333884 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -8333992.500000 Penalty: 5312.828125
	Iteration 19Q: 3 clusters Score -8333992 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -8334021.000000 Penalty: 5312.828125
	Iteration 20F: 3 clusters Score -8334021 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -8334102.500000 Penalty: 5312.828125
	Iteration 21Q: 3 clusters Score -8334102 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -8334147.000000 Penalty: 5312.828125
	Iteration 22Q: 3 clusters Score -8334147 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -8334180.000000 Penalty: 5312.828125
	Iteration 23Q: 3 clusters Score -8334180 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -8334239.500000 Penalty: 5312.828125
	Iteration 24Q: 3 clusters Score -8334240 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -8334297.000000 Penalty: 5312.828125
	Iteration 25Q: 3 clusters Score -8334297 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -8334342.500000 Penalty: 5312.828125
	Iteration 26Q: 3 clusters Score -8334342 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -8334403.500000 Penalty: 5312.828125
	Iteration 27Q: 3 clusters Score -8334404 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -8334480.000000 Penalty: 5312.828125
	Iteration 28Q: 3 clusters Score -8334480 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -8334535.000000 Penalty: 5312.828125
	Iteration 29Q: 3 clusters Score -8334535 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -8334606.500000 Penalty: 5312.828125
	Iteration 30Q: 3 clusters Score -8334606 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -8334652.000000 Penalty: 5312.828125
	Iteration 31Q: 3 clusters Score -8334652 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -8334719.000000 Penalty: 5312.828125
	Iteration 32Q: 3 clusters Score -8334719 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -8334737.000000 Penalty: 5312.828125
	Iteration 33Q: 3 clusters Score -8334737 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -8334801.500000 Penalty: 5312.828125
	Iteration 34Q: 3 clusters Score -8334802 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -8334851.500000 Penalty: 5312.828125
	Iteration 35Q: 3 clusters Score -8334852 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -8334907.000000 Penalty: 5312.828125
	Iteration 36Q: 3 clusters Score -8334907 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -8334987.500000 Penalty: 5312.828125
	Iteration 37Q: 3 clusters Score -8334988 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -8335050.500000 Penalty: 5312.828125
	Iteration 38Q: 3 clusters Score -8335050 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -8335079.500000 Penalty: 5312.828125
	Iteration 39Q: 3 clusters Score -8335080 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -8335124.500000 Penalty: 5312.828125
	Iteration 40F: 3 clusters Score -8335124 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -8335181.000000 Penalty: 5312.828125
	Iteration 41Q: 3 clusters Score -8335181 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -8335225.500000 Penalty: 5312.828125
	Iteration 42Q: 3 clusters Score -8335226 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -8335283.000000 Penalty: 5312.828125
	Iteration 43Q: 3 clusters Score -8335283 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -8335339.500000 Penalty: 5312.828125
	Iteration 44Q: 3 clusters Score -8335340 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -8335408.000000 Penalty: 5312.828125
	Iteration 45Q: 3 clusters Score -8335408 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -8335475.500000 Penalty: 5312.828125
	Iteration 46Q: 3 clusters Score -8335476 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -8335556.500000 Penalty: 5312.828125
	Iteration 47Q: 3 clusters Score -8335556 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -8335673.500000 Penalty: 5312.828125
	Iteration 48Q: 3 clusters Score -8335674 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -8335761.500000 Penalty: 5312.828125
	Iteration 49Q: 3 clusters Score -8335762 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -8335838.500000 Penalty: 5312.828125
	Iteration 50Q: 3 clusters Score -8335838 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -8335944.000000 Penalty: 5312.828125
	Iteration 51Q: 3 clusters Score -8335944 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -8336022.000000 Penalty: 5312.828125
	Iteration 52Q: 3 clusters Score -8336022 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -8336096.000000 Penalty: 5312.828125
	Iteration 53Q: 3 clusters Score -8336096 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -8336177.000000 Penalty: 5312.828125
	Iteration 54Q: 3 clusters Score -8336177 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -8336255.500000 Penalty: 5312.828125
	Iteration 55Q: 3 clusters Score -8336256 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -8336326.000000 Penalty: 5312.828125
	Iteration 56Q: 3 clusters Score -8336326 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -8336419.500000 Penalty: 5312.828125
	Iteration 57Q: 3 clusters Score -8336420 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -8336475.500000 Penalty: 5312.828125
	Iteration 58Q: 3 clusters Score -8336476 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -8336564.000000 Penalty: 5312.828125
	Iteration 59Q: 3 clusters Score -8336564 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -8336635.000000 Penalty: 5312.828125
	Iteration 60F: 3 clusters Score -8336635 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -8336714.500000 Penalty: 5312.828125
	Iteration 61Q: 3 clusters Score -8336714 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -8336743.500000 Penalty: 5312.828125
	Iteration 62Q: 3 clusters Score -8336744 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -8336827.000000 Penalty: 5312.828125
	Iteration 63Q: 3 clusters Score -8336827 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -8336885.000000 Penalty: 5312.828125
	Iteration 64Q: 3 clusters Score -8336885 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8336970.500000 Penalty: 5312.828125
	Iteration 65Q: 3 clusters Score -8336970 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -8337038.000000 Penalty: 5312.828125
	Iteration 66Q: 3 clusters Score -8337038 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8337079.000000 Penalty: 5312.828125
	Iteration 67Q: 3 clusters Score -8337079 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8337146.500000 Penalty: 5312.828125
	Iteration 68Q: 3 clusters Score -8337146 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -8337206.000000 Penalty: 5312.828125
	Iteration 69Q: 3 clusters Score -8337206 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8337239.500000 Penalty: 5312.828125
	Iteration 70Q: 3 clusters Score -8337240 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8337275.000000 Penalty: 5312.828125
	Iteration 71Q: 3 clusters Score -8337275 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8337262.000000 Penalty: 5312.828125
	Iteration 72Q: 3 clusters Score -8337262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8337254.500000 Penalty: 5312.828125
	Iteration 73Q: 3 clusters Score -8337254 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8337271.500000 Penalty: 5312.828125
	Iteration 74Q: 3 clusters Score -8337272 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8337276.500000 Penalty: 5312.828125
	Iteration 75Q: 3 clusters Score -8337276 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8337274.500000 Penalty: 5312.828125
	Iteration 76Q: 3 clusters Score -8337274 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8337273.500000 Penalty: 5312.828125
	Iteration 77Q: 3 clusters Score -8337274 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8337289.500000 Penalty: 5312.828125
	Iteration 78Q: 3 clusters Score -8337290 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8337274.000000 Penalty: 5312.828125
	Iteration 79Q: 3 clusters Score -8337274 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8337271.000000 Penalty: 5312.828125
	Iteration 80F: 3 clusters Score -8337271 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8337300.500000 Penalty: 5312.828125
	Iteration 81Q: 3 clusters Score -8337300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8337309.500000 Penalty: 5312.828125
	Iteration 82Q: 3 clusters Score -8337310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8337299.000000 Penalty: 5312.828125
	Iteration 83Q: 3 clusters Score -8337299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8337316.000000 Penalty: 5312.828125
	Iteration 84Q: 3 clusters Score -8337316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8337331.000000 Penalty: 5312.828125
	Iteration 85Q: 3 clusters Score -8337331 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8337323.500000 Penalty: 5312.828125
	Iteration 86Q: 3 clusters Score -8337324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8337322.500000 Penalty: 5312.828125
	Iteration 87Q: 3 clusters Score -8337322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8337321.500000 Penalty: 5312.828125
	Iteration 88Q: 3 clusters Score -8337322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8337324.500000 Penalty: 5312.828125
	Iteration 89Q: 3 clusters Score -8337324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8337328.000000 Penalty: 5312.828125
	Iteration 90Q: 3 clusters Score -8337328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8337325.500000 Penalty: 5312.828125
	Iteration 91Q: 3 clusters Score -8337326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8337318.000000 Penalty: 5312.828125
	Iteration 92Q: 3 clusters Score -8337318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8337314.000000 Penalty: 5312.828125
	Iteration 93Q: 3 clusters Score -8337314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8337325.500000 Penalty: 5312.828125
	Iteration 94Q: 3 clusters Score -8337326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8337321.000000 Penalty: 5312.828125
	Iteration 95Q: 3 clusters Score -8337321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8337311.000000 Penalty: 5312.828125
	Iteration 96Q: 3 clusters Score -8337311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8337313.000000 Penalty: 5312.828125
	Iteration 97Q: 3 clusters Score -8337313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8337309.500000 Penalty: 5312.828125
	Iteration 98Q: 3 clusters Score -8337310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8337306.500000 Penalty: 5312.828125
	Iteration 99Q: 3 clusters Score -8337306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8337311.500000 Penalty: 5312.828125
	Iteration 100F: 3 clusters Score -8337312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8337314.000000 Penalty: 5312.828125
	Iteration 101Q: 3 clusters Score -8337314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8337315.000000 Penalty: 5312.828125
	Iteration 102Q: 3 clusters Score -8337315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8337321.000000 Penalty: 5312.828125
	Iteration 103Q: 3 clusters Score -8337321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8337321.000000 Penalty: 5312.828125
	Iteration 104F: 3 clusters Score -8337321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -82965.195312 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -82965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -81508.812500 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -81508.81 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -81725.031250 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -81725.03 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -81894.335938 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -81894.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -82113.210938 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -82113.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -82280.132812 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -82280.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -82408.273438 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -82408.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82610.593750 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -82610.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82832.781250 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -82832.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83041.804688 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -83041.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83147.679688 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -83147.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83255.867188 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -83255.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83331.335938 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -83331.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -83359.421875 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -83359.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -83387.937500 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -83387.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83392.367188 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -83392.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83394.953125 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -83394.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83397.929688 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -83397.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -83436.898438 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -83436.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -83448.398438 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -83448.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -83452.703125 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -83452.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -83452.703125 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -83452.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41769 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51138 members 
Mstep: Class 5 contains 41660 members 
Mstep: Class 6 contains 43849 members 
Mstep: Class 7 contains 40897 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48801 members 
Mstep: Class 10 contains 2765 members 
Mstep: Class 11 contains 9031 members 
Mstep: Class 12 contains 47596 members 
Mstep: Class 13 contains 44321 members 
Mstep: Class 14 contains 47801 members 
Mstep: Class 15 contains 277 members 
Mstep: Class 16 contains 52095 members 
Mstep: Class 17 contains 36227 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 44060 members 
Mstep: Class 20 contains 46462 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47258 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44862 members 
Mstep: Class 25 contains 259 members 
Entering Unmasked Estep 
Score: -126920720.000000 Penalty: 83433.343750
Splitting cluster 25 changes total score from -126922160.000000 to -126920720.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41769 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51138 members 
Mstep: Class 5 contains 41660 members 
Mstep: Class 6 contains 43849 members 
Mstep: Class 7 contains 40897 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48801 members 
Mstep: Class 10 contains 2765 members 
Mstep: Class 11 contains 9031 members 
Mstep: Class 12 contains 47596 members 
Mstep: Class 13 contains 44321 members 
Mstep: Class 14 contains 47801 members 
Mstep: Class 16 contains 52095 members 
Mstep: Class 17 contains 36227 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 44060 members 
Mstep: Class 20 contains 46462 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47258 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44862 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922056.000000 Penalty: 80096.007812
Iteration 199Q: 25 clusters Score -1.269221e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41788 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51123 members 
Mstep: Class 5 contains 41650 members 
Mstep: Class 6 contains 43851 members 
Mstep: Class 7 contains 40948 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48762 members 
Mstep: Class 10 contains 2762 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 47635 members 
Mstep: Class 13 contains 44306 members 
Mstep: Class 14 contains 47814 members 
Mstep: Class 16 contains 52103 members 
Mstep: Class 17 contains 36167 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 44059 members 
Mstep: Class 20 contains 46472 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47265 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44866 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922136.000000 Penalty: 80096.007812
Iteration 200F: 25 clusters Score -1.269221e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41808 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51112 members 
Mstep: Class 5 contains 41622 members 
Mstep: Class 6 contains 43838 members 
Mstep: Class 7 contains 40988 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48756 members 
Mstep: Class 10 contains 2755 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 47664 members 
Mstep: Class 13 contains 44294 members 
Mstep: Class 14 contains 47830 members 
Mstep: Class 16 contains 52151 members 
Mstep: Class 17 contains 36097 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 44051 members 
Mstep: Class 20 contains 46464 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47261 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44884 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922368.000000 Penalty: 80096.007812
Iteration 201Q: 25 clusters Score -1.269224e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41822 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51126 members 
Mstep: Class 5 contains 41593 members 
Mstep: Class 6 contains 43831 members 
Mstep: Class 7 contains 41002 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48734 members 
Mstep: Class 10 contains 2746 members 
Mstep: Class 11 contains 9020 members 
Mstep: Class 12 contains 47696 members 
Mstep: Class 13 contains 44288 members 
Mstep: Class 14 contains 47843 members 
Mstep: Class 16 contains 52171 members 
Mstep: Class 17 contains 36015 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 44062 members 
Mstep: Class 20 contains 46479 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47257 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44908 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922168.000000 Penalty: 80096.007812
Iteration 202Q: 25 clusters Score -1.269222e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41840 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51138 members 
Mstep: Class 5 contains 41568 members 
Mstep: Class 6 contains 43807 members 
Mstep: Class 7 contains 41022 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48726 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 47719 members 
Mstep: Class 13 contains 44284 members 
Mstep: Class 14 contains 47851 members 
Mstep: Class 16 contains 52205 members 
Mstep: Class 17 contains 35900 members 
Mstep: Class 18 contains 3279 members 
Mstep: Class 19 contains 44061 members 
Mstep: Class 20 contains 46504 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47286 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44919 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922448.000000 Penalty: 80096.007812
Iteration 203Q: 25 clusters Score -1.269224e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41847 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51182 members 
Mstep: Class 5 contains 41537 members 
Mstep: Class 6 contains 43808 members 
Mstep: Class 7 contains 41050 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48725 members 
Mstep: Class 10 contains 2745 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 47715 members 
Mstep: Class 13 contains 44281 members 
Mstep: Class 14 contains 47862 members 
Mstep: Class 16 contains 52249 members 
Mstep: Class 17 contains 35799 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 44023 members 
Mstep: Class 20 contains 46515 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47306 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44932 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921992.000000 Penalty: 80096.007812
Iteration 204Q: 25 clusters Score -1.26922e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41852 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51220 members 
Mstep: Class 5 contains 41523 members 
Mstep: Class 6 contains 43780 members 
Mstep: Class 7 contains 41047 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48743 members 
Mstep: Class 10 contains 2742 members 
Mstep: Class 11 contains 9003 members 
Mstep: Class 12 contains 47744 members 
Mstep: Class 13 contains 44272 members 
Mstep: Class 14 contains 47893 members 
Mstep: Class 16 contains 52269 members 
Mstep: Class 17 contains 35702 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 44005 members 
Mstep: Class 20 contains 46517 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47323 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44959 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921816.000000 Penalty: 80096.007812
Iteration 205Q: 25 clusters Score -1.269218e+08 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41862 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51252 members 
Mstep: Class 5 contains 41502 members 
Mstep: Class 6 contains 43785 members 
Mstep: Class 7 contains 41064 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48770 members 
Mstep: Class 10 contains 2742 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 47778 members 
Mstep: Class 13 contains 44273 members 
Mstep: Class 14 contains 47872 members 
Mstep: Class 16 contains 52247 members 
Mstep: Class 17 contains 35616 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 44003 members 
Mstep: Class 20 contains 46518 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47338 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44972 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921744.000000 Penalty: 80096.007812
Iteration 206Q: 25 clusters Score -1.269217e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41864 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51265 members 
Mstep: Class 5 contains 41491 members 
Mstep: Class 6 contains 43809 members 
Mstep: Class 7 contains 41068 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48795 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 8995 members 
Mstep: Class 12 contains 47810 members 
Mstep: Class 13 contains 44258 members 
Mstep: Class 14 contains 47859 members 
Mstep: Class 16 contains 52243 members 
Mstep: Class 17 contains 35517 members 
Mstep: Class 18 contains 3278 members 
Mstep: Class 19 contains 44003 members 
Mstep: Class 20 contains 46528 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47347 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44999 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921744.000000 Penalty: 80096.007812
Iteration 207Q: 25 clusters Score -1.269217e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41890 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 51287 members 
Mstep: Class 5 contains 41493 members 
Mstep: Class 6 contains 43833 members 
Mstep: Class 7 contains 41067 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48802 members 
Mstep: Class 10 contains 2743 members 
Mstep: Class 11 contains 8988 members 
Mstep: Class 12 contains 47813 members 
Mstep: Class 13 contains 44247 members 
Mstep: Class 14 contains 47830 members 
Mstep: Class 16 contains 52257 members 
Mstep: Class 17 contains 35435 members 
Mstep: Class 18 contains 3277 members 
Mstep: Class 19 contains 44002 members 
Mstep: Class 20 contains 46542 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47360 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45005 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921504.000000 Penalty: 80096.007812
Iteration 208Q: 25 clusters Score -1.269215e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41890 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 51299 members 
Mstep: Class 5 contains 41483 members 
Mstep: Class 6 contains 43855 members 
Mstep: Class 7 contains 41082 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48830 members 
Mstep: Class 10 contains 2742 members 
Mstep: Class 11 contains 8978 members 
Mstep: Class 12 contains 47829 members 
Mstep: Class 13 contains 44233 members 
Mstep: Class 14 contains 47823 members 
Mstep: Class 16 contains 52275 members 
Mstep: Class 17 contains 35355 members 
Mstep: Class 18 contains 3277 members 
Mstep: Class 19 contains 43992 members 
Mstep: Class 20 contains 46531 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47368 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45029 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921112.000000 Penalty: 80096.007812
Iteration 209Q: 25 clusters Score -1.269211e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41893 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 51315 members 
Mstep: Class 5 contains 41462 members 
Mstep: Class 6 contains 43870 members 
Mstep: Class 7 contains 41112 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48822 members 
Mstep: Class 10 contains 2740 members 
Mstep: Class 11 contains 8967 members 
Mstep: Class 12 contains 47861 members 
Mstep: Class 13 contains 44226 members 
Mstep: Class 14 contains 47792 members 
Mstep: Class 16 contains 52301 members 
Mstep: Class 17 contains 35272 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43990 members 
Mstep: Class 20 contains 46550 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47370 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45052 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921144.000000 Penalty: 80096.007812
Iteration 210Q: 25 clusters Score -1.269211e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41902 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 51331 members 
Mstep: Class 5 contains 41455 members 
Mstep: Class 6 contains 43869 members 
Mstep: Class 7 contains 41152 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48813 members 
Mstep: Class 10 contains 2742 members 
Mstep: Class 11 contains 8952 members 
Mstep: Class 12 contains 47877 members 
Mstep: Class 13 contains 44217 members 
Mstep: Class 14 contains 47773 members 
Mstep: Class 16 contains 52319 members 
Mstep: Class 17 contains 35217 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43967 members 
Mstep: Class 20 contains 46566 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47386 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45057 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921016.000000 Penalty: 80096.007812
Iteration 211Q: 25 clusters Score -1.26921e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41921 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 51339 members 
Mstep: Class 5 contains 41458 members 
Mstep: Class 6 contains 43854 members 
Mstep: Class 7 contains 41190 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48805 members 
Mstep: Class 10 contains 2740 members 
Mstep: Class 11 contains 8937 members 
Mstep: Class 12 contains 47873 members 
Mstep: Class 13 contains 44209 members 
Mstep: Class 14 contains 47773 members 
Mstep: Class 16 contains 52338 members 
Mstep: Class 17 contains 35133 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43970 members 
Mstep: Class 20 contains 46568 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47393 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45094 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920992.000000 Penalty: 80096.007812
Iteration 212Q: 25 clusters Score -1.26921e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41916 members 
Mstep: Class 3 contains 1095 members 
Mstep: Class 4 contains 51344 members 
Mstep: Class 5 contains 41459 members 
Mstep: Class 6 contains 43861 members 
Mstep: Class 7 contains 41225 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48787 members 
Mstep: Class 10 contains 2741 members 
Mstep: Class 11 contains 8926 members 
Mstep: Class 12 contains 47890 members 
Mstep: Class 13 contains 44198 members 
Mstep: Class 14 contains 47761 members 
Mstep: Class 16 contains 52358 members 
Mstep: Class 17 contains 35034 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43976 members 
Mstep: Class 20 contains 46568 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47406 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45145 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920840.000000 Penalty: 80096.007812
Iteration 213Q: 25 clusters Score -1.269208e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41901 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51357 members 
Mstep: Class 5 contains 41460 members 
Mstep: Class 6 contains 43868 members 
Mstep: Class 7 contains 41253 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48798 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 8916 members 
Mstep: Class 12 contains 47891 members 
Mstep: Class 13 contains 44187 members 
Mstep: Class 14 contains 47742 members 
Mstep: Class 16 contains 52386 members 
Mstep: Class 17 contains 34938 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43978 members 
Mstep: Class 20 contains 46572 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47437 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45175 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920864.000000 Penalty: 80096.007812
Iteration 214Q: 25 clusters Score -1.269209e+08 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41915 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51381 members 
Mstep: Class 5 contains 41454 members 
Mstep: Class 6 contains 43867 members 
Mstep: Class 7 contains 41294 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48780 members 
Mstep: Class 10 contains 2740 members 
Mstep: Class 11 contains 8907 members 
Mstep: Class 12 contains 47905 members 
Mstep: Class 13 contains 44173 members 
Mstep: Class 14 contains 47733 members 
Mstep: Class 16 contains 52408 members 
Mstep: Class 17 contains 34846 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43966 members 
Mstep: Class 20 contains 46576 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47465 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45186 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920968.000000 Penalty: 80096.007812
Iteration 215Q: 25 clusters Score -1.26921e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41929 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51366 members 
Mstep: Class 5 contains 41474 members 
Mstep: Class 6 contains 43872 members 
Mstep: Class 7 contains 41321 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48752 members 
Mstep: Class 10 contains 2739 members 
Mstep: Class 11 contains 8900 members 
Mstep: Class 12 contains 47927 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 47731 members 
Mstep: Class 16 contains 52435 members 
Mstep: Class 17 contains 34755 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43969 members 
Mstep: Class 20 contains 46586 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47480 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45201 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921184.000000 Penalty: 80096.007812
Iteration 216Q: 25 clusters Score -1.269212e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41939 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51395 members 
Mstep: Class 5 contains 41489 members 
Mstep: Class 6 contains 43875 members 
Mstep: Class 7 contains 41342 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48726 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 11 contains 8892 members 
Mstep: Class 12 contains 47950 members 
Mstep: Class 13 contains 44144 members 
Mstep: Class 14 contains 47715 members 
Mstep: Class 16 contains 52446 members 
Mstep: Class 17 contains 34671 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43978 members 
Mstep: Class 20 contains 46603 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47501 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45200 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921104.000000 Penalty: 80096.007812
Iteration 217Q: 25 clusters Score -1.269211e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41952 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51421 members 
Mstep: Class 5 contains 41497 members 
Mstep: Class 6 contains 43892 members 
Mstep: Class 7 contains 41370 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48692 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 8883 members 
Mstep: Class 12 contains 47949 members 
Mstep: Class 13 contains 44142 members 
Mstep: Class 14 contains 47698 members 
Mstep: Class 16 contains 52468 members 
Mstep: Class 17 contains 34604 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43968 members 
Mstep: Class 20 contains 46628 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47513 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45192 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921056.000000 Penalty: 80096.007812
Iteration 218Q: 25 clusters Score -1.269211e+08 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41985 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51456 members 
Mstep: Class 5 contains 41533 members 
Mstep: Class 6 contains 43915 members 
Mstep: Class 7 contains 41390 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48654 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 8876 members 
Mstep: Class 12 contains 47925 members 
Mstep: Class 13 contains 44127 members 
Mstep: Class 14 contains 47676 members 
Mstep: Class 16 contains 52486 members 
Mstep: Class 17 contains 34546 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43943 members 
Mstep: Class 20 contains 46658 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47511 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45191 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920904.000000 Penalty: 80096.007812
Iteration 219Q: 25 clusters Score -1.269209e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42010 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51476 members 
Mstep: Class 5 contains 41552 members 
Mstep: Class 6 contains 43936 members 
Mstep: Class 7 contains 41424 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48602 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 8873 members 
Mstep: Class 12 contains 47921 members 
Mstep: Class 13 contains 44118 members 
Mstep: Class 14 contains 47642 members 
Mstep: Class 16 contains 52539 members 
Mstep: Class 17 contains 34494 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43931 members 
Mstep: Class 20 contains 46656 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47521 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45177 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921000.000000 Penalty: 80096.007812
Iteration 220F: 25 clusters Score -1.26921e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42035 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51467 members 
Mstep: Class 5 contains 41598 members 
Mstep: Class 6 contains 43913 members 
Mstep: Class 7 contains 41454 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48582 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 11 contains 8865 members 
Mstep: Class 12 contains 47921 members 
Mstep: Class 13 contains 44115 members 
Mstep: Class 14 contains 47631 members 
Mstep: Class 16 contains 52545 members 
Mstep: Class 17 contains 34431 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43944 members 
Mstep: Class 20 contains 46657 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47532 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45176 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921208.000000 Penalty: 80096.007812
Iteration 221Q: 25 clusters Score -1.269212e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42036 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51480 members 
Mstep: Class 5 contains 41626 members 
Mstep: Class 6 contains 43919 members 
Mstep: Class 7 contains 41483 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48562 members 
Mstep: Class 10 contains 2738 members 
Mstep: Class 11 contains 8857 members 
Mstep: Class 12 contains 47941 members 
Mstep: Class 13 contains 44117 members 
Mstep: Class 14 contains 47588 members 
Mstep: Class 16 contains 52568 members 
Mstep: Class 17 contains 34369 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43938 members 
Mstep: Class 20 contains 46667 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47540 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45167 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921088.000000 Penalty: 80096.007812
Iteration 222Q: 25 clusters Score -1.269211e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42043 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51536 members 
Mstep: Class 5 contains 41639 members 
Mstep: Class 6 contains 43930 members 
Mstep: Class 7 contains 41500 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48558 members 
Mstep: Class 10 contains 2740 members 
Mstep: Class 11 contains 8849 members 
Mstep: Class 12 contains 47968 members 
Mstep: Class 13 contains 44115 members 
Mstep: Class 14 contains 47545 members 
Mstep: Class 16 contains 52577 members 
Mstep: Class 17 contains 34295 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43942 members 
Mstep: Class 20 contains 46664 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47551 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45144 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921040.000000 Penalty: 80096.007812
Iteration 223Q: 25 clusters Score -1.26921e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42032 members 
Mstep: Class 3 contains 1094 members 
Mstep: Class 4 contains 51587 members 
Mstep: Class 5 contains 41645 members 
Mstep: Class 6 contains 43957 members 
Mstep: Class 7 contains 41506 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48556 members 
Mstep: Class 10 contains 2738 members 
Mstep: Class 11 contains 8838 members 
Mstep: Class 12 contains 47986 members 
Mstep: Class 13 contains 44102 members 
Mstep: Class 14 contains 47523 members 
Mstep: Class 16 contains 52605 members 
Mstep: Class 17 contains 34251 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43931 members 
Mstep: Class 20 contains 46667 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47545 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45127 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921088.000000 Penalty: 80096.007812
Iteration 224Q: 25 clusters Score -1.269211e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42018 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 51632 members 
Mstep: Class 5 contains 41681 members 
Mstep: Class 6 contains 43975 members 
Mstep: Class 7 contains 41531 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48525 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 8824 members 
Mstep: Class 12 contains 47977 members 
Mstep: Class 13 contains 44081 members 
Mstep: Class 14 contains 47493 members 
Mstep: Class 16 contains 52665 members 
Mstep: Class 17 contains 34218 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43929 members 
Mstep: Class 20 contains 46669 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47545 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45102 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920776.000000 Penalty: 80096.007812
Iteration 225Q: 25 clusters Score -1.269208e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41993 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 51695 members 
Mstep: Class 5 contains 41716 members 
Mstep: Class 6 contains 43978 members 
Mstep: Class 7 contains 41561 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48505 members 
Mstep: Class 10 contains 2730 members 
Mstep: Class 11 contains 8804 members 
Mstep: Class 12 contains 47944 members 
Mstep: Class 13 contains 44062 members 
Mstep: Class 14 contains 47475 members 
Mstep: Class 16 contains 52727 members 
Mstep: Class 17 contains 34187 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43933 members 
Mstep: Class 20 contains 46671 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47538 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45078 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920736.000000 Penalty: 80096.007812
Iteration 226Q: 25 clusters Score -1.269207e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41969 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 51733 members 
Mstep: Class 5 contains 41744 members 
Mstep: Class 6 contains 43998 members 
Mstep: Class 7 contains 41569 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48465 members 
Mstep: Class 10 contains 2717 members 
Mstep: Class 11 contains 8794 members 
Mstep: Class 12 contains 47934 members 
Mstep: Class 13 contains 44046 members 
Mstep: Class 14 contains 47470 members 
Mstep: Class 16 contains 52806 members 
Mstep: Class 17 contains 34135 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43946 members 
Mstep: Class 20 contains 46684 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47535 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45052 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920672.000000 Penalty: 80096.007812
Iteration 227Q: 25 clusters Score -1.269207e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41930 members 
Mstep: Class 3 contains 1093 members 
Mstep: Class 4 contains 51829 members 
Mstep: Class 5 contains 41771 members 
Mstep: Class 6 contains 43985 members 
Mstep: Class 7 contains 41598 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48463 members 
Mstep: Class 10 contains 2709 members 
Mstep: Class 11 contains 8782 members 
Mstep: Class 12 contains 47930 members 
Mstep: Class 13 contains 44039 members 
Mstep: Class 14 contains 47479 members 
Mstep: Class 16 contains 52855 members 
Mstep: Class 17 contains 34072 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43921 members 
Mstep: Class 20 contains 46699 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47530 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45005 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920664.000000 Penalty: 80096.007812
Iteration 228Q: 25 clusters Score -1.269207e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41898 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 51880 members 
Mstep: Class 5 contains 41798 members 
Mstep: Class 6 contains 43986 members 
Mstep: Class 7 contains 41630 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48443 members 
Mstep: Class 10 contains 2703 members 
Mstep: Class 11 contains 8764 members 
Mstep: Class 12 contains 47949 members 
Mstep: Class 13 contains 44036 members 
Mstep: Class 14 contains 47443 members 
Mstep: Class 16 contains 52881 members 
Mstep: Class 17 contains 34013 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43918 members 
Mstep: Class 20 contains 46719 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47558 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44979 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920488.000000 Penalty: 80096.007812
Iteration 229Q: 25 clusters Score -1.269205e+08 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41896 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 51929 members 
Mstep: Class 5 contains 41824 members 
Mstep: Class 6 contains 43997 members 
Mstep: Class 7 contains 41627 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48426 members 
Mstep: Class 10 contains 2698 members 
Mstep: Class 11 contains 8747 members 
Mstep: Class 12 contains 47974 members 
Mstep: Class 13 contains 44034 members 
Mstep: Class 14 contains 47419 members 
Mstep: Class 16 contains 52892 members 
Mstep: Class 17 contains 33938 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43910 members 
Mstep: Class 20 contains 46730 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47577 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44980 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920432.000000 Penalty: 80096.007812
Iteration 230Q: 25 clusters Score -1.269204e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41922 members 
Mstep: Class 3 contains 1092 members 
Mstep: Class 4 contains 51961 members 
Mstep: Class 5 contains 41836 members 
Mstep: Class 6 contains 44001 members 
Mstep: Class 7 contains 41632 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48413 members 
Mstep: Class 10 contains 2704 members 
Mstep: Class 11 contains 8723 members 
Mstep: Class 12 contains 47971 members 
Mstep: Class 13 contains 44025 members 
Mstep: Class 14 contains 47424 members 
Mstep: Class 16 contains 52905 members 
Mstep: Class 17 contains 33873 members 
Mstep: Class 18 contains 3276 members 
Mstep: Class 19 contains 43910 members 
Mstep: Class 20 contains 46754 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47582 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44962 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920376.000000 Penalty: 80096.007812
Iteration 231Q: 25 clusters Score -1.269204e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41937 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 51996 members 
Mstep: Class 5 contains 41850 members 
Mstep: Class 6 contains 44004 members 
Mstep: Class 7 contains 41620 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48414 members 
Mstep: Class 10 contains 2705 members 
Mstep: Class 11 contains 8703 members 
Mstep: Class 12 contains 47973 members 
Mstep: Class 13 contains 44030 members 
Mstep: Class 14 contains 47383 members 
Mstep: Class 16 contains 52947 members 
Mstep: Class 17 contains 33803 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 43932 members 
Mstep: Class 20 contains 46775 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47579 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44949 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920368.000000 Penalty: 80096.007812
Iteration 232Q: 25 clusters Score -1.269204e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41938 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52056 members 
Mstep: Class 5 contains 41859 members 
Mstep: Class 6 contains 43997 members 
Mstep: Class 7 contains 41615 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48425 members 
Mstep: Class 10 contains 2694 members 
Mstep: Class 11 contains 8691 members 
Mstep: Class 12 contains 47979 members 
Mstep: Class 13 contains 44016 members 
Mstep: Class 14 contains 47346 members 
Mstep: Class 16 contains 52980 members 
Mstep: Class 17 contains 33727 members 
Mstep: Class 18 contains 3273 members 
Mstep: Class 19 contains 43957 members 
Mstep: Class 20 contains 46786 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47588 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44948 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920248.000000 Penalty: 80096.007812
Iteration 233Q: 25 clusters Score -1.269202e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41931 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52084 members 
Mstep: Class 5 contains 41878 members 
Mstep: Class 6 contains 44004 members 
Mstep: Class 7 contains 41610 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48423 members 
Mstep: Class 10 contains 2685 members 
Mstep: Class 11 contains 8679 members 
Mstep: Class 12 contains 48005 members 
Mstep: Class 13 contains 44000 members 
Mstep: Class 14 contains 47314 members 
Mstep: Class 16 contains 53027 members 
Mstep: Class 17 contains 33644 members 
Mstep: Class 18 contains 3273 members 
Mstep: Class 19 contains 43957 members 
Mstep: Class 20 contains 46795 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47603 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44963 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920144.000000 Penalty: 80096.007812
Iteration 234Q: 25 clusters Score -1.269201e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41917 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52096 members 
Mstep: Class 5 contains 41880 members 
Mstep: Class 6 contains 44016 members 
Mstep: Class 7 contains 41619 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48448 members 
Mstep: Class 10 contains 2672 members 
Mstep: Class 11 contains 8664 members 
Mstep: Class 12 contains 48040 members 
Mstep: Class 13 contains 43998 members 
Mstep: Class 14 contains 47308 members 
Mstep: Class 16 contains 53089 members 
Mstep: Class 17 contains 33553 members 
Mstep: Class 18 contains 3272 members 
Mstep: Class 19 contains 43941 members 
Mstep: Class 20 contains 46802 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47605 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44955 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920016.000000 Penalty: 80096.007812
Iteration 235Q: 25 clusters Score -1.2692e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41911 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52142 members 
Mstep: Class 5 contains 41897 members 
Mstep: Class 6 contains 44031 members 
Mstep: Class 7 contains 41634 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48454 members 
Mstep: Class 10 contains 2664 members 
Mstep: Class 11 contains 8651 members 
Mstep: Class 12 contains 48039 members 
Mstep: Class 13 contains 43994 members 
Mstep: Class 14 contains 47284 members 
Mstep: Class 16 contains 53146 members 
Mstep: Class 17 contains 33486 members 
Mstep: Class 18 contains 3272 members 
Mstep: Class 19 contains 43923 members 
Mstep: Class 20 contains 46793 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47614 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44940 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919944.000000 Penalty: 80096.007812
Iteration 236Q: 25 clusters Score -1.269199e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41913 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52205 members 
Mstep: Class 5 contains 41924 members 
Mstep: Class 6 contains 44033 members 
Mstep: Class 7 contains 41636 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48446 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 8638 members 
Mstep: Class 12 contains 48048 members 
Mstep: Class 13 contains 43987 members 
Mstep: Class 14 contains 47284 members 
Mstep: Class 16 contains 53178 members 
Mstep: Class 17 contains 33406 members 
Mstep: Class 18 contains 3270 members 
Mstep: Class 19 contains 43927 members 
Mstep: Class 20 contains 46782 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47600 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44954 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919840.000000 Penalty: 80096.007812
Iteration 237Q: 25 clusters Score -1.269198e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41891 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52267 members 
Mstep: Class 5 contains 41970 members 
Mstep: Class 6 contains 44027 members 
Mstep: Class 7 contains 41642 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48422 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 8633 members 
Mstep: Class 12 contains 48043 members 
Mstep: Class 13 contains 43976 members 
Mstep: Class 14 contains 47295 members 
Mstep: Class 16 contains 53224 members 
Mstep: Class 17 contains 33307 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 43923 members 
Mstep: Class 20 contains 46791 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47601 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44964 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919704.000000 Penalty: 80096.007812
Iteration 238Q: 25 clusters Score -1.269197e+08 nChanged 1389
Entering ConstructFrom: 
Score: -126919704.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -21693.976562 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -21693.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20606.447266 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -20606.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20684.623047 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -20684.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -20700.042969 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -20700.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -20711.894531 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -20711.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20724.388672 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -20724.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20731.792969 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -20731.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -20731.792969 Penalty: 2767.546143
	Iteration 6F: 3 clusters Score -20731.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Entering Unmasked Estep 
Score: -7726138.000000 Penalty: 2639.326172
	Iteration 0F: 2 clusters Score -7726138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -7698067.500000 Penalty: 5278.652344
	Iteration 0F: 3 clusters Score -7698068 nChanged 19264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -7708854.500000 Penalty: 5278.652344
	Iteration 1F: 3 clusters Score -7708854 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -7710174.500000 Penalty: 5278.652344
	Iteration 2F: 3 clusters Score -7710174 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -7712090.000000 Penalty: 5278.652344
	Iteration 3F: 3 clusters Score -7712090 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -7714573.000000 Penalty: 5278.652344
	Iteration 4F: 3 clusters Score -7714573 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -7717261.500000 Penalty: 5278.652344
	Iteration 5F: 3 clusters Score -7717262 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -7719959.500000 Penalty: 5278.652344
	Iteration 6F: 3 clusters Score -7719960 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -7721919.000000 Penalty: 5278.652344
	Iteration 7F: 3 clusters Score -7721919 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -7723167.500000 Penalty: 5278.652344
	Iteration 8Q: 3 clusters Score -7723168 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -7723910.500000 Penalty: 5278.652344
	Iteration 9Q: 3 clusters Score -7723910 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -7724306.500000 Penalty: 5278.652344
	Iteration 10Q: 3 clusters Score -7724306 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -7724516.000000 Penalty: 5278.652344
	Iteration 11Q: 3 clusters Score -7724516 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -7724685.500000 Penalty: 5278.652344
	Iteration 12Q: 3 clusters Score -7724686 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -7724796.000000 Penalty: 5278.652344
	Iteration 13Q: 3 clusters Score -7724796 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -7724858.000000 Penalty: 5278.652344
	Iteration 14Q: 3 clusters Score -7724858 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -7724915.000000 Penalty: 5278.652344
	Iteration 15Q: 3 clusters Score -7724915 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -7724964.500000 Penalty: 5278.652344
	Iteration 16Q: 3 clusters Score -7724964 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7725002.500000 Penalty: 5278.652344
	Iteration 17Q: 3 clusters Score -7725002 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -7725038.000000 Penalty: 5278.652344
	Iteration 18Q: 3 clusters Score -7725038 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -7725044.000000 Penalty: 5278.652344
	Iteration 19Q: 3 clusters Score -7725044 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -7725082.500000 Penalty: 5278.652344
	Iteration 20F: 3 clusters Score -7725082 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -7725097.500000 Penalty: 5278.652344
	Iteration 21Q: 3 clusters Score -7725098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -7725100.500000 Penalty: 5278.652344
	Iteration 22Q: 3 clusters Score -7725100 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7725109.500000 Penalty: 5278.652344
	Iteration 23Q: 3 clusters Score -7725110 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -7725094.000000 Penalty: 5278.652344
	Iteration 24Q: 3 clusters Score -7725094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -7725092.000000 Penalty: 5278.652344
	Iteration 25Q: 3 clusters Score -7725092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -7725105.000000 Penalty: 5278.652344
	Iteration 26Q: 3 clusters Score -7725105 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7725100.500000 Penalty: 5278.652344
	Iteration 27Q: 3 clusters Score -7725100 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -7725116.000000 Penalty: 5278.652344
	Iteration 28Q: 3 clusters Score -7725116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -7725117.000000 Penalty: 5278.652344
	Iteration 29Q: 3 clusters Score -7725117 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -7725132.000000 Penalty: 5278.652344
	Iteration 30Q: 3 clusters Score -7725132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -7725139.000000 Penalty: 5278.652344
	Iteration 31Q: 3 clusters Score -7725139 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7725128.000000 Penalty: 5278.652344
	Iteration 32Q: 3 clusters Score -7725128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -7725147.000000 Penalty: 5278.652344
	Iteration 33Q: 3 clusters Score -7725147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -7725163.500000 Penalty: 5278.652344
	Iteration 34Q: 3 clusters Score -7725164 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -7725162.000000 Penalty: 5278.652344
	Iteration 35Q: 3 clusters Score -7725162 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -7725164.000000 Penalty: 5278.652344
	Iteration 36Q: 3 clusters Score -7725164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -7725162.500000 Penalty: 5278.652344
	Iteration 37Q: 3 clusters Score -7725162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -7725177.500000 Penalty: 5278.652344
	Iteration 38Q: 3 clusters Score -7725178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -7725184.500000 Penalty: 5278.652344
	Iteration 39Q: 3 clusters Score -7725184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -7725168.000000 Penalty: 5278.652344
	Iteration 40F: 3 clusters Score -7725168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -7725180.500000 Penalty: 5278.652344
	Iteration 41Q: 3 clusters Score -7725180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -7725184.500000 Penalty: 5278.652344
	Iteration 42Q: 3 clusters Score -7725184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -7725184.500000 Penalty: 5278.652344
	Iteration 43Q: 3 clusters Score -7725184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -7725179.500000 Penalty: 5278.652344
	Iteration 44Q: 3 clusters Score -7725180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -7725190.500000 Penalty: 5278.652344
	Iteration 45Q: 3 clusters Score -7725190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -7725192.500000 Penalty: 5278.652344
	Iteration 46Q: 3 clusters Score -7725192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -7725199.000000 Penalty: 5278.652344
	Iteration 47Q: 3 clusters Score -7725199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7725208.000000 Penalty: 5278.652344
	Iteration 48Q: 3 clusters Score -7725208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7725223.500000 Penalty: 5278.652344
	Iteration 49Q: 3 clusters Score -7725224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7725221.000000 Penalty: 5278.652344
	Iteration 50Q: 3 clusters Score -7725221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7725204.000000 Penalty: 5278.652344
	Iteration 51Q: 3 clusters Score -7725204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7725196.000000 Penalty: 5278.652344
	Iteration 52Q: 3 clusters Score -7725196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7725190.000000 Penalty: 5278.652344
	Iteration 53Q: 3 clusters Score -7725190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -7725180.500000 Penalty: 5278.652344
	Iteration 54Q: 3 clusters Score -7725180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7725177.500000 Penalty: 5278.652344
	Iteration 55Q: 3 clusters Score -7725178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7725185.000000 Penalty: 5278.652344
	Iteration 56Q: 3 clusters Score -7725185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7725190.000000 Penalty: 5278.652344
	Iteration 57Q: 3 clusters Score -7725190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -7725187.500000 Penalty: 5278.652344
	Iteration 58Q: 3 clusters Score -7725188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7725191.000000 Penalty: 5278.652344
	Iteration 59Q: 3 clusters Score -7725191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -7725195.500000 Penalty: 5278.652344
	Iteration 60F: 3 clusters Score -7725196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7725190.000000 Penalty: 5278.652344
	Iteration 61Q: 3 clusters Score -7725190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7725192.000000 Penalty: 5278.652344
	Iteration 62Q: 3 clusters Score -7725192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7725194.500000 Penalty: 5278.652344
	Iteration 63Q: 3 clusters Score -7725194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7725200.500000 Penalty: 5278.652344
	Iteration 64Q: 3 clusters Score -7725200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7725201.000000 Penalty: 5278.652344
	Iteration 65Q: 3 clusters Score -7725201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7725195.000000 Penalty: 5278.652344
	Iteration 66Q: 3 clusters Score -7725195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7725192.500000 Penalty: 5278.652344
	Iteration 67Q: 3 clusters Score -7725192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7725198.000000 Penalty: 5278.652344
	Iteration 68Q: 3 clusters Score -7725198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7725205.000000 Penalty: 5278.652344
	Iteration 69Q: 3 clusters Score -7725205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7725201.000000 Penalty: 5278.652344
	Iteration 70Q: 3 clusters Score -7725201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -7725207.000000 Penalty: 5278.652344
	Iteration 71Q: 3 clusters Score -7725207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7725195.000000 Penalty: 5278.652344
	Iteration 72Q: 3 clusters Score -7725195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -7725203.500000 Penalty: 5278.652344
	Iteration 73Q: 3 clusters Score -7725204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7725202.500000 Penalty: 5278.652344
	Iteration 74Q: 3 clusters Score -7725202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7725201.000000 Penalty: 5278.652344
	Iteration 75Q: 3 clusters Score -7725201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7725204.000000 Penalty: 5278.652344
	Iteration 76Q: 3 clusters Score -7725204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -7725205.000000 Penalty: 5278.652344
	Iteration 77Q: 3 clusters Score -7725205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -7725203.000000 Penalty: 5278.652344
	Iteration 78Q: 3 clusters Score -7725203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -7725202.500000 Penalty: 5278.652344
	Iteration 79Q: 3 clusters Score -7725202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7725204.000000 Penalty: 5278.652344
	Iteration 80F: 3 clusters Score -7725204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7725200.500000 Penalty: 5278.652344
	Iteration 81Q: 3 clusters Score -7725200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7725200.500000 Penalty: 5278.652344
	Iteration 82F: 3 clusters Score -7725200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -189893.093750 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -189893.1 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 544 members 
Entering Unmasked Estep 
Score: -187967.734375 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -187967.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -188409.437500 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -188409.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -188663.171875 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -188663.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -188944.718750 Penalty: 3469.445801
	Iteration 3F: 3 clusters Score -188944.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -189172.828125 Penalty: 3469.445801
	Iteration 4F: 3 clusters Score -189172.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -189336.078125 Penalty: 3469.445801
	Iteration 5F: 3 clusters Score -189336.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -189490.968750 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -189491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -189652.765625 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -189652.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -189792.953125 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -189793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -189889.687500 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -189889.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -189974.609375 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -189974.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -190019.625000 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -190019.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190036.640625 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -190036.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190040.234375 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -190040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -190059.671875 Penalty: 3469.445801
	Iteration 14F: 3 clusters Score -190059.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -190140.484375 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -190140.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -190152.625000 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -190152.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -190159.921875 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -190159.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -190161.515625 Penalty: 3469.445801
	Iteration 18Q: 3 clusters Score -190161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -190167.890625 Penalty: 3469.445801
	Iteration 19Q: 3 clusters Score -190167.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -190172.046875 Penalty: 3469.445801
	Iteration 20F: 3 clusters Score -190172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -190174.468750 Penalty: 3469.445801
	Iteration 21Q: 3 clusters Score -190174.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -190176.125000 Penalty: 3469.445801
	Iteration 22Q: 3 clusters Score -190176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -190176.125000 Penalty: 3469.445801
	Iteration 23F: 3 clusters Score -190176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41875 members 
Mstep: Class 3 contains 256 members 
Mstep: Class 4 contains 52317 members 
Mstep: Class 5 contains 41977 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 41626 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48433 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 48054 members 
Mstep: Class 13 contains 43978 members 
Mstep: Class 14 contains 47295 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 53295 members 
Mstep: Class 17 contains 33180 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 43915 members 
Mstep: Class 20 contains 46799 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47615 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44955 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
Score: -126918360.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126919704.000000 to -126918360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (52317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Entering Unmasked Estep 
Score: -9751732.000000 Penalty: 2694.539062
	Iteration 0F: 2 clusters Score -9751732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -9722044.000000 Penalty: 5389.078125
	Iteration 0F: 3 clusters Score -9722044 nChanged 24122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -9735470.000000 Penalty: 5389.078125
	Iteration 1F: 3 clusters Score -9735470 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -9736060.000000 Penalty: 5389.078125
	Iteration 2Q: 3 clusters Score -9736060 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -9736550.000000 Penalty: 5389.078125
	Iteration 3Q: 3 clusters Score -9736550 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -9736975.000000 Penalty: 5389.078125
	Iteration 4Q: 3 clusters Score -9736975 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -9737536.000000 Penalty: 5389.078125
	Iteration 5Q: 3 clusters Score -9737536 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -9737977.000000 Penalty: 5389.078125
	Iteration 6Q: 3 clusters Score -9737977 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -9738606.000000 Penalty: 5389.078125
	Iteration 7Q: 3 clusters Score -9738606 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -9739431.000000 Penalty: 5389.078125
	Iteration 8Q: 3 clusters Score -9739431 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -9740550.000000 Penalty: 5389.078125
	Iteration 9Q: 3 clusters Score -9740550 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -9742178.000000 Penalty: 5389.078125
	Iteration 10Q: 3 clusters Score -9742178 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -9743957.000000 Penalty: 5389.078125
	Iteration 11F: 3 clusters Score -9743957 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -9745630.000000 Penalty: 5389.078125
	Iteration 12F: 3 clusters Score -9745630 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -9746587.000000 Penalty: 5389.078125
	Iteration 13Q: 3 clusters Score -9746587 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -9746979.000000 Penalty: 5389.078125
	Iteration 14Q: 3 clusters Score -9746979 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -9747244.000000 Penalty: 5389.078125
	Iteration 15Q: 3 clusters Score -9747244 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32807 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -9747484.000000 Penalty: 5389.078125
	Iteration 16Q: 3 clusters Score -9747484 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -9747847.000000 Penalty: 5389.078125
	Iteration 17Q: 3 clusters Score -9747847 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -9748260.000000 Penalty: 5389.078125
	Iteration 18Q: 3 clusters Score -9748260 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -9748687.000000 Penalty: 5389.078125
	Iteration 19Q: 3 clusters Score -9748687 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -9749124.000000 Penalty: 5389.078125
	Iteration 20F: 3 clusters Score -9749124 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -9749512.000000 Penalty: 5389.078125
	Iteration 21Q: 3 clusters Score -9749512 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -9749910.000000 Penalty: 5389.078125
	Iteration 22Q: 3 clusters Score -9749910 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -9750343.000000 Penalty: 5389.078125
	Iteration 23Q: 3 clusters Score -9750343 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -9750707.000000 Penalty: 5389.078125
	Iteration 24Q: 3 clusters Score -9750707 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -9751060.000000 Penalty: 5389.078125
	Iteration 25Q: 3 clusters Score -9751060 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -9751273.000000 Penalty: 5389.078125
	Iteration 26Q: 3 clusters Score -9751273 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -9751532.000000 Penalty: 5389.078125
	Iteration 27Q: 3 clusters Score -9751532 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -9751537.000000 Penalty: 5389.078125
	Iteration 28Q: 3 clusters Score -9751537 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -9751545.000000 Penalty: 5389.078125
	Iteration 29Q: 3 clusters Score -9751545 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -9751634.000000 Penalty: 5389.078125
	Iteration 30Q: 3 clusters Score -9751634 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -9751602.000000 Penalty: 5389.078125
	Iteration 31Q: 3 clusters Score -9751602 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -9751559.000000 Penalty: 5389.078125
	Iteration 32Q: 3 clusters Score -9751559 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -9751247.000000 Penalty: 5389.078125
	Iteration 33Q: 3 clusters Score -9751247 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -9751002.000000 Penalty: 5389.078125
	Iteration 34Q: 3 clusters Score -9751002 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -9750765.000000 Penalty: 5389.078125
	Iteration 35Q: 3 clusters Score -9750765 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -9750655.000000 Penalty: 5389.078125
	Iteration 36Q: 3 clusters Score -9750655 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -9750517.000000 Penalty: 5389.078125
	Iteration 37Q: 3 clusters Score -9750517 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9750430.000000 Penalty: 5389.078125
	Iteration 38Q: 3 clusters Score -9750430 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9750383.000000 Penalty: 5389.078125
	Iteration 39Q: 3 clusters Score -9750383 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9750374.000000 Penalty: 5389.078125
	Iteration 40F: 3 clusters Score -9750374 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9750331.000000 Penalty: 5389.078125
	Iteration 41Q: 3 clusters Score -9750331 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -9750273.000000 Penalty: 5389.078125
	Iteration 42Q: 3 clusters Score -9750273 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9750230.000000 Penalty: 5389.078125
	Iteration 43Q: 3 clusters Score -9750230 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9750228.000000 Penalty: 5389.078125
	Iteration 44Q: 3 clusters Score -9750228 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9750231.000000 Penalty: 5389.078125
	Iteration 45Q: 3 clusters Score -9750231 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9750220.000000 Penalty: 5389.078125
	Iteration 46Q: 3 clusters Score -9750220 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9750199.000000 Penalty: 5389.078125
	Iteration 47Q: 3 clusters Score -9750199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -9750203.000000 Penalty: 5389.078125
	Iteration 48Q: 3 clusters Score -9750203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9750183.000000 Penalty: 5389.078125
	Iteration 49Q: 3 clusters Score -9750183 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9750171.000000 Penalty: 5389.078125
	Iteration 50Q: 3 clusters Score -9750171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -9750143.000000 Penalty: 5389.078125
	Iteration 51Q: 3 clusters Score -9750143 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9750139.000000 Penalty: 5389.078125
	Iteration 52Q: 3 clusters Score -9750139 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -9750114.000000 Penalty: 5389.078125
	Iteration 53Q: 3 clusters Score -9750114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9750120.000000 Penalty: 5389.078125
	Iteration 54Q: 3 clusters Score -9750120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9750121.000000 Penalty: 5389.078125
	Iteration 55Q: 3 clusters Score -9750121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9750106.000000 Penalty: 5389.078125
	Iteration 56Q: 3 clusters Score -9750106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9750116.000000 Penalty: 5389.078125
	Iteration 57Q: 3 clusters Score -9750116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9750116.000000 Penalty: 5389.078125
	Iteration 58Q: 3 clusters Score -9750116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -9750105.000000 Penalty: 5389.078125
	Iteration 59Q: 3 clusters Score -9750105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9750107.000000 Penalty: 5389.078125
	Iteration 60F: 3 clusters Score -9750107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9750108.000000 Penalty: 5389.078125
	Iteration 61Q: 3 clusters Score -9750108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9750108.000000 Penalty: 5389.078125
	Iteration 62Q: 3 clusters Score -9750108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9750103.000000 Penalty: 5389.078125
	Iteration 63Q: 3 clusters Score -9750103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9750110.000000 Penalty: 5389.078125
	Iteration 64Q: 3 clusters Score -9750110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9750108.000000 Penalty: 5389.078125
	Iteration 65Q: 3 clusters Score -9750108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9750102.000000 Penalty: 5389.078125
	Iteration 66Q: 3 clusters Score -9750102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9750112.000000 Penalty: 5389.078125
	Iteration 67Q: 3 clusters Score -9750112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9750115.000000 Penalty: 5389.078125
	Iteration 68Q: 3 clusters Score -9750115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9750111.000000 Penalty: 5389.078125
	Iteration 69Q: 3 clusters Score -9750111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9750117.000000 Penalty: 5389.078125
	Iteration 70Q: 3 clusters Score -9750117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -9750121.000000 Penalty: 5389.078125
	Iteration 71Q: 3 clusters Score -9750121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -9750120.000000 Penalty: 5389.078125
	Iteration 72Q: 3 clusters Score -9750120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9750115.000000 Penalty: 5389.078125
	Iteration 73Q: 3 clusters Score -9750115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9750109.000000 Penalty: 5389.078125
	Iteration 74Q: 3 clusters Score -9750109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -9750102.000000 Penalty: 5389.078125
	Iteration 75Q: 3 clusters Score -9750102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9750100.000000 Penalty: 5389.078125
	Iteration 76Q: 3 clusters Score -9750100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9750099.000000 Penalty: 5389.078125
	Iteration 77Q: 3 clusters Score -9750099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9750099.000000 Penalty: 5389.078125
	Iteration 78F: 3 clusters Score -9750099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41977 members 
Entering Unmasked Estep 
Score: -7749379.000000 Penalty: 2639.929688
	Iteration 0F: 2 clusters Score -7749379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -7721310.500000 Penalty: 5279.859375
	Iteration 0F: 3 clusters Score -7721310 nChanged 19306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -7732183.000000 Penalty: 5279.859375
	Iteration 1F: 3 clusters Score -7732183 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -7733024.500000 Penalty: 5279.859375
	Iteration 2F: 3 clusters Score -7733024 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -7734232.500000 Penalty: 5279.859375
	Iteration 3F: 3 clusters Score -7734232 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -7736111.000000 Penalty: 5279.859375
	Iteration 4F: 3 clusters Score -7736111 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -7738829.000000 Penalty: 5279.859375
	Iteration 5F: 3 clusters Score -7738829 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -7741873.000000 Penalty: 5279.859375
	Iteration 6F: 3 clusters Score -7741873 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -7744435.000000 Penalty: 5279.859375
	Iteration 7F: 3 clusters Score -7744435 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -7746298.000000 Penalty: 5279.859375
	Iteration 8Q: 3 clusters Score -7746298 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -7747236.000000 Penalty: 5279.859375
	Iteration 9Q: 3 clusters Score -7747236 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -7747719.500000 Penalty: 5279.859375
	Iteration 10Q: 3 clusters Score -7747720 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -7747879.500000 Penalty: 5279.859375
	Iteration 11Q: 3 clusters Score -7747880 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -7747975.000000 Penalty: 5279.859375
	Iteration 12Q: 3 clusters Score -7747975 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -7748024.000000 Penalty: 5279.859375
	Iteration 13Q: 3 clusters Score -7748024 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -7748049.000000 Penalty: 5279.859375
	Iteration 14Q: 3 clusters Score -7748049 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7748079.500000 Penalty: 5279.859375
	Iteration 15Q: 3 clusters Score -7748080 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -7748085.000000 Penalty: 5279.859375
	Iteration 16Q: 3 clusters Score -7748085 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -7748113.000000 Penalty: 5279.859375
	Iteration 17Q: 3 clusters Score -7748113 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -7748112.000000 Penalty: 5279.859375
	Iteration 18Q: 3 clusters Score -7748112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -7748124.500000 Penalty: 5279.859375
	Iteration 19Q: 3 clusters Score -7748124 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7748126.500000 Penalty: 5279.859375
	Iteration 20F: 3 clusters Score -7748126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -7748145.000000 Penalty: 5279.859375
	Iteration 21Q: 3 clusters Score -7748145 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7748149.000000 Penalty: 5279.859375
	Iteration 22Q: 3 clusters Score -7748149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7748148.500000 Penalty: 5279.859375
	Iteration 23Q: 3 clusters Score -7748148 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7748141.500000 Penalty: 5279.859375
	Iteration 24Q: 3 clusters Score -7748142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7748150.000000 Penalty: 5279.859375
	Iteration 25Q: 3 clusters Score -7748150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7748158.500000 Penalty: 5279.859375
	Iteration 26Q: 3 clusters Score -7748158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7748152.500000 Penalty: 5279.859375
	Iteration 27Q: 3 clusters Score -7748152 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7748155.000000 Penalty: 5279.859375
	Iteration 28Q: 3 clusters Score -7748155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -7748161.000000 Penalty: 5279.859375
	Iteration 29Q: 3 clusters Score -7748161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7748162.500000 Penalty: 5279.859375
	Iteration 30Q: 3 clusters Score -7748162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7748160.500000 Penalty: 5279.859375
	Iteration 31Q: 3 clusters Score -7748160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7748160.000000 Penalty: 5279.859375
	Iteration 32Q: 3 clusters Score -7748160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7748170.500000 Penalty: 5279.859375
	Iteration 33Q: 3 clusters Score -7748170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7748169.000000 Penalty: 5279.859375
	Iteration 34Q: 3 clusters Score -7748169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7748155.500000 Penalty: 5279.859375
	Iteration 35Q: 3 clusters Score -7748156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7748162.500000 Penalty: 5279.859375
	Iteration 36Q: 3 clusters Score -7748162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7748166.000000 Penalty: 5279.859375
	Iteration 37Q: 3 clusters Score -7748166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7748166.500000 Penalty: 5279.859375
	Iteration 38Q: 3 clusters Score -7748166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7748167.500000 Penalty: 5279.859375
	Iteration 39Q: 3 clusters Score -7748168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7748167.500000 Penalty: 5279.859375
	Iteration 40F: 3 clusters Score -7748168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7748169.000000 Penalty: 5279.859375
	Iteration 41Q: 3 clusters Score -7748169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7748171.500000 Penalty: 5279.859375
	Iteration 42Q: 3 clusters Score -7748172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7748160.500000 Penalty: 5279.859375
	Iteration 43Q: 3 clusters Score -7748160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7748172.500000 Penalty: 5279.859375
	Iteration 44Q: 3 clusters Score -7748172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7748170.500000 Penalty: 5279.859375
	Iteration 45Q: 3 clusters Score -7748170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7748172.000000 Penalty: 5279.859375
	Iteration 46Q: 3 clusters Score -7748172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7748172.000000 Penalty: 5279.859375
	Iteration 47Q: 3 clusters Score -7748172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7748168.000000 Penalty: 5279.859375
	Iteration 48Q: 3 clusters Score -7748168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7748170.500000 Penalty: 5279.859375
	Iteration 49Q: 3 clusters Score -7748170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7748170.500000 Penalty: 5279.859375
	Iteration 50F: 3 clusters Score -7748170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Entering Unmasked Estep 
Score: -8095143.000000 Penalty: 2651.782715
	Iteration 0F: 2 clusters Score -8095143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -8065740.500000 Penalty: 5303.565430
	Iteration 0F: 3 clusters Score -8065740 nChanged 20217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -8076807.500000 Penalty: 5303.565430
	Iteration 1F: 3 clusters Score -8076808 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -8077332.000000 Penalty: 5303.565430
	Iteration 2Q: 3 clusters Score -8077332 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -8077969.000000 Penalty: 5303.565430
	Iteration 3Q: 3 clusters Score -8077969 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -8078650.000000 Penalty: 5303.565430
	Iteration 4Q: 3 clusters Score -8078650 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -8079597.000000 Penalty: 5303.565430
	Iteration 5Q: 3 clusters Score -8079597 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -8080785.000000 Penalty: 5303.565430
	Iteration 6F: 3 clusters Score -8080785 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -8082671.000000 Penalty: 5303.565430
	Iteration 7F: 3 clusters Score -8082671 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -8085341.500000 Penalty: 5303.565430
	Iteration 8F: 3 clusters Score -8085342 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -8088463.000000 Penalty: 5303.565430
	Iteration 9F: 3 clusters Score -8088463 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -8090761.500000 Penalty: 5303.565430
	Iteration 10F: 3 clusters Score -8090762 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -8091591.500000 Penalty: 5303.565430
	Iteration 11Q: 3 clusters Score -8091592 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -8091910.500000 Penalty: 5303.565430
	Iteration 12Q: 3 clusters Score -8091910 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -8092006.000000 Penalty: 5303.565430
	Iteration 13Q: 3 clusters Score -8092006 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -8092118.500000 Penalty: 5303.565430
	Iteration 14Q: 3 clusters Score -8092118 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -8092200.000000 Penalty: 5303.565430
	Iteration 15Q: 3 clusters Score -8092200 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -8092296.500000 Penalty: 5303.565430
	Iteration 16Q: 3 clusters Score -8092296 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -8092383.500000 Penalty: 5303.565430
	Iteration 17Q: 3 clusters Score -8092384 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -8092475.500000 Penalty: 5303.565430
	Iteration 18Q: 3 clusters Score -8092476 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -8092507.000000 Penalty: 5303.565430
	Iteration 19Q: 3 clusters Score -8092507 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -8092581.000000 Penalty: 5303.565430
	Iteration 20F: 3 clusters Score -8092581 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -8092653.500000 Penalty: 5303.565430
	Iteration 21Q: 3 clusters Score -8092654 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -8092729.000000 Penalty: 5303.565430
	Iteration 22Q: 3 clusters Score -8092729 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -8092773.500000 Penalty: 5303.565430
	Iteration 23Q: 3 clusters Score -8092774 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -8092809.500000 Penalty: 5303.565430
	Iteration 24Q: 3 clusters Score -8092810 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -8092845.500000 Penalty: 5303.565430
	Iteration 25Q: 3 clusters Score -8092846 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -8092876.000000 Penalty: 5303.565430
	Iteration 26Q: 3 clusters Score -8092876 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -8092893.500000 Penalty: 5303.565430
	Iteration 27Q: 3 clusters Score -8092894 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -8092930.500000 Penalty: 5303.565430
	Iteration 28Q: 3 clusters Score -8092930 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -8092953.000000 Penalty: 5303.565430
	Iteration 29Q: 3 clusters Score -8092953 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -8092960.000000 Penalty: 5303.565430
	Iteration 30Q: 3 clusters Score -8092960 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -8092955.000000 Penalty: 5303.565430
	Iteration 31Q: 3 clusters Score -8092955 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -8092973.500000 Penalty: 5303.565430
	Iteration 32Q: 3 clusters Score -8092974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -8093010.500000 Penalty: 5303.565430
	Iteration 33Q: 3 clusters Score -8093010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -8093030.000000 Penalty: 5303.565430
	Iteration 34Q: 3 clusters Score -8093030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8093025.000000 Penalty: 5303.565430
	Iteration 35Q: 3 clusters Score -8093025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -8093025.000000 Penalty: 5303.565430
	Iteration 36Q: 3 clusters Score -8093025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -8093030.000000 Penalty: 5303.565430
	Iteration 37Q: 3 clusters Score -8093030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8093022.500000 Penalty: 5303.565430
	Iteration 38Q: 3 clusters Score -8093022 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -8093033.500000 Penalty: 5303.565430
	Iteration 39Q: 3 clusters Score -8093034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -8093048.500000 Penalty: 5303.565430
	Iteration 40F: 3 clusters Score -8093048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -8093053.000000 Penalty: 5303.565430
	Iteration 41Q: 3 clusters Score -8093053 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -8093070.500000 Penalty: 5303.565430
	Iteration 42Q: 3 clusters Score -8093070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -8093071.500000 Penalty: 5303.565430
	Iteration 43Q: 3 clusters Score -8093072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -8093076.000000 Penalty: 5303.565430
	Iteration 44Q: 3 clusters Score -8093076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -8093077.000000 Penalty: 5303.565430
	Iteration 45Q: 3 clusters Score -8093077 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8093104.000000 Penalty: 5303.565430
	Iteration 46Q: 3 clusters Score -8093104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -8093111.500000 Penalty: 5303.565430
	Iteration 47Q: 3 clusters Score -8093112 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -8093141.000000 Penalty: 5303.565430
	Iteration 48Q: 3 clusters Score -8093141 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -8093168.000000 Penalty: 5303.565430
	Iteration 49Q: 3 clusters Score -8093168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8093179.000000 Penalty: 5303.565430
	Iteration 50Q: 3 clusters Score -8093179 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8093200.500000 Penalty: 5303.565430
	Iteration 51Q: 3 clusters Score -8093200 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -8093218.000000 Penalty: 5303.565430
	Iteration 52Q: 3 clusters Score -8093218 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -8093232.000000 Penalty: 5303.565430
	Iteration 53Q: 3 clusters Score -8093232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8093222.500000 Penalty: 5303.565430
	Iteration 54Q: 3 clusters Score -8093222 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -8093220.000000 Penalty: 5303.565430
	Iteration 55Q: 3 clusters Score -8093220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -8093221.000000 Penalty: 5303.565430
	Iteration 56Q: 3 clusters Score -8093221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8093223.500000 Penalty: 5303.565430
	Iteration 57Q: 3 clusters Score -8093224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8093234.500000 Penalty: 5303.565430
	Iteration 58Q: 3 clusters Score -8093234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8093252.500000 Penalty: 5303.565430
	Iteration 59Q: 3 clusters Score -8093252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8093254.000000 Penalty: 5303.565430
	Iteration 60F: 3 clusters Score -8093254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -8093257.500000 Penalty: 5303.565430
	Iteration 61Q: 3 clusters Score -8093258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8093263.500000 Penalty: 5303.565430
	Iteration 62Q: 3 clusters Score -8093264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -8093265.500000 Penalty: 5303.565430
	Iteration 63Q: 3 clusters Score -8093266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8093264.000000 Penalty: 5303.565430
	Iteration 64Q: 3 clusters Score -8093264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8093273.000000 Penalty: 5303.565430
	Iteration 65Q: 3 clusters Score -8093273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -8093279.000000 Penalty: 5303.565430
	Iteration 66Q: 3 clusters Score -8093279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8093288.500000 Penalty: 5303.565430
	Iteration 67Q: 3 clusters Score -8093288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8093289.000000 Penalty: 5303.565430
	Iteration 68Q: 3 clusters Score -8093289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8093271.000000 Penalty: 5303.565430
	Iteration 69Q: 3 clusters Score -8093271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8093261.000000 Penalty: 5303.565430
	Iteration 70Q: 3 clusters Score -8093261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -8093253.500000 Penalty: 5303.565430
	Iteration 71Q: 3 clusters Score -8093254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8093265.000000 Penalty: 5303.565430
	Iteration 72Q: 3 clusters Score -8093265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -8093260.500000 Penalty: 5303.565430
	Iteration 73Q: 3 clusters Score -8093260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8093253.500000 Penalty: 5303.565430
	Iteration 74Q: 3 clusters Score -8093254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -8093267.000000 Penalty: 5303.565430
	Iteration 75Q: 3 clusters Score -8093267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -8093286.500000 Penalty: 5303.565430
	Iteration 76Q: 3 clusters Score -8093286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -8093279.500000 Penalty: 5303.565430
	Iteration 77Q: 3 clusters Score -8093280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -8093270.500000 Penalty: 5303.565430
	Iteration 78Q: 3 clusters Score -8093270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8093286.000000 Penalty: 5303.565430
	Iteration 79Q: 3 clusters Score -8093286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -8093296.500000 Penalty: 5303.565430
	Iteration 80F: 3 clusters Score -8093296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8093283.500000 Penalty: 5303.565430
	Iteration 81Q: 3 clusters Score -8093284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8093279.500000 Penalty: 5303.565430
	Iteration 82Q: 3 clusters Score -8093280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -8093285.500000 Penalty: 5303.565430
	Iteration 83Q: 3 clusters Score -8093286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8093288.500000 Penalty: 5303.565430
	Iteration 84Q: 3 clusters Score -8093288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8093281.000000 Penalty: 5303.565430
	Iteration 85Q: 3 clusters Score -8093281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8093263.000000 Penalty: 5303.565430
	Iteration 86Q: 3 clusters Score -8093263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -8093271.500000 Penalty: 5303.565430
	Iteration 87Q: 3 clusters Score -8093272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8093284.500000 Penalty: 5303.565430
	Iteration 88Q: 3 clusters Score -8093284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8093286.500000 Penalty: 5303.565430
	Iteration 89Q: 3 clusters Score -8093286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8093291.500000 Penalty: 5303.565430
	Iteration 90Q: 3 clusters Score -8093292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8093301.000000 Penalty: 5303.565430
	Iteration 91Q: 3 clusters Score -8093301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -8093310.000000 Penalty: 5303.565430
	Iteration 92Q: 3 clusters Score -8093310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8093310.000000 Penalty: 5303.565430
	Iteration 93Q: 3 clusters Score -8093310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8093312.500000 Penalty: 5303.565430
	Iteration 94Q: 3 clusters Score -8093312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8093324.000000 Penalty: 5303.565430
	Iteration 95Q: 3 clusters Score -8093324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8093318.000000 Penalty: 5303.565430
	Iteration 96Q: 3 clusters Score -8093318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8093319.000000 Penalty: 5303.565430
	Iteration 97Q: 3 clusters Score -8093319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8093321.500000 Penalty: 5303.565430
	Iteration 98Q: 3 clusters Score -8093322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8093302.000000 Penalty: 5303.565430
	Iteration 99Q: 3 clusters Score -8093302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8093305.500000 Penalty: 5303.565430
	Iteration 100F: 3 clusters Score -8093306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8093311.500000 Penalty: 5303.565430
	Iteration 101Q: 3 clusters Score -8093312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8093315.000000 Penalty: 5303.565430
	Iteration 102Q: 3 clusters Score -8093315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8093319.000000 Penalty: 5303.565430
	Iteration 103Q: 3 clusters Score -8093319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8093324.000000 Penalty: 5303.565430
	Iteration 104Q: 3 clusters Score -8093324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -8093329.000000 Penalty: 5303.565430
	Iteration 105Q: 3 clusters Score -8093329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8093333.000000 Penalty: 5303.565430
	Iteration 106Q: 3 clusters Score -8093333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -8093323.000000 Penalty: 5303.565430
	Iteration 107Q: 3 clusters Score -8093323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8093324.500000 Penalty: 5303.565430
	Iteration 108Q: 3 clusters Score -8093324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8093324.500000 Penalty: 5303.565430
	Iteration 109F: 3 clusters Score -8093324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Entering Unmasked Estep 
Score: -7680266.500000 Penalty: 2637.847168
	Iteration 0F: 2 clusters Score -7680266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -7652377.000000 Penalty: 5275.694336
	Iteration 0F: 3 clusters Score -7652377 nChanged 19000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -7663159.500000 Penalty: 5275.694336
	Iteration 1F: 3 clusters Score -7663160 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -7664166.500000 Penalty: 5275.694336
	Iteration 2F: 3 clusters Score -7664166 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -7665532.500000 Penalty: 5275.694336
	Iteration 3F: 3 clusters Score -7665532 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -7667045.000000 Penalty: 5275.694336
	Iteration 4F: 3 clusters Score -7667045 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -7668858.000000 Penalty: 5275.694336
	Iteration 5F: 3 clusters Score -7668858 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -7670892.000000 Penalty: 5275.694336
	Iteration 6F: 3 clusters Score -7670892 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -7673072.500000 Penalty: 5275.694336
	Iteration 7F: 3 clusters Score -7673072 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -7674905.500000 Penalty: 5275.694336
	Iteration 8F: 3 clusters Score -7674906 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 29251 members 
Entering Unmasked Estep 
Score: -7675939.500000 Penalty: 5275.694336
	Iteration 9Q: 3 clusters Score -7675940 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -7676462.500000 Penalty: 5275.694336
	Iteration 10Q: 3 clusters Score -7676462 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -7676696.500000 Penalty: 5275.694336
	Iteration 11Q: 3 clusters Score -7676696 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -7676855.500000 Penalty: 5275.694336
	Iteration 12Q: 3 clusters Score -7676856 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -7676959.500000 Penalty: 5275.694336
	Iteration 13Q: 3 clusters Score -7676960 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -7677104.500000 Penalty: 5275.694336
	Iteration 14Q: 3 clusters Score -7677104 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -7677231.000000 Penalty: 5275.694336
	Iteration 15Q: 3 clusters Score -7677231 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -7677328.000000 Penalty: 5275.694336
	Iteration 16Q: 3 clusters Score -7677328 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -7677416.000000 Penalty: 5275.694336
	Iteration 17Q: 3 clusters Score -7677416 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -7677505.000000 Penalty: 5275.694336
	Iteration 18Q: 3 clusters Score -7677505 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -7677601.000000 Penalty: 5275.694336
	Iteration 19Q: 3 clusters Score -7677601 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -7677665.000000 Penalty: 5275.694336
	Iteration 20F: 3 clusters Score -7677665 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -7677718.000000 Penalty: 5275.694336
	Iteration 21Q: 3 clusters Score -7677718 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -7677796.500000 Penalty: 5275.694336
	Iteration 22Q: 3 clusters Score -7677796 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -7677824.000000 Penalty: 5275.694336
	Iteration 23Q: 3 clusters Score -7677824 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -7677869.000000 Penalty: 5275.694336
	Iteration 24Q: 3 clusters Score -7677869 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -7677879.000000 Penalty: 5275.694336
	Iteration 25Q: 3 clusters Score -7677879 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -7677924.500000 Penalty: 5275.694336
	Iteration 26Q: 3 clusters Score -7677924 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -7677953.500000 Penalty: 5275.694336
	Iteration 27Q: 3 clusters Score -7677954 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -7677964.500000 Penalty: 5275.694336
	Iteration 28Q: 3 clusters Score -7677964 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -7678009.500000 Penalty: 5275.694336
	Iteration 29Q: 3 clusters Score -7678010 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -7678025.000000 Penalty: 5275.694336
	Iteration 30Q: 3 clusters Score -7678025 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -7678069.500000 Penalty: 5275.694336
	Iteration 31Q: 3 clusters Score -7678070 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -7678072.500000 Penalty: 5275.694336
	Iteration 32Q: 3 clusters Score -7678072 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -7678090.000000 Penalty: 5275.694336
	Iteration 33Q: 3 clusters Score -7678090 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -7678120.000000 Penalty: 5275.694336
	Iteration 34Q: 3 clusters Score -7678120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -7678136.500000 Penalty: 5275.694336
	Iteration 35Q: 3 clusters Score -7678136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -7678157.000000 Penalty: 5275.694336
	Iteration 36Q: 3 clusters Score -7678157 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -7678166.500000 Penalty: 5275.694336
	Iteration 37Q: 3 clusters Score -7678166 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -7678185.000000 Penalty: 5275.694336
	Iteration 38Q: 3 clusters Score -7678185 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -7678189.500000 Penalty: 5275.694336
	Iteration 39Q: 3 clusters Score -7678190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -7678221.000000 Penalty: 5275.694336
	Iteration 40F: 3 clusters Score -7678221 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -7678261.000000 Penalty: 5275.694336
	Iteration 41Q: 3 clusters Score -7678261 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -7678292.000000 Penalty: 5275.694336
	Iteration 42Q: 3 clusters Score -7678292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -7678302.500000 Penalty: 5275.694336
	Iteration 43Q: 3 clusters Score -7678302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -7678304.500000 Penalty: 5275.694336
	Iteration 44Q: 3 clusters Score -7678304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -7678327.000000 Penalty: 5275.694336
	Iteration 45Q: 3 clusters Score -7678327 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -7678338.500000 Penalty: 5275.694336
	Iteration 46Q: 3 clusters Score -7678338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -7678365.000000 Penalty: 5275.694336
	Iteration 47Q: 3 clusters Score -7678365 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -7678356.000000 Penalty: 5275.694336
	Iteration 48Q: 3 clusters Score -7678356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -7678376.500000 Penalty: 5275.694336
	Iteration 49Q: 3 clusters Score -7678376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -7678376.500000 Penalty: 5275.694336
	Iteration 50Q: 3 clusters Score -7678376 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -7678413.500000 Penalty: 5275.694336
	Iteration 51Q: 3 clusters Score -7678414 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -7678441.000000 Penalty: 5275.694336
	Iteration 52Q: 3 clusters Score -7678441 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -7678452.500000 Penalty: 5275.694336
	Iteration 53Q: 3 clusters Score -7678452 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -7678471.500000 Penalty: 5275.694336
	Iteration 54Q: 3 clusters Score -7678472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -7678482.000000 Penalty: 5275.694336
	Iteration 55Q: 3 clusters Score -7678482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -7678492.500000 Penalty: 5275.694336
	Iteration 56Q: 3 clusters Score -7678492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -7678501.500000 Penalty: 5275.694336
	Iteration 57Q: 3 clusters Score -7678502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -7678502.500000 Penalty: 5275.694336
	Iteration 58Q: 3 clusters Score -7678502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -7678515.500000 Penalty: 5275.694336
	Iteration 59Q: 3 clusters Score -7678516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -7678506.000000 Penalty: 5275.694336
	Iteration 60F: 3 clusters Score -7678506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -7678512.500000 Penalty: 5275.694336
	Iteration 61Q: 3 clusters Score -7678512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -7678522.000000 Penalty: 5275.694336
	Iteration 62Q: 3 clusters Score -7678522 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -7678533.500000 Penalty: 5275.694336
	Iteration 63Q: 3 clusters Score -7678534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -7678525.000000 Penalty: 5275.694336
	Iteration 64Q: 3 clusters Score -7678525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -7678539.000000 Penalty: 5275.694336
	Iteration 65Q: 3 clusters Score -7678539 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -7678554.500000 Penalty: 5275.694336
	Iteration 66Q: 3 clusters Score -7678554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -7678568.000000 Penalty: 5275.694336
	Iteration 67Q: 3 clusters Score -7678568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -7678578.500000 Penalty: 5275.694336
	Iteration 68Q: 3 clusters Score -7678578 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -7678579.000000 Penalty: 5275.694336
	Iteration 69Q: 3 clusters Score -7678579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -7678595.500000 Penalty: 5275.694336
	Iteration 70Q: 3 clusters Score -7678596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -7678602.500000 Penalty: 5275.694336
	Iteration 71Q: 3 clusters Score -7678602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -7678593.000000 Penalty: 5275.694336
	Iteration 72Q: 3 clusters Score -7678593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -7678592.000000 Penalty: 5275.694336
	Iteration 73Q: 3 clusters Score -7678592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -7678591.500000 Penalty: 5275.694336
	Iteration 74Q: 3 clusters Score -7678592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -7678592.500000 Penalty: 5275.694336
	Iteration 75Q: 3 clusters Score -7678592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -7678615.000000 Penalty: 5275.694336
	Iteration 76Q: 3 clusters Score -7678615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -7678612.000000 Penalty: 5275.694336
	Iteration 77Q: 3 clusters Score -7678612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -7678615.500000 Penalty: 5275.694336
	Iteration 78Q: 3 clusters Score -7678616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -7678625.500000 Penalty: 5275.694336
	Iteration 79Q: 3 clusters Score -7678626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -7678613.000000 Penalty: 5275.694336
	Iteration 80F: 3 clusters Score -7678613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -7678614.500000 Penalty: 5275.694336
	Iteration 81Q: 3 clusters Score -7678614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -7678628.000000 Penalty: 5275.694336
	Iteration 82Q: 3 clusters Score -7678628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -7678638.000000 Penalty: 5275.694336
	Iteration 83Q: 3 clusters Score -7678638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -7678635.000000 Penalty: 5275.694336
	Iteration 84Q: 3 clusters Score -7678635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -7678639.500000 Penalty: 5275.694336
	Iteration 85Q: 3 clusters Score -7678640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -7678655.500000 Penalty: 5275.694336
	Iteration 86Q: 3 clusters Score -7678656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -7678672.000000 Penalty: 5275.694336
	Iteration 87Q: 3 clusters Score -7678672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -7678695.000000 Penalty: 5275.694336
	Iteration 88Q: 3 clusters Score -7678695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -7678692.500000 Penalty: 5275.694336
	Iteration 89Q: 3 clusters Score -7678692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -7678700.000000 Penalty: 5275.694336
	Iteration 90Q: 3 clusters Score -7678700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -7678710.500000 Penalty: 5275.694336
	Iteration 91Q: 3 clusters Score -7678710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -7678710.000000 Penalty: 5275.694336
	Iteration 92Q: 3 clusters Score -7678710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -7678717.500000 Penalty: 5275.694336
	Iteration 93Q: 3 clusters Score -7678718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -7678724.500000 Penalty: 5275.694336
	Iteration 94Q: 3 clusters Score -7678724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -7678710.500000 Penalty: 5275.694336
	Iteration 95Q: 3 clusters Score -7678710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -7678714.000000 Penalty: 5275.694336
	Iteration 96Q: 3 clusters Score -7678714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -7678718.000000 Penalty: 5275.694336
	Iteration 97Q: 3 clusters Score -7678718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -7678708.000000 Penalty: 5275.694336
	Iteration 98Q: 3 clusters Score -7678708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -7678708.500000 Penalty: 5275.694336
	Iteration 99Q: 3 clusters Score -7678708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -7678714.000000 Penalty: 5275.694336
	Iteration 100F: 3 clusters Score -7678714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -7678708.500000 Penalty: 5275.694336
	Iteration 101Q: 3 clusters Score -7678708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -7678715.500000 Penalty: 5275.694336
	Iteration 102Q: 3 clusters Score -7678716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -7678721.000000 Penalty: 5275.694336
	Iteration 103Q: 3 clusters Score -7678721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -7678716.500000 Penalty: 5275.694336
	Iteration 104Q: 3 clusters Score -7678716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -7678723.000000 Penalty: 5275.694336
	Iteration 105Q: 3 clusters Score -7678723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -7678730.000000 Penalty: 5275.694336
	Iteration 106Q: 3 clusters Score -7678730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7678733.000000 Penalty: 5275.694336
	Iteration 107Q: 3 clusters Score -7678733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -7678725.500000 Penalty: 5275.694336
	Iteration 108Q: 3 clusters Score -7678726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -7678731.000000 Penalty: 5275.694336
	Iteration 109Q: 3 clusters Score -7678731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -7678731.000000 Penalty: 5275.694336
	Iteration 110F: 3 clusters Score -7678731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -57662.847656 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -57662.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56216.781250 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -56216.78 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56658.496094 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -56658.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56804.039062 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -56804.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56878.472656 Penalty: 3102.852051
	Iteration 3Q: 3 clusters Score -56878.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56947.328125 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -56947.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56993.429688 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -56993.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57007.394531 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -57007.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57027.843750 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -57027.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57033.117188 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -57033.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -57047.949219 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -57047.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57057.394531 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -57057.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -57066.699219 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -57066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57070.441406 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -57070.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57071.679688 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -57071.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57071.679688 Penalty: 3102.852051
	Iteration 14F: 3 clusters Score -57071.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Entering Unmasked Estep 
Score: -8938451.000000 Penalty: 2675.408447
	Iteration 0F: 2 clusters Score -8938451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -8907284.000000 Penalty: 5350.816895
	Iteration 0F: 3 clusters Score -8907284 nChanged 22377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -8919573.000000 Penalty: 5350.816895
	Iteration 1F: 3 clusters Score -8919573 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -8920090.000000 Penalty: 5350.816895
	Iteration 2Q: 3 clusters Score -8920090 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -8920572.000000 Penalty: 5350.816895
	Iteration 3Q: 3 clusters Score -8920572 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -8921066.000000 Penalty: 5350.816895
	Iteration 4Q: 3 clusters Score -8921066 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -8921750.000000 Penalty: 5350.816895
	Iteration 5Q: 3 clusters Score -8921750 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -8922918.000000 Penalty: 5350.816895
	Iteration 6Q: 3 clusters Score -8922918 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -8924796.000000 Penalty: 5350.816895
	Iteration 7F: 3 clusters Score -8924796 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -8927659.000000 Penalty: 5350.816895
	Iteration 8F: 3 clusters Score -8927659 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -8931054.000000 Penalty: 5350.816895
	Iteration 9F: 3 clusters Score -8931054 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -8933706.000000 Penalty: 5350.816895
	Iteration 10F: 3 clusters Score -8933706 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -8935096.000000 Penalty: 5350.816895
	Iteration 11Q: 3 clusters Score -8935096 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -8935654.000000 Penalty: 5350.816895
	Iteration 12Q: 3 clusters Score -8935654 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -8935921.000000 Penalty: 5350.816895
	Iteration 13Q: 3 clusters Score -8935921 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 48021 members 
Entering Unmasked Estep 
Score: -8935998.000000 Penalty: 5350.816895
	Iteration 14Q: 3 clusters Score -8935998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -8936057.000000 Penalty: 5350.816895
	Iteration 15Q: 3 clusters Score -8936057 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -8936101.000000 Penalty: 5350.816895
	Iteration 16Q: 3 clusters Score -8936101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -8936137.000000 Penalty: 5350.816895
	Iteration 17Q: 3 clusters Score -8936137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -8936137.000000 Penalty: 5350.816895
	Iteration 18Q: 3 clusters Score -8936137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -8936135.000000 Penalty: 5350.816895
	Iteration 19Q: 3 clusters Score -8936135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -8936149.000000 Penalty: 5350.816895
	Iteration 20F: 3 clusters Score -8936149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -8936153.000000 Penalty: 5350.816895
	Iteration 21Q: 3 clusters Score -8936153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -8936161.000000 Penalty: 5350.816895
	Iteration 22Q: 3 clusters Score -8936161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -8936162.000000 Penalty: 5350.816895
	Iteration 23Q: 3 clusters Score -8936162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -8936164.000000 Penalty: 5350.816895
	Iteration 24Q: 3 clusters Score -8936164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -8936161.000000 Penalty: 5350.816895
	Iteration 25Q: 3 clusters Score -8936161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -8936170.000000 Penalty: 5350.816895
	Iteration 26Q: 3 clusters Score -8936170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -8936168.000000 Penalty: 5350.816895
	Iteration 27Q: 3 clusters Score -8936168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -8936167.000000 Penalty: 5350.816895
	Iteration 28Q: 3 clusters Score -8936167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -8936166.000000 Penalty: 5350.816895
	Iteration 29Q: 3 clusters Score -8936166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -8936168.000000 Penalty: 5350.816895
	Iteration 30Q: 3 clusters Score -8936168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -8936177.000000 Penalty: 5350.816895
	Iteration 31Q: 3 clusters Score -8936177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -8936181.000000 Penalty: 5350.816895
	Iteration 32Q: 3 clusters Score -8936181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -8936183.000000 Penalty: 5350.816895
	Iteration 33Q: 3 clusters Score -8936183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -8936183.000000 Penalty: 5350.816895
	Iteration 34F: 3 clusters Score -8936183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -484812.125000 Penalty: 1952.935303
	Iteration 0F: 2 clusters Score -484812.1 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 1344 members 
Entering Unmasked Estep 
Score: -481771.343750 Penalty: 3905.870605
	Iteration 0F: 3 clusters Score -481771.3 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -482375.812500 Penalty: 3905.870605
	Iteration 1F: 3 clusters Score -482375.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -482548.875000 Penalty: 3905.870605
	Iteration 2F: 3 clusters Score -482548.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -482655.156250 Penalty: 3905.870605
	Iteration 3Q: 3 clusters Score -482655.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -482734.437500 Penalty: 3905.870605
	Iteration 4Q: 3 clusters Score -482734.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -482788.125000 Penalty: 3905.870605
	Iteration 5Q: 3 clusters Score -482788.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -482821.875000 Penalty: 3905.870605
	Iteration 6Q: 3 clusters Score -482821.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -482843.718750 Penalty: 3905.870605
	Iteration 7Q: 3 clusters Score -482843.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -482858.156250 Penalty: 3905.870605
	Iteration 8Q: 3 clusters Score -482858.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -482865.031250 Penalty: 3905.870605
	Iteration 9Q: 3 clusters Score -482865 nChanged 14
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: -482871.406250 Penalty: 3905.870605
	Iteration 10Q: 3 clusters Score -482871.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -482877.281250 Penalty: 3905.870605
	Iteration 11Q: 3 clusters Score -482877.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -482881.750000 Penalty: 3905.870605
	Iteration 12Q: 3 clusters Score -482881.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -482884.312500 Penalty: 3905.870605
	Iteration 13Q: 3 clusters Score -482884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -482884.625000 Penalty: 3905.870605
	Iteration 14Q: 3 clusters Score -482884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -482884.968750 Penalty: 3905.870605
	Iteration 15Q: 3 clusters Score -482885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -482885.656250 Penalty: 3905.870605
	Iteration 16Q: 3 clusters Score -482885.7 nChanged 5
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: -482889.218750 Penalty: 3905.870605
	Iteration 17Q: 3 clusters Score -482889.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -482891.843750 Penalty: 3905.870605
	Iteration 18Q: 3 clusters Score -482891.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -482892.937500 Penalty: 3905.870605
	Iteration 19Q: 3 clusters Score -482892.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -482892.937500 Penalty: 3905.870605
	Iteration 20F: 3 clusters Score -482892.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Entering Unmasked Estep 
Score: -1603351.625000 Penalty: 2247.624023
	Iteration 0F: 2 clusters Score -1603352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1596497.125000 Penalty: 4495.248047
	Iteration 0F: 3 clusters Score -1596497 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1598423.750000 Penalty: 4495.248047
	Iteration 1F: 3 clusters Score -1598424 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1598762.250000 Penalty: 4495.248047
	Iteration 2F: 3 clusters Score -1598762 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1599063.125000 Penalty: 4495.248047
	Iteration 3F: 3 clusters Score -1599063 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1599357.875000 Penalty: 4495.248047
	Iteration 4F: 3 clusters Score -1599358 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1599651.250000 Penalty: 4495.248047
	Iteration 5F: 3 clusters Score -1599651 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1599958.625000 Penalty: 4495.248047
	Iteration 6F: 3 clusters Score -1599959 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1600276.125000 Penalty: 4495.248047
	Iteration 7Q: 3 clusters Score -1600276 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1600613.250000 Penalty: 4495.248047
	Iteration 8Q: 3 clusters Score -1600613 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1600927.250000 Penalty: 4495.248047
	Iteration 9Q: 3 clusters Score -1600927 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1601146.875000 Penalty: 4495.248047
	Iteration 10Q: 3 clusters Score -1601147 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1601293.375000 Penalty: 4495.248047
	Iteration 11Q: 3 clusters Score -1601293 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1601389.500000 Penalty: 4495.248047
	Iteration 12Q: 3 clusters Score -1601390 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1601441.625000 Penalty: 4495.248047
	Iteration 13Q: 3 clusters Score -1601442 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1601466.000000 Penalty: 4495.248047
	Iteration 14Q: 3 clusters Score -1601466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1601483.250000 Penalty: 4495.248047
	Iteration 15Q: 3 clusters Score -1601483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1601491.750000 Penalty: 4495.248047
	Iteration 16Q: 3 clusters Score -1601492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1601494.750000 Penalty: 4495.248047
	Iteration 17Q: 3 clusters Score -1601495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1601500.750000 Penalty: 4495.248047
	Iteration 18Q: 3 clusters Score -1601501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1601503.500000 Penalty: 4495.248047
	Iteration 19Q: 3 clusters Score -1601504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1601504.625000 Penalty: 4495.248047
	Iteration 20F: 3 clusters Score -1601505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1601505.500000 Penalty: 4495.248047
	Iteration 21Q: 3 clusters Score -1601506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1601505.875000 Penalty: 4495.248047
	Iteration 22Q: 3 clusters Score -1601506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1601506.875000 Penalty: 4495.248047
	Iteration 23Q: 3 clusters Score -1601507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1601507.875000 Penalty: 4495.248047
	Iteration 24Q: 3 clusters Score -1601508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1601507.000000 Penalty: 4495.248047
	Iteration 25Q: 3 clusters Score -1601507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1601510.125000 Penalty: 4495.248047
	Iteration 26Q: 3 clusters Score -1601510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1601510.000000 Penalty: 4495.248047
	Iteration 27Q: 3 clusters Score -1601510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1601511.500000 Penalty: 4495.248047
	Iteration 28Q: 3 clusters Score -1601512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1601511.500000 Penalty: 4495.248047
	Iteration 29F: 3 clusters Score -1601512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Entering Unmasked Estep 
Score: -8964950.000000 Penalty: 2673.459961
	Iteration 0F: 2 clusters Score -8964950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -8935397.000000 Penalty: 5346.919922
	Iteration 0F: 3 clusters Score -8935397 nChanged 22030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -8947649.000000 Penalty: 5346.919922
	Iteration 1F: 3 clusters Score -8947649 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -8948317.000000 Penalty: 5346.919922
	Iteration 2Q: 3 clusters Score -8948317 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -8949087.000000 Penalty: 5346.919922
	Iteration 3Q: 3 clusters Score -8949087 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -8950125.000000 Penalty: 5346.919922
	Iteration 4Q: 3 clusters Score -8950125 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -8951518.000000 Penalty: 5346.919922
	Iteration 5Q: 3 clusters Score -8951518 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -8953278.000000 Penalty: 5346.919922
	Iteration 6F: 3 clusters Score -8953278 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -8955568.000000 Penalty: 5346.919922
	Iteration 7F: 3 clusters Score -8955568 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -8957886.000000 Penalty: 5346.919922
	Iteration 8F: 3 clusters Score -8957886 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -8959696.000000 Penalty: 5346.919922
	Iteration 9F: 3 clusters Score -8959696 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -8960796.000000 Penalty: 5346.919922
	Iteration 10Q: 3 clusters Score -8960796 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -8961367.000000 Penalty: 5346.919922
	Iteration 11Q: 3 clusters Score -8961367 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -8961664.000000 Penalty: 5346.919922
	Iteration 12Q: 3 clusters Score -8961664 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -8961806.000000 Penalty: 5346.919922
	Iteration 13Q: 3 clusters Score -8961806 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -8961930.000000 Penalty: 5346.919922
	Iteration 14Q: 3 clusters Score -8961930 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -8962014.000000 Penalty: 5346.919922
	Iteration 15Q: 3 clusters Score -8962014 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -8962084.000000 Penalty: 5346.919922
	Iteration 16Q: 3 clusters Score -8962084 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -8962158.000000 Penalty: 5346.919922
	Iteration 17Q: 3 clusters Score -8962158 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -8962251.000000 Penalty: 5346.919922
	Iteration 18Q: 3 clusters Score -8962251 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -8962322.000000 Penalty: 5346.919922
	Iteration 19Q: 3 clusters Score -8962322 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -8962381.000000 Penalty: 5346.919922
	Iteration 20F: 3 clusters Score -8962381 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -8962393.000000 Penalty: 5346.919922
	Iteration 21Q: 3 clusters Score -8962393 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -8962440.000000 Penalty: 5346.919922
	Iteration 22Q: 3 clusters Score -8962440 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -8962512.000000 Penalty: 5346.919922
	Iteration 23Q: 3 clusters Score -8962512 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -8962567.000000 Penalty: 5346.919922
	Iteration 24Q: 3 clusters Score -8962567 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -8962618.000000 Penalty: 5346.919922
	Iteration 25Q: 3 clusters Score -8962618 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -8962708.000000 Penalty: 5346.919922
	Iteration 26Q: 3 clusters Score -8962708 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -8962801.000000 Penalty: 5346.919922
	Iteration 27Q: 3 clusters Score -8962801 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -8962832.000000 Penalty: 5346.919922
	Iteration 28Q: 3 clusters Score -8962832 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -8962921.000000 Penalty: 5346.919922
	Iteration 29Q: 3 clusters Score -8962921 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -8963010.000000 Penalty: 5346.919922
	Iteration 30Q: 3 clusters Score -8963010 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -8963058.000000 Penalty: 5346.919922
	Iteration 31Q: 3 clusters Score -8963058 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -8963096.000000 Penalty: 5346.919922
	Iteration 32Q: 3 clusters Score -8963096 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -8963125.000000 Penalty: 5346.919922
	Iteration 33Q: 3 clusters Score -8963125 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -8963179.000000 Penalty: 5346.919922
	Iteration 34Q: 3 clusters Score -8963179 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -8963200.000000 Penalty: 5346.919922
	Iteration 35Q: 3 clusters Score -8963200 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -8963231.000000 Penalty: 5346.919922
	Iteration 36Q: 3 clusters Score -8963231 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -8963249.000000 Penalty: 5346.919922
	Iteration 37Q: 3 clusters Score -8963249 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -8963275.000000 Penalty: 5346.919922
	Iteration 38Q: 3 clusters Score -8963275 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -8963284.000000 Penalty: 5346.919922
	Iteration 39Q: 3 clusters Score -8963284 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -8963330.000000 Penalty: 5346.919922
	Iteration 40F: 3 clusters Score -8963330 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -8963340.000000 Penalty: 5346.919922
	Iteration 41Q: 3 clusters Score -8963340 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -8963345.000000 Penalty: 5346.919922
	Iteration 42Q: 3 clusters Score -8963345 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -8963377.000000 Penalty: 5346.919922
	Iteration 43Q: 3 clusters Score -8963377 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -8963398.000000 Penalty: 5346.919922
	Iteration 44Q: 3 clusters Score -8963398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -8963416.000000 Penalty: 5346.919922
	Iteration 45Q: 3 clusters Score -8963416 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -8963406.000000 Penalty: 5346.919922
	Iteration 46Q: 3 clusters Score -8963406 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -8963417.000000 Penalty: 5346.919922
	Iteration 47Q: 3 clusters Score -8963417 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -8963419.000000 Penalty: 5346.919922
	Iteration 48Q: 3 clusters Score -8963419 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -8963411.000000 Penalty: 5346.919922
	Iteration 49Q: 3 clusters Score -8963411 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -8963458.000000 Penalty: 5346.919922
	Iteration 50Q: 3 clusters Score -8963458 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -8963462.000000 Penalty: 5346.919922
	Iteration 51Q: 3 clusters Score -8963462 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -8963468.000000 Penalty: 5346.919922
	Iteration 52Q: 3 clusters Score -8963468 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -8963468.000000 Penalty: 5346.919922
	Iteration 53Q: 3 clusters Score -8963468 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -8963461.000000 Penalty: 5346.919922
	Iteration 54Q: 3 clusters Score -8963461 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -8963449.000000 Penalty: 5346.919922
	Iteration 55Q: 3 clusters Score -8963449 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -8963453.000000 Penalty: 5346.919922
	Iteration 56Q: 3 clusters Score -8963453 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -8963453.000000 Penalty: 5346.919922
	Iteration 57Q: 3 clusters Score -8963453 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8963450.000000 Penalty: 5346.919922
	Iteration 58Q: 3 clusters Score -8963450 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -8963452.000000 Penalty: 5346.919922
	Iteration 59Q: 3 clusters Score -8963452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -8963468.000000 Penalty: 5346.919922
	Iteration 60F: 3 clusters Score -8963468 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -8963483.000000 Penalty: 5346.919922
	Iteration 61Q: 3 clusters Score -8963483 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -8963470.000000 Penalty: 5346.919922
	Iteration 62Q: 3 clusters Score -8963470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -8963487.000000 Penalty: 5346.919922
	Iteration 63Q: 3 clusters Score -8963487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -8963492.000000 Penalty: 5346.919922
	Iteration 64Q: 3 clusters Score -8963492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -8963484.000000 Penalty: 5346.919922
	Iteration 65Q: 3 clusters Score -8963484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -8963498.000000 Penalty: 5346.919922
	Iteration 66Q: 3 clusters Score -8963498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -8963496.000000 Penalty: 5346.919922
	Iteration 67Q: 3 clusters Score -8963496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -8963494.000000 Penalty: 5346.919922
	Iteration 68Q: 3 clusters Score -8963494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -8963493.000000 Penalty: 5346.919922
	Iteration 69Q: 3 clusters Score -8963493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -8963493.000000 Penalty: 5346.919922
	Iteration 70Q: 3 clusters Score -8963493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -8963495.000000 Penalty: 5346.919922
	Iteration 71Q: 3 clusters Score -8963495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -8963491.000000 Penalty: 5346.919922
	Iteration 72Q: 3 clusters Score -8963491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -8963500.000000 Penalty: 5346.919922
	Iteration 73Q: 3 clusters Score -8963500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -8963479.000000 Penalty: 5346.919922
	Iteration 74Q: 3 clusters Score -8963479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -8963499.000000 Penalty: 5346.919922
	Iteration 75Q: 3 clusters Score -8963499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -8963500.000000 Penalty: 5346.919922
	Iteration 76Q: 3 clusters Score -8963500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -8963497.000000 Penalty: 5346.919922
	Iteration 77Q: 3 clusters Score -8963497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -8963504.000000 Penalty: 5346.919922
	Iteration 78Q: 3 clusters Score -8963504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -8963506.000000 Penalty: 5346.919922
	Iteration 79Q: 3 clusters Score -8963506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -8963507.000000 Penalty: 5346.919922
	Iteration 80F: 3 clusters Score -8963507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -8963503.000000 Penalty: 5346.919922
	Iteration 81Q: 3 clusters Score -8963503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -8963505.000000 Penalty: 5346.919922
	Iteration 82Q: 3 clusters Score -8963505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -8963503.000000 Penalty: 5346.919922
	Iteration 83Q: 3 clusters Score -8963503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -8963503.000000 Penalty: 5346.919922
	Iteration 84Q: 3 clusters Score -8963503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -8963518.000000 Penalty: 5346.919922
	Iteration 85Q: 3 clusters Score -8963518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -8963519.000000 Penalty: 5346.919922
	Iteration 86Q: 3 clusters Score -8963519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -8963512.000000 Penalty: 5346.919922
	Iteration 87Q: 3 clusters Score -8963512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -8963508.000000 Penalty: 5346.919922
	Iteration 88Q: 3 clusters Score -8963508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -8963508.000000 Penalty: 5346.919922
	Iteration 89F: 3 clusters Score -8963508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Entering Unmasked Estep 
Score: -7905673.000000 Penalty: 2651.478271
	Iteration 0F: 2 clusters Score -7905673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -7876002.000000 Penalty: 5302.956543
	Iteration 0F: 3 clusters Score -7876002 nChanged 20204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -7887162.000000 Penalty: 5302.956543
	Iteration 1F: 3 clusters Score -7887162 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -7887625.500000 Penalty: 5302.956543
	Iteration 2Q: 3 clusters Score -7887626 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -7888115.500000 Penalty: 5302.956543
	Iteration 3Q: 3 clusters Score -7888116 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -7888671.500000 Penalty: 5302.956543
	Iteration 4Q: 3 clusters Score -7888672 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -7889362.500000 Penalty: 5302.956543
	Iteration 5Q: 3 clusters Score -7889362 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -7890348.500000 Penalty: 5302.956543
	Iteration 6Q: 3 clusters Score -7890348 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -7891886.000000 Penalty: 5302.956543
	Iteration 7F: 3 clusters Score -7891886 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -7894169.000000 Penalty: 5302.956543
	Iteration 8F: 3 clusters Score -7894169 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -7896885.000000 Penalty: 5302.956543
	Iteration 9F: 3 clusters Score -7896885 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -7899458.000000 Penalty: 5302.956543
	Iteration 10F: 3 clusters Score -7899458 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -7901326.500000 Penalty: 5302.956543
	Iteration 11Q: 3 clusters Score -7901326 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -7902306.500000 Penalty: 5302.956543
	Iteration 12Q: 3 clusters Score -7902306 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -7902861.500000 Penalty: 5302.956543
	Iteration 13Q: 3 clusters Score -7902862 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -7903205.500000 Penalty: 5302.956543
	Iteration 14Q: 3 clusters Score -7903206 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -7903417.500000 Penalty: 5302.956543
	Iteration 15Q: 3 clusters Score -7903418 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -7903487.500000 Penalty: 5302.956543
	Iteration 16Q: 3 clusters Score -7903488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -7903533.500000 Penalty: 5302.956543
	Iteration 17Q: 3 clusters Score -7903534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -7903539.500000 Penalty: 5302.956543
	Iteration 18Q: 3 clusters Score -7903540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -7903564.000000 Penalty: 5302.956543
	Iteration 19Q: 3 clusters Score -7903564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -7903563.000000 Penalty: 5302.956543
	Iteration 20F: 3 clusters Score -7903563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -7903577.000000 Penalty: 5302.956543
	Iteration 21Q: 3 clusters Score -7903577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -7903578.500000 Penalty: 5302.956543
	Iteration 22Q: 3 clusters Score -7903578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -7903594.000000 Penalty: 5302.956543
	Iteration 23Q: 3 clusters Score -7903594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -7903601.000000 Penalty: 5302.956543
	Iteration 24Q: 3 clusters Score -7903601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -7903600.500000 Penalty: 5302.956543
	Iteration 25Q: 3 clusters Score -7903600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -7903592.500000 Penalty: 5302.956543
	Iteration 26Q: 3 clusters Score -7903592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -7903603.500000 Penalty: 5302.956543
	Iteration 27Q: 3 clusters Score -7903604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -7903597.500000 Penalty: 5302.956543
	Iteration 28Q: 3 clusters Score -7903598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -7903601.500000 Penalty: 5302.956543
	Iteration 29Q: 3 clusters Score -7903602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -7903593.500000 Penalty: 5302.956543
	Iteration 30Q: 3 clusters Score -7903594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -7903603.000000 Penalty: 5302.956543
	Iteration 31Q: 3 clusters Score -7903603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -7903603.500000 Penalty: 5302.956543
	Iteration 32Q: 3 clusters Score -7903604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -7903603.500000 Penalty: 5302.956543
	Iteration 33F: 3 clusters Score -7903604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Entering Unmasked Estep 
Score: -8738196.000000 Penalty: 2669.511719
	Iteration 0F: 2 clusters Score -8738196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -8708201.000000 Penalty: 5339.023438
	Iteration 0F: 3 clusters Score -8708201 nChanged 21794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -8720194.000000 Penalty: 5339.023438
	Iteration 1F: 3 clusters Score -8720194 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -8720638.000000 Penalty: 5339.023438
	Iteration 2Q: 3 clusters Score -8720638 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -8721143.000000 Penalty: 5339.023438
	Iteration 3Q: 3 clusters Score -8721143 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -8721880.000000 Penalty: 5339.023438
	Iteration 4Q: 3 clusters Score -8721880 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -8723139.000000 Penalty: 5339.023438
	Iteration 5F: 3 clusters Score -8723139 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -8725058.000000 Penalty: 5339.023438
	Iteration 6F: 3 clusters Score -8725058 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -8727975.000000 Penalty: 5339.023438
	Iteration 7F: 3 clusters Score -8727975 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -8731777.000000 Penalty: 5339.023438
	Iteration 8F: 3 clusters Score -8731777 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8734447.000000 Penalty: 5339.023438
	Iteration 9F: 3 clusters Score -8734447 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8735344.000000 Penalty: 5339.023438
	Iteration 10Q: 3 clusters Score -8735344 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8735637.000000 Penalty: 5339.023438
	Iteration 11Q: 3 clusters Score -8735637 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8735775.000000 Penalty: 5339.023438
	Iteration 12Q: 3 clusters Score -8735775 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8735845.000000 Penalty: 5339.023438
	Iteration 13Q: 3 clusters Score -8735845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8735869.000000 Penalty: 5339.023438
	Iteration 14Q: 3 clusters Score -8735869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8735893.000000 Penalty: 5339.023438
	Iteration 15Q: 3 clusters Score -8735893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8735911.000000 Penalty: 5339.023438
	Iteration 16Q: 3 clusters Score -8735911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8735916.000000 Penalty: 5339.023438
	Iteration 17Q: 3 clusters Score -8735916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8735924.000000 Penalty: 5339.023438
	Iteration 18Q: 3 clusters Score -8735924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8735918.000000 Penalty: 5339.023438
	Iteration 19Q: 3 clusters Score -8735918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -8735918.000000 Penalty: 5339.023438
	Iteration 20F: 3 clusters Score -8735918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Entering Unmasked Estep 
Score: -9928974.000000 Penalty: 2699.132080
	Iteration 0F: 2 clusters Score -9928974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -9898809.000000 Penalty: 5398.264160
	Iteration 0F: 3 clusters Score -9898809 nChanged 24671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -9912666.000000 Penalty: 5398.264160
	Iteration 1F: 3 clusters Score -9912666 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -9913601.000000 Penalty: 5398.264160
	Iteration 2Q: 3 clusters Score -9913601 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -9914791.000000 Penalty: 5398.264160
	Iteration 3F: 3 clusters Score -9914791 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -9916451.000000 Penalty: 5398.264160
	Iteration 4F: 3 clusters Score -9916451 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -9919079.000000 Penalty: 5398.264160
	Iteration 5F: 3 clusters Score -9919079 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -9922391.000000 Penalty: 5398.264160
	Iteration 6F: 3 clusters Score -9922391 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -9925019.000000 Penalty: 5398.264160
	Iteration 7F: 3 clusters Score -9925019 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -9926211.000000 Penalty: 5398.264160
	Iteration 8F: 3 clusters Score -9926211 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -9926553.000000 Penalty: 5398.264160
	Iteration 9Q: 3 clusters Score -9926553 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -9926603.000000 Penalty: 5398.264160
	Iteration 10Q: 3 clusters Score -9926603 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -9926637.000000 Penalty: 5398.264160
	Iteration 11Q: 3 clusters Score -9926637 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -9926682.000000 Penalty: 5398.264160
	Iteration 12Q: 3 clusters Score -9926682 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -9926725.000000 Penalty: 5398.264160
	Iteration 13Q: 3 clusters Score -9926725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -9926732.000000 Penalty: 5398.264160
	Iteration 14Q: 3 clusters Score -9926732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -9926752.000000 Penalty: 5398.264160
	Iteration 15Q: 3 clusters Score -9926752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -9926759.000000 Penalty: 5398.264160
	Iteration 16Q: 3 clusters Score -9926759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -9926772.000000 Penalty: 5398.264160
	Iteration 17Q: 3 clusters Score -9926772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -9926771.000000 Penalty: 5398.264160
	Iteration 18Q: 3 clusters Score -9926771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -9926779.000000 Penalty: 5398.264160
	Iteration 19Q: 3 clusters Score -9926779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -9926786.000000 Penalty: 5398.264160
	Iteration 20F: 3 clusters Score -9926786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -9926793.000000 Penalty: 5398.264160
	Iteration 21Q: 3 clusters Score -9926793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 52986 members 
Entering Unmasked Estep 
Score: -9926806.000000 Penalty: 5398.264160
	Iteration 22Q: 3 clusters Score -9926806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -9926812.000000 Penalty: 5398.264160
	Iteration 23Q: 3 clusters Score -9926812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -9926818.000000 Penalty: 5398.264160
	Iteration 24Q: 3 clusters Score -9926818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -9926829.000000 Penalty: 5398.264160
	Iteration 25Q: 3 clusters Score -9926829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -9926837.000000 Penalty: 5398.264160
	Iteration 26Q: 3 clusters Score -9926837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -9926839.000000 Penalty: 5398.264160
	Iteration 27Q: 3 clusters Score -9926839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -9926840.000000 Penalty: 5398.264160
	Iteration 28Q: 3 clusters Score -9926840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -9926840.000000 Penalty: 5398.264160
	Iteration 29F: 3 clusters Score -9926840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (33180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Entering Unmasked Estep 
Score: -6086785.000000 Penalty: 2581.606201
	Iteration 0F: 2 clusters Score -6086785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -6064163.000000 Penalty: 5163.212402
	Iteration 0F: 3 clusters Score -6064163 nChanged 14975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -6072297.500000 Penalty: 5163.212402
	Iteration 1F: 3 clusters Score -6072298 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -6072704.500000 Penalty: 5163.212402
	Iteration 2Q: 3 clusters Score -6072704 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -6073052.500000 Penalty: 5163.212402
	Iteration 3Q: 3 clusters Score -6073052 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -6073498.500000 Penalty: 5163.212402
	Iteration 4Q: 3 clusters Score -6073498 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -6074082.000000 Penalty: 5163.212402
	Iteration 5Q: 3 clusters Score -6074082 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -6074951.500000 Penalty: 5163.212402
	Iteration 6Q: 3 clusters Score -6074952 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -6076306.500000 Penalty: 5163.212402
	Iteration 7F: 3 clusters Score -6076306 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -6078271.000000 Penalty: 5163.212402
	Iteration 8F: 3 clusters Score -6078271 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -6080476.500000 Penalty: 5163.212402
	Iteration 9F: 3 clusters Score -6080476 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -6082437.500000 Penalty: 5163.212402
	Iteration 10F: 3 clusters Score -6082438 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -6083726.500000 Penalty: 5163.212402
	Iteration 11Q: 3 clusters Score -6083726 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -6084452.500000 Penalty: 5163.212402
	Iteration 12Q: 3 clusters Score -6084452 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -6084812.000000 Penalty: 5163.212402
	Iteration 13Q: 3 clusters Score -6084812 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -6084949.500000 Penalty: 5163.212402
	Iteration 14Q: 3 clusters Score -6084950 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -6085038.000000 Penalty: 5163.212402
	Iteration 15Q: 3 clusters Score -6085038 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -6085109.000000 Penalty: 5163.212402
	Iteration 16Q: 3 clusters Score -6085109 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -6085132.500000 Penalty: 5163.212402
	Iteration 17Q: 3 clusters Score -6085132 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -6085150.000000 Penalty: 5163.212402
	Iteration 18Q: 3 clusters Score -6085150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -6085158.000000 Penalty: 5163.212402
	Iteration 19Q: 3 clusters Score -6085158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -6085155.500000 Penalty: 5163.212402
	Iteration 20F: 3 clusters Score -6085156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -6085165.500000 Penalty: 5163.212402
	Iteration 21Q: 3 clusters Score -6085166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -6085163.500000 Penalty: 5163.212402
	Iteration 22Q: 3 clusters Score -6085164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -6085157.000000 Penalty: 5163.212402
	Iteration 23Q: 3 clusters Score -6085157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -6085155.500000 Penalty: 5163.212402
	Iteration 24Q: 3 clusters Score -6085156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -6085156.000000 Penalty: 5163.212402
	Iteration 25Q: 3 clusters Score -6085156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -6085175.000000 Penalty: 5163.212402
	Iteration 26Q: 3 clusters Score -6085175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -6085176.500000 Penalty: 5163.212402
	Iteration 27Q: 3 clusters Score -6085176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -6085175.000000 Penalty: 5163.212402
	Iteration 28Q: 3 clusters Score -6085175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -6085175.000000 Penalty: 5163.212402
	Iteration 29F: 3 clusters Score -6085175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -570103.187500 Penalty: 2006.875366
	Iteration 0F: 2 clusters Score -570103.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -566718.937500 Penalty: 4013.750732
	Iteration 0F: 3 clusters Score -566718.9 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -567422.437500 Penalty: 4013.750732
	Iteration 1F: 3 clusters Score -567422.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -567580.125000 Penalty: 4013.750732
	Iteration 2F: 3 clusters Score -567580.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -567676.062500 Penalty: 4013.750732
	Iteration 3Q: 3 clusters Score -567676.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -567760.250000 Penalty: 4013.750732
	Iteration 4Q: 3 clusters Score -567760.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -567834.875000 Penalty: 4013.750732
	Iteration 5Q: 3 clusters Score -567834.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -567900.875000 Penalty: 4013.750732
	Iteration 6Q: 3 clusters Score -567900.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -567964.062500 Penalty: 4013.750732
	Iteration 7Q: 3 clusters Score -567964.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -568028.375000 Penalty: 4013.750732
	Iteration 8Q: 3 clusters Score -568028.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -568122.375000 Penalty: 4013.750732
	Iteration 9Q: 3 clusters Score -568122.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -568219.937500 Penalty: 4013.750732
	Iteration 10Q: 3 clusters Score -568219.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -568311.125000 Penalty: 4013.750732
	Iteration 11Q: 3 clusters Score -568311.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -568399.625000 Penalty: 4013.750732
	Iteration 12Q: 3 clusters Score -568399.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -568467.687500 Penalty: 4013.750732
	Iteration 13Q: 3 clusters Score -568467.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -568521.937500 Penalty: 4013.750732
	Iteration 14Q: 3 clusters Score -568521.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -568569.312500 Penalty: 4013.750732
	Iteration 15Q: 3 clusters Score -568569.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -568623.687500 Penalty: 4013.750732
	Iteration 16Q: 3 clusters Score -568623.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -568652.562500 Penalty: 4013.750732
	Iteration 17Q: 3 clusters Score -568652.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -568677.625000 Penalty: 4013.750732
	Iteration 18Q: 3 clusters Score -568677.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -568699.125000 Penalty: 4013.750732
	Iteration 19Q: 3 clusters Score -568699.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -568726.437500 Penalty: 4013.750732
	Iteration 20F: 3 clusters Score -568726.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -568756.125000 Penalty: 4013.750732
	Iteration 21Q: 3 clusters Score -568756.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -568789.562500 Penalty: 4013.750732
	Iteration 22Q: 3 clusters Score -568789.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -568818.250000 Penalty: 4013.750732
	Iteration 23Q: 3 clusters Score -568818.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -568834.187500 Penalty: 4013.750732
	Iteration 24Q: 3 clusters Score -568834.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -568844.687500 Penalty: 4013.750732
	Iteration 25Q: 3 clusters Score -568844.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -568858.875000 Penalty: 4013.750732
	Iteration 26Q: 3 clusters Score -568858.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -568868.937500 Penalty: 4013.750732
	Iteration 27Q: 3 clusters Score -568868.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -568882.437500 Penalty: 4013.750732
	Iteration 28Q: 3 clusters Score -568882.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -568893.125000 Penalty: 4013.750732
	Iteration 29Q: 3 clusters Score -568893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -568897.437500 Penalty: 4013.750732
	Iteration 30Q: 3 clusters Score -568897.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -568900.750000 Penalty: 4013.750732
	Iteration 31Q: 3 clusters Score -568900.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -568902.187500 Penalty: 4013.750732
	Iteration 32Q: 3 clusters Score -568902.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -568903.937500 Penalty: 4013.750732
	Iteration 33Q: 3 clusters Score -568903.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -568906.812500 Penalty: 4013.750732
	Iteration 34Q: 3 clusters Score -568906.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -568909.000000 Penalty: 4013.750732
	Iteration 35Q: 3 clusters Score -568909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -568910.000000 Penalty: 4013.750732
	Iteration 36Q: 3 clusters Score -568910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -568910.375000 Penalty: 4013.750732
	Iteration 37Q: 3 clusters Score -568910.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -568910.375000 Penalty: 4013.750732
	Iteration 38F: 3 clusters Score -568910.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Entering Unmasked Estep 
Score: -8107875.500000 Penalty: 2651.122803
	Iteration 0F: 2 clusters Score -8107876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -8078769.500000 Penalty: 5302.245605
	Iteration 0F: 3 clusters Score -8078770 nChanged 20105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -8090074.000000 Penalty: 5302.245605
	Iteration 1F: 3 clusters Score -8090074 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -8090842.000000 Penalty: 5302.245605
	Iteration 2Q: 3 clusters Score -8090842 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -8091701.000000 Penalty: 5302.245605
	Iteration 3Q: 3 clusters Score -8091701 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -8092740.000000 Penalty: 5302.245605
	Iteration 4Q: 3 clusters Score -8092740 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -8093868.500000 Penalty: 5302.245605
	Iteration 5F: 3 clusters Score -8093868 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -8095293.000000 Penalty: 5302.245605
	Iteration 6F: 3 clusters Score -8095293 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -8097051.000000 Penalty: 5302.245605
	Iteration 7F: 3 clusters Score -8097051 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -8098921.500000 Penalty: 5302.245605
	Iteration 8F: 3 clusters Score -8098922 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -8100509.500000 Penalty: 5302.245605
	Iteration 9F: 3 clusters Score -8100510 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -8101411.000000 Penalty: 5302.245605
	Iteration 10Q: 3 clusters Score -8101411 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -8101777.500000 Penalty: 5302.245605
	Iteration 11Q: 3 clusters Score -8101778 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -8102007.500000 Penalty: 5302.245605
	Iteration 12Q: 3 clusters Score -8102008 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -8102215.000000 Penalty: 5302.245605
	Iteration 13Q: 3 clusters Score -8102215 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -8102389.000000 Penalty: 5302.245605
	Iteration 14Q: 3 clusters Score -8102389 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -8102613.500000 Penalty: 5302.245605
	Iteration 15Q: 3 clusters Score -8102614 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -8102738.000000 Penalty: 5302.245605
	Iteration 16Q: 3 clusters Score -8102738 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -8102885.000000 Penalty: 5302.245605
	Iteration 17Q: 3 clusters Score -8102885 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -8103025.500000 Penalty: 5302.245605
	Iteration 18Q: 3 clusters Score -8103026 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -8103158.000000 Penalty: 5302.245605
	Iteration 19Q: 3 clusters Score -8103158 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -8103256.000000 Penalty: 5302.245605
	Iteration 20F: 3 clusters Score -8103256 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -8103348.000000 Penalty: 5302.245605
	Iteration 21Q: 3 clusters Score -8103348 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -8103431.500000 Penalty: 5302.245605
	Iteration 22Q: 3 clusters Score -8103432 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -8103480.000000 Penalty: 5302.245605
	Iteration 23Q: 3 clusters Score -8103480 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -8103567.000000 Penalty: 5302.245605
	Iteration 24Q: 3 clusters Score -8103567 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -8103612.000000 Penalty: 5302.245605
	Iteration 25Q: 3 clusters Score -8103612 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -8103662.500000 Penalty: 5302.245605
	Iteration 26Q: 3 clusters Score -8103662 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -8103748.500000 Penalty: 5302.245605
	Iteration 27Q: 3 clusters Score -8103748 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -8103769.500000 Penalty: 5302.245605
	Iteration 28Q: 3 clusters Score -8103770 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -8103819.000000 Penalty: 5302.245605
	Iteration 29Q: 3 clusters Score -8103819 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -8103845.000000 Penalty: 5302.245605
	Iteration 30Q: 3 clusters Score -8103845 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -8103872.000000 Penalty: 5302.245605
	Iteration 31Q: 3 clusters Score -8103872 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -8103918.500000 Penalty: 5302.245605
	Iteration 32Q: 3 clusters Score -8103918 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -8103976.500000 Penalty: 5302.245605
	Iteration 33Q: 3 clusters Score -8103976 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -8103987.000000 Penalty: 5302.245605
	Iteration 34Q: 3 clusters Score -8103987 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -8103993.000000 Penalty: 5302.245605
	Iteration 35Q: 3 clusters Score -8103993 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -8104024.000000 Penalty: 5302.245605
	Iteration 36Q: 3 clusters Score -8104024 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -8104046.000000 Penalty: 5302.245605
	Iteration 37Q: 3 clusters Score -8104046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -8104063.000000 Penalty: 5302.245605
	Iteration 38Q: 3 clusters Score -8104063 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -8104072.000000 Penalty: 5302.245605
	Iteration 39Q: 3 clusters Score -8104072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -8104086.500000 Penalty: 5302.245605
	Iteration 40F: 3 clusters Score -8104086 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -8104091.500000 Penalty: 5302.245605
	Iteration 41Q: 3 clusters Score -8104092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -8104097.000000 Penalty: 5302.245605
	Iteration 42Q: 3 clusters Score -8104097 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -8104089.000000 Penalty: 5302.245605
	Iteration 43Q: 3 clusters Score -8104089 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -8104112.000000 Penalty: 5302.245605
	Iteration 44Q: 3 clusters Score -8104112 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -8104108.000000 Penalty: 5302.245605
	Iteration 45Q: 3 clusters Score -8104108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -8104129.000000 Penalty: 5302.245605
	Iteration 46Q: 3 clusters Score -8104129 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -8104125.000000 Penalty: 5302.245605
	Iteration 47Q: 3 clusters Score -8104125 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -8104130.500000 Penalty: 5302.245605
	Iteration 48Q: 3 clusters Score -8104130 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -8104155.500000 Penalty: 5302.245605
	Iteration 49Q: 3 clusters Score -8104156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -8104172.000000 Penalty: 5302.245605
	Iteration 50Q: 3 clusters Score -8104172 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -8104149.000000 Penalty: 5302.245605
	Iteration 51Q: 3 clusters Score -8104149 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -8104137.500000 Penalty: 5302.245605
	Iteration 52Q: 3 clusters Score -8104138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -8104155.000000 Penalty: 5302.245605
	Iteration 53Q: 3 clusters Score -8104155 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -8104167.000000 Penalty: 5302.245605
	Iteration 54Q: 3 clusters Score -8104167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -8104175.000000 Penalty: 5302.245605
	Iteration 55Q: 3 clusters Score -8104175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -8104172.500000 Penalty: 5302.245605
	Iteration 56Q: 3 clusters Score -8104172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -8104169.500000 Penalty: 5302.245605
	Iteration 57Q: 3 clusters Score -8104170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -8104179.000000 Penalty: 5302.245605
	Iteration 58Q: 3 clusters Score -8104179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -8104175.000000 Penalty: 5302.245605
	Iteration 59Q: 3 clusters Score -8104175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -8104190.500000 Penalty: 5302.245605
	Iteration 60F: 3 clusters Score -8104190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -8104187.000000 Penalty: 5302.245605
	Iteration 61Q: 3 clusters Score -8104187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -8104188.000000 Penalty: 5302.245605
	Iteration 62Q: 3 clusters Score -8104188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -8104193.000000 Penalty: 5302.245605
	Iteration 63Q: 3 clusters Score -8104193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -8104181.500000 Penalty: 5302.245605
	Iteration 64Q: 3 clusters Score -8104182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -8104175.500000 Penalty: 5302.245605
	Iteration 65Q: 3 clusters Score -8104176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -8104182.500000 Penalty: 5302.245605
	Iteration 66Q: 3 clusters Score -8104182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -8104172.000000 Penalty: 5302.245605
	Iteration 67Q: 3 clusters Score -8104172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -8104173.500000 Penalty: 5302.245605
	Iteration 68Q: 3 clusters Score -8104174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -8104189.500000 Penalty: 5302.245605
	Iteration 69Q: 3 clusters Score -8104190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -8104186.000000 Penalty: 5302.245605
	Iteration 70Q: 3 clusters Score -8104186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -8104183.000000 Penalty: 5302.245605
	Iteration 71Q: 3 clusters Score -8104183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -8104189.000000 Penalty: 5302.245605
	Iteration 72Q: 3 clusters Score -8104189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -8104191.500000 Penalty: 5302.245605
	Iteration 73Q: 3 clusters Score -8104192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -8104198.500000 Penalty: 5302.245605
	Iteration 74Q: 3 clusters Score -8104198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -8104189.000000 Penalty: 5302.245605
	Iteration 75Q: 3 clusters Score -8104189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -8104193.000000 Penalty: 5302.245605
	Iteration 76Q: 3 clusters Score -8104193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -8104201.000000 Penalty: 5302.245605
	Iteration 77Q: 3 clusters Score -8104201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -8104211.000000 Penalty: 5302.245605
	Iteration 78Q: 3 clusters Score -8104211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -8104212.500000 Penalty: 5302.245605
	Iteration 79Q: 3 clusters Score -8104212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -8104205.500000 Penalty: 5302.245605
	Iteration 80F: 3 clusters Score -8104206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -8104200.000000 Penalty: 5302.245605
	Iteration 81Q: 3 clusters Score -8104200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -8104198.500000 Penalty: 5302.245605
	Iteration 82Q: 3 clusters Score -8104198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -8104193.500000 Penalty: 5302.245605
	Iteration 83Q: 3 clusters Score -8104194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -8104195.000000 Penalty: 5302.245605
	Iteration 84Q: 3 clusters Score -8104195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -8104188.000000 Penalty: 5302.245605
	Iteration 85Q: 3 clusters Score -8104188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -8104195.000000 Penalty: 5302.245605
	Iteration 86Q: 3 clusters Score -8104195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -8104201.000000 Penalty: 5302.245605
	Iteration 87Q: 3 clusters Score -8104201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -8104198.000000 Penalty: 5302.245605
	Iteration 88Q: 3 clusters Score -8104198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -8104192.000000 Penalty: 5302.245605
	Iteration 89Q: 3 clusters Score -8104192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -8104188.500000 Penalty: 5302.245605
	Iteration 90Q: 3 clusters Score -8104188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -8104192.500000 Penalty: 5302.245605
	Iteration 91Q: 3 clusters Score -8104192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -8104194.000000 Penalty: 5302.245605
	Iteration 92Q: 3 clusters Score -8104194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -8104197.500000 Penalty: 5302.245605
	Iteration 93Q: 3 clusters Score -8104198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -8104202.000000 Penalty: 5302.245605
	Iteration 94Q: 3 clusters Score -8104202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -8104208.000000 Penalty: 5302.245605
	Iteration 95Q: 3 clusters Score -8104208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -8104208.500000 Penalty: 5302.245605
	Iteration 96Q: 3 clusters Score -8104208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -8104206.000000 Penalty: 5302.245605
	Iteration 97Q: 3 clusters Score -8104206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -8104207.000000 Penalty: 5302.245605
	Iteration 98Q: 3 clusters Score -8104207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -8104206.500000 Penalty: 5302.245605
	Iteration 99Q: 3 clusters Score -8104206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -8104203.500000 Penalty: 5302.245605
	Iteration 100F: 3 clusters Score -8104204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -8104210.000000 Penalty: 5302.245605
	Iteration 101Q: 3 clusters Score -8104210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -8104218.000000 Penalty: 5302.245605
	Iteration 102Q: 3 clusters Score -8104218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -8104214.000000 Penalty: 5302.245605
	Iteration 103Q: 3 clusters Score -8104214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -8104219.500000 Penalty: 5302.245605
	Iteration 104Q: 3 clusters Score -8104220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -8104224.000000 Penalty: 5302.245605
	Iteration 105Q: 3 clusters Score -8104224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -8104219.500000 Penalty: 5302.245605
	Iteration 106Q: 3 clusters Score -8104220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -8104210.500000 Penalty: 5302.245605
	Iteration 107Q: 3 clusters Score -8104210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -8104219.000000 Penalty: 5302.245605
	Iteration 108Q: 3 clusters Score -8104219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -8104214.500000 Penalty: 5302.245605
	Iteration 109Q: 3 clusters Score -8104214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -8104218.000000 Penalty: 5302.245605
	Iteration 110Q: 3 clusters Score -8104218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -8104218.500000 Penalty: 5302.245605
	Iteration 111Q: 3 clusters Score -8104218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -8104214.500000 Penalty: 5302.245605
	Iteration 112Q: 3 clusters Score -8104214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -8104223.000000 Penalty: 5302.245605
	Iteration 113Q: 3 clusters Score -8104223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -8104221.500000 Penalty: 5302.245605
	Iteration 114Q: 3 clusters Score -8104222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -8104210.000000 Penalty: 5302.245605
	Iteration 115Q: 3 clusters Score -8104210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -8104215.500000 Penalty: 5302.245605
	Iteration 116Q: 3 clusters Score -8104216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -8104215.500000 Penalty: 5302.245605
	Iteration 117F: 3 clusters Score -8104216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Entering Unmasked Estep 
Score: -8666013.000000 Penalty: 2666.896973
	Iteration 0F: 2 clusters Score -8666013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -8637020.000000 Penalty: 5333.793945
	Iteration 0F: 3 clusters Score -8637020 nChanged 21446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8648957.000000 Penalty: 5333.793945
	Iteration 1F: 3 clusters Score -8648957 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -8649568.000000 Penalty: 5333.793945
	Iteration 2Q: 3 clusters Score -8649568 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -8650308.000000 Penalty: 5333.793945
	Iteration 3Q: 3 clusters Score -8650308 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -8651504.000000 Penalty: 5333.793945
	Iteration 4F: 3 clusters Score -8651504 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -8653435.000000 Penalty: 5333.793945
	Iteration 5F: 3 clusters Score -8653435 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -8656113.000000 Penalty: 5333.793945
	Iteration 6F: 3 clusters Score -8656113 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -8659281.000000 Penalty: 5333.793945
	Iteration 7F: 3 clusters Score -8659281 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -8661774.000000 Penalty: 5333.793945
	Iteration 8F: 3 clusters Score -8661774 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -8663631.000000 Penalty: 5333.793945
	Iteration 9Q: 3 clusters Score -8663631 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -8664522.000000 Penalty: 5333.793945
	Iteration 10Q: 3 clusters Score -8664522 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8664866.000000 Penalty: 5333.793945
	Iteration 11Q: 3 clusters Score -8664866 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8664934.000000 Penalty: 5333.793945
	Iteration 12Q: 3 clusters Score -8664934 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8664948.000000 Penalty: 5333.793945
	Iteration 13Q: 3 clusters Score -8664948 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8664923.000000 Penalty: 5333.793945
	Iteration 14Q: 3 clusters Score -8664923 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8664867.000000 Penalty: 5333.793945
	Iteration 15Q: 3 clusters Score -8664867 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8664864.000000 Penalty: 5333.793945
	Iteration 16Q: 3 clusters Score -8664864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8664850.000000 Penalty: 5333.793945
	Iteration 17Q: 3 clusters Score -8664850 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8664803.000000 Penalty: 5333.793945
	Iteration 18Q: 3 clusters Score -8664803 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8664766.000000 Penalty: 5333.793945
	Iteration 19Q: 3 clusters Score -8664766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8664722.000000 Penalty: 5333.793945
	Iteration 20F: 3 clusters Score -8664722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8664695.000000 Penalty: 5333.793945
	Iteration 21Q: 3 clusters Score -8664695 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8664684.000000 Penalty: 5333.793945
	Iteration 22Q: 3 clusters Score -8664684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8664690.000000 Penalty: 5333.793945
	Iteration 23Q: 3 clusters Score -8664690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8664679.000000 Penalty: 5333.793945
	Iteration 24Q: 3 clusters Score -8664679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8664672.000000 Penalty: 5333.793945
	Iteration 25Q: 3 clusters Score -8664672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8664638.000000 Penalty: 5333.793945
	Iteration 26Q: 3 clusters Score -8664638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8664633.000000 Penalty: 5333.793945
	Iteration 27Q: 3 clusters Score -8664633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45824 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8664626.000000 Penalty: 5333.793945
	Iteration 28Q: 3 clusters Score -8664626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8664626.000000 Penalty: 5333.793945
	Iteration 29Q: 3 clusters Score -8664626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8664615.000000 Penalty: 5333.793945
	Iteration 30Q: 3 clusters Score -8664615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8664625.000000 Penalty: 5333.793945
	Iteration 31Q: 3 clusters Score -8664625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8664629.000000 Penalty: 5333.793945
	Iteration 32Q: 3 clusters Score -8664629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8664622.000000 Penalty: 5333.793945
	Iteration 33Q: 3 clusters Score -8664622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8664621.000000 Penalty: 5333.793945
	Iteration 34Q: 3 clusters Score -8664621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8664613.000000 Penalty: 5333.793945
	Iteration 35Q: 3 clusters Score -8664613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8664614.000000 Penalty: 5333.793945
	Iteration 36Q: 3 clusters Score -8664614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8664620.000000 Penalty: 5333.793945
	Iteration 37Q: 3 clusters Score -8664620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8664610.000000 Penalty: 5333.793945
	Iteration 38Q: 3 clusters Score -8664610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8664609.000000 Penalty: 5333.793945
	Iteration 39Q: 3 clusters Score -8664609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8664607.000000 Penalty: 5333.793945
	Iteration 40F: 3 clusters Score -8664607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8664612.000000 Penalty: 5333.793945
	Iteration 41Q: 3 clusters Score -8664612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8664602.000000 Penalty: 5333.793945
	Iteration 42Q: 3 clusters Score -8664602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8664593.000000 Penalty: 5333.793945
	Iteration 43Q: 3 clusters Score -8664593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8664595.000000 Penalty: 5333.793945
	Iteration 44Q: 3 clusters Score -8664595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8664598.000000 Penalty: 5333.793945
	Iteration 45Q: 3 clusters Score -8664598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8664592.000000 Penalty: 5333.793945
	Iteration 46Q: 3 clusters Score -8664592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8664594.000000 Penalty: 5333.793945
	Iteration 47Q: 3 clusters Score -8664594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8664588.000000 Penalty: 5333.793945
	Iteration 48Q: 3 clusters Score -8664588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8664589.000000 Penalty: 5333.793945
	Iteration 49Q: 3 clusters Score -8664589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8664584.000000 Penalty: 5333.793945
	Iteration 50Q: 3 clusters Score -8664584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8664581.000000 Penalty: 5333.793945
	Iteration 51Q: 3 clusters Score -8664581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8664583.000000 Penalty: 5333.793945
	Iteration 52Q: 3 clusters Score -8664583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8664583.000000 Penalty: 5333.793945
	Iteration 53F: 3 clusters Score -8664583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -248004.828125 Penalty: 1819.883057
	Iteration 0F: 2 clusters Score -248004.8 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 770 members 
Entering Unmasked Estep 
Score: -245715.625000 Penalty: 3639.766113
	Iteration 0F: 3 clusters Score -245715.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -246272.218750 Penalty: 3639.766113
	Iteration 1F: 3 clusters Score -246272.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -246561.500000 Penalty: 3639.766113
	Iteration 2F: 3 clusters Score -246561.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -246788.031250 Penalty: 3639.766113
	Iteration 3F: 3 clusters Score -246788 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -246969.750000 Penalty: 3639.766113
	Iteration 4F: 3 clusters Score -246969.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -247075.359375 Penalty: 3639.766113
	Iteration 5Q: 3 clusters Score -247075.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -247147.328125 Penalty: 3639.766113
	Iteration 6Q: 3 clusters Score -247147.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -247267.593750 Penalty: 3639.766113
	Iteration 7Q: 3 clusters Score -247267.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -247459.875000 Penalty: 3639.766113
	Iteration 8Q: 3 clusters Score -247459.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -247605.171875 Penalty: 3639.766113
	Iteration 9Q: 3 clusters Score -247605.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -247688.187500 Penalty: 3639.766113
	Iteration 10Q: 3 clusters Score -247688.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -247712.078125 Penalty: 3639.766113
	Iteration 11Q: 3 clusters Score -247712.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -247720.750000 Penalty: 3639.766113
	Iteration 12Q: 3 clusters Score -247720.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -247728.375000 Penalty: 3639.766113
	Iteration 13Q: 3 clusters Score -247728.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -247735.734375 Penalty: 3639.766113
	Iteration 14Q: 3 clusters Score -247735.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -247736.421875 Penalty: 3639.766113
	Iteration 15Q: 3 clusters Score -247736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -247736.421875 Penalty: 3639.766113
	Iteration 16F: 3 clusters Score -247736.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Entering Unmasked Estep 
Score: -8838088.000000 Penalty: 2671.183838
	Iteration 0F: 2 clusters Score -8838088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -8809522.000000 Penalty: 5342.367676
	Iteration 0F: 3 clusters Score -8809522 nChanged 21853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -8821424.000000 Penalty: 5342.367676
	Iteration 1F: 3 clusters Score -8821424 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -8822031.000000 Penalty: 5342.367676
	Iteration 2Q: 3 clusters Score -8822031 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -8822671.000000 Penalty: 5342.367676
	Iteration 3Q: 3 clusters Score -8822671 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -8823466.000000 Penalty: 5342.367676
	Iteration 4Q: 3 clusters Score -8823466 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8824358.000000 Penalty: 5342.367676
	Iteration 5Q: 3 clusters Score -8824358 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -8825603.000000 Penalty: 5342.367676
	Iteration 6F: 3 clusters Score -8825603 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -8827247.000000 Penalty: 5342.367676
	Iteration 7F: 3 clusters Score -8827247 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -8829406.000000 Penalty: 5342.367676
	Iteration 8F: 3 clusters Score -8829406 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -8831659.000000 Penalty: 5342.367676
	Iteration 9F: 3 clusters Score -8831659 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -8833082.000000 Penalty: 5342.367676
	Iteration 10F: 3 clusters Score -8833082 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -8833571.000000 Penalty: 5342.367676
	Iteration 11Q: 3 clusters Score -8833571 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -8833776.000000 Penalty: 5342.367676
	Iteration 12Q: 3 clusters Score -8833776 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -8833845.000000 Penalty: 5342.367676
	Iteration 13Q: 3 clusters Score -8833845 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -8833892.000000 Penalty: 5342.367676
	Iteration 14Q: 3 clusters Score -8833892 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -8833953.000000 Penalty: 5342.367676
	Iteration 15Q: 3 clusters Score -8833953 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -8833978.000000 Penalty: 5342.367676
	Iteration 16Q: 3 clusters Score -8833978 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -8834030.000000 Penalty: 5342.367676
	Iteration 17Q: 3 clusters Score -8834030 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -8834028.000000 Penalty: 5342.367676
	Iteration 18Q: 3 clusters Score -8834028 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -8834029.000000 Penalty: 5342.367676
	Iteration 19Q: 3 clusters Score -8834029 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -8834048.000000 Penalty: 5342.367676
	Iteration 20F: 3 clusters Score -8834048 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -8834078.000000 Penalty: 5342.367676
	Iteration 21Q: 3 clusters Score -8834078 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -8834096.000000 Penalty: 5342.367676
	Iteration 22Q: 3 clusters Score -8834096 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -8834115.000000 Penalty: 5342.367676
	Iteration 23Q: 3 clusters Score -8834115 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -8834134.000000 Penalty: 5342.367676
	Iteration 24Q: 3 clusters Score -8834134 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 19767 members 
Entering Unmasked Estep 
Score: -8834179.000000 Penalty: 5342.367676
	Iteration 25Q: 3 clusters Score -8834179 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -8834189.000000 Penalty: 5342.367676
	Iteration 26Q: 3 clusters Score -8834189 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -8834193.000000 Penalty: 5342.367676
	Iteration 27Q: 3 clusters Score -8834193 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -8834212.000000 Penalty: 5342.367676
	Iteration 28Q: 3 clusters Score -8834212 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -8834233.000000 Penalty: 5342.367676
	Iteration 29Q: 3 clusters Score -8834233 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -8834246.000000 Penalty: 5342.367676
	Iteration 30Q: 3 clusters Score -8834246 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -8834251.000000 Penalty: 5342.367676
	Iteration 31Q: 3 clusters Score -8834251 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -8834264.000000 Penalty: 5342.367676
	Iteration 32Q: 3 clusters Score -8834264 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -8834275.000000 Penalty: 5342.367676
	Iteration 33Q: 3 clusters Score -8834275 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -8834314.000000 Penalty: 5342.367676
	Iteration 34Q: 3 clusters Score -8834314 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -8834347.000000 Penalty: 5342.367676
	Iteration 35Q: 3 clusters Score -8834347 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -8834365.000000 Penalty: 5342.367676
	Iteration 36Q: 3 clusters Score -8834365 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -8834397.000000 Penalty: 5342.367676
	Iteration 37Q: 3 clusters Score -8834397 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -8834392.000000 Penalty: 5342.367676
	Iteration 38Q: 3 clusters Score -8834392 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -8834406.000000 Penalty: 5342.367676
	Iteration 39Q: 3 clusters Score -8834406 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -8834427.000000 Penalty: 5342.367676
	Iteration 40F: 3 clusters Score -8834427 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -8834447.000000 Penalty: 5342.367676
	Iteration 41Q: 3 clusters Score -8834447 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -8834458.000000 Penalty: 5342.367676
	Iteration 42Q: 3 clusters Score -8834458 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -8834510.000000 Penalty: 5342.367676
	Iteration 43Q: 3 clusters Score -8834510 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8834597 nChanged 221
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Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8834694 nChanged 197
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Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8834747 nChanged 226
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Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8834799 nChanged 218
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Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8834873 nChanged 209
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Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29965 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8835080 nChanged 307
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Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8835151 nChanged 313
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Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8835303 nChanged 322
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Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8835386 nChanged 349
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Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8835487 nChanged 345
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Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8835586 nChanged 364
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Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 16550 members 
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	Iteration 61Q: 3 clusters Score -8835676 nChanged 353
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Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8835825 nChanged 294
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Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8835903 nChanged 282
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Mstep: Class 1 contains 31392 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8836032 nChanged 230
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Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8836040 nChanged 238
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Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8836134 nChanged 184
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Mstep: Class 1 contains 31554 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31579 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31609 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8836312 nChanged 145
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8836328 nChanged 131
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8836407 nChanged 119
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8836414 nChanged 109
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8836470 nChanged 69
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8836478 nChanged 76
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8836497 nChanged 65
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8836510 nChanged 71
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Mstep: Class 1 contains 32294 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8836512 nChanged 75
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Mstep: Class 1 contains 32341 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8836542 nChanged 78
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8836543 nChanged 76
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Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 15123 members 
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	Iteration 91Q: 3 clusters Score -8836543 nChanged 69
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Mstep: Class 1 contains 32541 members 
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	Iteration 92Q: 3 clusters Score -8836557 nChanged 53
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	Iteration 93Q: 3 clusters Score -8836558 nChanged 60
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Mstep: Class 1 contains 32628 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8836559 nChanged 59
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	Iteration 95Q: 3 clusters Score -8836575 nChanged 57
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	Iteration 96Q: 3 clusters Score -8836594 nChanged 38
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	Iteration 97Q: 3 clusters Score -8836586 nChanged 38
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	Iteration 98Q: 3 clusters Score -8836602 nChanged 32
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	Iteration 99Q: 3 clusters Score -8836597 nChanged 37
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8836583 nChanged 28
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Mstep: Class 1 contains 32843 members 
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	Iteration 101Q: 3 clusters Score -8836575 nChanged 17
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	Iteration 102Q: 3 clusters Score -8836583 nChanged 22
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	Iteration 103Q: 3 clusters Score -8836602 nChanged 24
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	Iteration 104Q: 3 clusters Score -8836592 nChanged 20
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	Iteration 105Q: 3 clusters Score -8836597 nChanged 22
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	Iteration 106Q: 3 clusters Score -8836603 nChanged 40
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	Iteration 107Q: 3 clusters Score -8836597 nChanged 30
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8836600 nChanged 38
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8836618 nChanged 37
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	Iteration 110Q: 3 clusters Score -8836628 nChanged 36
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	Iteration 111Q: 3 clusters Score -8836628 nChanged 34
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	Iteration 112Q: 3 clusters Score -8836625 nChanged 25
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	Iteration 113Q: 3 clusters Score -8836634 nChanged 23
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	Iteration 114Q: 3 clusters Score -8836635 nChanged 26
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	Iteration 115Q: 3 clusters Score -8836647 nChanged 21
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	Iteration 116Q: 3 clusters Score -8836656 nChanged 22
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	Iteration 117Q: 3 clusters Score -8836652 nChanged 17
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	Iteration 118Q: 3 clusters Score -8836650 nChanged 25
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	Iteration 119Q: 3 clusters Score -8836665 nChanged 14
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	Iteration 120F: 3 clusters Score -8836672 nChanged 14
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	Iteration 121Q: 3 clusters Score -8836664 nChanged 8
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	Iteration 122Q: 3 clusters Score -8836661 nChanged 8
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	Iteration 123Q: 3 clusters Score -8836659 nChanged 4
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	Iteration 124Q: 3 clusters Score -8836660 nChanged 4
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	Iteration 125Q: 3 clusters Score -8836662 nChanged 7
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	Iteration 126Q: 3 clusters Score -8836667 nChanged 10
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	Iteration 127Q: 3 clusters Score -8836669 nChanged 18
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	Iteration 128Q: 3 clusters Score -8836697 nChanged 19
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	Iteration 129Q: 3 clusters Score -8836698 nChanged 18
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	Iteration 130Q: 3 clusters Score -8836692 nChanged 19
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	Iteration 131Q: 3 clusters Score -8836710 nChanged 18
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	Iteration 132Q: 3 clusters Score -8836721 nChanged 24
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	Iteration 133Q: 3 clusters Score -8836722 nChanged 24
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	Iteration 134Q: 3 clusters Score -8836732 nChanged 17
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	Iteration 135Q: 3 clusters Score -8836716 nChanged 12
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	Iteration 136Q: 3 clusters Score -8836719 nChanged 18
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	Iteration 137Q: 3 clusters Score -8836718 nChanged 18
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	Iteration 138Q: 3 clusters Score -8836700 nChanged 13
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Mstep: Class 2 contains 14126 members 
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	Iteration 139Q: 3 clusters Score -8836691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8836697 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8836707 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8836720 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8836737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8836737 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -8836744.000000 Penalty: 5342.367676
	Iteration 145Q: 3 clusters Score -8836744 nChanged 60
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Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8836760 nChanged 57
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Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8836765 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8836774 nChanged 52
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Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8836770 nChanged 51
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Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8836772 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -8836794.000000 Penalty: 5342.367676
	Iteration 151Q: 3 clusters Score -8836794 nChanged 55
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Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8836780 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8836779 nChanged 62
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Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8836773 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8836771 nChanged 55
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Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8836786 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8836796 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8836804 nChanged 49
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Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8836810 nChanged 40
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Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -8836815.000000 Penalty: 5342.367676
	Iteration 160F: 3 clusters Score -8836815 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8836833 nChanged 49
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Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8836850 nChanged 59
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Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8836862 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8836841 nChanged 63
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Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -8836831.000000 Penalty: 5342.367676
	Iteration 165Q: 3 clusters Score -8836831 nChanged 49
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Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -8836840.000000 Penalty: 5342.367676
	Iteration 166Q: 3 clusters Score -8836840 nChanged 45
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Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8836863 nChanged 53
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Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8836854 nChanged 61
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Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8836877 nChanged 68
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Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8836885 nChanged 54
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Mstep: Class 1 contains 35048 members 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8836900 nChanged 52
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Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8836890 nChanged 46
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Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8836910 nChanged 57
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Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8836910 nChanged 62
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Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8836905 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8836908 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8836916 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -8836922.000000 Penalty: 5342.367676
	Iteration 178Q: 3 clusters Score -8836922 nChanged 46
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Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -8836936 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -8836937 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8836940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8836953 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8836982 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8836999 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -8837022.000000 Penalty: 5342.367676
	Iteration 185Q: 3 clusters Score -8837022 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8837033 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8837033 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8837029 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8837029 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -8837024.000000 Penalty: 5342.367676
	Iteration 190Q: 3 clusters Score -8837024 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8837034 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8837042 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -8837058 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -8837068 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -8837059 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8837054 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8837058 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8837071 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8837075 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8837077 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8837082 nChanged 13
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Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8837083 nChanged 8
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Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8837082 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8837077 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8837075 nChanged 10
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8837080 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8837090 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8837091 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8837095 nChanged 5
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8837091 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8837088 nChanged 9
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Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8837090 nChanged 10
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8837071 nChanged 18
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8837095 nChanged 16
Entering Unmasked Mstep 
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	Iteration 215Q: 3 clusters Score -8837100 nChanged 17
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Mstep: Class 1 contains 36695 members 
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	Iteration 216Q: 3 clusters Score -8837093 nChanged 18
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	Iteration 217Q: 3 clusters Score -8837084 nChanged 14
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	Iteration 218Q: 3 clusters Score -8837093 nChanged 13
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	Iteration 219Q: 3 clusters Score -8837100 nChanged 12
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8837106 nChanged 10
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	Iteration 221Q: 3 clusters Score -8837099 nChanged 12
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	Iteration 222Q: 3 clusters Score -8837095 nChanged 12
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	Iteration 223Q: 3 clusters Score -8837097 nChanged 12
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	Iteration 224Q: 3 clusters Score -8837099 nChanged 13
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	Iteration 225Q: 3 clusters Score -8837099 nChanged 22
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8837111 nChanged 25
Entering Unmasked Mstep 
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	Iteration 227Q: 3 clusters Score -8837109 nChanged 28
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	Iteration 228Q: 3 clusters Score -8837101 nChanged 23
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	Iteration 229Q: 3 clusters Score -8837112 nChanged 17
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	Iteration 230Q: 3 clusters Score -8837105 nChanged 15
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	Iteration 231Q: 3 clusters Score -8837100 nChanged 20
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8837113 nChanged 21
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	Iteration 233Q: 3 clusters Score -8837110 nChanged 12
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Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -8837111.000000 Penalty: 5342.367676
	Iteration 234Q: 3 clusters Score -8837111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -8837111.000000 Penalty: 5342.367676
	Iteration 235Q: 3 clusters Score -8837111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -8837095.000000 Penalty: 5342.367676
	Iteration 236Q: 3 clusters Score -8837095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -8837109.000000 Penalty: 5342.367676
	Iteration 237Q: 3 clusters Score -8837109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -8837108.000000 Penalty: 5342.367676
	Iteration 238Q: 3 clusters Score -8837108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -8837111.000000 Penalty: 5342.367676
	Iteration 239Q: 3 clusters Score -8837111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -8837107.000000 Penalty: 5342.367676
	Iteration 240F: 3 clusters Score -8837107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -8837115.000000 Penalty: 5342.367676
	Iteration 241Q: 3 clusters Score -8837115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -8837113.000000 Penalty: 5342.367676
	Iteration 242Q: 3 clusters Score -8837113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -8837116.000000 Penalty: 5342.367676
	Iteration 243Q: 3 clusters Score -8837116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -8837114.000000 Penalty: 5342.367676
	Iteration 244Q: 3 clusters Score -8837114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -8837116.000000 Penalty: 5342.367676
	Iteration 245Q: 3 clusters Score -8837116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -8837120.000000 Penalty: 5342.367676
	Iteration 246Q: 3 clusters Score -8837120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -8837118.000000 Penalty: 5342.367676
	Iteration 247Q: 3 clusters Score -8837118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -8837131.000000 Penalty: 5342.367676
	Iteration 248Q: 3 clusters Score -8837131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -8837120.000000 Penalty: 5342.367676
	Iteration 249Q: 3 clusters Score -8837120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -8837124.000000 Penalty: 5342.367676
	Iteration 250Q: 3 clusters Score -8837124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -8837128.000000 Penalty: 5342.367676
	Iteration 251Q: 3 clusters Score -8837128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -8837128.000000 Penalty: 5342.367676
	Iteration 252Q: 3 clusters Score -8837128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -8837128.000000 Penalty: 5342.367676
	Iteration 253Q: 3 clusters Score -8837128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -8837127.000000 Penalty: 5342.367676
	Iteration 254Q: 3 clusters Score -8837127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -8837127.000000 Penalty: 5342.367676
	Iteration 255F: 3 clusters Score -8837127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -117156.140625 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -117156.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -115438.101562 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -115438.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -115907.945312 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -115907.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -116116.875000 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -116116.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -116269.921875 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -116269.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -116382.117188 Penalty: 3358.311768
	Iteration 4F: 3 clusters Score -116382.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116542.062500 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -116542.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -116723.789062 Penalty: 3358.311768
	Iteration 6F: 3 clusters Score -116723.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -116853.140625 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -116853.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117001.437500 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -117001.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117108.562500 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -117108.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -117179.500000 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -117179.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -117240.992188 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -117241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -117277.140625 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -117277.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117303.023438 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -117303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117355.937500 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -117355.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -117380.679688 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -117380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117398.835938 Penalty: 3358.311768
	Iteration 16Q: 3 clusters Score -117398.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117420.648438 Penalty: 3358.311768
	Iteration 17Q: 3 clusters Score -117420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117426.132812 Penalty: 3358.311768
	Iteration 18Q: 3 clusters Score -117426.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117428.953125 Penalty: 3358.311768
	Iteration 19F: 3 clusters Score -117429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117438.156250 Penalty: 3358.311768
	Iteration 20F: 3 clusters Score -117438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117438.851562 Penalty: 3358.311768
	Iteration 21Q: 3 clusters Score -117438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117443.039062 Penalty: 3358.311768
	Iteration 22Q: 3 clusters Score -117443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117449.054688 Penalty: 3358.311768
	Iteration 23Q: 3 clusters Score -117449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117460.992188 Penalty: 3358.311768
	Iteration 24Q: 3 clusters Score -117461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117476.398438 Penalty: 3358.311768
	Iteration 25Q: 3 clusters Score -117476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117481.000000 Penalty: 3358.311768
	Iteration 26Q: 3 clusters Score -117481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -117486.031250 Penalty: 3358.311768
	Iteration 27Q: 3 clusters Score -117486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117489.601562 Penalty: 3358.311768
	Iteration 28Q: 3 clusters Score -117489.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117489.601562 Penalty: 3358.311768
	Iteration 29F: 3 clusters Score -117489.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41875 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52317 members 
Mstep: Class 5 contains 41977 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 41626 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48433 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 48054 members 
Mstep: Class 13 contains 43978 members 
Mstep: Class 14 contains 47295 members 
Mstep: Class 15 contains 476 members 
Mstep: Class 16 contains 53295 members 
Mstep: Class 17 contains 33180 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 43915 members 
Mstep: Class 20 contains 46799 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47615 members 
Mstep: Class 23 contains 396 members 
Mstep: Class 24 contains 44955 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
Score: -126918304.000000 Penalty: 83433.343750
Splitting cluster 23 changes total score from -126919704.000000 to -126918304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (44955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Entering Unmasked Estep 
Score: -8357996.500000 Penalty: 2656.927490
	Iteration 0F: 2 clusters Score -8357996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -8328729.500000 Penalty: 5313.854980
	Iteration 0F: 3 clusters Score -8328730 nChanged 20875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -8340162.000000 Penalty: 5313.854980
	Iteration 1F: 3 clusters Score -8340162 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -8340715.000000 Penalty: 5313.854980
	Iteration 2Q: 3 clusters Score -8340715 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -8341302.000000 Penalty: 5313.854980
	Iteration 3Q: 3 clusters Score -8341302 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -8342109.000000 Penalty: 5313.854980
	Iteration 4Q: 3 clusters Score -8342109 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -8343328.000000 Penalty: 5313.854980
	Iteration 5Q: 3 clusters Score -8343328 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -8345106.000000 Penalty: 5313.854980
	Iteration 6F: 3 clusters Score -8345106 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -8347462.000000 Penalty: 5313.854980
	Iteration 7F: 3 clusters Score -8347462 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -8349950.000000 Penalty: 5313.854980
	Iteration 8F: 3 clusters Score -8349950 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -8352145.000000 Penalty: 5313.854980
	Iteration 9F: 3 clusters Score -8352145 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8353617.500000 Penalty: 5313.854980
	Iteration 10Q: 3 clusters Score -8353618 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8354557.000000 Penalty: 5313.854980
	Iteration 11Q: 3 clusters Score -8354557 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8355095.500000 Penalty: 5313.854980
	Iteration 12Q: 3 clusters Score -8355096 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8355397.500000 Penalty: 5313.854980
	Iteration 13Q: 3 clusters Score -8355398 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8355551.500000 Penalty: 5313.854980
	Iteration 14Q: 3 clusters Score -8355552 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8355673.000000 Penalty: 5313.854980
	Iteration 15Q: 3 clusters Score -8355673 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8355769.000000 Penalty: 5313.854980
	Iteration 16Q: 3 clusters Score -8355769 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8355816.000000 Penalty: 5313.854980
	Iteration 17Q: 3 clusters Score -8355816 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8355836.000000 Penalty: 5313.854980
	Iteration 18Q: 3 clusters Score -8355836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8355863.000000 Penalty: 5313.854980
	Iteration 19Q: 3 clusters Score -8355863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8355864.500000 Penalty: 5313.854980
	Iteration 20F: 3 clusters Score -8355864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8355861.000000 Penalty: 5313.854980
	Iteration 21Q: 3 clusters Score -8355861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8355872.000000 Penalty: 5313.854980
	Iteration 22Q: 3 clusters Score -8355872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8355884.000000 Penalty: 5313.854980
	Iteration 23Q: 3 clusters Score -8355884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8355897.500000 Penalty: 5313.854980
	Iteration 24Q: 3 clusters Score -8355898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8355908.000000 Penalty: 5313.854980
	Iteration 25Q: 3 clusters Score -8355908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8355920.500000 Penalty: 5313.854980
	Iteration 26Q: 3 clusters Score -8355920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8355935.000000 Penalty: 5313.854980
	Iteration 27Q: 3 clusters Score -8355935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8355937.000000 Penalty: 5313.854980
	Iteration 28Q: 3 clusters Score -8355937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8355936.000000 Penalty: 5313.854980
	Iteration 29Q: 3 clusters Score -8355936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8355938.000000 Penalty: 5313.854980
	Iteration 30Q: 3 clusters Score -8355938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8355938.000000 Penalty: 5313.854980
	Iteration 31Q: 3 clusters Score -8355938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8355941.000000 Penalty: 5313.854980
	Iteration 32Q: 3 clusters Score -8355941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8355941.000000 Penalty: 5313.854980
	Iteration 33F: 3 clusters Score -8355941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -82965.195312 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -82965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -81592.820312 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -81592.82 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -81975.648438 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -81975.65 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82188.046875 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -82188.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82322.187500 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -82322.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82406.109375 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -82406.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -82473.296875 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -82473.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82549.125000 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -82549.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -82625.781250 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -82625.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -82665.468750 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -82665.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82682.984375 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -82682.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82705.820312 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -82705.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -82722.742188 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -82722.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -82748.742188 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -82748.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -82791.093750 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -82791.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82852.375000 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -82852.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82894.382812 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -82894.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82959.164062 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -82959.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83073.320312 Penalty: 3116.930664
	Iteration 17Q: 3 clusters Score -83073.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83124.789062 Penalty: 3116.930664
	Iteration 18Q: 3 clusters Score -83124.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83142.484375 Penalty: 3116.930664
	Iteration 19Q: 3 clusters Score -83142.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83193.726562 Penalty: 3116.930664
	Iteration 20F: 3 clusters Score -83193.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83246.375000 Penalty: 3116.930664
	Iteration 21Q: 3 clusters Score -83246.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83299.828125 Penalty: 3116.930664
	Iteration 22Q: 3 clusters Score -83299.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -83351.320312 Penalty: 3116.930664
	Iteration 23Q: 3 clusters Score -83351.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -83403.835938 Penalty: 3116.930664
	Iteration 24Q: 3 clusters Score -83403.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -83424.664062 Penalty: 3116.930664
	Iteration 25Q: 3 clusters Score -83424.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83429.468750 Penalty: 3116.930664
	Iteration 26Q: 3 clusters Score -83429.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -83434.609375 Penalty: 3116.930664
	Iteration 27Q: 3 clusters Score -83434.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -83434.609375 Penalty: 3116.930664
	Iteration 28F: 3 clusters Score -83434.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41875 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52317 members 
Mstep: Class 5 contains 41977 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 41626 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48433 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 48054 members 
Mstep: Class 13 contains 43978 members 
Mstep: Class 14 contains 47295 members 
Mstep: Class 15 contains 267 members 
Mstep: Class 16 contains 53295 members 
Mstep: Class 17 contains 33180 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 43915 members 
Mstep: Class 20 contains 46799 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47615 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44955 members 
Mstep: Class 25 contains 269 members 
Entering Unmasked Estep 
Score: -126918280.000000 Penalty: 83433.343750
Splitting cluster 25 changes total score from -126919704.000000 to -126918280.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41875 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52317 members 
Mstep: Class 5 contains 41977 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 41626 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48433 members 
Mstep: Class 10 contains 2630 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 48054 members 
Mstep: Class 13 contains 43978 members 
Mstep: Class 14 contains 47295 members 
Mstep: Class 16 contains 53295 members 
Mstep: Class 17 contains 33180 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 43915 members 
Mstep: Class 20 contains 46799 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47615 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44955 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919648.000000 Penalty: 80096.007812
Iteration 239Q: 25 clusters Score -1.269196e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41878 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52402 members 
Mstep: Class 5 contains 41966 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 41609 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48458 members 
Mstep: Class 10 contains 2629 members 
Mstep: Class 11 contains 8617 members 
Mstep: Class 12 contains 48058 members 
Mstep: Class 13 contains 43970 members 
Mstep: Class 14 contains 47320 members 
Mstep: Class 16 contains 53388 members 
Mstep: Class 17 contains 33043 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 43898 members 
Mstep: Class 20 contains 46809 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47645 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44884 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920136.000000 Penalty: 80096.007812
Iteration 240F: 25 clusters Score -1.269201e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41877 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52471 members 
Mstep: Class 5 contains 41963 members 
Mstep: Class 6 contains 44022 members 
Mstep: Class 7 contains 41608 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48444 members 
Mstep: Class 10 contains 2631 members 
Mstep: Class 11 contains 8611 members 
Mstep: Class 12 contains 48079 members 
Mstep: Class 13 contains 43950 members 
Mstep: Class 14 contains 47320 members 
Mstep: Class 16 contains 53465 members 
Mstep: Class 17 contains 32926 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 43915 members 
Mstep: Class 20 contains 46815 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47670 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44839 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919808.000000 Penalty: 80096.007812
Iteration 241Q: 25 clusters Score -1.269198e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41892 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52563 members 
Mstep: Class 5 contains 41969 members 
Mstep: Class 6 contains 44022 members 
Mstep: Class 7 contains 41614 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48437 members 
Mstep: Class 10 contains 2637 members 
Mstep: Class 11 contains 8610 members 
Mstep: Class 12 contains 48072 members 
Mstep: Class 13 contains 43929 members 
Mstep: Class 14 contains 47321 members 
Mstep: Class 16 contains 53520 members 
Mstep: Class 17 contains 32827 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 43915 members 
Mstep: Class 20 contains 46785 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47672 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44821 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920064.000000 Penalty: 80096.007812
Iteration 242Q: 25 clusters Score -1.269201e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52644 members 
Mstep: Class 5 contains 41962 members 
Mstep: Class 6 contains 44032 members 
Mstep: Class 7 contains 41610 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48432 members 
Mstep: Class 10 contains 2641 members 
Mstep: Class 11 contains 8603 members 
Mstep: Class 12 contains 48066 members 
Mstep: Class 13 contains 43923 members 
Mstep: Class 14 contains 47321 members 
Mstep: Class 16 contains 53566 members 
Mstep: Class 17 contains 32723 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 43918 members 
Mstep: Class 20 contains 46762 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47671 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44808 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920192.000000 Penalty: 80096.007812
Iteration 243Q: 25 clusters Score -1.269202e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41934 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52690 members 
Mstep: Class 5 contains 41981 members 
Mstep: Class 6 contains 44018 members 
Mstep: Class 7 contains 41616 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48448 members 
Mstep: Class 10 contains 2644 members 
Mstep: Class 11 contains 8597 members 
Mstep: Class 12 contains 48036 members 
Mstep: Class 13 contains 43919 members 
Mstep: Class 14 contains 47329 members 
Mstep: Class 16 contains 53640 members 
Mstep: Class 17 contains 32611 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 43937 members 
Mstep: Class 20 contains 46754 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47664 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44788 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920144.000000 Penalty: 80096.007812
Iteration 244Q: 25 clusters Score -1.269201e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41948 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52729 members 
Mstep: Class 5 contains 42012 members 
Mstep: Class 6 contains 44010 members 
Mstep: Class 7 contains 41617 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48476 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 11 contains 8596 members 
Mstep: Class 12 contains 48024 members 
Mstep: Class 13 contains 43900 members 
Mstep: Class 14 contains 47307 members 
Mstep: Class 16 contains 53685 members 
Mstep: Class 17 contains 32501 members 
Mstep: Class 18 contains 3268 members 
Mstep: Class 19 contains 43963 members 
Mstep: Class 20 contains 46748 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47676 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44772 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920104.000000 Penalty: 80096.007812
Iteration 245Q: 25 clusters Score -1.269201e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41947 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52733 members 
Mstep: Class 5 contains 42012 members 
Mstep: Class 6 contains 44029 members 
Mstep: Class 7 contains 41609 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48508 members 
Mstep: Class 10 contains 2645 members 
Mstep: Class 11 contains 8593 members 
Mstep: Class 12 contains 48040 members 
Mstep: Class 13 contains 43873 members 
Mstep: Class 14 contains 47307 members 
Mstep: Class 16 contains 53771 members 
Mstep: Class 17 contains 32376 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 43969 members 
Mstep: Class 20 contains 46735 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47681 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44780 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919928.000000 Penalty: 80096.007812
Iteration 246Q: 25 clusters Score -1.269199e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41970 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52764 members 
Mstep: Class 5 contains 42019 members 
Mstep: Class 6 contains 44030 members 
Mstep: Class 7 contains 41601 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48525 members 
Mstep: Class 10 contains 2649 members 
Mstep: Class 11 contains 8590 members 
Mstep: Class 12 contains 48031 members 
Mstep: Class 13 contains 43863 members 
Mstep: Class 14 contains 47266 members 
Mstep: Class 16 contains 53865 members 
Mstep: Class 17 contains 32267 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 43957 members 
Mstep: Class 20 contains 46742 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47677 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44792 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919712.000000 Penalty: 80096.007812
Iteration 247Q: 25 clusters Score -1.269197e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41993 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52779 members 
Mstep: Class 5 contains 42020 members 
Mstep: Class 6 contains 44025 members 
Mstep: Class 7 contains 41600 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48537 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 8580 members 
Mstep: Class 12 contains 48025 members 
Mstep: Class 13 contains 43852 members 
Mstep: Class 14 contains 47260 members 
Mstep: Class 16 contains 53929 members 
Mstep: Class 17 contains 32171 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 43964 members 
Mstep: Class 20 contains 46750 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47678 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44797 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919720.000000 Penalty: 80096.007812
Iteration 248Q: 25 clusters Score -1.269197e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42017 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52790 members 
Mstep: Class 5 contains 42019 members 
Mstep: Class 6 contains 44015 members 
Mstep: Class 7 contains 41603 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48537 members 
Mstep: Class 10 contains 2659 members 
Mstep: Class 11 contains 8572 members 
Mstep: Class 12 contains 48030 members 
Mstep: Class 13 contains 43848 members 
Mstep: Class 14 contains 47258 members 
Mstep: Class 16 contains 53981 members 
Mstep: Class 17 contains 32051 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 43958 members 
Mstep: Class 20 contains 46773 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47678 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44819 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919608.000000 Penalty: 80096.007812
Iteration 249Q: 25 clusters Score -1.269196e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42021 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52826 members 
Mstep: Class 5 contains 42025 members 
Mstep: Class 6 contains 43996 members 
Mstep: Class 7 contains 41606 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48539 members 
Mstep: Class 10 contains 2667 members 
Mstep: Class 11 contains 8557 members 
Mstep: Class 12 contains 48028 members 
Mstep: Class 13 contains 43835 members 
Mstep: Class 14 contains 47271 members 
Mstep: Class 16 contains 54038 members 
Mstep: Class 17 contains 31933 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 43959 members 
Mstep: Class 20 contains 46786 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47687 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44834 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919296.000000 Penalty: 80096.007812
Iteration 250Q: 25 clusters Score -1.269193e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42010 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52857 members 
Mstep: Class 5 contains 42033 members 
Mstep: Class 6 contains 44002 members 
Mstep: Class 7 contains 41615 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48541 members 
Mstep: Class 10 contains 2677 members 
Mstep: Class 11 contains 8538 members 
Mstep: Class 12 contains 48044 members 
Mstep: Class 13 contains 43831 members 
Mstep: Class 14 contains 47249 members 
Mstep: Class 16 contains 54095 members 
Mstep: Class 17 contains 31826 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 43963 members 
Mstep: Class 20 contains 46806 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47685 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44836 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919248.000000 Penalty: 80096.007812
Iteration 251Q: 25 clusters Score -1.269192e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42007 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52881 members 
Mstep: Class 5 contains 42046 members 
Mstep: Class 6 contains 44009 members 
Mstep: Class 7 contains 41610 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48558 members 
Mstep: Class 10 contains 2678 members 
Mstep: Class 11 contains 8520 members 
Mstep: Class 12 contains 48032 members 
Mstep: Class 13 contains 43823 members 
Mstep: Class 14 contains 47257 members 
Mstep: Class 16 contains 54183 members 
Mstep: Class 17 contains 31716 members 
Mstep: Class 18 contains 3266 members 
Mstep: Class 19 contains 43972 members 
Mstep: Class 20 contains 46811 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47697 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44809 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919048.000000 Penalty: 80096.007812
Iteration 252Q: 25 clusters Score -1.26919e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41999 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52938 members 
Mstep: Class 5 contains 42043 members 
Mstep: Class 6 contains 43995 members 
Mstep: Class 7 contains 41628 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48553 members 
Mstep: Class 10 contains 2690 members 
Mstep: Class 11 contains 8491 members 
Mstep: Class 12 contains 48048 members 
Mstep: Class 13 contains 43812 members 
Mstep: Class 14 contains 47290 members 
Mstep: Class 16 contains 54263 members 
Mstep: Class 17 contains 31619 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 43949 members 
Mstep: Class 20 contains 46816 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47684 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44793 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918824.000000 Penalty: 80096.007812
Iteration 253Q: 25 clusters Score -1.269188e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41987 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 52977 members 
Mstep: Class 5 contains 42044 members 
Mstep: Class 6 contains 43992 members 
Mstep: Class 7 contains 41656 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48574 members 
Mstep: Class 10 contains 2693 members 
Mstep: Class 11 contains 8469 members 
Mstep: Class 12 contains 48054 members 
Mstep: Class 13 contains 43808 members 
Mstep: Class 14 contains 47284 members 
Mstep: Class 16 contains 54314 members 
Mstep: Class 17 contains 31503 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 43966 members 
Mstep: Class 20 contains 46841 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47670 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44779 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918744.000000 Penalty: 80096.007812
Iteration 254Q: 25 clusters Score -1.269187e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41990 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 53019 members 
Mstep: Class 5 contains 42059 members 
Mstep: Class 6 contains 43998 members 
Mstep: Class 7 contains 41665 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48584 members 
Mstep: Class 10 contains 2697 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 48048 members 
Mstep: Class 13 contains 43800 members 
Mstep: Class 14 contains 47275 members 
Mstep: Class 16 contains 54363 members 
Mstep: Class 17 contains 31393 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 43975 members 
Mstep: Class 20 contains 46833 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47687 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44782 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918720.000000 Penalty: 80096.007812
Iteration 255Q: 25 clusters Score -1.269187e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41994 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 53082 members 
Mstep: Class 5 contains 42085 members 
Mstep: Class 6 contains 44013 members 
Mstep: Class 7 contains 41670 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48563 members 
Mstep: Class 10 contains 2697 members 
Mstep: Class 11 contains 8416 members 
Mstep: Class 12 contains 48013 members 
Mstep: Class 13 contains 43787 members 
Mstep: Class 14 contains 47251 members 
Mstep: Class 16 contains 54406 members 
Mstep: Class 17 contains 31291 members 
Mstep: Class 18 contains 3263 members 
Mstep: Class 19 contains 43991 members 
Mstep: Class 20 contains 46848 members 
Mstep: Class 21 contains 1538 members 
Mstep: Class 22 contains 47688 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44818 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918504.000000 Penalty: 80096.007812
Iteration 256Q: 25 clusters Score -1.269185e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41986 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 53133 members 
Mstep: Class 5 contains 42090 members 
Mstep: Class 6 contains 43983 members 
Mstep: Class 7 contains 41686 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48514 members 
Mstep: Class 10 contains 2702 members 
Mstep: Class 11 contains 8379 members 
Mstep: Class 12 contains 48012 members 
Mstep: Class 13 contains 43771 members 
Mstep: Class 14 contains 47289 members 
Mstep: Class 16 contains 54430 members 
Mstep: Class 17 contains 31207 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 44030 members 
Mstep: Class 20 contains 46868 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47684 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44849 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918280.000000 Penalty: 80096.007812
Iteration 257Q: 25 clusters Score -1.269183e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41992 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 53160 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 43974 members 
Mstep: Class 7 contains 41692 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48508 members 
Mstep: Class 10 contains 2709 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 48017 members 
Mstep: Class 13 contains 43741 members 
Mstep: Class 14 contains 47309 members 
Mstep: Class 16 contains 54448 members 
Mstep: Class 17 contains 31106 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 44036 members 
Mstep: Class 20 contains 46871 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47679 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44912 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917968.000000 Penalty: 80096.007812
Iteration 258Q: 25 clusters Score -1.26918e+08 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42004 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 53191 members 
Mstep: Class 5 contains 42146 members 
Mstep: Class 6 contains 43959 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48554 members 
Mstep: Class 10 contains 2717 members 
Mstep: Class 11 contains 8309 members 
Mstep: Class 12 contains 48006 members 
Mstep: Class 13 contains 43703 members 
Mstep: Class 14 contains 47342 members 
Mstep: Class 16 contains 54522 members 
Mstep: Class 17 contains 30978 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 44022 members 
Mstep: Class 20 contains 46894 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47648 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44923 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917792.000000 Penalty: 80096.007812
Iteration 259Q: 25 clusters Score -1.269178e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41995 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 53223 members 
Mstep: Class 5 contains 42180 members 
Mstep: Class 6 contains 43936 members 
Mstep: Class 7 contains 41698 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48584 members 
Mstep: Class 10 contains 2724 members 
Mstep: Class 11 contains 8281 members 
Mstep: Class 12 contains 47996 members 
Mstep: Class 13 contains 43680 members 
Mstep: Class 14 contains 47354 members 
Mstep: Class 16 contains 54582 members 
Mstep: Class 17 contains 30844 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 44043 members 
Mstep: Class 20 contains 46900 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47649 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44944 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918160.000000 Penalty: 80096.007812
Iteration 260F: 25 clusters Score -1.269182e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41983 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 53247 members 
Mstep: Class 5 contains 42226 members 
Mstep: Class 6 contains 43936 members 
Mstep: Class 7 contains 41699 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48633 members 
Mstep: Class 10 contains 2726 members 
Mstep: Class 11 contains 8260 members 
Mstep: Class 12 contains 47989 members 
Mstep: Class 13 contains 43640 members 
Mstep: Class 14 contains 47327 members 
Mstep: Class 16 contains 54646 members 
Mstep: Class 17 contains 30708 members 
Mstep: Class 18 contains 3264 members 
Mstep: Class 19 contains 44054 members 
Mstep: Class 20 contains 46926 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47675 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44938 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918160.000000 Penalty: 80096.007812
Iteration 261Q: 25 clusters Score -1.269182e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 41998 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 53285 members 
Mstep: Class 5 contains 42257 members 
Mstep: Class 6 contains 43942 members 
Mstep: Class 7 contains 41697 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48654 members 
Mstep: Class 10 contains 2723 members 
Mstep: Class 11 contains 8238 members 
Mstep: Class 12 contains 48000 members 
Mstep: Class 13 contains 43611 members 
Mstep: Class 14 contains 47309 members 
Mstep: Class 16 contains 54676 members 
Mstep: Class 17 contains 30562 members 
Mstep: Class 18 contains 3263 members 
Mstep: Class 19 contains 44055 members 
Mstep: Class 20 contains 46926 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47709 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44972 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917944.000000 Penalty: 80096.007812
Iteration 262Q: 25 clusters Score -1.269179e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42009 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 53355 members 
Mstep: Class 5 contains 42294 members 
Mstep: Class 6 contains 43901 members 
Mstep: Class 7 contains 41696 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48685 members 
Mstep: Class 10 contains 2727 members 
Mstep: Class 11 contains 8206 members 
Mstep: Class 12 contains 47991 members 
Mstep: Class 13 contains 43599 members 
Mstep: Class 14 contains 47324 members 
Mstep: Class 16 contains 54720 members 
Mstep: Class 17 contains 30408 members 
Mstep: Class 18 contains 3262 members 
Mstep: Class 19 contains 44014 members 
Mstep: Class 20 contains 46955 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47728 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45003 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917928.000000 Penalty: 80096.007812
Iteration 263Q: 25 clusters Score -1.269179e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42036 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 53445 members 
Mstep: Class 5 contains 42345 members 
Mstep: Class 6 contains 43909 members 
Mstep: Class 7 contains 41691 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48716 members 
Mstep: Class 10 contains 2732 members 
Mstep: Class 11 contains 8180 members 
Mstep: Class 12 contains 47980 members 
Mstep: Class 13 contains 43591 members 
Mstep: Class 14 contains 47295 members 
Mstep: Class 16 contains 54759 members 
Mstep: Class 17 contains 30257 members 
Mstep: Class 18 contains 3262 members 
Mstep: Class 19 contains 43953 members 
Mstep: Class 20 contains 46962 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47743 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45020 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917696.000000 Penalty: 80096.007812
Iteration 264Q: 25 clusters Score -1.269177e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42042 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 53516 members 
Mstep: Class 5 contains 42364 members 
Mstep: Class 6 contains 43913 members 
Mstep: Class 7 contains 41691 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48753 members 
Mstep: Class 10 contains 2744 members 
Mstep: Class 11 contains 8158 members 
Mstep: Class 12 contains 48011 members 
Mstep: Class 13 contains 43579 members 
Mstep: Class 14 contains 47256 members 
Mstep: Class 16 contains 54797 members 
Mstep: Class 17 contains 30125 members 
Mstep: Class 18 contains 3261 members 
Mstep: Class 19 contains 43955 members 
Mstep: Class 20 contains 46961 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47746 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45004 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917632.000000 Penalty: 80096.007812
Iteration 265Q: 25 clusters Score -1.269176e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42065 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 53596 members 
Mstep: Class 5 contains 42359 members 
Mstep: Class 6 contains 43924 members 
Mstep: Class 7 contains 41700 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48813 members 
Mstep: Class 10 contains 2754 members 
Mstep: Class 11 contains 8142 members 
Mstep: Class 12 contains 48034 members 
Mstep: Class 13 contains 43551 members 
Mstep: Class 14 contains 47220 members 
Mstep: Class 16 contains 54805 members 
Mstep: Class 17 contains 29980 members 
Mstep: Class 18 contains 3260 members 
Mstep: Class 19 contains 43956 members 
Mstep: Class 20 contains 46969 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47750 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44999 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917680.000000 Penalty: 80096.007812
Iteration 266Q: 25 clusters Score -1.269177e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42080 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 53643 members 
Mstep: Class 5 contains 42374 members 
Mstep: Class 6 contains 43915 members 
Mstep: Class 7 contains 41709 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48878 members 
Mstep: Class 10 contains 2760 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 48040 members 
Mstep: Class 13 contains 43528 members 
Mstep: Class 14 contains 47215 members 
Mstep: Class 16 contains 54805 members 
Mstep: Class 17 contains 29842 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 43968 members 
Mstep: Class 20 contains 46984 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47767 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44979 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917400.000000 Penalty: 80096.007812
Iteration 267Q: 25 clusters Score -1.269174e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42102 members 
Mstep: Class 3 contains 1090 members 
Mstep: Class 4 contains 53684 members 
Mstep: Class 5 contains 42394 members 
Mstep: Class 6 contains 43915 members 
Mstep: Class 7 contains 41727 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48934 members 
Mstep: Class 10 contains 2764 members 
Mstep: Class 11 contains 8115 members 
Mstep: Class 12 contains 48056 members 
Mstep: Class 13 contains 43506 members 
Mstep: Class 14 contains 47221 members 
Mstep: Class 16 contains 54789 members 
Mstep: Class 17 contains 29677 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 43973 members 
Mstep: Class 20 contains 47017 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47781 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44963 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917472.000000 Penalty: 80096.007812
Iteration 268Q: 25 clusters Score -1.269175e+08 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42113 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 53734 members 
Mstep: Class 5 contains 42393 members 
Mstep: Class 6 contains 43909 members 
Mstep: Class 7 contains 41747 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48975 members 
Mstep: Class 10 contains 2767 members 
Mstep: Class 11 contains 8101 members 
Mstep: Class 12 contains 48094 members 
Mstep: Class 13 contains 43486 members 
Mstep: Class 14 contains 47217 members 
Mstep: Class 16 contains 54756 members 
Mstep: Class 17 contains 29503 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 43990 members 
Mstep: Class 20 contains 47058 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47800 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 44976 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917280.000000 Penalty: 80096.007812
Iteration 269Q: 25 clusters Score -1.269173e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42127 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 53772 members 
Mstep: Class 5 contains 42388 members 
Mstep: Class 6 contains 43914 members 
Mstep: Class 7 contains 41768 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49024 members 
Mstep: Class 10 contains 2768 members 
Mstep: Class 11 contains 8089 members 
Mstep: Class 12 contains 48110 members 
Mstep: Class 13 contains 43462 members 
Mstep: Class 14 contains 47190 members 
Mstep: Class 16 contains 54745 members 
Mstep: Class 17 contains 29317 members 
Mstep: Class 18 contains 3259 members 
Mstep: Class 19 contains 44009 members 
Mstep: Class 20 contains 47108 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47818 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45010 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917440.000000 Penalty: 80096.007812
Iteration 270Q: 25 clusters Score -1.269174e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42155 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 53785 members 
Mstep: Class 5 contains 42380 members 
Mstep: Class 6 contains 43920 members 
Mstep: Class 7 contains 41774 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49102 members 
Mstep: Class 10 contains 2769 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 48151 members 
Mstep: Class 13 contains 43418 members 
Mstep: Class 14 contains 47192 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 29124 members 
Mstep: Class 18 contains 3257 members 
Mstep: Class 19 contains 44010 members 
Mstep: Class 20 contains 47146 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47833 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45056 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917248.000000 Penalty: 80096.007812
Iteration 271Q: 25 clusters Score -1.269172e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42190 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 53804 members 
Mstep: Class 5 contains 42390 members 
Mstep: Class 6 contains 43945 members 
Mstep: Class 7 contains 41781 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49108 members 
Mstep: Class 10 contains 2775 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 48196 members 
Mstep: Class 13 contains 43379 members 
Mstep: Class 14 contains 47175 members 
Mstep: Class 16 contains 54748 members 
Mstep: Class 17 contains 28930 members 
Mstep: Class 18 contains 3256 members 
Mstep: Class 19 contains 44006 members 
Mstep: Class 20 contains 47178 members 
Mstep: Class 21 contains 1537 members 
Mstep: Class 22 contains 47842 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45106 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917368.000000 Penalty: 80096.007812
Iteration 272Q: 25 clusters Score -1.269174e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42242 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 53821 members 
Mstep: Class 5 contains 42399 members 
Mstep: Class 6 contains 43974 members 
Mstep: Class 7 contains 41790 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49139 members 
Mstep: Class 10 contains 2782 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 48219 members 
Mstep: Class 13 contains 43328 members 
Mstep: Class 14 contains 47168 members 
Mstep: Class 16 contains 54785 members 
Mstep: Class 17 contains 28731 members 
Mstep: Class 18 contains 3255 members 
Mstep: Class 19 contains 43974 members 
Mstep: Class 20 contains 47205 members 
Mstep: Class 21 contains 1536 members 
Mstep: Class 22 contains 47844 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45159 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917304.000000 Penalty: 80096.007812
Iteration 273Q: 25 clusters Score -1.269173e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42268 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 53853 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 6 contains 44006 members 
Mstep: Class 7 contains 41816 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49155 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 48249 members 
Mstep: Class 13 contains 43273 members 
Mstep: Class 14 contains 47161 members 
Mstep: Class 16 contains 54784 members 
Mstep: Class 17 contains 28574 members 
Mstep: Class 18 contains 3255 members 
Mstep: Class 19 contains 43963 members 
Mstep: Class 20 contains 47232 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 47854 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45193 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917104.000000 Penalty: 80096.007812
Iteration 274Q: 25 clusters Score -1.269171e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42309 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 53884 members 
Mstep: Class 5 contains 42413 members 
Mstep: Class 6 contains 44024 members 
Mstep: Class 7 contains 41848 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49172 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 8036 members 
Mstep: Class 12 contains 48265 members 
Mstep: Class 13 contains 43218 members 
Mstep: Class 14 contains 47162 members 
Mstep: Class 16 contains 54816 members 
Mstep: Class 17 contains 28409 members 
Mstep: Class 18 contains 3255 members 
Mstep: Class 19 contains 43923 members 
Mstep: Class 20 contains 47259 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 47872 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45227 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917120.000000 Penalty: 80096.007812
Iteration 275Q: 25 clusters Score -1.269171e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42362 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 53918 members 
Mstep: Class 5 contains 42433 members 
Mstep: Class 6 contains 44021 members 
Mstep: Class 7 contains 41894 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49186 members 
Mstep: Class 10 contains 2790 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 48276 members 
Mstep: Class 13 contains 43167 members 
Mstep: Class 14 contains 47163 members 
Mstep: Class 16 contains 54808 members 
Mstep: Class 17 contains 28222 members 
Mstep: Class 18 contains 3253 members 
Mstep: Class 19 contains 43893 members 
Mstep: Class 20 contains 47313 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 47879 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45283 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916872.000000 Penalty: 80096.007812
Iteration 276Q: 25 clusters Score -1.269169e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42384 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 53903 members 
Mstep: Class 5 contains 42464 members 
Mstep: Class 6 contains 44000 members 
Mstep: Class 7 contains 41944 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49196 members 
Mstep: Class 10 contains 2797 members 
Mstep: Class 11 contains 8003 members 
Mstep: Class 12 contains 48309 members 
Mstep: Class 13 contains 43126 members 
Mstep: Class 14 contains 47172 members 
Mstep: Class 16 contains 54794 members 
Mstep: Class 17 contains 28042 members 
Mstep: Class 18 contains 3248 members 
Mstep: Class 19 contains 43925 members 
Mstep: Class 20 contains 47347 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 47892 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45334 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916656.000000 Penalty: 80096.007812
Iteration 277Q: 25 clusters Score -1.269167e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42411 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 53919 members 
Mstep: Class 5 contains 42471 members 
Mstep: Class 6 contains 43993 members 
Mstep: Class 7 contains 42011 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49233 members 
Mstep: Class 10 contains 2799 members 
Mstep: Class 11 contains 7989 members 
Mstep: Class 12 contains 48318 members 
Mstep: Class 13 contains 43089 members 
Mstep: Class 14 contains 47145 members 
Mstep: Class 16 contains 54788 members 
Mstep: Class 17 contains 27824 members 
Mstep: Class 18 contains 3245 members 
Mstep: Class 19 contains 43943 members 
Mstep: Class 20 contains 47381 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 47908 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45413 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917192.000000 Penalty: 80096.007812
Iteration 278Q: 25 clusters Score -1.269172e+08 nChanged 1885
Entering ConstructFrom: 
Score: -126917192.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -21693.976562 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -21693.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20601.603516 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -20601.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -20778.746094 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -20778.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20836.531250 Penalty: 2767.546143
	Iteration 2F: 3 clusters Score -20836.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20873.421875 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -20873.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20884.361328 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -20884.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -20884.361328 Penalty: 2767.546143
	Iteration 5F: 3 clusters Score -20884.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Entering Unmasked Estep 
Score: -7830530.500000 Penalty: 2642.649902
	Iteration 0F: 2 clusters Score -7830530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -7802417.500000 Penalty: 5285.299805
	Iteration 0F: 3 clusters Score -7802418 nChanged 19340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -7812864.500000 Penalty: 5285.299805
	Iteration 1F: 3 clusters Score -7812864 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -7813438.000000 Penalty: 5285.299805
	Iteration 2Q: 3 clusters Score -7813438 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -7814031.500000 Penalty: 5285.299805
	Iteration 3Q: 3 clusters Score -7814032 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -7814906.500000 Penalty: 5285.299805
	Iteration 4Q: 3 clusters Score -7814906 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -7816270.000000 Penalty: 5285.299805
	Iteration 5F: 3 clusters Score -7816270 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -7818340.000000 Penalty: 5285.299805
	Iteration 6F: 3 clusters Score -7818340 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -7821009.500000 Penalty: 5285.299805
	Iteration 7F: 3 clusters Score -7821010 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -7823928.500000 Penalty: 5285.299805
	Iteration 8F: 3 clusters Score -7823928 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7826022.000000 Penalty: 5285.299805
	Iteration 9F: 3 clusters Score -7826022 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7827254.000000 Penalty: 5285.299805
	Iteration 10Q: 3 clusters Score -7827254 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7827789.500000 Penalty: 5285.299805
	Iteration 11Q: 3 clusters Score -7827790 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7827969.000000 Penalty: 5285.299805
	Iteration 12Q: 3 clusters Score -7827969 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7828064.500000 Penalty: 5285.299805
	Iteration 13Q: 3 clusters Score -7828064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7828121.000000 Penalty: 5285.299805
	Iteration 14Q: 3 clusters Score -7828121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7828149.500000 Penalty: 5285.299805
	Iteration 15Q: 3 clusters Score -7828150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7828174.000000 Penalty: 5285.299805
	Iteration 16Q: 3 clusters Score -7828174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7828182.000000 Penalty: 5285.299805
	Iteration 17Q: 3 clusters Score -7828182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7828187.000000 Penalty: 5285.299805
	Iteration 18Q: 3 clusters Score -7828187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7828190.500000 Penalty: 5285.299805
	Iteration 19Q: 3 clusters Score -7828190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7828188.500000 Penalty: 5285.299805
	Iteration 20F: 3 clusters Score -7828188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7828188.500000 Penalty: 5285.299805
	Iteration 21Q: 3 clusters Score -7828188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7828190.000000 Penalty: 5285.299805
	Iteration 22Q: 3 clusters Score -7828190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7828191.500000 Penalty: 5285.299805
	Iteration 23Q: 3 clusters Score -7828192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7828193.500000 Penalty: 5285.299805
	Iteration 24Q: 3 clusters Score -7828194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7828193.500000 Penalty: 5285.299805
	Iteration 25F: 3 clusters Score -7828194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -189543.687500 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -189543.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -187607.046875 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -187607 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -187975.359375 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -187975.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -188147.562500 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -188147.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -188286.140625 Penalty: 3468.535645
	Iteration 3F: 3 clusters Score -188286.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -188405.671875 Penalty: 3468.535645
	Iteration 4F: 3 clusters Score -188405.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -188518.375000 Penalty: 3468.535645
	Iteration 5F: 3 clusters Score -188518.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -188664.046875 Penalty: 3468.535645
	Iteration 6F: 3 clusters Score -188664 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -188860.359375 Penalty: 3468.535645
	Iteration 7F: 3 clusters Score -188860.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -189137.656250 Penalty: 3468.535645
	Iteration 8F: 3 clusters Score -189137.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -189430.171875 Penalty: 3468.535645
	Iteration 9F: 3 clusters Score -189430.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -189581.437500 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -189581.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -189621.640625 Penalty: 3468.535645
	Iteration 11Q: 3 clusters Score -189621.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -189637.890625 Penalty: 3468.535645
	Iteration 12Q: 3 clusters Score -189637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -189637.890625 Penalty: 3468.535645
	Iteration 13F: 3 clusters Score -189637.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42440 members 
Mstep: Class 3 contains 891 members 
Mstep: Class 4 contains 53976 members 
Mstep: Class 5 contains 42481 members 
Mstep: Class 6 contains 43989 members 
Mstep: Class 7 contains 42060 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49248 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 48321 members 
Mstep: Class 13 contains 43057 members 
Mstep: Class 14 contains 47187 members 
Mstep: Class 15 contains 198 members 
Mstep: Class 16 contains 54802 members 
Mstep: Class 17 contains 27593 members 
Mstep: Class 18 contains 3243 members 
Mstep: Class 19 contains 43918 members 
Mstep: Class 20 contains 47414 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 47912 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45455 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
Score: -126915504.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126917192.000000 to -126915504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (53976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Entering Unmasked Estep 
Score: -10058044.000000 Penalty: 2702.281006
	Iteration 0F: 2 clusters Score -1.005804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -10028458.000000 Penalty: 5404.562012
	Iteration 0F: 3 clusters Score -1.002846e+07 nChanged 24880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -10042135.000000 Penalty: 5404.562012
	Iteration 1F: 3 clusters Score -1.004214e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -10042690.000000 Penalty: 5404.562012
	Iteration 2Q: 3 clusters Score -1.004269e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -10043363.000000 Penalty: 5404.562012
	Iteration 3Q: 3 clusters Score -1.004336e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -10044117.000000 Penalty: 5404.562012
	Iteration 4Q: 3 clusters Score -1.004412e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -10045056.000000 Penalty: 5404.562012
	Iteration 5Q: 3 clusters Score -1.004506e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -10046047.000000 Penalty: 5404.562012
	Iteration 6Q: 3 clusters Score -1.004605e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -10047298.000000 Penalty: 5404.562012
	Iteration 7F: 3 clusters Score -1.00473e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -10048744.000000 Penalty: 5404.562012
	Iteration 8F: 3 clusters Score -1.004874e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -10050301.000000 Penalty: 5404.562012
	Iteration 9F: 3 clusters Score -1.00503e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -10052005.000000 Penalty: 5404.562012
	Iteration 10F: 3 clusters Score -1.0052e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -10053424.000000 Penalty: 5404.562012
	Iteration 11F: 3 clusters Score -1.005342e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -10054475.000000 Penalty: 5404.562012
	Iteration 12Q: 3 clusters Score -1.005448e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -10054954.000000 Penalty: 5404.562012
	Iteration 13Q: 3 clusters Score -1.005495e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -10055207.000000 Penalty: 5404.562012
	Iteration 14Q: 3 clusters Score -1.005521e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -10055355.000000 Penalty: 5404.562012
	Iteration 15Q: 3 clusters Score -1.005536e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -10055399.000000 Penalty: 5404.562012
	Iteration 16Q: 3 clusters Score -1.00554e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -10055451.000000 Penalty: 5404.562012
	Iteration 17Q: 3 clusters Score -1.005545e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -10055497.000000 Penalty: 5404.562012
	Iteration 18Q: 3 clusters Score -1.00555e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -10055616.000000 Penalty: 5404.562012
	Iteration 19Q: 3 clusters Score -1.005562e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -10055716.000000 Penalty: 5404.562012
	Iteration 20F: 3 clusters Score -1.005572e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -10055773.000000 Penalty: 5404.562012
	Iteration 21Q: 3 clusters Score -1.005577e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -10055831.000000 Penalty: 5404.562012
	Iteration 22Q: 3 clusters Score -1.005583e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -10055906.000000 Penalty: 5404.562012
	Iteration 23Q: 3 clusters Score -1.005591e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -10055986.000000 Penalty: 5404.562012
	Iteration 24Q: 3 clusters Score -1.005599e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -10056082.000000 Penalty: 5404.562012
	Iteration 25Q: 3 clusters Score -1.005608e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -10056193.000000 Penalty: 5404.562012
	Iteration 26Q: 3 clusters Score -1.005619e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -10056260.000000 Penalty: 5404.562012
	Iteration 27Q: 3 clusters Score -1.005626e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -10056343.000000 Penalty: 5404.562012
	Iteration 28Q: 3 clusters Score -1.005634e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -10056468.000000 Penalty: 5404.562012
	Iteration 29Q: 3 clusters Score -1.005647e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -10056532.000000 Penalty: 5404.562012
	Iteration 30Q: 3 clusters Score -1.005653e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -10056601.000000 Penalty: 5404.562012
	Iteration 31Q: 3 clusters Score -1.00566e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -10056730.000000 Penalty: 5404.562012
	Iteration 32Q: 3 clusters Score -1.005673e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -10056791.000000 Penalty: 5404.562012
	Iteration 33Q: 3 clusters Score -1.005679e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -10056895.000000 Penalty: 5404.562012
	Iteration 34Q: 3 clusters Score -1.00569e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -10056961.000000 Penalty: 5404.562012
	Iteration 35Q: 3 clusters Score -1.005696e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -10056988.000000 Penalty: 5404.562012
	Iteration 36Q: 3 clusters Score -1.005699e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -10056998.000000 Penalty: 5404.562012
	Iteration 37Q: 3 clusters Score -1.0057e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -10057077.000000 Penalty: 5404.562012
	Iteration 38Q: 3 clusters Score -1.005708e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -10057156.000000 Penalty: 5404.562012
	Iteration 39Q: 3 clusters Score -1.005716e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -10057267.000000 Penalty: 5404.562012
	Iteration 40F: 3 clusters Score -1.005727e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -10057314.000000 Penalty: 5404.562012
	Iteration 41Q: 3 clusters Score -1.005731e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -10057387.000000 Penalty: 5404.562012
	Iteration 42Q: 3 clusters Score -1.005739e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -10057460.000000 Penalty: 5404.562012
	Iteration 43Q: 3 clusters Score -1.005746e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -10057498.000000 Penalty: 5404.562012
	Iteration 44Q: 3 clusters Score -1.00575e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -10057472.000000 Penalty: 5404.562012
	Iteration 45Q: 3 clusters Score -1.005747e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -10057492.000000 Penalty: 5404.562012
	Iteration 46Q: 3 clusters Score -1.005749e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -10057474.000000 Penalty: 5404.562012
	Iteration 47Q: 3 clusters Score -1.005747e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -10057483.000000 Penalty: 5404.562012
	Iteration 48Q: 3 clusters Score -1.005748e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -10057504.000000 Penalty: 5404.562012
	Iteration 49Q: 3 clusters Score -1.00575e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -10057521.000000 Penalty: 5404.562012
	Iteration 50Q: 3 clusters Score -1.005752e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -10057549.000000 Penalty: 5404.562012
	Iteration 51Q: 3 clusters Score -1.005755e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -10057530.000000 Penalty: 5404.562012
	Iteration 52Q: 3 clusters Score -1.005753e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -10057526.000000 Penalty: 5404.562012
	Iteration 53Q: 3 clusters Score -1.005753e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -10057540.000000 Penalty: 5404.562012
	Iteration 54Q: 3 clusters Score -1.005754e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -10057566.000000 Penalty: 5404.562012
	Iteration 55Q: 3 clusters Score -1.005757e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -10057604.000000 Penalty: 5404.562012
	Iteration 56Q: 3 clusters Score -1.00576e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -10057607.000000 Penalty: 5404.562012
	Iteration 57Q: 3 clusters Score -1.005761e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -10057620.000000 Penalty: 5404.562012
	Iteration 58Q: 3 clusters Score -1.005762e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -10057619.000000 Penalty: 5404.562012
	Iteration 59Q: 3 clusters Score -1.005762e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -10057625.000000 Penalty: 5404.562012
	Iteration 60F: 3 clusters Score -1.005762e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -10057630.000000 Penalty: 5404.562012
	Iteration 61Q: 3 clusters Score -1.005763e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -10057622.000000 Penalty: 5404.562012
	Iteration 62Q: 3 clusters Score -1.005762e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -10057617.000000 Penalty: 5404.562012
	Iteration 63Q: 3 clusters Score -1.005762e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -10057603.000000 Penalty: 5404.562012
	Iteration 64Q: 3 clusters Score -1.00576e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -10057623.000000 Penalty: 5404.562012
	Iteration 65Q: 3 clusters Score -1.005762e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -10057618.000000 Penalty: 5404.562012
	Iteration 66Q: 3 clusters Score -1.005762e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -10057619.000000 Penalty: 5404.562012
	Iteration 67Q: 3 clusters Score -1.005762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -10057607.000000 Penalty: 5404.562012
	Iteration 68Q: 3 clusters Score -1.005761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -10057609.000000 Penalty: 5404.562012
	Iteration 69Q: 3 clusters Score -1.005761e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -10057606.000000 Penalty: 5404.562012
	Iteration 70Q: 3 clusters Score -1.005761e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -10057601.000000 Penalty: 5404.562012
	Iteration 71Q: 3 clusters Score -1.00576e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -10057591.000000 Penalty: 5404.562012
	Iteration 72Q: 3 clusters Score -1.005759e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.005759e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -10057584.000000 Penalty: 5404.562012
	Iteration 74Q: 3 clusters Score -1.005758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -10057572.000000 Penalty: 5404.562012
	Iteration 75Q: 3 clusters Score -1.005757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -10057573.000000 Penalty: 5404.562012
	Iteration 76Q: 3 clusters Score -1.005757e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -10057574.000000 Penalty: 5404.562012
	Iteration 77Q: 3 clusters Score -1.005757e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -10057574.000000 Penalty: 5404.562012
	Iteration 78Q: 3 clusters Score -1.005757e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -10057558.000000 Penalty: 5404.562012
	Iteration 79Q: 3 clusters Score -1.005756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -10057566.000000 Penalty: 5404.562012
	Iteration 80F: 3 clusters Score -1.005757e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -10057577.000000 Penalty: 5404.562012
	Iteration 81Q: 3 clusters Score -1.005758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -10057579.000000 Penalty: 5404.562012
	Iteration 82Q: 3 clusters Score -1.005758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -10057582.000000 Penalty: 5404.562012
	Iteration 83Q: 3 clusters Score -1.005758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -10057588.000000 Penalty: 5404.562012
	Iteration 84Q: 3 clusters Score -1.005759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -10057589.000000 Penalty: 5404.562012
	Iteration 85Q: 3 clusters Score -1.005759e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -10057584.000000 Penalty: 5404.562012
	Iteration 86Q: 3 clusters Score -1.005758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -10057586.000000 Penalty: 5404.562012
	Iteration 87Q: 3 clusters Score -1.005759e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.005759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.005759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -10057601.000000 Penalty: 5404.562012
	Iteration 90Q: 3 clusters Score -1.00576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -10057600.000000 Penalty: 5404.562012
	Iteration 91Q: 3 clusters Score -1.00576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -10057604.000000 Penalty: 5404.562012
	Iteration 92Q: 3 clusters Score -1.00576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -10057598.000000 Penalty: 5404.562012
	Iteration 93Q: 3 clusters Score -1.00576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.005759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -10057593.000000 Penalty: 5404.562012
	Iteration 95Q: 3 clusters Score -1.005759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.005759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.00576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.00576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.00576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -10057597.000000 Penalty: 5404.562012
	Iteration 100F: 3 clusters Score -1.00576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.00576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.00576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.005759e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -10057576.000000 Penalty: 5404.562012
	Iteration 104Q: 3 clusters Score -1.005758e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.005758e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -10057586.000000 Penalty: 5404.562012
	Iteration 106Q: 3 clusters Score -1.005759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.005759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -10057584.000000 Penalty: 5404.562012
	Iteration 108Q: 3 clusters Score -1.005758e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -10057585.000000 Penalty: 5404.562012
	Iteration 109Q: 3 clusters Score -1.005758e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.005759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -10057596.000000 Penalty: 5404.562012
	Iteration 111Q: 3 clusters Score -1.00576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.00576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -10057603.000000 Penalty: 5404.562012
	Iteration 113Q: 3 clusters Score -1.00576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.00576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -10057605.000000 Penalty: 5404.562012
	Iteration 115Q: 3 clusters Score -1.00576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -10057611.000000 Penalty: 5404.562012
	Iteration 116Q: 3 clusters Score -1.005761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.00576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -10057604.000000 Penalty: 5404.562012
	Iteration 118Q: 3 clusters Score -1.00576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -10057599.000000 Penalty: 5404.562012
	Iteration 119Q: 3 clusters Score -1.00576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -10057590.000000 Penalty: 5404.562012
	Iteration 120F: 3 clusters Score -1.005759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -10057592.000000 Penalty: 5404.562012
	Iteration 121Q: 3 clusters Score -1.005759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -10057584.000000 Penalty: 5404.562012
	Iteration 122Q: 3 clusters Score -1.005758e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -10057588.000000 Penalty: 5404.562012
	Iteration 123Q: 3 clusters Score -1.005759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.005759e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.005758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -10057591.000000 Penalty: 5404.562012
	Iteration 126Q: 3 clusters Score -1.005759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -10057590.000000 Penalty: 5404.562012
	Iteration 127Q: 3 clusters Score -1.005759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -10057590.000000 Penalty: 5404.562012
	Iteration 128Q: 3 clusters Score -1.005759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -10057589.000000 Penalty: 5404.562012
	Iteration 129Q: 3 clusters Score -1.005759e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -10057599.000000 Penalty: 5404.562012
	Iteration 130Q: 3 clusters Score -1.00576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -10057605.000000 Penalty: 5404.562012
	Iteration 131Q: 3 clusters Score -1.00576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -10057603.000000 Penalty: 5404.562012
	Iteration 132Q: 3 clusters Score -1.00576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.00576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -10057600.000000 Penalty: 5404.562012
	Iteration 134Q: 3 clusters Score -1.00576e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -10057591.000000 Penalty: 5404.562012
	Iteration 135Q: 3 clusters Score -1.005759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.00576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -10057604.000000 Penalty: 5404.562012
	Iteration 137Q: 3 clusters Score -1.00576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -10057608.000000 Penalty: 5404.562012
	Iteration 138Q: 3 clusters Score -1.005761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -10057602.000000 Penalty: 5404.562012
	Iteration 139Q: 3 clusters Score -1.00576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -10057603.000000 Penalty: 5404.562012
	Iteration 140F: 3 clusters Score -1.00576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -10057609.000000 Penalty: 5404.562012
	Iteration 141Q: 3 clusters Score -1.005761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -10057599.000000 Penalty: 5404.562012
	Iteration 142Q: 3 clusters Score -1.00576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -10057601.000000 Penalty: 5404.562012
	Iteration 143Q: 3 clusters Score -1.00576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -10057604.000000 Penalty: 5404.562012
	Iteration 144Q: 3 clusters Score -1.00576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -10057609.000000 Penalty: 5404.562012
	Iteration 145Q: 3 clusters Score -1.005761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -10057600.000000 Penalty: 5404.562012
	Iteration 146Q: 3 clusters Score -1.00576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -10057609.000000 Penalty: 5404.562012
	Iteration 147Q: 3 clusters Score -1.005761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -10057604.000000 Penalty: 5404.562012
	Iteration 148Q: 3 clusters Score -1.00576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -10057597.000000 Penalty: 5404.562012
	Iteration 149Q: 3 clusters Score -1.00576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -10057591.000000 Penalty: 5404.562012
	Iteration 150Q: 3 clusters Score -1.005759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.00576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.00576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -10057595.000000 Penalty: 5404.562012
	Iteration 153Q: 3 clusters Score -1.00576e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -10057586.000000 Penalty: 5404.562012
	Iteration 154Q: 3 clusters Score -1.005759e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -10057583.000000 Penalty: 5404.562012
	Iteration 155Q: 3 clusters Score -1.005758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -10057587.000000 Penalty: 5404.562012
	Iteration 156Q: 3 clusters Score -1.005759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -10057577.000000 Penalty: 5404.562012
	Iteration 157Q: 3 clusters Score -1.005758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.005758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.005758e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1.005756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.005757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.005757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.005758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.005759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -10057589.000000 Penalty: 5404.562012
	Iteration 165Q: 3 clusters Score -1.005759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.005759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -10057594.000000 Penalty: 5404.562012
	Iteration 167Q: 3 clusters Score -1.005759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -10057596.000000 Penalty: 5404.562012
	Iteration 168Q: 3 clusters Score -1.00576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.005759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -10057588.000000 Penalty: 5404.562012
	Iteration 170Q: 3 clusters Score -1.005759e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.005759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.005758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.005759e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.005759e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.005759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.005758e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -10057592.000000 Penalty: 5404.562012
	Iteration 177Q: 3 clusters Score -1.005759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.00576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1.005759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1.005759e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.00576e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -10057602.000000 Penalty: 5404.562012
	Iteration 182Q: 3 clusters Score -1.00576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.00576e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1.005759e+07 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
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	Iteration 185F: 3 clusters Score -1.005759e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42481 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -7841053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7812777 nChanged 19491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7823259 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7823778 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7824338 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7824988 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7825950 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7827448 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -7829651.500000 Penalty: 5285.779297
	Iteration 7F: 3 clusters Score -7829652 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -7832266.000000 Penalty: 5285.779297
	Iteration 8F: 3 clusters Score -7832266 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -7834894 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -7837008 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7838422 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7839111 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -7839423.500000 Penalty: 5285.779297
	Iteration 13Q: 3 clusters Score -7839424 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -7839553.500000 Penalty: 5285.779297
	Iteration 14Q: 3 clusters Score -7839554 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -7839651.000000 Penalty: 5285.779297
	Iteration 15Q: 3 clusters Score -7839651 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -7839702.500000 Penalty: 5285.779297
	Iteration 16Q: 3 clusters Score -7839702 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -7839779.500000 Penalty: 5285.779297
	Iteration 17Q: 3 clusters Score -7839780 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7839795.500000 Penalty: 5285.779297
	Iteration 18Q: 3 clusters Score -7839796 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7839830.000000 Penalty: 5285.779297
	Iteration 19Q: 3 clusters Score -7839830 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39667 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7839856.000000 Penalty: 5285.779297
	Iteration 20F: 3 clusters Score -7839856 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -7839872.500000 Penalty: 5285.779297
	Iteration 21Q: 3 clusters Score -7839872 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7839893.500000 Penalty: 5285.779297
	Iteration 22Q: 3 clusters Score -7839894 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7839897.500000 Penalty: 5285.779297
	Iteration 23Q: 3 clusters Score -7839898 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7839902.500000 Penalty: 5285.779297
	Iteration 24Q: 3 clusters Score -7839902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7839907.000000 Penalty: 5285.779297
	Iteration 25Q: 3 clusters Score -7839907 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7839930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7839922.500000 Penalty: 5285.779297
	Iteration 27Q: 3 clusters Score -7839922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7839908.500000 Penalty: 5285.779297
	Iteration 28Q: 3 clusters Score -7839908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7839922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7839930.000000 Penalty: 5285.779297
	Iteration 30Q: 3 clusters Score -7839930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7839932.500000 Penalty: 5285.779297
	Iteration 31Q: 3 clusters Score -7839932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7839929.000000 Penalty: 5285.779297
	Iteration 32Q: 3 clusters Score -7839929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7839925.000000 Penalty: 5285.779297
	Iteration 33Q: 3 clusters Score -7839925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7839927.000000 Penalty: 5285.779297
	Iteration 34Q: 3 clusters Score -7839927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -7839918.500000 Penalty: 5285.779297
	Iteration 35Q: 3 clusters Score -7839918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7839923.000000 Penalty: 5285.779297
	Iteration 36Q: 3 clusters Score -7839923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7839927.000000 Penalty: 5285.779297
	Iteration 37Q: 3 clusters Score -7839927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7839932.000000 Penalty: 5285.779297
	Iteration 38Q: 3 clusters Score -7839932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7839924.000000 Penalty: 5285.779297
	Iteration 39Q: 3 clusters Score -7839924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7839922.500000 Penalty: 5285.779297
	Iteration 40F: 3 clusters Score -7839922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7839931.000000 Penalty: 5285.779297
	Iteration 41Q: 3 clusters Score -7839931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7839927.500000 Penalty: 5285.779297
	Iteration 42Q: 3 clusters Score -7839928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -7839922.500000 Penalty: 5285.779297
	Iteration 43Q: 3 clusters Score -7839922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7839914.500000 Penalty: 5285.779297
	Iteration 44Q: 3 clusters Score -7839914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7839916.500000 Penalty: 5285.779297
	Iteration 45Q: 3 clusters Score -7839916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7839916.500000 Penalty: 5285.779297
	Iteration 46Q: 3 clusters Score -7839916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7839915.000000 Penalty: 5285.779297
	Iteration 47Q: 3 clusters Score -7839915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7839925.500000 Penalty: 5285.779297
	Iteration 48Q: 3 clusters Score -7839926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7839919.000000 Penalty: 5285.779297
	Iteration 49Q: 3 clusters Score -7839919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7839920.000000 Penalty: 5285.779297
	Iteration 50Q: 3 clusters Score -7839920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7839922.000000 Penalty: 5285.779297
	Iteration 51Q: 3 clusters Score -7839922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7839925.500000 Penalty: 5285.779297
	Iteration 52Q: 3 clusters Score -7839926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7839924.500000 Penalty: 5285.779297
	Iteration 53Q: 3 clusters Score -7839924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7839922.000000 Penalty: 5285.779297
	Iteration 54Q: 3 clusters Score -7839922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -7839923.000000 Penalty: 5285.779297
	Iteration 55Q: 3 clusters Score -7839923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7839919.000000 Penalty: 5285.779297
	Iteration 56Q: 3 clusters Score -7839919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7839913.500000 Penalty: 5285.779297
	Iteration 57Q: 3 clusters Score -7839914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -7839908.500000 Penalty: 5285.779297
	Iteration 58Q: 3 clusters Score -7839908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7839911.000000 Penalty: 5285.779297
	Iteration 59Q: 3 clusters Score -7839911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7839910.500000 Penalty: 5285.779297
	Iteration 60F: 3 clusters Score -7839910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7839912.000000 Penalty: 5285.779297
	Iteration 61Q: 3 clusters Score -7839912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7839912.000000 Penalty: 5285.779297
	Iteration 62F: 3 clusters Score -7839912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Entering Unmasked Estep 
Score: -8081573.000000 Penalty: 2651.540527
	Iteration 0F: 2 clusters Score -8081573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -8052316.000000 Penalty: 5303.081055
	Iteration 0F: 3 clusters Score -8052316 nChanged 20126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -8063531.500000 Penalty: 5303.081055
	Iteration 1F: 3 clusters Score -8063532 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -8064089.500000 Penalty: 5303.081055
	Iteration 2Q: 3 clusters Score -8064090 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -8064673.500000 Penalty: 5303.081055
	Iteration 3Q: 3 clusters Score -8064674 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -8065463.500000 Penalty: 5303.081055
	Iteration 4Q: 3 clusters Score -8065464 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -8066646.500000 Penalty: 5303.081055
	Iteration 5F: 3 clusters Score -8066646 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -8068599.500000 Penalty: 5303.081055
	Iteration 6F: 3 clusters Score -8068600 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -8071523.500000 Penalty: 5303.081055
	Iteration 7F: 3 clusters Score -8071524 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -8074771.000000 Penalty: 5303.081055
	Iteration 8F: 3 clusters Score -8074771 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -8077290.500000 Penalty: 5303.081055
	Iteration 9F: 3 clusters Score -8077290 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -8078460.000000 Penalty: 5303.081055
	Iteration 10Q: 3 clusters Score -8078460 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -8078959.500000 Penalty: 5303.081055
	Iteration 11Q: 3 clusters Score -8078960 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -8079079.500000 Penalty: 5303.081055
	Iteration 12Q: 3 clusters Score -8079080 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -8079173.500000 Penalty: 5303.081055
	Iteration 13Q: 3 clusters Score -8079174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -8079201.500000 Penalty: 5303.081055
	Iteration 14Q: 3 clusters Score -8079202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -8079228.000000 Penalty: 5303.081055
	Iteration 15Q: 3 clusters Score -8079228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8079246.500000 Penalty: 5303.081055
	Iteration 16Q: 3 clusters Score -8079246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -8079257.000000 Penalty: 5303.081055
	Iteration 17Q: 3 clusters Score -8079257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -8079271.500000 Penalty: 5303.081055
	Iteration 18Q: 3 clusters Score -8079272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -8079279.500000 Penalty: 5303.081055
	Iteration 19Q: 3 clusters Score -8079280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -8079274.000000 Penalty: 5303.081055
	Iteration 20F: 3 clusters Score -8079274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -8079285.000000 Penalty: 5303.081055
	Iteration 21Q: 3 clusters Score -8079285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -8079285.000000 Penalty: 5303.081055
	Iteration 22Q: 3 clusters Score -8079285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -8079287.000000 Penalty: 5303.081055
	Iteration 23Q: 3 clusters Score -8079287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8079287.500000 Penalty: 5303.081055
	Iteration 24Q: 3 clusters Score -8079288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -8079299.000000 Penalty: 5303.081055
	Iteration 25Q: 3 clusters Score -8079299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -8079306.000000 Penalty: 5303.081055
	Iteration 26Q: 3 clusters Score -8079306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -8079306.000000 Penalty: 5303.081055
	Iteration 27F: 3 clusters Score -8079306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Entering Unmasked Estep 
Score: -7760817.500000 Penalty: 2640.419434
	Iteration 0F: 2 clusters Score -7760818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -7732623.000000 Penalty: 5280.838867
	Iteration 0F: 3 clusters Score -7732623 nChanged 19287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -7743254.000000 Penalty: 5280.838867
	Iteration 1F: 3 clusters Score -7743254 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -7744022.500000 Penalty: 5280.838867
	Iteration 2Q: 3 clusters Score -7744022 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -7744934.000000 Penalty: 5280.838867
	Iteration 3F: 3 clusters Score -7744934 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -7746327.000000 Penalty: 5280.838867
	Iteration 4F: 3 clusters Score -7746327 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -7748388.000000 Penalty: 5280.838867
	Iteration 5F: 3 clusters Score -7748388 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -7751050.000000 Penalty: 5280.838867
	Iteration 6F: 3 clusters Score -7751050 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -7753885.000000 Penalty: 5280.838867
	Iteration 7F: 3 clusters Score -7753885 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -7756304.500000 Penalty: 5280.838867
	Iteration 8F: 3 clusters Score -7756304 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -7757951.500000 Penalty: 5280.838867
	Iteration 9Q: 3 clusters Score -7757952 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -7758543.500000 Penalty: 5280.838867
	Iteration 10Q: 3 clusters Score -7758544 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -7758716.000000 Penalty: 5280.838867
	Iteration 11Q: 3 clusters Score -7758716 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -7758835.000000 Penalty: 5280.838867
	Iteration 12Q: 3 clusters Score -7758835 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -7758903.000000 Penalty: 5280.838867
	Iteration 13Q: 3 clusters Score -7758903 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -7758981.000000 Penalty: 5280.838867
	Iteration 14Q: 3 clusters Score -7758981 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -7759011.000000 Penalty: 5280.838867
	Iteration 15Q: 3 clusters Score -7759011 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -7759036.500000 Penalty: 5280.838867
	Iteration 16Q: 3 clusters Score -7759036 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -7759071.500000 Penalty: 5280.838867
	Iteration 17Q: 3 clusters Score -7759072 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -7759102.500000 Penalty: 5280.838867
	Iteration 18Q: 3 clusters Score -7759102 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -7759114.500000 Penalty: 5280.838867
	Iteration 19Q: 3 clusters Score -7759114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -7759108.000000 Penalty: 5280.838867
	Iteration 20F: 3 clusters Score -7759108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -7759116.500000 Penalty: 5280.838867
	Iteration 21Q: 3 clusters Score -7759116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -7759130.000000 Penalty: 5280.838867
	Iteration 22Q: 3 clusters Score -7759130 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -7759144.500000 Penalty: 5280.838867
	Iteration 23Q: 3 clusters Score -7759144 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -7759143.000000 Penalty: 5280.838867
	Iteration 24Q: 3 clusters Score -7759143 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -7759157.000000 Penalty: 5280.838867
	Iteration 25Q: 3 clusters Score -7759157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -7759174.000000 Penalty: 5280.838867
	Iteration 26Q: 3 clusters Score -7759174 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -7759196.000000 Penalty: 5280.838867
	Iteration 27Q: 3 clusters Score -7759196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -7759212.000000 Penalty: 5280.838867
	Iteration 28Q: 3 clusters Score -7759212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -7759212.000000 Penalty: 5280.838867
	Iteration 29Q: 3 clusters Score -7759212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -7759208.000000 Penalty: 5280.838867
	Iteration 30Q: 3 clusters Score -7759208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -7759205.000000 Penalty: 5280.838867
	Iteration 31Q: 3 clusters Score -7759205 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -7759210.000000 Penalty: 5280.838867
	Iteration 32Q: 3 clusters Score -7759210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -7759223.000000 Penalty: 5280.838867
	Iteration 33Q: 3 clusters Score -7759223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -7759230.000000 Penalty: 5280.838867
	Iteration 34Q: 3 clusters Score -7759230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -7759224.000000 Penalty: 5280.838867
	Iteration 35Q: 3 clusters Score -7759224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -7759231.000000 Penalty: 5280.838867
	Iteration 36Q: 3 clusters Score -7759231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -7759240.500000 Penalty: 5280.838867
	Iteration 37Q: 3 clusters Score -7759240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -7759234.500000 Penalty: 5280.838867
	Iteration 38Q: 3 clusters Score -7759234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -7759235.500000 Penalty: 5280.838867
	Iteration 39Q: 3 clusters Score -7759236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -7759233.000000 Penalty: 5280.838867
	Iteration 40F: 3 clusters Score -7759233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -7759231.500000 Penalty: 5280.838867
	Iteration 41Q: 3 clusters Score -7759232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -7759231.500000 Penalty: 5280.838867
	Iteration 42Q: 3 clusters Score -7759232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -7759240.500000 Penalty: 5280.838867
	Iteration 43Q: 3 clusters Score -7759240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 39371 members 
Entering Unmasked Estep 
Score: -7759242.500000 Penalty: 5280.838867
	Iteration 44Q: 3 clusters Score -7759242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7759242.500000 Penalty: 5280.838867
	Iteration 45Q: 3 clusters Score -7759242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -7759246.500000 Penalty: 5280.838867
	Iteration 46Q: 3 clusters Score -7759246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -7759256.000000 Penalty: 5280.838867
	Iteration 47Q: 3 clusters Score -7759256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -7759247.000000 Penalty: 5280.838867
	Iteration 48Q: 3 clusters Score -7759247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -7759246.500000 Penalty: 5280.838867
	Iteration 49Q: 3 clusters Score -7759246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -7759246.500000 Penalty: 5280.838867
	Iteration 50Q: 3 clusters Score -7759246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -7759244.500000 Penalty: 5280.838867
	Iteration 51Q: 3 clusters Score -7759244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -7759234.500000 Penalty: 5280.838867
	Iteration 52Q: 3 clusters Score -7759234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -7759229.500000 Penalty: 5280.838867
	Iteration 53Q: 3 clusters Score -7759230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -7759229.500000 Penalty: 5280.838867
	Iteration 54Q: 3 clusters Score -7759230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -7759230.500000 Penalty: 5280.838867
	Iteration 55Q: 3 clusters Score -7759230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -7759229.500000 Penalty: 5280.838867
	Iteration 56Q: 3 clusters Score -7759230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -7759237.500000 Penalty: 5280.838867
	Iteration 57Q: 3 clusters Score -7759238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -7759235.500000 Penalty: 5280.838867
	Iteration 58Q: 3 clusters Score -7759236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -7759232.500000 Penalty: 5280.838867
	Iteration 59Q: 3 clusters Score -7759232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -7759227.500000 Penalty: 5280.838867
	Iteration 60F: 3 clusters Score -7759228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -7759240.000000 Penalty: 5280.838867
	Iteration 61Q: 3 clusters Score -7759240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -7759233.500000 Penalty: 5280.838867
	Iteration 62Q: 3 clusters Score -7759234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -7759236.500000 Penalty: 5280.838867
	Iteration 63Q: 3 clusters Score -7759236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -7759236.000000 Penalty: 5280.838867
	Iteration 64Q: 3 clusters Score -7759236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -7759237.500000 Penalty: 5280.838867
	Iteration 65Q: 3 clusters Score -7759238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -7759237.500000 Penalty: 5280.838867
	Iteration 66F: 3 clusters Score -7759238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -57662.847656 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -57662.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56168.742188 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -56168.74 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -56460.792969 Penalty: 3102.852051
	Iteration 1F: 3 clusters Score -56460.79 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -56799.152344 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -56799.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -56962.480469 Penalty: 3102.852051
	Iteration 3F: 3 clusters Score -56962.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57057.078125 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -57057.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -57142.550781 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -57142.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57193.230469 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -57193.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57227.222656 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -57227.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57287.148438 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -57287.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57319.980469 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -57319.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57351.539062 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -57351.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57377.339844 Penalty: 3102.852051
	Iteration 11Q: 3 clusters Score -57377.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57389.074219 Penalty: 3102.852051
	Iteration 12Q: 3 clusters Score -57389.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57393.507812 Penalty: 3102.852051
	Iteration 13Q: 3 clusters Score -57393.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57395.546875 Penalty: 3102.852051
	Iteration 14Q: 3 clusters Score -57395.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57399.500000 Penalty: 3102.852051
	Iteration 15Q: 3 clusters Score -57399.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57400.859375 Penalty: 3102.852051
	Iteration 16Q: 3 clusters Score -57400.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -57400.859375 Penalty: 3102.852051
	Iteration 17F: 3 clusters Score -57400.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Entering Unmasked Estep 
Score: -9080995.000000 Penalty: 2679.546631
	Iteration 0F: 2 clusters Score -9080995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -9049770.000000 Penalty: 5359.093262
	Iteration 0F: 3 clusters Score -9049770 nChanged 22814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -9062254.000000 Penalty: 5359.093262
	Iteration 1F: 3 clusters Score -9062254 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -9062717.000000 Penalty: 5359.093262
	Iteration 2Q: 3 clusters Score -9062717 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -9063081.000000 Penalty: 5359.093262
	Iteration 3Q: 3 clusters Score -9063081 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -9063351.000000 Penalty: 5359.093262
	Iteration 4Q: 3 clusters Score -9063351 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -9063706.000000 Penalty: 5359.093262
	Iteration 5Q: 3 clusters Score -9063706 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -9064111.000000 Penalty: 5359.093262
	Iteration 6Q: 3 clusters Score -9064111 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -9064462.000000 Penalty: 5359.093262
	Iteration 7Q: 3 clusters Score -9064462 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -9064840.000000 Penalty: 5359.093262
	Iteration 8Q: 3 clusters Score -9064840 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -9065284.000000 Penalty: 5359.093262
	Iteration 9Q: 3 clusters Score -9065284 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -9065986.000000 Penalty: 5359.093262
	Iteration 10Q: 3 clusters Score -9065986 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -9067036.000000 Penalty: 5359.093262
	Iteration 11Q: 3 clusters Score -9067036 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -9068662.000000 Penalty: 5359.093262
	Iteration 12Q: 3 clusters Score -9068662 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -9071142.000000 Penalty: 5359.093262
	Iteration 13F: 3 clusters Score -9071142 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -9073990.000000 Penalty: 5359.093262
	Iteration 14F: 3 clusters Score -9073990 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -9075941.000000 Penalty: 5359.093262
	Iteration 15F: 3 clusters Score -9075941 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -9076945.000000 Penalty: 5359.093262
	Iteration 16Q: 3 clusters Score -9076945 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -9077431.000000 Penalty: 5359.093262
	Iteration 17Q: 3 clusters Score -9077431 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -9077783.000000 Penalty: 5359.093262
	Iteration 18Q: 3 clusters Score -9077783 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -9078011.000000 Penalty: 5359.093262
	Iteration 19Q: 3 clusters Score -9078011 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -9078173.000000 Penalty: 5359.093262
	Iteration 20F: 3 clusters Score -9078173 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -9078287.000000 Penalty: 5359.093262
	Iteration 21Q: 3 clusters Score -9078287 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -9078383.000000 Penalty: 5359.093262
	Iteration 22Q: 3 clusters Score -9078383 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -9078438.000000 Penalty: 5359.093262
	Iteration 23Q: 3 clusters Score -9078438 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -9078467.000000 Penalty: 5359.093262
	Iteration 24Q: 3 clusters Score -9078467 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -9078496.000000 Penalty: 5359.093262
	Iteration 25Q: 3 clusters Score -9078496 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -9078530.000000 Penalty: 5359.093262
	Iteration 26Q: 3 clusters Score -9078530 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -9078541.000000 Penalty: 5359.093262
	Iteration 27Q: 3 clusters Score -9078541 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -9078566.000000 Penalty: 5359.093262
	Iteration 28Q: 3 clusters Score -9078566 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -9078607.000000 Penalty: 5359.093262
	Iteration 29Q: 3 clusters Score -9078607 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -9078590.000000 Penalty: 5359.093262
	Iteration 30Q: 3 clusters Score -9078590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34996 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -9078602.000000 Penalty: 5359.093262
	Iteration 31Q: 3 clusters Score -9078602 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -9078666.000000 Penalty: 5359.093262
	Iteration 32Q: 3 clusters Score -9078666 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -9078690.000000 Penalty: 5359.093262
	Iteration 33Q: 3 clusters Score -9078690 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -9078701.000000 Penalty: 5359.093262
	Iteration 34Q: 3 clusters Score -9078701 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -9078732.000000 Penalty: 5359.093262
	Iteration 35Q: 3 clusters Score -9078732 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -9078753.000000 Penalty: 5359.093262
	Iteration 36Q: 3 clusters Score -9078753 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -9078747.000000 Penalty: 5359.093262
	Iteration 37Q: 3 clusters Score -9078747 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -9078738.000000 Penalty: 5359.093262
	Iteration 38Q: 3 clusters Score -9078738 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -9078782.000000 Penalty: 5359.093262
	Iteration 39Q: 3 clusters Score -9078782 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -9078819.000000 Penalty: 5359.093262
	Iteration 40F: 3 clusters Score -9078819 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -9078828.000000 Penalty: 5359.093262
	Iteration 41Q: 3 clusters Score -9078828 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -9078829.000000 Penalty: 5359.093262
	Iteration 42Q: 3 clusters Score -9078829 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -9078861.000000 Penalty: 5359.093262
	Iteration 43Q: 3 clusters Score -9078861 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -9078893.000000 Penalty: 5359.093262
	Iteration 44Q: 3 clusters Score -9078893 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -9078894.000000 Penalty: 5359.093262
	Iteration 45Q: 3 clusters Score -9078894 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -9078910.000000 Penalty: 5359.093262
	Iteration 46Q: 3 clusters Score -9078910 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -9078943.000000 Penalty: 5359.093262
	Iteration 47Q: 3 clusters Score -9078943 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -9078952.000000 Penalty: 5359.093262
	Iteration 48Q: 3 clusters Score -9078952 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -9078965.000000 Penalty: 5359.093262
	Iteration 49Q: 3 clusters Score -9078965 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -9079005.000000 Penalty: 5359.093262
	Iteration 50Q: 3 clusters Score -9079005 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -9078999.000000 Penalty: 5359.093262
	Iteration 51Q: 3 clusters Score -9078999 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -9079029.000000 Penalty: 5359.093262
	Iteration 52Q: 3 clusters Score -9079029 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -9079043.000000 Penalty: 5359.093262
	Iteration 53Q: 3 clusters Score -9079043 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -9079059.000000 Penalty: 5359.093262
	Iteration 54Q: 3 clusters Score -9079059 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -9079030.000000 Penalty: 5359.093262
	Iteration 55Q: 3 clusters Score -9079030 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -9079123.000000 Penalty: 5359.093262
	Iteration 56Q: 3 clusters Score -9079123 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -9079139.000000 Penalty: 5359.093262
	Iteration 57Q: 3 clusters Score -9079139 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -9079157.000000 Penalty: 5359.093262
	Iteration 58Q: 3 clusters Score -9079157 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -9079200.000000 Penalty: 5359.093262
	Iteration 59Q: 3 clusters Score -9079200 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -9079194.000000 Penalty: 5359.093262
	Iteration 60F: 3 clusters Score -9079194 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -9079245.000000 Penalty: 5359.093262
	Iteration 61Q: 3 clusters Score -9079245 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -9079293.000000 Penalty: 5359.093262
	Iteration 62Q: 3 clusters Score -9079293 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -9079310.000000 Penalty: 5359.093262
	Iteration 63Q: 3 clusters Score -9079310 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -9079316.000000 Penalty: 5359.093262
	Iteration 64Q: 3 clusters Score -9079316 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -9079320.000000 Penalty: 5359.093262
	Iteration 65Q: 3 clusters Score -9079320 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -9079315.000000 Penalty: 5359.093262
	Iteration 66Q: 3 clusters Score -9079315 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -9079313.000000 Penalty: 5359.093262
	Iteration 67Q: 3 clusters Score -9079313 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -9079295.000000 Penalty: 5359.093262
	Iteration 68Q: 3 clusters Score -9079295 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -9079282.000000 Penalty: 5359.093262
	Iteration 69Q: 3 clusters Score -9079282 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -9079281.000000 Penalty: 5359.093262
	Iteration 70Q: 3 clusters Score -9079281 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -9079260.000000 Penalty: 5359.093262
	Iteration 71Q: 3 clusters Score -9079260 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -9079227.000000 Penalty: 5359.093262
	Iteration 72Q: 3 clusters Score -9079227 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -9079200.000000 Penalty: 5359.093262
	Iteration 73Q: 3 clusters Score -9079200 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -9079183.000000 Penalty: 5359.093262
	Iteration 74Q: 3 clusters Score -9079183 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -9079171.000000 Penalty: 5359.093262
	Iteration 75Q: 3 clusters Score -9079171 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -9079167.000000 Penalty: 5359.093262
	Iteration 76Q: 3 clusters Score -9079167 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -9079168.000000 Penalty: 5359.093262
	Iteration 77Q: 3 clusters Score -9079168 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -9079117.000000 Penalty: 5359.093262
	Iteration 78Q: 3 clusters Score -9079117 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -9079082.000000 Penalty: 5359.093262
	Iteration 79Q: 3 clusters Score -9079082 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -9079063.000000 Penalty: 5359.093262
	Iteration 80F: 3 clusters Score -9079063 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9079063.000000 Penalty: 5359.093262
	Iteration 81Q: 3 clusters Score -9079063 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -9078997.000000 Penalty: 5359.093262
	Iteration 82Q: 3 clusters Score -9078997 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -9079004.000000 Penalty: 5359.093262
	Iteration 83Q: 3 clusters Score -9079004 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -9079009.000000 Penalty: 5359.093262
	Iteration 84Q: 3 clusters Score -9079009 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9078971.000000 Penalty: 5359.093262
	Iteration 85Q: 3 clusters Score -9078971 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9078956.000000 Penalty: 5359.093262
	Iteration 86Q: 3 clusters Score -9078956 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47735 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -9078969.000000 Penalty: 5359.093262
	Iteration 87Q: 3 clusters Score -9078969 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -9078944.000000 Penalty: 5359.093262
	Iteration 88Q: 3 clusters Score -9078944 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9078953.000000 Penalty: 5359.093262
	Iteration 89Q: 3 clusters Score -9078953 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9078942.000000 Penalty: 5359.093262
	Iteration 90Q: 3 clusters Score -9078942 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9078935.000000 Penalty: 5359.093262
	Iteration 91Q: 3 clusters Score -9078935 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9078929.000000 Penalty: 5359.093262
	Iteration 92Q: 3 clusters Score -9078929 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9078947.000000 Penalty: 5359.093262
	Iteration 93Q: 3 clusters Score -9078947 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9078970.000000 Penalty: 5359.093262
	Iteration 94Q: 3 clusters Score -9078970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9078981.000000 Penalty: 5359.093262
	Iteration 95Q: 3 clusters Score -9078981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9078984.000000 Penalty: 5359.093262
	Iteration 96Q: 3 clusters Score -9078984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9079001.000000 Penalty: 5359.093262
	Iteration 97Q: 3 clusters Score -9079001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9078997.000000 Penalty: 5359.093262
	Iteration 98Q: 3 clusters Score -9078997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9079013.000000 Penalty: 5359.093262
	Iteration 99Q: 3 clusters Score -9079013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48669 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9079022.000000 Penalty: 5359.093262
	Iteration 100F: 3 clusters Score -9079022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9079037.000000 Penalty: 5359.093262
	Iteration 101Q: 3 clusters Score -9079037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9079041.000000 Penalty: 5359.093262
	Iteration 102Q: 3 clusters Score -9079041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9079040.000000 Penalty: 5359.093262
	Iteration 103Q: 3 clusters Score -9079040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9079044.000000 Penalty: 5359.093262
	Iteration 104Q: 3 clusters Score -9079044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9079040.000000 Penalty: 5359.093262
	Iteration 105Q: 3 clusters Score -9079040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9079044.000000 Penalty: 5359.093262
	Iteration 106Q: 3 clusters Score -9079044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9079044.000000 Penalty: 5359.093262
	Iteration 107F: 3 clusters Score -9079044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Entering Unmasked Estep 
Score: -516575.468750 Penalty: 1968.468872
	Iteration 0F: 2 clusters Score -516575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -513442.843750 Penalty: 3936.937744
	Iteration 0F: 3 clusters Score -513442.8 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -514070.906250 Penalty: 3936.937744
	Iteration 1F: 3 clusters Score -514070.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -514235.687500 Penalty: 3936.937744
	Iteration 2F: 3 clusters Score -514235.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -514313.437500 Penalty: 3936.937744
	Iteration 3Q: 3 clusters Score -514313.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -514357.125000 Penalty: 3936.937744
	Iteration 4Q: 3 clusters Score -514357.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -514393.218750 Penalty: 3936.937744
	Iteration 5Q: 3 clusters Score -514393.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -514414.843750 Penalty: 3936.937744
	Iteration 6Q: 3 clusters Score -514414.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -514429.375000 Penalty: 3936.937744
	Iteration 7Q: 3 clusters Score -514429.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -514441.843750 Penalty: 3936.937744
	Iteration 8Q: 3 clusters Score -514441.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -514454.156250 Penalty: 3936.937744
	Iteration 9Q: 3 clusters Score -514454.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -514462.093750 Penalty: 3936.937744
	Iteration 10Q: 3 clusters Score -514462.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -514468.593750 Penalty: 3936.937744
	Iteration 11Q: 3 clusters Score -514468.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -514474.781250 Penalty: 3936.937744
	Iteration 12Q: 3 clusters Score -514474.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -514479.437500 Penalty: 3936.937744
	Iteration 13Q: 3 clusters Score -514479.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -514484.593750 Penalty: 3936.937744
	Iteration 14Q: 3 clusters Score -514484.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -514488.312500 Penalty: 3936.937744
	Iteration 15Q: 3 clusters Score -514488.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -514490.906250 Penalty: 3936.937744
	Iteration 16Q: 3 clusters Score -514490.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -514496.000000 Penalty: 3936.937744
	Iteration 17Q: 3 clusters Score -514496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -514499.843750 Penalty: 3936.937744
	Iteration 18Q: 3 clusters Score -514499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -514503.343750 Penalty: 3936.937744
	Iteration 19Q: 3 clusters Score -514503.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -514506.281250 Penalty: 3936.937744
	Iteration 20F: 3 clusters Score -514506.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -514509.062500 Penalty: 3936.937744
	Iteration 21Q: 3 clusters Score -514509.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -514513.750000 Penalty: 3936.937744
	Iteration 22Q: 3 clusters Score -514513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -514516.906250 Penalty: 3936.937744
	Iteration 23Q: 3 clusters Score -514516.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -514522.093750 Penalty: 3936.937744
	Iteration 24Q: 3 clusters Score -514522.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -514528.156250 Penalty: 3936.937744
	Iteration 25Q: 3 clusters Score -514528.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -514537.125000 Penalty: 3936.937744
	Iteration 26Q: 3 clusters Score -514537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -514541.718750 Penalty: 3936.937744
	Iteration 27Q: 3 clusters Score -514541.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -514547.031250 Penalty: 3936.937744
	Iteration 28Q: 3 clusters Score -514547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -514553.250000 Penalty: 3936.937744
	Iteration 29Q: 3 clusters Score -514553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -514560.375000 Penalty: 3936.937744
	Iteration 30Q: 3 clusters Score -514560.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -514568.781250 Penalty: 3936.937744
	Iteration 31Q: 3 clusters Score -514568.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -514579.843750 Penalty: 3936.937744
	Iteration 32Q: 3 clusters Score -514579.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -514587.468750 Penalty: 3936.937744
	Iteration 33Q: 3 clusters Score -514587.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -514597.468750 Penalty: 3936.937744
	Iteration 34Q: 3 clusters Score -514597.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -514602.343750 Penalty: 3936.937744
	Iteration 35Q: 3 clusters Score -514602.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -514606.531250 Penalty: 3936.937744
	Iteration 36Q: 3 clusters Score -514606.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -514612.062500 Penalty: 3936.937744
	Iteration 37Q: 3 clusters Score -514612.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -514618.156250 Penalty: 3936.937744
	Iteration 38Q: 3 clusters Score -514618.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -514621.562500 Penalty: 3936.937744
	Iteration 39Q: 3 clusters Score -514621.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -514628.000000 Penalty: 3936.937744
	Iteration 40F: 3 clusters Score -514628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -514631.875000 Penalty: 3936.937744
	Iteration 41Q: 3 clusters Score -514631.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -514635.062500 Penalty: 3936.937744
	Iteration 42Q: 3 clusters Score -514635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -514637.468750 Penalty: 3936.937744
	Iteration 43Q: 3 clusters Score -514637.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -514639.906250 Penalty: 3936.937744
	Iteration 44Q: 3 clusters Score -514639.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -514644.875000 Penalty: 3936.937744
	Iteration 45Q: 3 clusters Score -514644.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -514649.250000 Penalty: 3936.937744
	Iteration 46Q: 3 clusters Score -514649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -514651.906250 Penalty: 3936.937744
	Iteration 47Q: 3 clusters Score -514651.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -514655.750000 Penalty: 3936.937744
	Iteration 48Q: 3 clusters Score -514655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -514659.375000 Penalty: 3936.937744
	Iteration 49Q: 3 clusters Score -514659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -514661.687500 Penalty: 3936.937744
	Iteration 50Q: 3 clusters Score -514661.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -514662.562500 Penalty: 3936.937744
	Iteration 51Q: 3 clusters Score -514662.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -514664.968750 Penalty: 3936.937744
	Iteration 52Q: 3 clusters Score -514665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -514667.875000 Penalty: 3936.937744
	Iteration 53Q: 3 clusters Score -514667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -514670.343750 Penalty: 3936.937744
	Iteration 54Q: 3 clusters Score -514670.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -514671.593750 Penalty: 3936.937744
	Iteration 55Q: 3 clusters Score -514671.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -514674.968750 Penalty: 3936.937744
	Iteration 56Q: 3 clusters Score -514675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -514678.531250 Penalty: 3936.937744
	Iteration 57Q: 3 clusters Score -514678.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -514679.843750 Penalty: 3936.937744
	Iteration 58Q: 3 clusters Score -514679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -514681.125000 Penalty: 3936.937744
	Iteration 59Q: 3 clusters Score -514681.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -514683.125000 Penalty: 3936.937744
	Iteration 60F: 3 clusters Score -514683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -514684.843750 Penalty: 3936.937744
	Iteration 61Q: 3 clusters Score -514684.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -514686.250000 Penalty: 3936.937744
	Iteration 62Q: 3 clusters Score -514686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -514687.437500 Penalty: 3936.937744
	Iteration 63Q: 3 clusters Score -514687.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -514689.343750 Penalty: 3936.937744
	Iteration 64Q: 3 clusters Score -514689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -514690.687500 Penalty: 3936.937744
	Iteration 65Q: 3 clusters Score -514690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -514690.843750 Penalty: 3936.937744
	Iteration 66Q: 3 clusters Score -514690.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -514692.343750 Penalty: 3936.937744
	Iteration 67Q: 3 clusters Score -514692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -514693.250000 Penalty: 3936.937744
	Iteration 68Q: 3 clusters Score -514693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -514693.906250 Penalty: 3936.937744
	Iteration 69Q: 3 clusters Score -514693.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -514693.906250 Penalty: 3936.937744
	Iteration 70F: 3 clusters Score -514693.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Entering Unmasked Estep 
Score: -1483254.875000 Penalty: 2228.328369
	Iteration 0F: 2 clusters Score -1483255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1476803.875000 Penalty: 4456.656738
	Iteration 0F: 3 clusters Score -1476804 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1478544.875000 Penalty: 4456.656738
	Iteration 1F: 3 clusters Score -1478545 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1478765.000000 Penalty: 4456.656738
	Iteration 2F: 3 clusters Score -1478765 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1478942.000000 Penalty: 4456.656738
	Iteration 3Q: 3 clusters Score -1478942 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1479084.250000 Penalty: 4456.656738
	Iteration 4Q: 3 clusters Score -1479084 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1479212.500000 Penalty: 4456.656738
	Iteration 5Q: 3 clusters Score -1479212 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1479319.500000 Penalty: 4456.656738
	Iteration 6Q: 3 clusters Score -1479320 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1479447.375000 Penalty: 4456.656738
	Iteration 7Q: 3 clusters Score -1479447 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1479592.375000 Penalty: 4456.656738
	Iteration 8Q: 3 clusters Score -1479592 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1479741.375000 Penalty: 4456.656738
	Iteration 9Q: 3 clusters Score -1479741 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1479896.375000 Penalty: 4456.656738
	Iteration 10Q: 3 clusters Score -1479896 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1480082.375000 Penalty: 4456.656738
	Iteration 11Q: 3 clusters Score -1480082 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1480280.125000 Penalty: 4456.656738
	Iteration 12Q: 3 clusters Score -1480280 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1480469.375000 Penalty: 4456.656738
	Iteration 13Q: 3 clusters Score -1480469 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1480653.125000 Penalty: 4456.656738
	Iteration 14Q: 3 clusters Score -1480653 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1480810.875000 Penalty: 4456.656738
	Iteration 15Q: 3 clusters Score -1480811 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1480941.125000 Penalty: 4456.656738
	Iteration 16Q: 3 clusters Score -1480941 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1481048.000000 Penalty: 4456.656738
	Iteration 17Q: 3 clusters Score -1481048 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1481123.625000 Penalty: 4456.656738
	Iteration 18Q: 3 clusters Score -1481124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1481175.500000 Penalty: 4456.656738
	Iteration 19Q: 3 clusters Score -1481176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1481214.375000 Penalty: 4456.656738
	Iteration 20F: 3 clusters Score -1481214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1481237.500000 Penalty: 4456.656738
	Iteration 21Q: 3 clusters Score -1481238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1481258.125000 Penalty: 4456.656738
	Iteration 22Q: 3 clusters Score -1481258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1481277.375000 Penalty: 4456.656738
	Iteration 23Q: 3 clusters Score -1481277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1481289.750000 Penalty: 4456.656738
	Iteration 24Q: 3 clusters Score -1481290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1481296.125000 Penalty: 4456.656738
	Iteration 25Q: 3 clusters Score -1481296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1481314.750000 Penalty: 4456.656738
	Iteration 26Q: 3 clusters Score -1481315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1481335.375000 Penalty: 4456.656738
	Iteration 27Q: 3 clusters Score -1481335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1481344.875000 Penalty: 4456.656738
	Iteration 28Q: 3 clusters Score -1481345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1481350.125000 Penalty: 4456.656738
	Iteration 29Q: 3 clusters Score -1481350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1481351.750000 Penalty: 4456.656738
	Iteration 30Q: 3 clusters Score -1481352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1481354.500000 Penalty: 4456.656738
	Iteration 31Q: 3 clusters Score -1481354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1481360.500000 Penalty: 4456.656738
	Iteration 32Q: 3 clusters Score -1481360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1481363.375000 Penalty: 4456.656738
	Iteration 33Q: 3 clusters Score -1481363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1481367.875000 Penalty: 4456.656738
	Iteration 34Q: 3 clusters Score -1481368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1481366.875000 Penalty: 4456.656738
	Iteration 35Q: 3 clusters Score -1481367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1481367.375000 Penalty: 4456.656738
	Iteration 36Q: 3 clusters Score -1481367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1481370.625000 Penalty: 4456.656738
	Iteration 37Q: 3 clusters Score -1481371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1481368.875000 Penalty: 4456.656738
	Iteration 38Q: 3 clusters Score -1481369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1481368.875000 Penalty: 4456.656738
	Iteration 39F: 3 clusters Score -1481369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Entering Unmasked Estep 
Score: -9016772.000000 Penalty: 2674.834229
	Iteration 0F: 2 clusters Score -9016772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -8987149.000000 Penalty: 5349.668457
	Iteration 0F: 3 clusters Score -8987149 nChanged 22342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -8999716.000000 Penalty: 5349.668457
	Iteration 1F: 3 clusters Score -8999716 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -9000649.000000 Penalty: 5349.668457
	Iteration 2Q: 3 clusters Score -9000649 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -9001561.000000 Penalty: 5349.668457
	Iteration 3F: 3 clusters Score -9001561 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -9002896.000000 Penalty: 5349.668457
	Iteration 4F: 3 clusters Score -9002896 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -9004382.000000 Penalty: 5349.668457
	Iteration 5F: 3 clusters Score -9004382 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -9006048.000000 Penalty: 5349.668457
	Iteration 6F: 3 clusters Score -9006048 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -9007935.000000 Penalty: 5349.668457
	Iteration 7F: 3 clusters Score -9007935 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -9009751.000000 Penalty: 5349.668457
	Iteration 8F: 3 clusters Score -9009751 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -9011014.000000 Penalty: 5349.668457
	Iteration 9Q: 3 clusters Score -9011014 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -9011693.000000 Penalty: 5349.668457
	Iteration 10Q: 3 clusters Score -9011693 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -9012067.000000 Penalty: 5349.668457
	Iteration 11Q: 3 clusters Score -9012067 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -9012234.000000 Penalty: 5349.668457
	Iteration 12Q: 3 clusters Score -9012234 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -9012310.000000 Penalty: 5349.668457
	Iteration 13Q: 3 clusters Score -9012310 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -9012455.000000 Penalty: 5349.668457
	Iteration 14Q: 3 clusters Score -9012455 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -9012620.000000 Penalty: 5349.668457
	Iteration 15Q: 3 clusters Score -9012620 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -9012694.000000 Penalty: 5349.668457
	Iteration 16Q: 3 clusters Score -9012694 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -9012772.000000 Penalty: 5349.668457
	Iteration 17Q: 3 clusters Score -9012772 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -9012884.000000 Penalty: 5349.668457
	Iteration 18Q: 3 clusters Score -9012884 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -9012981.000000 Penalty: 5349.668457
	Iteration 19Q: 3 clusters Score -9012981 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -9013097.000000 Penalty: 5349.668457
	Iteration 20F: 3 clusters Score -9013097 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -9013193.000000 Penalty: 5349.668457
	Iteration 21Q: 3 clusters Score -9013193 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -9013251.000000 Penalty: 5349.668457
	Iteration 22Q: 3 clusters Score -9013251 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -9013290.000000 Penalty: 5349.668457
	Iteration 23Q: 3 clusters Score -9013290 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -9013329.000000 Penalty: 5349.668457
	Iteration 24Q: 3 clusters Score -9013329 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -9013409.000000 Penalty: 5349.668457
	Iteration 25Q: 3 clusters Score -9013409 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -9013483.000000 Penalty: 5349.668457
	Iteration 26Q: 3 clusters Score -9013483 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -9013572.000000 Penalty: 5349.668457
	Iteration 27Q: 3 clusters Score -9013572 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -9013665.000000 Penalty: 5349.668457
	Iteration 28Q: 3 clusters Score -9013665 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -9013691.000000 Penalty: 5349.668457
	Iteration 29Q: 3 clusters Score -9013691 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -9013764.000000 Penalty: 5349.668457
	Iteration 30Q: 3 clusters Score -9013764 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -9013866.000000 Penalty: 5349.668457
	Iteration 31Q: 3 clusters Score -9013866 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -9013924.000000 Penalty: 5349.668457
	Iteration 32Q: 3 clusters Score -9013924 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -9013962.000000 Penalty: 5349.668457
	Iteration 33Q: 3 clusters Score -9013962 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -9013992.000000 Penalty: 5349.668457
	Iteration 34Q: 3 clusters Score -9013992 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -9014064.000000 Penalty: 5349.668457
	Iteration 35Q: 3 clusters Score -9014064 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -9014108.000000 Penalty: 5349.668457
	Iteration 36Q: 3 clusters Score -9014108 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -9014171.000000 Penalty: 5349.668457
	Iteration 37Q: 3 clusters Score -9014171 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -9014216.000000 Penalty: 5349.668457
	Iteration 38Q: 3 clusters Score -9014216 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -9014259.000000 Penalty: 5349.668457
	Iteration 39Q: 3 clusters Score -9014259 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -9014318.000000 Penalty: 5349.668457
	Iteration 40F: 3 clusters Score -9014318 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -9014382.000000 Penalty: 5349.668457
	Iteration 41Q: 3 clusters Score -9014382 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -9014476.000000 Penalty: 5349.668457
	Iteration 42Q: 3 clusters Score -9014476 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -9014523.000000 Penalty: 5349.668457
	Iteration 43Q: 3 clusters Score -9014523 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -9014605.000000 Penalty: 5349.668457
	Iteration 44Q: 3 clusters Score -9014605 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -9014637.000000 Penalty: 5349.668457
	Iteration 45Q: 3 clusters Score -9014637 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -9014748.000000 Penalty: 5349.668457
	Iteration 46Q: 3 clusters Score -9014748 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -9014832.000000 Penalty: 5349.668457
	Iteration 47Q: 3 clusters Score -9014832 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -9014954.000000 Penalty: 5349.668457
	Iteration 48Q: 3 clusters Score -9014954 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -9015084.000000 Penalty: 5349.668457
	Iteration 49Q: 3 clusters Score -9015084 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -9015204.000000 Penalty: 5349.668457
	Iteration 50Q: 3 clusters Score -9015204 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -9015304.000000 Penalty: 5349.668457
	Iteration 51Q: 3 clusters Score -9015304 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -9015425.000000 Penalty: 5349.668457
	Iteration 52Q: 3 clusters Score -9015425 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -9015547.000000 Penalty: 5349.668457
	Iteration 53Q: 3 clusters Score -9015547 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -9015629.000000 Penalty: 5349.668457
	Iteration 54Q: 3 clusters Score -9015629 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -9015751.000000 Penalty: 5349.668457
	Iteration 55Q: 3 clusters Score -9015751 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -9015824.000000 Penalty: 5349.668457
	Iteration 56Q: 3 clusters Score -9015824 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -9015928.000000 Penalty: 5349.668457
	Iteration 57Q: 3 clusters Score -9015928 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -9016030.000000 Penalty: 5349.668457
	Iteration 58Q: 3 clusters Score -9016030 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -9016080.000000 Penalty: 5349.668457
	Iteration 59Q: 3 clusters Score -9016080 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -9016101.000000 Penalty: 5349.668457
	Iteration 60F: 3 clusters Score -9016101 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -9016105.000000 Penalty: 5349.668457
	Iteration 61Q: 3 clusters Score -9016105 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -9016099.000000 Penalty: 5349.668457
	Iteration 62Q: 3 clusters Score -9016099 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -9016089.000000 Penalty: 5349.668457
	Iteration 63Q: 3 clusters Score -9016089 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -9016111.000000 Penalty: 5349.668457
	Iteration 64Q: 3 clusters Score -9016111 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -9016135.000000 Penalty: 5349.668457
	Iteration 65Q: 3 clusters Score -9016135 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -9016140.000000 Penalty: 5349.668457
	Iteration 66Q: 3 clusters Score -9016140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -9016172.000000 Penalty: 5349.668457
	Iteration 67Q: 3 clusters Score -9016172 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -9016179.000000 Penalty: 5349.668457
	Iteration 68Q: 3 clusters Score -9016179 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -9016178.000000 Penalty: 5349.668457
	Iteration 69Q: 3 clusters Score -9016178 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -9016196.000000 Penalty: 5349.668457
	Iteration 70Q: 3 clusters Score -9016196 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -9016201.000000 Penalty: 5349.668457
	Iteration 71Q: 3 clusters Score -9016201 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -9016241.000000 Penalty: 5349.668457
	Iteration 72Q: 3 clusters Score -9016241 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -9016242.000000 Penalty: 5349.668457
	Iteration 73Q: 3 clusters Score -9016242 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -9016260.000000 Penalty: 5349.668457
	Iteration 74Q: 3 clusters Score -9016260 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -9016254.000000 Penalty: 5349.668457
	Iteration 75Q: 3 clusters Score -9016254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -9016271.000000 Penalty: 5349.668457
	Iteration 76Q: 3 clusters Score -9016271 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -9016297.000000 Penalty: 5349.668457
	Iteration 77Q: 3 clusters Score -9016297 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -9016320.000000 Penalty: 5349.668457
	Iteration 78Q: 3 clusters Score -9016320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -9016334.000000 Penalty: 5349.668457
	Iteration 79Q: 3 clusters Score -9016334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -9016351.000000 Penalty: 5349.668457
	Iteration 80F: 3 clusters Score -9016351 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -9016355.000000 Penalty: 5349.668457
	Iteration 81Q: 3 clusters Score -9016355 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -9016380.000000 Penalty: 5349.668457
	Iteration 82Q: 3 clusters Score -9016380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -9016376.000000 Penalty: 5349.668457
	Iteration 83Q: 3 clusters Score -9016376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -9016398.000000 Penalty: 5349.668457
	Iteration 84Q: 3 clusters Score -9016398 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -9016413.000000 Penalty: 5349.668457
	Iteration 85Q: 3 clusters Score -9016413 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -9016416.000000 Penalty: 5349.668457
	Iteration 86Q: 3 clusters Score -9016416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -9016408.000000 Penalty: 5349.668457
	Iteration 87Q: 3 clusters Score -9016408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -9016396.000000 Penalty: 5349.668457
	Iteration 88Q: 3 clusters Score -9016396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -9016405.000000 Penalty: 5349.668457
	Iteration 89Q: 3 clusters Score -9016405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -9016408.000000 Penalty: 5349.668457
	Iteration 90Q: 3 clusters Score -9016408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -9016402.000000 Penalty: 5349.668457
	Iteration 91Q: 3 clusters Score -9016402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -9016392.000000 Penalty: 5349.668457
	Iteration 92Q: 3 clusters Score -9016392 nChanged 14
Entering Unmasked Mstep 
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	Iteration 96Q: 3 clusters Score -9016418 nChanged 9
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	Iteration 97Q: 3 clusters Score -9016413 nChanged 14
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	Iteration 100F: 3 clusters Score -9016410 nChanged 12
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	Iteration 101Q: 3 clusters Score -9016422 nChanged 12
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	Iteration 102Q: 3 clusters Score -9016440 nChanged 12
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	Iteration 103Q: 3 clusters Score -9016429 nChanged 19
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	Iteration 109Q: 3 clusters Score -9016457 nChanged 31
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	Iteration 120F: 3 clusters Score -9016452 nChanged 11
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	Iteration 160F: 3 clusters Score -9016466 nChanged 6
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	Iteration 187Q: 3 clusters Score -9016465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -9016475.000000 Penalty: 5349.668457
	Iteration 188Q: 3 clusters Score -9016475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -9016483.000000 Penalty: 5349.668457
	Iteration 189Q: 3 clusters Score -9016483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -9016483.000000 Penalty: 5349.668457
	Iteration 190Q: 3 clusters Score -9016483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -9016474.000000 Penalty: 5349.668457
	Iteration 191Q: 3 clusters Score -9016474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -9016470.000000 Penalty: 5349.668457
	Iteration 192Q: 3 clusters Score -9016470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -9016472.000000 Penalty: 5349.668457
	Iteration 193Q: 3 clusters Score -9016472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -9016480.000000 Penalty: 5349.668457
	Iteration 194Q: 3 clusters Score -9016480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -9016486.000000 Penalty: 5349.668457
	Iteration 195Q: 3 clusters Score -9016486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -9016485.000000 Penalty: 5349.668457
	Iteration 196Q: 3 clusters Score -9016485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -9016487.000000 Penalty: 5349.668457
	Iteration 197Q: 3 clusters Score -9016487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -9016485.000000 Penalty: 5349.668457
	Iteration 198Q: 3 clusters Score -9016485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -9016486.000000 Penalty: 5349.668457
	Iteration 199Q: 3 clusters Score -9016486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -9016484.000000 Penalty: 5349.668457
	Iteration 200F: 3 clusters Score -9016484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -9016490.000000 Penalty: 5349.668457
	Iteration 201Q: 3 clusters Score -9016490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -9016493.000000 Penalty: 5349.668457
	Iteration 202Q: 3 clusters Score -9016493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -9016504.000000 Penalty: 5349.668457
	Iteration 203Q: 3 clusters Score -9016504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -9016494.000000 Penalty: 5349.668457
	Iteration 204Q: 3 clusters Score -9016494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -9016521.000000 Penalty: 5349.668457
	Iteration 205Q: 3 clusters Score -9016521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -9016502.000000 Penalty: 5349.668457
	Iteration 206Q: 3 clusters Score -9016502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -9016494.000000 Penalty: 5349.668457
	Iteration 207Q: 3 clusters Score -9016494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -9016496.000000 Penalty: 5349.668457
	Iteration 208Q: 3 clusters Score -9016496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -9016501.000000 Penalty: 5349.668457
	Iteration 209Q: 3 clusters Score -9016501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -9016521.000000 Penalty: 5349.668457
	Iteration 210Q: 3 clusters Score -9016521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -9016509.000000 Penalty: 5349.668457
	Iteration 211Q: 3 clusters Score -9016509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -9016505.000000 Penalty: 5349.668457
	Iteration 212Q: 3 clusters Score -9016505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -9016502.000000 Penalty: 5349.668457
	Iteration 213Q: 3 clusters Score -9016502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -9016502.000000 Penalty: 5349.668457
	Iteration 214Q: 3 clusters Score -9016502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -9016511.000000 Penalty: 5349.668457
	Iteration 215Q: 3 clusters Score -9016511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -9016504.000000 Penalty: 5349.668457
	Iteration 216Q: 3 clusters Score -9016504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -9016498.000000 Penalty: 5349.668457
	Iteration 217Q: 3 clusters Score -9016498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -9016501.000000 Penalty: 5349.668457
	Iteration 218Q: 3 clusters Score -9016501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -9016510.000000 Penalty: 5349.668457
	Iteration 219Q: 3 clusters Score -9016510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -9016506.000000 Penalty: 5349.668457
	Iteration 220F: 3 clusters Score -9016506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -9016495.000000 Penalty: 5349.668457
	Iteration 221Q: 3 clusters Score -9016495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -9016497.000000 Penalty: 5349.668457
	Iteration 222Q: 3 clusters Score -9016497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -9016481.000000 Penalty: 5349.668457
	Iteration 223Q: 3 clusters Score -9016481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -9016487.000000 Penalty: 5349.668457
	Iteration 224Q: 3 clusters Score -9016487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -9016490.000000 Penalty: 5349.668457
	Iteration 225Q: 3 clusters Score -9016490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -9016492.000000 Penalty: 5349.668457
	Iteration 226Q: 3 clusters Score -9016492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -9016496.000000 Penalty: 5349.668457
	Iteration 227Q: 3 clusters Score -9016496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -9016498.000000 Penalty: 5349.668457
	Iteration 228Q: 3 clusters Score -9016498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -9016510.000000 Penalty: 5349.668457
	Iteration 229Q: 3 clusters Score -9016510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -9016503.000000 Penalty: 5349.668457
	Iteration 230Q: 3 clusters Score -9016503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -9016505.000000 Penalty: 5349.668457
	Iteration 231Q: 3 clusters Score -9016505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -9016515.000000 Penalty: 5349.668457
	Iteration 232Q: 3 clusters Score -9016515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -9016516.000000 Penalty: 5349.668457
	Iteration 233Q: 3 clusters Score -9016516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -9016525.000000 Penalty: 5349.668457
	Iteration 234Q: 3 clusters Score -9016525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -9016521.000000 Penalty: 5349.668457
	Iteration 235Q: 3 clusters Score -9016521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -9016498.000000 Penalty: 5349.668457
	Iteration 236Q: 3 clusters Score -9016498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -9016511.000000 Penalty: 5349.668457
	Iteration 237Q: 3 clusters Score -9016511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -9016505.000000 Penalty: 5349.668457
	Iteration 238Q: 3 clusters Score -9016505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -9016503.000000 Penalty: 5349.668457
	Iteration 239Q: 3 clusters Score -9016503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -9016503.000000 Penalty: 5349.668457
	Iteration 240F: 3 clusters Score -9016503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Entering Unmasked Estep 
Score: -7739657.500000 Penalty: 2646.229492
	Iteration 0F: 2 clusters Score -7739658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -7710589.500000 Penalty: 5292.458984
	Iteration 0F: 3 clusters Score -7710590 nChanged 19843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -7721803.500000 Penalty: 5292.458984
	Iteration 1F: 3 clusters Score -7721804 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -7722793.000000 Penalty: 5292.458984
	Iteration 2F: 3 clusters Score -7722793 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -7723946.500000 Penalty: 5292.458984
	Iteration 3F: 3 clusters Score -7723946 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -7725511.000000 Penalty: 5292.458984
	Iteration 4F: 3 clusters Score -7725511 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -7727554.000000 Penalty: 5292.458984
	Iteration 5F: 3 clusters Score -7727554 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -7730060.000000 Penalty: 5292.458984
	Iteration 6F: 3 clusters Score -7730060 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -7732337.500000 Penalty: 5292.458984
	Iteration 7F: 3 clusters Score -7732338 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -7734430.500000 Penalty: 5292.458984
	Iteration 8Q: 3 clusters Score -7734430 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -7736269.000000 Penalty: 5292.458984
	Iteration 9Q: 3 clusters Score -7736269 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -7737076.500000 Penalty: 5292.458984
	Iteration 10Q: 3 clusters Score -7737076 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -7737274.500000 Penalty: 5292.458984
	Iteration 11Q: 3 clusters Score -7737274 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -7737373.500000 Penalty: 5292.458984
	Iteration 12Q: 3 clusters Score -7737374 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -7737408.000000 Penalty: 5292.458984
	Iteration 13Q: 3 clusters Score -7737408 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -7737442.000000 Penalty: 5292.458984
	Iteration 14Q: 3 clusters Score -7737442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -7737461.500000 Penalty: 5292.458984
	Iteration 15Q: 3 clusters Score -7737462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -7737474.000000 Penalty: 5292.458984
	Iteration 16Q: 3 clusters Score -7737474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -7737478.000000 Penalty: 5292.458984
	Iteration 17Q: 3 clusters Score -7737478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -7737477.500000 Penalty: 5292.458984
	Iteration 18Q: 3 clusters Score -7737478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -7737481.500000 Penalty: 5292.458984
	Iteration 19Q: 3 clusters Score -7737482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -7737485.000000 Penalty: 5292.458984
	Iteration 20F: 3 clusters Score -7737485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -7737488.000000 Penalty: 5292.458984
	Iteration 21Q: 3 clusters Score -7737488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -7737494.000000 Penalty: 5292.458984
	Iteration 22Q: 3 clusters Score -7737494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -7737486.500000 Penalty: 5292.458984
	Iteration 23Q: 3 clusters Score -7737486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -7737491.000000 Penalty: 5292.458984
	Iteration 24Q: 3 clusters Score -7737491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -7737503.500000 Penalty: 5292.458984
	Iteration 25Q: 3 clusters Score -7737504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -7737492.500000 Penalty: 5292.458984
	Iteration 26Q: 3 clusters Score -7737492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -7737497.000000 Penalty: 5292.458984
	Iteration 27Q: 3 clusters Score -7737497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -7737496.000000 Penalty: 5292.458984
	Iteration 28Q: 3 clusters Score -7737496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -7737503.000000 Penalty: 5292.458984
	Iteration 29Q: 3 clusters Score -7737503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -7737490.500000 Penalty: 5292.458984
	Iteration 30Q: 3 clusters Score -7737490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -7737495.000000 Penalty: 5292.458984
	Iteration 31Q: 3 clusters Score -7737495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -7737497.500000 Penalty: 5292.458984
	Iteration 32Q: 3 clusters Score -7737498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -7737488.000000 Penalty: 5292.458984
	Iteration 33Q: 3 clusters Score -7737488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -7737489.500000 Penalty: 5292.458984
	Iteration 34Q: 3 clusters Score -7737490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -7737503.500000 Penalty: 5292.458984
	Iteration 35Q: 3 clusters Score -7737504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -7737499.500000 Penalty: 5292.458984
	Iteration 36Q: 3 clusters Score -7737500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -7737500.500000 Penalty: 5292.458984
	Iteration 37Q: 3 clusters Score -7737500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -7737495.500000 Penalty: 5292.458984
	Iteration 38Q: 3 clusters Score -7737496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -7737496.500000 Penalty: 5292.458984
	Iteration 39Q: 3 clusters Score -7737496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -7737495.000000 Penalty: 5292.458984
	Iteration 40F: 3 clusters Score -7737495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Entering Unmasked Estep 
Score: -8717964.000000 Penalty: 2668.944580
	Iteration 0F: 2 clusters Score -8717964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -8687883.000000 Penalty: 5337.889160
	Iteration 0F: 3 clusters Score -8687883 nChanged 21618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -8699820.000000 Penalty: 5337.889160
	Iteration 1F: 3 clusters Score -8699820 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -8700351.000000 Penalty: 5337.889160
	Iteration 2Q: 3 clusters Score -8700351 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -8700964.000000 Penalty: 5337.889160
	Iteration 3Q: 3 clusters Score -8700964 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -8701704.000000 Penalty: 5337.889160
	Iteration 4Q: 3 clusters Score -8701704 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -8702888.000000 Penalty: 5337.889160
	Iteration 5Q: 3 clusters Score -8702888 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -8704626.000000 Penalty: 5337.889160
	Iteration 6F: 3 clusters Score -8704626 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -8707069.000000 Penalty: 5337.889160
	Iteration 7F: 3 clusters Score -8707069 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -8709986.000000 Penalty: 5337.889160
	Iteration 8F: 3 clusters Score -8709986 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -8712651.000000 Penalty: 5337.889160
	Iteration 9F: 3 clusters Score -8712651 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -8714288.000000 Penalty: 5337.889160
	Iteration 10Q: 3 clusters Score -8714288 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -8715052.000000 Penalty: 5337.889160
	Iteration 11Q: 3 clusters Score -8715052 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -8715412.000000 Penalty: 5337.889160
	Iteration 12Q: 3 clusters Score -8715412 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -8715684.000000 Penalty: 5337.889160
	Iteration 13Q: 3 clusters Score -8715684 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -8715889.000000 Penalty: 5337.889160
	Iteration 14Q: 3 clusters Score -8715889 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -8716058.000000 Penalty: 5337.889160
	Iteration 15Q: 3 clusters Score -8716058 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -8716181.000000 Penalty: 5337.889160
	Iteration 16Q: 3 clusters Score -8716181 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -8716305.000000 Penalty: 5337.889160
	Iteration 17Q: 3 clusters Score -8716305 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -8716362.000000 Penalty: 5337.889160
	Iteration 18Q: 3 clusters Score -8716362 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -8716436.000000 Penalty: 5337.889160
	Iteration 19Q: 3 clusters Score -8716436 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -8716472.000000 Penalty: 5337.889160
	Iteration 20F: 3 clusters Score -8716472 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -8716506.000000 Penalty: 5337.889160
	Iteration 21Q: 3 clusters Score -8716506 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -8716544.000000 Penalty: 5337.889160
	Iteration 22Q: 3 clusters Score -8716544 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -8716581.000000 Penalty: 5337.889160
	Iteration 23Q: 3 clusters Score -8716581 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -8716619.000000 Penalty: 5337.889160
	Iteration 24Q: 3 clusters Score -8716619 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -8716656.000000 Penalty: 5337.889160
	Iteration 25Q: 3 clusters Score -8716656 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -8716701.000000 Penalty: 5337.889160
	Iteration 26Q: 3 clusters Score -8716701 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8716766.000000 Penalty: 5337.889160
	Iteration 27Q: 3 clusters Score -8716766 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -8716774.000000 Penalty: 5337.889160
	Iteration 28Q: 3 clusters Score -8716774 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -8716832.000000 Penalty: 5337.889160
	Iteration 29Q: 3 clusters Score -8716832 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -8716821.000000 Penalty: 5337.889160
	Iteration 30Q: 3 clusters Score -8716821 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -8716843.000000 Penalty: 5337.889160
	Iteration 31Q: 3 clusters Score -8716843 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -8716848.000000 Penalty: 5337.889160
	Iteration 32Q: 3 clusters Score -8716848 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -8716842.000000 Penalty: 5337.889160
	Iteration 33Q: 3 clusters Score -8716842 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -8716821.000000 Penalty: 5337.889160
	Iteration 34Q: 3 clusters Score -8716821 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -8716838.000000 Penalty: 5337.889160
	Iteration 35Q: 3 clusters Score -8716838 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -8716827.000000 Penalty: 5337.889160
	Iteration 36Q: 3 clusters Score -8716827 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -8716791.000000 Penalty: 5337.889160
	Iteration 37Q: 3 clusters Score -8716791 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -8716743.000000 Penalty: 5337.889160
	Iteration 38Q: 3 clusters Score -8716743 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8716727.000000 Penalty: 5337.889160
	Iteration 39Q: 3 clusters Score -8716727 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8716655.000000 Penalty: 5337.889160
	Iteration 40F: 3 clusters Score -8716655 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -8716621.000000 Penalty: 5337.889160
	Iteration 41Q: 3 clusters Score -8716621 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8716556.000000 Penalty: 5337.889160
	Iteration 42Q: 3 clusters Score -8716556 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -8716531.000000 Penalty: 5337.889160
	Iteration 43Q: 3 clusters Score -8716531 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8716488.000000 Penalty: 5337.889160
	Iteration 44Q: 3 clusters Score -8716488 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8716433.000000 Penalty: 5337.889160
	Iteration 45Q: 3 clusters Score -8716433 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8716409.000000 Penalty: 5337.889160
	Iteration 46Q: 3 clusters Score -8716409 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8716378.000000 Penalty: 5337.889160
	Iteration 47Q: 3 clusters Score -8716378 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8716349.000000 Penalty: 5337.889160
	Iteration 48Q: 3 clusters Score -8716349 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8716313.000000 Penalty: 5337.889160
	Iteration 49Q: 3 clusters Score -8716313 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8716264.000000 Penalty: 5337.889160
	Iteration 50Q: 3 clusters Score -8716264 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8716225.000000 Penalty: 5337.889160
	Iteration 51Q: 3 clusters Score -8716225 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8716192.000000 Penalty: 5337.889160
	Iteration 52Q: 3 clusters Score -8716192 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8716212.000000 Penalty: 5337.889160
	Iteration 53Q: 3 clusters Score -8716212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8716200.000000 Penalty: 5337.889160
	Iteration 54Q: 3 clusters Score -8716200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8716172.000000 Penalty: 5337.889160
	Iteration 55Q: 3 clusters Score -8716172 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8716162.000000 Penalty: 5337.889160
	Iteration 56Q: 3 clusters Score -8716162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8716154.000000 Penalty: 5337.889160
	Iteration 57Q: 3 clusters Score -8716154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8716128.000000 Penalty: 5337.889160
	Iteration 58Q: 3 clusters Score -8716128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8716120.000000 Penalty: 5337.889160
	Iteration 59Q: 3 clusters Score -8716120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8716104.000000 Penalty: 5337.889160
	Iteration 60F: 3 clusters Score -8716104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8716110.000000 Penalty: 5337.889160
	Iteration 61Q: 3 clusters Score -8716110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8716094.000000 Penalty: 5337.889160
	Iteration 62Q: 3 clusters Score -8716094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8716094.000000 Penalty: 5337.889160
	Iteration 63Q: 3 clusters Score -8716094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8716096.000000 Penalty: 5337.889160
	Iteration 64Q: 3 clusters Score -8716096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8716092.000000 Penalty: 5337.889160
	Iteration 65Q: 3 clusters Score -8716092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8716096.000000 Penalty: 5337.889160
	Iteration 66Q: 3 clusters Score -8716096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8716090.000000 Penalty: 5337.889160
	Iteration 67Q: 3 clusters Score -8716090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8716079.000000 Penalty: 5337.889160
	Iteration 68Q: 3 clusters Score -8716079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8716087.000000 Penalty: 5337.889160
	Iteration 69Q: 3 clusters Score -8716087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8716085.000000 Penalty: 5337.889160
	Iteration 70Q: 3 clusters Score -8716085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8716082.000000 Penalty: 5337.889160
	Iteration 71Q: 3 clusters Score -8716082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8716082.000000 Penalty: 5337.889160
	Iteration 72Q: 3 clusters Score -8716082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8716076.000000 Penalty: 5337.889160
	Iteration 73Q: 3 clusters Score -8716076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8716083.000000 Penalty: 5337.889160
	Iteration 74Q: 3 clusters Score -8716083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8716082.000000 Penalty: 5337.889160
	Iteration 75Q: 3 clusters Score -8716082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8716084.000000 Penalty: 5337.889160
	Iteration 76Q: 3 clusters Score -8716084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8716087.000000 Penalty: 5337.889160
	Iteration 77Q: 3 clusters Score -8716087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8716080.000000 Penalty: 5337.889160
	Iteration 78Q: 3 clusters Score -8716080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8716080.000000 Penalty: 5337.889160
	Iteration 79F: 3 clusters Score -8716080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Entering Unmasked Estep 
Score: -10202369.000000 Penalty: 2706.047607
	Iteration 0F: 2 clusters Score -1.020237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -10172245.000000 Penalty: 5412.095215
	Iteration 0F: 3 clusters Score -1.017224e+07 nChanged 25451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -10186215.000000 Penalty: 5412.095215
	Iteration 1F: 3 clusters Score -1.018622e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -10186851.000000 Penalty: 5412.095215
	Iteration 2Q: 3 clusters Score -1.018685e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -10187611.000000 Penalty: 5412.095215
	Iteration 3Q: 3 clusters Score -1.018761e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -10188598.000000 Penalty: 5412.095215
	Iteration 4Q: 3 clusters Score -1.01886e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -10190048.000000 Penalty: 5412.095215
	Iteration 5Q: 3 clusters Score -1.019005e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -10191730.000000 Penalty: 5412.095215
	Iteration 6F: 3 clusters Score -1.019173e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -10193647.000000 Penalty: 5412.095215
	Iteration 7F: 3 clusters Score -1.019365e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -10195569.000000 Penalty: 5412.095215
	Iteration 8F: 3 clusters Score -1.019557e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -10197358.000000 Penalty: 5412.095215
	Iteration 9F: 3 clusters Score -1.019736e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -10198826.000000 Penalty: 5412.095215
	Iteration 10Q: 3 clusters Score -1.019883e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -10199791.000000 Penalty: 5412.095215
	Iteration 11Q: 3 clusters Score -1.019979e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -10200473.000000 Penalty: 5412.095215
	Iteration 12Q: 3 clusters Score -1.020047e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -10200844.000000 Penalty: 5412.095215
	Iteration 13Q: 3 clusters Score -1.020084e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -10201126.000000 Penalty: 5412.095215
	Iteration 14Q: 3 clusters Score -1.020113e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -10201334.000000 Penalty: 5412.095215
	Iteration 15Q: 3 clusters Score -1.020133e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -10201488.000000 Penalty: 5412.095215
	Iteration 16Q: 3 clusters Score -1.020149e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -10201606.000000 Penalty: 5412.095215
	Iteration 17Q: 3 clusters Score -1.020161e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -10201645.000000 Penalty: 5412.095215
	Iteration 18Q: 3 clusters Score -1.020164e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -10201692.000000 Penalty: 5412.095215
	Iteration 19Q: 3 clusters Score -1.020169e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -10201803.000000 Penalty: 5412.095215
	Iteration 20F: 3 clusters Score -1.02018e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -10201871.000000 Penalty: 5412.095215
	Iteration 21Q: 3 clusters Score -1.020187e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -10201951.000000 Penalty: 5412.095215
	Iteration 22Q: 3 clusters Score -1.020195e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -10201925.000000 Penalty: 5412.095215
	Iteration 23Q: 3 clusters Score -1.020192e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -10201977.000000 Penalty: 5412.095215
	Iteration 24Q: 3 clusters Score -1.020198e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -10201984.000000 Penalty: 5412.095215
	Iteration 25Q: 3 clusters Score -1.020198e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -10201984.000000 Penalty: 5412.095215
	Iteration 26Q: 3 clusters Score -1.020198e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -10202040.000000 Penalty: 5412.095215
	Iteration 27Q: 3 clusters Score -1.020204e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -10202054.000000 Penalty: 5412.095215
	Iteration 28Q: 3 clusters Score -1.020205e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -10202034.000000 Penalty: 5412.095215
	Iteration 29Q: 3 clusters Score -1.020203e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -10202055.000000 Penalty: 5412.095215
	Iteration 30Q: 3 clusters Score -1.020206e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -10202087.000000 Penalty: 5412.095215
	Iteration 31Q: 3 clusters Score -1.020209e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -10202131.000000 Penalty: 5412.095215
	Iteration 32Q: 3 clusters Score -1.020213e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -10202144.000000 Penalty: 5412.095215
	Iteration 33Q: 3 clusters Score -1.020214e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -10202156.000000 Penalty: 5412.095215
	Iteration 34Q: 3 clusters Score -1.020216e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -10202154.000000 Penalty: 5412.095215
	Iteration 35Q: 3 clusters Score -1.020215e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -10202157.000000 Penalty: 5412.095215
	Iteration 36Q: 3 clusters Score -1.020216e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -10202159.000000 Penalty: 5412.095215
	Iteration 37Q: 3 clusters Score -1.020216e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -10202139.000000 Penalty: 5412.095215
	Iteration 38Q: 3 clusters Score -1.020214e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -10202148.000000 Penalty: 5412.095215
	Iteration 39Q: 3 clusters Score -1.020215e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -10202129.000000 Penalty: 5412.095215
	Iteration 40F: 3 clusters Score -1.020213e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -10202136.000000 Penalty: 5412.095215
	Iteration 41Q: 3 clusters Score -1.020214e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -10202146.000000 Penalty: 5412.095215
	Iteration 42Q: 3 clusters Score -1.020215e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -10202136.000000 Penalty: 5412.095215
	Iteration 43Q: 3 clusters Score -1.020214e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -10202139.000000 Penalty: 5412.095215
	Iteration 44Q: 3 clusters Score -1.020214e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -10202133.000000 Penalty: 5412.095215
	Iteration 45Q: 3 clusters Score -1.020213e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -10202134.000000 Penalty: 5412.095215
	Iteration 46Q: 3 clusters Score -1.020213e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -10202149.000000 Penalty: 5412.095215
	Iteration 47Q: 3 clusters Score -1.020215e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -10202166.000000 Penalty: 5412.095215
	Iteration 48Q: 3 clusters Score -1.020217e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -10202188.000000 Penalty: 5412.095215
	Iteration 49Q: 3 clusters Score -1.020219e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -10202174.000000 Penalty: 5412.095215
	Iteration 50Q: 3 clusters Score -1.020217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -10202154.000000 Penalty: 5412.095215
	Iteration 51Q: 3 clusters Score -1.020215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -10202152.000000 Penalty: 5412.095215
	Iteration 52Q: 3 clusters Score -1.020215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -10202151.000000 Penalty: 5412.095215
	Iteration 53Q: 3 clusters Score -1.020215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -10202151.000000 Penalty: 5412.095215
	Iteration 54Q: 3 clusters Score -1.020215e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -10202149.000000 Penalty: 5412.095215
	Iteration 55Q: 3 clusters Score -1.020215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -10202150.000000 Penalty: 5412.095215
	Iteration 56Q: 3 clusters Score -1.020215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -10202149.000000 Penalty: 5412.095215
	Iteration 57Q: 3 clusters Score -1.020215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -10202164.000000 Penalty: 5412.095215
	Iteration 58Q: 3 clusters Score -1.020216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -10202156.000000 Penalty: 5412.095215
	Iteration 59Q: 3 clusters Score -1.020216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -10202154.000000 Penalty: 5412.095215
	Iteration 60F: 3 clusters Score -1.020215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -10202155.000000 Penalty: 5412.095215
	Iteration 61Q: 3 clusters Score -1.020216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -10202156.000000 Penalty: 5412.095215
	Iteration 62Q: 3 clusters Score -1.020216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -10202156.000000 Penalty: 5412.095215
	Iteration 63F: 3 clusters Score -1.020216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Entering Unmasked Estep 
Score: -5061898.500000 Penalty: 2535.878662
	Iteration 0F: 2 clusters Score -5061898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -5042839.000000 Penalty: 5071.757324
	Iteration 0F: 3 clusters Score -5042839 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -5049596.500000 Penalty: 5071.757324
	Iteration 1F: 3 clusters Score -5049596 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -5050230.500000 Penalty: 5071.757324
	Iteration 2F: 3 clusters Score -5050230 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -5050906.000000 Penalty: 5071.757324
	Iteration 3F: 3 clusters Score -5050906 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -5051741.000000 Penalty: 5071.757324
	Iteration 4F: 3 clusters Score -5051741 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -5052810.500000 Penalty: 5071.757324
	Iteration 5F: 3 clusters Score -5052810 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -5054036.000000 Penalty: 5071.757324
	Iteration 6F: 3 clusters Score -5054036 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -5055212.000000 Penalty: 5071.757324
	Iteration 7F: 3 clusters Score -5055212 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -5056254.000000 Penalty: 5071.757324
	Iteration 8Q: 3 clusters Score -5056254 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -5057137.500000 Penalty: 5071.757324
	Iteration 9Q: 3 clusters Score -5057138 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5057780.500000 Penalty: 5071.757324
	Iteration 10Q: 3 clusters Score -5057780 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -5058231.500000 Penalty: 5071.757324
	Iteration 11Q: 3 clusters Score -5058232 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5058598.000000 Penalty: 5071.757324
	Iteration 12Q: 3 clusters Score -5058598 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5058901.500000 Penalty: 5071.757324
	Iteration 13Q: 3 clusters Score -5058902 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5059082.000000 Penalty: 5071.757324
	Iteration 14Q: 3 clusters Score -5059082 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5059218.000000 Penalty: 5071.757324
	Iteration 15Q: 3 clusters Score -5059218 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5059313.000000 Penalty: 5071.757324
	Iteration 16Q: 3 clusters Score -5059313 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5059384.000000 Penalty: 5071.757324
	Iteration 17Q: 3 clusters Score -5059384 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -5059441.000000 Penalty: 5071.757324
	Iteration 18Q: 3 clusters Score -5059441 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5059479.000000 Penalty: 5071.757324
	Iteration 19Q: 3 clusters Score -5059479 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5059508.000000 Penalty: 5071.757324
	Iteration 20F: 3 clusters Score -5059508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5059537.500000 Penalty: 5071.757324
	Iteration 21Q: 3 clusters Score -5059538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5059559.500000 Penalty: 5071.757324
	Iteration 22Q: 3 clusters Score -5059560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5059570.000000 Penalty: 5071.757324
	Iteration 23Q: 3 clusters Score -5059570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5059588.500000 Penalty: 5071.757324
	Iteration 24Q: 3 clusters Score -5059588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5059592.000000 Penalty: 5071.757324
	Iteration 25Q: 3 clusters Score -5059592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5059608.500000 Penalty: 5071.757324
	Iteration 26Q: 3 clusters Score -5059608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5059617.000000 Penalty: 5071.757324
	Iteration 27Q: 3 clusters Score -5059617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5059625.500000 Penalty: 5071.757324
	Iteration 28Q: 3 clusters Score -5059626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5059638.500000 Penalty: 5071.757324
	Iteration 29Q: 3 clusters Score -5059638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5059647.000000 Penalty: 5071.757324
	Iteration 30Q: 3 clusters Score -5059647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5059655.000000 Penalty: 5071.757324
	Iteration 31Q: 3 clusters Score -5059655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5059664.500000 Penalty: 5071.757324
	Iteration 32Q: 3 clusters Score -5059664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5059672.000000 Penalty: 5071.757324
	Iteration 33Q: 3 clusters Score -5059672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -5059680.000000 Penalty: 5071.757324
	Iteration 34Q: 3 clusters Score -5059680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5059681.500000 Penalty: 5071.757324
	Iteration 35Q: 3 clusters Score -5059682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5059689.500000 Penalty: 5071.757324
	Iteration 36Q: 3 clusters Score -5059690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5059700.000000 Penalty: 5071.757324
	Iteration 37Q: 3 clusters Score -5059700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5059707.500000 Penalty: 5071.757324
	Iteration 38Q: 3 clusters Score -5059708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5059713.500000 Penalty: 5071.757324
	Iteration 39Q: 3 clusters Score -5059714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5059714.000000 Penalty: 5071.757324
	Iteration 40F: 3 clusters Score -5059714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5059723.500000 Penalty: 5071.757324
	Iteration 41Q: 3 clusters Score -5059724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5059727.500000 Penalty: 5071.757324
	Iteration 42Q: 3 clusters Score -5059728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5059733.500000 Penalty: 5071.757324
	Iteration 43Q: 3 clusters Score -5059734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5059736.500000 Penalty: 5071.757324
	Iteration 44Q: 3 clusters Score -5059736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5059735.000000 Penalty: 5071.757324
	Iteration 45Q: 3 clusters Score -5059735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5059735.500000 Penalty: 5071.757324
	Iteration 46Q: 3 clusters Score -5059736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5059735.500000 Penalty: 5071.757324
	Iteration 47F: 3 clusters Score -5059736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Entering Unmasked Estep 
Score: -565462.125000 Penalty: 2004.895020
	Iteration 0F: 2 clusters Score -565462.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -562029.000000 Penalty: 4009.790039
	Iteration 0F: 3 clusters Score -562029 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -562869.875000 Penalty: 4009.790039
	Iteration 1F: 3 clusters Score -562869.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -563073.937500 Penalty: 4009.790039
	Iteration 2F: 3 clusters Score -563073.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -563223.875000 Penalty: 4009.790039
	Iteration 3F: 3 clusters Score -563223.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -563335.750000 Penalty: 4009.790039
	Iteration 4Q: 3 clusters Score -563335.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -563431.937500 Penalty: 4009.790039
	Iteration 5Q: 3 clusters Score -563431.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -563512.375000 Penalty: 4009.790039
	Iteration 6Q: 3 clusters Score -563512.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -563579.812500 Penalty: 4009.790039
	Iteration 7Q: 3 clusters Score -563579.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -563629.375000 Penalty: 4009.790039
	Iteration 8Q: 3 clusters Score -563629.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -563662.187500 Penalty: 4009.790039
	Iteration 9Q: 3 clusters Score -563662.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -563681.750000 Penalty: 4009.790039
	Iteration 10Q: 3 clusters Score -563681.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -563697.125000 Penalty: 4009.790039
	Iteration 11Q: 3 clusters Score -563697.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -563708.000000 Penalty: 4009.790039
	Iteration 12Q: 3 clusters Score -563708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -563716.687500 Penalty: 4009.790039
	Iteration 13Q: 3 clusters Score -563716.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -563726.125000 Penalty: 4009.790039
	Iteration 14Q: 3 clusters Score -563726.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -563730.812500 Penalty: 4009.790039
	Iteration 15Q: 3 clusters Score -563730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -563734.875000 Penalty: 4009.790039
	Iteration 16Q: 3 clusters Score -563734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -563738.687500 Penalty: 4009.790039
	Iteration 17Q: 3 clusters Score -563738.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -563743.000000 Penalty: 4009.790039
	Iteration 18Q: 3 clusters Score -563743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -563744.562500 Penalty: 4009.790039
	Iteration 19Q: 3 clusters Score -563744.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -563750.500000 Penalty: 4009.790039
	Iteration 20F: 3 clusters Score -563750.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -563753.375000 Penalty: 4009.790039
	Iteration 21Q: 3 clusters Score -563753.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -563758.062500 Penalty: 4009.790039
	Iteration 22Q: 3 clusters Score -563758.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -563764.062500 Penalty: 4009.790039
	Iteration 23Q: 3 clusters Score -563764.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -563769.000000 Penalty: 4009.790039
	Iteration 24Q: 3 clusters Score -563769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -563771.687500 Penalty: 4009.790039
	Iteration 25Q: 3 clusters Score -563771.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -563772.062500 Penalty: 4009.790039
	Iteration 26Q: 3 clusters Score -563772.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -563774.187500 Penalty: 4009.790039
	Iteration 27Q: 3 clusters Score -563774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -563775.750000 Penalty: 4009.790039
	Iteration 28Q: 3 clusters Score -563775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -563776.437500 Penalty: 4009.790039
	Iteration 29Q: 3 clusters Score -563776.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -563778.625000 Penalty: 4009.790039
	Iteration 30Q: 3 clusters Score -563778.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -563779.437500 Penalty: 4009.790039
	Iteration 31Q: 3 clusters Score -563779.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -563779.750000 Penalty: 4009.790039
	Iteration 32Q: 3 clusters Score -563779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -563780.687500 Penalty: 4009.790039
	Iteration 33Q: 3 clusters Score -563780.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -563782.812500 Penalty: 4009.790039
	Iteration 34Q: 3 clusters Score -563782.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -563784.937500 Penalty: 4009.790039
	Iteration 35Q: 3 clusters Score -563784.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -563786.500000 Penalty: 4009.790039
	Iteration 36Q: 3 clusters Score -563786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -563786.812500 Penalty: 4009.790039
	Iteration 37Q: 3 clusters Score -563786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -563788.000000 Penalty: 4009.790039
	Iteration 38Q: 3 clusters Score -563788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -563788.312500 Penalty: 4009.790039
	Iteration 39Q: 3 clusters Score -563788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -563791.312500 Penalty: 4009.790039
	Iteration 40F: 3 clusters Score -563791.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -563793.125000 Penalty: 4009.790039
	Iteration 41Q: 3 clusters Score -563793.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -563794.937500 Penalty: 4009.790039
	Iteration 42Q: 3 clusters Score -563794.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -563795.687500 Penalty: 4009.790039
	Iteration 43Q: 3 clusters Score -563795.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -563795.687500 Penalty: 4009.790039
	Iteration 44F: 3 clusters Score -563795.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Entering Unmasked Estep 
Score: -8104497.000000 Penalty: 2651.139648
	Iteration 0F: 2 clusters Score -8104497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -8075169.000000 Penalty: 5302.279297
	Iteration 0F: 3 clusters Score -8075169 nChanged 20234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -8086352.500000 Penalty: 5302.279297
	Iteration 1F: 3 clusters Score -8086352 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -8086938.500000 Penalty: 5302.279297
	Iteration 2Q: 3 clusters Score -8086938 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -8087554.000000 Penalty: 5302.279297
	Iteration 3Q: 3 clusters Score -8087554 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -8088158.500000 Penalty: 5302.279297
	Iteration 4Q: 3 clusters Score -8088158 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -8088902.500000 Penalty: 5302.279297
	Iteration 5Q: 3 clusters Score -8088902 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -8090027.000000 Penalty: 5302.279297
	Iteration 6F: 3 clusters Score -8090027 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -8091413.000000 Penalty: 5302.279297
	Iteration 7F: 3 clusters Score -8091413 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -8093206.500000 Penalty: 5302.279297
	Iteration 8F: 3 clusters Score -8093206 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -8095242.500000 Penalty: 5302.279297
	Iteration 9F: 3 clusters Score -8095242 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -8097509.000000 Penalty: 5302.279297
	Iteration 10F: 3 clusters Score -8097509 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -8099491.500000 Penalty: 5302.279297
	Iteration 11Q: 3 clusters Score -8099492 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -8100536.000000 Penalty: 5302.279297
	Iteration 12Q: 3 clusters Score -8100536 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -8100960.500000 Penalty: 5302.279297
	Iteration 13Q: 3 clusters Score -8100960 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -8101190.500000 Penalty: 5302.279297
	Iteration 14Q: 3 clusters Score -8101190 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -8101337.000000 Penalty: 5302.279297
	Iteration 15Q: 3 clusters Score -8101337 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -8101422.000000 Penalty: 5302.279297
	Iteration 16Q: 3 clusters Score -8101422 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -8101467.000000 Penalty: 5302.279297
	Iteration 17Q: 3 clusters Score -8101467 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -8101463.500000 Penalty: 5302.279297
	Iteration 18Q: 3 clusters Score -8101464 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -8101498.500000 Penalty: 5302.279297
	Iteration 19Q: 3 clusters Score -8101498 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -8101529.000000 Penalty: 5302.279297
	Iteration 20F: 3 clusters Score -8101529 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -8101554.000000 Penalty: 5302.279297
	Iteration 21Q: 3 clusters Score -8101554 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -8101539.000000 Penalty: 5302.279297
	Iteration 22Q: 3 clusters Score -8101539 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -8101525.000000 Penalty: 5302.279297
	Iteration 23Q: 3 clusters Score -8101525 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -8101530.500000 Penalty: 5302.279297
	Iteration 24Q: 3 clusters Score -8101530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -8101539.000000 Penalty: 5302.279297
	Iteration 25Q: 3 clusters Score -8101539 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -8101520.000000 Penalty: 5302.279297
	Iteration 26Q: 3 clusters Score -8101520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -8101513.000000 Penalty: 5302.279297
	Iteration 27Q: 3 clusters Score -8101513 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -8101502.500000 Penalty: 5302.279297
	Iteration 28Q: 3 clusters Score -8101502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -8101495.500000 Penalty: 5302.279297
	Iteration 29Q: 3 clusters Score -8101496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -8101491.500000 Penalty: 5302.279297
	Iteration 30Q: 3 clusters Score -8101492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -8101472.500000 Penalty: 5302.279297
	Iteration 31Q: 3 clusters Score -8101472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -8101459.500000 Penalty: 5302.279297
	Iteration 32Q: 3 clusters Score -8101460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -8101461.500000 Penalty: 5302.279297
	Iteration 33Q: 3 clusters Score -8101462 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8101440 nChanged 17
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Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8101440 nChanged 21
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Mstep: Class 1 contains 34756 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8101445 nChanged 27
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Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8101450 nChanged 29
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8101438 nChanged 34
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Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8101431 nChanged 40
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8101425 nChanged 38
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	Iteration 41Q: 3 clusters Score -8101414 nChanged 27
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8101410 nChanged 29
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8101402 nChanged 21
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	Iteration 44Q: 3 clusters Score -8101409 nChanged 13
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	Iteration 45Q: 3 clusters Score -8101408 nChanged 20
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	Iteration 46Q: 3 clusters Score -8101408 nChanged 31
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8101422 nChanged 21
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8101418 nChanged 29
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8101422 nChanged 26
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	Iteration 50Q: 3 clusters Score -8101424 nChanged 25
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8101421 nChanged 31
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8101413 nChanged 18
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8101420 nChanged 17
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8101416 nChanged 16
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	Iteration 55Q: 3 clusters Score -8101406 nChanged 18
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8101412 nChanged 8
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	Iteration 57Q: 3 clusters Score -8101404 nChanged 11
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	Iteration 58Q: 3 clusters Score -8101406 nChanged 13
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	Iteration 59Q: 3 clusters Score -8101404 nChanged 11
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	Iteration 60F: 3 clusters Score -8101405 nChanged 9
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	Iteration 61Q: 3 clusters Score -8101401 nChanged 9
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	Iteration 62Q: 3 clusters Score -8101400 nChanged 9
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	Iteration 63Q: 3 clusters Score -8101396 nChanged 9
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	Iteration 64Q: 3 clusters Score -8101408 nChanged 10
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	Iteration 65Q: 3 clusters Score -8101404 nChanged 14
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	Iteration 66Q: 3 clusters Score -8101404 nChanged 10
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	Iteration 67Q: 3 clusters Score -8101402 nChanged 10
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	Iteration 68Q: 3 clusters Score -8101397 nChanged 12
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	Iteration 69Q: 3 clusters Score -8101396 nChanged 11
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	Iteration 70Q: 3 clusters Score -8101397 nChanged 14
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	Iteration 71Q: 3 clusters Score -8101410 nChanged 15
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	Iteration 72Q: 3 clusters Score -8101402 nChanged 9
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	Iteration 73Q: 3 clusters Score -8101400 nChanged 5
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	Iteration 74Q: 3 clusters Score -8101406 nChanged 6
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	Iteration 75Q: 3 clusters Score -8101416 nChanged 8
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	Iteration 76Q: 3 clusters Score -8101410 nChanged 9
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	Iteration 77Q: 3 clusters Score -8101408 nChanged 16
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	Iteration 78Q: 3 clusters Score -8101404 nChanged 15
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	Iteration 79Q: 3 clusters Score -8101408 nChanged 12
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	Iteration 80F: 3 clusters Score -8101406 nChanged 15
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	Iteration 81Q: 3 clusters Score -8101409 nChanged 10
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	Iteration 82Q: 3 clusters Score -8101408 nChanged 12
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	Iteration 83Q: 3 clusters Score -8101412 nChanged 11
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	Iteration 84Q: 3 clusters Score -8101416 nChanged 14
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	Iteration 85Q: 3 clusters Score -8101398 nChanged 13
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	Iteration 86Q: 3 clusters Score -8101404 nChanged 8
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	Iteration 87Q: 3 clusters Score -8101402 nChanged 12
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	Iteration 88Q: 3 clusters Score -8101396 nChanged 18
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	Iteration 89Q: 3 clusters Score -8101393 nChanged 22
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	Iteration 90Q: 3 clusters Score -8101390 nChanged 17
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	Iteration 91Q: 3 clusters Score -8101390 nChanged 18
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	Iteration 92Q: 3 clusters Score -8101385 nChanged 14
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	Iteration 93Q: 3 clusters Score -8101386 nChanged 13
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	Iteration 94Q: 3 clusters Score -8101392 nChanged 14
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	Iteration 95Q: 3 clusters Score -8101386 nChanged 16
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	Iteration 96Q: 3 clusters Score -8101380 nChanged 21
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	Iteration 97Q: 3 clusters Score -8101384 nChanged 23
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	Iteration 98Q: 3 clusters Score -8101382 nChanged 23
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	Iteration 99Q: 3 clusters Score -8101384 nChanged 21
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	Iteration 100F: 3 clusters Score -8101380 nChanged 23
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	Iteration 101Q: 3 clusters Score -8101370 nChanged 14
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	Iteration 102Q: 3 clusters Score -8101364 nChanged 11
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	Iteration 103Q: 3 clusters Score -8101352 nChanged 9
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	Iteration 104Q: 3 clusters Score -8101354 nChanged 11
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	Iteration 105Q: 3 clusters Score -8101361 nChanged 12
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	Iteration 106Q: 3 clusters Score -8101352 nChanged 20
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	Iteration 107Q: 3 clusters Score -8101344 nChanged 15
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	Iteration 108Q: 3 clusters Score -8101345 nChanged 11
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	Iteration 109Q: 3 clusters Score -8101343 nChanged 10
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	Iteration 110Q: 3 clusters Score -8101354 nChanged 10
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	Iteration 111Q: 3 clusters Score -8101343 nChanged 6
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	Iteration 112Q: 3 clusters Score -8101336 nChanged 4
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	Iteration 113Q: 3 clusters Score -8101334 nChanged 2
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	Iteration 114Q: 3 clusters Score -8101340 nChanged 4
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	Iteration 115Q: 3 clusters Score -8101338 nChanged 2
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	Iteration 116Q: 3 clusters Score -8101335 nChanged 3
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	Iteration 117Q: 3 clusters Score -8101338 nChanged 3
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	Iteration 118Q: 3 clusters Score -8101346 nChanged 7
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	Iteration 119Q: 3 clusters Score -8101346 nChanged 7
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	Iteration 120F: 3 clusters Score -8101353 nChanged 5
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	Iteration 121Q: 3 clusters Score -8101358 nChanged 2
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	Iteration 122Q: 3 clusters Score -8101363 nChanged 2
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	Iteration 123Q: 3 clusters Score -8101365 nChanged 1
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	Iteration 124Q: 3 clusters Score -8101372 nChanged 5
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	Iteration 125Q: 3 clusters Score -8101366 nChanged 4
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	Iteration 126Q: 3 clusters Score -8101362 nChanged 4
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	Iteration 127Q: 3 clusters Score -8101365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -8101356.500000 Penalty: 5302.279297
	Iteration 128Q: 3 clusters Score -8101356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -8101353.000000 Penalty: 5302.279297
	Iteration 129Q: 3 clusters Score -8101353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -8101358.000000 Penalty: 5302.279297
	Iteration 130Q: 3 clusters Score -8101358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -8101355.000000 Penalty: 5302.279297
	Iteration 131Q: 3 clusters Score -8101355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -8101351.500000 Penalty: 5302.279297
	Iteration 132Q: 3 clusters Score -8101352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -8101354.000000 Penalty: 5302.279297
	Iteration 133Q: 3 clusters Score -8101354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -8101357.000000 Penalty: 5302.279297
	Iteration 134Q: 3 clusters Score -8101357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -8101356.000000 Penalty: 5302.279297
	Iteration 135Q: 3 clusters Score -8101356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -8101353.500000 Penalty: 5302.279297
	Iteration 136Q: 3 clusters Score -8101354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -8101347.500000 Penalty: 5302.279297
	Iteration 137Q: 3 clusters Score -8101348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -8101338.500000 Penalty: 5302.279297
	Iteration 138Q: 3 clusters Score -8101338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -8101335.000000 Penalty: 5302.279297
	Iteration 139Q: 3 clusters Score -8101335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -8101341.000000 Penalty: 5302.279297
	Iteration 140F: 3 clusters Score -8101341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -8101341.000000 Penalty: 5302.279297
	Iteration 141Q: 3 clusters Score -8101341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -8101344.000000 Penalty: 5302.279297
	Iteration 142Q: 3 clusters Score -8101344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -8101340.500000 Penalty: 5302.279297
	Iteration 143Q: 3 clusters Score -8101340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -8101346.500000 Penalty: 5302.279297
	Iteration 144Q: 3 clusters Score -8101346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -8101357.500000 Penalty: 5302.279297
	Iteration 145Q: 3 clusters Score -8101358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -8101352.500000 Penalty: 5302.279297
	Iteration 146Q: 3 clusters Score -8101352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -8101351.000000 Penalty: 5302.279297
	Iteration 147Q: 3 clusters Score -8101351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -8101348.500000 Penalty: 5302.279297
	Iteration 148Q: 3 clusters Score -8101348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -8101342.500000 Penalty: 5302.279297
	Iteration 149Q: 3 clusters Score -8101342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -8101343.000000 Penalty: 5302.279297
	Iteration 150Q: 3 clusters Score -8101343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -8101348.500000 Penalty: 5302.279297
	Iteration 151Q: 3 clusters Score -8101348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -8101342.000000 Penalty: 5302.279297
	Iteration 152Q: 3 clusters Score -8101342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -8101343.500000 Penalty: 5302.279297
	Iteration 153Q: 3 clusters Score -8101344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -8101335.500000 Penalty: 5302.279297
	Iteration 154Q: 3 clusters Score -8101336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -8101336.000000 Penalty: 5302.279297
	Iteration 155Q: 3 clusters Score -8101336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -8101335.000000 Penalty: 5302.279297
	Iteration 156Q: 3 clusters Score -8101335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -8101335.000000 Penalty: 5302.279297
	Iteration 157F: 3 clusters Score -8101335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Entering Unmasked Estep 
Score: -8779736.000000 Penalty: 2670.135010
	Iteration 0F: 2 clusters Score -8779736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -8750739.000000 Penalty: 5340.270020
	Iteration 0F: 3 clusters Score -8750739 nChanged 21855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -8762752.000000 Penalty: 5340.270020
	Iteration 1F: 3 clusters Score -8762752 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -8763175.000000 Penalty: 5340.270020
	Iteration 2Q: 3 clusters Score -8763175 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -8763736.000000 Penalty: 5340.270020
	Iteration 3Q: 3 clusters Score -8763736 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -8764393.000000 Penalty: 5340.270020
	Iteration 4Q: 3 clusters Score -8764393 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -8765376.000000 Penalty: 5340.270020
	Iteration 5Q: 3 clusters Score -8765376 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -8766552.000000 Penalty: 5340.270020
	Iteration 6Q: 3 clusters Score -8766552 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -8768155.000000 Penalty: 5340.270020
	Iteration 7F: 3 clusters Score -8768155 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -8770340.000000 Penalty: 5340.270020
	Iteration 8F: 3 clusters Score -8770340 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -8772767.000000 Penalty: 5340.270020
	Iteration 9F: 3 clusters Score -8772767 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -8774867.000000 Penalty: 5340.270020
	Iteration 10F: 3 clusters Score -8774867 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -8775867.000000 Penalty: 5340.270020
	Iteration 11Q: 3 clusters Score -8775867 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -8776252.000000 Penalty: 5340.270020
	Iteration 12Q: 3 clusters Score -8776252 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -8776499.000000 Penalty: 5340.270020
	Iteration 13Q: 3 clusters Score -8776499 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -8776674.000000 Penalty: 5340.270020
	Iteration 14Q: 3 clusters Score -8776674 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -8776791.000000 Penalty: 5340.270020
	Iteration 15Q: 3 clusters Score -8776791 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -8776882.000000 Penalty: 5340.270020
	Iteration 16Q: 3 clusters Score -8776882 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -8776997.000000 Penalty: 5340.270020
	Iteration 17Q: 3 clusters Score -8776997 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -8777064.000000 Penalty: 5340.270020
	Iteration 18Q: 3 clusters Score -8777064 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -8777214.000000 Penalty: 5340.270020
	Iteration 19Q: 3 clusters Score -8777214 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -8777284.000000 Penalty: 5340.270020
	Iteration 20F: 3 clusters Score -8777284 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -8777389.000000 Penalty: 5340.270020
	Iteration 21Q: 3 clusters Score -8777389 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -8777476.000000 Penalty: 5340.270020
	Iteration 22Q: 3 clusters Score -8777476 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -8777517.000000 Penalty: 5340.270020
	Iteration 23Q: 3 clusters Score -8777517 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -8777535.000000 Penalty: 5340.270020
	Iteration 24Q: 3 clusters Score -8777535 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -8777589.000000 Penalty: 5340.270020
	Iteration 25Q: 3 clusters Score -8777589 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -8777613.000000 Penalty: 5340.270020
	Iteration 26Q: 3 clusters Score -8777613 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -8777617.000000 Penalty: 5340.270020
	Iteration 27Q: 3 clusters Score -8777617 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -8777680.000000 Penalty: 5340.270020
	Iteration 28Q: 3 clusters Score -8777680 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -8777688.000000 Penalty: 5340.270020
	Iteration 29Q: 3 clusters Score -8777688 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -8777729.000000 Penalty: 5340.270020
	Iteration 30Q: 3 clusters Score -8777729 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -8777764.000000 Penalty: 5340.270020
	Iteration 31Q: 3 clusters Score -8777764 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -8777845.000000 Penalty: 5340.270020
	Iteration 32Q: 3 clusters Score -8777845 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -8777869.000000 Penalty: 5340.270020
	Iteration 33Q: 3 clusters Score -8777869 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -8777913.000000 Penalty: 5340.270020
	Iteration 34Q: 3 clusters Score -8777913 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -8777914.000000 Penalty: 5340.270020
	Iteration 35Q: 3 clusters Score -8777914 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -8777932.000000 Penalty: 5340.270020
	Iteration 36Q: 3 clusters Score -8777932 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -8777944.000000 Penalty: 5340.270020
	Iteration 37Q: 3 clusters Score -8777944 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -8777996.000000 Penalty: 5340.270020
	Iteration 38Q: 3 clusters Score -8777996 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -8778007.000000 Penalty: 5340.270020
	Iteration 39Q: 3 clusters Score -8778007 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -8778058.000000 Penalty: 5340.270020
	Iteration 40F: 3 clusters Score -8778058 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -8778102.000000 Penalty: 5340.270020
	Iteration 41Q: 3 clusters Score -8778102 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -8778112.000000 Penalty: 5340.270020
	Iteration 42Q: 3 clusters Score -8778112 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -8778133.000000 Penalty: 5340.270020
	Iteration 43Q: 3 clusters Score -8778133 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -8778163.000000 Penalty: 5340.270020
	Iteration 44Q: 3 clusters Score -8778163 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -8778196.000000 Penalty: 5340.270020
	Iteration 45Q: 3 clusters Score -8778196 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -8778216.000000 Penalty: 5340.270020
	Iteration 46Q: 3 clusters Score -8778216 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -8778263.000000 Penalty: 5340.270020
	Iteration 47Q: 3 clusters Score -8778263 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -8778297.000000 Penalty: 5340.270020
	Iteration 48Q: 3 clusters Score -8778297 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -8778308.000000 Penalty: 5340.270020
	Iteration 49Q: 3 clusters Score -8778308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -8778349.000000 Penalty: 5340.270020
	Iteration 50Q: 3 clusters Score -8778349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -8778353.000000 Penalty: 5340.270020
	Iteration 51Q: 3 clusters Score -8778353 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -8778398.000000 Penalty: 5340.270020
	Iteration 52Q: 3 clusters Score -8778398 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -8778396.000000 Penalty: 5340.270020
	Iteration 53Q: 3 clusters Score -8778396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -8778423.000000 Penalty: 5340.270020
	Iteration 54Q: 3 clusters Score -8778423 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -8778426.000000 Penalty: 5340.270020
	Iteration 55Q: 3 clusters Score -8778426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -8778442.000000 Penalty: 5340.270020
	Iteration 56Q: 3 clusters Score -8778442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -8778450.000000 Penalty: 5340.270020
	Iteration 57Q: 3 clusters Score -8778450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -8778472.000000 Penalty: 5340.270020
	Iteration 58Q: 3 clusters Score -8778472 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -8778471.000000 Penalty: 5340.270020
	Iteration 59Q: 3 clusters Score -8778471 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -8778494.000000 Penalty: 5340.270020
	Iteration 60F: 3 clusters Score -8778494 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -8778510.000000 Penalty: 5340.270020
	Iteration 61Q: 3 clusters Score -8778510 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -8778526.000000 Penalty: 5340.270020
	Iteration 62Q: 3 clusters Score -8778526 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8778545 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8778641 nChanged 97
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Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8778688 nChanged 105
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Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8778687 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8778724 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8778732 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8778755 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8778769 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8778769 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8778769 nChanged 68
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Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8778794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8778792 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -8778813.000000 Penalty: 5340.270020
	Iteration 80F: 3 clusters Score -8778813 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -8778817.000000 Penalty: 5340.270020
	Iteration 81Q: 3 clusters Score -8778817 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -8778839.000000 Penalty: 5340.270020
	Iteration 82Q: 3 clusters Score -8778839 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8778871 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8778895 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8778943 nChanged 137
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Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8778986 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8778992 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -8779017.000000 Penalty: 5340.270020
	Iteration 88Q: 3 clusters Score -8779017 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8779052 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -8779093.000000 Penalty: 5340.270020
	Iteration 90Q: 3 clusters Score -8779093 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -8779125.000000 Penalty: 5340.270020
	Iteration 91Q: 3 clusters Score -8779125 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8779127 nChanged 110
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Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -8779159.000000 Penalty: 5340.270020
	Iteration 93Q: 3 clusters Score -8779159 nChanged 106
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Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -8779193.000000 Penalty: 5340.270020
	Iteration 94Q: 3 clusters Score -8779193 nChanged 100
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Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8779222 nChanged 105
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Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8779248 nChanged 126
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Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -8779292.000000 Penalty: 5340.270020
	Iteration 97Q: 3 clusters Score -8779292 nChanged 121
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Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8779317 nChanged 130
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Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -8779327.000000 Penalty: 5340.270020
	Iteration 99Q: 3 clusters Score -8779327 nChanged 106
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Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -8779339.000000 Penalty: 5340.270020
	Iteration 100F: 3 clusters Score -8779339 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -8779356.000000 Penalty: 5340.270020
	Iteration 101Q: 3 clusters Score -8779356 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -8779353.000000 Penalty: 5340.270020
	Iteration 102Q: 3 clusters Score -8779353 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -8779387.000000 Penalty: 5340.270020
	Iteration 103Q: 3 clusters Score -8779387 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8779437 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -8779454.000000 Penalty: 5340.270020
	Iteration 105Q: 3 clusters Score -8779454 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8779478 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8779472 nChanged 108
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Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8779492 nChanged 114
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Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -8779513.000000 Penalty: 5340.270020
	Iteration 109Q: 3 clusters Score -8779513 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8779561 nChanged 97
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Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8779597 nChanged 113
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Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8779586 nChanged 127
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Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8779616 nChanged 153
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Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8779671 nChanged 191
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Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8779702 nChanged 191
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Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8779759 nChanged 230
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Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8779687 nChanged 244
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Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8779608 nChanged 245
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	Iteration 124Q: 3 clusters Score -8779547 nChanged 257
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Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8779452 nChanged 233
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Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8779386 nChanged 239
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Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -8779310.000000 Penalty: 5340.270020
	Iteration 127Q: 3 clusters Score -8779310 nChanged 201
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Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -8779202.000000 Penalty: 5340.270020
	Iteration 128Q: 3 clusters Score -8779202 nChanged 194
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Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8779158.000000 Penalty: 5340.270020
	Iteration 129Q: 3 clusters Score -8779158 nChanged 164
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Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8779080 nChanged 151
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Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8779020 nChanged 145
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Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8778971 nChanged 112
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Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8778948 nChanged 115
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Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8778884 nChanged 84
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Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8778827 nChanged 85
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Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -8778772.000000 Penalty: 5340.270020
	Iteration 136Q: 3 clusters Score -8778772 nChanged 76
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Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -8778733.000000 Penalty: 5340.270020
	Iteration 137Q: 3 clusters Score -8778733 nChanged 68
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Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -8778689.000000 Penalty: 5340.270020
	Iteration 138Q: 3 clusters Score -8778689 nChanged 65
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Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8778653 nChanged 56
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Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -8778625.000000 Penalty: 5340.270020
	Iteration 140F: 3 clusters Score -8778625 nChanged 55
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Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8778603 nChanged 53
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Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 46222 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8778581 nChanged 64
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Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8778569 nChanged 52
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Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8778551 nChanged 51
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Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8778532 nChanged 35
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Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8778501 nChanged 36
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Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8778500 nChanged 24
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Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8778487 nChanged 20
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Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8778488 nChanged 9
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Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8778483 nChanged 11
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8778483 nChanged 11
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Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8778479 nChanged 3
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Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8778468 nChanged 4
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Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8778460 nChanged 6
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Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8778467 nChanged 3
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Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8778459 nChanged 2
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8778453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -8778457.000000 Penalty: 5340.270020
	Iteration 158Q: 3 clusters Score -8778457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -8778457.000000 Penalty: 5340.270020
	Iteration 159Q: 3 clusters Score -8778457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -8778462.000000 Penalty: 5340.270020
	Iteration 160F: 3 clusters Score -8778462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -8778459.000000 Penalty: 5340.270020
	Iteration 161Q: 3 clusters Score -8778459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -8778466.000000 Penalty: 5340.270020
	Iteration 162Q: 3 clusters Score -8778466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -8778459.000000 Penalty: 5340.270020
	Iteration 163Q: 3 clusters Score -8778459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -8778452.000000 Penalty: 5340.270020
	Iteration 164Q: 3 clusters Score -8778452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -8778455.000000 Penalty: 5340.270020
	Iteration 165Q: 3 clusters Score -8778455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -8778450.000000 Penalty: 5340.270020
	Iteration 166Q: 3 clusters Score -8778450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -8778448.000000 Penalty: 5340.270020
	Iteration 167Q: 3 clusters Score -8778448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -8778454.000000 Penalty: 5340.270020
	Iteration 168Q: 3 clusters Score -8778454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -8778454.000000 Penalty: 5340.270020
	Iteration 169F: 3 clusters Score -8778454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -247507.281250 Penalty: 1819.398804
	Iteration 0F: 2 clusters Score -247507.3 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 804 members 
Entering Unmasked Estep 
Score: -245314.312500 Penalty: 3638.797607
	Iteration 0F: 3 clusters Score -245314.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -246063.125000 Penalty: 3638.797607
	Iteration 1F: 3 clusters Score -246063.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -246513.843750 Penalty: 3638.797607
	Iteration 2F: 3 clusters Score -246513.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -246783.875000 Penalty: 3638.797607
	Iteration 3F: 3 clusters Score -246783.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -246917.843750 Penalty: 3638.797607
	Iteration 4Q: 3 clusters Score -246917.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -247040.281250 Penalty: 3638.797607
	Iteration 5Q: 3 clusters Score -247040.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -247109.578125 Penalty: 3638.797607
	Iteration 6Q: 3 clusters Score -247109.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -247142.265625 Penalty: 3638.797607
	Iteration 7Q: 3 clusters Score -247142.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -247167.125000 Penalty: 3638.797607
	Iteration 8Q: 3 clusters Score -247167.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -247190.125000 Penalty: 3638.797607
	Iteration 9Q: 3 clusters Score -247190.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -247210.109375 Penalty: 3638.797607
	Iteration 10Q: 3 clusters Score -247210.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -247217.078125 Penalty: 3638.797607
	Iteration 11Q: 3 clusters Score -247217.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -247226.906250 Penalty: 3638.797607
	Iteration 12Q: 3 clusters Score -247226.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -247235.187500 Penalty: 3638.797607
	Iteration 13Q: 3 clusters Score -247235.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -247255.421875 Penalty: 3638.797607
	Iteration 14Q: 3 clusters Score -247255.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -247270.031250 Penalty: 3638.797607
	Iteration 15Q: 3 clusters Score -247270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -247285.265625 Penalty: 3638.797607
	Iteration 16Q: 3 clusters Score -247285.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -247305.265625 Penalty: 3638.797607
	Iteration 17Q: 3 clusters Score -247305.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -247326.328125 Penalty: 3638.797607
	Iteration 18Q: 3 clusters Score -247326.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -247336.609375 Penalty: 3638.797607
	Iteration 19Q: 3 clusters Score -247336.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -247343.765625 Penalty: 3638.797607
	Iteration 20F: 3 clusters Score -247343.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -247356.171875 Penalty: 3638.797607
	Iteration 21Q: 3 clusters Score -247356.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -247365.703125 Penalty: 3638.797607
	Iteration 22Q: 3 clusters Score -247365.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -247374.578125 Penalty: 3638.797607
	Iteration 23Q: 3 clusters Score -247374.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -247378.781250 Penalty: 3638.797607
	Iteration 24Q: 3 clusters Score -247378.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -247380.140625 Penalty: 3638.797607
	Iteration 25Q: 3 clusters Score -247380.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -247380.281250 Penalty: 3638.797607
	Iteration 26Q: 3 clusters Score -247380.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -247381.546875 Penalty: 3638.797607
	Iteration 27Q: 3 clusters Score -247381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -247382.593750 Penalty: 3638.797607
	Iteration 28Q: 3 clusters Score -247382.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -247383.515625 Penalty: 3638.797607
	Iteration 29Q: 3 clusters Score -247383.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -247383.515625 Penalty: 3638.797607
	Iteration 30F: 3 clusters Score -247383.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Entering Unmasked Estep 
Score: -8892651.000000 Penalty: 2672.726074
	Iteration 0F: 2 clusters Score -8892651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -8863993.000000 Penalty: 5345.452148
	Iteration 0F: 3 clusters Score -8863993 nChanged 22216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -8876060.000000 Penalty: 5345.452148
	Iteration 1F: 3 clusters Score -8876060 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -8876508.000000 Penalty: 5345.452148
	Iteration 2Q: 3 clusters Score -8876508 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -8876980.000000 Penalty: 5345.452148
	Iteration 3Q: 3 clusters Score -8876980 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -8877464.000000 Penalty: 5345.452148
	Iteration 4Q: 3 clusters Score -8877464 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -8878058.000000 Penalty: 5345.452148
	Iteration 5Q: 3 clusters Score -8878058 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -8878868.000000 Penalty: 5345.452148
	Iteration 6Q: 3 clusters Score -8878868 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -8880101.000000 Penalty: 5345.452148
	Iteration 7Q: 3 clusters Score -8880101 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -8881993.000000 Penalty: 5345.452148
	Iteration 8F: 3 clusters Score -8881993 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -8884416.000000 Penalty: 5345.452148
	Iteration 9F: 3 clusters Score -8884416 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -8886645.000000 Penalty: 5345.452148
	Iteration 10F: 3 clusters Score -8886645 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -8888348.000000 Penalty: 5345.452148
	Iteration 11Q: 3 clusters Score -8888348 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -8889515.000000 Penalty: 5345.452148
	Iteration 12Q: 3 clusters Score -8889515 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -8890094.000000 Penalty: 5345.452148
	Iteration 13Q: 3 clusters Score -8890094 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -8890302.000000 Penalty: 5345.452148
	Iteration 14Q: 3 clusters Score -8890302 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -8890325.000000 Penalty: 5345.452148
	Iteration 15Q: 3 clusters Score -8890325 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -8890416.000000 Penalty: 5345.452148
	Iteration 16Q: 3 clusters Score -8890416 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -8890493.000000 Penalty: 5345.452148
	Iteration 17Q: 3 clusters Score -8890493 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -8890534.000000 Penalty: 5345.452148
	Iteration 18Q: 3 clusters Score -8890534 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -8890559.000000 Penalty: 5345.452148
	Iteration 19Q: 3 clusters Score -8890559 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -8890529.000000 Penalty: 5345.452148
	Iteration 20F: 3 clusters Score -8890529 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -8890525.000000 Penalty: 5345.452148
	Iteration 21Q: 3 clusters Score -8890525 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -8890526.000000 Penalty: 5345.452148
	Iteration 22Q: 3 clusters Score -8890526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -8890535.000000 Penalty: 5345.452148
	Iteration 23Q: 3 clusters Score -8890535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 47446 members 
Entering Unmasked Estep 
Score: -8890544.000000 Penalty: 5345.452148
	Iteration 24Q: 3 clusters Score -8890544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -8890543.000000 Penalty: 5345.452148
	Iteration 25Q: 3 clusters Score -8890543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 47489 members 
Entering Unmasked Estep 
Score: -8890541.000000 Penalty: 5345.452148
	Iteration 26Q: 3 clusters Score -8890541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 47501 members 
Entering Unmasked Estep 
Score: -8890546.000000 Penalty: 5345.452148
	Iteration 27Q: 3 clusters Score -8890546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -8890554.000000 Penalty: 5345.452148
	Iteration 28Q: 3 clusters Score -8890554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -8890564.000000 Penalty: 5345.452148
	Iteration 29Q: 3 clusters Score -8890564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -8890579.000000 Penalty: 5345.452148
	Iteration 30Q: 3 clusters Score -8890579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -8890574.000000 Penalty: 5345.452148
	Iteration 31Q: 3 clusters Score -8890574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -8890588.000000 Penalty: 5345.452148
	Iteration 32Q: 3 clusters Score -8890588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -8890591.000000 Penalty: 5345.452148
	Iteration 33Q: 3 clusters Score -8890591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -8890590.000000 Penalty: 5345.452148
	Iteration 34Q: 3 clusters Score -8890590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -8890594.000000 Penalty: 5345.452148
	Iteration 35Q: 3 clusters Score -8890594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -8890591.000000 Penalty: 5345.452148
	Iteration 36Q: 3 clusters Score -8890591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -8890586.000000 Penalty: 5345.452148
	Iteration 37Q: 3 clusters Score -8890586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -8890592.000000 Penalty: 5345.452148
	Iteration 38Q: 3 clusters Score -8890592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -8890592.000000 Penalty: 5345.452148
	Iteration 39F: 3 clusters Score -8890592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -117156.140625 Penalty: 1679.155884
	Iteration 0F: 2 clusters Score -117156.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -115389.242188 Penalty: 3358.311768
	Iteration 0F: 3 clusters Score -115389.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -115855.984375 Penalty: 3358.311768
	Iteration 1F: 3 clusters Score -115856 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -116189.328125 Penalty: 3358.311768
	Iteration 2F: 3 clusters Score -116189.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116450.984375 Penalty: 3358.311768
	Iteration 3F: 3 clusters Score -116451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -116579.703125 Penalty: 3358.311768
	Iteration 4F: 3 clusters Score -116579.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -116691.453125 Penalty: 3358.311768
	Iteration 5Q: 3 clusters Score -116691.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -116757.218750 Penalty: 3358.311768
	Iteration 6Q: 3 clusters Score -116757.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -116798.359375 Penalty: 3358.311768
	Iteration 7Q: 3 clusters Score -116798.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -116853.687500 Penalty: 3358.311768
	Iteration 8Q: 3 clusters Score -116853.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -116901.203125 Penalty: 3358.311768
	Iteration 9Q: 3 clusters Score -116901.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -116930.515625 Penalty: 3358.311768
	Iteration 10Q: 3 clusters Score -116930.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -116957.890625 Penalty: 3358.311768
	Iteration 11Q: 3 clusters Score -116957.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116972.125000 Penalty: 3358.311768
	Iteration 12Q: 3 clusters Score -116972.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -116981.882812 Penalty: 3358.311768
	Iteration 13Q: 3 clusters Score -116981.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -116992.390625 Penalty: 3358.311768
	Iteration 14Q: 3 clusters Score -116992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -116995.460938 Penalty: 3358.311768
	Iteration 15Q: 3 clusters Score -116995.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -116998.445312 Penalty: 3358.311768
	Iteration 16Q: 3 clusters Score -116998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -117013.070312 Penalty: 3358.311768
	Iteration 17Q: 3 clusters Score -117013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -117024.765625 Penalty: 3358.311768
	Iteration 18Q: 3 clusters Score -117024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117034.226562 Penalty: 3358.311768
	Iteration 19Q: 3 clusters Score -117034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117035.859375 Penalty: 3358.311768
	Iteration 20F: 3 clusters Score -117035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117036.796875 Penalty: 3358.311768
	Iteration 21Q: 3 clusters Score -117036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117036.796875 Penalty: 3358.311768
	Iteration 22F: 3 clusters Score -117036.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (45455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Entering Unmasked Estep 
Score: -8453952.000000 Penalty: 2659.670410
	Iteration 0F: 2 clusters Score -8453952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -8424383.000000 Penalty: 5319.340820
	Iteration 0F: 3 clusters Score -8424383 nChanged 21002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -8435986.000000 Penalty: 5319.340820
	Iteration 1F: 3 clusters Score -8435986 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -8436528.000000 Penalty: 5319.340820
	Iteration 2Q: 3 clusters Score -8436528 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -8437073.000000 Penalty: 5319.340820
	Iteration 3Q: 3 clusters Score -8437073 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -8437627.000000 Penalty: 5319.340820
	Iteration 4Q: 3 clusters Score -8437627 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -8438337.000000 Penalty: 5319.340820
	Iteration 5Q: 3 clusters Score -8438337 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -8439377.000000 Penalty: 5319.340820
	Iteration 6Q: 3 clusters Score -8439377 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -8440816.000000 Penalty: 5319.340820
	Iteration 7Q: 3 clusters Score -8440816 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -8442737.000000 Penalty: 5319.340820
	Iteration 8F: 3 clusters Score -8442737 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -8444821.000000 Penalty: 5319.340820
	Iteration 9F: 3 clusters Score -8444821 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -8446714.000000 Penalty: 5319.340820
	Iteration 10F: 3 clusters Score -8446714 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -8447970.000000 Penalty: 5319.340820
	Iteration 11Q: 3 clusters Score -8447970 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -8448788.000000 Penalty: 5319.340820
	Iteration 12Q: 3 clusters Score -8448788 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -8449334.000000 Penalty: 5319.340820
	Iteration 13Q: 3 clusters Score -8449334 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -8449714.000000 Penalty: 5319.340820
	Iteration 14Q: 3 clusters Score -8449714 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -8450015.000000 Penalty: 5319.340820
	Iteration 15Q: 3 clusters Score -8450015 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -8450286.000000 Penalty: 5319.340820
	Iteration 16Q: 3 clusters Score -8450286 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -8450552.000000 Penalty: 5319.340820
	Iteration 17Q: 3 clusters Score -8450552 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -8450779.000000 Penalty: 5319.340820
	Iteration 18Q: 3 clusters Score -8450779 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -8450958.000000 Penalty: 5319.340820
	Iteration 19Q: 3 clusters Score -8450958 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -8451110.000000 Penalty: 5319.340820
	Iteration 20F: 3 clusters Score -8451110 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -8451210.000000 Penalty: 5319.340820
	Iteration 21Q: 3 clusters Score -8451210 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -8451320.000000 Penalty: 5319.340820
	Iteration 22Q: 3 clusters Score -8451320 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -8451414.000000 Penalty: 5319.340820
	Iteration 23Q: 3 clusters Score -8451414 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -8451490.000000 Penalty: 5319.340820
	Iteration 24Q: 3 clusters Score -8451490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -8451533.000000 Penalty: 5319.340820
	Iteration 25Q: 3 clusters Score -8451533 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -8451589.000000 Penalty: 5319.340820
	Iteration 26Q: 3 clusters Score -8451589 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -8451616.000000 Penalty: 5319.340820
	Iteration 27Q: 3 clusters Score -8451616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -8451634.000000 Penalty: 5319.340820
	Iteration 28Q: 3 clusters Score -8451634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -8451648.000000 Penalty: 5319.340820
	Iteration 29Q: 3 clusters Score -8451648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -8451695.000000 Penalty: 5319.340820
	Iteration 30Q: 3 clusters Score -8451695 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8451723.000000 Penalty: 5319.340820
	Iteration 31Q: 3 clusters Score -8451723 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -8451738.000000 Penalty: 5319.340820
	Iteration 32Q: 3 clusters Score -8451738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -8451759.000000 Penalty: 5319.340820
	Iteration 33Q: 3 clusters Score -8451759 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -8451773.000000 Penalty: 5319.340820
	Iteration 34Q: 3 clusters Score -8451773 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -8451793.000000 Penalty: 5319.340820
	Iteration 35Q: 3 clusters Score -8451793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -8451808.000000 Penalty: 5319.340820
	Iteration 36Q: 3 clusters Score -8451808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -8451822.000000 Penalty: 5319.340820
	Iteration 37Q: 3 clusters Score -8451822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -8451846.000000 Penalty: 5319.340820
	Iteration 38Q: 3 clusters Score -8451846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -8451849.000000 Penalty: 5319.340820
	Iteration 39Q: 3 clusters Score -8451849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -8451852.000000 Penalty: 5319.340820
	Iteration 40F: 3 clusters Score -8451852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -8451859.000000 Penalty: 5319.340820
	Iteration 41Q: 3 clusters Score -8451859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -8451871.000000 Penalty: 5319.340820
	Iteration 42Q: 3 clusters Score -8451871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -8451876.000000 Penalty: 5319.340820
	Iteration 43Q: 3 clusters Score -8451876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8451885.000000 Penalty: 5319.340820
	Iteration 44Q: 3 clusters Score -8451885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -8451884.000000 Penalty: 5319.340820
	Iteration 45Q: 3 clusters Score -8451884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -8451884.000000 Penalty: 5319.340820
	Iteration 46Q: 3 clusters Score -8451884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -8451890.000000 Penalty: 5319.340820
	Iteration 47Q: 3 clusters Score -8451890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8451884.000000 Penalty: 5319.340820
	Iteration 48Q: 3 clusters Score -8451884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -8451886.000000 Penalty: 5319.340820
	Iteration 49Q: 3 clusters Score -8451886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -8451885.000000 Penalty: 5319.340820
	Iteration 50Q: 3 clusters Score -8451885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -8451886.000000 Penalty: 5319.340820
	Iteration 51Q: 3 clusters Score -8451886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -8451890.000000 Penalty: 5319.340820
	Iteration 52Q: 3 clusters Score -8451890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -8451885.000000 Penalty: 5319.340820
	Iteration 53Q: 3 clusters Score -8451885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8451890.000000 Penalty: 5319.340820
	Iteration 54Q: 3 clusters Score -8451890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -8451900.000000 Penalty: 5319.340820
	Iteration 55Q: 3 clusters Score -8451900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -8451899.000000 Penalty: 5319.340820
	Iteration 56Q: 3 clusters Score -8451899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -8451891.000000 Penalty: 5319.340820
	Iteration 57Q: 3 clusters Score -8451891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8451895.000000 Penalty: 5319.340820
	Iteration 58Q: 3 clusters Score -8451895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -8451891.000000 Penalty: 5319.340820
	Iteration 59Q: 3 clusters Score -8451891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -8451896.000000 Penalty: 5319.340820
	Iteration 60F: 3 clusters Score -8451896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -8451890.000000 Penalty: 5319.340820
	Iteration 61Q: 3 clusters Score -8451890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8451898.000000 Penalty: 5319.340820
	Iteration 62Q: 3 clusters Score -8451898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -8451895.000000 Penalty: 5319.340820
	Iteration 63Q: 3 clusters Score -8451895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8451895.000000 Penalty: 5319.340820
	Iteration 64Q: 3 clusters Score -8451895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8451895.000000 Penalty: 5319.340820
	Iteration 65F: 3 clusters Score -8451895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -82965.195312 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -82965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -81514.492188 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -81514.49 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -81848.351562 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -81848.35 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82216.781250 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -82216.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82505.710938 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -82505.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -82667.898438 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -82667.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82775.570312 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -82775.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -82850.750000 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -82850.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -82887.085938 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -82887.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -82953.828125 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -82953.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -83045.781250 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -83045.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83086.117188 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -83086.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -83120.601562 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -83120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83132.445312 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -83132.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83132.445312 Penalty: 3116.930664
	Iteration 13F: 3 clusters Score -83132.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42440 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 53976 members 
Mstep: Class 5 contains 42481 members 
Mstep: Class 6 contains 43989 members 
Mstep: Class 7 contains 42060 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49248 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 48321 members 
Mstep: Class 13 contains 43057 members 
Mstep: Class 14 contains 47187 members 
Mstep: Class 15 contains 281 members 
Mstep: Class 16 contains 54802 members 
Mstep: Class 17 contains 27593 members 
Mstep: Class 18 contains 3243 members 
Mstep: Class 19 contains 43918 members 
Mstep: Class 20 contains 47414 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 47912 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45455 members 
Mstep: Class 25 contains 255 members 
Entering Unmasked Estep 
Score: -126915336.000000 Penalty: 83433.343750
Splitting cluster 25 changes total score from -126917192.000000 to -126915336.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42440 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 53976 members 
Mstep: Class 5 contains 42481 members 
Mstep: Class 6 contains 43989 members 
Mstep: Class 7 contains 42060 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49248 members 
Mstep: Class 10 contains 2800 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 48321 members 
Mstep: Class 13 contains 43057 members 
Mstep: Class 14 contains 47187 members 
Mstep: Class 16 contains 54802 members 
Mstep: Class 17 contains 27593 members 
Mstep: Class 18 contains 3243 members 
Mstep: Class 19 contains 43918 members 
Mstep: Class 20 contains 47414 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 47912 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45455 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917072.000000 Penalty: 80096.007812
Iteration 279Q: 25 clusters Score -1.269171e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42485 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 54047 members 
Mstep: Class 5 contains 42500 members 
Mstep: Class 6 contains 44005 members 
Mstep: Class 7 contains 42092 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49280 members 
Mstep: Class 10 contains 2794 members 
Mstep: Class 11 contains 7972 members 
Mstep: Class 12 contains 48347 members 
Mstep: Class 13 contains 43007 members 
Mstep: Class 14 contains 47199 members 
Mstep: Class 16 contains 54836 members 
Mstep: Class 17 contains 27361 members 
Mstep: Class 18 contains 3241 members 
Mstep: Class 19 contains 43918 members 
Mstep: Class 20 contains 47404 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 47903 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45489 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917088.000000 Penalty: 80096.007812
Iteration 280F: 25 clusters Score -1.269171e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42506 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 54116 members 
Mstep: Class 5 contains 42536 members 
Mstep: Class 6 contains 44009 members 
Mstep: Class 7 contains 42129 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49337 members 
Mstep: Class 10 contains 2797 members 
Mstep: Class 11 contains 7962 members 
Mstep: Class 12 contains 48349 members 
Mstep: Class 13 contains 42957 members 
Mstep: Class 14 contains 47211 members 
Mstep: Class 16 contains 54863 members 
Mstep: Class 17 contains 27142 members 
Mstep: Class 18 contains 3238 members 
Mstep: Class 19 contains 43913 members 
Mstep: Class 20 contains 47423 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 47887 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45505 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917264.000000 Penalty: 80096.007812
Iteration 281Q: 25 clusters Score -1.269173e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42529 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 54178 members 
Mstep: Class 5 contains 42541 members 
Mstep: Class 6 contains 43993 members 
Mstep: Class 7 contains 42165 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49433 members 
Mstep: Class 10 contains 2796 members 
Mstep: Class 11 contains 7959 members 
Mstep: Class 12 contains 48358 members 
Mstep: Class 13 contains 42906 members 
Mstep: Class 14 contains 47231 members 
Mstep: Class 16 contains 54878 members 
Mstep: Class 17 contains 26933 members 
Mstep: Class 18 contains 3235 members 
Mstep: Class 19 contains 43877 members 
Mstep: Class 20 contains 47447 members 
Mstep: Class 21 contains 1535 members 
Mstep: Class 22 contains 47874 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45547 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917296.000000 Penalty: 80096.007812
Iteration 282Q: 25 clusters Score -1.269173e+08 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42558 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 54218 members 
Mstep: Class 5 contains 42560 members 
Mstep: Class 6 contains 43989 members 
Mstep: Class 7 contains 42175 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49502 members 
Mstep: Class 10 contains 2796 members 
Mstep: Class 11 contains 7949 members 
Mstep: Class 12 contains 48348 members 
Mstep: Class 13 contains 42866 members 
Mstep: Class 14 contains 47261 members 
Mstep: Class 16 contains 54917 members 
Mstep: Class 17 contains 26682 members 
Mstep: Class 18 contains 3234 members 
Mstep: Class 19 contains 43825 members 
Mstep: Class 20 contains 47464 members 
Mstep: Class 21 contains 1534 members 
Mstep: Class 22 contains 47886 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45651 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916904.000000 Penalty: 80096.007812
Iteration 283Q: 25 clusters Score -1.269169e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42578 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 54259 members 
Mstep: Class 5 contains 42584 members 
Mstep: Class 6 contains 43997 members 
Mstep: Class 7 contains 42181 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49599 members 
Mstep: Class 10 contains 2795 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 48378 members 
Mstep: Class 13 contains 42823 members 
Mstep: Class 14 contains 47253 members 
Mstep: Class 16 contains 54905 members 
Mstep: Class 17 contains 26439 members 
Mstep: Class 18 contains 3235 members 
Mstep: Class 19 contains 43819 members 
Mstep: Class 20 contains 47496 members 
Mstep: Class 21 contains 1532 members 
Mstep: Class 22 contains 47902 members 
Mstep: Class 23 contains 872 members 
Mstep: Class 24 contains 45709 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916656.000000 Penalty: 80096.007812
Iteration 284Q: 25 clusters Score -1.269167e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42611 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 54314 members 
Mstep: Class 5 contains 42630 members 
Mstep: Class 6 contains 44021 members 
Mstep: Class 7 contains 42203 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49677 members 
Mstep: Class 10 contains 2796 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 48373 members 
Mstep: Class 13 contains 42772 members 
Mstep: Class 14 contains 47265 members 
Mstep: Class 16 contains 54915 members 
Mstep: Class 17 contains 26203 members 
Mstep: Class 18 contains 3230 members 
Mstep: Class 19 contains 43813 members 
Mstep: Class 20 contains 47502 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 47908 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 45731 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916496.000000 Penalty: 80096.007812
Iteration 285Q: 25 clusters Score -1.269165e+08 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42634 members 
Mstep: Class 3 contains 1091 members 
Mstep: Class 4 contains 54388 members 
Mstep: Class 5 contains 42624 members 
Mstep: Class 6 contains 44044 members 
Mstep: Class 7 contains 42226 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49744 members 
Mstep: Class 10 contains 2802 members 
Mstep: Class 11 contains 7898 members 
Mstep: Class 12 contains 48383 members 
Mstep: Class 13 contains 42724 members 
Mstep: Class 14 contains 47255 members 
Mstep: Class 16 contains 54954 members 
Mstep: Class 17 contains 25956 members 
Mstep: Class 18 contains 3223 members 
Mstep: Class 19 contains 43805 members 
Mstep: Class 20 contains 47509 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 47905 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 45807 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916232.000000 Penalty: 80096.007812
Iteration 286Q: 25 clusters Score -1.269162e+08 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42653 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 54452 members 
Mstep: Class 5 contains 42610 members 
Mstep: Class 6 contains 44065 members 
Mstep: Class 7 contains 42237 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49794 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 7879 members 
Mstep: Class 12 contains 48409 members 
Mstep: Class 13 contains 42678 members 
Mstep: Class 14 contains 47277 members 
Mstep: Class 16 contains 55033 members 
Mstep: Class 17 contains 25693 members 
Mstep: Class 18 contains 3218 members 
Mstep: Class 19 contains 43755 members 
Mstep: Class 20 contains 47535 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 47934 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 45854 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915848.000000 Penalty: 80096.007812
Iteration 287Q: 25 clusters Score -1.269158e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42694 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 54498 members 
Mstep: Class 5 contains 42600 members 
Mstep: Class 6 contains 44111 members 
Mstep: Class 7 contains 42261 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49817 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 7868 members 
Mstep: Class 12 contains 48438 members 
Mstep: Class 13 contains 42603 members 
Mstep: Class 14 contains 47267 members 
Mstep: Class 16 contains 55107 members 
Mstep: Class 17 contains 25448 members 
Mstep: Class 18 contains 3214 members 
Mstep: Class 19 contains 43730 members 
Mstep: Class 20 contains 47544 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 47961 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 45909 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915608.000000 Penalty: 80096.007812
Iteration 288Q: 25 clusters Score -1.269156e+08 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42734 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 54568 members 
Mstep: Class 5 contains 42603 members 
Mstep: Class 6 contains 44150 members 
Mstep: Class 7 contains 42282 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49828 members 
Mstep: Class 10 contains 2818 members 
Mstep: Class 11 contains 7855 members 
Mstep: Class 12 contains 48437 members 
Mstep: Class 13 contains 42522 members 
Mstep: Class 14 contains 47299 members 
Mstep: Class 16 contains 55178 members 
Mstep: Class 17 contains 25206 members 
Mstep: Class 18 contains 3210 members 
Mstep: Class 19 contains 43690 members 
Mstep: Class 20 contains 47566 members 
Mstep: Class 21 contains 1533 members 
Mstep: Class 22 contains 47995 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 45943 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915568.000000 Penalty: 80096.007812
Iteration 289Q: 25 clusters Score -1.269156e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42786 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 54604 members 
Mstep: Class 5 contains 42617 members 
Mstep: Class 6 contains 44205 members 
Mstep: Class 7 contains 42315 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49789 members 
Mstep: Class 10 contains 2835 members 
Mstep: Class 11 contains 7859 members 
Mstep: Class 12 contains 48459 members 
Mstep: Class 13 contains 42444 members 
Mstep: Class 14 contains 47307 members 
Mstep: Class 16 contains 55257 members 
Mstep: Class 17 contains 24962 members 
Mstep: Class 18 contains 3208 members 
Mstep: Class 19 contains 43650 members 
Mstep: Class 20 contains 47592 members 
Mstep: Class 21 contains 1532 members 
Mstep: Class 22 contains 48006 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 45990 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915424.000000 Penalty: 80096.007812
Iteration 290Q: 25 clusters Score -1.269154e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42850 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 54653 members 
Mstep: Class 5 contains 42634 members 
Mstep: Class 6 contains 44239 members 
Mstep: Class 7 contains 42335 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49810 members 
Mstep: Class 10 contains 2850 members 
Mstep: Class 11 contains 7852 members 
Mstep: Class 12 contains 48486 members 
Mstep: Class 13 contains 42364 members 
Mstep: Class 14 contains 47257 members 
Mstep: Class 16 contains 55330 members 
Mstep: Class 17 contains 24706 members 
Mstep: Class 18 contains 3204 members 
Mstep: Class 19 contains 43651 members 
Mstep: Class 20 contains 47606 members 
Mstep: Class 21 contains 1532 members 
Mstep: Class 22 contains 48023 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46035 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915240.000000 Penalty: 80096.007812
Iteration 291Q: 25 clusters Score -1.269152e+08 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42899 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 54734 members 
Mstep: Class 5 contains 42664 members 
Mstep: Class 6 contains 44287 members 
Mstep: Class 7 contains 42345 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49771 members 
Mstep: Class 10 contains 2852 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 48494 members 
Mstep: Class 13 contains 42280 members 
Mstep: Class 14 contains 47284 members 
Mstep: Class 16 contains 55440 members 
Mstep: Class 17 contains 24431 members 
Mstep: Class 18 contains 3203 members 
Mstep: Class 19 contains 43663 members 
Mstep: Class 20 contains 47645 members 
Mstep: Class 21 contains 1532 members 
Mstep: Class 22 contains 48030 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46018 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915144.000000 Penalty: 80096.007812
Iteration 292Q: 25 clusters Score -1.269151e+08 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42930 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 54797 members 
Mstep: Class 5 contains 42691 members 
Mstep: Class 6 contains 44334 members 
Mstep: Class 7 contains 42376 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49736 members 
Mstep: Class 10 contains 2857 members 
Mstep: Class 11 contains 7845 members 
Mstep: Class 12 contains 48502 members 
Mstep: Class 13 contains 42211 members 
Mstep: Class 14 contains 47278 members 
Mstep: Class 16 contains 55534 members 
Mstep: Class 17 contains 24154 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 43672 members 
Mstep: Class 20 contains 47661 members 
Mstep: Class 21 contains 1532 members 
Mstep: Class 22 contains 48049 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46059 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914904.000000 Penalty: 80096.007812
Iteration 293Q: 25 clusters Score -1.269149e+08 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42980 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 54851 members 
Mstep: Class 5 contains 42706 members 
Mstep: Class 6 contains 44369 members 
Mstep: Class 7 contains 42430 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49727 members 
Mstep: Class 10 contains 2864 members 
Mstep: Class 11 contains 7836 members 
Mstep: Class 12 contains 48493 members 
Mstep: Class 13 contains 42124 members 
Mstep: Class 14 contains 47256 members 
Mstep: Class 16 contains 55640 members 
Mstep: Class 17 contains 23851 members 
Mstep: Class 18 contains 3197 members 
Mstep: Class 19 contains 43671 members 
Mstep: Class 20 contains 47706 members 
Mstep: Class 21 contains 1532 members 
Mstep: Class 22 contains 48108 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46077 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914360.000000 Penalty: 80096.007812
Iteration 294Q: 25 clusters Score -1.269144e+08 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42997 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 54937 members 
Mstep: Class 5 contains 42717 members 
Mstep: Class 6 contains 44392 members 
Mstep: Class 7 contains 42507 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49733 members 
Mstep: Class 10 contains 2874 members 
Mstep: Class 11 contains 7836 members 
Mstep: Class 12 contains 48473 members 
Mstep: Class 13 contains 42035 members 
Mstep: Class 14 contains 47249 members 
Mstep: Class 16 contains 55721 members 
Mstep: Class 17 contains 23549 members 
Mstep: Class 18 contains 3193 members 
Mstep: Class 19 contains 43659 members 
Mstep: Class 20 contains 47740 members 
Mstep: Class 21 contains 1532 members 
Mstep: Class 22 contains 48160 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46114 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914216.000000 Penalty: 80096.007812
Iteration 295Q: 25 clusters Score -1.269142e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43033 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 55037 members 
Mstep: Class 5 contains 42742 members 
Mstep: Class 6 contains 44426 members 
Mstep: Class 7 contains 42561 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49774 members 
Mstep: Class 10 contains 2879 members 
Mstep: Class 11 contains 7829 members 
Mstep: Class 12 contains 48476 members 
Mstep: Class 13 contains 41965 members 
Mstep: Class 14 contains 47214 members 
Mstep: Class 16 contains 55856 members 
Mstep: Class 17 contains 23219 members 
Mstep: Class 18 contains 3184 members 
Mstep: Class 19 contains 43622 members 
Mstep: Class 20 contains 47773 members 
Mstep: Class 21 contains 1532 members 
Mstep: Class 22 contains 48182 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46115 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914032.000000 Penalty: 80096.007812
Iteration 296Q: 25 clusters Score -1.26914e+08 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43048 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 55132 members 
Mstep: Class 5 contains 42773 members 
Mstep: Class 6 contains 44428 members 
Mstep: Class 7 contains 42597 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49797 members 
Mstep: Class 10 contains 2891 members 
Mstep: Class 11 contains 7824 members 
Mstep: Class 12 contains 48458 members 
Mstep: Class 13 contains 41882 members 
Mstep: Class 14 contains 47203 members 
Mstep: Class 16 contains 55988 members 
Mstep: Class 17 contains 22881 members 
Mstep: Class 18 contains 3175 members 
Mstep: Class 19 contains 43609 members 
Mstep: Class 20 contains 47812 members 
Mstep: Class 21 contains 1532 members 
Mstep: Class 22 contains 48242 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46147 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914272.000000 Penalty: 80096.007812
Iteration 297Q: 25 clusters Score -1.269143e+08 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43050 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 55246 members 
Mstep: Class 5 contains 42827 members 
Mstep: Class 6 contains 44457 members 
Mstep: Class 7 contains 42635 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49784 members 
Mstep: Class 10 contains 2894 members 
Mstep: Class 11 contains 7816 members 
Mstep: Class 12 contains 48462 members 
Mstep: Class 13 contains 41799 members 
Mstep: Class 14 contains 47186 members 
Mstep: Class 16 contains 56111 members 
Mstep: Class 17 contains 22568 members 
Mstep: Class 18 contains 3167 members 
Mstep: Class 19 contains 43589 members 
Mstep: Class 20 contains 47849 members 
Mstep: Class 21 contains 1530 members 
Mstep: Class 22 contains 48284 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46165 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913792.000000 Penalty: 80096.007812
Iteration 298Q: 25 clusters Score -1.269138e+08 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43069 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 55363 members 
Mstep: Class 5 contains 42872 members 
Mstep: Class 6 contains 44473 members 
Mstep: Class 7 contains 42677 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49731 members 
Mstep: Class 10 contains 2904 members 
Mstep: Class 11 contains 7811 members 
Mstep: Class 12 contains 48472 members 
Mstep: Class 13 contains 41708 members 
Mstep: Class 14 contains 47165 members 
Mstep: Class 16 contains 56198 members 
Mstep: Class 17 contains 22277 members 
Mstep: Class 18 contains 3158 members 
Mstep: Class 19 contains 43628 members 
Mstep: Class 20 contains 47857 members 
Mstep: Class 21 contains 1528 members 
Mstep: Class 22 contains 48346 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46182 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913688.000000 Penalty: 80096.007812
Iteration 299Q: 25 clusters Score -1.269137e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43096 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 55502 members 
Mstep: Class 5 contains 42942 members 
Mstep: Class 6 contains 44487 members 
Mstep: Class 7 contains 42664 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49693 members 
Mstep: Class 10 contains 2909 members 
Mstep: Class 11 contains 7812 members 
Mstep: Class 12 contains 48484 members 
Mstep: Class 13 contains 41618 members 
Mstep: Class 14 contains 47133 members 
Mstep: Class 16 contains 56267 members 
Mstep: Class 17 contains 21975 members 
Mstep: Class 18 contains 3152 members 
Mstep: Class 19 contains 43617 members 
Mstep: Class 20 contains 47888 members 
Mstep: Class 21 contains 1528 members 
Mstep: Class 22 contains 48407 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46247 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913336.000000 Penalty: 80096.007812
Iteration 300F: 25 clusters Score -1.269133e+08 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43141 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 55588 members 
Mstep: Class 5 contains 42995 members 
Mstep: Class 6 contains 44464 members 
Mstep: Class 7 contains 42662 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49695 members 
Mstep: Class 10 contains 2933 members 
Mstep: Class 11 contains 7813 members 
Mstep: Class 12 contains 48514 members 
Mstep: Class 13 contains 41516 members 
Mstep: Class 14 contains 47095 members 
Mstep: Class 16 contains 56332 members 
Mstep: Class 17 contains 21670 members 
Mstep: Class 18 contains 3144 members 
Mstep: Class 19 contains 43583 members 
Mstep: Class 20 contains 47948 members 
Mstep: Class 21 contains 1528 members 
Mstep: Class 22 contains 48458 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46342 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913312.000000 Penalty: 80096.007812
Iteration 301Q: 25 clusters Score -1.269133e+08 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43157 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 55710 members 
Mstep: Class 5 contains 43028 members 
Mstep: Class 6 contains 44472 members 
Mstep: Class 7 contains 42676 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49671 members 
Mstep: Class 10 contains 2953 members 
Mstep: Class 11 contains 7808 members 
Mstep: Class 12 contains 48541 members 
Mstep: Class 13 contains 41431 members 
Mstep: Class 14 contains 47034 members 
Mstep: Class 16 contains 56327 members 
Mstep: Class 17 contains 21363 members 
Mstep: Class 18 contains 3142 members 
Mstep: Class 19 contains 43600 members 
Mstep: Class 20 contains 47978 members 
Mstep: Class 21 contains 1527 members 
Mstep: Class 22 contains 48531 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46472 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913128.000000 Penalty: 80096.007812
Iteration 302Q: 25 clusters Score -1.269131e+08 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43182 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 55836 members 
Mstep: Class 5 contains 43074 members 
Mstep: Class 6 contains 44455 members 
Mstep: Class 7 contains 42683 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49601 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 7809 members 
Mstep: Class 12 contains 48560 members 
Mstep: Class 13 contains 41325 members 
Mstep: Class 14 contains 47046 members 
Mstep: Class 16 contains 56435 members 
Mstep: Class 17 contains 21070 members 
Mstep: Class 18 contains 3141 members 
Mstep: Class 19 contains 43592 members 
Mstep: Class 20 contains 48000 members 
Mstep: Class 21 contains 1525 members 
Mstep: Class 22 contains 48566 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46552 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912504.000000 Penalty: 80096.007812
Iteration 303Q: 25 clusters Score -1.269125e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43193 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 55926 members 
Mstep: Class 5 contains 43126 members 
Mstep: Class 6 contains 44472 members 
Mstep: Class 7 contains 42712 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49556 members 
Mstep: Class 10 contains 2991 members 
Mstep: Class 11 contains 7813 members 
Mstep: Class 12 contains 48567 members 
Mstep: Class 13 contains 41209 members 
Mstep: Class 14 contains 47023 members 
Mstep: Class 16 contains 56547 members 
Mstep: Class 17 contains 20776 members 
Mstep: Class 18 contains 3134 members 
Mstep: Class 19 contains 43589 members 
Mstep: Class 20 contains 48044 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 48586 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46635 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912504.000000 Penalty: 80096.007812
Iteration 304Q: 25 clusters Score -1.269125e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43205 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 56037 members 
Mstep: Class 5 contains 43149 members 
Mstep: Class 6 contains 44525 members 
Mstep: Class 7 contains 42770 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49518 members 
Mstep: Class 10 contains 3002 members 
Mstep: Class 11 contains 7799 members 
Mstep: Class 12 contains 48601 members 
Mstep: Class 13 contains 41115 members 
Mstep: Class 14 contains 46957 members 
Mstep: Class 16 contains 56673 members 
Mstep: Class 17 contains 20475 members 
Mstep: Class 18 contains 3126 members 
Mstep: Class 19 contains 43550 members 
Mstep: Class 20 contains 48081 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 48608 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46710 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912240.000000 Penalty: 80096.007812
Iteration 305Q: 25 clusters Score -1.269122e+08 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43216 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 56130 members 
Mstep: Class 5 contains 43152 members 
Mstep: Class 6 contains 44569 members 
Mstep: Class 7 contains 42821 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49498 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 7792 members 
Mstep: Class 12 contains 48637 members 
Mstep: Class 13 contains 41008 members 
Mstep: Class 14 contains 46912 members 
Mstep: Class 16 contains 56754 members 
Mstep: Class 17 contains 20167 members 
Mstep: Class 18 contains 3117 members 
Mstep: Class 19 contains 43552 members 
Mstep: Class 20 contains 48140 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 48641 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46778 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911912.000000 Penalty: 80096.007812
Iteration 306Q: 25 clusters Score -1.269119e+08 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43249 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 56212 members 
Mstep: Class 5 contains 43168 members 
Mstep: Class 6 contains 44591 members 
Mstep: Class 7 contains 42896 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49443 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 7794 members 
Mstep: Class 12 contains 48644 members 
Mstep: Class 13 contains 40903 members 
Mstep: Class 14 contains 46869 members 
Mstep: Class 16 contains 56846 members 
Mstep: Class 17 contains 19907 members 
Mstep: Class 18 contains 3112 members 
Mstep: Class 19 contains 43520 members 
Mstep: Class 20 contains 48209 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 48685 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46814 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911760.000000 Penalty: 80096.007812
Iteration 307Q: 25 clusters Score -1.269118e+08 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43280 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 56311 members 
Mstep: Class 5 contains 43173 members 
Mstep: Class 6 contains 44618 members 
Mstep: Class 7 contains 42952 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49378 members 
Mstep: Class 10 contains 3068 members 
Mstep: Class 11 contains 7783 members 
Mstep: Class 12 contains 48636 members 
Mstep: Class 13 contains 40786 members 
Mstep: Class 14 contains 46825 members 
Mstep: Class 16 contains 56949 members 
Mstep: Class 17 contains 19657 members 
Mstep: Class 18 contains 3105 members 
Mstep: Class 19 contains 43525 members 
Mstep: Class 20 contains 48269 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 48757 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46833 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911648.000000 Penalty: 80096.007812
Iteration 308Q: 25 clusters Score -1.269116e+08 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43296 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 56358 members 
Mstep: Class 5 contains 43192 members 
Mstep: Class 6 contains 44628 members 
Mstep: Class 7 contains 42979 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49272 members 
Mstep: Class 10 contains 3087 members 
Mstep: Class 11 contains 7774 members 
Mstep: Class 12 contains 48626 members 
Mstep: Class 13 contains 40694 members 
Mstep: Class 14 contains 46853 members 
Mstep: Class 16 contains 57082 members 
Mstep: Class 17 contains 19418 members 
Mstep: Class 18 contains 3102 members 
Mstep: Class 19 contains 43543 members 
Mstep: Class 20 contains 48310 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 48856 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46834 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911656.000000 Penalty: 80096.007812
Iteration 309Q: 25 clusters Score -1.269117e+08 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43305 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 56391 members 
Mstep: Class 5 contains 43208 members 
Mstep: Class 6 contains 44677 members 
Mstep: Class 7 contains 43017 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49207 members 
Mstep: Class 10 contains 3107 members 
Mstep: Class 11 contains 7760 members 
Mstep: Class 12 contains 48642 members 
Mstep: Class 13 contains 40585 members 
Mstep: Class 14 contains 46887 members 
Mstep: Class 16 contains 57199 members 
Mstep: Class 17 contains 19188 members 
Mstep: Class 18 contains 3100 members 
Mstep: Class 19 contains 43526 members 
Mstep: Class 20 contains 48354 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 48935 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46816 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911520.000000 Penalty: 80096.007812
Iteration 310Q: 25 clusters Score -1.269115e+08 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43300 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 56422 members 
Mstep: Class 5 contains 43217 members 
Mstep: Class 6 contains 44737 members 
Mstep: Class 7 contains 43049 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49170 members 
Mstep: Class 10 contains 3122 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 48664 members 
Mstep: Class 13 contains 40455 members 
Mstep: Class 14 contains 46963 members 
Mstep: Class 16 contains 57274 members 
Mstep: Class 17 contains 18972 members 
Mstep: Class 18 contains 3096 members 
Mstep: Class 19 contains 43542 members 
Mstep: Class 20 contains 48366 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 48969 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46844 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911328.000000 Penalty: 80096.007812
Iteration 311Q: 25 clusters Score -1.269113e+08 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43315 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 56499 members 
Mstep: Class 5 contains 43239 members 
Mstep: Class 6 contains 44790 members 
Mstep: Class 7 contains 43057 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49091 members 
Mstep: Class 10 contains 3147 members 
Mstep: Class 11 contains 7723 members 
Mstep: Class 12 contains 48677 members 
Mstep: Class 13 contains 40348 members 
Mstep: Class 14 contains 46987 members 
Mstep: Class 16 contains 57384 members 
Mstep: Class 17 contains 18741 members 
Mstep: Class 18 contains 3093 members 
Mstep: Class 19 contains 43579 members 
Mstep: Class 20 contains 48402 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 49030 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46801 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910928.000000 Penalty: 80096.007812
Iteration 312Q: 25 clusters Score -1.269109e+08 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43352 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 56574 members 
Mstep: Class 5 contains 43268 members 
Mstep: Class 6 contains 44853 members 
Mstep: Class 7 contains 43054 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49053 members 
Mstep: Class 10 contains 3159 members 
Mstep: Class 11 contains 7711 members 
Mstep: Class 12 contains 48697 members 
Mstep: Class 13 contains 40247 members 
Mstep: Class 14 contains 47004 members 
Mstep: Class 16 contains 57463 members 
Mstep: Class 17 contains 18459 members 
Mstep: Class 18 contains 3088 members 
Mstep: Class 19 contains 43622 members 
Mstep: Class 20 contains 48440 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 49058 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46801 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910296.000000 Penalty: 80096.007812
Iteration 313Q: 25 clusters Score -1.269103e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43400 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 56641 members 
Mstep: Class 5 contains 43303 members 
Mstep: Class 6 contains 44910 members 
Mstep: Class 7 contains 43062 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49048 members 
Mstep: Class 10 contains 3166 members 
Mstep: Class 11 contains 7706 members 
Mstep: Class 12 contains 48705 members 
Mstep: Class 13 contains 40131 members 
Mstep: Class 14 contains 47040 members 
Mstep: Class 16 contains 57502 members 
Mstep: Class 17 contains 18169 members 
Mstep: Class 18 contains 3080 members 
Mstep: Class 19 contains 43653 members 
Mstep: Class 20 contains 48419 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 49116 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46852 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909888.000000 Penalty: 80096.007812
Iteration 314Q: 25 clusters Score -1.269099e+08 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43462 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 56685 members 
Mstep: Class 5 contains 43325 members 
Mstep: Class 6 contains 44958 members 
Mstep: Class 7 contains 43075 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49108 members 
Mstep: Class 10 contains 3176 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 48755 members 
Mstep: Class 13 contains 40011 members 
Mstep: Class 14 contains 47101 members 
Mstep: Class 16 contains 57502 members 
Mstep: Class 17 contains 17852 members 
Mstep: Class 18 contains 3071 members 
Mstep: Class 19 contains 43671 members 
Mstep: Class 20 contains 48418 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 49168 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46884 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909968.000000 Penalty: 80096.007812
Iteration 315Q: 25 clusters Score -1.2691e+08 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43509 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 56767 members 
Mstep: Class 5 contains 43353 members 
Mstep: Class 6 contains 45003 members 
Mstep: Class 7 contains 43079 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49113 members 
Mstep: Class 10 contains 3180 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 48779 members 
Mstep: Class 13 contains 39902 members 
Mstep: Class 14 contains 47147 members 
Mstep: Class 16 contains 57514 members 
Mstep: Class 17 contains 17530 members 
Mstep: Class 18 contains 3055 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 48455 members 
Mstep: Class 21 contains 1524 members 
Mstep: Class 22 contains 49233 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46912 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909656.000000 Penalty: 80096.007812
Iteration 316Q: 25 clusters Score -1.269097e+08 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43556 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 56790 members 
Mstep: Class 5 contains 43391 members 
Mstep: Class 6 contains 45044 members 
Mstep: Class 7 contains 43096 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49121 members 
Mstep: Class 10 contains 3192 members 
Mstep: Class 11 contains 7656 members 
Mstep: Class 12 contains 48826 members 
Mstep: Class 13 contains 39789 members 
Mstep: Class 14 contains 47211 members 
Mstep: Class 16 contains 57509 members 
Mstep: Class 17 contains 17213 members 
Mstep: Class 18 contains 3053 members 
Mstep: Class 19 contains 43746 members 
Mstep: Class 20 contains 48466 members 
Mstep: Class 21 contains 1523 members 
Mstep: Class 22 contains 49269 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 46977 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909128.000000 Penalty: 80096.007812
Iteration 317Q: 25 clusters Score -1.269091e+08 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43621 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 56855 members 
Mstep: Class 5 contains 43435 members 
Mstep: Class 6 contains 45138 members 
Mstep: Class 7 contains 43095 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49124 members 
Mstep: Class 10 contains 3201 members 
Mstep: Class 11 contains 7661 members 
Mstep: Class 12 contains 48852 members 
Mstep: Class 13 contains 39652 members 
Mstep: Class 14 contains 47251 members 
Mstep: Class 16 contains 57520 members 
Mstep: Class 17 contains 16889 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 43754 members 
Mstep: Class 20 contains 48495 members 
Mstep: Class 21 contains 1521 members 
Mstep: Class 22 contains 49295 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47019 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908800.000000 Penalty: 80096.007812
Iteration 318Q: 25 clusters Score -1.269088e+08 nChanged 3431
Entering ConstructFrom: 
Score: -126908800.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -21693.976562 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -21693.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -20590.728516 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -20590.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20749.847656 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -20749.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20767.542969 Penalty: 2767.546143
	Iteration 2Q: 3 clusters Score -20767.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20777.939453 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -20777.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20779.490234 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -20779.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20779.490234 Penalty: 2767.546143
	Iteration 5F: 3 clusters Score -20779.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Entering Unmasked Estep 
Score: -8054905.000000 Penalty: 2649.718262
	Iteration 0F: 2 clusters Score -8054905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -8025973.000000 Penalty: 5299.436523
	Iteration 0F: 3 clusters Score -8025973 nChanged 20136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -8037182.500000 Penalty: 5299.436523
	Iteration 1F: 3 clusters Score -8037182 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -8038442.500000 Penalty: 5299.436523
	Iteration 2F: 3 clusters Score -8038442 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -8040721.500000 Penalty: 5299.436523
	Iteration 3F: 3 clusters Score -8040722 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -8043968.000000 Penalty: 5299.436523
	Iteration 4F: 3 clusters Score -8043968 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -8047511.000000 Penalty: 5299.436523
	Iteration 5F: 3 clusters Score -8047511 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -8050536.000000 Penalty: 5299.436523
	Iteration 6F: 3 clusters Score -8050536 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -8052539.000000 Penalty: 5299.436523
	Iteration 7Q: 3 clusters Score -8052539 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -8053483.000000 Penalty: 5299.436523
	Iteration 8Q: 3 clusters Score -8053483 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -8053832.500000 Penalty: 5299.436523
	Iteration 9Q: 3 clusters Score -8053832 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -8053936.500000 Penalty: 5299.436523
	Iteration 10Q: 3 clusters Score -8053936 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -8054036.000000 Penalty: 5299.436523
	Iteration 11Q: 3 clusters Score -8054036 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -8054129.500000 Penalty: 5299.436523
	Iteration 12Q: 3 clusters Score -8054130 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -8054169.000000 Penalty: 5299.436523
	Iteration 13Q: 3 clusters Score -8054169 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -8054161.500000 Penalty: 5299.436523
	Iteration 14Q: 3 clusters Score -8054162 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -8054211.500000 Penalty: 5299.436523
	Iteration 15Q: 3 clusters Score -8054212 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -8054217.500000 Penalty: 5299.436523
	Iteration 16Q: 3 clusters Score -8054218 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -8054242.500000 Penalty: 5299.436523
	Iteration 17Q: 3 clusters Score -8054242 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8054255.000000 Penalty: 5299.436523
	Iteration 18Q: 3 clusters Score -8054255 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8054277.000000 Penalty: 5299.436523
	Iteration 19Q: 3 clusters Score -8054277 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -8054291.000000 Penalty: 5299.436523
	Iteration 20F: 3 clusters Score -8054291 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -8054303.500000 Penalty: 5299.436523
	Iteration 21Q: 3 clusters Score -8054304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -8054317.000000 Penalty: 5299.436523
	Iteration 22Q: 3 clusters Score -8054317 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -8054316.000000 Penalty: 5299.436523
	Iteration 23Q: 3 clusters Score -8054316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -8054313.500000 Penalty: 5299.436523
	Iteration 24Q: 3 clusters Score -8054314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -8054319.500000 Penalty: 5299.436523
	Iteration 25Q: 3 clusters Score -8054320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -8054321.500000 Penalty: 5299.436523
	Iteration 26Q: 3 clusters Score -8054322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -8054333.000000 Penalty: 5299.436523
	Iteration 27Q: 3 clusters Score -8054333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -8054347.500000 Penalty: 5299.436523
	Iteration 28Q: 3 clusters Score -8054348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -8054359.500000 Penalty: 5299.436523
	Iteration 29Q: 3 clusters Score -8054360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -8054343.000000 Penalty: 5299.436523
	Iteration 30Q: 3 clusters Score -8054343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8054359.500000 Penalty: 5299.436523
	Iteration 31Q: 3 clusters Score -8054360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -8054371.500000 Penalty: 5299.436523
	Iteration 32Q: 3 clusters Score -8054372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8054371.000000 Penalty: 5299.436523
	Iteration 33Q: 3 clusters Score -8054371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8054364.000000 Penalty: 5299.436523
	Iteration 34Q: 3 clusters Score -8054364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -8054358.000000 Penalty: 5299.436523
	Iteration 35Q: 3 clusters Score -8054358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -8054355.000000 Penalty: 5299.436523
	Iteration 36Q: 3 clusters Score -8054355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -8054361.000000 Penalty: 5299.436523
	Iteration 37Q: 3 clusters Score -8054361 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -8054362.000000 Penalty: 5299.436523
	Iteration 38Q: 3 clusters Score -8054362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -8054351.000000 Penalty: 5299.436523
	Iteration 39Q: 3 clusters Score -8054351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -8054349.000000 Penalty: 5299.436523
	Iteration 40F: 3 clusters Score -8054349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8054346.000000 Penalty: 5299.436523
	Iteration 41Q: 3 clusters Score -8054346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -8054332.500000 Penalty: 5299.436523
	Iteration 42Q: 3 clusters Score -8054332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -8054325.500000 Penalty: 5299.436523
	Iteration 43Q: 3 clusters Score -8054326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -8054315.500000 Penalty: 5299.436523
	Iteration 44Q: 3 clusters Score -8054316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -8054329.000000 Penalty: 5299.436523
	Iteration 45Q: 3 clusters Score -8054329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -8054328.000000 Penalty: 5299.436523
	Iteration 46Q: 3 clusters Score -8054328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -8054328.000000 Penalty: 5299.436523
	Iteration 47Q: 3 clusters Score -8054328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -8054336.000000 Penalty: 5299.436523
	Iteration 48Q: 3 clusters Score -8054336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -8054331.000000 Penalty: 5299.436523
	Iteration 49Q: 3 clusters Score -8054331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -8054324.000000 Penalty: 5299.436523
	Iteration 50Q: 3 clusters Score -8054324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -8054330.000000 Penalty: 5299.436523
	Iteration 51Q: 3 clusters Score -8054330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -8054333.500000 Penalty: 5299.436523
	Iteration 52Q: 3 clusters Score -8054334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8054337.500000 Penalty: 5299.436523
	Iteration 53Q: 3 clusters Score -8054338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8054341.500000 Penalty: 5299.436523
	Iteration 54Q: 3 clusters Score -8054342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8054335.500000 Penalty: 5299.436523
	Iteration 55Q: 3 clusters Score -8054336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -8054332.500000 Penalty: 5299.436523
	Iteration 56Q: 3 clusters Score -8054332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -8054328.500000 Penalty: 5299.436523
	Iteration 57Q: 3 clusters Score -8054328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8054335.500000 Penalty: 5299.436523
	Iteration 58Q: 3 clusters Score -8054336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -8054338.500000 Penalty: 5299.436523
	Iteration 59Q: 3 clusters Score -8054338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -8054338.500000 Penalty: 5299.436523
	Iteration 60F: 3 clusters Score -8054338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -8054337.500000 Penalty: 5299.436523
	Iteration 61Q: 3 clusters Score -8054338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8054343.000000 Penalty: 5299.436523
	Iteration 62Q: 3 clusters Score -8054343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8054339.500000 Penalty: 5299.436523
	Iteration 63Q: 3 clusters Score -8054340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8054339.500000 Penalty: 5299.436523
	Iteration 64F: 3 clusters Score -8054340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -187572.796875 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -187572.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -185666.968750 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -185667 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -186174.453125 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -186174.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -186491.250000 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -186491.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -186767.296875 Penalty: 3463.500000
	Iteration 3F: 3 clusters Score -186767.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -187026.703125 Penalty: 3463.500000
	Iteration 4F: 3 clusters Score -187026.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -187213.515625 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -187213.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -187295.078125 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -187295.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -187333.453125 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -187333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -187342.250000 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -187342.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -187354.625000 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -187354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -187362.406250 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -187362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -187366.171875 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -187366.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -187370.218750 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -187370.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -187376.296875 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -187376.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -187386.750000 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -187386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -187392.531250 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -187392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -187397.281250 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -187397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -187400.531250 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -187400.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -187404.890625 Penalty: 3463.500000
	Iteration 18F: 3 clusters Score -187404.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -187429.187500 Penalty: 3463.500000
	Iteration 19Q: 3 clusters Score -187429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -187496.453125 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -187496.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -187615.343750 Penalty: 3463.500000
	Iteration 21Q: 3 clusters Score -187615.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -187645.750000 Penalty: 3463.500000
	Iteration 22Q: 3 clusters Score -187645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -187645.750000 Penalty: 3463.500000
	Iteration 23F: 3 clusters Score -187645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43667 members 
Mstep: Class 3 contains 231 members 
Mstep: Class 4 contains 56998 members 
Mstep: Class 5 contains 43439 members 
Mstep: Class 6 contains 45186 members 
Mstep: Class 7 contains 43122 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 7651 members 
Mstep: Class 12 contains 48908 members 
Mstep: Class 13 contains 39510 members 
Mstep: Class 14 contains 47328 members 
Mstep: Class 15 contains 847 members 
Mstep: Class 16 contains 57486 members 
Mstep: Class 17 contains 16571 members 
Mstep: Class 18 contains 3041 members 
Mstep: Class 19 contains 43800 members 
Mstep: Class 20 contains 48516 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 49346 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47057 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
Score: -126906640.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126908800.000000 to -126906640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (56998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Entering Unmasked Estep 
Score: -10618779.000000 Penalty: 2715.791260
	Iteration 0F: 2 clusters Score -1.061878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -10589837.000000 Penalty: 5431.582520
	Iteration 0F: 3 clusters Score -1.058984e+07 nChanged 26422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -10604478.000000 Penalty: 5431.582520
	Iteration 1F: 3 clusters Score -1.060448e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -10605377.000000 Penalty: 5431.582520
	Iteration 2Q: 3 clusters Score -1.060538e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -10606342.000000 Penalty: 5431.582520
	Iteration 3Q: 3 clusters Score -1.060634e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -10607435.000000 Penalty: 5431.582520
	Iteration 4Q: 3 clusters Score -1.060744e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -10608884.000000 Penalty: 5431.582520
	Iteration 5Q: 3 clusters Score -1.060888e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -10610503.000000 Penalty: 5431.582520
	Iteration 6F: 3 clusters Score -1.06105e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -10612423.000000 Penalty: 5431.582520
	Iteration 7F: 3 clusters Score -1.061242e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -10614194.000000 Penalty: 5431.582520
	Iteration 8F: 3 clusters Score -1.061419e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -10615772.000000 Penalty: 5431.582520
	Iteration 9Q: 3 clusters Score -1.061577e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -10616981.000000 Penalty: 5431.582520
	Iteration 10Q: 3 clusters Score -1.061698e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -10617952.000000 Penalty: 5431.582520
	Iteration 11Q: 3 clusters Score -1.061795e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -10618701.000000 Penalty: 5431.582520
	Iteration 12Q: 3 clusters Score -1.06187e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -10619045.000000 Penalty: 5431.582520
	Iteration 13Q: 3 clusters Score -1.061904e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -10619237.000000 Penalty: 5431.582520
	Iteration 14Q: 3 clusters Score -1.061924e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -10619315.000000 Penalty: 5431.582520
	Iteration 15Q: 3 clusters Score -1.061932e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -10619373.000000 Penalty: 5431.582520
	Iteration 16Q: 3 clusters Score -1.061937e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -10619338.000000 Penalty: 5431.582520
	Iteration 17Q: 3 clusters Score -1.061934e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -10619227.000000 Penalty: 5431.582520
	Iteration 18Q: 3 clusters Score -1.061923e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -10619056.000000 Penalty: 5431.582520
	Iteration 19Q: 3 clusters Score -1.061906e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -10618969.000000 Penalty: 5431.582520
	Iteration 20F: 3 clusters Score -1.061897e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -10618855.000000 Penalty: 5431.582520
	Iteration 21Q: 3 clusters Score -1.061886e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -10618815.000000 Penalty: 5431.582520
	Iteration 22Q: 3 clusters Score -1.061882e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -10618789.000000 Penalty: 5431.582520
	Iteration 23Q: 3 clusters Score -1.061879e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -10618730.000000 Penalty: 5431.582520
	Iteration 24Q: 3 clusters Score -1.061873e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -10618693.000000 Penalty: 5431.582520
	Iteration 25Q: 3 clusters Score -1.061869e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -10618646.000000 Penalty: 5431.582520
	Iteration 26Q: 3 clusters Score -1.061865e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -10618632.000000 Penalty: 5431.582520
	Iteration 27Q: 3 clusters Score -1.061863e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -10618611.000000 Penalty: 5431.582520
	Iteration 28Q: 3 clusters Score -1.061861e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -10618583.000000 Penalty: 5431.582520
	Iteration 29Q: 3 clusters Score -1.061858e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -10618545.000000 Penalty: 5431.582520
	Iteration 30Q: 3 clusters Score -1.061854e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -10618494.000000 Penalty: 5431.582520
	Iteration 31Q: 3 clusters Score -1.061849e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -10618486.000000 Penalty: 5431.582520
	Iteration 32Q: 3 clusters Score -1.061849e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -10618457.000000 Penalty: 5431.582520
	Iteration 33Q: 3 clusters Score -1.061846e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -10618439.000000 Penalty: 5431.582520
	Iteration 34Q: 3 clusters Score -1.061844e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -10618438.000000 Penalty: 5431.582520
	Iteration 35Q: 3 clusters Score -1.061844e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -10618464.000000 Penalty: 5431.582520
	Iteration 36Q: 3 clusters Score -1.061846e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50343 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -10618456.000000 Penalty: 5431.582520
	Iteration 37Q: 3 clusters Score -1.061846e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -10618423.000000 Penalty: 5431.582520
	Iteration 38Q: 3 clusters Score -1.061842e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -10618451.000000 Penalty: 5431.582520
	Iteration 39Q: 3 clusters Score -1.061845e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -10618438.000000 Penalty: 5431.582520
	Iteration 40F: 3 clusters Score -1.061844e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -10618415.000000 Penalty: 5431.582520
	Iteration 41Q: 3 clusters Score -1.061842e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -10618413.000000 Penalty: 5431.582520
	Iteration 42Q: 3 clusters Score -1.061841e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -10618422.000000 Penalty: 5431.582520
	Iteration 43Q: 3 clusters Score -1.061842e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -10618450.000000 Penalty: 5431.582520
	Iteration 44Q: 3 clusters Score -1.061845e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -10618433.000000 Penalty: 5431.582520
	Iteration 45Q: 3 clusters Score -1.061843e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -10618420.000000 Penalty: 5431.582520
	Iteration 46Q: 3 clusters Score -1.061842e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -10618420.000000 Penalty: 5431.582520
	Iteration 47Q: 3 clusters Score -1.061842e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -10618382.000000 Penalty: 5431.582520
	Iteration 48Q: 3 clusters Score -1.061838e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -10618359.000000 Penalty: 5431.582520
	Iteration 49Q: 3 clusters Score -1.061836e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -10618378.000000 Penalty: 5431.582520
	Iteration 50Q: 3 clusters Score -1.061838e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -10618362.000000 Penalty: 5431.582520
	Iteration 51Q: 3 clusters Score -1.061836e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -10618362.000000 Penalty: 5431.582520
	Iteration 52Q: 3 clusters Score -1.061836e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -10618360.000000 Penalty: 5431.582520
	Iteration 53Q: 3 clusters Score -1.061836e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -10618372.000000 Penalty: 5431.582520
	Iteration 54Q: 3 clusters Score -1.061837e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -10618389.000000 Penalty: 5431.582520
	Iteration 55Q: 3 clusters Score -1.061839e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -10618383.000000 Penalty: 5431.582520
	Iteration 56Q: 3 clusters Score -1.061838e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -10618395.000000 Penalty: 5431.582520
	Iteration 57Q: 3 clusters Score -1.06184e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -10618394.000000 Penalty: 5431.582520
	Iteration 58Q: 3 clusters Score -1.061839e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -10618408.000000 Penalty: 5431.582520
	Iteration 59Q: 3 clusters Score -1.061841e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -10618422.000000 Penalty: 5431.582520
	Iteration 60F: 3 clusters Score -1.061842e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -10618433.000000 Penalty: 5431.582520
	Iteration 61Q: 3 clusters Score -1.061843e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -10618433.000000 Penalty: 5431.582520
	Iteration 62Q: 3 clusters Score -1.061843e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -10618421.000000 Penalty: 5431.582520
	Iteration 63Q: 3 clusters Score -1.061842e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -10618421.000000 Penalty: 5431.582520
	Iteration 64Q: 3 clusters Score -1.061842e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -10618433.000000 Penalty: 5431.582520
	Iteration 65Q: 3 clusters Score -1.061843e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -10618441.000000 Penalty: 5431.582520
	Iteration 66Q: 3 clusters Score -1.061844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -10618427.000000 Penalty: 5431.582520
	Iteration 67Q: 3 clusters Score -1.061843e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -10618439.000000 Penalty: 5431.582520
	Iteration 68Q: 3 clusters Score -1.061844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50726 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -10618462.000000 Penalty: 5431.582520
	Iteration 69Q: 3 clusters Score -1.061846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -10618453.000000 Penalty: 5431.582520
	Iteration 70Q: 3 clusters Score -1.061845e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -10618443.000000 Penalty: 5431.582520
	Iteration 71Q: 3 clusters Score -1.061844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -10618449.000000 Penalty: 5431.582520
	Iteration 72Q: 3 clusters Score -1.061845e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -10618447.000000 Penalty: 5431.582520
	Iteration 73Q: 3 clusters Score -1.061845e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -10618450.000000 Penalty: 5431.582520
	Iteration 74Q: 3 clusters Score -1.061845e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -10618460.000000 Penalty: 5431.582520
	Iteration 75Q: 3 clusters Score -1.061846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -10618458.000000 Penalty: 5431.582520
	Iteration 76Q: 3 clusters Score -1.061846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -10618455.000000 Penalty: 5431.582520
	Iteration 77Q: 3 clusters Score -1.061846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -10618450.000000 Penalty: 5431.582520
	Iteration 78Q: 3 clusters Score -1.061845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50699 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -10618452.000000 Penalty: 5431.582520
	Iteration 79Q: 3 clusters Score -1.061845e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -10618441.000000 Penalty: 5431.582520
	Iteration 80F: 3 clusters Score -1.061844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -10618424.000000 Penalty: 5431.582520
	Iteration 81Q: 3 clusters Score -1.061842e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -10618447.000000 Penalty: 5431.582520
	Iteration 82Q: 3 clusters Score -1.061845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -10618421.000000 Penalty: 5431.582520
	Iteration 83Q: 3 clusters Score -1.061842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -10618422.000000 Penalty: 5431.582520
	Iteration 84Q: 3 clusters Score -1.061842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -10618403.000000 Penalty: 5431.582520
	Iteration 85Q: 3 clusters Score -1.06184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -10618421.000000 Penalty: 5431.582520
	Iteration 86Q: 3 clusters Score -1.061842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -10618424.000000 Penalty: 5431.582520
	Iteration 87Q: 3 clusters Score -1.061842e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -10618423.000000 Penalty: 5431.582520
	Iteration 88Q: 3 clusters Score -1.061842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -10618414.000000 Penalty: 5431.582520
	Iteration 89Q: 3 clusters Score -1.061841e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -10618414.000000 Penalty: 5431.582520
	Iteration 90Q: 3 clusters Score -1.061841e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -10618416.000000 Penalty: 5431.582520
	Iteration 91Q: 3 clusters Score -1.061842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -10618419.000000 Penalty: 5431.582520
	Iteration 92Q: 3 clusters Score -1.061842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -10618402.000000 Penalty: 5431.582520
	Iteration 93Q: 3 clusters Score -1.06184e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -10618391.000000 Penalty: 5431.582520
	Iteration 94Q: 3 clusters Score -1.061839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -10618402.000000 Penalty: 5431.582520
	Iteration 95Q: 3 clusters Score -1.06184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -10618385.000000 Penalty: 5431.582520
	Iteration 96Q: 3 clusters Score -1.061838e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -10618388.000000 Penalty: 5431.582520
	Iteration 97Q: 3 clusters Score -1.061839e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -10618391.000000 Penalty: 5431.582520
	Iteration 98Q: 3 clusters Score -1.061839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50809 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -10618383.000000 Penalty: 5431.582520
	Iteration 99Q: 3 clusters Score -1.061838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -10618367.000000 Penalty: 5431.582520
	Iteration 100F: 3 clusters Score -1.061837e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50826 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -10618371.000000 Penalty: 5431.582520
	Iteration 101Q: 3 clusters Score -1.061837e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -10618374.000000 Penalty: 5431.582520
	Iteration 102Q: 3 clusters Score -1.061837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -10618374.000000 Penalty: 5431.582520
	Iteration 103Q: 3 clusters Score -1.061837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -10618363.000000 Penalty: 5431.582520
	Iteration 104Q: 3 clusters Score -1.061836e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -10618357.000000 Penalty: 5431.582520
	Iteration 105Q: 3 clusters Score -1.061836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50854 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -10618346.000000 Penalty: 5431.582520
	Iteration 106Q: 3 clusters Score -1.061835e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -10618343.000000 Penalty: 5431.582520
	Iteration 107Q: 3 clusters Score -1.061834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -10618346.000000 Penalty: 5431.582520
	Iteration 108Q: 3 clusters Score -1.061835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -10618344.000000 Penalty: 5431.582520
	Iteration 109Q: 3 clusters Score -1.061834e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -10618351.000000 Penalty: 5431.582520
	Iteration 110Q: 3 clusters Score -1.061835e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -10618344.000000 Penalty: 5431.582520
	Iteration 111Q: 3 clusters Score -1.061834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -10618342.000000 Penalty: 5431.582520
	Iteration 112Q: 3 clusters Score -1.061834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -10618345.000000 Penalty: 5431.582520
	Iteration 113Q: 3 clusters Score -1.061834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -10618333.000000 Penalty: 5431.582520
	Iteration 114Q: 3 clusters Score -1.061833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -10618337.000000 Penalty: 5431.582520
	Iteration 115Q: 3 clusters Score -1.061834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -10618329.000000 Penalty: 5431.582520
	Iteration 116Q: 3 clusters Score -1.061833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -10618327.000000 Penalty: 5431.582520
	Iteration 117Q: 3 clusters Score -1.061833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -10618325.000000 Penalty: 5431.582520
	Iteration 118Q: 3 clusters Score -1.061832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -10618331.000000 Penalty: 5431.582520
	Iteration 119Q: 3 clusters Score -1.061833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -10618322.000000 Penalty: 5431.582520
	Iteration 120F: 3 clusters Score -1.061832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -10618339.000000 Penalty: 5431.582520
	Iteration 121Q: 3 clusters Score -1.061834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -10618325.000000 Penalty: 5431.582520
	Iteration 122Q: 3 clusters Score -1.061832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -10618323.000000 Penalty: 5431.582520
	Iteration 123Q: 3 clusters Score -1.061832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -10618325.000000 Penalty: 5431.582520
	Iteration 124Q: 3 clusters Score -1.061832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -10618323.000000 Penalty: 5431.582520
	Iteration 125Q: 3 clusters Score -1.061832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -10618323.000000 Penalty: 5431.582520
	Iteration 126Q: 3 clusters Score -1.061832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -10618313.000000 Penalty: 5431.582520
	Iteration 127Q: 3 clusters Score -1.061831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -10618313.000000 Penalty: 5431.582520
	Iteration 128Q: 3 clusters Score -1.061831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -10618321.000000 Penalty: 5431.582520
	Iteration 129Q: 3 clusters Score -1.061832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -10618311.000000 Penalty: 5431.582520
	Iteration 130Q: 3 clusters Score -1.061831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -10618310.000000 Penalty: 5431.582520
	Iteration 131Q: 3 clusters Score -1.061831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -10618312.000000 Penalty: 5431.582520
	Iteration 132Q: 3 clusters Score -1.061831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -10618321.000000 Penalty: 5431.582520
	Iteration 133Q: 3 clusters Score -1.061832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -10618312.000000 Penalty: 5431.582520
	Iteration 134Q: 3 clusters Score -1.061831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -10618318.000000 Penalty: 5431.582520
	Iteration 135Q: 3 clusters Score -1.061832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -10618331.000000 Penalty: 5431.582520
	Iteration 136Q: 3 clusters Score -1.061833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -10618323.000000 Penalty: 5431.582520
	Iteration 137Q: 3 clusters Score -1.061832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -10618319.000000 Penalty: 5431.582520
	Iteration 138Q: 3 clusters Score -1.061832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -10618322.000000 Penalty: 5431.582520
	Iteration 139Q: 3 clusters Score -1.061832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -10618322.000000 Penalty: 5431.582520
	Iteration 140F: 3 clusters Score -1.061832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -10618335.000000 Penalty: 5431.582520
	Iteration 141Q: 3 clusters Score -1.061834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -10618336.000000 Penalty: 5431.582520
	Iteration 142Q: 3 clusters Score -1.061834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -10618338.000000 Penalty: 5431.582520
	Iteration 143Q: 3 clusters Score -1.061834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -10618332.000000 Penalty: 5431.582520
	Iteration 144Q: 3 clusters Score -1.061833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -10618334.000000 Penalty: 5431.582520
	Iteration 145Q: 3 clusters Score -1.061833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -10618334.000000 Penalty: 5431.582520
	Iteration 146F: 3 clusters Score -1.061833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Entering Unmasked Estep 
Score: -8016527.000000 Penalty: 2648.420166
	Iteration 0F: 2 clusters Score -8016527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -7987768.500000 Penalty: 5296.840332
	Iteration 0F: 3 clusters Score -7987768 nChanged 19980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -7998637.000000 Penalty: 5296.840332
	Iteration 1F: 3 clusters Score -7998637 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -7999199.500000 Penalty: 5296.840332
	Iteration 2Q: 3 clusters Score -7999200 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -7999816.000000 Penalty: 5296.840332
	Iteration 3Q: 3 clusters Score -7999816 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -8000564.000000 Penalty: 5296.840332
	Iteration 4Q: 3 clusters Score -8000564 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -8001438.500000 Penalty: 5296.840332
	Iteration 5Q: 3 clusters Score -8001438 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -8002604.500000 Penalty: 5296.840332
	Iteration 6Q: 3 clusters Score -8002604 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -8004161.500000 Penalty: 5296.840332
	Iteration 7F: 3 clusters Score -8004162 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -8006097.500000 Penalty: 5296.840332
	Iteration 8F: 3 clusters Score -8006098 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -8008027.000000 Penalty: 5296.840332
	Iteration 9F: 3 clusters Score -8008027 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -8009557.500000 Penalty: 5296.840332
	Iteration 10F: 3 clusters Score -8009558 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -8010592.500000 Penalty: 5296.840332
	Iteration 11Q: 3 clusters Score -8010592 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -8011241.000000 Penalty: 5296.840332
	Iteration 12Q: 3 clusters Score -8011241 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -8011814.000000 Penalty: 5296.840332
	Iteration 13Q: 3 clusters Score -8011814 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -8012429.500000 Penalty: 5296.840332
	Iteration 14Q: 3 clusters Score -8012430 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -8012979.000000 Penalty: 5296.840332
	Iteration 15Q: 3 clusters Score -8012979 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -8013435.500000 Penalty: 5296.840332
	Iteration 16Q: 3 clusters Score -8013436 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -8013722.500000 Penalty: 5296.840332
	Iteration 17Q: 3 clusters Score -8013722 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -8013988.000000 Penalty: 5296.840332
	Iteration 18Q: 3 clusters Score -8013988 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -8014158.500000 Penalty: 5296.840332
	Iteration 19Q: 3 clusters Score -8014158 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -8014274.000000 Penalty: 5296.840332
	Iteration 20F: 3 clusters Score -8014274 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -8014363.500000 Penalty: 5296.840332
	Iteration 21Q: 3 clusters Score -8014364 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -8014480.500000 Penalty: 5296.840332
	Iteration 22Q: 3 clusters Score -8014480 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -8014556.000000 Penalty: 5296.840332
	Iteration 23Q: 3 clusters Score -8014556 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -8014620.500000 Penalty: 5296.840332
	Iteration 24Q: 3 clusters Score -8014620 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -8014697.000000 Penalty: 5296.840332
	Iteration 25Q: 3 clusters Score -8014697 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -8014785.000000 Penalty: 5296.840332
	Iteration 26Q: 3 clusters Score -8014785 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -8014854.000000 Penalty: 5296.840332
	Iteration 27Q: 3 clusters Score -8014854 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -8014914.500000 Penalty: 5296.840332
	Iteration 28Q: 3 clusters Score -8014914 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -8014982.500000 Penalty: 5296.840332
	Iteration 29Q: 3 clusters Score -8014982 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -8015039.500000 Penalty: 5296.840332
	Iteration 30Q: 3 clusters Score -8015040 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -8015079.000000 Penalty: 5296.840332
	Iteration 31Q: 3 clusters Score -8015079 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -8015117.500000 Penalty: 5296.840332
	Iteration 32Q: 3 clusters Score -8015118 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -8015176.500000 Penalty: 5296.840332
	Iteration 33Q: 3 clusters Score -8015176 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -8015238.000000 Penalty: 5296.840332
	Iteration 34Q: 3 clusters Score -8015238 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8015291.500000 Penalty: 5296.840332
	Iteration 35Q: 3 clusters Score -8015292 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -8015311.000000 Penalty: 5296.840332
	Iteration 36Q: 3 clusters Score -8015311 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -8015346.500000 Penalty: 5296.840332
	Iteration 37Q: 3 clusters Score -8015346 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -8015367.500000 Penalty: 5296.840332
	Iteration 38Q: 3 clusters Score -8015368 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -8015408.000000 Penalty: 5296.840332
	Iteration 39Q: 3 clusters Score -8015408 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -8015430.000000 Penalty: 5296.840332
	Iteration 40F: 3 clusters Score -8015430 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -8015431.500000 Penalty: 5296.840332
	Iteration 41Q: 3 clusters Score -8015432 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -8015455.000000 Penalty: 5296.840332
	Iteration 42Q: 3 clusters Score -8015455 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -8015434.500000 Penalty: 5296.840332
	Iteration 43Q: 3 clusters Score -8015434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -8015439.500000 Penalty: 5296.840332
	Iteration 44Q: 3 clusters Score -8015440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8015443.500000 Penalty: 5296.840332
	Iteration 45Q: 3 clusters Score -8015444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -8015439.500000 Penalty: 5296.840332
	Iteration 46Q: 3 clusters Score -8015440 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8015439.500000 Penalty: 5296.840332
	Iteration 47Q: 3 clusters Score -8015440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8015463.000000 Penalty: 5296.840332
	Iteration 48Q: 3 clusters Score -8015463 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -8015464.000000 Penalty: 5296.840332
	Iteration 49Q: 3 clusters Score -8015464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8015454.000000 Penalty: 5296.840332
	Iteration 50Q: 3 clusters Score -8015454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8015460.000000 Penalty: 5296.840332
	Iteration 51Q: 3 clusters Score -8015460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8015467.500000 Penalty: 5296.840332
	Iteration 52Q: 3 clusters Score -8015468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8015475.000000 Penalty: 5296.840332
	Iteration 53Q: 3 clusters Score -8015475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8015464.000000 Penalty: 5296.840332
	Iteration 54Q: 3 clusters Score -8015464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -8015472.500000 Penalty: 5296.840332
	Iteration 55Q: 3 clusters Score -8015472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8015474.000000 Penalty: 5296.840332
	Iteration 56Q: 3 clusters Score -8015474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8015474.500000 Penalty: 5296.840332
	Iteration 57Q: 3 clusters Score -8015474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8015471.500000 Penalty: 5296.840332
	Iteration 58Q: 3 clusters Score -8015472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -8015470.500000 Penalty: 5296.840332
	Iteration 59Q: 3 clusters Score -8015470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8015471.000000 Penalty: 5296.840332
	Iteration 60F: 3 clusters Score -8015471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8015471.000000 Penalty: 5296.840332
	Iteration 61Q: 3 clusters Score -8015471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8015472.000000 Penalty: 5296.840332
	Iteration 62Q: 3 clusters Score -8015472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8015469.000000 Penalty: 5296.840332
	Iteration 63Q: 3 clusters Score -8015469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8015467.500000 Penalty: 5296.840332
	Iteration 64Q: 3 clusters Score -8015468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8015473.500000 Penalty: 5296.840332
	Iteration 65Q: 3 clusters Score -8015474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8015479.000000 Penalty: 5296.840332
	Iteration 66Q: 3 clusters Score -8015479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8015480.000000 Penalty: 5296.840332
	Iteration 67Q: 3 clusters Score -8015480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8015480.000000 Penalty: 5296.840332
	Iteration 68F: 3 clusters Score -8015480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Entering Unmasked Estep 
Score: -8287056.000000 Penalty: 2658.198486
	Iteration 0F: 2 clusters Score -8287056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8257366.000000 Penalty: 5316.396973
	Iteration 0F: 3 clusters Score -8257366 nChanged 20805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -8268828.500000 Penalty: 5316.396973
	Iteration 1F: 3 clusters Score -8268828 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -8269453.500000 Penalty: 5316.396973
	Iteration 2Q: 3 clusters Score -8269454 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -8270132.500000 Penalty: 5316.396973
	Iteration 3Q: 3 clusters Score -8270132 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -8270970.000000 Penalty: 5316.396973
	Iteration 4Q: 3 clusters Score -8270970 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -8272110.000000 Penalty: 5316.396973
	Iteration 5Q: 3 clusters Score -8272110 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -8273740.000000 Penalty: 5316.396973
	Iteration 6F: 3 clusters Score -8273740 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -8275931.000000 Penalty: 5316.396973
	Iteration 7F: 3 clusters Score -8275931 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -8278401.000000 Penalty: 5316.396973
	Iteration 8F: 3 clusters Score -8278401 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -8280314.000000 Penalty: 5316.396973
	Iteration 9F: 3 clusters Score -8280314 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -8281181.000000 Penalty: 5316.396973
	Iteration 10Q: 3 clusters Score -8281181 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -8281706.500000 Penalty: 5316.396973
	Iteration 11Q: 3 clusters Score -8281706 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -8282121.500000 Penalty: 5316.396973
	Iteration 12Q: 3 clusters Score -8282122 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -8282482.000000 Penalty: 5316.396973
	Iteration 13Q: 3 clusters Score -8282482 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -8282850.000000 Penalty: 5316.396973
	Iteration 14Q: 3 clusters Score -8282850 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -8283143.500000 Penalty: 5316.396973
	Iteration 15Q: 3 clusters Score -8283144 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -8283430.500000 Penalty: 5316.396973
	Iteration 16Q: 3 clusters Score -8283430 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -8283647.000000 Penalty: 5316.396973
	Iteration 17Q: 3 clusters Score -8283647 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -8283810.000000 Penalty: 5316.396973
	Iteration 18Q: 3 clusters Score -8283810 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -8283953.500000 Penalty: 5316.396973
	Iteration 19Q: 3 clusters Score -8283954 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -8284096.000000 Penalty: 5316.396973
	Iteration 20F: 3 clusters Score -8284096 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -8284197.500000 Penalty: 5316.396973
	Iteration 21Q: 3 clusters Score -8284198 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -8284296.500000 Penalty: 5316.396973
	Iteration 22Q: 3 clusters Score -8284296 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -8284391.000000 Penalty: 5316.396973
	Iteration 23Q: 3 clusters Score -8284391 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -8284454.500000 Penalty: 5316.396973
	Iteration 24Q: 3 clusters Score -8284454 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -8284476.500000 Penalty: 5316.396973
	Iteration 25Q: 3 clusters Score -8284476 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -8284542.500000 Penalty: 5316.396973
	Iteration 26Q: 3 clusters Score -8284542 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -8284606.000000 Penalty: 5316.396973
	Iteration 27Q: 3 clusters Score -8284606 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -8284622.000000 Penalty: 5316.396973
	Iteration 28Q: 3 clusters Score -8284622 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -8284669.000000 Penalty: 5316.396973
	Iteration 29Q: 3 clusters Score -8284669 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -8284702.000000 Penalty: 5316.396973
	Iteration 30Q: 3 clusters Score -8284702 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -8284719.000000 Penalty: 5316.396973
	Iteration 31Q: 3 clusters Score -8284719 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -8284731.500000 Penalty: 5316.396973
	Iteration 32Q: 3 clusters Score -8284732 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -8284771.500000 Penalty: 5316.396973
	Iteration 33Q: 3 clusters Score -8284772 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -8284824.000000 Penalty: 5316.396973
	Iteration 34Q: 3 clusters Score -8284824 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -8284851.500000 Penalty: 5316.396973
	Iteration 35Q: 3 clusters Score -8284852 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -8284857.500000 Penalty: 5316.396973
	Iteration 36Q: 3 clusters Score -8284858 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -8284884.500000 Penalty: 5316.396973
	Iteration 37Q: 3 clusters Score -8284884 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -8284923.000000 Penalty: 5316.396973
	Iteration 38Q: 3 clusters Score -8284923 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -8284937.000000 Penalty: 5316.396973
	Iteration 39Q: 3 clusters Score -8284937 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -8284956.000000 Penalty: 5316.396973
	Iteration 40F: 3 clusters Score -8284956 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -8284989.500000 Penalty: 5316.396973
	Iteration 41Q: 3 clusters Score -8284990 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -8284996.500000 Penalty: 5316.396973
	Iteration 42Q: 3 clusters Score -8284996 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -8285019.500000 Penalty: 5316.396973
	Iteration 43Q: 3 clusters Score -8285020 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -8285008.000000 Penalty: 5316.396973
	Iteration 44Q: 3 clusters Score -8285008 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -8285003.500000 Penalty: 5316.396973
	Iteration 45Q: 3 clusters Score -8285004 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -8285018.500000 Penalty: 5316.396973
	Iteration 46Q: 3 clusters Score -8285018 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -8285033.000000 Penalty: 5316.396973
	Iteration 47Q: 3 clusters Score -8285033 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -8285048.500000 Penalty: 5316.396973
	Iteration 48Q: 3 clusters Score -8285048 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -8285073.000000 Penalty: 5316.396973
	Iteration 49Q: 3 clusters Score -8285073 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -8285094.500000 Penalty: 5316.396973
	Iteration 50Q: 3 clusters Score -8285094 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -8285134.500000 Penalty: 5316.396973
	Iteration 51Q: 3 clusters Score -8285134 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -8285158.000000 Penalty: 5316.396973
	Iteration 52Q: 3 clusters Score -8285158 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -8285201.500000 Penalty: 5316.396973
	Iteration 53Q: 3 clusters Score -8285202 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -8285203.500000 Penalty: 5316.396973
	Iteration 54Q: 3 clusters Score -8285204 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -8285221.000000 Penalty: 5316.396973
	Iteration 55Q: 3 clusters Score -8285221 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -8285241.000000 Penalty: 5316.396973
	Iteration 56Q: 3 clusters Score -8285241 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -8285240.000000 Penalty: 5316.396973
	Iteration 57Q: 3 clusters Score -8285240 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -8285261.500000 Penalty: 5316.396973
	Iteration 58Q: 3 clusters Score -8285262 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -8285251.000000 Penalty: 5316.396973
	Iteration 59Q: 3 clusters Score -8285251 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -8285278.000000 Penalty: 5316.396973
	Iteration 60F: 3 clusters Score -8285278 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -8285272.000000 Penalty: 5316.396973
	Iteration 61Q: 3 clusters Score -8285272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -8285271.500000 Penalty: 5316.396973
	Iteration 62Q: 3 clusters Score -8285272 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 39837 members 
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	Iteration 63Q: 3 clusters Score -8285270 nChanged 73
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Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 39908 members 
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	Iteration 64Q: 3 clusters Score -8285273 nChanged 56
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Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8285278 nChanged 50
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Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 40014 members 
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	Iteration 66Q: 3 clusters Score -8285293 nChanged 39
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Mstep: Class 1 contains 5133 members 
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	Iteration 67Q: 3 clusters Score -8285289 nChanged 50
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Mstep: Class 1 contains 5085 members 
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Mstep: Class 1 contains 5034 members 
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Mstep: Class 1 contains 4982 members 
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Mstep: Class 1 contains 4925 members 
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Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8285318 nChanged 46
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Mstep: Class 1 contains 4835 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4797 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4752 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8285332 nChanged 41
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Mstep: Class 1 contains 4715 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 40512 members 
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Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4602 members 
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Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8285352 nChanged 46
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Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4467 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4425 members 
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Mstep: Class 1 contains 4381 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4341 members 
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Mstep: Class 1 contains 4299 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4247 members 
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Mstep: Class 1 contains 4196 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4108 members 
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Mstep: Class 1 contains 4058 members 
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Mstep: Class 1 contains 3986 members 
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Mstep: Class 1 contains 3853 members 
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Mstep: Class 1 contains 3670 members 
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Mstep: Class 1 contains 3583 members 
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Mstep: Class 1 contains 3510 members 
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Mstep: Class 1 contains 3480 members 
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Mstep: Class 1 contains 3423 members 
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Mstep: Class 1 contains 3368 members 
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Mstep: Class 1 contains 3334 members 
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Mstep: Class 1 contains 3274 members 
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Mstep: Class 1 contains 3248 members 
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	Iteration 113Q: 3 clusters Score -8285418 nChanged 25
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Mstep: Class 1 contains 3201 members 
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	Iteration 120F: 3 clusters Score -8285428 nChanged 34
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	Iteration 133Q: 3 clusters Score -8285367 nChanged 23
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	Iteration 134Q: 3 clusters Score -8285370 nChanged 26
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	Iteration 143Q: 3 clusters Score -8285370 nChanged 20
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	Iteration 153Q: 3 clusters Score -8285333 nChanged 16
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Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -8285328.000000 Penalty: 5316.396973
	Iteration 155Q: 3 clusters Score -8285328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -8285328.000000 Penalty: 5316.396973
	Iteration 156Q: 3 clusters Score -8285328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -8285335.000000 Penalty: 5316.396973
	Iteration 157Q: 3 clusters Score -8285335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -8285332.000000 Penalty: 5316.396973
	Iteration 158Q: 3 clusters Score -8285332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -8285331.500000 Penalty: 5316.396973
	Iteration 159Q: 3 clusters Score -8285332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -8285320.000000 Penalty: 5316.396973
	Iteration 160F: 3 clusters Score -8285320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -8285330.500000 Penalty: 5316.396973
	Iteration 161Q: 3 clusters Score -8285330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -8285335.000000 Penalty: 5316.396973
	Iteration 162Q: 3 clusters Score -8285335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8285313.000000 Penalty: 5316.396973
	Iteration 163Q: 3 clusters Score -8285313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -8285311.000000 Penalty: 5316.396973
	Iteration 164Q: 3 clusters Score -8285311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -8285297.500000 Penalty: 5316.396973
	Iteration 165Q: 3 clusters Score -8285298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -8285295.500000 Penalty: 5316.396973
	Iteration 166Q: 3 clusters Score -8285296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -8285296.000000 Penalty: 5316.396973
	Iteration 167Q: 3 clusters Score -8285296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -8285287.500000 Penalty: 5316.396973
	Iteration 168Q: 3 clusters Score -8285288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -8285283.000000 Penalty: 5316.396973
	Iteration 169Q: 3 clusters Score -8285283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -8285277.000000 Penalty: 5316.396973
	Iteration 170Q: 3 clusters Score -8285277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -8285277.000000 Penalty: 5316.396973
	Iteration 171Q: 3 clusters Score -8285277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -8285266.000000 Penalty: 5316.396973
	Iteration 172Q: 3 clusters Score -8285266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -8285261.500000 Penalty: 5316.396973
	Iteration 173Q: 3 clusters Score -8285262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -8285254.500000 Penalty: 5316.396973
	Iteration 174Q: 3 clusters Score -8285254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -8285252.000000 Penalty: 5316.396973
	Iteration 175Q: 3 clusters Score -8285252 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8285239.000000 Penalty: 5316.396973
	Iteration 176Q: 3 clusters Score -8285239 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -8285252.500000 Penalty: 5316.396973
	Iteration 177Q: 3 clusters Score -8285252 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -8285246.000000 Penalty: 5316.396973
	Iteration 178Q: 3 clusters Score -8285246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8285227.500000 Penalty: 5316.396973
	Iteration 179Q: 3 clusters Score -8285228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -8285229.500000 Penalty: 5316.396973
	Iteration 180F: 3 clusters Score -8285230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -8285244.000000 Penalty: 5316.396973
	Iteration 181Q: 3 clusters Score -8285244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8285236.500000 Penalty: 5316.396973
	Iteration 182Q: 3 clusters Score -8285236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -8285244.000000 Penalty: 5316.396973
	Iteration 183Q: 3 clusters Score -8285244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8285247.000000 Penalty: 5316.396973
	Iteration 184Q: 3 clusters Score -8285247 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -8285227.500000 Penalty: 5316.396973
	Iteration 185Q: 3 clusters Score -8285228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -8285229.500000 Penalty: 5316.396973
	Iteration 186Q: 3 clusters Score -8285230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8285226.500000 Penalty: 5316.396973
	Iteration 187Q: 3 clusters Score -8285226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -8285218.000000 Penalty: 5316.396973
	Iteration 188Q: 3 clusters Score -8285218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -8285220.000000 Penalty: 5316.396973
	Iteration 189Q: 3 clusters Score -8285220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -8285213.500000 Penalty: 5316.396973
	Iteration 190Q: 3 clusters Score -8285214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -8285211.500000 Penalty: 5316.396973
	Iteration 191Q: 3 clusters Score -8285212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -8285208.000000 Penalty: 5316.396973
	Iteration 192Q: 3 clusters Score -8285208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -8285214.000000 Penalty: 5316.396973
	Iteration 193Q: 3 clusters Score -8285214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -8285202.500000 Penalty: 5316.396973
	Iteration 194Q: 3 clusters Score -8285202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -8285208.000000 Penalty: 5316.396973
	Iteration 195Q: 3 clusters Score -8285208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -8285211.000000 Penalty: 5316.396973
	Iteration 196Q: 3 clusters Score -8285211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -8285202.000000 Penalty: 5316.396973
	Iteration 197Q: 3 clusters Score -8285202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8285212.500000 Penalty: 5316.396973
	Iteration 198Q: 3 clusters Score -8285212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -8285214.500000 Penalty: 5316.396973
	Iteration 199Q: 3 clusters Score -8285214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -8285218.500000 Penalty: 5316.396973
	Iteration 200F: 3 clusters Score -8285218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -8285211.000000 Penalty: 5316.396973
	Iteration 201Q: 3 clusters Score -8285211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -8285202.500000 Penalty: 5316.396973
	Iteration 202Q: 3 clusters Score -8285202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -8285206.000000 Penalty: 5316.396973
	Iteration 203Q: 3 clusters Score -8285206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -8285203.500000 Penalty: 5316.396973
	Iteration 204Q: 3 clusters Score -8285204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -8285206.500000 Penalty: 5316.396973
	Iteration 205Q: 3 clusters Score -8285206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -8285202.000000 Penalty: 5316.396973
	Iteration 206Q: 3 clusters Score -8285202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -8285205.000000 Penalty: 5316.396973
	Iteration 207Q: 3 clusters Score -8285205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -8285211.000000 Penalty: 5316.396973
	Iteration 208Q: 3 clusters Score -8285211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -8285215.000000 Penalty: 5316.396973
	Iteration 209Q: 3 clusters Score -8285215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -8285215.000000 Penalty: 5316.396973
	Iteration 210F: 3 clusters Score -8285215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Entering Unmasked Estep 
Score: -7958000.000000 Penalty: 2646.603516
	Iteration 0F: 2 clusters Score -7958000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -7929245.500000 Penalty: 5293.207031
	Iteration 0F: 3 clusters Score -7929246 nChanged 19847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -7940400.000000 Penalty: 5293.207031
	Iteration 1F: 3 clusters Score -7940400 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -7941326.500000 Penalty: 5293.207031
	Iteration 2Q: 3 clusters Score -7941326 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -7942446.000000 Penalty: 5293.207031
	Iteration 3F: 3 clusters Score -7942446 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -7944090.500000 Penalty: 5293.207031
	Iteration 4F: 3 clusters Score -7944090 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -7946331.500000 Penalty: 5293.207031
	Iteration 5F: 3 clusters Score -7946332 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -7949236.000000 Penalty: 5293.207031
	Iteration 6F: 3 clusters Score -7949236 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -7952007.500000 Penalty: 5293.207031
	Iteration 7F: 3 clusters Score -7952008 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -7953719.000000 Penalty: 5293.207031
	Iteration 8F: 3 clusters Score -7953719 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -7954285.000000 Penalty: 5293.207031
	Iteration 9Q: 3 clusters Score -7954285 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -7954559.000000 Penalty: 5293.207031
	Iteration 10Q: 3 clusters Score -7954559 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -7954749.000000 Penalty: 5293.207031
	Iteration 11Q: 3 clusters Score -7954749 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -7954918.000000 Penalty: 5293.207031
	Iteration 12Q: 3 clusters Score -7954918 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -7955050.500000 Penalty: 5293.207031
	Iteration 13Q: 3 clusters Score -7955050 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -7955144.000000 Penalty: 5293.207031
	Iteration 14Q: 3 clusters Score -7955144 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -7955268.000000 Penalty: 5293.207031
	Iteration 15Q: 3 clusters Score -7955268 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -7955343.000000 Penalty: 5293.207031
	Iteration 16Q: 3 clusters Score -7955343 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -7955406.000000 Penalty: 5293.207031
	Iteration 17Q: 3 clusters Score -7955406 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35314 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -7955518.000000 Penalty: 5293.207031
	Iteration 18Q: 3 clusters Score -7955518 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -7955565.500000 Penalty: 5293.207031
	Iteration 19Q: 3 clusters Score -7955566 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -7955618.000000 Penalty: 5293.207031
	Iteration 20F: 3 clusters Score -7955618 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -7955668.500000 Penalty: 5293.207031
	Iteration 21Q: 3 clusters Score -7955668 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -7955694.500000 Penalty: 5293.207031
	Iteration 22Q: 3 clusters Score -7955694 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -7955738.000000 Penalty: 5293.207031
	Iteration 23Q: 3 clusters Score -7955738 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -7955759.500000 Penalty: 5293.207031
	Iteration 24Q: 3 clusters Score -7955760 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -7955790.000000 Penalty: 5293.207031
	Iteration 25Q: 3 clusters Score -7955790 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -7955808.000000 Penalty: 5293.207031
	Iteration 26Q: 3 clusters Score -7955808 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -7955810.000000 Penalty: 5293.207031
	Iteration 27Q: 3 clusters Score -7955810 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -7955828.000000 Penalty: 5293.207031
	Iteration 28Q: 3 clusters Score -7955828 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -7955874.500000 Penalty: 5293.207031
	Iteration 29Q: 3 clusters Score -7955874 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -7955902.500000 Penalty: 5293.207031
	Iteration 30Q: 3 clusters Score -7955902 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -7955934.500000 Penalty: 5293.207031
	Iteration 31Q: 3 clusters Score -7955934 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -7955959.000000 Penalty: 5293.207031
	Iteration 32Q: 3 clusters Score -7955959 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -7956001.500000 Penalty: 5293.207031
	Iteration 33Q: 3 clusters Score -7956002 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -7956038.000000 Penalty: 5293.207031
	Iteration 34Q: 3 clusters Score -7956038 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7956067 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7956108 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7956122 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7956157 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7956187 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7956186 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7956228 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7956231 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7956249 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7956264 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7956273 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7956268 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7956282 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7956282 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7956280 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7956280 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7956309 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7956322 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7956332 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7956342 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7956347 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7956360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7956375 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7956380 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7956377 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7956394 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7956408 nChanged 52
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Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7956430 nChanged 54
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Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7956445 nChanged 37
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Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7956446 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7956458 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7956460 nChanged 25
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Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7956458 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7956458 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7956467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7956462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7956452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7956462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7956478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7956474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7956478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7956490 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7956482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7956482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7956476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7956481 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7956478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7956478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -7956486.500000 Penalty: 5293.207031
	Iteration 83Q: 3 clusters Score -7956486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39944 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -7956487.000000 Penalty: 5293.207031
	Iteration 84Q: 3 clusters Score -7956487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -7956496.000000 Penalty: 5293.207031
	Iteration 85Q: 3 clusters Score -7956496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -7956497.000000 Penalty: 5293.207031
	Iteration 86Q: 3 clusters Score -7956497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -7956494.000000 Penalty: 5293.207031
	Iteration 87Q: 3 clusters Score -7956494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -7956501.000000 Penalty: 5293.207031
	Iteration 88Q: 3 clusters Score -7956501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7956496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7956494 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7956491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7956484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7956486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7956488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -7956489.000000 Penalty: 5293.207031
	Iteration 95Q: 3 clusters Score -7956489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7956488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7956498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7956496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7956494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7956488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -7956492.000000 Penalty: 5293.207031
	Iteration 101Q: 3 clusters Score -7956492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7956492 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7956500 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7956507 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7956509.000000 Penalty: 5293.207031
	Iteration 105Q: 3 clusters Score -7956509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7956504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7956500 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -7956517.000000 Penalty: 5293.207031
	Iteration 108Q: 3 clusters Score -7956517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7956518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7956508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7956515.000000 Penalty: 5293.207031
	Iteration 111Q: 3 clusters Score -7956515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7956504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7956502.500000 Penalty: 5293.207031
	Iteration 113Q: 3 clusters Score -7956502 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7956504 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7956499 nChanged 0
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Mstep: Class 1 contains 40224 members 
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Entering Unmasked Estep 
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	Iteration 116F: 3 clusters Score -7956499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -57662.847656 Penalty: 1551.426025
	Iteration 0F: 2 clusters Score -57662.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56171.148438 Penalty: 3102.852051
	Iteration 0F: 3 clusters Score -56171.15 nChanged 117
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Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -56443.27 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56547.601562 Penalty: 3102.852051
	Iteration 2F: 3 clusters Score -56547.6 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -56612.88 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56642.929688 Penalty: 3102.852051
	Iteration 4Q: 3 clusters Score -56642.93 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56667.945312 Penalty: 3102.852051
	Iteration 5Q: 3 clusters Score -56667.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -56691.515625 Penalty: 3102.852051
	Iteration 6Q: 3 clusters Score -56691.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56731.753906 Penalty: 3102.852051
	Iteration 7Q: 3 clusters Score -56731.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56748.453125 Penalty: 3102.852051
	Iteration 8Q: 3 clusters Score -56748.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56757.382812 Penalty: 3102.852051
	Iteration 9Q: 3 clusters Score -56757.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56760.902344 Penalty: 3102.852051
	Iteration 10Q: 3 clusters Score -56760.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56760.902344 Penalty: 3102.852051
	Iteration 11F: 3 clusters Score -56760.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Entering Unmasked Estep 
Score: -9032951.000000 Penalty: 2678.638672
	Iteration 0F: 2 clusters Score -9032951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -9001631.000000 Penalty: 5357.277344
	Iteration 0F: 3 clusters Score -9001631 nChanged 22512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -9013867.000000 Penalty: 5357.277344
	Iteration 1F: 3 clusters Score -9013867 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -9014424.000000 Penalty: 5357.277344
	Iteration 2Q: 3 clusters Score -9014424 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -9014898.000000 Penalty: 5357.277344
	Iteration 3Q: 3 clusters Score -9014898 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -9015351.000000 Penalty: 5357.277344
	Iteration 4Q: 3 clusters Score -9015351 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -9016039.000000 Penalty: 5357.277344
	Iteration 5Q: 3 clusters Score -9016039 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -9016923.000000 Penalty: 5357.277344
	Iteration 6Q: 3 clusters Score -9016923 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -9018283.000000 Penalty: 5357.277344
	Iteration 7F: 3 clusters Score -9018283 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -9020372.000000 Penalty: 5357.277344
	Iteration 8F: 3 clusters Score -9020372 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -9023115.000000 Penalty: 5357.277344
	Iteration 9F: 3 clusters Score -9023115 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -9026070.000000 Penalty: 5357.277344
	Iteration 10F: 3 clusters Score -9026070 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -9028243.000000 Penalty: 5357.277344
	Iteration 11F: 3 clusters Score -9028243 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -9029503.000000 Penalty: 5357.277344
	Iteration 12Q: 3 clusters Score -9029503 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -9030089.000000 Penalty: 5357.277344
	Iteration 13Q: 3 clusters Score -9030089 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -9030311.000000 Penalty: 5357.277344
	Iteration 14Q: 3 clusters Score -9030311 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -9030410.000000 Penalty: 5357.277344
	Iteration 15Q: 3 clusters Score -9030410 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -9030462.000000 Penalty: 5357.277344
	Iteration 16Q: 3 clusters Score -9030462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -9030521.000000 Penalty: 5357.277344
	Iteration 17Q: 3 clusters Score -9030521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -9030544.000000 Penalty: 5357.277344
	Iteration 18Q: 3 clusters Score -9030544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -9030556.000000 Penalty: 5357.277344
	Iteration 19Q: 3 clusters Score -9030556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -9030566.000000 Penalty: 5357.277344
	Iteration 20F: 3 clusters Score -9030566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -9030587.000000 Penalty: 5357.277344
	Iteration 21Q: 3 clusters Score -9030587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -9030582.000000 Penalty: 5357.277344
	Iteration 22Q: 3 clusters Score -9030582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -9030596.000000 Penalty: 5357.277344
	Iteration 23Q: 3 clusters Score -9030596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -9030621.000000 Penalty: 5357.277344
	Iteration 24Q: 3 clusters Score -9030621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -9030628.000000 Penalty: 5357.277344
	Iteration 25Q: 3 clusters Score -9030628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -9030636.000000 Penalty: 5357.277344
	Iteration 26Q: 3 clusters Score -9030636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -9030644.000000 Penalty: 5357.277344
	Iteration 27Q: 3 clusters Score -9030644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -9030636.000000 Penalty: 5357.277344
	Iteration 28Q: 3 clusters Score -9030636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -9030654.000000 Penalty: 5357.277344
	Iteration 29Q: 3 clusters Score -9030654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -9030651.000000 Penalty: 5357.277344
	Iteration 30Q: 3 clusters Score -9030651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -9030645.000000 Penalty: 5357.277344
	Iteration 31Q: 3 clusters Score -9030645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -9030645.000000 Penalty: 5357.277344
	Iteration 32F: 3 clusters Score -9030645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Entering Unmasked Estep 
Score: -592777.062500 Penalty: 2002.512939
	Iteration 0F: 2 clusters Score -592777.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -589425.812500 Penalty: 4005.025879
	Iteration 0F: 3 clusters Score -589425.8 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -590077.437500 Penalty: 4005.025879
	Iteration 1F: 3 clusters Score -590077.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -590227.062500 Penalty: 4005.025879
	Iteration 2F: 3 clusters Score -590227.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -590323.562500 Penalty: 4005.025879
	Iteration 3Q: 3 clusters Score -590323.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -590388.875000 Penalty: 4005.025879
	Iteration 4Q: 3 clusters Score -590388.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -590432.875000 Penalty: 4005.025879
	Iteration 5Q: 3 clusters Score -590432.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -590464.250000 Penalty: 4005.025879
	Iteration 6Q: 3 clusters Score -590464.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -590494.750000 Penalty: 4005.025879
	Iteration 7Q: 3 clusters Score -590494.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -590519.125000 Penalty: 4005.025879
	Iteration 8Q: 3 clusters Score -590519.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -590536.187500 Penalty: 4005.025879
	Iteration 9Q: 3 clusters Score -590536.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -590553.875000 Penalty: 4005.025879
	Iteration 10Q: 3 clusters Score -590553.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -590571.750000 Penalty: 4005.025879
	Iteration 11Q: 3 clusters Score -590571.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -590589.125000 Penalty: 4005.025879
	Iteration 12Q: 3 clusters Score -590589.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -590600.312500 Penalty: 4005.025879
	Iteration 13Q: 3 clusters Score -590600.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -590609.500000 Penalty: 4005.025879
	Iteration 14Q: 3 clusters Score -590609.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -590622.375000 Penalty: 4005.025879
	Iteration 15Q: 3 clusters Score -590622.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -590635.437500 Penalty: 4005.025879
	Iteration 16Q: 3 clusters Score -590635.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -590644.937500 Penalty: 4005.025879
	Iteration 17Q: 3 clusters Score -590644.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -590661.687500 Penalty: 4005.025879
	Iteration 18Q: 3 clusters Score -590661.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -590674.125000 Penalty: 4005.025879
	Iteration 19Q: 3 clusters Score -590674.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -590684.062500 Penalty: 4005.025879
	Iteration 20F: 3 clusters Score -590684.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -590695.625000 Penalty: 4005.025879
	Iteration 21Q: 3 clusters Score -590695.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -590706.312500 Penalty: 4005.025879
	Iteration 22Q: 3 clusters Score -590706.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -590714.437500 Penalty: 4005.025879
	Iteration 23Q: 3 clusters Score -590714.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -590724.500000 Penalty: 4005.025879
	Iteration 24Q: 3 clusters Score -590724.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -590731.687500 Penalty: 4005.025879
	Iteration 25Q: 3 clusters Score -590731.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -590738.000000 Penalty: 4005.025879
	Iteration 26Q: 3 clusters Score -590738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -590748.062500 Penalty: 4005.025879
	Iteration 27Q: 3 clusters Score -590748.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -590756.437500 Penalty: 4005.025879
	Iteration 28Q: 3 clusters Score -590756.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -590766.250000 Penalty: 4005.025879
	Iteration 29Q: 3 clusters Score -590766.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -590777.750000 Penalty: 4005.025879
	Iteration 30Q: 3 clusters Score -590777.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -590789.937500 Penalty: 4005.025879
	Iteration 31Q: 3 clusters Score -590789.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -590804.125000 Penalty: 4005.025879
	Iteration 32Q: 3 clusters Score -590804.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -590821.937500 Penalty: 4005.025879
	Iteration 33Q: 3 clusters Score -590821.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -590834.312500 Penalty: 4005.025879
	Iteration 34Q: 3 clusters Score -590834.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -590845.937500 Penalty: 4005.025879
	Iteration 35Q: 3 clusters Score -590845.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -590855.625000 Penalty: 4005.025879
	Iteration 36Q: 3 clusters Score -590855.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -590860.687500 Penalty: 4005.025879
	Iteration 37Q: 3 clusters Score -590860.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -590865.812500 Penalty: 4005.025879
	Iteration 38Q: 3 clusters Score -590865.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -590871.875000 Penalty: 4005.025879
	Iteration 39Q: 3 clusters Score -590871.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -590876.312500 Penalty: 4005.025879
	Iteration 40F: 3 clusters Score -590876.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -590884.375000 Penalty: 4005.025879
	Iteration 41Q: 3 clusters Score -590884.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -590892.500000 Penalty: 4005.025879
	Iteration 42Q: 3 clusters Score -590892.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -590898.125000 Penalty: 4005.025879
	Iteration 43Q: 3 clusters Score -590898.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -590904.687500 Penalty: 4005.025879
	Iteration 44Q: 3 clusters Score -590904.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -590911.937500 Penalty: 4005.025879
	Iteration 45Q: 3 clusters Score -590911.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -590918.250000 Penalty: 4005.025879
	Iteration 46Q: 3 clusters Score -590918.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -590925.437500 Penalty: 4005.025879
	Iteration 47Q: 3 clusters Score -590925.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -590931.937500 Penalty: 4005.025879
	Iteration 48Q: 3 clusters Score -590931.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -590937.625000 Penalty: 4005.025879
	Iteration 49Q: 3 clusters Score -590937.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -590945.812500 Penalty: 4005.025879
	Iteration 50Q: 3 clusters Score -590945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -590951.687500 Penalty: 4005.025879
	Iteration 51Q: 3 clusters Score -590951.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -590958.000000 Penalty: 4005.025879
	Iteration 52Q: 3 clusters Score -590958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -590961.875000 Penalty: 4005.025879
	Iteration 53Q: 3 clusters Score -590961.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -590964.250000 Penalty: 4005.025879
	Iteration 54Q: 3 clusters Score -590964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -590965.937500 Penalty: 4005.025879
	Iteration 55Q: 3 clusters Score -590965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -590970.125000 Penalty: 4005.025879
	Iteration 56Q: 3 clusters Score -590970.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -590978.062500 Penalty: 4005.025879
	Iteration 57Q: 3 clusters Score -590978.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -590982.187500 Penalty: 4005.025879
	Iteration 58Q: 3 clusters Score -590982.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -590985.062500 Penalty: 4005.025879
	Iteration 59Q: 3 clusters Score -590985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -590985.125000 Penalty: 4005.025879
	Iteration 60F: 3 clusters Score -590985.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Entering Unmasked Estep 
Score: -1421194.250000 Penalty: 2217.762695
	Iteration 0F: 2 clusters Score -1421194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1415053.500000 Penalty: 4435.525391
	Iteration 0F: 3 clusters Score -1415054 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1416605.000000 Penalty: 4435.525391
	Iteration 1F: 3 clusters Score -1416605 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1416837.375000 Penalty: 4435.525391
	Iteration 2F: 3 clusters Score -1416837 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1416973.125000 Penalty: 4435.525391
	Iteration 3Q: 3 clusters Score -1416973 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1417075.750000 Penalty: 4435.525391
	Iteration 4Q: 3 clusters Score -1417076 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1417161.500000 Penalty: 4435.525391
	Iteration 5Q: 3 clusters Score -1417162 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1417230.750000 Penalty: 4435.525391
	Iteration 6Q: 3 clusters Score -1417231 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1417290.000000 Penalty: 4435.525391
	Iteration 7Q: 3 clusters Score -1417290 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1417333.625000 Penalty: 4435.525391
	Iteration 8Q: 3 clusters Score -1417334 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1417399.875000 Penalty: 4435.525391
	Iteration 9Q: 3 clusters Score -1417400 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1417470.000000 Penalty: 4435.525391
	Iteration 10Q: 3 clusters Score -1417470 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1417540.250000 Penalty: 4435.525391
	Iteration 11Q: 3 clusters Score -1417540 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1417617.000000 Penalty: 4435.525391
	Iteration 12Q: 3 clusters Score -1417617 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1417704.375000 Penalty: 4435.525391
	Iteration 13Q: 3 clusters Score -1417704 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1417790.000000 Penalty: 4435.525391
	Iteration 14Q: 3 clusters Score -1417790 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1417870.125000 Penalty: 4435.525391
	Iteration 15Q: 3 clusters Score -1417870 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1417945.625000 Penalty: 4435.525391
	Iteration 16Q: 3 clusters Score -1417946 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1418049.250000 Penalty: 4435.525391
	Iteration 17Q: 3 clusters Score -1418049 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1418170.375000 Penalty: 4435.525391
	Iteration 18Q: 3 clusters Score -1418170 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1418306.125000 Penalty: 4435.525391
	Iteration 19Q: 3 clusters Score -1418306 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1418463.250000 Penalty: 4435.525391
	Iteration 20F: 3 clusters Score -1418463 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1418627.750000 Penalty: 4435.525391
	Iteration 21Q: 3 clusters Score -1418628 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1418795.500000 Penalty: 4435.525391
	Iteration 22Q: 3 clusters Score -1418796 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1418927.875000 Penalty: 4435.525391
	Iteration 23Q: 3 clusters Score -1418928 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1419036.375000 Penalty: 4435.525391
	Iteration 24Q: 3 clusters Score -1419036 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1419099.250000 Penalty: 4435.525391
	Iteration 25Q: 3 clusters Score -1419099 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1419145.375000 Penalty: 4435.525391
	Iteration 26Q: 3 clusters Score -1419145 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1419180.625000 Penalty: 4435.525391
	Iteration 27Q: 3 clusters Score -1419181 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1419199.875000 Penalty: 4435.525391
	Iteration 28Q: 3 clusters Score -1419200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1419226.250000 Penalty: 4435.525391
	Iteration 29Q: 3 clusters Score -1419226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1419247.750000 Penalty: 4435.525391
	Iteration 30Q: 3 clusters Score -1419248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1419264.875000 Penalty: 4435.525391
	Iteration 31Q: 3 clusters Score -1419265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1419274.125000 Penalty: 4435.525391
	Iteration 32Q: 3 clusters Score -1419274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1419285.250000 Penalty: 4435.525391
	Iteration 33Q: 3 clusters Score -1419285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1419291.250000 Penalty: 4435.525391
	Iteration 34Q: 3 clusters Score -1419291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1419297.250000 Penalty: 4435.525391
	Iteration 35Q: 3 clusters Score -1419297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1419302.625000 Penalty: 4435.525391
	Iteration 36Q: 3 clusters Score -1419303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1419309.000000 Penalty: 4435.525391
	Iteration 37Q: 3 clusters Score -1419309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1419313.250000 Penalty: 4435.525391
	Iteration 38Q: 3 clusters Score -1419313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1419318.125000 Penalty: 4435.525391
	Iteration 39Q: 3 clusters Score -1419318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1419323.125000 Penalty: 4435.525391
	Iteration 40F: 3 clusters Score -1419323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1419325.125000 Penalty: 4435.525391
	Iteration 41Q: 3 clusters Score -1419325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1419327.625000 Penalty: 4435.525391
	Iteration 42Q: 3 clusters Score -1419328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1419326.875000 Penalty: 4435.525391
	Iteration 43Q: 3 clusters Score -1419327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1419330.250000 Penalty: 4435.525391
	Iteration 44Q: 3 clusters Score -1419330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1419331.500000 Penalty: 4435.525391
	Iteration 45Q: 3 clusters Score -1419332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1419334.250000 Penalty: 4435.525391
	Iteration 46Q: 3 clusters Score -1419334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1419332.500000 Penalty: 4435.525391
	Iteration 47Q: 3 clusters Score -1419332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1419334.750000 Penalty: 4435.525391
	Iteration 48Q: 3 clusters Score -1419335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1419337.500000 Penalty: 4435.525391
	Iteration 49Q: 3 clusters Score -1419338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1419341.375000 Penalty: 4435.525391
	Iteration 50Q: 3 clusters Score -1419341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1419342.375000 Penalty: 4435.525391
	Iteration 51Q: 3 clusters Score -1419342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1419345.250000 Penalty: 4435.525391
	Iteration 52Q: 3 clusters Score -1419345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1419345.250000 Penalty: 4435.525391
	Iteration 53Q: 3 clusters Score -1419345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1419345.125000 Penalty: 4435.525391
	Iteration 54Q: 3 clusters Score -1419345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1419347.875000 Penalty: 4435.525391
	Iteration 55Q: 3 clusters Score -1419348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1419348.750000 Penalty: 4435.525391
	Iteration 56Q: 3 clusters Score -1419349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1419351.125000 Penalty: 4435.525391
	Iteration 57Q: 3 clusters Score -1419351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1419354.000000 Penalty: 4435.525391
	Iteration 58Q: 3 clusters Score -1419354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1419350.875000 Penalty: 4435.525391
	Iteration 59Q: 3 clusters Score -1419351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1419352.000000 Penalty: 4435.525391
	Iteration 60F: 3 clusters Score -1419352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1419354.500000 Penalty: 4435.525391
	Iteration 61Q: 3 clusters Score -1419354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1419352.625000 Penalty: 4435.525391
	Iteration 62Q: 3 clusters Score -1419353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1419357.875000 Penalty: 4435.525391
	Iteration 63Q: 3 clusters Score -1419358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1419357.125000 Penalty: 4435.525391
	Iteration 64Q: 3 clusters Score -1419357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1419358.000000 Penalty: 4435.525391
	Iteration 65Q: 3 clusters Score -1419358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1419358.000000 Penalty: 4435.525391
	Iteration 66F: 3 clusters Score -1419358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Entering Unmasked Estep 
Score: -9129269.000000 Penalty: 2677.828613
	Iteration 0F: 2 clusters Score -9129269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -9099862.000000 Penalty: 5355.657227
	Iteration 0F: 3 clusters Score -9099862 nChanged 22577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -9112686.000000 Penalty: 5355.657227
	Iteration 1F: 3 clusters Score -9112686 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -9114101.000000 Penalty: 5355.657227
	Iteration 2F: 3 clusters Score -9114101 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -9115696.000000 Penalty: 5355.657227
	Iteration 3F: 3 clusters Score -9115696 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -9117588.000000 Penalty: 5355.657227
	Iteration 4F: 3 clusters Score -9117588 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -9119414.000000 Penalty: 5355.657227
	Iteration 5F: 3 clusters Score -9119414 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -9121229.000000 Penalty: 5355.657227
	Iteration 6F: 3 clusters Score -9121229 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -9122889.000000 Penalty: 5355.657227
	Iteration 7F: 3 clusters Score -9122889 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -9124135.000000 Penalty: 5355.657227
	Iteration 8Q: 3 clusters Score -9124135 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -9124917.000000 Penalty: 5355.657227
	Iteration 9Q: 3 clusters Score -9124917 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -9125228.000000 Penalty: 5355.657227
	Iteration 10Q: 3 clusters Score -9125228 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -9125393.000000 Penalty: 5355.657227
	Iteration 11Q: 3 clusters Score -9125393 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -9125612.000000 Penalty: 5355.657227
	Iteration 12Q: 3 clusters Score -9125612 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -9125783.000000 Penalty: 5355.657227
	Iteration 13Q: 3 clusters Score -9125783 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -9125943.000000 Penalty: 5355.657227
	Iteration 14Q: 3 clusters Score -9125943 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -9126138.000000 Penalty: 5355.657227
	Iteration 15Q: 3 clusters Score -9126138 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -9126368.000000 Penalty: 5355.657227
	Iteration 16Q: 3 clusters Score -9126368 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -9126635.000000 Penalty: 5355.657227
	Iteration 17Q: 3 clusters Score -9126635 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -9126822.000000 Penalty: 5355.657227
	Iteration 18Q: 3 clusters Score -9126822 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -9127001.000000 Penalty: 5355.657227
	Iteration 19Q: 3 clusters Score -9127001 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -9127220.000000 Penalty: 5355.657227
	Iteration 20F: 3 clusters Score -9127220 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -9127362.000000 Penalty: 5355.657227
	Iteration 21Q: 3 clusters Score -9127362 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -9127553.000000 Penalty: 5355.657227
	Iteration 22Q: 3 clusters Score -9127553 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -9127666.000000 Penalty: 5355.657227
	Iteration 23Q: 3 clusters Score -9127666 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -9127760.000000 Penalty: 5355.657227
	Iteration 24Q: 3 clusters Score -9127760 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -9127857.000000 Penalty: 5355.657227
	Iteration 25Q: 3 clusters Score -9127857 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -9127914.000000 Penalty: 5355.657227
	Iteration 26Q: 3 clusters Score -9127914 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -9127974.000000 Penalty: 5355.657227
	Iteration 27Q: 3 clusters Score -9127974 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -9128014.000000 Penalty: 5355.657227
	Iteration 28Q: 3 clusters Score -9128014 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -9128072.000000 Penalty: 5355.657227
	Iteration 29Q: 3 clusters Score -9128072 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -9128104.000000 Penalty: 5355.657227
	Iteration 30Q: 3 clusters Score -9128104 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -9128135.000000 Penalty: 5355.657227
	Iteration 31Q: 3 clusters Score -9128135 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -9128113.000000 Penalty: 5355.657227
	Iteration 32Q: 3 clusters Score -9128113 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -9128114.000000 Penalty: 5355.657227
	Iteration 33Q: 3 clusters Score -9128114 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -9128168.000000 Penalty: 5355.657227
	Iteration 34Q: 3 clusters Score -9128168 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -9128208.000000 Penalty: 5355.657227
	Iteration 35Q: 3 clusters Score -9128208 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -9128204.000000 Penalty: 5355.657227
	Iteration 36Q: 3 clusters Score -9128204 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -9128232.000000 Penalty: 5355.657227
	Iteration 37Q: 3 clusters Score -9128232 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -9128251.000000 Penalty: 5355.657227
	Iteration 38Q: 3 clusters Score -9128251 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -9128225.000000 Penalty: 5355.657227
	Iteration 39Q: 3 clusters Score -9128225 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -9128221.000000 Penalty: 5355.657227
	Iteration 40F: 3 clusters Score -9128221 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -9128240.000000 Penalty: 5355.657227
	Iteration 41Q: 3 clusters Score -9128240 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -9128241.000000 Penalty: 5355.657227
	Iteration 42Q: 3 clusters Score -9128241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -9128253.000000 Penalty: 5355.657227
	Iteration 43Q: 3 clusters Score -9128253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -9128249.000000 Penalty: 5355.657227
	Iteration 44Q: 3 clusters Score -9128249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -9128259.000000 Penalty: 5355.657227
	Iteration 45Q: 3 clusters Score -9128259 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -9128248.000000 Penalty: 5355.657227
	Iteration 46Q: 3 clusters Score -9128248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -9128220.000000 Penalty: 5355.657227
	Iteration 47Q: 3 clusters Score -9128220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -9128235.000000 Penalty: 5355.657227
	Iteration 48Q: 3 clusters Score -9128235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -9128239.000000 Penalty: 5355.657227
	Iteration 49Q: 3 clusters Score -9128239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -9128227.000000 Penalty: 5355.657227
	Iteration 50Q: 3 clusters Score -9128227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -9128240.000000 Penalty: 5355.657227
	Iteration 51Q: 3 clusters Score -9128240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -9128248.000000 Penalty: 5355.657227
	Iteration 52Q: 3 clusters Score -9128248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -9128247.000000 Penalty: 5355.657227
	Iteration 53Q: 3 clusters Score -9128247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -9128250.000000 Penalty: 5355.657227
	Iteration 54Q: 3 clusters Score -9128250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -9128263.000000 Penalty: 5355.657227
	Iteration 55Q: 3 clusters Score -9128263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -9128261.000000 Penalty: 5355.657227
	Iteration 56Q: 3 clusters Score -9128261 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -9128256.000000 Penalty: 5355.657227
	Iteration 57Q: 3 clusters Score -9128256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -9128249.000000 Penalty: 5355.657227
	Iteration 58Q: 3 clusters Score -9128249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -9128241.000000 Penalty: 5355.657227
	Iteration 59Q: 3 clusters Score -9128241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -9128241.000000 Penalty: 5355.657227
	Iteration 60F: 3 clusters Score -9128241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -9128243.000000 Penalty: 5355.657227
	Iteration 61Q: 3 clusters Score -9128243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -9128243.000000 Penalty: 5355.657227
	Iteration 62Q: 3 clusters Score -9128243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -9128250.000000 Penalty: 5355.657227
	Iteration 63Q: 3 clusters Score -9128250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -9128238.000000 Penalty: 5355.657227
	Iteration 64Q: 3 clusters Score -9128238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -9128235.000000 Penalty: 5355.657227
	Iteration 65Q: 3 clusters Score -9128235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -9128246.000000 Penalty: 5355.657227
	Iteration 66Q: 3 clusters Score -9128246 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -9128244.000000 Penalty: 5355.657227
	Iteration 67Q: 3 clusters Score -9128244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -9128242.000000 Penalty: 5355.657227
	Iteration 68Q: 3 clusters Score -9128242 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -9128240.000000 Penalty: 5355.657227
	Iteration 69Q: 3 clusters Score -9128240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -9128227.000000 Penalty: 5355.657227
	Iteration 70Q: 3 clusters Score -9128227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -9128231.000000 Penalty: 5355.657227
	Iteration 71Q: 3 clusters Score -9128231 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -9128238.000000 Penalty: 5355.657227
	Iteration 72Q: 3 clusters Score -9128238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -9128236.000000 Penalty: 5355.657227
	Iteration 73Q: 3 clusters Score -9128236 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -9128225.000000 Penalty: 5355.657227
	Iteration 74Q: 3 clusters Score -9128225 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -9128227.000000 Penalty: 5355.657227
	Iteration 75Q: 3 clusters Score -9128227 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -9128203.000000 Penalty: 5355.657227
	Iteration 76Q: 3 clusters Score -9128203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -9128222.000000 Penalty: 5355.657227
	Iteration 77Q: 3 clusters Score -9128222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -9128223.000000 Penalty: 5355.657227
	Iteration 78Q: 3 clusters Score -9128223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -9128230.000000 Penalty: 5355.657227
	Iteration 79Q: 3 clusters Score -9128230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -9128222.000000 Penalty: 5355.657227
	Iteration 80F: 3 clusters Score -9128222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -9128217.000000 Penalty: 5355.657227
	Iteration 81Q: 3 clusters Score -9128217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -9128212.000000 Penalty: 5355.657227
	Iteration 82Q: 3 clusters Score -9128212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -9128222.000000 Penalty: 5355.657227
	Iteration 83Q: 3 clusters Score -9128222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -9128211.000000 Penalty: 5355.657227
	Iteration 84Q: 3 clusters Score -9128211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -9128221.000000 Penalty: 5355.657227
	Iteration 85Q: 3 clusters Score -9128221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -9128204.000000 Penalty: 5355.657227
	Iteration 86Q: 3 clusters Score -9128204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -9128208.000000 Penalty: 5355.657227
	Iteration 87Q: 3 clusters Score -9128208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -9128200.000000 Penalty: 5355.657227
	Iteration 88Q: 3 clusters Score -9128200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -9128201.000000 Penalty: 5355.657227
	Iteration 89Q: 3 clusters Score -9128201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -9128224.000000 Penalty: 5355.657227
	Iteration 90Q: 3 clusters Score -9128224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -9128223.000000 Penalty: 5355.657227
	Iteration 91Q: 3 clusters Score -9128223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -9128218.000000 Penalty: 5355.657227
	Iteration 92Q: 3 clusters Score -9128218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -9128216.000000 Penalty: 5355.657227
	Iteration 93Q: 3 clusters Score -9128216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -9128215.000000 Penalty: 5355.657227
	Iteration 94Q: 3 clusters Score -9128215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -9128206.000000 Penalty: 5355.657227
	Iteration 95Q: 3 clusters Score -9128206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -9128210.000000 Penalty: 5355.657227
	Iteration 96Q: 3 clusters Score -9128210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -9128202.000000 Penalty: 5355.657227
	Iteration 97Q: 3 clusters Score -9128202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -9128206.000000 Penalty: 5355.657227
	Iteration 98Q: 3 clusters Score -9128206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -9128203.000000 Penalty: 5355.657227
	Iteration 99Q: 3 clusters Score -9128203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -9128201.000000 Penalty: 5355.657227
	Iteration 100F: 3 clusters Score -9128201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -9128209.000000 Penalty: 5355.657227
	Iteration 101Q: 3 clusters Score -9128209 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -9128215.000000 Penalty: 5355.657227
	Iteration 102Q: 3 clusters Score -9128215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -9128205.000000 Penalty: 5355.657227
	Iteration 103Q: 3 clusters Score -9128205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -9128202.000000 Penalty: 5355.657227
	Iteration 104Q: 3 clusters Score -9128202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -9128207.000000 Penalty: 5355.657227
	Iteration 105Q: 3 clusters Score -9128207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -9128206.000000 Penalty: 5355.657227
	Iteration 106Q: 3 clusters Score -9128206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -9128213.000000 Penalty: 5355.657227
	Iteration 107Q: 3 clusters Score -9128213 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9128213 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -9128219.000000 Penalty: 5355.657227
	Iteration 109Q: 3 clusters Score -9128219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -9128234.000000 Penalty: 5355.657227
	Iteration 110Q: 3 clusters Score -9128234 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -9128228.000000 Penalty: 5355.657227
	Iteration 111Q: 3 clusters Score -9128228 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -9128216.000000 Penalty: 5355.657227
	Iteration 112Q: 3 clusters Score -9128216 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -9128219.000000 Penalty: 5355.657227
	Iteration 113Q: 3 clusters Score -9128219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -9128218.000000 Penalty: 5355.657227
	Iteration 114Q: 3 clusters Score -9128218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -9128209.000000 Penalty: 5355.657227
	Iteration 115Q: 3 clusters Score -9128209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -9128214.000000 Penalty: 5355.657227
	Iteration 116Q: 3 clusters Score -9128214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -9128203.000000 Penalty: 5355.657227
	Iteration 117Q: 3 clusters Score -9128203 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -9128213.000000 Penalty: 5355.657227
	Iteration 118Q: 3 clusters Score -9128213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -9128226.000000 Penalty: 5355.657227
	Iteration 119Q: 3 clusters Score -9128226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -9128224.000000 Penalty: 5355.657227
	Iteration 120F: 3 clusters Score -9128224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -9128217.000000 Penalty: 5355.657227
	Iteration 121Q: 3 clusters Score -9128217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -9128227.000000 Penalty: 5355.657227
	Iteration 122Q: 3 clusters Score -9128227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -9128224.000000 Penalty: 5355.657227
	Iteration 123Q: 3 clusters Score -9128224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -9128221.000000 Penalty: 5355.657227
	Iteration 124Q: 3 clusters Score -9128221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -9128232.000000 Penalty: 5355.657227
	Iteration 125Q: 3 clusters Score -9128232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -9128225.000000 Penalty: 5355.657227
	Iteration 126Q: 3 clusters Score -9128225 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -9128205.000000 Penalty: 5355.657227
	Iteration 127Q: 3 clusters Score -9128205 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -9128190.000000 Penalty: 5355.657227
	Iteration 128Q: 3 clusters Score -9128190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -9128190.000000 Penalty: 5355.657227
	Iteration 129Q: 3 clusters Score -9128190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -9128195.000000 Penalty: 5355.657227
	Iteration 130Q: 3 clusters Score -9128195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -9128200.000000 Penalty: 5355.657227
	Iteration 131Q: 3 clusters Score -9128200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -9128192.000000 Penalty: 5355.657227
	Iteration 132Q: 3 clusters Score -9128192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -9128217.000000 Penalty: 5355.657227
	Iteration 133Q: 3 clusters Score -9128217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -9128226.000000 Penalty: 5355.657227
	Iteration 134Q: 3 clusters Score -9128226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -9128233.000000 Penalty: 5355.657227
	Iteration 135Q: 3 clusters Score -9128233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -9128222.000000 Penalty: 5355.657227
	Iteration 136Q: 3 clusters Score -9128222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -9128213.000000 Penalty: 5355.657227
	Iteration 137Q: 3 clusters Score -9128213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -9128192.000000 Penalty: 5355.657227
	Iteration 138Q: 3 clusters Score -9128192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -9128195.000000 Penalty: 5355.657227
	Iteration 139Q: 3 clusters Score -9128195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -9128210.000000 Penalty: 5355.657227
	Iteration 140F: 3 clusters Score -9128210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -9128218.000000 Penalty: 5355.657227
	Iteration 141Q: 3 clusters Score -9128218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -9128220.000000 Penalty: 5355.657227
	Iteration 142Q: 3 clusters Score -9128220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -9128217.000000 Penalty: 5355.657227
	Iteration 143Q: 3 clusters Score -9128217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -9128206.000000 Penalty: 5355.657227
	Iteration 144Q: 3 clusters Score -9128206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -9128217.000000 Penalty: 5355.657227
	Iteration 145Q: 3 clusters Score -9128217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -9128232.000000 Penalty: 5355.657227
	Iteration 146Q: 3 clusters Score -9128232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -9128242.000000 Penalty: 5355.657227
	Iteration 147Q: 3 clusters Score -9128242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -9128235.000000 Penalty: 5355.657227
	Iteration 148Q: 3 clusters Score -9128235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -9128226.000000 Penalty: 5355.657227
	Iteration 149Q: 3 clusters Score -9128226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -9128230.000000 Penalty: 5355.657227
	Iteration 150Q: 3 clusters Score -9128230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -9128217.000000 Penalty: 5355.657227
	Iteration 151Q: 3 clusters Score -9128217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -9128221.000000 Penalty: 5355.657227
	Iteration 152Q: 3 clusters Score -9128221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -9128217.000000 Penalty: 5355.657227
	Iteration 153Q: 3 clusters Score -9128217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -9128199.000000 Penalty: 5355.657227
	Iteration 154Q: 3 clusters Score -9128199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -9128200.000000 Penalty: 5355.657227
	Iteration 155Q: 3 clusters Score -9128200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -9128187.000000 Penalty: 5355.657227
	Iteration 156Q: 3 clusters Score -9128187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -9128186.000000 Penalty: 5355.657227
	Iteration 157Q: 3 clusters Score -9128186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -9128186.000000 Penalty: 5355.657227
	Iteration 158Q: 3 clusters Score -9128186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -9128189.000000 Penalty: 5355.657227
	Iteration 159Q: 3 clusters Score -9128189 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -9128198.000000 Penalty: 5355.657227
	Iteration 160F: 3 clusters Score -9128198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -9128199.000000 Penalty: 5355.657227
	Iteration 161Q: 3 clusters Score -9128199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -9128210.000000 Penalty: 5355.657227
	Iteration 162Q: 3 clusters Score -9128210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -9128217.000000 Penalty: 5355.657227
	Iteration 163Q: 3 clusters Score -9128217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -9128221.000000 Penalty: 5355.657227
	Iteration 164Q: 3 clusters Score -9128221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -9128230.000000 Penalty: 5355.657227
	Iteration 165Q: 3 clusters Score -9128230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -9128226.000000 Penalty: 5355.657227
	Iteration 166Q: 3 clusters Score -9128226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -9128233.000000 Penalty: 5355.657227
	Iteration 167Q: 3 clusters Score -9128233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -9128229.000000 Penalty: 5355.657227
	Iteration 168Q: 3 clusters Score -9128229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -9128236.000000 Penalty: 5355.657227
	Iteration 169Q: 3 clusters Score -9128236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -9128227.000000 Penalty: 5355.657227
	Iteration 170Q: 3 clusters Score -9128227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -9128235.000000 Penalty: 5355.657227
	Iteration 171Q: 3 clusters Score -9128235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -9128239.000000 Penalty: 5355.657227
	Iteration 172Q: 3 clusters Score -9128239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -9128230.000000 Penalty: 5355.657227
	Iteration 173Q: 3 clusters Score -9128230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -9128231.000000 Penalty: 5355.657227
	Iteration 174Q: 3 clusters Score -9128231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -9128236.000000 Penalty: 5355.657227
	Iteration 175Q: 3 clusters Score -9128236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -9128226.000000 Penalty: 5355.657227
	Iteration 176Q: 3 clusters Score -9128226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -9128219.000000 Penalty: 5355.657227
	Iteration 177Q: 3 clusters Score -9128219 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -9128214.000000 Penalty: 5355.657227
	Iteration 178Q: 3 clusters Score -9128214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -9128215.000000 Penalty: 5355.657227
	Iteration 179Q: 3 clusters Score -9128215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -9128220.000000 Penalty: 5355.657227
	Iteration 180F: 3 clusters Score -9128220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -9128242.000000 Penalty: 5355.657227
	Iteration 181Q: 3 clusters Score -9128242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -9128228.000000 Penalty: 5355.657227
	Iteration 182Q: 3 clusters Score -9128228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -9128228.000000 Penalty: 5355.657227
	Iteration 183Q: 3 clusters Score -9128228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -9128228.000000 Penalty: 5355.657227
	Iteration 184Q: 3 clusters Score -9128228 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -9128225.000000 Penalty: 5355.657227
	Iteration 185Q: 3 clusters Score -9128225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -9128215.000000 Penalty: 5355.657227
	Iteration 186Q: 3 clusters Score -9128215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -9128211.000000 Penalty: 5355.657227
	Iteration 187Q: 3 clusters Score -9128211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -9128217.000000 Penalty: 5355.657227
	Iteration 188Q: 3 clusters Score -9128217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -9128213.000000 Penalty: 5355.657227
	Iteration 189Q: 3 clusters Score -9128213 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9128217 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -9128221.000000 Penalty: 5355.657227
	Iteration 191Q: 3 clusters Score -9128221 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -9128224.000000 Penalty: 5355.657227
	Iteration 192Q: 3 clusters Score -9128224 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27530 members 
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Entering Unmasked Estep 
Score: -9128228.000000 Penalty: 5355.657227
	Iteration 193Q: 3 clusters Score -9128228 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -9128235.000000 Penalty: 5355.657227
	Iteration 194Q: 3 clusters Score -9128235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -9128244.000000 Penalty: 5355.657227
	Iteration 195Q: 3 clusters Score -9128244 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -9128238.000000 Penalty: 5355.657227
	Iteration 196Q: 3 clusters Score -9128238 nChanged 15
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Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9128238 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9128235 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -9128230.000000 Penalty: 5355.657227
	Iteration 199Q: 3 clusters Score -9128230 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -9128242.000000 Penalty: 5355.657227
	Iteration 200F: 3 clusters Score -9128242 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27430 members 
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Entering Unmasked Estep 
Score: -9128233.000000 Penalty: 5355.657227
	Iteration 201Q: 3 clusters Score -9128233 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27416 members 
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Entering Unmasked Estep 
Score: -9128234.000000 Penalty: 5355.657227
	Iteration 202Q: 3 clusters Score -9128234 nChanged 15
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Entering Unmasked Estep 
Score: -9128221.000000 Penalty: 5355.657227
	Iteration 203Q: 3 clusters Score -9128221 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -9128216.000000 Penalty: 5355.657227
	Iteration 204Q: 3 clusters Score -9128216 nChanged 18
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Entering Unmasked Estep 
Score: -9128212.000000 Penalty: 5355.657227
	Iteration 205Q: 3 clusters Score -9128212 nChanged 20
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9128228 nChanged 27
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9128224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -9128223.000000 Penalty: 5355.657227
	Iteration 208Q: 3 clusters Score -9128223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -9128234.000000 Penalty: 5355.657227
	Iteration 209Q: 3 clusters Score -9128234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -9128225.000000 Penalty: 5355.657227
	Iteration 210Q: 3 clusters Score -9128225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -9128218.000000 Penalty: 5355.657227
	Iteration 211Q: 3 clusters Score -9128218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -9128222.000000 Penalty: 5355.657227
	Iteration 212Q: 3 clusters Score -9128222 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -9128207.000000 Penalty: 5355.657227
	Iteration 213Q: 3 clusters Score -9128207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -9128217.000000 Penalty: 5355.657227
	Iteration 214Q: 3 clusters Score -9128217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -9128215.000000 Penalty: 5355.657227
	Iteration 215Q: 3 clusters Score -9128215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -9128215.000000 Penalty: 5355.657227
	Iteration 216Q: 3 clusters Score -9128215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -9128200.000000 Penalty: 5355.657227
	Iteration 217Q: 3 clusters Score -9128200 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -9128186.000000 Penalty: 5355.657227
	Iteration 218Q: 3 clusters Score -9128186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -9128191.000000 Penalty: 5355.657227
	Iteration 219Q: 3 clusters Score -9128191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -9128194.000000 Penalty: 5355.657227
	Iteration 220F: 3 clusters Score -9128194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -9128188.000000 Penalty: 5355.657227
	Iteration 221Q: 3 clusters Score -9128188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -9128184.000000 Penalty: 5355.657227
	Iteration 222Q: 3 clusters Score -9128184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -9128184.000000 Penalty: 5355.657227
	Iteration 223Q: 3 clusters Score -9128184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -9128172.000000 Penalty: 5355.657227
	Iteration 224Q: 3 clusters Score -9128172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -9128186.000000 Penalty: 5355.657227
	Iteration 225Q: 3 clusters Score -9128186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -9128196.000000 Penalty: 5355.657227
	Iteration 226Q: 3 clusters Score -9128196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -9128188.000000 Penalty: 5355.657227
	Iteration 227Q: 3 clusters Score -9128188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -9128173.000000 Penalty: 5355.657227
	Iteration 228Q: 3 clusters Score -9128173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -9128176.000000 Penalty: 5355.657227
	Iteration 229Q: 3 clusters Score -9128176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -9128180.000000 Penalty: 5355.657227
	Iteration 230Q: 3 clusters Score -9128180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -9128195.000000 Penalty: 5355.657227
	Iteration 231Q: 3 clusters Score -9128195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -9128189.000000 Penalty: 5355.657227
	Iteration 232Q: 3 clusters Score -9128189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -9128181.000000 Penalty: 5355.657227
	Iteration 233Q: 3 clusters Score -9128181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -9128185.000000 Penalty: 5355.657227
	Iteration 234Q: 3 clusters Score -9128185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -9128180.000000 Penalty: 5355.657227
	Iteration 235Q: 3 clusters Score -9128180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -9128177.000000 Penalty: 5355.657227
	Iteration 236Q: 3 clusters Score -9128177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -9128174.000000 Penalty: 5355.657227
	Iteration 237Q: 3 clusters Score -9128174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -9128172.000000 Penalty: 5355.657227
	Iteration 238Q: 3 clusters Score -9128172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26424 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -9128160.000000 Penalty: 5355.657227
	Iteration 239Q: 3 clusters Score -9128160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -9128170.000000 Penalty: 5355.657227
	Iteration 240F: 3 clusters Score -9128170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -9128174.000000 Penalty: 5355.657227
	Iteration 241Q: 3 clusters Score -9128174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -9128173.000000 Penalty: 5355.657227
	Iteration 242Q: 3 clusters Score -9128173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -9128191.000000 Penalty: 5355.657227
	Iteration 243Q: 3 clusters Score -9128191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -9128176.000000 Penalty: 5355.657227
	Iteration 244Q: 3 clusters Score -9128176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -9128166.000000 Penalty: 5355.657227
	Iteration 245Q: 3 clusters Score -9128166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -9128167.000000 Penalty: 5355.657227
	Iteration 246Q: 3 clusters Score -9128167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -9128168.000000 Penalty: 5355.657227
	Iteration 247Q: 3 clusters Score -9128168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -9128159.000000 Penalty: 5355.657227
	Iteration 248Q: 3 clusters Score -9128159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -9128160.000000 Penalty: 5355.657227
	Iteration 249Q: 3 clusters Score -9128160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -9128158.000000 Penalty: 5355.657227
	Iteration 250Q: 3 clusters Score -9128158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -9128169.000000 Penalty: 5355.657227
	Iteration 251Q: 3 clusters Score -9128169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -9128168.000000 Penalty: 5355.657227
	Iteration 252Q: 3 clusters Score -9128168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -9128189.000000 Penalty: 5355.657227
	Iteration 253Q: 3 clusters Score -9128189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -9128191.000000 Penalty: 5355.657227
	Iteration 254Q: 3 clusters Score -9128191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -9128188.000000 Penalty: 5355.657227
	Iteration 255Q: 3 clusters Score -9128188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -9128180.000000 Penalty: 5355.657227
	Iteration 256Q: 3 clusters Score -9128180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -9128186.000000 Penalty: 5355.657227
	Iteration 257Q: 3 clusters Score -9128186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -9128183.000000 Penalty: 5355.657227
	Iteration 258Q: 3 clusters Score -9128183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -9128192.000000 Penalty: 5355.657227
	Iteration 259Q: 3 clusters Score -9128192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -9128207.000000 Penalty: 5355.657227
	Iteration 260F: 3 clusters Score -9128207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -9128209.000000 Penalty: 5355.657227
	Iteration 261Q: 3 clusters Score -9128209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -9128215.000000 Penalty: 5355.657227
	Iteration 262Q: 3 clusters Score -9128215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -9128220.000000 Penalty: 5355.657227
	Iteration 263Q: 3 clusters Score -9128220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -9128209.000000 Penalty: 5355.657227
	Iteration 264Q: 3 clusters Score -9128209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -9128202.000000 Penalty: 5355.657227
	Iteration 265Q: 3 clusters Score -9128202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -9128202.000000 Penalty: 5355.657227
	Iteration 266Q: 3 clusters Score -9128202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -9128203.000000 Penalty: 5355.657227
	Iteration 267Q: 3 clusters Score -9128203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -9128196.000000 Penalty: 5355.657227
	Iteration 268Q: 3 clusters Score -9128196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -9128197.000000 Penalty: 5355.657227
	Iteration 269Q: 3 clusters Score -9128197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -9128197.000000 Penalty: 5355.657227
	Iteration 270F: 3 clusters Score -9128197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Entering Unmasked Estep 
Score: -7099759.000000 Penalty: 2624.908447
	Iteration 0F: 2 clusters Score -7099759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -7073044.500000 Penalty: 5249.816895
	Iteration 0F: 3 clusters Score -7073044 nChanged 18004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -7082950.000000 Penalty: 5249.816895
	Iteration 1F: 3 clusters Score -7082950 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -7083406.500000 Penalty: 5249.816895
	Iteration 2Q: 3 clusters Score -7083406 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -7083737.500000 Penalty: 5249.816895
	Iteration 3Q: 3 clusters Score -7083738 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -7084140.000000 Penalty: 5249.816895
	Iteration 4Q: 3 clusters Score -7084140 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -7084438.500000 Penalty: 5249.816895
	Iteration 5Q: 3 clusters Score -7084438 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -7084753.000000 Penalty: 5249.816895
	Iteration 6Q: 3 clusters Score -7084753 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -7085050.500000 Penalty: 5249.816895
	Iteration 7Q: 3 clusters Score -7085050 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -7085426.000000 Penalty: 5249.816895
	Iteration 8Q: 3 clusters Score -7085426 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -7085924.500000 Penalty: 5249.816895
	Iteration 9Q: 3 clusters Score -7085924 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7086610.500000 Penalty: 5249.816895
	Iteration 10Q: 3 clusters Score -7086610 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -7087645.500000 Penalty: 5249.816895
	Iteration 11Q: 3 clusters Score -7087646 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -7088864.000000 Penalty: 5249.816895
	Iteration 12Q: 3 clusters Score -7088864 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -7089818.000000 Penalty: 5249.816895
	Iteration 13Q: 3 clusters Score -7089818 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -7090359.500000 Penalty: 5249.816895
	Iteration 14Q: 3 clusters Score -7090360 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -7090569.500000 Penalty: 5249.816895
	Iteration 15Q: 3 clusters Score -7090570 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -7090658.000000 Penalty: 5249.816895
	Iteration 16Q: 3 clusters Score -7090658 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -7090735.500000 Penalty: 5249.816895
	Iteration 17Q: 3 clusters Score -7090736 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -7090796.000000 Penalty: 5249.816895
	Iteration 18Q: 3 clusters Score -7090796 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -7090862.500000 Penalty: 5249.816895
	Iteration 19Q: 3 clusters Score -7090862 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -7090910.500000 Penalty: 5249.816895
	Iteration 20F: 3 clusters Score -7090910 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -7090935.000000 Penalty: 5249.816895
	Iteration 21Q: 3 clusters Score -7090935 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -7091002.500000 Penalty: 5249.816895
	Iteration 22Q: 3 clusters Score -7091002 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -7091068.000000 Penalty: 5249.816895
	Iteration 23Q: 3 clusters Score -7091068 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -7091121.000000 Penalty: 5249.816895
	Iteration 24Q: 3 clusters Score -7091121 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -7091239.000000 Penalty: 5249.816895
	Iteration 25Q: 3 clusters Score -7091239 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -7091337.000000 Penalty: 5249.816895
	Iteration 26Q: 3 clusters Score -7091337 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -7091463.500000 Penalty: 5249.816895
	Iteration 27Q: 3 clusters Score -7091464 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -7091579.500000 Penalty: 5249.816895
	Iteration 28Q: 3 clusters Score -7091580 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -7091755.500000 Penalty: 5249.816895
	Iteration 29Q: 3 clusters Score -7091756 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -7091980.000000 Penalty: 5249.816895
	Iteration 30Q: 3 clusters Score -7091980 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -7092235.000000 Penalty: 5249.816895
	Iteration 31Q: 3 clusters Score -7092235 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -7092479.500000 Penalty: 5249.816895
	Iteration 32Q: 3 clusters Score -7092480 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -7092727.500000 Penalty: 5249.816895
	Iteration 33Q: 3 clusters Score -7092728 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -7093039.500000 Penalty: 5249.816895
	Iteration 34Q: 3 clusters Score -7093040 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -7093406.000000 Penalty: 5249.816895
	Iteration 35Q: 3 clusters Score -7093406 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -7093803.000000 Penalty: 5249.816895
	Iteration 36Q: 3 clusters Score -7093803 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -7094320.000000 Penalty: 5249.816895
	Iteration 37Q: 3 clusters Score -7094320 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -7094785.500000 Penalty: 5249.816895
	Iteration 38Q: 3 clusters Score -7094786 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -7095252.500000 Penalty: 5249.816895
	Iteration 39Q: 3 clusters Score -7095252 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -7095736.000000 Penalty: 5249.816895
	Iteration 40F: 3 clusters Score -7095736 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -7096221.000000 Penalty: 5249.816895
	Iteration 41Q: 3 clusters Score -7096221 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -7096620.000000 Penalty: 5249.816895
	Iteration 42Q: 3 clusters Score -7096620 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -7096919.000000 Penalty: 5249.816895
	Iteration 43Q: 3 clusters Score -7096919 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -7097155.000000 Penalty: 5249.816895
	Iteration 44Q: 3 clusters Score -7097155 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -7097278.500000 Penalty: 5249.816895
	Iteration 45Q: 3 clusters Score -7097278 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -7097346.000000 Penalty: 5249.816895
	Iteration 46Q: 3 clusters Score -7097346 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -7097396.000000 Penalty: 5249.816895
	Iteration 47Q: 3 clusters Score -7097396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -7097421.000000 Penalty: 5249.816895
	Iteration 48Q: 3 clusters Score -7097421 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -7097438.500000 Penalty: 5249.816895
	Iteration 49Q: 3 clusters Score -7097438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -7097464.000000 Penalty: 5249.816895
	Iteration 50Q: 3 clusters Score -7097464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -7097471.000000 Penalty: 5249.816895
	Iteration 51Q: 3 clusters Score -7097471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -7097488.000000 Penalty: 5249.816895
	Iteration 52Q: 3 clusters Score -7097488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -7097496.000000 Penalty: 5249.816895
	Iteration 53Q: 3 clusters Score -7097496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -7097502.500000 Penalty: 5249.816895
	Iteration 54Q: 3 clusters Score -7097502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -7097521.500000 Penalty: 5249.816895
	Iteration 55Q: 3 clusters Score -7097522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -7097533.500000 Penalty: 5249.816895
	Iteration 56Q: 3 clusters Score -7097534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -7097533.000000 Penalty: 5249.816895
	Iteration 57Q: 3 clusters Score -7097533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -7097537.000000 Penalty: 5249.816895
	Iteration 58Q: 3 clusters Score -7097537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -7097536.500000 Penalty: 5249.816895
	Iteration 59Q: 3 clusters Score -7097536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -7097551.500000 Penalty: 5249.816895
	Iteration 60F: 3 clusters Score -7097552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -7097546.000000 Penalty: 5249.816895
	Iteration 61Q: 3 clusters Score -7097546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -7097560.000000 Penalty: 5249.816895
	Iteration 62Q: 3 clusters Score -7097560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -7097544.000000 Penalty: 5249.816895
	Iteration 63Q: 3 clusters Score -7097544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -7097536.500000 Penalty: 5249.816895
	Iteration 64Q: 3 clusters Score -7097536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -7097544.000000 Penalty: 5249.816895
	Iteration 65Q: 3 clusters Score -7097544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -7097554.000000 Penalty: 5249.816895
	Iteration 66Q: 3 clusters Score -7097554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -7097562.000000 Penalty: 5249.816895
	Iteration 67Q: 3 clusters Score -7097562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -7097565.000000 Penalty: 5249.816895
	Iteration 68Q: 3 clusters Score -7097565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -7097561.000000 Penalty: 5249.816895
	Iteration 69Q: 3 clusters Score -7097561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -7097562.500000 Penalty: 5249.816895
	Iteration 70Q: 3 clusters Score -7097562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -7097565.000000 Penalty: 5249.816895
	Iteration 71Q: 3 clusters Score -7097565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -7097569.500000 Penalty: 5249.816895
	Iteration 72Q: 3 clusters Score -7097570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -7097571.000000 Penalty: 5249.816895
	Iteration 73Q: 3 clusters Score -7097571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -7097564.500000 Penalty: 5249.816895
	Iteration 74Q: 3 clusters Score -7097564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -7097565.500000 Penalty: 5249.816895
	Iteration 75Q: 3 clusters Score -7097566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -7097561.000000 Penalty: 5249.816895
	Iteration 76Q: 3 clusters Score -7097561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -7097568.500000 Penalty: 5249.816895
	Iteration 77Q: 3 clusters Score -7097568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -7097569.000000 Penalty: 5249.816895
	Iteration 78Q: 3 clusters Score -7097569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -7097572.500000 Penalty: 5249.816895
	Iteration 79Q: 3 clusters Score -7097572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -7097574.500000 Penalty: 5249.816895
	Iteration 80F: 3 clusters Score -7097574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -7097580.000000 Penalty: 5249.816895
	Iteration 81Q: 3 clusters Score -7097580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -7097575.500000 Penalty: 5249.816895
	Iteration 82Q: 3 clusters Score -7097576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -7097569.500000 Penalty: 5249.816895
	Iteration 83Q: 3 clusters Score -7097570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -7097570.000000 Penalty: 5249.816895
	Iteration 84Q: 3 clusters Score -7097570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -7097564.000000 Penalty: 5249.816895
	Iteration 85Q: 3 clusters Score -7097564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -7097561.500000 Penalty: 5249.816895
	Iteration 86Q: 3 clusters Score -7097562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -7097561.500000 Penalty: 5249.816895
	Iteration 87F: 3 clusters Score -7097562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Entering Unmasked Estep 
Score: -8741197.000000 Penalty: 2669.684570
	Iteration 0F: 2 clusters Score -8741197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -8711330.000000 Penalty: 5339.369141
	Iteration 0F: 3 clusters Score -8711330 nChanged 21709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -8723187.000000 Penalty: 5339.369141
	Iteration 1F: 3 clusters Score -8723187 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -8723784.000000 Penalty: 5339.369141
	Iteration 2Q: 3 clusters Score -8723784 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -8724373.000000 Penalty: 5339.369141
	Iteration 3Q: 3 clusters Score -8724373 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -8725063.000000 Penalty: 5339.369141
	Iteration 4Q: 3 clusters Score -8725063 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -8726017.000000 Penalty: 5339.369141
	Iteration 5Q: 3 clusters Score -8726017 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -8727229.000000 Penalty: 5339.369141
	Iteration 6Q: 3 clusters Score -8727229 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -8728716.000000 Penalty: 5339.369141
	Iteration 7F: 3 clusters Score -8728716 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -8730502.000000 Penalty: 5339.369141
	Iteration 8F: 3 clusters Score -8730502 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -8732521.000000 Penalty: 5339.369141
	Iteration 9F: 3 clusters Score -8732521 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -8734187.000000 Penalty: 5339.369141
	Iteration 10F: 3 clusters Score -8734187 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -8735192.000000 Penalty: 5339.369141
	Iteration 11Q: 3 clusters Score -8735192 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -8735605.000000 Penalty: 5339.369141
	Iteration 12Q: 3 clusters Score -8735605 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -8735798.000000 Penalty: 5339.369141
	Iteration 13Q: 3 clusters Score -8735798 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -8735981.000000 Penalty: 5339.369141
	Iteration 14Q: 3 clusters Score -8735981 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -8736098.000000 Penalty: 5339.369141
	Iteration 15Q: 3 clusters Score -8736098 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -8736203.000000 Penalty: 5339.369141
	Iteration 16Q: 3 clusters Score -8736203 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -8736360.000000 Penalty: 5339.369141
	Iteration 17Q: 3 clusters Score -8736360 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -8736469.000000 Penalty: 5339.369141
	Iteration 18Q: 3 clusters Score -8736469 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -8736572.000000 Penalty: 5339.369141
	Iteration 19Q: 3 clusters Score -8736572 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -8736687.000000 Penalty: 5339.369141
	Iteration 20F: 3 clusters Score -8736687 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -8736784.000000 Penalty: 5339.369141
	Iteration 21Q: 3 clusters Score -8736784 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -8736791.000000 Penalty: 5339.369141
	Iteration 22Q: 3 clusters Score -8736791 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -8736833.000000 Penalty: 5339.369141
	Iteration 23Q: 3 clusters Score -8736833 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -8736863.000000 Penalty: 5339.369141
	Iteration 24Q: 3 clusters Score -8736863 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -8736887.000000 Penalty: 5339.369141
	Iteration 25Q: 3 clusters Score -8736887 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -8736911.000000 Penalty: 5339.369141
	Iteration 26Q: 3 clusters Score -8736911 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -8736926.000000 Penalty: 5339.369141
	Iteration 27Q: 3 clusters Score -8736926 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -8736957.000000 Penalty: 5339.369141
	Iteration 28Q: 3 clusters Score -8736957 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -8737004.000000 Penalty: 5339.369141
	Iteration 29Q: 3 clusters Score -8737004 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -8737025.000000 Penalty: 5339.369141
	Iteration 30Q: 3 clusters Score -8737025 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -8737044.000000 Penalty: 5339.369141
	Iteration 31Q: 3 clusters Score -8737044 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -8737090.000000 Penalty: 5339.369141
	Iteration 32Q: 3 clusters Score -8737090 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -8737118.000000 Penalty: 5339.369141
	Iteration 33Q: 3 clusters Score -8737118 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -8737162.000000 Penalty: 5339.369141
	Iteration 34Q: 3 clusters Score -8737162 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -8737180.000000 Penalty: 5339.369141
	Iteration 35Q: 3 clusters Score -8737180 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -8737193.000000 Penalty: 5339.369141
	Iteration 36Q: 3 clusters Score -8737193 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -8737207.000000 Penalty: 5339.369141
	Iteration 37Q: 3 clusters Score -8737207 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -8737221.000000 Penalty: 5339.369141
	Iteration 38Q: 3 clusters Score -8737221 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -8737240.000000 Penalty: 5339.369141
	Iteration 39Q: 3 clusters Score -8737240 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -8737257.000000 Penalty: 5339.369141
	Iteration 40F: 3 clusters Score -8737257 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -8737284.000000 Penalty: 5339.369141
	Iteration 41Q: 3 clusters Score -8737284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -8737311.000000 Penalty: 5339.369141
	Iteration 42Q: 3 clusters Score -8737311 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -8737343.000000 Penalty: 5339.369141
	Iteration 43Q: 3 clusters Score -8737343 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -8737359.000000 Penalty: 5339.369141
	Iteration 44Q: 3 clusters Score -8737359 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -8737381.000000 Penalty: 5339.369141
	Iteration 45Q: 3 clusters Score -8737381 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -8737387.000000 Penalty: 5339.369141
	Iteration 46Q: 3 clusters Score -8737387 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -8737390.000000 Penalty: 5339.369141
	Iteration 47Q: 3 clusters Score -8737390 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -8737422.000000 Penalty: 5339.369141
	Iteration 48Q: 3 clusters Score -8737422 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -8737449.000000 Penalty: 5339.369141
	Iteration 49Q: 3 clusters Score -8737449 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -8737464.000000 Penalty: 5339.369141
	Iteration 50Q: 3 clusters Score -8737464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -8737506.000000 Penalty: 5339.369141
	Iteration 51Q: 3 clusters Score -8737506 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -8737540.000000 Penalty: 5339.369141
	Iteration 52Q: 3 clusters Score -8737540 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -8737569.000000 Penalty: 5339.369141
	Iteration 53Q: 3 clusters Score -8737569 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -8737614.000000 Penalty: 5339.369141
	Iteration 54Q: 3 clusters Score -8737614 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -8737641.000000 Penalty: 5339.369141
	Iteration 55Q: 3 clusters Score -8737641 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -8737653.000000 Penalty: 5339.369141
	Iteration 56Q: 3 clusters Score -8737653 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -8737689.000000 Penalty: 5339.369141
	Iteration 57Q: 3 clusters Score -8737689 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -8737709.000000 Penalty: 5339.369141
	Iteration 58Q: 3 clusters Score -8737709 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8737740 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -8737757.000000 Penalty: 5339.369141
	Iteration 60F: 3 clusters Score -8737757 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -8737780.000000 Penalty: 5339.369141
	Iteration 61Q: 3 clusters Score -8737780 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -8737831.000000 Penalty: 5339.369141
	Iteration 62Q: 3 clusters Score -8737831 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8737872 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -8737912.000000 Penalty: 5339.369141
	Iteration 64Q: 3 clusters Score -8737912 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -8737937.000000 Penalty: 5339.369141
	Iteration 65Q: 3 clusters Score -8737937 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -8737974.000000 Penalty: 5339.369141
	Iteration 66Q: 3 clusters Score -8737974 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -8738008.000000 Penalty: 5339.369141
	Iteration 67Q: 3 clusters Score -8738008 nChanged 156
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -8738055.000000 Penalty: 5339.369141
	Iteration 68Q: 3 clusters Score -8738055 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -8738102.000000 Penalty: 5339.369141
	Iteration 69Q: 3 clusters Score -8738102 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -8738135.000000 Penalty: 5339.369141
	Iteration 70Q: 3 clusters Score -8738135 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -8738201.000000 Penalty: 5339.369141
	Iteration 71Q: 3 clusters Score -8738201 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 33675 members 
Entering Unmasked Estep 
Score: -8738211.000000 Penalty: 5339.369141
	Iteration 72Q: 3 clusters Score -8738211 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -8738265.000000 Penalty: 5339.369141
	Iteration 73Q: 3 clusters Score -8738265 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -8738296.000000 Penalty: 5339.369141
	Iteration 74Q: 3 clusters Score -8738296 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -8738335.000000 Penalty: 5339.369141
	Iteration 75Q: 3 clusters Score -8738335 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -8738359.000000 Penalty: 5339.369141
	Iteration 76Q: 3 clusters Score -8738359 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -8738391.000000 Penalty: 5339.369141
	Iteration 77Q: 3 clusters Score -8738391 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -8738420.000000 Penalty: 5339.369141
	Iteration 78Q: 3 clusters Score -8738420 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -8738465.000000 Penalty: 5339.369141
	Iteration 79Q: 3 clusters Score -8738465 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -8738512.000000 Penalty: 5339.369141
	Iteration 80F: 3 clusters Score -8738512 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -8738532.000000 Penalty: 5339.369141
	Iteration 81Q: 3 clusters Score -8738532 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -8738554.000000 Penalty: 5339.369141
	Iteration 82Q: 3 clusters Score -8738554 nChanged 123
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Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -8738587.000000 Penalty: 5339.369141
	Iteration 83Q: 3 clusters Score -8738587 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -8738631.000000 Penalty: 5339.369141
	Iteration 84Q: 3 clusters Score -8738631 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8738665 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -8738699.000000 Penalty: 5339.369141
	Iteration 86Q: 3 clusters Score -8738699 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -8738697.000000 Penalty: 5339.369141
	Iteration 87Q: 3 clusters Score -8738697 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -8738744.000000 Penalty: 5339.369141
	Iteration 88Q: 3 clusters Score -8738744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -8738779.000000 Penalty: 5339.369141
	Iteration 89Q: 3 clusters Score -8738779 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8738799 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -8738792.000000 Penalty: 5339.369141
	Iteration 91Q: 3 clusters Score -8738792 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8738805 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -8738812.000000 Penalty: 5339.369141
	Iteration 93Q: 3 clusters Score -8738812 nChanged 90
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Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -8738834.000000 Penalty: 5339.369141
	Iteration 94Q: 3 clusters Score -8738834 nChanged 90
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Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8738833 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8738835 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -8738861.000000 Penalty: 5339.369141
	Iteration 97Q: 3 clusters Score -8738861 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -8738882.000000 Penalty: 5339.369141
	Iteration 98Q: 3 clusters Score -8738882 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -8738919.000000 Penalty: 5339.369141
	Iteration 99Q: 3 clusters Score -8738919 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -8738926.000000 Penalty: 5339.369141
	Iteration 100F: 3 clusters Score -8738926 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -8738941.000000 Penalty: 5339.369141
	Iteration 101Q: 3 clusters Score -8738941 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8738977 nChanged 94
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Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8738964 nChanged 95
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Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -8739008.000000 Penalty: 5339.369141
	Iteration 104Q: 3 clusters Score -8739008 nChanged 122
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Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -8739018.000000 Penalty: 5339.369141
	Iteration 105Q: 3 clusters Score -8739018 nChanged 117
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Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -8739035.000000 Penalty: 5339.369141
	Iteration 106Q: 3 clusters Score -8739035 nChanged 135
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Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8739047 nChanged 123
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Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8739068 nChanged 125
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Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8739081 nChanged 120
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Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8739119 nChanged 103
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Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -8739159.000000 Penalty: 5339.369141
	Iteration 111Q: 3 clusters Score -8739159 nChanged 94
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Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8739174 nChanged 94
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Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8739197 nChanged 108
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Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -8739203.000000 Penalty: 5339.369141
	Iteration 114Q: 3 clusters Score -8739203 nChanged 98
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Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -8739236.000000 Penalty: 5339.369141
	Iteration 115Q: 3 clusters Score -8739236 nChanged 109
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Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8739264 nChanged 104
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Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -8739299.000000 Penalty: 5339.369141
	Iteration 117Q: 3 clusters Score -8739299 nChanged 100
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Mstep: Class 1 contains 8523 members 
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Entering Unmasked Estep 
Score: -8739303.000000 Penalty: 5339.369141
	Iteration 118Q: 3 clusters Score -8739303 nChanged 96
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Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -8739327.000000 Penalty: 5339.369141
	Iteration 119Q: 3 clusters Score -8739327 nChanged 95
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Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8739374 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -8739406.000000 Penalty: 5339.369141
	Iteration 121Q: 3 clusters Score -8739406 nChanged 115
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Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -8739405.000000 Penalty: 5339.369141
	Iteration 122Q: 3 clusters Score -8739405 nChanged 109
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Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -8739419.000000 Penalty: 5339.369141
	Iteration 123Q: 3 clusters Score -8739419 nChanged 99
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Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8739442 nChanged 92
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Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -8739466.000000 Penalty: 5339.369141
	Iteration 125Q: 3 clusters Score -8739466 nChanged 110
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Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8739479 nChanged 104
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8739476 nChanged 98
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Mstep: Class 2 contains 39824 members 
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	Iteration 128Q: 3 clusters Score -8739495 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 40106 members 
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Mstep: Class 2 contains 40200 members 
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Mstep: Class 1 contains 7086 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8739669 nChanged 35
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8739765 nChanged 50
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Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8739828 nChanged 47
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Mstep: Class 1 contains 6036 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5527 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5425 members 
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Mstep: Class 2 contains 42022 members 
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Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4839 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8740168 nChanged 236
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	Iteration 177Q: 3 clusters Score -8740155 nChanged 260
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Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8740161 nChanged 238
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Mstep: Class 1 contains 3721 members 
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	Iteration 179Q: 3 clusters Score -8740135 nChanged 234
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	Iteration 180F: 3 clusters Score -8740102 nChanged 233
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	Iteration 181Q: 3 clusters Score -8740062 nChanged 241
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	Iteration 182Q: 3 clusters Score -8740021 nChanged 259
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	Iteration 183Q: 3 clusters Score -8739972 nChanged 247
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	Iteration 184Q: 3 clusters Score -8739910 nChanged 211
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Mstep: Class 1 contains 1755 members 
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Mstep: Class 1 contains 1583 members 
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	Iteration 189Q: 3 clusters Score -8739662 nChanged 163
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	Iteration 190Q: 3 clusters Score -8739643 nChanged 128
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Mstep: Class 1 contains 1200 members 
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	Iteration 192Q: 3 clusters Score -8739556 nChanged 77
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	Iteration 193Q: 3 clusters Score -8739492 nChanged 66
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Mstep: Class 1 contains 1059 members 
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	Iteration 195Q: 3 clusters Score -8739446 nChanged 58
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	Iteration 197Q: 3 clusters Score -8739412 nChanged 39
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	Iteration 212Q: 3 clusters Score -8739317 nChanged 5
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	Iteration 213Q: 3 clusters Score -8739311 nChanged 6
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	Iteration 215Q: 3 clusters Score -8739305 nChanged 6
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	Iteration 216Q: 3 clusters Score -8739299 nChanged 8
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	Iteration 217Q: 3 clusters Score -8739307 nChanged 8
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	Iteration 219Q: 3 clusters Score -8739307 nChanged 11
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	Iteration 220F: 3 clusters Score -8739310 nChanged 8
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	Iteration 221Q: 3 clusters Score -8739312 nChanged 7
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	Iteration 222Q: 3 clusters Score -8739317 nChanged 9
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Entering Unmasked Estep 
Score: -8739322.000000 Penalty: 5339.369141
	Iteration 223Q: 3 clusters Score -8739322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -8739315.000000 Penalty: 5339.369141
	Iteration 224Q: 3 clusters Score -8739315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -8739327.000000 Penalty: 5339.369141
	Iteration 225Q: 3 clusters Score -8739327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -8739314.000000 Penalty: 5339.369141
	Iteration 226Q: 3 clusters Score -8739314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -8739309.000000 Penalty: 5339.369141
	Iteration 227Q: 3 clusters Score -8739309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 46827 members 
Entering Unmasked Estep 
Score: -8739306.000000 Penalty: 5339.369141
	Iteration 228Q: 3 clusters Score -8739306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -8739307.000000 Penalty: 5339.369141
	Iteration 229Q: 3 clusters Score -8739307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -8739308.000000 Penalty: 5339.369141
	Iteration 230Q: 3 clusters Score -8739308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -8739315.000000 Penalty: 5339.369141
	Iteration 231Q: 3 clusters Score -8739315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -8739320.000000 Penalty: 5339.369141
	Iteration 232Q: 3 clusters Score -8739320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -8739321.000000 Penalty: 5339.369141
	Iteration 233Q: 3 clusters Score -8739321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -8739320.000000 Penalty: 5339.369141
	Iteration 234Q: 3 clusters Score -8739320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -8739322.000000 Penalty: 5339.369141
	Iteration 235Q: 3 clusters Score -8739322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -8739326.000000 Penalty: 5339.369141
	Iteration 236Q: 3 clusters Score -8739326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -8739319.000000 Penalty: 5339.369141
	Iteration 237Q: 3 clusters Score -8739319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -8739317.000000 Penalty: 5339.369141
	Iteration 238Q: 3 clusters Score -8739317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -8739319.000000 Penalty: 5339.369141
	Iteration 239Q: 3 clusters Score -8739319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -8739318.000000 Penalty: 5339.369141
	Iteration 240F: 3 clusters Score -8739318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Entering Unmasked Estep 
Score: -10693365.000000 Penalty: 2717.905762
	Iteration 0F: 2 clusters Score -1.069336e+07 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 28580 members 
Entering Unmasked Estep 
Score: -10663831.000000 Penalty: 5435.811523
	Iteration 0F: 3 clusters Score -1.066383e+07 nChanged 26640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -10679032.000000 Penalty: 5435.811523
	Iteration 1F: 3 clusters Score -1.067903e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -10680215.000000 Penalty: 5435.811523
	Iteration 2Q: 3 clusters Score -1.068022e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -10681651.000000 Penalty: 5435.811523
	Iteration 3F: 3 clusters Score -1.068165e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -10683342.000000 Penalty: 5435.811523
	Iteration 4F: 3 clusters Score -1.068334e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -10685551.000000 Penalty: 5435.811523
	Iteration 5F: 3 clusters Score -1.068555e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -10687978.000000 Penalty: 5435.811523
	Iteration 6F: 3 clusters Score -1.068798e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -10690395.000000 Penalty: 5435.811523
	Iteration 7F: 3 clusters Score -1.06904e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -10692471.000000 Penalty: 5435.811523
	Iteration 8F: 3 clusters Score -1.069247e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -10693742.000000 Penalty: 5435.811523
	Iteration 9Q: 3 clusters Score -1.069374e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -10694552.000000 Penalty: 5435.811523
	Iteration 10Q: 3 clusters Score -1.069455e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -10695169.000000 Penalty: 5435.811523
	Iteration 11Q: 3 clusters Score -1.069517e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -10695632.000000 Penalty: 5435.811523
	Iteration 12Q: 3 clusters Score -1.069563e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -10696134.000000 Penalty: 5435.811523
	Iteration 13Q: 3 clusters Score -1.069613e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -10696494.000000 Penalty: 5435.811523
	Iteration 14Q: 3 clusters Score -1.069649e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -10696822.000000 Penalty: 5435.811523
	Iteration 15Q: 3 clusters Score -1.069682e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -10697142.000000 Penalty: 5435.811523
	Iteration 16Q: 3 clusters Score -1.069714e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -10697444.000000 Penalty: 5435.811523
	Iteration 17Q: 3 clusters Score -1.069744e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -10697604.000000 Penalty: 5435.811523
	Iteration 18Q: 3 clusters Score -1.06976e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -10697777.000000 Penalty: 5435.811523
	Iteration 19Q: 3 clusters Score -1.069778e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -10697858.000000 Penalty: 5435.811523
	Iteration 20F: 3 clusters Score -1.069786e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -10697971.000000 Penalty: 5435.811523
	Iteration 21Q: 3 clusters Score -1.069797e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -10698100.000000 Penalty: 5435.811523
	Iteration 22Q: 3 clusters Score -1.06981e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -10698175.000000 Penalty: 5435.811523
	Iteration 23Q: 3 clusters Score -1.069818e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -10698137.000000 Penalty: 5435.811523
	Iteration 24Q: 3 clusters Score -1.069814e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -10698143.000000 Penalty: 5435.811523
	Iteration 25Q: 3 clusters Score -1.069814e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -10698102.000000 Penalty: 5435.811523
	Iteration 26Q: 3 clusters Score -1.06981e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -10697998.000000 Penalty: 5435.811523
	Iteration 27Q: 3 clusters Score -1.0698e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -10697850.000000 Penalty: 5435.811523
	Iteration 28Q: 3 clusters Score -1.069785e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -10697703.000000 Penalty: 5435.811523
	Iteration 29Q: 3 clusters Score -1.06977e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -10697540.000000 Penalty: 5435.811523
	Iteration 30Q: 3 clusters Score -1.069754e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -10697268.000000 Penalty: 5435.811523
	Iteration 31Q: 3 clusters Score -1.069727e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -10696984.000000 Penalty: 5435.811523
	Iteration 32Q: 3 clusters Score -1.069698e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -10696743.000000 Penalty: 5435.811523
	Iteration 33Q: 3 clusters Score -1.069674e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -10696239.000000 Penalty: 5435.811523
	Iteration 34Q: 3 clusters Score -1.069624e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -10695851.000000 Penalty: 5435.811523
	Iteration 35Q: 3 clusters Score -1.069585e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -10695555.000000 Penalty: 5435.811523
	Iteration 36Q: 3 clusters Score -1.069556e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -10695294.000000 Penalty: 5435.811523
	Iteration 37Q: 3 clusters Score -1.069529e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -10695131.000000 Penalty: 5435.811523
	Iteration 38Q: 3 clusters Score -1.069513e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -10695063.000000 Penalty: 5435.811523
	Iteration 39Q: 3 clusters Score -1.069506e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -10695013.000000 Penalty: 5435.811523
	Iteration 40F: 3 clusters Score -1.069501e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -10694881.000000 Penalty: 5435.811523
	Iteration 41Q: 3 clusters Score -1.069488e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -10694715.000000 Penalty: 5435.811523
	Iteration 42Q: 3 clusters Score -1.069472e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -10694536.000000 Penalty: 5435.811523
	Iteration 43Q: 3 clusters Score -1.069454e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -10694368.000000 Penalty: 5435.811523
	Iteration 44Q: 3 clusters Score -1.069437e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -10694209.000000 Penalty: 5435.811523
	Iteration 45Q: 3 clusters Score -1.069421e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 52701 members 
Entering Unmasked Estep 
Score: -10694095.000000 Penalty: 5435.811523
	Iteration 46Q: 3 clusters Score -1.06941e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -10693889.000000 Penalty: 5435.811523
	Iteration 47Q: 3 clusters Score -1.069389e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -10693692.000000 Penalty: 5435.811523
	Iteration 48Q: 3 clusters Score -1.069369e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -10693569.000000 Penalty: 5435.811523
	Iteration 49Q: 3 clusters Score -1.069357e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -10693428.000000 Penalty: 5435.811523
	Iteration 50Q: 3 clusters Score -1.069343e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -10693284.000000 Penalty: 5435.811523
	Iteration 51Q: 3 clusters Score -1.069328e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -10693118.000000 Penalty: 5435.811523
	Iteration 52Q: 3 clusters Score -1.069312e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -10693005.000000 Penalty: 5435.811523
	Iteration 53Q: 3 clusters Score -1.0693e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -10692873.000000 Penalty: 5435.811523
	Iteration 54Q: 3 clusters Score -1.069287e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -10692781.000000 Penalty: 5435.811523
	Iteration 55Q: 3 clusters Score -1.069278e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 55260 members 
Entering Unmasked Estep 
Score: -10692691.000000 Penalty: 5435.811523
	Iteration 56Q: 3 clusters Score -1.069269e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -10692550.000000 Penalty: 5435.811523
	Iteration 57Q: 3 clusters Score -1.069255e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -10692460.000000 Penalty: 5435.811523
	Iteration 58Q: 3 clusters Score -1.069246e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -10692324.000000 Penalty: 5435.811523
	Iteration 59Q: 3 clusters Score -1.069232e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 55818 members 
Entering Unmasked Estep 
Score: -10692263.000000 Penalty: 5435.811523
	Iteration 60F: 3 clusters Score -1.069226e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -10692201.000000 Penalty: 5435.811523
	Iteration 61Q: 3 clusters Score -1.06922e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -10692126.000000 Penalty: 5435.811523
	Iteration 62Q: 3 clusters Score -1.069213e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -10692025.000000 Penalty: 5435.811523
	Iteration 63Q: 3 clusters Score -1.069202e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -10691998.000000 Penalty: 5435.811523
	Iteration 64Q: 3 clusters Score -1.0692e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -10691947.000000 Penalty: 5435.811523
	Iteration 65Q: 3 clusters Score -1.069195e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -10691895.000000 Penalty: 5435.811523
	Iteration 66Q: 3 clusters Score -1.06919e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -10691896.000000 Penalty: 5435.811523
	Iteration 67Q: 3 clusters Score -1.06919e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -10691872.000000 Penalty: 5435.811523
	Iteration 68Q: 3 clusters Score -1.069187e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -10691853.000000 Penalty: 5435.811523
	Iteration 69Q: 3 clusters Score -1.069185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -10691823.000000 Penalty: 5435.811523
	Iteration 70Q: 3 clusters Score -1.069182e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -10691831.000000 Penalty: 5435.811523
	Iteration 71Q: 3 clusters Score -1.069183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -10691823.000000 Penalty: 5435.811523
	Iteration 72Q: 3 clusters Score -1.069182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 56684 members 
Entering Unmasked Estep 
Score: -10691816.000000 Penalty: 5435.811523
	Iteration 73Q: 3 clusters Score -1.069182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -10691804.000000 Penalty: 5435.811523
	Iteration 74Q: 3 clusters Score -1.06918e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -10691794.000000 Penalty: 5435.811523
	Iteration 75Q: 3 clusters Score -1.069179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -10691792.000000 Penalty: 5435.811523
	Iteration 76Q: 3 clusters Score -1.069179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -10691786.000000 Penalty: 5435.811523
	Iteration 77Q: 3 clusters Score -1.069179e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -10691778.000000 Penalty: 5435.811523
	Iteration 78Q: 3 clusters Score -1.069178e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -10691784.000000 Penalty: 5435.811523
	Iteration 79Q: 3 clusters Score -1.069178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -10691780.000000 Penalty: 5435.811523
	Iteration 80F: 3 clusters Score -1.069178e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 56737 members 
Entering Unmasked Estep 
Score: -10691789.000000 Penalty: 5435.811523
	Iteration 81Q: 3 clusters Score -1.069179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -10691789.000000 Penalty: 5435.811523
	Iteration 82Q: 3 clusters Score -1.069179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -10691783.000000 Penalty: 5435.811523
	Iteration 83Q: 3 clusters Score -1.069178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -10691788.000000 Penalty: 5435.811523
	Iteration 84Q: 3 clusters Score -1.069179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -10691783.000000 Penalty: 5435.811523
	Iteration 85Q: 3 clusters Score -1.069178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -10691783.000000 Penalty: 5435.811523
	Iteration 86Q: 3 clusters Score -1.069178e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -10691781.000000 Penalty: 5435.811523
	Iteration 87Q: 3 clusters Score -1.069178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -10691781.000000 Penalty: 5435.811523
	Iteration 88Q: 3 clusters Score -1.069178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 56761 members 
Entering Unmasked Estep 
Score: -10691780.000000 Penalty: 5435.811523
	Iteration 89Q: 3 clusters Score -1.069178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -10691799.000000 Penalty: 5435.811523
	Iteration 90Q: 3 clusters Score -1.06918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 56766 members 
Entering Unmasked Estep 
Score: -10691785.000000 Penalty: 5435.811523
	Iteration 91Q: 3 clusters Score -1.069178e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -10691796.000000 Penalty: 5435.811523
	Iteration 92Q: 3 clusters Score -1.06918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 56768 members 
Entering Unmasked Estep 
Score: -10691792.000000 Penalty: 5435.811523
	Iteration 93Q: 3 clusters Score -1.069179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 56769 members 
Entering Unmasked Estep 
Score: -10691796.000000 Penalty: 5435.811523
	Iteration 94Q: 3 clusters Score -1.06918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -10691791.000000 Penalty: 5435.811523
	Iteration 95Q: 3 clusters Score -1.069179e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -10691789.000000 Penalty: 5435.811523
	Iteration 96Q: 3 clusters Score -1.069179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -10691789.000000 Penalty: 5435.811523
	Iteration 97F: 3 clusters Score -1.069179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Entering Unmasked Estep 
Score: -3036983.000000 Penalty: 2409.421387
	Iteration 0F: 2 clusters Score -3036983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3025093.500000 Penalty: 4818.842773
	Iteration 0F: 3 clusters Score -3025094 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3029003.750000 Penalty: 4818.842773
	Iteration 1F: 3 clusters Score -3029004 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3029421.000000 Penalty: 4818.842773
	Iteration 2F: 3 clusters Score -3029421 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3029845.000000 Penalty: 4818.842773
	Iteration 3F: 3 clusters Score -3029845 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -3030278.750000 Penalty: 4818.842773
	Iteration 4Q: 3 clusters Score -3030279 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3030741.750000 Penalty: 4818.842773
	Iteration 5Q: 3 clusters Score -3030742 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -3031292.250000 Penalty: 4818.842773
	Iteration 6F: 3 clusters Score -3031292 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3031867.750000 Penalty: 4818.842773
	Iteration 7F: 3 clusters Score -3031868 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -3032528.250000 Penalty: 4818.842773
	Iteration 8F: 3 clusters Score -3032528 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -3033226.500000 Penalty: 4818.842773
	Iteration 9F: 3 clusters Score -3033226 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -3033785.250000 Penalty: 4818.842773
	Iteration 10Q: 3 clusters Score -3033785 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3034163.500000 Penalty: 4818.842773
	Iteration 11Q: 3 clusters Score -3034164 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -3034409.000000 Penalty: 4818.842773
	Iteration 12Q: 3 clusters Score -3034409 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3034550.500000 Penalty: 4818.842773
	Iteration 13Q: 3 clusters Score -3034550 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -3034622.000000 Penalty: 4818.842773
	Iteration 14Q: 3 clusters Score -3034622 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -3034674.500000 Penalty: 4818.842773
	Iteration 15Q: 3 clusters Score -3034674 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3034737.750000 Penalty: 4818.842773
	Iteration 16Q: 3 clusters Score -3034738 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -3034768.750000 Penalty: 4818.842773
	Iteration 17Q: 3 clusters Score -3034769 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3034796.000000 Penalty: 4818.842773
	Iteration 18Q: 3 clusters Score -3034796 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3034808.500000 Penalty: 4818.842773
	Iteration 19Q: 3 clusters Score -3034808 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -3034828.000000 Penalty: 4818.842773
	Iteration 20F: 3 clusters Score -3034828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3034842.500000 Penalty: 4818.842773
	Iteration 21Q: 3 clusters Score -3034842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -3034848.250000 Penalty: 4818.842773
	Iteration 22Q: 3 clusters Score -3034848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3034849.250000 Penalty: 4818.842773
	Iteration 23Q: 3 clusters Score -3034849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -3034855.750000 Penalty: 4818.842773
	Iteration 24Q: 3 clusters Score -3034856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -3034869.500000 Penalty: 4818.842773
	Iteration 25Q: 3 clusters Score -3034870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3034871.750000 Penalty: 4818.842773
	Iteration 26Q: 3 clusters Score -3034872 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -3034880.250000 Penalty: 4818.842773
	Iteration 27Q: 3 clusters Score -3034880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3034880.500000 Penalty: 4818.842773
	Iteration 28Q: 3 clusters Score -3034880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -3034886.750000 Penalty: 4818.842773
	Iteration 29Q: 3 clusters Score -3034887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3034891.750000 Penalty: 4818.842773
	Iteration 30Q: 3 clusters Score -3034892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -3034891.000000 Penalty: 4818.842773
	Iteration 31Q: 3 clusters Score -3034891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3034905.500000 Penalty: 4818.842773
	Iteration 32Q: 3 clusters Score -3034906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3034909.500000 Penalty: 4818.842773
	Iteration 33Q: 3 clusters Score -3034910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3034915.000000 Penalty: 4818.842773
	Iteration 34Q: 3 clusters Score -3034915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3034916.250000 Penalty: 4818.842773
	Iteration 35Q: 3 clusters Score -3034916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3034919.500000 Penalty: 4818.842773
	Iteration 36Q: 3 clusters Score -3034920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -3034917.500000 Penalty: 4818.842773
	Iteration 37Q: 3 clusters Score -3034918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3034922.000000 Penalty: 4818.842773
	Iteration 38Q: 3 clusters Score -3034922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3034919.750000 Penalty: 4818.842773
	Iteration 39Q: 3 clusters Score -3034920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3034920.250000 Penalty: 4818.842773
	Iteration 40F: 3 clusters Score -3034920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3034923.250000 Penalty: 4818.842773
	Iteration 41Q: 3 clusters Score -3034923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -3034921.750000 Penalty: 4818.842773
	Iteration 42Q: 3 clusters Score -3034922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3034926.500000 Penalty: 4818.842773
	Iteration 43Q: 3 clusters Score -3034926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -3034933.750000 Penalty: 4818.842773
	Iteration 44Q: 3 clusters Score -3034934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3034938.250000 Penalty: 4818.842773
	Iteration 45Q: 3 clusters Score -3034938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3034942.250000 Penalty: 4818.842773
	Iteration 46Q: 3 clusters Score -3034942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3034940.250000 Penalty: 4818.842773
	Iteration 47Q: 3 clusters Score -3034940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3034943.500000 Penalty: 4818.842773
	Iteration 48Q: 3 clusters Score -3034944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3034951.250000 Penalty: 4818.842773
	Iteration 49Q: 3 clusters Score -3034951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3034949.000000 Penalty: 4818.842773
	Iteration 50Q: 3 clusters Score -3034949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3034936.500000 Penalty: 4818.842773
	Iteration 51Q: 3 clusters Score -3034936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3034940.500000 Penalty: 4818.842773
	Iteration 52Q: 3 clusters Score -3034940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -3034947.000000 Penalty: 4818.842773
	Iteration 53Q: 3 clusters Score -3034947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3034951.500000 Penalty: 4818.842773
	Iteration 54Q: 3 clusters Score -3034952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -3034953.000000 Penalty: 4818.842773
	Iteration 55Q: 3 clusters Score -3034953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -3034956.750000 Penalty: 4818.842773
	Iteration 56Q: 3 clusters Score -3034957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3034956.500000 Penalty: 4818.842773
	Iteration 57Q: 3 clusters Score -3034956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3034952.750000 Penalty: 4818.842773
	Iteration 58Q: 3 clusters Score -3034953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3034958.750000 Penalty: 4818.842773
	Iteration 59Q: 3 clusters Score -3034959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3034959.750000 Penalty: 4818.842773
	Iteration 60F: 3 clusters Score -3034960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3034959.500000 Penalty: 4818.842773
	Iteration 61Q: 3 clusters Score -3034960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3034969.500000 Penalty: 4818.842773
	Iteration 62Q: 3 clusters Score -3034970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3034966.000000 Penalty: 4818.842773
	Iteration 63Q: 3 clusters Score -3034966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3034971.750000 Penalty: 4818.842773
	Iteration 64Q: 3 clusters Score -3034972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3034976.000000 Penalty: 4818.842773
	Iteration 65Q: 3 clusters Score -3034976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3034979.000000 Penalty: 4818.842773
	Iteration 66Q: 3 clusters Score -3034979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3034975.000000 Penalty: 4818.842773
	Iteration 67Q: 3 clusters Score -3034975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3034979.750000 Penalty: 4818.842773
	Iteration 68Q: 3 clusters Score -3034980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3034978.500000 Penalty: 4818.842773
	Iteration 69Q: 3 clusters Score -3034978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -3034982.250000 Penalty: 4818.842773
	Iteration 70Q: 3 clusters Score -3034982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3034985.000000 Penalty: 4818.842773
	Iteration 71Q: 3 clusters Score -3034985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -3034988.250000 Penalty: 4818.842773
	Iteration 72Q: 3 clusters Score -3034988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -3034984.000000 Penalty: 4818.842773
	Iteration 73Q: 3 clusters Score -3034984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3034982.250000 Penalty: 4818.842773
	Iteration 74Q: 3 clusters Score -3034982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -3034977.000000 Penalty: 4818.842773
	Iteration 75Q: 3 clusters Score -3034977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3034984.000000 Penalty: 4818.842773
	Iteration 76Q: 3 clusters Score -3034984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -3034991.750000 Penalty: 4818.842773
	Iteration 77Q: 3 clusters Score -3034992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -3034989.500000 Penalty: 4818.842773
	Iteration 78Q: 3 clusters Score -3034990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -3034995.750000 Penalty: 4818.842773
	Iteration 79Q: 3 clusters Score -3034996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3034994.500000 Penalty: 4818.842773
	Iteration 80F: 3 clusters Score -3034994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3034993.750000 Penalty: 4818.842773
	Iteration 81Q: 3 clusters Score -3034994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3034993.000000 Penalty: 4818.842773
	Iteration 82Q: 3 clusters Score -3034993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3034996.250000 Penalty: 4818.842773
	Iteration 83Q: 3 clusters Score -3034996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3034996.250000 Penalty: 4818.842773
	Iteration 84F: 3 clusters Score -3034996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Entering Unmasked Estep 
Score: -529577.687500 Penalty: 1988.945435
	Iteration 0F: 2 clusters Score -529577.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -526260.937500 Penalty: 3977.890869
	Iteration 0F: 3 clusters Score -526260.9 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -526950.000000 Penalty: 3977.890869
	Iteration 1F: 3 clusters Score -526950 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -527114.312500 Penalty: 3977.890869
	Iteration 2F: 3 clusters Score -527114.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -527227.437500 Penalty: 3977.890869
	Iteration 3Q: 3 clusters Score -527227.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -527318.375000 Penalty: 3977.890869
	Iteration 4Q: 3 clusters Score -527318.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -527396.500000 Penalty: 3977.890869
	Iteration 5Q: 3 clusters Score -527396.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -527459.500000 Penalty: 3977.890869
	Iteration 6Q: 3 clusters Score -527459.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -527528.562500 Penalty: 3977.890869
	Iteration 7Q: 3 clusters Score -527528.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -527584.437500 Penalty: 3977.890869
	Iteration 8Q: 3 clusters Score -527584.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -527637.062500 Penalty: 3977.890869
	Iteration 9Q: 3 clusters Score -527637.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -527694.187500 Penalty: 3977.890869
	Iteration 10Q: 3 clusters Score -527694.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -527731.250000 Penalty: 3977.890869
	Iteration 11Q: 3 clusters Score -527731.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -527769.375000 Penalty: 3977.890869
	Iteration 12Q: 3 clusters Score -527769.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -527807.000000 Penalty: 3977.890869
	Iteration 13Q: 3 clusters Score -527807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -527843.687500 Penalty: 3977.890869
	Iteration 14Q: 3 clusters Score -527843.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -527889.250000 Penalty: 3977.890869
	Iteration 15Q: 3 clusters Score -527889.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -527931.312500 Penalty: 3977.890869
	Iteration 16Q: 3 clusters Score -527931.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -527962.125000 Penalty: 3977.890869
	Iteration 17Q: 3 clusters Score -527962.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -527985.437500 Penalty: 3977.890869
	Iteration 18Q: 3 clusters Score -527985.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -528006.125000 Penalty: 3977.890869
	Iteration 19Q: 3 clusters Score -528006.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -528018.187500 Penalty: 3977.890869
	Iteration 20F: 3 clusters Score -528018.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -528031.625000 Penalty: 3977.890869
	Iteration 21Q: 3 clusters Score -528031.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -528043.937500 Penalty: 3977.890869
	Iteration 22Q: 3 clusters Score -528043.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -528052.125000 Penalty: 3977.890869
	Iteration 23Q: 3 clusters Score -528052.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -528057.812500 Penalty: 3977.890869
	Iteration 24Q: 3 clusters Score -528057.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -528065.625000 Penalty: 3977.890869
	Iteration 25Q: 3 clusters Score -528065.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -528076.937500 Penalty: 3977.890869
	Iteration 26Q: 3 clusters Score -528076.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -528086.187500 Penalty: 3977.890869
	Iteration 27Q: 3 clusters Score -528086.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -528091.875000 Penalty: 3977.890869
	Iteration 28Q: 3 clusters Score -528091.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -528096.750000 Penalty: 3977.890869
	Iteration 29Q: 3 clusters Score -528096.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -528100.937500 Penalty: 3977.890869
	Iteration 30Q: 3 clusters Score -528100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -528104.125000 Penalty: 3977.890869
	Iteration 31Q: 3 clusters Score -528104.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -528108.750000 Penalty: 3977.890869
	Iteration 32Q: 3 clusters Score -528108.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -528117.875000 Penalty: 3977.890869
	Iteration 33Q: 3 clusters Score -528117.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -528127.000000 Penalty: 3977.890869
	Iteration 34Q: 3 clusters Score -528127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -528131.687500 Penalty: 3977.890869
	Iteration 35Q: 3 clusters Score -528131.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -528136.375000 Penalty: 3977.890869
	Iteration 36Q: 3 clusters Score -528136.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -528141.812500 Penalty: 3977.890869
	Iteration 37Q: 3 clusters Score -528141.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -528147.187500 Penalty: 3977.890869
	Iteration 38Q: 3 clusters Score -528147.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -528157.062500 Penalty: 3977.890869
	Iteration 39Q: 3 clusters Score -528157.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -528162.937500 Penalty: 3977.890869
	Iteration 40F: 3 clusters Score -528162.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -528170.375000 Penalty: 3977.890869
	Iteration 41Q: 3 clusters Score -528170.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -528180.562500 Penalty: 3977.890869
	Iteration 42Q: 3 clusters Score -528180.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -528192.125000 Penalty: 3977.890869
	Iteration 43Q: 3 clusters Score -528192.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -528198.000000 Penalty: 3977.890869
	Iteration 44Q: 3 clusters Score -528198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -528204.500000 Penalty: 3977.890869
	Iteration 45Q: 3 clusters Score -528204.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -528210.750000 Penalty: 3977.890869
	Iteration 46Q: 3 clusters Score -528210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -528215.187500 Penalty: 3977.890869
	Iteration 47Q: 3 clusters Score -528215.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -528219.625000 Penalty: 3977.890869
	Iteration 48Q: 3 clusters Score -528219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -528220.312500 Penalty: 3977.890869
	Iteration 49Q: 3 clusters Score -528220.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -528222.062500 Penalty: 3977.890869
	Iteration 50Q: 3 clusters Score -528222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -528222.750000 Penalty: 3977.890869
	Iteration 51Q: 3 clusters Score -528222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -528222.687500 Penalty: 3977.890869
	Iteration 52Q: 3 clusters Score -528222.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -528222.687500 Penalty: 3977.890869
	Iteration 53F: 3 clusters Score -528222.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Entering Unmasked Estep 
Score: -8079041.000000 Penalty: 2650.472656
	Iteration 0F: 2 clusters Score -8079041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -8049899.000000 Penalty: 5300.945312
	Iteration 0F: 3 clusters Score -8049899 nChanged 20016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -8060857.000000 Penalty: 5300.945312
	Iteration 1F: 3 clusters Score -8060857 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -8061268.500000 Penalty: 5300.945312
	Iteration 2Q: 3 clusters Score -8061268 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -8061572.500000 Penalty: 5300.945312
	Iteration 3Q: 3 clusters Score -8061572 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -8061780.500000 Penalty: 5300.945312
	Iteration 4Q: 3 clusters Score -8061780 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -8062058.500000 Penalty: 5300.945312
	Iteration 5Q: 3 clusters Score -8062058 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -8062235.500000 Penalty: 5300.945312
	Iteration 6Q: 3 clusters Score -8062236 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -8062489.500000 Penalty: 5300.945312
	Iteration 7Q: 3 clusters Score -8062490 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -8062702.000000 Penalty: 5300.945312
	Iteration 8Q: 3 clusters Score -8062702 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -8062986.500000 Penalty: 5300.945312
	Iteration 9Q: 3 clusters Score -8062986 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -8063387.000000 Penalty: 5300.945312
	Iteration 10Q: 3 clusters Score -8063387 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -8063951.000000 Penalty: 5300.945312
	Iteration 11Q: 3 clusters Score -8063951 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -8064789.500000 Penalty: 5300.945312
	Iteration 12Q: 3 clusters Score -8064790 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -8066017.000000 Penalty: 5300.945312
	Iteration 13F: 3 clusters Score -8066017 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -8067699.500000 Penalty: 5300.945312
	Iteration 14F: 3 clusters Score -8067700 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -8069800.000000 Penalty: 5300.945312
	Iteration 15F: 3 clusters Score -8069800 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -8071897.500000 Penalty: 5300.945312
	Iteration 16F: 3 clusters Score -8071898 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -8073576.500000 Penalty: 5300.945312
	Iteration 17Q: 3 clusters Score -8073576 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -8074735.000000 Penalty: 5300.945312
	Iteration 18Q: 3 clusters Score -8074735 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8075466.500000 Penalty: 5300.945312
	Iteration 19Q: 3 clusters Score -8075466 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8075917.500000 Penalty: 5300.945312
	Iteration 20F: 3 clusters Score -8075918 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8076223.500000 Penalty: 5300.945312
	Iteration 21Q: 3 clusters Score -8076224 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8076425.500000 Penalty: 5300.945312
	Iteration 22Q: 3 clusters Score -8076426 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8076558.000000 Penalty: 5300.945312
	Iteration 23Q: 3 clusters Score -8076558 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8076640.000000 Penalty: 5300.945312
	Iteration 24Q: 3 clusters Score -8076640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8076670.000000 Penalty: 5300.945312
	Iteration 25Q: 3 clusters Score -8076670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8076704.500000 Penalty: 5300.945312
	Iteration 26Q: 3 clusters Score -8076704 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8076718.000000 Penalty: 5300.945312
	Iteration 27Q: 3 clusters Score -8076718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8076744.000000 Penalty: 5300.945312
	Iteration 28Q: 3 clusters Score -8076744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8076748.000000 Penalty: 5300.945312
	Iteration 29Q: 3 clusters Score -8076748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8076758.500000 Penalty: 5300.945312
	Iteration 30Q: 3 clusters Score -8076758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8076776.000000 Penalty: 5300.945312
	Iteration 31Q: 3 clusters Score -8076776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8076786.500000 Penalty: 5300.945312
	Iteration 32Q: 3 clusters Score -8076786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8076783.000000 Penalty: 5300.945312
	Iteration 33Q: 3 clusters Score -8076783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8076814.000000 Penalty: 5300.945312
	Iteration 34Q: 3 clusters Score -8076814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8076820.500000 Penalty: 5300.945312
	Iteration 35Q: 3 clusters Score -8076820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8076820.500000 Penalty: 5300.945312
	Iteration 36Q: 3 clusters Score -8076820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8076822.500000 Penalty: 5300.945312
	Iteration 37Q: 3 clusters Score -8076822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8076830.500000 Penalty: 5300.945312
	Iteration 38Q: 3 clusters Score -8076830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8076828.500000 Penalty: 5300.945312
	Iteration 39Q: 3 clusters Score -8076828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8076831.500000 Penalty: 5300.945312
	Iteration 40F: 3 clusters Score -8076832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8076836.500000 Penalty: 5300.945312
	Iteration 41Q: 3 clusters Score -8076836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8076841.000000 Penalty: 5300.945312
	Iteration 42Q: 3 clusters Score -8076841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8076832.500000 Penalty: 5300.945312
	Iteration 43Q: 3 clusters Score -8076832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8076834.000000 Penalty: 5300.945312
	Iteration 44Q: 3 clusters Score -8076834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8076828.500000 Penalty: 5300.945312
	Iteration 45Q: 3 clusters Score -8076828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8076828.500000 Penalty: 5300.945312
	Iteration 46F: 3 clusters Score -8076828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Entering Unmasked Estep 
Score: -8983747.000000 Penalty: 2675.833008
	Iteration 0F: 2 clusters Score -8983747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -8954866.000000 Penalty: 5351.666016
	Iteration 0F: 3 clusters Score -8954866 nChanged 22655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -8967817.000000 Penalty: 5351.666016
	Iteration 1F: 3 clusters Score -8967817 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -8968543.000000 Penalty: 5351.666016
	Iteration 2Q: 3 clusters Score -8968543 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -8969377.000000 Penalty: 5351.666016
	Iteration 3Q: 3 clusters Score -8969377 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -8970455.000000 Penalty: 5351.666016
	Iteration 4Q: 3 clusters Score -8970455 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -8971850.000000 Penalty: 5351.666016
	Iteration 5F: 3 clusters Score -8971850 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -8973813.000000 Penalty: 5351.666016
	Iteration 6F: 3 clusters Score -8973813 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -8976357.000000 Penalty: 5351.666016
	Iteration 7F: 3 clusters Score -8976357 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -8978922.000000 Penalty: 5351.666016
	Iteration 8F: 3 clusters Score -8978922 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -8980669.000000 Penalty: 5351.666016
	Iteration 9F: 3 clusters Score -8980669 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8981340.000000 Penalty: 5351.666016
	Iteration 10Q: 3 clusters Score -8981340 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8981559.000000 Penalty: 5351.666016
	Iteration 11Q: 3 clusters Score -8981559 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8981606.000000 Penalty: 5351.666016
	Iteration 12Q: 3 clusters Score -8981606 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8981684.000000 Penalty: 5351.666016
	Iteration 13Q: 3 clusters Score -8981684 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8981700.000000 Penalty: 5351.666016
	Iteration 14Q: 3 clusters Score -8981700 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8981697.000000 Penalty: 5351.666016
	Iteration 15Q: 3 clusters Score -8981697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8981700.000000 Penalty: 5351.666016
	Iteration 16Q: 3 clusters Score -8981700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8981714.000000 Penalty: 5351.666016
	Iteration 17Q: 3 clusters Score -8981714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8981719.000000 Penalty: 5351.666016
	Iteration 18Q: 3 clusters Score -8981719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8981726.000000 Penalty: 5351.666016
	Iteration 19Q: 3 clusters Score -8981726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8981727.000000 Penalty: 5351.666016
	Iteration 20F: 3 clusters Score -8981727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8981723.000000 Penalty: 5351.666016
	Iteration 21Q: 3 clusters Score -8981723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48131 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8981725.000000 Penalty: 5351.666016
	Iteration 22Q: 3 clusters Score -8981725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8981733.000000 Penalty: 5351.666016
	Iteration 23Q: 3 clusters Score -8981733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8981739.000000 Penalty: 5351.666016
	Iteration 24Q: 3 clusters Score -8981739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8981742.000000 Penalty: 5351.666016
	Iteration 25Q: 3 clusters Score -8981742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8981746.000000 Penalty: 5351.666016
	Iteration 26Q: 3 clusters Score -8981746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8981750.000000 Penalty: 5351.666016
	Iteration 27Q: 3 clusters Score -8981750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8981750.000000 Penalty: 5351.666016
	Iteration 28F: 3 clusters Score -8981750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -244965.343750 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -244965.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -242783.687500 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -242783.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -243547.609375 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -243547.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -244110.125000 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -244110.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -244618.015625 Penalty: 3633.927002
	Iteration 3F: 3 clusters Score -244618 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -244894.906250 Penalty: 3633.927002
	Iteration 4F: 3 clusters Score -244894.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -244996.078125 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -244996.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -245030.578125 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -245030.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -245045.687500 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -245045.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -245050.515625 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -245050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -245051.687500 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -245051.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -245053.875000 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -245053.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -245053.875000 Penalty: 3633.927002
	Iteration 11F: 3 clusters Score -245053.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43667 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 56998 members 
Mstep: Class 5 contains 43439 members 
Mstep: Class 6 contains 45186 members 
Mstep: Class 7 contains 43122 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 7651 members 
Mstep: Class 12 contains 48908 members 
Mstep: Class 13 contains 39510 members 
Mstep: Class 14 contains 47328 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 57486 members 
Mstep: Class 17 contains 16571 members 
Mstep: Class 18 contains 3041 members 
Mstep: Class 19 contains 43800 members 
Mstep: Class 20 contains 48516 members 
Mstep: Class 21 contains 867 members 
Mstep: Class 22 contains 49346 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47057 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
Score: -126906720.000000 Penalty: 83433.343750
Splitting cluster 21 changes total score from -126908800.000000 to -126906720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (49346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Entering Unmasked Estep 
Score: -9158299.000000 Penalty: 2680.039795
	Iteration 0F: 2 clusters Score -9158299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -9129807.000000 Penalty: 5360.079590
	Iteration 0F: 3 clusters Score -9129807 nChanged 22658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -9142309.000000 Penalty: 5360.079590
	Iteration 1F: 3 clusters Score -9142309 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -9142900.000000 Penalty: 5360.079590
	Iteration 2Q: 3 clusters Score -9142900 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -9143515.000000 Penalty: 5360.079590
	Iteration 3Q: 3 clusters Score -9143515 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -9144320.000000 Penalty: 5360.079590
	Iteration 4Q: 3 clusters Score -9144320 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -9145541.000000 Penalty: 5360.079590
	Iteration 5F: 3 clusters Score -9145541 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -9147582.000000 Penalty: 5360.079590
	Iteration 6F: 3 clusters Score -9147582 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -9150586.000000 Penalty: 5360.079590
	Iteration 7F: 3 clusters Score -9150586 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -9154103.000000 Penalty: 5360.079590
	Iteration 8F: 3 clusters Score -9154103 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -9156030.000000 Penalty: 5360.079590
	Iteration 9F: 3 clusters Score -9156030 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9156335.000000 Penalty: 5360.079590
	Iteration 10Q: 3 clusters Score -9156335 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9156271.000000 Penalty: 5360.079590
	Iteration 11Q: 3 clusters Score -9156271 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9156147.000000 Penalty: 5360.079590
	Iteration 12Q: 3 clusters Score -9156147 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9156148.000000 Penalty: 5360.079590
	Iteration 13Q: 3 clusters Score -9156148 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48987 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9156173.000000 Penalty: 5360.079590
	Iteration 14Q: 3 clusters Score -9156173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9156180.000000 Penalty: 5360.079590
	Iteration 15Q: 3 clusters Score -9156180 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9156193.000000 Penalty: 5360.079590
	Iteration 16Q: 3 clusters Score -9156193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9156202.000000 Penalty: 5360.079590
	Iteration 17Q: 3 clusters Score -9156202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9156202.000000 Penalty: 5360.079590
	Iteration 18Q: 3 clusters Score -9156202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9156212.000000 Penalty: 5360.079590
	Iteration 19Q: 3 clusters Score -9156212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9156213.000000 Penalty: 5360.079590
	Iteration 20F: 3 clusters Score -9156213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9156214.000000 Penalty: 5360.079590
	Iteration 21Q: 3 clusters Score -9156214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9156212.000000 Penalty: 5360.079590
	Iteration 22Q: 3 clusters Score -9156212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9156204.000000 Penalty: 5360.079590
	Iteration 23Q: 3 clusters Score -9156204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9156211.000000 Penalty: 5360.079590
	Iteration 24Q: 3 clusters Score -9156211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9156201.000000 Penalty: 5360.079590
	Iteration 25Q: 3 clusters Score -9156201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9156212.000000 Penalty: 5360.079590
	Iteration 26Q: 3 clusters Score -9156212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9156214.000000 Penalty: 5360.079590
	Iteration 27Q: 3 clusters Score -9156214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9156213.000000 Penalty: 5360.079590
	Iteration 28Q: 3 clusters Score -9156213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9156214.000000 Penalty: 5360.079590
	Iteration 29Q: 3 clusters Score -9156214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9156214.000000 Penalty: 5360.079590
	Iteration 30F: 3 clusters Score -9156214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -117013.328125 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -117013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -115275.179688 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -115275.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -115898.320312 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -115898.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -116446.273438 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -116446.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -116885.062500 Penalty: 3357.742432
	Iteration 3F: 3 clusters Score -116885.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117147.812500 Penalty: 3357.742432
	Iteration 4F: 3 clusters Score -117147.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117262.218750 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -117262.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117332.367188 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -117332.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -117369.375000 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -117369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117376.992188 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -117377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117378.328125 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -117378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117381.218750 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -117381.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117387.039062 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -117387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117387.039062 Penalty: 3357.742432
	Iteration 12F: 3 clusters Score -117387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43667 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 56998 members 
Mstep: Class 5 contains 43439 members 
Mstep: Class 6 contains 45186 members 
Mstep: Class 7 contains 43122 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 7651 members 
Mstep: Class 12 contains 48908 members 
Mstep: Class 13 contains 39510 members 
Mstep: Class 14 contains 47328 members 
Mstep: Class 15 contains 472 members 
Mstep: Class 16 contains 57486 members 
Mstep: Class 17 contains 16571 members 
Mstep: Class 18 contains 3041 members 
Mstep: Class 19 contains 43800 members 
Mstep: Class 20 contains 48516 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 49346 members 
Mstep: Class 23 contains 399 members 
Mstep: Class 24 contains 47057 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
Score: -126906864.000000 Penalty: 83433.343750
Splitting cluster 23 changes total score from -126908800.000000 to -126906864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (47057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Entering Unmasked Estep 
Score: -8741089.000000 Penalty: 2668.260498
	Iteration 0F: 2 clusters Score -8741089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 23599 members 
Entering Unmasked Estep 
Score: -8711115.000000 Penalty: 5336.520996
	Iteration 0F: 3 clusters Score -8711115 nChanged 21784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -8723041.000000 Penalty: 5336.520996
	Iteration 1F: 3 clusters Score -8723041 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -8723593.000000 Penalty: 5336.520996
	Iteration 2Q: 3 clusters Score -8723593 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -8724163.000000 Penalty: 5336.520996
	Iteration 3Q: 3 clusters Score -8724163 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -8724792.000000 Penalty: 5336.520996
	Iteration 4Q: 3 clusters Score -8724792 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -8725647.000000 Penalty: 5336.520996
	Iteration 5Q: 3 clusters Score -8725647 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -8726897.000000 Penalty: 5336.520996
	Iteration 6Q: 3 clusters Score -8726897 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -8728792.000000 Penalty: 5336.520996
	Iteration 7F: 3 clusters Score -8728792 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -8731394.000000 Penalty: 5336.520996
	Iteration 8F: 3 clusters Score -8731394 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -8734032.000000 Penalty: 5336.520996
	Iteration 9F: 3 clusters Score -8734032 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -8735631.000000 Penalty: 5336.520996
	Iteration 10F: 3 clusters Score -8735631 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -8736230.000000 Penalty: 5336.520996
	Iteration 11Q: 3 clusters Score -8736230 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -8736530.000000 Penalty: 5336.520996
	Iteration 12Q: 3 clusters Score -8736530 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -8736780.000000 Penalty: 5336.520996
	Iteration 13Q: 3 clusters Score -8736780 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -8736969.000000 Penalty: 5336.520996
	Iteration 14Q: 3 clusters Score -8736969 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -8737122.000000 Penalty: 5336.520996
	Iteration 15Q: 3 clusters Score -8737122 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -8737273.000000 Penalty: 5336.520996
	Iteration 16Q: 3 clusters Score -8737273 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -8737395.000000 Penalty: 5336.520996
	Iteration 17Q: 3 clusters Score -8737395 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -8737597.000000 Penalty: 5336.520996
	Iteration 18Q: 3 clusters Score -8737597 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -8737698.000000 Penalty: 5336.520996
	Iteration 19Q: 3 clusters Score -8737698 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -8737828.000000 Penalty: 5336.520996
	Iteration 20F: 3 clusters Score -8737828 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -8737940.000000 Penalty: 5336.520996
	Iteration 21Q: 3 clusters Score -8737940 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -8738061.000000 Penalty: 5336.520996
	Iteration 22Q: 3 clusters Score -8738061 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -8738111.000000 Penalty: 5336.520996
	Iteration 23Q: 3 clusters Score -8738111 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -8738192.000000 Penalty: 5336.520996
	Iteration 24Q: 3 clusters Score -8738192 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -8738283.000000 Penalty: 5336.520996
	Iteration 25Q: 3 clusters Score -8738283 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -8738377.000000 Penalty: 5336.520996
	Iteration 26Q: 3 clusters Score -8738377 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -8738429.000000 Penalty: 5336.520996
	Iteration 27Q: 3 clusters Score -8738429 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -8738534.000000 Penalty: 5336.520996
	Iteration 28Q: 3 clusters Score -8738534 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -8738678.000000 Penalty: 5336.520996
	Iteration 29Q: 3 clusters Score -8738678 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -8738870.000000 Penalty: 5336.520996
	Iteration 30Q: 3 clusters Score -8738870 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -8739034.000000 Penalty: 5336.520996
	Iteration 31Q: 3 clusters Score -8739034 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -8739125.000000 Penalty: 5336.520996
	Iteration 32Q: 3 clusters Score -8739125 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -8739225.000000 Penalty: 5336.520996
	Iteration 33Q: 3 clusters Score -8739225 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -8739218.000000 Penalty: 5336.520996
	Iteration 34Q: 3 clusters Score -8739218 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8739275.000000 Penalty: 5336.520996
	Iteration 35Q: 3 clusters Score -8739275 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -8739254.000000 Penalty: 5336.520996
	Iteration 36Q: 3 clusters Score -8739254 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -8739251.000000 Penalty: 5336.520996
	Iteration 37Q: 3 clusters Score -8739251 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -8739270.000000 Penalty: 5336.520996
	Iteration 38Q: 3 clusters Score -8739270 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8739283.000000 Penalty: 5336.520996
	Iteration 39Q: 3 clusters Score -8739283 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -8739274.000000 Penalty: 5336.520996
	Iteration 40F: 3 clusters Score -8739274 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -8739292.000000 Penalty: 5336.520996
	Iteration 41Q: 3 clusters Score -8739292 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -8739249.000000 Penalty: 5336.520996
	Iteration 42Q: 3 clusters Score -8739249 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -8739221.000000 Penalty: 5336.520996
	Iteration 43Q: 3 clusters Score -8739221 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -8739207.000000 Penalty: 5336.520996
	Iteration 44Q: 3 clusters Score -8739207 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -8739213.000000 Penalty: 5336.520996
	Iteration 45Q: 3 clusters Score -8739213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -8739211.000000 Penalty: 5336.520996
	Iteration 46Q: 3 clusters Score -8739211 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -8739196.000000 Penalty: 5336.520996
	Iteration 47Q: 3 clusters Score -8739196 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -8739203.000000 Penalty: 5336.520996
	Iteration 48Q: 3 clusters Score -8739203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -8739212.000000 Penalty: 5336.520996
	Iteration 49Q: 3 clusters Score -8739212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -8739188.000000 Penalty: 5336.520996
	Iteration 50Q: 3 clusters Score -8739188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -8739192.000000 Penalty: 5336.520996
	Iteration 51Q: 3 clusters Score -8739192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -8739183.000000 Penalty: 5336.520996
	Iteration 52Q: 3 clusters Score -8739183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -8739173.000000 Penalty: 5336.520996
	Iteration 53Q: 3 clusters Score -8739173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -8739179.000000 Penalty: 5336.520996
	Iteration 54Q: 3 clusters Score -8739179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -8739183.000000 Penalty: 5336.520996
	Iteration 55Q: 3 clusters Score -8739183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -8739176.000000 Penalty: 5336.520996
	Iteration 56Q: 3 clusters Score -8739176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -8739169.000000 Penalty: 5336.520996
	Iteration 57Q: 3 clusters Score -8739169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -8739168.000000 Penalty: 5336.520996
	Iteration 58Q: 3 clusters Score -8739168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -8739170.000000 Penalty: 5336.520996
	Iteration 59Q: 3 clusters Score -8739170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -8739161.000000 Penalty: 5336.520996
	Iteration 60F: 3 clusters Score -8739161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -8739158.000000 Penalty: 5336.520996
	Iteration 61Q: 3 clusters Score -8739158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -8739158.000000 Penalty: 5336.520996
	Iteration 62F: 3 clusters Score -8739158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Entering Unmasked Estep 
Score: -83120.390625 Penalty: 1558.927490
	Iteration 0F: 2 clusters Score -83120.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -81755.015625 Penalty: 3117.854980
	Iteration 0F: 3 clusters Score -81755.02 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -82097.750000 Penalty: 3117.854980
	Iteration 1F: 3 clusters Score -82097.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -82293.054688 Penalty: 3117.854980
	Iteration 2F: 3 clusters Score -82293.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -82424.304688 Penalty: 3117.854980
	Iteration 3F: 3 clusters Score -82424.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -82528.984375 Penalty: 3117.854980
	Iteration 4Q: 3 clusters Score -82528.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -82657.835938 Penalty: 3117.854980
	Iteration 5Q: 3 clusters Score -82657.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -82739.609375 Penalty: 3117.854980
	Iteration 6Q: 3 clusters Score -82739.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -82825.992188 Penalty: 3117.854980
	Iteration 7Q: 3 clusters Score -82825.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -82924.335938 Penalty: 3117.854980
	Iteration 8Q: 3 clusters Score -82924.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -82984.718750 Penalty: 3117.854980
	Iteration 9Q: 3 clusters Score -82984.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -83021.593750 Penalty: 3117.854980
	Iteration 10Q: 3 clusters Score -83021.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -83086.765625 Penalty: 3117.854980
	Iteration 11Q: 3 clusters Score -83086.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -83225.898438 Penalty: 3117.854980
	Iteration 12Q: 3 clusters Score -83225.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -83307.046875 Penalty: 3117.854980
	Iteration 13Q: 3 clusters Score -83307.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -83394.289062 Penalty: 3117.854980
	Iteration 14Q: 3 clusters Score -83394.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -83436.125000 Penalty: 3117.854980
	Iteration 15Q: 3 clusters Score -83436.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -83452.140625 Penalty: 3117.854980
	Iteration 16Q: 3 clusters Score -83452.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -83462.773438 Penalty: 3117.854980
	Iteration 17Q: 3 clusters Score -83462.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -83477.390625 Penalty: 3117.854980
	Iteration 18Q: 3 clusters Score -83477.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -83482.085938 Penalty: 3117.854980
	Iteration 19Q: 3 clusters Score -83482.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -83486.976562 Penalty: 3117.854980
	Iteration 20F: 3 clusters Score -83486.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -83524.914062 Penalty: 3117.854980
	Iteration 21Q: 3 clusters Score -83524.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -83581.109375 Penalty: 3117.854980
	Iteration 22Q: 3 clusters Score -83581.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83611.898438 Penalty: 3117.854980
	Iteration 23Q: 3 clusters Score -83611.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -83625.492188 Penalty: 3117.854980
	Iteration 24Q: 3 clusters Score -83625.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -83629.625000 Penalty: 3117.854980
	Iteration 25Q: 3 clusters Score -83629.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -83629.625000 Penalty: 3117.854980
	Iteration 26F: 3 clusters Score -83629.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43667 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 56998 members 
Mstep: Class 5 contains 43439 members 
Mstep: Class 6 contains 45186 members 
Mstep: Class 7 contains 43122 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 7651 members 
Mstep: Class 12 contains 48908 members 
Mstep: Class 13 contains 39510 members 
Mstep: Class 14 contains 47328 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 57486 members 
Mstep: Class 17 contains 16571 members 
Mstep: Class 18 contains 3041 members 
Mstep: Class 19 contains 43800 members 
Mstep: Class 20 contains 48516 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 49346 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47057 members 
Mstep: Class 25 contains 280 members 
Entering Unmasked Estep 
Score: -126906816.000000 Penalty: 83433.343750
Splitting cluster 25 changes total score from -126908800.000000 to -126906816.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43667 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 56998 members 
Mstep: Class 5 contains 43439 members 
Mstep: Class 6 contains 45186 members 
Mstep: Class 7 contains 43122 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 7651 members 
Mstep: Class 12 contains 48908 members 
Mstep: Class 13 contains 39510 members 
Mstep: Class 14 contains 47328 members 
Mstep: Class 16 contains 57486 members 
Mstep: Class 17 contains 16571 members 
Mstep: Class 18 contains 3041 members 
Mstep: Class 19 contains 43800 members 
Mstep: Class 20 contains 48516 members 
Mstep: Class 21 contains 1520 members 
Mstep: Class 22 contains 49346 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47057 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908208.000000 Penalty: 80096.007812
Iteration 319Q: 25 clusters Score -1.269082e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43740 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 57083 members 
Mstep: Class 5 contains 43431 members 
Mstep: Class 6 contains 45240 members 
Mstep: Class 7 contains 43162 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49048 members 
Mstep: Class 10 contains 3220 members 
Mstep: Class 11 contains 7645 members 
Mstep: Class 12 contains 48948 members 
Mstep: Class 13 contains 39366 members 
Mstep: Class 14 contains 47335 members 
Mstep: Class 16 contains 57473 members 
Mstep: Class 17 contains 16245 members 
Mstep: Class 18 contains 3037 members 
Mstep: Class 19 contains 43861 members 
Mstep: Class 20 contains 48538 members 
Mstep: Class 21 contains 1519 members 
Mstep: Class 22 contains 49403 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47133 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907784.000000 Penalty: 80096.007812
Iteration 320F: 25 clusters Score -1.269078e+08 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43746 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 57144 members 
Mstep: Class 5 contains 43453 members 
Mstep: Class 6 contains 45259 members 
Mstep: Class 7 contains 43210 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48996 members 
Mstep: Class 10 contains 3230 members 
Mstep: Class 11 contains 7636 members 
Mstep: Class 12 contains 49016 members 
Mstep: Class 13 contains 39207 members 
Mstep: Class 14 contains 47368 members 
Mstep: Class 16 contains 57485 members 
Mstep: Class 17 contains 15942 members 
Mstep: Class 18 contains 3032 members 
Mstep: Class 19 contains 43936 members 
Mstep: Class 20 contains 48590 members 
Mstep: Class 21 contains 1518 members 
Mstep: Class 22 contains 49470 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47188 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907792.000000 Penalty: 80096.007812
Iteration 321Q: 25 clusters Score -1.269078e+08 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43742 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 4 contains 57172 members 
Mstep: Class 5 contains 43496 members 
Mstep: Class 6 contains 45290 members 
Mstep: Class 7 contains 43226 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 48988 members 
Mstep: Class 10 contains 3242 members 
Mstep: Class 11 contains 7631 members 
Mstep: Class 12 contains 49063 members 
Mstep: Class 13 contains 39067 members 
Mstep: Class 14 contains 47409 members 
Mstep: Class 16 contains 57492 members 
Mstep: Class 17 contains 15613 members 
Mstep: Class 18 contains 3030 members 
Mstep: Class 19 contains 43975 members 
Mstep: Class 20 contains 48621 members 
Mstep: Class 21 contains 1515 members 
Mstep: Class 22 contains 49533 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47320 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907352.000000 Penalty: 80096.007812
Iteration 322Q: 25 clusters Score -1.269074e+08 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43747 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 57227 members 
Mstep: Class 5 contains 43553 members 
Mstep: Class 6 contains 45371 members 
Mstep: Class 7 contains 43215 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49011 members 
Mstep: Class 10 contains 3250 members 
Mstep: Class 11 contains 7625 members 
Mstep: Class 12 contains 49096 members 
Mstep: Class 13 contains 38919 members 
Mstep: Class 14 contains 47450 members 
Mstep: Class 16 contains 57499 members 
Mstep: Class 17 contains 15278 members 
Mstep: Class 18 contains 3027 members 
Mstep: Class 19 contains 43984 members 
Mstep: Class 20 contains 48665 members 
Mstep: Class 21 contains 1513 members 
Mstep: Class 22 contains 49559 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47437 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907424.000000 Penalty: 80096.007812
Iteration 323Q: 25 clusters Score -1.269074e+08 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43748 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 57372 members 
Mstep: Class 5 contains 43612 members 
Mstep: Class 6 contains 45473 members 
Mstep: Class 7 contains 43247 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49103 members 
Mstep: Class 10 contains 3271 members 
Mstep: Class 11 contains 7627 members 
Mstep: Class 12 contains 49081 members 
Mstep: Class 13 contains 38764 members 
Mstep: Class 14 contains 47468 members 
Mstep: Class 16 contains 57499 members 
Mstep: Class 17 contains 14928 members 
Mstep: Class 18 contains 3019 members 
Mstep: Class 19 contains 43987 members 
Mstep: Class 20 contains 48722 members 
Mstep: Class 21 contains 1511 members 
Mstep: Class 22 contains 49560 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47434 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907336.000000 Penalty: 80096.007812
Iteration 324Q: 25 clusters Score -1.269073e+08 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43759 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 57510 members 
Mstep: Class 5 contains 43658 members 
Mstep: Class 6 contains 45579 members 
Mstep: Class 7 contains 43286 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49217 members 
Mstep: Class 10 contains 3277 members 
Mstep: Class 11 contains 7625 members 
Mstep: Class 12 contains 49099 members 
Mstep: Class 13 contains 38596 members 
Mstep: Class 14 contains 47455 members 
Mstep: Class 16 contains 57492 members 
Mstep: Class 17 contains 14568 members 
Mstep: Class 18 contains 3005 members 
Mstep: Class 19 contains 44035 members 
Mstep: Class 20 contains 48738 members 
Mstep: Class 21 contains 1510 members 
Mstep: Class 22 contains 49616 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47402 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907136.000000 Penalty: 80096.007812
Iteration 325Q: 25 clusters Score -1.269071e+08 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43778 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 57654 members 
Mstep: Class 5 contains 43691 members 
Mstep: Class 6 contains 45682 members 
Mstep: Class 7 contains 43279 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49296 members 
Mstep: Class 10 contains 3305 members 
Mstep: Class 11 contains 7626 members 
Mstep: Class 12 contains 49101 members 
Mstep: Class 13 contains 38399 members 
Mstep: Class 14 contains 47452 members 
Mstep: Class 16 contains 57499 members 
Mstep: Class 17 contains 14191 members 
Mstep: Class 18 contains 2999 members 
Mstep: Class 19 contains 44074 members 
Mstep: Class 20 contains 48763 members 
Mstep: Class 21 contains 1509 members 
Mstep: Class 22 contains 49688 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47440 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907032.000000 Penalty: 80096.007812
Iteration 326Q: 25 clusters Score -1.26907e+08 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43829 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 57766 members 
Mstep: Class 5 contains 43740 members 
Mstep: Class 6 contains 45760 members 
Mstep: Class 7 contains 43292 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49354 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 49116 members 
Mstep: Class 13 contains 38228 members 
Mstep: Class 14 contains 47470 members 
Mstep: Class 16 contains 57501 members 
Mstep: Class 17 contains 13796 members 
Mstep: Class 18 contains 2980 members 
Mstep: Class 19 contains 44152 members 
Mstep: Class 20 contains 48779 members 
Mstep: Class 21 contains 1508 members 
Mstep: Class 22 contains 49733 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47484 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906944.000000 Penalty: 80096.007812
Iteration 327Q: 25 clusters Score -1.269069e+08 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43866 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 57933 members 
Mstep: Class 5 contains 43805 members 
Mstep: Class 6 contains 45835 members 
Mstep: Class 7 contains 43310 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49392 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 11 contains 7608 members 
Mstep: Class 12 contains 49130 members 
Mstep: Class 13 contains 38021 members 
Mstep: Class 14 contains 47468 members 
Mstep: Class 16 contains 57480 members 
Mstep: Class 17 contains 13446 members 
Mstep: Class 18 contains 2972 members 
Mstep: Class 19 contains 44204 members 
Mstep: Class 20 contains 48827 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 49785 members 
Mstep: Class 23 contains 871 members 
Mstep: Class 24 contains 47501 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906736.000000 Penalty: 80096.007812
Iteration 328Q: 25 clusters Score -1.269067e+08 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43932 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 58102 members 
Mstep: Class 5 contains 43878 members 
Mstep: Class 6 contains 45920 members 
Mstep: Class 7 contains 43337 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49455 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 7607 members 
Mstep: Class 12 contains 49116 members 
Mstep: Class 13 contains 37813 members 
Mstep: Class 14 contains 47492 members 
Mstep: Class 16 contains 57450 members 
Mstep: Class 17 contains 13064 members 
Mstep: Class 18 contains 2960 members 
Mstep: Class 19 contains 44227 members 
Mstep: Class 20 contains 48844 members 
Mstep: Class 21 contains 1505 members 
Mstep: Class 22 contains 49801 members 
Mstep: Class 23 contains 870 members 
Mstep: Class 24 contains 47578 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906344.000000 Penalty: 80096.007812
Iteration 329Q: 25 clusters Score -1.269063e+08 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44002 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 58272 members 
Mstep: Class 5 contains 43925 members 
Mstep: Class 6 contains 45982 members 
Mstep: Class 7 contains 43354 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49543 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 7593 members 
Mstep: Class 12 contains 49157 members 
Mstep: Class 13 contains 37598 members 
Mstep: Class 14 contains 47517 members 
Mstep: Class 16 contains 57448 members 
Mstep: Class 17 contains 12651 members 
Mstep: Class 18 contains 2953 members 
Mstep: Class 19 contains 44280 members 
Mstep: Class 20 contains 48869 members 
Mstep: Class 21 contains 1501 members 
Mstep: Class 22 contains 49782 members 
Mstep: Class 23 contains 870 members 
Mstep: Class 24 contains 47635 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906104.000000 Penalty: 80096.007812
Iteration 330Q: 25 clusters Score -1.269061e+08 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44051 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 58431 members 
Mstep: Class 5 contains 43930 members 
Mstep: Class 6 contains 46070 members 
Mstep: Class 7 contains 43392 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49683 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 7586 members 
Mstep: Class 12 contains 49213 members 
Mstep: Class 13 contains 37372 members 
Mstep: Class 14 contains 47548 members 
Mstep: Class 16 contains 57420 members 
Mstep: Class 17 contains 12220 members 
Mstep: Class 18 contains 2937 members 
Mstep: Class 19 contains 44259 members 
Mstep: Class 20 contains 48895 members 
Mstep: Class 21 contains 1499 members 
Mstep: Class 22 contains 49806 members 
Mstep: Class 23 contains 869 members 
Mstep: Class 24 contains 47751 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906440.000000 Penalty: 80096.007812
Iteration 331Q: 25 clusters Score -1.269064e+08 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44126 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 58654 members 
Mstep: Class 5 contains 43945 members 
Mstep: Class 6 contains 46171 members 
Mstep: Class 7 contains 43415 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49757 members 
Mstep: Class 10 contains 3357 members 
Mstep: Class 11 contains 7587 members 
Mstep: Class 12 contains 49269 members 
Mstep: Class 13 contains 37155 members 
Mstep: Class 14 contains 47594 members 
Mstep: Class 16 contains 57376 members 
Mstep: Class 17 contains 11782 members 
Mstep: Class 18 contains 2924 members 
Mstep: Class 19 contains 44273 members 
Mstep: Class 20 contains 48900 members 
Mstep: Class 21 contains 1495 members 
Mstep: Class 22 contains 49825 members 
Mstep: Class 23 contains 869 members 
Mstep: Class 24 contains 47818 members 
Mstep: Class 25 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906056.000000 Penalty: 80096.007812
Iteration 332Q: 25 clusters Score -1.269061e+08 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44202 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 58895 members 
Mstep: Class 5 contains 43983 members 
Mstep: Class 6 contains 46284 members 
Mstep: Class 7 contains 43426 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 49885 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 7586 members 
Mstep: Class 12 contains 49314 members 
Mstep: Class 13 contains 36947 members 
Mstep: Class 14 contains 47518 members 
Mstep: Class 16 contains 57420 members 
Mstep: Class 17 contains 11354 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 44273 members 
Mstep: Class 20 contains 48927 members 
Mstep: Class 21 contains 1493 members 
Mstep: Class 22 contains 49816 members 
Mstep: Class 23 contains 869 members 
Mstep: Class 24 contains 47836 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905824.000000 Penalty: 80096.007812
Iteration 333Q: 25 clusters Score -1.269058e+08 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44323 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 59079 members 
Mstep: Class 5 contains 44029 members 
Mstep: Class 6 contains 46368 members 
Mstep: Class 7 contains 43415 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50023 members 
Mstep: Class 10 contains 3369 members 
Mstep: Class 11 contains 7587 members 
Mstep: Class 12 contains 49330 members 
Mstep: Class 13 contains 36759 members 
Mstep: Class 14 contains 47418 members 
Mstep: Class 16 contains 57450 members 
Mstep: Class 17 contains 10987 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 19 contains 44246 members 
Mstep: Class 20 contains 48960 members 
Mstep: Class 21 contains 1488 members 
Mstep: Class 22 contains 49840 members 
Mstep: Class 23 contains 869 members 
Mstep: Class 24 contains 47868 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906472.000000 Penalty: 80096.007812
Iteration 334Q: 25 clusters Score -1.269065e+08 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44463 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 59278 members 
Mstep: Class 5 contains 44060 members 
Mstep: Class 6 contains 46429 members 
Mstep: Class 7 contains 43441 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50191 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 7574 members 
Mstep: Class 12 contains 49367 members 
Mstep: Class 13 contains 36550 members 
Mstep: Class 14 contains 47381 members 
Mstep: Class 16 contains 57406 members 
Mstep: Class 17 contains 10608 members 
Mstep: Class 18 contains 2873 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 48966 members 
Mstep: Class 21 contains 1487 members 
Mstep: Class 22 contains 49863 members 
Mstep: Class 23 contains 869 members 
Mstep: Class 24 contains 47867 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906368.000000 Penalty: 80096.007812
Iteration 335Q: 25 clusters Score -1.269064e+08 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44564 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 59501 members 
Mstep: Class 5 contains 44077 members 
Mstep: Class 6 contains 46506 members 
Mstep: Class 7 contains 43464 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50368 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 7570 members 
Mstep: Class 12 contains 49406 members 
Mstep: Class 13 contains 36312 members 
Mstep: Class 14 contains 47356 members 
Mstep: Class 16 contains 57350 members 
Mstep: Class 17 contains 10253 members 
Mstep: Class 18 contains 2860 members 
Mstep: Class 19 contains 44254 members 
Mstep: Class 20 contains 48951 members 
Mstep: Class 21 contains 1486 members 
Mstep: Class 22 contains 49900 members 
Mstep: Class 23 contains 869 members 
Mstep: Class 24 contains 47885 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906064.000000 Penalty: 80096.007812
Iteration 336Q: 25 clusters Score -1.269061e+08 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44640 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 59707 members 
Mstep: Class 5 contains 44073 members 
Mstep: Class 6 contains 46548 members 
Mstep: Class 7 contains 43480 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50589 members 
Mstep: Class 10 contains 3369 members 
Mstep: Class 11 contains 7564 members 
Mstep: Class 12 contains 49467 members 
Mstep: Class 13 contains 36097 members 
Mstep: Class 14 contains 47356 members 
Mstep: Class 16 contains 57339 members 
Mstep: Class 17 contains 9888 members 
Mstep: Class 18 contains 2850 members 
Mstep: Class 19 contains 44269 members 
Mstep: Class 20 contains 48982 members 
Mstep: Class 21 contains 1482 members 
Mstep: Class 22 contains 49899 members 
Mstep: Class 23 contains 869 members 
Mstep: Class 24 contains 47832 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905912.000000 Penalty: 80096.007812
Iteration 337Q: 25 clusters Score -1.269059e+08 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44732 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 59937 members 
Mstep: Class 5 contains 44091 members 
Mstep: Class 6 contains 46596 members 
Mstep: Class 7 contains 43487 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50761 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 11 contains 7554 members 
Mstep: Class 12 contains 49529 members 
Mstep: Class 13 contains 35903 members 
Mstep: Class 14 contains 47373 members 
Mstep: Class 16 contains 57297 members 
Mstep: Class 17 contains 9503 members 
Mstep: Class 18 contains 2842 members 
Mstep: Class 19 contains 44277 members 
Mstep: Class 20 contains 48964 members 
Mstep: Class 21 contains 1476 members 
Mstep: Class 22 contains 49903 members 
Mstep: Class 23 contains 869 members 
Mstep: Class 24 contains 47828 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905792.000000 Penalty: 80096.007812
Iteration 338Q: 25 clusters Score -1.269058e+08 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44840 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 4 contains 60162 members 
Mstep: Class 5 contains 44120 members 
Mstep: Class 6 contains 46600 members 
Mstep: Class 7 contains 43481 members 
Mstep: Class 8 contains 521 members 
Mstep: Class 9 contains 50903 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 7543 members 
Mstep: Class 12 contains 49598 members 
Mstep: Class 13 contains 35721 members 
Mstep: Class 14 contains 47445 members 
Mstep: Class 16 contains 57229 members 
Mstep: Class 17 contains 9108 members 
Mstep: Class 18 contains 2832 members 
Mstep: Class 19 contains 44280 members 
Mstep: Class 20 contains 48994 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 49931 members 
Mstep: Class 23 contains 868 members 
Mstep: Class 24 contains 47799 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905704.000000 Penalty: 80096.007812
Iteration 339Q: 25 clusters Score -1.269057e+08 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44929 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 4 contains 60369 members 
Mstep: Class 5 contains 44143 members 
Mstep: Class 6 contains 46547 members 
Mstep: Class 7 contains 43503 members 
Mstep: Class 8 contains 520 members 
Mstep: Class 9 contains 51138 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 11 contains 7518 members 
Mstep: Class 12 contains 49645 members 
Mstep: Class 13 contains 35568 members 
Mstep: Class 14 contains 47469 members 
Mstep: Class 16 contains 57199 members 
Mstep: Class 17 contains 8662 members 
Mstep: Class 18 contains 2820 members 
Mstep: Class 19 contains 44333 members 
Mstep: Class 20 contains 49030 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 49959 members 
Mstep: Class 23 contains 866 members 
Mstep: Class 24 contains 47751 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905912.000000 Penalty: 80096.007812
Iteration 340F: 25 clusters Score -1.269059e+08 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45002 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 60572 members 
Mstep: Class 5 contains 44201 members 
Mstep: Class 6 contains 46470 members 
Mstep: Class 7 contains 43525 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 51338 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 11 contains 7494 members 
Mstep: Class 12 contains 49629 members 
Mstep: Class 13 contains 35435 members 
Mstep: Class 14 contains 47441 members 
Mstep: Class 16 contains 57155 members 
Mstep: Class 17 contains 8224 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 44441 members 
Mstep: Class 20 contains 49109 members 
Mstep: Class 21 contains 1465 members 
Mstep: Class 22 contains 49976 members 
Mstep: Class 23 contains 865 members 
Mstep: Class 24 contains 47760 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905936.000000 Penalty: 80096.007812
Iteration 341Q: 25 clusters Score -1.269059e+08 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45084 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 60770 members 
Mstep: Class 5 contains 44255 members 
Mstep: Class 6 contains 46373 members 
Mstep: Class 7 contains 43536 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 51563 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 7484 members 
Mstep: Class 12 contains 49646 members 
Mstep: Class 13 contains 35299 members 
Mstep: Class 14 contains 47370 members 
Mstep: Class 16 contains 57110 members 
Mstep: Class 17 contains 7782 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 44552 members 
Mstep: Class 20 contains 49136 members 
Mstep: Class 21 contains 1460 members 
Mstep: Class 22 contains 50017 members 
Mstep: Class 23 contains 862 members 
Mstep: Class 24 contains 47809 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906000.000000 Penalty: 80096.007812
Iteration 342Q: 25 clusters Score -1.26906e+08 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45142 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 61034 members 
Mstep: Class 5 contains 44277 members 
Mstep: Class 6 contains 46253 members 
Mstep: Class 7 contains 43551 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 51763 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 7475 members 
Mstep: Class 12 contains 49713 members 
Mstep: Class 13 contains 35150 members 
Mstep: Class 14 contains 47280 members 
Mstep: Class 16 contains 57033 members 
Mstep: Class 17 contains 7368 members 
Mstep: Class 18 contains 2809 members 
Mstep: Class 19 contains 44633 members 
Mstep: Class 20 contains 49166 members 
Mstep: Class 21 contains 1452 members 
Mstep: Class 22 contains 50056 members 
Mstep: Class 23 contains 860 members 
Mstep: Class 24 contains 47885 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905920.000000 Penalty: 80096.007812
Iteration 343Q: 25 clusters Score -1.269059e+08 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45215 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 61267 members 
Mstep: Class 5 contains 44292 members 
Mstep: Class 6 contains 46162 members 
Mstep: Class 7 contains 43556 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 51959 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 7473 members 
Mstep: Class 12 contains 49778 members 
Mstep: Class 13 contains 35030 members 
Mstep: Class 14 contains 47180 members 
Mstep: Class 16 contains 56956 members 
Mstep: Class 17 contains 6956 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 44713 members 
Mstep: Class 20 contains 49210 members 
Mstep: Class 21 contains 1446 members 
Mstep: Class 22 contains 50067 members 
Mstep: Class 23 contains 858 members 
Mstep: Class 24 contains 47982 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906144.000000 Penalty: 80096.007812
Iteration 344Q: 25 clusters Score -1.269061e+08 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45328 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 61605 members 
Mstep: Class 5 contains 44328 members 
Mstep: Class 6 contains 46077 members 
Mstep: Class 7 contains 43573 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 52062 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 7468 members 
Mstep: Class 12 contains 49783 members 
Mstep: Class 13 contains 34909 members 
Mstep: Class 14 contains 47107 members 
Mstep: Class 16 contains 56925 members 
Mstep: Class 17 contains 6577 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 44730 members 
Mstep: Class 20 contains 49226 members 
Mstep: Class 21 contains 1435 members 
Mstep: Class 22 contains 50071 members 
Mstep: Class 23 contains 858 members 
Mstep: Class 24 contains 48037 members 
Mstep: Class 25 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905632.000000 Penalty: 80096.007812
Iteration 345Q: 25 clusters Score -1.269056e+08 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45464 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 61904 members 
Mstep: Class 5 contains 44332 members 
Mstep: Class 6 contains 46008 members 
Mstep: Class 7 contains 43613 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 52135 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 7463 members 
Mstep: Class 12 contains 49823 members 
Mstep: Class 13 contains 34813 members 
Mstep: Class 14 contains 47076 members 
Mstep: Class 16 contains 56829 members 
Mstep: Class 17 contains 6233 members 
Mstep: Class 18 contains 2793 members 
Mstep: Class 19 contains 44715 members 
Mstep: Class 20 contains 49244 members 
Mstep: Class 21 contains 1430 members 
Mstep: Class 22 contains 50097 members 
Mstep: Class 23 contains 857 members 
Mstep: Class 24 contains 48060 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905440.000000 Penalty: 80096.007812
Iteration 346Q: 25 clusters Score -1.269054e+08 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45579 members 
Mstep: Class 3 contains 1089 members 
Mstep: Class 4 contains 62191 members 
Mstep: Class 5 contains 44349 members 
Mstep: Class 6 contains 45950 members 
Mstep: Class 7 contains 43678 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 52221 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 7469 members 
Mstep: Class 12 contains 49871 members 
Mstep: Class 13 contains 34736 members 
Mstep: Class 14 contains 46970 members 
Mstep: Class 16 contains 56647 members 
Mstep: Class 17 contains 5914 members 
Mstep: Class 18 contains 2783 members 
Mstep: Class 19 contains 44735 members 
Mstep: Class 20 contains 49255 members 
Mstep: Class 21 contains 1428 members 
Mstep: Class 22 contains 50131 members 
Mstep: Class 23 contains 857 members 
Mstep: Class 24 contains 48118 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904992.000000 Penalty: 80096.007812
Iteration 347Q: 25 clusters Score -1.26905e+08 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45701 members 
Mstep: Class 3 contains 1088 members 
Mstep: Class 4 contains 62364 members 
Mstep: Class 5 contains 44401 members 
Mstep: Class 6 contains 45893 members 
Mstep: Class 7 contains 43762 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 52246 members 
Mstep: Class 10 contains 3404 members 
Mstep: Class 11 contains 7486 members 
Mstep: Class 12 contains 49910 members 
Mstep: Class 13 contains 34657 members 
Mstep: Class 14 contains 46859 members 
Mstep: Class 16 contains 56605 members 
Mstep: Class 17 contains 5581 members 
Mstep: Class 18 contains 2773 members 
Mstep: Class 19 contains 44724 members 
Mstep: Class 20 contains 49276 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 50177 members 
Mstep: Class 23 contains 856 members 
Mstep: Class 24 contains 48186 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904736.000000 Penalty: 80096.007812
Iteration 348Q: 25 clusters Score -1.269047e+08 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45801 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 62579 members 
Mstep: Class 5 contains 44417 members 
Mstep: Class 6 contains 45860 members 
Mstep: Class 7 contains 43838 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 52202 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 7491 members 
Mstep: Class 12 contains 49994 members 
Mstep: Class 13 contains 34589 members 
Mstep: Class 14 contains 46829 members 
Mstep: Class 16 contains 56528 members 
Mstep: Class 17 contains 5292 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 44710 members 
Mstep: Class 20 contains 49320 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 50223 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 48169 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904944.000000 Penalty: 80096.007812
Iteration 349Q: 25 clusters Score -1.269049e+08 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45894 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 62799 members 
Mstep: Class 5 contains 44491 members 
Mstep: Class 6 contains 45814 members 
Mstep: Class 7 contains 43863 members 
Mstep: Class 8 contains 519 members 
Mstep: Class 9 contains 52136 members 
Mstep: Class 10 contains 3403 members 
Mstep: Class 11 contains 7496 members 
Mstep: Class 12 contains 50057 members 
Mstep: Class 13 contains 34525 members 
Mstep: Class 14 contains 46755 members 
Mstep: Class 16 contains 56446 members 
Mstep: Class 17 contains 5029 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 44707 members 
Mstep: Class 20 contains 49344 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 50261 members 
Mstep: Class 23 contains 854 members 
Mstep: Class 24 contains 48231 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904712.000000 Penalty: 80096.007812
Iteration 350Q: 25 clusters Score -1.269047e+08 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45952 members 
Mstep: Class 3 contains 1087 members 
Mstep: Class 4 contains 63059 members 
Mstep: Class 5 contains 44510 members 
Mstep: Class 6 contains 45760 members 
Mstep: Class 7 contains 43874 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 9 contains 52058 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 7497 members 
Mstep: Class 12 contains 50146 members 
Mstep: Class 13 contains 34461 members 
Mstep: Class 14 contains 46766 members 
Mstep: Class 16 contains 56315 members 
Mstep: Class 17 contains 4781 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 44729 members 
Mstep: Class 20 contains 49362 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 22 contains 50276 members 
Mstep: Class 23 contains 855 members 
Mstep: Class 24 contains 48305 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904464.000000 Penalty: 80096.007812
Iteration 351Q: 25 clusters Score -1.269045e+08 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46007 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 63342 members 
Mstep: Class 5 contains 44537 members 
Mstep: Class 6 contains 45705 members 
Mstep: Class 7 contains 43907 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 51954 members 
Mstep: Class 10 contains 3413 members 
Mstep: Class 11 contains 7501 members 
Mstep: Class 12 contains 50210 members 
Mstep: Class 13 contains 34382 members 
Mstep: Class 14 contains 46789 members 
Mstep: Class 16 contains 56089 members 
Mstep: Class 17 contains 4566 members 
Mstep: Class 18 contains 2758 members 
Mstep: Class 19 contains 44759 members 
Mstep: Class 20 contains 49382 members 
Mstep: Class 21 contains 1417 members 
Mstep: Class 22 contains 50307 members 
Mstep: Class 23 contains 856 members 
Mstep: Class 24 contains 48411 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903984.000000 Penalty: 80096.007812
Iteration 352Q: 25 clusters Score -1.26904e+08 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46038 members 
Mstep: Class 3 contains 1086 members 
Mstep: Class 4 contains 63604 members 
Mstep: Class 5 contains 44536 members 
Mstep: Class 6 contains 45637 members 
Mstep: Class 7 contains 43933 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 51821 members 
Mstep: Class 10 contains 3428 members 
Mstep: Class 11 contains 7512 members 
Mstep: Class 12 contains 50254 members 
Mstep: Class 13 contains 34324 members 
Mstep: Class 14 contains 46788 members 
Mstep: Class 16 contains 55979 members 
Mstep: Class 17 contains 4361 members 
Mstep: Class 18 contains 2755 members 
Mstep: Class 19 contains 44778 members 
Mstep: Class 20 contains 49398 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 50338 members 
Mstep: Class 23 contains 856 members 
Mstep: Class 24 contains 48537 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903472.000000 Penalty: 80096.007812
Iteration 353Q: 25 clusters Score -1.269035e+08 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46056 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 63786 members 
Mstep: Class 5 contains 44570 members 
Mstep: Class 6 contains 45620 members 
Mstep: Class 7 contains 43945 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 51688 members 
Mstep: Class 10 contains 3436 members 
Mstep: Class 11 contains 7526 members 
Mstep: Class 12 contains 50339 members 
Mstep: Class 13 contains 34281 members 
Mstep: Class 14 contains 46741 members 
Mstep: Class 16 contains 55818 members 
Mstep: Class 17 contains 4210 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 44772 members 
Mstep: Class 20 contains 49444 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 50388 members 
Mstep: Class 23 contains 856 members 
Mstep: Class 24 contains 48653 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903376.000000 Penalty: 80096.007812
Iteration 354Q: 25 clusters Score -1.269034e+08 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46019 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 64008 members 
Mstep: Class 5 contains 44610 members 
Mstep: Class 6 contains 45590 members 
Mstep: Class 7 contains 43990 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 51499 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 7550 members 
Mstep: Class 12 contains 50415 members 
Mstep: Class 13 contains 34230 members 
Mstep: Class 14 contains 46759 members 
Mstep: Class 16 contains 55716 members 
Mstep: Class 17 contains 4079 members 
Mstep: Class 18 contains 2746 members 
Mstep: Class 19 contains 44747 members 
Mstep: Class 20 contains 49469 members 
Mstep: Class 21 contains 1414 members 
Mstep: Class 22 contains 50399 members 
Mstep: Class 23 contains 856 members 
Mstep: Class 24 contains 48758 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903048.000000 Penalty: 80096.007812
Iteration 355Q: 25 clusters Score -1.26903e+08 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45988 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 64202 members 
Mstep: Class 5 contains 44660 members 
Mstep: Class 6 contains 45586 members 
Mstep: Class 7 contains 44042 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 51277 members 
Mstep: Class 10 contains 3444 members 
Mstep: Class 11 contains 7560 members 
Mstep: Class 12 contains 50431 members 
Mstep: Class 13 contains 34161 members 
Mstep: Class 14 contains 46758 members 
Mstep: Class 16 contains 55579 members 
Mstep: Class 17 contains 3973 members 
Mstep: Class 18 contains 2743 members 
Mstep: Class 19 contains 44753 members 
Mstep: Class 20 contains 49492 members 
Mstep: Class 21 contains 1413 members 
Mstep: Class 22 contains 50466 members 
Mstep: Class 23 contains 856 members 
Mstep: Class 24 contains 48912 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126902856.000000 Penalty: 80096.007812
Iteration 356Q: 25 clusters Score -1.269029e+08 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45974 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 64345 members 
Mstep: Class 5 contains 44710 members 
Mstep: Class 6 contains 45570 members 
Mstep: Class 7 contains 44133 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 51068 members 
Mstep: Class 10 contains 3451 members 
Mstep: Class 11 contains 7582 members 
Mstep: Class 12 contains 50466 members 
Mstep: Class 13 contains 34095 members 
Mstep: Class 14 contains 46760 members 
Mstep: Class 16 contains 55390 members 
Mstep: Class 17 contains 3888 members 
Mstep: Class 18 contains 2742 members 
Mstep: Class 19 contains 44810 members 
Mstep: Class 20 contains 49504 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 50498 members 
Mstep: Class 23 contains 856 members 
Mstep: Class 24 contains 49042 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126902992.000000 Penalty: 80096.007812
Iteration 357Q: 25 clusters Score -1.26903e+08 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45963 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 64485 members 
Mstep: Class 5 contains 44736 members 
Mstep: Class 6 contains 45585 members 
Mstep: Class 7 contains 44187 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 50877 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 7617 members 
Mstep: Class 12 contains 50518 members 
Mstep: Class 13 contains 34035 members 
Mstep: Class 14 contains 46737 members 
Mstep: Class 16 contains 55235 members 
Mstep: Class 17 contains 3795 members 
Mstep: Class 18 contains 2734 members 
Mstep: Class 19 contains 44884 members 
Mstep: Class 20 contains 49531 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 50526 members 
Mstep: Class 23 contains 856 members 
Mstep: Class 24 contains 49126 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903200.000000 Penalty: 80096.007812
Iteration 358Q: 25 clusters Score -1.269032e+08 nChanged 3853
Entering ConstructFrom: 
Score: -126903200.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Entering Unmasked Estep 
Score: -21693.976562 Penalty: 1383.773071
	Iteration 0F: 2 clusters Score -21693.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -20618.156250 Penalty: 2767.546143
	Iteration 0F: 3 clusters Score -20618.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20786.914062 Penalty: 2767.546143
	Iteration 1F: 3 clusters Score -20786.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -20868.748047 Penalty: 2767.546143
	Iteration 2F: 3 clusters Score -20868.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20881.294922 Penalty: 2767.546143
	Iteration 3Q: 3 clusters Score -20881.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20882.998047 Penalty: 2767.546143
	Iteration 4Q: 3 clusters Score -20883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20885.787109 Penalty: 2767.546143
	Iteration 5Q: 3 clusters Score -20885.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20887.503906 Penalty: 2767.546143
	Iteration 6Q: 3 clusters Score -20887.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20887.503906 Penalty: 2767.546143
	Iteration 7F: 3 clusters Score -20887.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Entering Unmasked Estep 
Score: -8479493.000000 Penalty: 2662.459229
	Iteration 0F: 2 clusters Score -8479493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -8449856.000000 Penalty: 5324.918457
	Iteration 0F: 3 clusters Score -8449856 nChanged 21262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -8461764.000000 Penalty: 5324.918457
	Iteration 1F: 3 clusters Score -8461764 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -8462446.000000 Penalty: 5324.918457
	Iteration 2Q: 3 clusters Score -8462446 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -8463166.000000 Penalty: 5324.918457
	Iteration 3Q: 3 clusters Score -8463166 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -8464202.000000 Penalty: 5324.918457
	Iteration 4Q: 3 clusters Score -8464202 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -8465624.000000 Penalty: 5324.918457
	Iteration 5Q: 3 clusters Score -8465624 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -8467219.000000 Penalty: 5324.918457
	Iteration 6F: 3 clusters Score -8467219 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -8469117.000000 Penalty: 5324.918457
	Iteration 7F: 3 clusters Score -8469117 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -8471208.000000 Penalty: 5324.918457
	Iteration 8F: 3 clusters Score -8471208 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -8473254.000000 Penalty: 5324.918457
	Iteration 9F: 3 clusters Score -8473254 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -8474706.000000 Penalty: 5324.918457
	Iteration 10F: 3 clusters Score -8474706 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -8475483.000000 Penalty: 5324.918457
	Iteration 11Q: 3 clusters Score -8475483 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -8475976.000000 Penalty: 5324.918457
	Iteration 12Q: 3 clusters Score -8475976 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -8476435.000000 Penalty: 5324.918457
	Iteration 13Q: 3 clusters Score -8476435 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -8476889.000000 Penalty: 5324.918457
	Iteration 14Q: 3 clusters Score -8476889 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -8477226.000000 Penalty: 5324.918457
	Iteration 15Q: 3 clusters Score -8477226 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -8477517.000000 Penalty: 5324.918457
	Iteration 16Q: 3 clusters Score -8477517 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 33467 members 
Entering Unmasked Estep 
Score: -8477746.000000 Penalty: 5324.918457
	Iteration 17Q: 3 clusters Score -8477746 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -8477919.000000 Penalty: 5324.918457
	Iteration 18Q: 3 clusters Score -8477919 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -8478087.000000 Penalty: 5324.918457
	Iteration 19Q: 3 clusters Score -8478087 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -8478206.000000 Penalty: 5324.918457
	Iteration 20F: 3 clusters Score -8478206 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -8478304.000000 Penalty: 5324.918457
	Iteration 21Q: 3 clusters Score -8478304 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -8478418.000000 Penalty: 5324.918457
	Iteration 22Q: 3 clusters Score -8478418 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -8478513.000000 Penalty: 5324.918457
	Iteration 23Q: 3 clusters Score -8478513 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -8478594.000000 Penalty: 5324.918457
	Iteration 24Q: 3 clusters Score -8478594 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -8478629.000000 Penalty: 5324.918457
	Iteration 25Q: 3 clusters Score -8478629 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -8478740.000000 Penalty: 5324.918457
	Iteration 26Q: 3 clusters Score -8478740 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -8478836.000000 Penalty: 5324.918457
	Iteration 27Q: 3 clusters Score -8478836 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -8478903.000000 Penalty: 5324.918457
	Iteration 28Q: 3 clusters Score -8478903 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -8478984.000000 Penalty: 5324.918457
	Iteration 29Q: 3 clusters Score -8478984 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -8479048.000000 Penalty: 5324.918457
	Iteration 30Q: 3 clusters Score -8479048 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -8479081.000000 Penalty: 5324.918457
	Iteration 31Q: 3 clusters Score -8479081 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -8479165.000000 Penalty: 5324.918457
	Iteration 32Q: 3 clusters Score -8479165 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -8479218.000000 Penalty: 5324.918457
	Iteration 33Q: 3 clusters Score -8479218 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -8479294.000000 Penalty: 5324.918457
	Iteration 34Q: 3 clusters Score -8479294 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -8479324.000000 Penalty: 5324.918457
	Iteration 35Q: 3 clusters Score -8479324 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -8479354.000000 Penalty: 5324.918457
	Iteration 36Q: 3 clusters Score -8479354 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -8479415.000000 Penalty: 5324.918457
	Iteration 37Q: 3 clusters Score -8479415 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -8479424.000000 Penalty: 5324.918457
	Iteration 38Q: 3 clusters Score -8479424 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -8479443.000000 Penalty: 5324.918457
	Iteration 39Q: 3 clusters Score -8479443 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -8479473.000000 Penalty: 5324.918457
	Iteration 40F: 3 clusters Score -8479473 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -8479534.000000 Penalty: 5324.918457
	Iteration 41Q: 3 clusters Score -8479534 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -8479536.000000 Penalty: 5324.918457
	Iteration 42Q: 3 clusters Score -8479536 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -8479536.000000 Penalty: 5324.918457
	Iteration 43Q: 3 clusters Score -8479536 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -8479556.000000 Penalty: 5324.918457
	Iteration 44Q: 3 clusters Score -8479556 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -8479546.000000 Penalty: 5324.918457
	Iteration 45Q: 3 clusters Score -8479546 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -8479565.000000 Penalty: 5324.918457
	Iteration 46Q: 3 clusters Score -8479565 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -8479567.000000 Penalty: 5324.918457
	Iteration 47Q: 3 clusters Score -8479567 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -8479566.000000 Penalty: 5324.918457
	Iteration 48Q: 3 clusters Score -8479566 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -8479551.000000 Penalty: 5324.918457
	Iteration 49Q: 3 clusters Score -8479551 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -8479520.000000 Penalty: 5324.918457
	Iteration 50Q: 3 clusters Score -8479520 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -8479512.000000 Penalty: 5324.918457
	Iteration 51Q: 3 clusters Score -8479512 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -8479473.000000 Penalty: 5324.918457
	Iteration 52Q: 3 clusters Score -8479473 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -8479462.000000 Penalty: 5324.918457
	Iteration 53Q: 3 clusters Score -8479462 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -8479441.000000 Penalty: 5324.918457
	Iteration 54Q: 3 clusters Score -8479441 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8479422.000000 Penalty: 5324.918457
	Iteration 55Q: 3 clusters Score -8479422 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -8479416.000000 Penalty: 5324.918457
	Iteration 56Q: 3 clusters Score -8479416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -8479386.000000 Penalty: 5324.918457
	Iteration 57Q: 3 clusters Score -8479386 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -8479367.000000 Penalty: 5324.918457
	Iteration 58Q: 3 clusters Score -8479367 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -8479343.000000 Penalty: 5324.918457
	Iteration 59Q: 3 clusters Score -8479343 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -8479339.000000 Penalty: 5324.918457
	Iteration 60F: 3 clusters Score -8479339 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -8479326.000000 Penalty: 5324.918457
	Iteration 61Q: 3 clusters Score -8479326 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -8479309.000000 Penalty: 5324.918457
	Iteration 62Q: 3 clusters Score -8479309 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -8479310.000000 Penalty: 5324.918457
	Iteration 63Q: 3 clusters Score -8479310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -8479271.000000 Penalty: 5324.918457
	Iteration 64Q: 3 clusters Score -8479271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -8479269.000000 Penalty: 5324.918457
	Iteration 65Q: 3 clusters Score -8479269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -8479259.000000 Penalty: 5324.918457
	Iteration 66Q: 3 clusters Score -8479259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -8479261.000000 Penalty: 5324.918457
	Iteration 67Q: 3 clusters Score -8479261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -8479258.000000 Penalty: 5324.918457
	Iteration 68Q: 3 clusters Score -8479258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -8479255.000000 Penalty: 5324.918457
	Iteration 69Q: 3 clusters Score -8479255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -8479244.000000 Penalty: 5324.918457
	Iteration 70Q: 3 clusters Score -8479244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -8479235.000000 Penalty: 5324.918457
	Iteration 71Q: 3 clusters Score -8479235 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -8479224.000000 Penalty: 5324.918457
	Iteration 72Q: 3 clusters Score -8479224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -8479218.000000 Penalty: 5324.918457
	Iteration 73Q: 3 clusters Score -8479218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -8479211.000000 Penalty: 5324.918457
	Iteration 74Q: 3 clusters Score -8479211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -8479201.000000 Penalty: 5324.918457
	Iteration 75Q: 3 clusters Score -8479201 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -8479175.000000 Penalty: 5324.918457
	Iteration 76Q: 3 clusters Score -8479175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -8479170.000000 Penalty: 5324.918457
	Iteration 77Q: 3 clusters Score -8479170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -8479157.000000 Penalty: 5324.918457
	Iteration 78Q: 3 clusters Score -8479157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -8479141.000000 Penalty: 5324.918457
	Iteration 79Q: 3 clusters Score -8479141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -8479142.000000 Penalty: 5324.918457
	Iteration 80F: 3 clusters Score -8479142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -8479136.000000 Penalty: 5324.918457
	Iteration 81Q: 3 clusters Score -8479136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -8479138.000000 Penalty: 5324.918457
	Iteration 82Q: 3 clusters Score -8479138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8479123.000000 Penalty: 5324.918457
	Iteration 83Q: 3 clusters Score -8479123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -8479112.000000 Penalty: 5324.918457
	Iteration 84Q: 3 clusters Score -8479112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -8479120.000000 Penalty: 5324.918457
	Iteration 85Q: 3 clusters Score -8479120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -8479119.000000 Penalty: 5324.918457
	Iteration 86Q: 3 clusters Score -8479119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -8479112.000000 Penalty: 5324.918457
	Iteration 87Q: 3 clusters Score -8479112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -8479110.000000 Penalty: 5324.918457
	Iteration 88Q: 3 clusters Score -8479110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -8479115.000000 Penalty: 5324.918457
	Iteration 89Q: 3 clusters Score -8479115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8479109.000000 Penalty: 5324.918457
	Iteration 90Q: 3 clusters Score -8479109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -8479115.000000 Penalty: 5324.918457
	Iteration 91Q: 3 clusters Score -8479115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -8479119.000000 Penalty: 5324.918457
	Iteration 92Q: 3 clusters Score -8479119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -8479111.000000 Penalty: 5324.918457
	Iteration 93Q: 3 clusters Score -8479111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -8479116.000000 Penalty: 5324.918457
	Iteration 94Q: 3 clusters Score -8479116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -8479105.000000 Penalty: 5324.918457
	Iteration 95Q: 3 clusters Score -8479105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -8479111.000000 Penalty: 5324.918457
	Iteration 96Q: 3 clusters Score -8479111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -8479109.000000 Penalty: 5324.918457
	Iteration 97Q: 3 clusters Score -8479109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -8479119.000000 Penalty: 5324.918457
	Iteration 98Q: 3 clusters Score -8479119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -8479118.000000 Penalty: 5324.918457
	Iteration 99Q: 3 clusters Score -8479118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -8479102.000000 Penalty: 5324.918457
	Iteration 100F: 3 clusters Score -8479102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -8479086.000000 Penalty: 5324.918457
	Iteration 101Q: 3 clusters Score -8479086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -8479089.000000 Penalty: 5324.918457
	Iteration 102Q: 3 clusters Score -8479089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -8479095.000000 Penalty: 5324.918457
	Iteration 103Q: 3 clusters Score -8479095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -8479097.000000 Penalty: 5324.918457
	Iteration 104Q: 3 clusters Score -8479097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -8479089.000000 Penalty: 5324.918457
	Iteration 105Q: 3 clusters Score -8479089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -8479085.000000 Penalty: 5324.918457
	Iteration 106Q: 3 clusters Score -8479085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -8479075.000000 Penalty: 5324.918457
	Iteration 107Q: 3 clusters Score -8479075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -8479083.000000 Penalty: 5324.918457
	Iteration 108Q: 3 clusters Score -8479083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -8479084.000000 Penalty: 5324.918457
	Iteration 109Q: 3 clusters Score -8479084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -8479081.000000 Penalty: 5324.918457
	Iteration 110Q: 3 clusters Score -8479081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -8479073.000000 Penalty: 5324.918457
	Iteration 111Q: 3 clusters Score -8479073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -8479070.000000 Penalty: 5324.918457
	Iteration 112Q: 3 clusters Score -8479070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -8479070.000000 Penalty: 5324.918457
	Iteration 113Q: 3 clusters Score -8479070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -8479072.000000 Penalty: 5324.918457
	Iteration 114Q: 3 clusters Score -8479072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -8479072.000000 Penalty: 5324.918457
	Iteration 115Q: 3 clusters Score -8479072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -8479073.000000 Penalty: 5324.918457
	Iteration 116Q: 3 clusters Score -8479073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -8479072.000000 Penalty: 5324.918457
	Iteration 117Q: 3 clusters Score -8479072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -8479062.000000 Penalty: 5324.918457
	Iteration 118Q: 3 clusters Score -8479062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -8479062.000000 Penalty: 5324.918457
	Iteration 119Q: 3 clusters Score -8479062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -8479063.000000 Penalty: 5324.918457
	Iteration 120F: 3 clusters Score -8479063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -8479066.000000 Penalty: 5324.918457
	Iteration 121Q: 3 clusters Score -8479066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -8479066.000000 Penalty: 5324.918457
	Iteration 122F: 3 clusters Score -8479066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Entering Unmasked Estep 
Score: -188544.765625 Penalty: 1732.897583
	Iteration 0F: 2 clusters Score -188544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -186694.312500 Penalty: 3465.795166
	Iteration 0F: 3 clusters Score -186694.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -187354.375000 Penalty: 3465.795166
	Iteration 1F: 3 clusters Score -187354.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -187619.843750 Penalty: 3465.795166
	Iteration 2F: 3 clusters Score -187619.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -187827.078125 Penalty: 3465.795166
	Iteration 3F: 3 clusters Score -187827.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -188001.671875 Penalty: 3465.795166
	Iteration 4F: 3 clusters Score -188001.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -188125.812500 Penalty: 3465.795166
	Iteration 5Q: 3 clusters Score -188125.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -188284.250000 Penalty: 3465.795166
	Iteration 6Q: 3 clusters Score -188284.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -188366.250000 Penalty: 3465.795166
	Iteration 7Q: 3 clusters Score -188366.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -188407.265625 Penalty: 3465.795166
	Iteration 8Q: 3 clusters Score -188407.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -188452.437500 Penalty: 3465.795166
	Iteration 9Q: 3 clusters Score -188452.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -188493.437500 Penalty: 3465.795166
	Iteration 10Q: 3 clusters Score -188493.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -188531.468750 Penalty: 3465.795166
	Iteration 11Q: 3 clusters Score -188531.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -188555.859375 Penalty: 3465.795166
	Iteration 12Q: 3 clusters Score -188555.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -188607.796875 Penalty: 3465.795166
	Iteration 13Q: 3 clusters Score -188607.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -188660.562500 Penalty: 3465.795166
	Iteration 14Q: 3 clusters Score -188660.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -188668.281250 Penalty: 3465.795166
	Iteration 15Q: 3 clusters Score -188668.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -188668.281250 Penalty: 3465.795166
	Iteration 16F: 3 clusters Score -188668.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45969 members 
Mstep: Class 3 contains 870 members 
Mstep: Class 4 contains 64569 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 45597 members 
Mstep: Class 7 contains 44220 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 50770 members 
Mstep: Class 10 contains 3453 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 50615 members 
Mstep: Class 13 contains 33981 members 
Mstep: Class 14 contains 46695 members 
Mstep: Class 15 contains 213 members 
Mstep: Class 16 contains 55093 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 2726 members 
Mstep: Class 19 contains 44873 members 
Mstep: Class 20 contains 49577 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 50549 members 
Mstep: Class 23 contains 856 members 
Mstep: Class 24 contains 49215 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
Score: -126901256.000000 Penalty: 83433.343750
Splitting cluster 3 changes total score from -126903200.000000 to -126901256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (64569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Entering Unmasked Estep 
Score: -12033344.000000 Penalty: 2746.721436
	Iteration 0F: 2 clusters Score -1.203334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -12005553.000000 Penalty: 5493.442871
	Iteration 0F: 3 clusters Score -1.200555e+07 nChanged 30106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -12022462.000000 Penalty: 5493.442871
	Iteration 1F: 3 clusters Score -1.202246e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -12022989.000000 Penalty: 5493.442871
	Iteration 2Q: 3 clusters Score -1.202299e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -12023375.000000 Penalty: 5493.442871
	Iteration 3Q: 3 clusters Score -1.202338e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -12023828.000000 Penalty: 5493.442871
	Iteration 4Q: 3 clusters Score -1.202383e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -12024275.000000 Penalty: 5493.442871
	Iteration 5Q: 3 clusters Score -1.202428e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -12024792.000000 Penalty: 5493.442871
	Iteration 6Q: 3 clusters Score -1.202479e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -12025346.000000 Penalty: 5493.442871
	Iteration 7Q: 3 clusters Score -1.202535e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -12025928.000000 Penalty: 5493.442871
	Iteration 8Q: 3 clusters Score -1.202593e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -12026743.000000 Penalty: 5493.442871
	Iteration 9Q: 3 clusters Score -1.202674e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -12028002.000000 Penalty: 5493.442871
	Iteration 10Q: 3 clusters Score -1.2028e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -12029686.000000 Penalty: 5493.442871
	Iteration 11Q: 3 clusters Score -1.202969e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -12031808.000000 Penalty: 5493.442871
	Iteration 12F: 3 clusters Score -1.203181e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -12033649.000000 Penalty: 5493.442871
	Iteration 13F: 3 clusters Score -1.203365e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -12034962.000000 Penalty: 5493.442871
	Iteration 14F: 3 clusters Score -1.203496e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -12035159.000000 Penalty: 5493.442871
	Iteration 15Q: 3 clusters Score -1.203516e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -12035104.000000 Penalty: 5493.442871
	Iteration 16Q: 3 clusters Score -1.20351e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -12034992.000000 Penalty: 5493.442871
	Iteration 17Q: 3 clusters Score -1.203499e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -12034793.000000 Penalty: 5493.442871
	Iteration 18Q: 3 clusters Score -1.203479e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -12034504.000000 Penalty: 5493.442871
	Iteration 19Q: 3 clusters Score -1.20345e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -12034206.000000 Penalty: 5493.442871
	Iteration 20F: 3 clusters Score -1.203421e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -12033973.000000 Penalty: 5493.442871
	Iteration 21Q: 3 clusters Score -1.203397e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -12033743.000000 Penalty: 5493.442871
	Iteration 22Q: 3 clusters Score -1.203374e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -12033568.000000 Penalty: 5493.442871
	Iteration 23Q: 3 clusters Score -1.203357e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -12033487.000000 Penalty: 5493.442871
	Iteration 24Q: 3 clusters Score -1.203349e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -12033436.000000 Penalty: 5493.442871
	Iteration 25Q: 3 clusters Score -1.203344e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -12033412.000000 Penalty: 5493.442871
	Iteration 26Q: 3 clusters Score -1.203341e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -12033389.000000 Penalty: 5493.442871
	Iteration 27Q: 3 clusters Score -1.203339e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -12033335.000000 Penalty: 5493.442871
	Iteration 28Q: 3 clusters Score -1.203334e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56440 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -12033317.000000 Penalty: 5493.442871
	Iteration 29Q: 3 clusters Score -1.203332e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -12033315.000000 Penalty: 5493.442871
	Iteration 30Q: 3 clusters Score -1.203332e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -12033405.000000 Penalty: 5493.442871
	Iteration 31Q: 3 clusters Score -1.20334e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -12033460.000000 Penalty: 5493.442871
	Iteration 32Q: 3 clusters Score -1.203346e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -12033566.000000 Penalty: 5493.442871
	Iteration 33Q: 3 clusters Score -1.203357e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55967 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -12033593.000000 Penalty: 5493.442871
	Iteration 34Q: 3 clusters Score -1.203359e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -12033666.000000 Penalty: 5493.442871
	Iteration 35Q: 3 clusters Score -1.203367e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -12033694.000000 Penalty: 5493.442871
	Iteration 36Q: 3 clusters Score -1.203369e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -12033674.000000 Penalty: 5493.442871
	Iteration 37Q: 3 clusters Score -1.203367e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -12033669.000000 Penalty: 5493.442871
	Iteration 38Q: 3 clusters Score -1.203367e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -12033666.000000 Penalty: 5493.442871
	Iteration 39Q: 3 clusters Score -1.203367e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -12033749.000000 Penalty: 5493.442871
	Iteration 40F: 3 clusters Score -1.203375e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -12033823.000000 Penalty: 5493.442871
	Iteration 41Q: 3 clusters Score -1.203382e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -12033910.000000 Penalty: 5493.442871
	Iteration 42Q: 3 clusters Score -1.203391e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -12033966.000000 Penalty: 5493.442871
	Iteration 43Q: 3 clusters Score -1.203397e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -12034022.000000 Penalty: 5493.442871
	Iteration 44Q: 3 clusters Score -1.203402e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -12034063.000000 Penalty: 5493.442871
	Iteration 45Q: 3 clusters Score -1.203406e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -12034149.000000 Penalty: 5493.442871
	Iteration 46Q: 3 clusters Score -1.203415e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -12034247.000000 Penalty: 5493.442871
	Iteration 47Q: 3 clusters Score -1.203425e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -12034311.000000 Penalty: 5493.442871
	Iteration 48Q: 3 clusters Score -1.203431e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -12034419.000000 Penalty: 5493.442871
	Iteration 49Q: 3 clusters Score -1.203442e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -12034480.000000 Penalty: 5493.442871
	Iteration 50Q: 3 clusters Score -1.203448e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -12034585.000000 Penalty: 5493.442871
	Iteration 51Q: 3 clusters Score -1.203458e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -12034678.000000 Penalty: 5493.442871
	Iteration 52Q: 3 clusters Score -1.203468e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -12034848.000000 Penalty: 5493.442871
	Iteration 53Q: 3 clusters Score -1.203485e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -12034996.000000 Penalty: 5493.442871
	Iteration 54Q: 3 clusters Score -1.2035e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -12035121.000000 Penalty: 5493.442871
	Iteration 55Q: 3 clusters Score -1.203512e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -12035281.000000 Penalty: 5493.442871
	Iteration 56Q: 3 clusters Score -1.203528e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -12035424.000000 Penalty: 5493.442871
	Iteration 57Q: 3 clusters Score -1.203542e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -12035540.000000 Penalty: 5493.442871
	Iteration 58Q: 3 clusters Score -1.203554e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -12035701.000000 Penalty: 5493.442871
	Iteration 59Q: 3 clusters Score -1.20357e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -12035990.000000 Penalty: 5493.442871
	Iteration 60F: 3 clusters Score -1.203599e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -12036350.000000 Penalty: 5493.442871
	Iteration 61Q: 3 clusters Score -1.203635e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -12036812.000000 Penalty: 5493.442871
	Iteration 62Q: 3 clusters Score -1.203681e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -12037226.000000 Penalty: 5493.442871
	Iteration 63Q: 3 clusters Score -1.203723e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -12037497.000000 Penalty: 5493.442871
	Iteration 64Q: 3 clusters Score -1.20375e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -12037766.000000 Penalty: 5493.442871
	Iteration 65Q: 3 clusters Score -1.203777e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -12037881.000000 Penalty: 5493.442871
	Iteration 66Q: 3 clusters Score -1.203788e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -12038024.000000 Penalty: 5493.442871
	Iteration 67Q: 3 clusters Score -1.203802e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -12038164.000000 Penalty: 5493.442871
	Iteration 68Q: 3 clusters Score -1.203816e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -12038275.000000 Penalty: 5493.442871
	Iteration 69Q: 3 clusters Score -1.203828e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -12038373.000000 Penalty: 5493.442871
	Iteration 70Q: 3 clusters Score -1.203837e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -12038509.000000 Penalty: 5493.442871
	Iteration 71Q: 3 clusters Score -1.203851e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -12038556.000000 Penalty: 5493.442871
	Iteration 72Q: 3 clusters Score -1.203856e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -12038673.000000 Penalty: 5493.442871
	Iteration 73Q: 3 clusters Score -1.203867e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -12038705.000000 Penalty: 5493.442871
	Iteration 74Q: 3 clusters Score -1.20387e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -12038741.000000 Penalty: 5493.442871
	Iteration 75Q: 3 clusters Score -1.203874e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -12038715.000000 Penalty: 5493.442871
	Iteration 76Q: 3 clusters Score -1.203872e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -12038776.000000 Penalty: 5493.442871
	Iteration 77Q: 3 clusters Score -1.203878e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -12038769.000000 Penalty: 5493.442871
	Iteration 78Q: 3 clusters Score -1.203877e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -12038728.000000 Penalty: 5493.442871
	Iteration 79Q: 3 clusters Score -1.203873e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -12038801.000000 Penalty: 5493.442871
	Iteration 80F: 3 clusters Score -1.20388e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -12038772.000000 Penalty: 5493.442871
	Iteration 81Q: 3 clusters Score -1.203877e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -12038800.000000 Penalty: 5493.442871
	Iteration 82Q: 3 clusters Score -1.20388e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -12038811.000000 Penalty: 5493.442871
	Iteration 83Q: 3 clusters Score -1.203881e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -12038806.000000 Penalty: 5493.442871
	Iteration 84Q: 3 clusters Score -1.203881e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -12038819.000000 Penalty: 5493.442871
	Iteration 85Q: 3 clusters Score -1.203882e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -12038829.000000 Penalty: 5493.442871
	Iteration 86Q: 3 clusters Score -1.203883e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -12038821.000000 Penalty: 5493.442871
	Iteration 87Q: 3 clusters Score -1.203882e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -12038851.000000 Penalty: 5493.442871
	Iteration 88Q: 3 clusters Score -1.203885e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -12038862.000000 Penalty: 5493.442871
	Iteration 89Q: 3 clusters Score -1.203886e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -12038860.000000 Penalty: 5493.442871
	Iteration 90Q: 3 clusters Score -1.203886e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -12038847.000000 Penalty: 5493.442871
	Iteration 91Q: 3 clusters Score -1.203885e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -12038852.000000 Penalty: 5493.442871
	Iteration 92Q: 3 clusters Score -1.203885e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -12038827.000000 Penalty: 5493.442871
	Iteration 93Q: 3 clusters Score -1.203883e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -12038828.000000 Penalty: 5493.442871
	Iteration 94Q: 3 clusters Score -1.203883e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -12038838.000000 Penalty: 5493.442871
	Iteration 95Q: 3 clusters Score -1.203884e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -12038856.000000 Penalty: 5493.442871
	Iteration 96Q: 3 clusters Score -1.203886e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -12038869.000000 Penalty: 5493.442871
	Iteration 97Q: 3 clusters Score -1.203887e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -12038867.000000 Penalty: 5493.442871
	Iteration 98Q: 3 clusters Score -1.203887e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -12038880.000000 Penalty: 5493.442871
	Iteration 99Q: 3 clusters Score -1.203888e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -12038865.000000 Penalty: 5493.442871
	Iteration 100F: 3 clusters Score -1.203886e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -12038876.000000 Penalty: 5493.442871
	Iteration 101Q: 3 clusters Score -1.203888e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -12038870.000000 Penalty: 5493.442871
	Iteration 102Q: 3 clusters Score -1.203887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -12038853.000000 Penalty: 5493.442871
	Iteration 103Q: 3 clusters Score -1.203885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -12038858.000000 Penalty: 5493.442871
	Iteration 104Q: 3 clusters Score -1.203886e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -12038850.000000 Penalty: 5493.442871
	Iteration 105Q: 3 clusters Score -1.203885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -12038834.000000 Penalty: 5493.442871
	Iteration 106Q: 3 clusters Score -1.203883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -12038838.000000 Penalty: 5493.442871
	Iteration 107Q: 3 clusters Score -1.203884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -12038841.000000 Penalty: 5493.442871
	Iteration 108Q: 3 clusters Score -1.203884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -12038846.000000 Penalty: 5493.442871
	Iteration 109Q: 3 clusters Score -1.203885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -12038838.000000 Penalty: 5493.442871
	Iteration 110Q: 3 clusters Score -1.203884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -12038837.000000 Penalty: 5493.442871
	Iteration 111Q: 3 clusters Score -1.203884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -12038839.000000 Penalty: 5493.442871
	Iteration 112Q: 3 clusters Score -1.203884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -12038840.000000 Penalty: 5493.442871
	Iteration 113Q: 3 clusters Score -1.203884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -12038847.000000 Penalty: 5493.442871
	Iteration 114Q: 3 clusters Score -1.203885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -12038847.000000 Penalty: 5493.442871
	Iteration 115F: 3 clusters Score -1.203885e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45969 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 42222 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 45597 members 
Mstep: Class 7 contains 44220 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 50770 members 
Mstep: Class 10 contains 3453 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 50615 members 
Mstep: Class 13 contains 33981 members 
Mstep: Class 14 contains 46695 members 
Mstep: Class 15 contains 22347 members 
Mstep: Class 16 contains 55093 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 2726 members 
Mstep: Class 19 contains 44873 members 
Mstep: Class 20 contains 49577 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 50549 members 
Mstep: Class 23 contains 856 members 
Mstep: Class 24 contains 49215 members 
Mstep: Class 25 contains 538 members 
Entering Unmasked Estep 
Score: -126907616.000000 Penalty: 83433.343750
Splitting cluster 4 changes total score from -126903200.000000 to -126907616.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (44750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Entering Unmasked Estep 
Score: -8257858.500000 Penalty: 2655.793945
	Iteration 0F: 2 clusters Score -8257858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -8228545.000000 Penalty: 5311.587891
	Iteration 0F: 3 clusters Score -8228545 nChanged 20697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -8240018.000000 Penalty: 5311.587891
	Iteration 1F: 3 clusters Score -8240018 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -8240761.500000 Penalty: 5311.587891
	Iteration 2Q: 3 clusters Score -8240762 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -8241583.000000 Penalty: 5311.587891
	Iteration 3Q: 3 clusters Score -8241583 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -8242582.000000 Penalty: 5311.587891
	Iteration 4Q: 3 clusters Score -8242582 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -8243692.500000 Penalty: 5311.587891
	Iteration 5Q: 3 clusters Score -8243692 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -8244940.000000 Penalty: 5311.587891
	Iteration 6Q: 3 clusters Score -8244940 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -8246273.500000 Penalty: 5311.587891
	Iteration 7F: 3 clusters Score -8246274 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -8247685.000000 Penalty: 5311.587891
	Iteration 8F: 3 clusters Score -8247685 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -8249125.500000 Penalty: 5311.587891
	Iteration 9F: 3 clusters Score -8249126 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -8250249.000000 Penalty: 5311.587891
	Iteration 10F: 3 clusters Score -8250249 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -8250887.500000 Penalty: 5311.587891
	Iteration 11Q: 3 clusters Score -8250888 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -8251268.500000 Penalty: 5311.587891
	Iteration 12Q: 3 clusters Score -8251268 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -8251463.000000 Penalty: 5311.587891
	Iteration 13Q: 3 clusters Score -8251463 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -8251606.500000 Penalty: 5311.587891
	Iteration 14Q: 3 clusters Score -8251606 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -8251735.000000 Penalty: 5311.587891
	Iteration 15Q: 3 clusters Score -8251735 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -8251873.500000 Penalty: 5311.587891
	Iteration 16Q: 3 clusters Score -8251874 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -8251969.500000 Penalty: 5311.587891
	Iteration 17Q: 3 clusters Score -8251970 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -8252081.500000 Penalty: 5311.587891
	Iteration 18Q: 3 clusters Score -8252082 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -8252209.000000 Penalty: 5311.587891
	Iteration 19Q: 3 clusters Score -8252209 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -8252328.000000 Penalty: 5311.587891
	Iteration 20F: 3 clusters Score -8252328 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -8252471.000000 Penalty: 5311.587891
	Iteration 21Q: 3 clusters Score -8252471 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -8252603.500000 Penalty: 5311.587891
	Iteration 22Q: 3 clusters Score -8252604 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -8252766.000000 Penalty: 5311.587891
	Iteration 23Q: 3 clusters Score -8252766 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -8252908.000000 Penalty: 5311.587891
	Iteration 24Q: 3 clusters Score -8252908 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -8253040.000000 Penalty: 5311.587891
	Iteration 25Q: 3 clusters Score -8253040 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -8253172.000000 Penalty: 5311.587891
	Iteration 26Q: 3 clusters Score -8253172 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -8253334.500000 Penalty: 5311.587891
	Iteration 27Q: 3 clusters Score -8253334 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -8253527.000000 Penalty: 5311.587891
	Iteration 28Q: 3 clusters Score -8253527 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -8253740.500000 Penalty: 5311.587891
	Iteration 29Q: 3 clusters Score -8253740 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -8253915.500000 Penalty: 5311.587891
	Iteration 30Q: 3 clusters Score -8253916 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -8254152.500000 Penalty: 5311.587891
	Iteration 31Q: 3 clusters Score -8254152 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -8254349.000000 Penalty: 5311.587891
	Iteration 32Q: 3 clusters Score -8254349 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -8254530.500000 Penalty: 5311.587891
	Iteration 33Q: 3 clusters Score -8254530 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -8254731.500000 Penalty: 5311.587891
	Iteration 34Q: 3 clusters Score -8254732 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -8254917.000000 Penalty: 5311.587891
	Iteration 35Q: 3 clusters Score -8254917 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -8255105.500000 Penalty: 5311.587891
	Iteration 36Q: 3 clusters Score -8255106 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -8255251.000000 Penalty: 5311.587891
	Iteration 37Q: 3 clusters Score -8255251 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -8255397.000000 Penalty: 5311.587891
	Iteration 38Q: 3 clusters Score -8255397 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -8255570.000000 Penalty: 5311.587891
	Iteration 39Q: 3 clusters Score -8255570 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -8255720.000000 Penalty: 5311.587891
	Iteration 40F: 3 clusters Score -8255720 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -8255809.000000 Penalty: 5311.587891
	Iteration 41Q: 3 clusters Score -8255809 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -8255949.000000 Penalty: 5311.587891
	Iteration 42Q: 3 clusters Score -8255949 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -8256076.000000 Penalty: 5311.587891
	Iteration 43Q: 3 clusters Score -8256076 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -8256149.000000 Penalty: 5311.587891
	Iteration 44Q: 3 clusters Score -8256149 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -8256215.500000 Penalty: 5311.587891
	Iteration 45Q: 3 clusters Score -8256216 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -8256305.500000 Penalty: 5311.587891
	Iteration 46Q: 3 clusters Score -8256306 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -8256338.000000 Penalty: 5311.587891
	Iteration 47Q: 3 clusters Score -8256338 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -8256420.000000 Penalty: 5311.587891
	Iteration 48Q: 3 clusters Score -8256420 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -8256471.500000 Penalty: 5311.587891
	Iteration 49Q: 3 clusters Score -8256472 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -8256578.000000 Penalty: 5311.587891
	Iteration 50Q: 3 clusters Score -8256578 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -8256620.500000 Penalty: 5311.587891
	Iteration 51Q: 3 clusters Score -8256620 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -8256664.000000 Penalty: 5311.587891
	Iteration 52Q: 3 clusters Score -8256664 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -8256710.500000 Penalty: 5311.587891
	Iteration 53Q: 3 clusters Score -8256710 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -8256768.000000 Penalty: 5311.587891
	Iteration 54Q: 3 clusters Score -8256768 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -8256787.500000 Penalty: 5311.587891
	Iteration 55Q: 3 clusters Score -8256788 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -8256854.500000 Penalty: 5311.587891
	Iteration 56Q: 3 clusters Score -8256854 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -8256878.500000 Penalty: 5311.587891
	Iteration 57Q: 3 clusters Score -8256878 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -8256898.500000 Penalty: 5311.587891
	Iteration 58Q: 3 clusters Score -8256898 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -8256942.000000 Penalty: 5311.587891
	Iteration 59Q: 3 clusters Score -8256942 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -8256971.500000 Penalty: 5311.587891
	Iteration 60F: 3 clusters Score -8256972 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -8257010.500000 Penalty: 5311.587891
	Iteration 61Q: 3 clusters Score -8257010 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -8257007.000000 Penalty: 5311.587891
	Iteration 62Q: 3 clusters Score -8257007 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -8257021.500000 Penalty: 5311.587891
	Iteration 63Q: 3 clusters Score -8257022 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8257075.000000 Penalty: 5311.587891
	Iteration 64Q: 3 clusters Score -8257075 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -8257083.500000 Penalty: 5311.587891
	Iteration 65Q: 3 clusters Score -8257084 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -8257080.000000 Penalty: 5311.587891
	Iteration 66Q: 3 clusters Score -8257080 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8257109.000000 Penalty: 5311.587891
	Iteration 67Q: 3 clusters Score -8257109 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8257140.500000 Penalty: 5311.587891
	Iteration 68Q: 3 clusters Score -8257140 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -8257143.500000 Penalty: 5311.587891
	Iteration 69Q: 3 clusters Score -8257144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8257132.500000 Penalty: 5311.587891
	Iteration 70Q: 3 clusters Score -8257132 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8257129.000000 Penalty: 5311.587891
	Iteration 71Q: 3 clusters Score -8257129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -8257122.500000 Penalty: 5311.587891
	Iteration 72Q: 3 clusters Score -8257122 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8257134.500000 Penalty: 5311.587891
	Iteration 73Q: 3 clusters Score -8257134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8257122.000000 Penalty: 5311.587891
	Iteration 74Q: 3 clusters Score -8257122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8257138.000000 Penalty: 5311.587891
	Iteration 75Q: 3 clusters Score -8257138 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8257137.000000 Penalty: 5311.587891
	Iteration 76Q: 3 clusters Score -8257137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8257131.500000 Penalty: 5311.587891
	Iteration 77Q: 3 clusters Score -8257132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8257131.000000 Penalty: 5311.587891
	Iteration 78Q: 3 clusters Score -8257131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8257125.000000 Penalty: 5311.587891
	Iteration 79Q: 3 clusters Score -8257125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8257128.000000 Penalty: 5311.587891
	Iteration 80F: 3 clusters Score -8257128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8257115.500000 Penalty: 5311.587891
	Iteration 81Q: 3 clusters Score -8257116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8257100.000000 Penalty: 5311.587891
	Iteration 82Q: 3 clusters Score -8257100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8257095.500000 Penalty: 5311.587891
	Iteration 83Q: 3 clusters Score -8257096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8257082.000000 Penalty: 5311.587891
	Iteration 84Q: 3 clusters Score -8257082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8257099.000000 Penalty: 5311.587891
	Iteration 85Q: 3 clusters Score -8257099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8257110.000000 Penalty: 5311.587891
	Iteration 86Q: 3 clusters Score -8257110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8257102.500000 Penalty: 5311.587891
	Iteration 87Q: 3 clusters Score -8257102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8257103.500000 Penalty: 5311.587891
	Iteration 88Q: 3 clusters Score -8257104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8257090.500000 Penalty: 5311.587891
	Iteration 89Q: 3 clusters Score -8257090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8257086.500000 Penalty: 5311.587891
	Iteration 90Q: 3 clusters Score -8257086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8257089.000000 Penalty: 5311.587891
	Iteration 91Q: 3 clusters Score -8257089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8257087.500000 Penalty: 5311.587891
	Iteration 92Q: 3 clusters Score -8257088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8257090.500000 Penalty: 5311.587891
	Iteration 93Q: 3 clusters Score -8257090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8257088.500000 Penalty: 5311.587891
	Iteration 94Q: 3 clusters Score -8257088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8257088.500000 Penalty: 5311.587891
	Iteration 95F: 3 clusters Score -8257088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Entering Unmasked Estep 
Score: -8341709.500000 Penalty: 2660.444092
	Iteration 0F: 2 clusters Score -8341710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -8311457.000000 Penalty: 5320.888184
	Iteration 0F: 3 clusters Score -8311457 nChanged 21021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -8322909.500000 Penalty: 5320.888184
	Iteration 1F: 3 clusters Score -8322910 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -8323468.000000 Penalty: 5320.888184
	Iteration 2Q: 3 clusters Score -8323468 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -8324020.000000 Penalty: 5320.888184
	Iteration 3Q: 3 clusters Score -8324020 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -8324781.500000 Penalty: 5320.888184
	Iteration 4Q: 3 clusters Score -8324782 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -8325961.000000 Penalty: 5320.888184
	Iteration 5F: 3 clusters Score -8325961 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -8327897.000000 Penalty: 5320.888184
	Iteration 6F: 3 clusters Score -8327897 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -8330759.500000 Penalty: 5320.888184
	Iteration 7F: 3 clusters Score -8330760 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -8333968.500000 Penalty: 5320.888184
	Iteration 8F: 3 clusters Score -8333968 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -8336495.500000 Penalty: 5320.888184
	Iteration 9F: 3 clusters Score -8336496 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -8337928.500000 Penalty: 5320.888184
	Iteration 10Q: 3 clusters Score -8337928 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -8338763.000000 Penalty: 5320.888184
	Iteration 11Q: 3 clusters Score -8338763 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -8339212.000000 Penalty: 5320.888184
	Iteration 12Q: 3 clusters Score -8339212 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -8339451.500000 Penalty: 5320.888184
	Iteration 13Q: 3 clusters Score -8339452 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -8339580.500000 Penalty: 5320.888184
	Iteration 14Q: 3 clusters Score -8339580 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8339661.500000 Penalty: 5320.888184
	Iteration 15Q: 3 clusters Score -8339662 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -8339703.000000 Penalty: 5320.888184
	Iteration 16Q: 3 clusters Score -8339703 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -8339722.500000 Penalty: 5320.888184
	Iteration 17Q: 3 clusters Score -8339722 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -8339735.500000 Penalty: 5320.888184
	Iteration 18Q: 3 clusters Score -8339736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -8339740.500000 Penalty: 5320.888184
	Iteration 19Q: 3 clusters Score -8339740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -8339754.000000 Penalty: 5320.888184
	Iteration 20F: 3 clusters Score -8339754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -8339753.500000 Penalty: 5320.888184
	Iteration 21Q: 3 clusters Score -8339754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8339756.000000 Penalty: 5320.888184
	Iteration 22Q: 3 clusters Score -8339756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -8339760.000000 Penalty: 5320.888184
	Iteration 23Q: 3 clusters Score -8339760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -8339757.000000 Penalty: 5320.888184
	Iteration 24Q: 3 clusters Score -8339757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -8339759.000000 Penalty: 5320.888184
	Iteration 25Q: 3 clusters Score -8339759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -8339753.500000 Penalty: 5320.888184
	Iteration 26Q: 3 clusters Score -8339754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -8339752.500000 Penalty: 5320.888184
	Iteration 27Q: 3 clusters Score -8339752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -8339750.500000 Penalty: 5320.888184
	Iteration 28Q: 3 clusters Score -8339750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -8339750.500000 Penalty: 5320.888184
	Iteration 29F: 3 clusters Score -8339750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Entering Unmasked Estep 
Score: -8162434.000000 Penalty: 2652.839355
	Iteration 0F: 2 clusters Score -8162434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -8133413.500000 Penalty: 5305.678711
	Iteration 0F: 3 clusters Score -8133414 nChanged 20218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -8144391.500000 Penalty: 5305.678711
	Iteration 1F: 3 clusters Score -8144392 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -8144902.000000 Penalty: 5305.678711
	Iteration 2Q: 3 clusters Score -8144902 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -8145555.000000 Penalty: 5305.678711
	Iteration 3Q: 3 clusters Score -8145555 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -8146426.500000 Penalty: 5305.678711
	Iteration 4Q: 3 clusters Score -8146426 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -8147746.000000 Penalty: 5305.678711
	Iteration 5F: 3 clusters Score -8147746 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -8149532.000000 Penalty: 5305.678711
	Iteration 6F: 3 clusters Score -8149532 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -8152116.000000 Penalty: 5305.678711
	Iteration 7F: 3 clusters Score -8152116 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -8155272.500000 Penalty: 5305.678711
	Iteration 8F: 3 clusters Score -8155272 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -8157906.000000 Penalty: 5305.678711
	Iteration 9F: 3 clusters Score -8157906 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -8159374.000000 Penalty: 5305.678711
	Iteration 10Q: 3 clusters Score -8159374 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -8159967.500000 Penalty: 5305.678711
	Iteration 11Q: 3 clusters Score -8159968 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -8160240.500000 Penalty: 5305.678711
	Iteration 12Q: 3 clusters Score -8160240 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -8160375.000000 Penalty: 5305.678711
	Iteration 13Q: 3 clusters Score -8160375 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -8160495.500000 Penalty: 5305.678711
	Iteration 14Q: 3 clusters Score -8160496 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -8160587.000000 Penalty: 5305.678711
	Iteration 15Q: 3 clusters Score -8160587 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -8160665.000000 Penalty: 5305.678711
	Iteration 16Q: 3 clusters Score -8160665 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -8160751.000000 Penalty: 5305.678711
	Iteration 17Q: 3 clusters Score -8160751 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -8160806.000000 Penalty: 5305.678711
	Iteration 18Q: 3 clusters Score -8160806 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -8160858.000000 Penalty: 5305.678711
	Iteration 19Q: 3 clusters Score -8160858 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -8160889.000000 Penalty: 5305.678711
	Iteration 20F: 3 clusters Score -8160889 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -8160934.000000 Penalty: 5305.678711
	Iteration 21Q: 3 clusters Score -8160934 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -8160950.000000 Penalty: 5305.678711
	Iteration 22Q: 3 clusters Score -8160950 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -8160977.500000 Penalty: 5305.678711
	Iteration 23Q: 3 clusters Score -8160978 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -8160990.500000 Penalty: 5305.678711
	Iteration 24Q: 3 clusters Score -8160990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -8160992.000000 Penalty: 5305.678711
	Iteration 25Q: 3 clusters Score -8160992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -8161029.500000 Penalty: 5305.678711
	Iteration 26Q: 3 clusters Score -8161030 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -8161042.500000 Penalty: 5305.678711
	Iteration 27Q: 3 clusters Score -8161042 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -8161061.500000 Penalty: 5305.678711
	Iteration 28Q: 3 clusters Score -8161062 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -8161080.000000 Penalty: 5305.678711
	Iteration 29Q: 3 clusters Score -8161080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -8161101.000000 Penalty: 5305.678711
	Iteration 30Q: 3 clusters Score -8161101 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -8161131.000000 Penalty: 5305.678711
	Iteration 31Q: 3 clusters Score -8161131 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -8161158.500000 Penalty: 5305.678711
	Iteration 32Q: 3 clusters Score -8161158 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8161171.500000 Penalty: 5305.678711
	Iteration 33Q: 3 clusters Score -8161172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8161179.500000 Penalty: 5305.678711
	Iteration 34Q: 3 clusters Score -8161180 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -8161171.000000 Penalty: 5305.678711
	Iteration 35Q: 3 clusters Score -8161171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -8161170.000000 Penalty: 5305.678711
	Iteration 36Q: 3 clusters Score -8161170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -8161170.000000 Penalty: 5305.678711
	Iteration 37Q: 3 clusters Score -8161170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -8161187.500000 Penalty: 5305.678711
	Iteration 38Q: 3 clusters Score -8161188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8161194.000000 Penalty: 5305.678711
	Iteration 39Q: 3 clusters Score -8161194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -8161199.500000 Penalty: 5305.678711
	Iteration 40F: 3 clusters Score -8161200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -8161196.000000 Penalty: 5305.678711
	Iteration 41Q: 3 clusters Score -8161196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8161194.500000 Penalty: 5305.678711
	Iteration 42Q: 3 clusters Score -8161194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -8161208.500000 Penalty: 5305.678711
	Iteration 43Q: 3 clusters Score -8161208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -8161225.500000 Penalty: 5305.678711
	Iteration 44Q: 3 clusters Score -8161226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -8161229.000000 Penalty: 5305.678711
	Iteration 45Q: 3 clusters Score -8161229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8161225.500000 Penalty: 5305.678711
	Iteration 46Q: 3 clusters Score -8161226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -8161230.000000 Penalty: 5305.678711
	Iteration 47Q: 3 clusters Score -8161230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8161224.000000 Penalty: 5305.678711
	Iteration 48Q: 3 clusters Score -8161224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8161232.500000 Penalty: 5305.678711
	Iteration 49Q: 3 clusters Score -8161232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -8161227.500000 Penalty: 5305.678711
	Iteration 50Q: 3 clusters Score -8161228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8161230.500000 Penalty: 5305.678711
	Iteration 51Q: 3 clusters Score -8161230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8161218.500000 Penalty: 5305.678711
	Iteration 52Q: 3 clusters Score -8161218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8161231.000000 Penalty: 5305.678711
	Iteration 53Q: 3 clusters Score -8161231 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -8161229.500000 Penalty: 5305.678711
	Iteration 54Q: 3 clusters Score -8161230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -8161246.000000 Penalty: 5305.678711
	Iteration 55Q: 3 clusters Score -8161246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8161246.000000 Penalty: 5305.678711
	Iteration 56Q: 3 clusters Score -8161246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -8161240.500000 Penalty: 5305.678711
	Iteration 57Q: 3 clusters Score -8161240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8161249.500000 Penalty: 5305.678711
	Iteration 58Q: 3 clusters Score -8161250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8161248.500000 Penalty: 5305.678711
	Iteration 59Q: 3 clusters Score -8161248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8161252.500000 Penalty: 5305.678711
	Iteration 60F: 3 clusters Score -8161252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -8161251.500000 Penalty: 5305.678711
	Iteration 61Q: 3 clusters Score -8161252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8161249.500000 Penalty: 5305.678711
	Iteration 62Q: 3 clusters Score -8161250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8161251.500000 Penalty: 5305.678711
	Iteration 63Q: 3 clusters Score -8161252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -8161246.500000 Penalty: 5305.678711
	Iteration 64Q: 3 clusters Score -8161246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -8161245.000000 Penalty: 5305.678711
	Iteration 65Q: 3 clusters Score -8161245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -8161248.500000 Penalty: 5305.678711
	Iteration 66Q: 3 clusters Score -8161248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8161252.000000 Penalty: 5305.678711
	Iteration 67Q: 3 clusters Score -8161252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -8161260.000000 Penalty: 5305.678711
	Iteration 68Q: 3 clusters Score -8161260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8161258.500000 Penalty: 5305.678711
	Iteration 69Q: 3 clusters Score -8161258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -8161257.500000 Penalty: 5305.678711
	Iteration 70Q: 3 clusters Score -8161258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8161251.500000 Penalty: 5305.678711
	Iteration 71Q: 3 clusters Score -8161252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -8161263.000000 Penalty: 5305.678711
	Iteration 72Q: 3 clusters Score -8161263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8161257.000000 Penalty: 5305.678711
	Iteration 73Q: 3 clusters Score -8161257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -8161257.500000 Penalty: 5305.678711
	Iteration 74Q: 3 clusters Score -8161258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -8161245.500000 Penalty: 5305.678711
	Iteration 75Q: 3 clusters Score -8161246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8161251.500000 Penalty: 5305.678711
	Iteration 76Q: 3 clusters Score -8161252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8161251.500000 Penalty: 5305.678711
	Iteration 77Q: 3 clusters Score -8161252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8161250.000000 Penalty: 5305.678711
	Iteration 78Q: 3 clusters Score -8161250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8161250.500000 Penalty: 5305.678711
	Iteration 79Q: 3 clusters Score -8161250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8161250.500000 Penalty: 5305.678711
	Iteration 80F: 3 clusters Score -8161250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -57207.406250 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -57207.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55744.699219 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -55744.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56043.281250 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -56043.28 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56173.210938 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -56173.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -56239.164062 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -56239.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -56296.917969 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -56296.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -56318.886719 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -56318.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -56345.378906 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -56345.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56390.300781 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -56390.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56412.906250 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -56412.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -56430.750000 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -56430.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -56447.531250 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -56447.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -56465.246094 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -56465.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56470.359375 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -56470.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -56482.906250 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -56482.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56491.523438 Penalty: 3099.029297
	Iteration 14Q: 3 clusters Score -56491.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56492.746094 Penalty: 3099.029297
	Iteration 15F: 3 clusters Score -56492.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -56503.433594 Penalty: 3099.029297
	Iteration 16Q: 3 clusters Score -56503.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56513.191406 Penalty: 3099.029297
	Iteration 17Q: 3 clusters Score -56513.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56527.164062 Penalty: 3099.029297
	Iteration 18Q: 3 clusters Score -56527.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56535.914062 Penalty: 3099.029297
	Iteration 19Q: 3 clusters Score -56535.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56553.707031 Penalty: 3099.029297
	Iteration 20F: 3 clusters Score -56553.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -56567.421875 Penalty: 3099.029297
	Iteration 21Q: 3 clusters Score -56567.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56582.652344 Penalty: 3099.029297
	Iteration 22Q: 3 clusters Score -56582.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56586.414062 Penalty: 3099.029297
	Iteration 23Q: 3 clusters Score -56586.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56587.058594 Penalty: 3099.029297
	Iteration 24Q: 3 clusters Score -56587.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56587.058594 Penalty: 3099.029297
	Iteration 25F: 3 clusters Score -56587.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Entering Unmasked Estep 
Score: -9313934.000000 Penalty: 2687.095215
	Iteration 0F: 2 clusters Score -9313934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -9281165.000000 Penalty: 5374.190430
	Iteration 0F: 3 clusters Score -9281165 nChanged 23609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -9294207.000000 Penalty: 5374.190430
	Iteration 1F: 3 clusters Score -9294207 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -9294636.000000 Penalty: 5374.190430
	Iteration 2Q: 3 clusters Score -9294636 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -9295000.000000 Penalty: 5374.190430
	Iteration 3Q: 3 clusters Score -9295000 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -9295308.000000 Penalty: 5374.190430
	Iteration 4Q: 3 clusters Score -9295308 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -9295609.000000 Penalty: 5374.190430
	Iteration 5Q: 3 clusters Score -9295609 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -9295899.000000 Penalty: 5374.190430
	Iteration 6Q: 3 clusters Score -9295899 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -9296365.000000 Penalty: 5374.190430
	Iteration 7Q: 3 clusters Score -9296365 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -9297065.000000 Penalty: 5374.190430
	Iteration 8Q: 3 clusters Score -9297065 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -9298148.000000 Penalty: 5374.190430
	Iteration 9Q: 3 clusters Score -9298148 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -9299845.000000 Penalty: 5374.190430
	Iteration 10F: 3 clusters Score -9299845 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -9302400.000000 Penalty: 5374.190430
	Iteration 11F: 3 clusters Score -9302400 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -9305183.000000 Penalty: 5374.190430
	Iteration 12F: 3 clusters Score -9305183 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -9307424.000000 Penalty: 5374.190430
	Iteration 13F: 3 clusters Score -9307424 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -9308667.000000 Penalty: 5374.190430
	Iteration 14Q: 3 clusters Score -9308667 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -9309403.000000 Penalty: 5374.190430
	Iteration 15Q: 3 clusters Score -9309403 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -9309815.000000 Penalty: 5374.190430
	Iteration 16Q: 3 clusters Score -9309815 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -9310136.000000 Penalty: 5374.190430
	Iteration 17Q: 3 clusters Score -9310136 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -9310384.000000 Penalty: 5374.190430
	Iteration 18Q: 3 clusters Score -9310384 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -9310654.000000 Penalty: 5374.190430
	Iteration 19Q: 3 clusters Score -9310654 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -9310871.000000 Penalty: 5374.190430
	Iteration 20F: 3 clusters Score -9310871 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -9310993.000000 Penalty: 5374.190430
	Iteration 21Q: 3 clusters Score -9310993 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -9311100.000000 Penalty: 5374.190430
	Iteration 22Q: 3 clusters Score -9311100 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9311153.000000 Penalty: 5374.190430
	Iteration 23Q: 3 clusters Score -9311153 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -9311235.000000 Penalty: 5374.190430
	Iteration 24Q: 3 clusters Score -9311235 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48996 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9311307.000000 Penalty: 5374.190430
	Iteration 25Q: 3 clusters Score -9311307 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -9311390.000000 Penalty: 5374.190430
	Iteration 26Q: 3 clusters Score -9311390 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -9311430.000000 Penalty: 5374.190430
	Iteration 27Q: 3 clusters Score -9311430 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -9311464.000000 Penalty: 5374.190430
	Iteration 28Q: 3 clusters Score -9311464 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9311493.000000 Penalty: 5374.190430
	Iteration 29Q: 3 clusters Score -9311493 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9311521.000000 Penalty: 5374.190430
	Iteration 30Q: 3 clusters Score -9311521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -9311547.000000 Penalty: 5374.190430
	Iteration 31Q: 3 clusters Score -9311547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -9311558.000000 Penalty: 5374.190430
	Iteration 32Q: 3 clusters Score -9311558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9311571.000000 Penalty: 5374.190430
	Iteration 33Q: 3 clusters Score -9311571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9311588.000000 Penalty: 5374.190430
	Iteration 34Q: 3 clusters Score -9311588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9311590.000000 Penalty: 5374.190430
	Iteration 35Q: 3 clusters Score -9311590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9311599.000000 Penalty: 5374.190430
	Iteration 36Q: 3 clusters Score -9311599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9311615.000000 Penalty: 5374.190430
	Iteration 37Q: 3 clusters Score -9311615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49650 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9311613.000000 Penalty: 5374.190430
	Iteration 38Q: 3 clusters Score -9311613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9311629.000000 Penalty: 5374.190430
	Iteration 39Q: 3 clusters Score -9311629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9311623.000000 Penalty: 5374.190430
	Iteration 40F: 3 clusters Score -9311623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9311636.000000 Penalty: 5374.190430
	Iteration 41Q: 3 clusters Score -9311636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9311626.000000 Penalty: 5374.190430
	Iteration 42Q: 3 clusters Score -9311626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9311628.000000 Penalty: 5374.190430
	Iteration 43Q: 3 clusters Score -9311628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9311637.000000 Penalty: 5374.190430
	Iteration 44Q: 3 clusters Score -9311637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9311643.000000 Penalty: 5374.190430
	Iteration 45Q: 3 clusters Score -9311643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9311654.000000 Penalty: 5374.190430
	Iteration 46Q: 3 clusters Score -9311654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9311663.000000 Penalty: 5374.190430
	Iteration 47Q: 3 clusters Score -9311663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9311662.000000 Penalty: 5374.190430
	Iteration 48Q: 3 clusters Score -9311662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9311644.000000 Penalty: 5374.190430
	Iteration 49Q: 3 clusters Score -9311644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9311642.000000 Penalty: 5374.190430
	Iteration 50Q: 3 clusters Score -9311642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9311640.000000 Penalty: 5374.190430
	Iteration 51Q: 3 clusters Score -9311640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9311643.000000 Penalty: 5374.190430
	Iteration 52Q: 3 clusters Score -9311643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9311649.000000 Penalty: 5374.190430
	Iteration 53Q: 3 clusters Score -9311649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9311649.000000 Penalty: 5374.190430
	Iteration 54Q: 3 clusters Score -9311649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9311651.000000 Penalty: 5374.190430
	Iteration 55Q: 3 clusters Score -9311651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9311651.000000 Penalty: 5374.190430
	Iteration 56F: 3 clusters Score -9311651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Entering Unmasked Estep 
Score: -636381.375000 Penalty: 2020.455566
	Iteration 0F: 2 clusters Score -636381.4 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 1737 members 
Entering Unmasked Estep 
Score: -632795.437500 Penalty: 4040.911133
	Iteration 0F: 3 clusters Score -632795.4 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -633519.562500 Penalty: 4040.911133
	Iteration 1F: 3 clusters Score -633519.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -633707.562500 Penalty: 4040.911133
	Iteration 2F: 3 clusters Score -633707.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -633837.000000 Penalty: 4040.911133
	Iteration 3F: 3 clusters Score -633837 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -633928.500000 Penalty: 4040.911133
	Iteration 4Q: 3 clusters Score -633928.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -633989.062500 Penalty: 4040.911133
	Iteration 5Q: 3 clusters Score -633989.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -634036.500000 Penalty: 4040.911133
	Iteration 6Q: 3 clusters Score -634036.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -634069.437500 Penalty: 4040.911133
	Iteration 7Q: 3 clusters Score -634069.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -634090.500000 Penalty: 4040.911133
	Iteration 8Q: 3 clusters Score -634090.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -634110.750000 Penalty: 4040.911133
	Iteration 9Q: 3 clusters Score -634110.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -634129.562500 Penalty: 4040.911133
	Iteration 10Q: 3 clusters Score -634129.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -634143.125000 Penalty: 4040.911133
	Iteration 11Q: 3 clusters Score -634143.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -634155.812500 Penalty: 4040.911133
	Iteration 12Q: 3 clusters Score -634155.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -634165.500000 Penalty: 4040.911133
	Iteration 13Q: 3 clusters Score -634165.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -634176.937500 Penalty: 4040.911133
	Iteration 14Q: 3 clusters Score -634176.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -634189.000000 Penalty: 4040.911133
	Iteration 15Q: 3 clusters Score -634189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -634199.312500 Penalty: 4040.911133
	Iteration 16Q: 3 clusters Score -634199.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -634211.125000 Penalty: 4040.911133
	Iteration 17Q: 3 clusters Score -634211.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -634220.500000 Penalty: 4040.911133
	Iteration 18Q: 3 clusters Score -634220.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -634228.000000 Penalty: 4040.911133
	Iteration 19Q: 3 clusters Score -634228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -634230.187500 Penalty: 4040.911133
	Iteration 20F: 3 clusters Score -634230.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -634235.250000 Penalty: 4040.911133
	Iteration 21Q: 3 clusters Score -634235.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -634240.187500 Penalty: 4040.911133
	Iteration 22Q: 3 clusters Score -634240.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -634243.812500 Penalty: 4040.911133
	Iteration 23Q: 3 clusters Score -634243.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -634249.812500 Penalty: 4040.911133
	Iteration 24Q: 3 clusters Score -634249.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -634256.562500 Penalty: 4040.911133
	Iteration 25Q: 3 clusters Score -634256.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -634265.125000 Penalty: 4040.911133
	Iteration 26Q: 3 clusters Score -634265.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -634271.562500 Penalty: 4040.911133
	Iteration 27Q: 3 clusters Score -634271.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -634276.875000 Penalty: 4040.911133
	Iteration 28Q: 3 clusters Score -634276.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -634285.125000 Penalty: 4040.911133
	Iteration 29Q: 3 clusters Score -634285.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -634290.875000 Penalty: 4040.911133
	Iteration 30Q: 3 clusters Score -634290.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -634300.312500 Penalty: 4040.911133
	Iteration 31Q: 3 clusters Score -634300.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -634314.875000 Penalty: 4040.911133
	Iteration 32Q: 3 clusters Score -634314.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -634328.625000 Penalty: 4040.911133
	Iteration 33Q: 3 clusters Score -634328.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -634341.750000 Penalty: 4040.911133
	Iteration 34Q: 3 clusters Score -634341.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -634359.000000 Penalty: 4040.911133
	Iteration 35Q: 3 clusters Score -634359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -634373.625000 Penalty: 4040.911133
	Iteration 36Q: 3 clusters Score -634373.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -634385.187500 Penalty: 4040.911133
	Iteration 37Q: 3 clusters Score -634385.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -634395.812500 Penalty: 4040.911133
	Iteration 38Q: 3 clusters Score -634395.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -634401.687500 Penalty: 4040.911133
	Iteration 39Q: 3 clusters Score -634401.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -634406.500000 Penalty: 4040.911133
	Iteration 40F: 3 clusters Score -634406.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -634415.125000 Penalty: 4040.911133
	Iteration 41Q: 3 clusters Score -634415.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -634425.312500 Penalty: 4040.911133
	Iteration 42Q: 3 clusters Score -634425.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -634437.000000 Penalty: 4040.911133
	Iteration 43Q: 3 clusters Score -634437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -634451.812500 Penalty: 4040.911133
	Iteration 44Q: 3 clusters Score -634451.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -634465.562500 Penalty: 4040.911133
	Iteration 45Q: 3 clusters Score -634465.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -634478.750000 Penalty: 4040.911133
	Iteration 46Q: 3 clusters Score -634478.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -634485.625000 Penalty: 4040.911133
	Iteration 47Q: 3 clusters Score -634485.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -634499.437500 Penalty: 4040.911133
	Iteration 48Q: 3 clusters Score -634499.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -634515.750000 Penalty: 4040.911133
	Iteration 49Q: 3 clusters Score -634515.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -634536.375000 Penalty: 4040.911133
	Iteration 50Q: 3 clusters Score -634536.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -634550.187500 Penalty: 4040.911133
	Iteration 51Q: 3 clusters Score -634550.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -634567.937500 Penalty: 4040.911133
	Iteration 52Q: 3 clusters Score -634567.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -634574.937500 Penalty: 4040.911133
	Iteration 53Q: 3 clusters Score -634574.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -634583.000000 Penalty: 4040.911133
	Iteration 54Q: 3 clusters Score -634583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -634589.750000 Penalty: 4040.911133
	Iteration 55Q: 3 clusters Score -634589.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -634599.125000 Penalty: 4040.911133
	Iteration 56Q: 3 clusters Score -634599.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -634606.625000 Penalty: 4040.911133
	Iteration 57Q: 3 clusters Score -634606.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -634613.375000 Penalty: 4040.911133
	Iteration 58Q: 3 clusters Score -634613.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -634621.687500 Penalty: 4040.911133
	Iteration 59Q: 3 clusters Score -634621.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -634627.562500 Penalty: 4040.911133
	Iteration 60F: 3 clusters Score -634627.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -634630.812500 Penalty: 4040.911133
	Iteration 61Q: 3 clusters Score -634630.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -634636.937500 Penalty: 4040.911133
	Iteration 62Q: 3 clusters Score -634636.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -634642.562500 Penalty: 4040.911133
	Iteration 63Q: 3 clusters Score -634642.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -634646.562500 Penalty: 4040.911133
	Iteration 64Q: 3 clusters Score -634646.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -634649.437500 Penalty: 4040.911133
	Iteration 65Q: 3 clusters Score -634649.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -634654.062500 Penalty: 4040.911133
	Iteration 66Q: 3 clusters Score -634654.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -634658.187500 Penalty: 4040.911133
	Iteration 67Q: 3 clusters Score -634658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -634660.125000 Penalty: 4040.911133
	Iteration 68Q: 3 clusters Score -634660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -634662.562500 Penalty: 4040.911133
	Iteration 69Q: 3 clusters Score -634662.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -634664.250000 Penalty: 4040.911133
	Iteration 70Q: 3 clusters Score -634664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -634664.812500 Penalty: 4040.911133
	Iteration 71Q: 3 clusters Score -634664.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -634668.312500 Penalty: 4040.911133
	Iteration 72Q: 3 clusters Score -634668.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -634670.062500 Penalty: 4040.911133
	Iteration 73Q: 3 clusters Score -634670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -634673.187500 Penalty: 4040.911133
	Iteration 74Q: 3 clusters Score -634673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -634674.937500 Penalty: 4040.911133
	Iteration 75Q: 3 clusters Score -634674.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -634676.875000 Penalty: 4040.911133
	Iteration 76Q: 3 clusters Score -634676.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -634679.625000 Penalty: 4040.911133
	Iteration 77Q: 3 clusters Score -634679.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -634683.500000 Penalty: 4040.911133
	Iteration 78Q: 3 clusters Score -634683.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -634687.500000 Penalty: 4040.911133
	Iteration 79Q: 3 clusters Score -634687.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -634689.875000 Penalty: 4040.911133
	Iteration 80F: 3 clusters Score -634689.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -634692.937500 Penalty: 4040.911133
	Iteration 81Q: 3 clusters Score -634692.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -634693.562500 Penalty: 4040.911133
	Iteration 82Q: 3 clusters Score -634693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -634693.625000 Penalty: 4040.911133
	Iteration 83Q: 3 clusters Score -634693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -634694.937500 Penalty: 4040.911133
	Iteration 84Q: 3 clusters Score -634694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -634695.937500 Penalty: 4040.911133
	Iteration 85Q: 3 clusters Score -634695.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -634697.000000 Penalty: 4040.911133
	Iteration 86Q: 3 clusters Score -634697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -634698.250000 Penalty: 4040.911133
	Iteration 87Q: 3 clusters Score -634698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -634700.250000 Penalty: 4040.911133
	Iteration 88Q: 3 clusters Score -634700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -634700.687500 Penalty: 4040.911133
	Iteration 89Q: 3 clusters Score -634700.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -634700.500000 Penalty: 4040.911133
	Iteration 90Q: 3 clusters Score -634700.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -634700.500000 Penalty: 4040.911133
	Iteration 91F: 3 clusters Score -634700.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Entering Unmasked Estep 
Score: -1422282.125000 Penalty: 2218.054443
	Iteration 0F: 2 clusters Score -1422282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1416113.750000 Penalty: 4436.108887
	Iteration 0F: 3 clusters Score -1416114 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1417685.000000 Penalty: 4436.108887
	Iteration 1F: 3 clusters Score -1417685 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1417907.375000 Penalty: 4436.108887
	Iteration 2F: 3 clusters Score -1417907 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1418081.500000 Penalty: 4436.108887
	Iteration 3Q: 3 clusters Score -1418082 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1418229.625000 Penalty: 4436.108887
	Iteration 4Q: 3 clusters Score -1418230 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1418372.375000 Penalty: 4436.108887
	Iteration 5Q: 3 clusters Score -1418372 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1418490.500000 Penalty: 4436.108887
	Iteration 6Q: 3 clusters Score -1418490 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1418592.500000 Penalty: 4436.108887
	Iteration 7Q: 3 clusters Score -1418592 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1418678.250000 Penalty: 4436.108887
	Iteration 8Q: 3 clusters Score -1418678 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1418783.250000 Penalty: 4436.108887
	Iteration 9Q: 3 clusters Score -1418783 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1418891.750000 Penalty: 4436.108887
	Iteration 10Q: 3 clusters Score -1418892 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1418994.625000 Penalty: 4436.108887
	Iteration 11Q: 3 clusters Score -1418995 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1419084.125000 Penalty: 4436.108887
	Iteration 12Q: 3 clusters Score -1419084 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1419160.750000 Penalty: 4436.108887
	Iteration 13Q: 3 clusters Score -1419161 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1419227.500000 Penalty: 4436.108887
	Iteration 14Q: 3 clusters Score -1419228 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1419294.500000 Penalty: 4436.108887
	Iteration 15Q: 3 clusters Score -1419294 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1419368.750000 Penalty: 4436.108887
	Iteration 16Q: 3 clusters Score -1419369 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1419445.625000 Penalty: 4436.108887
	Iteration 17Q: 3 clusters Score -1419446 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1419512.125000 Penalty: 4436.108887
	Iteration 18Q: 3 clusters Score -1419512 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1419573.250000 Penalty: 4436.108887
	Iteration 19Q: 3 clusters Score -1419573 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1419622.000000 Penalty: 4436.108887
	Iteration 20F: 3 clusters Score -1419622 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1419677.875000 Penalty: 4436.108887
	Iteration 21Q: 3 clusters Score -1419678 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1419722.625000 Penalty: 4436.108887
	Iteration 22Q: 3 clusters Score -1419723 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1419756.750000 Penalty: 4436.108887
	Iteration 23Q: 3 clusters Score -1419757 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1419781.500000 Penalty: 4436.108887
	Iteration 24Q: 3 clusters Score -1419782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1419798.875000 Penalty: 4436.108887
	Iteration 25Q: 3 clusters Score -1419799 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1419808.125000 Penalty: 4436.108887
	Iteration 26Q: 3 clusters Score -1419808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1419812.250000 Penalty: 4436.108887
	Iteration 27Q: 3 clusters Score -1419812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1419826.125000 Penalty: 4436.108887
	Iteration 28Q: 3 clusters Score -1419826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1419836.375000 Penalty: 4436.108887
	Iteration 29Q: 3 clusters Score -1419836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1419841.375000 Penalty: 4436.108887
	Iteration 30Q: 3 clusters Score -1419841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1419844.875000 Penalty: 4436.108887
	Iteration 31Q: 3 clusters Score -1419845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1419850.375000 Penalty: 4436.108887
	Iteration 32Q: 3 clusters Score -1419850 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1419859.375000 Penalty: 4436.108887
	Iteration 33Q: 3 clusters Score -1419859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1419865.375000 Penalty: 4436.108887
	Iteration 34Q: 3 clusters Score -1419865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1419869.000000 Penalty: 4436.108887
	Iteration 35Q: 3 clusters Score -1419869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1419873.875000 Penalty: 4436.108887
	Iteration 36Q: 3 clusters Score -1419874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1419875.500000 Penalty: 4436.108887
	Iteration 37Q: 3 clusters Score -1419876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1419878.375000 Penalty: 4436.108887
	Iteration 38Q: 3 clusters Score -1419878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1419884.250000 Penalty: 4436.108887
	Iteration 39Q: 3 clusters Score -1419884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1419887.875000 Penalty: 4436.108887
	Iteration 40F: 3 clusters Score -1419888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1419888.125000 Penalty: 4436.108887
	Iteration 41Q: 3 clusters Score -1419888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1419892.875000 Penalty: 4436.108887
	Iteration 42Q: 3 clusters Score -1419893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1419899.500000 Penalty: 4436.108887
	Iteration 43Q: 3 clusters Score -1419900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1419900.125000 Penalty: 4436.108887
	Iteration 44Q: 3 clusters Score -1419900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1419904.375000 Penalty: 4436.108887
	Iteration 45Q: 3 clusters Score -1419904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1419905.000000 Penalty: 4436.108887
	Iteration 46Q: 3 clusters Score -1419905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1419908.375000 Penalty: 4436.108887
	Iteration 47Q: 3 clusters Score -1419908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1419907.750000 Penalty: 4436.108887
	Iteration 48Q: 3 clusters Score -1419908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1419909.875000 Penalty: 4436.108887
	Iteration 49Q: 3 clusters Score -1419910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1419909.750000 Penalty: 4436.108887
	Iteration 50Q: 3 clusters Score -1419910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1419909.625000 Penalty: 4436.108887
	Iteration 51Q: 3 clusters Score -1419910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1419911.750000 Penalty: 4436.108887
	Iteration 52Q: 3 clusters Score -1419912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1419912.875000 Penalty: 4436.108887
	Iteration 53Q: 3 clusters Score -1419913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1419915.625000 Penalty: 4436.108887
	Iteration 54Q: 3 clusters Score -1419916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1419919.250000 Penalty: 4436.108887
	Iteration 55Q: 3 clusters Score -1419919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1419920.250000 Penalty: 4436.108887
	Iteration 56Q: 3 clusters Score -1419920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1419920.250000 Penalty: 4436.108887
	Iteration 57F: 3 clusters Score -1419920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Entering Unmasked Estep 
Score: -9445588.000000 Penalty: 2686.336914
	Iteration 0F: 2 clusters Score -9445588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -9416114.000000 Penalty: 5372.673828
	Iteration 0F: 3 clusters Score -9416114 nChanged 23556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -9429182.000000 Penalty: 5372.673828
	Iteration 1F: 3 clusters Score -9429182 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -9430059.000000 Penalty: 5372.673828
	Iteration 2Q: 3 clusters Score -9430059 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -9431007.000000 Penalty: 5372.673828
	Iteration 3Q: 3 clusters Score -9431007 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -9432306.000000 Penalty: 5372.673828
	Iteration 4F: 3 clusters Score -9432306 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -9433660.000000 Penalty: 5372.673828
	Iteration 5F: 3 clusters Score -9433660 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -9435169.000000 Penalty: 5372.673828
	Iteration 6F: 3 clusters Score -9435169 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -9436914.000000 Penalty: 5372.673828
	Iteration 7F: 3 clusters Score -9436914 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -9438613.000000 Penalty: 5372.673828
	Iteration 8F: 3 clusters Score -9438613 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 40614 members 
Entering Unmasked Estep 
Score: -9440259.000000 Penalty: 5372.673828
	Iteration 9F: 3 clusters Score -9440259 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -9442042.000000 Penalty: 5372.673828
	Iteration 10Q: 3 clusters Score -9442042 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -9443084.000000 Penalty: 5372.673828
	Iteration 11Q: 3 clusters Score -9443084 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -9443487.000000 Penalty: 5372.673828
	Iteration 12Q: 3 clusters Score -9443487 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -9443507.000000 Penalty: 5372.673828
	Iteration 13Q: 3 clusters Score -9443507 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -9443439.000000 Penalty: 5372.673828
	Iteration 14Q: 3 clusters Score -9443439 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -9443447.000000 Penalty: 5372.673828
	Iteration 15Q: 3 clusters Score -9443447 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -9443426.000000 Penalty: 5372.673828
	Iteration 16Q: 3 clusters Score -9443426 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -9443443.000000 Penalty: 5372.673828
	Iteration 17Q: 3 clusters Score -9443443 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -9443484.000000 Penalty: 5372.673828
	Iteration 18Q: 3 clusters Score -9443484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -9443487.000000 Penalty: 5372.673828
	Iteration 19Q: 3 clusters Score -9443487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -9443513.000000 Penalty: 5372.673828
	Iteration 20F: 3 clusters Score -9443513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -9443525.000000 Penalty: 5372.673828
	Iteration 21Q: 3 clusters Score -9443525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -9443531.000000 Penalty: 5372.673828
	Iteration 22Q: 3 clusters Score -9443531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -9443552.000000 Penalty: 5372.673828
	Iteration 23Q: 3 clusters Score -9443552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -9443557.000000 Penalty: 5372.673828
	Iteration 24Q: 3 clusters Score -9443557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -9443551.000000 Penalty: 5372.673828
	Iteration 25Q: 3 clusters Score -9443551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -9443552.000000 Penalty: 5372.673828
	Iteration 26Q: 3 clusters Score -9443552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -9443559.000000 Penalty: 5372.673828
	Iteration 27Q: 3 clusters Score -9443559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -9443559.000000 Penalty: 5372.673828
	Iteration 28Q: 3 clusters Score -9443559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -9443548.000000 Penalty: 5372.673828
	Iteration 29Q: 3 clusters Score -9443548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -9443548.000000 Penalty: 5372.673828
	Iteration 30F: 3 clusters Score -9443548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Entering Unmasked Estep 
Score: -6101930.500000 Penalty: 2587.521973
	Iteration 0F: 2 clusters Score -6101930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -6078839.500000 Penalty: 5175.043945
	Iteration 0F: 3 clusters Score -6078840 nChanged 15448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -6087149.000000 Penalty: 5175.043945
	Iteration 1F: 3 clusters Score -6087149 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -6087555.000000 Penalty: 5175.043945
	Iteration 2Q: 3 clusters Score -6087555 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -6087957.500000 Penalty: 5175.043945
	Iteration 3Q: 3 clusters Score -6087958 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -6088468.500000 Penalty: 5175.043945
	Iteration 4Q: 3 clusters Score -6088468 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -6089097.500000 Penalty: 5175.043945
	Iteration 5Q: 3 clusters Score -6089098 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -6090184.500000 Penalty: 5175.043945
	Iteration 6F: 3 clusters Score -6090184 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -6091885.000000 Penalty: 5175.043945
	Iteration 7F: 3 clusters Score -6091885 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -6094044.000000 Penalty: 5175.043945
	Iteration 8F: 3 clusters Score -6094044 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -6096243.500000 Penalty: 5175.043945
	Iteration 9F: 3 clusters Score -6096244 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -6097834.500000 Penalty: 5175.043945
	Iteration 10F: 3 clusters Score -6097834 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -6098817.000000 Penalty: 5175.043945
	Iteration 11Q: 3 clusters Score -6098817 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -6099406.500000 Penalty: 5175.043945
	Iteration 12Q: 3 clusters Score -6099406 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -6099688.000000 Penalty: 5175.043945
	Iteration 13Q: 3 clusters Score -6099688 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -6099822.000000 Penalty: 5175.043945
	Iteration 14Q: 3 clusters Score -6099822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -6099889.500000 Penalty: 5175.043945
	Iteration 15Q: 3 clusters Score -6099890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -6099923.500000 Penalty: 5175.043945
	Iteration 16Q: 3 clusters Score -6099924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -6099932.500000 Penalty: 5175.043945
	Iteration 17Q: 3 clusters Score -6099932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -6099955.000000 Penalty: 5175.043945
	Iteration 18Q: 3 clusters Score -6099955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -6099945.000000 Penalty: 5175.043945
	Iteration 19Q: 3 clusters Score -6099945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -6099950.000000 Penalty: 5175.043945
	Iteration 20F: 3 clusters Score -6099950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -6099952.500000 Penalty: 5175.043945
	Iteration 21Q: 3 clusters Score -6099952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -6099959.500000 Penalty: 5175.043945
	Iteration 22Q: 3 clusters Score -6099960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -6099959.000000 Penalty: 5175.043945
	Iteration 23Q: 3 clusters Score -6099959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -6099957.500000 Penalty: 5175.043945
	Iteration 24Q: 3 clusters Score -6099958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -6099959.500000 Penalty: 5175.043945
	Iteration 25Q: 3 clusters Score -6099960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -6099959.500000 Penalty: 5175.043945
	Iteration 26Q: 3 clusters Score -6099960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -6099959.500000 Penalty: 5175.043945
	Iteration 27F: 3 clusters Score -6099960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Entering Unmasked Estep 
Score: -8608024.000000 Penalty: 2666.345215
	Iteration 0F: 2 clusters Score -8608024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -8578744.000000 Penalty: 5332.690430
	Iteration 0F: 3 clusters Score -8578744 nChanged 21355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -8590948.000000 Penalty: 5332.690430
	Iteration 1F: 3 clusters Score -8590948 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -8591802.000000 Penalty: 5332.690430
	Iteration 2Q: 3 clusters Score -8591802 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -8592924.000000 Penalty: 5332.690430
	Iteration 3Q: 3 clusters Score -8592924 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -8594172.000000 Penalty: 5332.690430
	Iteration 4F: 3 clusters Score -8594172 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -8595733.000000 Penalty: 5332.690430
	Iteration 5F: 3 clusters Score -8595733 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -8597650.000000 Penalty: 5332.690430
	Iteration 6F: 3 clusters Score -8597650 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -8599544.000000 Penalty: 5332.690430
	Iteration 7F: 3 clusters Score -8599544 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -8600929.000000 Penalty: 5332.690430
	Iteration 8F: 3 clusters Score -8600929 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -8601713.000000 Penalty: 5332.690430
	Iteration 9Q: 3 clusters Score -8601713 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -8602047.000000 Penalty: 5332.690430
	Iteration 10Q: 3 clusters Score -8602047 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -8602274.000000 Penalty: 5332.690430
	Iteration 11Q: 3 clusters Score -8602274 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -8602402.000000 Penalty: 5332.690430
	Iteration 12Q: 3 clusters Score -8602402 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -8602484.000000 Penalty: 5332.690430
	Iteration 13Q: 3 clusters Score -8602484 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -8602609.000000 Penalty: 5332.690430
	Iteration 14Q: 3 clusters Score -8602609 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -8602716.000000 Penalty: 5332.690430
	Iteration 15Q: 3 clusters Score -8602716 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -8602807.000000 Penalty: 5332.690430
	Iteration 16Q: 3 clusters Score -8602807 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -8602900.000000 Penalty: 5332.690430
	Iteration 17Q: 3 clusters Score -8602900 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -8603003.000000 Penalty: 5332.690430
	Iteration 18Q: 3 clusters Score -8603003 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -8603110.000000 Penalty: 5332.690430
	Iteration 19Q: 3 clusters Score -8603110 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -8603168.000000 Penalty: 5332.690430
	Iteration 20F: 3 clusters Score -8603168 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -8603291.000000 Penalty: 5332.690430
	Iteration 21Q: 3 clusters Score -8603291 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -8603431.000000 Penalty: 5332.690430
	Iteration 22Q: 3 clusters Score -8603431 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -8603508.000000 Penalty: 5332.690430
	Iteration 23Q: 3 clusters Score -8603508 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -8603593.000000 Penalty: 5332.690430
	Iteration 24Q: 3 clusters Score -8603593 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -8603703.000000 Penalty: 5332.690430
	Iteration 25Q: 3 clusters Score -8603703 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -8603794.000000 Penalty: 5332.690430
	Iteration 26Q: 3 clusters Score -8603794 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -8603894.000000 Penalty: 5332.690430
	Iteration 27Q: 3 clusters Score -8603894 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -8604001.000000 Penalty: 5332.690430
	Iteration 28Q: 3 clusters Score -8604001 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -8604066.000000 Penalty: 5332.690430
	Iteration 29Q: 3 clusters Score -8604066 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -8604155.000000 Penalty: 5332.690430
	Iteration 30Q: 3 clusters Score -8604155 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -8604236.000000 Penalty: 5332.690430
	Iteration 31Q: 3 clusters Score -8604236 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -8604328.000000 Penalty: 5332.690430
	Iteration 32Q: 3 clusters Score -8604328 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -8604440.000000 Penalty: 5332.690430
	Iteration 33Q: 3 clusters Score -8604440 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -8604551.000000 Penalty: 5332.690430
	Iteration 34Q: 3 clusters Score -8604551 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -8604670.000000 Penalty: 5332.690430
	Iteration 35Q: 3 clusters Score -8604670 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8604789 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -8604917.000000 Penalty: 5332.690430
	Iteration 37Q: 3 clusters Score -8604917 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -8605042.000000 Penalty: 5332.690430
	Iteration 38Q: 3 clusters Score -8605042 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -8605177.000000 Penalty: 5332.690430
	Iteration 39Q: 3 clusters Score -8605177 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -8605302.000000 Penalty: 5332.690430
	Iteration 40F: 3 clusters Score -8605302 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -8605402.000000 Penalty: 5332.690430
	Iteration 41Q: 3 clusters Score -8605402 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -8605525.000000 Penalty: 5332.690430
	Iteration 42Q: 3 clusters Score -8605525 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -8605667.000000 Penalty: 5332.690430
	Iteration 43Q: 3 clusters Score -8605667 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8605789 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -8605867.000000 Penalty: 5332.690430
	Iteration 45Q: 3 clusters Score -8605867 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -8606015.000000 Penalty: 5332.690430
	Iteration 46Q: 3 clusters Score -8606015 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -8606118.000000 Penalty: 5332.690430
	Iteration 47Q: 3 clusters Score -8606118 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -8606207.000000 Penalty: 5332.690430
	Iteration 48Q: 3 clusters Score -8606207 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -8606302.000000 Penalty: 5332.690430
	Iteration 49Q: 3 clusters Score -8606302 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -8606395.000000 Penalty: 5332.690430
	Iteration 50Q: 3 clusters Score -8606395 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -8606454.000000 Penalty: 5332.690430
	Iteration 51Q: 3 clusters Score -8606454 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -8606521.000000 Penalty: 5332.690430
	Iteration 52Q: 3 clusters Score -8606521 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -8606608.000000 Penalty: 5332.690430
	Iteration 53Q: 3 clusters Score -8606608 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -8606700.000000 Penalty: 5332.690430
	Iteration 54Q: 3 clusters Score -8606700 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -8606771.000000 Penalty: 5332.690430
	Iteration 55Q: 3 clusters Score -8606771 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -8606816.000000 Penalty: 5332.690430
	Iteration 56Q: 3 clusters Score -8606816 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -8606850.000000 Penalty: 5332.690430
	Iteration 57Q: 3 clusters Score -8606850 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -8606891.000000 Penalty: 5332.690430
	Iteration 58Q: 3 clusters Score -8606891 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -8606937.000000 Penalty: 5332.690430
	Iteration 59Q: 3 clusters Score -8606937 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -8606989.000000 Penalty: 5332.690430
	Iteration 60F: 3 clusters Score -8606989 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -8607038.000000 Penalty: 5332.690430
	Iteration 61Q: 3 clusters Score -8607038 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -8607087.000000 Penalty: 5332.690430
	Iteration 62Q: 3 clusters Score -8607087 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -8607142.000000 Penalty: 5332.690430
	Iteration 63Q: 3 clusters Score -8607142 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -8607145.000000 Penalty: 5332.690430
	Iteration 64Q: 3 clusters Score -8607145 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -8607212.000000 Penalty: 5332.690430
	Iteration 65Q: 3 clusters Score -8607212 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -8607227.000000 Penalty: 5332.690430
	Iteration 66Q: 3 clusters Score -8607227 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -8607269.000000 Penalty: 5332.690430
	Iteration 67Q: 3 clusters Score -8607269 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -8607272.000000 Penalty: 5332.690430
	Iteration 68Q: 3 clusters Score -8607272 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -8607217.000000 Penalty: 5332.690430
	Iteration 69Q: 3 clusters Score -8607217 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8607160.000000 Penalty: 5332.690430
	Iteration 70Q: 3 clusters Score -8607160 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -8607093.000000 Penalty: 5332.690430
	Iteration 71Q: 3 clusters Score -8607093 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -8607079.000000 Penalty: 5332.690430
	Iteration 72Q: 3 clusters Score -8607079 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -8606995.000000 Penalty: 5332.690430
	Iteration 73Q: 3 clusters Score -8606995 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -8606867.000000 Penalty: 5332.690430
	Iteration 74Q: 3 clusters Score -8606867 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8606810.000000 Penalty: 5332.690430
	Iteration 75Q: 3 clusters Score -8606810 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -8606712.000000 Penalty: 5332.690430
	Iteration 76Q: 3 clusters Score -8606712 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 44908 members 
Entering Unmasked Estep 
Score: -8606659.000000 Penalty: 5332.690430
	Iteration 77Q: 3 clusters Score -8606659 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -8606596.000000 Penalty: 5332.690430
	Iteration 78Q: 3 clusters Score -8606596 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -8606556.000000 Penalty: 5332.690430
	Iteration 79Q: 3 clusters Score -8606556 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -8606514.000000 Penalty: 5332.690430
	Iteration 80F: 3 clusters Score -8606514 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -8606471.000000 Penalty: 5332.690430
	Iteration 81Q: 3 clusters Score -8606471 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -8606437.000000 Penalty: 5332.690430
	Iteration 82Q: 3 clusters Score -8606437 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -8606413.000000 Penalty: 5332.690430
	Iteration 83Q: 3 clusters Score -8606413 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -8606394.000000 Penalty: 5332.690430
	Iteration 84Q: 3 clusters Score -8606394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -8606375.000000 Penalty: 5332.690430
	Iteration 85Q: 3 clusters Score -8606375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -8606362.000000 Penalty: 5332.690430
	Iteration 86Q: 3 clusters Score -8606362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -8606369.000000 Penalty: 5332.690430
	Iteration 87Q: 3 clusters Score -8606369 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -8606339.000000 Penalty: 5332.690430
	Iteration 88Q: 3 clusters Score -8606339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -8606321.000000 Penalty: 5332.690430
	Iteration 89Q: 3 clusters Score -8606321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -8606304.000000 Penalty: 5332.690430
	Iteration 90Q: 3 clusters Score -8606304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -8606301.000000 Penalty: 5332.690430
	Iteration 91Q: 3 clusters Score -8606301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -8606299.000000 Penalty: 5332.690430
	Iteration 92Q: 3 clusters Score -8606299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -8606290.000000 Penalty: 5332.690430
	Iteration 93Q: 3 clusters Score -8606290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -8606293.000000 Penalty: 5332.690430
	Iteration 94Q: 3 clusters Score -8606293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -8606288.000000 Penalty: 5332.690430
	Iteration 95Q: 3 clusters Score -8606288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -8606273.000000 Penalty: 5332.690430
	Iteration 96Q: 3 clusters Score -8606273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -8606280.000000 Penalty: 5332.690430
	Iteration 97Q: 3 clusters Score -8606280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -8606284.000000 Penalty: 5332.690430
	Iteration 98Q: 3 clusters Score -8606284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -8606281.000000 Penalty: 5332.690430
	Iteration 99Q: 3 clusters Score -8606281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8606275.000000 Penalty: 5332.690430
	Iteration 100F: 3 clusters Score -8606275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -8606278.000000 Penalty: 5332.690430
	Iteration 101Q: 3 clusters Score -8606278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -8606270.000000 Penalty: 5332.690430
	Iteration 102Q: 3 clusters Score -8606270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -8606268.000000 Penalty: 5332.690430
	Iteration 103Q: 3 clusters Score -8606268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -8606261.000000 Penalty: 5332.690430
	Iteration 104Q: 3 clusters Score -8606261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -8606257.000000 Penalty: 5332.690430
	Iteration 105Q: 3 clusters Score -8606257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -8606249.000000 Penalty: 5332.690430
	Iteration 106Q: 3 clusters Score -8606249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -8606244.000000 Penalty: 5332.690430
	Iteration 107Q: 3 clusters Score -8606244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -8606230.000000 Penalty: 5332.690430
	Iteration 108Q: 3 clusters Score -8606230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -8606228.000000 Penalty: 5332.690430
	Iteration 109Q: 3 clusters Score -8606228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -8606223.000000 Penalty: 5332.690430
	Iteration 110Q: 3 clusters Score -8606223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -8606217.000000 Penalty: 5332.690430
	Iteration 111Q: 3 clusters Score -8606217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -8606217.000000 Penalty: 5332.690430
	Iteration 112Q: 3 clusters Score -8606217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -8606216.000000 Penalty: 5332.690430
	Iteration 113Q: 3 clusters Score -8606216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -8606213.000000 Penalty: 5332.690430
	Iteration 114Q: 3 clusters Score -8606213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -8606214.000000 Penalty: 5332.690430
	Iteration 115Q: 3 clusters Score -8606214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -8606219.000000 Penalty: 5332.690430
	Iteration 116Q: 3 clusters Score -8606219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -8606218.000000 Penalty: 5332.690430
	Iteration 117Q: 3 clusters Score -8606218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -8606216.000000 Penalty: 5332.690430
	Iteration 118Q: 3 clusters Score -8606216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -8606207.000000 Penalty: 5332.690430
	Iteration 119Q: 3 clusters Score -8606207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -8606205.000000 Penalty: 5332.690430
	Iteration 120F: 3 clusters Score -8606205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -8606206.000000 Penalty: 5332.690430
	Iteration 121Q: 3 clusters Score -8606206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -8606205.000000 Penalty: 5332.690430
	Iteration 122Q: 3 clusters Score -8606205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -8606204.000000 Penalty: 5332.690430
	Iteration 123Q: 3 clusters Score -8606204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -8606200.000000 Penalty: 5332.690430
	Iteration 124Q: 3 clusters Score -8606200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -8606198.000000 Penalty: 5332.690430
	Iteration 125Q: 3 clusters Score -8606198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -8606201.000000 Penalty: 5332.690430
	Iteration 126Q: 3 clusters Score -8606201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -8606201.000000 Penalty: 5332.690430
	Iteration 127F: 3 clusters Score -8606201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55093 members 
Entering Unmasked Estep 
Score: -10236454.000000 Penalty: 2707.360840
	Iteration 0F: 2 clusters Score -1.023645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -10205784.000000 Penalty: 5414.721680
	Iteration 0F: 3 clusters Score -1.020578e+07 nChanged 25513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -10219992.000000 Penalty: 5414.721680
	Iteration 1F: 3 clusters Score -1.021999e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -10220573.000000 Penalty: 5414.721680
	Iteration 2Q: 3 clusters Score -1.022057e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -10221143.000000 Penalty: 5414.721680
	Iteration 3Q: 3 clusters Score -1.022114e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -10221768.000000 Penalty: 5414.721680
	Iteration 4Q: 3 clusters Score -1.022177e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -10222684.000000 Penalty: 5414.721680
	Iteration 5Q: 3 clusters Score -1.022268e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -10223902.000000 Penalty: 5414.721680
	Iteration 6Q: 3 clusters Score -1.02239e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -10225886.000000 Penalty: 5414.721680
	Iteration 7F: 3 clusters Score -1.022589e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -10228312.000000 Penalty: 5414.721680
	Iteration 8F: 3 clusters Score -1.022831e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -10230367.000000 Penalty: 5414.721680
	Iteration 9F: 3 clusters Score -1.023037e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -10231843.000000 Penalty: 5414.721680
	Iteration 10F: 3 clusters Score -1.023184e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -10232685.000000 Penalty: 5414.721680
	Iteration 11Q: 3 clusters Score -1.023268e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -10233259.000000 Penalty: 5414.721680
	Iteration 12Q: 3 clusters Score -1.023326e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 53972 members 
Entering Unmasked Estep 
Score: -10233558.000000 Penalty: 5414.721680
	Iteration 13Q: 3 clusters Score -1.023356e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -10233741.000000 Penalty: 5414.721680
	Iteration 14Q: 3 clusters Score -1.023374e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -10233873.000000 Penalty: 5414.721680
	Iteration 15Q: 3 clusters Score -1.023387e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -10233972.000000 Penalty: 5414.721680
	Iteration 16Q: 3 clusters Score -1.023397e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -10234019.000000 Penalty: 5414.721680
	Iteration 17Q: 3 clusters Score -1.023402e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -10234063.000000 Penalty: 5414.721680
	Iteration 18Q: 3 clusters Score -1.023406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -10234087.000000 Penalty: 5414.721680
	Iteration 19Q: 3 clusters Score -1.023409e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -10234121.000000 Penalty: 5414.721680
	Iteration 20F: 3 clusters Score -1.023412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -10234161.000000 Penalty: 5414.721680
	Iteration 21Q: 3 clusters Score -1.023416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 54701 members 
Entering Unmasked Estep 
Score: -10234159.000000 Penalty: 5414.721680
	Iteration 22Q: 3 clusters Score -1.023416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -10234180.000000 Penalty: 5414.721680
	Iteration 23Q: 3 clusters Score -1.023418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -10234195.000000 Penalty: 5414.721680
	Iteration 24Q: 3 clusters Score -1.02342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -10234198.000000 Penalty: 5414.721680
	Iteration 25Q: 3 clusters Score -1.02342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -10234198.000000 Penalty: 5414.721680
	Iteration 26Q: 3 clusters Score -1.02342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -10234205.000000 Penalty: 5414.721680
	Iteration 27Q: 3 clusters Score -1.02342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -10234208.000000 Penalty: 5414.721680
	Iteration 28Q: 3 clusters Score -1.023421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -10234208.000000 Penalty: 5414.721680
	Iteration 29F: 3 clusters Score -1.023421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Entering Unmasked Estep 
Score: -680944.187500 Penalty: 2038.726807
	Iteration 0F: 2 clusters Score -680944.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -677178.875000 Penalty: 4077.453613
	Iteration 0F: 3 clusters Score -677178.9 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -677990.375000 Penalty: 4077.453613
	Iteration 1F: 3 clusters Score -677990.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -678186.062500 Penalty: 4077.453613
	Iteration 2F: 3 clusters Score -678186.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -678285.687500 Penalty: 4077.453613
	Iteration 3Q: 3 clusters Score -678285.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -678344.937500 Penalty: 4077.453613
	Iteration 4Q: 3 clusters Score -678344.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -678383.937500 Penalty: 4077.453613
	Iteration 5Q: 3 clusters Score -678383.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -678406.812500 Penalty: 4077.453613
	Iteration 6Q: 3 clusters Score -678406.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -678422.750000 Penalty: 4077.453613
	Iteration 7Q: 3 clusters Score -678422.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -678433.500000 Penalty: 4077.453613
	Iteration 8Q: 3 clusters Score -678433.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -678445.000000 Penalty: 4077.453613
	Iteration 9Q: 3 clusters Score -678445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -678455.000000 Penalty: 4077.453613
	Iteration 10Q: 3 clusters Score -678455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -678462.312500 Penalty: 4077.453613
	Iteration 11Q: 3 clusters Score -678462.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -678469.437500 Penalty: 4077.453613
	Iteration 12Q: 3 clusters Score -678469.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -678475.562500 Penalty: 4077.453613
	Iteration 13Q: 3 clusters Score -678475.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -678481.687500 Penalty: 4077.453613
	Iteration 14Q: 3 clusters Score -678481.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -678491.625000 Penalty: 4077.453613
	Iteration 15Q: 3 clusters Score -678491.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -678498.312500 Penalty: 4077.453613
	Iteration 16Q: 3 clusters Score -678498.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -678507.312500 Penalty: 4077.453613
	Iteration 17Q: 3 clusters Score -678507.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -678514.250000 Penalty: 4077.453613
	Iteration 18Q: 3 clusters Score -678514.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -678519.437500 Penalty: 4077.453613
	Iteration 19Q: 3 clusters Score -678519.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -678524.500000 Penalty: 4077.453613
	Iteration 20F: 3 clusters Score -678524.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -678529.625000 Penalty: 4077.453613
	Iteration 21Q: 3 clusters Score -678529.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -678531.312500 Penalty: 4077.453613
	Iteration 22Q: 3 clusters Score -678531.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -678534.937500 Penalty: 4077.453613
	Iteration 23Q: 3 clusters Score -678534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -678536.687500 Penalty: 4077.453613
	Iteration 24Q: 3 clusters Score -678536.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -678539.187500 Penalty: 4077.453613
	Iteration 25Q: 3 clusters Score -678539.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -678545.437500 Penalty: 4077.453613
	Iteration 26Q: 3 clusters Score -678545.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -678549.437500 Penalty: 4077.453613
	Iteration 27Q: 3 clusters Score -678549.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -678553.562500 Penalty: 4077.453613
	Iteration 28Q: 3 clusters Score -678553.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -678557.500000 Penalty: 4077.453613
	Iteration 29Q: 3 clusters Score -678557.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -678560.500000 Penalty: 4077.453613
	Iteration 30Q: 3 clusters Score -678560.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -678564.687500 Penalty: 4077.453613
	Iteration 31Q: 3 clusters Score -678564.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -678567.750000 Penalty: 4077.453613
	Iteration 32Q: 3 clusters Score -678567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -678570.125000 Penalty: 4077.453613
	Iteration 33Q: 3 clusters Score -678570.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -678572.875000 Penalty: 4077.453613
	Iteration 34Q: 3 clusters Score -678572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -678573.250000 Penalty: 4077.453613
	Iteration 35Q: 3 clusters Score -678573.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -678575.187500 Penalty: 4077.453613
	Iteration 36Q: 3 clusters Score -678575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -678576.250000 Penalty: 4077.453613
	Iteration 37Q: 3 clusters Score -678576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -678577.125000 Penalty: 4077.453613
	Iteration 38Q: 3 clusters Score -678577.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -678577.375000 Penalty: 4077.453613
	Iteration 39Q: 3 clusters Score -678577.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -678580.000000 Penalty: 4077.453613
	Iteration 40F: 3 clusters Score -678580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -678580.125000 Penalty: 4077.453613
	Iteration 41Q: 3 clusters Score -678580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -678579.312500 Penalty: 4077.453613
	Iteration 42Q: 3 clusters Score -678579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -678579.750000 Penalty: 4077.453613
	Iteration 43Q: 3 clusters Score -678579.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -678580.000000 Penalty: 4077.453613
	Iteration 44Q: 3 clusters Score -678580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -678580.062500 Penalty: 4077.453613
	Iteration 45Q: 3 clusters Score -678580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -678581.875000 Penalty: 4077.453613
	Iteration 46Q: 3 clusters Score -678581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -678580.875000 Penalty: 4077.453613
	Iteration 47Q: 3 clusters Score -678580.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -678583.000000 Penalty: 4077.453613
	Iteration 48Q: 3 clusters Score -678583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -678583.625000 Penalty: 4077.453613
	Iteration 49Q: 3 clusters Score -678583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -678586.312500 Penalty: 4077.453613
	Iteration 50Q: 3 clusters Score -678586.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -678586.437500 Penalty: 4077.453613
	Iteration 51Q: 3 clusters Score -678586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -678586.000000 Penalty: 4077.453613
	Iteration 52Q: 3 clusters Score -678586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -678587.187500 Penalty: 4077.453613
	Iteration 53Q: 3 clusters Score -678587.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -678586.812500 Penalty: 4077.453613
	Iteration 54Q: 3 clusters Score -678586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -678587.750000 Penalty: 4077.453613
	Iteration 55Q: 3 clusters Score -678587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -678589.375000 Penalty: 4077.453613
	Iteration 56Q: 3 clusters Score -678589.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -678592.125000 Penalty: 4077.453613
	Iteration 57Q: 3 clusters Score -678592.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -678593.500000 Penalty: 4077.453613
	Iteration 58Q: 3 clusters Score -678593.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -678595.375000 Penalty: 4077.453613
	Iteration 59Q: 3 clusters Score -678595.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -678597.937500 Penalty: 4077.453613
	Iteration 60F: 3 clusters Score -678597.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -678599.875000 Penalty: 4077.453613
	Iteration 61Q: 3 clusters Score -678599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -678599.812500 Penalty: 4077.453613
	Iteration 62Q: 3 clusters Score -678599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -678600.250000 Penalty: 4077.453613
	Iteration 63Q: 3 clusters Score -678600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -678601.562500 Penalty: 4077.453613
	Iteration 64Q: 3 clusters Score -678601.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -678603.812500 Penalty: 4077.453613
	Iteration 65Q: 3 clusters Score -678603.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -678603.062500 Penalty: 4077.453613
	Iteration 66Q: 3 clusters Score -678603.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -678603.875000 Penalty: 4077.453613
	Iteration 67Q: 3 clusters Score -678603.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -678603.750000 Penalty: 4077.453613
	Iteration 68Q: 3 clusters Score -678603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -678604.250000 Penalty: 4077.453613
	Iteration 69Q: 3 clusters Score -678604.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -678605.437500 Penalty: 4077.453613
	Iteration 70Q: 3 clusters Score -678605.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -678605.312500 Penalty: 4077.453613
	Iteration 71Q: 3 clusters Score -678605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -678609.625000 Penalty: 4077.453613
	Iteration 72Q: 3 clusters Score -678609.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -678609.812500 Penalty: 4077.453613
	Iteration 73Q: 3 clusters Score -678609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -678609.312500 Penalty: 4077.453613
	Iteration 74Q: 3 clusters Score -678609.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -678609.312500 Penalty: 4077.453613
	Iteration 75F: 3 clusters Score -678609.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -472838.375000 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -472838.4 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 1348 members 
Entering Unmasked Estep 
Score: -469748.000000 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -469748 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -470432.250000 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -470432.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -470606.875000 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -470606.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -470710.031250 Penalty: 3923.653076
	Iteration 3Q: 3 clusters Score -470710 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -470785.500000 Penalty: 3923.653076
	Iteration 4Q: 3 clusters Score -470785.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -470864.093750 Penalty: 3923.653076
	Iteration 5Q: 3 clusters Score -470864.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -470968.656250 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -470968.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -471068.281250 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -471068.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -471147.718750 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -471147.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -471204.343750 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -471204.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -471255.875000 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -471255.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -471288.375000 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -471288.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -471310.812500 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -471310.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -471338.625000 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -471338.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -471373.000000 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -471373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -471400.593750 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -471400.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -471417.500000 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -471417.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -471432.500000 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -471432.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -471444.156250 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -471444.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -471459.468750 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -471459.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -471472.500000 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -471472.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -471481.562500 Penalty: 3923.653076
	Iteration 21Q: 3 clusters Score -471481.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -471486.093750 Penalty: 3923.653076
	Iteration 22Q: 3 clusters Score -471486.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -471488.093750 Penalty: 3923.653076
	Iteration 23Q: 3 clusters Score -471488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -471489.593750 Penalty: 3923.653076
	Iteration 24Q: 3 clusters Score -471489.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -471489.937500 Penalty: 3923.653076
	Iteration 25Q: 3 clusters Score -471489.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -471490.625000 Penalty: 3923.653076
	Iteration 26Q: 3 clusters Score -471490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -471490.625000 Penalty: 3923.653076
	Iteration 27F: 3 clusters Score -471490.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Entering Unmasked Estep 
Score: -8274998.500000 Penalty: 2656.474854
	Iteration 0F: 2 clusters Score -8274998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -8245341.500000 Penalty: 5312.949707
	Iteration 0F: 3 clusters Score -8245342 nChanged 20656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -8256746.500000 Penalty: 5312.949707
	Iteration 1F: 3 clusters Score -8256746 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -8257265.000000 Penalty: 5312.949707
	Iteration 2Q: 3 clusters Score -8257265 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -8257681.500000 Penalty: 5312.949707
	Iteration 3Q: 3 clusters Score -8257682 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -8258149.500000 Penalty: 5312.949707
	Iteration 4Q: 3 clusters Score -8258150 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -8258668.500000 Penalty: 5312.949707
	Iteration 5Q: 3 clusters Score -8258668 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -8259179.500000 Penalty: 5312.949707
	Iteration 6Q: 3 clusters Score -8259180 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -8259783.500000 Penalty: 5312.949707
	Iteration 7Q: 3 clusters Score -8259784 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -8260604.000000 Penalty: 5312.949707
	Iteration 8Q: 3 clusters Score -8260604 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -8261671.000000 Penalty: 5312.949707
	Iteration 9Q: 3 clusters Score -8261671 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -8263091.000000 Penalty: 5312.949707
	Iteration 10Q: 3 clusters Score -8263091 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -8264885.500000 Penalty: 5312.949707
	Iteration 11F: 3 clusters Score -8264886 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -8266494.500000 Penalty: 5312.949707
	Iteration 12Q: 3 clusters Score -8266494 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -8267553.500000 Penalty: 5312.949707
	Iteration 13Q: 3 clusters Score -8267554 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -8268151.500000 Penalty: 5312.949707
	Iteration 14Q: 3 clusters Score -8268152 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -8268600.000000 Penalty: 5312.949707
	Iteration 15Q: 3 clusters Score -8268600 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -8268951.500000 Penalty: 5312.949707
	Iteration 16Q: 3 clusters Score -8268952 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -8269272.500000 Penalty: 5312.949707
	Iteration 17Q: 3 clusters Score -8269272 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -8269614.000000 Penalty: 5312.949707
	Iteration 18Q: 3 clusters Score -8269614 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -8269988.500000 Penalty: 5312.949707
	Iteration 19Q: 3 clusters Score -8269988 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -8270349.500000 Penalty: 5312.949707
	Iteration 20F: 3 clusters Score -8270350 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -8270741.000000 Penalty: 5312.949707
	Iteration 21Q: 3 clusters Score -8270741 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -8271083.000000 Penalty: 5312.949707
	Iteration 22Q: 3 clusters Score -8271083 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -8271431.000000 Penalty: 5312.949707
	Iteration 23Q: 3 clusters Score -8271431 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -8271755.000000 Penalty: 5312.949707
	Iteration 24Q: 3 clusters Score -8271755 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -8272000.500000 Penalty: 5312.949707
	Iteration 25Q: 3 clusters Score -8272000 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -8272197.500000 Penalty: 5312.949707
	Iteration 26Q: 3 clusters Score -8272198 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -8272315.000000 Penalty: 5312.949707
	Iteration 27Q: 3 clusters Score -8272315 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -8272386.500000 Penalty: 5312.949707
	Iteration 28Q: 3 clusters Score -8272386 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -8272376.000000 Penalty: 5312.949707
	Iteration 29Q: 3 clusters Score -8272376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -8272379.500000 Penalty: 5312.949707
	Iteration 30Q: 3 clusters Score -8272380 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -8272392.500000 Penalty: 5312.949707
	Iteration 31Q: 3 clusters Score -8272392 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -8272402.500000 Penalty: 5312.949707
	Iteration 32Q: 3 clusters Score -8272402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -8272417.500000 Penalty: 5312.949707
	Iteration 33Q: 3 clusters Score -8272418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -8272418.000000 Penalty: 5312.949707
	Iteration 34Q: 3 clusters Score -8272418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -8272425.000000 Penalty: 5312.949707
	Iteration 35Q: 3 clusters Score -8272425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -8272446.500000 Penalty: 5312.949707
	Iteration 36Q: 3 clusters Score -8272446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -8272436.000000 Penalty: 5312.949707
	Iteration 37Q: 3 clusters Score -8272436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -8272438.500000 Penalty: 5312.949707
	Iteration 38Q: 3 clusters Score -8272438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -8272431.000000 Penalty: 5312.949707
	Iteration 39Q: 3 clusters Score -8272431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -8272488.500000 Penalty: 5312.949707
	Iteration 40F: 3 clusters Score -8272488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -8272505.500000 Penalty: 5312.949707
	Iteration 41Q: 3 clusters Score -8272506 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -8272499.500000 Penalty: 5312.949707
	Iteration 42Q: 3 clusters Score -8272500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -8272502.500000 Penalty: 5312.949707
	Iteration 43Q: 3 clusters Score -8272502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -8272506.000000 Penalty: 5312.949707
	Iteration 44Q: 3 clusters Score -8272506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -8272512.000000 Penalty: 5312.949707
	Iteration 45Q: 3 clusters Score -8272512 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -8272523.500000 Penalty: 5312.949707
	Iteration 46Q: 3 clusters Score -8272524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -8272511.000000 Penalty: 5312.949707
	Iteration 47Q: 3 clusters Score -8272511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -8272510.500000 Penalty: 5312.949707
	Iteration 48Q: 3 clusters Score -8272510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -8272510.500000 Penalty: 5312.949707
	Iteration 49Q: 3 clusters Score -8272510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -8272503.000000 Penalty: 5312.949707
	Iteration 50Q: 3 clusters Score -8272503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -8272487.500000 Penalty: 5312.949707
	Iteration 51Q: 3 clusters Score -8272488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -8272485.500000 Penalty: 5312.949707
	Iteration 52Q: 3 clusters Score -8272486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -8272504.500000 Penalty: 5312.949707
	Iteration 53Q: 3 clusters Score -8272504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -8272498.500000 Penalty: 5312.949707
	Iteration 54Q: 3 clusters Score -8272498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -8272493.000000 Penalty: 5312.949707
	Iteration 55Q: 3 clusters Score -8272493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -8272494.000000 Penalty: 5312.949707
	Iteration 56Q: 3 clusters Score -8272494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -8272497.500000 Penalty: 5312.949707
	Iteration 57Q: 3 clusters Score -8272498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -8272493.500000 Penalty: 5312.949707
	Iteration 58Q: 3 clusters Score -8272494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -8272495.500000 Penalty: 5312.949707
	Iteration 59Q: 3 clusters Score -8272496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -8272496.500000 Penalty: 5312.949707
	Iteration 60F: 3 clusters Score -8272496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -8272489.500000 Penalty: 5312.949707
	Iteration 61Q: 3 clusters Score -8272490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -8272489.000000 Penalty: 5312.949707
	Iteration 62Q: 3 clusters Score -8272489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -8272488.500000 Penalty: 5312.949707
	Iteration 63Q: 3 clusters Score -8272488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -8272502.500000 Penalty: 5312.949707
	Iteration 64Q: 3 clusters Score -8272502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -8272485.500000 Penalty: 5312.949707
	Iteration 65Q: 3 clusters Score -8272486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -8272480.500000 Penalty: 5312.949707
	Iteration 66Q: 3 clusters Score -8272480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -8272487.500000 Penalty: 5312.949707
	Iteration 67Q: 3 clusters Score -8272488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -8272500.000000 Penalty: 5312.949707
	Iteration 68Q: 3 clusters Score -8272500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -8272491.500000 Penalty: 5312.949707
	Iteration 69Q: 3 clusters Score -8272492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -8272502.500000 Penalty: 5312.949707
	Iteration 70Q: 3 clusters Score -8272502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -8272491.000000 Penalty: 5312.949707
	Iteration 71Q: 3 clusters Score -8272491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -8272498.000000 Penalty: 5312.949707
	Iteration 72Q: 3 clusters Score -8272498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -8272476.000000 Penalty: 5312.949707
	Iteration 73Q: 3 clusters Score -8272476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -8272475.000000 Penalty: 5312.949707
	Iteration 74Q: 3 clusters Score -8272475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -8272472.500000 Penalty: 5312.949707
	Iteration 75Q: 3 clusters Score -8272472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -8272474.000000 Penalty: 5312.949707
	Iteration 76Q: 3 clusters Score -8272474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -8272476.000000 Penalty: 5312.949707
	Iteration 77Q: 3 clusters Score -8272476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -8272476.000000 Penalty: 5312.949707
	Iteration 78Q: 3 clusters Score -8272476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -8272465.000000 Penalty: 5312.949707
	Iteration 79Q: 3 clusters Score -8272465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -8272470.000000 Penalty: 5312.949707
	Iteration 80F: 3 clusters Score -8272470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -8272474.000000 Penalty: 5312.949707
	Iteration 81Q: 3 clusters Score -8272474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -8272477.500000 Penalty: 5312.949707
	Iteration 82Q: 3 clusters Score -8272478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -8272478.000000 Penalty: 5312.949707
	Iteration 83Q: 3 clusters Score -8272478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -8272485.000000 Penalty: 5312.949707
	Iteration 84Q: 3 clusters Score -8272485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -8272483.000000 Penalty: 5312.949707
	Iteration 85Q: 3 clusters Score -8272483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -8272478.000000 Penalty: 5312.949707
	Iteration 86Q: 3 clusters Score -8272478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -8272482.000000 Penalty: 5312.949707
	Iteration 87Q: 3 clusters Score -8272482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -8272491.000000 Penalty: 5312.949707
	Iteration 88Q: 3 clusters Score -8272491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -8272491.500000 Penalty: 5312.949707
	Iteration 89Q: 3 clusters Score -8272492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -8272487.500000 Penalty: 5312.949707
	Iteration 90Q: 3 clusters Score -8272488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -8272496.000000 Penalty: 5312.949707
	Iteration 91Q: 3 clusters Score -8272496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -8272503.500000 Penalty: 5312.949707
	Iteration 92Q: 3 clusters Score -8272504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -8272497.500000 Penalty: 5312.949707
	Iteration 93Q: 3 clusters Score -8272498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -8272504.500000 Penalty: 5312.949707
	Iteration 94Q: 3 clusters Score -8272504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -8272500.000000 Penalty: 5312.949707
	Iteration 95Q: 3 clusters Score -8272500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -8272505.000000 Penalty: 5312.949707
	Iteration 96Q: 3 clusters Score -8272505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -8272501.000000 Penalty: 5312.949707
	Iteration 97Q: 3 clusters Score -8272501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -8272509.500000 Penalty: 5312.949707
	Iteration 98Q: 3 clusters Score -8272510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -8272505.500000 Penalty: 5312.949707
	Iteration 99Q: 3 clusters Score -8272506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -8272509.500000 Penalty: 5312.949707
	Iteration 100F: 3 clusters Score -8272510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -8272513.000000 Penalty: 5312.949707
	Iteration 101Q: 3 clusters Score -8272513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -8272513.000000 Penalty: 5312.949707
	Iteration 102F: 3 clusters Score -8272513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Entering Unmasked Estep 
Score: -9178393.000000 Penalty: 2681.197998
	Iteration 0F: 2 clusters Score -9178393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -9150017.000000 Penalty: 5362.395996
	Iteration 0F: 3 clusters Score -9150017 nChanged 22871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -9162568.000000 Penalty: 5362.395996
	Iteration 1F: 3 clusters Score -9162568 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -9163208.000000 Penalty: 5362.395996
	Iteration 2Q: 3 clusters Score -9163208 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -9163940.000000 Penalty: 5362.395996
	Iteration 3Q: 3 clusters Score -9163940 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -9165117.000000 Penalty: 5362.395996
	Iteration 4Q: 3 clusters Score -9165117 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -9166789.000000 Penalty: 5362.395996
	Iteration 5F: 3 clusters Score -9166789 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -9168966.000000 Penalty: 5362.395996
	Iteration 6F: 3 clusters Score -9168966 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -9171653.000000 Penalty: 5362.395996
	Iteration 7F: 3 clusters Score -9171653 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -9174432.000000 Penalty: 5362.395996
	Iteration 8F: 3 clusters Score -9174432 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -9176410.000000 Penalty: 5362.395996
	Iteration 9F: 3 clusters Score -9176410 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -9177083.000000 Penalty: 5362.395996
	Iteration 10Q: 3 clusters Score -9177083 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -9177421.000000 Penalty: 5362.395996
	Iteration 11Q: 3 clusters Score -9177421 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -9177626.000000 Penalty: 5362.395996
	Iteration 12Q: 3 clusters Score -9177626 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -9177773.000000 Penalty: 5362.395996
	Iteration 13Q: 3 clusters Score -9177773 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -9177847.000000 Penalty: 5362.395996
	Iteration 14Q: 3 clusters Score -9177847 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -9177906.000000 Penalty: 5362.395996
	Iteration 15Q: 3 clusters Score -9177906 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -9177926.000000 Penalty: 5362.395996
	Iteration 16Q: 3 clusters Score -9177926 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -9177987.000000 Penalty: 5362.395996
	Iteration 17Q: 3 clusters Score -9177987 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -9178039.000000 Penalty: 5362.395996
	Iteration 18Q: 3 clusters Score -9178039 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -9178101.000000 Penalty: 5362.395996
	Iteration 19Q: 3 clusters Score -9178101 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -9178151.000000 Penalty: 5362.395996
	Iteration 20F: 3 clusters Score -9178151 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -9178175.000000 Penalty: 5362.395996
	Iteration 21Q: 3 clusters Score -9178175 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -9178151.000000 Penalty: 5362.395996
	Iteration 22Q: 3 clusters Score -9178151 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -9178199.000000 Penalty: 5362.395996
	Iteration 23Q: 3 clusters Score -9178199 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -9178215.000000 Penalty: 5362.395996
	Iteration 24Q: 3 clusters Score -9178215 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -9178248.000000 Penalty: 5362.395996
	Iteration 25Q: 3 clusters Score -9178248 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -9178242.000000 Penalty: 5362.395996
	Iteration 26Q: 3 clusters Score -9178242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -9178271.000000 Penalty: 5362.395996
	Iteration 27Q: 3 clusters Score -9178271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -9178286.000000 Penalty: 5362.395996
	Iteration 28Q: 3 clusters Score -9178286 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -9178302.000000 Penalty: 5362.395996
	Iteration 29Q: 3 clusters Score -9178302 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9178312 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -9178324.000000 Penalty: 5362.395996
	Iteration 31Q: 3 clusters Score -9178324 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -9178330.000000 Penalty: 5362.395996
	Iteration 32Q: 3 clusters Score -9178330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -9178343.000000 Penalty: 5362.395996
	Iteration 33Q: 3 clusters Score -9178343 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -9178344.000000 Penalty: 5362.395996
	Iteration 34Q: 3 clusters Score -9178344 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -9178355.000000 Penalty: 5362.395996
	Iteration 35Q: 3 clusters Score -9178355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -9178351.000000 Penalty: 5362.395996
	Iteration 36Q: 3 clusters Score -9178351 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -9178364.000000 Penalty: 5362.395996
	Iteration 37Q: 3 clusters Score -9178364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -9178375.000000 Penalty: 5362.395996
	Iteration 38Q: 3 clusters Score -9178375 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -9178356.000000 Penalty: 5362.395996
	Iteration 39Q: 3 clusters Score -9178356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -9178376.000000 Penalty: 5362.395996
	Iteration 40F: 3 clusters Score -9178376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -9178388.000000 Penalty: 5362.395996
	Iteration 41Q: 3 clusters Score -9178388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -9178384.000000 Penalty: 5362.395996
	Iteration 42Q: 3 clusters Score -9178384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -9178393.000000 Penalty: 5362.395996
	Iteration 43Q: 3 clusters Score -9178393 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -9178392.000000 Penalty: 5362.395996
	Iteration 44Q: 3 clusters Score -9178392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9178393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -9178402.000000 Penalty: 5362.395996
	Iteration 46Q: 3 clusters Score -9178402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -9178426.000000 Penalty: 5362.395996
	Iteration 47Q: 3 clusters Score -9178426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -9178421.000000 Penalty: 5362.395996
	Iteration 48Q: 3 clusters Score -9178421 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -9178427.000000 Penalty: 5362.395996
	Iteration 49Q: 3 clusters Score -9178427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -9178434.000000 Penalty: 5362.395996
	Iteration 50Q: 3 clusters Score -9178434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9178434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9178446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9178446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9178453 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9178461 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9178473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9178467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9178470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9178479 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9178481 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9178499 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -9178523.000000 Penalty: 5362.395996
	Iteration 62Q: 3 clusters Score -9178523 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -9178529.000000 Penalty: 5362.395996
	Iteration 63Q: 3 clusters Score -9178529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9178529 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -9178538.000000 Penalty: 5362.395996
	Iteration 65Q: 3 clusters Score -9178538 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9178545 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9178559 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9178554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -9178558.000000 Penalty: 5362.395996
	Iteration 69Q: 3 clusters Score -9178558 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -9178563.000000 Penalty: 5362.395996
	Iteration 70Q: 3 clusters Score -9178563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9178565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -9178573.000000 Penalty: 5362.395996
	Iteration 72Q: 3 clusters Score -9178573 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9178577 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -9178596.000000 Penalty: 5362.395996
	Iteration 74Q: 3 clusters Score -9178596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9178612 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9178589 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9178600 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9178587 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9178598 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9178603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9178634 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9178652 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9178656 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9178699 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9178722 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9178763 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36861 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9178802 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9178828 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9178888 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9178888 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -9178916.000000 Penalty: 5362.395996
	Iteration 91Q: 3 clusters Score -9178916 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9178938 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -9178958.000000 Penalty: 5362.395996
	Iteration 93Q: 3 clusters Score -9178958 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -9178971.000000 Penalty: 5362.395996
	Iteration 94Q: 3 clusters Score -9178971 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9178983 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9178999 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -9179007.000000 Penalty: 5362.395996
	Iteration 97Q: 3 clusters Score -9179007 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -9179042.000000 Penalty: 5362.395996
	Iteration 98Q: 3 clusters Score -9179042 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -9179050.000000 Penalty: 5362.395996
	Iteration 99Q: 3 clusters Score -9179050 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -9179057.000000 Penalty: 5362.395996
	Iteration 100F: 3 clusters Score -9179057 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9179081 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9179094 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -9179100.000000 Penalty: 5362.395996
	Iteration 103Q: 3 clusters Score -9179100 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -9179124.000000 Penalty: 5362.395996
	Iteration 104Q: 3 clusters Score -9179124 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9179104 nChanged 82
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9179119 nChanged 87
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Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9179127 nChanged 115
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Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -9179154.000000 Penalty: 5362.395996
	Iteration 108Q: 3 clusters Score -9179154 nChanged 122
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9179178 nChanged 122
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9179212 nChanged 129
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9179214 nChanged 121
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Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9179213 nChanged 114
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Mstep: Class 1 contains 39540 members 
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Entering Unmasked Estep 
Score: -9179226.000000 Penalty: 5362.395996
	Iteration 113Q: 3 clusters Score -9179226 nChanged 123
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Mstep: Class 1 contains 39661 members 
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Entering Unmasked Estep 
Score: -9179237.000000 Penalty: 5362.395996
	Iteration 114Q: 3 clusters Score -9179237 nChanged 87
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Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -9179243.000000 Penalty: 5362.395996
	Iteration 115Q: 3 clusters Score -9179243 nChanged 88
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9179271 nChanged 100
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9179303 nChanged 105
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9179335 nChanged 121
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9179372 nChanged 135
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9179394 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9179425 nChanged 135
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Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9179451 nChanged 133
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9179477 nChanged 125
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -9179504.000000 Penalty: 5362.395996
	Iteration 124Q: 3 clusters Score -9179504 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -9179534.000000 Penalty: 5362.395996
	Iteration 125Q: 3 clusters Score -9179534 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -9179554.000000 Penalty: 5362.395996
	Iteration 126Q: 3 clusters Score -9179554 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -9179596.000000 Penalty: 5362.395996
	Iteration 127Q: 3 clusters Score -9179596 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -9179633.000000 Penalty: 5362.395996
	Iteration 128Q: 3 clusters Score -9179633 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -9179664.000000 Penalty: 5362.395996
	Iteration 129Q: 3 clusters Score -9179664 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -9179703.000000 Penalty: 5362.395996
	Iteration 130Q: 3 clusters Score -9179703 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -9179755.000000 Penalty: 5362.395996
	Iteration 131Q: 3 clusters Score -9179755 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -9179800.000000 Penalty: 5362.395996
	Iteration 132Q: 3 clusters Score -9179800 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -9179852.000000 Penalty: 5362.395996
	Iteration 133Q: 3 clusters Score -9179852 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -9179883.000000 Penalty: 5362.395996
	Iteration 134Q: 3 clusters Score -9179883 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -9179842.000000 Penalty: 5362.395996
	Iteration 135Q: 3 clusters Score -9179842 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -9179804.000000 Penalty: 5362.395996
	Iteration 136Q: 3 clusters Score -9179804 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -9179791.000000 Penalty: 5362.395996
	Iteration 137Q: 3 clusters Score -9179791 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -9179635.000000 Penalty: 5362.395996
	Iteration 138Q: 3 clusters Score -9179635 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -9179506.000000 Penalty: 5362.395996
	Iteration 139Q: 3 clusters Score -9179506 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -9179295.000000 Penalty: 5362.395996
	Iteration 140F: 3 clusters Score -9179295 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -9179157.000000 Penalty: 5362.395996
	Iteration 141Q: 3 clusters Score -9179157 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -9179023.000000 Penalty: 5362.395996
	Iteration 142Q: 3 clusters Score -9179023 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -9178879.000000 Penalty: 5362.395996
	Iteration 143Q: 3 clusters Score -9178879 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -9178722.000000 Penalty: 5362.395996
	Iteration 144Q: 3 clusters Score -9178722 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -9178569.000000 Penalty: 5362.395996
	Iteration 145Q: 3 clusters Score -9178569 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -9178381.000000 Penalty: 5362.395996
	Iteration 146Q: 3 clusters Score -9178381 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9178235.000000 Penalty: 5362.395996
	Iteration 147Q: 3 clusters Score -9178235 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9178093.000000 Penalty: 5362.395996
	Iteration 148Q: 3 clusters Score -9178093 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9177963.000000 Penalty: 5362.395996
	Iteration 149Q: 3 clusters Score -9177963 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9177829.000000 Penalty: 5362.395996
	Iteration 150Q: 3 clusters Score -9177829 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9177707.000000 Penalty: 5362.395996
	Iteration 151Q: 3 clusters Score -9177707 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9177598.000000 Penalty: 5362.395996
	Iteration 152Q: 3 clusters Score -9177598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9177526.000000 Penalty: 5362.395996
	Iteration 153Q: 3 clusters Score -9177526 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -9177482.000000 Penalty: 5362.395996
	Iteration 154Q: 3 clusters Score -9177482 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9177438.000000 Penalty: 5362.395996
	Iteration 155Q: 3 clusters Score -9177438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9177381.000000 Penalty: 5362.395996
	Iteration 156Q: 3 clusters Score -9177381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9177348.000000 Penalty: 5362.395996
	Iteration 157Q: 3 clusters Score -9177348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9177324.000000 Penalty: 5362.395996
	Iteration 158Q: 3 clusters Score -9177324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9177282.000000 Penalty: 5362.395996
	Iteration 159Q: 3 clusters Score -9177282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9177261.000000 Penalty: 5362.395996
	Iteration 160F: 3 clusters Score -9177261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9177233.000000 Penalty: 5362.395996
	Iteration 161Q: 3 clusters Score -9177233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9177216.000000 Penalty: 5362.395996
	Iteration 162Q: 3 clusters Score -9177216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9177207.000000 Penalty: 5362.395996
	Iteration 163Q: 3 clusters Score -9177207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9177193.000000 Penalty: 5362.395996
	Iteration 164Q: 3 clusters Score -9177193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9177202.000000 Penalty: 5362.395996
	Iteration 165Q: 3 clusters Score -9177202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9177188.000000 Penalty: 5362.395996
	Iteration 166Q: 3 clusters Score -9177188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48829 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9177176.000000 Penalty: 5362.395996
	Iteration 167Q: 3 clusters Score -9177176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9177168.000000 Penalty: 5362.395996
	Iteration 168Q: 3 clusters Score -9177168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9177168.000000 Penalty: 5362.395996
	Iteration 169Q: 3 clusters Score -9177168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9177162.000000 Penalty: 5362.395996
	Iteration 170Q: 3 clusters Score -9177162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9177154.000000 Penalty: 5362.395996
	Iteration 171Q: 3 clusters Score -9177154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9177149.000000 Penalty: 5362.395996
	Iteration 172Q: 3 clusters Score -9177149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9177147.000000 Penalty: 5362.395996
	Iteration 173Q: 3 clusters Score -9177147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9177140.000000 Penalty: 5362.395996
	Iteration 174Q: 3 clusters Score -9177140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9177140.000000 Penalty: 5362.395996
	Iteration 175F: 3 clusters Score -9177140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -226199.140625 Penalty: 1798.333618
	Iteration 0F: 2 clusters Score -226199.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -224089.140625 Penalty: 3596.667236
	Iteration 0F: 3 clusters Score -224089.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -224804.125000 Penalty: 3596.667236
	Iteration 1F: 3 clusters Score -224804.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -225160.359375 Penalty: 3596.667236
	Iteration 2F: 3 clusters Score -225160.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -225366.656250 Penalty: 3596.667236
	Iteration 3F: 3 clusters Score -225366.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -225503.000000 Penalty: 3596.667236
	Iteration 4Q: 3 clusters Score -225503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -225604.109375 Penalty: 3596.667236
	Iteration 5Q: 3 clusters Score -225604.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -225661.593750 Penalty: 3596.667236
	Iteration 6Q: 3 clusters Score -225661.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -225718.125000 Penalty: 3596.667236
	Iteration 7Q: 3 clusters Score -225718.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -225777.765625 Penalty: 3596.667236
	Iteration 8Q: 3 clusters Score -225777.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -225853.968750 Penalty: 3596.667236
	Iteration 9Q: 3 clusters Score -225854 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -225937.250000 Penalty: 3596.667236
	Iteration 10Q: 3 clusters Score -225937.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -226028.265625 Penalty: 3596.667236
	Iteration 11Q: 3 clusters Score -226028.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -226104.750000 Penalty: 3596.667236
	Iteration 12Q: 3 clusters Score -226104.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -226131.937500 Penalty: 3596.667236
	Iteration 13Q: 3 clusters Score -226131.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -226151.859375 Penalty: 3596.667236
	Iteration 14Q: 3 clusters Score -226151.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -226164.562500 Penalty: 3596.667236
	Iteration 15Q: 3 clusters Score -226164.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -226180.203125 Penalty: 3596.667236
	Iteration 16Q: 3 clusters Score -226180.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -226195.437500 Penalty: 3596.667236
	Iteration 17Q: 3 clusters Score -226195.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -226211.281250 Penalty: 3596.667236
	Iteration 18Q: 3 clusters Score -226211.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -226217.531250 Penalty: 3596.667236
	Iteration 19Q: 3 clusters Score -226217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -226223.515625 Penalty: 3596.667236
	Iteration 20F: 3 clusters Score -226223.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -226228.546875 Penalty: 3596.667236
	Iteration 21Q: 3 clusters Score -226228.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -226232.671875 Penalty: 3596.667236
	Iteration 22Q: 3 clusters Score -226232.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -226242.468750 Penalty: 3596.667236
	Iteration 23Q: 3 clusters Score -226242.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -226247.968750 Penalty: 3596.667236
	Iteration 24Q: 3 clusters Score -226248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -226249.546875 Penalty: 3596.667236
	Iteration 25Q: 3 clusters Score -226249.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -226249.546875 Penalty: 3596.667236
	Iteration 26F: 3 clusters Score -226249.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45969 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 42222 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 45597 members 
Mstep: Class 7 contains 44220 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 50770 members 
Mstep: Class 10 contains 3453 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 50615 members 
Mstep: Class 13 contains 33981 members 
Mstep: Class 14 contains 46695 members 
Mstep: Class 15 contains 22347 members 
Mstep: Class 16 contains 55093 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 2726 members 
Mstep: Class 19 contains 44873 members 
Mstep: Class 20 contains 49577 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 50549 members 
Mstep: Class 23 contains 856 members 
Mstep: Class 24 contains 49215 members 
Mstep: Class 25 contains 538 members 
Mstep: Class 26 contains 726 members 
Entering Unmasked Estep 
Score: -126906120.000000 Penalty: 86770.679688
Splitting cluster 21 changes total score from -126903200.000000 to -126906120.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (50549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Entering Unmasked Estep 
Score: -9380774.000000 Penalty: 2686.013184
	Iteration 0F: 2 clusters Score -9380774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -9352110.000000 Penalty: 5372.026367
	Iteration 0F: 3 clusters Score -9352110 nChanged 23399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -9365139.000000 Penalty: 5372.026367
	Iteration 1F: 3 clusters Score -9365139 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -9365914.000000 Penalty: 5372.026367
	Iteration 2Q: 3 clusters Score -9365914 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -9366800.000000 Penalty: 5372.026367
	Iteration 3Q: 3 clusters Score -9366800 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -9368394.000000 Penalty: 5372.026367
	Iteration 4F: 3 clusters Score -9368394 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -9370793.000000 Penalty: 5372.026367
	Iteration 5F: 3 clusters Score -9370793 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -9374308.000000 Penalty: 5372.026367
	Iteration 6F: 3 clusters Score -9374308 nChanged 4015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -9377169.000000 Penalty: 5372.026367
	Iteration 7F: 3 clusters Score -9377169 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -9378141.000000 Penalty: 5372.026367
	Iteration 8F: 3 clusters Score -9378141 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -9378407.000000 Penalty: 5372.026367
	Iteration 9Q: 3 clusters Score -9378407 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -9378447.000000 Penalty: 5372.026367
	Iteration 10Q: 3 clusters Score -9378447 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -9378474.000000 Penalty: 5372.026367
	Iteration 11Q: 3 clusters Score -9378474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -9378487.000000 Penalty: 5372.026367
	Iteration 12Q: 3 clusters Score -9378487 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -9378506.000000 Penalty: 5372.026367
	Iteration 13Q: 3 clusters Score -9378506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -9378529.000000 Penalty: 5372.026367
	Iteration 14Q: 3 clusters Score -9378529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -9378541.000000 Penalty: 5372.026367
	Iteration 15Q: 3 clusters Score -9378541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -9378550.000000 Penalty: 5372.026367
	Iteration 16Q: 3 clusters Score -9378550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -9378553.000000 Penalty: 5372.026367
	Iteration 17Q: 3 clusters Score -9378553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -9378553.000000 Penalty: 5372.026367
	Iteration 18Q: 3 clusters Score -9378553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -9378556.000000 Penalty: 5372.026367
	Iteration 19Q: 3 clusters Score -9378556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -9378557.000000 Penalty: 5372.026367
	Iteration 20F: 3 clusters Score -9378557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -9378557.000000 Penalty: 5372.026367
	Iteration 21Q: 3 clusters Score -9378557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -9378560.000000 Penalty: 5372.026367
	Iteration 22Q: 3 clusters Score -9378560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -9378564.000000 Penalty: 5372.026367
	Iteration 23Q: 3 clusters Score -9378564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -9378571.000000 Penalty: 5372.026367
	Iteration 24Q: 3 clusters Score -9378571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -9378572.000000 Penalty: 5372.026367
	Iteration 25Q: 3 clusters Score -9378572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -9378572.000000 Penalty: 5372.026367
	Iteration 26Q: 3 clusters Score -9378572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -9378577.000000 Penalty: 5372.026367
	Iteration 27Q: 3 clusters Score -9378577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -9378580.000000 Penalty: 5372.026367
	Iteration 28Q: 3 clusters Score -9378580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -9378588.000000 Penalty: 5372.026367
	Iteration 29Q: 3 clusters Score -9378588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -9378585.000000 Penalty: 5372.026367
	Iteration 30Q: 3 clusters Score -9378585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -9378585.000000 Penalty: 5372.026367
	Iteration 31F: 3 clusters Score -9378585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Entering Unmasked Estep 
Score: -114788.109375 Penalty: 1674.562988
	Iteration 0F: 2 clusters Score -114788.1 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 448 members 
Entering Unmasked Estep 
Score: -113198.679688 Penalty: 3349.125977
	Iteration 0F: 3 clusters Score -113198.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113985.734375 Penalty: 3349.125977
	Iteration 1F: 3 clusters Score -113985.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -114384.804688 Penalty: 3349.125977
	Iteration 2F: 3 clusters Score -114384.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -114563.226562 Penalty: 3349.125977
	Iteration 3F: 3 clusters Score -114563.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -114652.703125 Penalty: 3349.125977
	Iteration 4Q: 3 clusters Score -114652.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -114725.289062 Penalty: 3349.125977
	Iteration 5Q: 3 clusters Score -114725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -114773.671875 Penalty: 3349.125977
	Iteration 6Q: 3 clusters Score -114773.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -114810.671875 Penalty: 3349.125977
	Iteration 7Q: 3 clusters Score -114810.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -114829.351562 Penalty: 3349.125977
	Iteration 8Q: 3 clusters Score -114829.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -114842.953125 Penalty: 3349.125977
	Iteration 9Q: 3 clusters Score -114843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -114843.382812 Penalty: 3349.125977
	Iteration 10Q: 3 clusters Score -114843.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -114849.796875 Penalty: 3349.125977
	Iteration 11F: 3 clusters Score -114849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -114867.187500 Penalty: 3349.125977
	Iteration 12Q: 3 clusters Score -114867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -114873.671875 Penalty: 3349.125977
	Iteration 13Q: 3 clusters Score -114873.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -114878.968750 Penalty: 3349.125977
	Iteration 14Q: 3 clusters Score -114879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114880.273438 Penalty: 3349.125977
	Iteration 15Q: 3 clusters Score -114880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114885.765625 Penalty: 3349.125977
	Iteration 16Q: 3 clusters Score -114885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114887.539062 Penalty: 3349.125977
	Iteration 17Q: 3 clusters Score -114887.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -114887.539062 Penalty: 3349.125977
	Iteration 18F: 3 clusters Score -114887.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45969 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 42222 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 45597 members 
Mstep: Class 7 contains 44220 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 50770 members 
Mstep: Class 10 contains 3453 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 50615 members 
Mstep: Class 13 contains 33981 members 
Mstep: Class 14 contains 46695 members 
Mstep: Class 15 contains 22347 members 
Mstep: Class 16 contains 55093 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 2726 members 
Mstep: Class 19 contains 44873 members 
Mstep: Class 20 contains 49577 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 50549 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 49215 members 
Mstep: Class 25 contains 538 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 447 members 
Entering Unmasked Estep 
Score: -126904608.000000 Penalty: 90108.015625
Splitting cluster 23 changes total score from -126903200.000000 to -126904608.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 24 (49215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Entering Unmasked Estep 
Score: -9135964.000000 Penalty: 2679.380615
	Iteration 0F: 2 clusters Score -9135964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -9105206.000000 Penalty: 5358.761230
	Iteration 0F: 3 clusters Score -9105206 nChanged 22744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -9117880.000000 Penalty: 5358.761230
	Iteration 1F: 3 clusters Score -9117880 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -9118424.000000 Penalty: 5358.761230
	Iteration 2Q: 3 clusters Score -9118424 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -9119045.000000 Penalty: 5358.761230
	Iteration 3Q: 3 clusters Score -9119045 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -9119686.000000 Penalty: 5358.761230
	Iteration 4Q: 3 clusters Score -9119686 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -9120563.000000 Penalty: 5358.761230
	Iteration 5Q: 3 clusters Score -9120563 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -9121997.000000 Penalty: 5358.761230
	Iteration 6Q: 3 clusters Score -9121997 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -9124087.000000 Penalty: 5358.761230
	Iteration 7F: 3 clusters Score -9124087 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -9126832.000000 Penalty: 5358.761230
	Iteration 8F: 3 clusters Score -9126832 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -9129070.000000 Penalty: 5358.761230
	Iteration 9F: 3 clusters Score -9129070 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -9130398.000000 Penalty: 5358.761230
	Iteration 10Q: 3 clusters Score -9130398 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -9130879.000000 Penalty: 5358.761230
	Iteration 11Q: 3 clusters Score -9130879 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -9131085.000000 Penalty: 5358.761230
	Iteration 12Q: 3 clusters Score -9131085 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -9131282.000000 Penalty: 5358.761230
	Iteration 13Q: 3 clusters Score -9131282 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -9131466.000000 Penalty: 5358.761230
	Iteration 14Q: 3 clusters Score -9131466 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -9131521.000000 Penalty: 5358.761230
	Iteration 15Q: 3 clusters Score -9131521 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -9131640.000000 Penalty: 5358.761230
	Iteration 16Q: 3 clusters Score -9131640 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -9131771.000000 Penalty: 5358.761230
	Iteration 17Q: 3 clusters Score -9131771 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -9131861.000000 Penalty: 5358.761230
	Iteration 18Q: 3 clusters Score -9131861 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -9131976.000000 Penalty: 5358.761230
	Iteration 19Q: 3 clusters Score -9131976 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -9132078.000000 Penalty: 5358.761230
	Iteration 20F: 3 clusters Score -9132078 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -9132135.000000 Penalty: 5358.761230
	Iteration 21Q: 3 clusters Score -9132135 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -9132216.000000 Penalty: 5358.761230
	Iteration 22Q: 3 clusters Score -9132216 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -9132303.000000 Penalty: 5358.761230
	Iteration 23Q: 3 clusters Score -9132303 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -9132380.000000 Penalty: 5358.761230
	Iteration 24Q: 3 clusters Score -9132380 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -9132454.000000 Penalty: 5358.761230
	Iteration 25Q: 3 clusters Score -9132454 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -9132554.000000 Penalty: 5358.761230
	Iteration 26Q: 3 clusters Score -9132554 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -9132671.000000 Penalty: 5358.761230
	Iteration 27Q: 3 clusters Score -9132671 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -9132741.000000 Penalty: 5358.761230
	Iteration 28Q: 3 clusters Score -9132741 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -9132875.000000 Penalty: 5358.761230
	Iteration 29Q: 3 clusters Score -9132875 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -9133008.000000 Penalty: 5358.761230
	Iteration 30Q: 3 clusters Score -9133008 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -9133127.000000 Penalty: 5358.761230
	Iteration 31Q: 3 clusters Score -9133127 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -9133249.000000 Penalty: 5358.761230
	Iteration 32Q: 3 clusters Score -9133249 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -9133385.000000 Penalty: 5358.761230
	Iteration 33Q: 3 clusters Score -9133385 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -9133501.000000 Penalty: 5358.761230
	Iteration 34Q: 3 clusters Score -9133501 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -9133640.000000 Penalty: 5358.761230
	Iteration 35Q: 3 clusters Score -9133640 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -9133774.000000 Penalty: 5358.761230
	Iteration 36Q: 3 clusters Score -9133774 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -9134211.000000 Penalty: 5358.761230
	Iteration 37Q: 3 clusters Score -9134211 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -9134394.000000 Penalty: 5358.761230
	Iteration 38Q: 3 clusters Score -9134394 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -9134509.000000 Penalty: 5358.761230
	Iteration 39Q: 3 clusters Score -9134509 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -9134555.000000 Penalty: 5358.761230
	Iteration 40F: 3 clusters Score -9134555 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -9134576.000000 Penalty: 5358.761230
	Iteration 41Q: 3 clusters Score -9134576 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -9134562.000000 Penalty: 5358.761230
	Iteration 42Q: 3 clusters Score -9134562 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -9134587.000000 Penalty: 5358.761230
	Iteration 43Q: 3 clusters Score -9134587 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -9134605.000000 Penalty: 5358.761230
	Iteration 44Q: 3 clusters Score -9134605 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -9134577.000000 Penalty: 5358.761230
	Iteration 45Q: 3 clusters Score -9134577 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -9134589.000000 Penalty: 5358.761230
	Iteration 46Q: 3 clusters Score -9134589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -9134580.000000 Penalty: 5358.761230
	Iteration 47Q: 3 clusters Score -9134580 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -9134575.000000 Penalty: 5358.761230
	Iteration 48Q: 3 clusters Score -9134575 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -9134608.000000 Penalty: 5358.761230
	Iteration 49Q: 3 clusters Score -9134608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -9134606.000000 Penalty: 5358.761230
	Iteration 50Q: 3 clusters Score -9134606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -9134602.000000 Penalty: 5358.761230
	Iteration 51Q: 3 clusters Score -9134602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -9134559.000000 Penalty: 5358.761230
	Iteration 52Q: 3 clusters Score -9134559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -9134543.000000 Penalty: 5358.761230
	Iteration 53Q: 3 clusters Score -9134543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -9134536.000000 Penalty: 5358.761230
	Iteration 54Q: 3 clusters Score -9134536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -9134539.000000 Penalty: 5358.761230
	Iteration 55Q: 3 clusters Score -9134539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -9134542.000000 Penalty: 5358.761230
	Iteration 56Q: 3 clusters Score -9134542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -9134538.000000 Penalty: 5358.761230
	Iteration 57Q: 3 clusters Score -9134538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -9134535.000000 Penalty: 5358.761230
	Iteration 58Q: 3 clusters Score -9134535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -9134539.000000 Penalty: 5358.761230
	Iteration 59Q: 3 clusters Score -9134539 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -9134543.000000 Penalty: 5358.761230
	Iteration 60F: 3 clusters Score -9134543 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -9134536.000000 Penalty: 5358.761230
	Iteration 61Q: 3 clusters Score -9134536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -9134532.000000 Penalty: 5358.761230
	Iteration 62Q: 3 clusters Score -9134532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -9134531.000000 Penalty: 5358.761230
	Iteration 63Q: 3 clusters Score -9134531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -9134548.000000 Penalty: 5358.761230
	Iteration 64Q: 3 clusters Score -9134548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -9134555.000000 Penalty: 5358.761230
	Iteration 65Q: 3 clusters Score -9134555 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -9134538.000000 Penalty: 5358.761230
	Iteration 66Q: 3 clusters Score -9134538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -9134521.000000 Penalty: 5358.761230
	Iteration 67Q: 3 clusters Score -9134521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -9134536.000000 Penalty: 5358.761230
	Iteration 68Q: 3 clusters Score -9134536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -9134532.000000 Penalty: 5358.761230
	Iteration 69Q: 3 clusters Score -9134532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -9134533.000000 Penalty: 5358.761230
	Iteration 70Q: 3 clusters Score -9134533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -9134537.000000 Penalty: 5358.761230
	Iteration 71Q: 3 clusters Score -9134537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -9134530.000000 Penalty: 5358.761230
	Iteration 72Q: 3 clusters Score -9134530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -9134521.000000 Penalty: 5358.761230
	Iteration 73Q: 3 clusters Score -9134521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -9134528.000000 Penalty: 5358.761230
	Iteration 74Q: 3 clusters Score -9134528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -9134542.000000 Penalty: 5358.761230
	Iteration 75Q: 3 clusters Score -9134542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -9134532.000000 Penalty: 5358.761230
	Iteration 76Q: 3 clusters Score -9134532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -9134531.000000 Penalty: 5358.761230
	Iteration 77Q: 3 clusters Score -9134531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -9134543.000000 Penalty: 5358.761230
	Iteration 78Q: 3 clusters Score -9134543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -9134557.000000 Penalty: 5358.761230
	Iteration 79Q: 3 clusters Score -9134557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -9134533.000000 Penalty: 5358.761230
	Iteration 80F: 3 clusters Score -9134533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -9134526.000000 Penalty: 5358.761230
	Iteration 81Q: 3 clusters Score -9134526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -9134518.000000 Penalty: 5358.761230
	Iteration 82Q: 3 clusters Score -9134518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -9134521.000000 Penalty: 5358.761230
	Iteration 83Q: 3 clusters Score -9134521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -9134522.000000 Penalty: 5358.761230
	Iteration 84Q: 3 clusters Score -9134522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -9134513.000000 Penalty: 5358.761230
	Iteration 85Q: 3 clusters Score -9134513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -9134519.000000 Penalty: 5358.761230
	Iteration 86Q: 3 clusters Score -9134519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -9134520.000000 Penalty: 5358.761230
	Iteration 87Q: 3 clusters Score -9134520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -9134521.000000 Penalty: 5358.761230
	Iteration 88Q: 3 clusters Score -9134521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -9134511.000000 Penalty: 5358.761230
	Iteration 89Q: 3 clusters Score -9134511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -9134512.000000 Penalty: 5358.761230
	Iteration 90Q: 3 clusters Score -9134512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -9134511.000000 Penalty: 5358.761230
	Iteration 91Q: 3 clusters Score -9134511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
Score: -9134511.000000 Penalty: 5358.761230
	Iteration 92Q: 3 clusters Score -9134511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -9134509.000000 Penalty: 5358.761230
	Iteration 93Q: 3 clusters Score -9134509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -9134508.000000 Penalty: 5358.761230
	Iteration 94Q: 3 clusters Score -9134508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -9134513.000000 Penalty: 5358.761230
	Iteration 95Q: 3 clusters Score -9134513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -9134508.000000 Penalty: 5358.761230
	Iteration 96Q: 3 clusters Score -9134508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -9134525.000000 Penalty: 5358.761230
	Iteration 97Q: 3 clusters Score -9134525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -9134519.000000 Penalty: 5358.761230
	Iteration 98Q: 3 clusters Score -9134519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -9134512.000000 Penalty: 5358.761230
	Iteration 99Q: 3 clusters Score -9134512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -9134514.000000 Penalty: 5358.761230
	Iteration 100F: 3 clusters Score -9134514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -9134513.000000 Penalty: 5358.761230
	Iteration 101Q: 3 clusters Score -9134513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -9134518.000000 Penalty: 5358.761230
	Iteration 102Q: 3 clusters Score -9134518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -9134511.000000 Penalty: 5358.761230
	Iteration 103Q: 3 clusters Score -9134511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -9134511.000000 Penalty: 5358.761230
	Iteration 104F: 3 clusters Score -9134511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -83274.585938 Penalty: 1559.388916
	Iteration 0F: 2 clusters Score -83274.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -81853.203125 Penalty: 3118.777832
	Iteration 0F: 3 clusters Score -81853.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -82347.828125 Penalty: 3118.777832
	Iteration 1F: 3 clusters Score -82347.83 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82690.468750 Penalty: 3118.777832
	Iteration 2F: 3 clusters Score -82690.47 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -82949.859375 Penalty: 3118.777832
	Iteration 3F: 3 clusters Score -82949.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83155.414062 Penalty: 3118.777832
	Iteration 4Q: 3 clusters Score -83155.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83317.140625 Penalty: 3118.777832
	Iteration 5Q: 3 clusters Score -83317.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83495.039062 Penalty: 3118.777832
	Iteration 6Q: 3 clusters Score -83495.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83585.929688 Penalty: 3118.777832
	Iteration 7Q: 3 clusters Score -83585.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83654.453125 Penalty: 3118.777832
	Iteration 8Q: 3 clusters Score -83654.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83686.953125 Penalty: 3118.777832
	Iteration 9Q: 3 clusters Score -83686.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83701.062500 Penalty: 3118.777832
	Iteration 10Q: 3 clusters Score -83701.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -83723.101562 Penalty: 3118.777832
	Iteration 11Q: 3 clusters Score -83723.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83730.679688 Penalty: 3118.777832
	Iteration 12Q: 3 clusters Score -83730.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -83738.093750 Penalty: 3118.777832
	Iteration 13Q: 3 clusters Score -83738.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83743.476562 Penalty: 3118.777832
	Iteration 14Q: 3 clusters Score -83743.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83743.476562 Penalty: 3118.777832
	Iteration 15F: 3 clusters Score -83743.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45969 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 42222 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 45597 members 
Mstep: Class 7 contains 44220 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 50770 members 
Mstep: Class 10 contains 3453 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 50615 members 
Mstep: Class 13 contains 33981 members 
Mstep: Class 14 contains 46695 members 
Mstep: Class 15 contains 22347 members 
Mstep: Class 16 contains 55093 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 2726 members 
Mstep: Class 19 contains 44873 members 
Mstep: Class 20 contains 49577 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 50549 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 49215 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 447 members 
Mstep: Class 28 contains 282 members 
Entering Unmasked Estep 
Score: -126903288.000000 Penalty: 93445.343750
Splitting cluster 25 changes total score from -126903200.000000 to -126903288.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45969 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 42222 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 45597 members 
Mstep: Class 7 contains 44220 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 50770 members 
Mstep: Class 10 contains 3453 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 50615 members 
Mstep: Class 13 contains 33981 members 
Mstep: Class 14 contains 46695 members 
Mstep: Class 16 contains 55093 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 2726 members 
Mstep: Class 19 contains 44873 members 
Mstep: Class 20 contains 49577 members 
Mstep: Class 21 contains 684 members 
Mstep: Class 22 contains 50549 members 
Mstep: Class 23 contains 409 members 
Mstep: Class 24 contains 49215 members 
Mstep: Class 25 contains 256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 25. Lose 2965.722412 but Gain 3337.328125
Score: -126906352.000000 Penalty: 90108.015625
Iteration 359Q: 28 clusters Score -1.269064e+08 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45952 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 43227 members 
Mstep: Class 5 contains 44726 members 
Mstep: Class 6 contains 45551 members 
Mstep: Class 7 contains 44218 members 
Mstep: Class 8 contains 520 members 
Mstep: Class 9 contains 50626 members 
Mstep: Class 10 contains 3461 members 
Mstep: Class 11 contains 7682 members 
Mstep: Class 12 contains 51013 members 
Mstep: Class 13 contains 33887 members 
Mstep: Class 14 contains 46723 members 
Mstep: Class 15 contains 21699 members 
Mstep: Class 16 contains 54458 members 
Mstep: Class 17 contains 3655 members 
Mstep: Class 18 contains 2748 members 
Mstep: Class 19 contains 44731 members 
Mstep: Class 20 contains 49756 members 
Mstep: Class 21 contains 727 members 
Mstep: Class 22 contains 50670 members 
Mstep: Class 23 contains 571 members 
Mstep: Class 24 contains 49329 members 
Mstep: Class 26 contains 720 members 
Mstep: Class 27 contains 417 members 
Mstep: Class 28 contains 282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126883648.000000 Penalty: 90108.015625
Iteration 360F: 28 clusters Score -1.268836e+08 nChanged 24991
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46100 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 48032 members 
Mstep: Class 5 contains 45302 members 
Mstep: Class 6 contains 44343 members 
Mstep: Class 7 contains 44699 members 
Mstep: Class 8 contains 517 members 
Mstep: Class 9 contains 50473 members 
Mstep: Class 10 contains 3470 members 
Mstep: Class 11 contains 7714 members 
Mstep: Class 12 contains 51353 members 
Mstep: Class 13 contains 33317 members 
Mstep: Class 14 contains 46589 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 54159 members 
Mstep: Class 17 contains 3587 members 
Mstep: Class 18 contains 2677 members 
Mstep: Class 19 contains 44913 members 
Mstep: Class 20 contains 50557 members 
Mstep: Class 21 contains 738 members 
Mstep: Class 22 contains 51514 members 
Mstep: Class 23 contains 602 members 
Mstep: Class 24 contains 49250 members 
Mstep: Class 26 contains 763 members 
Mstep: Class 27 contains 413 members 
Mstep: Class 28 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126898360.000000 Penalty: 90108.015625
Iteration 361Q: 28 clusters Score -1.268984e+08 nChanged 14969
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46038 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 48036 members 
Mstep: Class 5 contains 45005 members 
Mstep: Class 6 contains 44530 members 
Mstep: Class 7 contains 44577 members 
Mstep: Class 8 contains 520 members 
Mstep: Class 9 contains 50358 members 
Mstep: Class 10 contains 3466 members 
Mstep: Class 11 contains 7778 members 
Mstep: Class 12 contains 50588 members 
Mstep: Class 13 contains 33687 members 
Mstep: Class 14 contains 46426 members 
Mstep: Class 15 contains 19418 members 
Mstep: Class 16 contains 52310 members 
Mstep: Class 17 contains 3547 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 45004 members 
Mstep: Class 20 contains 50179 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 51232 members 
Mstep: Class 23 contains 600 members 
Mstep: Class 24 contains 49129 members 
Mstep: Class 26 contains 790 members 
Mstep: Class 27 contains 409 members 
Mstep: Class 28 contains 345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906080.000000 Penalty: 90108.015625
Iteration 362Q: 28 clusters Score -1.269061e+08 nChanged 11563
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45889 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 47512 members 
Mstep: Class 5 contains 44660 members 
Mstep: Class 6 contains 44711 members 
Mstep: Class 7 contains 44335 members 
Mstep: Class 8 contains 522 members 
Mstep: Class 9 contains 50103 members 
Mstep: Class 10 contains 3458 members 
Mstep: Class 11 contains 7843 members 
Mstep: Class 12 contains 50135 members 
Mstep: Class 13 contains 33731 members 
Mstep: Class 14 contains 46196 members 
Mstep: Class 15 contains 23606 members 
Mstep: Class 16 contains 50894 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 45003 members 
Mstep: Class 20 contains 49660 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 50813 members 
Mstep: Class 23 contains 595 members 
Mstep: Class 24 contains 49261 members 
Mstep: Class 26 contains 806 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910608.000000 Penalty: 90108.015625
Iteration 363Q: 28 clusters Score -1.269106e+08 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45676 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 47038 members 
Mstep: Class 5 contains 44317 members 
Mstep: Class 6 contains 44767 members 
Mstep: Class 7 contains 43980 members 
Mstep: Class 8 contains 526 members 
Mstep: Class 9 contains 49831 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 7888 members 
Mstep: Class 12 contains 49803 members 
Mstep: Class 13 contains 33706 members 
Mstep: Class 14 contains 46018 members 
Mstep: Class 15 contains 28043 members 
Mstep: Class 16 contains 49718 members 
Mstep: Class 17 contains 3459 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 44848 members 
Mstep: Class 20 contains 49205 members 
Mstep: Class 21 contains 747 members 
Mstep: Class 22 contains 50325 members 
Mstep: Class 23 contains 590 members 
Mstep: Class 24 contains 49244 members 
Mstep: Class 26 contains 812 members 
Mstep: Class 27 contains 410 members 
Mstep: Class 28 contains 349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913960.000000 Penalty: 90108.015625
Iteration 364Q: 28 clusters Score -1.26914e+08 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45447 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 4 contains 46832 members 
Mstep: Class 5 contains 43939 members 
Mstep: Class 6 contains 44761 members 
Mstep: Class 7 contains 43482 members 
Mstep: Class 8 contains 530 members 
Mstep: Class 9 contains 49468 members 
Mstep: Class 10 contains 3437 members 
Mstep: Class 11 contains 7919 members 
Mstep: Class 12 contains 49654 members 
Mstep: Class 13 contains 33657 members 
Mstep: Class 14 contains 45810 members 
Mstep: Class 15 contains 32561 members 
Mstep: Class 16 contains 48930 members 
Mstep: Class 17 contains 3395 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 44672 members 
Mstep: Class 20 contains 48703 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 49849 members 
Mstep: Class 23 contains 580 members 
Mstep: Class 24 contains 48797 members 
Mstep: Class 26 contains 816 members 
Mstep: Class 27 contains 413 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917536.000000 Penalty: 90108.015625
Iteration 365Q: 28 clusters Score -1.269175e+08 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45171 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 46724 members 
Mstep: Class 5 contains 43549 members 
Mstep: Class 6 contains 44681 members 
Mstep: Class 7 contains 43044 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 49035 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 7934 members 
Mstep: Class 12 contains 49499 members 
Mstep: Class 13 contains 33591 members 
Mstep: Class 14 contains 45473 members 
Mstep: Class 15 contains 37251 members 
Mstep: Class 16 contains 48365 members 
Mstep: Class 17 contains 3359 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 44534 members 
Mstep: Class 20 contains 48167 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 49364 members 
Mstep: Class 23 contains 576 members 
Mstep: Class 24 contains 48136 members 
Mstep: Class 26 contains 822 members 
Mstep: Class 27 contains 415 members 
Mstep: Class 28 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920504.000000 Penalty: 90108.015625
Iteration 366Q: 28 clusters Score -1.269205e+08 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44774 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 46492 members 
Mstep: Class 5 contains 43154 members 
Mstep: Class 6 contains 44516 members 
Mstep: Class 7 contains 42601 members 
Mstep: Class 8 contains 531 members 
Mstep: Class 9 contains 48606 members 
Mstep: Class 10 contains 3446 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 49205 members 
Mstep: Class 13 contains 33517 members 
Mstep: Class 14 contains 45146 members 
Mstep: Class 15 contains 42109 members 
Mstep: Class 16 contains 47935 members 
Mstep: Class 17 contains 3326 members 
Mstep: Class 18 contains 2589 members 
Mstep: Class 19 contains 44460 members 
Mstep: Class 20 contains 47697 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 48890 members 
Mstep: Class 23 contains 572 members 
Mstep: Class 24 contains 47514 members 
Mstep: Class 26 contains 826 members 
Mstep: Class 27 contains 418 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923136.000000 Penalty: 90108.015625
Iteration 367Q: 28 clusters Score -1.269231e+08 nChanged 10452
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44306 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 45618 members 
Mstep: Class 5 contains 42716 members 
Mstep: Class 6 contains 44321 members 
Mstep: Class 7 contains 42226 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 48239 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 7915 members 
Mstep: Class 12 contains 48772 members 
Mstep: Class 13 contains 33431 members 
Mstep: Class 14 contains 44920 members 
Mstep: Class 15 contains 47841 members 
Mstep: Class 16 contains 47099 members 
Mstep: Class 17 contains 3290 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 44427 members 
Mstep: Class 20 contains 47280 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 48372 members 
Mstep: Class 23 contains 569 members 
Mstep: Class 24 contains 47089 members 
Mstep: Class 26 contains 827 members 
Mstep: Class 27 contains 420 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924680.000000 Penalty: 90108.015625
Iteration 368Q: 28 clusters Score -1.269247e+08 nChanged 17629
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43920 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 41720 members 
Mstep: Class 5 contains 42279 members 
Mstep: Class 6 contains 44296 members 
Mstep: Class 7 contains 41934 members 
Mstep: Class 8 contains 532 members 
Mstep: Class 9 contains 47928 members 
Mstep: Class 10 contains 3464 members 
Mstep: Class 11 contains 7881 members 
Mstep: Class 12 contains 48368 members 
Mstep: Class 13 contains 33350 members 
Mstep: Class 14 contains 45068 members 
Mstep: Class 15 contains 56514 members 
Mstep: Class 16 contains 44733 members 
Mstep: Class 17 contains 3267 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 44472 members 
Mstep: Class 20 contains 47162 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 48014 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 46949 members 
Mstep: Class 26 contains 828 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915528.000000 Penalty: 90108.015625
Iteration 369Q: 28 clusters Score -1.269155e+08 nChanged 19365
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43875 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 37725 members 
Mstep: Class 5 contains 42348 members 
Mstep: Class 6 contains 44361 members 
Mstep: Class 7 contains 42281 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 47774 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 7841 members 
Mstep: Class 12 contains 48495 members 
Mstep: Class 13 contains 33290 members 
Mstep: Class 14 contains 45340 members 
Mstep: Class 15 contains 60078 members 
Mstep: Class 16 contains 43249 members 
Mstep: Class 17 contains 3231 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 44632 members 
Mstep: Class 20 contains 47688 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 48393 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 47244 members 
Mstep: Class 26 contains 829 members 
Mstep: Class 27 contains 421 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906976.000000 Penalty: 90108.015625
Iteration 370Q: 28 clusters Score -1.26907e+08 nChanged 12920
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44005 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 35834 members 
Mstep: Class 5 contains 42683 members 
Mstep: Class 6 contains 44456 members 
Mstep: Class 7 contains 42897 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 47815 members 
Mstep: Class 10 contains 3481 members 
Mstep: Class 11 contains 7837 members 
Mstep: Class 12 contains 48840 members 
Mstep: Class 13 contains 33250 members 
Mstep: Class 14 contains 45458 members 
Mstep: Class 15 contains 57907 members 
Mstep: Class 16 contains 44038 members 
Mstep: Class 17 contains 3208 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 44774 members 
Mstep: Class 20 contains 48311 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49061 members 
Mstep: Class 23 contains 565 members 
Mstep: Class 24 contains 47468 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907672.000000 Penalty: 90108.015625
Iteration 371Q: 28 clusters Score -1.269077e+08 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44066 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 35009 members 
Mstep: Class 5 contains 42937 members 
Mstep: Class 6 contains 44530 members 
Mstep: Class 7 contains 43231 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 47927 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 7854 members 
Mstep: Class 12 contains 48913 members 
Mstep: Class 13 contains 33204 members 
Mstep: Class 14 contains 45528 members 
Mstep: Class 15 contains 56465 members 
Mstep: Class 16 contains 44836 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 44878 members 
Mstep: Class 20 contains 48548 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49379 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 47367 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908128.000000 Penalty: 90108.015625
Iteration 372Q: 28 clusters Score -1.269081e+08 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44173 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 34656 members 
Mstep: Class 5 contains 43102 members 
Mstep: Class 6 contains 44575 members 
Mstep: Class 7 contains 43383 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 48020 members 
Mstep: Class 10 contains 3475 members 
Mstep: Class 11 contains 7885 members 
Mstep: Class 12 contains 48924 members 
Mstep: Class 13 contains 33161 members 
Mstep: Class 14 contains 45607 members 
Mstep: Class 15 contains 55594 members 
Mstep: Class 16 contains 45366 members 
Mstep: Class 17 contains 3153 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 44868 members 
Mstep: Class 20 contains 48674 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49565 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 47145 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908832.000000 Penalty: 90108.015625
Iteration 373Q: 28 clusters Score -1.269088e+08 nChanged 5810
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44245 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 34559 members 
Mstep: Class 5 contains 43182 members 
Mstep: Class 6 contains 44560 members 
Mstep: Class 7 contains 43467 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 48062 members 
Mstep: Class 10 contains 3470 members 
Mstep: Class 11 contains 7917 members 
Mstep: Class 12 contains 48870 members 
Mstep: Class 13 contains 33123 members 
Mstep: Class 14 contains 45640 members 
Mstep: Class 15 contains 55005 members 
Mstep: Class 16 contains 45784 members 
Mstep: Class 17 contains 3141 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44896 members 
Mstep: Class 20 contains 48759 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49768 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 46878 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909320.000000 Penalty: 90108.015625
Iteration 374Q: 28 clusters Score -1.269093e+08 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44301 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 34621 members 
Mstep: Class 5 contains 43163 members 
Mstep: Class 6 contains 44521 members 
Mstep: Class 7 contains 43531 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 48107 members 
Mstep: Class 10 contains 3469 members 
Mstep: Class 11 contains 7938 members 
Mstep: Class 12 contains 48863 members 
Mstep: Class 13 contains 33105 members 
Mstep: Class 14 contains 45602 members 
Mstep: Class 15 contains 54682 members 
Mstep: Class 16 contains 46150 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 44943 members 
Mstep: Class 20 contains 48760 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49839 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 46604 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909776.000000 Penalty: 90108.015625
Iteration 375Q: 28 clusters Score -1.269098e+08 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44343 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 34815 members 
Mstep: Class 5 contains 43133 members 
Mstep: Class 6 contains 44480 members 
Mstep: Class 7 contains 43523 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 48186 members 
Mstep: Class 10 contains 3469 members 
Mstep: Class 11 contains 7962 members 
Mstep: Class 12 contains 48848 members 
Mstep: Class 13 contains 33082 members 
Mstep: Class 14 contains 45586 members 
Mstep: Class 15 contains 54439 members 
Mstep: Class 16 contains 46522 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44953 members 
Mstep: Class 20 contains 48768 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49878 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 46236 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909872.000000 Penalty: 90108.015625
Iteration 376Q: 28 clusters Score -1.269099e+08 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44371 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 35057 members 
Mstep: Class 5 contains 43133 members 
Mstep: Class 6 contains 44466 members 
Mstep: Class 7 contains 43486 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 48203 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 7978 members 
Mstep: Class 12 contains 48774 members 
Mstep: Class 13 contains 33064 members 
Mstep: Class 14 contains 45535 members 
Mstep: Class 15 contains 54338 members 
Mstep: Class 16 contains 46814 members 
Mstep: Class 17 contains 3086 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44943 members 
Mstep: Class 20 contains 48736 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49888 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 45987 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910056.000000 Penalty: 90108.015625
Iteration 377Q: 28 clusters Score -1.269101e+08 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44413 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 35348 members 
Mstep: Class 5 contains 43155 members 
Mstep: Class 6 contains 44417 members 
Mstep: Class 7 contains 43429 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 48190 members 
Mstep: Class 10 contains 3469 members 
Mstep: Class 11 contains 8003 members 
Mstep: Class 12 contains 48673 members 
Mstep: Class 13 contains 33056 members 
Mstep: Class 14 contains 45446 members 
Mstep: Class 15 contains 54234 members 
Mstep: Class 16 contains 47044 members 
Mstep: Class 17 contains 3078 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 44932 members 
Mstep: Class 20 contains 48715 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49929 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 45797 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909872.000000 Penalty: 90108.015625
Iteration 378Q: 28 clusters Score -1.269099e+08 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44450 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 35701 members 
Mstep: Class 5 contains 43144 members 
Mstep: Class 6 contains 44381 members 
Mstep: Class 7 contains 43406 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 48150 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 8020 members 
Mstep: Class 12 contains 48552 members 
Mstep: Class 13 contains 33077 members 
Mstep: Class 14 contains 45354 members 
Mstep: Class 15 contains 54189 members 
Mstep: Class 16 contains 47223 members 
Mstep: Class 17 contains 3080 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44916 members 
Mstep: Class 20 contains 48692 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49923 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 45604 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910040.000000 Penalty: 90108.015625
Iteration 379Q: 28 clusters Score -1.2691e+08 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44447 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 36095 members 
Mstep: Class 5 contains 43128 members 
Mstep: Class 6 contains 44350 members 
Mstep: Class 7 contains 43369 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 48122 members 
Mstep: Class 10 contains 3465 members 
Mstep: Class 11 contains 8037 members 
Mstep: Class 12 contains 48498 members 
Mstep: Class 13 contains 33086 members 
Mstep: Class 14 contains 45291 members 
Mstep: Class 15 contains 54094 members 
Mstep: Class 16 contains 47282 members 
Mstep: Class 17 contains 3072 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44905 members 
Mstep: Class 20 contains 48668 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49933 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 45488 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915264.000000 Penalty: 90108.015625
Iteration 380F: 28 clusters Score -1.269153e+08 nChanged 8877
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44335 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 32755 members 
Mstep: Class 5 contains 43031 members 
Mstep: Class 6 contains 44312 members 
Mstep: Class 7 contains 43284 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 48033 members 
Mstep: Class 10 contains 3460 members 
Mstep: Class 11 contains 8054 members 
Mstep: Class 12 contains 48189 members 
Mstep: Class 13 contains 33082 members 
Mstep: Class 14 contains 45243 members 
Mstep: Class 15 contains 58997 members 
Mstep: Class 16 contains 46670 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44897 members 
Mstep: Class 20 contains 48616 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49810 members 
Mstep: Class 23 contains 564 members 
Mstep: Class 24 contains 45488 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 423 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909816.000000 Penalty: 90108.015625
Iteration 381Q: 28 clusters Score -1.269098e+08 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44335 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 30379 members 
Mstep: Class 5 contains 43214 members 
Mstep: Class 6 contains 44350 members 
Mstep: Class 7 contains 43515 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 9 contains 47928 members 
Mstep: Class 10 contains 3455 members 
Mstep: Class 11 contains 8073 members 
Mstep: Class 12 contains 48024 members 
Mstep: Class 13 contains 33075 members 
Mstep: Class 14 contains 45160 members 
Mstep: Class 15 contains 60289 members 
Mstep: Class 16 contains 46947 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 45031 members 
Mstep: Class 20 contains 48780 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 50047 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 45663 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 421 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907696.000000 Penalty: 90108.015625
Iteration 382Q: 28 clusters Score -1.269077e+08 nChanged 9018
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44374 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 29318 members 
Mstep: Class 5 contains 43355 members 
Mstep: Class 6 contains 44380 members 
Mstep: Class 7 contains 43710 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 47890 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 8092 members 
Mstep: Class 12 contains 47775 members 
Mstep: Class 13 contains 33061 members 
Mstep: Class 14 contains 45059 members 
Mstep: Class 15 contains 60458 members 
Mstep: Class 16 contains 47462 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 2575 members 
Mstep: Class 19 contains 45116 members 
Mstep: Class 20 contains 48835 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 50142 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 45805 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906840.000000 Penalty: 90108.015625
Iteration 383Q: 28 clusters Score -1.269068e+08 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44427 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 29063 members 
Mstep: Class 5 contains 43402 members 
Mstep: Class 6 contains 44397 members 
Mstep: Class 7 contains 43839 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 47806 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 47491 members 
Mstep: Class 13 contains 33062 members 
Mstep: Class 14 contains 44969 members 
Mstep: Class 15 contains 60250 members 
Mstep: Class 16 contains 47951 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 45128 members 
Mstep: Class 20 contains 48869 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 50125 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 45966 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906576.000000 Penalty: 90108.015625
Iteration 384Q: 28 clusters Score -1.269066e+08 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44453 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 29472 members 
Mstep: Class 5 contains 43378 members 
Mstep: Class 6 contains 44373 members 
Mstep: Class 7 contains 43823 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 47747 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 8148 members 
Mstep: Class 12 contains 47218 members 
Mstep: Class 13 contains 33064 members 
Mstep: Class 14 contains 44830 members 
Mstep: Class 15 contains 59843 members 
Mstep: Class 16 contains 48468 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 45120 members 
Mstep: Class 20 contains 48860 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 50026 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46061 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907072.000000 Penalty: 90108.015625
Iteration 385Q: 28 clusters Score -1.269071e+08 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44438 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 30336 members 
Mstep: Class 5 contains 43373 members 
Mstep: Class 6 contains 44361 members 
Mstep: Class 7 contains 43721 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 47639 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 8167 members 
Mstep: Class 12 contains 46946 members 
Mstep: Class 13 contains 33069 members 
Mstep: Class 14 contains 44682 members 
Mstep: Class 15 contains 59447 members 
Mstep: Class 16 contains 48651 members 
Mstep: Class 17 contains 3028 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 45073 members 
Mstep: Class 20 contains 48846 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49957 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46199 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907728.000000 Penalty: 90108.015625
Iteration 386Q: 28 clusters Score -1.269077e+08 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44411 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 31497 members 
Mstep: Class 5 contains 43301 members 
Mstep: Class 6 contains 44319 members 
Mstep: Class 7 contains 43620 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 47485 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 46771 members 
Mstep: Class 13 contains 33082 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 58975 members 
Mstep: Class 16 contains 48785 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 45041 members 
Mstep: Class 20 contains 48779 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49815 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46279 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908048.000000 Penalty: 90108.015625
Iteration 387Q: 28 clusters Score -1.26908e+08 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44372 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 32925 members 
Mstep: Class 5 contains 43185 members 
Mstep: Class 6 contains 44234 members 
Mstep: Class 7 contains 43493 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 47299 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 8197 members 
Mstep: Class 12 contains 46583 members 
Mstep: Class 13 contains 33104 members 
Mstep: Class 14 contains 44434 members 
Mstep: Class 15 contains 58531 members 
Mstep: Class 16 contains 48769 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 45031 members 
Mstep: Class 20 contains 48727 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49685 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46375 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908640.000000 Penalty: 90108.015625
Iteration 388Q: 28 clusters Score -1.269086e+08 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44306 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 34679 members 
Mstep: Class 5 contains 43045 members 
Mstep: Class 6 contains 44158 members 
Mstep: Class 7 contains 43362 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 47085 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 8212 members 
Mstep: Class 12 contains 46354 members 
Mstep: Class 13 contains 33124 members 
Mstep: Class 14 contains 44270 members 
Mstep: Class 15 contains 57983 members 
Mstep: Class 16 contains 48712 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 45004 members 
Mstep: Class 20 contains 48674 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49506 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46483 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909384.000000 Penalty: 90108.015625
Iteration 389Q: 28 clusters Score -1.269094e+08 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44195 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 36760 members 
Mstep: Class 5 contains 42854 members 
Mstep: Class 6 contains 44068 members 
Mstep: Class 7 contains 43196 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 46885 members 
Mstep: Class 10 contains 3384 members 
Mstep: Class 11 contains 8225 members 
Mstep: Class 12 contains 46150 members 
Mstep: Class 13 contains 33133 members 
Mstep: Class 14 contains 44102 members 
Mstep: Class 15 contains 57291 members 
Mstep: Class 16 contains 48537 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 45012 members 
Mstep: Class 20 contains 48583 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49364 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46615 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910600.000000 Penalty: 90108.015625
Iteration 390Q: 28 clusters Score -1.269106e+08 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43987 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 39162 members 
Mstep: Class 5 contains 42703 members 
Mstep: Class 6 contains 43970 members 
Mstep: Class 7 contains 43009 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 46696 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 8228 members 
Mstep: Class 12 contains 46010 members 
Mstep: Class 13 contains 33142 members 
Mstep: Class 14 contains 43921 members 
Mstep: Class 15 contains 56439 members 
Mstep: Class 16 contains 48365 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44996 members 
Mstep: Class 20 contains 48480 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49176 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46696 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912120.000000 Penalty: 90108.015625
Iteration 391Q: 28 clusters Score -1.269121e+08 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43701 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 41795 members 
Mstep: Class 5 contains 42575 members 
Mstep: Class 6 contains 43815 members 
Mstep: Class 7 contains 42812 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 46430 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 11 contains 8222 members 
Mstep: Class 12 contains 45882 members 
Mstep: Class 13 contains 33176 members 
Mstep: Class 14 contains 43788 members 
Mstep: Class 15 contains 55445 members 
Mstep: Class 16 contains 48156 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44974 members 
Mstep: Class 20 contains 48392 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 49001 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46826 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913800.000000 Penalty: 90108.015625
Iteration 392Q: 28 clusters Score -1.269138e+08 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43471 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 44710 members 
Mstep: Class 5 contains 42396 members 
Mstep: Class 6 contains 43672 members 
Mstep: Class 7 contains 42611 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 46225 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 8226 members 
Mstep: Class 12 contains 45651 members 
Mstep: Class 13 contains 33180 members 
Mstep: Class 14 contains 43635 members 
Mstep: Class 15 contains 54449 members 
Mstep: Class 16 contains 47894 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44930 members 
Mstep: Class 20 contains 48308 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 48755 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46890 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915728.000000 Penalty: 90108.015625
Iteration 393Q: 28 clusters Score -1.269157e+08 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43376 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 47663 members 
Mstep: Class 5 contains 42213 members 
Mstep: Class 6 contains 43600 members 
Mstep: Class 7 contains 42336 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 46031 members 
Mstep: Class 10 contains 3358 members 
Mstep: Class 11 contains 8215 members 
Mstep: Class 12 contains 45777 members 
Mstep: Class 13 contains 33192 members 
Mstep: Class 14 contains 43503 members 
Mstep: Class 15 contains 53336 members 
Mstep: Class 16 contains 47260 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44763 members 
Mstep: Class 20 contains 48259 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 48545 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46945 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917256.000000 Penalty: 90108.015625
Iteration 394Q: 28 clusters Score -1.269173e+08 nChanged 8514
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43365 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 50656 members 
Mstep: Class 5 contains 42001 members 
Mstep: Class 6 contains 43557 members 
Mstep: Class 7 contains 42120 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 45823 members 
Mstep: Class 10 contains 3356 members 
Mstep: Class 11 contains 8204 members 
Mstep: Class 12 contains 46087 members 
Mstep: Class 13 contains 33204 members 
Mstep: Class 14 contains 43367 members 
Mstep: Class 15 contains 52368 members 
Mstep: Class 16 contains 46189 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44589 members 
Mstep: Class 20 contains 48237 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 48350 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46901 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917672.000000 Penalty: 90108.015625
Iteration 395Q: 28 clusters Score -1.269177e+08 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43427 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 52789 members 
Mstep: Class 5 contains 41802 members 
Mstep: Class 6 contains 43553 members 
Mstep: Class 7 contains 41975 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 45667 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 8192 members 
Mstep: Class 12 contains 46514 members 
Mstep: Class 13 contains 33213 members 
Mstep: Class 14 contains 43340 members 
Mstep: Class 15 contains 51680 members 
Mstep: Class 16 contains 45061 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44508 members 
Mstep: Class 20 contains 48201 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 48199 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46900 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917504.000000 Penalty: 90108.015625
Iteration 396Q: 28 clusters Score -1.269175e+08 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43506 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 54246 members 
Mstep: Class 5 contains 41716 members 
Mstep: Class 6 contains 43541 members 
Mstep: Class 7 contains 41918 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 45539 members 
Mstep: Class 10 contains 3362 members 
Mstep: Class 11 contains 8173 members 
Mstep: Class 12 contains 46868 members 
Mstep: Class 13 contains 33238 members 
Mstep: Class 14 contains 43314 members 
Mstep: Class 15 contains 51250 members 
Mstep: Class 16 contains 44136 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44445 members 
Mstep: Class 20 contains 48114 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 48079 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46936 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917232.000000 Penalty: 90108.015625
Iteration 397Q: 28 clusters Score -1.269172e+08 nChanged 8454
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43532 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 55043 members 
Mstep: Class 5 contains 41705 members 
Mstep: Class 6 contains 43566 members 
Mstep: Class 7 contains 41913 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 45421 members 
Mstep: Class 10 contains 3363 members 
Mstep: Class 11 contains 8160 members 
Mstep: Class 12 contains 47259 members 
Mstep: Class 13 contains 33241 members 
Mstep: Class 14 contains 43287 members 
Mstep: Class 15 contains 51049 members 
Mstep: Class 16 contains 43516 members 
Mstep: Class 17 contains 2942 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44345 members 
Mstep: Class 20 contains 48070 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 48023 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46896 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917272.000000 Penalty: 90108.015625
Iteration 398Q: 28 clusters Score -1.269173e+08 nChanged 7656
Entering ConstructFrom: 
Score: -126917272.000000 Penalty: 90108.015625
Entering ConstructFrom: 
Trying to split cluster 1 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -21621.394531 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -21621.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20528.576172 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -20528.58 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20657.810547 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -20657.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20711.964844 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -20711.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20777.320312 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -20777.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20805.583984 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -20805.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20827.562500 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -20827.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20841.142578 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -20841.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20853.353516 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -20853.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -20853.353516 Penalty: 2765.670898
	Iteration 8F: 3 clusters Score -20853.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Entering Unmasked Estep 
Score: -8027997.500000 Penalty: 2648.938965
	Iteration 0F: 2 clusters Score -8027998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -7999080.500000 Penalty: 5297.877930
	Iteration 0F: 3 clusters Score -7999080 nChanged 19980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -8010151.000000 Penalty: 5297.877930
	Iteration 1F: 3 clusters Score -8010151 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -8010655.000000 Penalty: 5297.877930
	Iteration 2Q: 3 clusters Score -8010655 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -8011204.500000 Penalty: 5297.877930
	Iteration 3Q: 3 clusters Score -8011204 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -8011835.500000 Penalty: 5297.877930
	Iteration 4Q: 3 clusters Score -8011836 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -8012752.500000 Penalty: 5297.877930
	Iteration 5Q: 3 clusters Score -8012752 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -8014055.000000 Penalty: 5297.877930
	Iteration 6F: 3 clusters Score -8014055 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -8016100.500000 Penalty: 5297.877930
	Iteration 7F: 3 clusters Score -8016100 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -8018721.000000 Penalty: 5297.877930
	Iteration 8F: 3 clusters Score -8018721 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -8021526.500000 Penalty: 5297.877930
	Iteration 9F: 3 clusters Score -8021526 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -8023823.000000 Penalty: 5297.877930
	Iteration 10F: 3 clusters Score -8023823 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -8025283.000000 Penalty: 5297.877930
	Iteration 11Q: 3 clusters Score -8025283 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -8026021.500000 Penalty: 5297.877930
	Iteration 12Q: 3 clusters Score -8026022 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -8026451.500000 Penalty: 5297.877930
	Iteration 13Q: 3 clusters Score -8026452 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -8026753.500000 Penalty: 5297.877930
	Iteration 14Q: 3 clusters Score -8026754 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -8026967.000000 Penalty: 5297.877930
	Iteration 15Q: 3 clusters Score -8026967 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -8027083.500000 Penalty: 5297.877930
	Iteration 16Q: 3 clusters Score -8027084 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -8027208.000000 Penalty: 5297.877930
	Iteration 17Q: 3 clusters Score -8027208 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -8027273.000000 Penalty: 5297.877930
	Iteration 18Q: 3 clusters Score -8027273 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -8027322.000000 Penalty: 5297.877930
	Iteration 19Q: 3 clusters Score -8027322 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -8027342.000000 Penalty: 5297.877930
	Iteration 20F: 3 clusters Score -8027342 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -8027362.500000 Penalty: 5297.877930
	Iteration 21Q: 3 clusters Score -8027362 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -8027377.500000 Penalty: 5297.877930
	Iteration 22Q: 3 clusters Score -8027378 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -8027383.500000 Penalty: 5297.877930
	Iteration 23Q: 3 clusters Score -8027384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -8027371.500000 Penalty: 5297.877930
	Iteration 24Q: 3 clusters Score -8027372 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -8027364.500000 Penalty: 5297.877930
	Iteration 25Q: 3 clusters Score -8027364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -8027374.000000 Penalty: 5297.877930
	Iteration 26Q: 3 clusters Score -8027374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -8027383.000000 Penalty: 5297.877930
	Iteration 27Q: 3 clusters Score -8027383 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -8027385.500000 Penalty: 5297.877930
	Iteration 28Q: 3 clusters Score -8027386 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -8027387.500000 Penalty: 5297.877930
	Iteration 29Q: 3 clusters Score -8027388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -8027381.500000 Penalty: 5297.877930
	Iteration 30Q: 3 clusters Score -8027382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -8027393.000000 Penalty: 5297.877930
	Iteration 31Q: 3 clusters Score -8027393 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -8027409.000000 Penalty: 5297.877930
	Iteration 32Q: 3 clusters Score -8027409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -8027409.000000 Penalty: 5297.877930
	Iteration 33Q: 3 clusters Score -8027409 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -8027409.500000 Penalty: 5297.877930
	Iteration 34Q: 3 clusters Score -8027410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -8027421.000000 Penalty: 5297.877930
	Iteration 35Q: 3 clusters Score -8027421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -8027426.000000 Penalty: 5297.877930
	Iteration 36Q: 3 clusters Score -8027426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -8027430.500000 Penalty: 5297.877930
	Iteration 37Q: 3 clusters Score -8027430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -8027424.000000 Penalty: 5297.877930
	Iteration 38Q: 3 clusters Score -8027424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -8027427.000000 Penalty: 5297.877930
	Iteration 39Q: 3 clusters Score -8027427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -8027429.000000 Penalty: 5297.877930
	Iteration 40F: 3 clusters Score -8027429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -8027440.000000 Penalty: 5297.877930
	Iteration 41Q: 3 clusters Score -8027440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -8027441.000000 Penalty: 5297.877930
	Iteration 42Q: 3 clusters Score -8027441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -8027441.500000 Penalty: 5297.877930
	Iteration 43Q: 3 clusters Score -8027442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -8027452.500000 Penalty: 5297.877930
	Iteration 44Q: 3 clusters Score -8027452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -8027453.500000 Penalty: 5297.877930
	Iteration 45Q: 3 clusters Score -8027454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -8027442.500000 Penalty: 5297.877930
	Iteration 46Q: 3 clusters Score -8027442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -8027436.500000 Penalty: 5297.877930
	Iteration 47Q: 3 clusters Score -8027436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -8027440.500000 Penalty: 5297.877930
	Iteration 48Q: 3 clusters Score -8027440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -8027432.000000 Penalty: 5297.877930
	Iteration 49Q: 3 clusters Score -8027432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -8027433.500000 Penalty: 5297.877930
	Iteration 50Q: 3 clusters Score -8027434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -8027447.500000 Penalty: 5297.877930
	Iteration 51Q: 3 clusters Score -8027448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -8027447.000000 Penalty: 5297.877930
	Iteration 52Q: 3 clusters Score -8027447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -8027447.500000 Penalty: 5297.877930
	Iteration 53Q: 3 clusters Score -8027448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -8027450.500000 Penalty: 5297.877930
	Iteration 54Q: 3 clusters Score -8027450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -8027452.500000 Penalty: 5297.877930
	Iteration 55Q: 3 clusters Score -8027452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -8027449.000000 Penalty: 5297.877930
	Iteration 56Q: 3 clusters Score -8027449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -8027453.500000 Penalty: 5297.877930
	Iteration 57Q: 3 clusters Score -8027454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -8027462.500000 Penalty: 5297.877930
	Iteration 58Q: 3 clusters Score -8027462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -8027468.000000 Penalty: 5297.877930
	Iteration 59Q: 3 clusters Score -8027468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -8027469.500000 Penalty: 5297.877930
	Iteration 60F: 3 clusters Score -8027470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -8027470.000000 Penalty: 5297.877930
	Iteration 61Q: 3 clusters Score -8027470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -8027470.000000 Penalty: 5297.877930
	Iteration 62Q: 3 clusters Score -8027470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -8027472.500000 Penalty: 5297.877930
	Iteration 63Q: 3 clusters Score -8027472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -8027468.500000 Penalty: 5297.877930
	Iteration 64Q: 3 clusters Score -8027468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -8027475.000000 Penalty: 5297.877930
	Iteration 65Q: 3 clusters Score -8027475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -8027470.000000 Penalty: 5297.877930
	Iteration 66Q: 3 clusters Score -8027470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -8027469.000000 Penalty: 5297.877930
	Iteration 67Q: 3 clusters Score -8027469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -8027470.000000 Penalty: 5297.877930
	Iteration 68Q: 3 clusters Score -8027470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -8027470.000000 Penalty: 5297.877930
	Iteration 69F: 3 clusters Score -8027470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -186898.265625 Penalty: 1730.828003
	Iteration 0F: 2 clusters Score -186898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -185012.015625 Penalty: 3461.656006
	Iteration 0F: 3 clusters Score -185012 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -185484.937500 Penalty: 3461.656006
	Iteration 1F: 3 clusters Score -185484.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -185695.250000 Penalty: 3461.656006
	Iteration 2F: 3 clusters Score -185695.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -185832.890625 Penalty: 3461.656006
	Iteration 3F: 3 clusters Score -185832.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -185966.281250 Penalty: 3461.656006
	Iteration 4F: 3 clusters Score -185966.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -186114.890625 Penalty: 3461.656006
	Iteration 5Q: 3 clusters Score -186114.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -186275.421875 Penalty: 3461.656006
	Iteration 6Q: 3 clusters Score -186275.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -186450.562500 Penalty: 3461.656006
	Iteration 7Q: 3 clusters Score -186450.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -186610.156250 Penalty: 3461.656006
	Iteration 8Q: 3 clusters Score -186610.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -186721.140625 Penalty: 3461.656006
	Iteration 9Q: 3 clusters Score -186721.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186778.015625 Penalty: 3461.656006
	Iteration 10Q: 3 clusters Score -186778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186795.765625 Penalty: 3461.656006
	Iteration 11Q: 3 clusters Score -186795.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186808.437500 Penalty: 3461.656006
	Iteration 12Q: 3 clusters Score -186808.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186819.437500 Penalty: 3461.656006
	Iteration 13Q: 3 clusters Score -186819.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -186847.015625 Penalty: 3461.656006
	Iteration 14Q: 3 clusters Score -186847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -186864.953125 Penalty: 3461.656006
	Iteration 15Q: 3 clusters Score -186865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -186895.796875 Penalty: 3461.656006
	Iteration 16Q: 3 clusters Score -186895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -186904.781250 Penalty: 3461.656006
	Iteration 17Q: 3 clusters Score -186904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -186920.093750 Penalty: 3461.656006
	Iteration 18F: 3 clusters Score -186920.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -186987.375000 Penalty: 3461.656006
	Iteration 19Q: 3 clusters Score -186987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -186992.015625 Penalty: 3461.656006
	Iteration 20F: 3 clusters Score -186992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -187001.968750 Penalty: 3461.656006
	Iteration 21Q: 3 clusters Score -187002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -187006.468750 Penalty: 3461.656006
	Iteration 22Q: 3 clusters Score -187006.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -187012.234375 Penalty: 3461.656006
	Iteration 23Q: 3 clusters Score -187012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -187012.234375 Penalty: 3461.656006
	Iteration 24F: 3 clusters Score -187012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43530 members 
Mstep: Class 3 contains 230 members 
Mstep: Class 4 contains 55206 members 
Mstep: Class 5 contains 41738 members 
Mstep: Class 6 contains 43596 members 
Mstep: Class 7 contains 41942 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 45256 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 8151 members 
Mstep: Class 12 contains 47557 members 
Mstep: Class 13 contains 33249 members 
Mstep: Class 14 contains 43309 members 
Mstep: Class 15 contains 51025 members 
Mstep: Class 16 contains 43298 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44295 members 
Mstep: Class 20 contains 48028 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47986 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46871 members 
Mstep: Class 25 contains 844 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
Score: -126915080.000000 Penalty: 93445.343750
Splitting cluster 3 changes total score from -126917272.000000 to -126915080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (55206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55206 members 
Entering Unmasked Estep 
Score: -10244202.000000 Penalty: 2707.869141
	Iteration 0F: 2 clusters Score -1.02442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -10212720.000000 Penalty: 5415.738281
	Iteration 0F: 3 clusters Score -1.021272e+07 nChanged 25501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -10227028.000000 Penalty: 5415.738281
	Iteration 1F: 3 clusters Score -1.022703e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -10227511.000000 Penalty: 5415.738281
	Iteration 2Q: 3 clusters Score -1.022751e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -10228022.000000 Penalty: 5415.738281
	Iteration 3Q: 3 clusters Score -1.022802e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -10228656.000000 Penalty: 5415.738281
	Iteration 4Q: 3 clusters Score -1.022866e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -10229498.000000 Penalty: 5415.738281
	Iteration 5Q: 3 clusters Score -1.02295e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -10230620.000000 Penalty: 5415.738281
	Iteration 6Q: 3 clusters Score -1.023062e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -10232236.000000 Penalty: 5415.738281
	Iteration 7F: 3 clusters Score -1.023224e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -10234478.000000 Penalty: 5415.738281
	Iteration 8F: 3 clusters Score -1.023448e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -10236886.000000 Penalty: 5415.738281
	Iteration 9F: 3 clusters Score -1.023689e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -10239062.000000 Penalty: 5415.738281
	Iteration 10F: 3 clusters Score -1.023906e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48723 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -10240362.000000 Penalty: 5415.738281
	Iteration 11Q: 3 clusters Score -1.024036e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -10241069.000000 Penalty: 5415.738281
	Iteration 12Q: 3 clusters Score -1.024107e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -10241644.000000 Penalty: 5415.738281
	Iteration 13Q: 3 clusters Score -1.024164e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -10241864.000000 Penalty: 5415.738281
	Iteration 14Q: 3 clusters Score -1.024186e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -10241959.000000 Penalty: 5415.738281
	Iteration 15Q: 3 clusters Score -1.024196e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -10242070.000000 Penalty: 5415.738281
	Iteration 16Q: 3 clusters Score -1.024207e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -10242173.000000 Penalty: 5415.738281
	Iteration 17Q: 3 clusters Score -1.024217e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -10242197.000000 Penalty: 5415.738281
	Iteration 18Q: 3 clusters Score -1.02422e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -10242264.000000 Penalty: 5415.738281
	Iteration 19Q: 3 clusters Score -1.024226e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -10242269.000000 Penalty: 5415.738281
	Iteration 20F: 3 clusters Score -1.024227e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -10242286.000000 Penalty: 5415.738281
	Iteration 21Q: 3 clusters Score -1.024229e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -10242296.000000 Penalty: 5415.738281
	Iteration 22Q: 3 clusters Score -1.02423e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -10242299.000000 Penalty: 5415.738281
	Iteration 23Q: 3 clusters Score -1.02423e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54026 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10242298.000000 Penalty: 5415.738281
	Iteration 24Q: 3 clusters Score -1.02423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10242298.000000 Penalty: 5415.738281
	Iteration 25Q: 3 clusters Score -1.02423e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -10242295.000000 Penalty: 5415.738281
	Iteration 26Q: 3 clusters Score -1.02423e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10242301.000000 Penalty: 5415.738281
	Iteration 27Q: 3 clusters Score -1.02423e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10242295.000000 Penalty: 5415.738281
	Iteration 28Q: 3 clusters Score -1.02423e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10242306.000000 Penalty: 5415.738281
	Iteration 29Q: 3 clusters Score -1.024231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54141 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -10242314.000000 Penalty: 5415.738281
	Iteration 30Q: 3 clusters Score -1.024231e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10242316.000000 Penalty: 5415.738281
	Iteration 31Q: 3 clusters Score -1.024232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10242308.000000 Penalty: 5415.738281
	Iteration 32Q: 3 clusters Score -1.024231e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10242314.000000 Penalty: 5415.738281
	Iteration 33Q: 3 clusters Score -1.024231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10242311.000000 Penalty: 5415.738281
	Iteration 34Q: 3 clusters Score -1.024231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -10242307.000000 Penalty: 5415.738281
	Iteration 35Q: 3 clusters Score -1.024231e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54194 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10242306.000000 Penalty: 5415.738281
	Iteration 36Q: 3 clusters Score -1.024231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -10242310.000000 Penalty: 5415.738281
	Iteration 37Q: 3 clusters Score -1.024231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10242301.000000 Penalty: 5415.738281
	Iteration 38Q: 3 clusters Score -1.02423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10242301.000000 Penalty: 5415.738281
	Iteration 39F: 3 clusters Score -1.02423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Entering Unmasked Estep 
Score: -7701282.500000 Penalty: 2638.513428
	Iteration 0F: 2 clusters Score -7701282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -7673161.000000 Penalty: 5277.026855
	Iteration 0F: 3 clusters Score -7673161 nChanged 19160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -7683909.000000 Penalty: 5277.026855
	Iteration 1F: 3 clusters Score -7683909 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -7684388.500000 Penalty: 5277.026855
	Iteration 2Q: 3 clusters Score -7684388 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -7684825.000000 Penalty: 5277.026855
	Iteration 3Q: 3 clusters Score -7684825 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -7685389.000000 Penalty: 5277.026855
	Iteration 4Q: 3 clusters Score -7685389 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -7686182.000000 Penalty: 5277.026855
	Iteration 5Q: 3 clusters Score -7686182 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -7687319.000000 Penalty: 5277.026855
	Iteration 6Q: 3 clusters Score -7687319 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -7688766.000000 Penalty: 5277.026855
	Iteration 7Q: 3 clusters Score -7688766 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -7690460.500000 Penalty: 5277.026855
	Iteration 8F: 3 clusters Score -7690460 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -7691963.000000 Penalty: 5277.026855
	Iteration 9F: 3 clusters Score -7691963 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -7693243.500000 Penalty: 5277.026855
	Iteration 10Q: 3 clusters Score -7693244 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -7694328.000000 Penalty: 5277.026855
	Iteration 11Q: 3 clusters Score -7694328 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -7695208.500000 Penalty: 5277.026855
	Iteration 12Q: 3 clusters Score -7695208 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -7695834.000000 Penalty: 5277.026855
	Iteration 13Q: 3 clusters Score -7695834 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -7696355.000000 Penalty: 5277.026855
	Iteration 14Q: 3 clusters Score -7696355 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -7696809.000000 Penalty: 5277.026855
	Iteration 15Q: 3 clusters Score -7696809 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -7697151.500000 Penalty: 5277.026855
	Iteration 16Q: 3 clusters Score -7697152 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -7697432.500000 Penalty: 5277.026855
	Iteration 17Q: 3 clusters Score -7697432 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -7697701.500000 Penalty: 5277.026855
	Iteration 18Q: 3 clusters Score -7697702 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7697952.500000 Penalty: 5277.026855
	Iteration 19Q: 3 clusters Score -7697952 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7698121.000000 Penalty: 5277.026855
	Iteration 20F: 3 clusters Score -7698121 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7698275.500000 Penalty: 5277.026855
	Iteration 21Q: 3 clusters Score -7698276 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7698394.000000 Penalty: 5277.026855
	Iteration 22Q: 3 clusters Score -7698394 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7698468.500000 Penalty: 5277.026855
	Iteration 23Q: 3 clusters Score -7698468 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7698561.000000 Penalty: 5277.026855
	Iteration 24Q: 3 clusters Score -7698561 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7698655.500000 Penalty: 5277.026855
	Iteration 25Q: 3 clusters Score -7698656 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7698713.500000 Penalty: 5277.026855
	Iteration 26Q: 3 clusters Score -7698714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7698783.500000 Penalty: 5277.026855
	Iteration 27Q: 3 clusters Score -7698784 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7698823.500000 Penalty: 5277.026855
	Iteration 28Q: 3 clusters Score -7698824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7698848.000000 Penalty: 5277.026855
	Iteration 29Q: 3 clusters Score -7698848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7698864.000000 Penalty: 5277.026855
	Iteration 30Q: 3 clusters Score -7698864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7698891.000000 Penalty: 5277.026855
	Iteration 31Q: 3 clusters Score -7698891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7698909.000000 Penalty: 5277.026855
	Iteration 32Q: 3 clusters Score -7698909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7698936.000000 Penalty: 5277.026855
	Iteration 33Q: 3 clusters Score -7698936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7698952.500000 Penalty: 5277.026855
	Iteration 34Q: 3 clusters Score -7698952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7698960.000000 Penalty: 5277.026855
	Iteration 35Q: 3 clusters Score -7698960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7698972.000000 Penalty: 5277.026855
	Iteration 36Q: 3 clusters Score -7698972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7698976.000000 Penalty: 5277.026855
	Iteration 37Q: 3 clusters Score -7698976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7698978.000000 Penalty: 5277.026855
	Iteration 38Q: 3 clusters Score -7698978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7698982.500000 Penalty: 5277.026855
	Iteration 39Q: 3 clusters Score -7698982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7699003.500000 Penalty: 5277.026855
	Iteration 40F: 3 clusters Score -7699004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7699010.000000 Penalty: 5277.026855
	Iteration 41Q: 3 clusters Score -7699010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7699018.000000 Penalty: 5277.026855
	Iteration 42Q: 3 clusters Score -7699018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7699016.000000 Penalty: 5277.026855
	Iteration 43Q: 3 clusters Score -7699016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7699017.000000 Penalty: 5277.026855
	Iteration 44Q: 3 clusters Score -7699017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7699023.000000 Penalty: 5277.026855
	Iteration 45Q: 3 clusters Score -7699023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7699021.000000 Penalty: 5277.026855
	Iteration 46Q: 3 clusters Score -7699021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7699018.000000 Penalty: 5277.026855
	Iteration 47Q: 3 clusters Score -7699018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7699018.000000 Penalty: 5277.026855
	Iteration 48F: 3 clusters Score -7699018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Entering Unmasked Estep 
Score: -7974015.500000 Penalty: 2649.314941
	Iteration 0F: 2 clusters Score -7974016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -7944823.000000 Penalty: 5298.629883
	Iteration 0F: 3 clusters Score -7944823 nChanged 19927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -7955552.500000 Penalty: 5298.629883
	Iteration 1F: 3 clusters Score -7955552 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -7956031.500000 Penalty: 5298.629883
	Iteration 2Q: 3 clusters Score -7956032 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -7956430.000000 Penalty: 5298.629883
	Iteration 3Q: 3 clusters Score -7956430 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -7956727.000000 Penalty: 5298.629883
	Iteration 4Q: 3 clusters Score -7956727 nChanged 1305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -7957053.500000 Penalty: 5298.629883
	Iteration 5Q: 3 clusters Score -7957054 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -7957475.500000 Penalty: 5298.629883
	Iteration 6Q: 3 clusters Score -7957476 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7958068 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7958876 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7960050 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -7961790 nChanged 2791
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -7963962 nChanged 2698
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -7965844 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -7967002.500000 Penalty: 5298.629883
	Iteration 13Q: 3 clusters Score -7967002 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7967710 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -7968226.000000 Penalty: 5298.629883
	Iteration 15Q: 3 clusters Score -7968226 nChanged 970
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -7968701.500000 Penalty: 5298.629883
	Iteration 16Q: 3 clusters Score -7968702 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -7969188.500000 Penalty: 5298.629883
	Iteration 17Q: 3 clusters Score -7969188 nChanged 908
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7969645 nChanged 850
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -7970065.500000 Penalty: 5298.629883
	Iteration 19Q: 3 clusters Score -7970066 nChanged 777
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -7970446.500000 Penalty: 5298.629883
	Iteration 20F: 3 clusters Score -7970446 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -7970715.500000 Penalty: 5298.629883
	Iteration 21Q: 3 clusters Score -7970716 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7970893 nChanged 511
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Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7971107 nChanged 435
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Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -7971203.000000 Penalty: 5298.629883
	Iteration 24Q: 3 clusters Score -7971203 nChanged 364
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Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7971270 nChanged 362
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -7971393.500000 Penalty: 5298.629883
	Iteration 26Q: 3 clusters Score -7971394 nChanged 331
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Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -7971456.000000 Penalty: 5298.629883
	Iteration 27Q: 3 clusters Score -7971456 nChanged 310
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Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7971518 nChanged 292
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Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7971596 nChanged 275
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -7971668.500000 Penalty: 5298.629883
	Iteration 30Q: 3 clusters Score -7971668 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -7971729.500000 Penalty: 5298.629883
	Iteration 31Q: 3 clusters Score -7971730 nChanged 232
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7971743 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7971775 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7971820 nChanged 187
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Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7971840 nChanged 180
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Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7971880 nChanged 185
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Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -7971914.000000 Penalty: 5298.629883
	Iteration 37Q: 3 clusters Score -7971914 nChanged 175
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Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -7971933.500000 Penalty: 5298.629883
	Iteration 38Q: 3 clusters Score -7971934 nChanged 146
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Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -7971949.000000 Penalty: 5298.629883
	Iteration 39Q: 3 clusters Score -7971949 nChanged 132
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Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -7971955.500000 Penalty: 5298.629883
	Iteration 40F: 3 clusters Score -7971956 nChanged 124
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Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7971988 nChanged 126
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Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7971990 nChanged 116
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Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7972016 nChanged 115
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Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7972044 nChanged 115
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Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7972064 nChanged 100
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Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7972075 nChanged 93
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Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 5950 members 
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	Iteration 47Q: 3 clusters Score -7972110 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -7972111.000000 Penalty: 5298.629883
	Iteration 48Q: 3 clusters Score -7972111 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -7972138.500000 Penalty: 5298.629883
	Iteration 49Q: 3 clusters Score -7972138 nChanged 73
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Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -7972164.500000 Penalty: 5298.629883
	Iteration 50Q: 3 clusters Score -7972164 nChanged 62
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Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -7972145.000000 Penalty: 5298.629883
	Iteration 51Q: 3 clusters Score -7972145 nChanged 58
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Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7972145 nChanged 55
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Mstep: Class 1 contains 38054 members 
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Entering Unmasked Estep 
Score: -7972158.000000 Penalty: 5298.629883
	Iteration 53Q: 3 clusters Score -7972158 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7972160 nChanged 64
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Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7972166 nChanged 61
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Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -7972190.000000 Penalty: 5298.629883
	Iteration 56Q: 3 clusters Score -7972190 nChanged 56
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Mstep: Class 1 contains 38293 members 
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Entering Unmasked Estep 
Score: -7972205.000000 Penalty: 5298.629883
	Iteration 57Q: 3 clusters Score -7972205 nChanged 68
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Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -7972218.000000 Penalty: 5298.629883
	Iteration 58Q: 3 clusters Score -7972218 nChanged 48
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Mstep: Class 1 contains 38409 members 
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Entering Unmasked Estep 
Score: -7972240.000000 Penalty: 5298.629883
	Iteration 59Q: 3 clusters Score -7972240 nChanged 48
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Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -7972255.000000 Penalty: 5298.629883
	Iteration 60F: 3 clusters Score -7972255 nChanged 44
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Mstep: Class 1 contains 38501 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7972252 nChanged 37
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Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -7972241.000000 Penalty: 5298.629883
	Iteration 62Q: 3 clusters Score -7972241 nChanged 36
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Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7972252 nChanged 37
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Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7972264 nChanged 38
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Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -7972251.500000 Penalty: 5298.629883
	Iteration 65Q: 3 clusters Score -7972252 nChanged 45
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Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7972270 nChanged 42
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Mstep: Class 1 contains 38736 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7972272 nChanged 41
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Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7972265 nChanged 40
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Mstep: Class 1 contains 38815 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7972266 nChanged 41
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Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7972280 nChanged 37
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Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7972291.000000 Penalty: 5298.629883
	Iteration 71Q: 3 clusters Score -7972291 nChanged 32
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Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7972296 nChanged 34
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Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7972296 nChanged 37
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Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -7972302.000000 Penalty: 5298.629883
	Iteration 74Q: 3 clusters Score -7972302 nChanged 36
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Mstep: Class 1 contains 39032 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7972303 nChanged 34
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Mstep: Class 1 contains 39064 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7972312 nChanged 23
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Mstep: Class 1 contains 39085 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7972310 nChanged 15
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Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7972311 nChanged 15
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Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7972318 nChanged 17
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Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -7972326.000000 Penalty: 5298.629883
	Iteration 80F: 3 clusters Score -7972326 nChanged 18
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Mstep: Class 1 contains 39150 members 
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Entering Unmasked Estep 
Score: -7972324.500000 Penalty: 5298.629883
	Iteration 81Q: 3 clusters Score -7972324 nChanged 18
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Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -7972341.000000 Penalty: 5298.629883
	Iteration 82Q: 3 clusters Score -7972341 nChanged 16
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Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7972345 nChanged 20
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Mstep: Class 1 contains 39204 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7972334 nChanged 19
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Mstep: Class 1 contains 39223 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7972336 nChanged 17
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Mstep: Class 1 contains 39240 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7972334 nChanged 15
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Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7972352 nChanged 13
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Mstep: Class 1 contains 39268 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7972347 nChanged 15
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Mstep: Class 1 contains 39281 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7972349 nChanged 4
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Mstep: Class 1 contains 39285 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7972354 nChanged 5
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Mstep: Class 1 contains 39290 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7972351 nChanged 5
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Mstep: Class 1 contains 39295 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7972354 nChanged 6
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Mstep: Class 1 contains 39301 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7972352 nChanged 10
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Mstep: Class 1 contains 39311 members 
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	Iteration 94Q: 3 clusters Score -7972351 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
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Entering Unmasked Estep 
Score: -7972362.000000 Penalty: 5298.629883
	Iteration 95Q: 3 clusters Score -7972362 nChanged 6
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Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7972354 nChanged 5
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Mstep: Class 1 contains 39332 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7972354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -7972358.500000 Penalty: 5298.629883
	Iteration 98Q: 3 clusters Score -7972358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -7972355.500000 Penalty: 5298.629883
	Iteration 99Q: 3 clusters Score -7972356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -7972357.500000 Penalty: 5298.629883
	Iteration 100F: 3 clusters Score -7972358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -7972360.000000 Penalty: 5298.629883
	Iteration 101Q: 3 clusters Score -7972360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -7972351.500000 Penalty: 5298.629883
	Iteration 102Q: 3 clusters Score -7972352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -7972357.000000 Penalty: 5298.629883
	Iteration 103Q: 3 clusters Score -7972357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -7972360.000000 Penalty: 5298.629883
	Iteration 104Q: 3 clusters Score -7972360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -7972360.500000 Penalty: 5298.629883
	Iteration 105Q: 3 clusters Score -7972360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -7972359.500000 Penalty: 5298.629883
	Iteration 106Q: 3 clusters Score -7972360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -7972351.500000 Penalty: 5298.629883
	Iteration 107Q: 3 clusters Score -7972352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -7972346.500000 Penalty: 5298.629883
	Iteration 108Q: 3 clusters Score -7972346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -7972348.000000 Penalty: 5298.629883
	Iteration 109Q: 3 clusters Score -7972348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -7972350.000000 Penalty: 5298.629883
	Iteration 110Q: 3 clusters Score -7972350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -7972358.000000 Penalty: 5298.629883
	Iteration 111Q: 3 clusters Score -7972358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -7972351.500000 Penalty: 5298.629883
	Iteration 112Q: 3 clusters Score -7972352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -7972343.000000 Penalty: 5298.629883
	Iteration 113Q: 3 clusters Score -7972343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -7972348.000000 Penalty: 5298.629883
	Iteration 114Q: 3 clusters Score -7972348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -7972347.000000 Penalty: 5298.629883
	Iteration 115Q: 3 clusters Score -7972347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -7972342.500000 Penalty: 5298.629883
	Iteration 116Q: 3 clusters Score -7972342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -7972350.000000 Penalty: 5298.629883
	Iteration 117Q: 3 clusters Score -7972350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -7972350.500000 Penalty: 5298.629883
	Iteration 118Q: 3 clusters Score -7972350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -7972352.000000 Penalty: 5298.629883
	Iteration 119Q: 3 clusters Score -7972352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -7972346.500000 Penalty: 5298.629883
	Iteration 120F: 3 clusters Score -7972346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -7972346.500000 Penalty: 5298.629883
	Iteration 121Q: 3 clusters Score -7972346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -7972349.000000 Penalty: 5298.629883
	Iteration 122Q: 3 clusters Score -7972349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -7972349.000000 Penalty: 5298.629883
	Iteration 123F: 3 clusters Score -7972349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Entering Unmasked Estep 
Score: -7743094.500000 Penalty: 2639.722656
	Iteration 0F: 2 clusters Score -7743094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -7714931.000000 Penalty: 5279.445312
	Iteration 0F: 3 clusters Score -7714931 nChanged 19224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -7725197.500000 Penalty: 5279.445312
	Iteration 1F: 3 clusters Score -7725198 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -7725578.500000 Penalty: 5279.445312
	Iteration 2Q: 3 clusters Score -7725578 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -7725871.500000 Penalty: 5279.445312
	Iteration 3Q: 3 clusters Score -7725872 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -7726135.500000 Penalty: 5279.445312
	Iteration 4Q: 3 clusters Score -7726136 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -7726457.500000 Penalty: 5279.445312
	Iteration 5Q: 3 clusters Score -7726458 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -7726859.500000 Penalty: 5279.445312
	Iteration 6Q: 3 clusters Score -7726860 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -7727387.000000 Penalty: 5279.445312
	Iteration 7Q: 3 clusters Score -7727387 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -7728113.500000 Penalty: 5279.445312
	Iteration 8Q: 3 clusters Score -7728114 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -7729132.500000 Penalty: 5279.445312
	Iteration 9Q: 3 clusters Score -7729132 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -7730292.000000 Penalty: 5279.445312
	Iteration 10Q: 3 clusters Score -7730292 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -7731473.000000 Penalty: 5279.445312
	Iteration 11Q: 3 clusters Score -7731473 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -7732798.500000 Penalty: 5279.445312
	Iteration 12Q: 3 clusters Score -7732798 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -7733949.000000 Penalty: 5279.445312
	Iteration 13Q: 3 clusters Score -7733949 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -7734871.000000 Penalty: 5279.445312
	Iteration 14Q: 3 clusters Score -7734871 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -7735570.000000 Penalty: 5279.445312
	Iteration 15Q: 3 clusters Score -7735570 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -7735959.000000 Penalty: 5279.445312
	Iteration 16Q: 3 clusters Score -7735959 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -7736236.000000 Penalty: 5279.445312
	Iteration 17Q: 3 clusters Score -7736236 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -7736389.500000 Penalty: 5279.445312
	Iteration 18Q: 3 clusters Score -7736390 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -7736464.000000 Penalty: 5279.445312
	Iteration 19Q: 3 clusters Score -7736464 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -7736518.000000 Penalty: 5279.445312
	Iteration 20F: 3 clusters Score -7736518 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -7736546.000000 Penalty: 5279.445312
	Iteration 21Q: 3 clusters Score -7736546 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -7736585.500000 Penalty: 5279.445312
	Iteration 22Q: 3 clusters Score -7736586 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -7736626.000000 Penalty: 5279.445312
	Iteration 23Q: 3 clusters Score -7736626 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -7736690.000000 Penalty: 5279.445312
	Iteration 24Q: 3 clusters Score -7736690 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -7736752.000000 Penalty: 5279.445312
	Iteration 25Q: 3 clusters Score -7736752 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -7736816.000000 Penalty: 5279.445312
	Iteration 26Q: 3 clusters Score -7736816 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -7736854.000000 Penalty: 5279.445312
	Iteration 27Q: 3 clusters Score -7736854 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -7736899.000000 Penalty: 5279.445312
	Iteration 28Q: 3 clusters Score -7736899 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -7736984.000000 Penalty: 5279.445312
	Iteration 29Q: 3 clusters Score -7736984 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -7737050.500000 Penalty: 5279.445312
	Iteration 30Q: 3 clusters Score -7737050 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -7737143.500000 Penalty: 5279.445312
	Iteration 31Q: 3 clusters Score -7737144 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -7737251.500000 Penalty: 5279.445312
	Iteration 32Q: 3 clusters Score -7737252 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -7737304.000000 Penalty: 5279.445312
	Iteration 33Q: 3 clusters Score -7737304 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -7737379.000000 Penalty: 5279.445312
	Iteration 34Q: 3 clusters Score -7737379 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -7737491.500000 Penalty: 5279.445312
	Iteration 35Q: 3 clusters Score -7737492 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -7737593.000000 Penalty: 5279.445312
	Iteration 36Q: 3 clusters Score -7737593 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -7737682.500000 Penalty: 5279.445312
	Iteration 37Q: 3 clusters Score -7737682 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -7737769.000000 Penalty: 5279.445312
	Iteration 38Q: 3 clusters Score -7737769 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -7737846.000000 Penalty: 5279.445312
	Iteration 39Q: 3 clusters Score -7737846 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -7737980.500000 Penalty: 5279.445312
	Iteration 40F: 3 clusters Score -7737980 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -7738093.500000 Penalty: 5279.445312
	Iteration 41Q: 3 clusters Score -7738094 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -7738181.000000 Penalty: 5279.445312
	Iteration 42Q: 3 clusters Score -7738181 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -7738315.500000 Penalty: 5279.445312
	Iteration 43Q: 3 clusters Score -7738316 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -7738415.500000 Penalty: 5279.445312
	Iteration 44Q: 3 clusters Score -7738416 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -7738502.000000 Penalty: 5279.445312
	Iteration 45Q: 3 clusters Score -7738502 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -7738604.500000 Penalty: 5279.445312
	Iteration 46Q: 3 clusters Score -7738604 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -7738766.000000 Penalty: 5279.445312
	Iteration 47Q: 3 clusters Score -7738766 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -7738887.000000 Penalty: 5279.445312
	Iteration 48Q: 3 clusters Score -7738887 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -7739025.500000 Penalty: 5279.445312
	Iteration 49Q: 3 clusters Score -7739026 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -7739203.000000 Penalty: 5279.445312
	Iteration 50Q: 3 clusters Score -7739203 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -7739386.500000 Penalty: 5279.445312
	Iteration 51Q: 3 clusters Score -7739386 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -7739557.500000 Penalty: 5279.445312
	Iteration 52Q: 3 clusters Score -7739558 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -7739700.000000 Penalty: 5279.445312
	Iteration 53Q: 3 clusters Score -7739700 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -7739852.500000 Penalty: 5279.445312
	Iteration 54Q: 3 clusters Score -7739852 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -7740015.500000 Penalty: 5279.445312
	Iteration 55Q: 3 clusters Score -7740016 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -7740178.500000 Penalty: 5279.445312
	Iteration 56Q: 3 clusters Score -7740178 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -7740289.000000 Penalty: 5279.445312
	Iteration 57Q: 3 clusters Score -7740289 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -7740379.000000 Penalty: 5279.445312
	Iteration 58Q: 3 clusters Score -7740379 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -7740464.500000 Penalty: 5279.445312
	Iteration 59Q: 3 clusters Score -7740464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -7740507.000000 Penalty: 5279.445312
	Iteration 60F: 3 clusters Score -7740507 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -7740579.500000 Penalty: 5279.445312
	Iteration 61Q: 3 clusters Score -7740580 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -7740610.500000 Penalty: 5279.445312
	Iteration 62Q: 3 clusters Score -7740610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -7740660.500000 Penalty: 5279.445312
	Iteration 63Q: 3 clusters Score -7740660 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -7740674.500000 Penalty: 5279.445312
	Iteration 64Q: 3 clusters Score -7740674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -7740685.000000 Penalty: 5279.445312
	Iteration 65Q: 3 clusters Score -7740685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -7740701.500000 Penalty: 5279.445312
	Iteration 66Q: 3 clusters Score -7740702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -7740720.500000 Penalty: 5279.445312
	Iteration 67Q: 3 clusters Score -7740720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -7740731.500000 Penalty: 5279.445312
	Iteration 68Q: 3 clusters Score -7740732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -7740756.000000 Penalty: 5279.445312
	Iteration 69Q: 3 clusters Score -7740756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -7740774.000000 Penalty: 5279.445312
	Iteration 70Q: 3 clusters Score -7740774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -7740797.500000 Penalty: 5279.445312
	Iteration 71Q: 3 clusters Score -7740798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -7740815.500000 Penalty: 5279.445312
	Iteration 72Q: 3 clusters Score -7740816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -7740827.000000 Penalty: 5279.445312
	Iteration 73Q: 3 clusters Score -7740827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -7740833.500000 Penalty: 5279.445312
	Iteration 74Q: 3 clusters Score -7740834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -7740846.500000 Penalty: 5279.445312
	Iteration 75Q: 3 clusters Score -7740846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -7740851.500000 Penalty: 5279.445312
	Iteration 76Q: 3 clusters Score -7740852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -7740868.000000 Penalty: 5279.445312
	Iteration 77Q: 3 clusters Score -7740868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -7740879.000000 Penalty: 5279.445312
	Iteration 78Q: 3 clusters Score -7740879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -7740897.000000 Penalty: 5279.445312
	Iteration 79Q: 3 clusters Score -7740897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -7740904.000000 Penalty: 5279.445312
	Iteration 80F: 3 clusters Score -7740904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -7740912.500000 Penalty: 5279.445312
	Iteration 81Q: 3 clusters Score -7740912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -7740904.500000 Penalty: 5279.445312
	Iteration 82Q: 3 clusters Score -7740904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -7740903.000000 Penalty: 5279.445312
	Iteration 83Q: 3 clusters Score -7740903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -7740906.500000 Penalty: 5279.445312
	Iteration 84Q: 3 clusters Score -7740906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -7740904.500000 Penalty: 5279.445312
	Iteration 85Q: 3 clusters Score -7740904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -7740899.000000 Penalty: 5279.445312
	Iteration 86Q: 3 clusters Score -7740899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -7740896.500000 Penalty: 5279.445312
	Iteration 87Q: 3 clusters Score -7740896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -7740903.000000 Penalty: 5279.445312
	Iteration 88Q: 3 clusters Score -7740903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -7740908.000000 Penalty: 5279.445312
	Iteration 89Q: 3 clusters Score -7740908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -7740908.000000 Penalty: 5279.445312
	Iteration 90F: 3 clusters Score -7740908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -59149.976562 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -59149.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57657.109375 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -57657.11 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -58050.609375 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -58050.61 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58306.218750 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -58306.22 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58474.582031 Penalty: 3114.146729
	Iteration 3F: 3 clusters Score -58474.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58538.812500 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -58538.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58570.890625 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -58570.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58586.835938 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -58586.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58596.980469 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -58596.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58605.503906 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -58605.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58630.265625 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -58630.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58640.699219 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -58640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58641.265625 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -58641.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58650.031250 Penalty: 3114.146729
	Iteration 12Q: 3 clusters Score -58650.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58657.031250 Penalty: 3114.146729
	Iteration 13Q: 3 clusters Score -58657.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -58657.031250 Penalty: 3114.146729
	Iteration 14F: 3 clusters Score -58657.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Entering Unmasked Estep 
Score: -8296639.500000 Penalty: 2658.582520
	Iteration 0F: 2 clusters Score -8296640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -8266727.500000 Penalty: 5317.165039
	Iteration 0F: 3 clusters Score -8266728 nChanged 20934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -8278282.500000 Penalty: 5317.165039
	Iteration 1F: 3 clusters Score -8278282 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -8278766.000000 Penalty: 5317.165039
	Iteration 2Q: 3 clusters Score -8278766 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -8279130.000000 Penalty: 5317.165039
	Iteration 3Q: 3 clusters Score -8279130 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -8279593.500000 Penalty: 5317.165039
	Iteration 4Q: 3 clusters Score -8279594 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -8280151.000000 Penalty: 5317.165039
	Iteration 5Q: 3 clusters Score -8280151 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -8281013.000000 Penalty: 5317.165039
	Iteration 6Q: 3 clusters Score -8281013 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -8282402.000000 Penalty: 5317.165039
	Iteration 7F: 3 clusters Score -8282402 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -8284428.500000 Penalty: 5317.165039
	Iteration 8F: 3 clusters Score -8284428 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -8287128.000000 Penalty: 5317.165039
	Iteration 9F: 3 clusters Score -8287128 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -8290089.500000 Penalty: 5317.165039
	Iteration 10F: 3 clusters Score -8290090 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -8292385.000000 Penalty: 5317.165039
	Iteration 11F: 3 clusters Score -8292385 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -8293448.500000 Penalty: 5317.165039
	Iteration 12Q: 3 clusters Score -8293448 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -8293908.000000 Penalty: 5317.165039
	Iteration 13Q: 3 clusters Score -8293908 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -8294116.000000 Penalty: 5317.165039
	Iteration 14Q: 3 clusters Score -8294116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -8294225.500000 Penalty: 5317.165039
	Iteration 15Q: 3 clusters Score -8294226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -8294315.000000 Penalty: 5317.165039
	Iteration 16Q: 3 clusters Score -8294315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -8294353.000000 Penalty: 5317.165039
	Iteration 17Q: 3 clusters Score -8294353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -8294376.500000 Penalty: 5317.165039
	Iteration 18Q: 3 clusters Score -8294376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8294386.500000 Penalty: 5317.165039
	Iteration 19Q: 3 clusters Score -8294386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -8294392.500000 Penalty: 5317.165039
	Iteration 20F: 3 clusters Score -8294392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -8294389.500000 Penalty: 5317.165039
	Iteration 21Q: 3 clusters Score -8294390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -8294395.000000 Penalty: 5317.165039
	Iteration 22Q: 3 clusters Score -8294395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -8294396.500000 Penalty: 5317.165039
	Iteration 23Q: 3 clusters Score -8294396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -8294396.500000 Penalty: 5317.165039
	Iteration 24F: 3 clusters Score -8294396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Entering Unmasked Estep 
Score: -619122.312500 Penalty: 2013.610718
	Iteration 0F: 2 clusters Score -619122.3 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 1700 members 
Entering Unmasked Estep 
Score: -615576.437500 Penalty: 4027.221436
	Iteration 0F: 3 clusters Score -615576.4 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -616349.875000 Penalty: 4027.221436
	Iteration 1F: 3 clusters Score -616349.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -616518.750000 Penalty: 4027.221436
	Iteration 2F: 3 clusters Score -616518.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -616643.375000 Penalty: 4027.221436
	Iteration 3Q: 3 clusters Score -616643.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -616743.937500 Penalty: 4027.221436
	Iteration 4Q: 3 clusters Score -616743.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -616804.062500 Penalty: 4027.221436
	Iteration 5Q: 3 clusters Score -616804.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -616848.187500 Penalty: 4027.221436
	Iteration 6Q: 3 clusters Score -616848.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -616887.937500 Penalty: 4027.221436
	Iteration 7Q: 3 clusters Score -616887.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -616931.375000 Penalty: 4027.221436
	Iteration 8Q: 3 clusters Score -616931.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -616961.687500 Penalty: 4027.221436
	Iteration 9Q: 3 clusters Score -616961.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -616987.250000 Penalty: 4027.221436
	Iteration 10Q: 3 clusters Score -616987.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -617014.687500 Penalty: 4027.221436
	Iteration 11Q: 3 clusters Score -617014.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -617032.375000 Penalty: 4027.221436
	Iteration 12Q: 3 clusters Score -617032.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -617051.500000 Penalty: 4027.221436
	Iteration 13Q: 3 clusters Score -617051.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -617073.437500 Penalty: 4027.221436
	Iteration 14Q: 3 clusters Score -617073.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -617087.937500 Penalty: 4027.221436
	Iteration 15Q: 3 clusters Score -617087.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -617100.125000 Penalty: 4027.221436
	Iteration 16Q: 3 clusters Score -617100.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -617110.250000 Penalty: 4027.221436
	Iteration 17Q: 3 clusters Score -617110.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -617122.437500 Penalty: 4027.221436
	Iteration 18Q: 3 clusters Score -617122.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -617135.000000 Penalty: 4027.221436
	Iteration 19Q: 3 clusters Score -617135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -617148.375000 Penalty: 4027.221436
	Iteration 20F: 3 clusters Score -617148.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -617158.937500 Penalty: 4027.221436
	Iteration 21Q: 3 clusters Score -617158.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -617171.687500 Penalty: 4027.221436
	Iteration 22Q: 3 clusters Score -617171.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -617185.250000 Penalty: 4027.221436
	Iteration 23Q: 3 clusters Score -617185.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -617194.500000 Penalty: 4027.221436
	Iteration 24Q: 3 clusters Score -617194.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -617203.500000 Penalty: 4027.221436
	Iteration 25Q: 3 clusters Score -617203.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -617213.000000 Penalty: 4027.221436
	Iteration 26Q: 3 clusters Score -617213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -617220.250000 Penalty: 4027.221436
	Iteration 27Q: 3 clusters Score -617220.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -617234.125000 Penalty: 4027.221436
	Iteration 28Q: 3 clusters Score -617234.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -617243.937500 Penalty: 4027.221436
	Iteration 29Q: 3 clusters Score -617243.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -617255.562500 Penalty: 4027.221436
	Iteration 30Q: 3 clusters Score -617255.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -617268.312500 Penalty: 4027.221436
	Iteration 31Q: 3 clusters Score -617268.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -617285.375000 Penalty: 4027.221436
	Iteration 32Q: 3 clusters Score -617285.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -617304.875000 Penalty: 4027.221436
	Iteration 33Q: 3 clusters Score -617304.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -617323.562500 Penalty: 4027.221436
	Iteration 34Q: 3 clusters Score -617323.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -617335.437500 Penalty: 4027.221436
	Iteration 35Q: 3 clusters Score -617335.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -617350.000000 Penalty: 4027.221436
	Iteration 36Q: 3 clusters Score -617350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -617364.375000 Penalty: 4027.221436
	Iteration 37Q: 3 clusters Score -617364.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -617373.562500 Penalty: 4027.221436
	Iteration 38Q: 3 clusters Score -617373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -617379.875000 Penalty: 4027.221436
	Iteration 39Q: 3 clusters Score -617379.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -617383.750000 Penalty: 4027.221436
	Iteration 40F: 3 clusters Score -617383.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -617388.187500 Penalty: 4027.221436
	Iteration 41Q: 3 clusters Score -617388.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -617393.562500 Penalty: 4027.221436
	Iteration 42Q: 3 clusters Score -617393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -617400.000000 Penalty: 4027.221436
	Iteration 43Q: 3 clusters Score -617400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -617403.125000 Penalty: 4027.221436
	Iteration 44Q: 3 clusters Score -617403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -617408.750000 Penalty: 4027.221436
	Iteration 45Q: 3 clusters Score -617408.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -617416.500000 Penalty: 4027.221436
	Iteration 46Q: 3 clusters Score -617416.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -617424.312500 Penalty: 4027.221436
	Iteration 47Q: 3 clusters Score -617424.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -617430.250000 Penalty: 4027.221436
	Iteration 48Q: 3 clusters Score -617430.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -617435.687500 Penalty: 4027.221436
	Iteration 49Q: 3 clusters Score -617435.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -617439.937500 Penalty: 4027.221436
	Iteration 50Q: 3 clusters Score -617439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -617441.937500 Penalty: 4027.221436
	Iteration 51Q: 3 clusters Score -617441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -617444.250000 Penalty: 4027.221436
	Iteration 52Q: 3 clusters Score -617444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -617445.687500 Penalty: 4027.221436
	Iteration 53Q: 3 clusters Score -617445.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -617445.687500 Penalty: 4027.221436
	Iteration 54F: 3 clusters Score -617445.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Entering Unmasked Estep 
Score: -1512804.875000 Penalty: 2233.462158
	Iteration 0F: 2 clusters Score -1512805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1506281.125000 Penalty: 4466.924316
	Iteration 0F: 3 clusters Score -1506281 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1507997.125000 Penalty: 4466.924316
	Iteration 1F: 3 clusters Score -1507997 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1508243.750000 Penalty: 4466.924316
	Iteration 2F: 3 clusters Score -1508244 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1508431.500000 Penalty: 4466.924316
	Iteration 3Q: 3 clusters Score -1508432 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1508581.375000 Penalty: 4466.924316
	Iteration 4Q: 3 clusters Score -1508581 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1508761.000000 Penalty: 4466.924316
	Iteration 5Q: 3 clusters Score -1508761 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1508961.125000 Penalty: 4466.924316
	Iteration 6Q: 3 clusters Score -1508961 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1509167.375000 Penalty: 4466.924316
	Iteration 7Q: 3 clusters Score -1509167 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1509381.875000 Penalty: 4466.924316
	Iteration 8Q: 3 clusters Score -1509382 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1509595.250000 Penalty: 4466.924316
	Iteration 9Q: 3 clusters Score -1509595 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1509819.750000 Penalty: 4466.924316
	Iteration 10Q: 3 clusters Score -1509820 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1510042.500000 Penalty: 4466.924316
	Iteration 11Q: 3 clusters Score -1510042 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1510268.500000 Penalty: 4466.924316
	Iteration 12Q: 3 clusters Score -1510268 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1510464.375000 Penalty: 4466.924316
	Iteration 13Q: 3 clusters Score -1510464 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1510607.375000 Penalty: 4466.924316
	Iteration 14Q: 3 clusters Score -1510607 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1510725.750000 Penalty: 4466.924316
	Iteration 15Q: 3 clusters Score -1510726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1510797.875000 Penalty: 4466.924316
	Iteration 16Q: 3 clusters Score -1510798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1510858.000000 Penalty: 4466.924316
	Iteration 17Q: 3 clusters Score -1510858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1510920.000000 Penalty: 4466.924316
	Iteration 18Q: 3 clusters Score -1510920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1510963.750000 Penalty: 4466.924316
	Iteration 19Q: 3 clusters Score -1510964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1510980.000000 Penalty: 4466.924316
	Iteration 20F: 3 clusters Score -1510980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1510990.625000 Penalty: 4466.924316
	Iteration 21Q: 3 clusters Score -1510991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1511000.500000 Penalty: 4466.924316
	Iteration 22Q: 3 clusters Score -1511000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1511012.125000 Penalty: 4466.924316
	Iteration 23Q: 3 clusters Score -1511012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1511020.250000 Penalty: 4466.924316
	Iteration 24Q: 3 clusters Score -1511020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1511029.125000 Penalty: 4466.924316
	Iteration 25Q: 3 clusters Score -1511029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1511034.250000 Penalty: 4466.924316
	Iteration 26Q: 3 clusters Score -1511034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1511039.500000 Penalty: 4466.924316
	Iteration 27Q: 3 clusters Score -1511040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1511043.250000 Penalty: 4466.924316
	Iteration 28Q: 3 clusters Score -1511043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1511049.125000 Penalty: 4466.924316
	Iteration 29Q: 3 clusters Score -1511049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1511048.875000 Penalty: 4466.924316
	Iteration 30Q: 3 clusters Score -1511049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1511053.125000 Penalty: 4466.924316
	Iteration 31Q: 3 clusters Score -1511053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1511057.500000 Penalty: 4466.924316
	Iteration 32Q: 3 clusters Score -1511058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1511057.500000 Penalty: 4466.924316
	Iteration 33F: 3 clusters Score -1511058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Entering Unmasked Estep 
Score: -8856712.000000 Penalty: 2670.881592
	Iteration 0F: 2 clusters Score -8856712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8827014.000000 Penalty: 5341.763184
	Iteration 0F: 3 clusters Score -8827014 nChanged 21820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -8839124.000000 Penalty: 5341.763184
	Iteration 1F: 3 clusters Score -8839124 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -8839755.000000 Penalty: 5341.763184
	Iteration 2Q: 3 clusters Score -8839755 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -8840698.000000 Penalty: 5341.763184
	Iteration 3Q: 3 clusters Score -8840698 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -8842031.000000 Penalty: 5341.763184
	Iteration 4F: 3 clusters Score -8842031 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -8844224.000000 Penalty: 5341.763184
	Iteration 5F: 3 clusters Score -8844224 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -8847251.000000 Penalty: 5341.763184
	Iteration 6F: 3 clusters Score -8847251 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -8850570.000000 Penalty: 5341.763184
	Iteration 7F: 3 clusters Score -8850570 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -8853025.000000 Penalty: 5341.763184
	Iteration 8F: 3 clusters Score -8853025 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8854001.000000 Penalty: 5341.763184
	Iteration 9Q: 3 clusters Score -8854001 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8854319.000000 Penalty: 5341.763184
	Iteration 10Q: 3 clusters Score -8854319 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8854402.000000 Penalty: 5341.763184
	Iteration 11Q: 3 clusters Score -8854402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8854440.000000 Penalty: 5341.763184
	Iteration 12Q: 3 clusters Score -8854440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8854462.000000 Penalty: 5341.763184
	Iteration 13Q: 3 clusters Score -8854462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8854480.000000 Penalty: 5341.763184
	Iteration 14Q: 3 clusters Score -8854480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8854499.000000 Penalty: 5341.763184
	Iteration 15Q: 3 clusters Score -8854499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8854498.000000 Penalty: 5341.763184
	Iteration 16Q: 3 clusters Score -8854498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8854516.000000 Penalty: 5341.763184
	Iteration 17Q: 3 clusters Score -8854516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8854524.000000 Penalty: 5341.763184
	Iteration 18Q: 3 clusters Score -8854524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8854532.000000 Penalty: 5341.763184
	Iteration 19Q: 3 clusters Score -8854532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8854540.000000 Penalty: 5341.763184
	Iteration 20F: 3 clusters Score -8854540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8854536.000000 Penalty: 5341.763184
	Iteration 21Q: 3 clusters Score -8854536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8854535.000000 Penalty: 5341.763184
	Iteration 22Q: 3 clusters Score -8854535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8854535.000000 Penalty: 5341.763184
	Iteration 23F: 3 clusters Score -8854535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Entering Unmasked Estep 
Score: -5970517.500000 Penalty: 2582.121582
	Iteration 0F: 2 clusters Score -5970518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -5947767.500000 Penalty: 5164.243164
	Iteration 0F: 3 clusters Score -5947768 nChanged 15040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -5955900.000000 Penalty: 5164.243164
	Iteration 1F: 3 clusters Score -5955900 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -5956256.000000 Penalty: 5164.243164
	Iteration 2Q: 3 clusters Score -5956256 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -5956573.500000 Penalty: 5164.243164
	Iteration 3Q: 3 clusters Score -5956574 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -5956905.000000 Penalty: 5164.243164
	Iteration 4Q: 3 clusters Score -5956905 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -5957271.500000 Penalty: 5164.243164
	Iteration 5Q: 3 clusters Score -5957272 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -5957733.000000 Penalty: 5164.243164
	Iteration 6Q: 3 clusters Score -5957733 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -5958268.500000 Penalty: 5164.243164
	Iteration 7Q: 3 clusters Score -5958268 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -5959016.000000 Penalty: 5164.243164
	Iteration 8Q: 3 clusters Score -5959016 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -5960194.000000 Penalty: 5164.243164
	Iteration 9F: 3 clusters Score -5960194 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -5961766.500000 Penalty: 5164.243164
	Iteration 10F: 3 clusters Score -5961766 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -5963484.000000 Penalty: 5164.243164
	Iteration 11F: 3 clusters Score -5963484 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -5965046.500000 Penalty: 5164.243164
	Iteration 12F: 3 clusters Score -5965046 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -5966223.500000 Penalty: 5164.243164
	Iteration 13Q: 3 clusters Score -5966224 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5967163.000000 Penalty: 5164.243164
	Iteration 14Q: 3 clusters Score -5967163 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5967902.000000 Penalty: 5164.243164
	Iteration 15Q: 3 clusters Score -5967902 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5968253.000000 Penalty: 5164.243164
	Iteration 16Q: 3 clusters Score -5968253 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5968391.000000 Penalty: 5164.243164
	Iteration 17Q: 3 clusters Score -5968391 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5968459.000000 Penalty: 5164.243164
	Iteration 18Q: 3 clusters Score -5968459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5968480.500000 Penalty: 5164.243164
	Iteration 19Q: 3 clusters Score -5968480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5968503.500000 Penalty: 5164.243164
	Iteration 20F: 3 clusters Score -5968504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5968515.000000 Penalty: 5164.243164
	Iteration 21Q: 3 clusters Score -5968515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5968521.000000 Penalty: 5164.243164
	Iteration 22Q: 3 clusters Score -5968521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5968526.500000 Penalty: 5164.243164
	Iteration 23Q: 3 clusters Score -5968526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5968528.500000 Penalty: 5164.243164
	Iteration 24Q: 3 clusters Score -5968528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5968532.000000 Penalty: 5164.243164
	Iteration 25Q: 3 clusters Score -5968532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5968532.000000 Penalty: 5164.243164
	Iteration 26Q: 3 clusters Score -5968532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5968524.500000 Penalty: 5164.243164
	Iteration 27Q: 3 clusters Score -5968524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5968535.500000 Penalty: 5164.243164
	Iteration 28Q: 3 clusters Score -5968536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5968537.000000 Penalty: 5164.243164
	Iteration 29Q: 3 clusters Score -5968537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5968537.500000 Penalty: 5164.243164
	Iteration 30Q: 3 clusters Score -5968538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5968538.500000 Penalty: 5164.243164
	Iteration 31Q: 3 clusters Score -5968538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5968544.000000 Penalty: 5164.243164
	Iteration 32Q: 3 clusters Score -5968544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5968548.000000 Penalty: 5164.243164
	Iteration 33Q: 3 clusters Score -5968548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5968548.500000 Penalty: 5164.243164
	Iteration 34Q: 3 clusters Score -5968548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5968545.500000 Penalty: 5164.243164
	Iteration 35Q: 3 clusters Score -5968546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5968549.500000 Penalty: 5164.243164
	Iteration 36Q: 3 clusters Score -5968550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5968548.500000 Penalty: 5164.243164
	Iteration 37Q: 3 clusters Score -5968548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5968551.500000 Penalty: 5164.243164
	Iteration 38Q: 3 clusters Score -5968552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5968549.000000 Penalty: 5164.243164
	Iteration 39Q: 3 clusters Score -5968549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5968550.000000 Penalty: 5164.243164
	Iteration 40F: 3 clusters Score -5968550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Entering Unmasked Estep 
Score: -7983300.500000 Penalty: 2647.676758
	Iteration 0F: 2 clusters Score -7983300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -7954672.500000 Penalty: 5295.353516
	Iteration 0F: 3 clusters Score -7954672 nChanged 19872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -7965409.500000 Penalty: 5295.353516
	Iteration 1F: 3 clusters Score -7965410 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -7965847.500000 Penalty: 5295.353516
	Iteration 2Q: 3 clusters Score -7965848 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -7966469.500000 Penalty: 5295.353516
	Iteration 3Q: 3 clusters Score -7966470 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -7967417.000000 Penalty: 5295.353516
	Iteration 4Q: 3 clusters Score -7967417 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -7968893.000000 Penalty: 5295.353516
	Iteration 5F: 3 clusters Score -7968893 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -7971226.500000 Penalty: 5295.353516
	Iteration 6F: 3 clusters Score -7971226 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -7974514.000000 Penalty: 5295.353516
	Iteration 7F: 3 clusters Score -7974514 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -7977784.500000 Penalty: 5295.353516
	Iteration 8F: 3 clusters Score -7977784 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -7979858.500000 Penalty: 5295.353516
	Iteration 9F: 3 clusters Score -7979858 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -7980544.000000 Penalty: 5295.353516
	Iteration 10Q: 3 clusters Score -7980544 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -7980818.500000 Penalty: 5295.353516
	Iteration 11Q: 3 clusters Score -7980818 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -7980923.500000 Penalty: 5295.353516
	Iteration 12Q: 3 clusters Score -7980924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -7980959.500000 Penalty: 5295.353516
	Iteration 13Q: 3 clusters Score -7980960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -7981003.500000 Penalty: 5295.353516
	Iteration 14Q: 3 clusters Score -7981004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -7981014.000000 Penalty: 5295.353516
	Iteration 15Q: 3 clusters Score -7981014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -7981025.500000 Penalty: 5295.353516
	Iteration 16Q: 3 clusters Score -7981026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -7981032.500000 Penalty: 5295.353516
	Iteration 17Q: 3 clusters Score -7981032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -7981031.000000 Penalty: 5295.353516
	Iteration 18Q: 3 clusters Score -7981031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -7981034.000000 Penalty: 5295.353516
	Iteration 19Q: 3 clusters Score -7981034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -7981031.500000 Penalty: 5295.353516
	Iteration 20F: 3 clusters Score -7981032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Entering Unmasked Estep 
Score: -9574873.000000 Penalty: 2688.337646
	Iteration 0F: 2 clusters Score -9574873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -9546374.000000 Penalty: 5376.675293
	Iteration 0F: 3 clusters Score -9546374 nChanged 23616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -9559346.000000 Penalty: 5376.675293
	Iteration 1F: 3 clusters Score -9559346 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -9560005.000000 Penalty: 5376.675293
	Iteration 2Q: 3 clusters Score -9560005 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -9560588.000000 Penalty: 5376.675293
	Iteration 3Q: 3 clusters Score -9560588 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -9561206.000000 Penalty: 5376.675293
	Iteration 4Q: 3 clusters Score -9561206 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -9561903.000000 Penalty: 5376.675293
	Iteration 5Q: 3 clusters Score -9561903 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -9562697.000000 Penalty: 5376.675293
	Iteration 6Q: 3 clusters Score -9562697 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -9563793.000000 Penalty: 5376.675293
	Iteration 7Q: 3 clusters Score -9563793 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -9565377.000000 Penalty: 5376.675293
	Iteration 8F: 3 clusters Score -9565377 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -9567256.000000 Penalty: 5376.675293
	Iteration 9F: 3 clusters Score -9567256 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -9569206.000000 Penalty: 5376.675293
	Iteration 10F: 3 clusters Score -9569206 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -9570259.000000 Penalty: 5376.675293
	Iteration 11Q: 3 clusters Score -9570259 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -9570780.000000 Penalty: 5376.675293
	Iteration 12Q: 3 clusters Score -9570780 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -9571064.000000 Penalty: 5376.675293
	Iteration 13Q: 3 clusters Score -9571064 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -9571302.000000 Penalty: 5376.675293
	Iteration 14Q: 3 clusters Score -9571302 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -9571563.000000 Penalty: 5376.675293
	Iteration 15Q: 3 clusters Score -9571563 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -9571729.000000 Penalty: 5376.675293
	Iteration 16Q: 3 clusters Score -9571729 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -9571919.000000 Penalty: 5376.675293
	Iteration 17Q: 3 clusters Score -9571919 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -9572081.000000 Penalty: 5376.675293
	Iteration 18Q: 3 clusters Score -9572081 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -9572382.000000 Penalty: 5376.675293
	Iteration 19Q: 3 clusters Score -9572382 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -9572600.000000 Penalty: 5376.675293
	Iteration 20F: 3 clusters Score -9572600 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -9572886.000000 Penalty: 5376.675293
	Iteration 21Q: 3 clusters Score -9572886 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -9573129.000000 Penalty: 5376.675293
	Iteration 22Q: 3 clusters Score -9573129 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -9573318.000000 Penalty: 5376.675293
	Iteration 23Q: 3 clusters Score -9573318 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -9573499.000000 Penalty: 5376.675293
	Iteration 24Q: 3 clusters Score -9573499 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -9573700.000000 Penalty: 5376.675293
	Iteration 25Q: 3 clusters Score -9573700 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -9573940.000000 Penalty: 5376.675293
	Iteration 26Q: 3 clusters Score -9573940 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -9574207.000000 Penalty: 5376.675293
	Iteration 27Q: 3 clusters Score -9574207 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -9574476.000000 Penalty: 5376.675293
	Iteration 28Q: 3 clusters Score -9574476 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -9574621.000000 Penalty: 5376.675293
	Iteration 29Q: 3 clusters Score -9574621 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -9574611.000000 Penalty: 5376.675293
	Iteration 30Q: 3 clusters Score -9574611 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -9574522.000000 Penalty: 5376.675293
	Iteration 31Q: 3 clusters Score -9574522 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -9574130.000000 Penalty: 5376.675293
	Iteration 32Q: 3 clusters Score -9574130 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -9573807.000000 Penalty: 5376.675293
	Iteration 33Q: 3 clusters Score -9573807 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -9573475.000000 Penalty: 5376.675293
	Iteration 34Q: 3 clusters Score -9573475 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -9573213.000000 Penalty: 5376.675293
	Iteration 35Q: 3 clusters Score -9573213 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -9573069.000000 Penalty: 5376.675293
	Iteration 36Q: 3 clusters Score -9573069 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -9573007.000000 Penalty: 5376.675293
	Iteration 37Q: 3 clusters Score -9573007 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -9572992.000000 Penalty: 5376.675293
	Iteration 38Q: 3 clusters Score -9572992 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -9572969.000000 Penalty: 5376.675293
	Iteration 39Q: 3 clusters Score -9572969 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -9572964.000000 Penalty: 5376.675293
	Iteration 40F: 3 clusters Score -9572964 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -9572928.000000 Penalty: 5376.675293
	Iteration 41Q: 3 clusters Score -9572928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -9572914.000000 Penalty: 5376.675293
	Iteration 42Q: 3 clusters Score -9572914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -9572912.000000 Penalty: 5376.675293
	Iteration 43Q: 3 clusters Score -9572912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 50614 members 
Entering Unmasked Estep 
Score: -9572901.000000 Penalty: 5376.675293
	Iteration 44Q: 3 clusters Score -9572901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 50623 members 
Entering Unmasked Estep 
Score: -9572903.000000 Penalty: 5376.675293
	Iteration 45Q: 3 clusters Score -9572903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -9572901.000000 Penalty: 5376.675293
	Iteration 46Q: 3 clusters Score -9572901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -9572899.000000 Penalty: 5376.675293
	Iteration 47Q: 3 clusters Score -9572899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -9572904.000000 Penalty: 5376.675293
	Iteration 48Q: 3 clusters Score -9572904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -9572895.000000 Penalty: 5376.675293
	Iteration 49Q: 3 clusters Score -9572895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -9572892.000000 Penalty: 5376.675293
	Iteration 50Q: 3 clusters Score -9572892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -9572900.000000 Penalty: 5376.675293
	Iteration 51Q: 3 clusters Score -9572900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -9572893.000000 Penalty: 5376.675293
	Iteration 52Q: 3 clusters Score -9572893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -9572898.000000 Penalty: 5376.675293
	Iteration 53Q: 3 clusters Score -9572898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -9572898.000000 Penalty: 5376.675293
	Iteration 54F: 3 clusters Score -9572898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Entering Unmasked Estep 
Score: -8052801.500000 Penalty: 2647.613525
	Iteration 0F: 2 clusters Score -8052802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8023970.000000 Penalty: 5295.227051
	Iteration 0F: 3 clusters Score -8023970 nChanged 19892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -8034934.500000 Penalty: 5295.227051
	Iteration 1F: 3 clusters Score -8034934 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -8035632.000000 Penalty: 5295.227051
	Iteration 2Q: 3 clusters Score -8035632 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -8036284.500000 Penalty: 5295.227051
	Iteration 3Q: 3 clusters Score -8036284 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -8037167.000000 Penalty: 5295.227051
	Iteration 4Q: 3 clusters Score -8037167 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -8038332.500000 Penalty: 5295.227051
	Iteration 5F: 3 clusters Score -8038332 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -8039828.500000 Penalty: 5295.227051
	Iteration 6F: 3 clusters Score -8039828 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -8042044.000000 Penalty: 5295.227051
	Iteration 7F: 3 clusters Score -8042044 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -8044698.000000 Penalty: 5295.227051
	Iteration 8F: 3 clusters Score -8044698 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -8046862.500000 Penalty: 5295.227051
	Iteration 9F: 3 clusters Score -8046862 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -8047877.000000 Penalty: 5295.227051
	Iteration 10Q: 3 clusters Score -8047877 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -8048294.500000 Penalty: 5295.227051
	Iteration 11Q: 3 clusters Score -8048294 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -8048553.500000 Penalty: 5295.227051
	Iteration 12Q: 3 clusters Score -8048554 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32945 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -8048729.000000 Penalty: 5295.227051
	Iteration 13Q: 3 clusters Score -8048729 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -8048896.500000 Penalty: 5295.227051
	Iteration 14Q: 3 clusters Score -8048896 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -8048997.000000 Penalty: 5295.227051
	Iteration 15Q: 3 clusters Score -8048997 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -8049081.500000 Penalty: 5295.227051
	Iteration 16Q: 3 clusters Score -8049082 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -8049166.500000 Penalty: 5295.227051
	Iteration 17Q: 3 clusters Score -8049166 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -8049217.000000 Penalty: 5295.227051
	Iteration 18Q: 3 clusters Score -8049217 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -8049285.000000 Penalty: 5295.227051
	Iteration 19Q: 3 clusters Score -8049285 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -8049352.000000 Penalty: 5295.227051
	Iteration 20F: 3 clusters Score -8049352 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -8049408.500000 Penalty: 5295.227051
	Iteration 21Q: 3 clusters Score -8049408 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -8049462.000000 Penalty: 5295.227051
	Iteration 22Q: 3 clusters Score -8049462 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -8049548.000000 Penalty: 5295.227051
	Iteration 23Q: 3 clusters Score -8049548 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -8049604.000000 Penalty: 5295.227051
	Iteration 24Q: 3 clusters Score -8049604 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -8049650.500000 Penalty: 5295.227051
	Iteration 25Q: 3 clusters Score -8049650 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -8049690.500000 Penalty: 5295.227051
	Iteration 26Q: 3 clusters Score -8049690 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -8049724.000000 Penalty: 5295.227051
	Iteration 27Q: 3 clusters Score -8049724 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -8049761.000000 Penalty: 5295.227051
	Iteration 28Q: 3 clusters Score -8049761 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -8049807.500000 Penalty: 5295.227051
	Iteration 29Q: 3 clusters Score -8049808 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -8049863.500000 Penalty: 5295.227051
	Iteration 30Q: 3 clusters Score -8049864 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -8049876.500000 Penalty: 5295.227051
	Iteration 31Q: 3 clusters Score -8049876 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -8049925.500000 Penalty: 5295.227051
	Iteration 32Q: 3 clusters Score -8049926 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -8049946.500000 Penalty: 5295.227051
	Iteration 33Q: 3 clusters Score -8049946 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -8049991.000000 Penalty: 5295.227051
	Iteration 34Q: 3 clusters Score -8049991 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -8050035.000000 Penalty: 5295.227051
	Iteration 35Q: 3 clusters Score -8050035 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -8050046.500000 Penalty: 5295.227051
	Iteration 36Q: 3 clusters Score -8050046 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -8050083.000000 Penalty: 5295.227051
	Iteration 37Q: 3 clusters Score -8050083 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -8050091.000000 Penalty: 5295.227051
	Iteration 38Q: 3 clusters Score -8050091 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -8050123.500000 Penalty: 5295.227051
	Iteration 39Q: 3 clusters Score -8050124 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -8050136.000000 Penalty: 5295.227051
	Iteration 40F: 3 clusters Score -8050136 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -8050183.000000 Penalty: 5295.227051
	Iteration 41Q: 3 clusters Score -8050183 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -8050202.000000 Penalty: 5295.227051
	Iteration 42Q: 3 clusters Score -8050202 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -8050239.500000 Penalty: 5295.227051
	Iteration 43Q: 3 clusters Score -8050240 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8050256.000000 Penalty: 5295.227051
	Iteration 44Q: 3 clusters Score -8050256 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -8050281.000000 Penalty: 5295.227051
	Iteration 45Q: 3 clusters Score -8050281 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -8050309.000000 Penalty: 5295.227051
	Iteration 46Q: 3 clusters Score -8050309 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -8050321.000000 Penalty: 5295.227051
	Iteration 47Q: 3 clusters Score -8050321 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -8050354.500000 Penalty: 5295.227051
	Iteration 48Q: 3 clusters Score -8050354 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -8050381.500000 Penalty: 5295.227051
	Iteration 49Q: 3 clusters Score -8050382 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -8050396.000000 Penalty: 5295.227051
	Iteration 50Q: 3 clusters Score -8050396 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8050418.000000 Penalty: 5295.227051
	Iteration 51Q: 3 clusters Score -8050418 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -8050428.000000 Penalty: 5295.227051
	Iteration 52Q: 3 clusters Score -8050428 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -8050466.000000 Penalty: 5295.227051
	Iteration 53Q: 3 clusters Score -8050466 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8050488.000000 Penalty: 5295.227051
	Iteration 54Q: 3 clusters Score -8050488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -8050494.500000 Penalty: 5295.227051
	Iteration 55Q: 3 clusters Score -8050494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -8050495.500000 Penalty: 5295.227051
	Iteration 56Q: 3 clusters Score -8050496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8050534.000000 Penalty: 5295.227051
	Iteration 57Q: 3 clusters Score -8050534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -8050531.000000 Penalty: 5295.227051
	Iteration 58Q: 3 clusters Score -8050531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -8050545.500000 Penalty: 5295.227051
	Iteration 59Q: 3 clusters Score -8050546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8050545.000000 Penalty: 5295.227051
	Iteration 60F: 3 clusters Score -8050545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8050550.000000 Penalty: 5295.227051
	Iteration 61Q: 3 clusters Score -8050550 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8050567.000000 Penalty: 5295.227051
	Iteration 62Q: 3 clusters Score -8050567 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8050582.500000 Penalty: 5295.227051
	Iteration 63Q: 3 clusters Score -8050582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8050600.000000 Penalty: 5295.227051
	Iteration 64Q: 3 clusters Score -8050600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8050602.000000 Penalty: 5295.227051
	Iteration 65Q: 3 clusters Score -8050602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -8050610.000000 Penalty: 5295.227051
	Iteration 66Q: 3 clusters Score -8050610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -8050606.000000 Penalty: 5295.227051
	Iteration 67Q: 3 clusters Score -8050606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8050623.000000 Penalty: 5295.227051
	Iteration 68Q: 3 clusters Score -8050623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -8050636.500000 Penalty: 5295.227051
	Iteration 69Q: 3 clusters Score -8050636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8050634.000000 Penalty: 5295.227051
	Iteration 70Q: 3 clusters Score -8050634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8050650.500000 Penalty: 5295.227051
	Iteration 71Q: 3 clusters Score -8050650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -8050655.000000 Penalty: 5295.227051
	Iteration 72Q: 3 clusters Score -8050655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8050648.000000 Penalty: 5295.227051
	Iteration 73Q: 3 clusters Score -8050648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -8050670.500000 Penalty: 5295.227051
	Iteration 74Q: 3 clusters Score -8050670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8050665.000000 Penalty: 5295.227051
	Iteration 75Q: 3 clusters Score -8050665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -8050684.500000 Penalty: 5295.227051
	Iteration 76Q: 3 clusters Score -8050684 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8050697.500000 Penalty: 5295.227051
	Iteration 77Q: 3 clusters Score -8050698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8050686.000000 Penalty: 5295.227051
	Iteration 78Q: 3 clusters Score -8050686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8050697.500000 Penalty: 5295.227051
	Iteration 79Q: 3 clusters Score -8050698 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8050708.500000 Penalty: 5295.227051
	Iteration 80F: 3 clusters Score -8050708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8050697.500000 Penalty: 5295.227051
	Iteration 81Q: 3 clusters Score -8050698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8050704.000000 Penalty: 5295.227051
	Iteration 82Q: 3 clusters Score -8050704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -8050715.000000 Penalty: 5295.227051
	Iteration 83Q: 3 clusters Score -8050715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8050708.500000 Penalty: 5295.227051
	Iteration 84Q: 3 clusters Score -8050708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8050716.500000 Penalty: 5295.227051
	Iteration 85Q: 3 clusters Score -8050716 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8050727.000000 Penalty: 5295.227051
	Iteration 86Q: 3 clusters Score -8050727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8050739.500000 Penalty: 5295.227051
	Iteration 87Q: 3 clusters Score -8050740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8050738.000000 Penalty: 5295.227051
	Iteration 88Q: 3 clusters Score -8050738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8050743.500000 Penalty: 5295.227051
	Iteration 89Q: 3 clusters Score -8050744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8050751.500000 Penalty: 5295.227051
	Iteration 90Q: 3 clusters Score -8050752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8050743.000000 Penalty: 5295.227051
	Iteration 91Q: 3 clusters Score -8050743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8050742.500000 Penalty: 5295.227051
	Iteration 92Q: 3 clusters Score -8050742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8050752.000000 Penalty: 5295.227051
	Iteration 93Q: 3 clusters Score -8050752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8050757.500000 Penalty: 5295.227051
	Iteration 94Q: 3 clusters Score -8050758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8050756.000000 Penalty: 5295.227051
	Iteration 95Q: 3 clusters Score -8050756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8050762.500000 Penalty: 5295.227051
	Iteration 96Q: 3 clusters Score -8050762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8050764.000000 Penalty: 5295.227051
	Iteration 97Q: 3 clusters Score -8050764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8050755.500000 Penalty: 5295.227051
	Iteration 98Q: 3 clusters Score -8050756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8050752.500000 Penalty: 5295.227051
	Iteration 99Q: 3 clusters Score -8050752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8050769.000000 Penalty: 5295.227051
	Iteration 100F: 3 clusters Score -8050769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8050765.000000 Penalty: 5295.227051
	Iteration 101Q: 3 clusters Score -8050765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -8050765.000000 Penalty: 5295.227051
	Iteration 102Q: 3 clusters Score -8050765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8050768.000000 Penalty: 5295.227051
	Iteration 103Q: 3 clusters Score -8050768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8050767.500000 Penalty: 5295.227051
	Iteration 104Q: 3 clusters Score -8050768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8050761.500000 Penalty: 5295.227051
	Iteration 105Q: 3 clusters Score -8050762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8050765.000000 Penalty: 5295.227051
	Iteration 106Q: 3 clusters Score -8050765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -8050766.000000 Penalty: 5295.227051
	Iteration 107Q: 3 clusters Score -8050766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8050761.500000 Penalty: 5295.227051
	Iteration 108Q: 3 clusters Score -8050762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -8050768.500000 Penalty: 5295.227051
	Iteration 109Q: 3 clusters Score -8050768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8050772.500000 Penalty: 5295.227051
	Iteration 110Q: 3 clusters Score -8050772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8050776.500000 Penalty: 5295.227051
	Iteration 111Q: 3 clusters Score -8050776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8050770.000000 Penalty: 5295.227051
	Iteration 112Q: 3 clusters Score -8050770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8050773.500000 Penalty: 5295.227051
	Iteration 113Q: 3 clusters Score -8050774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -8050773.500000 Penalty: 5295.227051
	Iteration 114Q: 3 clusters Score -8050774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8050775.000000 Penalty: 5295.227051
	Iteration 115Q: 3 clusters Score -8050775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8050780.000000 Penalty: 5295.227051
	Iteration 116Q: 3 clusters Score -8050780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8050784.500000 Penalty: 5295.227051
	Iteration 117Q: 3 clusters Score -8050784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8050780.500000 Penalty: 5295.227051
	Iteration 118Q: 3 clusters Score -8050780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8050780.500000 Penalty: 5295.227051
	Iteration 119F: 3 clusters Score -8050780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Entering Unmasked Estep 
Score: -537778.812500 Penalty: 1980.146729
	Iteration 0F: 2 clusters Score -537778.8 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 1458 members 
Entering Unmasked Estep 
Score: -534532.562500 Penalty: 3960.293457
	Iteration 0F: 3 clusters Score -534532.6 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -535129.375000 Penalty: 3960.293457
	Iteration 1F: 3 clusters Score -535129.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -535302.125000 Penalty: 3960.293457
	Iteration 2F: 3 clusters Score -535302.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -535392.250000 Penalty: 3960.293457
	Iteration 3Q: 3 clusters Score -535392.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -535446.125000 Penalty: 3960.293457
	Iteration 4Q: 3 clusters Score -535446.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -535487.437500 Penalty: 3960.293457
	Iteration 5Q: 3 clusters Score -535487.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -535516.437500 Penalty: 3960.293457
	Iteration 6Q: 3 clusters Score -535516.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -535540.312500 Penalty: 3960.293457
	Iteration 7Q: 3 clusters Score -535540.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -535554.437500 Penalty: 3960.293457
	Iteration 8Q: 3 clusters Score -535554.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -535564.500000 Penalty: 3960.293457
	Iteration 9Q: 3 clusters Score -535564.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -535573.187500 Penalty: 3960.293457
	Iteration 10Q: 3 clusters Score -535573.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -535579.187500 Penalty: 3960.293457
	Iteration 11Q: 3 clusters Score -535579.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -535584.875000 Penalty: 3960.293457
	Iteration 12Q: 3 clusters Score -535584.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -535589.687500 Penalty: 3960.293457
	Iteration 13Q: 3 clusters Score -535589.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -535591.437500 Penalty: 3960.293457
	Iteration 14Q: 3 clusters Score -535591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -535593.687500 Penalty: 3960.293457
	Iteration 15Q: 3 clusters Score -535593.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -535594.937500 Penalty: 3960.293457
	Iteration 16Q: 3 clusters Score -535594.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -535593.562500 Penalty: 3960.293457
	Iteration 17Q: 3 clusters Score -535593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -535594.187500 Penalty: 3960.293457
	Iteration 18Q: 3 clusters Score -535594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -535595.937500 Penalty: 3960.293457
	Iteration 19Q: 3 clusters Score -535595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -535597.000000 Penalty: 3960.293457
	Iteration 20F: 3 clusters Score -535597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -446907.218750 Penalty: 1947.790283
	Iteration 0F: 2 clusters Score -446907.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -443906.000000 Penalty: 3895.580566
	Iteration 0F: 3 clusters Score -443906 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -444497.312500 Penalty: 3895.580566
	Iteration 1F: 3 clusters Score -444497.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -444648.312500 Penalty: 3895.580566
	Iteration 2F: 3 clusters Score -444648.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -444746.343750 Penalty: 3895.580566
	Iteration 3Q: 3 clusters Score -444746.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -444814.250000 Penalty: 3895.580566
	Iteration 4Q: 3 clusters Score -444814.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -444858.812500 Penalty: 3895.580566
	Iteration 5Q: 3 clusters Score -444858.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -444888.781250 Penalty: 3895.580566
	Iteration 6Q: 3 clusters Score -444888.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -444915.125000 Penalty: 3895.580566
	Iteration 7Q: 3 clusters Score -444915.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -444940.343750 Penalty: 3895.580566
	Iteration 8Q: 3 clusters Score -444940.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -444962.000000 Penalty: 3895.580566
	Iteration 9Q: 3 clusters Score -444962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -444978.687500 Penalty: 3895.580566
	Iteration 10Q: 3 clusters Score -444978.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -444994.593750 Penalty: 3895.580566
	Iteration 11Q: 3 clusters Score -444994.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -445009.312500 Penalty: 3895.580566
	Iteration 12Q: 3 clusters Score -445009.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -445026.000000 Penalty: 3895.580566
	Iteration 13Q: 3 clusters Score -445026 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -445043.437500 Penalty: 3895.580566
	Iteration 14Q: 3 clusters Score -445043.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -445058.937500 Penalty: 3895.580566
	Iteration 15Q: 3 clusters Score -445058.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -445070.218750 Penalty: 3895.580566
	Iteration 16Q: 3 clusters Score -445070.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -445084.187500 Penalty: 3895.580566
	Iteration 17Q: 3 clusters Score -445084.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -445098.187500 Penalty: 3895.580566
	Iteration 18Q: 3 clusters Score -445098.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -445117.593750 Penalty: 3895.580566
	Iteration 19Q: 3 clusters Score -445117.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -445131.968750 Penalty: 3895.580566
	Iteration 20F: 3 clusters Score -445132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -445142.875000 Penalty: 3895.580566
	Iteration 21Q: 3 clusters Score -445142.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -445154.312500 Penalty: 3895.580566
	Iteration 22Q: 3 clusters Score -445154.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -445165.406250 Penalty: 3895.580566
	Iteration 23Q: 3 clusters Score -445165.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -445174.125000 Penalty: 3895.580566
	Iteration 24Q: 3 clusters Score -445174.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -445177.562500 Penalty: 3895.580566
	Iteration 25Q: 3 clusters Score -445177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -445181.031250 Penalty: 3895.580566
	Iteration 26Q: 3 clusters Score -445181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -445185.406250 Penalty: 3895.580566
	Iteration 27Q: 3 clusters Score -445185.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -445191.906250 Penalty: 3895.580566
	Iteration 28Q: 3 clusters Score -445191.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -445193.500000 Penalty: 3895.580566
	Iteration 29Q: 3 clusters Score -445193.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -445196.843750 Penalty: 3895.580566
	Iteration 30Q: 3 clusters Score -445196.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -445196.843750 Penalty: 3895.580566
	Iteration 31Q: 3 clusters Score -445196.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -445198.281250 Penalty: 3895.580566
	Iteration 32Q: 3 clusters Score -445198.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -445199.781250 Penalty: 3895.580566
	Iteration 33Q: 3 clusters Score -445199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -445201.000000 Penalty: 3895.580566
	Iteration 34Q: 3 clusters Score -445201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -445202.031250 Penalty: 3895.580566
	Iteration 35Q: 3 clusters Score -445202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -445204.781250 Penalty: 3895.580566
	Iteration 36Q: 3 clusters Score -445204.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -445208.906250 Penalty: 3895.580566
	Iteration 37Q: 3 clusters Score -445208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -445212.312500 Penalty: 3895.580566
	Iteration 38Q: 3 clusters Score -445212.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -445215.593750 Penalty: 3895.580566
	Iteration 39Q: 3 clusters Score -445215.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -445219.218750 Penalty: 3895.580566
	Iteration 40F: 3 clusters Score -445219.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -445220.375000 Penalty: 3895.580566
	Iteration 41Q: 3 clusters Score -445220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -445220.343750 Penalty: 3895.580566
	Iteration 42Q: 3 clusters Score -445220.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -445220.343750 Penalty: 3895.580566
	Iteration 43F: 3 clusters Score -445220.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Entering Unmasked Estep 
Score: -8168681.500000 Penalty: 2653.259521
	Iteration 0F: 2 clusters Score -8168682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -8139325.000000 Penalty: 5306.519043
	Iteration 0F: 3 clusters Score -8139325 nChanged 20193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -8150175.000000 Penalty: 5306.519043
	Iteration 1F: 3 clusters Score -8150175 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -8150660.000000 Penalty: 5306.519043
	Iteration 2Q: 3 clusters Score -8150660 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -8151125.500000 Penalty: 5306.519043
	Iteration 3Q: 3 clusters Score -8151126 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -8151611.000000 Penalty: 5306.519043
	Iteration 4Q: 3 clusters Score -8151611 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -8152266.500000 Penalty: 5306.519043
	Iteration 5Q: 3 clusters Score -8152266 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -8153071.000000 Penalty: 5306.519043
	Iteration 6Q: 3 clusters Score -8153071 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -8154155.000000 Penalty: 5306.519043
	Iteration 7F: 3 clusters Score -8154155 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -8155927.000000 Penalty: 5306.519043
	Iteration 8F: 3 clusters Score -8155927 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -8158330.000000 Penalty: 5306.519043
	Iteration 9F: 3 clusters Score -8158330 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -8161199.000000 Penalty: 5306.519043
	Iteration 10F: 3 clusters Score -8161199 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -8163232.500000 Penalty: 5306.519043
	Iteration 11F: 3 clusters Score -8163232 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -8164188.000000 Penalty: 5306.519043
	Iteration 12Q: 3 clusters Score -8164188 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -8164726.000000 Penalty: 5306.519043
	Iteration 13Q: 3 clusters Score -8164726 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -8165030.500000 Penalty: 5306.519043
	Iteration 14Q: 3 clusters Score -8165030 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -8165194.500000 Penalty: 5306.519043
	Iteration 15Q: 3 clusters Score -8165194 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -8165328.500000 Penalty: 5306.519043
	Iteration 16Q: 3 clusters Score -8165328 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -8165421.500000 Penalty: 5306.519043
	Iteration 17Q: 3 clusters Score -8165422 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -8165477.500000 Penalty: 5306.519043
	Iteration 18Q: 3 clusters Score -8165478 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -8165509.000000 Penalty: 5306.519043
	Iteration 19Q: 3 clusters Score -8165509 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -8165540.000000 Penalty: 5306.519043
	Iteration 20F: 3 clusters Score -8165540 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -8165538.000000 Penalty: 5306.519043
	Iteration 21Q: 3 clusters Score -8165538 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -8165567.500000 Penalty: 5306.519043
	Iteration 22Q: 3 clusters Score -8165568 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -8165599.000000 Penalty: 5306.519043
	Iteration 23Q: 3 clusters Score -8165599 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -8165594.000000 Penalty: 5306.519043
	Iteration 24Q: 3 clusters Score -8165594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -8165591.500000 Penalty: 5306.519043
	Iteration 25Q: 3 clusters Score -8165592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -8165590.500000 Penalty: 5306.519043
	Iteration 26Q: 3 clusters Score -8165590 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -8165597.500000 Penalty: 5306.519043
	Iteration 27Q: 3 clusters Score -8165598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -8165597.500000 Penalty: 5306.519043
	Iteration 28Q: 3 clusters Score -8165598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -8165585.000000 Penalty: 5306.519043
	Iteration 29Q: 3 clusters Score -8165585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -8165580.000000 Penalty: 5306.519043
	Iteration 30Q: 3 clusters Score -8165580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -8165586.000000 Penalty: 5306.519043
	Iteration 31Q: 3 clusters Score -8165586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -8165594.000000 Penalty: 5306.519043
	Iteration 32Q: 3 clusters Score -8165594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -8165589.500000 Penalty: 5306.519043
	Iteration 33Q: 3 clusters Score -8165590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -8165583.000000 Penalty: 5306.519043
	Iteration 34Q: 3 clusters Score -8165583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -8165590.000000 Penalty: 5306.519043
	Iteration 35Q: 3 clusters Score -8165590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -8165593.000000 Penalty: 5306.519043
	Iteration 36Q: 3 clusters Score -8165593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -8165589.500000 Penalty: 5306.519043
	Iteration 37Q: 3 clusters Score -8165590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -8165585.000000 Penalty: 5306.519043
	Iteration 38Q: 3 clusters Score -8165585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -8165589.500000 Penalty: 5306.519043
	Iteration 39Q: 3 clusters Score -8165590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -8165592.500000 Penalty: 5306.519043
	Iteration 40F: 3 clusters Score -8165592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -8165595.500000 Penalty: 5306.519043
	Iteration 41Q: 3 clusters Score -8165596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -8165589.000000 Penalty: 5306.519043
	Iteration 42Q: 3 clusters Score -8165589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -8165586.500000 Penalty: 5306.519043
	Iteration 43Q: 3 clusters Score -8165586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -8165592.500000 Penalty: 5306.519043
	Iteration 44Q: 3 clusters Score -8165592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -8165591.500000 Penalty: 5306.519043
	Iteration 45Q: 3 clusters Score -8165592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -8165591.500000 Penalty: 5306.519043
	Iteration 46F: 3 clusters Score -8165592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Entering Unmasked Estep 
Score: -8889902.000000 Penalty: 2673.325684
	Iteration 0F: 2 clusters Score -8889902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -8860915.000000 Penalty: 5346.651367
	Iteration 0F: 3 clusters Score -8860915 nChanged 22182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -8872923.000000 Penalty: 5346.651367
	Iteration 1F: 3 clusters Score -8872923 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -8873421.000000 Penalty: 5346.651367
	Iteration 2Q: 3 clusters Score -8873421 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -8874081.000000 Penalty: 5346.651367
	Iteration 3Q: 3 clusters Score -8874081 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -8874729.000000 Penalty: 5346.651367
	Iteration 4Q: 3 clusters Score -8874729 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -8875528.000000 Penalty: 5346.651367
	Iteration 5Q: 3 clusters Score -8875528 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -8876450.000000 Penalty: 5346.651367
	Iteration 6Q: 3 clusters Score -8876450 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -8877614.000000 Penalty: 5346.651367
	Iteration 7Q: 3 clusters Score -8877614 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -8879000.000000 Penalty: 5346.651367
	Iteration 8F: 3 clusters Score -8879000 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -8880632.000000 Penalty: 5346.651367
	Iteration 9F: 3 clusters Score -8880632 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -8882697.000000 Penalty: 5346.651367
	Iteration 10F: 3 clusters Score -8882697 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -8884672.000000 Penalty: 5346.651367
	Iteration 11F: 3 clusters Score -8884672 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -8885979.000000 Penalty: 5346.651367
	Iteration 12Q: 3 clusters Score -8885979 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -8886552.000000 Penalty: 5346.651367
	Iteration 13Q: 3 clusters Score -8886552 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -8886780.000000 Penalty: 5346.651367
	Iteration 14Q: 3 clusters Score -8886780 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -8886929.000000 Penalty: 5346.651367
	Iteration 15Q: 3 clusters Score -8886929 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8887049 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8887093 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8887137 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8887166 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8887225 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8887300 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8887366 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8887391 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8887407 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8887462 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8887458 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8887490 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8887515 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8887556 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8887594 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8887587 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -8887609.000000 Penalty: 5346.651367
	Iteration 32Q: 3 clusters Score -8887609 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -8887646.000000 Penalty: 5346.651367
	Iteration 33Q: 3 clusters Score -8887646 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8887642 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -8887666.000000 Penalty: 5346.651367
	Iteration 35Q: 3 clusters Score -8887666 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8887687 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -8887694.000000 Penalty: 5346.651367
	Iteration 37Q: 3 clusters Score -8887694 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8887727 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8887737 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8887746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -8887754.000000 Penalty: 5346.651367
	Iteration 41Q: 3 clusters Score -8887754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8887773 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8887783 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -8887807.000000 Penalty: 5346.651367
	Iteration 44Q: 3 clusters Score -8887807 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -8887818.000000 Penalty: 5346.651367
	Iteration 45Q: 3 clusters Score -8887818 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8887847 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8887862 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8887868 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8887884 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8887882 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8887912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8887926 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8887938 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -8887955.000000 Penalty: 5346.651367
	Iteration 54Q: 3 clusters Score -8887955 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8887969 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -8887978.000000 Penalty: 5346.651367
	Iteration 56Q: 3 clusters Score -8887978 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8887997 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8887996 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -8888012.000000 Penalty: 5346.651367
	Iteration 59Q: 3 clusters Score -8888012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -8888026.000000 Penalty: 5346.651367
	Iteration 60F: 3 clusters Score -8888026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -8888040.000000 Penalty: 5346.651367
	Iteration 61Q: 3 clusters Score -8888040 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8888055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8888057 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -8888059.000000 Penalty: 5346.651367
	Iteration 64Q: 3 clusters Score -8888059 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -8888063.000000 Penalty: 5346.651367
	Iteration 65Q: 3 clusters Score -8888063 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8888072 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8888076 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8888093 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -8888096.000000 Penalty: 5346.651367
	Iteration 69Q: 3 clusters Score -8888096 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33516 members 
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Entering Unmasked Estep 
Score: -8888113.000000 Penalty: 5346.651367
	Iteration 70Q: 3 clusters Score -8888113 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -8888109.000000 Penalty: 5346.651367
	Iteration 71Q: 3 clusters Score -8888109 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -8888120.000000 Penalty: 5346.651367
	Iteration 72Q: 3 clusters Score -8888120 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -8888130.000000 Penalty: 5346.651367
	Iteration 73Q: 3 clusters Score -8888130 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -8888148.000000 Penalty: 5346.651367
	Iteration 74Q: 3 clusters Score -8888148 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -8888160.000000 Penalty: 5346.651367
	Iteration 75Q: 3 clusters Score -8888160 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -8888172.000000 Penalty: 5346.651367
	Iteration 76Q: 3 clusters Score -8888172 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33872 members 
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Entering Unmasked Estep 
Score: -8888163.000000 Penalty: 5346.651367
	Iteration 77Q: 3 clusters Score -8888163 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -8888194.000000 Penalty: 5346.651367
	Iteration 78Q: 3 clusters Score -8888194 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -8888183.000000 Penalty: 5346.651367
	Iteration 79Q: 3 clusters Score -8888183 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -8888209.000000 Penalty: 5346.651367
	Iteration 80F: 3 clusters Score -8888209 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -8888226.000000 Penalty: 5346.651367
	Iteration 81Q: 3 clusters Score -8888226 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -8888239.000000 Penalty: 5346.651367
	Iteration 82Q: 3 clusters Score -8888239 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -8888240.000000 Penalty: 5346.651367
	Iteration 83Q: 3 clusters Score -8888240 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8888259 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8888273 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8888259 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8888304 nChanged 93
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Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8888327 nChanged 88
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Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8888340 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8888346 nChanged 81
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Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8888360 nChanged 81
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Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8888380 nChanged 78
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Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8888404 nChanged 74
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Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8888431 nChanged 73
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Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8888454 nChanged 77
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Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8888470 nChanged 74
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Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8888488 nChanged 75
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Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8888515 nChanged 93
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Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8888531 nChanged 82
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Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -8888554.000000 Penalty: 5346.651367
	Iteration 100F: 3 clusters Score -8888554 nChanged 83
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Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8888579 nChanged 90
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Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8888590 nChanged 93
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Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8888638 nChanged 103
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Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8888644 nChanged 81
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Mstep: Class 1 contains 35980 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8888648 nChanged 76
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Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8888670 nChanged 87
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Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8888708 nChanged 87
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Entering Unmasked Estep 
Score: -8888722.000000 Penalty: 5346.651367
	Iteration 108Q: 3 clusters Score -8888722 nChanged 73
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8888736 nChanged 84
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Mstep: Class 1 contains 36385 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8888986 nChanged 102
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Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38052 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 9700 members 
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Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38524 members 
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Mstep: Class 1 contains 38589 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38726 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38862 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38927 members 
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Mstep: Class 1 contains 40570 members 
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Mstep: Class 1 contains 40914 members 
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Mstep: Class 1 contains 41011 members 
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Mstep: Class 1 contains 41093 members 
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Mstep: Class 1 contains 41199 members 
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	Iteration 203Q: 3 clusters Score -8888579 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8888566.000000 Penalty: 5346.651367
	Iteration 204Q: 3 clusters Score -8888566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8888578.000000 Penalty: 5346.651367
	Iteration 205Q: 3 clusters Score -8888578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8888569.000000 Penalty: 5346.651367
	Iteration 206Q: 3 clusters Score -8888569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8888573.000000 Penalty: 5346.651367
	Iteration 207Q: 3 clusters Score -8888573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8888565.000000 Penalty: 5346.651367
	Iteration 208Q: 3 clusters Score -8888565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8888558.000000 Penalty: 5346.651367
	Iteration 209Q: 3 clusters Score -8888558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8888558.000000 Penalty: 5346.651367
	Iteration 210Q: 3 clusters Score -8888558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8888557.000000 Penalty: 5346.651367
	Iteration 211Q: 3 clusters Score -8888557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8888548.000000 Penalty: 5346.651367
	Iteration 212Q: 3 clusters Score -8888548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8888543.000000 Penalty: 5346.651367
	Iteration 213Q: 3 clusters Score -8888543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8888543.000000 Penalty: 5346.651367
	Iteration 214F: 3 clusters Score -8888543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -117382.625000 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -117382.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -115615.179688 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -115615.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -115872.703125 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -115872.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -115959.703125 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -115959.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -116004.773438 Penalty: 3284.217285
	Iteration 3Q: 3 clusters Score -116004.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -116043.476562 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -116043.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -116079.468750 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -116079.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -116129.843750 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -116129.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -116172.593750 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -116172.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -116227.359375 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -116227.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -116291.554688 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -116291.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -116324.070312 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -116324.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -116354.765625 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -116354.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -116374.484375 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -116374.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -116396.789062 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -116396.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -116410.429688 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -116410.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -116434.617188 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -116434.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -116461.898438 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -116461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -116484.773438 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -116484.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -116536.578125 Penalty: 3284.217285
	Iteration 18Q: 3 clusters Score -116536.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -116578.609375 Penalty: 3284.217285
	Iteration 19Q: 3 clusters Score -116578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -116589.328125 Penalty: 3284.217285
	Iteration 20F: 3 clusters Score -116589.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -116601.812500 Penalty: 3284.217285
	Iteration 21Q: 3 clusters Score -116601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -116610.757812 Penalty: 3284.217285
	Iteration 22Q: 3 clusters Score -116610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -116629.890625 Penalty: 3284.217285
	Iteration 23Q: 3 clusters Score -116629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -116635.828125 Penalty: 3284.217285
	Iteration 24Q: 3 clusters Score -116635.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -116639.328125 Penalty: 3284.217285
	Iteration 25Q: 3 clusters Score -116639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -116642.804688 Penalty: 3284.217285
	Iteration 26Q: 3 clusters Score -116642.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -116646.234375 Penalty: 3284.217285
	Iteration 27Q: 3 clusters Score -116646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -116646.234375 Penalty: 3284.217285
	Iteration 28F: 3 clusters Score -116646.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Entering Unmasked Estep 
Score: -8902493.000000 Penalty: 2673.108887
	Iteration 0F: 2 clusters Score -8902493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -8873442.000000 Penalty: 5346.217773
	Iteration 0F: 3 clusters Score -8873442 nChanged 22020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -8885556.000000 Penalty: 5346.217773
	Iteration 1F: 3 clusters Score -8885556 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -8885949.000000 Penalty: 5346.217773
	Iteration 2Q: 3 clusters Score -8885949 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -8886301.000000 Penalty: 5346.217773
	Iteration 3Q: 3 clusters Score -8886301 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -8886615.000000 Penalty: 5346.217773
	Iteration 4Q: 3 clusters Score -8886615 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -8886895.000000 Penalty: 5346.217773
	Iteration 5Q: 3 clusters Score -8886895 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -8887098.000000 Penalty: 5346.217773
	Iteration 6Q: 3 clusters Score -8887098 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -8887321.000000 Penalty: 5346.217773
	Iteration 7Q: 3 clusters Score -8887321 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -8887570.000000 Penalty: 5346.217773
	Iteration 8Q: 3 clusters Score -8887570 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -8887722.000000 Penalty: 5346.217773
	Iteration 9Q: 3 clusters Score -8887722 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -8888089.000000 Penalty: 5346.217773
	Iteration 10Q: 3 clusters Score -8888089 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -8888570.000000 Penalty: 5346.217773
	Iteration 11Q: 3 clusters Score -8888570 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -8889218.000000 Penalty: 5346.217773
	Iteration 12Q: 3 clusters Score -8889218 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -8890285.000000 Penalty: 5346.217773
	Iteration 13Q: 3 clusters Score -8890285 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -8891803.000000 Penalty: 5346.217773
	Iteration 14F: 3 clusters Score -8891803 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -8893869.000000 Penalty: 5346.217773
	Iteration 15F: 3 clusters Score -8893869 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -8896067.000000 Penalty: 5346.217773
	Iteration 16F: 3 clusters Score -8896067 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -8898036.000000 Penalty: 5346.217773
	Iteration 17F: 3 clusters Score -8898036 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8899135.000000 Penalty: 5346.217773
	Iteration 18Q: 3 clusters Score -8899135 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -8899503.000000 Penalty: 5346.217773
	Iteration 19Q: 3 clusters Score -8899503 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8899733.000000 Penalty: 5346.217773
	Iteration 20F: 3 clusters Score -8899733 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8899879.000000 Penalty: 5346.217773
	Iteration 21Q: 3 clusters Score -8899879 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8899979.000000 Penalty: 5346.217773
	Iteration 22Q: 3 clusters Score -8899979 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8900067.000000 Penalty: 5346.217773
	Iteration 23Q: 3 clusters Score -8900067 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8900158.000000 Penalty: 5346.217773
	Iteration 24Q: 3 clusters Score -8900158 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8900217.000000 Penalty: 5346.217773
	Iteration 25Q: 3 clusters Score -8900217 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8900258.000000 Penalty: 5346.217773
	Iteration 26Q: 3 clusters Score -8900258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8900274.000000 Penalty: 5346.217773
	Iteration 27Q: 3 clusters Score -8900274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8900299.000000 Penalty: 5346.217773
	Iteration 28Q: 3 clusters Score -8900299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8900317.000000 Penalty: 5346.217773
	Iteration 29Q: 3 clusters Score -8900317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8900317.000000 Penalty: 5346.217773
	Iteration 30Q: 3 clusters Score -8900317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8900316.000000 Penalty: 5346.217773
	Iteration 31Q: 3 clusters Score -8900316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8900328.000000 Penalty: 5346.217773
	Iteration 32Q: 3 clusters Score -8900328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8900331.000000 Penalty: 5346.217773
	Iteration 33Q: 3 clusters Score -8900331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8900337.000000 Penalty: 5346.217773
	Iteration 34Q: 3 clusters Score -8900337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8900338.000000 Penalty: 5346.217773
	Iteration 35Q: 3 clusters Score -8900338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8900342.000000 Penalty: 5346.217773
	Iteration 36Q: 3 clusters Score -8900342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8900351.000000 Penalty: 5346.217773
	Iteration 37Q: 3 clusters Score -8900351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8900350.000000 Penalty: 5346.217773
	Iteration 38Q: 3 clusters Score -8900350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8900348.000000 Penalty: 5346.217773
	Iteration 39Q: 3 clusters Score -8900348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8900349.000000 Penalty: 5346.217773
	Iteration 40F: 3 clusters Score -8900349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8900361.000000 Penalty: 5346.217773
	Iteration 41Q: 3 clusters Score -8900361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8900361.000000 Penalty: 5346.217773
	Iteration 42F: 3 clusters Score -8900361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -77957.820312 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -77957.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -76486.968750 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -76486.97 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -76868.765625 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -76868.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77021.078125 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -77021.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77099.078125 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -77099.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -77174.664062 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -77174.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77270.726562 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -77270.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -77327.093750 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -77327.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77391.312500 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -77391.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77451.210938 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -77451.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -77540.460938 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -77540.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77565.718750 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -77565.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77569.781250 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -77569.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -77573.843750 Penalty: 3143.942627
	Iteration 12Q: 3 clusters Score -77573.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -77573.843750 Penalty: 3143.942627
	Iteration 13F: 3 clusters Score -77573.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Entering Unmasked Estep 
Score: -8702499.000000 Penalty: 2667.278320
	Iteration 0F: 2 clusters Score -8702499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -8672287.000000 Penalty: 5334.556641
	Iteration 0F: 3 clusters Score -8672287 nChanged 21677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -8684097.000000 Penalty: 5334.556641
	Iteration 1F: 3 clusters Score -8684097 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -8684606.000000 Penalty: 5334.556641
	Iteration 2Q: 3 clusters Score -8684606 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -8685057.000000 Penalty: 5334.556641
	Iteration 3Q: 3 clusters Score -8685057 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -8685503.000000 Penalty: 5334.556641
	Iteration 4Q: 3 clusters Score -8685503 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -8685870.000000 Penalty: 5334.556641
	Iteration 5Q: 3 clusters Score -8685870 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -8686222.000000 Penalty: 5334.556641
	Iteration 6Q: 3 clusters Score -8686222 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -8686593.000000 Penalty: 5334.556641
	Iteration 7Q: 3 clusters Score -8686593 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -8687058.000000 Penalty: 5334.556641
	Iteration 8Q: 3 clusters Score -8687058 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -8687713.000000 Penalty: 5334.556641
	Iteration 9Q: 3 clusters Score -8687713 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -8688568.000000 Penalty: 5334.556641
	Iteration 10Q: 3 clusters Score -8688568 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -8689747.000000 Penalty: 5334.556641
	Iteration 11Q: 3 clusters Score -8689747 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -8691221.000000 Penalty: 5334.556641
	Iteration 12Q: 3 clusters Score -8691221 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -8693125.000000 Penalty: 5334.556641
	Iteration 13F: 3 clusters Score -8693125 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -8694745.000000 Penalty: 5334.556641
	Iteration 14Q: 3 clusters Score -8694745 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -8695873.000000 Penalty: 5334.556641
	Iteration 15Q: 3 clusters Score -8695873 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -8696794.000000 Penalty: 5334.556641
	Iteration 16Q: 3 clusters Score -8696794 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -8697359.000000 Penalty: 5334.556641
	Iteration 17Q: 3 clusters Score -8697359 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -8697830.000000 Penalty: 5334.556641
	Iteration 18Q: 3 clusters Score -8697830 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -8698178.000000 Penalty: 5334.556641
	Iteration 19Q: 3 clusters Score -8698178 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -8698748.000000 Penalty: 5334.556641
	Iteration 20F: 3 clusters Score -8698748 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8699051.000000 Penalty: 5334.556641
	Iteration 21Q: 3 clusters Score -8699051 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -8699313.000000 Penalty: 5334.556641
	Iteration 22Q: 3 clusters Score -8699313 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8699518.000000 Penalty: 5334.556641
	Iteration 23Q: 3 clusters Score -8699518 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8699689.000000 Penalty: 5334.556641
	Iteration 24Q: 3 clusters Score -8699689 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8699783.000000 Penalty: 5334.556641
	Iteration 25Q: 3 clusters Score -8699783 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -8699890.000000 Penalty: 5334.556641
	Iteration 26Q: 3 clusters Score -8699890 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8699959.000000 Penalty: 5334.556641
	Iteration 27Q: 3 clusters Score -8699959 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -8700020.000000 Penalty: 5334.556641
	Iteration 28Q: 3 clusters Score -8700020 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8700058.000000 Penalty: 5334.556641
	Iteration 29Q: 3 clusters Score -8700058 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8700108.000000 Penalty: 5334.556641
	Iteration 30Q: 3 clusters Score -8700108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8700118.000000 Penalty: 5334.556641
	Iteration 31Q: 3 clusters Score -8700118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8700146.000000 Penalty: 5334.556641
	Iteration 32Q: 3 clusters Score -8700146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8700157.000000 Penalty: 5334.556641
	Iteration 33Q: 3 clusters Score -8700157 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8700161.000000 Penalty: 5334.556641
	Iteration 34Q: 3 clusters Score -8700161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8700176.000000 Penalty: 5334.556641
	Iteration 35Q: 3 clusters Score -8700176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8700190.000000 Penalty: 5334.556641
	Iteration 36Q: 3 clusters Score -8700190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45818 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8700212.000000 Penalty: 5334.556641
	Iteration 37Q: 3 clusters Score -8700212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8700222.000000 Penalty: 5334.556641
	Iteration 38Q: 3 clusters Score -8700222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8700216.000000 Penalty: 5334.556641
	Iteration 39Q: 3 clusters Score -8700216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8700214.000000 Penalty: 5334.556641
	Iteration 40F: 3 clusters Score -8700214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8700220.000000 Penalty: 5334.556641
	Iteration 41Q: 3 clusters Score -8700220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8700225.000000 Penalty: 5334.556641
	Iteration 42Q: 3 clusters Score -8700225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8700236.000000 Penalty: 5334.556641
	Iteration 43Q: 3 clusters Score -8700236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8700254.000000 Penalty: 5334.556641
	Iteration 44Q: 3 clusters Score -8700254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8700263.000000 Penalty: 5334.556641
	Iteration 45Q: 3 clusters Score -8700263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8700264.000000 Penalty: 5334.556641
	Iteration 46Q: 3 clusters Score -8700264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8700263.000000 Penalty: 5334.556641
	Iteration 47Q: 3 clusters Score -8700263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8700272.000000 Penalty: 5334.556641
	Iteration 48Q: 3 clusters Score -8700272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8700271.000000 Penalty: 5334.556641
	Iteration 49Q: 3 clusters Score -8700271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8700263.000000 Penalty: 5334.556641
	Iteration 50Q: 3 clusters Score -8700263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8700260.000000 Penalty: 5334.556641
	Iteration 51Q: 3 clusters Score -8700260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8700257.000000 Penalty: 5334.556641
	Iteration 52Q: 3 clusters Score -8700257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8700259.000000 Penalty: 5334.556641
	Iteration 53Q: 3 clusters Score -8700259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8700266.000000 Penalty: 5334.556641
	Iteration 54Q: 3 clusters Score -8700266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8700279.000000 Penalty: 5334.556641
	Iteration 55Q: 3 clusters Score -8700279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8700283.000000 Penalty: 5334.556641
	Iteration 56Q: 3 clusters Score -8700283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8700277.000000 Penalty: 5334.556641
	Iteration 57Q: 3 clusters Score -8700277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8700276.000000 Penalty: 5334.556641
	Iteration 58Q: 3 clusters Score -8700276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8700290.000000 Penalty: 5334.556641
	Iteration 59Q: 3 clusters Score -8700290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8700294.000000 Penalty: 5334.556641
	Iteration 60F: 3 clusters Score -8700294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8700294.000000 Penalty: 5334.556641
	Iteration 61Q: 3 clusters Score -8700294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8700300.000000 Penalty: 5334.556641
	Iteration 62Q: 3 clusters Score -8700300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8700297.000000 Penalty: 5334.556641
	Iteration 63Q: 3 clusters Score -8700297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8700306.000000 Penalty: 5334.556641
	Iteration 64Q: 3 clusters Score -8700306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8700302.000000 Penalty: 5334.556641
	Iteration 65Q: 3 clusters Score -8700302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8700315.000000 Penalty: 5334.556641
	Iteration 66Q: 3 clusters Score -8700315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8700309.000000 Penalty: 5334.556641
	Iteration 67Q: 3 clusters Score -8700309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8700308.000000 Penalty: 5334.556641
	Iteration 68Q: 3 clusters Score -8700308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8700308.000000 Penalty: 5334.556641
	Iteration 69F: 3 clusters Score -8700308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -138307.625000 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -138307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -136556.109375 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -136556.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -136831.843750 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -136831.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -136893.750000 Penalty: 3333.827148
	Iteration 2Q: 3 clusters Score -136893.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -136921.171875 Penalty: 3333.827148
	Iteration 3Q: 3 clusters Score -136921.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -136937.265625 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -136937.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -136944.406250 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -136944.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -136946.953125 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -136947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -136948.906250 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -136948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -136954.359375 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -136954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -136960.875000 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -136960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -136966.671875 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -136966.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -136973.484375 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -136973.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -136976.625000 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -136976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -136979.843750 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -136979.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -136983.812500 Penalty: 3333.827148
	Iteration 14Q: 3 clusters Score -136983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -136986.312500 Penalty: 3333.827148
	Iteration 15Q: 3 clusters Score -136986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -136987.921875 Penalty: 3333.827148
	Iteration 16Q: 3 clusters Score -136987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -136987.921875 Penalty: 3333.827148
	Iteration 17F: 3 clusters Score -136987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -57710.085938 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -57710.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56361.867188 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -56361.87 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -56683.921875 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -56683.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56822.308594 Penalty: 2998.322754
	Iteration 2F: 3 clusters Score -56822.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56884.906250 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -56884.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56924.449219 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -56924.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56981.125000 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -56981.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57010.074219 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -57010.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57021.000000 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -57021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -57021.000000 Penalty: 2998.322754
	Iteration 8F: 3 clusters Score -57021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -57697.386719 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -57697.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56398.953125 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -56398.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -56554.320312 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -56554.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56593.949219 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -56593.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -56625.644531 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -56625.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -56645.636719 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -56645.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56662.464844 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -56662.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56696.734375 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -56696.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56747.500000 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -56747.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56786.761719 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -56786.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56839.082031 Penalty: 2906.950195
	Iteration 9Q: 3 clusters Score -56839.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56881.550781 Penalty: 2906.950195
	Iteration 10Q: 3 clusters Score -56881.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56916.406250 Penalty: 2906.950195
	Iteration 11Q: 3 clusters Score -56916.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56933.281250 Penalty: 2906.950195
	Iteration 12Q: 3 clusters Score -56933.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56947.132812 Penalty: 2906.950195
	Iteration 13Q: 3 clusters Score -56947.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56952.179688 Penalty: 2906.950195
	Iteration 14Q: 3 clusters Score -56952.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -56952.179688 Penalty: 2906.950195
	Iteration 15F: 3 clusters Score -56952.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43530 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 55206 members 
Mstep: Class 5 contains 41738 members 
Mstep: Class 6 contains 43596 members 
Mstep: Class 7 contains 41942 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 45256 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 8151 members 
Mstep: Class 12 contains 47557 members 
Mstep: Class 13 contains 33249 members 
Mstep: Class 14 contains 43309 members 
Mstep: Class 15 contains 51025 members 
Mstep: Class 16 contains 43298 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44295 members 
Mstep: Class 20 contains 48028 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47986 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46871 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916984.000000 Penalty: 90108.015625
Iteration 399Q: 28 clusters Score -1.26917e+08 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43537 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 54968 members 
Mstep: Class 5 contains 41803 members 
Mstep: Class 6 contains 43619 members 
Mstep: Class 7 contains 41986 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 45104 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 8141 members 
Mstep: Class 12 contains 47711 members 
Mstep: Class 13 contains 33268 members 
Mstep: Class 14 contains 43315 members 
Mstep: Class 15 contains 51128 members 
Mstep: Class 16 contains 43429 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44285 members 
Mstep: Class 20 contains 48004 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47932 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46814 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917336.000000 Penalty: 90108.015625
Iteration 400F: 28 clusters Score -1.269173e+08 nChanged 6694
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43442 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 54814 members 
Mstep: Class 5 contains 41919 members 
Mstep: Class 6 contains 43635 members 
Mstep: Class 7 contains 42051 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44955 members 
Mstep: Class 10 contains 3359 members 
Mstep: Class 11 contains 8129 members 
Mstep: Class 12 contains 47771 members 
Mstep: Class 13 contains 33292 members 
Mstep: Class 14 contains 43257 members 
Mstep: Class 15 contains 51244 members 
Mstep: Class 16 contains 43677 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 44268 members 
Mstep: Class 20 contains 47980 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47876 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46725 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917784.000000 Penalty: 90108.015625
Iteration 401Q: 28 clusters Score -1.269178e+08 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43374 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 54483 members 
Mstep: Class 5 contains 41973 members 
Mstep: Class 6 contains 43665 members 
Mstep: Class 7 contains 42107 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44852 members 
Mstep: Class 10 contains 3354 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 47751 members 
Mstep: Class 13 contains 33303 members 
Mstep: Class 14 contains 43199 members 
Mstep: Class 15 contains 51469 members 
Mstep: Class 16 contains 44032 members 
Mstep: Class 17 contains 2933 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 44210 members 
Mstep: Class 20 contains 48005 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47845 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46664 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917984.000000 Penalty: 90108.015625
Iteration 402Q: 28 clusters Score -1.26918e+08 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43283 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 54140 members 
Mstep: Class 5 contains 42030 members 
Mstep: Class 6 contains 43647 members 
Mstep: Class 7 contains 42141 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44751 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 8077 members 
Mstep: Class 12 contains 47672 members 
Mstep: Class 13 contains 33332 members 
Mstep: Class 14 contains 43203 members 
Mstep: Class 15 contains 51697 members 
Mstep: Class 16 contains 44470 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 44194 members 
Mstep: Class 20 contains 47979 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47803 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46623 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918168.000000 Penalty: 90108.015625
Iteration 403Q: 28 clusters Score -1.269182e+08 nChanged 5524
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43154 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 4 contains 53804 members 
Mstep: Class 5 contains 42097 members 
Mstep: Class 6 contains 43673 members 
Mstep: Class 7 contains 42163 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44682 members 
Mstep: Class 10 contains 3354 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 47595 members 
Mstep: Class 13 contains 33352 members 
Mstep: Class 14 contains 43151 members 
Mstep: Class 15 contains 51989 members 
Mstep: Class 16 contains 44910 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 44159 members 
Mstep: Class 20 contains 47976 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47752 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46531 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917880.000000 Penalty: 90108.015625
Iteration 404Q: 28 clusters Score -1.269179e+08 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43125 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 53398 members 
Mstep: Class 5 contains 42178 members 
Mstep: Class 6 contains 43752 members 
Mstep: Class 7 contains 42136 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44642 members 
Mstep: Class 10 contains 3352 members 
Mstep: Class 11 contains 8037 members 
Mstep: Class 12 contains 47499 members 
Mstep: Class 13 contains 33367 members 
Mstep: Class 14 contains 43150 members 
Mstep: Class 15 contains 52293 members 
Mstep: Class 16 contains 45285 members 
Mstep: Class 17 contains 2928 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 44125 members 
Mstep: Class 20 contains 47989 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47706 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46361 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917760.000000 Penalty: 90108.015625
Iteration 405Q: 28 clusters Score -1.269178e+08 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43084 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 53062 members 
Mstep: Class 5 contains 42205 members 
Mstep: Class 6 contains 43818 members 
Mstep: Class 7 contains 42168 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44596 members 
Mstep: Class 10 contains 3353 members 
Mstep: Class 11 contains 8005 members 
Mstep: Class 12 contains 47385 members 
Mstep: Class 13 contains 33348 members 
Mstep: Class 14 contains 43163 members 
Mstep: Class 15 contains 52516 members 
Mstep: Class 16 contains 45627 members 
Mstep: Class 17 contains 2924 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44133 members 
Mstep: Class 20 contains 47997 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47672 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46265 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917608.000000 Penalty: 90108.015625
Iteration 406Q: 28 clusters Score -1.269176e+08 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43079 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 52727 members 
Mstep: Class 5 contains 42226 members 
Mstep: Class 6 contains 43893 members 
Mstep: Class 7 contains 42184 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44545 members 
Mstep: Class 10 contains 3358 members 
Mstep: Class 11 contains 7968 members 
Mstep: Class 12 contains 47228 members 
Mstep: Class 13 contains 33338 members 
Mstep: Class 14 contains 43147 members 
Mstep: Class 15 contains 52762 members 
Mstep: Class 16 contains 45873 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44137 members 
Mstep: Class 20 contains 48034 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47687 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46210 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917592.000000 Penalty: 90108.015625
Iteration 407Q: 28 clusters Score -1.269176e+08 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43055 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 52498 members 
Mstep: Class 5 contains 42237 members 
Mstep: Class 6 contains 43943 members 
Mstep: Class 7 contains 42213 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44501 members 
Mstep: Class 10 contains 3358 members 
Mstep: Class 11 contains 7932 members 
Mstep: Class 12 contains 47102 members 
Mstep: Class 13 contains 33325 members 
Mstep: Class 14 contains 43150 members 
Mstep: Class 15 contains 52930 members 
Mstep: Class 16 contains 46131 members 
Mstep: Class 17 contains 2930 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44141 members 
Mstep: Class 20 contains 48024 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47698 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46153 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917984.000000 Penalty: 90108.015625
Iteration 408Q: 28 clusters Score -1.26918e+08 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43070 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 52245 members 
Mstep: Class 5 contains 42251 members 
Mstep: Class 6 contains 43990 members 
Mstep: Class 7 contains 42234 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44466 members 
Mstep: Class 10 contains 3357 members 
Mstep: Class 11 contains 7888 members 
Mstep: Class 12 contains 47006 members 
Mstep: Class 13 contains 33313 members 
Mstep: Class 14 contains 43131 members 
Mstep: Class 15 contains 53109 members 
Mstep: Class 16 contains 46391 members 
Mstep: Class 17 contains 2930 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44158 members 
Mstep: Class 20 contains 48011 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47680 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46091 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918432.000000 Penalty: 90108.015625
Iteration 409Q: 28 clusters Score -1.269184e+08 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43077 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 51982 members 
Mstep: Class 5 contains 42269 members 
Mstep: Class 6 contains 44037 members 
Mstep: Class 7 contains 42246 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44469 members 
Mstep: Class 10 contains 3358 members 
Mstep: Class 11 contains 7839 members 
Mstep: Class 12 contains 46905 members 
Mstep: Class 13 contains 33315 members 
Mstep: Class 14 contains 43126 members 
Mstep: Class 15 contains 53253 members 
Mstep: Class 16 contains 46634 members 
Mstep: Class 17 contains 2938 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44163 members 
Mstep: Class 20 contains 48020 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47668 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 46022 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918576.000000 Penalty: 90108.015625
Iteration 410Q: 28 clusters Score -1.269186e+08 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43117 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 51686 members 
Mstep: Class 5 contains 42255 members 
Mstep: Class 6 contains 44072 members 
Mstep: Class 7 contains 42252 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44462 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 7790 members 
Mstep: Class 12 contains 46816 members 
Mstep: Class 13 contains 33297 members 
Mstep: Class 14 contains 43123 members 
Mstep: Class 15 contains 53405 members 
Mstep: Class 16 contains 46919 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44202 members 
Mstep: Class 20 contains 48008 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47649 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 45961 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918536.000000 Penalty: 90108.015625
Iteration 411Q: 28 clusters Score -1.269185e+08 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43095 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 51452 members 
Mstep: Class 5 contains 42217 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 42287 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44444 members 
Mstep: Class 10 contains 3368 members 
Mstep: Class 11 contains 7742 members 
Mstep: Class 12 contains 46748 members 
Mstep: Class 13 contains 33286 members 
Mstep: Class 14 contains 43124 members 
Mstep: Class 15 contains 53511 members 
Mstep: Class 16 contains 47188 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44230 members 
Mstep: Class 20 contains 48012 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47618 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 45970 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918872.000000 Penalty: 90108.015625
Iteration 412Q: 28 clusters Score -1.269189e+08 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43092 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 51241 members 
Mstep: Class 5 contains 42171 members 
Mstep: Class 6 contains 44119 members 
Mstep: Class 7 contains 42296 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44407 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 7693 members 
Mstep: Class 12 contains 46665 members 
Mstep: Class 13 contains 33274 members 
Mstep: Class 14 contains 43166 members 
Mstep: Class 15 contains 53537 members 
Mstep: Class 16 contains 47454 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 48033 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47594 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 45999 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918648.000000 Penalty: 90108.015625
Iteration 413Q: 28 clusters Score -1.269186e+08 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43090 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 51066 members 
Mstep: Class 5 contains 42134 members 
Mstep: Class 6 contains 44148 members 
Mstep: Class 7 contains 42318 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44385 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 11 contains 7642 members 
Mstep: Class 12 contains 46591 members 
Mstep: Class 13 contains 33262 members 
Mstep: Class 14 contains 43167 members 
Mstep: Class 15 contains 53625 members 
Mstep: Class 16 contains 47650 members 
Mstep: Class 17 contains 2948 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44265 members 
Mstep: Class 20 contains 48071 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47608 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 45977 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918376.000000 Penalty: 90108.015625
Iteration 414Q: 28 clusters Score -1.269184e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43074 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 50864 members 
Mstep: Class 5 contains 42156 members 
Mstep: Class 6 contains 44189 members 
Mstep: Class 7 contains 42345 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44364 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 7580 members 
Mstep: Class 12 contains 46503 members 
Mstep: Class 13 contains 33249 members 
Mstep: Class 14 contains 43222 members 
Mstep: Class 15 contains 53753 members 
Mstep: Class 16 contains 47807 members 
Mstep: Class 17 contains 2953 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44224 members 
Mstep: Class 20 contains 48084 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47641 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 45934 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918472.000000 Penalty: 90108.015625
Iteration 415Q: 28 clusters Score -1.269185e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43034 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 50733 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 44206 members 
Mstep: Class 7 contains 42403 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44343 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 7524 members 
Mstep: Class 12 contains 46420 members 
Mstep: Class 13 contains 33235 members 
Mstep: Class 14 contains 43252 members 
Mstep: Class 15 contains 53855 members 
Mstep: Class 16 contains 47923 members 
Mstep: Class 17 contains 2952 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 44257 members 
Mstep: Class 20 contains 48102 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47651 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 45894 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918000.000000 Penalty: 90108.015625
Iteration 416Q: 28 clusters Score -1.26918e+08 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43008 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 50540 members 
Mstep: Class 5 contains 42094 members 
Mstep: Class 6 contains 44238 members 
Mstep: Class 7 contains 42430 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44327 members 
Mstep: Class 10 contains 3389 members 
Mstep: Class 11 contains 7471 members 
Mstep: Class 12 contains 46354 members 
Mstep: Class 13 contains 33207 members 
Mstep: Class 14 contains 43322 members 
Mstep: Class 15 contains 53952 members 
Mstep: Class 16 contains 48091 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 44270 members 
Mstep: Class 20 contains 48113 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47663 members 
Mstep: Class 23 contains 566 members 
Mstep: Class 24 contains 45890 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917768.000000 Penalty: 90108.015625
Iteration 417Q: 28 clusters Score -1.269178e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43025 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 50393 members 
Mstep: Class 5 contains 42074 members 
Mstep: Class 6 contains 44284 members 
Mstep: Class 7 contains 42466 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44286 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 7428 members 
Mstep: Class 12 contains 46301 members 
Mstep: Class 13 contains 33190 members 
Mstep: Class 14 contains 43375 members 
Mstep: Class 15 contains 54050 members 
Mstep: Class 16 contains 48181 members 
Mstep: Class 17 contains 2962 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 44283 members 
Mstep: Class 20 contains 48141 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47649 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 45836 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917408.000000 Penalty: 90108.015625
Iteration 418Q: 28 clusters Score -1.269174e+08 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43030 members 
Mstep: Class 3 contains 1085 members 
Mstep: Class 4 contains 50308 members 
Mstep: Class 5 contains 42039 members 
Mstep: Class 6 contains 44343 members 
Mstep: Class 7 contains 42511 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44278 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 7380 members 
Mstep: Class 12 contains 46231 members 
Mstep: Class 13 contains 33176 members 
Mstep: Class 14 contains 43367 members 
Mstep: Class 15 contains 54099 members 
Mstep: Class 16 contains 48274 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 18 contains 2579 members 
Mstep: Class 19 contains 44317 members 
Mstep: Class 20 contains 48128 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47649 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 45826 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917160.000000 Penalty: 90108.015625
Iteration 419Q: 28 clusters Score -1.269172e+08 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43020 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50189 members 
Mstep: Class 5 contains 42026 members 
Mstep: Class 6 contains 44404 members 
Mstep: Class 7 contains 42533 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44303 members 
Mstep: Class 10 contains 3412 members 
Mstep: Class 11 contains 7338 members 
Mstep: Class 12 contains 46195 members 
Mstep: Class 13 contains 33154 members 
Mstep: Class 14 contains 43349 members 
Mstep: Class 15 contains 54168 members 
Mstep: Class 16 contains 48368 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 44340 members 
Mstep: Class 20 contains 48098 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47625 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 45836 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917096.000000 Penalty: 90108.015625
Iteration 420F: 28 clusters Score -1.269171e+08 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43013 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50091 members 
Mstep: Class 5 contains 42038 members 
Mstep: Class 6 contains 44434 members 
Mstep: Class 7 contains 42532 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44331 members 
Mstep: Class 10 contains 3422 members 
Mstep: Class 11 contains 7298 members 
Mstep: Class 12 contains 46186 members 
Mstep: Class 13 contains 33142 members 
Mstep: Class 14 contains 43352 members 
Mstep: Class 15 contains 54223 members 
Mstep: Class 16 contains 48446 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 44337 members 
Mstep: Class 20 contains 48058 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47619 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 45833 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917432.000000 Penalty: 90108.015625
Iteration 421Q: 28 clusters Score -1.269174e+08 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43002 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50090 members 
Mstep: Class 5 contains 42043 members 
Mstep: Class 6 contains 44467 members 
Mstep: Class 7 contains 42530 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44339 members 
Mstep: Class 10 contains 3431 members 
Mstep: Class 11 contains 7255 members 
Mstep: Class 12 contains 46189 members 
Mstep: Class 13 contains 33144 members 
Mstep: Class 14 contains 43341 members 
Mstep: Class 15 contains 54251 members 
Mstep: Class 16 contains 48464 members 
Mstep: Class 17 contains 2961 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44335 members 
Mstep: Class 20 contains 48040 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47552 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 45880 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917752.000000 Penalty: 90108.015625
Iteration 422Q: 28 clusters Score -1.269178e+08 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42992 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50073 members 
Mstep: Class 5 contains 41998 members 
Mstep: Class 6 contains 44467 members 
Mstep: Class 7 contains 42539 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44333 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 7220 members 
Mstep: Class 12 contains 46218 members 
Mstep: Class 13 contains 33138 members 
Mstep: Class 14 contains 43343 members 
Mstep: Class 15 contains 54264 members 
Mstep: Class 16 contains 48583 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44330 members 
Mstep: Class 20 contains 48051 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47489 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 45881 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918248.000000 Penalty: 90108.015625
Iteration 423Q: 28 clusters Score -1.269182e+08 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42997 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50045 members 
Mstep: Class 5 contains 41964 members 
Mstep: Class 6 contains 44467 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44339 members 
Mstep: Class 10 contains 3444 members 
Mstep: Class 11 contains 7173 members 
Mstep: Class 12 contains 46212 members 
Mstep: Class 13 contains 33118 members 
Mstep: Class 14 contains 43362 members 
Mstep: Class 15 contains 54309 members 
Mstep: Class 16 contains 48660 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44313 members 
Mstep: Class 20 contains 48046 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47442 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 45912 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918152.000000 Penalty: 90108.015625
Iteration 424Q: 28 clusters Score -1.269182e+08 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43003 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50043 members 
Mstep: Class 5 contains 41946 members 
Mstep: Class 6 contains 44455 members 
Mstep: Class 7 contains 42529 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44370 members 
Mstep: Class 10 contains 3443 members 
Mstep: Class 11 contains 7126 members 
Mstep: Class 12 contains 46233 members 
Mstep: Class 13 contains 33103 members 
Mstep: Class 14 contains 43373 members 
Mstep: Class 15 contains 54358 members 
Mstep: Class 16 contains 48713 members 
Mstep: Class 17 contains 2961 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44274 members 
Mstep: Class 20 contains 48044 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47412 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 45928 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918184.000000 Penalty: 90108.015625
Iteration 425Q: 28 clusters Score -1.269182e+08 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43034 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50063 members 
Mstep: Class 5 contains 41911 members 
Mstep: Class 6 contains 44453 members 
Mstep: Class 7 contains 42532 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44406 members 
Mstep: Class 10 contains 3442 members 
Mstep: Class 11 contains 7081 members 
Mstep: Class 12 contains 46238 members 
Mstep: Class 13 contains 33080 members 
Mstep: Class 14 contains 43416 members 
Mstep: Class 15 contains 54401 members 
Mstep: Class 16 contains 48715 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44259 members 
Mstep: Class 20 contains 48025 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47375 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 45920 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918168.000000 Penalty: 90108.015625
Iteration 426Q: 28 clusters Score -1.269182e+08 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43058 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50088 members 
Mstep: Class 5 contains 41882 members 
Mstep: Class 6 contains 44446 members 
Mstep: Class 7 contains 42542 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44437 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 11 contains 7029 members 
Mstep: Class 12 contains 46243 members 
Mstep: Class 13 contains 33078 members 
Mstep: Class 14 contains 43388 members 
Mstep: Class 15 contains 54431 members 
Mstep: Class 16 contains 48779 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 44236 members 
Mstep: Class 20 contains 48029 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47347 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 45894 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918344.000000 Penalty: 90108.015625
Iteration 427Q: 28 clusters Score -1.269183e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43058 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50094 members 
Mstep: Class 5 contains 41861 members 
Mstep: Class 6 contains 44442 members 
Mstep: Class 7 contains 42554 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44435 members 
Mstep: Class 10 contains 3454 members 
Mstep: Class 11 contains 6958 members 
Mstep: Class 12 contains 46260 members 
Mstep: Class 13 contains 33079 members 
Mstep: Class 14 contains 43406 members 
Mstep: Class 15 contains 54472 members 
Mstep: Class 16 contains 48839 members 
Mstep: Class 17 contains 2962 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44242 members 
Mstep: Class 20 contains 48022 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47314 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 45862 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918176.000000 Penalty: 90108.015625
Iteration 428Q: 28 clusters Score -1.269182e+08 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43069 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 50070 members 
Mstep: Class 5 contains 41850 members 
Mstep: Class 6 contains 44431 members 
Mstep: Class 7 contains 42578 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44450 members 
Mstep: Class 10 contains 3453 members 
Mstep: Class 11 contains 6887 members 
Mstep: Class 12 contains 46293 members 
Mstep: Class 13 contains 33070 members 
Mstep: Class 14 contains 43383 members 
Mstep: Class 15 contains 54525 members 
Mstep: Class 16 contains 48807 members 
Mstep: Class 17 contains 2965 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44258 members 
Mstep: Class 20 contains 48014 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47271 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 45940 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917816.000000 Penalty: 90108.015625
Iteration 429Q: 28 clusters Score -1.269178e+08 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43095 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 49981 members 
Mstep: Class 5 contains 41833 members 
Mstep: Class 6 contains 44432 members 
Mstep: Class 7 contains 42573 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44447 members 
Mstep: Class 10 contains 3448 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 46310 members 
Mstep: Class 13 contains 33061 members 
Mstep: Class 14 contains 43385 members 
Mstep: Class 15 contains 54623 members 
Mstep: Class 16 contains 48826 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44284 members 
Mstep: Class 20 contains 47996 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47242 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 46005 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917744.000000 Penalty: 90108.015625
Iteration 430Q: 28 clusters Score -1.269177e+08 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43113 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 49937 members 
Mstep: Class 5 contains 41850 members 
Mstep: Class 6 contains 44454 members 
Mstep: Class 7 contains 42546 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44442 members 
Mstep: Class 10 contains 3450 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 12 contains 46355 members 
Mstep: Class 13 contains 33050 members 
Mstep: Class 14 contains 43383 members 
Mstep: Class 15 contains 54673 members 
Mstep: Class 16 contains 48846 members 
Mstep: Class 17 contains 2966 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44234 members 
Mstep: Class 20 contains 48011 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47220 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 46085 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917592.000000 Penalty: 90108.015625
Iteration 431Q: 28 clusters Score -1.269176e+08 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43163 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 49897 members 
Mstep: Class 5 contains 41867 members 
Mstep: Class 6 contains 44448 members 
Mstep: Class 7 contains 42538 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44449 members 
Mstep: Class 10 contains 3453 members 
Mstep: Class 11 contains 6593 members 
Mstep: Class 12 contains 46365 members 
Mstep: Class 13 contains 33050 members 
Mstep: Class 14 contains 43382 members 
Mstep: Class 15 contains 54694 members 
Mstep: Class 16 contains 48886 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44195 members 
Mstep: Class 20 contains 48041 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47203 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 46134 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917912.000000 Penalty: 90108.015625
Iteration 432Q: 28 clusters Score -1.269179e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43244 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 49831 members 
Mstep: Class 5 contains 41852 members 
Mstep: Class 6 contains 44425 members 
Mstep: Class 7 contains 42556 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44471 members 
Mstep: Class 10 contains 3448 members 
Mstep: Class 11 contains 6491 members 
Mstep: Class 12 contains 46353 members 
Mstep: Class 13 contains 33054 members 
Mstep: Class 14 contains 43397 members 
Mstep: Class 15 contains 54736 members 
Mstep: Class 16 contains 48966 members 
Mstep: Class 17 contains 2949 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44129 members 
Mstep: Class 20 contains 48065 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47154 members 
Mstep: Class 23 contains 567 members 
Mstep: Class 24 contains 46196 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918160.000000 Penalty: 90108.015625
Iteration 433Q: 28 clusters Score -1.269182e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43308 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 49771 members 
Mstep: Class 5 contains 41847 members 
Mstep: Class 6 contains 44414 members 
Mstep: Class 7 contains 42581 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44493 members 
Mstep: Class 10 contains 3450 members 
Mstep: Class 11 contains 6394 members 
Mstep: Class 12 contains 46334 members 
Mstep: Class 13 contains 33044 members 
Mstep: Class 14 contains 43432 members 
Mstep: Class 15 contains 54787 members 
Mstep: Class 16 contains 49004 members 
Mstep: Class 17 contains 2946 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44094 members 
Mstep: Class 20 contains 48079 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47091 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 46248 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918376.000000 Penalty: 90108.015625
Iteration 434Q: 28 clusters Score -1.269184e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43351 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 49728 members 
Mstep: Class 5 contains 41841 members 
Mstep: Class 6 contains 44409 members 
Mstep: Class 7 contains 42564 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44519 members 
Mstep: Class 10 contains 3455 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 46349 members 
Mstep: Class 13 contains 33031 members 
Mstep: Class 14 contains 43448 members 
Mstep: Class 15 contains 54867 members 
Mstep: Class 16 contains 49022 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44093 members 
Mstep: Class 20 contains 48084 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 47040 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 46256 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918312.000000 Penalty: 90108.015625
Iteration 435Q: 28 clusters Score -1.269183e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43360 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 49681 members 
Mstep: Class 5 contains 41844 members 
Mstep: Class 6 contains 44396 members 
Mstep: Class 7 contains 42566 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44522 members 
Mstep: Class 10 contains 3455 members 
Mstep: Class 11 contains 6244 members 
Mstep: Class 12 contains 46376 members 
Mstep: Class 13 contains 33018 members 
Mstep: Class 14 contains 43454 members 
Mstep: Class 15 contains 54961 members 
Mstep: Class 16 contains 49064 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44074 members 
Mstep: Class 20 contains 48073 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 46997 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 46287 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918088.000000 Penalty: 90108.015625
Iteration 436Q: 28 clusters Score -1.269181e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43376 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 49691 members 
Mstep: Class 5 contains 41866 members 
Mstep: Class 6 contains 44384 members 
Mstep: Class 7 contains 42574 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44539 members 
Mstep: Class 10 contains 3458 members 
Mstep: Class 11 contains 6175 members 
Mstep: Class 12 contains 46398 members 
Mstep: Class 13 contains 33003 members 
Mstep: Class 14 contains 43465 members 
Mstep: Class 15 contains 54998 members 
Mstep: Class 16 contains 49109 members 
Mstep: Class 17 contains 2946 members 
Mstep: Class 18 contains 2582 members 
Mstep: Class 19 contains 44058 members 
Mstep: Class 20 contains 48052 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 46918 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 46306 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917824.000000 Penalty: 90108.015625
Iteration 437Q: 28 clusters Score -1.269178e+08 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43399 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 49618 members 
Mstep: Class 5 contains 41906 members 
Mstep: Class 6 contains 44362 members 
Mstep: Class 7 contains 42564 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44533 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 46409 members 
Mstep: Class 13 contains 32998 members 
Mstep: Class 14 contains 43490 members 
Mstep: Class 15 contains 55095 members 
Mstep: Class 16 contains 49147 members 
Mstep: Class 17 contains 2949 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 44038 members 
Mstep: Class 20 contains 48051 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 46845 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 46340 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917640.000000 Penalty: 90108.015625
Iteration 438Q: 28 clusters Score -1.269176e+08 nChanged 2352
Entering ConstructFrom: 
Score: -126917640.000000 Penalty: 90108.015625
Entering ConstructFrom: 
Trying to split cluster 1 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -21621.394531 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -21621.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -20514.080078 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -20514.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -20691.611328 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -20691.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20721.285156 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -20721.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -20732.156250 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -20732.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20739.597656 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -20739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -20746.125000 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -20746.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -20760.052734 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -20760.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -20770.921875 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -20770.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20787.777344 Penalty: 2765.670898
	Iteration 8Q: 3 clusters Score -20787.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20787.777344 Penalty: 2765.670898
	Iteration 9F: 3 clusters Score -20787.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Entering Unmasked Estep 
Score: -8010892.500000 Penalty: 2648.420166
	Iteration 0F: 2 clusters Score -8010892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -7982057.500000 Penalty: 5296.840332
	Iteration 0F: 3 clusters Score -7982058 nChanged 19994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -7993262.000000 Penalty: 5296.840332
	Iteration 1F: 3 clusters Score -7993262 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -7994439.500000 Penalty: 5296.840332
	Iteration 2F: 3 clusters Score -7994440 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -7996247.500000 Penalty: 5296.840332
	Iteration 3F: 3 clusters Score -7996248 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -7998768.000000 Penalty: 5296.840332
	Iteration 4F: 3 clusters Score -7998768 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -8001663.000000 Penalty: 5296.840332
	Iteration 5F: 3 clusters Score -8001663 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -8004504.000000 Penalty: 5296.840332
	Iteration 6F: 3 clusters Score -8004504 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -8006663.500000 Penalty: 5296.840332
	Iteration 7F: 3 clusters Score -8006664 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -8007767.000000 Penalty: 5296.840332
	Iteration 8Q: 3 clusters Score -8007767 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -8008337.000000 Penalty: 5296.840332
	Iteration 9Q: 3 clusters Score -8008337 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -8008691.500000 Penalty: 5296.840332
	Iteration 10Q: 3 clusters Score -8008692 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -8008941.500000 Penalty: 5296.840332
	Iteration 11Q: 3 clusters Score -8008942 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -8009141.000000 Penalty: 5296.840332
	Iteration 12Q: 3 clusters Score -8009141 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -8009307.000000 Penalty: 5296.840332
	Iteration 13Q: 3 clusters Score -8009307 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -8009388.000000 Penalty: 5296.840332
	Iteration 14Q: 3 clusters Score -8009388 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -8009528.500000 Penalty: 5296.840332
	Iteration 15Q: 3 clusters Score -8009528 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -8009610.000000 Penalty: 5296.840332
	Iteration 16Q: 3 clusters Score -8009610 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -8009659.500000 Penalty: 5296.840332
	Iteration 17Q: 3 clusters Score -8009660 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -8009723.000000 Penalty: 5296.840332
	Iteration 18Q: 3 clusters Score -8009723 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -8009787.000000 Penalty: 5296.840332
	Iteration 19Q: 3 clusters Score -8009787 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -8009834.000000 Penalty: 5296.840332
	Iteration 20F: 3 clusters Score -8009834 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -8009877.000000 Penalty: 5296.840332
	Iteration 21Q: 3 clusters Score -8009877 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -8009891.000000 Penalty: 5296.840332
	Iteration 22Q: 3 clusters Score -8009891 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -8009926.000000 Penalty: 5296.840332
	Iteration 23Q: 3 clusters Score -8009926 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -8009957.500000 Penalty: 5296.840332
	Iteration 24Q: 3 clusters Score -8009958 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -8009999.000000 Penalty: 5296.840332
	Iteration 25Q: 3 clusters Score -8009999 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -8009999.000000 Penalty: 5296.840332
	Iteration 26Q: 3 clusters Score -8009999 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -8010010.500000 Penalty: 5296.840332
	Iteration 27Q: 3 clusters Score -8010010 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -8010023.000000 Penalty: 5296.840332
	Iteration 28Q: 3 clusters Score -8010023 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -8010039.500000 Penalty: 5296.840332
	Iteration 29Q: 3 clusters Score -8010040 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -8010066.500000 Penalty: 5296.840332
	Iteration 30Q: 3 clusters Score -8010066 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -8010069.500000 Penalty: 5296.840332
	Iteration 31Q: 3 clusters Score -8010070 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8010097.500000 Penalty: 5296.840332
	Iteration 32Q: 3 clusters Score -8010098 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -8010127.000000 Penalty: 5296.840332
	Iteration 33Q: 3 clusters Score -8010127 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -8010133.000000 Penalty: 5296.840332
	Iteration 34Q: 3 clusters Score -8010133 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -8010159.500000 Penalty: 5296.840332
	Iteration 35Q: 3 clusters Score -8010160 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -8010157.500000 Penalty: 5296.840332
	Iteration 36Q: 3 clusters Score -8010158 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -8010172.000000 Penalty: 5296.840332
	Iteration 37Q: 3 clusters Score -8010172 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -8010186.000000 Penalty: 5296.840332
	Iteration 38Q: 3 clusters Score -8010186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -8010184.000000 Penalty: 5296.840332
	Iteration 39Q: 3 clusters Score -8010184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -8010190.000000 Penalty: 5296.840332
	Iteration 40F: 3 clusters Score -8010190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -8010191.500000 Penalty: 5296.840332
	Iteration 41Q: 3 clusters Score -8010192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8010198.500000 Penalty: 5296.840332
	Iteration 42Q: 3 clusters Score -8010198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -8010208.000000 Penalty: 5296.840332
	Iteration 43Q: 3 clusters Score -8010208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -8010210.500000 Penalty: 5296.840332
	Iteration 44Q: 3 clusters Score -8010210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -8010218.000000 Penalty: 5296.840332
	Iteration 45Q: 3 clusters Score -8010218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -8010233.500000 Penalty: 5296.840332
	Iteration 46Q: 3 clusters Score -8010234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -8010219.500000 Penalty: 5296.840332
	Iteration 47Q: 3 clusters Score -8010220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -8010220.500000 Penalty: 5296.840332
	Iteration 48Q: 3 clusters Score -8010220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -8010225.000000 Penalty: 5296.840332
	Iteration 49Q: 3 clusters Score -8010225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8010216.500000 Penalty: 5296.840332
	Iteration 50Q: 3 clusters Score -8010216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8010216.500000 Penalty: 5296.840332
	Iteration 51Q: 3 clusters Score -8010216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -8010221.500000 Penalty: 5296.840332
	Iteration 52Q: 3 clusters Score -8010222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -8010226.500000 Penalty: 5296.840332
	Iteration 53Q: 3 clusters Score -8010226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -8010227.500000 Penalty: 5296.840332
	Iteration 54Q: 3 clusters Score -8010228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8010225.000000 Penalty: 5296.840332
	Iteration 55Q: 3 clusters Score -8010225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8010232.000000 Penalty: 5296.840332
	Iteration 56Q: 3 clusters Score -8010232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -8010232.000000 Penalty: 5296.840332
	Iteration 57Q: 3 clusters Score -8010232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -8010225.500000 Penalty: 5296.840332
	Iteration 58Q: 3 clusters Score -8010226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8010230.500000 Penalty: 5296.840332
	Iteration 59Q: 3 clusters Score -8010230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -8010223.000000 Penalty: 5296.840332
	Iteration 60F: 3 clusters Score -8010223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -8010223.000000 Penalty: 5296.840332
	Iteration 61Q: 3 clusters Score -8010223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -8010223.000000 Penalty: 5296.840332
	Iteration 62F: 3 clusters Score -8010223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -188006.093750 Penalty: 1732.209717
	Iteration 0F: 2 clusters Score -188006.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -186127.359375 Penalty: 3464.419434
	Iteration 0F: 3 clusters Score -186127.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -186663.984375 Penalty: 3464.419434
	Iteration 1F: 3 clusters Score -186664 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -187111.953125 Penalty: 3464.419434
	Iteration 2F: 3 clusters Score -187112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -187474.656250 Penalty: 3464.419434
	Iteration 3F: 3 clusters Score -187474.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -187717.000000 Penalty: 3464.419434
	Iteration 4F: 3 clusters Score -187717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -187946.265625 Penalty: 3464.419434
	Iteration 5Q: 3 clusters Score -187946.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -188143.859375 Penalty: 3464.419434
	Iteration 6Q: 3 clusters Score -188143.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -188240.640625 Penalty: 3464.419434
	Iteration 7Q: 3 clusters Score -188240.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -188269.078125 Penalty: 3464.419434
	Iteration 8Q: 3 clusters Score -188269.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -188281.578125 Penalty: 3464.419434
	Iteration 9Q: 3 clusters Score -188281.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -188282.406250 Penalty: 3464.419434
	Iteration 10Q: 3 clusters Score -188282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -188282.406250 Penalty: 3464.419434
	Iteration 11F: 3 clusters Score -188282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43439 members 
Mstep: Class 3 contains 270 members 
Mstep: Class 4 contains 49573 members 
Mstep: Class 5 contains 41935 members 
Mstep: Class 6 contains 44332 members 
Mstep: Class 7 contains 42555 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44547 members 
Mstep: Class 10 contains 3478 members 
Mstep: Class 11 contains 6052 members 
Mstep: Class 12 contains 46397 members 
Mstep: Class 13 contains 32988 members 
Mstep: Class 14 contains 43550 members 
Mstep: Class 15 contains 55126 members 
Mstep: Class 16 contains 49180 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 44006 members 
Mstep: Class 20 contains 48051 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 46782 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 46375 members 
Mstep: Class 25 contains 810 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
Score: -126916648.000000 Penalty: 93445.343750
Splitting cluster 3 changes total score from -126917640.000000 to -126916648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (49573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Entering Unmasked Estep 
Score: -9201121.000000 Penalty: 2681.178223
	Iteration 0F: 2 clusters Score -9201121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -9170756.000000 Penalty: 5362.356445
	Iteration 0F: 3 clusters Score -9170756 nChanged 22825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -9183416.000000 Penalty: 5362.356445
	Iteration 1F: 3 clusters Score -9183416 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -9184032.000000 Penalty: 5362.356445
	Iteration 2Q: 3 clusters Score -9184032 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -9184592.000000 Penalty: 5362.356445
	Iteration 3Q: 3 clusters Score -9184592 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -9185065.000000 Penalty: 5362.356445
	Iteration 4Q: 3 clusters Score -9185065 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -9185741.000000 Penalty: 5362.356445
	Iteration 5Q: 3 clusters Score -9185741 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -9186426.000000 Penalty: 5362.356445
	Iteration 6Q: 3 clusters Score -9186426 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -9187302.000000 Penalty: 5362.356445
	Iteration 7Q: 3 clusters Score -9187302 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -9188569.000000 Penalty: 5362.356445
	Iteration 8Q: 3 clusters Score -9188569 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -9190266.000000 Penalty: 5362.356445
	Iteration 9F: 3 clusters Score -9190266 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -9192225.000000 Penalty: 5362.356445
	Iteration 10F: 3 clusters Score -9192225 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -9194197.000000 Penalty: 5362.356445
	Iteration 11F: 3 clusters Score -9194197 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -9195463.000000 Penalty: 5362.356445
	Iteration 12Q: 3 clusters Score -9195463 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -9196225.000000 Penalty: 5362.356445
	Iteration 13Q: 3 clusters Score -9196225 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -9196654.000000 Penalty: 5362.356445
	Iteration 14Q: 3 clusters Score -9196654 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -9196984.000000 Penalty: 5362.356445
	Iteration 15Q: 3 clusters Score -9196984 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -9197303.000000 Penalty: 5362.356445
	Iteration 16Q: 3 clusters Score -9197303 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -9197580.000000 Penalty: 5362.356445
	Iteration 17Q: 3 clusters Score -9197580 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -9197833.000000 Penalty: 5362.356445
	Iteration 18Q: 3 clusters Score -9197833 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -9198033.000000 Penalty: 5362.356445
	Iteration 19Q: 3 clusters Score -9198033 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -9198259.000000 Penalty: 5362.356445
	Iteration 20F: 3 clusters Score -9198259 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -9198421.000000 Penalty: 5362.356445
	Iteration 21Q: 3 clusters Score -9198421 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -9198548.000000 Penalty: 5362.356445
	Iteration 22Q: 3 clusters Score -9198548 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -9198691.000000 Penalty: 5362.356445
	Iteration 23Q: 3 clusters Score -9198691 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -9198816.000000 Penalty: 5362.356445
	Iteration 24Q: 3 clusters Score -9198816 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -9198906.000000 Penalty: 5362.356445
	Iteration 25Q: 3 clusters Score -9198906 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -9198992.000000 Penalty: 5362.356445
	Iteration 26Q: 3 clusters Score -9198992 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -9199082.000000 Penalty: 5362.356445
	Iteration 27Q: 3 clusters Score -9199082 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -9199133.000000 Penalty: 5362.356445
	Iteration 28Q: 3 clusters Score -9199133 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -9199191.000000 Penalty: 5362.356445
	Iteration 29Q: 3 clusters Score -9199191 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -9199255.000000 Penalty: 5362.356445
	Iteration 30Q: 3 clusters Score -9199255 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -9199325.000000 Penalty: 5362.356445
	Iteration 31Q: 3 clusters Score -9199325 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -9199440.000000 Penalty: 5362.356445
	Iteration 32Q: 3 clusters Score -9199440 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -9199511.000000 Penalty: 5362.356445
	Iteration 33Q: 3 clusters Score -9199511 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -9199598.000000 Penalty: 5362.356445
	Iteration 34Q: 3 clusters Score -9199598 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -9199632.000000 Penalty: 5362.356445
	Iteration 35Q: 3 clusters Score -9199632 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -9199682.000000 Penalty: 5362.356445
	Iteration 36Q: 3 clusters Score -9199682 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -9199698.000000 Penalty: 5362.356445
	Iteration 37Q: 3 clusters Score -9199698 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -9199727.000000 Penalty: 5362.356445
	Iteration 38Q: 3 clusters Score -9199727 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -9199723.000000 Penalty: 5362.356445
	Iteration 39Q: 3 clusters Score -9199723 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 45825 members 
Entering Unmasked Estep 
Score: -9199685.000000 Penalty: 5362.356445
	Iteration 40F: 3 clusters Score -9199685 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -9199683.000000 Penalty: 5362.356445
	Iteration 41Q: 3 clusters Score -9199683 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -9199678.000000 Penalty: 5362.356445
	Iteration 42Q: 3 clusters Score -9199678 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -9199658.000000 Penalty: 5362.356445
	Iteration 43Q: 3 clusters Score -9199658 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -9199555.000000 Penalty: 5362.356445
	Iteration 44Q: 3 clusters Score -9199555 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -9199527.000000 Penalty: 5362.356445
	Iteration 45Q: 3 clusters Score -9199527 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -9199437.000000 Penalty: 5362.356445
	Iteration 46Q: 3 clusters Score -9199437 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -9199356.000000 Penalty: 5362.356445
	Iteration 47Q: 3 clusters Score -9199356 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -9199254.000000 Penalty: 5362.356445
	Iteration 48Q: 3 clusters Score -9199254 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -9199175.000000 Penalty: 5362.356445
	Iteration 49Q: 3 clusters Score -9199175 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -9199136.000000 Penalty: 5362.356445
	Iteration 50Q: 3 clusters Score -9199136 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -9199088.000000 Penalty: 5362.356445
	Iteration 51Q: 3 clusters Score -9199088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -9199117.000000 Penalty: 5362.356445
	Iteration 52Q: 3 clusters Score -9199117 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -9199118.000000 Penalty: 5362.356445
	Iteration 53Q: 3 clusters Score -9199118 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -9199112.000000 Penalty: 5362.356445
	Iteration 54Q: 3 clusters Score -9199112 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -9199105.000000 Penalty: 5362.356445
	Iteration 55Q: 3 clusters Score -9199105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -9199105.000000 Penalty: 5362.356445
	Iteration 56Q: 3 clusters Score -9199105 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -9199107.000000 Penalty: 5362.356445
	Iteration 57Q: 3 clusters Score -9199107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -9199119.000000 Penalty: 5362.356445
	Iteration 58Q: 3 clusters Score -9199119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -9199108.000000 Penalty: 5362.356445
	Iteration 59Q: 3 clusters Score -9199108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -9199115.000000 Penalty: 5362.356445
	Iteration 60F: 3 clusters Score -9199115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -9199104.000000 Penalty: 5362.356445
	Iteration 61Q: 3 clusters Score -9199104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -9199090.000000 Penalty: 5362.356445
	Iteration 62Q: 3 clusters Score -9199090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -9199098.000000 Penalty: 5362.356445
	Iteration 63Q: 3 clusters Score -9199098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -9199098.000000 Penalty: 5362.356445
	Iteration 64F: 3 clusters Score -9199098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Entering Unmasked Estep 
Score: -7739188.000000 Penalty: 2639.681152
	Iteration 0F: 2 clusters Score -7739188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -7711259.000000 Penalty: 5279.362305
	Iteration 0F: 3 clusters Score -7711259 nChanged 19155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -7721572.000000 Penalty: 5279.362305
	Iteration 1F: 3 clusters Score -7721572 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -7722061.000000 Penalty: 5279.362305
	Iteration 2Q: 3 clusters Score -7722061 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -7722431.500000 Penalty: 5279.362305
	Iteration 3Q: 3 clusters Score -7722432 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -7722833.000000 Penalty: 5279.362305
	Iteration 4Q: 3 clusters Score -7722833 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -7723252.500000 Penalty: 5279.362305
	Iteration 5Q: 3 clusters Score -7723252 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -7723800.000000 Penalty: 5279.362305
	Iteration 6Q: 3 clusters Score -7723800 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -7724704.000000 Penalty: 5279.362305
	Iteration 7Q: 3 clusters Score -7724704 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -7725943.500000 Penalty: 5279.362305
	Iteration 8Q: 3 clusters Score -7725944 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -7727753.500000 Penalty: 5279.362305
	Iteration 9F: 3 clusters Score -7727754 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -7730101.500000 Penalty: 5279.362305
	Iteration 10F: 3 clusters Score -7730102 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -7732428.000000 Penalty: 5279.362305
	Iteration 11F: 3 clusters Score -7732428 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -7734085.000000 Penalty: 5279.362305
	Iteration 12F: 3 clusters Score -7734085 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -7735216.500000 Penalty: 5279.362305
	Iteration 13Q: 3 clusters Score -7735216 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -7735975.000000 Penalty: 5279.362305
	Iteration 14Q: 3 clusters Score -7735975 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -7736488.500000 Penalty: 5279.362305
	Iteration 15Q: 3 clusters Score -7736488 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -7736940.500000 Penalty: 5279.362305
	Iteration 16Q: 3 clusters Score -7736940 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -7737214.500000 Penalty: 5279.362305
	Iteration 17Q: 3 clusters Score -7737214 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -7737413.000000 Penalty: 5279.362305
	Iteration 18Q: 3 clusters Score -7737413 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -7737521.500000 Penalty: 5279.362305
	Iteration 19Q: 3 clusters Score -7737522 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -7737611.500000 Penalty: 5279.362305
	Iteration 20F: 3 clusters Score -7737612 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -7737711.500000 Penalty: 5279.362305
	Iteration 21Q: 3 clusters Score -7737712 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -7737747.000000 Penalty: 5279.362305
	Iteration 22Q: 3 clusters Score -7737747 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -7737808.000000 Penalty: 5279.362305
	Iteration 23Q: 3 clusters Score -7737808 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -7737841.500000 Penalty: 5279.362305
	Iteration 24Q: 3 clusters Score -7737842 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -7737867.500000 Penalty: 5279.362305
	Iteration 25Q: 3 clusters Score -7737868 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -7737881.500000 Penalty: 5279.362305
	Iteration 26Q: 3 clusters Score -7737882 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -7737907.500000 Penalty: 5279.362305
	Iteration 27Q: 3 clusters Score -7737908 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -7737897.000000 Penalty: 5279.362305
	Iteration 28Q: 3 clusters Score -7737897 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -7737899.000000 Penalty: 5279.362305
	Iteration 29Q: 3 clusters Score -7737899 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -7737911.500000 Penalty: 5279.362305
	Iteration 30Q: 3 clusters Score -7737912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -7737925.500000 Penalty: 5279.362305
	Iteration 31Q: 3 clusters Score -7737926 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -7737953.500000 Penalty: 5279.362305
	Iteration 32Q: 3 clusters Score -7737954 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -7737971.500000 Penalty: 5279.362305
	Iteration 33Q: 3 clusters Score -7737972 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -7737976.000000 Penalty: 5279.362305
	Iteration 34Q: 3 clusters Score -7737976 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -7737997.000000 Penalty: 5279.362305
	Iteration 35Q: 3 clusters Score -7737997 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -7737991.000000 Penalty: 5279.362305
	Iteration 36Q: 3 clusters Score -7737991 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -7738002.000000 Penalty: 5279.362305
	Iteration 37Q: 3 clusters Score -7738002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -7738006.000000 Penalty: 5279.362305
	Iteration 38Q: 3 clusters Score -7738006 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -7737998.500000 Penalty: 5279.362305
	Iteration 39Q: 3 clusters Score -7737998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -7737983.500000 Penalty: 5279.362305
	Iteration 40F: 3 clusters Score -7737984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -7737993.000000 Penalty: 5279.362305
	Iteration 41Q: 3 clusters Score -7737993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7738004.500000 Penalty: 5279.362305
	Iteration 42Q: 3 clusters Score -7738004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -7738006.500000 Penalty: 5279.362305
	Iteration 43Q: 3 clusters Score -7738006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -7738007.500000 Penalty: 5279.362305
	Iteration 44Q: 3 clusters Score -7738008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -7738017.500000 Penalty: 5279.362305
	Iteration 45Q: 3 clusters Score -7738018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -7738018.500000 Penalty: 5279.362305
	Iteration 46Q: 3 clusters Score -7738018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -7738015.500000 Penalty: 5279.362305
	Iteration 47Q: 3 clusters Score -7738016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -7738020.500000 Penalty: 5279.362305
	Iteration 48Q: 3 clusters Score -7738020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -7738028.000000 Penalty: 5279.362305
	Iteration 49Q: 3 clusters Score -7738028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -7738025.500000 Penalty: 5279.362305
	Iteration 50Q: 3 clusters Score -7738026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -7738023.000000 Penalty: 5279.362305
	Iteration 51Q: 3 clusters Score -7738023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -7738018.500000 Penalty: 5279.362305
	Iteration 52Q: 3 clusters Score -7738018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -7738009.500000 Penalty: 5279.362305
	Iteration 53Q: 3 clusters Score -7738010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -7738008.000000 Penalty: 5279.362305
	Iteration 54Q: 3 clusters Score -7738008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -7738009.000000 Penalty: 5279.362305
	Iteration 55Q: 3 clusters Score -7738009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -7738011.500000 Penalty: 5279.362305
	Iteration 56Q: 3 clusters Score -7738012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -7738008.000000 Penalty: 5279.362305
	Iteration 57Q: 3 clusters Score -7738008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -7738002.500000 Penalty: 5279.362305
	Iteration 58Q: 3 clusters Score -7738002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -7738009.500000 Penalty: 5279.362305
	Iteration 59Q: 3 clusters Score -7738010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -7738009.500000 Penalty: 5279.362305
	Iteration 60F: 3 clusters Score -7738010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -7738010.500000 Penalty: 5279.362305
	Iteration 61Q: 3 clusters Score -7738010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -7738001.000000 Penalty: 5279.362305
	Iteration 62Q: 3 clusters Score -7738001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -7738003.000000 Penalty: 5279.362305
	Iteration 63Q: 3 clusters Score -7738003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -7738006.000000 Penalty: 5279.362305
	Iteration 64Q: 3 clusters Score -7738006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -7738008.500000 Penalty: 5279.362305
	Iteration 65Q: 3 clusters Score -7738008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -7738009.000000 Penalty: 5279.362305
	Iteration 66Q: 3 clusters Score -7738009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -7738009.000000 Penalty: 5279.362305
	Iteration 67F: 3 clusters Score -7738009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Entering Unmasked Estep 
Score: -8108521.500000 Penalty: 2653.466553
	Iteration 0F: 2 clusters Score -8108522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -8078939.000000 Penalty: 5306.933105
	Iteration 0F: 3 clusters Score -8078939 nChanged 20295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -8090266.500000 Penalty: 5306.933105
	Iteration 1F: 3 clusters Score -8090266 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -8090747.000000 Penalty: 5306.933105
	Iteration 2Q: 3 clusters Score -8090747 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -8091437.500000 Penalty: 5306.933105
	Iteration 3Q: 3 clusters Score -8091438 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -8092293.000000 Penalty: 5306.933105
	Iteration 4Q: 3 clusters Score -8092293 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -8093464.000000 Penalty: 5306.933105
	Iteration 5Q: 3 clusters Score -8093464 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -8095081.500000 Penalty: 5306.933105
	Iteration 6F: 3 clusters Score -8095082 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -8097178.500000 Penalty: 5306.933105
	Iteration 7F: 3 clusters Score -8097178 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -8099385.000000 Penalty: 5306.933105
	Iteration 8F: 3 clusters Score -8099385 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -8101360.000000 Penalty: 5306.933105
	Iteration 9F: 3 clusters Score -8101360 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -8103041.000000 Penalty: 5306.933105
	Iteration 10Q: 3 clusters Score -8103041 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -8104301.000000 Penalty: 5306.933105
	Iteration 11Q: 3 clusters Score -8104301 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -8104973.000000 Penalty: 5306.933105
	Iteration 12Q: 3 clusters Score -8104973 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -8105399.000000 Penalty: 5306.933105
	Iteration 13Q: 3 clusters Score -8105399 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -8105681.000000 Penalty: 5306.933105
	Iteration 14Q: 3 clusters Score -8105681 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -8105833.500000 Penalty: 5306.933105
	Iteration 15Q: 3 clusters Score -8105834 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -8105969.000000 Penalty: 5306.933105
	Iteration 16Q: 3 clusters Score -8105969 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -8106060.000000 Penalty: 5306.933105
	Iteration 17Q: 3 clusters Score -8106060 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8106120.500000 Penalty: 5306.933105
	Iteration 18Q: 3 clusters Score -8106120 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -8106168.500000 Penalty: 5306.933105
	Iteration 19Q: 3 clusters Score -8106168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -8106195.500000 Penalty: 5306.933105
	Iteration 20F: 3 clusters Score -8106196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -8106216.000000 Penalty: 5306.933105
	Iteration 21Q: 3 clusters Score -8106216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -8106232.000000 Penalty: 5306.933105
	Iteration 22Q: 3 clusters Score -8106232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -8106235.500000 Penalty: 5306.933105
	Iteration 23Q: 3 clusters Score -8106236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -8106251.500000 Penalty: 5306.933105
	Iteration 24Q: 3 clusters Score -8106252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -8106255.000000 Penalty: 5306.933105
	Iteration 25Q: 3 clusters Score -8106255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -8106262.000000 Penalty: 5306.933105
	Iteration 26Q: 3 clusters Score -8106262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -8106271.000000 Penalty: 5306.933105
	Iteration 27Q: 3 clusters Score -8106271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -8106270.000000 Penalty: 5306.933105
	Iteration 28Q: 3 clusters Score -8106270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -8106272.000000 Penalty: 5306.933105
	Iteration 29Q: 3 clusters Score -8106272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -8106275.500000 Penalty: 5306.933105
	Iteration 30Q: 3 clusters Score -8106276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -8106284.500000 Penalty: 5306.933105
	Iteration 31Q: 3 clusters Score -8106284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -8106284.500000 Penalty: 5306.933105
	Iteration 32F: 3 clusters Score -8106284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Entering Unmasked Estep 
Score: -7857196.500000 Penalty: 2643.321045
	Iteration 0F: 2 clusters Score -7857196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -7828563.500000 Penalty: 5286.642090
	Iteration 0F: 3 clusters Score -7828564 nChanged 19589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -7839309.500000 Penalty: 5286.642090
	Iteration 1F: 3 clusters Score -7839310 nChanged 1735
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7839736 nChanged 1579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7840172 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -7840518.500000 Penalty: 5286.642090
	Iteration 4Q: 3 clusters Score -7840518 nChanged 1308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7840841 nChanged 1238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7841124 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7841522 nChanged 1297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7841926 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7842439 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7843188 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -7844336.500000 Penalty: 5286.642090
	Iteration 11Q: 3 clusters Score -7844336 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -7845813.500000 Penalty: 5286.642090
	Iteration 12Q: 3 clusters Score -7845814 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -7847312.500000 Penalty: 5286.642090
	Iteration 13F: 3 clusters Score -7847312 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -7848322.000000 Penalty: 5286.642090
	Iteration 14Q: 3 clusters Score -7848322 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -7848760.500000 Penalty: 5286.642090
	Iteration 15Q: 3 clusters Score -7848760 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -7848970.000000 Penalty: 5286.642090
	Iteration 16Q: 3 clusters Score -7848970 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -7849122.000000 Penalty: 5286.642090
	Iteration 17Q: 3 clusters Score -7849122 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -7849221.000000 Penalty: 5286.642090
	Iteration 18Q: 3 clusters Score -7849221 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -7849347.500000 Penalty: 5286.642090
	Iteration 19Q: 3 clusters Score -7849348 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -7849479.000000 Penalty: 5286.642090
	Iteration 20F: 3 clusters Score -7849479 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -7849577.000000 Penalty: 5286.642090
	Iteration 21Q: 3 clusters Score -7849577 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -7849651.000000 Penalty: 5286.642090
	Iteration 22Q: 3 clusters Score -7849651 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -7849765.500000 Penalty: 5286.642090
	Iteration 23Q: 3 clusters Score -7849766 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -7849815.500000 Penalty: 5286.642090
	Iteration 24Q: 3 clusters Score -7849816 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -7849905.500000 Penalty: 5286.642090
	Iteration 25Q: 3 clusters Score -7849906 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -7849989.500000 Penalty: 5286.642090
	Iteration 26Q: 3 clusters Score -7849990 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -7850119.500000 Penalty: 5286.642090
	Iteration 27Q: 3 clusters Score -7850120 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -7850283.500000 Penalty: 5286.642090
	Iteration 28Q: 3 clusters Score -7850284 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7850418 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -7850510.500000 Penalty: 5286.642090
	Iteration 30Q: 3 clusters Score -7850510 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7850658 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7850814 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -7850945.500000 Penalty: 5286.642090
	Iteration 33Q: 3 clusters Score -7850946 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7851149 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -7851301.500000 Penalty: 5286.642090
	Iteration 35Q: 3 clusters Score -7851302 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -7851489.000000 Penalty: 5286.642090
	Iteration 36Q: 3 clusters Score -7851489 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -7851657.000000 Penalty: 5286.642090
	Iteration 37Q: 3 clusters Score -7851657 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -7851845.000000 Penalty: 5286.642090
	Iteration 38Q: 3 clusters Score -7851845 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -7852090.000000 Penalty: 5286.642090
	Iteration 39Q: 3 clusters Score -7852090 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -7852306.000000 Penalty: 5286.642090
	Iteration 40F: 3 clusters Score -7852306 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -7852578.000000 Penalty: 5286.642090
	Iteration 41Q: 3 clusters Score -7852578 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -7852814.000000 Penalty: 5286.642090
	Iteration 42Q: 3 clusters Score -7852814 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -7853138.000000 Penalty: 5286.642090
	Iteration 43Q: 3 clusters Score -7853138 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -7853385.000000 Penalty: 5286.642090
	Iteration 44Q: 3 clusters Score -7853385 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -7853669.000000 Penalty: 5286.642090
	Iteration 45Q: 3 clusters Score -7853669 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7853899.500000 Penalty: 5286.642090
	Iteration 46Q: 3 clusters Score -7853900 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7854086.500000 Penalty: 5286.642090
	Iteration 47Q: 3 clusters Score -7854086 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7854244.500000 Penalty: 5286.642090
	Iteration 48Q: 3 clusters Score -7854244 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7854338.500000 Penalty: 5286.642090
	Iteration 49Q: 3 clusters Score -7854338 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7854413.000000 Penalty: 5286.642090
	Iteration 50Q: 3 clusters Score -7854413 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7854500.500000 Penalty: 5286.642090
	Iteration 51Q: 3 clusters Score -7854500 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7854578.000000 Penalty: 5286.642090
	Iteration 52Q: 3 clusters Score -7854578 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -7854617.500000 Penalty: 5286.642090
	Iteration 53Q: 3 clusters Score -7854618 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7854673.500000 Penalty: 5286.642090
	Iteration 54Q: 3 clusters Score -7854674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7854720.000000 Penalty: 5286.642090
	Iteration 55Q: 3 clusters Score -7854720 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7854738.500000 Penalty: 5286.642090
	Iteration 56Q: 3 clusters Score -7854738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7854771.500000 Penalty: 5286.642090
	Iteration 57Q: 3 clusters Score -7854772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7854804.000000 Penalty: 5286.642090
	Iteration 58Q: 3 clusters Score -7854804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7854843.000000 Penalty: 5286.642090
	Iteration 59Q: 3 clusters Score -7854843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7854865.000000 Penalty: 5286.642090
	Iteration 60F: 3 clusters Score -7854865 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7854876.000000 Penalty: 5286.642090
	Iteration 61Q: 3 clusters Score -7854876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7854883.500000 Penalty: 5286.642090
	Iteration 62Q: 3 clusters Score -7854884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7854911.500000 Penalty: 5286.642090
	Iteration 63Q: 3 clusters Score -7854912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7854921.000000 Penalty: 5286.642090
	Iteration 64Q: 3 clusters Score -7854921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7854933.000000 Penalty: 5286.642090
	Iteration 65Q: 3 clusters Score -7854933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7854933.500000 Penalty: 5286.642090
	Iteration 66Q: 3 clusters Score -7854934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7854944.500000 Penalty: 5286.642090
	Iteration 67Q: 3 clusters Score -7854944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7854946.500000 Penalty: 5286.642090
	Iteration 68Q: 3 clusters Score -7854946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7854946.000000 Penalty: 5286.642090
	Iteration 69Q: 3 clusters Score -7854946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7854956.000000 Penalty: 5286.642090
	Iteration 70Q: 3 clusters Score -7854956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -7854962.000000 Penalty: 5286.642090
	Iteration 71Q: 3 clusters Score -7854962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7854967.000000 Penalty: 5286.642090
	Iteration 72Q: 3 clusters Score -7854967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7854969.000000 Penalty: 5286.642090
	Iteration 73Q: 3 clusters Score -7854969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7854968.500000 Penalty: 5286.642090
	Iteration 74Q: 3 clusters Score -7854968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7854990.000000 Penalty: 5286.642090
	Iteration 75Q: 3 clusters Score -7854990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7854991.500000 Penalty: 5286.642090
	Iteration 76Q: 3 clusters Score -7854992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7854990.500000 Penalty: 5286.642090
	Iteration 77Q: 3 clusters Score -7854990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7854992.500000 Penalty: 5286.642090
	Iteration 78Q: 3 clusters Score -7854992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7854992.500000 Penalty: 5286.642090
	Iteration 79Q: 3 clusters Score -7854992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7854994.500000 Penalty: 5286.642090
	Iteration 80F: 3 clusters Score -7854994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7854995.000000 Penalty: 5286.642090
	Iteration 81Q: 3 clusters Score -7854995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7854996.500000 Penalty: 5286.642090
	Iteration 82Q: 3 clusters Score -7854996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7854994.500000 Penalty: 5286.642090
	Iteration 83Q: 3 clusters Score -7854994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7854999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7854999.000000 Penalty: 5286.642090
	Iteration 85F: 3 clusters Score -7854999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -59149.976562 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -59149.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -57692.210938 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -57692.21 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58080.355469 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -58080.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58240.316406 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -58240.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58332.566406 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -58332.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -58399.234375 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -58399.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58494.996094 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -58495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58539.550781 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -58539.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58593.796875 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -58593.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58648.300781 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -58648.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -58702.632812 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -58702.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -58731.847656 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -58731.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58746.546875 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -58746.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58749.890625 Penalty: 3114.146729
	Iteration 12Q: 3 clusters Score -58749.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58750.921875 Penalty: 3114.146729
	Iteration 13Q: 3 clusters Score -58750.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58753.195312 Penalty: 3114.146729
	Iteration 14Q: 3 clusters Score -58753.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58753.195312 Penalty: 3114.146729
	Iteration 15F: 3 clusters Score -58753.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Entering Unmasked Estep 
Score: -8165630.000000 Penalty: 2654.666504
	Iteration 0F: 2 clusters Score -8165630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -8135936.000000 Penalty: 5309.333008
	Iteration 0F: 3 clusters Score -8135936 nChanged 20531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -8147247.500000 Penalty: 5309.333008
	Iteration 1F: 3 clusters Score -8147248 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -8147707.000000 Penalty: 5309.333008
	Iteration 2Q: 3 clusters Score -8147707 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -8148058.000000 Penalty: 5309.333008
	Iteration 3Q: 3 clusters Score -8148058 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -8148358.000000 Penalty: 5309.333008
	Iteration 4Q: 3 clusters Score -8148358 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -8148677.500000 Penalty: 5309.333008
	Iteration 5Q: 3 clusters Score -8148678 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -8148903.500000 Penalty: 5309.333008
	Iteration 6Q: 3 clusters Score -8148904 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -8149126.500000 Penalty: 5309.333008
	Iteration 7Q: 3 clusters Score -8149126 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -8149408.000000 Penalty: 5309.333008
	Iteration 8Q: 3 clusters Score -8149408 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -8149657.500000 Penalty: 5309.333008
	Iteration 9Q: 3 clusters Score -8149658 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -8150027.500000 Penalty: 5309.333008
	Iteration 10Q: 3 clusters Score -8150028 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -8150558.500000 Penalty: 5309.333008
	Iteration 11Q: 3 clusters Score -8150558 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -8151319.000000 Penalty: 5309.333008
	Iteration 12Q: 3 clusters Score -8151319 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -8152414.500000 Penalty: 5309.333008
	Iteration 13Q: 3 clusters Score -8152414 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -8153672.000000 Penalty: 5309.333008
	Iteration 14Q: 3 clusters Score -8153672 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -8155019.500000 Penalty: 5309.333008
	Iteration 15Q: 3 clusters Score -8155020 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -8156351.500000 Penalty: 5309.333008
	Iteration 16Q: 3 clusters Score -8156352 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -8157507.500000 Penalty: 5309.333008
	Iteration 17Q: 3 clusters Score -8157508 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -8158207.500000 Penalty: 5309.333008
	Iteration 18Q: 3 clusters Score -8158208 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -8158681.000000 Penalty: 5309.333008
	Iteration 19Q: 3 clusters Score -8158681 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -8158834.500000 Penalty: 5309.333008
	Iteration 20F: 3 clusters Score -8158834 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -8158880.500000 Penalty: 5309.333008
	Iteration 21Q: 3 clusters Score -8158880 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -8158979.000000 Penalty: 5309.333008
	Iteration 22Q: 3 clusters Score -8158979 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -8159048.000000 Penalty: 5309.333008
	Iteration 23Q: 3 clusters Score -8159048 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -8159121.500000 Penalty: 5309.333008
	Iteration 24Q: 3 clusters Score -8159122 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -8159143.000000 Penalty: 5309.333008
	Iteration 25Q: 3 clusters Score -8159143 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -8159191.000000 Penalty: 5309.333008
	Iteration 26Q: 3 clusters Score -8159191 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -8159267.000000 Penalty: 5309.333008
	Iteration 27Q: 3 clusters Score -8159267 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -8159317.500000 Penalty: 5309.333008
	Iteration 28Q: 3 clusters Score -8159318 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -8159362.500000 Penalty: 5309.333008
	Iteration 29Q: 3 clusters Score -8159362 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -8159400.500000 Penalty: 5309.333008
	Iteration 30Q: 3 clusters Score -8159400 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -8159417.000000 Penalty: 5309.333008
	Iteration 31Q: 3 clusters Score -8159417 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -8159477.500000 Penalty: 5309.333008
	Iteration 32Q: 3 clusters Score -8159478 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -8159528.500000 Penalty: 5309.333008
	Iteration 33Q: 3 clusters Score -8159528 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -8159592.500000 Penalty: 5309.333008
	Iteration 34Q: 3 clusters Score -8159592 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -8159607.500000 Penalty: 5309.333008
	Iteration 35Q: 3 clusters Score -8159608 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -8159683.500000 Penalty: 5309.333008
	Iteration 36Q: 3 clusters Score -8159684 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -8159745.000000 Penalty: 5309.333008
	Iteration 37Q: 3 clusters Score -8159745 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -8159818.000000 Penalty: 5309.333008
	Iteration 38Q: 3 clusters Score -8159818 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -8159878.000000 Penalty: 5309.333008
	Iteration 39Q: 3 clusters Score -8159878 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -8159998.000000 Penalty: 5309.333008
	Iteration 40F: 3 clusters Score -8159998 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -8160111.500000 Penalty: 5309.333008
	Iteration 41Q: 3 clusters Score -8160112 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -8160253.000000 Penalty: 5309.333008
	Iteration 42Q: 3 clusters Score -8160253 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -8160386.500000 Penalty: 5309.333008
	Iteration 43Q: 3 clusters Score -8160386 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -8160502.000000 Penalty: 5309.333008
	Iteration 44Q: 3 clusters Score -8160502 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -8160658.000000 Penalty: 5309.333008
	Iteration 45Q: 3 clusters Score -8160658 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -8160800.500000 Penalty: 5309.333008
	Iteration 46Q: 3 clusters Score -8160800 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -8160975.500000 Penalty: 5309.333008
	Iteration 47Q: 3 clusters Score -8160976 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -8161153.500000 Penalty: 5309.333008
	Iteration 48Q: 3 clusters Score -8161154 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -8161371.500000 Penalty: 5309.333008
	Iteration 49Q: 3 clusters Score -8161372 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -8161603.000000 Penalty: 5309.333008
	Iteration 50Q: 3 clusters Score -8161603 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -8161814.500000 Penalty: 5309.333008
	Iteration 51Q: 3 clusters Score -8161814 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -8162046.500000 Penalty: 5309.333008
	Iteration 52Q: 3 clusters Score -8162046 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -8162262.000000 Penalty: 5309.333008
	Iteration 53Q: 3 clusters Score -8162262 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -8162459.500000 Penalty: 5309.333008
	Iteration 54Q: 3 clusters Score -8162460 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -8162648.000000 Penalty: 5309.333008
	Iteration 55Q: 3 clusters Score -8162648 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -8162779.000000 Penalty: 5309.333008
	Iteration 56Q: 3 clusters Score -8162779 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -8162908.000000 Penalty: 5309.333008
	Iteration 57Q: 3 clusters Score -8162908 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -8162998.500000 Penalty: 5309.333008
	Iteration 58Q: 3 clusters Score -8162998 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -8163108.500000 Penalty: 5309.333008
	Iteration 59Q: 3 clusters Score -8163108 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -8163204.500000 Penalty: 5309.333008
	Iteration 60F: 3 clusters Score -8163204 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8163253.000000 Penalty: 5309.333008
	Iteration 61Q: 3 clusters Score -8163253 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -8163313.500000 Penalty: 5309.333008
	Iteration 62Q: 3 clusters Score -8163314 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -8163355.000000 Penalty: 5309.333008
	Iteration 63Q: 3 clusters Score -8163355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -8163378.000000 Penalty: 5309.333008
	Iteration 64Q: 3 clusters Score -8163378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -8163384.500000 Penalty: 5309.333008
	Iteration 65Q: 3 clusters Score -8163384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -8163406.500000 Penalty: 5309.333008
	Iteration 66Q: 3 clusters Score -8163406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8163402.500000 Penalty: 5309.333008
	Iteration 67Q: 3 clusters Score -8163402 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8163415.500000 Penalty: 5309.333008
	Iteration 68Q: 3 clusters Score -8163416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -8163440.500000 Penalty: 5309.333008
	Iteration 69Q: 3 clusters Score -8163440 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8163446.000000 Penalty: 5309.333008
	Iteration 70Q: 3 clusters Score -8163446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -8163468.500000 Penalty: 5309.333008
	Iteration 71Q: 3 clusters Score -8163468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -8163471.500000 Penalty: 5309.333008
	Iteration 72Q: 3 clusters Score -8163472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -8163477.000000 Penalty: 5309.333008
	Iteration 73Q: 3 clusters Score -8163477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -8163484.000000 Penalty: 5309.333008
	Iteration 74Q: 3 clusters Score -8163484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -8163484.500000 Penalty: 5309.333008
	Iteration 75Q: 3 clusters Score -8163484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -8163482.000000 Penalty: 5309.333008
	Iteration 76Q: 3 clusters Score -8163482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -8163482.000000 Penalty: 5309.333008
	Iteration 77Q: 3 clusters Score -8163482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -8163480.000000 Penalty: 5309.333008
	Iteration 78Q: 3 clusters Score -8163480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -8163485.500000 Penalty: 5309.333008
	Iteration 79Q: 3 clusters Score -8163486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -8163499.500000 Penalty: 5309.333008
	Iteration 80F: 3 clusters Score -8163500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -8163490.500000 Penalty: 5309.333008
	Iteration 81Q: 3 clusters Score -8163490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -8163494.500000 Penalty: 5309.333008
	Iteration 82Q: 3 clusters Score -8163494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -8163490.500000 Penalty: 5309.333008
	Iteration 83Q: 3 clusters Score -8163490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -8163498.000000 Penalty: 5309.333008
	Iteration 84Q: 3 clusters Score -8163498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -8163498.500000 Penalty: 5309.333008
	Iteration 85Q: 3 clusters Score -8163498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -8163509.500000 Penalty: 5309.333008
	Iteration 86Q: 3 clusters Score -8163510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -8163505.000000 Penalty: 5309.333008
	Iteration 87Q: 3 clusters Score -8163505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -8163504.500000 Penalty: 5309.333008
	Iteration 88Q: 3 clusters Score -8163504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -8163504.500000 Penalty: 5309.333008
	Iteration 89F: 3 clusters Score -8163504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Entering Unmasked Estep 
Score: -641748.187500 Penalty: 2022.244873
	Iteration 0F: 2 clusters Score -641748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -638126.125000 Penalty: 4044.489746
	Iteration 0F: 3 clusters Score -638126.1 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -638878.125000 Penalty: 4044.489746
	Iteration 1F: 3 clusters Score -638878.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -639039.812500 Penalty: 4044.489746
	Iteration 2F: 3 clusters Score -639039.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -639137.125000 Penalty: 4044.489746
	Iteration 3Q: 3 clusters Score -639137.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -639208.750000 Penalty: 4044.489746
	Iteration 4Q: 3 clusters Score -639208.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -639264.000000 Penalty: 4044.489746
	Iteration 5Q: 3 clusters Score -639264 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -639305.500000 Penalty: 4044.489746
	Iteration 6Q: 3 clusters Score -639305.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -639337.875000 Penalty: 4044.489746
	Iteration 7Q: 3 clusters Score -639337.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -639373.500000 Penalty: 4044.489746
	Iteration 8Q: 3 clusters Score -639373.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -639399.000000 Penalty: 4044.489746
	Iteration 9Q: 3 clusters Score -639399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -639420.687500 Penalty: 4044.489746
	Iteration 10Q: 3 clusters Score -639420.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -639443.500000 Penalty: 4044.489746
	Iteration 11Q: 3 clusters Score -639443.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -639457.500000 Penalty: 4044.489746
	Iteration 12Q: 3 clusters Score -639457.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -639466.812500 Penalty: 4044.489746
	Iteration 13Q: 3 clusters Score -639466.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -639479.250000 Penalty: 4044.489746
	Iteration 14Q: 3 clusters Score -639479.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -639493.375000 Penalty: 4044.489746
	Iteration 15Q: 3 clusters Score -639493.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -639506.625000 Penalty: 4044.489746
	Iteration 16Q: 3 clusters Score -639506.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -639518.500000 Penalty: 4044.489746
	Iteration 17Q: 3 clusters Score -639518.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -639529.500000 Penalty: 4044.489746
	Iteration 18Q: 3 clusters Score -639529.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -639535.125000 Penalty: 4044.489746
	Iteration 19Q: 3 clusters Score -639535.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -639541.500000 Penalty: 4044.489746
	Iteration 20F: 3 clusters Score -639541.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -639551.000000 Penalty: 4044.489746
	Iteration 21Q: 3 clusters Score -639551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -639562.187500 Penalty: 4044.489746
	Iteration 22Q: 3 clusters Score -639562.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -639566.437500 Penalty: 4044.489746
	Iteration 23Q: 3 clusters Score -639566.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -639574.250000 Penalty: 4044.489746
	Iteration 24Q: 3 clusters Score -639574.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -639584.375000 Penalty: 4044.489746
	Iteration 25Q: 3 clusters Score -639584.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -639592.687500 Penalty: 4044.489746
	Iteration 26Q: 3 clusters Score -639592.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -639598.312500 Penalty: 4044.489746
	Iteration 27Q: 3 clusters Score -639598.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -639602.500000 Penalty: 4044.489746
	Iteration 28Q: 3 clusters Score -639602.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -639605.687500 Penalty: 4044.489746
	Iteration 29Q: 3 clusters Score -639605.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -639607.000000 Penalty: 4044.489746
	Iteration 30Q: 3 clusters Score -639607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -639610.187500 Penalty: 4044.489746
	Iteration 31Q: 3 clusters Score -639610.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -639611.125000 Penalty: 4044.489746
	Iteration 32Q: 3 clusters Score -639611.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -639613.312500 Penalty: 4044.489746
	Iteration 33Q: 3 clusters Score -639613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -639615.062500 Penalty: 4044.489746
	Iteration 34Q: 3 clusters Score -639615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -639616.625000 Penalty: 4044.489746
	Iteration 35Q: 3 clusters Score -639616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -639616.750000 Penalty: 4044.489746
	Iteration 36Q: 3 clusters Score -639616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -639618.312500 Penalty: 4044.489746
	Iteration 37Q: 3 clusters Score -639618.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -639620.000000 Penalty: 4044.489746
	Iteration 38Q: 3 clusters Score -639620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -639621.187500 Penalty: 4044.489746
	Iteration 39Q: 3 clusters Score -639621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -639624.437500 Penalty: 4044.489746
	Iteration 40F: 3 clusters Score -639624.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -639626.750000 Penalty: 4044.489746
	Iteration 41Q: 3 clusters Score -639626.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -639630.062500 Penalty: 4044.489746
	Iteration 42Q: 3 clusters Score -639630.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -639634.812500 Penalty: 4044.489746
	Iteration 43Q: 3 clusters Score -639634.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -639637.125000 Penalty: 4044.489746
	Iteration 44Q: 3 clusters Score -639637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -639639.125000 Penalty: 4044.489746
	Iteration 45Q: 3 clusters Score -639639.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -639641.000000 Penalty: 4044.489746
	Iteration 46Q: 3 clusters Score -639641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -639641.625000 Penalty: 4044.489746
	Iteration 47Q: 3 clusters Score -639641.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -639641.625000 Penalty: 4044.489746
	Iteration 48Q: 3 clusters Score -639641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -639644.062500 Penalty: 4044.489746
	Iteration 49Q: 3 clusters Score -639644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -639644.812500 Penalty: 4044.489746
	Iteration 50Q: 3 clusters Score -639644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -639644.937500 Penalty: 4044.489746
	Iteration 51Q: 3 clusters Score -639644.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -639646.812500 Penalty: 4044.489746
	Iteration 52Q: 3 clusters Score -639646.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -639647.812500 Penalty: 4044.489746
	Iteration 53Q: 3 clusters Score -639647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -639650.375000 Penalty: 4044.489746
	Iteration 54Q: 3 clusters Score -639650.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -639655.875000 Penalty: 4044.489746
	Iteration 55Q: 3 clusters Score -639655.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -639661.000000 Penalty: 4044.489746
	Iteration 56Q: 3 clusters Score -639661 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -639666.312500 Penalty: 4044.489746
	Iteration 57Q: 3 clusters Score -639666.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -639671.187500 Penalty: 4044.489746
	Iteration 58Q: 3 clusters Score -639671.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -639675.750000 Penalty: 4044.489746
	Iteration 59Q: 3 clusters Score -639675.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -639682.375000 Penalty: 4044.489746
	Iteration 60F: 3 clusters Score -639682.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -639689.187500 Penalty: 4044.489746
	Iteration 61Q: 3 clusters Score -639689.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -639695.812500 Penalty: 4044.489746
	Iteration 62Q: 3 clusters Score -639695.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -639702.125000 Penalty: 4044.489746
	Iteration 63Q: 3 clusters Score -639702.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -639708.375000 Penalty: 4044.489746
	Iteration 64Q: 3 clusters Score -639708.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -639714.562500 Penalty: 4044.489746
	Iteration 65Q: 3 clusters Score -639714.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -639719.750000 Penalty: 4044.489746
	Iteration 66Q: 3 clusters Score -639719.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -639726.562500 Penalty: 4044.489746
	Iteration 67Q: 3 clusters Score -639726.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -639732.750000 Penalty: 4044.489746
	Iteration 68Q: 3 clusters Score -639732.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -639735.937500 Penalty: 4044.489746
	Iteration 69Q: 3 clusters Score -639735.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -639739.750000 Penalty: 4044.489746
	Iteration 70Q: 3 clusters Score -639739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -639744.937500 Penalty: 4044.489746
	Iteration 71Q: 3 clusters Score -639744.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -639750.125000 Penalty: 4044.489746
	Iteration 72Q: 3 clusters Score -639750.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -639757.812500 Penalty: 4044.489746
	Iteration 73Q: 3 clusters Score -639757.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -639770.312500 Penalty: 4044.489746
	Iteration 74Q: 3 clusters Score -639770.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -639778.875000 Penalty: 4044.489746
	Iteration 75Q: 3 clusters Score -639778.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -639791.875000 Penalty: 4044.489746
	Iteration 76Q: 3 clusters Score -639791.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -639805.437500 Penalty: 4044.489746
	Iteration 77Q: 3 clusters Score -639805.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -639820.500000 Penalty: 4044.489746
	Iteration 78Q: 3 clusters Score -639820.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -639834.625000 Penalty: 4044.489746
	Iteration 79Q: 3 clusters Score -639834.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -639842.937500 Penalty: 4044.489746
	Iteration 80F: 3 clusters Score -639842.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -639855.625000 Penalty: 4044.489746
	Iteration 81Q: 3 clusters Score -639855.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -639874.500000 Penalty: 4044.489746
	Iteration 82Q: 3 clusters Score -639874.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -639888.562500 Penalty: 4044.489746
	Iteration 83Q: 3 clusters Score -639888.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -639903.312500 Penalty: 4044.489746
	Iteration 84Q: 3 clusters Score -639903.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -639922.687500 Penalty: 4044.489746
	Iteration 85Q: 3 clusters Score -639922.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -639936.000000 Penalty: 4044.489746
	Iteration 86Q: 3 clusters Score -639936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -639949.062500 Penalty: 4044.489746
	Iteration 87Q: 3 clusters Score -639949.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -639958.250000 Penalty: 4044.489746
	Iteration 88Q: 3 clusters Score -639958.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -639965.500000 Penalty: 4044.489746
	Iteration 89Q: 3 clusters Score -639965.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -639979.687500 Penalty: 4044.489746
	Iteration 90Q: 3 clusters Score -639979.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -639984.937500 Penalty: 4044.489746
	Iteration 91Q: 3 clusters Score -639984.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -639992.125000 Penalty: 4044.489746
	Iteration 92Q: 3 clusters Score -639992.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -640002.000000 Penalty: 4044.489746
	Iteration 93Q: 3 clusters Score -640002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -640008.500000 Penalty: 4044.489746
	Iteration 94Q: 3 clusters Score -640008.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -640012.000000 Penalty: 4044.489746
	Iteration 95Q: 3 clusters Score -640012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -640012.875000 Penalty: 4044.489746
	Iteration 96Q: 3 clusters Score -640012.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -640015.187500 Penalty: 4044.489746
	Iteration 97Q: 3 clusters Score -640015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -640015.125000 Penalty: 4044.489746
	Iteration 98Q: 3 clusters Score -640015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -640016.500000 Penalty: 4044.489746
	Iteration 99Q: 3 clusters Score -640016.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -640016.500000 Penalty: 4044.489746
	Iteration 100F: 3 clusters Score -640016.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Entering Unmasked Estep 
Score: -1123203.250000 Penalty: 2159.619873
	Iteration 0F: 2 clusters Score -1123203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1118016.125000 Penalty: 4319.239746
	Iteration 0F: 3 clusters Score -1118016 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1119233.750000 Penalty: 4319.239746
	Iteration 1F: 3 clusters Score -1119234 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1119444.125000 Penalty: 4319.239746
	Iteration 2F: 3 clusters Score -1119444 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1119588.750000 Penalty: 4319.239746
	Iteration 3Q: 3 clusters Score -1119589 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1119702.000000 Penalty: 4319.239746
	Iteration 4Q: 3 clusters Score -1119702 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1119798.250000 Penalty: 4319.239746
	Iteration 5Q: 3 clusters Score -1119798 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1119880.125000 Penalty: 4319.239746
	Iteration 6Q: 3 clusters Score -1119880 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1119961.750000 Penalty: 4319.239746
	Iteration 7Q: 3 clusters Score -1119962 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1120039.000000 Penalty: 4319.239746
	Iteration 8Q: 3 clusters Score -1120039 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1120101.625000 Penalty: 4319.239746
	Iteration 9Q: 3 clusters Score -1120102 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1120155.500000 Penalty: 4319.239746
	Iteration 10Q: 3 clusters Score -1120156 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1120211.500000 Penalty: 4319.239746
	Iteration 11Q: 3 clusters Score -1120212 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1120277.750000 Penalty: 4319.239746
	Iteration 12Q: 3 clusters Score -1120278 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1120352.875000 Penalty: 4319.239746
	Iteration 13Q: 3 clusters Score -1120353 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1120425.250000 Penalty: 4319.239746
	Iteration 14Q: 3 clusters Score -1120425 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1120508.125000 Penalty: 4319.239746
	Iteration 15Q: 3 clusters Score -1120508 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1120610.000000 Penalty: 4319.239746
	Iteration 16Q: 3 clusters Score -1120610 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1120708.125000 Penalty: 4319.239746
	Iteration 17Q: 3 clusters Score -1120708 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1120807.750000 Penalty: 4319.239746
	Iteration 18Q: 3 clusters Score -1120808 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1120905.000000 Penalty: 4319.239746
	Iteration 19Q: 3 clusters Score -1120905 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1120993.500000 Penalty: 4319.239746
	Iteration 20F: 3 clusters Score -1120994 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1121061.625000 Penalty: 4319.239746
	Iteration 21Q: 3 clusters Score -1121062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1121137.125000 Penalty: 4319.239746
	Iteration 22Q: 3 clusters Score -1121137 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1121204.875000 Penalty: 4319.239746
	Iteration 23Q: 3 clusters Score -1121205 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1121256.750000 Penalty: 4319.239746
	Iteration 24Q: 3 clusters Score -1121257 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1121294.500000 Penalty: 4319.239746
	Iteration 25Q: 3 clusters Score -1121294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1121318.875000 Penalty: 4319.239746
	Iteration 26Q: 3 clusters Score -1121319 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1121352.750000 Penalty: 4319.239746
	Iteration 27Q: 3 clusters Score -1121353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1121383.375000 Penalty: 4319.239746
	Iteration 28Q: 3 clusters Score -1121383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1121402.375000 Penalty: 4319.239746
	Iteration 29Q: 3 clusters Score -1121402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1121410.375000 Penalty: 4319.239746
	Iteration 30Q: 3 clusters Score -1121410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1121414.375000 Penalty: 4319.239746
	Iteration 31Q: 3 clusters Score -1121414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1121425.375000 Penalty: 4319.239746
	Iteration 32Q: 3 clusters Score -1121425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1121433.750000 Penalty: 4319.239746
	Iteration 33Q: 3 clusters Score -1121434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1121444.125000 Penalty: 4319.239746
	Iteration 34Q: 3 clusters Score -1121444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1121451.125000 Penalty: 4319.239746
	Iteration 35Q: 3 clusters Score -1121451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1121458.750000 Penalty: 4319.239746
	Iteration 36Q: 3 clusters Score -1121459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1121466.625000 Penalty: 4319.239746
	Iteration 37Q: 3 clusters Score -1121467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1121469.250000 Penalty: 4319.239746
	Iteration 38Q: 3 clusters Score -1121469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1121469.375000 Penalty: 4319.239746
	Iteration 39Q: 3 clusters Score -1121469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1121470.500000 Penalty: 4319.239746
	Iteration 40F: 3 clusters Score -1121470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1121470.125000 Penalty: 4319.239746
	Iteration 41Q: 3 clusters Score -1121470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1121472.750000 Penalty: 4319.239746
	Iteration 42Q: 3 clusters Score -1121473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1121472.875000 Penalty: 4319.239746
	Iteration 43Q: 3 clusters Score -1121473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1121473.250000 Penalty: 4319.239746
	Iteration 44Q: 3 clusters Score -1121473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1121473.250000 Penalty: 4319.239746
	Iteration 45Q: 3 clusters Score -1121473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1121475.125000 Penalty: 4319.239746
	Iteration 46Q: 3 clusters Score -1121475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1121474.625000 Penalty: 4319.239746
	Iteration 47Q: 3 clusters Score -1121475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1121474.625000 Penalty: 4319.239746
	Iteration 48F: 3 clusters Score -1121475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Entering Unmasked Estep 
Score: -8635652.000000 Penalty: 2664.757568
	Iteration 0F: 2 clusters Score -8635652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -8605810.000000 Penalty: 5329.515137
	Iteration 0F: 3 clusters Score -8605810 nChanged 21409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -8617725.000000 Penalty: 5329.515137
	Iteration 1F: 3 clusters Score -8617725 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -8618330.000000 Penalty: 5329.515137
	Iteration 2Q: 3 clusters Score -8618330 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -8618989.000000 Penalty: 5329.515137
	Iteration 3Q: 3 clusters Score -8618989 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -8619817.000000 Penalty: 5329.515137
	Iteration 4Q: 3 clusters Score -8619817 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -8620982.000000 Penalty: 5329.515137
	Iteration 5Q: 3 clusters Score -8620982 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -8622639.000000 Penalty: 5329.515137
	Iteration 6F: 3 clusters Score -8622639 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -8624922.000000 Penalty: 5329.515137
	Iteration 7F: 3 clusters Score -8624922 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -8627252.000000 Penalty: 5329.515137
	Iteration 8F: 3 clusters Score -8627252 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -8629326.000000 Penalty: 5329.515137
	Iteration 9F: 3 clusters Score -8629326 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -8630880.000000 Penalty: 5329.515137
	Iteration 10Q: 3 clusters Score -8630880 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -8631957.000000 Penalty: 5329.515137
	Iteration 11Q: 3 clusters Score -8631957 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8632567.000000 Penalty: 5329.515137
	Iteration 12Q: 3 clusters Score -8632567 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8632965.000000 Penalty: 5329.515137
	Iteration 13Q: 3 clusters Score -8632965 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8633223.000000 Penalty: 5329.515137
	Iteration 14Q: 3 clusters Score -8633223 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8633370.000000 Penalty: 5329.515137
	Iteration 15Q: 3 clusters Score -8633370 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8633475.000000 Penalty: 5329.515137
	Iteration 16Q: 3 clusters Score -8633475 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8633540.000000 Penalty: 5329.515137
	Iteration 17Q: 3 clusters Score -8633540 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8633583.000000 Penalty: 5329.515137
	Iteration 18Q: 3 clusters Score -8633583 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8633637.000000 Penalty: 5329.515137
	Iteration 19Q: 3 clusters Score -8633637 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8633679.000000 Penalty: 5329.515137
	Iteration 20F: 3 clusters Score -8633679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8633698.000000 Penalty: 5329.515137
	Iteration 21Q: 3 clusters Score -8633698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8633722.000000 Penalty: 5329.515137
	Iteration 22Q: 3 clusters Score -8633722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8633749.000000 Penalty: 5329.515137
	Iteration 23Q: 3 clusters Score -8633749 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8633761.000000 Penalty: 5329.515137
	Iteration 24Q: 3 clusters Score -8633761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8633774.000000 Penalty: 5329.515137
	Iteration 25Q: 3 clusters Score -8633774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8633775.000000 Penalty: 5329.515137
	Iteration 26Q: 3 clusters Score -8633775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8633779.000000 Penalty: 5329.515137
	Iteration 27Q: 3 clusters Score -8633779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8633793.000000 Penalty: 5329.515137
	Iteration 28Q: 3 clusters Score -8633793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8633801.000000 Penalty: 5329.515137
	Iteration 29Q: 3 clusters Score -8633801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8633798.000000 Penalty: 5329.515137
	Iteration 30Q: 3 clusters Score -8633798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8633799.000000 Penalty: 5329.515137
	Iteration 31Q: 3 clusters Score -8633799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8633809.000000 Penalty: 5329.515137
	Iteration 32Q: 3 clusters Score -8633809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8633821.000000 Penalty: 5329.515137
	Iteration 33Q: 3 clusters Score -8633821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8633815.000000 Penalty: 5329.515137
	Iteration 34Q: 3 clusters Score -8633815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8633817.000000 Penalty: 5329.515137
	Iteration 35Q: 3 clusters Score -8633817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8633813.000000 Penalty: 5329.515137
	Iteration 36Q: 3 clusters Score -8633813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8633816.000000 Penalty: 5329.515137
	Iteration 37Q: 3 clusters Score -8633816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8633818.000000 Penalty: 5329.515137
	Iteration 38Q: 3 clusters Score -8633818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8633820.000000 Penalty: 5329.515137
	Iteration 39Q: 3 clusters Score -8633820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8633819.000000 Penalty: 5329.515137
	Iteration 40F: 3 clusters Score -8633819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Entering Unmasked Estep 
Score: -5923943.500000 Penalty: 2580.166992
	Iteration 0F: 2 clusters Score -5923944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -5901396.000000 Penalty: 5160.333984
	Iteration 0F: 3 clusters Score -5901396 nChanged 14962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -5909500.000000 Penalty: 5160.333984
	Iteration 1F: 3 clusters Score -5909500 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -5909885.000000 Penalty: 5160.333984
	Iteration 2Q: 3 clusters Score -5909885 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -5910185.500000 Penalty: 5160.333984
	Iteration 3Q: 3 clusters Score -5910186 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -5910480.500000 Penalty: 5160.333984
	Iteration 4Q: 3 clusters Score -5910480 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -5910743.500000 Penalty: 5160.333984
	Iteration 5Q: 3 clusters Score -5910744 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -5911053.500000 Penalty: 5160.333984
	Iteration 6Q: 3 clusters Score -5911054 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -5911422.000000 Penalty: 5160.333984
	Iteration 7Q: 3 clusters Score -5911422 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -5911896.500000 Penalty: 5160.333984
	Iteration 8Q: 3 clusters Score -5911896 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -5912441.500000 Penalty: 5160.333984
	Iteration 9Q: 3 clusters Score -5912442 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -5913109.000000 Penalty: 5160.333984
	Iteration 10Q: 3 clusters Score -5913109 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -5913870.000000 Penalty: 5160.333984
	Iteration 11Q: 3 clusters Score -5913870 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -5914741.500000 Penalty: 5160.333984
	Iteration 12F: 3 clusters Score -5914742 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -5915622.500000 Penalty: 5160.333984
	Iteration 13Q: 3 clusters Score -5915622 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -5916547.000000 Penalty: 5160.333984
	Iteration 14Q: 3 clusters Score -5916547 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -5917388.000000 Penalty: 5160.333984
	Iteration 15Q: 3 clusters Score -5917388 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -5918040.000000 Penalty: 5160.333984
	Iteration 16Q: 3 clusters Score -5918040 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -5918590.500000 Penalty: 5160.333984
	Iteration 17Q: 3 clusters Score -5918590 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -5919181.500000 Penalty: 5160.333984
	Iteration 18Q: 3 clusters Score -5919182 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5919846.500000 Penalty: 5160.333984
	Iteration 19Q: 3 clusters Score -5919846 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5920501.500000 Penalty: 5160.333984
	Iteration 20F: 3 clusters Score -5920502 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5921130.500000 Penalty: 5160.333984
	Iteration 21Q: 3 clusters Score -5921130 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5921660.000000 Penalty: 5160.333984
	Iteration 22Q: 3 clusters Score -5921660 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5921854.000000 Penalty: 5160.333984
	Iteration 23Q: 3 clusters Score -5921854 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5921912.000000 Penalty: 5160.333984
	Iteration 24Q: 3 clusters Score -5921912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5921927.500000 Penalty: 5160.333984
	Iteration 25Q: 3 clusters Score -5921928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5921944.000000 Penalty: 5160.333984
	Iteration 26Q: 3 clusters Score -5921944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5921953.000000 Penalty: 5160.333984
	Iteration 27Q: 3 clusters Score -5921953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5921960.500000 Penalty: 5160.333984
	Iteration 28Q: 3 clusters Score -5921960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5921962.500000 Penalty: 5160.333984
	Iteration 29Q: 3 clusters Score -5921962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5921959.000000 Penalty: 5160.333984
	Iteration 30Q: 3 clusters Score -5921959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5921959.500000 Penalty: 5160.333984
	Iteration 31Q: 3 clusters Score -5921960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5921961.500000 Penalty: 5160.333984
	Iteration 32Q: 3 clusters Score -5921962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5921962.500000 Penalty: 5160.333984
	Iteration 33Q: 3 clusters Score -5921962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5921963.000000 Penalty: 5160.333984
	Iteration 34Q: 3 clusters Score -5921963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5921963.000000 Penalty: 5160.333984
	Iteration 35F: 3 clusters Score -5921963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Entering Unmasked Estep 
Score: -8026798.000000 Penalty: 2649.052979
	Iteration 0F: 2 clusters Score -8026798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -7998065.000000 Penalty: 5298.105957
	Iteration 0F: 3 clusters Score -7998065 nChanged 19947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -8008899.000000 Penalty: 5298.105957
	Iteration 1F: 3 clusters Score -8008899 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -8009381.000000 Penalty: 5298.105957
	Iteration 2Q: 3 clusters Score -8009381 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -8009830.000000 Penalty: 5298.105957
	Iteration 3Q: 3 clusters Score -8009830 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -8010246.000000 Penalty: 5298.105957
	Iteration 4Q: 3 clusters Score -8010246 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -8010866.000000 Penalty: 5298.105957
	Iteration 5Q: 3 clusters Score -8010866 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -8011695.000000 Penalty: 5298.105957
	Iteration 6Q: 3 clusters Score -8011695 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -8013061.500000 Penalty: 5298.105957
	Iteration 7F: 3 clusters Score -8013062 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -8015119.000000 Penalty: 5298.105957
	Iteration 8F: 3 clusters Score -8015119 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -8017814.500000 Penalty: 5298.105957
	Iteration 9F: 3 clusters Score -8017814 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -8020606.500000 Penalty: 5298.105957
	Iteration 10F: 3 clusters Score -8020606 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -8022753.500000 Penalty: 5298.105957
	Iteration 11F: 3 clusters Score -8022754 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -8023765.500000 Penalty: 5298.105957
	Iteration 12Q: 3 clusters Score -8023766 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -8024135.000000 Penalty: 5298.105957
	Iteration 13Q: 3 clusters Score -8024135 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -8024353.000000 Penalty: 5298.105957
	Iteration 14Q: 3 clusters Score -8024353 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -8024423.000000 Penalty: 5298.105957
	Iteration 15Q: 3 clusters Score -8024423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -8024486.000000 Penalty: 5298.105957
	Iteration 16Q: 3 clusters Score -8024486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8024552.000000 Penalty: 5298.105957
	Iteration 17Q: 3 clusters Score -8024552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8024573.000000 Penalty: 5298.105957
	Iteration 18Q: 3 clusters Score -8024573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -8024572.000000 Penalty: 5298.105957
	Iteration 19Q: 3 clusters Score -8024572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -8024579.500000 Penalty: 5298.105957
	Iteration 20F: 3 clusters Score -8024580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -8024591.500000 Penalty: 5298.105957
	Iteration 21Q: 3 clusters Score -8024592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -8024602.000000 Penalty: 5298.105957
	Iteration 22Q: 3 clusters Score -8024602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -8024599.500000 Penalty: 5298.105957
	Iteration 23Q: 3 clusters Score -8024600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -8024600.000000 Penalty: 5298.105957
	Iteration 24Q: 3 clusters Score -8024600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -8024600.000000 Penalty: 5298.105957
	Iteration 25F: 3 clusters Score -8024600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (55126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55126 members 
Entering Unmasked Estep 
Score: -10324449.000000 Penalty: 2707.509277
	Iteration 0F: 2 clusters Score -1.032445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -10296328.000000 Penalty: 5415.018555
	Iteration 0F: 3 clusters Score -1.029633e+07 nChanged 25605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -10310458.000000 Penalty: 5415.018555
	Iteration 1F: 3 clusters Score -1.031046e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -10310970.000000 Penalty: 5415.018555
	Iteration 2Q: 3 clusters Score -1.031097e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -10311652.000000 Penalty: 5415.018555
	Iteration 3Q: 3 clusters Score -1.031165e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -10312384.000000 Penalty: 5415.018555
	Iteration 4Q: 3 clusters Score -1.031238e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -10313277.000000 Penalty: 5415.018555
	Iteration 5Q: 3 clusters Score -1.031328e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -10314287.000000 Penalty: 5415.018555
	Iteration 6Q: 3 clusters Score -1.031429e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -10315505.000000 Penalty: 5415.018555
	Iteration 7Q: 3 clusters Score -1.03155e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -10316827.000000 Penalty: 5415.018555
	Iteration 8Q: 3 clusters Score -1.031683e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -10318136.000000 Penalty: 5415.018555
	Iteration 9Q: 3 clusters Score -1.031814e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -10319382.000000 Penalty: 5415.018555
	Iteration 10Q: 3 clusters Score -1.031938e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -10320688.000000 Penalty: 5415.018555
	Iteration 11Q: 3 clusters Score -1.032069e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -10321908.000000 Penalty: 5415.018555
	Iteration 12Q: 3 clusters Score -1.032191e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -10322918.000000 Penalty: 5415.018555
	Iteration 13Q: 3 clusters Score -1.032292e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -10323795.000000 Penalty: 5415.018555
	Iteration 14Q: 3 clusters Score -1.03238e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -10324400.000000 Penalty: 5415.018555
	Iteration 15Q: 3 clusters Score -1.03244e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -10324753.000000 Penalty: 5415.018555
	Iteration 16Q: 3 clusters Score -1.032475e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -10324949.000000 Penalty: 5415.018555
	Iteration 17Q: 3 clusters Score -1.032495e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -10325026.000000 Penalty: 5415.018555
	Iteration 18Q: 3 clusters Score -1.032503e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -10325064.000000 Penalty: 5415.018555
	Iteration 19Q: 3 clusters Score -1.032506e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -10325043.000000 Penalty: 5415.018555
	Iteration 20F: 3 clusters Score -1.032504e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -10324989.000000 Penalty: 5415.018555
	Iteration 21Q: 3 clusters Score -1.032499e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -10324867.000000 Penalty: 5415.018555
	Iteration 22Q: 3 clusters Score -1.032487e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -10324760.000000 Penalty: 5415.018555
	Iteration 23Q: 3 clusters Score -1.032476e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -10324636.000000 Penalty: 5415.018555
	Iteration 24Q: 3 clusters Score -1.032464e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -10324574.000000 Penalty: 5415.018555
	Iteration 25Q: 3 clusters Score -1.032457e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -10324482.000000 Penalty: 5415.018555
	Iteration 26Q: 3 clusters Score -1.032448e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -10324429.000000 Penalty: 5415.018555
	Iteration 27Q: 3 clusters Score -1.032443e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -10324362.000000 Penalty: 5415.018555
	Iteration 28Q: 3 clusters Score -1.032436e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -10324283.000000 Penalty: 5415.018555
	Iteration 29Q: 3 clusters Score -1.032428e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -10324253.000000 Penalty: 5415.018555
	Iteration 30Q: 3 clusters Score -1.032425e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -10324256.000000 Penalty: 5415.018555
	Iteration 31Q: 3 clusters Score -1.032426e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -10324249.000000 Penalty: 5415.018555
	Iteration 32Q: 3 clusters Score -1.032425e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -10324229.000000 Penalty: 5415.018555
	Iteration 33Q: 3 clusters Score -1.032423e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -10324204.000000 Penalty: 5415.018555
	Iteration 34Q: 3 clusters Score -1.03242e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -10324162.000000 Penalty: 5415.018555
	Iteration 35Q: 3 clusters Score -1.032416e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -10324156.000000 Penalty: 5415.018555
	Iteration 36Q: 3 clusters Score -1.032416e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -10324144.000000 Penalty: 5415.018555
	Iteration 37Q: 3 clusters Score -1.032414e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -10324176.000000 Penalty: 5415.018555
	Iteration 38Q: 3 clusters Score -1.032418e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -10324180.000000 Penalty: 5415.018555
	Iteration 39Q: 3 clusters Score -1.032418e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -10324183.000000 Penalty: 5415.018555
	Iteration 40F: 3 clusters Score -1.032418e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -10324187.000000 Penalty: 5415.018555
	Iteration 41Q: 3 clusters Score -1.032419e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -10324221.000000 Penalty: 5415.018555
	Iteration 42Q: 3 clusters Score -1.032422e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -10324211.000000 Penalty: 5415.018555
	Iteration 43Q: 3 clusters Score -1.032421e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -10324216.000000 Penalty: 5415.018555
	Iteration 44Q: 3 clusters Score -1.032422e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -10324207.000000 Penalty: 5415.018555
	Iteration 45Q: 3 clusters Score -1.032421e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -10324204.000000 Penalty: 5415.018555
	Iteration 46Q: 3 clusters Score -1.03242e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -10324216.000000 Penalty: 5415.018555
	Iteration 47Q: 3 clusters Score -1.032422e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -10324220.000000 Penalty: 5415.018555
	Iteration 48Q: 3 clusters Score -1.032422e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -10324205.000000 Penalty: 5415.018555
	Iteration 49Q: 3 clusters Score -1.03242e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -10324170.000000 Penalty: 5415.018555
	Iteration 50Q: 3 clusters Score -1.032417e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -10324184.000000 Penalty: 5415.018555
	Iteration 51Q: 3 clusters Score -1.032418e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -10324181.000000 Penalty: 5415.018555
	Iteration 52Q: 3 clusters Score -1.032418e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -10324179.000000 Penalty: 5415.018555
	Iteration 53Q: 3 clusters Score -1.032418e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -10324203.000000 Penalty: 5415.018555
	Iteration 54Q: 3 clusters Score -1.03242e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -10324220.000000 Penalty: 5415.018555
	Iteration 55Q: 3 clusters Score -1.032422e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -10324220.000000 Penalty: 5415.018555
	Iteration 56Q: 3 clusters Score -1.032422e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -10324238.000000 Penalty: 5415.018555
	Iteration 57Q: 3 clusters Score -1.032424e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -10324235.000000 Penalty: 5415.018555
	Iteration 58Q: 3 clusters Score -1.032424e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -10324251.000000 Penalty: 5415.018555
	Iteration 59Q: 3 clusters Score -1.032425e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -10324247.000000 Penalty: 5415.018555
	Iteration 60F: 3 clusters Score -1.032425e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -10324257.000000 Penalty: 5415.018555
	Iteration 61Q: 3 clusters Score -1.032426e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -10324260.000000 Penalty: 5415.018555
	Iteration 62Q: 3 clusters Score -1.032426e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -10324302.000000 Penalty: 5415.018555
	Iteration 63Q: 3 clusters Score -1.03243e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -10324314.000000 Penalty: 5415.018555
	Iteration 64Q: 3 clusters Score -1.032431e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -10324331.000000 Penalty: 5415.018555
	Iteration 65Q: 3 clusters Score -1.032433e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -10324319.000000 Penalty: 5415.018555
	Iteration 66Q: 3 clusters Score -1.032432e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -10324308.000000 Penalty: 5415.018555
	Iteration 67Q: 3 clusters Score -1.032431e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -10324324.000000 Penalty: 5415.018555
	Iteration 68Q: 3 clusters Score -1.032432e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -10324322.000000 Penalty: 5415.018555
	Iteration 69Q: 3 clusters Score -1.032432e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -10324322.000000 Penalty: 5415.018555
	Iteration 70Q: 3 clusters Score -1.032432e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -10324315.000000 Penalty: 5415.018555
	Iteration 71Q: 3 clusters Score -1.032432e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -10324317.000000 Penalty: 5415.018555
	Iteration 72Q: 3 clusters Score -1.032432e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 49122 members 
Entering Unmasked Estep 
Score: -10324334.000000 Penalty: 5415.018555
	Iteration 73Q: 3 clusters Score -1.032433e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -10324371.000000 Penalty: 5415.018555
	Iteration 74Q: 3 clusters Score -1.032437e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 49108 members 
Entering Unmasked Estep 
Score: -10324340.000000 Penalty: 5415.018555
	Iteration 75Q: 3 clusters Score -1.032434e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -10324344.000000 Penalty: 5415.018555
	Iteration 76Q: 3 clusters Score -1.032434e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -10324367.000000 Penalty: 5415.018555
	Iteration 77Q: 3 clusters Score -1.032437e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -10324378.000000 Penalty: 5415.018555
	Iteration 78Q: 3 clusters Score -1.032438e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -10324374.000000 Penalty: 5415.018555
	Iteration 79Q: 3 clusters Score -1.032437e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -10324405.000000 Penalty: 5415.018555
	Iteration 80F: 3 clusters Score -1.03244e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -10324415.000000 Penalty: 5415.018555
	Iteration 81Q: 3 clusters Score -1.032442e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -10324420.000000 Penalty: 5415.018555
	Iteration 82Q: 3 clusters Score -1.032442e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -10324414.000000 Penalty: 5415.018555
	Iteration 83Q: 3 clusters Score -1.032441e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -10324412.000000 Penalty: 5415.018555
	Iteration 84Q: 3 clusters Score -1.032441e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -10324417.000000 Penalty: 5415.018555
	Iteration 85Q: 3 clusters Score -1.032442e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -10324409.000000 Penalty: 5415.018555
	Iteration 86Q: 3 clusters Score -1.032441e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -10324405.000000 Penalty: 5415.018555
	Iteration 87Q: 3 clusters Score -1.03244e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -10324406.000000 Penalty: 5415.018555
	Iteration 88Q: 3 clusters Score -1.032441e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -10324411.000000 Penalty: 5415.018555
	Iteration 89Q: 3 clusters Score -1.032441e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -10324409.000000 Penalty: 5415.018555
	Iteration 90Q: 3 clusters Score -1.032441e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -10324392.000000 Penalty: 5415.018555
	Iteration 91Q: 3 clusters Score -1.032439e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -10324398.000000 Penalty: 5415.018555
	Iteration 92Q: 3 clusters Score -1.03244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -10324399.000000 Penalty: 5415.018555
	Iteration 93Q: 3 clusters Score -1.03244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -10324404.000000 Penalty: 5415.018555
	Iteration 94Q: 3 clusters Score -1.03244e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -10324396.000000 Penalty: 5415.018555
	Iteration 95Q: 3 clusters Score -1.03244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -10324413.000000 Penalty: 5415.018555
	Iteration 96Q: 3 clusters Score -1.032441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -10324409.000000 Penalty: 5415.018555
	Iteration 97Q: 3 clusters Score -1.032441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -10324406.000000 Penalty: 5415.018555
	Iteration 98Q: 3 clusters Score -1.032441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -10324412.000000 Penalty: 5415.018555
	Iteration 99Q: 3 clusters Score -1.032441e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -10324416.000000 Penalty: 5415.018555
	Iteration 100F: 3 clusters Score -1.032442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -10324423.000000 Penalty: 5415.018555
	Iteration 101Q: 3 clusters Score -1.032442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -10324434.000000 Penalty: 5415.018555
	Iteration 102Q: 3 clusters Score -1.032443e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -10324431.000000 Penalty: 5415.018555
	Iteration 103Q: 3 clusters Score -1.032443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -10324434.000000 Penalty: 5415.018555
	Iteration 104Q: 3 clusters Score -1.032443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -10324434.000000 Penalty: 5415.018555
	Iteration 105Q: 3 clusters Score -1.032443e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -10324453.000000 Penalty: 5415.018555
	Iteration 106Q: 3 clusters Score -1.032445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -10324463.000000 Penalty: 5415.018555
	Iteration 107Q: 3 clusters Score -1.032446e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -10324465.000000 Penalty: 5415.018555
	Iteration 108Q: 3 clusters Score -1.032446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -10324470.000000 Penalty: 5415.018555
	Iteration 109Q: 3 clusters Score -1.032447e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -10324457.000000 Penalty: 5415.018555
	Iteration 110Q: 3 clusters Score -1.032446e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -10324452.000000 Penalty: 5415.018555
	Iteration 111Q: 3 clusters Score -1.032445e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -10324475.000000 Penalty: 5415.018555
	Iteration 112Q: 3 clusters Score -1.032448e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -10324497.000000 Penalty: 5415.018555
	Iteration 113Q: 3 clusters Score -1.03245e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -10324501.000000 Penalty: 5415.018555
	Iteration 114Q: 3 clusters Score -1.03245e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -10324509.000000 Penalty: 5415.018555
	Iteration 115Q: 3 clusters Score -1.032451e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -10324513.000000 Penalty: 5415.018555
	Iteration 116Q: 3 clusters Score -1.032451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -10324525.000000 Penalty: 5415.018555
	Iteration 117Q: 3 clusters Score -1.032452e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -10324521.000000 Penalty: 5415.018555
	Iteration 118Q: 3 clusters Score -1.032452e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -10324515.000000 Penalty: 5415.018555
	Iteration 119Q: 3 clusters Score -1.032452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -10324519.000000 Penalty: 5415.018555
	Iteration 120F: 3 clusters Score -1.032452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 48839 members 
Entering Unmasked Estep 
Score: -10324538.000000 Penalty: 5415.018555
	Iteration 121Q: 3 clusters Score -1.032454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -10324536.000000 Penalty: 5415.018555
	Iteration 122Q: 3 clusters Score -1.032454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -10324540.000000 Penalty: 5415.018555
	Iteration 123Q: 3 clusters Score -1.032454e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -10324538.000000 Penalty: 5415.018555
	Iteration 124Q: 3 clusters Score -1.032454e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -10324537.000000 Penalty: 5415.018555
	Iteration 125Q: 3 clusters Score -1.032454e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -10324539.000000 Penalty: 5415.018555
	Iteration 126Q: 3 clusters Score -1.032454e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -10324527.000000 Penalty: 5415.018555
	Iteration 127Q: 3 clusters Score -1.032453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -10324537.000000 Penalty: 5415.018555
	Iteration 128Q: 3 clusters Score -1.032454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -10324535.000000 Penalty: 5415.018555
	Iteration 129Q: 3 clusters Score -1.032454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -10324535.000000 Penalty: 5415.018555
	Iteration 130Q: 3 clusters Score -1.032454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -10324539.000000 Penalty: 5415.018555
	Iteration 131Q: 3 clusters Score -1.032454e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -10324556.000000 Penalty: 5415.018555
	Iteration 132Q: 3 clusters Score -1.032456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -10324559.000000 Penalty: 5415.018555
	Iteration 133Q: 3 clusters Score -1.032456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -10324554.000000 Penalty: 5415.018555
	Iteration 134Q: 3 clusters Score -1.032455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -10324559.000000 Penalty: 5415.018555
	Iteration 135Q: 3 clusters Score -1.032456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -10324556.000000 Penalty: 5415.018555
	Iteration 136Q: 3 clusters Score -1.032456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -10324565.000000 Penalty: 5415.018555
	Iteration 137Q: 3 clusters Score -1.032456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -10324567.000000 Penalty: 5415.018555
	Iteration 138Q: 3 clusters Score -1.032457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -10324561.000000 Penalty: 5415.018555
	Iteration 139Q: 3 clusters Score -1.032456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -10324566.000000 Penalty: 5415.018555
	Iteration 140F: 3 clusters Score -1.032457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -10324585.000000 Penalty: 5415.018555
	Iteration 141Q: 3 clusters Score -1.032458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -10324591.000000 Penalty: 5415.018555
	Iteration 142Q: 3 clusters Score -1.032459e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -10324593.000000 Penalty: 5415.018555
	Iteration 143Q: 3 clusters Score -1.032459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -10324579.000000 Penalty: 5415.018555
	Iteration 144Q: 3 clusters Score -1.032458e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -10324588.000000 Penalty: 5415.018555
	Iteration 145Q: 3 clusters Score -1.032459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -10324593.000000 Penalty: 5415.018555
	Iteration 146Q: 3 clusters Score -1.032459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -10324603.000000 Penalty: 5415.018555
	Iteration 147Q: 3 clusters Score -1.03246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -10324604.000000 Penalty: 5415.018555
	Iteration 148Q: 3 clusters Score -1.03246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -10324620.000000 Penalty: 5415.018555
	Iteration 149Q: 3 clusters Score -1.032462e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -10324624.000000 Penalty: 5415.018555
	Iteration 150Q: 3 clusters Score -1.032462e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -10324648.000000 Penalty: 5415.018555
	Iteration 151Q: 3 clusters Score -1.032465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -10324642.000000 Penalty: 5415.018555
	Iteration 152Q: 3 clusters Score -1.032464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -10324632.000000 Penalty: 5415.018555
	Iteration 153Q: 3 clusters Score -1.032463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -10324639.000000 Penalty: 5415.018555
	Iteration 154Q: 3 clusters Score -1.032464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -10324657.000000 Penalty: 5415.018555
	Iteration 155Q: 3 clusters Score -1.032466e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -10324649.000000 Penalty: 5415.018555
	Iteration 156Q: 3 clusters Score -1.032465e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -10324674.000000 Penalty: 5415.018555
	Iteration 157Q: 3 clusters Score -1.032467e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -10324673.000000 Penalty: 5415.018555
	Iteration 158Q: 3 clusters Score -1.032467e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -10324687.000000 Penalty: 5415.018555
	Iteration 159Q: 3 clusters Score -1.032469e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -10324682.000000 Penalty: 5415.018555
	Iteration 160F: 3 clusters Score -1.032468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -10324677.000000 Penalty: 5415.018555
	Iteration 161Q: 3 clusters Score -1.032468e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -10324693.000000 Penalty: 5415.018555
	Iteration 162Q: 3 clusters Score -1.032469e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 48504 members 
Entering Unmasked Estep 
Score: -10324687.000000 Penalty: 5415.018555
	Iteration 163Q: 3 clusters Score -1.032469e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -10324684.000000 Penalty: 5415.018555
	Iteration 164Q: 3 clusters Score -1.032468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -10324690.000000 Penalty: 5415.018555
	Iteration 165Q: 3 clusters Score -1.032469e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -10324681.000000 Penalty: 5415.018555
	Iteration 166Q: 3 clusters Score -1.032468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -10324682.000000 Penalty: 5415.018555
	Iteration 167Q: 3 clusters Score -1.032468e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -10324689.000000 Penalty: 5415.018555
	Iteration 168Q: 3 clusters Score -1.032469e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -10324706.000000 Penalty: 5415.018555
	Iteration 169Q: 3 clusters Score -1.032471e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -10324706.000000 Penalty: 5415.018555
	Iteration 170Q: 3 clusters Score -1.032471e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -10324738.000000 Penalty: 5415.018555
	Iteration 171Q: 3 clusters Score -1.032474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 48409 members 
Entering Unmasked Estep 
Score: -10324744.000000 Penalty: 5415.018555
	Iteration 172Q: 3 clusters Score -1.032474e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -10324742.000000 Penalty: 5415.018555
	Iteration 173Q: 3 clusters Score -1.032474e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -10324750.000000 Penalty: 5415.018555
	Iteration 174Q: 3 clusters Score -1.032475e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -10324755.000000 Penalty: 5415.018555
	Iteration 175Q: 3 clusters Score -1.032476e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -10324760.000000 Penalty: 5415.018555
	Iteration 176Q: 3 clusters Score -1.032476e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -10324769.000000 Penalty: 5415.018555
	Iteration 177Q: 3 clusters Score -1.032477e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -10324789.000000 Penalty: 5415.018555
	Iteration 178Q: 3 clusters Score -1.032479e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -10324785.000000 Penalty: 5415.018555
	Iteration 179Q: 3 clusters Score -1.032478e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -10324789.000000 Penalty: 5415.018555
	Iteration 180F: 3 clusters Score -1.032479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -10324795.000000 Penalty: 5415.018555
	Iteration 181Q: 3 clusters Score -1.03248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -10324811.000000 Penalty: 5415.018555
	Iteration 182Q: 3 clusters Score -1.032481e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -10324826.000000 Penalty: 5415.018555
	Iteration 183Q: 3 clusters Score -1.032483e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -10324840.000000 Penalty: 5415.018555
	Iteration 184Q: 3 clusters Score -1.032484e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -10324854.000000 Penalty: 5415.018555
	Iteration 185Q: 3 clusters Score -1.032485e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -10324865.000000 Penalty: 5415.018555
	Iteration 186Q: 3 clusters Score -1.032486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -10324865.000000 Penalty: 5415.018555
	Iteration 187Q: 3 clusters Score -1.032486e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -10324871.000000 Penalty: 5415.018555
	Iteration 188Q: 3 clusters Score -1.032487e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -10324877.000000 Penalty: 5415.018555
	Iteration 189Q: 3 clusters Score -1.032488e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -10324882.000000 Penalty: 5415.018555
	Iteration 190Q: 3 clusters Score -1.032488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -10324881.000000 Penalty: 5415.018555
	Iteration 191Q: 3 clusters Score -1.032488e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -10324887.000000 Penalty: 5415.018555
	Iteration 192Q: 3 clusters Score -1.032489e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -10324913.000000 Penalty: 5415.018555
	Iteration 193Q: 3 clusters Score -1.032491e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -10324901.000000 Penalty: 5415.018555
	Iteration 194Q: 3 clusters Score -1.03249e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -10324905.000000 Penalty: 5415.018555
	Iteration 195Q: 3 clusters Score -1.03249e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -10324918.000000 Penalty: 5415.018555
	Iteration 196Q: 3 clusters Score -1.032492e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -10324920.000000 Penalty: 5415.018555
	Iteration 197Q: 3 clusters Score -1.032492e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 48129 members 
Entering Unmasked Estep 
Score: -10324940.000000 Penalty: 5415.018555
	Iteration 198Q: 3 clusters Score -1.032494e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -10324950.000000 Penalty: 5415.018555
	Iteration 199Q: 3 clusters Score -1.032495e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -10324978.000000 Penalty: 5415.018555
	Iteration 200F: 3 clusters Score -1.032498e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -10324998.000000 Penalty: 5415.018555
	Iteration 201Q: 3 clusters Score -1.0325e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -10325004.000000 Penalty: 5415.018555
	Iteration 202Q: 3 clusters Score -1.0325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -10325012.000000 Penalty: 5415.018555
	Iteration 203Q: 3 clusters Score -1.032501e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -10325015.000000 Penalty: 5415.018555
	Iteration 204Q: 3 clusters Score -1.032502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -10325008.000000 Penalty: 5415.018555
	Iteration 205Q: 3 clusters Score -1.032501e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -10325012.000000 Penalty: 5415.018555
	Iteration 206Q: 3 clusters Score -1.032501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -10325021.000000 Penalty: 5415.018555
	Iteration 207Q: 3 clusters Score -1.032502e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -10325027.000000 Penalty: 5415.018555
	Iteration 208Q: 3 clusters Score -1.032503e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -10325025.000000 Penalty: 5415.018555
	Iteration 209Q: 3 clusters Score -1.032502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -10325041.000000 Penalty: 5415.018555
	Iteration 210Q: 3 clusters Score -1.032504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -10325041.000000 Penalty: 5415.018555
	Iteration 211Q: 3 clusters Score -1.032504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -10325058.000000 Penalty: 5415.018555
	Iteration 212Q: 3 clusters Score -1.032506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -10325063.000000 Penalty: 5415.018555
	Iteration 213Q: 3 clusters Score -1.032506e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -10325064.000000 Penalty: 5415.018555
	Iteration 214Q: 3 clusters Score -1.032506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -10325069.000000 Penalty: 5415.018555
	Iteration 215Q: 3 clusters Score -1.032507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -10325060.000000 Penalty: 5415.018555
	Iteration 216Q: 3 clusters Score -1.032506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -10325074.000000 Penalty: 5415.018555
	Iteration 217Q: 3 clusters Score -1.032507e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -10325069.000000 Penalty: 5415.018555
	Iteration 218Q: 3 clusters Score -1.032507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -10325078.000000 Penalty: 5415.018555
	Iteration 219Q: 3 clusters Score -1.032508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -10325082.000000 Penalty: 5415.018555
	Iteration 220F: 3 clusters Score -1.032508e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -10325076.000000 Penalty: 5415.018555
	Iteration 221Q: 3 clusters Score -1.032508e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -10325086.000000 Penalty: 5415.018555
	Iteration 222Q: 3 clusters Score -1.032509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -10325100.000000 Penalty: 5415.018555
	Iteration 223Q: 3 clusters Score -1.03251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -10325116.000000 Penalty: 5415.018555
	Iteration 224Q: 3 clusters Score -1.032512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -10325120.000000 Penalty: 5415.018555
	Iteration 225Q: 3 clusters Score -1.032512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -10325127.000000 Penalty: 5415.018555
	Iteration 226Q: 3 clusters Score -1.032513e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -10325139.000000 Penalty: 5415.018555
	Iteration 227Q: 3 clusters Score -1.032514e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -10325163.000000 Penalty: 5415.018555
	Iteration 228Q: 3 clusters Score -1.032516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -10325168.000000 Penalty: 5415.018555
	Iteration 229Q: 3 clusters Score -1.032517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -10325161.000000 Penalty: 5415.018555
	Iteration 230Q: 3 clusters Score -1.032516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -10325162.000000 Penalty: 5415.018555
	Iteration 231Q: 3 clusters Score -1.032516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -10325163.000000 Penalty: 5415.018555
	Iteration 232Q: 3 clusters Score -1.032516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -10325181.000000 Penalty: 5415.018555
	Iteration 233Q: 3 clusters Score -1.032518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -10325184.000000 Penalty: 5415.018555
	Iteration 234Q: 3 clusters Score -1.032518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -10325178.000000 Penalty: 5415.018555
	Iteration 235Q: 3 clusters Score -1.032518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -10325187.000000 Penalty: 5415.018555
	Iteration 236Q: 3 clusters Score -1.032519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -10325199.000000 Penalty: 5415.018555
	Iteration 237Q: 3 clusters Score -1.03252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -10325195.000000 Penalty: 5415.018555
	Iteration 238Q: 3 clusters Score -1.03252e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -10325198.000000 Penalty: 5415.018555
	Iteration 239Q: 3 clusters Score -1.03252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -10325194.000000 Penalty: 5415.018555
	Iteration 240F: 3 clusters Score -1.032519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -10325201.000000 Penalty: 5415.018555
	Iteration 241Q: 3 clusters Score -1.03252e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -10325209.000000 Penalty: 5415.018555
	Iteration 242Q: 3 clusters Score -1.032521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -10325208.000000 Penalty: 5415.018555
	Iteration 243Q: 3 clusters Score -1.032521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -10325216.000000 Penalty: 5415.018555
	Iteration 244Q: 3 clusters Score -1.032522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -10325226.000000 Penalty: 5415.018555
	Iteration 245Q: 3 clusters Score -1.032523e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -10325218.000000 Penalty: 5415.018555
	Iteration 246Q: 3 clusters Score -1.032522e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -10325207.000000 Penalty: 5415.018555
	Iteration 247Q: 3 clusters Score -1.032521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -10325215.000000 Penalty: 5415.018555
	Iteration 248Q: 3 clusters Score -1.032522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -10325230.000000 Penalty: 5415.018555
	Iteration 249Q: 3 clusters Score -1.032523e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -10325228.000000 Penalty: 5415.018555
	Iteration 250Q: 3 clusters Score -1.032523e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -10325229.000000 Penalty: 5415.018555
	Iteration 251Q: 3 clusters Score -1.032523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -10325248.000000 Penalty: 5415.018555
	Iteration 252Q: 3 clusters Score -1.032525e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -10325264.000000 Penalty: 5415.018555
	Iteration 253Q: 3 clusters Score -1.032526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -10325275.000000 Penalty: 5415.018555
	Iteration 254Q: 3 clusters Score -1.032528e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -10325293.000000 Penalty: 5415.018555
	Iteration 255Q: 3 clusters Score -1.032529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -10325306.000000 Penalty: 5415.018555
	Iteration 256Q: 3 clusters Score -1.032531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -10325305.000000 Penalty: 5415.018555
	Iteration 257Q: 3 clusters Score -1.03253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -10325302.000000 Penalty: 5415.018555
	Iteration 258Q: 3 clusters Score -1.03253e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -10325300.000000 Penalty: 5415.018555
	Iteration 259Q: 3 clusters Score -1.03253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -10325301.000000 Penalty: 5415.018555
	Iteration 260F: 3 clusters Score -1.03253e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -10325304.000000 Penalty: 5415.018555
	Iteration 261Q: 3 clusters Score -1.03253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 47621 members 
Entering Unmasked Estep 
Score: -10325297.000000 Penalty: 5415.018555
	Iteration 262Q: 3 clusters Score -1.03253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -10325304.000000 Penalty: 5415.018555
	Iteration 263Q: 3 clusters Score -1.03253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -10325307.000000 Penalty: 5415.018555
	Iteration 264Q: 3 clusters Score -1.032531e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -10325318.000000 Penalty: 5415.018555
	Iteration 265Q: 3 clusters Score -1.032532e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -10325321.000000 Penalty: 5415.018555
	Iteration 266Q: 3 clusters Score -1.032532e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -10325321.000000 Penalty: 5415.018555
	Iteration 267Q: 3 clusters Score -1.032532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -10325333.000000 Penalty: 5415.018555
	Iteration 268Q: 3 clusters Score -1.032533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -10325335.000000 Penalty: 5415.018555
	Iteration 269Q: 3 clusters Score -1.032534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -10325337.000000 Penalty: 5415.018555
	Iteration 270Q: 3 clusters Score -1.032534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -10325335.000000 Penalty: 5415.018555
	Iteration 271Q: 3 clusters Score -1.032534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -10325347.000000 Penalty: 5415.018555
	Iteration 272Q: 3 clusters Score -1.032535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -10325354.000000 Penalty: 5415.018555
	Iteration 273Q: 3 clusters Score -1.032535e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -10325339.000000 Penalty: 5415.018555
	Iteration 274Q: 3 clusters Score -1.032534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -10325347.000000 Penalty: 5415.018555
	Iteration 275Q: 3 clusters Score -1.032535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -10325358.000000 Penalty: 5415.018555
	Iteration 276Q: 3 clusters Score -1.032536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -10325359.000000 Penalty: 5415.018555
	Iteration 277Q: 3 clusters Score -1.032536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -10325360.000000 Penalty: 5415.018555
	Iteration 278Q: 3 clusters Score -1.032536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -10325360.000000 Penalty: 5415.018555
	Iteration 279Q: 3 clusters Score -1.032536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -10325359.000000 Penalty: 5415.018555
	Iteration 280F: 3 clusters Score -1.032536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -10325360.000000 Penalty: 5415.018555
	Iteration 281Q: 3 clusters Score -1.032536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -10325360.000000 Penalty: 5415.018555
	Iteration 282Q: 3 clusters Score -1.032536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -10325360.000000 Penalty: 5415.018555
	Iteration 283Q: 3 clusters Score -1.032536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -10325366.000000 Penalty: 5415.018555
	Iteration 284Q: 3 clusters Score -1.032537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -10325361.000000 Penalty: 5415.018555
	Iteration 285Q: 3 clusters Score -1.032536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 47517 members 
Entering Unmasked Estep 
Score: -10325355.000000 Penalty: 5415.018555
	Iteration 286Q: 3 clusters Score -1.032536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -10325363.000000 Penalty: 5415.018555
	Iteration 287Q: 3 clusters Score -1.032536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -10325369.000000 Penalty: 5415.018555
	Iteration 288Q: 3 clusters Score -1.032537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -10325379.000000 Penalty: 5415.018555
	Iteration 289Q: 3 clusters Score -1.032538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -10325369.000000 Penalty: 5415.018555
	Iteration 290Q: 3 clusters Score -1.032537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -10325376.000000 Penalty: 5415.018555
	Iteration 291Q: 3 clusters Score -1.032538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -10325377.000000 Penalty: 5415.018555
	Iteration 292Q: 3 clusters Score -1.032538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -10325378.000000 Penalty: 5415.018555
	Iteration 293Q: 3 clusters Score -1.032538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -10325387.000000 Penalty: 5415.018555
	Iteration 294Q: 3 clusters Score -1.032539e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -10325397.000000 Penalty: 5415.018555
	Iteration 295Q: 3 clusters Score -1.03254e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -10325398.000000 Penalty: 5415.018555
	Iteration 296Q: 3 clusters Score -1.03254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -10325395.000000 Penalty: 5415.018555
	Iteration 297Q: 3 clusters Score -1.03254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -10325406.000000 Penalty: 5415.018555
	Iteration 298Q: 3 clusters Score -1.032541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -10325401.000000 Penalty: 5415.018555
	Iteration 299Q: 3 clusters Score -1.03254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -10325399.000000 Penalty: 5415.018555
	Iteration 300F: 3 clusters Score -1.03254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -10325385.000000 Penalty: 5415.018555
	Iteration 301Q: 3 clusters Score -1.032538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -10325393.000000 Penalty: 5415.018555
	Iteration 302Q: 3 clusters Score -1.032539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -10325399.000000 Penalty: 5415.018555
	Iteration 303Q: 3 clusters Score -1.03254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -10325407.000000 Penalty: 5415.018555
	Iteration 304Q: 3 clusters Score -1.032541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -10325408.000000 Penalty: 5415.018555
	Iteration 305Q: 3 clusters Score -1.032541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -10325402.000000 Penalty: 5415.018555
	Iteration 306Q: 3 clusters Score -1.03254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -10325398.000000 Penalty: 5415.018555
	Iteration 307Q: 3 clusters Score -1.03254e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -10325392.000000 Penalty: 5415.018555
	Iteration 308Q: 3 clusters Score -1.032539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -10325392.000000 Penalty: 5415.018555
	Iteration 309F: 3 clusters Score -1.032539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43439 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 49573 members 
Mstep: Class 5 contains 41935 members 
Mstep: Class 6 contains 44332 members 
Mstep: Class 7 contains 42555 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44547 members 
Mstep: Class 10 contains 3478 members 
Mstep: Class 11 contains 6052 members 
Mstep: Class 12 contains 46397 members 
Mstep: Class 13 contains 32988 members 
Mstep: Class 14 contains 43550 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 49180 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 44006 members 
Mstep: Class 20 contains 48051 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 46782 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 46375 members 
Mstep: Class 25 contains 47463 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
Score: -126918312.000000 Penalty: 93445.343750
Splitting cluster 15 changes total score from -126917640.000000 to -126918312.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (49180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Entering Unmasked Estep 
Score: -9163640.000000 Penalty: 2679.204102
	Iteration 0F: 2 clusters Score -9163640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -9133958.000000 Penalty: 5358.408203
	Iteration 0F: 3 clusters Score -9133958 nChanged 22813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -9146685.000000 Penalty: 5358.408203
	Iteration 1F: 3 clusters Score -9146685 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -9147465.000000 Penalty: 5358.408203
	Iteration 2Q: 3 clusters Score -9147465 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -9148301.000000 Penalty: 5358.408203
	Iteration 3Q: 3 clusters Score -9148301 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -9149530.000000 Penalty: 5358.408203
	Iteration 4F: 3 clusters Score -9149530 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -9151451.000000 Penalty: 5358.408203
	Iteration 5F: 3 clusters Score -9151451 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -9154334.000000 Penalty: 5358.408203
	Iteration 6F: 3 clusters Score -9154334 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -9157693.000000 Penalty: 5358.408203
	Iteration 7F: 3 clusters Score -9157693 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -9159920.000000 Penalty: 5358.408203
	Iteration 8F: 3 clusters Score -9159920 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -9160969.000000 Penalty: 5358.408203
	Iteration 9Q: 3 clusters Score -9160969 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9161191.000000 Penalty: 5358.408203
	Iteration 10Q: 3 clusters Score -9161191 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9161298.000000 Penalty: 5358.408203
	Iteration 11Q: 3 clusters Score -9161298 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9161367.000000 Penalty: 5358.408203
	Iteration 12Q: 3 clusters Score -9161367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9161387.000000 Penalty: 5358.408203
	Iteration 13Q: 3 clusters Score -9161387 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9161394.000000 Penalty: 5358.408203
	Iteration 14Q: 3 clusters Score -9161394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9161410.000000 Penalty: 5358.408203
	Iteration 15Q: 3 clusters Score -9161410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9161410.000000 Penalty: 5358.408203
	Iteration 16Q: 3 clusters Score -9161410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9161430.000000 Penalty: 5358.408203
	Iteration 17Q: 3 clusters Score -9161430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9161436.000000 Penalty: 5358.408203
	Iteration 18Q: 3 clusters Score -9161436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9161441.000000 Penalty: 5358.408203
	Iteration 19Q: 3 clusters Score -9161441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9161452.000000 Penalty: 5358.408203
	Iteration 20F: 3 clusters Score -9161452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48958 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9161454.000000 Penalty: 5358.408203
	Iteration 21Q: 3 clusters Score -9161454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9161448.000000 Penalty: 5358.408203
	Iteration 22Q: 3 clusters Score -9161448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9161452.000000 Penalty: 5358.408203
	Iteration 23Q: 3 clusters Score -9161452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9161456.000000 Penalty: 5358.408203
	Iteration 24Q: 3 clusters Score -9161456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9161456.000000 Penalty: 5358.408203
	Iteration 25F: 3 clusters Score -9161456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Entering Unmasked Estep 
Score: -540777.062500 Penalty: 1981.411011
	Iteration 0F: 2 clusters Score -540777.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -537502.875000 Penalty: 3962.822021
	Iteration 0F: 3 clusters Score -537502.9 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -538068.687500 Penalty: 3962.822021
	Iteration 1F: 3 clusters Score -538068.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -538204.875000 Penalty: 3962.822021
	Iteration 2F: 3 clusters Score -538204.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -538288.125000 Penalty: 3962.822021
	Iteration 3Q: 3 clusters Score -538288.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -538348.875000 Penalty: 3962.822021
	Iteration 4Q: 3 clusters Score -538348.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -538407.625000 Penalty: 3962.822021
	Iteration 5Q: 3 clusters Score -538407.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -538450.750000 Penalty: 3962.822021
	Iteration 6Q: 3 clusters Score -538450.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -538482.000000 Penalty: 3962.822021
	Iteration 7Q: 3 clusters Score -538482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -538507.937500 Penalty: 3962.822021
	Iteration 8Q: 3 clusters Score -538507.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -538529.562500 Penalty: 3962.822021
	Iteration 9Q: 3 clusters Score -538529.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -538549.750000 Penalty: 3962.822021
	Iteration 10Q: 3 clusters Score -538549.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -538565.500000 Penalty: 3962.822021
	Iteration 11Q: 3 clusters Score -538565.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -538580.000000 Penalty: 3962.822021
	Iteration 12Q: 3 clusters Score -538580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -538595.187500 Penalty: 3962.822021
	Iteration 13Q: 3 clusters Score -538595.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -538602.375000 Penalty: 3962.822021
	Iteration 14Q: 3 clusters Score -538602.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -538611.375000 Penalty: 3962.822021
	Iteration 15Q: 3 clusters Score -538611.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -538617.000000 Penalty: 3962.822021
	Iteration 16Q: 3 clusters Score -538617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -538623.375000 Penalty: 3962.822021
	Iteration 17Q: 3 clusters Score -538623.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -538629.125000 Penalty: 3962.822021
	Iteration 18Q: 3 clusters Score -538629.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -538634.375000 Penalty: 3962.822021
	Iteration 19Q: 3 clusters Score -538634.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -538639.500000 Penalty: 3962.822021
	Iteration 20F: 3 clusters Score -538639.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -538644.250000 Penalty: 3962.822021
	Iteration 21Q: 3 clusters Score -538644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -538648.187500 Penalty: 3962.822021
	Iteration 22Q: 3 clusters Score -538648.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -538649.937500 Penalty: 3962.822021
	Iteration 23Q: 3 clusters Score -538649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -538650.875000 Penalty: 3962.822021
	Iteration 24Q: 3 clusters Score -538650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -538651.625000 Penalty: 3962.822021
	Iteration 25Q: 3 clusters Score -538651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -538653.687500 Penalty: 3962.822021
	Iteration 26Q: 3 clusters Score -538653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -538653.625000 Penalty: 3962.822021
	Iteration 27Q: 3 clusters Score -538653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -538653.625000 Penalty: 3962.822021
	Iteration 28F: 3 clusters Score -538653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -448130.375000 Penalty: 1948.463257
	Iteration 0F: 2 clusters Score -448130.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -445126.343750 Penalty: 3896.926514
	Iteration 0F: 3 clusters Score -445126.3 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -445699.093750 Penalty: 3896.926514
	Iteration 1F: 3 clusters Score -445699.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -445856.281250 Penalty: 3896.926514
	Iteration 2F: 3 clusters Score -445856.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -445956.125000 Penalty: 3896.926514
	Iteration 3F: 3 clusters Score -445956.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -446036.437500 Penalty: 3896.926514
	Iteration 4Q: 3 clusters Score -446036.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -446107.281250 Penalty: 3896.926514
	Iteration 5Q: 3 clusters Score -446107.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -446169.562500 Penalty: 3896.926514
	Iteration 6Q: 3 clusters Score -446169.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -446221.031250 Penalty: 3896.926514
	Iteration 7Q: 3 clusters Score -446221 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -446287.343750 Penalty: 3896.926514
	Iteration 8Q: 3 clusters Score -446287.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -446343.468750 Penalty: 3896.926514
	Iteration 9Q: 3 clusters Score -446343.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -446402.312500 Penalty: 3896.926514
	Iteration 10Q: 3 clusters Score -446402.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -446445.875000 Penalty: 3896.926514
	Iteration 11Q: 3 clusters Score -446445.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -446476.468750 Penalty: 3896.926514
	Iteration 12Q: 3 clusters Score -446476.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -446501.718750 Penalty: 3896.926514
	Iteration 13Q: 3 clusters Score -446501.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -446529.218750 Penalty: 3896.926514
	Iteration 14Q: 3 clusters Score -446529.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -446550.156250 Penalty: 3896.926514
	Iteration 15Q: 3 clusters Score -446550.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -446566.281250 Penalty: 3896.926514
	Iteration 16Q: 3 clusters Score -446566.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -446576.406250 Penalty: 3896.926514
	Iteration 17Q: 3 clusters Score -446576.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -446584.562500 Penalty: 3896.926514
	Iteration 18Q: 3 clusters Score -446584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -446588.375000 Penalty: 3896.926514
	Iteration 19Q: 3 clusters Score -446588.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -446592.781250 Penalty: 3896.926514
	Iteration 20F: 3 clusters Score -446592.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -446596.968750 Penalty: 3896.926514
	Iteration 21Q: 3 clusters Score -446597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -446598.093750 Penalty: 3896.926514
	Iteration 22Q: 3 clusters Score -446598.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -446599.718750 Penalty: 3896.926514
	Iteration 23Q: 3 clusters Score -446599.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -446601.781250 Penalty: 3896.926514
	Iteration 24Q: 3 clusters Score -446601.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -446602.125000 Penalty: 3896.926514
	Iteration 25Q: 3 clusters Score -446602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -446603.468750 Penalty: 3896.926514
	Iteration 26Q: 3 clusters Score -446603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -446605.875000 Penalty: 3896.926514
	Iteration 27Q: 3 clusters Score -446605.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -446608.406250 Penalty: 3896.926514
	Iteration 28Q: 3 clusters Score -446608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -446609.937500 Penalty: 3896.926514
	Iteration 29Q: 3 clusters Score -446609.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -446614.250000 Penalty: 3896.926514
	Iteration 30Q: 3 clusters Score -446614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -446617.437500 Penalty: 3896.926514
	Iteration 31Q: 3 clusters Score -446617.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -446622.312500 Penalty: 3896.926514
	Iteration 32Q: 3 clusters Score -446622.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -446625.062500 Penalty: 3896.926514
	Iteration 33Q: 3 clusters Score -446625.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -446628.781250 Penalty: 3896.926514
	Iteration 34Q: 3 clusters Score -446628.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -446634.687500 Penalty: 3896.926514
	Iteration 35Q: 3 clusters Score -446634.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -446639.375000 Penalty: 3896.926514
	Iteration 36Q: 3 clusters Score -446639.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -446642.968750 Penalty: 3896.926514
	Iteration 37Q: 3 clusters Score -446643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -446645.593750 Penalty: 3896.926514
	Iteration 38Q: 3 clusters Score -446645.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -446648.250000 Penalty: 3896.926514
	Iteration 39Q: 3 clusters Score -446648.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -446649.406250 Penalty: 3896.926514
	Iteration 40F: 3 clusters Score -446649.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -446649.750000 Penalty: 3896.926514
	Iteration 41Q: 3 clusters Score -446649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -446649.875000 Penalty: 3896.926514
	Iteration 42Q: 3 clusters Score -446649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -446650.625000 Penalty: 3896.926514
	Iteration 43Q: 3 clusters Score -446650.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -446650.625000 Penalty: 3896.926514
	Iteration 44F: 3 clusters Score -446650.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (44006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Entering Unmasked Estep 
Score: -8116626.000000 Penalty: 2651.636230
	Iteration 0F: 2 clusters Score -8116626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -8087353.000000 Penalty: 5303.272461
	Iteration 0F: 3 clusters Score -8087353 nChanged 20216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -8098290.000000 Penalty: 5303.272461
	Iteration 1F: 3 clusters Score -8098290 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -8098835.500000 Penalty: 5303.272461
	Iteration 2Q: 3 clusters Score -8098836 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -8099346.500000 Penalty: 5303.272461
	Iteration 3Q: 3 clusters Score -8099346 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -8099897.500000 Penalty: 5303.272461
	Iteration 4Q: 3 clusters Score -8099898 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -8100663.000000 Penalty: 5303.272461
	Iteration 5Q: 3 clusters Score -8100663 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -8101764.500000 Penalty: 5303.272461
	Iteration 6F: 3 clusters Score -8101764 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -8103570.000000 Penalty: 5303.272461
	Iteration 7F: 3 clusters Score -8103570 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -8106201.000000 Penalty: 5303.272461
	Iteration 8F: 3 clusters Score -8106201 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -8109055.500000 Penalty: 5303.272461
	Iteration 9F: 3 clusters Score -8109056 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8111458.000000 Penalty: 5303.272461
	Iteration 10F: 3 clusters Score -8111458 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8113071.500000 Penalty: 5303.272461
	Iteration 11Q: 3 clusters Score -8113072 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8113783.500000 Penalty: 5303.272461
	Iteration 12Q: 3 clusters Score -8113784 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8114061.500000 Penalty: 5303.272461
	Iteration 13Q: 3 clusters Score -8114062 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8114185.000000 Penalty: 5303.272461
	Iteration 14Q: 3 clusters Score -8114185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8114223.500000 Penalty: 5303.272461
	Iteration 15Q: 3 clusters Score -8114224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8114245.500000 Penalty: 5303.272461
	Iteration 16Q: 3 clusters Score -8114246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8114275.000000 Penalty: 5303.272461
	Iteration 17Q: 3 clusters Score -8114275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8114296.000000 Penalty: 5303.272461
	Iteration 18Q: 3 clusters Score -8114296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8114307.000000 Penalty: 5303.272461
	Iteration 19Q: 3 clusters Score -8114307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8114311.500000 Penalty: 5303.272461
	Iteration 20F: 3 clusters Score -8114312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8114315.000000 Penalty: 5303.272461
	Iteration 21Q: 3 clusters Score -8114315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8114314.500000 Penalty: 5303.272461
	Iteration 22Q: 3 clusters Score -8114314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8114318.500000 Penalty: 5303.272461
	Iteration 23Q: 3 clusters Score -8114318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8114318.500000 Penalty: 5303.272461
	Iteration 24F: 3 clusters Score -8114318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Entering Unmasked Estep 
Score: -8893632.000000 Penalty: 2673.444336
	Iteration 0F: 2 clusters Score -8893632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -8864742.000000 Penalty: 5346.888672
	Iteration 0F: 3 clusters Score -8864742 nChanged 21936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -8876823.000000 Penalty: 5346.888672
	Iteration 1F: 3 clusters Score -8876823 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -8877641.000000 Penalty: 5346.888672
	Iteration 2Q: 3 clusters Score -8877641 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -8878833.000000 Penalty: 5346.888672
	Iteration 3F: 3 clusters Score -8878833 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -8880439.000000 Penalty: 5346.888672
	Iteration 4F: 3 clusters Score -8880439 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -8882805.000000 Penalty: 5346.888672
	Iteration 5F: 3 clusters Score -8882805 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -8885697.000000 Penalty: 5346.888672
	Iteration 6F: 3 clusters Score -8885697 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -8888921.000000 Penalty: 5346.888672
	Iteration 7F: 3 clusters Score -8888921 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -8891377.000000 Penalty: 5346.888672
	Iteration 8F: 3 clusters Score -8891377 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -8892492.000000 Penalty: 5346.888672
	Iteration 9Q: 3 clusters Score -8892492 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -8892871.000000 Penalty: 5346.888672
	Iteration 10Q: 3 clusters Score -8892871 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -8893048.000000 Penalty: 5346.888672
	Iteration 11Q: 3 clusters Score -8893048 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -8893181.000000 Penalty: 5346.888672
	Iteration 12Q: 3 clusters Score -8893181 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -8893326.000000 Penalty: 5346.888672
	Iteration 13Q: 3 clusters Score -8893326 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -8893476.000000 Penalty: 5346.888672
	Iteration 14Q: 3 clusters Score -8893476 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -8893582.000000 Penalty: 5346.888672
	Iteration 15Q: 3 clusters Score -8893582 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -8893646.000000 Penalty: 5346.888672
	Iteration 16Q: 3 clusters Score -8893646 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -8893711.000000 Penalty: 5346.888672
	Iteration 17Q: 3 clusters Score -8893711 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -8893728.000000 Penalty: 5346.888672
	Iteration 18Q: 3 clusters Score -8893728 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -8893800.000000 Penalty: 5346.888672
	Iteration 19Q: 3 clusters Score -8893800 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8893813.000000 Penalty: 5346.888672
	Iteration 20F: 3 clusters Score -8893813 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -8893805.000000 Penalty: 5346.888672
	Iteration 21Q: 3 clusters Score -8893805 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8893776.000000 Penalty: 5346.888672
	Iteration 22Q: 3 clusters Score -8893776 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -8893750.000000 Penalty: 5346.888672
	Iteration 23Q: 3 clusters Score -8893750 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -8893613.000000 Penalty: 5346.888672
	Iteration 24Q: 3 clusters Score -8893613 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8893518.000000 Penalty: 5346.888672
	Iteration 25Q: 3 clusters Score -8893518 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8893432.000000 Penalty: 5346.888672
	Iteration 26Q: 3 clusters Score -8893432 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -8893352.000000 Penalty: 5346.888672
	Iteration 27Q: 3 clusters Score -8893352 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -8893246.000000 Penalty: 5346.888672
	Iteration 28Q: 3 clusters Score -8893246 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8893158.000000 Penalty: 5346.888672
	Iteration 29Q: 3 clusters Score -8893158 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8893077.000000 Penalty: 5346.888672
	Iteration 30Q: 3 clusters Score -8893077 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8893008.000000 Penalty: 5346.888672
	Iteration 31Q: 3 clusters Score -8893008 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8892929.000000 Penalty: 5346.888672
	Iteration 32Q: 3 clusters Score -8892929 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8892864.000000 Penalty: 5346.888672
	Iteration 33Q: 3 clusters Score -8892864 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8892814.000000 Penalty: 5346.888672
	Iteration 34Q: 3 clusters Score -8892814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8892743.000000 Penalty: 5346.888672
	Iteration 35Q: 3 clusters Score -8892743 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8892672.000000 Penalty: 5346.888672
	Iteration 36Q: 3 clusters Score -8892672 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8892625.000000 Penalty: 5346.888672
	Iteration 37Q: 3 clusters Score -8892625 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8892613.000000 Penalty: 5346.888672
	Iteration 38Q: 3 clusters Score -8892613 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8892548.000000 Penalty: 5346.888672
	Iteration 39Q: 3 clusters Score -8892548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8892522.000000 Penalty: 5346.888672
	Iteration 40F: 3 clusters Score -8892522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8892499.000000 Penalty: 5346.888672
	Iteration 41Q: 3 clusters Score -8892499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8892473.000000 Penalty: 5346.888672
	Iteration 42Q: 3 clusters Score -8892473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8892466.000000 Penalty: 5346.888672
	Iteration 43Q: 3 clusters Score -8892466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8892450.000000 Penalty: 5346.888672
	Iteration 44Q: 3 clusters Score -8892450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8892445.000000 Penalty: 5346.888672
	Iteration 45Q: 3 clusters Score -8892445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8892434.000000 Penalty: 5346.888672
	Iteration 46Q: 3 clusters Score -8892434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8892432.000000 Penalty: 5346.888672
	Iteration 47Q: 3 clusters Score -8892432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8892429.000000 Penalty: 5346.888672
	Iteration 48Q: 3 clusters Score -8892429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8892409.000000 Penalty: 5346.888672
	Iteration 49Q: 3 clusters Score -8892409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8892416.000000 Penalty: 5346.888672
	Iteration 50Q: 3 clusters Score -8892416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8892409.000000 Penalty: 5346.888672
	Iteration 51Q: 3 clusters Score -8892409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8892406.000000 Penalty: 5346.888672
	Iteration 52Q: 3 clusters Score -8892406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8892401.000000 Penalty: 5346.888672
	Iteration 53Q: 3 clusters Score -8892401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8892398.000000 Penalty: 5346.888672
	Iteration 54Q: 3 clusters Score -8892398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8892385.000000 Penalty: 5346.888672
	Iteration 55Q: 3 clusters Score -8892385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47206 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8892379.000000 Penalty: 5346.888672
	Iteration 56Q: 3 clusters Score -8892379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8892369.000000 Penalty: 5346.888672
	Iteration 57Q: 3 clusters Score -8892369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8892373.000000 Penalty: 5346.888672
	Iteration 58Q: 3 clusters Score -8892373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8892371.000000 Penalty: 5346.888672
	Iteration 59Q: 3 clusters Score -8892371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8892367.000000 Penalty: 5346.888672
	Iteration 60F: 3 clusters Score -8892367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -117382.625000 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -117382.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -115640.523438 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -115640.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -115929.820312 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -115929.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -116024.812500 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -116024.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -116061.195312 Penalty: 3284.217285
	Iteration 3Q: 3 clusters Score -116061.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -116104.265625 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -116104.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -116127.437500 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -116127.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -116156.859375 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -116156.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -116184.585938 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -116184.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -116209.937500 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -116209.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -116235.820312 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -116235.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -116244.718750 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -116244.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -116257.726562 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -116257.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -116269.664062 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -116269.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -116279.898438 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -116279.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -116285.648438 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -116285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -116288.625000 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -116288.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -116295.304688 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -116295.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -116298.304688 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -116298.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -116298.304688 Penalty: 3284.217285
	Iteration 18F: 3 clusters Score -116298.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Entering Unmasked Estep 
Score: -8666777.000000 Penalty: 2666.806885
	Iteration 0F: 2 clusters Score -8666777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -8637321.000000 Penalty: 5333.613770
	Iteration 0F: 3 clusters Score -8637321 nChanged 21724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -8649186.000000 Penalty: 5333.613770
	Iteration 1F: 3 clusters Score -8649186 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -8649681.000000 Penalty: 5333.613770
	Iteration 2Q: 3 clusters Score -8649681 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -8650130.000000 Penalty: 5333.613770
	Iteration 3Q: 3 clusters Score -8650130 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -8650649.000000 Penalty: 5333.613770
	Iteration 4Q: 3 clusters Score -8650649 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -8651338.000000 Penalty: 5333.613770
	Iteration 5Q: 3 clusters Score -8651338 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -8652313.000000 Penalty: 5333.613770
	Iteration 6Q: 3 clusters Score -8652313 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -8653696.000000 Penalty: 5333.613770
	Iteration 7F: 3 clusters Score -8653696 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -8655823.000000 Penalty: 5333.613770
	Iteration 8F: 3 clusters Score -8655823 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -8658777.000000 Penalty: 5333.613770
	Iteration 9F: 3 clusters Score -8658777 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -8661686.000000 Penalty: 5333.613770
	Iteration 10F: 3 clusters Score -8661686 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -8663679.000000 Penalty: 5333.613770
	Iteration 11F: 3 clusters Score -8663679 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8664227.000000 Penalty: 5333.613770
	Iteration 12Q: 3 clusters Score -8664227 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8664368.000000 Penalty: 5333.613770
	Iteration 13Q: 3 clusters Score -8664368 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8664461.000000 Penalty: 5333.613770
	Iteration 14Q: 3 clusters Score -8664461 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8664530.000000 Penalty: 5333.613770
	Iteration 15Q: 3 clusters Score -8664530 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8664561.000000 Penalty: 5333.613770
	Iteration 16Q: 3 clusters Score -8664561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8664577.000000 Penalty: 5333.613770
	Iteration 17Q: 3 clusters Score -8664577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8664586.000000 Penalty: 5333.613770
	Iteration 18Q: 3 clusters Score -8664586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8664602.000000 Penalty: 5333.613770
	Iteration 19Q: 3 clusters Score -8664602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8664605.000000 Penalty: 5333.613770
	Iteration 20F: 3 clusters Score -8664605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8664606.000000 Penalty: 5333.613770
	Iteration 21Q: 3 clusters Score -8664606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8664606.000000 Penalty: 5333.613770
	Iteration 22F: 3 clusters Score -8664606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -78256.218750 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -78256.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -76717.468750 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -76717.47 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76954.882812 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -76954.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -77084.445312 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -77084.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -77181.898438 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -77181.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77261.601562 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -77261.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77325.742188 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -77325.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -77372.070312 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -77372.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -77419.515625 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -77419.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -77463.164062 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -77463.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77502.531250 Penalty: 3145.692383
	Iteration 9Q: 3 clusters Score -77502.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77566.695312 Penalty: 3145.692383
	Iteration 10Q: 3 clusters Score -77566.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77589.179688 Penalty: 3145.692383
	Iteration 11Q: 3 clusters Score -77589.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -77644.179688 Penalty: 3145.692383
	Iteration 12Q: 3 clusters Score -77644.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77656.390625 Penalty: 3145.692383
	Iteration 13Q: 3 clusters Score -77656.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77660.617188 Penalty: 3145.692383
	Iteration 14Q: 3 clusters Score -77660.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -77665.093750 Penalty: 3145.692383
	Iteration 15Q: 3 clusters Score -77665.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77666.335938 Penalty: 3145.692383
	Iteration 16Q: 3 clusters Score -77666.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -77667.367188 Penalty: 3145.692383
	Iteration 17F: 3 clusters Score -77667.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77678.718750 Penalty: 3145.692383
	Iteration 18Q: 3 clusters Score -77678.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -77688.132812 Penalty: 3145.692383
	Iteration 19Q: 3 clusters Score -77688.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -77689.281250 Penalty: 3145.692383
	Iteration 20F: 3 clusters Score -77689.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -77690.632812 Penalty: 3145.692383
	Iteration 21Q: 3 clusters Score -77690.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77696.593750 Penalty: 3145.692383
	Iteration 22Q: 3 clusters Score -77696.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77714.367188 Penalty: 3145.692383
	Iteration 23Q: 3 clusters Score -77714.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77722.335938 Penalty: 3145.692383
	Iteration 24Q: 3 clusters Score -77722.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77722.335938 Penalty: 3145.692383
	Iteration 25F: 3 clusters Score -77722.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Entering Unmasked Estep 
Score: -8614852.000000 Penalty: 2664.639893
	Iteration 0F: 2 clusters Score -8614852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -8585047.000000 Penalty: 5329.279785
	Iteration 0F: 3 clusters Score -8585047 nChanged 21192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -8596479.000000 Penalty: 5329.279785
	Iteration 1F: 3 clusters Score -8596479 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -8596894.000000 Penalty: 5329.279785
	Iteration 2Q: 3 clusters Score -8596894 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -8597230.000000 Penalty: 5329.279785
	Iteration 3Q: 3 clusters Score -8597230 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -8597564.000000 Penalty: 5329.279785
	Iteration 4Q: 3 clusters Score -8597564 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -8597974.000000 Penalty: 5329.279785
	Iteration 5Q: 3 clusters Score -8597974 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -8598554.000000 Penalty: 5329.279785
	Iteration 6Q: 3 clusters Score -8598554 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -8599340.000000 Penalty: 5329.279785
	Iteration 7Q: 3 clusters Score -8599340 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -8600477.000000 Penalty: 5329.279785
	Iteration 8F: 3 clusters Score -8600477 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -8602200.000000 Penalty: 5329.279785
	Iteration 9F: 3 clusters Score -8602200 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -8604355.000000 Penalty: 5329.279785
	Iteration 10F: 3 clusters Score -8604355 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -8606654.000000 Penalty: 5329.279785
	Iteration 11F: 3 clusters Score -8606654 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -8608542.000000 Penalty: 5329.279785
	Iteration 12Q: 3 clusters Score -8608542 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -8609655.000000 Penalty: 5329.279785
	Iteration 13Q: 3 clusters Score -8609655 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -8610111.000000 Penalty: 5329.279785
	Iteration 14Q: 3 clusters Score -8610111 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -8610474.000000 Penalty: 5329.279785
	Iteration 15Q: 3 clusters Score -8610474 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -8610662.000000 Penalty: 5329.279785
	Iteration 16Q: 3 clusters Score -8610662 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -8610900.000000 Penalty: 5329.279785
	Iteration 17Q: 3 clusters Score -8610900 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -8610958.000000 Penalty: 5329.279785
	Iteration 18Q: 3 clusters Score -8610958 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -8611048.000000 Penalty: 5329.279785
	Iteration 19Q: 3 clusters Score -8611048 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -8611139.000000 Penalty: 5329.279785
	Iteration 20F: 3 clusters Score -8611139 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -8611189.000000 Penalty: 5329.279785
	Iteration 21Q: 3 clusters Score -8611189 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -8611180.000000 Penalty: 5329.279785
	Iteration 22Q: 3 clusters Score -8611180 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -8611181.000000 Penalty: 5329.279785
	Iteration 23Q: 3 clusters Score -8611181 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -8611161.000000 Penalty: 5329.279785
	Iteration 24Q: 3 clusters Score -8611161 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -8611141.000000 Penalty: 5329.279785
	Iteration 25Q: 3 clusters Score -8611141 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -8611149.000000 Penalty: 5329.279785
	Iteration 26Q: 3 clusters Score -8611149 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -8611155.000000 Penalty: 5329.279785
	Iteration 27Q: 3 clusters Score -8611155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -8611154.000000 Penalty: 5329.279785
	Iteration 28Q: 3 clusters Score -8611154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -8611155.000000 Penalty: 5329.279785
	Iteration 29Q: 3 clusters Score -8611155 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -8611142.000000 Penalty: 5329.279785
	Iteration 30Q: 3 clusters Score -8611142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -8611140.000000 Penalty: 5329.279785
	Iteration 31Q: 3 clusters Score -8611140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -8611111.000000 Penalty: 5329.279785
	Iteration 32Q: 3 clusters Score -8611111 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -8611108.000000 Penalty: 5329.279785
	Iteration 33Q: 3 clusters Score -8611108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -8611097.000000 Penalty: 5329.279785
	Iteration 34Q: 3 clusters Score -8611097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -8611092.000000 Penalty: 5329.279785
	Iteration 35Q: 3 clusters Score -8611092 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -8611087.000000 Penalty: 5329.279785
	Iteration 36Q: 3 clusters Score -8611087 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -8611070.000000 Penalty: 5329.279785
	Iteration 37Q: 3 clusters Score -8611070 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -8611070.000000 Penalty: 5329.279785
	Iteration 38Q: 3 clusters Score -8611070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -8611076.000000 Penalty: 5329.279785
	Iteration 39Q: 3 clusters Score -8611076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -8611052.000000 Penalty: 5329.279785
	Iteration 40F: 3 clusters Score -8611052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -8611041.000000 Penalty: 5329.279785
	Iteration 41Q: 3 clusters Score -8611041 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -8611033.000000 Penalty: 5329.279785
	Iteration 42Q: 3 clusters Score -8611033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -8611032.000000 Penalty: 5329.279785
	Iteration 43Q: 3 clusters Score -8611032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -8611023.000000 Penalty: 5329.279785
	Iteration 44Q: 3 clusters Score -8611023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -8611032.000000 Penalty: 5329.279785
	Iteration 45Q: 3 clusters Score -8611032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -8611030.000000 Penalty: 5329.279785
	Iteration 46Q: 3 clusters Score -8611030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -8611031.000000 Penalty: 5329.279785
	Iteration 47Q: 3 clusters Score -8611031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -8611035.000000 Penalty: 5329.279785
	Iteration 48Q: 3 clusters Score -8611035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -8611019.000000 Penalty: 5329.279785
	Iteration 49Q: 3 clusters Score -8611019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -8611019.000000 Penalty: 5329.279785
	Iteration 50Q: 3 clusters Score -8611019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -8611024.000000 Penalty: 5329.279785
	Iteration 51Q: 3 clusters Score -8611024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -8611012.000000 Penalty: 5329.279785
	Iteration 52Q: 3 clusters Score -8611012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -8611014.000000 Penalty: 5329.279785
	Iteration 53Q: 3 clusters Score -8611014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -8610994.000000 Penalty: 5329.279785
	Iteration 54Q: 3 clusters Score -8610994 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -8610987.000000 Penalty: 5329.279785
	Iteration 55Q: 3 clusters Score -8610987 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -8610994.000000 Penalty: 5329.279785
	Iteration 56Q: 3 clusters Score -8610994 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -8610986.000000 Penalty: 5329.279785
	Iteration 57Q: 3 clusters Score -8610986 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -8610973.000000 Penalty: 5329.279785
	Iteration 58Q: 3 clusters Score -8610973 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -8610956.000000 Penalty: 5329.279785
	Iteration 59Q: 3 clusters Score -8610956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -8610945.000000 Penalty: 5329.279785
	Iteration 60F: 3 clusters Score -8610945 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -8610950.000000 Penalty: 5329.279785
	Iteration 61Q: 3 clusters Score -8610950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -8610926.000000 Penalty: 5329.279785
	Iteration 62Q: 3 clusters Score -8610926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -8610928.000000 Penalty: 5329.279785
	Iteration 63Q: 3 clusters Score -8610928 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -8610929.000000 Penalty: 5329.279785
	Iteration 64Q: 3 clusters Score -8610929 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -8610934.000000 Penalty: 5329.279785
	Iteration 65Q: 3 clusters Score -8610934 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -8610923.000000 Penalty: 5329.279785
	Iteration 66Q: 3 clusters Score -8610923 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -8610945.000000 Penalty: 5329.279785
	Iteration 67Q: 3 clusters Score -8610945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -8610950.000000 Penalty: 5329.279785
	Iteration 68Q: 3 clusters Score -8610950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -8610955.000000 Penalty: 5329.279785
	Iteration 69Q: 3 clusters Score -8610955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -8610955.000000 Penalty: 5329.279785
	Iteration 70Q: 3 clusters Score -8610955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -8610953.000000 Penalty: 5329.279785
	Iteration 71Q: 3 clusters Score -8610953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -8610948.000000 Penalty: 5329.279785
	Iteration 72Q: 3 clusters Score -8610948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -8610963.000000 Penalty: 5329.279785
	Iteration 73Q: 3 clusters Score -8610963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -8610956.000000 Penalty: 5329.279785
	Iteration 74Q: 3 clusters Score -8610956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -8610954.000000 Penalty: 5329.279785
	Iteration 75Q: 3 clusters Score -8610954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -8610953.000000 Penalty: 5329.279785
	Iteration 76Q: 3 clusters Score -8610953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -8610945.000000 Penalty: 5329.279785
	Iteration 77Q: 3 clusters Score -8610945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -8610957.000000 Penalty: 5329.279785
	Iteration 78Q: 3 clusters Score -8610957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -8610945.000000 Penalty: 5329.279785
	Iteration 79Q: 3 clusters Score -8610945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -8610946.000000 Penalty: 5329.279785
	Iteration 80F: 3 clusters Score -8610946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -8610938.000000 Penalty: 5329.279785
	Iteration 81Q: 3 clusters Score -8610938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -8610935.000000 Penalty: 5329.279785
	Iteration 82Q: 3 clusters Score -8610935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -8610928.000000 Penalty: 5329.279785
	Iteration 83Q: 3 clusters Score -8610928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -8610929.000000 Penalty: 5329.279785
	Iteration 84Q: 3 clusters Score -8610929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -8610909.000000 Penalty: 5329.279785
	Iteration 85Q: 3 clusters Score -8610909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -8610898.000000 Penalty: 5329.279785
	Iteration 86Q: 3 clusters Score -8610898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -8610884.000000 Penalty: 5329.279785
	Iteration 87Q: 3 clusters Score -8610884 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -8610892.000000 Penalty: 5329.279785
	Iteration 88Q: 3 clusters Score -8610892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -8610894.000000 Penalty: 5329.279785
	Iteration 89Q: 3 clusters Score -8610894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -8610884.000000 Penalty: 5329.279785
	Iteration 90Q: 3 clusters Score -8610884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -8610859.000000 Penalty: 5329.279785
	Iteration 91Q: 3 clusters Score -8610859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -8610839.000000 Penalty: 5329.279785
	Iteration 92Q: 3 clusters Score -8610839 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -8610863.000000 Penalty: 5329.279785
	Iteration 93Q: 3 clusters Score -8610863 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -8610874.000000 Penalty: 5329.279785
	Iteration 94Q: 3 clusters Score -8610874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -8610844.000000 Penalty: 5329.279785
	Iteration 95Q: 3 clusters Score -8610844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -8610838.000000 Penalty: 5329.279785
	Iteration 96Q: 3 clusters Score -8610838 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -8610832.000000 Penalty: 5329.279785
	Iteration 97Q: 3 clusters Score -8610832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -8610835.000000 Penalty: 5329.279785
	Iteration 98Q: 3 clusters Score -8610835 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -8610813.000000 Penalty: 5329.279785
	Iteration 99Q: 3 clusters Score -8610813 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -8610828.000000 Penalty: 5329.279785
	Iteration 100F: 3 clusters Score -8610828 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -8610816.000000 Penalty: 5329.279785
	Iteration 101Q: 3 clusters Score -8610816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -8610808.000000 Penalty: 5329.279785
	Iteration 102Q: 3 clusters Score -8610808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -8610806.000000 Penalty: 5329.279785
	Iteration 103Q: 3 clusters Score -8610806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -8610809.000000 Penalty: 5329.279785
	Iteration 104Q: 3 clusters Score -8610809 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -8610817.000000 Penalty: 5329.279785
	Iteration 105Q: 3 clusters Score -8610817 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -8610813.000000 Penalty: 5329.279785
	Iteration 106Q: 3 clusters Score -8610813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -8610803.000000 Penalty: 5329.279785
	Iteration 107Q: 3 clusters Score -8610803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32074 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -8610798.000000 Penalty: 5329.279785
	Iteration 108Q: 3 clusters Score -8610798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -8610788.000000 Penalty: 5329.279785
	Iteration 109Q: 3 clusters Score -8610788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -8610801.000000 Penalty: 5329.279785
	Iteration 110Q: 3 clusters Score -8610801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -8610805.000000 Penalty: 5329.279785
	Iteration 111Q: 3 clusters Score -8610805 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -8610810.000000 Penalty: 5329.279785
	Iteration 112Q: 3 clusters Score -8610810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -8610804.000000 Penalty: 5329.279785
	Iteration 113Q: 3 clusters Score -8610804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -8610796.000000 Penalty: 5329.279785
	Iteration 114Q: 3 clusters Score -8610796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -8610806.000000 Penalty: 5329.279785
	Iteration 115Q: 3 clusters Score -8610806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -8610804.000000 Penalty: 5329.279785
	Iteration 116Q: 3 clusters Score -8610804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -8610782.000000 Penalty: 5329.279785
	Iteration 117Q: 3 clusters Score -8610782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -8610776.000000 Penalty: 5329.279785
	Iteration 118Q: 3 clusters Score -8610776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -8610786.000000 Penalty: 5329.279785
	Iteration 119Q: 3 clusters Score -8610786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -8610782.000000 Penalty: 5329.279785
	Iteration 120F: 3 clusters Score -8610782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -8610765.000000 Penalty: 5329.279785
	Iteration 121Q: 3 clusters Score -8610765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -8610760.000000 Penalty: 5329.279785
	Iteration 122Q: 3 clusters Score -8610760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -8610764.000000 Penalty: 5329.279785
	Iteration 123Q: 3 clusters Score -8610764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -8610761.000000 Penalty: 5329.279785
	Iteration 124Q: 3 clusters Score -8610761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -8610769.000000 Penalty: 5329.279785
	Iteration 125Q: 3 clusters Score -8610769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -8610768.000000 Penalty: 5329.279785
	Iteration 126Q: 3 clusters Score -8610768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -8610771.000000 Penalty: 5329.279785
	Iteration 127Q: 3 clusters Score -8610771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -8610768.000000 Penalty: 5329.279785
	Iteration 128Q: 3 clusters Score -8610768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -8610771.000000 Penalty: 5329.279785
	Iteration 129Q: 3 clusters Score -8610771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -8610775.000000 Penalty: 5329.279785
	Iteration 130Q: 3 clusters Score -8610775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -8610770.000000 Penalty: 5329.279785
	Iteration 131Q: 3 clusters Score -8610770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -8610776.000000 Penalty: 5329.279785
	Iteration 132Q: 3 clusters Score -8610776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -8610774.000000 Penalty: 5329.279785
	Iteration 133Q: 3 clusters Score -8610774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -8610771.000000 Penalty: 5329.279785
	Iteration 134Q: 3 clusters Score -8610771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -8610778.000000 Penalty: 5329.279785
	Iteration 135Q: 3 clusters Score -8610778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -8610767.000000 Penalty: 5329.279785
	Iteration 136Q: 3 clusters Score -8610767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -8610764.000000 Penalty: 5329.279785
	Iteration 137Q: 3 clusters Score -8610764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -8610752.000000 Penalty: 5329.279785
	Iteration 138Q: 3 clusters Score -8610752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -8610760.000000 Penalty: 5329.279785
	Iteration 139Q: 3 clusters Score -8610760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -8610764.000000 Penalty: 5329.279785
	Iteration 140F: 3 clusters Score -8610764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -8610759.000000 Penalty: 5329.279785
	Iteration 141Q: 3 clusters Score -8610759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -8610756.000000 Penalty: 5329.279785
	Iteration 142Q: 3 clusters Score -8610756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -8610753.000000 Penalty: 5329.279785
	Iteration 143Q: 3 clusters Score -8610753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -8610753.000000 Penalty: 5329.279785
	Iteration 144Q: 3 clusters Score -8610753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -8610735.000000 Penalty: 5329.279785
	Iteration 145Q: 3 clusters Score -8610735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -8610740.000000 Penalty: 5329.279785
	Iteration 146Q: 3 clusters Score -8610740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -8610740.000000 Penalty: 5329.279785
	Iteration 147Q: 3 clusters Score -8610740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -8610739.000000 Penalty: 5329.279785
	Iteration 148Q: 3 clusters Score -8610739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -8610736.000000 Penalty: 5329.279785
	Iteration 149Q: 3 clusters Score -8610736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -8610740.000000 Penalty: 5329.279785
	Iteration 150Q: 3 clusters Score -8610740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -8610740.000000 Penalty: 5329.279785
	Iteration 151F: 3 clusters Score -8610740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -138307.625000 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -138307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -136509.515625 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -136509.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -136788.750000 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -136788.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -136900.468750 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -136900.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -136967.218750 Penalty: 3333.827148
	Iteration 3Q: 3 clusters Score -136967.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -137014.937500 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -137014.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -137040.218750 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -137040.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -137069.234375 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -137069.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -137086.125000 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -137086.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -137105.515625 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -137105.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -137120.734375 Penalty: 3333.827148
	Iteration 9Q: 3 clusters Score -137120.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -137132.812500 Penalty: 3333.827148
	Iteration 10Q: 3 clusters Score -137132.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -137144.500000 Penalty: 3333.827148
	Iteration 11Q: 3 clusters Score -137144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -137154.875000 Penalty: 3333.827148
	Iteration 12Q: 3 clusters Score -137154.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -137162.500000 Penalty: 3333.827148
	Iteration 13Q: 3 clusters Score -137162.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -137174.000000 Penalty: 3333.827148
	Iteration 14Q: 3 clusters Score -137174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -137189.109375 Penalty: 3333.827148
	Iteration 15Q: 3 clusters Score -137189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -137199.453125 Penalty: 3333.827148
	Iteration 16Q: 3 clusters Score -137199.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -137211.578125 Penalty: 3333.827148
	Iteration 17Q: 3 clusters Score -137211.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -137219.250000 Penalty: 3333.827148
	Iteration 18Q: 3 clusters Score -137219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -137230.062500 Penalty: 3333.827148
	Iteration 19Q: 3 clusters Score -137230.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -137234.015625 Penalty: 3333.827148
	Iteration 20F: 3 clusters Score -137234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -137236.531250 Penalty: 3333.827148
	Iteration 21Q: 3 clusters Score -137236.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -137237.406250 Penalty: 3333.827148
	Iteration 22Q: 3 clusters Score -137237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -137238.906250 Penalty: 3333.827148
	Iteration 23Q: 3 clusters Score -137238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -137241.984375 Penalty: 3333.827148
	Iteration 24Q: 3 clusters Score -137242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -137261.828125 Penalty: 3333.827148
	Iteration 25Q: 3 clusters Score -137261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -137276.093750 Penalty: 3333.827148
	Iteration 26Q: 3 clusters Score -137276.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -137285.218750 Penalty: 3333.827148
	Iteration 27Q: 3 clusters Score -137285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -137288.031250 Penalty: 3333.827148
	Iteration 28Q: 3 clusters Score -137288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -137290.781250 Penalty: 3333.827148
	Iteration 29Q: 3 clusters Score -137290.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -137292.843750 Penalty: 3333.827148
	Iteration 30Q: 3 clusters Score -137292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -137292.843750 Penalty: 3333.827148
	Iteration 31F: 3 clusters Score -137292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -57710.085938 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -57710.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56302.890625 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -56302.89 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -56531.230469 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -56531.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -56651.546875 Penalty: 2998.322754
	Iteration 2F: 3 clusters Score -56651.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56734.718750 Penalty: 2998.322754
	Iteration 3F: 3 clusters Score -56734.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56785.929688 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -56785.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -56815.902344 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -56815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -56841.117188 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -56841.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56843.628906 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -56843.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56860.511719 Penalty: 2998.322754
	Iteration 8Q: 3 clusters Score -56860.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56908.781250 Penalty: 2998.322754
	Iteration 9Q: 3 clusters Score -56908.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56961.691406 Penalty: 2998.322754
	Iteration 10Q: 3 clusters Score -56961.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56965.539062 Penalty: 2998.322754
	Iteration 11Q: 3 clusters Score -56965.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -56967.394531 Penalty: 2998.322754
	Iteration 12Q: 3 clusters Score -56967.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -56967.394531 Penalty: 2998.322754
	Iteration 13F: 3 clusters Score -56967.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -57697.386719 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -57697.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -56426.191406 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -56426.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56593.828125 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -56593.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -56713.492188 Penalty: 2906.950195
	Iteration 2F: 3 clusters Score -56713.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56827.304688 Penalty: 2906.950195
	Iteration 3F: 3 clusters Score -56827.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -56916.238281 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -56916.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -57041.746094 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -57041.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -57173.832031 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -57173.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -57199.335938 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -57199.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57206.156250 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -57206.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -57210.632812 Penalty: 2906.950195
	Iteration 9F: 3 clusters Score -57210.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -57224.441406 Penalty: 2906.950195
	Iteration 10Q: 3 clusters Score -57224.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57233.058594 Penalty: 2906.950195
	Iteration 11Q: 3 clusters Score -57233.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57233.058594 Penalty: 2906.950195
	Iteration 12F: 3 clusters Score -57233.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43439 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 49573 members 
Mstep: Class 5 contains 41935 members 
Mstep: Class 6 contains 44332 members 
Mstep: Class 7 contains 42555 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44547 members 
Mstep: Class 10 contains 3478 members 
Mstep: Class 11 contains 6052 members 
Mstep: Class 12 contains 46397 members 
Mstep: Class 13 contains 32988 members 
Mstep: Class 14 contains 43550 members 
Mstep: Class 15 contains 7663 members 
Mstep: Class 16 contains 49180 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 44006 members 
Mstep: Class 20 contains 48051 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 46782 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 46375 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920184.000000 Penalty: 93445.343750
Iteration 439Q: 29 clusters Score -1.269202e+08 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43582 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 49613 members 
Mstep: Class 5 contains 41971 members 
Mstep: Class 6 contains 44320 members 
Mstep: Class 7 contains 42562 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44564 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 5990 members 
Mstep: Class 12 contains 46779 members 
Mstep: Class 13 contains 32978 members 
Mstep: Class 14 contains 43544 members 
Mstep: Class 15 contains 9218 members 
Mstep: Class 16 contains 49106 members 
Mstep: Class 17 contains 2949 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 43974 members 
Mstep: Class 20 contains 48068 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 46810 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 46325 members 
Mstep: Class 25 contains 45484 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922496.000000 Penalty: 93445.343750
Iteration 440F: 29 clusters Score -1.269225e+08 nChanged 6421
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43412 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 49229 members 
Mstep: Class 5 contains 41799 members 
Mstep: Class 6 contains 44244 members 
Mstep: Class 7 contains 42199 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44491 members 
Mstep: Class 10 contains 3476 members 
Mstep: Class 11 contains 5915 members 
Mstep: Class 12 contains 46847 members 
Mstep: Class 13 contains 32959 members 
Mstep: Class 14 contains 43425 members 
Mstep: Class 15 contains 10447 members 
Mstep: Class 16 contains 48627 members 
Mstep: Class 17 contains 2945 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 43984 members 
Mstep: Class 20 contains 47801 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 46355 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 46267 members 
Mstep: Class 25 contains 46891 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923568.000000 Penalty: 93445.343750
Iteration 441Q: 29 clusters Score -1.269236e+08 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43199 members 
Mstep: Class 3 contains 1084 members 
Mstep: Class 4 contains 49007 members 
Mstep: Class 5 contains 41671 members 
Mstep: Class 6 contains 44173 members 
Mstep: Class 7 contains 41962 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44434 members 
Mstep: Class 10 contains 3473 members 
Mstep: Class 11 contains 5826 members 
Mstep: Class 12 contains 46873 members 
Mstep: Class 13 contains 32937 members 
Mstep: Class 14 contains 43295 members 
Mstep: Class 15 contains 11793 members 
Mstep: Class 16 contains 48483 members 
Mstep: Class 17 contains 2948 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 43933 members 
Mstep: Class 20 contains 47639 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 46035 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 46135 members 
Mstep: Class 25 contains 47495 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924264.000000 Penalty: 93445.343750
Iteration 442Q: 29 clusters Score -1.269243e+08 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43003 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 48892 members 
Mstep: Class 5 contains 41555 members 
Mstep: Class 6 contains 44108 members 
Mstep: Class 7 contains 41851 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44327 members 
Mstep: Class 10 contains 3480 members 
Mstep: Class 11 contains 5737 members 
Mstep: Class 12 contains 46802 members 
Mstep: Class 13 contains 32928 members 
Mstep: Class 14 contains 43146 members 
Mstep: Class 15 contains 13209 members 
Mstep: Class 16 contains 48429 members 
Mstep: Class 17 contains 2946 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 43840 members 
Mstep: Class 20 contains 47561 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45844 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45968 members 
Mstep: Class 25 contains 47686 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924456.000000 Penalty: 93445.343750
Iteration 443Q: 29 clusters Score -1.269245e+08 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42826 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 48706 members 
Mstep: Class 5 contains 41468 members 
Mstep: Class 6 contains 44048 members 
Mstep: Class 7 contains 41722 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44217 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 5661 members 
Mstep: Class 12 contains 46701 members 
Mstep: Class 13 contains 32922 members 
Mstep: Class 14 contains 43034 members 
Mstep: Class 15 contains 14797 members 
Mstep: Class 16 contains 48366 members 
Mstep: Class 17 contains 2946 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 43852 members 
Mstep: Class 20 contains 47450 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45665 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45836 members 
Mstep: Class 25 contains 47616 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924720.000000 Penalty: 93445.343750
Iteration 444Q: 29 clusters Score -1.269247e+08 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42672 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 48477 members 
Mstep: Class 5 contains 41388 members 
Mstep: Class 6 contains 43984 members 
Mstep: Class 7 contains 41602 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44146 members 
Mstep: Class 10 contains 3487 members 
Mstep: Class 11 contains 5584 members 
Mstep: Class 12 contains 46608 members 
Mstep: Class 13 contains 32915 members 
Mstep: Class 14 contains 42926 members 
Mstep: Class 15 contains 16464 members 
Mstep: Class 16 contains 48284 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 43841 members 
Mstep: Class 20 contains 47350 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45539 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45637 members 
Mstep: Class 25 contains 47467 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925976.000000 Penalty: 93445.343750
Iteration 445Q: 29 clusters Score -1.26926e+08 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42542 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 48216 members 
Mstep: Class 5 contains 41271 members 
Mstep: Class 6 contains 43906 members 
Mstep: Class 7 contains 41531 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 44066 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 5496 members 
Mstep: Class 12 contains 46465 members 
Mstep: Class 13 contains 32906 members 
Mstep: Class 14 contains 42770 members 
Mstep: Class 15 contains 18284 members 
Mstep: Class 16 contains 48085 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 43852 members 
Mstep: Class 20 contains 47274 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45412 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45542 members 
Mstep: Class 25 contains 47261 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927064.000000 Penalty: 93445.343750
Iteration 446Q: 29 clusters Score -1.269271e+08 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42367 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 47966 members 
Mstep: Class 5 contains 41150 members 
Mstep: Class 6 contains 43828 members 
Mstep: Class 7 contains 41507 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 43966 members 
Mstep: Class 10 contains 3493 members 
Mstep: Class 11 contains 5403 members 
Mstep: Class 12 contains 46301 members 
Mstep: Class 13 contains 32891 members 
Mstep: Class 14 contains 42605 members 
Mstep: Class 15 contains 20287 members 
Mstep: Class 16 contains 47841 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 43897 members 
Mstep: Class 20 contains 47193 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45279 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45455 members 
Mstep: Class 25 contains 46926 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928536.000000 Penalty: 93445.343750
Iteration 447Q: 29 clusters Score -1.269285e+08 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42209 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 47653 members 
Mstep: Class 5 contains 40995 members 
Mstep: Class 6 contains 43761 members 
Mstep: Class 7 contains 41438 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 43864 members 
Mstep: Class 10 contains 3492 members 
Mstep: Class 11 contains 5316 members 
Mstep: Class 12 contains 46142 members 
Mstep: Class 13 contains 32870 members 
Mstep: Class 14 contains 42468 members 
Mstep: Class 15 contains 22428 members 
Mstep: Class 16 contains 47571 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 43925 members 
Mstep: Class 20 contains 47088 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45154 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45353 members 
Mstep: Class 25 contains 46619 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929472.000000 Penalty: 93445.343750
Iteration 448Q: 29 clusters Score -1.269295e+08 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 42075 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 47272 members 
Mstep: Class 5 contains 40818 members 
Mstep: Class 6 contains 43673 members 
Mstep: Class 7 contains 41328 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 43755 members 
Mstep: Class 10 contains 3488 members 
Mstep: Class 11 contains 5209 members 
Mstep: Class 12 contains 45918 members 
Mstep: Class 13 contains 32859 members 
Mstep: Class 14 contains 42360 members 
Mstep: Class 15 contains 24680 members 
Mstep: Class 16 contains 47254 members 
Mstep: Class 17 contains 2971 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 43929 members 
Mstep: Class 20 contains 46985 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45079 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45283 members 
Mstep: Class 25 contains 46377 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930848.000000 Penalty: 93445.343750
Iteration 449Q: 29 clusters Score -1.269308e+08 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41950 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 46831 members 
Mstep: Class 5 contains 40588 members 
Mstep: Class 6 contains 43640 members 
Mstep: Class 7 contains 41230 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 43621 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 5106 members 
Mstep: Class 12 contains 45729 members 
Mstep: Class 13 contains 32840 members 
Mstep: Class 14 contains 42245 members 
Mstep: Class 15 contains 26943 members 
Mstep: Class 16 contains 46873 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 43935 members 
Mstep: Class 20 contains 46871 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45077 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45212 members 
Mstep: Class 25 contains 46169 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931480.000000 Penalty: 93445.343750
Iteration 450Q: 29 clusters Score -1.269315e+08 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41850 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 46373 members 
Mstep: Class 5 contains 40327 members 
Mstep: Class 6 contains 43608 members 
Mstep: Class 7 contains 41150 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 43518 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 4994 members 
Mstep: Class 12 contains 45524 members 
Mstep: Class 13 contains 32816 members 
Mstep: Class 14 contains 42094 members 
Mstep: Class 15 contains 29333 members 
Mstep: Class 16 contains 46410 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 43965 members 
Mstep: Class 20 contains 46782 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45078 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45105 members 
Mstep: Class 25 contains 45940 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932408.000000 Penalty: 93445.343750
Iteration 451Q: 29 clusters Score -1.269324e+08 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41756 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 45919 members 
Mstep: Class 5 contains 40059 members 
Mstep: Class 6 contains 43563 members 
Mstep: Class 7 contains 41043 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 43421 members 
Mstep: Class 10 contains 3484 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 45344 members 
Mstep: Class 13 contains 32801 members 
Mstep: Class 14 contains 41941 members 
Mstep: Class 15 contains 31787 members 
Mstep: Class 16 contains 45952 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 43955 members 
Mstep: Class 20 contains 46628 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45072 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44997 members 
Mstep: Class 25 contains 45735 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933736.000000 Penalty: 93445.343750
Iteration 452Q: 29 clusters Score -1.269337e+08 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41692 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 4 contains 45451 members 
Mstep: Class 5 contains 39811 members 
Mstep: Class 6 contains 43502 members 
Mstep: Class 7 contains 40918 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 43337 members 
Mstep: Class 10 contains 3485 members 
Mstep: Class 11 contains 4779 members 
Mstep: Class 12 contains 45160 members 
Mstep: Class 13 contains 32783 members 
Mstep: Class 14 contains 41798 members 
Mstep: Class 15 contains 34150 members 
Mstep: Class 16 contains 45531 members 
Mstep: Class 17 contains 2970 members 
Mstep: Class 18 contains 2586 members 
Mstep: Class 19 contains 43969 members 
Mstep: Class 20 contains 46542 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45077 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44907 members 
Mstep: Class 25 contains 45451 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934928.000000 Penalty: 93445.343750
Iteration 453Q: 29 clusters Score -1.269349e+08 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41584 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 45038 members 
Mstep: Class 5 contains 39559 members 
Mstep: Class 6 contains 43461 members 
Mstep: Class 7 contains 40774 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 43278 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 45007 members 
Mstep: Class 13 contains 32745 members 
Mstep: Class 14 contains 41679 members 
Mstep: Class 15 contains 36444 members 
Mstep: Class 16 contains 45221 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 43963 members 
Mstep: Class 20 contains 46400 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45024 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44891 members 
Mstep: Class 25 contains 45120 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935448.000000 Penalty: 93445.343750
Iteration 454Q: 29 clusters Score -1.269354e+08 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41502 members 
Mstep: Class 3 contains 1080 members 
Mstep: Class 4 contains 44663 members 
Mstep: Class 5 contains 39354 members 
Mstep: Class 6 contains 43398 members 
Mstep: Class 7 contains 40598 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 43205 members 
Mstep: Class 10 contains 3474 members 
Mstep: Class 11 contains 4538 members 
Mstep: Class 12 contains 44825 members 
Mstep: Class 13 contains 32715 members 
Mstep: Class 14 contains 41633 members 
Mstep: Class 15 contains 38685 members 
Mstep: Class 16 contains 44908 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 44002 members 
Mstep: Class 20 contains 46242 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 44989 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44848 members 
Mstep: Class 25 contains 44768 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936392.000000 Penalty: 93445.343750
Iteration 455Q: 29 clusters Score -1.269364e+08 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41364 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 44333 members 
Mstep: Class 5 contains 39124 members 
Mstep: Class 6 contains 43329 members 
Mstep: Class 7 contains 40401 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 43142 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 4414 members 
Mstep: Class 12 contains 44727 members 
Mstep: Class 13 contains 32680 members 
Mstep: Class 14 contains 41568 members 
Mstep: Class 15 contains 40868 members 
Mstep: Class 16 contains 44641 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 2584 members 
Mstep: Class 19 contains 43981 members 
Mstep: Class 20 contains 46031 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 44965 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44916 members 
Mstep: Class 25 contains 44385 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937880.000000 Penalty: 93445.343750
Iteration 456Q: 29 clusters Score -1.269379e+08 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41253 members 
Mstep: Class 3 contains 1082 members 
Mstep: Class 4 contains 44075 members 
Mstep: Class 5 contains 38902 members 
Mstep: Class 6 contains 43276 members 
Mstep: Class 7 contains 40181 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 43062 members 
Mstep: Class 10 contains 3469 members 
Mstep: Class 11 contains 4284 members 
Mstep: Class 12 contains 44582 members 
Mstep: Class 13 contains 32647 members 
Mstep: Class 14 contains 41491 members 
Mstep: Class 15 contains 42965 members 
Mstep: Class 16 contains 44380 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 44021 members 
Mstep: Class 20 contains 45861 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 44945 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44932 members 
Mstep: Class 25 contains 44018 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938760.000000 Penalty: 93445.343750
Iteration 457Q: 29 clusters Score -1.269388e+08 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41150 members 
Mstep: Class 3 contains 1083 members 
Mstep: Class 4 contains 43379 members 
Mstep: Class 5 contains 38711 members 
Mstep: Class 6 contains 43253 members 
Mstep: Class 7 contains 39939 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 42954 members 
Mstep: Class 10 contains 3461 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 44478 members 
Mstep: Class 13 contains 32626 members 
Mstep: Class 14 contains 41435 members 
Mstep: Class 15 contains 45474 members 
Mstep: Class 16 contains 44079 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 44099 members 
Mstep: Class 20 contains 45706 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45012 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44998 members 
Mstep: Class 25 contains 43446 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939360.000000 Penalty: 93445.343750
Iteration 458Q: 29 clusters Score -1.269394e+08 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41063 members 
Mstep: Class 3 contains 1081 members 
Mstep: Class 4 contains 42337 members 
Mstep: Class 5 contains 38584 members 
Mstep: Class 6 contains 43238 members 
Mstep: Class 7 contains 39694 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 42868 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 3989 members 
Mstep: Class 12 contains 44423 members 
Mstep: Class 13 contains 32627 members 
Mstep: Class 14 contains 41386 members 
Mstep: Class 15 contains 47914 members 
Mstep: Class 16 contains 43862 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 2583 members 
Mstep: Class 19 contains 44094 members 
Mstep: Class 20 contains 45728 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45025 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45102 members 
Mstep: Class 25 contains 42946 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938864.000000 Penalty: 93445.343750
Iteration 459Q: 29 clusters Score -1.269389e+08 nChanged 9827
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41027 members 
Mstep: Class 3 contains 1079 members 
Mstep: Class 4 contains 41341 members 
Mstep: Class 5 contains 38520 members 
Mstep: Class 6 contains 43231 members 
Mstep: Class 7 contains 39595 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 42709 members 
Mstep: Class 10 contains 3460 members 
Mstep: Class 11 contains 3827 members 
Mstep: Class 12 contains 44366 members 
Mstep: Class 13 contains 32628 members 
Mstep: Class 14 contains 41427 members 
Mstep: Class 15 contains 49284 members 
Mstep: Class 16 contains 43996 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 2581 members 
Mstep: Class 19 contains 44049 members 
Mstep: Class 20 contains 45863 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 45040 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45293 members 
Mstep: Class 25 contains 42682 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938376.000000 Penalty: 93445.343750
Iteration 460F: 29 clusters Score -1.269384e+08 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40939 members 
Mstep: Class 3 contains 1078 members 
Mstep: Class 4 contains 40489 members 
Mstep: Class 5 contains 38364 members 
Mstep: Class 6 contains 43282 members 
Mstep: Class 7 contains 39467 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 42558 members 
Mstep: Class 10 contains 3455 members 
Mstep: Class 11 contains 3645 members 
Mstep: Class 12 contains 44257 members 
Mstep: Class 13 contains 32622 members 
Mstep: Class 14 contains 41405 members 
Mstep: Class 15 contains 51647 members 
Mstep: Class 16 contains 43839 members 
Mstep: Class 17 contains 2985 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 44019 members 
Mstep: Class 20 contains 45960 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 44952 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45368 members 
Mstep: Class 25 contains 42067 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937168.000000 Penalty: 93445.343750
Iteration 461Q: 29 clusters Score -1.269372e+08 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40931 members 
Mstep: Class 3 contains 1077 members 
Mstep: Class 4 contains 39908 members 
Mstep: Class 5 contains 38191 members 
Mstep: Class 6 contains 43329 members 
Mstep: Class 7 contains 39371 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 42404 members 
Mstep: Class 10 contains 3450 members 
Mstep: Class 11 contains 3454 members 
Mstep: Class 12 contains 44178 members 
Mstep: Class 13 contains 32607 members 
Mstep: Class 14 contains 41308 members 
Mstep: Class 15 contains 52804 members 
Mstep: Class 16 contains 43901 members 
Mstep: Class 17 contains 2987 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 43936 members 
Mstep: Class 20 contains 46111 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 44946 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45440 members 
Mstep: Class 25 contains 42065 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937312.000000 Penalty: 93445.343750
Iteration 462Q: 29 clusters Score -1.269373e+08 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40903 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 39868 members 
Mstep: Class 5 contains 38046 members 
Mstep: Class 6 contains 43354 members 
Mstep: Class 7 contains 39328 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 42225 members 
Mstep: Class 10 contains 3445 members 
Mstep: Class 11 contains 3259 members 
Mstep: Class 12 contains 44137 members 
Mstep: Class 13 contains 32600 members 
Mstep: Class 14 contains 41202 members 
Mstep: Class 15 contains 52978 members 
Mstep: Class 16 contains 44118 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 43840 members 
Mstep: Class 20 contains 46160 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 44974 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45319 members 
Mstep: Class 25 contains 42572 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937512.000000 Penalty: 93445.343750
Iteration 463Q: 29 clusters Score -1.269375e+08 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40808 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 40224 members 
Mstep: Class 5 contains 37863 members 
Mstep: Class 6 contains 43357 members 
Mstep: Class 7 contains 39262 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 42113 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 3054 members 
Mstep: Class 12 contains 44026 members 
Mstep: Class 13 contains 32595 members 
Mstep: Class 14 contains 41108 members 
Mstep: Class 15 contains 52871 members 
Mstep: Class 16 contains 44321 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 43791 members 
Mstep: Class 20 contains 46136 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 44950 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45265 members 
Mstep: Class 25 contains 43138 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938768.000000 Penalty: 93445.343750
Iteration 464Q: 29 clusters Score -1.269388e+08 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40751 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 40968 members 
Mstep: Class 5 contains 37674 members 
Mstep: Class 6 contains 43337 members 
Mstep: Class 7 contains 39145 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 42010 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 2881 members 
Mstep: Class 12 contains 43810 members 
Mstep: Class 13 contains 32575 members 
Mstep: Class 14 contains 41030 members 
Mstep: Class 15 contains 52697 members 
Mstep: Class 16 contains 44487 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 43736 members 
Mstep: Class 20 contains 46107 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 44816 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45189 members 
Mstep: Class 25 contains 43661 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939408.000000 Penalty: 93445.343750
Iteration 465Q: 29 clusters Score -1.269394e+08 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40677 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 41898 members 
Mstep: Class 5 contains 37482 members 
Mstep: Class 6 contains 43262 members 
Mstep: Class 7 contains 39023 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41944 members 
Mstep: Class 10 contains 3450 members 
Mstep: Class 11 contains 2732 members 
Mstep: Class 12 contains 43543 members 
Mstep: Class 13 contains 32573 members 
Mstep: Class 14 contains 40934 members 
Mstep: Class 15 contains 52538 members 
Mstep: Class 16 contains 44635 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 43731 members 
Mstep: Class 20 contains 46092 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 44642 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45174 members 
Mstep: Class 25 contains 43974 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939872.000000 Penalty: 93445.343750
Iteration 466Q: 29 clusters Score -1.269399e+08 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40537 members 
Mstep: Class 3 contains 1076 members 
Mstep: Class 4 contains 42713 members 
Mstep: Class 5 contains 37312 members 
Mstep: Class 6 contains 43225 members 
Mstep: Class 7 contains 38869 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41867 members 
Mstep: Class 10 contains 3451 members 
Mstep: Class 11 contains 2607 members 
Mstep: Class 12 contains 43355 members 
Mstep: Class 13 contains 32578 members 
Mstep: Class 14 contains 40823 members 
Mstep: Class 15 contains 52458 members 
Mstep: Class 16 contains 44825 members 
Mstep: Class 17 contains 3032 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 43741 members 
Mstep: Class 20 contains 46080 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 44485 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45174 members 
Mstep: Class 25 contains 44193 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940552.000000 Penalty: 93445.343750
Iteration 467Q: 29 clusters Score -1.269406e+08 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40423 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 43367 members 
Mstep: Class 5 contains 37149 members 
Mstep: Class 6 contains 43200 members 
Mstep: Class 7 contains 38747 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41838 members 
Mstep: Class 10 contains 3452 members 
Mstep: Class 11 contains 2475 members 
Mstep: Class 12 contains 43236 members 
Mstep: Class 13 contains 32573 members 
Mstep: Class 14 contains 40742 members 
Mstep: Class 15 contains 52529 members 
Mstep: Class 16 contains 44953 members 
Mstep: Class 17 contains 3044 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 43742 members 
Mstep: Class 20 contains 46067 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 44319 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45056 members 
Mstep: Class 25 contains 44415 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940680.000000 Penalty: 93445.343750
Iteration 468Q: 29 clusters Score -1.269407e+08 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40324 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 44027 members 
Mstep: Class 5 contains 37043 members 
Mstep: Class 6 contains 43171 members 
Mstep: Class 7 contains 38623 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41814 members 
Mstep: Class 10 contains 3454 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 43142 members 
Mstep: Class 13 contains 32556 members 
Mstep: Class 14 contains 40673 members 
Mstep: Class 15 contains 52599 members 
Mstep: Class 16 contains 45035 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 43664 members 
Mstep: Class 20 contains 46080 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 44158 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 45014 members 
Mstep: Class 25 contains 44507 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940736.000000 Penalty: 93445.343750
Iteration 469Q: 29 clusters Score -1.269407e+08 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40278 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 44546 members 
Mstep: Class 5 contains 36926 members 
Mstep: Class 6 contains 43108 members 
Mstep: Class 7 contains 38495 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41755 members 
Mstep: Class 10 contains 3464 members 
Mstep: Class 11 contains 2298 members 
Mstep: Class 12 contains 43113 members 
Mstep: Class 13 contains 32553 members 
Mstep: Class 14 contains 40634 members 
Mstep: Class 15 contains 52843 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 17 contains 3083 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 43634 members 
Mstep: Class 20 contains 46041 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43983 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44893 members 
Mstep: Class 25 contains 44564 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940432.000000 Penalty: 93445.343750
Iteration 470Q: 29 clusters Score -1.269404e+08 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40282 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 44929 members 
Mstep: Class 5 contains 36814 members 
Mstep: Class 6 contains 43060 members 
Mstep: Class 7 contains 38390 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41690 members 
Mstep: Class 10 contains 3473 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 43116 members 
Mstep: Class 13 contains 32555 members 
Mstep: Class 14 contains 40592 members 
Mstep: Class 15 contains 53067 members 
Mstep: Class 16 contains 45176 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 43627 members 
Mstep: Class 20 contains 46095 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43841 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44767 members 
Mstep: Class 25 contains 44512 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940872.000000 Penalty: 93445.343750
Iteration 471Q: 29 clusters Score -1.269409e+08 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40290 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 45268 members 
Mstep: Class 5 contains 36700 members 
Mstep: Class 6 contains 43022 members 
Mstep: Class 7 contains 38240 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41627 members 
Mstep: Class 10 contains 3476 members 
Mstep: Class 11 contains 2197 members 
Mstep: Class 12 contains 43138 members 
Mstep: Class 13 contains 32523 members 
Mstep: Class 14 contains 40563 members 
Mstep: Class 15 contains 53324 members 
Mstep: Class 16 contains 45155 members 
Mstep: Class 17 contains 3102 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 43665 members 
Mstep: Class 20 contains 46138 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43741 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44651 members 
Mstep: Class 25 contains 44509 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940880.000000 Penalty: 93445.343750
Iteration 472Q: 29 clusters Score -1.269409e+08 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40351 members 
Mstep: Class 3 contains 1073 members 
Mstep: Class 4 contains 45456 members 
Mstep: Class 5 contains 36586 members 
Mstep: Class 6 contains 43000 members 
Mstep: Class 7 contains 38130 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41591 members 
Mstep: Class 10 contains 3479 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 43199 members 
Mstep: Class 13 contains 32497 members 
Mstep: Class 14 contains 40518 members 
Mstep: Class 15 contains 53573 members 
Mstep: Class 16 contains 45125 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 43662 members 
Mstep: Class 20 contains 46160 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43668 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44572 members 
Mstep: Class 25 contains 44496 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941312.000000 Penalty: 93445.343750
Iteration 473Q: 29 clusters Score -1.269413e+08 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40461 members 
Mstep: Class 3 contains 1075 members 
Mstep: Class 4 contains 45633 members 
Mstep: Class 5 contains 36521 members 
Mstep: Class 6 contains 42986 members 
Mstep: Class 7 contains 38005 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41550 members 
Mstep: Class 10 contains 3490 members 
Mstep: Class 11 contains 2130 members 
Mstep: Class 12 contains 43264 members 
Mstep: Class 13 contains 32477 members 
Mstep: Class 14 contains 40449 members 
Mstep: Class 15 contains 53719 members 
Mstep: Class 16 contains 45058 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 2577 members 
Mstep: Class 19 contains 43689 members 
Mstep: Class 20 contains 46171 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43565 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44507 members 
Mstep: Class 25 contains 44538 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941320.000000 Penalty: 93445.343750
Iteration 474Q: 29 clusters Score -1.269413e+08 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 45728 members 
Mstep: Class 5 contains 36454 members 
Mstep: Class 6 contains 42957 members 
Mstep: Class 7 contains 37879 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41498 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 2109 members 
Mstep: Class 12 contains 43348 members 
Mstep: Class 13 contains 32474 members 
Mstep: Class 14 contains 40383 members 
Mstep: Class 15 contains 53892 members 
Mstep: Class 16 contains 45041 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 43663 members 
Mstep: Class 20 contains 46149 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43492 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44497 members 
Mstep: Class 25 contains 44567 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941248.000000 Penalty: 93445.343750
Iteration 475Q: 29 clusters Score -1.269412e+08 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40660 members 
Mstep: Class 3 contains 1074 members 
Mstep: Class 4 contains 45762 members 
Mstep: Class 5 contains 36430 members 
Mstep: Class 6 contains 42943 members 
Mstep: Class 7 contains 37798 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41449 members 
Mstep: Class 10 contains 3512 members 
Mstep: Class 11 contains 2095 members 
Mstep: Class 12 contains 43470 members 
Mstep: Class 13 contains 32451 members 
Mstep: Class 14 contains 40340 members 
Mstep: Class 15 contains 54037 members 
Mstep: Class 16 contains 44984 members 
Mstep: Class 17 contains 3139 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 43657 members 
Mstep: Class 20 contains 46157 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43404 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44452 members 
Mstep: Class 25 contains 44591 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941464.000000 Penalty: 93445.343750
Iteration 476Q: 29 clusters Score -1.269415e+08 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40722 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 45749 members 
Mstep: Class 5 contains 36399 members 
Mstep: Class 6 contains 42932 members 
Mstep: Class 7 contains 37731 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41387 members 
Mstep: Class 10 contains 3519 members 
Mstep: Class 11 contains 2083 members 
Mstep: Class 12 contains 43607 members 
Mstep: Class 13 contains 32451 members 
Mstep: Class 14 contains 40310 members 
Mstep: Class 15 contains 54107 members 
Mstep: Class 16 contains 44907 members 
Mstep: Class 17 contains 3140 members 
Mstep: Class 18 contains 2573 members 
Mstep: Class 19 contains 43655 members 
Mstep: Class 20 contains 46139 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43313 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44485 members 
Mstep: Class 25 contains 44698 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941704.000000 Penalty: 93445.343750
Iteration 477Q: 29 clusters Score -1.269417e+08 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40779 members 
Mstep: Class 3 contains 1072 members 
Mstep: Class 4 contains 45746 members 
Mstep: Class 5 contains 36366 members 
Mstep: Class 6 contains 42948 members 
Mstep: Class 7 contains 37677 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41351 members 
Mstep: Class 10 contains 3520 members 
Mstep: Class 11 contains 2079 members 
Mstep: Class 12 contains 43724 members 
Mstep: Class 13 contains 32429 members 
Mstep: Class 14 contains 40242 members 
Mstep: Class 15 contains 54194 members 
Mstep: Class 16 contains 44836 members 
Mstep: Class 17 contains 3149 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 43676 members 
Mstep: Class 20 contains 46104 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43277 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44448 members 
Mstep: Class 25 contains 44790 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941520.000000 Penalty: 93445.343750
Iteration 478Q: 29 clusters Score -1.269415e+08 nChanged 3332
Entering ConstructFrom: 
Score: -126941520.000000 Penalty: 93445.343750
Entering ConstructFrom: 
Trying to split cluster 1 (264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Entering Unmasked Estep 
Score: -21621.394531 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -21621.39 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 127 members 
Entering Unmasked Estep 
Score: -20493.021484 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -20493.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20661.386719 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -20661.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -20732.521484 Penalty: 2765.670898
	Iteration 2F: 3 clusters Score -20732.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -20772.763672 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -20772.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -20789.955078 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -20789.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -20800.126953 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -20800.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -20808.023438 Penalty: 2765.670898
	Iteration 6Q: 3 clusters Score -20808.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -20828.957031 Penalty: 2765.670898
	Iteration 7Q: 3 clusters Score -20828.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20868.378906 Penalty: 2765.670898
	Iteration 8Q: 3 clusters Score -20868.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20870.699219 Penalty: 2765.670898
	Iteration 9Q: 3 clusters Score -20870.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20870.699219 Penalty: 2765.670898
	Iteration 10F: 3 clusters Score -20870.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Entering Unmasked Estep 
Score: -7527392.500000 Penalty: 2632.979736
	Iteration 0F: 2 clusters Score -7527392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -7499780.500000 Penalty: 5265.959473
	Iteration 0F: 3 clusters Score -7499780 nChanged 18788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -7510462.000000 Penalty: 5265.959473
	Iteration 1F: 3 clusters Score -7510462 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -7511481.500000 Penalty: 5265.959473
	Iteration 2F: 3 clusters Score -7511482 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -7512729.000000 Penalty: 5265.959473
	Iteration 3F: 3 clusters Score -7512729 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -7514394.000000 Penalty: 5265.959473
	Iteration 4F: 3 clusters Score -7514394 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -7516325.500000 Penalty: 5265.959473
	Iteration 5F: 3 clusters Score -7516326 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -7518475.500000 Penalty: 5265.959473
	Iteration 6F: 3 clusters Score -7518476 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -7520576.500000 Penalty: 5265.959473
	Iteration 7F: 3 clusters Score -7520576 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -7522148.500000 Penalty: 5265.959473
	Iteration 8F: 3 clusters Score -7522148 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -7523057.500000 Penalty: 5265.959473
	Iteration 9Q: 3 clusters Score -7523058 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -7523575.000000 Penalty: 5265.959473
	Iteration 10Q: 3 clusters Score -7523575 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -7524005.000000 Penalty: 5265.959473
	Iteration 11Q: 3 clusters Score -7524005 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -7524388.000000 Penalty: 5265.959473
	Iteration 12Q: 3 clusters Score -7524388 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -7524692.000000 Penalty: 5265.959473
	Iteration 13Q: 3 clusters Score -7524692 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -7524892.000000 Penalty: 5265.959473
	Iteration 14Q: 3 clusters Score -7524892 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -7525077.000000 Penalty: 5265.959473
	Iteration 15Q: 3 clusters Score -7525077 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -7525202.500000 Penalty: 5265.959473
	Iteration 16Q: 3 clusters Score -7525202 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -7525334.500000 Penalty: 5265.959473
	Iteration 17Q: 3 clusters Score -7525334 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -7525427.500000 Penalty: 5265.959473
	Iteration 18Q: 3 clusters Score -7525428 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -7525497.000000 Penalty: 5265.959473
	Iteration 19Q: 3 clusters Score -7525497 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -7525564.500000 Penalty: 5265.959473
	Iteration 20F: 3 clusters Score -7525564 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -7525611.500000 Penalty: 5265.959473
	Iteration 21Q: 3 clusters Score -7525612 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -7525670.000000 Penalty: 5265.959473
	Iteration 22Q: 3 clusters Score -7525670 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -7525718.500000 Penalty: 5265.959473
	Iteration 23Q: 3 clusters Score -7525718 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -7525745.000000 Penalty: 5265.959473
	Iteration 24Q: 3 clusters Score -7525745 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 34638 members 
Entering Unmasked Estep 
Score: -7525774.500000 Penalty: 5265.959473
	Iteration 25Q: 3 clusters Score -7525774 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -7525796.500000 Penalty: 5265.959473
	Iteration 26Q: 3 clusters Score -7525796 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -7525817.000000 Penalty: 5265.959473
	Iteration 27Q: 3 clusters Score -7525817 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -7525856.000000 Penalty: 5265.959473
	Iteration 28Q: 3 clusters Score -7525856 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -7525882.000000 Penalty: 5265.959473
	Iteration 29Q: 3 clusters Score -7525882 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -7525884.500000 Penalty: 5265.959473
	Iteration 30Q: 3 clusters Score -7525884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -7525908.500000 Penalty: 5265.959473
	Iteration 31Q: 3 clusters Score -7525908 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -7525926.000000 Penalty: 5265.959473
	Iteration 32Q: 3 clusters Score -7525926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -7525954.000000 Penalty: 5265.959473
	Iteration 33Q: 3 clusters Score -7525954 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -7525961.000000 Penalty: 5265.959473
	Iteration 34Q: 3 clusters Score -7525961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -7525972.500000 Penalty: 5265.959473
	Iteration 35Q: 3 clusters Score -7525972 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -7525986.500000 Penalty: 5265.959473
	Iteration 36Q: 3 clusters Score -7525986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7526007 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7526005 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7526012 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -7526014.500000 Penalty: 5265.959473
	Iteration 40F: 3 clusters Score -7526014 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -7526028.000000 Penalty: 5265.959473
	Iteration 41Q: 3 clusters Score -7526028 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -7526019.000000 Penalty: 5265.959473
	Iteration 42Q: 3 clusters Score -7526019 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -7526027.500000 Penalty: 5265.959473
	Iteration 43Q: 3 clusters Score -7526028 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -7526016.500000 Penalty: 5265.959473
	Iteration 44Q: 3 clusters Score -7526016 nChanged 28
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Mstep: Class 1 contains 4844 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7526018 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4820 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7526011 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7526012 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7526016 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -7526015.500000 Penalty: 5265.959473
	Iteration 49Q: 3 clusters Score -7526016 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -7526029.500000 Penalty: 5265.959473
	Iteration 50Q: 3 clusters Score -7526030 nChanged 20
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Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7526029 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7526029 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -7526045.500000 Penalty: 5265.959473
	Iteration 53Q: 3 clusters Score -7526046 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -7526048.000000 Penalty: 5265.959473
	Iteration 54Q: 3 clusters Score -7526048 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7526066 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -7526059.500000 Penalty: 5265.959473
	Iteration 56Q: 3 clusters Score -7526060 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7526067 nChanged 40
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7526075 nChanged 36
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Mstep: Class 1 contains 4464 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7526078 nChanged 32
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Mstep: Class 1 contains 4434 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7526086 nChanged 28
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Mstep: Class 1 contains 4406 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7526077 nChanged 29
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7526095 nChanged 20
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7526104 nChanged 19
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7526114 nChanged 19
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Mstep: Class 1 contains 4319 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7526118 nChanged 17
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7526114 nChanged 18
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7526128 nChanged 23
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7526128 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4236 members 
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Entering Unmasked Estep 
Score: -7526135.500000 Penalty: 5265.959473
	Iteration 69Q: 3 clusters Score -7526136 nChanged 24
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Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -7526151.500000 Penalty: 5265.959473
	Iteration 70Q: 3 clusters Score -7526152 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7526139 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7526142 nChanged 15
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Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7526140 nChanged 12
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Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7526142 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4130 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7526150 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -7526155.500000 Penalty: 5265.959473
	Iteration 76Q: 3 clusters Score -7526156 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 36729 members 
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	Iteration 77Q: 3 clusters Score -7526153 nChanged 23
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Mstep: Class 1 contains 4065 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7526158 nChanged 19
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Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 36771 members 
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	Iteration 79Q: 3 clusters Score -7526157 nChanged 13
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Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7526154 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4022 members 
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Entering Unmasked Estep 
Score: -7526160.000000 Penalty: 5265.959473
	Iteration 81Q: 3 clusters Score -7526160 nChanged 7
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Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7526153 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 36808 members 
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	Iteration 83Q: 3 clusters Score -7526156 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7526152 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7526146 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3983 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7526152 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3972 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7526160 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3961 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7526161 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3951 members 
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	Iteration 89Q: 3 clusters Score -7526166 nChanged 11
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	Iteration 90Q: 3 clusters Score -7526164 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3929 members 
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	Iteration 91Q: 3 clusters Score -7526156 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3921 members 
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	Iteration 92Q: 3 clusters Score -7526150 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3914 members 
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	Iteration 93Q: 3 clusters Score -7526150 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3901 members 
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	Iteration 94Q: 3 clusters Score -7526158 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3884 members 
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	Iteration 95Q: 3 clusters Score -7526170 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3872 members 
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	Iteration 96Q: 3 clusters Score -7526164 nChanged 13
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Mstep: Class 1 contains 3859 members 
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	Iteration 97Q: 3 clusters Score -7526158 nChanged 18
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Mstep: Class 1 contains 3841 members 
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	Iteration 98Q: 3 clusters Score -7526155 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3822 members 
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	Iteration 99Q: 3 clusters Score -7526147 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3806 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7526147 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3789 members 
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	Iteration 101Q: 3 clusters Score -7526152 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3772 members 
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	Iteration 102Q: 3 clusters Score -7526147 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3751 members 
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Entering Unmasked Estep 
Score: -7526148.500000 Penalty: 5265.959473
	Iteration 103Q: 3 clusters Score -7526148 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3723 members 
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	Iteration 104Q: 3 clusters Score -7526158 nChanged 30
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Mstep: Class 1 contains 3693 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7526162 nChanged 30
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	Iteration 106Q: 3 clusters Score -7526158 nChanged 25
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	Iteration 107Q: 3 clusters Score -7526146 nChanged 24
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	Iteration 108Q: 3 clusters Score -7526152 nChanged 15
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	Iteration 109Q: 3 clusters Score -7526152 nChanged 19
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7526162 nChanged 15
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Mstep: Class 1 contains 3567 members 
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	Iteration 111Q: 3 clusters Score -7526153 nChanged 15
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Entering Unmasked Estep 
Score: -7526141.500000 Penalty: 5265.959473
	Iteration 112Q: 3 clusters Score -7526142 nChanged 23
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	Iteration 113Q: 3 clusters Score -7526164 nChanged 23
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	Iteration 114Q: 3 clusters Score -7526178 nChanged 23
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	Iteration 115Q: 3 clusters Score -7526183 nChanged 18
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	Iteration 116Q: 3 clusters Score -7526190 nChanged 15
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	Iteration 117Q: 3 clusters Score -7526183 nChanged 22
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	Iteration 118Q: 3 clusters Score -7526177 nChanged 19
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	Iteration 119Q: 3 clusters Score -7526180 nChanged 23
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Mstep: Class 1 contains 3390 members 
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Score: -7526197.500000 Penalty: 5265.959473
	Iteration 120F: 3 clusters Score -7526198 nChanged 20
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	Iteration 121Q: 3 clusters Score -7526200 nChanged 19
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	Iteration 122Q: 3 clusters Score -7526200 nChanged 12
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	Iteration 123Q: 3 clusters Score -7526205 nChanged 7
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	Iteration 124Q: 3 clusters Score -7526198 nChanged 11
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	Iteration 125Q: 3 clusters Score -7526202 nChanged 10
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	Iteration 126Q: 3 clusters Score -7526194 nChanged 5
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	Iteration 127Q: 3 clusters Score -7526193 nChanged 3
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	Iteration 128Q: 3 clusters Score -7526190 nChanged 4
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	Iteration 129Q: 3 clusters Score -7526195 nChanged 3
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	Iteration 130Q: 3 clusters Score -7526193 nChanged 6
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	Iteration 131Q: 3 clusters Score -7526198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -7526198.500000 Penalty: 5265.959473
	Iteration 132F: 3 clusters Score -7526198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Entering Unmasked Estep 
Score: -186417.765625 Penalty: 1730.134277
	Iteration 0F: 2 clusters Score -186417.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -184551.218750 Penalty: 3460.268555
	Iteration 0F: 3 clusters Score -184551.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -184976.437500 Penalty: 3460.268555
	Iteration 1F: 3 clusters Score -184976.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -185092.250000 Penalty: 3460.268555
	Iteration 2F: 3 clusters Score -185092.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -185194.765625 Penalty: 3460.268555
	Iteration 3Q: 3 clusters Score -185194.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -185285.125000 Penalty: 3460.268555
	Iteration 4Q: 3 clusters Score -185285.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -185352.515625 Penalty: 3460.268555
	Iteration 5Q: 3 clusters Score -185352.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -185410.468750 Penalty: 3460.268555
	Iteration 6Q: 3 clusters Score -185410.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -185508.281250 Penalty: 3460.268555
	Iteration 7Q: 3 clusters Score -185508.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -185627.859375 Penalty: 3460.268555
	Iteration 8F: 3 clusters Score -185627.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -185749.593750 Penalty: 3460.268555
	Iteration 9Q: 3 clusters Score -185749.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -185864.656250 Penalty: 3460.268555
	Iteration 10Q: 3 clusters Score -185864.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -185980.250000 Penalty: 3460.268555
	Iteration 11Q: 3 clusters Score -185980.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -186046.546875 Penalty: 3460.268555
	Iteration 12Q: 3 clusters Score -186046.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -186084.390625 Penalty: 3460.268555
	Iteration 13Q: 3 clusters Score -186084.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -186103.093750 Penalty: 3460.268555
	Iteration 14Q: 3 clusters Score -186103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -186131.468750 Penalty: 3460.268555
	Iteration 15Q: 3 clusters Score -186131.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -186144.640625 Penalty: 3460.268555
	Iteration 16Q: 3 clusters Score -186144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -186155.531250 Penalty: 3460.268555
	Iteration 17Q: 3 clusters Score -186155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -186158.593750 Penalty: 3460.268555
	Iteration 18Q: 3 clusters Score -186158.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -186160.703125 Penalty: 3460.268555
	Iteration 19Q: 3 clusters Score -186160.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -186169.734375 Penalty: 3460.268555
	Iteration 20F: 3 clusters Score -186169.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -186245.265625 Penalty: 3460.268555
	Iteration 21Q: 3 clusters Score -186245.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -186319.328125 Penalty: 3460.268555
	Iteration 22Q: 3 clusters Score -186319.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -186356.562500 Penalty: 3460.268555
	Iteration 23Q: 3 clusters Score -186356.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -186402.078125 Penalty: 3460.268555
	Iteration 24Q: 3 clusters Score -186402.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -186419.640625 Penalty: 3460.268555
	Iteration 25Q: 3 clusters Score -186419.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -186425.375000 Penalty: 3460.268555
	Iteration 26Q: 3 clusters Score -186425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -186425.375000 Penalty: 3460.268555
	Iteration 27F: 3 clusters Score -186425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40817 members 
Mstep: Class 3 contains 185 members 
Mstep: Class 4 contains 45737 members 
Mstep: Class 5 contains 36316 members 
Mstep: Class 6 contains 42947 members 
Mstep: Class 7 contains 37624 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41336 members 
Mstep: Class 10 contains 3516 members 
Mstep: Class 11 contains 2078 members 
Mstep: Class 12 contains 43842 members 
Mstep: Class 13 contains 32405 members 
Mstep: Class 14 contains 40175 members 
Mstep: Class 15 contains 54296 members 
Mstep: Class 16 contains 44763 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 43664 members 
Mstep: Class 20 contains 46128 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43243 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44403 members 
Mstep: Class 25 contains 44890 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Mstep: Class 29 contains 886 members 
Entering Unmasked Estep 
Score: -126939656.000000 Penalty: 96782.679688
Splitting cluster 3 changes total score from -126941520.000000 to -126939656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (45737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Entering Unmasked Estep 
Score: -8500066.000000 Penalty: 2661.204590
	Iteration 0F: 2 clusters Score -8500066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -8470342.000000 Penalty: 5322.409180
	Iteration 0F: 3 clusters Score -8470342 nChanged 21048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -8481819.000000 Penalty: 5322.409180
	Iteration 1F: 3 clusters Score -8481819 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -8482252.000000 Penalty: 5322.409180
	Iteration 2Q: 3 clusters Score -8482252 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -8482661.000000 Penalty: 5322.409180
	Iteration 3Q: 3 clusters Score -8482661 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -8482990.000000 Penalty: 5322.409180
	Iteration 4Q: 3 clusters Score -8482990 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -8483364.000000 Penalty: 5322.409180
	Iteration 5Q: 3 clusters Score -8483364 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -8483825.000000 Penalty: 5322.409180
	Iteration 6Q: 3 clusters Score -8483825 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -8484594.000000 Penalty: 5322.409180
	Iteration 7Q: 3 clusters Score -8484594 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -8485798.000000 Penalty: 5322.409180
	Iteration 8F: 3 clusters Score -8485798 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -8487530.000000 Penalty: 5322.409180
	Iteration 9F: 3 clusters Score -8487530 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -8489992.000000 Penalty: 5322.409180
	Iteration 10F: 3 clusters Score -8489992 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -8492854.000000 Penalty: 5322.409180
	Iteration 11F: 3 clusters Score -8492854 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -8495170.000000 Penalty: 5322.409180
	Iteration 12F: 3 clusters Score -8495170 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8496646.000000 Penalty: 5322.409180
	Iteration 13Q: 3 clusters Score -8496646 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -8497316.000000 Penalty: 5322.409180
	Iteration 14Q: 3 clusters Score -8497316 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -8497587.000000 Penalty: 5322.409180
	Iteration 15Q: 3 clusters Score -8497587 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -8497733.000000 Penalty: 5322.409180
	Iteration 16Q: 3 clusters Score -8497733 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -8497779.000000 Penalty: 5322.409180
	Iteration 17Q: 3 clusters Score -8497779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -8497806.000000 Penalty: 5322.409180
	Iteration 18Q: 3 clusters Score -8497806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -8497836.000000 Penalty: 5322.409180
	Iteration 19Q: 3 clusters Score -8497836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -8497843.000000 Penalty: 5322.409180
	Iteration 20F: 3 clusters Score -8497843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -8497861.000000 Penalty: 5322.409180
	Iteration 21Q: 3 clusters Score -8497861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -8497869.000000 Penalty: 5322.409180
	Iteration 22Q: 3 clusters Score -8497869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -8497882.000000 Penalty: 5322.409180
	Iteration 23Q: 3 clusters Score -8497882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -8497899.000000 Penalty: 5322.409180
	Iteration 24Q: 3 clusters Score -8497899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -8497899.000000 Penalty: 5322.409180
	Iteration 25Q: 3 clusters Score -8497899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -8497903.000000 Penalty: 5322.409180
	Iteration 26Q: 3 clusters Score -8497903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -8497903.000000 Penalty: 5322.409180
	Iteration 27Q: 3 clusters Score -8497903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -8497898.000000 Penalty: 5322.409180
	Iteration 28Q: 3 clusters Score -8497898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -8497898.000000 Penalty: 5322.409180
	Iteration 29F: 3 clusters Score -8497898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (36316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Entering Unmasked Estep 
Score: -6699603.500000 Penalty: 2604.003418
	Iteration 0F: 2 clusters Score -6699604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -6674744.500000 Penalty: 5208.006836
	Iteration 0F: 3 clusters Score -6674744 nChanged 16708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -6684098.000000 Penalty: 5208.006836
	Iteration 1F: 3 clusters Score -6684098 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -6685162.000000 Penalty: 5208.006836
	Iteration 2F: 3 clusters Score -6685162 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -6686356.000000 Penalty: 5208.006836
	Iteration 3F: 3 clusters Score -6686356 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -6687747.000000 Penalty: 5208.006836
	Iteration 4F: 3 clusters Score -6687747 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -6689396.000000 Penalty: 5208.006836
	Iteration 5F: 3 clusters Score -6689396 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -6691273.500000 Penalty: 5208.006836
	Iteration 6F: 3 clusters Score -6691274 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -6693230.500000 Penalty: 5208.006836
	Iteration 7F: 3 clusters Score -6693230 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -6694746.500000 Penalty: 5208.006836
	Iteration 8F: 3 clusters Score -6694746 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -6695592.000000 Penalty: 5208.006836
	Iteration 9Q: 3 clusters Score -6695592 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -6696046.500000 Penalty: 5208.006836
	Iteration 10Q: 3 clusters Score -6696046 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -6696383.000000 Penalty: 5208.006836
	Iteration 11Q: 3 clusters Score -6696383 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -6696599.000000 Penalty: 5208.006836
	Iteration 12Q: 3 clusters Score -6696599 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -6696785.000000 Penalty: 5208.006836
	Iteration 13Q: 3 clusters Score -6696785 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -6696907.000000 Penalty: 5208.006836
	Iteration 14Q: 3 clusters Score -6696907 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -6697007.500000 Penalty: 5208.006836
	Iteration 15Q: 3 clusters Score -6697008 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -6697100.000000 Penalty: 5208.006836
	Iteration 16Q: 3 clusters Score -6697100 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -6697164.000000 Penalty: 5208.006836
	Iteration 17Q: 3 clusters Score -6697164 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -6697276.000000 Penalty: 5208.006836
	Iteration 18Q: 3 clusters Score -6697276 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -6697383.500000 Penalty: 5208.006836
	Iteration 19Q: 3 clusters Score -6697384 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -6697446.500000 Penalty: 5208.006836
	Iteration 20F: 3 clusters Score -6697446 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -6697552.000000 Penalty: 5208.006836
	Iteration 21Q: 3 clusters Score -6697552 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -6697616.000000 Penalty: 5208.006836
	Iteration 22Q: 3 clusters Score -6697616 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -6697682.000000 Penalty: 5208.006836
	Iteration 23Q: 3 clusters Score -6697682 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -6697761.500000 Penalty: 5208.006836
	Iteration 24Q: 3 clusters Score -6697762 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -6697817.500000 Penalty: 5208.006836
	Iteration 25Q: 3 clusters Score -6697818 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -6697832.000000 Penalty: 5208.006836
	Iteration 26Q: 3 clusters Score -6697832 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -6697872.500000 Penalty: 5208.006836
	Iteration 27Q: 3 clusters Score -6697872 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -6697907.000000 Penalty: 5208.006836
	Iteration 28Q: 3 clusters Score -6697907 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -6697968.000000 Penalty: 5208.006836
	Iteration 29Q: 3 clusters Score -6697968 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -6698014.500000 Penalty: 5208.006836
	Iteration 30Q: 3 clusters Score -6698014 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -6698036.000000 Penalty: 5208.006836
	Iteration 31Q: 3 clusters Score -6698036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -6698069.000000 Penalty: 5208.006836
	Iteration 32Q: 3 clusters Score -6698069 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -6698082.500000 Penalty: 5208.006836
	Iteration 33Q: 3 clusters Score -6698082 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -6698105.000000 Penalty: 5208.006836
	Iteration 34Q: 3 clusters Score -6698105 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -6698140.500000 Penalty: 5208.006836
	Iteration 35Q: 3 clusters Score -6698140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -6698149.500000 Penalty: 5208.006836
	Iteration 36Q: 3 clusters Score -6698150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -6698143.500000 Penalty: 5208.006836
	Iteration 37Q: 3 clusters Score -6698144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -6698152.500000 Penalty: 5208.006836
	Iteration 38Q: 3 clusters Score -6698152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -6698152.000000 Penalty: 5208.006836
	Iteration 39Q: 3 clusters Score -6698152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -6698142.000000 Penalty: 5208.006836
	Iteration 40F: 3 clusters Score -6698142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -6698151.000000 Penalty: 5208.006836
	Iteration 41Q: 3 clusters Score -6698151 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -6698154.000000 Penalty: 5208.006836
	Iteration 42Q: 3 clusters Score -6698154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -6698158.500000 Penalty: 5208.006836
	Iteration 43Q: 3 clusters Score -6698158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -6698161.500000 Penalty: 5208.006836
	Iteration 44Q: 3 clusters Score -6698162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -6698163.500000 Penalty: 5208.006836
	Iteration 45Q: 3 clusters Score -6698164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -6698177.500000 Penalty: 5208.006836
	Iteration 46Q: 3 clusters Score -6698178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -6698175.000000 Penalty: 5208.006836
	Iteration 47Q: 3 clusters Score -6698175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -6698193.500000 Penalty: 5208.006836
	Iteration 48Q: 3 clusters Score -6698194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -6698200.000000 Penalty: 5208.006836
	Iteration 49Q: 3 clusters Score -6698200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -6698212.000000 Penalty: 5208.006836
	Iteration 50Q: 3 clusters Score -6698212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -6698213.000000 Penalty: 5208.006836
	Iteration 51Q: 3 clusters Score -6698213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -6698214.000000 Penalty: 5208.006836
	Iteration 52Q: 3 clusters Score -6698214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -6698218.000000 Penalty: 5208.006836
	Iteration 53Q: 3 clusters Score -6698218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -6698226.000000 Penalty: 5208.006836
	Iteration 54Q: 3 clusters Score -6698226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -6698218.000000 Penalty: 5208.006836
	Iteration 55Q: 3 clusters Score -6698218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -6698222.500000 Penalty: 5208.006836
	Iteration 56Q: 3 clusters Score -6698222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -6698217.500000 Penalty: 5208.006836
	Iteration 57Q: 3 clusters Score -6698218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -6698217.000000 Penalty: 5208.006836
	Iteration 58Q: 3 clusters Score -6698217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -6698222.000000 Penalty: 5208.006836
	Iteration 59Q: 3 clusters Score -6698222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -6698226.000000 Penalty: 5208.006836
	Iteration 60F: 3 clusters Score -6698226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -6698222.500000 Penalty: 5208.006836
	Iteration 61Q: 3 clusters Score -6698222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -6698223.500000 Penalty: 5208.006836
	Iteration 62Q: 3 clusters Score -6698224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -6698227.000000 Penalty: 5208.006836
	Iteration 63Q: 3 clusters Score -6698227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -6698227.000000 Penalty: 5208.006836
	Iteration 64F: 3 clusters Score -6698227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Entering Unmasked Estep 
Score: -7854033.500000 Penalty: 2645.594971
	Iteration 0F: 2 clusters Score -7854034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -7825093.000000 Penalty: 5291.189941
	Iteration 0F: 3 clusters Score -7825093 nChanged 19758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -7835782.000000 Penalty: 5291.189941
	Iteration 1F: 3 clusters Score -7835782 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -7836242.500000 Penalty: 5291.189941
	Iteration 2Q: 3 clusters Score -7836242 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -7836600.500000 Penalty: 5291.189941
	Iteration 3Q: 3 clusters Score -7836600 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -7837061.000000 Penalty: 5291.189941
	Iteration 4Q: 3 clusters Score -7837061 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -7837515.500000 Penalty: 5291.189941
	Iteration 5Q: 3 clusters Score -7837516 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -7838095.000000 Penalty: 5291.189941
	Iteration 6Q: 3 clusters Score -7838095 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -7838915.000000 Penalty: 5291.189941
	Iteration 7Q: 3 clusters Score -7838915 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -7840206.500000 Penalty: 5291.189941
	Iteration 8Q: 3 clusters Score -7840206 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -7841968.500000 Penalty: 5291.189941
	Iteration 9F: 3 clusters Score -7841968 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -7844214.000000 Penalty: 5291.189941
	Iteration 10F: 3 clusters Score -7844214 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -7846423.000000 Penalty: 5291.189941
	Iteration 11F: 3 clusters Score -7846423 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -7847930.000000 Penalty: 5291.189941
	Iteration 12F: 3 clusters Score -7847930 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -7848792.500000 Penalty: 5291.189941
	Iteration 13Q: 3 clusters Score -7848792 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -7849389.000000 Penalty: 5291.189941
	Iteration 14Q: 3 clusters Score -7849389 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -7849847.000000 Penalty: 5291.189941
	Iteration 15Q: 3 clusters Score -7849847 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -7850319.000000 Penalty: 5291.189941
	Iteration 16Q: 3 clusters Score -7850319 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -7850650.000000 Penalty: 5291.189941
	Iteration 17Q: 3 clusters Score -7850650 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -7850944.000000 Penalty: 5291.189941
	Iteration 18Q: 3 clusters Score -7850944 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -7851140.000000 Penalty: 5291.189941
	Iteration 19Q: 3 clusters Score -7851140 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -7851293.000000 Penalty: 5291.189941
	Iteration 20F: 3 clusters Score -7851293 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -7851390.500000 Penalty: 5291.189941
	Iteration 21Q: 3 clusters Score -7851390 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -7851450.500000 Penalty: 5291.189941
	Iteration 22Q: 3 clusters Score -7851450 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -7851537.000000 Penalty: 5291.189941
	Iteration 23Q: 3 clusters Score -7851537 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -7851640.000000 Penalty: 5291.189941
	Iteration 24Q: 3 clusters Score -7851640 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -7851727.000000 Penalty: 5291.189941
	Iteration 25Q: 3 clusters Score -7851727 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -7851759.000000 Penalty: 5291.189941
	Iteration 26Q: 3 clusters Score -7851759 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -7851786.500000 Penalty: 5291.189941
	Iteration 27Q: 3 clusters Score -7851786 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -7851850.500000 Penalty: 5291.189941
	Iteration 28Q: 3 clusters Score -7851850 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -7851892.000000 Penalty: 5291.189941
	Iteration 29Q: 3 clusters Score -7851892 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -7851932.000000 Penalty: 5291.189941
	Iteration 30Q: 3 clusters Score -7851932 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -7851958.000000 Penalty: 5291.189941
	Iteration 31Q: 3 clusters Score -7851958 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -7852021.500000 Penalty: 5291.189941
	Iteration 32Q: 3 clusters Score -7852022 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -7852047.500000 Penalty: 5291.189941
	Iteration 33Q: 3 clusters Score -7852048 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -7852083.500000 Penalty: 5291.189941
	Iteration 34Q: 3 clusters Score -7852084 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -7852087.000000 Penalty: 5291.189941
	Iteration 35Q: 3 clusters Score -7852087 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -7852163.000000 Penalty: 5291.189941
	Iteration 36Q: 3 clusters Score -7852163 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -7852173.500000 Penalty: 5291.189941
	Iteration 37Q: 3 clusters Score -7852174 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -7852197.500000 Penalty: 5291.189941
	Iteration 38Q: 3 clusters Score -7852198 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -7852230.500000 Penalty: 5291.189941
	Iteration 39Q: 3 clusters Score -7852230 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -7852233.000000 Penalty: 5291.189941
	Iteration 40F: 3 clusters Score -7852233 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -7852248.500000 Penalty: 5291.189941
	Iteration 41Q: 3 clusters Score -7852248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -7852255.000000 Penalty: 5291.189941
	Iteration 42Q: 3 clusters Score -7852255 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -7852242.500000 Penalty: 5291.189941
	Iteration 43Q: 3 clusters Score -7852242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -7852247.500000 Penalty: 5291.189941
	Iteration 44Q: 3 clusters Score -7852248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -7852246.000000 Penalty: 5291.189941
	Iteration 45Q: 3 clusters Score -7852246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -7852266.500000 Penalty: 5291.189941
	Iteration 46Q: 3 clusters Score -7852266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -7852250.500000 Penalty: 5291.189941
	Iteration 47Q: 3 clusters Score -7852250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -7852264.000000 Penalty: 5291.189941
	Iteration 48Q: 3 clusters Score -7852264 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -7852262.000000 Penalty: 5291.189941
	Iteration 49Q: 3 clusters Score -7852262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -7852271.000000 Penalty: 5291.189941
	Iteration 50Q: 3 clusters Score -7852271 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -7852270.500000 Penalty: 5291.189941
	Iteration 51Q: 3 clusters Score -7852270 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -7852262.500000 Penalty: 5291.189941
	Iteration 52Q: 3 clusters Score -7852262 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -7852266.000000 Penalty: 5291.189941
	Iteration 53Q: 3 clusters Score -7852266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -7852286.500000 Penalty: 5291.189941
	Iteration 54Q: 3 clusters Score -7852286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -7852298.000000 Penalty: 5291.189941
	Iteration 55Q: 3 clusters Score -7852298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -7852303.000000 Penalty: 5291.189941
	Iteration 56Q: 3 clusters Score -7852303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -7852300.000000 Penalty: 5291.189941
	Iteration 57Q: 3 clusters Score -7852300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -7852321.500000 Penalty: 5291.189941
	Iteration 58Q: 3 clusters Score -7852322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -7852321.000000 Penalty: 5291.189941
	Iteration 59Q: 3 clusters Score -7852321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -7852326.500000 Penalty: 5291.189941
	Iteration 60F: 3 clusters Score -7852326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -7852345.000000 Penalty: 5291.189941
	Iteration 61Q: 3 clusters Score -7852345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -7852327.500000 Penalty: 5291.189941
	Iteration 62Q: 3 clusters Score -7852328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -7852348.000000 Penalty: 5291.189941
	Iteration 63Q: 3 clusters Score -7852348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -7852348.000000 Penalty: 5291.189941
	Iteration 64Q: 3 clusters Score -7852348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -7852351.500000 Penalty: 5291.189941
	Iteration 65Q: 3 clusters Score -7852352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -7852352.000000 Penalty: 5291.189941
	Iteration 66Q: 3 clusters Score -7852352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -7852350.000000 Penalty: 5291.189941
	Iteration 67Q: 3 clusters Score -7852350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -7852339.000000 Penalty: 5291.189941
	Iteration 68Q: 3 clusters Score -7852339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -7852345.000000 Penalty: 5291.189941
	Iteration 69Q: 3 clusters Score -7852345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -7852333.500000 Penalty: 5291.189941
	Iteration 70Q: 3 clusters Score -7852334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -7852339.500000 Penalty: 5291.189941
	Iteration 71Q: 3 clusters Score -7852340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -7852346.000000 Penalty: 5291.189941
	Iteration 72Q: 3 clusters Score -7852346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -7852347.000000 Penalty: 5291.189941
	Iteration 73Q: 3 clusters Score -7852347 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -7852338.000000 Penalty: 5291.189941
	Iteration 74Q: 3 clusters Score -7852338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -7852332.500000 Penalty: 5291.189941
	Iteration 75Q: 3 clusters Score -7852332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -7852331.500000 Penalty: 5291.189941
	Iteration 76Q: 3 clusters Score -7852332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -7852330.500000 Penalty: 5291.189941
	Iteration 77Q: 3 clusters Score -7852330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -7852334.000000 Penalty: 5291.189941
	Iteration 78Q: 3 clusters Score -7852334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -7852347.000000 Penalty: 5291.189941
	Iteration 79Q: 3 clusters Score -7852347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -7852341.000000 Penalty: 5291.189941
	Iteration 80F: 3 clusters Score -7852341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -7852335.000000 Penalty: 5291.189941
	Iteration 81Q: 3 clusters Score -7852335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -7852332.500000 Penalty: 5291.189941
	Iteration 82Q: 3 clusters Score -7852332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -7852337.500000 Penalty: 5291.189941
	Iteration 83Q: 3 clusters Score -7852338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -7852347.500000 Penalty: 5291.189941
	Iteration 84Q: 3 clusters Score -7852348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -7852338.500000 Penalty: 5291.189941
	Iteration 85Q: 3 clusters Score -7852338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -7852341.500000 Penalty: 5291.189941
	Iteration 86Q: 3 clusters Score -7852342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -7852339.000000 Penalty: 5291.189941
	Iteration 87Q: 3 clusters Score -7852339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -7852335.500000 Penalty: 5291.189941
	Iteration 88Q: 3 clusters Score -7852336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -7852328.000000 Penalty: 5291.189941
	Iteration 89Q: 3 clusters Score -7852328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -7852310.500000 Penalty: 5291.189941
	Iteration 90Q: 3 clusters Score -7852310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -7852329.000000 Penalty: 5291.189941
	Iteration 91Q: 3 clusters Score -7852329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -7852335.000000 Penalty: 5291.189941
	Iteration 92Q: 3 clusters Score -7852335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -7852333.500000 Penalty: 5291.189941
	Iteration 93Q: 3 clusters Score -7852334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -7852334.500000 Penalty: 5291.189941
	Iteration 94Q: 3 clusters Score -7852334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -7852339.500000 Penalty: 5291.189941
	Iteration 95Q: 3 clusters Score -7852340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -7852345.000000 Penalty: 5291.189941
	Iteration 96Q: 3 clusters Score -7852345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -7852354.000000 Penalty: 5291.189941
	Iteration 97Q: 3 clusters Score -7852354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -7852358.500000 Penalty: 5291.189941
	Iteration 98Q: 3 clusters Score -7852358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -7852354.500000 Penalty: 5291.189941
	Iteration 99Q: 3 clusters Score -7852354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -7852349.000000 Penalty: 5291.189941
	Iteration 100F: 3 clusters Score -7852349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -7852357.000000 Penalty: 5291.189941
	Iteration 101Q: 3 clusters Score -7852357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -7852361.000000 Penalty: 5291.189941
	Iteration 102Q: 3 clusters Score -7852361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -7852366.000000 Penalty: 5291.189941
	Iteration 103Q: 3 clusters Score -7852366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -7852367.000000 Penalty: 5291.189941
	Iteration 104Q: 3 clusters Score -7852367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -7852364.000000 Penalty: 5291.189941
	Iteration 105Q: 3 clusters Score -7852364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -7852367.000000 Penalty: 5291.189941
	Iteration 106Q: 3 clusters Score -7852367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -7852386.500000 Penalty: 5291.189941
	Iteration 107Q: 3 clusters Score -7852386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -7852407.500000 Penalty: 5291.189941
	Iteration 108Q: 3 clusters Score -7852408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -7852407.500000 Penalty: 5291.189941
	Iteration 109Q: 3 clusters Score -7852408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -7852409.000000 Penalty: 5291.189941
	Iteration 110Q: 3 clusters Score -7852409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -7852390.500000 Penalty: 5291.189941
	Iteration 111Q: 3 clusters Score -7852390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -7852398.000000 Penalty: 5291.189941
	Iteration 112Q: 3 clusters Score -7852398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -7852398.500000 Penalty: 5291.189941
	Iteration 113Q: 3 clusters Score -7852398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -7852408.000000 Penalty: 5291.189941
	Iteration 114Q: 3 clusters Score -7852408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -7852412.000000 Penalty: 5291.189941
	Iteration 115Q: 3 clusters Score -7852412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -7852422.000000 Penalty: 5291.189941
	Iteration 116Q: 3 clusters Score -7852422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -7852424.000000 Penalty: 5291.189941
	Iteration 117Q: 3 clusters Score -7852424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -7852423.000000 Penalty: 5291.189941
	Iteration 118Q: 3 clusters Score -7852423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -7852425.500000 Penalty: 5291.189941
	Iteration 119Q: 3 clusters Score -7852426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -7852435.000000 Penalty: 5291.189941
	Iteration 120F: 3 clusters Score -7852435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7852439.000000 Penalty: 5291.189941
	Iteration 121Q: 3 clusters Score -7852439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -7852434.000000 Penalty: 5291.189941
	Iteration 122Q: 3 clusters Score -7852434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -7852431.500000 Penalty: 5291.189941
	Iteration 123Q: 3 clusters Score -7852432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -7852436.000000 Penalty: 5291.189941
	Iteration 124Q: 3 clusters Score -7852436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7852435.000000 Penalty: 5291.189941
	Iteration 125Q: 3 clusters Score -7852435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -7852433.500000 Penalty: 5291.189941
	Iteration 126Q: 3 clusters Score -7852434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -7852446.500000 Penalty: 5291.189941
	Iteration 127Q: 3 clusters Score -7852446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -7852459.000000 Penalty: 5291.189941
	Iteration 128Q: 3 clusters Score -7852459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -7852458.000000 Penalty: 5291.189941
	Iteration 129Q: 3 clusters Score -7852458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -7852461.500000 Penalty: 5291.189941
	Iteration 130Q: 3 clusters Score -7852462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -7852462.500000 Penalty: 5291.189941
	Iteration 131Q: 3 clusters Score -7852462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -7852461.500000 Penalty: 5291.189941
	Iteration 132Q: 3 clusters Score -7852462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -7852464.000000 Penalty: 5291.189941
	Iteration 133Q: 3 clusters Score -7852464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -7852456.500000 Penalty: 5291.189941
	Iteration 134Q: 3 clusters Score -7852456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -7852462.000000 Penalty: 5291.189941
	Iteration 135Q: 3 clusters Score -7852462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -7852458.500000 Penalty: 5291.189941
	Iteration 136Q: 3 clusters Score -7852458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -7852455.000000 Penalty: 5291.189941
	Iteration 137Q: 3 clusters Score -7852455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -7852455.000000 Penalty: 5291.189941
	Iteration 138F: 3 clusters Score -7852455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Entering Unmasked Estep 
Score: -6943850.500000 Penalty: 2612.778564
	Iteration 0F: 2 clusters Score -6943850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -6918214.500000 Penalty: 5225.557129
	Iteration 0F: 3 clusters Score -6918214 nChanged 17097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -6927714.000000 Penalty: 5225.557129
	Iteration 1F: 3 clusters Score -6927714 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -6928375.500000 Penalty: 5225.557129
	Iteration 2Q: 3 clusters Score -6928376 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -6929148.500000 Penalty: 5225.557129
	Iteration 3Q: 3 clusters Score -6929148 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -6929986.500000 Penalty: 5225.557129
	Iteration 4Q: 3 clusters Score -6929986 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -6931020.500000 Penalty: 5225.557129
	Iteration 5F: 3 clusters Score -6931020 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -6932394.000000 Penalty: 5225.557129
	Iteration 6F: 3 clusters Score -6932394 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -6934193.000000 Penalty: 5225.557129
	Iteration 7F: 3 clusters Score -6934193 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -6935959.500000 Penalty: 5225.557129
	Iteration 8F: 3 clusters Score -6935960 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -6937229.000000 Penalty: 5225.557129
	Iteration 9F: 3 clusters Score -6937229 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -6937952.000000 Penalty: 5225.557129
	Iteration 10Q: 3 clusters Score -6937952 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -6938415.000000 Penalty: 5225.557129
	Iteration 11Q: 3 clusters Score -6938415 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -6938782.500000 Penalty: 5225.557129
	Iteration 12Q: 3 clusters Score -6938782 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -6939138.000000 Penalty: 5225.557129
	Iteration 13Q: 3 clusters Score -6939138 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -6939484.500000 Penalty: 5225.557129
	Iteration 14Q: 3 clusters Score -6939484 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -6939824.500000 Penalty: 5225.557129
	Iteration 15Q: 3 clusters Score -6939824 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -6940142.500000 Penalty: 5225.557129
	Iteration 16Q: 3 clusters Score -6940142 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -6940399.000000 Penalty: 5225.557129
	Iteration 17Q: 3 clusters Score -6940399 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -6940637.000000 Penalty: 5225.557129
	Iteration 18Q: 3 clusters Score -6940637 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -6940855.000000 Penalty: 5225.557129
	Iteration 19Q: 3 clusters Score -6940855 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -6940978.000000 Penalty: 5225.557129
	Iteration 20F: 3 clusters Score -6940978 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -6941074.000000 Penalty: 5225.557129
	Iteration 21Q: 3 clusters Score -6941074 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -6941157.500000 Penalty: 5225.557129
	Iteration 22Q: 3 clusters Score -6941158 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -6941243.000000 Penalty: 5225.557129
	Iteration 23Q: 3 clusters Score -6941243 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -6941300.500000 Penalty: 5225.557129
	Iteration 24Q: 3 clusters Score -6941300 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -6941353.500000 Penalty: 5225.557129
	Iteration 25Q: 3 clusters Score -6941354 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -6941418.000000 Penalty: 5225.557129
	Iteration 26Q: 3 clusters Score -6941418 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -6941462.000000 Penalty: 5225.557129
	Iteration 27Q: 3 clusters Score -6941462 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -6941537.000000 Penalty: 5225.557129
	Iteration 28Q: 3 clusters Score -6941537 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -6941567.000000 Penalty: 5225.557129
	Iteration 29Q: 3 clusters Score -6941567 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -6941592.500000 Penalty: 5225.557129
	Iteration 30Q: 3 clusters Score -6941592 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -6941617.000000 Penalty: 5225.557129
	Iteration 31Q: 3 clusters Score -6941617 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -6941659.500000 Penalty: 5225.557129
	Iteration 32Q: 3 clusters Score -6941660 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -6941690.000000 Penalty: 5225.557129
	Iteration 33Q: 3 clusters Score -6941690 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -6941706.000000 Penalty: 5225.557129
	Iteration 34Q: 3 clusters Score -6941706 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -6941767.000000 Penalty: 5225.557129
	Iteration 35Q: 3 clusters Score -6941767 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -6941805.000000 Penalty: 5225.557129
	Iteration 36Q: 3 clusters Score -6941805 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -6941838.500000 Penalty: 5225.557129
	Iteration 37Q: 3 clusters Score -6941838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -6941849.000000 Penalty: 5225.557129
	Iteration 38Q: 3 clusters Score -6941849 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -6941874.000000 Penalty: 5225.557129
	Iteration 39Q: 3 clusters Score -6941874 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -6941912.000000 Penalty: 5225.557129
	Iteration 40F: 3 clusters Score -6941912 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -6941924.500000 Penalty: 5225.557129
	Iteration 41Q: 3 clusters Score -6941924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -6941950.000000 Penalty: 5225.557129
	Iteration 42Q: 3 clusters Score -6941950 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -6941961.000000 Penalty: 5225.557129
	Iteration 43Q: 3 clusters Score -6941961 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -6941958.500000 Penalty: 5225.557129
	Iteration 44Q: 3 clusters Score -6941958 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -6941976.500000 Penalty: 5225.557129
	Iteration 45Q: 3 clusters Score -6941976 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -6941992.500000 Penalty: 5225.557129
	Iteration 46Q: 3 clusters Score -6941992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -6941995.500000 Penalty: 5225.557129
	Iteration 47Q: 3 clusters Score -6941996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -6941996.000000 Penalty: 5225.557129
	Iteration 48Q: 3 clusters Score -6941996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -6941997.500000 Penalty: 5225.557129
	Iteration 49Q: 3 clusters Score -6941998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -6942003.500000 Penalty: 5225.557129
	Iteration 50Q: 3 clusters Score -6942004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -6942024.500000 Penalty: 5225.557129
	Iteration 51Q: 3 clusters Score -6942024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -6942018.500000 Penalty: 5225.557129
	Iteration 52Q: 3 clusters Score -6942018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -6942031.000000 Penalty: 5225.557129
	Iteration 53Q: 3 clusters Score -6942031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -6942025.500000 Penalty: 5225.557129
	Iteration 54Q: 3 clusters Score -6942026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -6942027.000000 Penalty: 5225.557129
	Iteration 55Q: 3 clusters Score -6942027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -6942048.500000 Penalty: 5225.557129
	Iteration 56Q: 3 clusters Score -6942048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -6942057.000000 Penalty: 5225.557129
	Iteration 57Q: 3 clusters Score -6942057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -6942061.500000 Penalty: 5225.557129
	Iteration 58Q: 3 clusters Score -6942062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -6942060.000000 Penalty: 5225.557129
	Iteration 59Q: 3 clusters Score -6942060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -6942067.500000 Penalty: 5225.557129
	Iteration 60F: 3 clusters Score -6942068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -6942054.000000 Penalty: 5225.557129
	Iteration 61Q: 3 clusters Score -6942054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -6942072.000000 Penalty: 5225.557129
	Iteration 62Q: 3 clusters Score -6942072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -6942086.000000 Penalty: 5225.557129
	Iteration 63Q: 3 clusters Score -6942086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -6942081.000000 Penalty: 5225.557129
	Iteration 64Q: 3 clusters Score -6942081 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -6942094.000000 Penalty: 5225.557129
	Iteration 65Q: 3 clusters Score -6942094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -6942092.000000 Penalty: 5225.557129
	Iteration 66Q: 3 clusters Score -6942092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -6942096.000000 Penalty: 5225.557129
	Iteration 67Q: 3 clusters Score -6942096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -6942098.500000 Penalty: 5225.557129
	Iteration 68Q: 3 clusters Score -6942098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -6942098.500000 Penalty: 5225.557129
	Iteration 69F: 3 clusters Score -6942098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Entering Unmasked Estep 
Score: -59149.976562 Penalty: 1557.073364
	Iteration 0F: 2 clusters Score -59149.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57733.875000 Penalty: 3114.146729
	Iteration 0F: 3 clusters Score -57733.88 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58085.250000 Penalty: 3114.146729
	Iteration 1F: 3 clusters Score -58085.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58206.140625 Penalty: 3114.146729
	Iteration 2F: 3 clusters Score -58206.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58255.566406 Penalty: 3114.146729
	Iteration 3Q: 3 clusters Score -58255.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58292.890625 Penalty: 3114.146729
	Iteration 4Q: 3 clusters Score -58292.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58354.277344 Penalty: 3114.146729
	Iteration 5Q: 3 clusters Score -58354.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58405.300781 Penalty: 3114.146729
	Iteration 6Q: 3 clusters Score -58405.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58455.496094 Penalty: 3114.146729
	Iteration 7Q: 3 clusters Score -58455.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58469.917969 Penalty: 3114.146729
	Iteration 8Q: 3 clusters Score -58469.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58481.234375 Penalty: 3114.146729
	Iteration 9Q: 3 clusters Score -58481.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58501.660156 Penalty: 3114.146729
	Iteration 10Q: 3 clusters Score -58501.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58525.242188 Penalty: 3114.146729
	Iteration 11Q: 3 clusters Score -58525.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58538.585938 Penalty: 3114.146729
	Iteration 12Q: 3 clusters Score -58538.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58542.636719 Penalty: 3114.146729
	Iteration 13Q: 3 clusters Score -58542.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58546.996094 Penalty: 3114.146729
	Iteration 14Q: 3 clusters Score -58547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58553.015625 Penalty: 3114.146729
	Iteration 15Q: 3 clusters Score -58553.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58563.339844 Penalty: 3114.146729
	Iteration 16Q: 3 clusters Score -58563.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58563.339844 Penalty: 3114.146729
	Iteration 17F: 3 clusters Score -58563.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Entering Unmasked Estep 
Score: -7575887.000000 Penalty: 2636.113281
	Iteration 0F: 2 clusters Score -7575887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -7547961.000000 Penalty: 5272.226562
	Iteration 0F: 3 clusters Score -7547961 nChanged 18916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -7558307.000000 Penalty: 5272.226562
	Iteration 1F: 3 clusters Score -7558307 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -7558726.000000 Penalty: 5272.226562
	Iteration 2Q: 3 clusters Score -7558726 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -7559019.500000 Penalty: 5272.226562
	Iteration 3Q: 3 clusters Score -7559020 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -7559287.000000 Penalty: 5272.226562
	Iteration 4Q: 3 clusters Score -7559287 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -7559506.500000 Penalty: 5272.226562
	Iteration 5Q: 3 clusters Score -7559506 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -7559697.500000 Penalty: 5272.226562
	Iteration 6Q: 3 clusters Score -7559698 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7559955 nChanged 654
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Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7560117 nChanged 546
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Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7560177 nChanged 560
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Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7560268 nChanged 526
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Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7560336 nChanged 544
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Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7560404 nChanged 554
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Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7560500 nChanged 559
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Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7560564 nChanged 587
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Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7560654 nChanged 644
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7560764 nChanged 675
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Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7560930 nChanged 809
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Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7561156 nChanged 941
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Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7561412 nChanged 1122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7561805 nChanged 1361
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Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7562436 nChanged 1599
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Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7563286 nChanged 1860
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Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7564448 nChanged 2008
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Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7565810 nChanged 1868
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Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7566950 nChanged 1524
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Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7567688 nChanged 1053
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Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7568109 nChanged 863
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Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7568469 nChanged 724
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Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7568794 nChanged 674
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Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7569068 nChanged 651
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Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7569384 nChanged 695
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Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7569782 nChanged 750
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Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7570274 nChanged 739
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Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7570846 nChanged 689
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Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7571328 nChanged 625
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Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7571800 nChanged 564
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Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7572188 nChanged 528
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Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7572572 nChanged 494
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Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36505 members 
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	Iteration 42Q: 3 clusters Score -7573073 nChanged 292
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Mstep: Class 1 contains 36635 members 
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	Iteration 43Q: 3 clusters Score -7573206 nChanged 256
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Mstep: Class 1 contains 36775 members 
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Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7573408 nChanged 191
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Mstep: Class 1 contains 37035 members 
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	Iteration 46Q: 3 clusters Score -7573469 nChanged 159
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Mstep: Class 1 contains 37146 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7573534 nChanged 114
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Mstep: Class 1 contains 37230 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7573544 nChanged 98
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	Iteration 49Q: 3 clusters Score -7573559 nChanged 77
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Mstep: Class 1 contains 37377 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7573562 nChanged 53
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Mstep: Class 1 contains 37426 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7573565 nChanged 60
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7573587 nChanged 46
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Mstep: Class 1 contains 37526 members 
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	Iteration 53Q: 3 clusters Score -7573594 nChanged 38
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Mstep: Class 1 contains 37564 members 
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	Iteration 54Q: 3 clusters Score -7573600 nChanged 43
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	Iteration 55Q: 3 clusters Score -7573617 nChanged 38
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Mstep: Class 1 contains 37643 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7573614 nChanged 33
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	Iteration 57Q: 3 clusters Score -7573604 nChanged 27
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	Iteration 58Q: 3 clusters Score -7573607 nChanged 26
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	Iteration 59Q: 3 clusters Score -7573596 nChanged 20
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7573618 nChanged 17
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	Iteration 61Q: 3 clusters Score -7573618 nChanged 14
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	Iteration 62Q: 3 clusters Score -7573620 nChanged 15
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	Iteration 63Q: 3 clusters Score -7573626 nChanged 18
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	Iteration 64Q: 3 clusters Score -7573626 nChanged 17
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	Iteration 65Q: 3 clusters Score -7573624 nChanged 19
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	Iteration 66Q: 3 clusters Score -7573626 nChanged 17
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	Iteration 67Q: 3 clusters Score -7573628 nChanged 15
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Mstep: Class 1 contains 37875 members 
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	Iteration 68Q: 3 clusters Score -7573636 nChanged 16
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	Iteration 69Q: 3 clusters Score -7573631 nChanged 19
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7573630 nChanged 20
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	Iteration 71Q: 3 clusters Score -7573647 nChanged 16
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7573633 nChanged 19
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	Iteration 73Q: 3 clusters Score -7573632 nChanged 25
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	Iteration 74Q: 3 clusters Score -7573631 nChanged 25
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	Iteration 75Q: 3 clusters Score -7573635 nChanged 24
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	Iteration 76Q: 3 clusters Score -7573648 nChanged 25
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	Iteration 77Q: 3 clusters Score -7573642 nChanged 20
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	Iteration 78Q: 3 clusters Score -7573637 nChanged 18
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	Iteration 79Q: 3 clusters Score -7573640 nChanged 18
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Mstep: Class 1 contains 38114 members 
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	Iteration 80F: 3 clusters Score -7573650 nChanged 14
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	Iteration 81Q: 3 clusters Score -7573646 nChanged 15
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	Iteration 82Q: 3 clusters Score -7573656 nChanged 16
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	Iteration 83Q: 3 clusters Score -7573648 nChanged 17
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	Iteration 84Q: 3 clusters Score -7573660 nChanged 18
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	Iteration 85Q: 3 clusters Score -7573664 nChanged 22
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	Iteration 86Q: 3 clusters Score -7573650 nChanged 15
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	Iteration 87Q: 3 clusters Score -7573658 nChanged 15
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	Iteration 88Q: 3 clusters Score -7573638 nChanged 19
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	Iteration 89Q: 3 clusters Score -7573644 nChanged 18
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	Iteration 90Q: 3 clusters Score -7573654 nChanged 20
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	Iteration 91Q: 3 clusters Score -7573650 nChanged 16
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	Iteration 92Q: 3 clusters Score -7573645 nChanged 12
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	Iteration 93Q: 3 clusters Score -7573646 nChanged 12
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	Iteration 94Q: 3 clusters Score -7573649 nChanged 15
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	Iteration 95Q: 3 clusters Score -7573660 nChanged 12
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	Iteration 96Q: 3 clusters Score -7573662 nChanged 16
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	Iteration 97Q: 3 clusters Score -7573662 nChanged 20
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	Iteration 98Q: 3 clusters Score -7573654 nChanged 16
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	Iteration 99Q: 3 clusters Score -7573654 nChanged 16
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Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -7573662.500000 Penalty: 5272.226562
	Iteration 100F: 3 clusters Score -7573662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -7573667.500000 Penalty: 5272.226562
	Iteration 101Q: 3 clusters Score -7573668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7573661.500000 Penalty: 5272.226562
	Iteration 102Q: 3 clusters Score -7573662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -7573665.000000 Penalty: 5272.226562
	Iteration 103Q: 3 clusters Score -7573665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -7573673.000000 Penalty: 5272.226562
	Iteration 104Q: 3 clusters Score -7573673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7573667.500000 Penalty: 5272.226562
	Iteration 105Q: 3 clusters Score -7573668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -7573653.000000 Penalty: 5272.226562
	Iteration 106Q: 3 clusters Score -7573653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7573654.000000 Penalty: 5272.226562
	Iteration 107Q: 3 clusters Score -7573654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7573654.500000 Penalty: 5272.226562
	Iteration 108Q: 3 clusters Score -7573654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -7573660.500000 Penalty: 5272.226562
	Iteration 109Q: 3 clusters Score -7573660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -7573655.000000 Penalty: 5272.226562
	Iteration 110Q: 3 clusters Score -7573655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7573654.500000 Penalty: 5272.226562
	Iteration 111Q: 3 clusters Score -7573654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -7573650.000000 Penalty: 5272.226562
	Iteration 112Q: 3 clusters Score -7573650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7573648.500000 Penalty: 5272.226562
	Iteration 113Q: 3 clusters Score -7573648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7573651.500000 Penalty: 5272.226562
	Iteration 114Q: 3 clusters Score -7573652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -7573655.000000 Penalty: 5272.226562
	Iteration 115Q: 3 clusters Score -7573655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7573653.500000 Penalty: 5272.226562
	Iteration 116Q: 3 clusters Score -7573654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -7573652.500000 Penalty: 5272.226562
	Iteration 117Q: 3 clusters Score -7573652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -7573655.500000 Penalty: 5272.226562
	Iteration 118Q: 3 clusters Score -7573656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -7573655.500000 Penalty: 5272.226562
	Iteration 119F: 3 clusters Score -7573656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Entering Unmasked Estep 
Score: -648981.375000 Penalty: 2024.939575
	Iteration 0F: 2 clusters Score -648981.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -645385.250000 Penalty: 4049.879150
	Iteration 0F: 3 clusters Score -645385.2 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -646131.812500 Penalty: 4049.879150
	Iteration 1F: 3 clusters Score -646131.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -646305.875000 Penalty: 4049.879150
	Iteration 2F: 3 clusters Score -646305.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -646441.062500 Penalty: 4049.879150
	Iteration 3Q: 3 clusters Score -646441.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -646524.437500 Penalty: 4049.879150
	Iteration 4Q: 3 clusters Score -646524.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -646598.000000 Penalty: 4049.879150
	Iteration 5Q: 3 clusters Score -646598 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -646662.125000 Penalty: 4049.879150
	Iteration 6Q: 3 clusters Score -646662.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -646702.500000 Penalty: 4049.879150
	Iteration 7Q: 3 clusters Score -646702.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -646736.062500 Penalty: 4049.879150
	Iteration 8Q: 3 clusters Score -646736.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -646759.062500 Penalty: 4049.879150
	Iteration 9Q: 3 clusters Score -646759.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -646784.750000 Penalty: 4049.879150
	Iteration 10Q: 3 clusters Score -646784.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -646817.437500 Penalty: 4049.879150
	Iteration 11Q: 3 clusters Score -646817.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -646846.750000 Penalty: 4049.879150
	Iteration 12Q: 3 clusters Score -646846.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -646884.312500 Penalty: 4049.879150
	Iteration 13Q: 3 clusters Score -646884.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -646906.312500 Penalty: 4049.879150
	Iteration 14Q: 3 clusters Score -646906.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -646929.500000 Penalty: 4049.879150
	Iteration 15Q: 3 clusters Score -646929.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -646949.125000 Penalty: 4049.879150
	Iteration 16Q: 3 clusters Score -646949.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -646967.937500 Penalty: 4049.879150
	Iteration 17Q: 3 clusters Score -646967.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -646992.937500 Penalty: 4049.879150
	Iteration 18Q: 3 clusters Score -646992.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -647021.750000 Penalty: 4049.879150
	Iteration 19Q: 3 clusters Score -647021.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -647060.062500 Penalty: 4049.879150
	Iteration 20F: 3 clusters Score -647060.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -647091.250000 Penalty: 4049.879150
	Iteration 21Q: 3 clusters Score -647091.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -647121.500000 Penalty: 4049.879150
	Iteration 22Q: 3 clusters Score -647121.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -647139.312500 Penalty: 4049.879150
	Iteration 23Q: 3 clusters Score -647139.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -647156.437500 Penalty: 4049.879150
	Iteration 24Q: 3 clusters Score -647156.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -647174.562500 Penalty: 4049.879150
	Iteration 25Q: 3 clusters Score -647174.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -647188.187500 Penalty: 4049.879150
	Iteration 26Q: 3 clusters Score -647188.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -647196.562500 Penalty: 4049.879150
	Iteration 27Q: 3 clusters Score -647196.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -647204.500000 Penalty: 4049.879150
	Iteration 28Q: 3 clusters Score -647204.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -647213.062500 Penalty: 4049.879150
	Iteration 29Q: 3 clusters Score -647213.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -647220.062500 Penalty: 4049.879150
	Iteration 30Q: 3 clusters Score -647220.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -647226.250000 Penalty: 4049.879150
	Iteration 31Q: 3 clusters Score -647226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -647230.312500 Penalty: 4049.879150
	Iteration 32Q: 3 clusters Score -647230.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -647238.562500 Penalty: 4049.879150
	Iteration 33Q: 3 clusters Score -647238.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -647246.687500 Penalty: 4049.879150
	Iteration 34Q: 3 clusters Score -647246.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -647250.687500 Penalty: 4049.879150
	Iteration 35Q: 3 clusters Score -647250.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -647256.375000 Penalty: 4049.879150
	Iteration 36Q: 3 clusters Score -647256.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -647258.812500 Penalty: 4049.879150
	Iteration 37Q: 3 clusters Score -647258.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -647259.312500 Penalty: 4049.879150
	Iteration 38Q: 3 clusters Score -647259.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -647259.312500 Penalty: 4049.879150
	Iteration 39F: 3 clusters Score -647259.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Entering Unmasked Estep 
Score: -385288.562500 Penalty: 1894.511963
	Iteration 0F: 2 clusters Score -385288.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -382614.218750 Penalty: 3789.023926
	Iteration 0F: 3 clusters Score -382614.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -383081.156250 Penalty: 3789.023926
	Iteration 1F: 3 clusters Score -383081.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -383196.468750 Penalty: 3789.023926
	Iteration 2F: 3 clusters Score -383196.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -383264.906250 Penalty: 3789.023926
	Iteration 3Q: 3 clusters Score -383264.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -383314.093750 Penalty: 3789.023926
	Iteration 4Q: 3 clusters Score -383314.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -383348.000000 Penalty: 3789.023926
	Iteration 5Q: 3 clusters Score -383348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -383375.937500 Penalty: 3789.023926
	Iteration 6Q: 3 clusters Score -383375.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -383400.937500 Penalty: 3789.023926
	Iteration 7Q: 3 clusters Score -383400.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -383416.000000 Penalty: 3789.023926
	Iteration 8Q: 3 clusters Score -383416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -383424.593750 Penalty: 3789.023926
	Iteration 9Q: 3 clusters Score -383424.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -383439.218750 Penalty: 3789.023926
	Iteration 10Q: 3 clusters Score -383439.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -383450.968750 Penalty: 3789.023926
	Iteration 11Q: 3 clusters Score -383451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -383457.531250 Penalty: 3789.023926
	Iteration 12Q: 3 clusters Score -383457.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -383465.156250 Penalty: 3789.023926
	Iteration 13Q: 3 clusters Score -383465.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -383474.062500 Penalty: 3789.023926
	Iteration 14Q: 3 clusters Score -383474.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -383479.656250 Penalty: 3789.023926
	Iteration 15Q: 3 clusters Score -383479.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -383484.187500 Penalty: 3789.023926
	Iteration 16Q: 3 clusters Score -383484.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -383490.562500 Penalty: 3789.023926
	Iteration 17Q: 3 clusters Score -383490.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -383497.718750 Penalty: 3789.023926
	Iteration 18Q: 3 clusters Score -383497.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -383503.968750 Penalty: 3789.023926
	Iteration 19Q: 3 clusters Score -383504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -383507.906250 Penalty: 3789.023926
	Iteration 20F: 3 clusters Score -383507.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -383512.656250 Penalty: 3789.023926
	Iteration 21Q: 3 clusters Score -383512.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -383515.500000 Penalty: 3789.023926
	Iteration 22Q: 3 clusters Score -383515.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -383517.843750 Penalty: 3789.023926
	Iteration 23Q: 3 clusters Score -383517.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -383522.500000 Penalty: 3789.023926
	Iteration 24Q: 3 clusters Score -383522.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -383527.593750 Penalty: 3789.023926
	Iteration 25Q: 3 clusters Score -383527.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -383535.000000 Penalty: 3789.023926
	Iteration 26Q: 3 clusters Score -383535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -383542.375000 Penalty: 3789.023926
	Iteration 27Q: 3 clusters Score -383542.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -383551.125000 Penalty: 3789.023926
	Iteration 28Q: 3 clusters Score -383551.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -383560.218750 Penalty: 3789.023926
	Iteration 29Q: 3 clusters Score -383560.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -383568.750000 Penalty: 3789.023926
	Iteration 30Q: 3 clusters Score -383568.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -383575.156250 Penalty: 3789.023926
	Iteration 31Q: 3 clusters Score -383575.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -383583.875000 Penalty: 3789.023926
	Iteration 32Q: 3 clusters Score -383583.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -383589.531250 Penalty: 3789.023926
	Iteration 33Q: 3 clusters Score -383589.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -383594.250000 Penalty: 3789.023926
	Iteration 34Q: 3 clusters Score -383594.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -383599.218750 Penalty: 3789.023926
	Iteration 35Q: 3 clusters Score -383599.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -383600.718750 Penalty: 3789.023926
	Iteration 36Q: 3 clusters Score -383600.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -383601.718750 Penalty: 3789.023926
	Iteration 37Q: 3 clusters Score -383601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -383602.875000 Penalty: 3789.023926
	Iteration 38Q: 3 clusters Score -383602.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -383603.343750 Penalty: 3789.023926
	Iteration 39Q: 3 clusters Score -383603.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -383604.968750 Penalty: 3789.023926
	Iteration 40F: 3 clusters Score -383605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -383606.843750 Penalty: 3789.023926
	Iteration 41Q: 3 clusters Score -383606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -383607.937500 Penalty: 3789.023926
	Iteration 42Q: 3 clusters Score -383607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -383608.187500 Penalty: 3789.023926
	Iteration 43Q: 3 clusters Score -383608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -383608.187500 Penalty: 3789.023926
	Iteration 44F: 3 clusters Score -383608.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Entering Unmasked Estep 
Score: -8164224.000000 Penalty: 2650.710205
	Iteration 0F: 2 clusters Score -8164224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -8135255.000000 Penalty: 5301.420410
	Iteration 0F: 3 clusters Score -8135255 nChanged 20202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -8146226.000000 Penalty: 5301.420410
	Iteration 1F: 3 clusters Score -8146226 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -8146790.000000 Penalty: 5301.420410
	Iteration 2Q: 3 clusters Score -8146790 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -8147332.500000 Penalty: 5301.420410
	Iteration 3Q: 3 clusters Score -8147332 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -8147986.500000 Penalty: 5301.420410
	Iteration 4Q: 3 clusters Score -8147986 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -8148902.000000 Penalty: 5301.420410
	Iteration 5Q: 3 clusters Score -8148902 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -8150340.500000 Penalty: 5301.420410
	Iteration 6F: 3 clusters Score -8150340 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -8152505.500000 Penalty: 5301.420410
	Iteration 7F: 3 clusters Score -8152506 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -8155187.000000 Penalty: 5301.420410
	Iteration 8F: 3 clusters Score -8155187 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -8157811.000000 Penalty: 5301.420410
	Iteration 9F: 3 clusters Score -8157811 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8159845.000000 Penalty: 5301.420410
	Iteration 10F: 3 clusters Score -8159845 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8160963.000000 Penalty: 5301.420410
	Iteration 11Q: 3 clusters Score -8160963 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8161641.500000 Penalty: 5301.420410
	Iteration 12Q: 3 clusters Score -8161642 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8161961.000000 Penalty: 5301.420410
	Iteration 13Q: 3 clusters Score -8161961 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8162202.000000 Penalty: 5301.420410
	Iteration 14Q: 3 clusters Score -8162202 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8162381.500000 Penalty: 5301.420410
	Iteration 15Q: 3 clusters Score -8162382 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8162504.500000 Penalty: 5301.420410
	Iteration 16Q: 3 clusters Score -8162504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8162606.500000 Penalty: 5301.420410
	Iteration 17Q: 3 clusters Score -8162606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8162699.500000 Penalty: 5301.420410
	Iteration 18Q: 3 clusters Score -8162700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8162784.000000 Penalty: 5301.420410
	Iteration 19Q: 3 clusters Score -8162784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8162851.000000 Penalty: 5301.420410
	Iteration 20F: 3 clusters Score -8162851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8162909.000000 Penalty: 5301.420410
	Iteration 21Q: 3 clusters Score -8162909 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8162952.500000 Penalty: 5301.420410
	Iteration 22Q: 3 clusters Score -8162952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8162993.500000 Penalty: 5301.420410
	Iteration 23Q: 3 clusters Score -8162994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8163036.000000 Penalty: 5301.420410
	Iteration 24Q: 3 clusters Score -8163036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8163084.000000 Penalty: 5301.420410
	Iteration 25Q: 3 clusters Score -8163084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8163111.500000 Penalty: 5301.420410
	Iteration 26Q: 3 clusters Score -8163112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8163147.500000 Penalty: 5301.420410
	Iteration 27Q: 3 clusters Score -8163148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8163173.000000 Penalty: 5301.420410
	Iteration 28Q: 3 clusters Score -8163173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8163193.500000 Penalty: 5301.420410
	Iteration 29Q: 3 clusters Score -8163194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8163208.500000 Penalty: 5301.420410
	Iteration 30Q: 3 clusters Score -8163208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8163211.500000 Penalty: 5301.420410
	Iteration 31Q: 3 clusters Score -8163212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8163208.000000 Penalty: 5301.420410
	Iteration 32Q: 3 clusters Score -8163208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8163211.000000 Penalty: 5301.420410
	Iteration 33F: 3 clusters Score -8163211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8163213.500000 Penalty: 5301.420410
	Iteration 34Q: 3 clusters Score -8163214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8163213.500000 Penalty: 5301.420410
	Iteration 35F: 3 clusters Score -8163214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (32405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Entering Unmasked Estep 
Score: -5818960.000000 Penalty: 2575.744873
	Iteration 0F: 2 clusters Score -5818960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -5796663.000000 Penalty: 5151.489746
	Iteration 0F: 3 clusters Score -5796663 nChanged 14712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -5804704.000000 Penalty: 5151.489746
	Iteration 1F: 3 clusters Score -5804704 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -5805158.500000 Penalty: 5151.489746
	Iteration 2Q: 3 clusters Score -5805158 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -5805602.500000 Penalty: 5151.489746
	Iteration 3Q: 3 clusters Score -5805602 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -5806263.500000 Penalty: 5151.489746
	Iteration 4Q: 3 clusters Score -5806264 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -5807209.500000 Penalty: 5151.489746
	Iteration 5F: 3 clusters Score -5807210 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -5808569.500000 Penalty: 5151.489746
	Iteration 6F: 3 clusters Score -5808570 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -5810610.000000 Penalty: 5151.489746
	Iteration 7F: 3 clusters Score -5810610 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -5813015.000000 Penalty: 5151.489746
	Iteration 8F: 3 clusters Score -5813015 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -5814960.000000 Penalty: 5151.489746
	Iteration 9F: 3 clusters Score -5814960 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -5815927.500000 Penalty: 5151.489746
	Iteration 10Q: 3 clusters Score -5815928 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -5816306.000000 Penalty: 5151.489746
	Iteration 11Q: 3 clusters Score -5816306 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -5816471.500000 Penalty: 5151.489746
	Iteration 12Q: 3 clusters Score -5816472 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -5816573.500000 Penalty: 5151.489746
	Iteration 13Q: 3 clusters Score -5816574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -5816606.500000 Penalty: 5151.489746
	Iteration 14Q: 3 clusters Score -5816606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -5816633.500000 Penalty: 5151.489746
	Iteration 15Q: 3 clusters Score -5816634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -5816646.000000 Penalty: 5151.489746
	Iteration 16Q: 3 clusters Score -5816646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -5816668.000000 Penalty: 5151.489746
	Iteration 17Q: 3 clusters Score -5816668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -5816680.000000 Penalty: 5151.489746
	Iteration 18Q: 3 clusters Score -5816680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -5816697.000000 Penalty: 5151.489746
	Iteration 19Q: 3 clusters Score -5816697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -5816694.500000 Penalty: 5151.489746
	Iteration 20F: 3 clusters Score -5816694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -5816699.500000 Penalty: 5151.489746
	Iteration 21Q: 3 clusters Score -5816700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -5816699.500000 Penalty: 5151.489746
	Iteration 22F: 3 clusters Score -5816700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Entering Unmasked Estep 
Score: -7409540.500000 Penalty: 2629.047852
	Iteration 0F: 2 clusters Score -7409540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -7382615.000000 Penalty: 5258.095703
	Iteration 0F: 3 clusters Score -7382615 nChanged 18285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -7392351.000000 Penalty: 5258.095703
	Iteration 1F: 3 clusters Score -7392351 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -7392780.500000 Penalty: 5258.095703
	Iteration 2Q: 3 clusters Score -7392780 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -7393127.000000 Penalty: 5258.095703
	Iteration 3Q: 3 clusters Score -7393127 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -7393403.000000 Penalty: 5258.095703
	Iteration 4Q: 3 clusters Score -7393403 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -7393699.500000 Penalty: 5258.095703
	Iteration 5Q: 3 clusters Score -7393700 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -7394024.000000 Penalty: 5258.095703
	Iteration 6Q: 3 clusters Score -7394024 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -7394415.500000 Penalty: 5258.095703
	Iteration 7Q: 3 clusters Score -7394416 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -7394842.000000 Penalty: 5258.095703
	Iteration 8Q: 3 clusters Score -7394842 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -7395531.000000 Penalty: 5258.095703
	Iteration 9Q: 3 clusters Score -7395531 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -7396483.000000 Penalty: 5258.095703
	Iteration 10Q: 3 clusters Score -7396483 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -7397772.000000 Penalty: 5258.095703
	Iteration 11F: 3 clusters Score -7397772 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -7399524.500000 Penalty: 5258.095703
	Iteration 12F: 3 clusters Score -7399524 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -7401508.000000 Penalty: 5258.095703
	Iteration 13F: 3 clusters Score -7401508 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35382 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -7403321.000000 Penalty: 5258.095703
	Iteration 14F: 3 clusters Score -7403321 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7404772.500000 Penalty: 5258.095703
	Iteration 15Q: 3 clusters Score -7404772 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7405743.500000 Penalty: 5258.095703
	Iteration 16Q: 3 clusters Score -7405744 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7406287.000000 Penalty: 5258.095703
	Iteration 17Q: 3 clusters Score -7406287 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7406609.500000 Penalty: 5258.095703
	Iteration 18Q: 3 clusters Score -7406610 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7406813.000000 Penalty: 5258.095703
	Iteration 19Q: 3 clusters Score -7406813 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7406961.000000 Penalty: 5258.095703
	Iteration 20F: 3 clusters Score -7406961 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7407065.500000 Penalty: 5258.095703
	Iteration 21Q: 3 clusters Score -7407066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7407110.500000 Penalty: 5258.095703
	Iteration 22Q: 3 clusters Score -7407110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7407168.000000 Penalty: 5258.095703
	Iteration 23Q: 3 clusters Score -7407168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7407180.500000 Penalty: 5258.095703
	Iteration 24Q: 3 clusters Score -7407180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7407200.000000 Penalty: 5258.095703
	Iteration 25Q: 3 clusters Score -7407200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7407223.500000 Penalty: 5258.095703
	Iteration 26Q: 3 clusters Score -7407224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7407241.500000 Penalty: 5258.095703
	Iteration 27Q: 3 clusters Score -7407242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7407267.000000 Penalty: 5258.095703
	Iteration 28Q: 3 clusters Score -7407267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7407275.500000 Penalty: 5258.095703
	Iteration 29Q: 3 clusters Score -7407276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7407287.500000 Penalty: 5258.095703
	Iteration 30Q: 3 clusters Score -7407288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7407300.000000 Penalty: 5258.095703
	Iteration 31Q: 3 clusters Score -7407300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7407293.500000 Penalty: 5258.095703
	Iteration 32Q: 3 clusters Score -7407294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7407291.000000 Penalty: 5258.095703
	Iteration 33Q: 3 clusters Score -7407291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7407299.500000 Penalty: 5258.095703
	Iteration 34Q: 3 clusters Score -7407300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7407303.500000 Penalty: 5258.095703
	Iteration 35Q: 3 clusters Score -7407304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7407304.000000 Penalty: 5258.095703
	Iteration 36Q: 3 clusters Score -7407304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7407304.000000 Penalty: 5258.095703
	Iteration 37F: 3 clusters Score -7407304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (54296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Entering Unmasked Estep 
Score: -10153649.000000 Penalty: 2703.747070
	Iteration 0F: 2 clusters Score -1.015365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -10123517.000000 Penalty: 5407.494141
	Iteration 0F: 3 clusters Score -1.012352e+07 nChanged 25232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -10137528.000000 Penalty: 5407.494141
	Iteration 1F: 3 clusters Score -1.013753e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -10138154.000000 Penalty: 5407.494141
	Iteration 2Q: 3 clusters Score -1.013815e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -10138775.000000 Penalty: 5407.494141
	Iteration 3Q: 3 clusters Score -1.013878e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -10139427.000000 Penalty: 5407.494141
	Iteration 4Q: 3 clusters Score -1.013943e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -10140127.000000 Penalty: 5407.494141
	Iteration 5Q: 3 clusters Score -1.014013e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -10141160.000000 Penalty: 5407.494141
	Iteration 6Q: 3 clusters Score -1.014116e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -10142889.000000 Penalty: 5407.494141
	Iteration 7F: 3 clusters Score -1.014289e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -10145388.000000 Penalty: 5407.494141
	Iteration 8F: 3 clusters Score -1.014539e+07 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -10148310.000000 Penalty: 5407.494141
	Iteration 9F: 3 clusters Score -1.014831e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -10150416.000000 Penalty: 5407.494141
	Iteration 10F: 3 clusters Score -1.015042e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -10151358.000000 Penalty: 5407.494141
	Iteration 11Q: 3 clusters Score -1.015136e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -10151890.000000 Penalty: 5407.494141
	Iteration 12Q: 3 clusters Score -1.015189e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -10152286.000000 Penalty: 5407.494141
	Iteration 13Q: 3 clusters Score -1.015229e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -10152577.000000 Penalty: 5407.494141
	Iteration 14Q: 3 clusters Score -1.015258e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -10152851.000000 Penalty: 5407.494141
	Iteration 15Q: 3 clusters Score -1.015285e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -10153088.000000 Penalty: 5407.494141
	Iteration 16Q: 3 clusters Score -1.015309e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -10153279.000000 Penalty: 5407.494141
	Iteration 17Q: 3 clusters Score -1.015328e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -10153485.000000 Penalty: 5407.494141
	Iteration 18Q: 3 clusters Score -1.015348e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -10153689.000000 Penalty: 5407.494141
	Iteration 19Q: 3 clusters Score -1.015369e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -10153837.000000 Penalty: 5407.494141
	Iteration 20F: 3 clusters Score -1.015384e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -10154020.000000 Penalty: 5407.494141
	Iteration 21Q: 3 clusters Score -1.015402e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -10154086.000000 Penalty: 5407.494141
	Iteration 22Q: 3 clusters Score -1.015409e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -10154209.000000 Penalty: 5407.494141
	Iteration 23Q: 3 clusters Score -1.015421e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -10154289.000000 Penalty: 5407.494141
	Iteration 24Q: 3 clusters Score -1.015429e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -10154351.000000 Penalty: 5407.494141
	Iteration 25Q: 3 clusters Score -1.015435e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -10154413.000000 Penalty: 5407.494141
	Iteration 26Q: 3 clusters Score -1.015441e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -10154440.000000 Penalty: 5407.494141
	Iteration 27Q: 3 clusters Score -1.015444e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -10154475.000000 Penalty: 5407.494141
	Iteration 28Q: 3 clusters Score -1.015448e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -10154523.000000 Penalty: 5407.494141
	Iteration 29Q: 3 clusters Score -1.015452e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -10154548.000000 Penalty: 5407.494141
	Iteration 30Q: 3 clusters Score -1.015455e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -10154557.000000 Penalty: 5407.494141
	Iteration 31Q: 3 clusters Score -1.015456e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -10154538.000000 Penalty: 5407.494141
	Iteration 32Q: 3 clusters Score -1.015454e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -10154535.000000 Penalty: 5407.494141
	Iteration 33Q: 3 clusters Score -1.015454e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -10154521.000000 Penalty: 5407.494141
	Iteration 34Q: 3 clusters Score -1.015452e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -10154523.000000 Penalty: 5407.494141
	Iteration 35Q: 3 clusters Score -1.015452e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -10154506.000000 Penalty: 5407.494141
	Iteration 36Q: 3 clusters Score -1.015451e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -10154506.000000 Penalty: 5407.494141
	Iteration 37Q: 3 clusters Score -1.015451e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -10154527.000000 Penalty: 5407.494141
	Iteration 38Q: 3 clusters Score -1.015453e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -10154530.000000 Penalty: 5407.494141
	Iteration 39Q: 3 clusters Score -1.015453e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -10154548.000000 Penalty: 5407.494141
	Iteration 40F: 3 clusters Score -1.015455e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -10154547.000000 Penalty: 5407.494141
	Iteration 41Q: 3 clusters Score -1.015455e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -10154556.000000 Penalty: 5407.494141
	Iteration 42Q: 3 clusters Score -1.015456e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -10154553.000000 Penalty: 5407.494141
	Iteration 43Q: 3 clusters Score -1.015455e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -10154566.000000 Penalty: 5407.494141
	Iteration 44Q: 3 clusters Score -1.015457e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -10154557.000000 Penalty: 5407.494141
	Iteration 45Q: 3 clusters Score -1.015456e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -10154510.000000 Penalty: 5407.494141
	Iteration 46Q: 3 clusters Score -1.015451e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -10154478.000000 Penalty: 5407.494141
	Iteration 47Q: 3 clusters Score -1.015448e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -10154463.000000 Penalty: 5407.494141
	Iteration 48Q: 3 clusters Score -1.015446e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -10154424.000000 Penalty: 5407.494141
	Iteration 49Q: 3 clusters Score -1.015442e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -10154427.000000 Penalty: 5407.494141
	Iteration 50Q: 3 clusters Score -1.015443e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -10154479.000000 Penalty: 5407.494141
	Iteration 51Q: 3 clusters Score -1.015448e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -10154471.000000 Penalty: 5407.494141
	Iteration 52Q: 3 clusters Score -1.015447e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -10154462.000000 Penalty: 5407.494141
	Iteration 53Q: 3 clusters Score -1.015446e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -10154509.000000 Penalty: 5407.494141
	Iteration 54Q: 3 clusters Score -1.015451e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -10154509.000000 Penalty: 5407.494141
	Iteration 55Q: 3 clusters Score -1.015451e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -10154509.000000 Penalty: 5407.494141
	Iteration 56Q: 3 clusters Score -1.015451e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -10154458.000000 Penalty: 5407.494141
	Iteration 57Q: 3 clusters Score -1.015446e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -10154492.000000 Penalty: 5407.494141
	Iteration 58Q: 3 clusters Score -1.015449e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -10154434.000000 Penalty: 5407.494141
	Iteration 59Q: 3 clusters Score -1.015443e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -10154409.000000 Penalty: 5407.494141
	Iteration 60F: 3 clusters Score -1.015441e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -10154316.000000 Penalty: 5407.494141
	Iteration 61Q: 3 clusters Score -1.015432e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -10154273.000000 Penalty: 5407.494141
	Iteration 62Q: 3 clusters Score -1.015427e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -10154212.000000 Penalty: 5407.494141
	Iteration 63Q: 3 clusters Score -1.015421e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -10154163.000000 Penalty: 5407.494141
	Iteration 64Q: 3 clusters Score -1.015416e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -10154159.000000 Penalty: 5407.494141
	Iteration 65Q: 3 clusters Score -1.015416e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.015413e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.015408e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.015407e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -10154024.000000 Penalty: 5407.494141
	Iteration 69Q: 3 clusters Score -1.015402e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.015398e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -10154012.000000 Penalty: 5407.494141
	Iteration 71Q: 3 clusters Score -1.015401e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -10154043.000000 Penalty: 5407.494141
	Iteration 72Q: 3 clusters Score -1.015404e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -10154045.000000 Penalty: 5407.494141
	Iteration 73Q: 3 clusters Score -1.015404e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.015409e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.015413e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.01541e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -10154092.000000 Penalty: 5407.494141
	Iteration 77Q: 3 clusters Score -1.015409e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -10154150.000000 Penalty: 5407.494141
	Iteration 78Q: 3 clusters Score -1.015415e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -10154191.000000 Penalty: 5407.494141
	Iteration 79Q: 3 clusters Score -1.015419e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -10154259.000000 Penalty: 5407.494141
	Iteration 80F: 3 clusters Score -1.015426e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -10154327.000000 Penalty: 5407.494141
	Iteration 81Q: 3 clusters Score -1.015433e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -10154368.000000 Penalty: 5407.494141
	Iteration 82Q: 3 clusters Score -1.015437e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -10154392.000000 Penalty: 5407.494141
	Iteration 83Q: 3 clusters Score -1.015439e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.015436e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.015432e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.015441e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.015447e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.015451e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.015448e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.015452e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.015455e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.015451e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.015447e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.015449e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.015448e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.015446e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.015446e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.015442e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.01544e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -10154369.000000 Penalty: 5407.494141
	Iteration 100F: 3 clusters Score -1.015437e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -10154343.000000 Penalty: 5407.494141
	Iteration 101Q: 3 clusters Score -1.015434e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.015434e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -10154293.000000 Penalty: 5407.494141
	Iteration 103Q: 3 clusters Score -1.015429e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -10154288.000000 Penalty: 5407.494141
	Iteration 104Q: 3 clusters Score -1.015429e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -10154222.000000 Penalty: 5407.494141
	Iteration 105Q: 3 clusters Score -1.015422e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -10154154.000000 Penalty: 5407.494141
	Iteration 106Q: 3 clusters Score -1.015415e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -10154032.000000 Penalty: 5407.494141
	Iteration 107Q: 3 clusters Score -1.015403e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.015395e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -10153800.000000 Penalty: 5407.494141
	Iteration 109Q: 3 clusters Score -1.01538e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -10153668.000000 Penalty: 5407.494141
	Iteration 110Q: 3 clusters Score -1.015367e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.015356e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -10153493.000000 Penalty: 5407.494141
	Iteration 112Q: 3 clusters Score -1.015349e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -10153433.000000 Penalty: 5407.494141
	Iteration 113Q: 3 clusters Score -1.015343e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -10153328.000000 Penalty: 5407.494141
	Iteration 114Q: 3 clusters Score -1.015333e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.015327e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.01532e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -10153194.000000 Penalty: 5407.494141
	Iteration 117Q: 3 clusters Score -1.015319e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -10153157.000000 Penalty: 5407.494141
	Iteration 118Q: 3 clusters Score -1.015316e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -10153142.000000 Penalty: 5407.494141
	Iteration 119Q: 3 clusters Score -1.015314e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1.01531e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.015308e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.015306e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.015304e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.015303e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.015298e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.015295e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 49718 members 
Entering Unmasked Estep 
Score: -10152933.000000 Penalty: 5407.494141
	Iteration 127Q: 3 clusters Score -1.015293e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -10152910.000000 Penalty: 5407.494141
	Iteration 128Q: 3 clusters Score -1.015291e+07 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.015291e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 49853 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.015289e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -10152848.000000 Penalty: 5407.494141
	Iteration 131Q: 3 clusters Score -1.015285e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.015285e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.015285e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.015284e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.015284e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.015285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 49992 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.015285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.015284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.015283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1.015284e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.015283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.015284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.015282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.015283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.015283e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 50107 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.015282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.015281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -10152798.000000 Penalty: 5407.494141
	Iteration 148Q: 3 clusters Score -1.01528e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -10152795.000000 Penalty: 5407.494141
	Iteration 149Q: 3 clusters Score -1.01528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -10152791.000000 Penalty: 5407.494141
	Iteration 150Q: 3 clusters Score -1.015279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -10152787.000000 Penalty: 5407.494141
	Iteration 151Q: 3 clusters Score -1.015279e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 50178 members 
Entering Unmasked Estep 
Score: -10152771.000000 Penalty: 5407.494141
	Iteration 152Q: 3 clusters Score -1.015277e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -10152776.000000 Penalty: 5407.494141
	Iteration 153Q: 3 clusters Score -1.015278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -10152766.000000 Penalty: 5407.494141
	Iteration 154Q: 3 clusters Score -1.015277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -10152756.000000 Penalty: 5407.494141
	Iteration 155Q: 3 clusters Score -1.015276e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -10152771.000000 Penalty: 5407.494141
	Iteration 156Q: 3 clusters Score -1.015277e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -10152775.000000 Penalty: 5407.494141
	Iteration 157Q: 3 clusters Score -1.015278e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -10152784.000000 Penalty: 5407.494141
	Iteration 158Q: 3 clusters Score -1.015278e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -10152755.000000 Penalty: 5407.494141
	Iteration 159Q: 3 clusters Score -1.015276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -10152745.000000 Penalty: 5407.494141
	Iteration 160F: 3 clusters Score -1.015274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -10152740.000000 Penalty: 5407.494141
	Iteration 161Q: 3 clusters Score -1.015274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -10152743.000000 Penalty: 5407.494141
	Iteration 162Q: 3 clusters Score -1.015274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -10152733.000000 Penalty: 5407.494141
	Iteration 163Q: 3 clusters Score -1.015273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -10152733.000000 Penalty: 5407.494141
	Iteration 164Q: 3 clusters Score -1.015273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -10152736.000000 Penalty: 5407.494141
	Iteration 165Q: 3 clusters Score -1.015274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -10152727.000000 Penalty: 5407.494141
	Iteration 166Q: 3 clusters Score -1.015273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -10152727.000000 Penalty: 5407.494141
	Iteration 167F: 3 clusters Score -1.015273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Entering Unmasked Estep 
Score: -8328978.000000 Penalty: 2655.865967
	Iteration 0F: 2 clusters Score -8328978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -8299773.500000 Penalty: 5311.731934
	Iteration 0F: 3 clusters Score -8299774 nChanged 20788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -8311153.500000 Penalty: 5311.731934
	Iteration 1F: 3 clusters Score -8311154 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -8311740.500000 Penalty: 5311.731934
	Iteration 2Q: 3 clusters Score -8311740 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -8312368.000000 Penalty: 5311.731934
	Iteration 3Q: 3 clusters Score -8312368 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -8313226.000000 Penalty: 5311.731934
	Iteration 4Q: 3 clusters Score -8313226 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -8314385.500000 Penalty: 5311.731934
	Iteration 5F: 3 clusters Score -8314386 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -8316015.500000 Penalty: 5311.731934
	Iteration 6F: 3 clusters Score -8316016 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -8318586.500000 Penalty: 5311.731934
	Iteration 7F: 3 clusters Score -8318586 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -8321475.000000 Penalty: 5311.731934
	Iteration 8F: 3 clusters Score -8321475 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -8324015.500000 Penalty: 5311.731934
	Iteration 9F: 3 clusters Score -8324016 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -8325596.500000 Penalty: 5311.731934
	Iteration 10Q: 3 clusters Score -8325596 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -8326291.000000 Penalty: 5311.731934
	Iteration 11Q: 3 clusters Score -8326291 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8326504.500000 Penalty: 5311.731934
	Iteration 12Q: 3 clusters Score -8326504 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -8326659.000000 Penalty: 5311.731934
	Iteration 13Q: 3 clusters Score -8326659 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -8326705.500000 Penalty: 5311.731934
	Iteration 14Q: 3 clusters Score -8326706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -8326727.000000 Penalty: 5311.731934
	Iteration 15Q: 3 clusters Score -8326727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8326750.500000 Penalty: 5311.731934
	Iteration 16Q: 3 clusters Score -8326750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -8326761.500000 Penalty: 5311.731934
	Iteration 17Q: 3 clusters Score -8326762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -8326772.000000 Penalty: 5311.731934
	Iteration 18Q: 3 clusters Score -8326772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -8326771.500000 Penalty: 5311.731934
	Iteration 19Q: 3 clusters Score -8326772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -8326771.500000 Penalty: 5311.731934
	Iteration 20F: 3 clusters Score -8326772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -578711.500000 Penalty: 1998.150879
	Iteration 0F: 2 clusters Score -578711.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -575344.750000 Penalty: 3996.301758
	Iteration 0F: 3 clusters Score -575344.8 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -576002.125000 Penalty: 3996.301758
	Iteration 1F: 3 clusters Score -576002.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -576145.687500 Penalty: 3996.301758
	Iteration 2F: 3 clusters Score -576145.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -576242.875000 Penalty: 3996.301758
	Iteration 3Q: 3 clusters Score -576242.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -576299.875000 Penalty: 3996.301758
	Iteration 4Q: 3 clusters Score -576299.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -576332.875000 Penalty: 3996.301758
	Iteration 5Q: 3 clusters Score -576332.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -576348.500000 Penalty: 3996.301758
	Iteration 6Q: 3 clusters Score -576348.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -576362.875000 Penalty: 3996.301758
	Iteration 7Q: 3 clusters Score -576362.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -576375.062500 Penalty: 3996.301758
	Iteration 8Q: 3 clusters Score -576375.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -576391.812500 Penalty: 3996.301758
	Iteration 9Q: 3 clusters Score -576391.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -576402.375000 Penalty: 3996.301758
	Iteration 10Q: 3 clusters Score -576402.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -576408.437500 Penalty: 3996.301758
	Iteration 11Q: 3 clusters Score -576408.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -576413.125000 Penalty: 3996.301758
	Iteration 12Q: 3 clusters Score -576413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -576418.187500 Penalty: 3996.301758
	Iteration 13Q: 3 clusters Score -576418.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -576420.937500 Penalty: 3996.301758
	Iteration 14Q: 3 clusters Score -576420.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -576423.625000 Penalty: 3996.301758
	Iteration 15Q: 3 clusters Score -576423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -576426.375000 Penalty: 3996.301758
	Iteration 16Q: 3 clusters Score -576426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -576428.000000 Penalty: 3996.301758
	Iteration 17Q: 3 clusters Score -576428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -576431.937500 Penalty: 3996.301758
	Iteration 18Q: 3 clusters Score -576431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -576433.437500 Penalty: 3996.301758
	Iteration 19Q: 3 clusters Score -576433.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -576434.875000 Penalty: 3996.301758
	Iteration 20F: 3 clusters Score -576434.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -446193.968750 Penalty: 1947.404907
	Iteration 0F: 2 clusters Score -446194 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 1270 members 
Entering Unmasked Estep 
Score: -443233.406250 Penalty: 3894.809814
	Iteration 0F: 3 clusters Score -443233.4 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -443799.531250 Penalty: 3894.809814
	Iteration 1F: 3 clusters Score -443799.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -443953.625000 Penalty: 3894.809814
	Iteration 2F: 3 clusters Score -443953.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -444034.375000 Penalty: 3894.809814
	Iteration 3Q: 3 clusters Score -444034.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -444085.687500 Penalty: 3894.809814
	Iteration 4Q: 3 clusters Score -444085.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -444132.937500 Penalty: 3894.809814
	Iteration 5Q: 3 clusters Score -444132.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -444180.687500 Penalty: 3894.809814
	Iteration 6Q: 3 clusters Score -444180.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -444238.062500 Penalty: 3894.809814
	Iteration 7Q: 3 clusters Score -444238.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -444283.625000 Penalty: 3894.809814
	Iteration 8Q: 3 clusters Score -444283.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -444328.625000 Penalty: 3894.809814
	Iteration 9Q: 3 clusters Score -444328.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -444356.187500 Penalty: 3894.809814
	Iteration 10Q: 3 clusters Score -444356.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -444381.906250 Penalty: 3894.809814
	Iteration 11Q: 3 clusters Score -444381.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -444410.406250 Penalty: 3894.809814
	Iteration 12Q: 3 clusters Score -444410.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -444437.875000 Penalty: 3894.809814
	Iteration 13Q: 3 clusters Score -444437.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -444456.906250 Penalty: 3894.809814
	Iteration 14Q: 3 clusters Score -444456.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -444477.343750 Penalty: 3894.809814
	Iteration 15Q: 3 clusters Score -444477.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -444502.468750 Penalty: 3894.809814
	Iteration 16Q: 3 clusters Score -444502.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -444529.281250 Penalty: 3894.809814
	Iteration 17Q: 3 clusters Score -444529.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -444555.968750 Penalty: 3894.809814
	Iteration 18Q: 3 clusters Score -444556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -444591.968750 Penalty: 3894.809814
	Iteration 19Q: 3 clusters Score -444592 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -444617.062500 Penalty: 3894.809814
	Iteration 20F: 3 clusters Score -444617.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -444631.937500 Penalty: 3894.809814
	Iteration 21Q: 3 clusters Score -444631.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -444638.156250 Penalty: 3894.809814
	Iteration 22Q: 3 clusters Score -444638.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -444647.843750 Penalty: 3894.809814
	Iteration 23Q: 3 clusters Score -444647.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -444653.000000 Penalty: 3894.809814
	Iteration 24Q: 3 clusters Score -444653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -444655.031250 Penalty: 3894.809814
	Iteration 25Q: 3 clusters Score -444655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -444657.656250 Penalty: 3894.809814
	Iteration 26Q: 3 clusters Score -444657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -444659.687500 Penalty: 3894.809814
	Iteration 27Q: 3 clusters Score -444659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -444661.125000 Penalty: 3894.809814
	Iteration 28Q: 3 clusters Score -444661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -444661.875000 Penalty: 3894.809814
	Iteration 29Q: 3 clusters Score -444661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -444663.500000 Penalty: 3894.809814
	Iteration 30Q: 3 clusters Score -444663.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -444664.406250 Penalty: 3894.809814
	Iteration 31Q: 3 clusters Score -444664.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -444666.437500 Penalty: 3894.809814
	Iteration 32Q: 3 clusters Score -444666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -444668.218750 Penalty: 3894.809814
	Iteration 33Q: 3 clusters Score -444668.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -444668.437500 Penalty: 3894.809814
	Iteration 34Q: 3 clusters Score -444668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -444669.468750 Penalty: 3894.809814
	Iteration 35Q: 3 clusters Score -444669.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -444669.968750 Penalty: 3894.809814
	Iteration 36Q: 3 clusters Score -444670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -444669.968750 Penalty: 3894.809814
	Iteration 37F: 3 clusters Score -444670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Entering Unmasked Estep 
Score: -8053407.000000 Penalty: 2649.701416
	Iteration 0F: 2 clusters Score -8053407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -8024428.500000 Penalty: 5299.402832
	Iteration 0F: 3 clusters Score -8024428 nChanged 20086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -8035292.000000 Penalty: 5299.402832
	Iteration 1F: 3 clusters Score -8035292 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -8035779.000000 Penalty: 5299.402832
	Iteration 2Q: 3 clusters Score -8035779 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -8036223.000000 Penalty: 5299.402832
	Iteration 3Q: 3 clusters Score -8036223 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -8036632.000000 Penalty: 5299.402832
	Iteration 4Q: 3 clusters Score -8036632 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -8037135.000000 Penalty: 5299.402832
	Iteration 5Q: 3 clusters Score -8037135 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -8037834.000000 Penalty: 5299.402832
	Iteration 6Q: 3 clusters Score -8037834 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -8038929.000000 Penalty: 5299.402832
	Iteration 7Q: 3 clusters Score -8038929 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -8040443.500000 Penalty: 5299.402832
	Iteration 8F: 3 clusters Score -8040444 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -8042394.000000 Penalty: 5299.402832
	Iteration 9F: 3 clusters Score -8042394 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -8044581.500000 Penalty: 5299.402832
	Iteration 10F: 3 clusters Score -8044582 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -8046592.000000 Penalty: 5299.402832
	Iteration 11F: 3 clusters Score -8046592 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -8048025.000000 Penalty: 5299.402832
	Iteration 12Q: 3 clusters Score -8048025 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -8049010.500000 Penalty: 5299.402832
	Iteration 13Q: 3 clusters Score -8049010 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8049780.000000 Penalty: 5299.402832
	Iteration 14Q: 3 clusters Score -8049780 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8050263.500000 Penalty: 5299.402832
	Iteration 15Q: 3 clusters Score -8050264 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8050574.500000 Penalty: 5299.402832
	Iteration 16Q: 3 clusters Score -8050574 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8050813.000000 Penalty: 5299.402832
	Iteration 17Q: 3 clusters Score -8050813 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8050961.000000 Penalty: 5299.402832
	Iteration 18Q: 3 clusters Score -8050961 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8051056.500000 Penalty: 5299.402832
	Iteration 19Q: 3 clusters Score -8051056 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8051115.000000 Penalty: 5299.402832
	Iteration 20F: 3 clusters Score -8051115 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8051165.500000 Penalty: 5299.402832
	Iteration 21Q: 3 clusters Score -8051166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8051201.500000 Penalty: 5299.402832
	Iteration 22Q: 3 clusters Score -8051202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8051224.000000 Penalty: 5299.402832
	Iteration 23Q: 3 clusters Score -8051224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8051238.000000 Penalty: 5299.402832
	Iteration 24Q: 3 clusters Score -8051238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8051236.000000 Penalty: 5299.402832
	Iteration 25Q: 3 clusters Score -8051236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8051243.000000 Penalty: 5299.402832
	Iteration 26Q: 3 clusters Score -8051243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8051242.500000 Penalty: 5299.402832
	Iteration 27Q: 3 clusters Score -8051242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8051244.500000 Penalty: 5299.402832
	Iteration 28Q: 3 clusters Score -8051244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8051248.000000 Penalty: 5299.402832
	Iteration 29Q: 3 clusters Score -8051248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8051249.500000 Penalty: 5299.402832
	Iteration 30Q: 3 clusters Score -8051250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8051254.500000 Penalty: 5299.402832
	Iteration 31Q: 3 clusters Score -8051254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8051254.000000 Penalty: 5299.402832
	Iteration 32Q: 3 clusters Score -8051254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8051256.500000 Penalty: 5299.402832
	Iteration 33Q: 3 clusters Score -8051256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8051256.500000 Penalty: 5299.402832
	Iteration 34F: 3 clusters Score -8051256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Entering Unmasked Estep 
Score: -8538113.000000 Penalty: 2663.315674
	Iteration 0F: 2 clusters Score -8538113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -8508918.000000 Penalty: 5326.631348
	Iteration 0F: 3 clusters Score -8508918 nChanged 21088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -8520468.000000 Penalty: 5326.631348
	Iteration 1F: 3 clusters Score -8520468 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -8521135.000000 Penalty: 5326.631348
	Iteration 2Q: 3 clusters Score -8521135 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -8521888.000000 Penalty: 5326.631348
	Iteration 3Q: 3 clusters Score -8521888 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -8522893.000000 Penalty: 5326.631348
	Iteration 4Q: 3 clusters Score -8522893 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -8524514.000000 Penalty: 5326.631348
	Iteration 5F: 3 clusters Score -8524514 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -8526843.000000 Penalty: 5326.631348
	Iteration 6F: 3 clusters Score -8526843 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -8529789.000000 Penalty: 5326.631348
	Iteration 7F: 3 clusters Score -8529789 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -8532901.000000 Penalty: 5326.631348
	Iteration 8F: 3 clusters Score -8532901 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -8535162.000000 Penalty: 5326.631348
	Iteration 9Q: 3 clusters Score -8535162 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -8536079.000000 Penalty: 5326.631348
	Iteration 10Q: 3 clusters Score -8536079 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -8536413.000000 Penalty: 5326.631348
	Iteration 11Q: 3 clusters Score -8536413 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -8536535.000000 Penalty: 5326.631348
	Iteration 12Q: 3 clusters Score -8536535 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -8536632.000000 Penalty: 5326.631348
	Iteration 13Q: 3 clusters Score -8536632 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -8536714.000000 Penalty: 5326.631348
	Iteration 14Q: 3 clusters Score -8536714 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -8536793.000000 Penalty: 5326.631348
	Iteration 15Q: 3 clusters Score -8536793 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -8536842.000000 Penalty: 5326.631348
	Iteration 16Q: 3 clusters Score -8536842 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -8536903.000000 Penalty: 5326.631348
	Iteration 17Q: 3 clusters Score -8536903 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -8536951.000000 Penalty: 5326.631348
	Iteration 18Q: 3 clusters Score -8536951 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -8537006.000000 Penalty: 5326.631348
	Iteration 19Q: 3 clusters Score -8537006 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -8537033.000000 Penalty: 5326.631348
	Iteration 20F: 3 clusters Score -8537033 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -8537090.000000 Penalty: 5326.631348
	Iteration 21Q: 3 clusters Score -8537090 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -8537127.000000 Penalty: 5326.631348
	Iteration 22Q: 3 clusters Score -8537127 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -8537158.000000 Penalty: 5326.631348
	Iteration 23Q: 3 clusters Score -8537158 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -8537246.000000 Penalty: 5326.631348
	Iteration 24Q: 3 clusters Score -8537246 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -8537270.000000 Penalty: 5326.631348
	Iteration 25Q: 3 clusters Score -8537270 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -8537348.000000 Penalty: 5326.631348
	Iteration 26Q: 3 clusters Score -8537348 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -8537374.000000 Penalty: 5326.631348
	Iteration 27Q: 3 clusters Score -8537374 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -8537394.000000 Penalty: 5326.631348
	Iteration 28Q: 3 clusters Score -8537394 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -8537418.000000 Penalty: 5326.631348
	Iteration 29Q: 3 clusters Score -8537418 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -8537389.000000 Penalty: 5326.631348
	Iteration 30Q: 3 clusters Score -8537389 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -8537381.000000 Penalty: 5326.631348
	Iteration 31Q: 3 clusters Score -8537381 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -8537396.000000 Penalty: 5326.631348
	Iteration 32Q: 3 clusters Score -8537396 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -8537412.000000 Penalty: 5326.631348
	Iteration 33Q: 3 clusters Score -8537412 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -8537412.000000 Penalty: 5326.631348
	Iteration 34Q: 3 clusters Score -8537412 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -8537385.000000 Penalty: 5326.631348
	Iteration 35Q: 3 clusters Score -8537385 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -8537361.000000 Penalty: 5326.631348
	Iteration 36Q: 3 clusters Score -8537361 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -8537361.000000 Penalty: 5326.631348
	Iteration 37Q: 3 clusters Score -8537361 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -8537350.000000 Penalty: 5326.631348
	Iteration 38Q: 3 clusters Score -8537350 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -8537353.000000 Penalty: 5326.631348
	Iteration 39Q: 3 clusters Score -8537353 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -8537337.000000 Penalty: 5326.631348
	Iteration 40F: 3 clusters Score -8537337 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -8537306.000000 Penalty: 5326.631348
	Iteration 41Q: 3 clusters Score -8537306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -8537297.000000 Penalty: 5326.631348
	Iteration 42Q: 3 clusters Score -8537297 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8537279.000000 Penalty: 5326.631348
	Iteration 43Q: 3 clusters Score -8537279 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -8537265.000000 Penalty: 5326.631348
	Iteration 44Q: 3 clusters Score -8537265 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -8537241.000000 Penalty: 5326.631348
	Iteration 45Q: 3 clusters Score -8537241 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -8537210.000000 Penalty: 5326.631348
	Iteration 46Q: 3 clusters Score -8537210 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -8537188.000000 Penalty: 5326.631348
	Iteration 47Q: 3 clusters Score -8537188 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -8537157.000000 Penalty: 5326.631348
	Iteration 48Q: 3 clusters Score -8537157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -8537133.000000 Penalty: 5326.631348
	Iteration 49Q: 3 clusters Score -8537133 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -8537107.000000 Penalty: 5326.631348
	Iteration 50Q: 3 clusters Score -8537107 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8537101.000000 Penalty: 5326.631348
	Iteration 51Q: 3 clusters Score -8537101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -8537073.000000 Penalty: 5326.631348
	Iteration 52Q: 3 clusters Score -8537073 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -8537055.000000 Penalty: 5326.631348
	Iteration 53Q: 3 clusters Score -8537055 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -8537055.000000 Penalty: 5326.631348
	Iteration 54Q: 3 clusters Score -8537055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -8537058.000000 Penalty: 5326.631348
	Iteration 55Q: 3 clusters Score -8537058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -8537065.000000 Penalty: 5326.631348
	Iteration 56Q: 3 clusters Score -8537065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -8537034.000000 Penalty: 5326.631348
	Iteration 57Q: 3 clusters Score -8537034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -8536999.000000 Penalty: 5326.631348
	Iteration 58Q: 3 clusters Score -8536999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -8536982.000000 Penalty: 5326.631348
	Iteration 59Q: 3 clusters Score -8536982 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -8536982.000000 Penalty: 5326.631348
	Iteration 60F: 3 clusters Score -8536982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -8536957.000000 Penalty: 5326.631348
	Iteration 61Q: 3 clusters Score -8536957 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -8536921.000000 Penalty: 5326.631348
	Iteration 62Q: 3 clusters Score -8536921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -8536893.000000 Penalty: 5326.631348
	Iteration 63Q: 3 clusters Score -8536893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -8536858.000000 Penalty: 5326.631348
	Iteration 64Q: 3 clusters Score -8536858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -8536849.000000 Penalty: 5326.631348
	Iteration 65Q: 3 clusters Score -8536849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -8536816.000000 Penalty: 5326.631348
	Iteration 66Q: 3 clusters Score -8536816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -8536798.000000 Penalty: 5326.631348
	Iteration 67Q: 3 clusters Score -8536798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -8536788.000000 Penalty: 5326.631348
	Iteration 68Q: 3 clusters Score -8536788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -8536785.000000 Penalty: 5326.631348
	Iteration 69Q: 3 clusters Score -8536785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -8536766.000000 Penalty: 5326.631348
	Iteration 70Q: 3 clusters Score -8536766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -8536757.000000 Penalty: 5326.631348
	Iteration 71Q: 3 clusters Score -8536757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -8536741.000000 Penalty: 5326.631348
	Iteration 72Q: 3 clusters Score -8536741 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -8536729.000000 Penalty: 5326.631348
	Iteration 73Q: 3 clusters Score -8536729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -8536713.000000 Penalty: 5326.631348
	Iteration 74Q: 3 clusters Score -8536713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -8536721.000000 Penalty: 5326.631348
	Iteration 75Q: 3 clusters Score -8536721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -8536700.000000 Penalty: 5326.631348
	Iteration 76Q: 3 clusters Score -8536700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -8536701.000000 Penalty: 5326.631348
	Iteration 77Q: 3 clusters Score -8536701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -8536724.000000 Penalty: 5326.631348
	Iteration 78Q: 3 clusters Score -8536724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -8536726.000000 Penalty: 5326.631348
	Iteration 79Q: 3 clusters Score -8536726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -8536732.000000 Penalty: 5326.631348
	Iteration 80F: 3 clusters Score -8536732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8536728.000000 Penalty: 5326.631348
	Iteration 81Q: 3 clusters Score -8536728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -8536729.000000 Penalty: 5326.631348
	Iteration 82Q: 3 clusters Score -8536729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -8536731.000000 Penalty: 5326.631348
	Iteration 83Q: 3 clusters Score -8536731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -8536732.000000 Penalty: 5326.631348
	Iteration 84Q: 3 clusters Score -8536732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -8536738.000000 Penalty: 5326.631348
	Iteration 85Q: 3 clusters Score -8536738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -8536720.000000 Penalty: 5326.631348
	Iteration 86Q: 3 clusters Score -8536720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -8536712.000000 Penalty: 5326.631348
	Iteration 87Q: 3 clusters Score -8536712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -8536708.000000 Penalty: 5326.631348
	Iteration 88Q: 3 clusters Score -8536708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -8536699.000000 Penalty: 5326.631348
	Iteration 89Q: 3 clusters Score -8536699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -8536699.000000 Penalty: 5326.631348
	Iteration 90F: 3 clusters Score -8536699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -117382.625000 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -117382.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -115614.804688 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -115614.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -115929.070312 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -115929.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116082.539062 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -116082.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -116171.718750 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -116171.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116224.289062 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -116224.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -116271.210938 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -116271.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -116297.695312 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -116297.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116310.640625 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -116310.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -116323.734375 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -116323.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -116334.054688 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -116334.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -116346.703125 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -116346.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116348.445312 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -116348.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116348.445312 Penalty: 3284.217285
	Iteration 12F: 3 clusters Score -116348.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Entering Unmasked Estep 
Score: -8000383.500000 Penalty: 2647.298584
	Iteration 0F: 2 clusters Score -8000384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -7971704.000000 Penalty: 5294.597168
	Iteration 0F: 3 clusters Score -7971704 nChanged 19941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -7982562.500000 Penalty: 5294.597168
	Iteration 1F: 3 clusters Score -7982562 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -7983207.000000 Penalty: 5294.597168
	Iteration 2Q: 3 clusters Score -7983207 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -7984130.000000 Penalty: 5294.597168
	Iteration 3Q: 3 clusters Score -7984130 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -7985397.000000 Penalty: 5294.597168
	Iteration 4F: 3 clusters Score -7985397 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -7987427.500000 Penalty: 5294.597168
	Iteration 5F: 3 clusters Score -7987428 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -7990376.500000 Penalty: 5294.597168
	Iteration 6F: 3 clusters Score -7990376 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -7993301.000000 Penalty: 5294.597168
	Iteration 7F: 3 clusters Score -7993301 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -7995683.500000 Penalty: 5294.597168
	Iteration 8F: 3 clusters Score -7995684 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -7997087.500000 Penalty: 5294.597168
	Iteration 9Q: 3 clusters Score -7997088 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -7997680.500000 Penalty: 5294.597168
	Iteration 10Q: 3 clusters Score -7997680 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -7997881.500000 Penalty: 5294.597168
	Iteration 11Q: 3 clusters Score -7997882 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -7997967.500000 Penalty: 5294.597168
	Iteration 12Q: 3 clusters Score -7997968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -7998011.500000 Penalty: 5294.597168
	Iteration 13Q: 3 clusters Score -7998012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -7998055.000000 Penalty: 5294.597168
	Iteration 14Q: 3 clusters Score -7998055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -7998080.000000 Penalty: 5294.597168
	Iteration 15Q: 3 clusters Score -7998080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -7998079.000000 Penalty: 5294.597168
	Iteration 16Q: 3 clusters Score -7998079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -7998099.500000 Penalty: 5294.597168
	Iteration 17Q: 3 clusters Score -7998100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -7998098.000000 Penalty: 5294.597168
	Iteration 18Q: 3 clusters Score -7998098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -7998105.500000 Penalty: 5294.597168
	Iteration 19Q: 3 clusters Score -7998106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -7998115.000000 Penalty: 5294.597168
	Iteration 20F: 3 clusters Score -7998115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -7998110.500000 Penalty: 5294.597168
	Iteration 21Q: 3 clusters Score -7998110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -7998110.500000 Penalty: 5294.597168
	Iteration 22F: 3 clusters Score -7998110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -78256.218750 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -78256.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76775.804688 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -76775.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -77035.710938 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -77035.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -77203.515625 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -77203.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77362.703125 Penalty: 3145.692383
	Iteration 3F: 3 clusters Score -77362.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -77521.617188 Penalty: 3145.692383
	Iteration 4F: 3 clusters Score -77521.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -77612.703125 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -77612.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -77729.945312 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -77729.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77832.953125 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -77832.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77945.578125 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -77945.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77980.132812 Penalty: 3145.692383
	Iteration 9Q: 3 clusters Score -77980.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78025.515625 Penalty: 3145.692383
	Iteration 10Q: 3 clusters Score -78025.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78044.078125 Penalty: 3145.692383
	Iteration 11Q: 3 clusters Score -78044.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -78050.882812 Penalty: 3145.692383
	Iteration 12Q: 3 clusters Score -78050.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -78050.882812 Penalty: 3145.692383
	Iteration 13F: 3 clusters Score -78050.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Entering Unmasked Estep 
Score: -8247420.000000 Penalty: 2653.863525
	Iteration 0F: 2 clusters Score -8247420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -8218027.000000 Penalty: 5307.727051
	Iteration 0F: 3 clusters Score -8218027 nChanged 20409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -8229510.500000 Penalty: 5307.727051
	Iteration 1F: 3 clusters Score -8229510 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -8230196.500000 Penalty: 5307.727051
	Iteration 2Q: 3 clusters Score -8230196 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -8230905.500000 Penalty: 5307.727051
	Iteration 3Q: 3 clusters Score -8230906 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -8231908.500000 Penalty: 5307.727051
	Iteration 4F: 3 clusters Score -8231908 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -8233464.000000 Penalty: 5307.727051
	Iteration 5F: 3 clusters Score -8233464 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -8235369.000000 Penalty: 5307.727051
	Iteration 6F: 3 clusters Score -8235369 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -8237555.000000 Penalty: 5307.727051
	Iteration 7F: 3 clusters Score -8237555 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -8239507.000000 Penalty: 5307.727051
	Iteration 8F: 3 clusters Score -8239507 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -8241109.500000 Penalty: 5307.727051
	Iteration 9Q: 3 clusters Score -8241110 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -8242208.500000 Penalty: 5307.727051
	Iteration 10Q: 3 clusters Score -8242208 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -8242882.000000 Penalty: 5307.727051
	Iteration 11Q: 3 clusters Score -8242882 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -8243218.000000 Penalty: 5307.727051
	Iteration 12Q: 3 clusters Score -8243218 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -8243417.500000 Penalty: 5307.727051
	Iteration 13Q: 3 clusters Score -8243418 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -8243552.000000 Penalty: 5307.727051
	Iteration 14Q: 3 clusters Score -8243552 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -8243640.000000 Penalty: 5307.727051
	Iteration 15Q: 3 clusters Score -8243640 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -8243747.500000 Penalty: 5307.727051
	Iteration 16Q: 3 clusters Score -8243748 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -8243783.000000 Penalty: 5307.727051
	Iteration 17Q: 3 clusters Score -8243783 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -8243801.000000 Penalty: 5307.727051
	Iteration 18Q: 3 clusters Score -8243801 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -8243848.000000 Penalty: 5307.727051
	Iteration 19Q: 3 clusters Score -8243848 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -8243876.000000 Penalty: 5307.727051
	Iteration 20F: 3 clusters Score -8243876 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -8243859.500000 Penalty: 5307.727051
	Iteration 21Q: 3 clusters Score -8243860 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -8243880.000000 Penalty: 5307.727051
	Iteration 22Q: 3 clusters Score -8243880 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -8243862.500000 Penalty: 5307.727051
	Iteration 23Q: 3 clusters Score -8243862 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -8243846.000000 Penalty: 5307.727051
	Iteration 24Q: 3 clusters Score -8243846 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -8243832.500000 Penalty: 5307.727051
	Iteration 25Q: 3 clusters Score -8243832 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -8243833.000000 Penalty: 5307.727051
	Iteration 26Q: 3 clusters Score -8243833 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -8243811.500000 Penalty: 5307.727051
	Iteration 27Q: 3 clusters Score -8243812 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -8243809.500000 Penalty: 5307.727051
	Iteration 28Q: 3 clusters Score -8243810 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -8243831.500000 Penalty: 5307.727051
	Iteration 29Q: 3 clusters Score -8243832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -8243831.500000 Penalty: 5307.727051
	Iteration 30Q: 3 clusters Score -8243832 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -8243851.500000 Penalty: 5307.727051
	Iteration 31Q: 3 clusters Score -8243852 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -8243836.500000 Penalty: 5307.727051
	Iteration 32Q: 3 clusters Score -8243836 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -8243823.500000 Penalty: 5307.727051
	Iteration 33Q: 3 clusters Score -8243824 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -8243809.000000 Penalty: 5307.727051
	Iteration 34Q: 3 clusters Score -8243809 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -8243811.500000 Penalty: 5307.727051
	Iteration 35Q: 3 clusters Score -8243812 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -8243797.500000 Penalty: 5307.727051
	Iteration 36Q: 3 clusters Score -8243798 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -8243785.500000 Penalty: 5307.727051
	Iteration 37Q: 3 clusters Score -8243786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -8243778.000000 Penalty: 5307.727051
	Iteration 38Q: 3 clusters Score -8243778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -8243756.500000 Penalty: 5307.727051
	Iteration 39Q: 3 clusters Score -8243756 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -8243733.500000 Penalty: 5307.727051
	Iteration 40F: 3 clusters Score -8243734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -8243744.500000 Penalty: 5307.727051
	Iteration 41Q: 3 clusters Score -8243744 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -8243727.500000 Penalty: 5307.727051
	Iteration 42Q: 3 clusters Score -8243728 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -8243707.500000 Penalty: 5307.727051
	Iteration 43Q: 3 clusters Score -8243708 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -8243674.000000 Penalty: 5307.727051
	Iteration 44Q: 3 clusters Score -8243674 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -8243684.000000 Penalty: 5307.727051
	Iteration 45Q: 3 clusters Score -8243684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -8243668.500000 Penalty: 5307.727051
	Iteration 46Q: 3 clusters Score -8243668 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -8243680.500000 Penalty: 5307.727051
	Iteration 47Q: 3 clusters Score -8243680 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -8243681.500000 Penalty: 5307.727051
	Iteration 48Q: 3 clusters Score -8243682 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -8243669.000000 Penalty: 5307.727051
	Iteration 49Q: 3 clusters Score -8243669 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -8243627.000000 Penalty: 5307.727051
	Iteration 50Q: 3 clusters Score -8243627 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -8243636.000000 Penalty: 5307.727051
	Iteration 51Q: 3 clusters Score -8243636 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -8243597.000000 Penalty: 5307.727051
	Iteration 52Q: 3 clusters Score -8243597 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -8243617.000000 Penalty: 5307.727051
	Iteration 53Q: 3 clusters Score -8243617 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -8243585.500000 Penalty: 5307.727051
	Iteration 54Q: 3 clusters Score -8243586 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -8243580.500000 Penalty: 5307.727051
	Iteration 55Q: 3 clusters Score -8243580 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -8243560.500000 Penalty: 5307.727051
	Iteration 56Q: 3 clusters Score -8243560 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -8243525.500000 Penalty: 5307.727051
	Iteration 57Q: 3 clusters Score -8243526 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -8243488.500000 Penalty: 5307.727051
	Iteration 58Q: 3 clusters Score -8243488 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -8243462.500000 Penalty: 5307.727051
	Iteration 59Q: 3 clusters Score -8243462 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -8243435.500000 Penalty: 5307.727051
	Iteration 60F: 3 clusters Score -8243436 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -8243465.000000 Penalty: 5307.727051
	Iteration 61Q: 3 clusters Score -8243465 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -8243478.000000 Penalty: 5307.727051
	Iteration 62Q: 3 clusters Score -8243478 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -8243443.500000 Penalty: 5307.727051
	Iteration 63Q: 3 clusters Score -8243444 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -8243438.500000 Penalty: 5307.727051
	Iteration 64Q: 3 clusters Score -8243438 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -8243440.500000 Penalty: 5307.727051
	Iteration 65Q: 3 clusters Score -8243440 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -8243395.000000 Penalty: 5307.727051
	Iteration 66Q: 3 clusters Score -8243395 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -8243353.000000 Penalty: 5307.727051
	Iteration 67Q: 3 clusters Score -8243353 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -8243352.000000 Penalty: 5307.727051
	Iteration 68Q: 3 clusters Score -8243352 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -8243325.000000 Penalty: 5307.727051
	Iteration 69Q: 3 clusters Score -8243325 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -8243303.000000 Penalty: 5307.727051
	Iteration 70Q: 3 clusters Score -8243303 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -8243267.000000 Penalty: 5307.727051
	Iteration 71Q: 3 clusters Score -8243267 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -8243261.000000 Penalty: 5307.727051
	Iteration 72Q: 3 clusters Score -8243261 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -8243264.500000 Penalty: 5307.727051
	Iteration 73Q: 3 clusters Score -8243264 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -8243225.500000 Penalty: 5307.727051
	Iteration 74Q: 3 clusters Score -8243226 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -8243203.500000 Penalty: 5307.727051
	Iteration 75Q: 3 clusters Score -8243204 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -8243209.000000 Penalty: 5307.727051
	Iteration 76Q: 3 clusters Score -8243209 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -8243199.500000 Penalty: 5307.727051
	Iteration 77Q: 3 clusters Score -8243200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -8243160.500000 Penalty: 5307.727051
	Iteration 78Q: 3 clusters Score -8243160 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -8243128.500000 Penalty: 5307.727051
	Iteration 79Q: 3 clusters Score -8243128 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -8243110.000000 Penalty: 5307.727051
	Iteration 80F: 3 clusters Score -8243110 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -8243085.000000 Penalty: 5307.727051
	Iteration 81Q: 3 clusters Score -8243085 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -8243063.000000 Penalty: 5307.727051
	Iteration 82Q: 3 clusters Score -8243063 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -8243045.500000 Penalty: 5307.727051
	Iteration 83Q: 3 clusters Score -8243046 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -8243045.000000 Penalty: 5307.727051
	Iteration 84Q: 3 clusters Score -8243045 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -8243042.000000 Penalty: 5307.727051
	Iteration 85Q: 3 clusters Score -8243042 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -8243034.000000 Penalty: 5307.727051
	Iteration 86Q: 3 clusters Score -8243034 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -8243014.500000 Penalty: 5307.727051
	Iteration 87Q: 3 clusters Score -8243014 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -8242978.500000 Penalty: 5307.727051
	Iteration 88Q: 3 clusters Score -8242978 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -8242930.000000 Penalty: 5307.727051
	Iteration 89Q: 3 clusters Score -8242930 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -8242920.000000 Penalty: 5307.727051
	Iteration 90Q: 3 clusters Score -8242920 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -8242871.500000 Penalty: 5307.727051
	Iteration 91Q: 3 clusters Score -8242872 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -8242847.500000 Penalty: 5307.727051
	Iteration 92Q: 3 clusters Score -8242848 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -8242848.500000 Penalty: 5307.727051
	Iteration 93Q: 3 clusters Score -8242848 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -8242835.500000 Penalty: 5307.727051
	Iteration 94Q: 3 clusters Score -8242836 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -8242824.500000 Penalty: 5307.727051
	Iteration 95Q: 3 clusters Score -8242824 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -8242815.000000 Penalty: 5307.727051
	Iteration 96Q: 3 clusters Score -8242815 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -8242789.500000 Penalty: 5307.727051
	Iteration 97Q: 3 clusters Score -8242790 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -8242803.500000 Penalty: 5307.727051
	Iteration 98Q: 3 clusters Score -8242804 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -8242800.500000 Penalty: 5307.727051
	Iteration 99Q: 3 clusters Score -8242800 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -8242802.500000 Penalty: 5307.727051
	Iteration 100F: 3 clusters Score -8242802 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -8242782.000000 Penalty: 5307.727051
	Iteration 101Q: 3 clusters Score -8242782 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -8242789.500000 Penalty: 5307.727051
	Iteration 102Q: 3 clusters Score -8242790 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -8242771.500000 Penalty: 5307.727051
	Iteration 103Q: 3 clusters Score -8242772 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -8242766.500000 Penalty: 5307.727051
	Iteration 104Q: 3 clusters Score -8242766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -8242760.500000 Penalty: 5307.727051
	Iteration 105Q: 3 clusters Score -8242760 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -8242735.000000 Penalty: 5307.727051
	Iteration 106Q: 3 clusters Score -8242735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -8242699.000000 Penalty: 5307.727051
	Iteration 107Q: 3 clusters Score -8242699 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -8242710.000000 Penalty: 5307.727051
	Iteration 108Q: 3 clusters Score -8242710 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -8242699.000000 Penalty: 5307.727051
	Iteration 109Q: 3 clusters Score -8242699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -8242700.000000 Penalty: 5307.727051
	Iteration 110Q: 3 clusters Score -8242700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -8242689.500000 Penalty: 5307.727051
	Iteration 111Q: 3 clusters Score -8242690 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -8242698.500000 Penalty: 5307.727051
	Iteration 112Q: 3 clusters Score -8242698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -8242666.500000 Penalty: 5307.727051
	Iteration 113Q: 3 clusters Score -8242666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -8242665.500000 Penalty: 5307.727051
	Iteration 114Q: 3 clusters Score -8242666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -8242650.500000 Penalty: 5307.727051
	Iteration 115Q: 3 clusters Score -8242650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -8242657.500000 Penalty: 5307.727051
	Iteration 116Q: 3 clusters Score -8242658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -8242626.000000 Penalty: 5307.727051
	Iteration 117Q: 3 clusters Score -8242626 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -8242637.000000 Penalty: 5307.727051
	Iteration 118Q: 3 clusters Score -8242637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -8242633.500000 Penalty: 5307.727051
	Iteration 119Q: 3 clusters Score -8242634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -8242625.000000 Penalty: 5307.727051
	Iteration 120F: 3 clusters Score -8242625 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -8242642.500000 Penalty: 5307.727051
	Iteration 121Q: 3 clusters Score -8242642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -8242653.000000 Penalty: 5307.727051
	Iteration 122Q: 3 clusters Score -8242653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -8242628.500000 Penalty: 5307.727051
	Iteration 123Q: 3 clusters Score -8242628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -8242636.500000 Penalty: 5307.727051
	Iteration 124Q: 3 clusters Score -8242636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8242628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -8242645.500000 Penalty: 5307.727051
	Iteration 126Q: 3 clusters Score -8242646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -8242636.000000 Penalty: 5307.727051
	Iteration 127Q: 3 clusters Score -8242636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -8242635.000000 Penalty: 5307.727051
	Iteration 128Q: 3 clusters Score -8242635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -8242624.000000 Penalty: 5307.727051
	Iteration 129Q: 3 clusters Score -8242624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -8242632.500000 Penalty: 5307.727051
	Iteration 130Q: 3 clusters Score -8242632 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -8242605.000000 Penalty: 5307.727051
	Iteration 131Q: 3 clusters Score -8242605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -8242607.000000 Penalty: 5307.727051
	Iteration 132Q: 3 clusters Score -8242607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -8242593.000000 Penalty: 5307.727051
	Iteration 133Q: 3 clusters Score -8242593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -8242578.000000 Penalty: 5307.727051
	Iteration 134Q: 3 clusters Score -8242578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -8242568.500000 Penalty: 5307.727051
	Iteration 135Q: 3 clusters Score -8242568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -8242568.500000 Penalty: 5307.727051
	Iteration 136Q: 3 clusters Score -8242568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -8242567.500000 Penalty: 5307.727051
	Iteration 137Q: 3 clusters Score -8242568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -8242565.000000 Penalty: 5307.727051
	Iteration 138Q: 3 clusters Score -8242565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -8242565.500000 Penalty: 5307.727051
	Iteration 139Q: 3 clusters Score -8242566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -8242566.500000 Penalty: 5307.727051
	Iteration 140F: 3 clusters Score -8242566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -8242568.500000 Penalty: 5307.727051
	Iteration 141Q: 3 clusters Score -8242568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -8242566.000000 Penalty: 5307.727051
	Iteration 142Q: 3 clusters Score -8242566 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -8242560.500000 Penalty: 5307.727051
	Iteration 143Q: 3 clusters Score -8242560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -8242552.000000 Penalty: 5307.727051
	Iteration 144Q: 3 clusters Score -8242552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -8242557.000000 Penalty: 5307.727051
	Iteration 145Q: 3 clusters Score -8242557 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -8242553.500000 Penalty: 5307.727051
	Iteration 146Q: 3 clusters Score -8242554 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -8242533.500000 Penalty: 5307.727051
	Iteration 147Q: 3 clusters Score -8242534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -8242535.000000 Penalty: 5307.727051
	Iteration 148Q: 3 clusters Score -8242535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -8242554.000000 Penalty: 5307.727051
	Iteration 149Q: 3 clusters Score -8242554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -8242540.000000 Penalty: 5307.727051
	Iteration 150Q: 3 clusters Score -8242540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -8242547.500000 Penalty: 5307.727051
	Iteration 151Q: 3 clusters Score -8242548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -8242540.500000 Penalty: 5307.727051
	Iteration 152Q: 3 clusters Score -8242540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -8242548.500000 Penalty: 5307.727051
	Iteration 153Q: 3 clusters Score -8242548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -8242540.000000 Penalty: 5307.727051
	Iteration 154Q: 3 clusters Score -8242540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -8242540.000000 Penalty: 5307.727051
	Iteration 155Q: 3 clusters Score -8242540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -8242542.000000 Penalty: 5307.727051
	Iteration 156Q: 3 clusters Score -8242542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -8242536.000000 Penalty: 5307.727051
	Iteration 157Q: 3 clusters Score -8242536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -8242532.500000 Penalty: 5307.727051
	Iteration 158Q: 3 clusters Score -8242532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -8242533.000000 Penalty: 5307.727051
	Iteration 159Q: 3 clusters Score -8242533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -8242528.000000 Penalty: 5307.727051
	Iteration 160F: 3 clusters Score -8242528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -8242545.000000 Penalty: 5307.727051
	Iteration 161Q: 3 clusters Score -8242545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -8242544.500000 Penalty: 5307.727051
	Iteration 162Q: 3 clusters Score -8242544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -8242537.500000 Penalty: 5307.727051
	Iteration 163Q: 3 clusters Score -8242538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -8242536.000000 Penalty: 5307.727051
	Iteration 164Q: 3 clusters Score -8242536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -8242531.500000 Penalty: 5307.727051
	Iteration 165Q: 3 clusters Score -8242532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -8242540.000000 Penalty: 5307.727051
	Iteration 166Q: 3 clusters Score -8242540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -8242535.000000 Penalty: 5307.727051
	Iteration 167Q: 3 clusters Score -8242535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -8242523.500000 Penalty: 5307.727051
	Iteration 168Q: 3 clusters Score -8242524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -8242530.000000 Penalty: 5307.727051
	Iteration 169Q: 3 clusters Score -8242530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -8242540.500000 Penalty: 5307.727051
	Iteration 170Q: 3 clusters Score -8242540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -8242538.500000 Penalty: 5307.727051
	Iteration 171Q: 3 clusters Score -8242538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -8242541.500000 Penalty: 5307.727051
	Iteration 172Q: 3 clusters Score -8242542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -8242543.000000 Penalty: 5307.727051
	Iteration 173Q: 3 clusters Score -8242543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -8242540.000000 Penalty: 5307.727051
	Iteration 174Q: 3 clusters Score -8242540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -8242540.500000 Penalty: 5307.727051
	Iteration 175Q: 3 clusters Score -8242540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -8242536.500000 Penalty: 5307.727051
	Iteration 176Q: 3 clusters Score -8242536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -8242534.000000 Penalty: 5307.727051
	Iteration 177Q: 3 clusters Score -8242534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -8242534.000000 Penalty: 5307.727051
	Iteration 178F: 3 clusters Score -8242534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Entering Unmasked Estep 
Score: -8385952.500000 Penalty: 2656.568604
	Iteration 0F: 2 clusters Score -8385952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -8356693.000000 Penalty: 5313.137207
	Iteration 0F: 3 clusters Score -8356693 nChanged 20584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -8368066.500000 Penalty: 5313.137207
	Iteration 1F: 3 clusters Score -8368066 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -8368560.500000 Penalty: 5313.137207
	Iteration 2Q: 3 clusters Score -8368560 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -8369035.500000 Penalty: 5313.137207
	Iteration 3Q: 3 clusters Score -8369036 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8369570 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -8370137.500000 Penalty: 5313.137207
	Iteration 5Q: 3 clusters Score -8370138 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -8370893.500000 Penalty: 5313.137207
	Iteration 6Q: 3 clusters Score -8370894 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -8371829.500000 Penalty: 5313.137207
	Iteration 7Q: 3 clusters Score -8371830 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -8373025.000000 Penalty: 5313.137207
	Iteration 8F: 3 clusters Score -8373025 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -8374624.500000 Penalty: 5313.137207
	Iteration 9F: 3 clusters Score -8374624 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -8376528.000000 Penalty: 5313.137207
	Iteration 10F: 3 clusters Score -8376528 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -8378399.500000 Penalty: 5313.137207
	Iteration 11F: 3 clusters Score -8378400 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -8379893.500000 Penalty: 5313.137207
	Iteration 12Q: 3 clusters Score -8379894 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -8380580.000000 Penalty: 5313.137207
	Iteration 13Q: 3 clusters Score -8380580 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -8380851.000000 Penalty: 5313.137207
	Iteration 14Q: 3 clusters Score -8380851 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -8381070.500000 Penalty: 5313.137207
	Iteration 15Q: 3 clusters Score -8381070 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -8381251.500000 Penalty: 5313.137207
	Iteration 16Q: 3 clusters Score -8381252 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -8381415.000000 Penalty: 5313.137207
	Iteration 17Q: 3 clusters Score -8381415 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -8381542.000000 Penalty: 5313.137207
	Iteration 18Q: 3 clusters Score -8381542 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -8381705.500000 Penalty: 5313.137207
	Iteration 19Q: 3 clusters Score -8381706 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -8381819.000000 Penalty: 5313.137207
	Iteration 20F: 3 clusters Score -8381819 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -8381933.500000 Penalty: 5313.137207
	Iteration 21Q: 3 clusters Score -8381934 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -8382032.000000 Penalty: 5313.137207
	Iteration 22Q: 3 clusters Score -8382032 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -8382112.000000 Penalty: 5313.137207
	Iteration 23Q: 3 clusters Score -8382112 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -8382179.500000 Penalty: 5313.137207
	Iteration 24Q: 3 clusters Score -8382180 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -8382195.500000 Penalty: 5313.137207
	Iteration 25Q: 3 clusters Score -8382196 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -8382221.500000 Penalty: 5313.137207
	Iteration 26Q: 3 clusters Score -8382222 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -8382239.500000 Penalty: 5313.137207
	Iteration 27Q: 3 clusters Score -8382240 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -8382264.500000 Penalty: 5313.137207
	Iteration 28Q: 3 clusters Score -8382264 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -8382229.000000 Penalty: 5313.137207
	Iteration 29Q: 3 clusters Score -8382229 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -8382275.000000 Penalty: 5313.137207
	Iteration 30Q: 3 clusters Score -8382275 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -8382298.500000 Penalty: 5313.137207
	Iteration 31Q: 3 clusters Score -8382298 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -8382318.000000 Penalty: 5313.137207
	Iteration 32Q: 3 clusters Score -8382318 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -8382328.000000 Penalty: 5313.137207
	Iteration 33Q: 3 clusters Score -8382328 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -8382337.500000 Penalty: 5313.137207
	Iteration 34Q: 3 clusters Score -8382338 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -8382342.000000 Penalty: 5313.137207
	Iteration 35Q: 3 clusters Score -8382342 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -8382361.000000 Penalty: 5313.137207
	Iteration 36Q: 3 clusters Score -8382361 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -8382371.000000 Penalty: 5313.137207
	Iteration 37Q: 3 clusters Score -8382371 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -8382361.000000 Penalty: 5313.137207
	Iteration 38Q: 3 clusters Score -8382361 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -8382356.000000 Penalty: 5313.137207
	Iteration 39Q: 3 clusters Score -8382356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -8382345.000000 Penalty: 5313.137207
	Iteration 40F: 3 clusters Score -8382345 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -8382354.000000 Penalty: 5313.137207
	Iteration 41Q: 3 clusters Score -8382354 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -8382337.000000 Penalty: 5313.137207
	Iteration 42Q: 3 clusters Score -8382337 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -8382339.500000 Penalty: 5313.137207
	Iteration 43Q: 3 clusters Score -8382340 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -8382354.500000 Penalty: 5313.137207
	Iteration 44Q: 3 clusters Score -8382354 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -8382342.000000 Penalty: 5313.137207
	Iteration 45Q: 3 clusters Score -8382342 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -8382322.500000 Penalty: 5313.137207
	Iteration 46Q: 3 clusters Score -8382322 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -8382316.500000 Penalty: 5313.137207
	Iteration 47Q: 3 clusters Score -8382316 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -8382332.000000 Penalty: 5313.137207
	Iteration 48Q: 3 clusters Score -8382332 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -8382331.500000 Penalty: 5313.137207
	Iteration 49Q: 3 clusters Score -8382332 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -8382337.500000 Penalty: 5313.137207
	Iteration 50Q: 3 clusters Score -8382338 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -8382332.000000 Penalty: 5313.137207
	Iteration 51Q: 3 clusters Score -8382332 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -8382320.500000 Penalty: 5313.137207
	Iteration 52Q: 3 clusters Score -8382320 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -8382293.500000 Penalty: 5313.137207
	Iteration 53Q: 3 clusters Score -8382294 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -8382289.500000 Penalty: 5313.137207
	Iteration 54Q: 3 clusters Score -8382290 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -8382282.500000 Penalty: 5313.137207
	Iteration 55Q: 3 clusters Score -8382282 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -8382260.000000 Penalty: 5313.137207
	Iteration 56Q: 3 clusters Score -8382260 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
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Entering Unmasked Estep 
Score: -8382268.500000 Penalty: 5313.137207
	Iteration 57Q: 3 clusters Score -8382268 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -8382265.000000 Penalty: 5313.137207
	Iteration 58Q: 3 clusters Score -8382265 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -8382257.500000 Penalty: 5313.137207
	Iteration 59Q: 3 clusters Score -8382258 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -8382252.000000 Penalty: 5313.137207
	Iteration 60F: 3 clusters Score -8382252 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -8382245.500000 Penalty: 5313.137207
	Iteration 61Q: 3 clusters Score -8382246 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -8382245.000000 Penalty: 5313.137207
	Iteration 62Q: 3 clusters Score -8382245 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -8382266.000000 Penalty: 5313.137207
	Iteration 63Q: 3 clusters Score -8382266 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -8382241.500000 Penalty: 5313.137207
	Iteration 64Q: 3 clusters Score -8382242 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -8382234.000000 Penalty: 5313.137207
	Iteration 65Q: 3 clusters Score -8382234 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -8382253.500000 Penalty: 5313.137207
	Iteration 66Q: 3 clusters Score -8382254 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -8382268.500000 Penalty: 5313.137207
	Iteration 67Q: 3 clusters Score -8382268 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -8382260.000000 Penalty: 5313.137207
	Iteration 68Q: 3 clusters Score -8382260 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -8382259.000000 Penalty: 5313.137207
	Iteration 69Q: 3 clusters Score -8382259 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -8382250.000000 Penalty: 5313.137207
	Iteration 70Q: 3 clusters Score -8382250 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -8382248.000000 Penalty: 5313.137207
	Iteration 71Q: 3 clusters Score -8382248 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -8382248.500000 Penalty: 5313.137207
	Iteration 72Q: 3 clusters Score -8382248 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -8382257.000000 Penalty: 5313.137207
	Iteration 73Q: 3 clusters Score -8382257 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -8382228.500000 Penalty: 5313.137207
	Iteration 74Q: 3 clusters Score -8382228 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -8382224.500000 Penalty: 5313.137207
	Iteration 75Q: 3 clusters Score -8382224 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -8382244.000000 Penalty: 5313.137207
	Iteration 76Q: 3 clusters Score -8382244 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -8382244.000000 Penalty: 5313.137207
	Iteration 77Q: 3 clusters Score -8382244 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -8382245.500000 Penalty: 5313.137207
	Iteration 78Q: 3 clusters Score -8382246 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -8382242.000000 Penalty: 5313.137207
	Iteration 79Q: 3 clusters Score -8382242 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -8382246.000000 Penalty: 5313.137207
	Iteration 80F: 3 clusters Score -8382246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -8382221.500000 Penalty: 5313.137207
	Iteration 81Q: 3 clusters Score -8382222 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -8382205.500000 Penalty: 5313.137207
	Iteration 82Q: 3 clusters Score -8382206 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -8382207.500000 Penalty: 5313.137207
	Iteration 83Q: 3 clusters Score -8382208 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -8382233.500000 Penalty: 5313.137207
	Iteration 84Q: 3 clusters Score -8382234 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -8382243.500000 Penalty: 5313.137207
	Iteration 85Q: 3 clusters Score -8382244 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -8382244.500000 Penalty: 5313.137207
	Iteration 86Q: 3 clusters Score -8382244 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -8382240.500000 Penalty: 5313.137207
	Iteration 87Q: 3 clusters Score -8382240 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -8382229.500000 Penalty: 5313.137207
	Iteration 88Q: 3 clusters Score -8382230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -8382223.500000 Penalty: 5313.137207
	Iteration 89Q: 3 clusters Score -8382224 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -8382208.500000 Penalty: 5313.137207
	Iteration 90Q: 3 clusters Score -8382208 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -8382208.500000 Penalty: 5313.137207
	Iteration 91Q: 3 clusters Score -8382208 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -8382214.500000 Penalty: 5313.137207
	Iteration 92Q: 3 clusters Score -8382214 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -8382202.000000 Penalty: 5313.137207
	Iteration 93Q: 3 clusters Score -8382202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -8382213.500000 Penalty: 5313.137207
	Iteration 94Q: 3 clusters Score -8382214 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -8382235.500000 Penalty: 5313.137207
	Iteration 95Q: 3 clusters Score -8382236 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -8382233.000000 Penalty: 5313.137207
	Iteration 96Q: 3 clusters Score -8382233 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -8382214.000000 Penalty: 5313.137207
	Iteration 97Q: 3 clusters Score -8382214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -8382210.000000 Penalty: 5313.137207
	Iteration 98Q: 3 clusters Score -8382210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -8382210.000000 Penalty: 5313.137207
	Iteration 99Q: 3 clusters Score -8382210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -8382200.500000 Penalty: 5313.137207
	Iteration 100F: 3 clusters Score -8382200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -8382191.500000 Penalty: 5313.137207
	Iteration 101Q: 3 clusters Score -8382192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -8382195.000000 Penalty: 5313.137207
	Iteration 102Q: 3 clusters Score -8382195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -8382213.000000 Penalty: 5313.137207
	Iteration 103Q: 3 clusters Score -8382213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -8382218.000000 Penalty: 5313.137207
	Iteration 104Q: 3 clusters Score -8382218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -8382203.000000 Penalty: 5313.137207
	Iteration 105Q: 3 clusters Score -8382203 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -8382218.500000 Penalty: 5313.137207
	Iteration 106Q: 3 clusters Score -8382218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -8382230.500000 Penalty: 5313.137207
	Iteration 107Q: 3 clusters Score -8382230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -8382217.500000 Penalty: 5313.137207
	Iteration 108Q: 3 clusters Score -8382218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -8382230.000000 Penalty: 5313.137207
	Iteration 109Q: 3 clusters Score -8382230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -8382232.000000 Penalty: 5313.137207
	Iteration 110Q: 3 clusters Score -8382232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -8382225.000000 Penalty: 5313.137207
	Iteration 111Q: 3 clusters Score -8382225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -8382231.500000 Penalty: 5313.137207
	Iteration 112Q: 3 clusters Score -8382232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -8382231.500000 Penalty: 5313.137207
	Iteration 113Q: 3 clusters Score -8382232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -8382237.000000 Penalty: 5313.137207
	Iteration 114Q: 3 clusters Score -8382237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -8382246.000000 Penalty: 5313.137207
	Iteration 115Q: 3 clusters Score -8382246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -8382252.000000 Penalty: 5313.137207
	Iteration 116Q: 3 clusters Score -8382252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -8382257.500000 Penalty: 5313.137207
	Iteration 117Q: 3 clusters Score -8382258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -8382268.500000 Penalty: 5313.137207
	Iteration 118Q: 3 clusters Score -8382268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -8382253.000000 Penalty: 5313.137207
	Iteration 119Q: 3 clusters Score -8382253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -8382247.000000 Penalty: 5313.137207
	Iteration 120F: 3 clusters Score -8382247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -8382260.500000 Penalty: 5313.137207
	Iteration 121Q: 3 clusters Score -8382260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -8382267.000000 Penalty: 5313.137207
	Iteration 122Q: 3 clusters Score -8382267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -8382252.000000 Penalty: 5313.137207
	Iteration 123Q: 3 clusters Score -8382252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -8382264.500000 Penalty: 5313.137207
	Iteration 124Q: 3 clusters Score -8382264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -8382259.000000 Penalty: 5313.137207
	Iteration 125Q: 3 clusters Score -8382259 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -8382251.500000 Penalty: 5313.137207
	Iteration 126Q: 3 clusters Score -8382252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -8382246.000000 Penalty: 5313.137207
	Iteration 127Q: 3 clusters Score -8382246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -8382241.000000 Penalty: 5313.137207
	Iteration 128Q: 3 clusters Score -8382241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -8382245.000000 Penalty: 5313.137207
	Iteration 129Q: 3 clusters Score -8382245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -8382236.500000 Penalty: 5313.137207
	Iteration 130Q: 3 clusters Score -8382236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -8382255.000000 Penalty: 5313.137207
	Iteration 131Q: 3 clusters Score -8382255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -8382248.500000 Penalty: 5313.137207
	Iteration 132Q: 3 clusters Score -8382248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -8382261.000000 Penalty: 5313.137207
	Iteration 133Q: 3 clusters Score -8382261 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -8382245.000000 Penalty: 5313.137207
	Iteration 134Q: 3 clusters Score -8382245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -8382246.000000 Penalty: 5313.137207
	Iteration 135Q: 3 clusters Score -8382246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -8382245.500000 Penalty: 5313.137207
	Iteration 136Q: 3 clusters Score -8382246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -8382257.000000 Penalty: 5313.137207
	Iteration 137Q: 3 clusters Score -8382257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -8382239.000000 Penalty: 5313.137207
	Iteration 138Q: 3 clusters Score -8382239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -8382250.500000 Penalty: 5313.137207
	Iteration 139Q: 3 clusters Score -8382250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -8382253.500000 Penalty: 5313.137207
	Iteration 140F: 3 clusters Score -8382254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -8382241.500000 Penalty: 5313.137207
	Iteration 141Q: 3 clusters Score -8382242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -8382246.500000 Penalty: 5313.137207
	Iteration 142Q: 3 clusters Score -8382246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -8382255.000000 Penalty: 5313.137207
	Iteration 143Q: 3 clusters Score -8382255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8382243.500000 Penalty: 5313.137207
	Iteration 144Q: 3 clusters Score -8382244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -8382227.500000 Penalty: 5313.137207
	Iteration 145Q: 3 clusters Score -8382228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -8382229.000000 Penalty: 5313.137207
	Iteration 146Q: 3 clusters Score -8382229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -8382245.500000 Penalty: 5313.137207
	Iteration 147Q: 3 clusters Score -8382246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -8382247.000000 Penalty: 5313.137207
	Iteration 148Q: 3 clusters Score -8382247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -8382243.000000 Penalty: 5313.137207
	Iteration 149Q: 3 clusters Score -8382243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -8382243.000000 Penalty: 5313.137207
	Iteration 150Q: 3 clusters Score -8382243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -8382246.500000 Penalty: 5313.137207
	Iteration 151Q: 3 clusters Score -8382246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -8382238.500000 Penalty: 5313.137207
	Iteration 152Q: 3 clusters Score -8382238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -8382238.500000 Penalty: 5313.137207
	Iteration 153Q: 3 clusters Score -8382238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -8382255.500000 Penalty: 5313.137207
	Iteration 154Q: 3 clusters Score -8382256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -8382235.500000 Penalty: 5313.137207
	Iteration 155Q: 3 clusters Score -8382236 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -8382240.000000 Penalty: 5313.137207
	Iteration 156Q: 3 clusters Score -8382240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -8382249.000000 Penalty: 5313.137207
	Iteration 157Q: 3 clusters Score -8382249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -8382261.000000 Penalty: 5313.137207
	Iteration 158Q: 3 clusters Score -8382261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -8382262.000000 Penalty: 5313.137207
	Iteration 159Q: 3 clusters Score -8382262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -8382249.000000 Penalty: 5313.137207
	Iteration 160F: 3 clusters Score -8382249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -8382265.500000 Penalty: 5313.137207
	Iteration 161Q: 3 clusters Score -8382266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -8382275.500000 Penalty: 5313.137207
	Iteration 162Q: 3 clusters Score -8382276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -8382272.000000 Penalty: 5313.137207
	Iteration 163Q: 3 clusters Score -8382272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -8382286.000000 Penalty: 5313.137207
	Iteration 164Q: 3 clusters Score -8382286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -8382285.500000 Penalty: 5313.137207
	Iteration 165Q: 3 clusters Score -8382286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8382286.500000 Penalty: 5313.137207
	Iteration 166Q: 3 clusters Score -8382286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -8382267.500000 Penalty: 5313.137207
	Iteration 167Q: 3 clusters Score -8382268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -8382268.500000 Penalty: 5313.137207
	Iteration 168Q: 3 clusters Score -8382268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -8382267.500000 Penalty: 5313.137207
	Iteration 169Q: 3 clusters Score -8382268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -8382274.000000 Penalty: 5313.137207
	Iteration 170Q: 3 clusters Score -8382274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -8382264.000000 Penalty: 5313.137207
	Iteration 171Q: 3 clusters Score -8382264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -8382261.500000 Penalty: 5313.137207
	Iteration 172Q: 3 clusters Score -8382262 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -8382264.500000 Penalty: 5313.137207
	Iteration 173Q: 3 clusters Score -8382264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -8382260.000000 Penalty: 5313.137207
	Iteration 174Q: 3 clusters Score -8382260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -8382247.000000 Penalty: 5313.137207
	Iteration 175Q: 3 clusters Score -8382247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -8382245.500000 Penalty: 5313.137207
	Iteration 176Q: 3 clusters Score -8382246 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -8382243.500000 Penalty: 5313.137207
	Iteration 177Q: 3 clusters Score -8382244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -8382234.000000 Penalty: 5313.137207
	Iteration 178Q: 3 clusters Score -8382234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -8382249.000000 Penalty: 5313.137207
	Iteration 179Q: 3 clusters Score -8382249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -8382256.500000 Penalty: 5313.137207
	Iteration 180F: 3 clusters Score -8382256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -8382262.000000 Penalty: 5313.137207
	Iteration 181Q: 3 clusters Score -8382262 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -8382263.000000 Penalty: 5313.137207
	Iteration 182Q: 3 clusters Score -8382263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -8382266.500000 Penalty: 5313.137207
	Iteration 183Q: 3 clusters Score -8382266 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -8382272.500000 Penalty: 5313.137207
	Iteration 184Q: 3 clusters Score -8382272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -8382274.000000 Penalty: 5313.137207
	Iteration 185Q: 3 clusters Score -8382274 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -8382273.000000 Penalty: 5313.137207
	Iteration 186Q: 3 clusters Score -8382273 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -8382275.500000 Penalty: 5313.137207
	Iteration 187Q: 3 clusters Score -8382276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -8382284.500000 Penalty: 5313.137207
	Iteration 188Q: 3 clusters Score -8382284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -8382289.000000 Penalty: 5313.137207
	Iteration 189Q: 3 clusters Score -8382289 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -8382284.000000 Penalty: 5313.137207
	Iteration 190Q: 3 clusters Score -8382284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -8382282.000000 Penalty: 5313.137207
	Iteration 191Q: 3 clusters Score -8382282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -8382285.500000 Penalty: 5313.137207
	Iteration 192Q: 3 clusters Score -8382286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -8382288.000000 Penalty: 5313.137207
	Iteration 193Q: 3 clusters Score -8382288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -8382288.000000 Penalty: 5313.137207
	Iteration 194F: 3 clusters Score -8382288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Entering Unmasked Estep 
Score: -138307.625000 Penalty: 1666.913574
	Iteration 0F: 2 clusters Score -138307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -136557.640625 Penalty: 3333.827148
	Iteration 0F: 3 clusters Score -136557.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -136838.703125 Penalty: 3333.827148
	Iteration 1F: 3 clusters Score -136838.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -136932.375000 Penalty: 3333.827148
	Iteration 2F: 3 clusters Score -136932.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -136977.203125 Penalty: 3333.827148
	Iteration 3Q: 3 clusters Score -136977.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -136986.890625 Penalty: 3333.827148
	Iteration 4Q: 3 clusters Score -136986.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -136998.203125 Penalty: 3333.827148
	Iteration 5Q: 3 clusters Score -136998.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -137006.718750 Penalty: 3333.827148
	Iteration 6Q: 3 clusters Score -137006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -137011.437500 Penalty: 3333.827148
	Iteration 7Q: 3 clusters Score -137011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -137011.984375 Penalty: 3333.827148
	Iteration 8Q: 3 clusters Score -137012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -137011.984375 Penalty: 3333.827148
	Iteration 9F: 3 clusters Score -137012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -57710.085938 Penalty: 1499.161377
	Iteration 0F: 2 clusters Score -57710.09 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 231 members 
Entering Unmasked Estep 
Score: -56366.699219 Penalty: 2998.322754
	Iteration 0F: 3 clusters Score -56366.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56590.558594 Penalty: 2998.322754
	Iteration 1F: 3 clusters Score -56590.56 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -56656.632812 Penalty: 2998.322754
	Iteration 2F: 3 clusters Score -56656.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56699.863281 Penalty: 2998.322754
	Iteration 3Q: 3 clusters Score -56699.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -56727.207031 Penalty: 2998.322754
	Iteration 4Q: 3 clusters Score -56727.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56745.140625 Penalty: 2998.322754
	Iteration 5Q: 3 clusters Score -56745.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -56756.777344 Penalty: 2998.322754
	Iteration 6Q: 3 clusters Score -56756.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56768.167969 Penalty: 2998.322754
	Iteration 7Q: 3 clusters Score -56768.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -56782.542969 Penalty: 2998.322754
	Iteration 8Q: 3 clusters Score -56782.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56794.496094 Penalty: 2998.322754
	Iteration 9Q: 3 clusters Score -56794.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56808.492188 Penalty: 2998.322754
	Iteration 10Q: 3 clusters Score -56808.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56816.027344 Penalty: 2998.322754
	Iteration 11Q: 3 clusters Score -56816.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -56816.027344 Penalty: 2998.322754
	Iteration 12F: 3 clusters Score -56816.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -57697.386719 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -57697.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56484.839844 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -56484.84 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56695.160156 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -56695.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -56774.019531 Penalty: 2906.950195
	Iteration 2F: 3 clusters Score -56774.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -56820.667969 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -56820.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -56882.210938 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -56882.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -56978.902344 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -56978.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -57019.386719 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -57019.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -57096.875000 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -57096.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -57111.906250 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -57111.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -57111.906250 Penalty: 2906.950195
	Iteration 9F: 3 clusters Score -57111.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40817 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 45737 members 
Mstep: Class 5 contains 36316 members 
Mstep: Class 6 contains 42947 members 
Mstep: Class 7 contains 37624 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41336 members 
Mstep: Class 10 contains 3516 members 
Mstep: Class 11 contains 2078 members 
Mstep: Class 12 contains 43842 members 
Mstep: Class 13 contains 32405 members 
Mstep: Class 14 contains 40175 members 
Mstep: Class 15 contains 54296 members 
Mstep: Class 16 contains 44763 members 
Mstep: Class 17 contains 3156 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 43664 members 
Mstep: Class 20 contains 46128 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43243 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44403 members 
Mstep: Class 25 contains 44890 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941320.000000 Penalty: 93445.343750
Iteration 479Q: 29 clusters Score -1.269413e+08 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40839 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 45652 members 
Mstep: Class 5 contains 36268 members 
Mstep: Class 6 contains 42958 members 
Mstep: Class 7 contains 37586 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41360 members 
Mstep: Class 10 contains 3516 members 
Mstep: Class 11 contains 2077 members 
Mstep: Class 12 contains 43960 members 
Mstep: Class 13 contains 32385 members 
Mstep: Class 14 contains 40114 members 
Mstep: Class 15 contains 54419 members 
Mstep: Class 16 contains 44704 members 
Mstep: Class 17 contains 3166 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 43652 members 
Mstep: Class 20 contains 46137 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43218 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44396 members 
Mstep: Class 25 contains 44930 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941928.000000 Penalty: 93445.343750
Iteration 480F: 29 clusters Score -1.269419e+08 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40827 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 45622 members 
Mstep: Class 5 contains 36234 members 
Mstep: Class 6 contains 42953 members 
Mstep: Class 7 contains 37539 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41386 members 
Mstep: Class 10 contains 3513 members 
Mstep: Class 11 contains 2077 members 
Mstep: Class 12 contains 44083 members 
Mstep: Class 13 contains 32355 members 
Mstep: Class 14 contains 40077 members 
Mstep: Class 15 contains 54543 members 
Mstep: Class 16 contains 44689 members 
Mstep: Class 17 contains 3168 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 43640 members 
Mstep: Class 20 contains 46163 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43217 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44360 members 
Mstep: Class 25 contains 44893 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941624.000000 Penalty: 93445.343750
Iteration 481Q: 29 clusters Score -1.269416e+08 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40847 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 45582 members 
Mstep: Class 5 contains 36200 members 
Mstep: Class 6 contains 42953 members 
Mstep: Class 7 contains 37538 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41394 members 
Mstep: Class 10 contains 3514 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 44153 members 
Mstep: Class 13 contains 32328 members 
Mstep: Class 14 contains 40037 members 
Mstep: Class 15 contains 54577 members 
Mstep: Class 16 contains 44707 members 
Mstep: Class 17 contains 3169 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 43652 members 
Mstep: Class 20 contains 46180 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43211 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44316 members 
Mstep: Class 25 contains 44906 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941480.000000 Penalty: 93445.343750
Iteration 482Q: 29 clusters Score -1.269415e+08 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40864 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 45550 members 
Mstep: Class 5 contains 36185 members 
Mstep: Class 6 contains 42983 members 
Mstep: Class 7 contains 37536 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41371 members 
Mstep: Class 10 contains 3506 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 44206 members 
Mstep: Class 13 contains 32299 members 
Mstep: Class 14 contains 40014 members 
Mstep: Class 15 contains 54541 members 
Mstep: Class 16 contains 44701 members 
Mstep: Class 17 contains 3184 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 46208 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43210 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44246 members 
Mstep: Class 25 contains 44984 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941592.000000 Penalty: 93445.343750
Iteration 483Q: 29 clusters Score -1.269416e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40878 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 45531 members 
Mstep: Class 5 contains 36184 members 
Mstep: Class 6 contains 42986 members 
Mstep: Class 7 contains 37540 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41339 members 
Mstep: Class 10 contains 3486 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 44291 members 
Mstep: Class 13 contains 32283 members 
Mstep: Class 14 contains 40023 members 
Mstep: Class 15 contains 54482 members 
Mstep: Class 16 contains 44708 members 
Mstep: Class 17 contains 3195 members 
Mstep: Class 18 contains 2572 members 
Mstep: Class 19 contains 43709 members 
Mstep: Class 20 contains 46219 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43212 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44197 members 
Mstep: Class 25 contains 45002 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941384.000000 Penalty: 93445.343750
Iteration 484Q: 29 clusters Score -1.269414e+08 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40884 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 45453 members 
Mstep: Class 5 contains 36175 members 
Mstep: Class 6 contains 42990 members 
Mstep: Class 7 contains 37559 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41331 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 11 contains 2073 members 
Mstep: Class 12 contains 44373 members 
Mstep: Class 13 contains 32261 members 
Mstep: Class 14 contains 40013 members 
Mstep: Class 15 contains 54454 members 
Mstep: Class 16 contains 44640 members 
Mstep: Class 17 contains 3208 members 
Mstep: Class 18 contains 2571 members 
Mstep: Class 19 contains 43770 members 
Mstep: Class 20 contains 46213 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43221 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44179 members 
Mstep: Class 25 contains 45074 members 
Mstep: Class 26 contains 830 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941224.000000 Penalty: 93445.343750
Iteration 485Q: 29 clusters Score -1.269412e+08 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40891 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 45394 members 
Mstep: Class 5 contains 36151 members 
Mstep: Class 6 contains 43000 members 
Mstep: Class 7 contains 37555 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41321 members 
Mstep: Class 10 contains 3449 members 
Mstep: Class 11 contains 2069 members 
Mstep: Class 12 contains 44426 members 
Mstep: Class 13 contains 32250 members 
Mstep: Class 14 contains 39986 members 
Mstep: Class 15 contains 54402 members 
Mstep: Class 16 contains 44542 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 2569 members 
Mstep: Class 19 contains 43833 members 
Mstep: Class 20 contains 46226 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43271 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44186 members 
Mstep: Class 25 contains 45172 members 
Mstep: Class 26 contains 831 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941568.000000 Penalty: 93445.343750
Iteration 486Q: 29 clusters Score -1.269416e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40917 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 45350 members 
Mstep: Class 5 contains 36132 members 
Mstep: Class 6 contains 43003 members 
Mstep: Class 7 contains 37516 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41332 members 
Mstep: Class 10 contains 3438 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 44494 members 
Mstep: Class 13 contains 32230 members 
Mstep: Class 14 contains 39951 members 
Mstep: Class 15 contains 54363 members 
Mstep: Class 16 contains 44517 members 
Mstep: Class 17 contains 3219 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 43821 members 
Mstep: Class 20 contains 46231 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43305 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44199 members 
Mstep: Class 25 contains 45256 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941472.000000 Penalty: 93445.343750
Iteration 487Q: 29 clusters Score -1.269415e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40949 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 45327 members 
Mstep: Class 5 contains 36098 members 
Mstep: Class 6 contains 43007 members 
Mstep: Class 7 contains 37457 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41346 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 44554 members 
Mstep: Class 13 contains 32207 members 
Mstep: Class 14 contains 39890 members 
Mstep: Class 15 contains 54325 members 
Mstep: Class 16 contains 44502 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 43833 members 
Mstep: Class 20 contains 46239 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43291 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44237 members 
Mstep: Class 25 contains 45369 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941712.000000 Penalty: 93445.343750
Iteration 488Q: 29 clusters Score -1.269417e+08 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40979 members 
Mstep: Class 3 contains 1070 members 
Mstep: Class 4 contains 45294 members 
Mstep: Class 5 contains 36055 members 
Mstep: Class 6 contains 43011 members 
Mstep: Class 7 contains 37401 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41356 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 11 contains 2063 members 
Mstep: Class 12 contains 44599 members 
Mstep: Class 13 contains 32199 members 
Mstep: Class 14 contains 39813 members 
Mstep: Class 15 contains 54340 members 
Mstep: Class 16 contains 44505 members 
Mstep: Class 17 contains 3228 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 43870 members 
Mstep: Class 20 contains 46257 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43279 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44236 members 
Mstep: Class 25 contains 45456 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941656.000000 Penalty: 93445.343750
Iteration 489Q: 29 clusters Score -1.269417e+08 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40996 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 45255 members 
Mstep: Class 5 contains 36016 members 
Mstep: Class 6 contains 43017 members 
Mstep: Class 7 contains 37330 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41330 members 
Mstep: Class 10 contains 3392 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 44651 members 
Mstep: Class 13 contains 32192 members 
Mstep: Class 14 contains 39750 members 
Mstep: Class 15 contains 54370 members 
Mstep: Class 16 contains 44533 members 
Mstep: Class 17 contains 3231 members 
Mstep: Class 18 contains 2567 members 
Mstep: Class 19 contains 43855 members 
Mstep: Class 20 contains 46272 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43267 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44275 members 
Mstep: Class 25 contains 45545 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941880.000000 Penalty: 93445.343750
Iteration 490Q: 29 clusters Score -1.269419e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41013 members 
Mstep: Class 3 contains 1071 members 
Mstep: Class 4 contains 45257 members 
Mstep: Class 5 contains 35987 members 
Mstep: Class 6 contains 43003 members 
Mstep: Class 7 contains 37279 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41321 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 44672 members 
Mstep: Class 13 contains 32184 members 
Mstep: Class 14 contains 39705 members 
Mstep: Class 15 contains 54398 members 
Mstep: Class 16 contains 44555 members 
Mstep: Class 17 contains 3240 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 43803 members 
Mstep: Class 20 contains 46278 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43253 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44318 members 
Mstep: Class 25 contains 45636 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941600.000000 Penalty: 93445.343750
Iteration 491Q: 29 clusters Score -1.269416e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41023 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 45261 members 
Mstep: Class 5 contains 35951 members 
Mstep: Class 6 contains 42975 members 
Mstep: Class 7 contains 37214 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41333 members 
Mstep: Class 10 contains 3365 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 44716 members 
Mstep: Class 13 contains 32177 members 
Mstep: Class 14 contains 39674 members 
Mstep: Class 15 contains 54429 members 
Mstep: Class 16 contains 44576 members 
Mstep: Class 17 contains 3241 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 43774 members 
Mstep: Class 20 contains 46303 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43268 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44317 members 
Mstep: Class 25 contains 45685 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941424.000000 Penalty: 93445.343750
Iteration 492Q: 29 clusters Score -1.269414e+08 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41030 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 45260 members 
Mstep: Class 5 contains 35924 members 
Mstep: Class 6 contains 42963 members 
Mstep: Class 7 contains 37159 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41348 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 2060 members 
Mstep: Class 12 contains 44755 members 
Mstep: Class 13 contains 32165 members 
Mstep: Class 14 contains 39645 members 
Mstep: Class 15 contains 54422 members 
Mstep: Class 16 contains 44607 members 
Mstep: Class 17 contains 3244 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 43742 members 
Mstep: Class 20 contains 46313 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43282 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44342 members 
Mstep: Class 25 contains 45726 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941776.000000 Penalty: 93445.343750
Iteration 493Q: 29 clusters Score -1.269418e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41016 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 45278 members 
Mstep: Class 5 contains 35934 members 
Mstep: Class 6 contains 42989 members 
Mstep: Class 7 contains 37107 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41332 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 11 contains 2064 members 
Mstep: Class 12 contains 44790 members 
Mstep: Class 13 contains 32156 members 
Mstep: Class 14 contains 39598 members 
Mstep: Class 15 contains 54420 members 
Mstep: Class 16 contains 44656 members 
Mstep: Class 17 contains 3254 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 43695 members 
Mstep: Class 20 contains 46316 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43260 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44328 members 
Mstep: Class 25 contains 45800 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941832.000000 Penalty: 93445.343750
Iteration 494Q: 29 clusters Score -1.269418e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40992 members 
Mstep: Class 3 contains 1069 members 
Mstep: Class 4 contains 45307 members 
Mstep: Class 5 contains 35914 members 
Mstep: Class 6 contains 43014 members 
Mstep: Class 7 contains 37064 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41323 members 
Mstep: Class 10 contains 3339 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 44831 members 
Mstep: Class 13 contains 32148 members 
Mstep: Class 14 contains 39584 members 
Mstep: Class 15 contains 54412 members 
Mstep: Class 16 contains 44682 members 
Mstep: Class 17 contains 3257 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 43707 members 
Mstep: Class 20 contains 46322 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43247 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44277 members 
Mstep: Class 25 contains 45857 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941616.000000 Penalty: 93445.343750
Iteration 495Q: 29 clusters Score -1.269416e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40969 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 45313 members 
Mstep: Class 5 contains 35921 members 
Mstep: Class 6 contains 43051 members 
Mstep: Class 7 contains 37009 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41310 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 44871 members 
Mstep: Class 13 contains 32141 members 
Mstep: Class 14 contains 39552 members 
Mstep: Class 15 contains 54474 members 
Mstep: Class 16 contains 44720 members 
Mstep: Class 17 contains 3258 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 43699 members 
Mstep: Class 20 contains 46337 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43196 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44252 members 
Mstep: Class 25 contains 45880 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941712.000000 Penalty: 93445.343750
Iteration 496Q: 29 clusters Score -1.269417e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40969 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 45305 members 
Mstep: Class 5 contains 35916 members 
Mstep: Class 6 contains 43069 members 
Mstep: Class 7 contains 36959 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41328 members 
Mstep: Class 10 contains 3323 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 32123 members 
Mstep: Class 14 contains 39518 members 
Mstep: Class 15 contains 54520 members 
Mstep: Class 16 contains 44734 members 
Mstep: Class 17 contains 3267 members 
Mstep: Class 18 contains 2565 members 
Mstep: Class 19 contains 43700 members 
Mstep: Class 20 contains 46345 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43177 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44259 members 
Mstep: Class 25 contains 45860 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942200.000000 Penalty: 93445.343750
Iteration 497Q: 29 clusters Score -1.269422e+08 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40991 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 45289 members 
Mstep: Class 5 contains 35903 members 
Mstep: Class 6 contains 43094 members 
Mstep: Class 7 contains 36907 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41353 members 
Mstep: Class 10 contains 3323 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 44945 members 
Mstep: Class 13 contains 32094 members 
Mstep: Class 14 contains 39482 members 
Mstep: Class 15 contains 54568 members 
Mstep: Class 16 contains 44748 members 
Mstep: Class 17 contains 3285 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 43669 members 
Mstep: Class 20 contains 46359 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43169 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44230 members 
Mstep: Class 25 contains 45877 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942304.000000 Penalty: 93445.343750
Iteration 498Q: 29 clusters Score -1.269423e+08 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41002 members 
Mstep: Class 3 contains 1068 members 
Mstep: Class 4 contains 45267 members 
Mstep: Class 5 contains 35897 members 
Mstep: Class 6 contains 43133 members 
Mstep: Class 7 contains 36850 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41401 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 44967 members 
Mstep: Class 13 contains 32073 members 
Mstep: Class 14 contains 39424 members 
Mstep: Class 15 contains 54608 members 
Mstep: Class 16 contains 44749 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 2564 members 
Mstep: Class 19 contains 43652 members 
Mstep: Class 20 contains 46351 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43171 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44184 members 
Mstep: Class 25 contains 45943 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942000.000000 Penalty: 93445.343750
Iteration 499Q: 29 clusters Score -1.26942e+08 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 41004 members 
Mstep: Class 3 contains 1067 members 
Mstep: Class 4 contains 45247 members 
Mstep: Class 5 contains 35907 members 
Mstep: Class 6 contains 43153 members 
Mstep: Class 7 contains 36806 members 
Mstep: Class 8 contains 533 members 
Mstep: Class 9 contains 41433 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 11 contains 2058 members 
Mstep: Class 12 contains 45002 members 
Mstep: Class 13 contains 32052 members 
Mstep: Class 14 contains 39396 members 
Mstep: Class 15 contains 54599 members 
Mstep: Class 16 contains 44750 members 
Mstep: Class 17 contains 3296 members 
Mstep: Class 18 contains 2562 members 
Mstep: Class 19 contains 43637 members 
Mstep: Class 20 contains 46368 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 43140 members 
Mstep: Class 23 contains 568 members 
Mstep: Class 24 contains 44198 members 
Mstep: Class 25 contains 45983 members 
Mstep: Class 26 contains 833 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942072.000000 Penalty: 93445.343750
Iteration 500F: 29 clusters Score -1.269421e+08 nChanged 2247
Maximum iterations exceeded
--- Evaluating fit on full set of 2096132 points ---
Entering Unmasked Estep 
Score: -385108224.000000 Penalty: 101074.117188
23->29 Clusters: Score -385108224.000000, best is -385147328.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 698710 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 30342 members 
Mstep: Class 3 contains 30266 members 
Mstep: Class 4 contains 30403 members 
Mstep: Class 5 contains 30523 members 
Mstep: Class 6 contains 30622 members 
Mstep: Class 7 contains 30514 members 
Mstep: Class 8 contains 30354 members 
Mstep: Class 9 contains 30366 members 
Mstep: Class 10 contains 30655 members 
Mstep: Class 11 contains 30824 members 
Mstep: Class 12 contains 30171 members 
Mstep: Class 13 contains 30252 members 
Mstep: Class 14 contains 30424 members 
Mstep: Class 15 contains 30166 members 
Mstep: Class 16 contains 29982 members 
Mstep: Class 17 contains 30450 members 
Mstep: Class 18 contains 30520 members 
Mstep: Class 19 contains 29978 members 
Mstep: Class 20 contains 30307 members 
Mstep: Class 21 contains 30610 members 
Mstep: Class 22 contains 30428 members 
Mstep: Class 23 contains 30408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1959.085083 but Gain 3337.335938
Score: -121412608.000000 Penalty: 73421.343750
Iteration 0F: 23 clusters Score -1.214126e+08 nChanged 668001
Entering Unmasked Mstep 
Mstep: Class 0 contains 1745 members 
Mstep: Class 1 contains 126275 members 
Mstep: Class 2 contains 45956 members 
Mstep: Class 3 contains 16393 members 
Mstep: Class 4 contains 7163 members 
Mstep: Class 5 contains 10863 members 
Mstep: Class 6 contains 224454 members 
Mstep: Class 7 contains 18041 members 
Mstep: Class 8 contains 10179 members 
Mstep: Class 9 contains 5791 members 
Mstep: Class 10 contains 42425 members 
Mstep: Class 11 contains 4757 members 
Mstep: Class 12 contains 28735 members 
Mstep: Class 13 contains 6464 members 
Mstep: Class 14 contains 10920 members 
Mstep: Class 15 contains 8653 members 
Mstep: Class 16 contains 19823 members 
Mstep: Class 18 contains 9700 members 
Mstep: Class 19 contains 11789 members 
Mstep: Class 20 contains 17293 members 
Mstep: Class 21 contains 48948 members 
Mstep: Class 22 contains 1867 members 
Mstep: Class 23 contains 20476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 944.728333 but Gain 3337.335938
Score: -125568856.000000 Penalty: 70084.007812
Iteration 1F: 22 clusters Score -1.255689e+08 nChanged 279075
Entering Unmasked Mstep 
Mstep: Class 0 contains 1364 members 
Mstep: Class 1 contains 116159 members 
Mstep: Class 2 contains 87426 members 
Mstep: Class 3 contains 10781 members 
Mstep: Class 4 contains 1950 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 192712 members 
Mstep: Class 7 contains 12503 members 
Mstep: Class 8 contains 5170 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 84157 members 
Mstep: Class 12 contains 24507 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 2648 members 
Mstep: Class 15 contains 6764 members 
Mstep: Class 16 contains 13290 members 
Mstep: Class 18 contains 8474 members 
Mstep: Class 19 contains 4599 members 
Mstep: Class 20 contains 15071 members 
Mstep: Class 21 contains 75665 members 
Mstep: Class 22 contains 2665 members 
Mstep: Class 23 contains 24899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 2513.347412 but Gain 3337.328125
Score: -126027000.000000 Penalty: 66746.679688
Iteration 2F: 21 clusters Score -1.26027e+08 nChanged 197054
Entering Unmasked Mstep 
Mstep: Class 0 contains 801 members 
Mstep: Class 1 contains 80703 members 
Mstep: Class 2 contains 112613 members 
Mstep: Class 3 contains 10508 members 
Mstep: Class 4 contains 1778 members 
Mstep: Class 5 contains 4369 members 
Mstep: Class 6 contains 136395 members 
Mstep: Class 7 contains 12619 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 116940 members 
Mstep: Class 12 contains 23020 members 
Mstep: Class 14 contains 3643 members 
Mstep: Class 15 contains 5610 members 
Mstep: Class 16 contains 13097 members 
Mstep: Class 18 contains 7082 members 
Mstep: Class 19 contains 6329 members 
Mstep: Class 20 contains 14021 members 
Mstep: Class 21 contains 109289 members 
Mstep: Class 22 contains 2896 members 
Mstep: Class 23 contains 28501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126002904.000000 Penalty: 66746.679688
Iteration 3F: 21 clusters Score -1.260029e+08 nChanged 224262
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 143319 members 
Mstep: Class 2 contains 87493 members 
Mstep: Class 3 contains 12536 members 
Mstep: Class 4 contains 1498 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 90727 members 
Mstep: Class 7 contains 16373 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 2591 members 
Mstep: Class 10 contains 83379 members 
Mstep: Class 12 contains 30233 members 
Mstep: Class 14 contains 3737 members 
Mstep: Class 15 contains 6351 members 
Mstep: Class 16 contains 16009 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 8382 members 
Mstep: Class 20 contains 18507 members 
Mstep: Class 21 contains 106839 members 
Mstep: Class 22 contains 2828 members 
Mstep: Class 23 contains 48286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126207776.000000 Penalty: 66746.679688
Iteration 4F: 21 clusters Score -1.262078e+08 nChanged 189476
Entering Unmasked Mstep 
Mstep: Class 0 contains 403 members 
Mstep: Class 1 contains 67719 members 
Mstep: Class 2 contains 97657 members 
Mstep: Class 3 contains 13699 members 
Mstep: Class 4 contains 1214 members 
Mstep: Class 5 contains 4805 members 
Mstep: Class 6 contains 105208 members 
Mstep: Class 7 contains 19316 members 
Mstep: Class 8 contains 6827 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 102351 members 
Mstep: Class 12 contains 39983 members 
Mstep: Class 14 contains 3486 members 
Mstep: Class 15 contains 6672 members 
Mstep: Class 16 contains 17994 members 
Mstep: Class 18 contains 8355 members 
Mstep: Class 19 contains 9653 members 
Mstep: Class 20 contains 23605 members 
Mstep: Class 21 contains 85883 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 78908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126319960.000000 Penalty: 66746.679688
Iteration 5F: 21 clusters Score -1.2632e+08 nChanged 162883
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 86252 members 
Mstep: Class 2 contains 76498 members 
Mstep: Class 3 contains 13047 members 
Mstep: Class 4 contains 1068 members 
Mstep: Class 5 contains 5041 members 
Mstep: Class 6 contains 72558 members 
Mstep: Class 7 contains 20084 members 
Mstep: Class 8 contains 6735 members 
Mstep: Class 9 contains 2210 members 
Mstep: Class 10 contains 69015 members 
Mstep: Class 12 contains 51419 members 
Mstep: Class 14 contains 3137 members 
Mstep: Class 15 contains 6434 members 
Mstep: Class 16 contains 18518 members 
Mstep: Class 18 contains 8508 members 
Mstep: Class 19 contains 10522 members 
Mstep: Class 20 contains 30263 members 
Mstep: Class 21 contains 96190 members 
Mstep: Class 22 contains 2419 members 
Mstep: Class 23 contains 118457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126373912.000000 Penalty: 66746.679688
Iteration 6F: 21 clusters Score -1.263739e+08 nChanged 190741
Entering Unmasked Mstep 
Mstep: Class 0 contains 275 members 
Mstep: Class 1 contains 80016 members 
Mstep: Class 2 contains 83713 members 
Mstep: Class 3 contains 12843 members 
Mstep: Class 4 contains 1084 members 
Mstep: Class 5 contains 5266 members 
Mstep: Class 6 contains 85659 members 
Mstep: Class 7 contains 21958 members 
Mstep: Class 8 contains 7214 members 
Mstep: Class 9 contains 2215 members 
Mstep: Class 10 contains 79291 members 
Mstep: Class 12 contains 71546 members 
Mstep: Class 14 contains 2700 members 
Mstep: Class 15 contains 6537 members 
Mstep: Class 16 contains 19486 members 
Mstep: Class 18 contains 8536 members 
Mstep: Class 19 contains 11805 members 
Mstep: Class 20 contains 41863 members 
Mstep: Class 21 contains 85270 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 69242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126480528.000000 Penalty: 66746.679688
Iteration 7F: 21 clusters Score -1.264805e+08 nChanged 116486
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 66211 members 
Mstep: Class 2 contains 74409 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 5174 members 
Mstep: Class 6 contains 73270 members 
Mstep: Class 7 contains 21031 members 
Mstep: Class 8 contains 7253 members 
Mstep: Class 9 contains 2253 members 
Mstep: Class 10 contains 72007 members 
Mstep: Class 12 contains 87080 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 5795 members 
Mstep: Class 16 contains 18963 members 
Mstep: Class 18 contains 8027 members 
Mstep: Class 19 contains 13105 members 
Mstep: Class 20 contains 55685 members 
Mstep: Class 21 contains 89343 members 
Mstep: Class 22 contains 2014 members 
Mstep: Class 23 contains 81884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126512776.000000 Penalty: 66746.679688
Iteration 8F: 21 clusters Score -1.265128e+08 nChanged 123398
Entering Unmasked Mstep 
Mstep: Class 0 contains 165 members 
Mstep: Class 1 contains 61362 members 
Mstep: Class 2 contains 70640 members 
Mstep: Class 3 contains 10667 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 4869 members 
Mstep: Class 6 contains 64669 members 
Mstep: Class 7 contains 22109 members 
Mstep: Class 8 contains 7677 members 
Mstep: Class 9 contains 2272 members 
Mstep: Class 10 contains 65370 members 
Mstep: Class 12 contains 97477 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 20329 members 
Mstep: Class 18 contains 8027 members 
Mstep: Class 19 contains 15008 members 
Mstep: Class 20 contains 76118 members 
Mstep: Class 21 contains 77194 members 
Mstep: Class 22 contains 1908 members 
Mstep: Class 23 contains 83833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126538808.000000 Penalty: 66746.679688
Iteration 9F: 21 clusters Score -1.265388e+08 nChanged 102649
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 57821 members 
Mstep: Class 2 contains 67196 members 
Mstep: Class 3 contains 10208 members 
Mstep: Class 4 contains 1248 members 
Mstep: Class 5 contains 4469 members 
Mstep: Class 6 contains 59284 members 
Mstep: Class 7 contains 24488 members 
Mstep: Class 8 contains 8183 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 61318 members 
Mstep: Class 12 contains 86324 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 5395 members 
Mstep: Class 16 contains 23394 members 
Mstep: Class 18 contains 8546 members 
Mstep: Class 19 contains 17278 members 
Mstep: Class 20 contains 91632 members 
Mstep: Class 21 contains 84497 members 
Mstep: Class 22 contains 1846 members 
Mstep: Class 23 contains 80975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126571560.000000 Penalty: 66746.679688
Iteration 10F: 21 clusters Score -1.265716e+08 nChanged 95598
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 66284 members 
Mstep: Class 3 contains 9729 members 
Mstep: Class 4 contains 1262 members 
Mstep: Class 5 contains 4098 members 
Mstep: Class 6 contains 57573 members 
Mstep: Class 7 contains 26493 members 
Mstep: Class 8 contains 8474 members 
Mstep: Class 9 contains 2166 members 
Mstep: Class 10 contains 60201 members 
Mstep: Class 12 contains 85567 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 27460 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 19122 members 
Mstep: Class 20 contains 100589 members 
Mstep: Class 21 contains 76796 members 
Mstep: Class 22 contains 1779 members 
Mstep: Class 23 contains 77739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126585960.000000 Penalty: 66746.679688
Iteration 11F: 21 clusters Score -1.26586e+08 nChanged 74141
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 65105 members 
Mstep: Class 3 contains 9069 members 
Mstep: Class 4 contains 1294 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 6 contains 56641 members 
Mstep: Class 7 contains 28643 members 
Mstep: Class 8 contains 8782 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 59588 members 
Mstep: Class 12 contains 83185 members 
Mstep: Class 14 contains 2239 members 
Mstep: Class 15 contains 4917 members 
Mstep: Class 16 contains 33120 members 
Mstep: Class 18 contains 9697 members 
Mstep: Class 19 contains 20924 members 
Mstep: Class 20 contains 91794 members 
Mstep: Class 21 contains 81739 members 
Mstep: Class 22 contains 1725 members 
Mstep: Class 23 contains 77319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126621608.000000 Penalty: 66746.679688
Iteration 12F: 21 clusters Score -1.266216e+08 nChanged 61048
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 63510 members 
Mstep: Class 3 contains 8517 members 
Mstep: Class 4 contains 1313 members 
Mstep: Class 5 contains 3543 members 
Mstep: Class 6 contains 56278 members 
Mstep: Class 7 contains 30834 members 
Mstep: Class 8 contains 9008 members 
Mstep: Class 9 contains 2007 members 
Mstep: Class 10 contains 57924 members 
Mstep: Class 12 contains 82025 members 
Mstep: Class 14 contains 2195 members 
Mstep: Class 15 contains 4586 members 
Mstep: Class 16 contains 40369 members 
Mstep: Class 18 contains 10412 members 
Mstep: Class 19 contains 22758 members 
Mstep: Class 20 contains 89962 members 
Mstep: Class 21 contains 80313 members 
Mstep: Class 22 contains 1679 members 
Mstep: Class 23 contains 74546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126646560.000000 Penalty: 66746.679688
Iteration 13F: 21 clusters Score -1.266466e+08 nChanged 55463
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 56682 members 
Mstep: Class 2 contains 61610 members 
Mstep: Class 3 contains 8066 members 
Mstep: Class 4 contains 1322 members 
Mstep: Class 5 contains 3361 members 
Mstep: Class 6 contains 56188 members 
Mstep: Class 7 contains 33492 members 
Mstep: Class 8 contains 9190 members 
Mstep: Class 9 contains 1940 members 
Mstep: Class 10 contains 56228 members 
Mstep: Class 12 contains 79251 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 4259 members 
Mstep: Class 16 contains 49374 members 
Mstep: Class 18 contains 11254 members 
Mstep: Class 19 contains 24552 members 
Mstep: Class 20 contains 87463 members 
Mstep: Class 21 contains 78905 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 71709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126672840.000000 Penalty: 66746.679688
Iteration 14F: 21 clusters Score -1.266728e+08 nChanged 52219
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 59727 members 
Mstep: Class 3 contains 7776 members 
Mstep: Class 4 contains 1313 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 56609 members 
Mstep: Class 7 contains 36982 members 
Mstep: Class 8 contains 9344 members 
Mstep: Class 9 contains 1889 members 
Mstep: Class 10 contains 54455 members 
Mstep: Class 12 contains 74930 members 
Mstep: Class 14 contains 2049 members 
Mstep: Class 15 contains 3983 members 
Mstep: Class 16 contains 58641 members 
Mstep: Class 18 contains 12289 members 
Mstep: Class 19 contains 26136 members 
Mstep: Class 20 contains 85149 members 
Mstep: Class 21 contains 77395 members 
Mstep: Class 22 contains 1593 members 
Mstep: Class 23 contains 68640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126697472.000000 Penalty: 66746.679688
Iteration 15F: 21 clusters Score -1.266975e+08 nChanged 48319
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 56256 members 
Mstep: Class 2 contains 57741 members 
Mstep: Class 3 contains 7498 members 
Mstep: Class 4 contains 1301 members 
Mstep: Class 5 contains 3132 members 
Mstep: Class 6 contains 57250 members 
Mstep: Class 7 contains 41952 members 
Mstep: Class 8 contains 9431 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 10 contains 53293 members 
Mstep: Class 12 contains 70610 members 
Mstep: Class 14 contains 1967 members 
Mstep: Class 15 contains 3781 members 
Mstep: Class 16 contains 66237 members 
Mstep: Class 18 contains 13782 members 
Mstep: Class 19 contains 27431 members 
Mstep: Class 20 contains 82388 members 
Mstep: Class 21 contains 76192 members 
Mstep: Class 22 contains 1545 members 
Mstep: Class 23 contains 64985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126711376.000000 Penalty: 66746.679688
Iteration 16F: 21 clusters Score -1.267114e+08 nChanged 43960
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 55881 members 
Mstep: Class 3 contains 7264 members 
Mstep: Class 4 contains 1281 members 
Mstep: Class 5 contains 3094 members 
Mstep: Class 6 contains 58150 members 
Mstep: Class 7 contains 49241 members 
Mstep: Class 8 contains 9399 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 52554 members 
Mstep: Class 12 contains 67494 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 70063 members 
Mstep: Class 18 contains 15998 members 
Mstep: Class 19 contains 28517 members 
Mstep: Class 20 contains 78192 members 
Mstep: Class 21 contains 75370 members 
Mstep: Class 22 contains 1504 members 
Mstep: Class 23 contains 61194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126726472.000000 Penalty: 66746.679688
Iteration 17F: 21 clusters Score -1.267265e+08 nChanged 41626
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 54379 members 
Mstep: Class 3 contains 7208 members 
Mstep: Class 4 contains 1261 members 
Mstep: Class 5 contains 3117 members 
Mstep: Class 6 contains 58670 members 
Mstep: Class 7 contains 59566 members 
Mstep: Class 8 contains 9260 members 
Mstep: Class 9 contains 1711 members 
Mstep: Class 10 contains 52088 members 
Mstep: Class 12 contains 62582 members 
Mstep: Class 14 contains 1799 members 
Mstep: Class 15 contains 3639 members 
Mstep: Class 16 contains 70734 members 
Mstep: Class 18 contains 18953 members 
Mstep: Class 19 contains 29445 members 
Mstep: Class 20 contains 74871 members 
Mstep: Class 21 contains 74312 members 
Mstep: Class 22 contains 1442 members 
Mstep: Class 23 contains 57997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126739008.000000 Penalty: 66746.679688
Iteration 18F: 21 clusters Score -1.26739e+08 nChanged 41297
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 53171 members 
Mstep: Class 3 contains 7523 members 
Mstep: Class 4 contains 1246 members 
Mstep: Class 5 contains 3196 members 
Mstep: Class 6 contains 58501 members 
Mstep: Class 7 contains 71241 members 
Mstep: Class 8 contains 9063 members 
Mstep: Class 9 contains 1685 members 
Mstep: Class 10 contains 51706 members 
Mstep: Class 12 contains 55691 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 3621 members 
Mstep: Class 16 contains 69290 members 
Mstep: Class 18 contains 22769 members 
Mstep: Class 19 contains 30343 members 
Mstep: Class 20 contains 72329 members 
Mstep: Class 21 contains 73497 members 
Mstep: Class 22 contains 1350 members 
Mstep: Class 23 contains 56009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126748304.000000 Penalty: 66746.679688
Iteration 19F: 21 clusters Score -1.267483e+08 nChanged 38525
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 52051 members 
Mstep: Class 3 contains 8155 members 
Mstep: Class 4 contains 1238 members 
Mstep: Class 5 contains 3322 members 
Mstep: Class 6 contains 58076 members 
Mstep: Class 7 contains 79888 members 
Mstep: Class 8 contains 9017 members 
Mstep: Class 9 contains 1639 members 
Mstep: Class 10 contains 51474 members 
Mstep: Class 12 contains 50122 members 
Mstep: Class 14 contains 1638 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 67022 members 
Mstep: Class 18 contains 27869 members 
Mstep: Class 19 contains 31209 members 
Mstep: Class 20 contains 70003 members 
Mstep: Class 21 contains 72599 members 
Mstep: Class 22 contains 1268 members 
Mstep: Class 23 contains 54769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126755344.000000 Penalty: 66746.679688
Iteration 20F: 21 clusters Score -1.267553e+08 nChanged 36338
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 51239 members 
Mstep: Class 3 contains 8913 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 3452 members 
Mstep: Class 6 contains 57310 members 
Mstep: Class 7 contains 83590 members 
Mstep: Class 8 contains 9055 members 
Mstep: Class 9 contains 1600 members 
Mstep: Class 10 contains 51334 members 
Mstep: Class 12 contains 47343 members 
Mstep: Class 14 contains 1625 members 
Mstep: Class 15 contains 3773 members 
Mstep: Class 16 contains 65994 members 
Mstep: Class 18 contains 34435 members 
Mstep: Class 19 contains 32123 members 
Mstep: Class 20 contains 67230 members 
Mstep: Class 21 contains 70905 members 
Mstep: Class 22 contains 1178 members 
Mstep: Class 23 contains 53882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126762776.000000 Penalty: 66746.679688
Iteration 21F: 21 clusters Score -1.267628e+08 nChanged 32730
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 50490 members 
Mstep: Class 3 contains 9711 members 
Mstep: Class 4 contains 1224 members 
Mstep: Class 5 contains 3578 members 
Mstep: Class 6 contains 56382 members 
Mstep: Class 7 contains 83058 members 
Mstep: Class 8 contains 9099 members 
Mstep: Class 9 contains 1564 members 
Mstep: Class 10 contains 51161 members 
Mstep: Class 12 contains 47629 members 
Mstep: Class 14 contains 1630 members 
Mstep: Class 15 contains 3966 members 
Mstep: Class 16 contains 64773 members 
Mstep: Class 18 contains 42482 members 
Mstep: Class 19 contains 33108 members 
Mstep: Class 20 contains 64097 members 
Mstep: Class 21 contains 69271 members 
Mstep: Class 22 contains 1102 members 
Mstep: Class 23 contains 53085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126775992.000000 Penalty: 66746.679688
Iteration 22Q: 21 clusters Score -1.26776e+08 nChanged 30389
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 49995 members 
Mstep: Class 3 contains 10554 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 3674 members 
Mstep: Class 6 contains 54937 members 
Mstep: Class 7 contains 80731 members 
Mstep: Class 8 contains 9032 members 
Mstep: Class 9 contains 1516 members 
Mstep: Class 10 contains 50820 members 
Mstep: Class 12 contains 48725 members 
Mstep: Class 14 contains 1656 members 
Mstep: Class 15 contains 4172 members 
Mstep: Class 16 contains 63123 members 
Mstep: Class 18 contains 53592 members 
Mstep: Class 19 contains 33769 members 
Mstep: Class 20 contains 60720 members 
Mstep: Class 21 contains 67181 members 
Mstep: Class 22 contains 1056 members 
Mstep: Class 23 contains 52219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126789248.000000 Penalty: 66746.679688
Iteration 23Q: 21 clusters Score -1.267892e+08 nChanged 37824
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 49025 members 
Mstep: Class 3 contains 11420 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 3771 members 
Mstep: Class 6 contains 51281 members 
Mstep: Class 7 contains 78185 members 
Mstep: Class 8 contains 8860 members 
Mstep: Class 9 contains 1477 members 
Mstep: Class 10 contains 50055 members 
Mstep: Class 12 contains 51000 members 
Mstep: Class 14 contains 1658 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 60956 members 
Mstep: Class 18 contains 70609 members 
Mstep: Class 19 contains 34164 members 
Mstep: Class 20 contains 56338 members 
Mstep: Class 21 contains 63927 members 
Mstep: Class 22 contains 1034 members 
Mstep: Class 23 contains 51111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126795256.000000 Penalty: 66746.679688
Iteration 24F: 21 clusters Score -1.267953e+08 nChanged 37462
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 48657 members 
Mstep: Class 3 contains 12315 members 
Mstep: Class 4 contains 1219 members 
Mstep: Class 5 contains 3848 members 
Mstep: Class 6 contains 48740 members 
Mstep: Class 7 contains 76124 members 
Mstep: Class 8 contains 8626 members 
Mstep: Class 9 contains 1465 members 
Mstep: Class 10 contains 49574 members 
Mstep: Class 12 contains 53981 members 
Mstep: Class 14 contains 1701 members 
Mstep: Class 15 contains 4799 members 
Mstep: Class 16 contains 59871 members 
Mstep: Class 18 contains 81170 members 
Mstep: Class 19 contains 34436 members 
Mstep: Class 20 contains 53525 members 
Mstep: Class 21 contains 60855 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 49927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126795616.000000 Penalty: 66746.679688
Iteration 25F: 21 clusters Score -1.267956e+08 nChanged 35794
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 49200 members 
Mstep: Class 3 contains 13296 members 
Mstep: Class 4 contains 1222 members 
Mstep: Class 5 contains 3908 members 
Mstep: Class 6 contains 49450 members 
Mstep: Class 7 contains 74100 members 
Mstep: Class 8 contains 8390 members 
Mstep: Class 9 contains 1474 members 
Mstep: Class 10 contains 49821 members 
Mstep: Class 12 contains 56131 members 
Mstep: Class 14 contains 1753 members 
Mstep: Class 15 contains 5128 members 
Mstep: Class 16 contains 59787 members 
Mstep: Class 18 contains 83693 members 
Mstep: Class 19 contains 34668 members 
Mstep: Class 20 contains 52912 members 
Mstep: Class 21 contains 56766 members 
Mstep: Class 22 contains 896 members 
Mstep: Class 23 contains 49250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126796360.000000 Penalty: 66746.679688
Iteration 26F: 21 clusters Score -1.267964e+08 nChanged 26937
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 49527 members 
Mstep: Class 3 contains 14320 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 3963 members 
Mstep: Class 6 contains 51370 members 
Mstep: Class 7 contains 72192 members 
Mstep: Class 8 contains 8178 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 49888 members 
Mstep: Class 12 contains 56935 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 5457 members 
Mstep: Class 16 contains 59163 members 
Mstep: Class 18 contains 82234 members 
Mstep: Class 19 contains 34842 members 
Mstep: Class 20 contains 53391 members 
Mstep: Class 21 contains 54665 members 
Mstep: Class 22 contains 832 members 
Mstep: Class 23 contains 49511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126798160.000000 Penalty: 66746.679688
Iteration 27Q: 21 clusters Score -1.267982e+08 nChanged 21160
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 49696 members 
Mstep: Class 3 contains 15441 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 52233 members 
Mstep: Class 7 contains 70409 members 
Mstep: Class 8 contains 7952 members 
Mstep: Class 9 contains 1455 members 
Mstep: Class 10 contains 49766 members 
Mstep: Class 12 contains 57433 members 
Mstep: Class 14 contains 1803 members 
Mstep: Class 15 contains 5899 members 
Mstep: Class 16 contains 58310 members 
Mstep: Class 18 contains 81406 members 
Mstep: Class 19 contains 34959 members 
Mstep: Class 20 contains 53257 members 
Mstep: Class 21 contains 54639 members 
Mstep: Class 22 contains 807 members 
Mstep: Class 23 contains 49691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126799888.000000 Penalty: 66746.679688
Iteration 28Q: 21 clusters Score -1.267999e+08 nChanged 18510
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 49900 members 
Mstep: Class 3 contains 16711 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 52899 members 
Mstep: Class 7 contains 68658 members 
Mstep: Class 8 contains 7713 members 
Mstep: Class 9 contains 1433 members 
Mstep: Class 10 contains 49653 members 
Mstep: Class 12 contains 57496 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 6346 members 
Mstep: Class 16 contains 57290 members 
Mstep: Class 18 contains 80856 members 
Mstep: Class 19 contains 35106 members 
Mstep: Class 20 contains 52974 members 
Mstep: Class 21 contains 55121 members 
Mstep: Class 22 contains 791 members 
Mstep: Class 23 contains 49804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126801272.000000 Penalty: 66746.679688
Iteration 29Q: 21 clusters Score -1.268013e+08 nChanged 16732
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 50049 members 
Mstep: Class 3 contains 18135 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 53334 members 
Mstep: Class 7 contains 66750 members 
Mstep: Class 8 contains 7486 members 
Mstep: Class 9 contains 1420 members 
Mstep: Class 10 contains 49633 members 
Mstep: Class 12 contains 57291 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 6909 members 
Mstep: Class 16 contains 56290 members 
Mstep: Class 18 contains 80453 members 
Mstep: Class 19 contains 35239 members 
Mstep: Class 20 contains 52789 members 
Mstep: Class 21 contains 55761 members 
Mstep: Class 22 contains 783 members 
Mstep: Class 23 contains 49955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126803256.000000 Penalty: 66746.679688
Iteration 30Q: 21 clusters Score -1.268033e+08 nChanged 15680
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 50185 members 
Mstep: Class 3 contains 19689 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 53692 members 
Mstep: Class 7 contains 64892 members 
Mstep: Class 8 contains 7214 members 
Mstep: Class 9 contains 1405 members 
Mstep: Class 10 contains 49700 members 
Mstep: Class 12 contains 56824 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 7582 members 
Mstep: Class 16 contains 55317 members 
Mstep: Class 18 contains 80262 members 
Mstep: Class 19 contains 35370 members 
Mstep: Class 20 contains 52640 members 
Mstep: Class 21 contains 56405 members 
Mstep: Class 22 contains 780 members 
Mstep: Class 23 contains 50042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126804808.000000 Penalty: 66746.679688
Iteration 31Q: 21 clusters Score -1.268048e+08 nChanged 14986
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 50261 members 
Mstep: Class 3 contains 21406 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 3957 members 
Mstep: Class 6 contains 53919 members 
Mstep: Class 7 contains 63058 members 
Mstep: Class 8 contains 6910 members 
Mstep: Class 9 contains 1396 members 
Mstep: Class 10 contains 49745 members 
Mstep: Class 12 contains 56334 members 
Mstep: Class 14 contains 1842 members 
Mstep: Class 15 contains 8376 members 
Mstep: Class 16 contains 54435 members 
Mstep: Class 18 contains 80116 members 
Mstep: Class 19 contains 35515 members 
Mstep: Class 20 contains 52425 members 
Mstep: Class 21 contains 56954 members 
Mstep: Class 22 contains 779 members 
Mstep: Class 23 contains 50204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126805720.000000 Penalty: 66746.679688
Iteration 32Q: 21 clusters Score -1.268057e+08 nChanged 14792
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 50371 members 
Mstep: Class 3 contains 23324 members 
Mstep: Class 4 contains 1229 members 
Mstep: Class 5 contains 3912 members 
Mstep: Class 6 contains 54084 members 
Mstep: Class 7 contains 61127 members 
Mstep: Class 8 contains 6623 members 
Mstep: Class 9 contains 1395 members 
Mstep: Class 10 contains 49747 members 
Mstep: Class 12 contains 55769 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 9372 members 
Mstep: Class 16 contains 53601 members 
Mstep: Class 18 contains 80096 members 
Mstep: Class 19 contains 35698 members 
Mstep: Class 20 contains 52228 members 
Mstep: Class 21 contains 57236 members 
Mstep: Class 22 contains 777 members 
Mstep: Class 23 contains 50386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126808136.000000 Penalty: 66746.679688
Iteration 33Q: 21 clusters Score -1.268081e+08 nChanged 14598
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 50430 members 
Mstep: Class 3 contains 25368 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 54185 members 
Mstep: Class 7 contains 59384 members 
Mstep: Class 8 contains 6333 members 
Mstep: Class 9 contains 1395 members 
Mstep: Class 10 contains 49613 members 
Mstep: Class 12 contains 55158 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 10585 members 
Mstep: Class 16 contains 52800 members 
Mstep: Class 18 contains 80045 members 
Mstep: Class 19 contains 35895 members 
Mstep: Class 20 contains 52117 members 
Mstep: Class 21 contains 57435 members 
Mstep: Class 22 contains 776 members 
Mstep: Class 23 contains 50436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126810104.000000 Penalty: 66746.679688
Iteration 34Q: 21 clusters Score -1.268101e+08 nChanged 14341
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 50409 members 
Mstep: Class 3 contains 27587 members 
Mstep: Class 4 contains 1227 members 
Mstep: Class 5 contains 3831 members 
Mstep: Class 6 contains 54186 members 
Mstep: Class 7 contains 57644 members 
Mstep: Class 8 contains 6016 members 
Mstep: Class 9 contains 1395 members 
Mstep: Class 10 contains 49474 members 
Mstep: Class 12 contains 54625 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 11983 members 
Mstep: Class 16 contains 52080 members 
Mstep: Class 18 contains 79893 members 
Mstep: Class 19 contains 36024 members 
Mstep: Class 20 contains 52028 members 
Mstep: Class 21 contains 57589 members 
Mstep: Class 22 contains 776 members 
Mstep: Class 23 contains 50449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126812296.000000 Penalty: 66746.679688
Iteration 35Q: 21 clusters Score -1.268123e+08 nChanged 14419
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 50372 members 
Mstep: Class 3 contains 30090 members 
Mstep: Class 4 contains 1226 members 
Mstep: Class 5 contains 3789 members 
Mstep: Class 6 contains 54078 members 
Mstep: Class 7 contains 55868 members 
Mstep: Class 8 contains 5694 members 
Mstep: Class 9 contains 1395 members 
Mstep: Class 10 contains 49282 members 
Mstep: Class 12 contains 54073 members 
Mstep: Class 14 contains 1801 members 
Mstep: Class 15 contains 13651 members 
Mstep: Class 16 contains 51395 members 
Mstep: Class 18 contains 79495 members 
Mstep: Class 19 contains 36182 members 
Mstep: Class 20 contains 51856 members 
Mstep: Class 21 contains 57772 members 
Mstep: Class 22 contains 776 members 
Mstep: Class 23 contains 50473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126815688.000000 Penalty: 66746.679688
Iteration 36Q: 21 clusters Score -1.268157e+08 nChanged 14349
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 50283 members 
Mstep: Class 3 contains 32813 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 53860 members 
Mstep: Class 7 contains 54306 members 
Mstep: Class 8 contains 5383 members 
Mstep: Class 9 contains 1395 members 
Mstep: Class 10 contains 49140 members 
Mstep: Class 12 contains 53431 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 15550 members 
Mstep: Class 16 contains 50655 members 
Mstep: Class 18 contains 79151 members 
Mstep: Class 19 contains 36342 members 
Mstep: Class 20 contains 51621 members 
Mstep: Class 21 contains 57786 members 
Mstep: Class 22 contains 776 members 
Mstep: Class 23 contains 50314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126819368.000000 Penalty: 66746.679688
Iteration 37Q: 21 clusters Score -1.268194e+08 nChanged 14143
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 50055 members 
Mstep: Class 3 contains 35716 members 
Mstep: Class 4 contains 1230 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 53608 members 
Mstep: Class 7 contains 52891 members 
Mstep: Class 8 contains 5125 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 48996 members 
Mstep: Class 12 contains 52873 members 
Mstep: Class 14 contains 1783 members 
Mstep: Class 15 contains 17592 members 
Mstep: Class 16 contains 50104 members 
Mstep: Class 18 contains 78786 members 
Mstep: Class 19 contains 36493 members 
Mstep: Class 20 contains 51215 members 
Mstep: Class 21 contains 57551 members 
Mstep: Class 22 contains 776 members 
Mstep: Class 23 contains 50042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126823552.000000 Penalty: 66746.679688
Iteration 38Q: 21 clusters Score -1.268236e+08 nChanged 14039
Entering ConstructFrom: 
Score: -126823552.000000 Penalty: 66746.679688
Entering ConstructFrom: 
Trying to split cluster 1 (48373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Entering Unmasked Estep 
Score: -8966446.000000 Penalty: 2675.101074
	Iteration 0F: 2 clusters Score -8966446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -8937956.000000 Penalty: 5350.202148
	Iteration 0F: 3 clusters Score -8937956 nChanged 22231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -8950519.000000 Penalty: 5350.202148
	Iteration 1F: 3 clusters Score -8950519 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -8951291.000000 Penalty: 5350.202148
	Iteration 2Q: 3 clusters Score -8951291 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -8952185.000000 Penalty: 5350.202148
	Iteration 3Q: 3 clusters Score -8952185 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -8953365.000000 Penalty: 5350.202148
	Iteration 4Q: 3 clusters Score -8953365 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -8954902.000000 Penalty: 5350.202148
	Iteration 5F: 3 clusters Score -8954902 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -8956749.000000 Penalty: 5350.202148
	Iteration 6F: 3 clusters Score -8956749 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8965056 nChanged 301
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Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8965094 nChanged 273
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Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8965162 nChanged 252
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Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8965193 nChanged 239
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Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8965241 nChanged 243
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Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8965284 nChanged 207
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Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8965333 nChanged 212
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Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8965368 nChanged 182
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Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8965402 nChanged 181
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Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8965435 nChanged 174
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Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8965452 nChanged 164
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Mstep: Class 1 contains 33423 members 
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Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8965513 nChanged 170
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Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8965550 nChanged 162
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Mstep: Class 1 contains 33621 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8965595 nChanged 162
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Mstep: Class 1 contains 33727 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8965606 nChanged 151
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Mstep: Class 1 contains 33850 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8965640 nChanged 131
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Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8965658 nChanged 129
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8965682 nChanged 147
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8965696 nChanged 149
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8965713 nChanged 139
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Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8965889 nChanged 108
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Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8965919 nChanged 103
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Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8965946 nChanged 119
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Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8965990 nChanged 123
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Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 12668 members 
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	Iteration 52Q: 3 clusters Score -8965990 nChanged 112
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Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35917 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8966038 nChanged 91
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	Iteration 70Q: 3 clusters Score -8966327 nChanged 175
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	Iteration 80F: 3 clusters Score -8966614 nChanged 171
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	Iteration 98Q: 3 clusters Score -8966719 nChanged 438
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	Iteration 99Q: 3 clusters Score -8966517 nChanged 357
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	Iteration 100F: 3 clusters Score -8966365 nChanged 278
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	Iteration 101Q: 3 clusters Score -8966223 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8966034.000000 Penalty: 5350.202148
	Iteration 102Q: 3 clusters Score -8966034 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8965883.000000 Penalty: 5350.202148
	Iteration 103Q: 3 clusters Score -8965883 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8965781.000000 Penalty: 5350.202148
	Iteration 104Q: 3 clusters Score -8965781 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8965632.000000 Penalty: 5350.202148
	Iteration 105Q: 3 clusters Score -8965632 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8965580.000000 Penalty: 5350.202148
	Iteration 106Q: 3 clusters Score -8965580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8965496.000000 Penalty: 5350.202148
	Iteration 107Q: 3 clusters Score -8965496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8965469.000000 Penalty: 5350.202148
	Iteration 108Q: 3 clusters Score -8965469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8965421.000000 Penalty: 5350.202148
	Iteration 109Q: 3 clusters Score -8965421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -8965376.000000 Penalty: 5350.202148
	Iteration 110Q: 3 clusters Score -8965376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8965382.000000 Penalty: 5350.202148
	Iteration 111Q: 3 clusters Score -8965382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8965344.000000 Penalty: 5350.202148
	Iteration 112Q: 3 clusters Score -8965344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8965329.000000 Penalty: 5350.202148
	Iteration 113Q: 3 clusters Score -8965329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8965304.000000 Penalty: 5350.202148
	Iteration 114Q: 3 clusters Score -8965304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8965280.000000 Penalty: 5350.202148
	Iteration 115Q: 3 clusters Score -8965280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8965265.000000 Penalty: 5350.202148
	Iteration 116Q: 3 clusters Score -8965265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8965259.000000 Penalty: 5350.202148
	Iteration 117Q: 3 clusters Score -8965259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8965250.000000 Penalty: 5350.202148
	Iteration 118Q: 3 clusters Score -8965250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8965238.000000 Penalty: 5350.202148
	Iteration 119Q: 3 clusters Score -8965238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8965230.000000 Penalty: 5350.202148
	Iteration 120F: 3 clusters Score -8965230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8965245.000000 Penalty: 5350.202148
	Iteration 121Q: 3 clusters Score -8965245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8965221.000000 Penalty: 5350.202148
	Iteration 122Q: 3 clusters Score -8965221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8965211.000000 Penalty: 5350.202148
	Iteration 123Q: 3 clusters Score -8965211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8965195.000000 Penalty: 5350.202148
	Iteration 124Q: 3 clusters Score -8965195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8965179.000000 Penalty: 5350.202148
	Iteration 125Q: 3 clusters Score -8965179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8965184.000000 Penalty: 5350.202148
	Iteration 126Q: 3 clusters Score -8965184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8965187.000000 Penalty: 5350.202148
	Iteration 127Q: 3 clusters Score -8965187 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8965167.000000 Penalty: 5350.202148
	Iteration 128Q: 3 clusters Score -8965167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8965156.000000 Penalty: 5350.202148
	Iteration 129Q: 3 clusters Score -8965156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8965133.000000 Penalty: 5350.202148
	Iteration 130Q: 3 clusters Score -8965133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8965120.000000 Penalty: 5350.202148
	Iteration 131Q: 3 clusters Score -8965120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8965131.000000 Penalty: 5350.202148
	Iteration 132Q: 3 clusters Score -8965131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8965128.000000 Penalty: 5350.202148
	Iteration 133Q: 3 clusters Score -8965128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8965110.000000 Penalty: 5350.202148
	Iteration 134Q: 3 clusters Score -8965110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8965101.000000 Penalty: 5350.202148
	Iteration 135Q: 3 clusters Score -8965101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8965101.000000 Penalty: 5350.202148
	Iteration 136Q: 3 clusters Score -8965101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8965090.000000 Penalty: 5350.202148
	Iteration 137Q: 3 clusters Score -8965090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8965101.000000 Penalty: 5350.202148
	Iteration 138Q: 3 clusters Score -8965101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8965098.000000 Penalty: 5350.202148
	Iteration 139Q: 3 clusters Score -8965098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8965106.000000 Penalty: 5350.202148
	Iteration 140F: 3 clusters Score -8965106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8965097.000000 Penalty: 5350.202148
	Iteration 141Q: 3 clusters Score -8965097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8965106.000000 Penalty: 5350.202148
	Iteration 142Q: 3 clusters Score -8965106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8965106.000000 Penalty: 5350.202148
	Iteration 143Q: 3 clusters Score -8965106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8965092.000000 Penalty: 5350.202148
	Iteration 144Q: 3 clusters Score -8965092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8965096.000000 Penalty: 5350.202148
	Iteration 145Q: 3 clusters Score -8965096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8965088.000000 Penalty: 5350.202148
	Iteration 146Q: 3 clusters Score -8965088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8965081.000000 Penalty: 5350.202148
	Iteration 147Q: 3 clusters Score -8965081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8965081.000000 Penalty: 5350.202148
	Iteration 148Q: 3 clusters Score -8965081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8965077.000000 Penalty: 5350.202148
	Iteration 149Q: 3 clusters Score -8965077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8965074.000000 Penalty: 5350.202148
	Iteration 150Q: 3 clusters Score -8965074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8965077.000000 Penalty: 5350.202148
	Iteration 151Q: 3 clusters Score -8965077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8965073.000000 Penalty: 5350.202148
	Iteration 152Q: 3 clusters Score -8965073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8965073.000000 Penalty: 5350.202148
	Iteration 153Q: 3 clusters Score -8965073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8965072.000000 Penalty: 5350.202148
	Iteration 154Q: 3 clusters Score -8965072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8965072.000000 Penalty: 5350.202148
	Iteration 155Q: 3 clusters Score -8965072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8965064.000000 Penalty: 5350.202148
	Iteration 156Q: 3 clusters Score -8965064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8965073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8965073.000000 Penalty: 5350.202148
	Iteration 158F: 3 clusters Score -8965073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49764 members 
Entering Unmasked Estep 
Score: -9177773.000000 Penalty: 2682.131836
	Iteration 0F: 2 clusters Score -9177773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -9149133.000000 Penalty: 5364.263672
	Iteration 0F: 3 clusters Score -9149133 nChanged 22970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -9162074.000000 Penalty: 5364.263672
	Iteration 1F: 3 clusters Score -9162074 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -9162915.000000 Penalty: 5364.263672
	Iteration 2Q: 3 clusters Score -9162915 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -9164011.000000 Penalty: 5364.263672
	Iteration 3Q: 3 clusters Score -9164011 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -9165400.000000 Penalty: 5364.263672
	Iteration 4Q: 3 clusters Score -9165400 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -9166993.000000 Penalty: 5364.263672
	Iteration 5F: 3 clusters Score -9166993 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -9168833.000000 Penalty: 5364.263672
	Iteration 6F: 3 clusters Score -9168833 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -9171074.000000 Penalty: 5364.263672
	Iteration 7F: 3 clusters Score -9171074 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -9173097.000000 Penalty: 5364.263672
	Iteration 8F: 3 clusters Score -9173097 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -9174392.000000 Penalty: 5364.263672
	Iteration 9F: 3 clusters Score -9174392 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -9174920.000000 Penalty: 5364.263672
	Iteration 10Q: 3 clusters Score -9174920 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -9175163.000000 Penalty: 5364.263672
	Iteration 11Q: 3 clusters Score -9175163 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -9175383.000000 Penalty: 5364.263672
	Iteration 12Q: 3 clusters Score -9175383 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -9175501.000000 Penalty: 5364.263672
	Iteration 13Q: 3 clusters Score -9175501 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -9175623.000000 Penalty: 5364.263672
	Iteration 14Q: 3 clusters Score -9175623 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -9175711.000000 Penalty: 5364.263672
	Iteration 15Q: 3 clusters Score -9175711 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -9175798.000000 Penalty: 5364.263672
	Iteration 16Q: 3 clusters Score -9175798 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -9175859.000000 Penalty: 5364.263672
	Iteration 17Q: 3 clusters Score -9175859 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -9175907.000000 Penalty: 5364.263672
	Iteration 18Q: 3 clusters Score -9175907 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -9175940.000000 Penalty: 5364.263672
	Iteration 19Q: 3 clusters Score -9175940 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -9176053.000000 Penalty: 5364.263672
	Iteration 20F: 3 clusters Score -9176053 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -9176112.000000 Penalty: 5364.263672
	Iteration 21Q: 3 clusters Score -9176112 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -9176202.000000 Penalty: 5364.263672
	Iteration 22Q: 3 clusters Score -9176202 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -9176267.000000 Penalty: 5364.263672
	Iteration 23Q: 3 clusters Score -9176267 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -9176314.000000 Penalty: 5364.263672
	Iteration 24Q: 3 clusters Score -9176314 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -9176366.000000 Penalty: 5364.263672
	Iteration 25Q: 3 clusters Score -9176366 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -9176398.000000 Penalty: 5364.263672
	Iteration 26Q: 3 clusters Score -9176398 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -9176422.000000 Penalty: 5364.263672
	Iteration 27Q: 3 clusters Score -9176422 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -9176471.000000 Penalty: 5364.263672
	Iteration 28Q: 3 clusters Score -9176471 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -9176505.000000 Penalty: 5364.263672
	Iteration 29Q: 3 clusters Score -9176505 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -9176536.000000 Penalty: 5364.263672
	Iteration 30Q: 3 clusters Score -9176536 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -9176613.000000 Penalty: 5364.263672
	Iteration 31Q: 3 clusters Score -9176613 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -9176637.000000 Penalty: 5364.263672
	Iteration 32Q: 3 clusters Score -9176637 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -9176700.000000 Penalty: 5364.263672
	Iteration 33Q: 3 clusters Score -9176700 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -9176699.000000 Penalty: 5364.263672
	Iteration 34Q: 3 clusters Score -9176699 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9176693 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9176786 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9177112 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9177151 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9177174 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9177194 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9177247 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9177293 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9177343 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9177362 nChanged 196
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Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9177473 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15380 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12772 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11744 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9178826 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9178973 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9179053 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -9179113.000000 Penalty: 5364.263672
	Iteration 99Q: 3 clusters Score -9179113 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9179168 nChanged 312
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9179244 nChanged 288
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Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9179407 nChanged 349
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Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7527 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9179550 nChanged 474
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Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9179572 nChanged 619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9179495 nChanged 648
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9179384 nChanged 627
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Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 47165 members 
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Mstep: Class 1 contains 2032 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9177720 nChanged 198
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Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9177493 nChanged 105
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Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9177348 nChanged 112
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Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9177259 nChanged 93
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Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9177168 nChanged 70
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9177104 nChanged 51
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9177043 nChanged 51
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Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9176996 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 48775 members 
Entering Unmasked Estep 
Score: -9176972.000000 Penalty: 5364.263672
	Iteration 128Q: 3 clusters Score -9176972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -9176957.000000 Penalty: 5364.263672
	Iteration 129Q: 3 clusters Score -9176957 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -9176942.000000 Penalty: 5364.263672
	Iteration 130Q: 3 clusters Score -9176942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -9176927.000000 Penalty: 5364.263672
	Iteration 131Q: 3 clusters Score -9176927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -9176921.000000 Penalty: 5364.263672
	Iteration 132Q: 3 clusters Score -9176921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -9176921.000000 Penalty: 5364.263672
	Iteration 133Q: 3 clusters Score -9176921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -9176895.000000 Penalty: 5364.263672
	Iteration 134Q: 3 clusters Score -9176895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 48869 members 
Entering Unmasked Estep 
Score: -9176887.000000 Penalty: 5364.263672
	Iteration 135Q: 3 clusters Score -9176887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -9176883.000000 Penalty: 5364.263672
	Iteration 136Q: 3 clusters Score -9176883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -9176866.000000 Penalty: 5364.263672
	Iteration 137Q: 3 clusters Score -9176866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -9176869.000000 Penalty: 5364.263672
	Iteration 138Q: 3 clusters Score -9176869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -9176862.000000 Penalty: 5364.263672
	Iteration 139Q: 3 clusters Score -9176862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 48905 members 
Entering Unmasked Estep 
Score: -9176863.000000 Penalty: 5364.263672
	Iteration 140F: 3 clusters Score -9176863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -9176852.000000 Penalty: 5364.263672
	Iteration 141Q: 3 clusters Score -9176852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 48911 members 
Entering Unmasked Estep 
Score: -9176849.000000 Penalty: 5364.263672
	Iteration 142Q: 3 clusters Score -9176849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -9176850.000000 Penalty: 5364.263672
	Iteration 143Q: 3 clusters Score -9176850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -9176834.000000 Penalty: 5364.263672
	Iteration 144Q: 3 clusters Score -9176834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -9176830.000000 Penalty: 5364.263672
	Iteration 145Q: 3 clusters Score -9176830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -9176835.000000 Penalty: 5364.263672
	Iteration 146Q: 3 clusters Score -9176835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -9176835.000000 Penalty: 5364.263672
	Iteration 147F: 3 clusters Score -9176835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Entering Unmasked Estep 
Score: -7103629.000000 Penalty: 2619.829102
	Iteration 0F: 2 clusters Score -7103629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -7077433.500000 Penalty: 5239.658203
	Iteration 0F: 3 clusters Score -7077434 nChanged 17630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -7087031.500000 Penalty: 5239.658203
	Iteration 1F: 3 clusters Score -7087032 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -7087539.500000 Penalty: 5239.658203
	Iteration 2Q: 3 clusters Score -7087540 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -7088006.500000 Penalty: 5239.658203
	Iteration 3Q: 3 clusters Score -7088006 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -7088381.500000 Penalty: 5239.658203
	Iteration 4Q: 3 clusters Score -7088382 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -7088803.000000 Penalty: 5239.658203
	Iteration 5Q: 3 clusters Score -7088803 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -7089315.000000 Penalty: 5239.658203
	Iteration 6Q: 3 clusters Score -7089315 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -7089917.500000 Penalty: 5239.658203
	Iteration 7Q: 3 clusters Score -7089918 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -7090926.500000 Penalty: 5239.658203
	Iteration 8Q: 3 clusters Score -7090926 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -7092357.500000 Penalty: 5239.658203
	Iteration 9F: 3 clusters Score -7092358 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -7094301.500000 Penalty: 5239.658203
	Iteration 10F: 3 clusters Score -7094302 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -7095960.000000 Penalty: 5239.658203
	Iteration 11F: 3 clusters Score -7095960 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -7096960.500000 Penalty: 5239.658203
	Iteration 12Q: 3 clusters Score -7096960 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -7097531.500000 Penalty: 5239.658203
	Iteration 13Q: 3 clusters Score -7097532 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -7097911.000000 Penalty: 5239.658203
	Iteration 14Q: 3 clusters Score -7097911 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -7098243.500000 Penalty: 5239.658203
	Iteration 15Q: 3 clusters Score -7098244 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -7098545.000000 Penalty: 5239.658203
	Iteration 16Q: 3 clusters Score -7098545 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -7098768.500000 Penalty: 5239.658203
	Iteration 17Q: 3 clusters Score -7098768 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -7098946.000000 Penalty: 5239.658203
	Iteration 18Q: 3 clusters Score -7098946 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -7099136.500000 Penalty: 5239.658203
	Iteration 19Q: 3 clusters Score -7099136 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -7099269.000000 Penalty: 5239.658203
	Iteration 20F: 3 clusters Score -7099269 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -7099388.000000 Penalty: 5239.658203
	Iteration 21Q: 3 clusters Score -7099388 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -7099492.500000 Penalty: 5239.658203
	Iteration 22Q: 3 clusters Score -7099492 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -7099548.000000 Penalty: 5239.658203
	Iteration 23Q: 3 clusters Score -7099548 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -7099586.000000 Penalty: 5239.658203
	Iteration 24Q: 3 clusters Score -7099586 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -7099659.500000 Penalty: 5239.658203
	Iteration 25Q: 3 clusters Score -7099660 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -7099721.000000 Penalty: 5239.658203
	Iteration 26Q: 3 clusters Score -7099721 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -7099782.500000 Penalty: 5239.658203
	Iteration 27Q: 3 clusters Score -7099782 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -7099834.000000 Penalty: 5239.658203
	Iteration 28Q: 3 clusters Score -7099834 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -7099864.500000 Penalty: 5239.658203
	Iteration 29Q: 3 clusters Score -7099864 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -7099881.500000 Penalty: 5239.658203
	Iteration 30Q: 3 clusters Score -7099882 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 28867 members 
Entering Unmasked Estep 
Score: -7099921.000000 Penalty: 5239.658203
	Iteration 31Q: 3 clusters Score -7099921 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -7099922.500000 Penalty: 5239.658203
	Iteration 32Q: 3 clusters Score -7099922 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -7099956.500000 Penalty: 5239.658203
	Iteration 33Q: 3 clusters Score -7099956 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -7099968.500000 Penalty: 5239.658203
	Iteration 34Q: 3 clusters Score -7099968 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -7099996.500000 Penalty: 5239.658203
	Iteration 35Q: 3 clusters Score -7099996 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -7099999.500000 Penalty: 5239.658203
	Iteration 36Q: 3 clusters Score -7100000 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -7100014.000000 Penalty: 5239.658203
	Iteration 37Q: 3 clusters Score -7100014 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -7100030.500000 Penalty: 5239.658203
	Iteration 38Q: 3 clusters Score -7100030 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -7100033.500000 Penalty: 5239.658203
	Iteration 39Q: 3 clusters Score -7100034 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -7100071.000000 Penalty: 5239.658203
	Iteration 40F: 3 clusters Score -7100071 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -7100098.500000 Penalty: 5239.658203
	Iteration 41Q: 3 clusters Score -7100098 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -7100124.000000 Penalty: 5239.658203
	Iteration 42Q: 3 clusters Score -7100124 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -7100146.500000 Penalty: 5239.658203
	Iteration 43Q: 3 clusters Score -7100146 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -7100135.500000 Penalty: 5239.658203
	Iteration 44Q: 3 clusters Score -7100136 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -7100159.000000 Penalty: 5239.658203
	Iteration 45Q: 3 clusters Score -7100159 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -7100169.000000 Penalty: 5239.658203
	Iteration 46Q: 3 clusters Score -7100169 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -7100188.500000 Penalty: 5239.658203
	Iteration 47Q: 3 clusters Score -7100188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -7100233.500000 Penalty: 5239.658203
	Iteration 48Q: 3 clusters Score -7100234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -7100253.500000 Penalty: 5239.658203
	Iteration 49Q: 3 clusters Score -7100254 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -7100274.000000 Penalty: 5239.658203
	Iteration 50Q: 3 clusters Score -7100274 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -7100288.000000 Penalty: 5239.658203
	Iteration 51Q: 3 clusters Score -7100288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -7100312.000000 Penalty: 5239.658203
	Iteration 52Q: 3 clusters Score -7100312 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -7100346.500000 Penalty: 5239.658203
	Iteration 53Q: 3 clusters Score -7100346 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -7100350.000000 Penalty: 5239.658203
	Iteration 54Q: 3 clusters Score -7100350 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -7100390.000000 Penalty: 5239.658203
	Iteration 55Q: 3 clusters Score -7100390 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -7100409.500000 Penalty: 5239.658203
	Iteration 56Q: 3 clusters Score -7100410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -7100423.500000 Penalty: 5239.658203
	Iteration 57Q: 3 clusters Score -7100424 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -7100441.500000 Penalty: 5239.658203
	Iteration 58Q: 3 clusters Score -7100442 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -7100474.000000 Penalty: 5239.658203
	Iteration 59Q: 3 clusters Score -7100474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -7100504.000000 Penalty: 5239.658203
	Iteration 60F: 3 clusters Score -7100504 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -7100508.500000 Penalty: 5239.658203
	Iteration 61Q: 3 clusters Score -7100508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -7100531.000000 Penalty: 5239.658203
	Iteration 62Q: 3 clusters Score -7100531 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -7100554.000000 Penalty: 5239.658203
	Iteration 63Q: 3 clusters Score -7100554 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -7100548.500000 Penalty: 5239.658203
	Iteration 64Q: 3 clusters Score -7100548 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -7100561.000000 Penalty: 5239.658203
	Iteration 65Q: 3 clusters Score -7100561 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -7100575.000000 Penalty: 5239.658203
	Iteration 66Q: 3 clusters Score -7100575 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -7100579.500000 Penalty: 5239.658203
	Iteration 67Q: 3 clusters Score -7100580 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -7100596.500000 Penalty: 5239.658203
	Iteration 68Q: 3 clusters Score -7100596 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -7100617.500000 Penalty: 5239.658203
	Iteration 69Q: 3 clusters Score -7100618 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -7100637.500000 Penalty: 5239.658203
	Iteration 70Q: 3 clusters Score -7100638 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -7100645.500000 Penalty: 5239.658203
	Iteration 71Q: 3 clusters Score -7100646 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7100690 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 32864 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7100708 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7100710 nChanged 82
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Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7100709 nChanged 81
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Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7100726 nChanged 89
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Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7100740 nChanged 83
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Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7100766 nChanged 68
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Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7100764 nChanged 65
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Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7100792 nChanged 58
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Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7100818 nChanged 62
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Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7100812 nChanged 53
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Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7100834 nChanged 57
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Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7100832 nChanged 63
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Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7100846 nChanged 68
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Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7100850 nChanged 76
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Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7100868 nChanged 57
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Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7100875 nChanged 72
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Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7100886 nChanged 63
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Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7100894 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 34148 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7100902 nChanged 41
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Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7100910 nChanged 39
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Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7100912 nChanged 29
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Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -7100922.000000 Penalty: 5239.658203
	Iteration 95Q: 3 clusters Score -7100922 nChanged 28
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Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7100932 nChanged 24
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Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7100950 nChanged 23
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Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7100945 nChanged 33
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Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7100950 nChanged 38
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Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7100952 nChanged 42
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Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7100960 nChanged 39
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Mstep: Class 1 contains 4225 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7100968 nChanged 30
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Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7100975 nChanged 32
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Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7100994 nChanged 24
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Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7100989 nChanged 20
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Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7100998 nChanged 19
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Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7101008 nChanged 28
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Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7101012 nChanged 37
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Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7101021 nChanged 42
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Mstep: Class 1 contains 3970 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7101013 nChanged 35
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Mstep: Class 1 contains 3935 members 
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Entering Unmasked Estep 
Score: -7101003.000000 Penalty: 5239.658203
	Iteration 112Q: 3 clusters Score -7101003 nChanged 21
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Mstep: Class 1 contains 3914 members 
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	Iteration 113Q: 3 clusters Score -7101008 nChanged 22
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Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -7101015.500000 Penalty: 5239.658203
	Iteration 114Q: 3 clusters Score -7101016 nChanged 20
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Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7101016 nChanged 16
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Mstep: Class 1 contains 3860 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7101008 nChanged 14
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Mstep: Class 1 contains 3846 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7101012 nChanged 14
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Mstep: Class 1 contains 3834 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7101012 nChanged 20
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Mstep: Class 1 contains 3814 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7101021 nChanged 20
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Mstep: Class 1 contains 3794 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7101021 nChanged 20
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Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 34935 members 
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Score: -7101017.500000 Penalty: 5239.658203
	Iteration 121Q: 3 clusters Score -7101018 nChanged 19
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Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -7101024.000000 Penalty: 5239.658203
	Iteration 122Q: 3 clusters Score -7101024 nChanged 17
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Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7101029 nChanged 24
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Mstep: Class 1 contains 3714 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7101044 nChanged 21
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Mstep: Class 1 contains 3693 members 
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Entering Unmasked Estep 
Score: -7101038.000000 Penalty: 5239.658203
	Iteration 125Q: 3 clusters Score -7101038 nChanged 23
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Mstep: Class 1 contains 3670 members 
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Entering Unmasked Estep 
Score: -7101041.000000 Penalty: 5239.658203
	Iteration 126Q: 3 clusters Score -7101041 nChanged 17
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Mstep: Class 1 contains 3653 members 
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Score: -7101051.000000 Penalty: 5239.658203
	Iteration 127Q: 3 clusters Score -7101051 nChanged 12
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Mstep: Class 1 contains 3641 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7101056 nChanged 10
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Mstep: Class 1 contains 3631 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7101058 nChanged 15
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	Iteration 130Q: 3 clusters Score -7101058 nChanged 13
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Mstep: Class 1 contains 3603 members 
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	Iteration 131Q: 3 clusters Score -7101048 nChanged 18
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Mstep: Class 1 contains 3585 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7101056 nChanged 16
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Mstep: Class 1 contains 3569 members 
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	Iteration 133Q: 3 clusters Score -7101059 nChanged 22
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Mstep: Class 1 contains 3547 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7101074 nChanged 24
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Mstep: Class 1 contains 3523 members 
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Entering Unmasked Estep 
Score: -7101077.500000 Penalty: 5239.658203
	Iteration 135Q: 3 clusters Score -7101078 nChanged 22
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Mstep: Class 1 contains 3501 members 
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Entering Unmasked Estep 
Score: -7101081.500000 Penalty: 5239.658203
	Iteration 136Q: 3 clusters Score -7101082 nChanged 18
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Mstep: Class 1 contains 3483 members 
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Score: -7101079.500000 Penalty: 5239.658203
	Iteration 137Q: 3 clusters Score -7101080 nChanged 14
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Mstep: Class 1 contains 3469 members 
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	Iteration 138Q: 3 clusters Score -7101082 nChanged 11
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Mstep: Class 1 contains 3458 members 
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	Iteration 139Q: 3 clusters Score -7101078 nChanged 11
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Mstep: Class 1 contains 3447 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7101079 nChanged 10
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	Iteration 141Q: 3 clusters Score -7101084 nChanged 12
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	Iteration 142Q: 3 clusters Score -7101084 nChanged 11
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	Iteration 143Q: 3 clusters Score -7101082 nChanged 10
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	Iteration 144Q: 3 clusters Score -7101078 nChanged 12
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	Iteration 145Q: 3 clusters Score -7101082 nChanged 14
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	Iteration 146Q: 3 clusters Score -7101086 nChanged 15
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	Iteration 147Q: 3 clusters Score -7101090 nChanged 10
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	Iteration 148Q: 3 clusters Score -7101088 nChanged 10
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	Iteration 149Q: 3 clusters Score -7101081 nChanged 11
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	Iteration 150Q: 3 clusters Score -7101082 nChanged 11
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	Iteration 151Q: 3 clusters Score -7101090 nChanged 15
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	Iteration 152Q: 3 clusters Score -7101088 nChanged 16
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	Iteration 153Q: 3 clusters Score -7101098 nChanged 12
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	Iteration 154Q: 3 clusters Score -7101102 nChanged 10
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	Iteration 155Q: 3 clusters Score -7101110 nChanged 14
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	Iteration 156Q: 3 clusters Score -7101110 nChanged 17
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	Iteration 157Q: 3 clusters Score -7101112 nChanged 22
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Entering Unmasked Estep 
Score: -7101121.500000 Penalty: 5239.658203
	Iteration 158Q: 3 clusters Score -7101122 nChanged 28
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Entering Unmasked Estep 
Score: -7101142.000000 Penalty: 5239.658203
	Iteration 159Q: 3 clusters Score -7101142 nChanged 24
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Entering Unmasked Estep 
Score: -7101153.500000 Penalty: 5239.658203
	Iteration 160F: 3 clusters Score -7101154 nChanged 30
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7101168 nChanged 34
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Entering Unmasked Estep 
Score: -7101165.000000 Penalty: 5239.658203
	Iteration 162Q: 3 clusters Score -7101165 nChanged 32
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Entering Unmasked Estep 
Score: -7101172.000000 Penalty: 5239.658203
	Iteration 163Q: 3 clusters Score -7101172 nChanged 24
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	Iteration 164Q: 3 clusters Score -7101172 nChanged 19
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Entering Unmasked Estep 
Score: -7101161.000000 Penalty: 5239.658203
	Iteration 165Q: 3 clusters Score -7101161 nChanged 19
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Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -7101173.500000 Penalty: 5239.658203
	Iteration 166Q: 3 clusters Score -7101174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -7101165.500000 Penalty: 5239.658203
	Iteration 167Q: 3 clusters Score -7101166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -7101163.000000 Penalty: 5239.658203
	Iteration 168Q: 3 clusters Score -7101163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -7101175.000000 Penalty: 5239.658203
	Iteration 169Q: 3 clusters Score -7101175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -7101172.500000 Penalty: 5239.658203
	Iteration 170Q: 3 clusters Score -7101172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -7101179.500000 Penalty: 5239.658203
	Iteration 171Q: 3 clusters Score -7101180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -7101184.000000 Penalty: 5239.658203
	Iteration 172Q: 3 clusters Score -7101184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -7101181.500000 Penalty: 5239.658203
	Iteration 173Q: 3 clusters Score -7101182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -7101187.500000 Penalty: 5239.658203
	Iteration 174Q: 3 clusters Score -7101188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -7101187.500000 Penalty: 5239.658203
	Iteration 175Q: 3 clusters Score -7101188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -7101188.000000 Penalty: 5239.658203
	Iteration 176Q: 3 clusters Score -7101188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -7101188.000000 Penalty: 5239.658203
	Iteration 177F: 3 clusters Score -7101188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -214017.453125 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -214017.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -212000.046875 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -212000 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -212467.875000 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -212467.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -212666.703125 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -212666.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -212775.015625 Penalty: 3530.134033
	Iteration 3F: 3 clusters Score -212775 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -212873.328125 Penalty: 3530.134033
	Iteration 4Q: 3 clusters Score -212873.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -212946.484375 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -212946.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -213034.359375 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -213034.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -213118.375000 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -213118.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -213234.171875 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -213234.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -213347.406250 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -213347.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -213486.031250 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -213486 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -213620.546875 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -213620.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -213687.453125 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -213687.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -213727.875000 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -213727.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -213745.890625 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -213745.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -213755.046875 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -213755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -213760.828125 Penalty: 3530.134033
	Iteration 16Q: 3 clusters Score -213760.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -213768.921875 Penalty: 3530.134033
	Iteration 17Q: 3 clusters Score -213768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -213778.984375 Penalty: 3530.134033
	Iteration 18Q: 3 clusters Score -213779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -213782.812500 Penalty: 3530.134033
	Iteration 19Q: 3 clusters Score -213782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -213827.015625 Penalty: 3530.134033
	Iteration 20F: 3 clusters Score -213827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -213891.140625 Penalty: 3530.134033
	Iteration 21Q: 3 clusters Score -213891.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -213907.250000 Penalty: 3530.134033
	Iteration 22Q: 3 clusters Score -213907.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -213925.625000 Penalty: 3530.134033
	Iteration 23Q: 3 clusters Score -213925.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -213953.593750 Penalty: 3530.134033
	Iteration 24Q: 3 clusters Score -213953.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -214014.937500 Penalty: 3530.134033
	Iteration 25Q: 3 clusters Score -214014.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -214079.453125 Penalty: 3530.134033
	Iteration 26Q: 3 clusters Score -214079.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -214091.687500 Penalty: 3530.134033
	Iteration 27Q: 3 clusters Score -214091.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -214096.687500 Penalty: 3530.134033
	Iteration 28Q: 3 clusters Score -214096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -214096.687500 Penalty: 3530.134033
	Iteration 29F: 3 clusters Score -214096.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 49764 members 
Mstep: Class 3 contains 38709 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 53252 members 
Mstep: Class 7 contains 51601 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 48776 members 
Mstep: Class 11 contains 276 members 
Mstep: Class 12 contains 52411 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 19842 members 
Mstep: Class 16 contains 49702 members 
Mstep: Class 18 contains 78207 members 
Mstep: Class 19 contains 36651 members 
Mstep: Class 20 contains 50825 members 
Mstep: Class 21 contains 57030 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 49796 members 
Entering Unmasked Estep 
Score: -126824648.000000 Penalty: 70084.007812
Splitting cluster 4 changes total score from -126823552.000000 to -126824648.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 5 (3654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Entering Unmasked Estep 
Score: -640339.312500 Penalty: 2034.487305
	Iteration 0F: 2 clusters Score -640339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -636666.187500 Penalty: 4068.974609
	Iteration 0F: 3 clusters Score -636666.2 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -637511.000000 Penalty: 4068.974609
	Iteration 1F: 3 clusters Score -637511 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -637703.625000 Penalty: 4068.974609
	Iteration 2F: 3 clusters Score -637703.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -637824.062500 Penalty: 4068.974609
	Iteration 3Q: 3 clusters Score -637824.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -637902.500000 Penalty: 4068.974609
	Iteration 4Q: 3 clusters Score -637902.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -637970.687500 Penalty: 4068.974609
	Iteration 5Q: 3 clusters Score -637970.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -638025.437500 Penalty: 4068.974609
	Iteration 6Q: 3 clusters Score -638025.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -638076.250000 Penalty: 4068.974609
	Iteration 7Q: 3 clusters Score -638076.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -638132.687500 Penalty: 4068.974609
	Iteration 8Q: 3 clusters Score -638132.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -638186.812500 Penalty: 4068.974609
	Iteration 9Q: 3 clusters Score -638186.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -638234.375000 Penalty: 4068.974609
	Iteration 10Q: 3 clusters Score -638234.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -638274.687500 Penalty: 4068.974609
	Iteration 11Q: 3 clusters Score -638274.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -638310.125000 Penalty: 4068.974609
	Iteration 12Q: 3 clusters Score -638310.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -638343.187500 Penalty: 4068.974609
	Iteration 13Q: 3 clusters Score -638343.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -638380.437500 Penalty: 4068.974609
	Iteration 14Q: 3 clusters Score -638380.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -638417.437500 Penalty: 4068.974609
	Iteration 15Q: 3 clusters Score -638417.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -638450.875000 Penalty: 4068.974609
	Iteration 16Q: 3 clusters Score -638450.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -638472.875000 Penalty: 4068.974609
	Iteration 17Q: 3 clusters Score -638472.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -638495.937500 Penalty: 4068.974609
	Iteration 18Q: 3 clusters Score -638495.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -638519.062500 Penalty: 4068.974609
	Iteration 19Q: 3 clusters Score -638519.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -638539.312500 Penalty: 4068.974609
	Iteration 20F: 3 clusters Score -638539.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -638558.312500 Penalty: 4068.974609
	Iteration 21Q: 3 clusters Score -638558.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -638575.812500 Penalty: 4068.974609
	Iteration 22Q: 3 clusters Score -638575.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -638592.062500 Penalty: 4068.974609
	Iteration 23Q: 3 clusters Score -638592.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -638603.062500 Penalty: 4068.974609
	Iteration 24Q: 3 clusters Score -638603.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -638620.187500 Penalty: 4068.974609
	Iteration 25Q: 3 clusters Score -638620.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -638634.062500 Penalty: 4068.974609
	Iteration 26Q: 3 clusters Score -638634.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -638648.812500 Penalty: 4068.974609
	Iteration 27Q: 3 clusters Score -638648.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -638660.687500 Penalty: 4068.974609
	Iteration 28Q: 3 clusters Score -638660.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -638665.250000 Penalty: 4068.974609
	Iteration 29Q: 3 clusters Score -638665.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -638669.250000 Penalty: 4068.974609
	Iteration 30Q: 3 clusters Score -638669.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -638675.812500 Penalty: 4068.974609
	Iteration 31Q: 3 clusters Score -638675.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -638681.187500 Penalty: 4068.974609
	Iteration 32Q: 3 clusters Score -638681.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -638682.937500 Penalty: 4068.974609
	Iteration 33Q: 3 clusters Score -638682.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -638691.500000 Penalty: 4068.974609
	Iteration 34Q: 3 clusters Score -638691.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -638696.125000 Penalty: 4068.974609
	Iteration 35Q: 3 clusters Score -638696.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -638700.000000 Penalty: 4068.974609
	Iteration 36Q: 3 clusters Score -638700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -638706.750000 Penalty: 4068.974609
	Iteration 37Q: 3 clusters Score -638706.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -638710.187500 Penalty: 4068.974609
	Iteration 38Q: 3 clusters Score -638710.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -638711.437500 Penalty: 4068.974609
	Iteration 39Q: 3 clusters Score -638711.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -638712.562500 Penalty: 4068.974609
	Iteration 40F: 3 clusters Score -638712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -638713.000000 Penalty: 4068.974609
	Iteration 41Q: 3 clusters Score -638713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -638713.000000 Penalty: 4068.974609
	Iteration 42F: 3 clusters Score -638713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Entering Unmasked Estep 
Score: -9979219.000000 Penalty: 2698.932129
	Iteration 0F: 2 clusters Score -9979219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -9969695 nChanged 2470
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Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -9970740 nChanged 2616
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Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -9972197 nChanged 2795
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Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -9973881 nChanged 3029
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Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32048 members 
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Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -9978044 nChanged 2788
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Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -9979692 nChanged 2200
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Mstep: Class 1 contains 33074 members 
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Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9980672 nChanged 1464
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Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9981057 nChanged 1015
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Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -9981349 nChanged 794
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Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9981529 nChanged 710
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Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9981723 nChanged 666
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Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9981832 nChanged 675
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Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9981917 nChanged 674
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Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9982021 nChanged 647
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Mstep: Class 1 contains 37131 members 
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9982169 nChanged 662
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Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9982290 nChanged 708
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Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9982436 nChanged 701
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Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9982569 nChanged 673
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Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9982635 nChanged 646
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Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9982681 nChanged 695
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Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9982847 nChanged 654
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Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9982990 nChanged 622
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Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9983094 nChanged 558
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Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9983175 nChanged 551
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Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9983251 nChanged 485
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Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9983274 nChanged 457
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Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9983255 nChanged 418
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Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9983258 nChanged 394
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Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9983246 nChanged 369
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9983253 nChanged 345
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9983203 nChanged 289
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9983143 nChanged 241
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9983101 nChanged 206
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Entering Unmasked Estep 
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Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9983030 nChanged 201
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Mstep: Class 1 contains 45475 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9982943 nChanged 229
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9982912 nChanged 207
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9982854 nChanged 196
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 45992 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9982675 nChanged 137
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Mstep: Class 1 contains 46043 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9982638 nChanged 134
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9982628 nChanged 125
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9982599 nChanged 126
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9982566 nChanged 101
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9982555 nChanged 93
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9982568 nChanged 95
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9982583 nChanged 90
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9982556 nChanged 90
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9982560 nChanged 91
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9982565 nChanged 87
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9982534 nChanged 87
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9982494 nChanged 76
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Mstep: Class 1 contains 46328 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9982465 nChanged 91
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Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9982449 nChanged 88
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Mstep: Class 1 contains 46381 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9982437 nChanged 78
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Mstep: Class 1 contains 46389 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9982423 nChanged 87
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Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9982435 nChanged 88
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Mstep: Class 1 contains 46420 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9982400 nChanged 88
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9982415 nChanged 73
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9982410 nChanged 90
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9982422 nChanged 99
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9982405 nChanged 91
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9982414 nChanged 83
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9982429 nChanged 94
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9982424 nChanged 95
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9982445 nChanged 79
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	Iteration 73Q: 3 clusters Score -9982457 nChanged 79
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9982436 nChanged 69
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	Iteration 75Q: 3 clusters Score -9982457 nChanged 72
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	Iteration 76Q: 3 clusters Score -9982465 nChanged 61
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	Iteration 77Q: 3 clusters Score -9982456 nChanged 45
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	Iteration 78Q: 3 clusters Score -9982437 nChanged 43
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9982422 nChanged 56
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9982418 nChanged 57
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9982417 nChanged 60
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	Iteration 82Q: 3 clusters Score -9982417 nChanged 69
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	Iteration 83Q: 3 clusters Score -9982408 nChanged 58
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	Iteration 84Q: 3 clusters Score -9982414 nChanged 68
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9982403 nChanged 61
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	Iteration 86Q: 3 clusters Score -9982382 nChanged 57
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	Iteration 87Q: 3 clusters Score -9982371 nChanged 54
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	Iteration 88Q: 3 clusters Score -9982372 nChanged 49
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	Iteration 89Q: 3 clusters Score -9982392 nChanged 53
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	Iteration 90Q: 3 clusters Score -9982373 nChanged 54
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	Iteration 91Q: 3 clusters Score -9982390 nChanged 54
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	Iteration 92Q: 3 clusters Score -9982402 nChanged 46
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	Iteration 93Q: 3 clusters Score -9982386 nChanged 56
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	Iteration 94Q: 3 clusters Score -9982397 nChanged 50
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9982383 nChanged 47
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9982362 nChanged 53
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	Iteration 97Q: 3 clusters Score -9982372 nChanged 52
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	Iteration 98Q: 3 clusters Score -9982303 nChanged 61
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	Iteration 99Q: 3 clusters Score -9982310 nChanged 59
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	Iteration 100F: 3 clusters Score -9982308 nChanged 51
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	Iteration 101Q: 3 clusters Score -9982307 nChanged 39
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	Iteration 102Q: 3 clusters Score -9982313 nChanged 30
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	Iteration 103Q: 3 clusters Score -9982311 nChanged 35
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9982302 nChanged 31
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	Iteration 105Q: 3 clusters Score -9982286 nChanged 38
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	Iteration 106Q: 3 clusters Score -9982283 nChanged 38
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	Iteration 107Q: 3 clusters Score -9982273 nChanged 26
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	Iteration 108Q: 3 clusters Score -9982281 nChanged 29
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9982287 nChanged 31
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9982291 nChanged 29
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	Iteration 111Q: 3 clusters Score -9982295 nChanged 24
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9982319 nChanged 27
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9982337 nChanged 23
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	Iteration 114Q: 3 clusters Score -9982356 nChanged 28
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	Iteration 115Q: 3 clusters Score -9982352 nChanged 34
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	Iteration 116Q: 3 clusters Score -9982349 nChanged 22
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	Iteration 117Q: 3 clusters Score -9982375 nChanged 23
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	Iteration 118Q: 3 clusters Score -9982363 nChanged 20
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	Iteration 119Q: 3 clusters Score -9982359 nChanged 27
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	Iteration 120F: 3 clusters Score -9982336 nChanged 30
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	Iteration 122Q: 3 clusters Score -9982334 nChanged 24
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	Iteration 123Q: 3 clusters Score -9982326 nChanged 33
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	Iteration 124Q: 3 clusters Score -9982317 nChanged 29
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	Iteration 125Q: 3 clusters Score -9982306 nChanged 25
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	Iteration 126Q: 3 clusters Score -9982296 nChanged 22
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	Iteration 127Q: 3 clusters Score -9982286 nChanged 19
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	Iteration 128Q: 3 clusters Score -9982297 nChanged 16
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	Iteration 129Q: 3 clusters Score -9982287 nChanged 9
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	Iteration 130Q: 3 clusters Score -9982297 nChanged 13
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	Iteration 131Q: 3 clusters Score -9982299 nChanged 10
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	Iteration 132Q: 3 clusters Score -9982293 nChanged 12
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	Iteration 133Q: 3 clusters Score -9982294 nChanged 10
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	Iteration 134Q: 3 clusters Score -9982283 nChanged 13
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	Iteration 135Q: 3 clusters Score -9982301 nChanged 18
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	Iteration 136Q: 3 clusters Score -9982294 nChanged 10
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	Iteration 137Q: 3 clusters Score -9982293 nChanged 13
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	Iteration 138Q: 3 clusters Score -9982303 nChanged 15
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	Iteration 139Q: 3 clusters Score -9982308 nChanged 15
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	Iteration 140F: 3 clusters Score -9982318 nChanged 16
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	Iteration 141Q: 3 clusters Score -9982317 nChanged 21
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	Iteration 142Q: 3 clusters Score -9982338 nChanged 20
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	Iteration 143Q: 3 clusters Score -9982333 nChanged 16
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	Iteration 144Q: 3 clusters Score -9982345 nChanged 11
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	Iteration 145Q: 3 clusters Score -9982335 nChanged 15
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	Iteration 146Q: 3 clusters Score -9982327 nChanged 9
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	Iteration 147Q: 3 clusters Score -9982322 nChanged 8
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	Iteration 148Q: 3 clusters Score -9982314 nChanged 10
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	Iteration 149Q: 3 clusters Score -9982326 nChanged 12
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	Iteration 150Q: 3 clusters Score -9982321 nChanged 6
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	Iteration 151Q: 3 clusters Score -9982315 nChanged 3
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	Iteration 152Q: 3 clusters Score -9982320 nChanged 6
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	Iteration 153Q: 3 clusters Score -9982307 nChanged 8
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	Iteration 154Q: 3 clusters Score -9982310 nChanged 8
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	Iteration 155Q: 3 clusters Score -9982321 nChanged 14
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	Iteration 156Q: 3 clusters Score -9982318 nChanged 13
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	Iteration 157Q: 3 clusters Score -9982317 nChanged 14
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	Iteration 158Q: 3 clusters Score -9982315 nChanged 10
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	Iteration 159Q: 3 clusters Score -9982322 nChanged 12
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	Iteration 160F: 3 clusters Score -9982314 nChanged 12
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	Iteration 161Q: 3 clusters Score -9982323 nChanged 18
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	Iteration 162Q: 3 clusters Score -9982309 nChanged 10
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	Iteration 163Q: 3 clusters Score -9982309 nChanged 15
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	Iteration 164Q: 3 clusters Score -9982316 nChanged 11
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	Iteration 165Q: 3 clusters Score -9982311 nChanged 13
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	Iteration 166Q: 3 clusters Score -9982322 nChanged 16
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	Iteration 167Q: 3 clusters Score -9982317 nChanged 12
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	Iteration 168Q: 3 clusters Score -9982314 nChanged 16
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	Iteration 172Q: 3 clusters Score -9982302 nChanged 18
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	Iteration 173Q: 3 clusters Score -9982307 nChanged 15
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	Iteration 174Q: 3 clusters Score -9982304 nChanged 16
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	Iteration 176Q: 3 clusters Score -9982302 nChanged 8
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	Iteration 177Q: 3 clusters Score -9982305 nChanged 5
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	Iteration 178Q: 3 clusters Score -9982315 nChanged 3
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	Iteration 179Q: 3 clusters Score -9982306 nChanged 6
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	Iteration 180F: 3 clusters Score -9982309 nChanged 9
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	Iteration 181Q: 3 clusters Score -9982309 nChanged 14
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	Iteration 183Q: 3 clusters Score -9982325 nChanged 19
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Entering Unmasked Estep 
Score: -9982335.000000 Penalty: 5397.864258
	Iteration 189Q: 3 clusters Score -9982335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -9982336.000000 Penalty: 5397.864258
	Iteration 190Q: 3 clusters Score -9982336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -9982310.000000 Penalty: 5397.864258
	Iteration 191Q: 3 clusters Score -9982310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -9982317.000000 Penalty: 5397.864258
	Iteration 192Q: 3 clusters Score -9982317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -9982338.000000 Penalty: 5397.864258
	Iteration 193Q: 3 clusters Score -9982338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -9982324.000000 Penalty: 5397.864258
	Iteration 194Q: 3 clusters Score -9982324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -9982327.000000 Penalty: 5397.864258
	Iteration 195Q: 3 clusters Score -9982327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -9982321.000000 Penalty: 5397.864258
	Iteration 196Q: 3 clusters Score -9982321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -9982320.000000 Penalty: 5397.864258
	Iteration 197Q: 3 clusters Score -9982320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -9982323.000000 Penalty: 5397.864258
	Iteration 198Q: 3 clusters Score -9982323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -9982318.000000 Penalty: 5397.864258
	Iteration 199Q: 3 clusters Score -9982318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -9982318.000000 Penalty: 5397.864258
	Iteration 200F: 3 clusters Score -9982318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 49764 members 
Mstep: Class 3 contains 38709 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 46607 members 
Mstep: Class 7 contains 51601 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 1393 members 
Mstep: Class 10 contains 48776 members 
Mstep: Class 11 contains 276 members 
Mstep: Class 12 contains 52411 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 19842 members 
Mstep: Class 16 contains 49702 members 
Mstep: Class 18 contains 78207 members 
Mstep: Class 19 contains 36651 members 
Mstep: Class 20 contains 50825 members 
Mstep: Class 21 contains 57030 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 49796 members 
Entering Unmasked Estep 
Score: -126827216.000000 Penalty: 73421.343750
Splitting cluster 6 changes total score from -126823552.000000 to -126827216.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 7 (51601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Entering Unmasked Estep 
Score: -9483993.000000 Penalty: 2691.121582
	Iteration 0F: 2 clusters Score -9483993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -9453671.000000 Penalty: 5382.243164
	Iteration 0F: 3 clusters Score -9453671 nChanged 23994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -9466815.000000 Penalty: 5382.243164
	Iteration 1F: 3 clusters Score -9466815 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -9467318.000000 Penalty: 5382.243164
	Iteration 2Q: 3 clusters Score -9467318 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -9467834.000000 Penalty: 5382.243164
	Iteration 3Q: 3 clusters Score -9467834 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -9468444.000000 Penalty: 5382.243164
	Iteration 4Q: 3 clusters Score -9468444 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -9469267.000000 Penalty: 5382.243164
	Iteration 5Q: 3 clusters Score -9469267 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -9470439.000000 Penalty: 5382.243164
	Iteration 6Q: 3 clusters Score -9470439 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -9472163.000000 Penalty: 5382.243164
	Iteration 7Q: 3 clusters Score -9472163 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -9474238.000000 Penalty: 5382.243164
	Iteration 8F: 3 clusters Score -9474238 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -9476484.000000 Penalty: 5382.243164
	Iteration 9F: 3 clusters Score -9476484 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -9478816.000000 Penalty: 5382.243164
	Iteration 10F: 3 clusters Score -9478816 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -9480433.000000 Penalty: 5382.243164
	Iteration 11Q: 3 clusters Score -9480433 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -9481156.000000 Penalty: 5382.243164
	Iteration 12Q: 3 clusters Score -9481156 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -9481524.000000 Penalty: 5382.243164
	Iteration 13Q: 3 clusters Score -9481524 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -9481878.000000 Penalty: 5382.243164
	Iteration 14Q: 3 clusters Score -9481878 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -9482041.000000 Penalty: 5382.243164
	Iteration 15Q: 3 clusters Score -9482041 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -9482125.000000 Penalty: 5382.243164
	Iteration 16Q: 3 clusters Score -9482125 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -9482157.000000 Penalty: 5382.243164
	Iteration 17Q: 3 clusters Score -9482157 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -9482222.000000 Penalty: 5382.243164
	Iteration 18Q: 3 clusters Score -9482222 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -9482276.000000 Penalty: 5382.243164
	Iteration 19Q: 3 clusters Score -9482276 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -9482300.000000 Penalty: 5382.243164
	Iteration 20F: 3 clusters Score -9482300 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -9482314.000000 Penalty: 5382.243164
	Iteration 21Q: 3 clusters Score -9482314 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -9482330.000000 Penalty: 5382.243164
	Iteration 22Q: 3 clusters Score -9482330 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -9482386.000000 Penalty: 5382.243164
	Iteration 23Q: 3 clusters Score -9482386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -9482405.000000 Penalty: 5382.243164
	Iteration 24Q: 3 clusters Score -9482405 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -9482425.000000 Penalty: 5382.243164
	Iteration 25Q: 3 clusters Score -9482425 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -9482425.000000 Penalty: 5382.243164
	Iteration 26Q: 3 clusters Score -9482425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -9482439.000000 Penalty: 5382.243164
	Iteration 27Q: 3 clusters Score -9482439 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -9482447.000000 Penalty: 5382.243164
	Iteration 28Q: 3 clusters Score -9482447 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -9482456.000000 Penalty: 5382.243164
	Iteration 29Q: 3 clusters Score -9482456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -9482450.000000 Penalty: 5382.243164
	Iteration 30Q: 3 clusters Score -9482450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -9482467.000000 Penalty: 5382.243164
	Iteration 31Q: 3 clusters Score -9482467 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -9482476.000000 Penalty: 5382.243164
	Iteration 32Q: 3 clusters Score -9482476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -9482502.000000 Penalty: 5382.243164
	Iteration 33Q: 3 clusters Score -9482502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -9482511.000000 Penalty: 5382.243164
	Iteration 34Q: 3 clusters Score -9482511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -9482535.000000 Penalty: 5382.243164
	Iteration 35Q: 3 clusters Score -9482535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -9482552.000000 Penalty: 5382.243164
	Iteration 36Q: 3 clusters Score -9482552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -9482569.000000 Penalty: 5382.243164
	Iteration 37Q: 3 clusters Score -9482569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9482585.000000 Penalty: 5382.243164
	Iteration 38Q: 3 clusters Score -9482585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -9482584.000000 Penalty: 5382.243164
	Iteration 39Q: 3 clusters Score -9482584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -9482580.000000 Penalty: 5382.243164
	Iteration 40F: 3 clusters Score -9482580 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -9482576.000000 Penalty: 5382.243164
	Iteration 41Q: 3 clusters Score -9482576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -9482577.000000 Penalty: 5382.243164
	Iteration 42Q: 3 clusters Score -9482577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9482582.000000 Penalty: 5382.243164
	Iteration 43Q: 3 clusters Score -9482582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9482574.000000 Penalty: 5382.243164
	Iteration 44Q: 3 clusters Score -9482574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -9482569.000000 Penalty: 5382.243164
	Iteration 45Q: 3 clusters Score -9482569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -9482599.000000 Penalty: 5382.243164
	Iteration 46Q: 3 clusters Score -9482599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -9482596.000000 Penalty: 5382.243164
	Iteration 47Q: 3 clusters Score -9482596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9482616.000000 Penalty: 5382.243164
	Iteration 48Q: 3 clusters Score -9482616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -9482611.000000 Penalty: 5382.243164
	Iteration 49Q: 3 clusters Score -9482611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -9482594.000000 Penalty: 5382.243164
	Iteration 50Q: 3 clusters Score -9482594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -9482610.000000 Penalty: 5382.243164
	Iteration 51Q: 3 clusters Score -9482610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -9482597.000000 Penalty: 5382.243164
	Iteration 52Q: 3 clusters Score -9482597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -9482606.000000 Penalty: 5382.243164
	Iteration 53Q: 3 clusters Score -9482606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -9482610.000000 Penalty: 5382.243164
	Iteration 54Q: 3 clusters Score -9482610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9482618.000000 Penalty: 5382.243164
	Iteration 55Q: 3 clusters Score -9482618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9482612.000000 Penalty: 5382.243164
	Iteration 56Q: 3 clusters Score -9482612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -9482634.000000 Penalty: 5382.243164
	Iteration 57Q: 3 clusters Score -9482634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9482645.000000 Penalty: 5382.243164
	Iteration 58Q: 3 clusters Score -9482645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -9482644.000000 Penalty: 5382.243164
	Iteration 59Q: 3 clusters Score -9482644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -9482659.000000 Penalty: 5382.243164
	Iteration 60F: 3 clusters Score -9482659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -9482673.000000 Penalty: 5382.243164
	Iteration 61Q: 3 clusters Score -9482673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9482671.000000 Penalty: 5382.243164
	Iteration 62Q: 3 clusters Score -9482671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -9482664.000000 Penalty: 5382.243164
	Iteration 63Q: 3 clusters Score -9482664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -9482679.000000 Penalty: 5382.243164
	Iteration 64Q: 3 clusters Score -9482679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9482678.000000 Penalty: 5382.243164
	Iteration 65Q: 3 clusters Score -9482678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -9482683.000000 Penalty: 5382.243164
	Iteration 66Q: 3 clusters Score -9482683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -9482677.000000 Penalty: 5382.243164
	Iteration 67Q: 3 clusters Score -9482677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -9482690.000000 Penalty: 5382.243164
	Iteration 68Q: 3 clusters Score -9482690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9482669.000000 Penalty: 5382.243164
	Iteration 69Q: 3 clusters Score -9482669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -9482681.000000 Penalty: 5382.243164
	Iteration 70Q: 3 clusters Score -9482681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -9482677.000000 Penalty: 5382.243164
	Iteration 71Q: 3 clusters Score -9482677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -9482676.000000 Penalty: 5382.243164
	Iteration 72Q: 3 clusters Score -9482676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -9482678.000000 Penalty: 5382.243164
	Iteration 73Q: 3 clusters Score -9482678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -9482678.000000 Penalty: 5382.243164
	Iteration 74F: 3 clusters Score -9482678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Entering Unmasked Estep 
Score: -889250.937500 Penalty: 2107.101807
	Iteration 0F: 2 clusters Score -889250.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -884766.500000 Penalty: 4214.203613
	Iteration 0F: 3 clusters Score -884766.5 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -885789.500000 Penalty: 4214.203613
	Iteration 1F: 3 clusters Score -885789.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -885995.375000 Penalty: 4214.203613
	Iteration 2F: 3 clusters Score -885995.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -886134.062500 Penalty: 4214.203613
	Iteration 3F: 3 clusters Score -886134.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -886230.312500 Penalty: 4214.203613
	Iteration 4Q: 3 clusters Score -886230.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -886290.250000 Penalty: 4214.203613
	Iteration 5Q: 3 clusters Score -886290.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -886329.437500 Penalty: 4214.203613
	Iteration 6Q: 3 clusters Score -886329.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -886352.625000 Penalty: 4214.203613
	Iteration 7Q: 3 clusters Score -886352.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -886380.500000 Penalty: 4214.203613
	Iteration 8Q: 3 clusters Score -886380.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -886400.687500 Penalty: 4214.203613
	Iteration 9Q: 3 clusters Score -886400.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -886416.250000 Penalty: 4214.203613
	Iteration 10Q: 3 clusters Score -886416.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -886430.187500 Penalty: 4214.203613
	Iteration 11Q: 3 clusters Score -886430.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -886448.187500 Penalty: 4214.203613
	Iteration 12Q: 3 clusters Score -886448.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -886463.187500 Penalty: 4214.203613
	Iteration 13Q: 3 clusters Score -886463.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -886475.187500 Penalty: 4214.203613
	Iteration 14Q: 3 clusters Score -886475.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -886488.687500 Penalty: 4214.203613
	Iteration 15Q: 3 clusters Score -886488.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -886501.750000 Penalty: 4214.203613
	Iteration 16Q: 3 clusters Score -886501.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -886514.500000 Penalty: 4214.203613
	Iteration 17Q: 3 clusters Score -886514.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -886526.750000 Penalty: 4214.203613
	Iteration 18Q: 3 clusters Score -886526.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -886540.312500 Penalty: 4214.203613
	Iteration 19Q: 3 clusters Score -886540.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -886557.937500 Penalty: 4214.203613
	Iteration 20F: 3 clusters Score -886557.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -886576.000000 Penalty: 4214.203613
	Iteration 21Q: 3 clusters Score -886576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -886597.000000 Penalty: 4214.203613
	Iteration 22Q: 3 clusters Score -886597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -886617.500000 Penalty: 4214.203613
	Iteration 23Q: 3 clusters Score -886617.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -886633.000000 Penalty: 4214.203613
	Iteration 24Q: 3 clusters Score -886633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -886644.312500 Penalty: 4214.203613
	Iteration 25Q: 3 clusters Score -886644.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -886656.562500 Penalty: 4214.203613
	Iteration 26Q: 3 clusters Score -886656.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -886665.250000 Penalty: 4214.203613
	Iteration 27Q: 3 clusters Score -886665.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -886673.250000 Penalty: 4214.203613
	Iteration 28Q: 3 clusters Score -886673.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -886680.687500 Penalty: 4214.203613
	Iteration 29Q: 3 clusters Score -886680.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -886685.687500 Penalty: 4214.203613
	Iteration 30Q: 3 clusters Score -886685.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -886694.187500 Penalty: 4214.203613
	Iteration 31Q: 3 clusters Score -886694.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -886705.687500 Penalty: 4214.203613
	Iteration 32Q: 3 clusters Score -886705.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -886716.687500 Penalty: 4214.203613
	Iteration 33Q: 3 clusters Score -886716.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -886724.937500 Penalty: 4214.203613
	Iteration 34Q: 3 clusters Score -886724.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -886731.562500 Penalty: 4214.203613
	Iteration 35Q: 3 clusters Score -886731.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -886736.062500 Penalty: 4214.203613
	Iteration 36Q: 3 clusters Score -886736.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -886743.875000 Penalty: 4214.203613
	Iteration 37Q: 3 clusters Score -886743.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -886750.312500 Penalty: 4214.203613
	Iteration 38Q: 3 clusters Score -886750.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -886758.875000 Penalty: 4214.203613
	Iteration 39Q: 3 clusters Score -886758.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -886766.625000 Penalty: 4214.203613
	Iteration 40F: 3 clusters Score -886766.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -886776.125000 Penalty: 4214.203613
	Iteration 41Q: 3 clusters Score -886776.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -886783.750000 Penalty: 4214.203613
	Iteration 42Q: 3 clusters Score -886783.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -886795.125000 Penalty: 4214.203613
	Iteration 43Q: 3 clusters Score -886795.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -886806.875000 Penalty: 4214.203613
	Iteration 44Q: 3 clusters Score -886806.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -886818.812500 Penalty: 4214.203613
	Iteration 45Q: 3 clusters Score -886818.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -886828.250000 Penalty: 4214.203613
	Iteration 46Q: 3 clusters Score -886828.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -886846.187500 Penalty: 4214.203613
	Iteration 47Q: 3 clusters Score -886846.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -886858.500000 Penalty: 4214.203613
	Iteration 48Q: 3 clusters Score -886858.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -886871.062500 Penalty: 4214.203613
	Iteration 49Q: 3 clusters Score -886871.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -886884.500000 Penalty: 4214.203613
	Iteration 50Q: 3 clusters Score -886884.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -886901.375000 Penalty: 4214.203613
	Iteration 51Q: 3 clusters Score -886901.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -886915.625000 Penalty: 4214.203613
	Iteration 52Q: 3 clusters Score -886915.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -886932.562500 Penalty: 4214.203613
	Iteration 53Q: 3 clusters Score -886932.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -886957.562500 Penalty: 4214.203613
	Iteration 54Q: 3 clusters Score -886957.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -886980.500000 Penalty: 4214.203613
	Iteration 55Q: 3 clusters Score -886980.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -887000.187500 Penalty: 4214.203613
	Iteration 56Q: 3 clusters Score -887000.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -887021.000000 Penalty: 4214.203613
	Iteration 57Q: 3 clusters Score -887021 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -887042.812500 Penalty: 4214.203613
	Iteration 58Q: 3 clusters Score -887042.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -887072.000000 Penalty: 4214.203613
	Iteration 59Q: 3 clusters Score -887072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -887103.562500 Penalty: 4214.203613
	Iteration 60F: 3 clusters Score -887103.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -887142.000000 Penalty: 4214.203613
	Iteration 61Q: 3 clusters Score -887142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -887188.625000 Penalty: 4214.203613
	Iteration 62Q: 3 clusters Score -887188.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -887216.437500 Penalty: 4214.203613
	Iteration 63Q: 3 clusters Score -887216.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -887237.875000 Penalty: 4214.203613
	Iteration 64Q: 3 clusters Score -887237.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -887259.062500 Penalty: 4214.203613
	Iteration 65Q: 3 clusters Score -887259.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -887279.062500 Penalty: 4214.203613
	Iteration 66Q: 3 clusters Score -887279.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -887296.375000 Penalty: 4214.203613
	Iteration 67Q: 3 clusters Score -887296.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -887304.937500 Penalty: 4214.203613
	Iteration 68Q: 3 clusters Score -887304.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -887312.750000 Penalty: 4214.203613
	Iteration 69Q: 3 clusters Score -887312.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -887317.687500 Penalty: 4214.203613
	Iteration 70Q: 3 clusters Score -887317.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -887324.437500 Penalty: 4214.203613
	Iteration 71Q: 3 clusters Score -887324.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -887330.000000 Penalty: 4214.203613
	Iteration 72Q: 3 clusters Score -887330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -887336.187500 Penalty: 4214.203613
	Iteration 73Q: 3 clusters Score -887336.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -887343.187500 Penalty: 4214.203613
	Iteration 74Q: 3 clusters Score -887343.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -887346.875000 Penalty: 4214.203613
	Iteration 75Q: 3 clusters Score -887346.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -887354.187500 Penalty: 4214.203613
	Iteration 76Q: 3 clusters Score -887354.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -887358.812500 Penalty: 4214.203613
	Iteration 77Q: 3 clusters Score -887358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -887363.937500 Penalty: 4214.203613
	Iteration 78Q: 3 clusters Score -887363.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -887367.937500 Penalty: 4214.203613
	Iteration 79Q: 3 clusters Score -887367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -887371.875000 Penalty: 4214.203613
	Iteration 80F: 3 clusters Score -887371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -887373.812500 Penalty: 4214.203613
	Iteration 81Q: 3 clusters Score -887373.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -887380.125000 Penalty: 4214.203613
	Iteration 82Q: 3 clusters Score -887380.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -887382.125000 Penalty: 4214.203613
	Iteration 83Q: 3 clusters Score -887382.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -887384.750000 Penalty: 4214.203613
	Iteration 84Q: 3 clusters Score -887384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -887385.062500 Penalty: 4214.203613
	Iteration 85Q: 3 clusters Score -887385.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -887386.437500 Penalty: 4214.203613
	Iteration 86Q: 3 clusters Score -887386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -887393.000000 Penalty: 4214.203613
	Iteration 87Q: 3 clusters Score -887393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -887393.250000 Penalty: 4214.203613
	Iteration 88Q: 3 clusters Score -887393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -887394.437500 Penalty: 4214.203613
	Iteration 89Q: 3 clusters Score -887394.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -887395.250000 Penalty: 4214.203613
	Iteration 90Q: 3 clusters Score -887395.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -887396.437500 Penalty: 4214.203613
	Iteration 91Q: 3 clusters Score -887396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -887398.250000 Penalty: 4214.203613
	Iteration 92Q: 3 clusters Score -887398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -887399.687500 Penalty: 4214.203613
	Iteration 93Q: 3 clusters Score -887399.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -887401.500000 Penalty: 4214.203613
	Iteration 94Q: 3 clusters Score -887401.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -887410.250000 Penalty: 4214.203613
	Iteration 95Q: 3 clusters Score -887410.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -887415.250000 Penalty: 4214.203613
	Iteration 96Q: 3 clusters Score -887415.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -887420.062500 Penalty: 4214.203613
	Iteration 97Q: 3 clusters Score -887420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -887424.375000 Penalty: 4214.203613
	Iteration 98Q: 3 clusters Score -887424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -887425.437500 Penalty: 4214.203613
	Iteration 99Q: 3 clusters Score -887425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -887428.562500 Penalty: 4214.203613
	Iteration 100F: 3 clusters Score -887428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -887432.312500 Penalty: 4214.203613
	Iteration 101Q: 3 clusters Score -887432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -887432.312500 Penalty: 4214.203613
	Iteration 102Q: 3 clusters Score -887432.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -887432.312500 Penalty: 4214.203613
	Iteration 103F: 3 clusters Score -887432.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Entering Unmasked Estep 
Score: -192338.453125 Penalty: 1795.325317
	Iteration 0F: 2 clusters Score -192338.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -190290.500000 Penalty: 3590.650635
	Iteration 0F: 3 clusters Score -190290.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -191162.484375 Penalty: 3590.650635
	Iteration 1F: 3 clusters Score -191162.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -191897.734375 Penalty: 3590.650635
	Iteration 2F: 3 clusters Score -191897.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -192681.406250 Penalty: 3590.650635
	Iteration 3F: 3 clusters Score -192681.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -193328.562500 Penalty: 3590.650635
	Iteration 4F: 3 clusters Score -193328.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -193584.671875 Penalty: 3590.650635
	Iteration 5F: 3 clusters Score -193584.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -193716.921875 Penalty: 3590.650635
	Iteration 6Q: 3 clusters Score -193716.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -193784.890625 Penalty: 3590.650635
	Iteration 7Q: 3 clusters Score -193784.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -193850.546875 Penalty: 3590.650635
	Iteration 8Q: 3 clusters Score -193850.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -193895.015625 Penalty: 3590.650635
	Iteration 9Q: 3 clusters Score -193895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -193916.640625 Penalty: 3590.650635
	Iteration 10Q: 3 clusters Score -193916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -193922.390625 Penalty: 3590.650635
	Iteration 11Q: 3 clusters Score -193922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -193933.390625 Penalty: 3590.650635
	Iteration 12Q: 3 clusters Score -193933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -193936.906250 Penalty: 3590.650635
	Iteration 13Q: 3 clusters Score -193936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -193938.171875 Penalty: 3590.650635
	Iteration 14Q: 3 clusters Score -193938.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -193940.187500 Penalty: 3590.650635
	Iteration 15Q: 3 clusters Score -193940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -193942.796875 Penalty: 3590.650635
	Iteration 16Q: 3 clusters Score -193942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -193943.781250 Penalty: 3590.650635
	Iteration 17Q: 3 clusters Score -193943.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -193949.578125 Penalty: 3590.650635
	Iteration 18F: 3 clusters Score -193949.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -193968.281250 Penalty: 3590.650635
	Iteration 19Q: 3 clusters Score -193968.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -193973.687500 Penalty: 3590.650635
	Iteration 20F: 3 clusters Score -193973.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -193976.703125 Penalty: 3590.650635
	Iteration 21Q: 3 clusters Score -193976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -193978.078125 Penalty: 3590.650635
	Iteration 22Q: 3 clusters Score -193978.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -193978.281250 Penalty: 3590.650635
	Iteration 23Q: 3 clusters Score -193978.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -193978.281250 Penalty: 3590.650635
	Iteration 24F: 3 clusters Score -193978.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 49764 members 
Mstep: Class 3 contains 38709 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 46607 members 
Mstep: Class 7 contains 51601 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 48776 members 
Mstep: Class 11 contains 276 members 
Mstep: Class 12 contains 52411 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 19842 members 
Mstep: Class 16 contains 49702 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 78207 members 
Mstep: Class 19 contains 36651 members 
Mstep: Class 20 contains 50825 members 
Mstep: Class 21 contains 57030 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 49796 members 
Entering Unmasked Estep 
Score: -126827104.000000 Penalty: 76758.679688
Splitting cluster 9 changes total score from -126823552.000000 to -126827104.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 10 (48776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Entering Unmasked Estep 
Score: -9002222.000000 Penalty: 2677.158447
	Iteration 0F: 2 clusters Score -9002222 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 24423 members 
Entering Unmasked Estep 
Score: -8973038.000000 Penalty: 5354.316895
	Iteration 0F: 3 clusters Score -8973038 nChanged 22623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -8985396.000000 Penalty: 5354.316895
	Iteration 1F: 3 clusters Score -8985396 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -8986068.000000 Penalty: 5354.316895
	Iteration 2Q: 3 clusters Score -8986068 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -8986653.000000 Penalty: 5354.316895
	Iteration 3Q: 3 clusters Score -8986653 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -8987291.000000 Penalty: 5354.316895
	Iteration 4Q: 3 clusters Score -8987291 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -8988007.000000 Penalty: 5354.316895
	Iteration 5Q: 3 clusters Score -8988007 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -8988776.000000 Penalty: 5354.316895
	Iteration 6Q: 3 clusters Score -8988776 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -8989744.000000 Penalty: 5354.316895
	Iteration 7Q: 3 clusters Score -8989744 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -8990899.000000 Penalty: 5354.316895
	Iteration 8Q: 3 clusters Score -8990899 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -8992457.000000 Penalty: 5354.316895
	Iteration 9F: 3 clusters Score -8992457 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -8994103.000000 Penalty: 5354.316895
	Iteration 10F: 3 clusters Score -8994103 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -8995507.000000 Penalty: 5354.316895
	Iteration 11F: 3 clusters Score -8995507 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -8996359.000000 Penalty: 5354.316895
	Iteration 12Q: 3 clusters Score -8996359 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -8996908.000000 Penalty: 5354.316895
	Iteration 13Q: 3 clusters Score -8996908 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -8997281.000000 Penalty: 5354.316895
	Iteration 14Q: 3 clusters Score -8997281 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -8997625.000000 Penalty: 5354.316895
	Iteration 15Q: 3 clusters Score -8997625 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -8997945.000000 Penalty: 5354.316895
	Iteration 16Q: 3 clusters Score -8997945 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -8998294.000000 Penalty: 5354.316895
	Iteration 17Q: 3 clusters Score -8998294 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -8998641.000000 Penalty: 5354.316895
	Iteration 18Q: 3 clusters Score -8998641 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -8998974.000000 Penalty: 5354.316895
	Iteration 19Q: 3 clusters Score -8998974 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -8999369.000000 Penalty: 5354.316895
	Iteration 20F: 3 clusters Score -8999369 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -8999741.000000 Penalty: 5354.316895
	Iteration 21Q: 3 clusters Score -8999741 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -9000162.000000 Penalty: 5354.316895
	Iteration 22Q: 3 clusters Score -9000162 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -9000441.000000 Penalty: 5354.316895
	Iteration 23Q: 3 clusters Score -9000441 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -9000661.000000 Penalty: 5354.316895
	Iteration 24Q: 3 clusters Score -9000661 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -9000980.000000 Penalty: 5354.316895
	Iteration 25Q: 3 clusters Score -9000980 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -9001227.000000 Penalty: 5354.316895
	Iteration 26Q: 3 clusters Score -9001227 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -9001449.000000 Penalty: 5354.316895
	Iteration 27Q: 3 clusters Score -9001449 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -9001710.000000 Penalty: 5354.316895
	Iteration 28Q: 3 clusters Score -9001710 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -9001946.000000 Penalty: 5354.316895
	Iteration 29Q: 3 clusters Score -9001946 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -9002139.000000 Penalty: 5354.316895
	Iteration 30Q: 3 clusters Score -9002139 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -9002299.000000 Penalty: 5354.316895
	Iteration 31Q: 3 clusters Score -9002299 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -9002479.000000 Penalty: 5354.316895
	Iteration 32Q: 3 clusters Score -9002479 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -9002591.000000 Penalty: 5354.316895
	Iteration 33Q: 3 clusters Score -9002591 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -9002714.000000 Penalty: 5354.316895
	Iteration 34Q: 3 clusters Score -9002714 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -9002782.000000 Penalty: 5354.316895
	Iteration 35Q: 3 clusters Score -9002782 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -9002885.000000 Penalty: 5354.316895
	Iteration 36Q: 3 clusters Score -9002885 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -9002970.000000 Penalty: 5354.316895
	Iteration 37Q: 3 clusters Score -9002970 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -9003055.000000 Penalty: 5354.316895
	Iteration 38Q: 3 clusters Score -9003055 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -9003155.000000 Penalty: 5354.316895
	Iteration 39Q: 3 clusters Score -9003155 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -9003189.000000 Penalty: 5354.316895
	Iteration 40F: 3 clusters Score -9003189 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -9003231.000000 Penalty: 5354.316895
	Iteration 41Q: 3 clusters Score -9003231 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -9003240.000000 Penalty: 5354.316895
	Iteration 42Q: 3 clusters Score -9003240 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -9003218.000000 Penalty: 5354.316895
	Iteration 43Q: 3 clusters Score -9003218 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -9003128.000000 Penalty: 5354.316895
	Iteration 44Q: 3 clusters Score -9003128 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -9003058.000000 Penalty: 5354.316895
	Iteration 45Q: 3 clusters Score -9003058 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -9002938.000000 Penalty: 5354.316895
	Iteration 46Q: 3 clusters Score -9002938 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -9002857.000000 Penalty: 5354.316895
	Iteration 47Q: 3 clusters Score -9002857 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -9002751.000000 Penalty: 5354.316895
	Iteration 48Q: 3 clusters Score -9002751 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -9002643.000000 Penalty: 5354.316895
	Iteration 49Q: 3 clusters Score -9002643 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -9002570.000000 Penalty: 5354.316895
	Iteration 50Q: 3 clusters Score -9002570 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -9002452.000000 Penalty: 5354.316895
	Iteration 51Q: 3 clusters Score -9002452 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -9002336.000000 Penalty: 5354.316895
	Iteration 52Q: 3 clusters Score -9002336 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -9002266.000000 Penalty: 5354.316895
	Iteration 53Q: 3 clusters Score -9002266 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -9002201.000000 Penalty: 5354.316895
	Iteration 54Q: 3 clusters Score -9002201 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -9002176.000000 Penalty: 5354.316895
	Iteration 55Q: 3 clusters Score -9002176 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -9002101.000000 Penalty: 5354.316895
	Iteration 56Q: 3 clusters Score -9002101 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -9002041.000000 Penalty: 5354.316895
	Iteration 57Q: 3 clusters Score -9002041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -9001973.000000 Penalty: 5354.316895
	Iteration 58Q: 3 clusters Score -9001973 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -9001930.000000 Penalty: 5354.316895
	Iteration 59Q: 3 clusters Score -9001930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -9001896.000000 Penalty: 5354.316895
	Iteration 60F: 3 clusters Score -9001896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -9001844.000000 Penalty: 5354.316895
	Iteration 61Q: 3 clusters Score -9001844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -9001810.000000 Penalty: 5354.316895
	Iteration 62Q: 3 clusters Score -9001810 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -9001787.000000 Penalty: 5354.316895
	Iteration 63Q: 3 clusters Score -9001787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -9001769.000000 Penalty: 5354.316895
	Iteration 64Q: 3 clusters Score -9001769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -9001759.000000 Penalty: 5354.316895
	Iteration 65Q: 3 clusters Score -9001759 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -9001737.000000 Penalty: 5354.316895
	Iteration 66Q: 3 clusters Score -9001737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -9001710.000000 Penalty: 5354.316895
	Iteration 67Q: 3 clusters Score -9001710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -9001707.000000 Penalty: 5354.316895
	Iteration 68Q: 3 clusters Score -9001707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -9001691.000000 Penalty: 5354.316895
	Iteration 69Q: 3 clusters Score -9001691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -9001674.000000 Penalty: 5354.316895
	Iteration 70Q: 3 clusters Score -9001674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -9001683.000000 Penalty: 5354.316895
	Iteration 71Q: 3 clusters Score -9001683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -9001679.000000 Penalty: 5354.316895
	Iteration 72Q: 3 clusters Score -9001679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -9001684.000000 Penalty: 5354.316895
	Iteration 73Q: 3 clusters Score -9001684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -9001679.000000 Penalty: 5354.316895
	Iteration 74Q: 3 clusters Score -9001679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -9001663.000000 Penalty: 5354.316895
	Iteration 75Q: 3 clusters Score -9001663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -9001663.000000 Penalty: 5354.316895
	Iteration 76Q: 3 clusters Score -9001663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -9001671.000000 Penalty: 5354.316895
	Iteration 77Q: 3 clusters Score -9001671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -9001662.000000 Penalty: 5354.316895
	Iteration 78Q: 3 clusters Score -9001662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -9001655.000000 Penalty: 5354.316895
	Iteration 79Q: 3 clusters Score -9001655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -9001653.000000 Penalty: 5354.316895
	Iteration 80F: 3 clusters Score -9001653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -9001638.000000 Penalty: 5354.316895
	Iteration 81Q: 3 clusters Score -9001638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -9001645.000000 Penalty: 5354.316895
	Iteration 82Q: 3 clusters Score -9001645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -9001648.000000 Penalty: 5354.316895
	Iteration 83Q: 3 clusters Score -9001648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -9001645.000000 Penalty: 5354.316895
	Iteration 84Q: 3 clusters Score -9001645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -9001653.000000 Penalty: 5354.316895
	Iteration 85Q: 3 clusters Score -9001653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -9001651.000000 Penalty: 5354.316895
	Iteration 86Q: 3 clusters Score -9001651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -9001651.000000 Penalty: 5354.316895
	Iteration 87Q: 3 clusters Score -9001651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -9001648.000000 Penalty: 5354.316895
	Iteration 88Q: 3 clusters Score -9001648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -9001644.000000 Penalty: 5354.316895
	Iteration 89Q: 3 clusters Score -9001644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -9001643.000000 Penalty: 5354.316895
	Iteration 90Q: 3 clusters Score -9001643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
Score: -9001638.000000 Penalty: 5354.316895
	Iteration 91Q: 3 clusters Score -9001638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -9001645.000000 Penalty: 5354.316895
	Iteration 92Q: 3 clusters Score -9001645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -9001629.000000 Penalty: 5354.316895
	Iteration 93Q: 3 clusters Score -9001629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -9001629.000000 Penalty: 5354.316895
	Iteration 94F: 3 clusters Score -9001629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Entering Unmasked Estep 
Score: -9651373.000000 Penalty: 2694.984131
	Iteration 0F: 2 clusters Score -9651373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -9620615.000000 Penalty: 5389.968262
	Iteration 0F: 3 clusters Score -9620615 nChanged 24246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -9633999.000000 Penalty: 5389.968262
	Iteration 1F: 3 clusters Score -9633999 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -9634756.000000 Penalty: 5389.968262
	Iteration 2Q: 3 clusters Score -9634756 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -9635848.000000 Penalty: 5389.968262
	Iteration 3Q: 3 clusters Score -9635848 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -9637173.000000 Penalty: 5389.968262
	Iteration 4Q: 3 clusters Score -9637173 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -9639159.000000 Penalty: 5389.968262
	Iteration 5F: 3 clusters Score -9639159 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -9641681.000000 Penalty: 5389.968262
	Iteration 6F: 3 clusters Score -9641681 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -9644562.000000 Penalty: 5389.968262
	Iteration 7F: 3 clusters Score -9644562 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -9647295.000000 Penalty: 5389.968262
	Iteration 8F: 3 clusters Score -9647295 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -9648767.000000 Penalty: 5389.968262
	Iteration 9F: 3 clusters Score -9648767 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -9649473.000000 Penalty: 5389.968262
	Iteration 10Q: 3 clusters Score -9649473 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -9649831.000000 Penalty: 5389.968262
	Iteration 11Q: 3 clusters Score -9649831 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -9650114.000000 Penalty: 5389.968262
	Iteration 12Q: 3 clusters Score -9650114 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -9650371.000000 Penalty: 5389.968262
	Iteration 13Q: 3 clusters Score -9650371 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -9650535.000000 Penalty: 5389.968262
	Iteration 14Q: 3 clusters Score -9650535 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -9650691.000000 Penalty: 5389.968262
	Iteration 15Q: 3 clusters Score -9650691 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -9650769.000000 Penalty: 5389.968262
	Iteration 16Q: 3 clusters Score -9650769 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -9650876.000000 Penalty: 5389.968262
	Iteration 17Q: 3 clusters Score -9650876 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -9650900.000000 Penalty: 5389.968262
	Iteration 18Q: 3 clusters Score -9650900 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -9651006.000000 Penalty: 5389.968262
	Iteration 19Q: 3 clusters Score -9651006 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -9651025.000000 Penalty: 5389.968262
	Iteration 20F: 3 clusters Score -9651025 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -9651071.000000 Penalty: 5389.968262
	Iteration 21Q: 3 clusters Score -9651071 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -9651105.000000 Penalty: 5389.968262
	Iteration 22Q: 3 clusters Score -9651105 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -9651170.000000 Penalty: 5389.968262
	Iteration 23Q: 3 clusters Score -9651170 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -9651197.000000 Penalty: 5389.968262
	Iteration 24Q: 3 clusters Score -9651197 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -9651229.000000 Penalty: 5389.968262
	Iteration 25Q: 3 clusters Score -9651229 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -9651287.000000 Penalty: 5389.968262
	Iteration 26Q: 3 clusters Score -9651287 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -9651322.000000 Penalty: 5389.968262
	Iteration 27Q: 3 clusters Score -9651322 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -9651381.000000 Penalty: 5389.968262
	Iteration 28Q: 3 clusters Score -9651381 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -9651404.000000 Penalty: 5389.968262
	Iteration 29Q: 3 clusters Score -9651404 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -9651416.000000 Penalty: 5389.968262
	Iteration 30Q: 3 clusters Score -9651416 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -9651465.000000 Penalty: 5389.968262
	Iteration 31Q: 3 clusters Score -9651465 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -9651512.000000 Penalty: 5389.968262
	Iteration 32Q: 3 clusters Score -9651512 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -9651533.000000 Penalty: 5389.968262
	Iteration 33Q: 3 clusters Score -9651533 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -9651574.000000 Penalty: 5389.968262
	Iteration 34Q: 3 clusters Score -9651574 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -9651604.000000 Penalty: 5389.968262
	Iteration 35Q: 3 clusters Score -9651604 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -9651649.000000 Penalty: 5389.968262
	Iteration 36Q: 3 clusters Score -9651649 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -9651675.000000 Penalty: 5389.968262
	Iteration 37Q: 3 clusters Score -9651675 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -9651696.000000 Penalty: 5389.968262
	Iteration 38Q: 3 clusters Score -9651696 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -9651771.000000 Penalty: 5389.968262
	Iteration 39Q: 3 clusters Score -9651771 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -9651868.000000 Penalty: 5389.968262
	Iteration 40F: 3 clusters Score -9651868 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -9651926.000000 Penalty: 5389.968262
	Iteration 41Q: 3 clusters Score -9651926 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -9652038.000000 Penalty: 5389.968262
	Iteration 42Q: 3 clusters Score -9652038 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -9652066.000000 Penalty: 5389.968262
	Iteration 43Q: 3 clusters Score -9652066 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -9652138.000000 Penalty: 5389.968262
	Iteration 44Q: 3 clusters Score -9652138 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -9652219.000000 Penalty: 5389.968262
	Iteration 45Q: 3 clusters Score -9652219 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -9652261.000000 Penalty: 5389.968262
	Iteration 46Q: 3 clusters Score -9652261 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -9652347.000000 Penalty: 5389.968262
	Iteration 47Q: 3 clusters Score -9652347 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -9652489.000000 Penalty: 5389.968262
	Iteration 48Q: 3 clusters Score -9652489 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -9652571.000000 Penalty: 5389.968262
	Iteration 49Q: 3 clusters Score -9652571 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -9652671.000000 Penalty: 5389.968262
	Iteration 50Q: 3 clusters Score -9652671 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -9652689.000000 Penalty: 5389.968262
	Iteration 51Q: 3 clusters Score -9652689 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -9652619.000000 Penalty: 5389.968262
	Iteration 52Q: 3 clusters Score -9652619 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -9652538.000000 Penalty: 5389.968262
	Iteration 53Q: 3 clusters Score -9652538 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -9652345.000000 Penalty: 5389.968262
	Iteration 54Q: 3 clusters Score -9652345 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -9652071.000000 Penalty: 5389.968262
	Iteration 55Q: 3 clusters Score -9652071 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -9651882.000000 Penalty: 5389.968262
	Iteration 56Q: 3 clusters Score -9651882 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -9651618.000000 Penalty: 5389.968262
	Iteration 57Q: 3 clusters Score -9651618 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -9651301.000000 Penalty: 5389.968262
	Iteration 58Q: 3 clusters Score -9651301 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 49610 members 
Entering Unmasked Estep 
Score: -9650916.000000 Penalty: 5389.968262
	Iteration 59Q: 3 clusters Score -9650916 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -9650835.000000 Penalty: 5389.968262
	Iteration 60F: 3 clusters Score -9650835 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -9650699.000000 Penalty: 5389.968262
	Iteration 61Q: 3 clusters Score -9650699 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -9650521.000000 Penalty: 5389.968262
	Iteration 62Q: 3 clusters Score -9650521 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -9650428.000000 Penalty: 5389.968262
	Iteration 63Q: 3 clusters Score -9650428 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -9650344.000000 Penalty: 5389.968262
	Iteration 64Q: 3 clusters Score -9650344 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -9650216.000000 Penalty: 5389.968262
	Iteration 65Q: 3 clusters Score -9650216 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -9650138.000000 Penalty: 5389.968262
	Iteration 66Q: 3 clusters Score -9650138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -9650104.000000 Penalty: 5389.968262
	Iteration 67Q: 3 clusters Score -9650104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -9650063.000000 Penalty: 5389.968262
	Iteration 68Q: 3 clusters Score -9650063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -9650025.000000 Penalty: 5389.968262
	Iteration 69Q: 3 clusters Score -9650025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -9650002.000000 Penalty: 5389.968262
	Iteration 70Q: 3 clusters Score -9650002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 51698 members 
Entering Unmasked Estep 
Score: -9649987.000000 Penalty: 5389.968262
	Iteration 71Q: 3 clusters Score -9649987 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -9650004.000000 Penalty: 5389.968262
	Iteration 72Q: 3 clusters Score -9650004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -9650002.000000 Penalty: 5389.968262
	Iteration 73Q: 3 clusters Score -9650002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -9650014.000000 Penalty: 5389.968262
	Iteration 74Q: 3 clusters Score -9650014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -9650011.000000 Penalty: 5389.968262
	Iteration 75Q: 3 clusters Score -9650011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 51756 members 
Entering Unmasked Estep 
Score: -9649996.000000 Penalty: 5389.968262
	Iteration 76Q: 3 clusters Score -9649996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -9649990.000000 Penalty: 5389.968262
	Iteration 77Q: 3 clusters Score -9649990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -9649990.000000 Penalty: 5389.968262
	Iteration 78Q: 3 clusters Score -9649990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -9649999.000000 Penalty: 5389.968262
	Iteration 79Q: 3 clusters Score -9649999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -9649994.000000 Penalty: 5389.968262
	Iteration 80F: 3 clusters Score -9649994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -289698.062500 Penalty: 1855.425903
	Iteration 0F: 2 clusters Score -289698.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -287308.656250 Penalty: 3710.851807
	Iteration 0F: 3 clusters Score -287308.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -287972.406250 Penalty: 3710.851807
	Iteration 1F: 3 clusters Score -287972.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -288291.125000 Penalty: 3710.851807
	Iteration 2F: 3 clusters Score -288291.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -288604.343750 Penalty: 3710.851807
	Iteration 3F: 3 clusters Score -288604.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -288878.218750 Penalty: 3710.851807
	Iteration 4F: 3 clusters Score -288878.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -289092.000000 Penalty: 3710.851807
	Iteration 5F: 3 clusters Score -289092 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -289260.031250 Penalty: 3710.851807
	Iteration 6F: 3 clusters Score -289260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -289424.750000 Penalty: 3710.851807
	Iteration 7Q: 3 clusters Score -289424.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -289499.937500 Penalty: 3710.851807
	Iteration 8Q: 3 clusters Score -289499.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -289545.843750 Penalty: 3710.851807
	Iteration 9Q: 3 clusters Score -289545.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -289580.593750 Penalty: 3710.851807
	Iteration 10Q: 3 clusters Score -289580.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -289613.406250 Penalty: 3710.851807
	Iteration 11Q: 3 clusters Score -289613.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -289634.156250 Penalty: 3710.851807
	Iteration 12Q: 3 clusters Score -289634.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -289641.312500 Penalty: 3710.851807
	Iteration 13Q: 3 clusters Score -289641.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -289648.656250 Penalty: 3710.851807
	Iteration 14Q: 3 clusters Score -289648.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -289660.156250 Penalty: 3710.851807
	Iteration 15Q: 3 clusters Score -289660.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -289669.593750 Penalty: 3710.851807
	Iteration 16Q: 3 clusters Score -289669.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -289676.812500 Penalty: 3710.851807
	Iteration 17Q: 3 clusters Score -289676.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -289682.250000 Penalty: 3710.851807
	Iteration 18Q: 3 clusters Score -289682.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -289692.250000 Penalty: 3710.851807
	Iteration 19Q: 3 clusters Score -289692.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -289700.437500 Penalty: 3710.851807
	Iteration 20F: 3 clusters Score -289700.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -289706.531250 Penalty: 3710.851807
	Iteration 21Q: 3 clusters Score -289706.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -289713.437500 Penalty: 3710.851807
	Iteration 22Q: 3 clusters Score -289713.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -289718.718750 Penalty: 3710.851807
	Iteration 23Q: 3 clusters Score -289718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -289721.875000 Penalty: 3710.851807
	Iteration 24Q: 3 clusters Score -289721.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -289724.031250 Penalty: 3710.851807
	Iteration 25Q: 3 clusters Score -289724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -289725.718750 Penalty: 3710.851807
	Iteration 26Q: 3 clusters Score -289725.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -289726.250000 Penalty: 3710.851807
	Iteration 27Q: 3 clusters Score -289726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -289728.343750 Penalty: 3710.851807
	Iteration 28Q: 3 clusters Score -289728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -289728.781250 Penalty: 3710.851807
	Iteration 29Q: 3 clusters Score -289728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -289730.156250 Penalty: 3710.851807
	Iteration 30Q: 3 clusters Score -289730.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -289730.656250 Penalty: 3710.851807
	Iteration 31Q: 3 clusters Score -289730.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -289733.031250 Penalty: 3710.851807
	Iteration 32Q: 3 clusters Score -289733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -289735.687500 Penalty: 3710.851807
	Iteration 33Q: 3 clusters Score -289735.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -289736.468750 Penalty: 3710.851807
	Iteration 34Q: 3 clusters Score -289736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -289736.468750 Penalty: 3710.851807
	Iteration 35F: 3 clusters Score -289736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 49764 members 
Mstep: Class 3 contains 38709 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 46607 members 
Mstep: Class 7 contains 51601 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 48776 members 
Mstep: Class 11 contains 276 members 
Mstep: Class 12 contains 52411 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 19842 members 
Mstep: Class 16 contains 49702 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 78207 members 
Mstep: Class 19 contains 36651 members 
Mstep: Class 20 contains 50825 members 
Mstep: Class 21 contains 57030 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 49796 members 
Mstep: Class 24 contains 1013 members 
Entering Unmasked Estep 
Score: -126825744.000000 Penalty: 80096.007812
Splitting cluster 14 changes total score from -126823552.000000 to -126825744.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (19842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Entering Unmasked Estep 
Score: -3722654.250000 Penalty: 2454.097900
	Iteration 0F: 2 clusters Score -3722654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3708711.500000 Penalty: 4908.195801
	Iteration 0F: 3 clusters Score -3708712 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3713506.250000 Penalty: 4908.195801
	Iteration 1F: 3 clusters Score -3713506 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3713895.750000 Penalty: 4908.195801
	Iteration 2F: 3 clusters Score -3713896 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -3714157.250000 Penalty: 4908.195801
	Iteration 3Q: 3 clusters Score -3714157 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -3714392.750000 Penalty: 4908.195801
	Iteration 4Q: 3 clusters Score -3714393 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3714552.500000 Penalty: 4908.195801
	Iteration 5Q: 3 clusters Score -3714552 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -3714732.500000 Penalty: 4908.195801
	Iteration 6Q: 3 clusters Score -3714732 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3714878.000000 Penalty: 4908.195801
	Iteration 7Q: 3 clusters Score -3714878 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3715027.250000 Penalty: 4908.195801
	Iteration 8Q: 3 clusters Score -3715027 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -3715204.500000 Penalty: 4908.195801
	Iteration 9Q: 3 clusters Score -3715204 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3715419.750000 Penalty: 4908.195801
	Iteration 10Q: 3 clusters Score -3715420 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3715694.250000 Penalty: 4908.195801
	Iteration 11Q: 3 clusters Score -3715694 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3716000.000000 Penalty: 4908.195801
	Iteration 12Q: 3 clusters Score -3716000 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3716444.000000 Penalty: 4908.195801
	Iteration 13Q: 3 clusters Score -3716444 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -3716919.500000 Penalty: 4908.195801
	Iteration 14Q: 3 clusters Score -3716920 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3717420.750000 Penalty: 4908.195801
	Iteration 15Q: 3 clusters Score -3717421 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3717801.250000 Penalty: 4908.195801
	Iteration 16Q: 3 clusters Score -3717801 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3718015.500000 Penalty: 4908.195801
	Iteration 17Q: 3 clusters Score -3718016 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -3718142.750000 Penalty: 4908.195801
	Iteration 18Q: 3 clusters Score -3718143 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3718229.500000 Penalty: 4908.195801
	Iteration 19Q: 3 clusters Score -3718230 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -3718292.250000 Penalty: 4908.195801
	Iteration 20F: 3 clusters Score -3718292 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3718346.250000 Penalty: 4908.195801
	Iteration 21Q: 3 clusters Score -3718346 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3718378.500000 Penalty: 4908.195801
	Iteration 22Q: 3 clusters Score -3718378 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -3718408.000000 Penalty: 4908.195801
	Iteration 23Q: 3 clusters Score -3718408 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -3718429.500000 Penalty: 4908.195801
	Iteration 24Q: 3 clusters Score -3718430 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3718455.500000 Penalty: 4908.195801
	Iteration 25Q: 3 clusters Score -3718456 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3718477.500000 Penalty: 4908.195801
	Iteration 26Q: 3 clusters Score -3718478 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -3718492.750000 Penalty: 4908.195801
	Iteration 27Q: 3 clusters Score -3718493 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3718515.000000 Penalty: 4908.195801
	Iteration 28Q: 3 clusters Score -3718515 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -3718539.000000 Penalty: 4908.195801
	Iteration 29Q: 3 clusters Score -3718539 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3718541.000000 Penalty: 4908.195801
	Iteration 30Q: 3 clusters Score -3718541 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -3718561.250000 Penalty: 4908.195801
	Iteration 31Q: 3 clusters Score -3718561 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3718597.000000 Penalty: 4908.195801
	Iteration 32Q: 3 clusters Score -3718597 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -3718621.000000 Penalty: 4908.195801
	Iteration 33Q: 3 clusters Score -3718621 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -3718652.250000 Penalty: 4908.195801
	Iteration 34Q: 3 clusters Score -3718652 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -3718702.750000 Penalty: 4908.195801
	Iteration 35Q: 3 clusters Score -3718703 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -3718734.000000 Penalty: 4908.195801
	Iteration 36Q: 3 clusters Score -3718734 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3718757.250000 Penalty: 4908.195801
	Iteration 37Q: 3 clusters Score -3718757 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -3718790.250000 Penalty: 4908.195801
	Iteration 38Q: 3 clusters Score -3718790 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3718821.500000 Penalty: 4908.195801
	Iteration 39Q: 3 clusters Score -3718822 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3718844.250000 Penalty: 4908.195801
	Iteration 40F: 3 clusters Score -3718844 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3718866.000000 Penalty: 4908.195801
	Iteration 41Q: 3 clusters Score -3718866 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -3718904.500000 Penalty: 4908.195801
	Iteration 42Q: 3 clusters Score -3718904 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3718910.750000 Penalty: 4908.195801
	Iteration 43Q: 3 clusters Score -3718911 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3718933.000000 Penalty: 4908.195801
	Iteration 44Q: 3 clusters Score -3718933 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3718965.750000 Penalty: 4908.195801
	Iteration 45Q: 3 clusters Score -3718966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3718994.500000 Penalty: 4908.195801
	Iteration 46Q: 3 clusters Score -3718994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3719010.750000 Penalty: 4908.195801
	Iteration 47Q: 3 clusters Score -3719011 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3719024.500000 Penalty: 4908.195801
	Iteration 48Q: 3 clusters Score -3719024 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3719044.000000 Penalty: 4908.195801
	Iteration 49Q: 3 clusters Score -3719044 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3719052.250000 Penalty: 4908.195801
	Iteration 50Q: 3 clusters Score -3719052 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3719071.000000 Penalty: 4908.195801
	Iteration 51Q: 3 clusters Score -3719071 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3719083.000000 Penalty: 4908.195801
	Iteration 52Q: 3 clusters Score -3719083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3719106.250000 Penalty: 4908.195801
	Iteration 53Q: 3 clusters Score -3719106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -3719106.750000 Penalty: 4908.195801
	Iteration 54Q: 3 clusters Score -3719107 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3719131.250000 Penalty: 4908.195801
	Iteration 55Q: 3 clusters Score -3719131 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3719160.500000 Penalty: 4908.195801
	Iteration 56Q: 3 clusters Score -3719160 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3719197.250000 Penalty: 4908.195801
	Iteration 57Q: 3 clusters Score -3719197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3719217.750000 Penalty: 4908.195801
	Iteration 58Q: 3 clusters Score -3719218 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -3719236.500000 Penalty: 4908.195801
	Iteration 59Q: 3 clusters Score -3719236 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3719245.000000 Penalty: 4908.195801
	Iteration 60F: 3 clusters Score -3719245 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -3719260.000000 Penalty: 4908.195801
	Iteration 61Q: 3 clusters Score -3719260 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -3719282.250000 Penalty: 4908.195801
	Iteration 62Q: 3 clusters Score -3719282 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3719310.000000 Penalty: 4908.195801
	Iteration 63Q: 3 clusters Score -3719310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -3719334.750000 Penalty: 4908.195801
	Iteration 64Q: 3 clusters Score -3719335 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3719364.500000 Penalty: 4908.195801
	Iteration 65Q: 3 clusters Score -3719364 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3719398.500000 Penalty: 4908.195801
	Iteration 66Q: 3 clusters Score -3719398 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -3719434.500000 Penalty: 4908.195801
	Iteration 67Q: 3 clusters Score -3719434 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -3719452.500000 Penalty: 4908.195801
	Iteration 68Q: 3 clusters Score -3719452 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -3719478.500000 Penalty: 4908.195801
	Iteration 69Q: 3 clusters Score -3719478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3719497.250000 Penalty: 4908.195801
	Iteration 70Q: 3 clusters Score -3719497 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -3719530.250000 Penalty: 4908.195801
	Iteration 71Q: 3 clusters Score -3719530 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3719548.000000 Penalty: 4908.195801
	Iteration 72Q: 3 clusters Score -3719548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3719582.750000 Penalty: 4908.195801
	Iteration 73Q: 3 clusters Score -3719583 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3719602.250000 Penalty: 4908.195801
	Iteration 74Q: 3 clusters Score -3719602 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3719617.750000 Penalty: 4908.195801
	Iteration 75Q: 3 clusters Score -3719618 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3719632.500000 Penalty: 4908.195801
	Iteration 76Q: 3 clusters Score -3719632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3719650.750000 Penalty: 4908.195801
	Iteration 77Q: 3 clusters Score -3719651 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -3719667.250000 Penalty: 4908.195801
	Iteration 78Q: 3 clusters Score -3719667 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -3719688.250000 Penalty: 4908.195801
	Iteration 79Q: 3 clusters Score -3719688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -3719704.500000 Penalty: 4908.195801
	Iteration 80F: 3 clusters Score -3719704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3719717.500000 Penalty: 4908.195801
	Iteration 81Q: 3 clusters Score -3719718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -3719733.750000 Penalty: 4908.195801
	Iteration 82Q: 3 clusters Score -3719734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -3719755.500000 Penalty: 4908.195801
	Iteration 83Q: 3 clusters Score -3719756 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -3719772.750000 Penalty: 4908.195801
	Iteration 84Q: 3 clusters Score -3719773 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3719800.000000 Penalty: 4908.195801
	Iteration 85Q: 3 clusters Score -3719800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3719804.250000 Penalty: 4908.195801
	Iteration 86Q: 3 clusters Score -3719804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3719817.750000 Penalty: 4908.195801
	Iteration 87Q: 3 clusters Score -3719818 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -3719840.750000 Penalty: 4908.195801
	Iteration 88Q: 3 clusters Score -3719841 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -3719871.000000 Penalty: 4908.195801
	Iteration 89Q: 3 clusters Score -3719871 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3719895.000000 Penalty: 4908.195801
	Iteration 90Q: 3 clusters Score -3719895 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3719938.500000 Penalty: 4908.195801
	Iteration 91Q: 3 clusters Score -3719938 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -3719968.500000 Penalty: 4908.195801
	Iteration 92Q: 3 clusters Score -3719968 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -3719999.250000 Penalty: 4908.195801
	Iteration 93Q: 3 clusters Score -3719999 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3720021.500000 Penalty: 4908.195801
	Iteration 94Q: 3 clusters Score -3720022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -3720034.500000 Penalty: 4908.195801
	Iteration 95Q: 3 clusters Score -3720034 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3720043.250000 Penalty: 4908.195801
	Iteration 96Q: 3 clusters Score -3720043 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3720062.750000 Penalty: 4908.195801
	Iteration 97Q: 3 clusters Score -3720063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3720079.500000 Penalty: 4908.195801
	Iteration 98Q: 3 clusters Score -3720080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -3720104.750000 Penalty: 4908.195801
	Iteration 99Q: 3 clusters Score -3720105 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -3720109.500000 Penalty: 4908.195801
	Iteration 100F: 3 clusters Score -3720110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3720126.750000 Penalty: 4908.195801
	Iteration 101Q: 3 clusters Score -3720127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3720137.250000 Penalty: 4908.195801
	Iteration 102Q: 3 clusters Score -3720137 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -3720156.500000 Penalty: 4908.195801
	Iteration 103Q: 3 clusters Score -3720156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -3720170.000000 Penalty: 4908.195801
	Iteration 104Q: 3 clusters Score -3720170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -3720177.000000 Penalty: 4908.195801
	Iteration 105Q: 3 clusters Score -3720177 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -3720187.500000 Penalty: 4908.195801
	Iteration 106Q: 3 clusters Score -3720188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3720196.500000 Penalty: 4908.195801
	Iteration 107Q: 3 clusters Score -3720196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -3720209.750000 Penalty: 4908.195801
	Iteration 108Q: 3 clusters Score -3720210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -3720223.250000 Penalty: 4908.195801
	Iteration 109Q: 3 clusters Score -3720223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -3720238.750000 Penalty: 4908.195801
	Iteration 110Q: 3 clusters Score -3720239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3720248.500000 Penalty: 4908.195801
	Iteration 111Q: 3 clusters Score -3720248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -3720258.000000 Penalty: 4908.195801
	Iteration 112Q: 3 clusters Score -3720258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3720267.750000 Penalty: 4908.195801
	Iteration 113Q: 3 clusters Score -3720268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -3720272.750000 Penalty: 4908.195801
	Iteration 114Q: 3 clusters Score -3720273 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -3720289.500000 Penalty: 4908.195801
	Iteration 115Q: 3 clusters Score -3720290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -3720306.500000 Penalty: 4908.195801
	Iteration 116Q: 3 clusters Score -3720306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3720308.750000 Penalty: 4908.195801
	Iteration 117Q: 3 clusters Score -3720309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3720311.250000 Penalty: 4908.195801
	Iteration 118Q: 3 clusters Score -3720311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3720326.000000 Penalty: 4908.195801
	Iteration 119Q: 3 clusters Score -3720326 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3720334.500000 Penalty: 4908.195801
	Iteration 120F: 3 clusters Score -3720334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3720341.250000 Penalty: 4908.195801
	Iteration 121Q: 3 clusters Score -3720341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3720340.750000 Penalty: 4908.195801
	Iteration 122Q: 3 clusters Score -3720341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3720346.500000 Penalty: 4908.195801
	Iteration 123Q: 3 clusters Score -3720346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -3720350.000000 Penalty: 4908.195801
	Iteration 124Q: 3 clusters Score -3720350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -3720355.500000 Penalty: 4908.195801
	Iteration 125Q: 3 clusters Score -3720356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3720357.000000 Penalty: 4908.195801
	Iteration 126Q: 3 clusters Score -3720357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -3720352.000000 Penalty: 4908.195801
	Iteration 127Q: 3 clusters Score -3720352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -3720356.750000 Penalty: 4908.195801
	Iteration 128Q: 3 clusters Score -3720357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -3720359.250000 Penalty: 4908.195801
	Iteration 129Q: 3 clusters Score -3720359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -3720361.750000 Penalty: 4908.195801
	Iteration 130Q: 3 clusters Score -3720362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3720369.750000 Penalty: 4908.195801
	Iteration 131Q: 3 clusters Score -3720370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3720373.500000 Penalty: 4908.195801
	Iteration 132Q: 3 clusters Score -3720374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -3720374.500000 Penalty: 4908.195801
	Iteration 133Q: 3 clusters Score -3720374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -3720385.000000 Penalty: 4908.195801
	Iteration 134Q: 3 clusters Score -3720385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3720391.750000 Penalty: 4908.195801
	Iteration 135Q: 3 clusters Score -3720392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -3720387.000000 Penalty: 4908.195801
	Iteration 136Q: 3 clusters Score -3720387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3720390.750000 Penalty: 4908.195801
	Iteration 137Q: 3 clusters Score -3720391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -3720397.500000 Penalty: 4908.195801
	Iteration 138Q: 3 clusters Score -3720398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3720395.500000 Penalty: 4908.195801
	Iteration 139Q: 3 clusters Score -3720396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -3720400.000000 Penalty: 4908.195801
	Iteration 140F: 3 clusters Score -3720400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -3720399.750000 Penalty: 4908.195801
	Iteration 141Q: 3 clusters Score -3720400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3720401.250000 Penalty: 4908.195801
	Iteration 142Q: 3 clusters Score -3720401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3720401.750000 Penalty: 4908.195801
	Iteration 143Q: 3 clusters Score -3720402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -3720398.250000 Penalty: 4908.195801
	Iteration 144Q: 3 clusters Score -3720398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -3720402.750000 Penalty: 4908.195801
	Iteration 145Q: 3 clusters Score -3720403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3720408.000000 Penalty: 4908.195801
	Iteration 146Q: 3 clusters Score -3720408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -3720412.250000 Penalty: 4908.195801
	Iteration 147Q: 3 clusters Score -3720412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3720414.250000 Penalty: 4908.195801
	Iteration 148Q: 3 clusters Score -3720414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3720411.250000 Penalty: 4908.195801
	Iteration 149Q: 3 clusters Score -3720411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3720411.250000 Penalty: 4908.195801
	Iteration 150Q: 3 clusters Score -3720411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3720414.500000 Penalty: 4908.195801
	Iteration 151Q: 3 clusters Score -3720414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3720418.500000 Penalty: 4908.195801
	Iteration 152Q: 3 clusters Score -3720418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3720425.250000 Penalty: 4908.195801
	Iteration 153Q: 3 clusters Score -3720425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3720426.000000 Penalty: 4908.195801
	Iteration 154Q: 3 clusters Score -3720426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3720426.250000 Penalty: 4908.195801
	Iteration 155Q: 3 clusters Score -3720426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -3720426.250000 Penalty: 4908.195801
	Iteration 156F: 3 clusters Score -3720426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Entering Unmasked Estep 
Score: -9143409.000000 Penalty: 2681.822510
	Iteration 0F: 2 clusters Score -9143409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -9112975.000000 Penalty: 5363.645020
	Iteration 0F: 3 clusters Score -9112975 nChanged 22729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -9125863.000000 Penalty: 5363.645020
	Iteration 1F: 3 clusters Score -9125863 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -9127149.000000 Penalty: 5363.645020
	Iteration 2Q: 3 clusters Score -9127149 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -9128733.000000 Penalty: 5363.645020
	Iteration 3F: 3 clusters Score -9128733 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -9130999.000000 Penalty: 5363.645020
	Iteration 4F: 3 clusters Score -9130999 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -9134106.000000 Penalty: 5363.645020
	Iteration 5F: 3 clusters Score -9134106 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -9137363.000000 Penalty: 5363.645020
	Iteration 6F: 3 clusters Score -9137363 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -9139750.000000 Penalty: 5363.645020
	Iteration 7F: 3 clusters Score -9139750 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -9140938.000000 Penalty: 5363.645020
	Iteration 8Q: 3 clusters Score -9140938 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -9141521.000000 Penalty: 5363.645020
	Iteration 9Q: 3 clusters Score -9141521 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -9141981.000000 Penalty: 5363.645020
	Iteration 10Q: 3 clusters Score -9141981 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -9142266.000000 Penalty: 5363.645020
	Iteration 11Q: 3 clusters Score -9142266 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -9142526.000000 Penalty: 5363.645020
	Iteration 12Q: 3 clusters Score -9142526 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -9142706.000000 Penalty: 5363.645020
	Iteration 13Q: 3 clusters Score -9142706 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -9142898.000000 Penalty: 5363.645020
	Iteration 14Q: 3 clusters Score -9142898 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -9143055.000000 Penalty: 5363.645020
	Iteration 15Q: 3 clusters Score -9143055 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -9143185.000000 Penalty: 5363.645020
	Iteration 16Q: 3 clusters Score -9143185 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -9143318.000000 Penalty: 5363.645020
	Iteration 17Q: 3 clusters Score -9143318 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -9143397.000000 Penalty: 5363.645020
	Iteration 18Q: 3 clusters Score -9143397 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -9143472.000000 Penalty: 5363.645020
	Iteration 19Q: 3 clusters Score -9143472 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -9143506.000000 Penalty: 5363.645020
	Iteration 20F: 3 clusters Score -9143506 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -9143566.000000 Penalty: 5363.645020
	Iteration 21Q: 3 clusters Score -9143566 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -9143623.000000 Penalty: 5363.645020
	Iteration 22Q: 3 clusters Score -9143623 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -9143659.000000 Penalty: 5363.645020
	Iteration 23Q: 3 clusters Score -9143659 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -9143654.000000 Penalty: 5363.645020
	Iteration 24Q: 3 clusters Score -9143654 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -9143501.000000 Penalty: 5363.645020
	Iteration 25Q: 3 clusters Score -9143501 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -9143296.000000 Penalty: 5363.645020
	Iteration 26Q: 3 clusters Score -9143296 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9143089.000000 Penalty: 5363.645020
	Iteration 27Q: 3 clusters Score -9143089 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -9142910.000000 Penalty: 5363.645020
	Iteration 28Q: 3 clusters Score -9142910 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -9142774.000000 Penalty: 5363.645020
	Iteration 29Q: 3 clusters Score -9142774 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9142660.000000 Penalty: 5363.645020
	Iteration 30Q: 3 clusters Score -9142660 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9142560.000000 Penalty: 5363.645020
	Iteration 31Q: 3 clusters Score -9142560 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -9142482.000000 Penalty: 5363.645020
	Iteration 32Q: 3 clusters Score -9142482 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -9142395.000000 Penalty: 5363.645020
	Iteration 33Q: 3 clusters Score -9142395 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9142321.000000 Penalty: 5363.645020
	Iteration 34Q: 3 clusters Score -9142321 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9142259.000000 Penalty: 5363.645020
	Iteration 35Q: 3 clusters Score -9142259 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9142266.000000 Penalty: 5363.645020
	Iteration 36Q: 3 clusters Score -9142266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9142241.000000 Penalty: 5363.645020
	Iteration 37Q: 3 clusters Score -9142241 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9142208.000000 Penalty: 5363.645020
	Iteration 38Q: 3 clusters Score -9142208 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9142177.000000 Penalty: 5363.645020
	Iteration 39Q: 3 clusters Score -9142177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9142183.000000 Penalty: 5363.645020
	Iteration 40F: 3 clusters Score -9142183 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9142150.000000 Penalty: 5363.645020
	Iteration 41Q: 3 clusters Score -9142150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9142130.000000 Penalty: 5363.645020
	Iteration 42Q: 3 clusters Score -9142130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9142101.000000 Penalty: 5363.645020
	Iteration 43Q: 3 clusters Score -9142101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9142067.000000 Penalty: 5363.645020
	Iteration 44Q: 3 clusters Score -9142067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9142054.000000 Penalty: 5363.645020
	Iteration 45Q: 3 clusters Score -9142054 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9142043.000000 Penalty: 5363.645020
	Iteration 46Q: 3 clusters Score -9142043 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9142012.000000 Penalty: 5363.645020
	Iteration 47Q: 3 clusters Score -9142012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9141993.000000 Penalty: 5363.645020
	Iteration 48Q: 3 clusters Score -9141993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9141995.000000 Penalty: 5363.645020
	Iteration 49Q: 3 clusters Score -9141995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9141966.000000 Penalty: 5363.645020
	Iteration 50Q: 3 clusters Score -9141966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9141960.000000 Penalty: 5363.645020
	Iteration 51Q: 3 clusters Score -9141960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9141942.000000 Penalty: 5363.645020
	Iteration 52Q: 3 clusters Score -9141942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9141945.000000 Penalty: 5363.645020
	Iteration 53Q: 3 clusters Score -9141945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9141935.000000 Penalty: 5363.645020
	Iteration 54Q: 3 clusters Score -9141935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9141931.000000 Penalty: 5363.645020
	Iteration 55Q: 3 clusters Score -9141931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9141923.000000 Penalty: 5363.645020
	Iteration 56Q: 3 clusters Score -9141923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9141904.000000 Penalty: 5363.645020
	Iteration 57Q: 3 clusters Score -9141904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9141906.000000 Penalty: 5363.645020
	Iteration 58Q: 3 clusters Score -9141906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9141903.000000 Penalty: 5363.645020
	Iteration 59Q: 3 clusters Score -9141903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9141905.000000 Penalty: 5363.645020
	Iteration 60F: 3 clusters Score -9141905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9141917.000000 Penalty: 5363.645020
	Iteration 61Q: 3 clusters Score -9141917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9141917.000000 Penalty: 5363.645020
	Iteration 62Q: 3 clusters Score -9141917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9141917.000000 Penalty: 5363.645020
	Iteration 63F: 3 clusters Score -9141917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78207 members 
Entering Unmasked Estep 
Score: -14556091.000000 Penalty: 2794.244385
	Iteration 0F: 2 clusters Score -1.455609e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -14528753.000000 Penalty: 5588.488770
	Iteration 0F: 3 clusters Score -1.452875e+07 nChanged 36646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -14549628.000000 Penalty: 5588.488770
	Iteration 1F: 3 clusters Score -1.454963e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -14550124.000000 Penalty: 5588.488770
	Iteration 2Q: 3 clusters Score -1.455012e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -14550698.000000 Penalty: 5588.488770
	Iteration 3Q: 3 clusters Score -1.45507e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -14551364.000000 Penalty: 5588.488770
	Iteration 4Q: 3 clusters Score -1.455136e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -14552027.000000 Penalty: 5588.488770
	Iteration 5Q: 3 clusters Score -1.455203e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -14552958.000000 Penalty: 5588.488770
	Iteration 6Q: 3 clusters Score -1.455296e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -14554558.000000 Penalty: 5588.488770
	Iteration 7F: 3 clusters Score -1.455456e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -14557318.000000 Penalty: 5588.488770
	Iteration 8F: 3 clusters Score -1.455732e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -14560924.000000 Penalty: 5588.488770
	Iteration 9F: 3 clusters Score -1.456092e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -14563798.000000 Penalty: 5588.488770
	Iteration 10F: 3 clusters Score -1.45638e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -14565362.000000 Penalty: 5588.488770
	Iteration 11Q: 3 clusters Score -1.456536e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -14565965.000000 Penalty: 5588.488770
	Iteration 12Q: 3 clusters Score -1.456596e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -14566339.000000 Penalty: 5588.488770
	Iteration 13Q: 3 clusters Score -1.456634e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -14566599.000000 Penalty: 5588.488770
	Iteration 14Q: 3 clusters Score -1.45666e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -14566807.000000 Penalty: 5588.488770
	Iteration 15Q: 3 clusters Score -1.456681e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -14566953.000000 Penalty: 5588.488770
	Iteration 16Q: 3 clusters Score -1.456695e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -14567026.000000 Penalty: 5588.488770
	Iteration 17Q: 3 clusters Score -1.456703e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -14567198.000000 Penalty: 5588.488770
	Iteration 18Q: 3 clusters Score -1.45672e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -14567316.000000 Penalty: 5588.488770
	Iteration 19Q: 3 clusters Score -1.456732e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -14567448.000000 Penalty: 5588.488770
	Iteration 20F: 3 clusters Score -1.456745e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -14567600.000000 Penalty: 5588.488770
	Iteration 21Q: 3 clusters Score -1.45676e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -14567805.000000 Penalty: 5588.488770
	Iteration 22Q: 3 clusters Score -1.45678e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -14567957.000000 Penalty: 5588.488770
	Iteration 23Q: 3 clusters Score -1.456796e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -14567978.000000 Penalty: 5588.488770
	Iteration 24Q: 3 clusters Score -1.456798e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -14567953.000000 Penalty: 5588.488770
	Iteration 25Q: 3 clusters Score -1.456795e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -14567929.000000 Penalty: 5588.488770
	Iteration 26Q: 3 clusters Score -1.456793e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -14567706.000000 Penalty: 5588.488770
	Iteration 27Q: 3 clusters Score -1.456771e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 47117 members 
Entering Unmasked Estep 
Score: -14567587.000000 Penalty: 5588.488770
	Iteration 28Q: 3 clusters Score -1.456759e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -14567406.000000 Penalty: 5588.488770
	Iteration 29Q: 3 clusters Score -1.456741e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -14567265.000000 Penalty: 5588.488770
	Iteration 30Q: 3 clusters Score -1.456726e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -14566991.000000 Penalty: 5588.488770
	Iteration 31Q: 3 clusters Score -1.456699e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -14566785.000000 Penalty: 5588.488770
	Iteration 32Q: 3 clusters Score -1.456678e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -14566725.000000 Penalty: 5588.488770
	Iteration 33Q: 3 clusters Score -1.456672e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -14566761.000000 Penalty: 5588.488770
	Iteration 34Q: 3 clusters Score -1.456676e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -14566776.000000 Penalty: 5588.488770
	Iteration 35Q: 3 clusters Score -1.456678e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -14566928.000000 Penalty: 5588.488770
	Iteration 36Q: 3 clusters Score -1.456693e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 49126 members 
Entering Unmasked Estep 
Score: -14567115.000000 Penalty: 5588.488770
	Iteration 37Q: 3 clusters Score -1.456712e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -14567337.000000 Penalty: 5588.488770
	Iteration 38Q: 3 clusters Score -1.456734e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -14567473.000000 Penalty: 5588.488770
	Iteration 39Q: 3 clusters Score -1.456747e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -14567707.000000 Penalty: 5588.488770
	Iteration 40F: 3 clusters Score -1.456771e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -14567784.000000 Penalty: 5588.488770
	Iteration 41Q: 3 clusters Score -1.456778e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -14567867.000000 Penalty: 5588.488770
	Iteration 42Q: 3 clusters Score -1.456787e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -14567855.000000 Penalty: 5588.488770
	Iteration 43Q: 3 clusters Score -1.456786e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -14567958.000000 Penalty: 5588.488770
	Iteration 44Q: 3 clusters Score -1.456796e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -14568071.000000 Penalty: 5588.488770
	Iteration 45Q: 3 clusters Score -1.456807e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -14568221.000000 Penalty: 5588.488770
	Iteration 46Q: 3 clusters Score -1.456822e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -14568359.000000 Penalty: 5588.488770
	Iteration 47Q: 3 clusters Score -1.456836e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -14568420.000000 Penalty: 5588.488770
	Iteration 48Q: 3 clusters Score -1.456842e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -14568475.000000 Penalty: 5588.488770
	Iteration 49Q: 3 clusters Score -1.456848e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -14568584.000000 Penalty: 5588.488770
	Iteration 50Q: 3 clusters Score -1.456858e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -14568637.000000 Penalty: 5588.488770
	Iteration 51Q: 3 clusters Score -1.456864e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -14568724.000000 Penalty: 5588.488770
	Iteration 52Q: 3 clusters Score -1.456872e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -14568765.000000 Penalty: 5588.488770
	Iteration 53Q: 3 clusters Score -1.456876e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -14568864.000000 Penalty: 5588.488770
	Iteration 54Q: 3 clusters Score -1.456886e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -14568934.000000 Penalty: 5588.488770
	Iteration 55Q: 3 clusters Score -1.456893e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -14569037.000000 Penalty: 5588.488770
	Iteration 56Q: 3 clusters Score -1.456904e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -14569106.000000 Penalty: 5588.488770
	Iteration 57Q: 3 clusters Score -1.456911e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -14569199.000000 Penalty: 5588.488770
	Iteration 58Q: 3 clusters Score -1.45692e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -14569286.000000 Penalty: 5588.488770
	Iteration 59Q: 3 clusters Score -1.456929e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -14569312.000000 Penalty: 5588.488770
	Iteration 60F: 3 clusters Score -1.456931e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -14569304.000000 Penalty: 5588.488770
	Iteration 61Q: 3 clusters Score -1.45693e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -14569315.000000 Penalty: 5588.488770
	Iteration 62Q: 3 clusters Score -1.456932e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -14569306.000000 Penalty: 5588.488770
	Iteration 63Q: 3 clusters Score -1.456931e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -14569340.000000 Penalty: 5588.488770
	Iteration 64Q: 3 clusters Score -1.456934e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -14569315.000000 Penalty: 5588.488770
	Iteration 65Q: 3 clusters Score -1.456932e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -14569307.000000 Penalty: 5588.488770
	Iteration 66Q: 3 clusters Score -1.456931e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -14569281.000000 Penalty: 5588.488770
	Iteration 67Q: 3 clusters Score -1.456928e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -14569320.000000 Penalty: 5588.488770
	Iteration 68Q: 3 clusters Score -1.456932e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -14569295.000000 Penalty: 5588.488770
	Iteration 69Q: 3 clusters Score -1.45693e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -14569302.000000 Penalty: 5588.488770
	Iteration 70Q: 3 clusters Score -1.45693e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -14569238.000000 Penalty: 5588.488770
	Iteration 71Q: 3 clusters Score -1.456924e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -14569259.000000 Penalty: 5588.488770
	Iteration 72Q: 3 clusters Score -1.456926e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -14569215.000000 Penalty: 5588.488770
	Iteration 73Q: 3 clusters Score -1.456922e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -14569214.000000 Penalty: 5588.488770
	Iteration 74Q: 3 clusters Score -1.456921e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -14569216.000000 Penalty: 5588.488770
	Iteration 75Q: 3 clusters Score -1.456922e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -14569203.000000 Penalty: 5588.488770
	Iteration 76Q: 3 clusters Score -1.45692e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -14569221.000000 Penalty: 5588.488770
	Iteration 77Q: 3 clusters Score -1.456922e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -14569167.000000 Penalty: 5588.488770
	Iteration 78Q: 3 clusters Score -1.456917e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -14569174.000000 Penalty: 5588.488770
	Iteration 79Q: 3 clusters Score -1.456917e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -14569100.000000 Penalty: 5588.488770
	Iteration 80F: 3 clusters Score -1.45691e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -14569097.000000 Penalty: 5588.488770
	Iteration 81Q: 3 clusters Score -1.45691e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -14569105.000000 Penalty: 5588.488770
	Iteration 82Q: 3 clusters Score -1.45691e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -14569061.000000 Penalty: 5588.488770
	Iteration 83Q: 3 clusters Score -1.456906e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -14569096.000000 Penalty: 5588.488770
	Iteration 84Q: 3 clusters Score -1.45691e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -14569078.000000 Penalty: 5588.488770
	Iteration 85Q: 3 clusters Score -1.456908e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -14569083.000000 Penalty: 5588.488770
	Iteration 86Q: 3 clusters Score -1.456908e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -14569024.000000 Penalty: 5588.488770
	Iteration 87Q: 3 clusters Score -1.456902e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -14569065.000000 Penalty: 5588.488770
	Iteration 88Q: 3 clusters Score -1.456906e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -14569080.000000 Penalty: 5588.488770
	Iteration 89Q: 3 clusters Score -1.456908e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.45691e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -14569081.000000 Penalty: 5588.488770
	Iteration 91Q: 3 clusters Score -1.456908e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -14569076.000000 Penalty: 5588.488770
	Iteration 92Q: 3 clusters Score -1.456908e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -14569095.000000 Penalty: 5588.488770
	Iteration 93Q: 3 clusters Score -1.45691e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -14569057.000000 Penalty: 5588.488770
	Iteration 94Q: 3 clusters Score -1.456906e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -14569070.000000 Penalty: 5588.488770
	Iteration 95Q: 3 clusters Score -1.456907e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -14569031.000000 Penalty: 5588.488770
	Iteration 96Q: 3 clusters Score -1.456903e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -14569031.000000 Penalty: 5588.488770
	Iteration 97Q: 3 clusters Score -1.456903e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -14569007.000000 Penalty: 5588.488770
	Iteration 98Q: 3 clusters Score -1.456901e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -14569022.000000 Penalty: 5588.488770
	Iteration 99Q: 3 clusters Score -1.456902e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -14569027.000000 Penalty: 5588.488770
	Iteration 100F: 3 clusters Score -1.456903e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -14568994.000000 Penalty: 5588.488770
	Iteration 101Q: 3 clusters Score -1.456899e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -14568991.000000 Penalty: 5588.488770
	Iteration 102Q: 3 clusters Score -1.456899e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -14568975.000000 Penalty: 5588.488770
	Iteration 103Q: 3 clusters Score -1.456898e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -14568926.000000 Penalty: 5588.488770
	Iteration 104Q: 3 clusters Score -1.456893e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -14568889.000000 Penalty: 5588.488770
	Iteration 105Q: 3 clusters Score -1.456889e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -14568859.000000 Penalty: 5588.488770
	Iteration 106Q: 3 clusters Score -1.456886e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -14568866.000000 Penalty: 5588.488770
	Iteration 107Q: 3 clusters Score -1.456887e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -14568872.000000 Penalty: 5588.488770
	Iteration 108Q: 3 clusters Score -1.456887e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -14568850.000000 Penalty: 5588.488770
	Iteration 109Q: 3 clusters Score -1.456885e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -14568843.000000 Penalty: 5588.488770
	Iteration 110Q: 3 clusters Score -1.456884e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -14568861.000000 Penalty: 5588.488770
	Iteration 111Q: 3 clusters Score -1.456886e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -14568871.000000 Penalty: 5588.488770
	Iteration 112Q: 3 clusters Score -1.456887e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -14568872.000000 Penalty: 5588.488770
	Iteration 113Q: 3 clusters Score -1.456887e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -14568859.000000 Penalty: 5588.488770
	Iteration 114Q: 3 clusters Score -1.456886e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -14568843.000000 Penalty: 5588.488770
	Iteration 115Q: 3 clusters Score -1.456884e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -14568840.000000 Penalty: 5588.488770
	Iteration 116Q: 3 clusters Score -1.456884e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -14568852.000000 Penalty: 5588.488770
	Iteration 117Q: 3 clusters Score -1.456885e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -14568859.000000 Penalty: 5588.488770
	Iteration 118Q: 3 clusters Score -1.456886e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -14568860.000000 Penalty: 5588.488770
	Iteration 119Q: 3 clusters Score -1.456886e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -14568862.000000 Penalty: 5588.488770
	Iteration 120F: 3 clusters Score -1.456886e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -14568855.000000 Penalty: 5588.488770
	Iteration 121Q: 3 clusters Score -1.456886e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -14568829.000000 Penalty: 5588.488770
	Iteration 122Q: 3 clusters Score -1.456883e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -14568794.000000 Penalty: 5588.488770
	Iteration 123Q: 3 clusters Score -1.456879e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -14568785.000000 Penalty: 5588.488770
	Iteration 124Q: 3 clusters Score -1.456878e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -14568780.000000 Penalty: 5588.488770
	Iteration 125Q: 3 clusters Score -1.456878e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -14568770.000000 Penalty: 5588.488770
	Iteration 126Q: 3 clusters Score -1.456877e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -14568750.000000 Penalty: 5588.488770
	Iteration 127Q: 3 clusters Score -1.456875e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -14568776.000000 Penalty: 5588.488770
	Iteration 128Q: 3 clusters Score -1.456878e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -14568771.000000 Penalty: 5588.488770
	Iteration 129Q: 3 clusters Score -1.456877e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -14568799.000000 Penalty: 5588.488770
	Iteration 130Q: 3 clusters Score -1.45688e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -14568790.000000 Penalty: 5588.488770
	Iteration 131Q: 3 clusters Score -1.456879e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -14568811.000000 Penalty: 5588.488770
	Iteration 132Q: 3 clusters Score -1.456881e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -14568802.000000 Penalty: 5588.488770
	Iteration 133Q: 3 clusters Score -1.45688e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -14568797.000000 Penalty: 5588.488770
	Iteration 134Q: 3 clusters Score -1.45688e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -14568772.000000 Penalty: 5588.488770
	Iteration 135Q: 3 clusters Score -1.456877e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -14568764.000000 Penalty: 5588.488770
	Iteration 136Q: 3 clusters Score -1.456876e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -14568766.000000 Penalty: 5588.488770
	Iteration 137Q: 3 clusters Score -1.456877e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -14568783.000000 Penalty: 5588.488770
	Iteration 138Q: 3 clusters Score -1.456878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -14568782.000000 Penalty: 5588.488770
	Iteration 139Q: 3 clusters Score -1.456878e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -14568778.000000 Penalty: 5588.488770
	Iteration 140F: 3 clusters Score -1.456878e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -14568765.000000 Penalty: 5588.488770
	Iteration 141Q: 3 clusters Score -1.456876e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -14568769.000000 Penalty: 5588.488770
	Iteration 142Q: 3 clusters Score -1.456877e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -14568746.000000 Penalty: 5588.488770
	Iteration 143Q: 3 clusters Score -1.456875e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -14568725.000000 Penalty: 5588.488770
	Iteration 144Q: 3 clusters Score -1.456872e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.456875e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -14568731.000000 Penalty: 5588.488770
	Iteration 146Q: 3 clusters Score -1.456873e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -14568738.000000 Penalty: 5588.488770
	Iteration 147Q: 3 clusters Score -1.456874e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -14568731.000000 Penalty: 5588.488770
	Iteration 148Q: 3 clusters Score -1.456873e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -14568722.000000 Penalty: 5588.488770
	Iteration 149Q: 3 clusters Score -1.456872e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -14568713.000000 Penalty: 5588.488770
	Iteration 150Q: 3 clusters Score -1.456871e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -14568740.000000 Penalty: 5588.488770
	Iteration 151Q: 3 clusters Score -1.456874e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -14568734.000000 Penalty: 5588.488770
	Iteration 152Q: 3 clusters Score -1.456873e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -14568740.000000 Penalty: 5588.488770
	Iteration 153Q: 3 clusters Score -1.456874e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -14568735.000000 Penalty: 5588.488770
	Iteration 154Q: 3 clusters Score -1.456874e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -14568750.000000 Penalty: 5588.488770
	Iteration 155Q: 3 clusters Score -1.456875e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -14568724.000000 Penalty: 5588.488770
	Iteration 156Q: 3 clusters Score -1.456872e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -14568733.000000 Penalty: 5588.488770
	Iteration 157Q: 3 clusters Score -1.456873e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -14568713.000000 Penalty: 5588.488770
	Iteration 158Q: 3 clusters Score -1.456871e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -14568686.000000 Penalty: 5588.488770
	Iteration 159Q: 3 clusters Score -1.456869e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -14568670.000000 Penalty: 5588.488770
	Iteration 160F: 3 clusters Score -1.456867e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -14568699.000000 Penalty: 5588.488770
	Iteration 161Q: 3 clusters Score -1.45687e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -14568688.000000 Penalty: 5588.488770
	Iteration 162Q: 3 clusters Score -1.456869e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -14568689.000000 Penalty: 5588.488770
	Iteration 163Q: 3 clusters Score -1.456869e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -14568694.000000 Penalty: 5588.488770
	Iteration 164Q: 3 clusters Score -1.456869e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -14568706.000000 Penalty: 5588.488770
	Iteration 165Q: 3 clusters Score -1.456871e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -14568714.000000 Penalty: 5588.488770
	Iteration 166Q: 3 clusters Score -1.456871e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -14568721.000000 Penalty: 5588.488770
	Iteration 167Q: 3 clusters Score -1.456872e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -14568735.000000 Penalty: 5588.488770
	Iteration 168Q: 3 clusters Score -1.456874e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -14568734.000000 Penalty: 5588.488770
	Iteration 169Q: 3 clusters Score -1.456873e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -14568729.000000 Penalty: 5588.488770
	Iteration 170Q: 3 clusters Score -1.456873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -14568728.000000 Penalty: 5588.488770
	Iteration 171Q: 3 clusters Score -1.456873e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -14568743.000000 Penalty: 5588.488770
	Iteration 172Q: 3 clusters Score -1.456874e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -14568761.000000 Penalty: 5588.488770
	Iteration 173Q: 3 clusters Score -1.456876e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -14568778.000000 Penalty: 5588.488770
	Iteration 174Q: 3 clusters Score -1.456878e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -14568775.000000 Penalty: 5588.488770
	Iteration 175Q: 3 clusters Score -1.456878e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -14568758.000000 Penalty: 5588.488770
	Iteration 176Q: 3 clusters Score -1.456876e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -14568767.000000 Penalty: 5588.488770
	Iteration 177Q: 3 clusters Score -1.456877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -14568772.000000 Penalty: 5588.488770
	Iteration 178Q: 3 clusters Score -1.456877e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -14568779.000000 Penalty: 5588.488770
	Iteration 179Q: 3 clusters Score -1.456878e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -14568780.000000 Penalty: 5588.488770
	Iteration 180F: 3 clusters Score -1.456878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -14568765.000000 Penalty: 5588.488770
	Iteration 181Q: 3 clusters Score -1.456876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -14568772.000000 Penalty: 5588.488770
	Iteration 182Q: 3 clusters Score -1.456877e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -14568757.000000 Penalty: 5588.488770
	Iteration 183Q: 3 clusters Score -1.456876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -14568762.000000 Penalty: 5588.488770
	Iteration 184Q: 3 clusters Score -1.456876e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -14568767.000000 Penalty: 5588.488770
	Iteration 185Q: 3 clusters Score -1.456877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -14568766.000000 Penalty: 5588.488770
	Iteration 186Q: 3 clusters Score -1.456877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -14568768.000000 Penalty: 5588.488770
	Iteration 187Q: 3 clusters Score -1.456877e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -14568777.000000 Penalty: 5588.488770
	Iteration 188Q: 3 clusters Score -1.456878e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -14568762.000000 Penalty: 5588.488770
	Iteration 189Q: 3 clusters Score -1.456876e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -14568777.000000 Penalty: 5588.488770
	Iteration 190Q: 3 clusters Score -1.456878e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -14568761.000000 Penalty: 5588.488770
	Iteration 191Q: 3 clusters Score -1.456876e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -14568774.000000 Penalty: 5588.488770
	Iteration 192Q: 3 clusters Score -1.456877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -14568745.000000 Penalty: 5588.488770
	Iteration 193Q: 3 clusters Score -1.456874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -14568752.000000 Penalty: 5588.488770
	Iteration 194Q: 3 clusters Score -1.456875e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -14568737.000000 Penalty: 5588.488770
	Iteration 195Q: 3 clusters Score -1.456874e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -14568730.000000 Penalty: 5588.488770
	Iteration 196Q: 3 clusters Score -1.456873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -14568735.000000 Penalty: 5588.488770
	Iteration 197Q: 3 clusters Score -1.456874e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -14568732.000000 Penalty: 5588.488770
	Iteration 198Q: 3 clusters Score -1.456873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -14568731.000000 Penalty: 5588.488770
	Iteration 199Q: 3 clusters Score -1.456873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -14568726.000000 Penalty: 5588.488770
	Iteration 200F: 3 clusters Score -1.456873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -14568725.000000 Penalty: 5588.488770
	Iteration 201Q: 3 clusters Score -1.456872e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -14568732.000000 Penalty: 5588.488770
	Iteration 202Q: 3 clusters Score -1.456873e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -14568729.000000 Penalty: 5588.488770
	Iteration 203Q: 3 clusters Score -1.456873e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -14568728.000000 Penalty: 5588.488770
	Iteration 204Q: 3 clusters Score -1.456873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -14568716.000000 Penalty: 5588.488770
	Iteration 205Q: 3 clusters Score -1.456872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -14568723.000000 Penalty: 5588.488770
	Iteration 206Q: 3 clusters Score -1.456872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -14568756.000000 Penalty: 5588.488770
	Iteration 207Q: 3 clusters Score -1.456876e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -14568744.000000 Penalty: 5588.488770
	Iteration 208Q: 3 clusters Score -1.456874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -14568745.000000 Penalty: 5588.488770
	Iteration 209Q: 3 clusters Score -1.456874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -14568746.000000 Penalty: 5588.488770
	Iteration 210Q: 3 clusters Score -1.456875e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -14568743.000000 Penalty: 5588.488770
	Iteration 211Q: 3 clusters Score -1.456874e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -14568735.000000 Penalty: 5588.488770
	Iteration 212Q: 3 clusters Score -1.456874e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -14568734.000000 Penalty: 5588.488770
	Iteration 213Q: 3 clusters Score -1.456873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -14568720.000000 Penalty: 5588.488770
	Iteration 214Q: 3 clusters Score -1.456872e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -14568730.000000 Penalty: 5588.488770
	Iteration 215Q: 3 clusters Score -1.456873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -14568727.000000 Penalty: 5588.488770
	Iteration 216Q: 3 clusters Score -1.456873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -14568727.000000 Penalty: 5588.488770
	Iteration 217Q: 3 clusters Score -1.456873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -14568718.000000 Penalty: 5588.488770
	Iteration 218Q: 3 clusters Score -1.456872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -14568717.000000 Penalty: 5588.488770
	Iteration 219Q: 3 clusters Score -1.456872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -14568716.000000 Penalty: 5588.488770
	Iteration 220F: 3 clusters Score -1.456872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -14568724.000000 Penalty: 5588.488770
	Iteration 221Q: 3 clusters Score -1.456872e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -14568729.000000 Penalty: 5588.488770
	Iteration 222Q: 3 clusters Score -1.456873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -14568721.000000 Penalty: 5588.488770
	Iteration 223Q: 3 clusters Score -1.456872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -14568719.000000 Penalty: 5588.488770
	Iteration 224Q: 3 clusters Score -1.456872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -14568714.000000 Penalty: 5588.488770
	Iteration 225Q: 3 clusters Score -1.456871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -14568728.000000 Penalty: 5588.488770
	Iteration 226Q: 3 clusters Score -1.456873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -14568725.000000 Penalty: 5588.488770
	Iteration 227Q: 3 clusters Score -1.456872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -14568720.000000 Penalty: 5588.488770
	Iteration 228Q: 3 clusters Score -1.456872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -14568724.000000 Penalty: 5588.488770
	Iteration 229Q: 3 clusters Score -1.456872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -14568726.000000 Penalty: 5588.488770
	Iteration 230Q: 3 clusters Score -1.456873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -14568730.000000 Penalty: 5588.488770
	Iteration 231Q: 3 clusters Score -1.456873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -14568740.000000 Penalty: 5588.488770
	Iteration 232Q: 3 clusters Score -1.456874e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -14568735.000000 Penalty: 5588.488770
	Iteration 233Q: 3 clusters Score -1.456874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -14568731.000000 Penalty: 5588.488770
	Iteration 234Q: 3 clusters Score -1.456873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -14568734.000000 Penalty: 5588.488770
	Iteration 235Q: 3 clusters Score -1.456873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -14568728.000000 Penalty: 5588.488770
	Iteration 236Q: 3 clusters Score -1.456873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -14568721.000000 Penalty: 5588.488770
	Iteration 237Q: 3 clusters Score -1.456872e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -14568728.000000 Penalty: 5588.488770
	Iteration 238Q: 3 clusters Score -1.456873e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -14568736.000000 Penalty: 5588.488770
	Iteration 239Q: 3 clusters Score -1.456874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -14568736.000000 Penalty: 5588.488770
	Iteration 240F: 3 clusters Score -1.456874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -14568743.000000 Penalty: 5588.488770
	Iteration 241Q: 3 clusters Score -1.456874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -14568740.000000 Penalty: 5588.488770
	Iteration 242Q: 3 clusters Score -1.456874e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -14568727.000000 Penalty: 5588.488770
	Iteration 243Q: 3 clusters Score -1.456873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -14568728.000000 Penalty: 5588.488770
	Iteration 244Q: 3 clusters Score -1.456873e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -14568725.000000 Penalty: 5588.488770
	Iteration 245Q: 3 clusters Score -1.456872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -14568726.000000 Penalty: 5588.488770
	Iteration 246Q: 3 clusters Score -1.456873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -14568722.000000 Penalty: 5588.488770
	Iteration 247Q: 3 clusters Score -1.456872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -14568721.000000 Penalty: 5588.488770
	Iteration 248Q: 3 clusters Score -1.456872e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -14568722.000000 Penalty: 5588.488770
	Iteration 249Q: 3 clusters Score -1.456872e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -14568729.000000 Penalty: 5588.488770
	Iteration 250Q: 3 clusters Score -1.456873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -14568738.000000 Penalty: 5588.488770
	Iteration 251Q: 3 clusters Score -1.456874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -14568736.000000 Penalty: 5588.488770
	Iteration 252Q: 3 clusters Score -1.456874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -14568741.000000 Penalty: 5588.488770
	Iteration 253Q: 3 clusters Score -1.456874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -14568739.000000 Penalty: 5588.488770
	Iteration 254Q: 3 clusters Score -1.456874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -14568735.000000 Penalty: 5588.488770
	Iteration 255Q: 3 clusters Score -1.456874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -14568735.000000 Penalty: 5588.488770
	Iteration 256F: 3 clusters Score -1.456874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 49764 members 
Mstep: Class 3 contains 38709 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 46607 members 
Mstep: Class 7 contains 51601 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 48776 members 
Mstep: Class 11 contains 276 members 
Mstep: Class 12 contains 52411 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 19842 members 
Mstep: Class 16 contains 49702 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 42354 members 
Mstep: Class 19 contains 36651 members 
Mstep: Class 20 contains 50825 members 
Mstep: Class 21 contains 57030 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 49796 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 35853 members 
Entering Unmasked Estep 
Score: -126837952.000000 Penalty: 83433.343750
Splitting cluster 18 changes total score from -126823552.000000 to -126837952.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (36651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Entering Unmasked Estep 
Score: -6596264.000000 Penalty: 2606.280762
	Iteration 0F: 2 clusters Score -6596264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -6571301.500000 Penalty: 5212.561523
	Iteration 0F: 3 clusters Score -6571302 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -6580547.500000 Penalty: 5212.561523
	Iteration 1F: 3 clusters Score -6580548 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -6581017.500000 Penalty: 5212.561523
	Iteration 2Q: 3 clusters Score -6581018 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -6581557.000000 Penalty: 5212.561523
	Iteration 3Q: 3 clusters Score -6581557 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -6582180.500000 Penalty: 5212.561523
	Iteration 4Q: 3 clusters Score -6582180 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -6583205.500000 Penalty: 5212.561523
	Iteration 5F: 3 clusters Score -6583206 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -6584648.000000 Penalty: 5212.561523
	Iteration 6F: 3 clusters Score -6584648 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -6586861.500000 Penalty: 5212.561523
	Iteration 7F: 3 clusters Score -6586862 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -6589367.500000 Penalty: 5212.561523
	Iteration 8F: 3 clusters Score -6589368 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -6591508.000000 Penalty: 5212.561523
	Iteration 9F: 3 clusters Score -6591508 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -6592851.000000 Penalty: 5212.561523
	Iteration 10Q: 3 clusters Score -6592851 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -6593435.500000 Penalty: 5212.561523
	Iteration 11Q: 3 clusters Score -6593436 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -6593699.000000 Penalty: 5212.561523
	Iteration 12Q: 3 clusters Score -6593699 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -6593836.500000 Penalty: 5212.561523
	Iteration 13Q: 3 clusters Score -6593836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -6593879.500000 Penalty: 5212.561523
	Iteration 14Q: 3 clusters Score -6593880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -6593907.500000 Penalty: 5212.561523
	Iteration 15Q: 3 clusters Score -6593908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -6593935.500000 Penalty: 5212.561523
	Iteration 16Q: 3 clusters Score -6593936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -6593942.500000 Penalty: 5212.561523
	Iteration 17Q: 3 clusters Score -6593942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -6593944.500000 Penalty: 5212.561523
	Iteration 18Q: 3 clusters Score -6593944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -6593950.000000 Penalty: 5212.561523
	Iteration 19Q: 3 clusters Score -6593950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -6593950.000000 Penalty: 5212.561523
	Iteration 20F: 3 clusters Score -6593950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Entering Unmasked Estep 
Score: -9359924.000000 Penalty: 2687.363525
	Iteration 0F: 2 clusters Score -9359924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -9331145.000000 Penalty: 5374.727051
	Iteration 0F: 3 clusters Score -9331145 nChanged 23630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -9344695.000000 Penalty: 5374.727051
	Iteration 1F: 3 clusters Score -9344695 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -9345804.000000 Penalty: 5374.727051
	Iteration 2Q: 3 clusters Score -9345804 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -9347237.000000 Penalty: 5374.727051
	Iteration 3F: 3 clusters Score -9347237 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -9348931.000000 Penalty: 5374.727051
	Iteration 4F: 3 clusters Score -9348931 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -9350759.000000 Penalty: 5374.727051
	Iteration 5F: 3 clusters Score -9350759 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -9353003.000000 Penalty: 5374.727051
	Iteration 6F: 3 clusters Score -9353003 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -9355218.000000 Penalty: 5374.727051
	Iteration 7F: 3 clusters Score -9355218 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -9356929.000000 Penalty: 5374.727051
	Iteration 8F: 3 clusters Score -9356929 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -9357972.000000 Penalty: 5374.727051
	Iteration 9Q: 3 clusters Score -9357972 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -9358758.000000 Penalty: 5374.727051
	Iteration 10Q: 3 clusters Score -9358758 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -9359231.000000 Penalty: 5374.727051
	Iteration 11Q: 3 clusters Score -9359231 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -9359607.000000 Penalty: 5374.727051
	Iteration 12Q: 3 clusters Score -9359607 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -9359995.000000 Penalty: 5374.727051
	Iteration 13Q: 3 clusters Score -9359995 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -9360309.000000 Penalty: 5374.727051
	Iteration 14Q: 3 clusters Score -9360309 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 37292 members 
Entering Unmasked Estep 
Score: -9360604.000000 Penalty: 5374.727051
	Iteration 15Q: 3 clusters Score -9360604 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -9360848.000000 Penalty: 5374.727051
	Iteration 16Q: 3 clusters Score -9360848 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -9361071.000000 Penalty: 5374.727051
	Iteration 17Q: 3 clusters Score -9361071 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -9361235.000000 Penalty: 5374.727051
	Iteration 18Q: 3 clusters Score -9361235 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -9361371.000000 Penalty: 5374.727051
	Iteration 19Q: 3 clusters Score -9361371 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -9361452.000000 Penalty: 5374.727051
	Iteration 20F: 3 clusters Score -9361452 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -9361626.000000 Penalty: 5374.727051
	Iteration 21Q: 3 clusters Score -9361626 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -9361781.000000 Penalty: 5374.727051
	Iteration 22Q: 3 clusters Score -9361781 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -9361913.000000 Penalty: 5374.727051
	Iteration 23Q: 3 clusters Score -9361913 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -9361978.000000 Penalty: 5374.727051
	Iteration 24Q: 3 clusters Score -9361978 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -9361974.000000 Penalty: 5374.727051
	Iteration 25Q: 3 clusters Score -9361974 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -9361890.000000 Penalty: 5374.727051
	Iteration 26Q: 3 clusters Score -9361890 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -9361683.000000 Penalty: 5374.727051
	Iteration 27Q: 3 clusters Score -9361683 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -9361407.000000 Penalty: 5374.727051
	Iteration 28Q: 3 clusters Score -9361407 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -9361127.000000 Penalty: 5374.727051
	Iteration 29Q: 3 clusters Score -9361127 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -9360579.000000 Penalty: 5374.727051
	Iteration 30Q: 3 clusters Score -9360579 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -9360263.000000 Penalty: 5374.727051
	Iteration 31Q: 3 clusters Score -9360263 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -9359952.000000 Penalty: 5374.727051
	Iteration 32Q: 3 clusters Score -9359952 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -9359744.000000 Penalty: 5374.727051
	Iteration 33Q: 3 clusters Score -9359744 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -9359577.000000 Penalty: 5374.727051
	Iteration 34Q: 3 clusters Score -9359577 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -9359431.000000 Penalty: 5374.727051
	Iteration 35Q: 3 clusters Score -9359431 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -9359327.000000 Penalty: 5374.727051
	Iteration 36Q: 3 clusters Score -9359327 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -9359252.000000 Penalty: 5374.727051
	Iteration 37Q: 3 clusters Score -9359252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -9359202.000000 Penalty: 5374.727051
	Iteration 38Q: 3 clusters Score -9359202 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -9359137.000000 Penalty: 5374.727051
	Iteration 39Q: 3 clusters Score -9359137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -9359193.000000 Penalty: 5374.727051
	Iteration 40F: 3 clusters Score -9359193 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -9359028.000000 Penalty: 5374.727051
	Iteration 41Q: 3 clusters Score -9359028 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -9358879.000000 Penalty: 5374.727051
	Iteration 42Q: 3 clusters Score -9358879 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -9358815.000000 Penalty: 5374.727051
	Iteration 43Q: 3 clusters Score -9358815 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -9358776.000000 Penalty: 5374.727051
	Iteration 44Q: 3 clusters Score -9358776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -9358738.000000 Penalty: 5374.727051
	Iteration 45Q: 3 clusters Score -9358738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -9358721.000000 Penalty: 5374.727051
	Iteration 46Q: 3 clusters Score -9358721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -9358711.000000 Penalty: 5374.727051
	Iteration 47Q: 3 clusters Score -9358711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -9358703.000000 Penalty: 5374.727051
	Iteration 48Q: 3 clusters Score -9358703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -9358705.000000 Penalty: 5374.727051
	Iteration 49Q: 3 clusters Score -9358705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -9358699.000000 Penalty: 5374.727051
	Iteration 50Q: 3 clusters Score -9358699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -9358686.000000 Penalty: 5374.727051
	Iteration 51Q: 3 clusters Score -9358686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 50057 members 
Entering Unmasked Estep 
Score: -9358688.000000 Penalty: 5374.727051
	Iteration 52Q: 3 clusters Score -9358688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -9358681.000000 Penalty: 5374.727051
	Iteration 53Q: 3 clusters Score -9358681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -9358681.000000 Penalty: 5374.727051
	Iteration 54Q: 3 clusters Score -9358681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -9358673.000000 Penalty: 5374.727051
	Iteration 55Q: 3 clusters Score -9358673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -9358667.000000 Penalty: 5374.727051
	Iteration 56Q: 3 clusters Score -9358667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -9358653.000000 Penalty: 5374.727051
	Iteration 57Q: 3 clusters Score -9358653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -9358659.000000 Penalty: 5374.727051
	Iteration 58Q: 3 clusters Score -9358659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -9358643.000000 Penalty: 5374.727051
	Iteration 59Q: 3 clusters Score -9358643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -9358646.000000 Penalty: 5374.727051
	Iteration 60F: 3 clusters Score -9358646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -9358644.000000 Penalty: 5374.727051
	Iteration 61Q: 3 clusters Score -9358644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -9358642.000000 Penalty: 5374.727051
	Iteration 62Q: 3 clusters Score -9358642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -9358634.000000 Penalty: 5374.727051
	Iteration 63Q: 3 clusters Score -9358634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -9358636.000000 Penalty: 5374.727051
	Iteration 64Q: 3 clusters Score -9358636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -9358636.000000 Penalty: 5374.727051
	Iteration 65F: 3 clusters Score -9358636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Entering Unmasked Estep 
Score: -10495547.000000 Penalty: 2715.930664
	Iteration 0F: 2 clusters Score -1.049555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -10463914.000000 Penalty: 5431.861328
	Iteration 0F: 3 clusters Score -1.046391e+07 nChanged 26554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -10478646.000000 Penalty: 5431.861328
	Iteration 1F: 3 clusters Score -1.047865e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -10479171.000000 Penalty: 5431.861328
	Iteration 2Q: 3 clusters Score -1.047917e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -10479967.000000 Penalty: 5431.861328
	Iteration 3Q: 3 clusters Score -1.047997e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -10480918.000000 Penalty: 5431.861328
	Iteration 4Q: 3 clusters Score -1.048092e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -10482374.000000 Penalty: 5431.861328
	Iteration 5Q: 3 clusters Score -1.048237e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -10484669.000000 Penalty: 5431.861328
	Iteration 6F: 3 clusters Score -1.048467e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -10487706.000000 Penalty: 5431.861328
	Iteration 7F: 3 clusters Score -1.048771e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -10491221.000000 Penalty: 5431.861328
	Iteration 8F: 3 clusters Score -1.049122e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -10494161.000000 Penalty: 5431.861328
	Iteration 9F: 3 clusters Score -1.049416e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -10495760.000000 Penalty: 5431.861328
	Iteration 10Q: 3 clusters Score -1.049576e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -10496526.000000 Penalty: 5431.861328
	Iteration 11Q: 3 clusters Score -1.049653e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -10496993.000000 Penalty: 5431.861328
	Iteration 12Q: 3 clusters Score -1.049699e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -10497327.000000 Penalty: 5431.861328
	Iteration 13Q: 3 clusters Score -1.049733e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -10497560.000000 Penalty: 5431.861328
	Iteration 14Q: 3 clusters Score -1.049756e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -10497594.000000 Penalty: 5431.861328
	Iteration 15Q: 3 clusters Score -1.049759e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -10497609.000000 Penalty: 5431.861328
	Iteration 16Q: 3 clusters Score -1.049761e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -10497500.000000 Penalty: 5431.861328
	Iteration 17Q: 3 clusters Score -1.04975e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -10497401.000000 Penalty: 5431.861328
	Iteration 18Q: 3 clusters Score -1.04974e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -10497046.000000 Penalty: 5431.861328
	Iteration 19Q: 3 clusters Score -1.049705e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -10496636.000000 Penalty: 5431.861328
	Iteration 20F: 3 clusters Score -1.049664e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -10496212.000000 Penalty: 5431.861328
	Iteration 21Q: 3 clusters Score -1.049621e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -10495743.000000 Penalty: 5431.861328
	Iteration 22Q: 3 clusters Score -1.049574e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -10495439.000000 Penalty: 5431.861328
	Iteration 23Q: 3 clusters Score -1.049544e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53801 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -10495239.000000 Penalty: 5431.861328
	Iteration 24Q: 3 clusters Score -1.049524e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -10495045.000000 Penalty: 5431.861328
	Iteration 25Q: 3 clusters Score -1.049504e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -10494888.000000 Penalty: 5431.861328
	Iteration 26Q: 3 clusters Score -1.049489e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -10494818.000000 Penalty: 5431.861328
	Iteration 27Q: 3 clusters Score -1.049482e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -10494720.000000 Penalty: 5431.861328
	Iteration 28Q: 3 clusters Score -1.049472e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -10494597.000000 Penalty: 5431.861328
	Iteration 29Q: 3 clusters Score -1.04946e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -10494522.000000 Penalty: 5431.861328
	Iteration 30Q: 3 clusters Score -1.049452e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55537 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -10494443.000000 Penalty: 5431.861328
	Iteration 31Q: 3 clusters Score -1.049444e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -10494413.000000 Penalty: 5431.861328
	Iteration 32Q: 3 clusters Score -1.049441e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -10494385.000000 Penalty: 5431.861328
	Iteration 33Q: 3 clusters Score -1.049438e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -10494342.000000 Penalty: 5431.861328
	Iteration 34Q: 3 clusters Score -1.049434e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -10494328.000000 Penalty: 5431.861328
	Iteration 35Q: 3 clusters Score -1.049433e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10494300.000000 Penalty: 5431.861328
	Iteration 36Q: 3 clusters Score -1.04943e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -10494266.000000 Penalty: 5431.861328
	Iteration 37Q: 3 clusters Score -1.049427e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56003 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10494266.000000 Penalty: 5431.861328
	Iteration 38Q: 3 clusters Score -1.049427e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56027 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -10494247.000000 Penalty: 5431.861328
	Iteration 39Q: 3 clusters Score -1.049425e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56043 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -10494230.000000 Penalty: 5431.861328
	Iteration 40F: 3 clusters Score -1.049423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10494220.000000 Penalty: 5431.861328
	Iteration 41Q: 3 clusters Score -1.049422e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56065 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -10494207.000000 Penalty: 5431.861328
	Iteration 42Q: 3 clusters Score -1.049421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -10494206.000000 Penalty: 5431.861328
	Iteration 43Q: 3 clusters Score -1.049421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56086 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10494197.000000 Penalty: 5431.861328
	Iteration 44Q: 3 clusters Score -1.04942e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10494201.000000 Penalty: 5431.861328
	Iteration 45Q: 3 clusters Score -1.04942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10494205.000000 Penalty: 5431.861328
	Iteration 46Q: 3 clusters Score -1.04942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10494196.000000 Penalty: 5431.861328
	Iteration 47Q: 3 clusters Score -1.04942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10494188.000000 Penalty: 5431.861328
	Iteration 48Q: 3 clusters Score -1.049419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -10494192.000000 Penalty: 5431.861328
	Iteration 49Q: 3 clusters Score -1.049419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -10494187.000000 Penalty: 5431.861328
	Iteration 50Q: 3 clusters Score -1.049419e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56127 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10494184.000000 Penalty: 5431.861328
	Iteration 51Q: 3 clusters Score -1.049418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10494184.000000 Penalty: 5431.861328
	Iteration 52Q: 3 clusters Score -1.049418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -10494184.000000 Penalty: 5431.861328
	Iteration 53F: 3 clusters Score -1.049418e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -77146.484375 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -77146.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -75795.304688 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -75795.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -77141.039062 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -77141.04 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -78253.773438 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -78253.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -78930.851562 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -78930.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -79305.031250 Penalty: 3299.820068
	Iteration 4Q: 3 clusters Score -79305.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -79425.046875 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -79425.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -79536.554688 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -79536.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79599.968750 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -79599.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -79622.117188 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -79622.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -79626.570312 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -79626.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -79646.656250 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -79646.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -79697.093750 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -79697.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -79710.835938 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -79710.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -79719.218750 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -79719.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -79723.687500 Penalty: 3299.820068
	Iteration 14Q: 3 clusters Score -79723.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -79726.664062 Penalty: 3299.820068
	Iteration 15Q: 3 clusters Score -79726.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -79729.015625 Penalty: 3299.820068
	Iteration 16Q: 3 clusters Score -79729.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -79731.906250 Penalty: 3299.820068
	Iteration 17Q: 3 clusters Score -79731.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79733.757812 Penalty: 3299.820068
	Iteration 18Q: 3 clusters Score -79733.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -79734.546875 Penalty: 3299.820068
	Iteration 19F: 3 clusters Score -79734.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -79740.718750 Penalty: 3299.820068
	Iteration 20F: 3 clusters Score -79740.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 49764 members 
Mstep: Class 3 contains 38709 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 46607 members 
Mstep: Class 7 contains 51601 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 48776 members 
Mstep: Class 11 contains 276 members 
Mstep: Class 12 contains 52411 members 
Mstep: Class 13 contains 6645 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 19842 members 
Mstep: Class 16 contains 49702 members 
Mstep: Class 17 contains 643 members 
Mstep: Class 18 contains 42354 members 
Mstep: Class 19 contains 36651 members 
Mstep: Class 20 contains 50825 members 
Mstep: Class 21 contains 57030 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 49796 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 35853 members 
Mstep: Class 26 contains 482 members 
Entering Unmasked Estep 
Score: -126838872.000000 Penalty: 86770.679688
Splitting cluster 22 changes total score from -126823552.000000 to -126838872.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 23 (49796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Entering Unmasked Estep 
Score: -9181193.000000 Penalty: 2682.291016
	Iteration 0F: 2 clusters Score -9181193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -9151033.000000 Penalty: 5364.582031
	Iteration 0F: 3 clusters Score -9151033 nChanged 22924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -9163682.000000 Penalty: 5364.582031
	Iteration 1F: 3 clusters Score -9163682 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -9164424.000000 Penalty: 5364.582031
	Iteration 2Q: 3 clusters Score -9164424 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -9165462.000000 Penalty: 5364.582031
	Iteration 3Q: 3 clusters Score -9165462 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -9167123.000000 Penalty: 5364.582031
	Iteration 4F: 3 clusters Score -9167123 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -9169752.000000 Penalty: 5364.582031
	Iteration 5F: 3 clusters Score -9169752 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -9173467.000000 Penalty: 5364.582031
	Iteration 6F: 3 clusters Score -9173467 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -9176994.000000 Penalty: 5364.582031
	Iteration 7F: 3 clusters Score -9176994 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -9178794.000000 Penalty: 5364.582031
	Iteration 8F: 3 clusters Score -9178794 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -9179477.000000 Penalty: 5364.582031
	Iteration 9Q: 3 clusters Score -9179477 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -9179509.000000 Penalty: 5364.582031
	Iteration 10Q: 3 clusters Score -9179509 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -9179504.000000 Penalty: 5364.582031
	Iteration 11Q: 3 clusters Score -9179504 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -9179491.000000 Penalty: 5364.582031
	Iteration 12Q: 3 clusters Score -9179491 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -9179474.000000 Penalty: 5364.582031
	Iteration 13Q: 3 clusters Score -9179474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -9179500.000000 Penalty: 5364.582031
	Iteration 14Q: 3 clusters Score -9179500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -9179501.000000 Penalty: 5364.582031
	Iteration 15Q: 3 clusters Score -9179501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -9179483.000000 Penalty: 5364.582031
	Iteration 16Q: 3 clusters Score -9179483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -9179492.000000 Penalty: 5364.582031
	Iteration 17Q: 3 clusters Score -9179492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -9179493.000000 Penalty: 5364.582031
	Iteration 18Q: 3 clusters Score -9179493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -9179498.000000 Penalty: 5364.582031
	Iteration 19Q: 3 clusters Score -9179498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -9179497.000000 Penalty: 5364.582031
	Iteration 20F: 3 clusters Score -9179497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -9179491.000000 Penalty: 5364.582031
	Iteration 21Q: 3 clusters Score -9179491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 49329 members 
Entering Unmasked Estep 
Score: -9179497.000000 Penalty: 5364.582031
	Iteration 22Q: 3 clusters Score -9179497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -9179488.000000 Penalty: 5364.582031
	Iteration 23Q: 3 clusters Score -9179488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -9179480.000000 Penalty: 5364.582031
	Iteration 24Q: 3 clusters Score -9179480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -9179473.000000 Penalty: 5364.582031
	Iteration 25Q: 3 clusters Score -9179473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 49339 members 
Entering Unmasked Estep 
Score: -9179472.000000 Penalty: 5364.582031
	Iteration 26Q: 3 clusters Score -9179472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -9179471.000000 Penalty: 5364.582031
	Iteration 27Q: 3 clusters Score -9179471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 49340 members 
Entering Unmasked Estep 
Score: -9179471.000000 Penalty: 5364.582031
	Iteration 28F: 3 clusters Score -9179471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 49764 members 
Mstep: Class 3 contains 38709 members 
Mstep: Class 4 contains 957 members 
Mstep: Class 5 contains 3654 members 
Mstep: Class 6 contains 46607 members 
Mstep: Class 7 contains 51601 members 
Mstep: Class 8 contains 4897 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 48776 members 
Mstep: Class 12 contains 52411 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 19842 members 
Mstep: Class 16 contains 49702 members 
Mstep: Class 18 contains 42354 members 
Mstep: Class 19 contains 36651 members 
Mstep: Class 20 contains 50825 members 
Mstep: Class 21 contains 57030 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 49796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3004.581543 but Gain 3337.335938
Score: -126847536.000000 Penalty: 83433.343750
Iteration 39Q: 26 clusters Score -1.268475e+08 nChanged 26922
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 49604 members 
Mstep: Class 3 contains 41189 members 
Mstep: Class 4 contains 1007 members 
Mstep: Class 5 contains 3574 members 
Mstep: Class 6 contains 47265 members 
Mstep: Class 7 contains 50224 members 
Mstep: Class 8 contains 4707 members 
Mstep: Class 9 contains 793 members 
Mstep: Class 10 contains 47852 members 
Mstep: Class 12 contains 51702 members 
Mstep: Class 13 contains 6621 members 
Mstep: Class 14 contains 803 members 
Mstep: Class 15 contains 21578 members 
Mstep: Class 16 contains 48218 members 
Mstep: Class 17 contains 611 members 
Mstep: Class 18 contains 46312 members 
Mstep: Class 19 contains 36761 members 
Mstep: Class 20 contains 49662 members 
Mstep: Class 21 contains 56288 members 
Mstep: Class 22 contains 293 members 
Mstep: Class 23 contains 49121 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 34914 members 
Mstep: Class 26 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126860560.000000 Penalty: 83433.343750
Iteration 40F: 26 clusters Score -1.268606e+08 nChanged 28701
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 48280 members 
Mstep: Class 3 contains 43742 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 3505 members 
Mstep: Class 6 contains 46997 members 
Mstep: Class 7 contains 48083 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 46617 members 
Mstep: Class 12 contains 49560 members 
Mstep: Class 13 contains 8003 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 23468 members 
Mstep: Class 16 contains 46386 members 
Mstep: Class 17 contains 587 members 
Mstep: Class 18 contains 49020 members 
Mstep: Class 19 contains 36759 members 
Mstep: Class 20 contains 47797 members 
Mstep: Class 21 contains 54212 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 47795 members 
Mstep: Class 24 contains 1085 members 
Mstep: Class 25 contains 42364 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126871904.000000 Penalty: 83433.343750
Iteration 41Q: 26 clusters Score -1.268719e+08 nChanged 26046
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 47275 members 
Mstep: Class 3 contains 46466 members 
Mstep: Class 4 contains 1077 members 
Mstep: Class 5 contains 3456 members 
Mstep: Class 6 contains 46891 members 
Mstep: Class 7 contains 45946 members 
Mstep: Class 8 contains 4347 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 10 contains 45566 members 
Mstep: Class 12 contains 47682 members 
Mstep: Class 13 contains 9061 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 25415 members 
Mstep: Class 16 contains 44730 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 50545 members 
Mstep: Class 19 contains 36599 members 
Mstep: Class 20 contains 46262 members 
Mstep: Class 21 contains 52080 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 46785 members 
Mstep: Class 24 contains 1090 members 
Mstep: Class 25 contains 49263 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126878040.000000 Penalty: 83433.343750
Iteration 42Q: 26 clusters Score -1.26878e+08 nChanged 26276
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 46272 members 
Mstep: Class 3 contains 49278 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 3397 members 
Mstep: Class 6 contains 46355 members 
Mstep: Class 7 contains 44126 members 
Mstep: Class 8 contains 4208 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 44707 members 
Mstep: Class 12 contains 46666 members 
Mstep: Class 13 contains 10083 members 
Mstep: Class 14 contains 836 members 
Mstep: Class 15 contains 27525 members 
Mstep: Class 16 contains 43426 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 49854 members 
Mstep: Class 19 contains 36477 members 
Mstep: Class 20 contains 45187 members 
Mstep: Class 21 contains 50442 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 45963 members 
Mstep: Class 24 contains 1084 members 
Mstep: Class 25 contains 55404 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126881840.000000 Penalty: 83433.343750
Iteration 43Q: 26 clusters Score -1.268818e+08 nChanged 25585
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 45622 members 
Mstep: Class 3 contains 51655 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3330 members 
Mstep: Class 6 contains 46105 members 
Mstep: Class 7 contains 42662 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 44184 members 
Mstep: Class 12 contains 46033 members 
Mstep: Class 13 contains 11134 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 29712 members 
Mstep: Class 16 contains 42600 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 47987 members 
Mstep: Class 19 contains 36343 members 
Mstep: Class 20 contains 44556 members 
Mstep: Class 21 contains 49291 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 45269 members 
Mstep: Class 24 contains 1082 members 
Mstep: Class 25 contains 59341 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126883096.000000 Penalty: 83433.343750
Iteration 44Q: 26 clusters Score -1.268831e+08 nChanged 22907
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 45111 members 
Mstep: Class 3 contains 53162 members 
Mstep: Class 4 contains 1116 members 
Mstep: Class 5 contains 3272 members 
Mstep: Class 6 contains 45664 members 
Mstep: Class 7 contains 41883 members 
Mstep: Class 8 contains 4115 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 43875 members 
Mstep: Class 12 contains 45896 members 
Mstep: Class 13 contains 12219 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 31869 members 
Mstep: Class 16 contains 42158 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 46550 members 
Mstep: Class 19 contains 36266 members 
Mstep: Class 20 contains 44347 members 
Mstep: Class 21 contains 48254 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 44717 members 
Mstep: Class 24 contains 1079 members 
Mstep: Class 25 contains 60871 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126884488.000000 Penalty: 83433.343750
Iteration 45Q: 26 clusters Score -1.268845e+08 nChanged 20049
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 44830 members 
Mstep: Class 3 contains 53883 members 
Mstep: Class 4 contains 1121 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 45193 members 
Mstep: Class 7 contains 41780 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 43563 members 
Mstep: Class 12 contains 45690 members 
Mstep: Class 13 contains 13262 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 33991 members 
Mstep: Class 16 contains 42077 members 
Mstep: Class 17 contains 547 members 
Mstep: Class 18 contains 45759 members 
Mstep: Class 19 contains 36219 members 
Mstep: Class 20 contains 44171 members 
Mstep: Class 21 contains 47469 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 44325 members 
Mstep: Class 24 contains 1074 members 
Mstep: Class 25 contains 60779 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126886376.000000 Penalty: 83433.343750
Iteration 46Q: 26 clusters Score -1.268864e+08 nChanged 17169
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 44616 members 
Mstep: Class 3 contains 53885 members 
Mstep: Class 4 contains 1124 members 
Mstep: Class 5 contains 3173 members 
Mstep: Class 6 contains 44811 members 
Mstep: Class 7 contains 42027 members 
Mstep: Class 8 contains 4081 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 43295 members 
Mstep: Class 12 contains 45408 members 
Mstep: Class 13 contains 14299 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 36065 members 
Mstep: Class 16 contains 42147 members 
Mstep: Class 17 contains 546 members 
Mstep: Class 18 contains 45376 members 
Mstep: Class 19 contains 36201 members 
Mstep: Class 20 contains 44090 members 
Mstep: Class 21 contains 46851 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 44059 members 
Mstep: Class 24 contains 1075 members 
Mstep: Class 25 contains 59917 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126888568.000000 Penalty: 83433.343750
Iteration 47Q: 26 clusters Score -1.268886e+08 nChanged 15027
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 44448 members 
Mstep: Class 3 contains 53513 members 
Mstep: Class 4 contains 1128 members 
Mstep: Class 5 contains 3133 members 
Mstep: Class 6 contains 44582 members 
Mstep: Class 7 contains 42376 members 
Mstep: Class 8 contains 4051 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 43105 members 
Mstep: Class 12 contains 44980 members 
Mstep: Class 13 contains 15284 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 38177 members 
Mstep: Class 16 contains 42212 members 
Mstep: Class 17 contains 545 members 
Mstep: Class 18 contains 45181 members 
Mstep: Class 19 contains 36164 members 
Mstep: Class 20 contains 44026 members 
Mstep: Class 21 contains 46411 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 43824 members 
Mstep: Class 24 contains 1076 members 
Mstep: Class 25 contains 58832 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126891152.000000 Penalty: 83433.343750
Iteration 48Q: 26 clusters Score -1.268912e+08 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 44259 members 
Mstep: Class 3 contains 53044 members 
Mstep: Class 4 contains 1128 members 
Mstep: Class 5 contains 3108 members 
Mstep: Class 6 contains 44463 members 
Mstep: Class 7 contains 42680 members 
Mstep: Class 8 contains 4003 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 43015 members 
Mstep: Class 12 contains 44552 members 
Mstep: Class 13 contains 16292 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 40354 members 
Mstep: Class 16 contains 42261 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 45012 members 
Mstep: Class 19 contains 36161 members 
Mstep: Class 20 contains 43874 members 
Mstep: Class 21 contains 45994 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 43594 members 
Mstep: Class 24 contains 1075 members 
Mstep: Class 25 contains 57672 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126893696.000000 Penalty: 83433.343750
Iteration 49Q: 26 clusters Score -1.268937e+08 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 44121 members 
Mstep: Class 3 contains 52492 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 3089 members 
Mstep: Class 6 contains 44306 members 
Mstep: Class 7 contains 42925 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 42877 members 
Mstep: Class 12 contains 44101 members 
Mstep: Class 13 contains 17330 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 42597 members 
Mstep: Class 16 contains 42270 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 44775 members 
Mstep: Class 19 contains 36146 members 
Mstep: Class 20 contains 43792 members 
Mstep: Class 21 contains 45680 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 43432 members 
Mstep: Class 24 contains 1075 members 
Mstep: Class 25 contains 56576 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895776.000000 Penalty: 83433.343750
Iteration 50Q: 26 clusters Score -1.268958e+08 nChanged 13445
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 44029 members 
Mstep: Class 3 contains 51904 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 43933 members 
Mstep: Class 7 contains 43227 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 42769 members 
Mstep: Class 12 contains 43667 members 
Mstep: Class 13 contains 18303 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 45121 members 
Mstep: Class 16 contains 42299 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 44472 members 
Mstep: Class 19 contains 36108 members 
Mstep: Class 20 contains 43618 members 
Mstep: Class 21 contains 45505 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 43158 members 
Mstep: Class 24 contains 1074 members 
Mstep: Class 25 contains 55525 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126898760.000000 Penalty: 83433.343750
Iteration 51Q: 26 clusters Score -1.268988e+08 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 43906 members 
Mstep: Class 3 contains 51423 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 3053 members 
Mstep: Class 6 contains 43512 members 
Mstep: Class 7 contains 43505 members 
Mstep: Class 8 contains 3789 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 42506 members 
Mstep: Class 12 contains 43393 members 
Mstep: Class 13 contains 19308 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 47809 members 
Mstep: Class 16 contains 42289 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 44207 members 
Mstep: Class 19 contains 36032 members 
Mstep: Class 20 contains 43427 members 
Mstep: Class 21 contains 45391 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 42707 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 54380 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126899904.000000 Penalty: 83433.343750
Iteration 52Q: 26 clusters Score -1.268999e+08 nChanged 13791
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 43749 members 
Mstep: Class 3 contains 50904 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 3035 members 
Mstep: Class 6 contains 43119 members 
Mstep: Class 7 contains 43782 members 
Mstep: Class 8 contains 3727 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 42345 members 
Mstep: Class 12 contains 43295 members 
Mstep: Class 13 contains 20278 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 49795 members 
Mstep: Class 16 contains 42270 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 18 contains 44145 members 
Mstep: Class 19 contains 35944 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 45251 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 42219 members 
Mstep: Class 24 contains 1071 members 
Mstep: Class 25 contains 53387 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900560.000000 Penalty: 83433.343750
Iteration 53Q: 26 clusters Score -1.269006e+08 nChanged 13522
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 43667 members 
Mstep: Class 3 contains 50458 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 3024 members 
Mstep: Class 6 contains 42729 members 
Mstep: Class 7 contains 44053 members 
Mstep: Class 8 contains 3698 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 42310 members 
Mstep: Class 12 contains 43342 members 
Mstep: Class 13 contains 21208 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 50802 members 
Mstep: Class 16 contains 42360 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 44126 members 
Mstep: Class 19 contains 35814 members 
Mstep: Class 20 contains 43319 members 
Mstep: Class 21 contains 45204 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 41762 members 
Mstep: Class 24 contains 1072 members 
Mstep: Class 25 contains 52604 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126900192.000000 Penalty: 83433.343750
Iteration 54Q: 26 clusters Score -1.269002e+08 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 43532 members 
Mstep: Class 3 contains 50085 members 
Mstep: Class 4 contains 1128 members 
Mstep: Class 5 contains 3014 members 
Mstep: Class 6 contains 42708 members 
Mstep: Class 7 contains 44169 members 
Mstep: Class 8 contains 3681 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 42487 members 
Mstep: Class 12 contains 43454 members 
Mstep: Class 13 contains 22188 members 
Mstep: Class 14 contains 850 members 
Mstep: Class 15 contains 50628 members 
Mstep: Class 16 contains 42372 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 44166 members 
Mstep: Class 19 contains 35694 members 
Mstep: Class 20 contains 43296 members 
Mstep: Class 21 contains 45158 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 41633 members 
Mstep: Class 24 contains 1071 members 
Mstep: Class 25 contains 52050 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901600.000000 Penalty: 83433.343750
Iteration 55Q: 26 clusters Score -1.269016e+08 nChanged 10877
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 43395 members 
Mstep: Class 3 contains 49733 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 3004 members 
Mstep: Class 6 contains 42814 members 
Mstep: Class 7 contains 44103 members 
Mstep: Class 8 contains 3642 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 42676 members 
Mstep: Class 12 contains 43562 members 
Mstep: Class 13 contains 23222 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 49913 members 
Mstep: Class 16 contains 42417 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 44207 members 
Mstep: Class 19 contains 35628 members 
Mstep: Class 20 contains 43342 members 
Mstep: Class 21 contains 45054 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 41721 members 
Mstep: Class 24 contains 1069 members 
Mstep: Class 25 contains 51667 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126901864.000000 Penalty: 83433.343750
Iteration 56Q: 26 clusters Score -1.269019e+08 nChanged 9739
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 43234 members 
Mstep: Class 3 contains 49389 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 2988 members 
Mstep: Class 6 contains 43108 members 
Mstep: Class 7 contains 43969 members 
Mstep: Class 8 contains 3619 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 42712 members 
Mstep: Class 12 contains 43548 members 
Mstep: Class 13 contains 24386 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 49134 members 
Mstep: Class 16 contains 42445 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 44250 members 
Mstep: Class 19 contains 35549 members 
Mstep: Class 20 contains 43328 members 
Mstep: Class 21 contains 44978 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 41899 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 51242 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903432.000000 Penalty: 83433.343750
Iteration 57Q: 26 clusters Score -1.269034e+08 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 43118 members 
Mstep: Class 3 contains 49077 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 2973 members 
Mstep: Class 6 contains 43311 members 
Mstep: Class 7 contains 43835 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 42697 members 
Mstep: Class 12 contains 43433 members 
Mstep: Class 13 contains 25662 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 48485 members 
Mstep: Class 16 contains 42449 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 44265 members 
Mstep: Class 19 contains 35474 members 
Mstep: Class 20 contains 43298 members 
Mstep: Class 21 contains 44970 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 42046 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 50840 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904808.000000 Penalty: 83433.343750
Iteration 58Q: 26 clusters Score -1.269048e+08 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 43022 members 
Mstep: Class 3 contains 48817 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 2955 members 
Mstep: Class 6 contains 43469 members 
Mstep: Class 7 contains 43709 members 
Mstep: Class 8 contains 3581 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 42725 members 
Mstep: Class 12 contains 43308 members 
Mstep: Class 13 contains 26972 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 47927 members 
Mstep: Class 16 contains 42429 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 44336 members 
Mstep: Class 19 contains 35402 members 
Mstep: Class 20 contains 43253 members 
Mstep: Class 21 contains 44983 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 42065 members 
Mstep: Class 24 contains 1067 members 
Mstep: Class 25 contains 50382 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905400.000000 Penalty: 83433.343750
Iteration 59Q: 26 clusters Score -1.269054e+08 nChanged 8120
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 42878 members 
Mstep: Class 3 contains 48618 members 
Mstep: Class 4 contains 1133 members 
Mstep: Class 5 contains 2940 members 
Mstep: Class 6 contains 43662 members 
Mstep: Class 7 contains 43551 members 
Mstep: Class 8 contains 3564 members 
Mstep: Class 9 contains 753 members 
Mstep: Class 10 contains 42750 members 
Mstep: Class 12 contains 43161 members 
Mstep: Class 13 contains 28239 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 47504 members 
Mstep: Class 16 contains 42396 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 44303 members 
Mstep: Class 19 contains 35345 members 
Mstep: Class 20 contains 43220 members 
Mstep: Class 21 contains 45043 members 
Mstep: Class 22 contains 309 members 
Mstep: Class 23 contains 42056 members 
Mstep: Class 24 contains 1066 members 
Mstep: Class 25 contains 49952 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908192.000000 Penalty: 83433.343750
Iteration 60F: 26 clusters Score -1.269082e+08 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 42695 members 
Mstep: Class 3 contains 48421 members 
Mstep: Class 4 contains 1143 members 
Mstep: Class 5 contains 2927 members 
Mstep: Class 6 contains 43358 members 
Mstep: Class 7 contains 43299 members 
Mstep: Class 8 contains 3555 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42523 members 
Mstep: Class 12 contains 42983 members 
Mstep: Class 13 contains 30396 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 48703 members 
Mstep: Class 16 contains 42301 members 
Mstep: Class 17 contains 536 members 
Mstep: Class 18 contains 44012 members 
Mstep: Class 19 contains 35255 members 
Mstep: Class 20 contains 43071 members 
Mstep: Class 21 contains 44939 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 41622 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 49261 members 
Mstep: Class 26 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909376.000000 Penalty: 83433.343750
Iteration 61Q: 26 clusters Score -1.269094e+08 nChanged 11757
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 42605 members 
Mstep: Class 3 contains 48143 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 2917 members 
Mstep: Class 6 contains 43232 members 
Mstep: Class 7 contains 43197 members 
Mstep: Class 8 contains 3547 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42469 members 
Mstep: Class 12 contains 42782 members 
Mstep: Class 13 contains 32780 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 49183 members 
Mstep: Class 16 contains 42188 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 18 contains 43719 members 
Mstep: Class 19 contains 35187 members 
Mstep: Class 20 contains 43010 members 
Mstep: Class 21 contains 44808 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 41277 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 48431 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911240.000000 Penalty: 83433.343750
Iteration 62Q: 26 clusters Score -1.269112e+08 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 42541 members 
Mstep: Class 3 contains 47838 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 2903 members 
Mstep: Class 6 contains 43225 members 
Mstep: Class 7 contains 43149 members 
Mstep: Class 8 contains 3538 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42395 members 
Mstep: Class 12 contains 42495 members 
Mstep: Class 13 contains 35257 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 49275 members 
Mstep: Class 16 contains 42125 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 43532 members 
Mstep: Class 19 contains 35123 members 
Mstep: Class 20 contains 42956 members 
Mstep: Class 21 contains 44662 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 41022 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 47557 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911960.000000 Penalty: 83433.343750
Iteration 63Q: 26 clusters Score -1.26912e+08 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 42500 members 
Mstep: Class 3 contains 47611 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 2895 members 
Mstep: Class 6 contains 43267 members 
Mstep: Class 7 contains 43005 members 
Mstep: Class 8 contains 3530 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42327 members 
Mstep: Class 12 contains 42377 members 
Mstep: Class 13 contains 37976 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 49026 members 
Mstep: Class 16 contains 42087 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 43315 members 
Mstep: Class 19 contains 35023 members 
Mstep: Class 20 contains 42949 members 
Mstep: Class 21 contains 44481 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 40729 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 46652 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912720.000000 Penalty: 83433.343750
Iteration 64Q: 26 clusters Score -1.269127e+08 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 42476 members 
Mstep: Class 3 contains 47401 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 2885 members 
Mstep: Class 6 contains 43259 members 
Mstep: Class 7 contains 42861 members 
Mstep: Class 8 contains 3511 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42260 members 
Mstep: Class 12 contains 42138 members 
Mstep: Class 13 contains 40895 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 48632 members 
Mstep: Class 16 contains 42059 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 43145 members 
Mstep: Class 19 contains 34952 members 
Mstep: Class 20 contains 42970 members 
Mstep: Class 21 contains 44345 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 40403 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 45801 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913664.000000 Penalty: 83433.343750
Iteration 65Q: 26 clusters Score -1.269137e+08 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 42439 members 
Mstep: Class 3 contains 47214 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 2877 members 
Mstep: Class 6 contains 43247 members 
Mstep: Class 7 contains 42708 members 
Mstep: Class 8 contains 3505 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42237 members 
Mstep: Class 12 contains 42021 members 
Mstep: Class 13 contains 43858 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 48137 members 
Mstep: Class 16 contains 41998 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 43041 members 
Mstep: Class 19 contains 34871 members 
Mstep: Class 20 contains 42929 members 
Mstep: Class 21 contains 44176 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 40039 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 44963 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914880.000000 Penalty: 83433.343750
Iteration 66Q: 26 clusters Score -1.269149e+08 nChanged 11890
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 42358 members 
Mstep: Class 3 contains 47111 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 2866 members 
Mstep: Class 6 contains 42768 members 
Mstep: Class 7 contains 42635 members 
Mstep: Class 8 contains 3497 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42209 members 
Mstep: Class 12 contains 42059 members 
Mstep: Class 13 contains 47358 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 47707 members 
Mstep: Class 16 contains 41997 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42822 members 
Mstep: Class 19 contains 34793 members 
Mstep: Class 20 contains 42803 members 
Mstep: Class 21 contains 43946 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39579 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 43903 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916296.000000 Penalty: 83433.343750
Iteration 67Q: 26 clusters Score -1.269163e+08 nChanged 13595
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 42251 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 2851 members 
Mstep: Class 6 contains 41737 members 
Mstep: Class 7 contains 42621 members 
Mstep: Class 8 contains 3503 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 12 contains 42159 members 
Mstep: Class 13 contains 50595 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 47336 members 
Mstep: Class 16 contains 42006 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42618 members 
Mstep: Class 19 contains 34692 members 
Mstep: Class 20 contains 42621 members 
Mstep: Class 21 contains 43721 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39106 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 43345 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914992.000000 Penalty: 83433.343750
Iteration 68Q: 26 clusters Score -1.26915e+08 nChanged 14408
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 42190 members 
Mstep: Class 3 contains 46861 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 2837 members 
Mstep: Class 6 contains 41009 members 
Mstep: Class 7 contains 42545 members 
Mstep: Class 8 contains 3504 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42282 members 
Mstep: Class 12 contains 42305 members 
Mstep: Class 13 contains 52193 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 47023 members 
Mstep: Class 16 contains 42054 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42480 members 
Mstep: Class 19 contains 34617 members 
Mstep: Class 20 contains 42601 members 
Mstep: Class 21 contains 43599 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38732 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 43363 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914464.000000 Penalty: 83433.343750
Iteration 69Q: 26 clusters Score -1.269145e+08 nChanged 12864
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 42221 members 
Mstep: Class 3 contains 46718 members 
Mstep: Class 4 contains 1152 members 
Mstep: Class 5 contains 2826 members 
Mstep: Class 6 contains 40700 members 
Mstep: Class 7 contains 42421 members 
Mstep: Class 8 contains 3510 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42363 members 
Mstep: Class 12 contains 42344 members 
Mstep: Class 13 contains 52226 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 46724 members 
Mstep: Class 16 contains 42058 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42463 members 
Mstep: Class 19 contains 34550 members 
Mstep: Class 20 contains 42592 members 
Mstep: Class 21 contains 43661 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38507 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 43969 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914848.000000 Penalty: 83433.343750
Iteration 70Q: 26 clusters Score -1.269148e+08 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 42243 members 
Mstep: Class 3 contains 46623 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 2819 members 
Mstep: Class 6 contains 40661 members 
Mstep: Class 7 contains 42320 members 
Mstep: Class 8 contains 3515 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42440 members 
Mstep: Class 12 contains 42330 members 
Mstep: Class 13 contains 51768 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 46535 members 
Mstep: Class 16 contains 42105 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42432 members 
Mstep: Class 19 contains 34504 members 
Mstep: Class 20 contains 42640 members 
Mstep: Class 21 contains 43726 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38316 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 44593 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915192.000000 Penalty: 83433.343750
Iteration 71Q: 26 clusters Score -1.269152e+08 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 42250 members 
Mstep: Class 3 contains 46537 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 2813 members 
Mstep: Class 6 contains 40953 members 
Mstep: Class 7 contains 42290 members 
Mstep: Class 8 contains 3509 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42546 members 
Mstep: Class 12 contains 42289 members 
Mstep: Class 13 contains 51161 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 46455 members 
Mstep: Class 16 contains 42135 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42419 members 
Mstep: Class 19 contains 34469 members 
Mstep: Class 20 contains 42615 members 
Mstep: Class 21 contains 43733 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38125 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 45092 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915840.000000 Penalty: 83433.343750
Iteration 72Q: 26 clusters Score -1.269158e+08 nChanged 8138
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 42221 members 
Mstep: Class 3 contains 46471 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 2804 members 
Mstep: Class 6 contains 41441 members 
Mstep: Class 7 contains 42296 members 
Mstep: Class 8 contains 3506 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42592 members 
Mstep: Class 12 contains 42286 members 
Mstep: Class 13 contains 50632 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 46371 members 
Mstep: Class 16 contains 42142 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42387 members 
Mstep: Class 19 contains 34430 members 
Mstep: Class 20 contains 42533 members 
Mstep: Class 21 contains 43728 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37949 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 45433 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915880.000000 Penalty: 83433.343750
Iteration 73Q: 26 clusters Score -1.269159e+08 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 42188 members 
Mstep: Class 3 contains 46410 members 
Mstep: Class 4 contains 1152 members 
Mstep: Class 5 contains 2800 members 
Mstep: Class 6 contains 41929 members 
Mstep: Class 7 contains 42273 members 
Mstep: Class 8 contains 3517 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42602 members 
Mstep: Class 12 contains 42372 members 
Mstep: Class 13 contains 50296 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 46244 members 
Mstep: Class 16 contains 42124 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42360 members 
Mstep: Class 19 contains 34374 members 
Mstep: Class 20 contains 42547 members 
Mstep: Class 21 contains 43702 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37761 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 45609 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917144.000000 Penalty: 83433.343750
Iteration 74Q: 26 clusters Score -1.269171e+08 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 42176 members 
Mstep: Class 3 contains 46349 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 2794 members 
Mstep: Class 6 contains 42306 members 
Mstep: Class 7 contains 42265 members 
Mstep: Class 8 contains 3519 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42603 members 
Mstep: Class 12 contains 42427 members 
Mstep: Class 13 contains 50156 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 46218 members 
Mstep: Class 16 contains 42095 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42360 members 
Mstep: Class 19 contains 34335 members 
Mstep: Class 20 contains 42527 members 
Mstep: Class 21 contains 43665 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37573 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 45758 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917128.000000 Penalty: 83433.343750
Iteration 75Q: 26 clusters Score -1.269171e+08 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 42089 members 
Mstep: Class 3 contains 46305 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 2783 members 
Mstep: Class 6 contains 42686 members 
Mstep: Class 7 contains 42250 members 
Mstep: Class 8 contains 3533 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42600 members 
Mstep: Class 12 contains 42433 members 
Mstep: Class 13 contains 50010 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 46243 members 
Mstep: Class 16 contains 42103 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42303 members 
Mstep: Class 19 contains 34295 members 
Mstep: Class 20 contains 42491 members 
Mstep: Class 21 contains 43616 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37462 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 45980 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917120.000000 Penalty: 83433.343750
Iteration 76Q: 26 clusters Score -1.269171e+08 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 42064 members 
Mstep: Class 3 contains 46271 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 2778 members 
Mstep: Class 6 contains 42993 members 
Mstep: Class 7 contains 42226 members 
Mstep: Class 8 contains 3553 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42546 members 
Mstep: Class 12 contains 42398 members 
Mstep: Class 13 contains 49860 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 46363 members 
Mstep: Class 16 contains 42120 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42332 members 
Mstep: Class 19 contains 34235 members 
Mstep: Class 20 contains 42448 members 
Mstep: Class 21 contains 43577 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37346 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 46084 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917168.000000 Penalty: 83433.343750
Iteration 77Q: 26 clusters Score -1.269172e+08 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 42041 members 
Mstep: Class 3 contains 46231 members 
Mstep: Class 4 contains 1152 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 43193 members 
Mstep: Class 7 contains 42187 members 
Mstep: Class 8 contains 3565 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42544 members 
Mstep: Class 12 contains 42387 members 
Mstep: Class 13 contains 49682 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 46516 members 
Mstep: Class 16 contains 42155 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42309 members 
Mstep: Class 19 contains 34202 members 
Mstep: Class 20 contains 42449 members 
Mstep: Class 21 contains 43578 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37197 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 46208 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917536.000000 Penalty: 83433.343750
Iteration 78Q: 26 clusters Score -1.269175e+08 nChanged 5664
Entering ConstructFrom: 
Score: -126917536.000000 Penalty: 83433.343750
Entering ConstructFrom: 
Trying to split cluster 1 (44295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Entering Unmasked Estep 
Score: -8221086.000000 Penalty: 2653.259521
	Iteration 0F: 2 clusters Score -8221086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -8192227.000000 Penalty: 5306.519043
	Iteration 0F: 3 clusters Score -8192227 nChanged 20364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -8203574.000000 Penalty: 5306.519043
	Iteration 1F: 3 clusters Score -8203574 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -8204075.000000 Penalty: 5306.519043
	Iteration 2Q: 3 clusters Score -8204075 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -8204529.000000 Penalty: 5306.519043
	Iteration 3Q: 3 clusters Score -8204529 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -8204967.000000 Penalty: 5306.519043
	Iteration 4Q: 3 clusters Score -8204967 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -8205503.000000 Penalty: 5306.519043
	Iteration 5Q: 3 clusters Score -8205503 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -8206302.000000 Penalty: 5306.519043
	Iteration 6Q: 3 clusters Score -8206302 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -8207149.500000 Penalty: 5306.519043
	Iteration 7Q: 3 clusters Score -8207150 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -8208469.000000 Penalty: 5306.519043
	Iteration 8Q: 3 clusters Score -8208469 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -8210191.000000 Penalty: 5306.519043
	Iteration 9F: 3 clusters Score -8210191 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -8212140.000000 Penalty: 5306.519043
	Iteration 10F: 3 clusters Score -8212140 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -8213995.500000 Penalty: 5306.519043
	Iteration 11F: 3 clusters Score -8213996 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -8215500.000000 Penalty: 5306.519043
	Iteration 12Q: 3 clusters Score -8215500 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -8216606.000000 Penalty: 5306.519043
	Iteration 13Q: 3 clusters Score -8216606 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -8217357.500000 Penalty: 5306.519043
	Iteration 14Q: 3 clusters Score -8217358 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -8217867.000000 Penalty: 5306.519043
	Iteration 15Q: 3 clusters Score -8217867 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -8218233.500000 Penalty: 5306.519043
	Iteration 16Q: 3 clusters Score -8218234 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -8218430.500000 Penalty: 5306.519043
	Iteration 17Q: 3 clusters Score -8218430 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -8218579.000000 Penalty: 5306.519043
	Iteration 18Q: 3 clusters Score -8218579 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -8218682.500000 Penalty: 5306.519043
	Iteration 19Q: 3 clusters Score -8218682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -8218752.500000 Penalty: 5306.519043
	Iteration 20F: 3 clusters Score -8218752 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -8218800.500000 Penalty: 5306.519043
	Iteration 21Q: 3 clusters Score -8218800 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8218819.500000 Penalty: 5306.519043
	Iteration 22Q: 3 clusters Score -8218820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -8218835.000000 Penalty: 5306.519043
	Iteration 23Q: 3 clusters Score -8218835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -8218863.500000 Penalty: 5306.519043
	Iteration 24Q: 3 clusters Score -8218864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -8218867.500000 Penalty: 5306.519043
	Iteration 25Q: 3 clusters Score -8218868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8218879.500000 Penalty: 5306.519043
	Iteration 26Q: 3 clusters Score -8218880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -8218889.000000 Penalty: 5306.519043
	Iteration 27Q: 3 clusters Score -8218889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8218897.000000 Penalty: 5306.519043
	Iteration 28Q: 3 clusters Score -8218897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8218902.500000 Penalty: 5306.519043
	Iteration 29Q: 3 clusters Score -8218902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -8218905.500000 Penalty: 5306.519043
	Iteration 30Q: 3 clusters Score -8218906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -8218911.500000 Penalty: 5306.519043
	Iteration 31Q: 3 clusters Score -8218912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -8218921.500000 Penalty: 5306.519043
	Iteration 32Q: 3 clusters Score -8218922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -8218920.000000 Penalty: 5306.519043
	Iteration 33Q: 3 clusters Score -8218920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -8218914.500000 Penalty: 5306.519043
	Iteration 34Q: 3 clusters Score -8218914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -8218917.000000 Penalty: 5306.519043
	Iteration 35Q: 3 clusters Score -8218917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -8218918.500000 Penalty: 5306.519043
	Iteration 36Q: 3 clusters Score -8218918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -8218916.500000 Penalty: 5306.519043
	Iteration 37Q: 3 clusters Score -8218916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -8218918.000000 Penalty: 5306.519043
	Iteration 38Q: 3 clusters Score -8218918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -8218924.000000 Penalty: 5306.519043
	Iteration 39Q: 3 clusters Score -8218924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -8218925.000000 Penalty: 5306.519043
	Iteration 40F: 3 clusters Score -8218925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -8218922.000000 Penalty: 5306.519043
	Iteration 41Q: 3 clusters Score -8218922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -8218928.000000 Penalty: 5306.519043
	Iteration 42Q: 3 clusters Score -8218928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -8218928.000000 Penalty: 5306.519043
	Iteration 43F: 3 clusters Score -8218928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Entering Unmasked Estep 
Score: -7739607.500000 Penalty: 2639.953369
	Iteration 0F: 2 clusters Score -7739608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -7711247.500000 Penalty: 5279.906738
	Iteration 0F: 3 clusters Score -7711248 nChanged 19237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -7721737.000000 Penalty: 5279.906738
	Iteration 1F: 3 clusters Score -7721737 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -7722363.000000 Penalty: 5279.906738
	Iteration 2Q: 3 clusters Score -7722363 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -7723028.000000 Penalty: 5279.906738
	Iteration 3Q: 3 clusters Score -7723028 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -7723936.000000 Penalty: 5279.906738
	Iteration 4Q: 3 clusters Score -7723936 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -7725134.000000 Penalty: 5279.906738
	Iteration 5Q: 3 clusters Score -7725134 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -7726628.500000 Penalty: 5279.906738
	Iteration 6F: 3 clusters Score -7726628 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -7728607.000000 Penalty: 5279.906738
	Iteration 7F: 3 clusters Score -7728607 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -7730991.500000 Penalty: 5279.906738
	Iteration 8F: 3 clusters Score -7730992 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -7733233.500000 Penalty: 5279.906738
	Iteration 9F: 3 clusters Score -7733234 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -7734651.500000 Penalty: 5279.906738
	Iteration 10Q: 3 clusters Score -7734652 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -7735513.000000 Penalty: 5279.906738
	Iteration 11Q: 3 clusters Score -7735513 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -7736004.000000 Penalty: 5279.906738
	Iteration 12Q: 3 clusters Score -7736004 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -7736386.000000 Penalty: 5279.906738
	Iteration 13Q: 3 clusters Score -7736386 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -7736697.000000 Penalty: 5279.906738
	Iteration 14Q: 3 clusters Score -7736697 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -7736865.500000 Penalty: 5279.906738
	Iteration 15Q: 3 clusters Score -7736866 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -7737019.000000 Penalty: 5279.906738
	Iteration 16Q: 3 clusters Score -7737019 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -7737121.500000 Penalty: 5279.906738
	Iteration 17Q: 3 clusters Score -7737122 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -7737264.000000 Penalty: 5279.906738
	Iteration 18Q: 3 clusters Score -7737264 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -7737343.500000 Penalty: 5279.906738
	Iteration 19Q: 3 clusters Score -7737344 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -7737432.000000 Penalty: 5279.906738
	Iteration 20F: 3 clusters Score -7737432 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -7737502.000000 Penalty: 5279.906738
	Iteration 21Q: 3 clusters Score -7737502 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -7737535.500000 Penalty: 5279.906738
	Iteration 22Q: 3 clusters Score -7737536 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -7737583.000000 Penalty: 5279.906738
	Iteration 23Q: 3 clusters Score -7737583 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -7737638.000000 Penalty: 5279.906738
	Iteration 24Q: 3 clusters Score -7737638 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -7737695.500000 Penalty: 5279.906738
	Iteration 25Q: 3 clusters Score -7737696 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -7737784.000000 Penalty: 5279.906738
	Iteration 26Q: 3 clusters Score -7737784 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -7737816.000000 Penalty: 5279.906738
	Iteration 27Q: 3 clusters Score -7737816 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -7737853.000000 Penalty: 5279.906738
	Iteration 28Q: 3 clusters Score -7737853 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -7737874.000000 Penalty: 5279.906738
	Iteration 29Q: 3 clusters Score -7737874 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -7737925.000000 Penalty: 5279.906738
	Iteration 30Q: 3 clusters Score -7737925 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -7737967.000000 Penalty: 5279.906738
	Iteration 31Q: 3 clusters Score -7737967 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -7737956.500000 Penalty: 5279.906738
	Iteration 32Q: 3 clusters Score -7737956 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -7737976.500000 Penalty: 5279.906738
	Iteration 33Q: 3 clusters Score -7737976 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -7738002.000000 Penalty: 5279.906738
	Iteration 34Q: 3 clusters Score -7738002 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -7738032.500000 Penalty: 5279.906738
	Iteration 35Q: 3 clusters Score -7738032 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -7738039.500000 Penalty: 5279.906738
	Iteration 36Q: 3 clusters Score -7738040 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -7738062.000000 Penalty: 5279.906738
	Iteration 37Q: 3 clusters Score -7738062 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -7738078.000000 Penalty: 5279.906738
	Iteration 38Q: 3 clusters Score -7738078 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -7738088.500000 Penalty: 5279.906738
	Iteration 39Q: 3 clusters Score -7738088 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -7738122.000000 Penalty: 5279.906738
	Iteration 40F: 3 clusters Score -7738122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -7738132.000000 Penalty: 5279.906738
	Iteration 41Q: 3 clusters Score -7738132 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -7738177.500000 Penalty: 5279.906738
	Iteration 42Q: 3 clusters Score -7738178 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -7738190.000000 Penalty: 5279.906738
	Iteration 43Q: 3 clusters Score -7738190 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -7738205.500000 Penalty: 5279.906738
	Iteration 44Q: 3 clusters Score -7738206 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -7738210.500000 Penalty: 5279.906738
	Iteration 45Q: 3 clusters Score -7738210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -7738225.500000 Penalty: 5279.906738
	Iteration 46Q: 3 clusters Score -7738226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -7738227.000000 Penalty: 5279.906738
	Iteration 47Q: 3 clusters Score -7738227 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -7738242.500000 Penalty: 5279.906738
	Iteration 48Q: 3 clusters Score -7738242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -7738258.500000 Penalty: 5279.906738
	Iteration 49Q: 3 clusters Score -7738258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -7738251.000000 Penalty: 5279.906738
	Iteration 50Q: 3 clusters Score -7738251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -7738260.000000 Penalty: 5279.906738
	Iteration 51Q: 3 clusters Score -7738260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -7738269.500000 Penalty: 5279.906738
	Iteration 52Q: 3 clusters Score -7738270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -7738272.000000 Penalty: 5279.906738
	Iteration 53Q: 3 clusters Score -7738272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -7738267.500000 Penalty: 5279.906738
	Iteration 54Q: 3 clusters Score -7738268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -7738272.500000 Penalty: 5279.906738
	Iteration 55Q: 3 clusters Score -7738272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -7738276.000000 Penalty: 5279.906738
	Iteration 56Q: 3 clusters Score -7738276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -7738273.000000 Penalty: 5279.906738
	Iteration 57Q: 3 clusters Score -7738273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -7738271.000000 Penalty: 5279.906738
	Iteration 58Q: 3 clusters Score -7738271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -7738269.000000 Penalty: 5279.906738
	Iteration 59Q: 3 clusters Score -7738269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -7738285.000000 Penalty: 5279.906738
	Iteration 60F: 3 clusters Score -7738285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -7738285.500000 Penalty: 5279.906738
	Iteration 61Q: 3 clusters Score -7738286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7738291.000000 Penalty: 5279.906738
	Iteration 62Q: 3 clusters Score -7738291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -7738291.000000 Penalty: 5279.906738
	Iteration 63Q: 3 clusters Score -7738291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -7738294.500000 Penalty: 5279.906738
	Iteration 64Q: 3 clusters Score -7738294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -7738293.000000 Penalty: 5279.906738
	Iteration 65Q: 3 clusters Score -7738293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -7738293.500000 Penalty: 5279.906738
	Iteration 66Q: 3 clusters Score -7738294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -7738292.500000 Penalty: 5279.906738
	Iteration 67Q: 3 clusters Score -7738292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -7738300.500000 Penalty: 5279.906738
	Iteration 68Q: 3 clusters Score -7738300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -7738296.000000 Penalty: 5279.906738
	Iteration 69Q: 3 clusters Score -7738296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -7738289.500000 Penalty: 5279.906738
	Iteration 70Q: 3 clusters Score -7738290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -7738288.500000 Penalty: 5279.906738
	Iteration 71Q: 3 clusters Score -7738288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -7738298.500000 Penalty: 5279.906738
	Iteration 72Q: 3 clusters Score -7738298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -7738290.500000 Penalty: 5279.906738
	Iteration 73Q: 3 clusters Score -7738290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -7738297.500000 Penalty: 5279.906738
	Iteration 74Q: 3 clusters Score -7738298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -7738297.500000 Penalty: 5279.906738
	Iteration 75F: 3 clusters Score -7738298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Entering Unmasked Estep 
Score: -8454316.000000 Penalty: 2663.686279
	Iteration 0F: 2 clusters Score -8454316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -8423963.000000 Penalty: 5327.372559
	Iteration 0F: 3 clusters Score -8423963 nChanged 21315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -8435670.000000 Penalty: 5327.372559
	Iteration 1F: 3 clusters Score -8435670 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -8436142.000000 Penalty: 5327.372559
	Iteration 2Q: 3 clusters Score -8436142 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -8436629.000000 Penalty: 5327.372559
	Iteration 3Q: 3 clusters Score -8436629 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -8437174.000000 Penalty: 5327.372559
	Iteration 4Q: 3 clusters Score -8437174 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -8438093.000000 Penalty: 5327.372559
	Iteration 5Q: 3 clusters Score -8438093 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -8439508.000000 Penalty: 5327.372559
	Iteration 6F: 3 clusters Score -8439508 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -8441872.000000 Penalty: 5327.372559
	Iteration 7F: 3 clusters Score -8441872 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -8445170.000000 Penalty: 5327.372559
	Iteration 8F: 3 clusters Score -8445170 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -8448661.000000 Penalty: 5327.372559
	Iteration 9F: 3 clusters Score -8448661 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8450716.000000 Penalty: 5327.372559
	Iteration 10F: 3 clusters Score -8450716 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8451468.000000 Penalty: 5327.372559
	Iteration 11Q: 3 clusters Score -8451468 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8451760.000000 Penalty: 5327.372559
	Iteration 12Q: 3 clusters Score -8451760 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8451887.000000 Penalty: 5327.372559
	Iteration 13Q: 3 clusters Score -8451887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8451928.000000 Penalty: 5327.372559
	Iteration 14Q: 3 clusters Score -8451928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8451945.000000 Penalty: 5327.372559
	Iteration 15Q: 3 clusters Score -8451945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8451960.000000 Penalty: 5327.372559
	Iteration 16Q: 3 clusters Score -8451960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8451978.000000 Penalty: 5327.372559
	Iteration 17Q: 3 clusters Score -8451978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8451974.000000 Penalty: 5327.372559
	Iteration 18Q: 3 clusters Score -8451974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8451978.000000 Penalty: 5327.372559
	Iteration 19Q: 3 clusters Score -8451978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8451982.000000 Penalty: 5327.372559
	Iteration 20F: 3 clusters Score -8451982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8451986.000000 Penalty: 5327.372559
	Iteration 21Q: 3 clusters Score -8451986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8451992.000000 Penalty: 5327.372559
	Iteration 22Q: 3 clusters Score -8451992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8451992.000000 Penalty: 5327.372559
	Iteration 23F: 3 clusters Score -8451992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Entering Unmasked Estep 
Score: -201028.468750 Penalty: 1747.999878
	Iteration 0F: 2 clusters Score -201028.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -199005.078125 Penalty: 3495.999756
	Iteration 0F: 3 clusters Score -199005.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -199428.968750 Penalty: 3495.999756
	Iteration 1F: 3 clusters Score -199429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -199598.437500 Penalty: 3495.999756
	Iteration 2F: 3 clusters Score -199598.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -199851.468750 Penalty: 3495.999756
	Iteration 3F: 3 clusters Score -199851.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -200137.796875 Penalty: 3495.999756
	Iteration 4F: 3 clusters Score -200137.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -200404.765625 Penalty: 3495.999756
	Iteration 5F: 3 clusters Score -200404.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -200540.062500 Penalty: 3495.999756
	Iteration 6Q: 3 clusters Score -200540.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -200650.453125 Penalty: 3495.999756
	Iteration 7Q: 3 clusters Score -200650.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -200730.421875 Penalty: 3495.999756
	Iteration 8Q: 3 clusters Score -200730.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -200816.593750 Penalty: 3495.999756
	Iteration 9Q: 3 clusters Score -200816.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -200876.312500 Penalty: 3495.999756
	Iteration 10Q: 3 clusters Score -200876.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -200909.250000 Penalty: 3495.999756
	Iteration 11Q: 3 clusters Score -200909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -200926.484375 Penalty: 3495.999756
	Iteration 12Q: 3 clusters Score -200926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -200932.234375 Penalty: 3495.999756
	Iteration 13Q: 3 clusters Score -200932.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -200935.125000 Penalty: 3495.999756
	Iteration 14Q: 3 clusters Score -200935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -200936.781250 Penalty: 3495.999756
	Iteration 15Q: 3 clusters Score -200936.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -200937.687500 Penalty: 3495.999756
	Iteration 16F: 3 clusters Score -200937.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -200964.343750 Penalty: 3495.999756
	Iteration 17Q: 3 clusters Score -200964.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -201052.671875 Penalty: 3495.999756
	Iteration 18Q: 3 clusters Score -201052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -201085.218750 Penalty: 3495.999756
	Iteration 19Q: 3 clusters Score -201085.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -201089.171875 Penalty: 3495.999756
	Iteration 20F: 3 clusters Score -201089.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -201090.093750 Penalty: 3495.999756
	Iteration 21Q: 3 clusters Score -201090.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201094.593750 Penalty: 3495.999756
	Iteration 22Q: 3 clusters Score -201094.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -201099.109375 Penalty: 3495.999756
	Iteration 23Q: 3 clusters Score -201099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -201099.109375 Penalty: 3495.999756
	Iteration 24F: 3 clusters Score -201099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 41981 members 
Mstep: Class 3 contains 46197 members 
Mstep: Class 4 contains 249 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 43359 members 
Mstep: Class 7 contains 42160 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42541 members 
Mstep: Class 11 contains 902 members 
Mstep: Class 12 contains 42441 members 
Mstep: Class 13 contains 49576 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 46600 members 
Mstep: Class 16 contains 42185 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42319 members 
Mstep: Class 19 contains 34150 members 
Mstep: Class 20 contains 42418 members 
Mstep: Class 21 contains 43574 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37086 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 46282 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
Score: -126915576.000000 Penalty: 86770.679688
Splitting cluster 4 changes total score from -126917536.000000 to -126915576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Entering Unmasked Estep 
Score: -484277.406250 Penalty: 1966.244751
	Iteration 0F: 2 clusters Score -484277.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -481140.906250 Penalty: 3932.489502
	Iteration 0F: 3 clusters Score -481140.9 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -481798.968750 Penalty: 3932.489502
	Iteration 1F: 3 clusters Score -481799 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -481971.437500 Penalty: 3932.489502
	Iteration 2F: 3 clusters Score -481971.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -482093.593750 Penalty: 3932.489502
	Iteration 3Q: 3 clusters Score -482093.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -482179.718750 Penalty: 3932.489502
	Iteration 4Q: 3 clusters Score -482179.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -482243.312500 Penalty: 3932.489502
	Iteration 5Q: 3 clusters Score -482243.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -482306.156250 Penalty: 3932.489502
	Iteration 6Q: 3 clusters Score -482306.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -482357.312500 Penalty: 3932.489502
	Iteration 7Q: 3 clusters Score -482357.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -482426.656250 Penalty: 3932.489502
	Iteration 8Q: 3 clusters Score -482426.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -482486.062500 Penalty: 3932.489502
	Iteration 9Q: 3 clusters Score -482486.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -482525.187500 Penalty: 3932.489502
	Iteration 10Q: 3 clusters Score -482525.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -482551.000000 Penalty: 3932.489502
	Iteration 11Q: 3 clusters Score -482551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -482581.312500 Penalty: 3932.489502
	Iteration 12Q: 3 clusters Score -482581.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -482620.500000 Penalty: 3932.489502
	Iteration 13Q: 3 clusters Score -482620.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -482645.500000 Penalty: 3932.489502
	Iteration 14Q: 3 clusters Score -482645.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -482662.718750 Penalty: 3932.489502
	Iteration 15Q: 3 clusters Score -482662.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -482673.750000 Penalty: 3932.489502
	Iteration 16Q: 3 clusters Score -482673.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -482680.593750 Penalty: 3932.489502
	Iteration 17Q: 3 clusters Score -482680.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -482684.968750 Penalty: 3932.489502
	Iteration 18Q: 3 clusters Score -482685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -482690.125000 Penalty: 3932.489502
	Iteration 19Q: 3 clusters Score -482690.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -482694.781250 Penalty: 3932.489502
	Iteration 20F: 3 clusters Score -482694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -482698.625000 Penalty: 3932.489502
	Iteration 21Q: 3 clusters Score -482698.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -482700.968750 Penalty: 3932.489502
	Iteration 22Q: 3 clusters Score -482701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -482702.406250 Penalty: 3932.489502
	Iteration 23Q: 3 clusters Score -482702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -482703.437500 Penalty: 3932.489502
	Iteration 24Q: 3 clusters Score -482703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -482704.906250 Penalty: 3932.489502
	Iteration 25Q: 3 clusters Score -482704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -482705.343750 Penalty: 3932.489502
	Iteration 26Q: 3 clusters Score -482705.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -482705.781250 Penalty: 3932.489502
	Iteration 27Q: 3 clusters Score -482705.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -482705.781250 Penalty: 3932.489502
	Iteration 28F: 3 clusters Score -482705.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Entering Unmasked Estep 
Score: -8088216.000000 Penalty: 2647.962891
	Iteration 0F: 2 clusters Score -8088216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -8059417.000000 Penalty: 5295.925781
	Iteration 0F: 3 clusters Score -8059417 nChanged 20005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -8070524.000000 Penalty: 5295.925781
	Iteration 1F: 3 clusters Score -8070524 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -8070946.000000 Penalty: 5295.925781
	Iteration 2Q: 3 clusters Score -8070946 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -8071534.000000 Penalty: 5295.925781
	Iteration 3Q: 3 clusters Score -8071534 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -8072021.000000 Penalty: 5295.925781
	Iteration 4Q: 3 clusters Score -8072021 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -8072770.500000 Penalty: 5295.925781
	Iteration 5Q: 3 clusters Score -8072770 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -8073649.500000 Penalty: 5295.925781
	Iteration 6Q: 3 clusters Score -8073650 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -8074951.000000 Penalty: 5295.925781
	Iteration 7F: 3 clusters Score -8074951 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -8076602.000000 Penalty: 5295.925781
	Iteration 8F: 3 clusters Score -8076602 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -8078458.000000 Penalty: 5295.925781
	Iteration 9F: 3 clusters Score -8078458 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -8080111.500000 Penalty: 5295.925781
	Iteration 10F: 3 clusters Score -8080112 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -8081303.000000 Penalty: 5295.925781
	Iteration 11Q: 3 clusters Score -8081303 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -8082082.500000 Penalty: 5295.925781
	Iteration 12Q: 3 clusters Score -8082082 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -8082602.500000 Penalty: 5295.925781
	Iteration 13Q: 3 clusters Score -8082602 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -8082996.500000 Penalty: 5295.925781
	Iteration 14Q: 3 clusters Score -8082996 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -8083348.000000 Penalty: 5295.925781
	Iteration 15Q: 3 clusters Score -8083348 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -8083687.000000 Penalty: 5295.925781
	Iteration 16Q: 3 clusters Score -8083687 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -8083930.000000 Penalty: 5295.925781
	Iteration 17Q: 3 clusters Score -8083930 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -8084187.500000 Penalty: 5295.925781
	Iteration 18Q: 3 clusters Score -8084188 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -8084418.000000 Penalty: 5295.925781
	Iteration 19Q: 3 clusters Score -8084418 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -8084676.000000 Penalty: 5295.925781
	Iteration 20F: 3 clusters Score -8084676 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -8084877.000000 Penalty: 5295.925781
	Iteration 21Q: 3 clusters Score -8084877 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -8085002.500000 Penalty: 5295.925781
	Iteration 22Q: 3 clusters Score -8085002 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -8085145.000000 Penalty: 5295.925781
	Iteration 23Q: 3 clusters Score -8085145 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -8085277.000000 Penalty: 5295.925781
	Iteration 24Q: 3 clusters Score -8085277 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -8085369.000000 Penalty: 5295.925781
	Iteration 25Q: 3 clusters Score -8085369 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -8085426.000000 Penalty: 5295.925781
	Iteration 26Q: 3 clusters Score -8085426 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -8085507.500000 Penalty: 5295.925781
	Iteration 27Q: 3 clusters Score -8085508 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -8085553.000000 Penalty: 5295.925781
	Iteration 28Q: 3 clusters Score -8085553 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -8085592.500000 Penalty: 5295.925781
	Iteration 29Q: 3 clusters Score -8085592 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -8085631.500000 Penalty: 5295.925781
	Iteration 30Q: 3 clusters Score -8085632 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -8085662.000000 Penalty: 5295.925781
	Iteration 31Q: 3 clusters Score -8085662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -8085697.500000 Penalty: 5295.925781
	Iteration 32Q: 3 clusters Score -8085698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -8085735.500000 Penalty: 5295.925781
	Iteration 33Q: 3 clusters Score -8085736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -8085765.500000 Penalty: 5295.925781
	Iteration 34Q: 3 clusters Score -8085766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -8085775.500000 Penalty: 5295.925781
	Iteration 35Q: 3 clusters Score -8085776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -8085788.500000 Penalty: 5295.925781
	Iteration 36Q: 3 clusters Score -8085788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -8085820.000000 Penalty: 5295.925781
	Iteration 37Q: 3 clusters Score -8085820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -8085842.000000 Penalty: 5295.925781
	Iteration 38Q: 3 clusters Score -8085842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -8085856.000000 Penalty: 5295.925781
	Iteration 39Q: 3 clusters Score -8085856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -8085874.500000 Penalty: 5295.925781
	Iteration 40F: 3 clusters Score -8085874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -8085875.500000 Penalty: 5295.925781
	Iteration 41Q: 3 clusters Score -8085876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -8085892.000000 Penalty: 5295.925781
	Iteration 42Q: 3 clusters Score -8085892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 41218 members 
Entering Unmasked Estep 
Score: -8085920.000000 Penalty: 5295.925781
	Iteration 43Q: 3 clusters Score -8085920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -8085924.500000 Penalty: 5295.925781
	Iteration 44Q: 3 clusters Score -8085924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -8085920.500000 Penalty: 5295.925781
	Iteration 45Q: 3 clusters Score -8085920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -8085926.500000 Penalty: 5295.925781
	Iteration 46Q: 3 clusters Score -8085926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -8085936.000000 Penalty: 5295.925781
	Iteration 47Q: 3 clusters Score -8085936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -8085941.000000 Penalty: 5295.925781
	Iteration 48Q: 3 clusters Score -8085941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -8085958.500000 Penalty: 5295.925781
	Iteration 49Q: 3 clusters Score -8085958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -8085960.500000 Penalty: 5295.925781
	Iteration 50Q: 3 clusters Score -8085960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -8085963.500000 Penalty: 5295.925781
	Iteration 51Q: 3 clusters Score -8085964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -8085966.000000 Penalty: 5295.925781
	Iteration 52Q: 3 clusters Score -8085966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -8085967.000000 Penalty: 5295.925781
	Iteration 53Q: 3 clusters Score -8085967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -8085970.500000 Penalty: 5295.925781
	Iteration 54Q: 3 clusters Score -8085970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -8085971.500000 Penalty: 5295.925781
	Iteration 55Q: 3 clusters Score -8085972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -8085974.000000 Penalty: 5295.925781
	Iteration 56Q: 3 clusters Score -8085974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -8085980.500000 Penalty: 5295.925781
	Iteration 57Q: 3 clusters Score -8085980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -8085983.000000 Penalty: 5295.925781
	Iteration 58Q: 3 clusters Score -8085983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -8085977.000000 Penalty: 5295.925781
	Iteration 59Q: 3 clusters Score -8085977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -8085976.000000 Penalty: 5295.925781
	Iteration 60F: 3 clusters Score -8085976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -8085982.000000 Penalty: 5295.925781
	Iteration 61Q: 3 clusters Score -8085982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -8085977.500000 Penalty: 5295.925781
	Iteration 62Q: 3 clusters Score -8085978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -8085980.000000 Penalty: 5295.925781
	Iteration 63Q: 3 clusters Score -8085980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -8085979.000000 Penalty: 5295.925781
	Iteration 64Q: 3 clusters Score -8085979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -8085976.500000 Penalty: 5295.925781
	Iteration 65Q: 3 clusters Score -8085976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -8085974.000000 Penalty: 5295.925781
	Iteration 66Q: 3 clusters Score -8085974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -8085970.000000 Penalty: 5295.925781
	Iteration 67Q: 3 clusters Score -8085970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -8085974.500000 Penalty: 5295.925781
	Iteration 68Q: 3 clusters Score -8085974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -8085975.500000 Penalty: 5295.925781
	Iteration 69Q: 3 clusters Score -8085976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -8085974.000000 Penalty: 5295.925781
	Iteration 70Q: 3 clusters Score -8085974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -8085976.500000 Penalty: 5295.925781
	Iteration 71Q: 3 clusters Score -8085976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -8085975.500000 Penalty: 5295.925781
	Iteration 72Q: 3 clusters Score -8085976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -8085976.000000 Penalty: 5295.925781
	Iteration 73Q: 3 clusters Score -8085976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -8085970.000000 Penalty: 5295.925781
	Iteration 74Q: 3 clusters Score -8085970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -8085972.500000 Penalty: 5295.925781
	Iteration 75Q: 3 clusters Score -8085972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -8085981.500000 Penalty: 5295.925781
	Iteration 76Q: 3 clusters Score -8085982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -8085982.000000 Penalty: 5295.925781
	Iteration 77Q: 3 clusters Score -8085982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -8085974.000000 Penalty: 5295.925781
	Iteration 78Q: 3 clusters Score -8085974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -8085986.000000 Penalty: 5295.925781
	Iteration 79Q: 3 clusters Score -8085986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -8085981.000000 Penalty: 5295.925781
	Iteration 80F: 3 clusters Score -8085981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Entering Unmasked Estep 
Score: -7757222.500000 Penalty: 2641.008301
	Iteration 0F: 2 clusters Score -7757222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -7728807.000000 Penalty: 5282.016602
	Iteration 0F: 3 clusters Score -7728807 nChanged 19258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -7739401.500000 Penalty: 5282.016602
	Iteration 1F: 3 clusters Score -7739402 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -7739865.000000 Penalty: 5282.016602
	Iteration 2Q: 3 clusters Score -7739865 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -7740313.500000 Penalty: 5282.016602
	Iteration 3Q: 3 clusters Score -7740314 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -7740867.000000 Penalty: 5282.016602
	Iteration 4Q: 3 clusters Score -7740867 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -7741701.000000 Penalty: 5282.016602
	Iteration 5Q: 3 clusters Score -7741701 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -7743108.500000 Penalty: 5282.016602
	Iteration 6F: 3 clusters Score -7743108 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -7745197.500000 Penalty: 5282.016602
	Iteration 7F: 3 clusters Score -7745198 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -7748046.500000 Penalty: 5282.016602
	Iteration 8F: 3 clusters Score -7748046 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -7750857.000000 Penalty: 5282.016602
	Iteration 9F: 3 clusters Score -7750857 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -7752755.000000 Penalty: 5282.016602
	Iteration 10Q: 3 clusters Score -7752755 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -7753839.500000 Penalty: 5282.016602
	Iteration 11Q: 3 clusters Score -7753840 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -7754338.500000 Penalty: 5282.016602
	Iteration 12Q: 3 clusters Score -7754338 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -7754603.500000 Penalty: 5282.016602
	Iteration 13Q: 3 clusters Score -7754604 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -7754786.500000 Penalty: 5282.016602
	Iteration 14Q: 3 clusters Score -7754786 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -7754887.500000 Penalty: 5282.016602
	Iteration 15Q: 3 clusters Score -7754888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -7754937.500000 Penalty: 5282.016602
	Iteration 16Q: 3 clusters Score -7754938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -7754988.000000 Penalty: 5282.016602
	Iteration 17Q: 3 clusters Score -7754988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -7755016.500000 Penalty: 5282.016602
	Iteration 18Q: 3 clusters Score -7755016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -7755015.500000 Penalty: 5282.016602
	Iteration 19Q: 3 clusters Score -7755016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -7755026.000000 Penalty: 5282.016602
	Iteration 20F: 3 clusters Score -7755026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -7755029.500000 Penalty: 5282.016602
	Iteration 21Q: 3 clusters Score -7755030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -7755038.500000 Penalty: 5282.016602
	Iteration 22Q: 3 clusters Score -7755038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -7755041.500000 Penalty: 5282.016602
	Iteration 23Q: 3 clusters Score -7755042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -7755053.500000 Penalty: 5282.016602
	Iteration 24Q: 3 clusters Score -7755054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -7755057.500000 Penalty: 5282.016602
	Iteration 25Q: 3 clusters Score -7755058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -7755053.000000 Penalty: 5282.016602
	Iteration 26Q: 3 clusters Score -7755053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -7755064.500000 Penalty: 5282.016602
	Iteration 27Q: 3 clusters Score -7755064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -7755061.000000 Penalty: 5282.016602
	Iteration 28Q: 3 clusters Score -7755061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -7755064.000000 Penalty: 5282.016602
	Iteration 29Q: 3 clusters Score -7755064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -7755070.000000 Penalty: 5282.016602
	Iteration 30Q: 3 clusters Score -7755070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -7755077.000000 Penalty: 5282.016602
	Iteration 31Q: 3 clusters Score -7755077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -7755081.500000 Penalty: 5282.016602
	Iteration 32Q: 3 clusters Score -7755082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -7755078.500000 Penalty: 5282.016602
	Iteration 33Q: 3 clusters Score -7755078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -7755081.000000 Penalty: 5282.016602
	Iteration 34Q: 3 clusters Score -7755081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -7755085.500000 Penalty: 5282.016602
	Iteration 35Q: 3 clusters Score -7755086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -7755092.000000 Penalty: 5282.016602
	Iteration 36Q: 3 clusters Score -7755092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -7755088.000000 Penalty: 5282.016602
	Iteration 37Q: 3 clusters Score -7755088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -7755089.500000 Penalty: 5282.016602
	Iteration 38Q: 3 clusters Score -7755090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -7755085.000000 Penalty: 5282.016602
	Iteration 39Q: 3 clusters Score -7755085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -7755090.500000 Penalty: 5282.016602
	Iteration 40F: 3 clusters Score -7755090 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: -656060.375000 Penalty: 2029.621094
	Iteration 0F: 2 clusters Score -656060.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -652422.250000 Penalty: 4059.242188
	Iteration 0F: 3 clusters Score -652422.2 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -653187.250000 Penalty: 4059.242188
	Iteration 1F: 3 clusters Score -653187.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -653398.500000 Penalty: 4059.242188
	Iteration 2F: 3 clusters Score -653398.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -653525.750000 Penalty: 4059.242188
	Iteration 3F: 3 clusters Score -653525.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -653586.437500 Penalty: 4059.242188
	Iteration 4Q: 3 clusters Score -653586.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -653625.437500 Penalty: 4059.242188
	Iteration 5Q: 3 clusters Score -653625.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -653650.000000 Penalty: 4059.242188
	Iteration 6Q: 3 clusters Score -653650 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -653665.187500 Penalty: 4059.242188
	Iteration 7Q: 3 clusters Score -653665.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -653676.875000 Penalty: 4059.242188
	Iteration 8Q: 3 clusters Score -653676.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -653684.875000 Penalty: 4059.242188
	Iteration 9Q: 3 clusters Score -653684.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -653690.250000 Penalty: 4059.242188
	Iteration 10Q: 3 clusters Score -653690.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -653693.562500 Penalty: 4059.242188
	Iteration 11Q: 3 clusters Score -653693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -653694.812500 Penalty: 4059.242188
	Iteration 12Q: 3 clusters Score -653694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -653696.937500 Penalty: 4059.242188
	Iteration 13Q: 3 clusters Score -653696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -653698.500000 Penalty: 4059.242188
	Iteration 14Q: 3 clusters Score -653698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -653699.687500 Penalty: 4059.242188
	Iteration 15Q: 3 clusters Score -653699.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -653699.437500 Penalty: 4059.242188
	Iteration 16Q: 3 clusters Score -653699.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -653699.437500 Penalty: 4059.242188
	Iteration 17F: 3 clusters Score -653699.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -108576.031250 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -108576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -106989.773438 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -106989.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -107497.570312 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -107497.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107798.281250 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -107798.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107978.968750 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -107979 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -108102.984375 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -108103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -108220.257812 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -108220.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -108321.476562 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -108321.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -108388.039062 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -108388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -108402.390625 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -108402.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -108419.156250 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -108419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -108427.289062 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -108427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -108434.710938 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -108434.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -108441.617188 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -108441.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -108443.093750 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -108443.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -108451.546875 Penalty: 3283.556396
	Iteration 14F: 3 clusters Score -108451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -108486.968750 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -108487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -108516.976562 Penalty: 3283.556396
	Iteration 16Q: 3 clusters Score -108517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -108575.921875 Penalty: 3283.556396
	Iteration 17Q: 3 clusters Score -108575.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -108619.898438 Penalty: 3283.556396
	Iteration 18Q: 3 clusters Score -108619.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108633.289062 Penalty: 3283.556396
	Iteration 19Q: 3 clusters Score -108633.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -108639.976562 Penalty: 3283.556396
	Iteration 20F: 3 clusters Score -108640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -108651.578125 Penalty: 3283.556396
	Iteration 21Q: 3 clusters Score -108651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -108663.242188 Penalty: 3283.556396
	Iteration 22Q: 3 clusters Score -108663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -108672.132812 Penalty: 3283.556396
	Iteration 23Q: 3 clusters Score -108672.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -108680.898438 Penalty: 3283.556396
	Iteration 24Q: 3 clusters Score -108680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -108684.210938 Penalty: 3283.556396
	Iteration 25Q: 3 clusters Score -108684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -108687.851562 Penalty: 3283.556396
	Iteration 26Q: 3 clusters Score -108687.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -108687.851562 Penalty: 3283.556396
	Iteration 27F: 3 clusters Score -108687.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 41981 members 
Mstep: Class 3 contains 46197 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 43359 members 
Mstep: Class 7 contains 42160 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 406 members 
Mstep: Class 10 contains 42541 members 
Mstep: Class 11 contains 344 members 
Mstep: Class 12 contains 42441 members 
Mstep: Class 13 contains 49576 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 46600 members 
Mstep: Class 16 contains 42185 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42319 members 
Mstep: Class 19 contains 34150 members 
Mstep: Class 20 contains 42418 members 
Mstep: Class 21 contains 43574 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37086 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 46282 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
Score: -126915568.000000 Penalty: 86770.679688
Splitting cluster 9 changes total score from -126917536.000000 to -126915568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (42541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Entering Unmasked Estep 
Score: -7858953.500000 Penalty: 2643.239258
	Iteration 0F: 2 clusters Score -7858954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -7830472.500000 Penalty: 5286.478516
	Iteration 0F: 3 clusters Score -7830472 nChanged 19627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -7841339.500000 Penalty: 5286.478516
	Iteration 1F: 3 clusters Score -7841340 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -7841816.000000 Penalty: 5286.478516
	Iteration 2Q: 3 clusters Score -7841816 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -7842513.500000 Penalty: 5286.478516
	Iteration 3Q: 3 clusters Score -7842514 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -7843400.000000 Penalty: 5286.478516
	Iteration 4Q: 3 clusters Score -7843400 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -7844575.500000 Penalty: 5286.478516
	Iteration 5Q: 3 clusters Score -7844576 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -7845800.000000 Penalty: 5286.478516
	Iteration 6Q: 3 clusters Score -7845800 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -7847158.500000 Penalty: 5286.478516
	Iteration 7Q: 3 clusters Score -7847158 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -7848437.500000 Penalty: 5286.478516
	Iteration 8F: 3 clusters Score -7848438 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -7849702.000000 Penalty: 5286.478516
	Iteration 9F: 3 clusters Score -7849702 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -7850839.000000 Penalty: 5286.478516
	Iteration 10Q: 3 clusters Score -7850839 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -7851744.000000 Penalty: 5286.478516
	Iteration 11Q: 3 clusters Score -7851744 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -7852357.000000 Penalty: 5286.478516
	Iteration 12Q: 3 clusters Score -7852357 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -7852842.000000 Penalty: 5286.478516
	Iteration 13Q: 3 clusters Score -7852842 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -7853073.500000 Penalty: 5286.478516
	Iteration 14Q: 3 clusters Score -7853074 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -7853175.500000 Penalty: 5286.478516
	Iteration 15Q: 3 clusters Score -7853176 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -7853224.000000 Penalty: 5286.478516
	Iteration 16Q: 3 clusters Score -7853224 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -7853276.500000 Penalty: 5286.478516
	Iteration 17Q: 3 clusters Score -7853276 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -7853273.500000 Penalty: 5286.478516
	Iteration 18Q: 3 clusters Score -7853274 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -7853299.500000 Penalty: 5286.478516
	Iteration 19Q: 3 clusters Score -7853300 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -7853325.000000 Penalty: 5286.478516
	Iteration 20F: 3 clusters Score -7853325 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -7853364.000000 Penalty: 5286.478516
	Iteration 21Q: 3 clusters Score -7853364 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -7853366.000000 Penalty: 5286.478516
	Iteration 22Q: 3 clusters Score -7853366 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -7853380.500000 Penalty: 5286.478516
	Iteration 23Q: 3 clusters Score -7853380 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -7853413.000000 Penalty: 5286.478516
	Iteration 24Q: 3 clusters Score -7853413 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -7853433.500000 Penalty: 5286.478516
	Iteration 25Q: 3 clusters Score -7853434 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -7853426.000000 Penalty: 5286.478516
	Iteration 26Q: 3 clusters Score -7853426 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -7853462.000000 Penalty: 5286.478516
	Iteration 27Q: 3 clusters Score -7853462 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -7853474.500000 Penalty: 5286.478516
	Iteration 28Q: 3 clusters Score -7853474 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -7853462.000000 Penalty: 5286.478516
	Iteration 29Q: 3 clusters Score -7853462 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -7853494.000000 Penalty: 5286.478516
	Iteration 30Q: 3 clusters Score -7853494 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -7853508.500000 Penalty: 5286.478516
	Iteration 31Q: 3 clusters Score -7853508 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -7853525.000000 Penalty: 5286.478516
	Iteration 32Q: 3 clusters Score -7853525 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -7853552.500000 Penalty: 5286.478516
	Iteration 33Q: 3 clusters Score -7853552 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -7853545.000000 Penalty: 5286.478516
	Iteration 34Q: 3 clusters Score -7853545 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -7853577.000000 Penalty: 5286.478516
	Iteration 35Q: 3 clusters Score -7853577 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -7853593.500000 Penalty: 5286.478516
	Iteration 36Q: 3 clusters Score -7853594 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -7853625.500000 Penalty: 5286.478516
	Iteration 37Q: 3 clusters Score -7853626 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -7853665.500000 Penalty: 5286.478516
	Iteration 38Q: 3 clusters Score -7853666 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -7853719.500000 Penalty: 5286.478516
	Iteration 39Q: 3 clusters Score -7853720 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -7853763.000000 Penalty: 5286.478516
	Iteration 40F: 3 clusters Score -7853763 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -7853820.000000 Penalty: 5286.478516
	Iteration 41Q: 3 clusters Score -7853820 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -7853898.000000 Penalty: 5286.478516
	Iteration 42Q: 3 clusters Score -7853898 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -7853990.000000 Penalty: 5286.478516
	Iteration 43Q: 3 clusters Score -7853990 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -7854092.500000 Penalty: 5286.478516
	Iteration 44Q: 3 clusters Score -7854092 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -7854197.000000 Penalty: 5286.478516
	Iteration 45Q: 3 clusters Score -7854197 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -7854350.000000 Penalty: 5286.478516
	Iteration 46Q: 3 clusters Score -7854350 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -7854500.000000 Penalty: 5286.478516
	Iteration 47Q: 3 clusters Score -7854500 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -7854654.000000 Penalty: 5286.478516
	Iteration 48Q: 3 clusters Score -7854654 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -7854855.500000 Penalty: 5286.478516
	Iteration 49Q: 3 clusters Score -7854856 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -7855028.500000 Penalty: 5286.478516
	Iteration 50Q: 3 clusters Score -7855028 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -7855223.000000 Penalty: 5286.478516
	Iteration 51Q: 3 clusters Score -7855223 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -7855408.500000 Penalty: 5286.478516
	Iteration 52Q: 3 clusters Score -7855408 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -7855591.000000 Penalty: 5286.478516
	Iteration 53Q: 3 clusters Score -7855591 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -7855769.000000 Penalty: 5286.478516
	Iteration 54Q: 3 clusters Score -7855769 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -7855897.000000 Penalty: 5286.478516
	Iteration 55Q: 3 clusters Score -7855897 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -7856067.000000 Penalty: 5286.478516
	Iteration 56Q: 3 clusters Score -7856067 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -7856170.000000 Penalty: 5286.478516
	Iteration 57Q: 3 clusters Score -7856170 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -7856282.000000 Penalty: 5286.478516
	Iteration 58Q: 3 clusters Score -7856282 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -7856419.000000 Penalty: 5286.478516
	Iteration 59Q: 3 clusters Score -7856419 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -7856532.000000 Penalty: 5286.478516
	Iteration 60F: 3 clusters Score -7856532 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -7856636.500000 Penalty: 5286.478516
	Iteration 61Q: 3 clusters Score -7856636 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -7856724.500000 Penalty: 5286.478516
	Iteration 62Q: 3 clusters Score -7856724 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -7856840.000000 Penalty: 5286.478516
	Iteration 63Q: 3 clusters Score -7856840 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -7856874.000000 Penalty: 5286.478516
	Iteration 64Q: 3 clusters Score -7856874 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -7856948.000000 Penalty: 5286.478516
	Iteration 65Q: 3 clusters Score -7856948 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -7857023.000000 Penalty: 5286.478516
	Iteration 66Q: 3 clusters Score -7857023 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -7857092.000000 Penalty: 5286.478516
	Iteration 67Q: 3 clusters Score -7857092 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -7857145.000000 Penalty: 5286.478516
	Iteration 68Q: 3 clusters Score -7857145 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -7857210.000000 Penalty: 5286.478516
	Iteration 69Q: 3 clusters Score -7857210 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -7857263.000000 Penalty: 5286.478516
	Iteration 70Q: 3 clusters Score -7857263 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -7857347.500000 Penalty: 5286.478516
	Iteration 71Q: 3 clusters Score -7857348 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -7857436.000000 Penalty: 5286.478516
	Iteration 72Q: 3 clusters Score -7857436 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -7857502.000000 Penalty: 5286.478516
	Iteration 73Q: 3 clusters Score -7857502 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -7857561.000000 Penalty: 5286.478516
	Iteration 74Q: 3 clusters Score -7857561 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -7857597.000000 Penalty: 5286.478516
	Iteration 75Q: 3 clusters Score -7857597 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -7857679.000000 Penalty: 5286.478516
	Iteration 76Q: 3 clusters Score -7857679 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -7857755.500000 Penalty: 5286.478516
	Iteration 77Q: 3 clusters Score -7857756 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -7857825.500000 Penalty: 5286.478516
	Iteration 78Q: 3 clusters Score -7857826 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -7857898.500000 Penalty: 5286.478516
	Iteration 79Q: 3 clusters Score -7857898 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -7857928.000000 Penalty: 5286.478516
	Iteration 80F: 3 clusters Score -7857928 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -7857972.500000 Penalty: 5286.478516
	Iteration 81Q: 3 clusters Score -7857972 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -7858026.500000 Penalty: 5286.478516
	Iteration 82Q: 3 clusters Score -7858026 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -7858074.500000 Penalty: 5286.478516
	Iteration 83Q: 3 clusters Score -7858074 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -7858122.000000 Penalty: 5286.478516
	Iteration 84Q: 3 clusters Score -7858122 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -7858142.000000 Penalty: 5286.478516
	Iteration 85Q: 3 clusters Score -7858142 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -7858172.000000 Penalty: 5286.478516
	Iteration 86Q: 3 clusters Score -7858172 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -7858193.000000 Penalty: 5286.478516
	Iteration 87Q: 3 clusters Score -7858193 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -7858206.500000 Penalty: 5286.478516
	Iteration 88Q: 3 clusters Score -7858206 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -7858229.500000 Penalty: 5286.478516
	Iteration 89Q: 3 clusters Score -7858230 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -7858240.500000 Penalty: 5286.478516
	Iteration 90Q: 3 clusters Score -7858240 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -7858275.000000 Penalty: 5286.478516
	Iteration 91Q: 3 clusters Score -7858275 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -7858279.500000 Penalty: 5286.478516
	Iteration 92Q: 3 clusters Score -7858280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -7858291.500000 Penalty: 5286.478516
	Iteration 93Q: 3 clusters Score -7858292 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -7858308.500000 Penalty: 5286.478516
	Iteration 94Q: 3 clusters Score -7858308 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -7858303.000000 Penalty: 5286.478516
	Iteration 95Q: 3 clusters Score -7858303 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -7858315.000000 Penalty: 5286.478516
	Iteration 96Q: 3 clusters Score -7858315 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -7858324.000000 Penalty: 5286.478516
	Iteration 97Q: 3 clusters Score -7858324 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -7858323.500000 Penalty: 5286.478516
	Iteration 98Q: 3 clusters Score -7858324 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -7858341.500000 Penalty: 5286.478516
	Iteration 99Q: 3 clusters Score -7858342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -7858336.500000 Penalty: 5286.478516
	Iteration 100F: 3 clusters Score -7858336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -7858342.000000 Penalty: 5286.478516
	Iteration 101Q: 3 clusters Score -7858342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -7858341.500000 Penalty: 5286.478516
	Iteration 102Q: 3 clusters Score -7858342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -7858348.000000 Penalty: 5286.478516
	Iteration 103Q: 3 clusters Score -7858348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -7858346.000000 Penalty: 5286.478516
	Iteration 104Q: 3 clusters Score -7858346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -7858341.000000 Penalty: 5286.478516
	Iteration 105Q: 3 clusters Score -7858341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -7858349.000000 Penalty: 5286.478516
	Iteration 106Q: 3 clusters Score -7858349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -7858345.500000 Penalty: 5286.478516
	Iteration 107Q: 3 clusters Score -7858346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -7858350.500000 Penalty: 5286.478516
	Iteration 108Q: 3 clusters Score -7858350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -7858357.500000 Penalty: 5286.478516
	Iteration 109Q: 3 clusters Score -7858358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -7858348.000000 Penalty: 5286.478516
	Iteration 110Q: 3 clusters Score -7858348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -7858350.000000 Penalty: 5286.478516
	Iteration 111Q: 3 clusters Score -7858350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -7858353.500000 Penalty: 5286.478516
	Iteration 112Q: 3 clusters Score -7858354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -7858358.000000 Penalty: 5286.478516
	Iteration 113Q: 3 clusters Score -7858358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -7858361.000000 Penalty: 5286.478516
	Iteration 114Q: 3 clusters Score -7858361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -7858357.000000 Penalty: 5286.478516
	Iteration 115Q: 3 clusters Score -7858357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -7858350.000000 Penalty: 5286.478516
	Iteration 116Q: 3 clusters Score -7858350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -7858350.500000 Penalty: 5286.478516
	Iteration 117Q: 3 clusters Score -7858350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -7858348.000000 Penalty: 5286.478516
	Iteration 118Q: 3 clusters Score -7858348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -7858351.500000 Penalty: 5286.478516
	Iteration 119Q: 3 clusters Score -7858352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -7858349.500000 Penalty: 5286.478516
	Iteration 120F: 3 clusters Score -7858350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Entering Unmasked Estep 
Score: -7843988.500000 Penalty: 2642.655762
	Iteration 0F: 2 clusters Score -7843988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -7815660.000000 Penalty: 5285.311523
	Iteration 0F: 3 clusters Score -7815660 nChanged 19383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -7826207.000000 Penalty: 5285.311523
	Iteration 1F: 3 clusters Score -7826207 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -7826647.000000 Penalty: 5285.311523
	Iteration 2Q: 3 clusters Score -7826647 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -7827045.000000 Penalty: 5285.311523
	Iteration 3Q: 3 clusters Score -7827045 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -7827454.500000 Penalty: 5285.311523
	Iteration 4Q: 3 clusters Score -7827454 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -7828030.500000 Penalty: 5285.311523
	Iteration 5Q: 3 clusters Score -7828030 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -7828886.500000 Penalty: 5285.311523
	Iteration 6Q: 3 clusters Score -7828886 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -7830081.000000 Penalty: 5285.311523
	Iteration 7F: 3 clusters Score -7830081 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -7831804.500000 Penalty: 5285.311523
	Iteration 8F: 3 clusters Score -7831804 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -7834085.500000 Penalty: 5285.311523
	Iteration 9F: 3 clusters Score -7834086 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -7836452.500000 Penalty: 5285.311523
	Iteration 10F: 3 clusters Score -7836452 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -7838661.000000 Penalty: 5285.311523
	Iteration 11F: 3 clusters Score -7838661 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -7840146.500000 Penalty: 5285.311523
	Iteration 12Q: 3 clusters Score -7840146 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -7840889.000000 Penalty: 5285.311523
	Iteration 13Q: 3 clusters Score -7840889 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -7841197.500000 Penalty: 5285.311523
	Iteration 14Q: 3 clusters Score -7841198 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7841394.000000 Penalty: 5285.311523
	Iteration 15Q: 3 clusters Score -7841394 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -7841507.500000 Penalty: 5285.311523
	Iteration 16Q: 3 clusters Score -7841508 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -7841579.000000 Penalty: 5285.311523
	Iteration 17Q: 3 clusters Score -7841579 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -7841603.500000 Penalty: 5285.311523
	Iteration 18Q: 3 clusters Score -7841604 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -7841647.000000 Penalty: 5285.311523
	Iteration 19Q: 3 clusters Score -7841647 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -7841683.000000 Penalty: 5285.311523
	Iteration 20F: 3 clusters Score -7841683 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -7841696.000000 Penalty: 5285.311523
	Iteration 21Q: 3 clusters Score -7841696 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -7841715.500000 Penalty: 5285.311523
	Iteration 22Q: 3 clusters Score -7841716 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -7841748.000000 Penalty: 5285.311523
	Iteration 23Q: 3 clusters Score -7841748 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -7841752.500000 Penalty: 5285.311523
	Iteration 24Q: 3 clusters Score -7841752 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -7841759.500000 Penalty: 5285.311523
	Iteration 25Q: 3 clusters Score -7841760 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -7841783.500000 Penalty: 5285.311523
	Iteration 26Q: 3 clusters Score -7841784 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -7841788.000000 Penalty: 5285.311523
	Iteration 27Q: 3 clusters Score -7841788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -7841804.000000 Penalty: 5285.311523
	Iteration 28Q: 3 clusters Score -7841804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -7841809.000000 Penalty: 5285.311523
	Iteration 29Q: 3 clusters Score -7841809 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -7841838.500000 Penalty: 5285.311523
	Iteration 30Q: 3 clusters Score -7841838 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -7841857.500000 Penalty: 5285.311523
	Iteration 31Q: 3 clusters Score -7841858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -7841857.000000 Penalty: 5285.311523
	Iteration 32Q: 3 clusters Score -7841857 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -7841856.000000 Penalty: 5285.311523
	Iteration 33Q: 3 clusters Score -7841856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -7841886.500000 Penalty: 5285.311523
	Iteration 34Q: 3 clusters Score -7841886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -7841883.000000 Penalty: 5285.311523
	Iteration 35Q: 3 clusters Score -7841883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -7841896.500000 Penalty: 5285.311523
	Iteration 36Q: 3 clusters Score -7841896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -7841886.500000 Penalty: 5285.311523
	Iteration 37Q: 3 clusters Score -7841886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -7841896.500000 Penalty: 5285.311523
	Iteration 38Q: 3 clusters Score -7841896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -7841913.000000 Penalty: 5285.311523
	Iteration 39Q: 3 clusters Score -7841913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -7841919.500000 Penalty: 5285.311523
	Iteration 40F: 3 clusters Score -7841920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -7841917.500000 Penalty: 5285.311523
	Iteration 41Q: 3 clusters Score -7841918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7841919.500000 Penalty: 5285.311523
	Iteration 42Q: 3 clusters Score -7841920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -7841910.000000 Penalty: 5285.311523
	Iteration 43Q: 3 clusters Score -7841910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -7841913.500000 Penalty: 5285.311523
	Iteration 44Q: 3 clusters Score -7841914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -7841906.500000 Penalty: 5285.311523
	Iteration 45Q: 3 clusters Score -7841906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -7841898.500000 Penalty: 5285.311523
	Iteration 46Q: 3 clusters Score -7841898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -7841916.000000 Penalty: 5285.311523
	Iteration 47Q: 3 clusters Score -7841916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -7841936.000000 Penalty: 5285.311523
	Iteration 48Q: 3 clusters Score -7841936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -7841930.500000 Penalty: 5285.311523
	Iteration 49Q: 3 clusters Score -7841930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -7841924.500000 Penalty: 5285.311523
	Iteration 50Q: 3 clusters Score -7841924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -7841920.000000 Penalty: 5285.311523
	Iteration 51Q: 3 clusters Score -7841920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -7841928.500000 Penalty: 5285.311523
	Iteration 52Q: 3 clusters Score -7841928 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -7841944.500000 Penalty: 5285.311523
	Iteration 53Q: 3 clusters Score -7841944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -7841936.000000 Penalty: 5285.311523
	Iteration 54Q: 3 clusters Score -7841936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -7841934.500000 Penalty: 5285.311523
	Iteration 55Q: 3 clusters Score -7841934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -7841931.000000 Penalty: 5285.311523
	Iteration 56Q: 3 clusters Score -7841931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -7841940.000000 Penalty: 5285.311523
	Iteration 57Q: 3 clusters Score -7841940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -7841938.000000 Penalty: 5285.311523
	Iteration 58Q: 3 clusters Score -7841938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -7841941.500000 Penalty: 5285.311523
	Iteration 59Q: 3 clusters Score -7841942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -7841939.000000 Penalty: 5285.311523
	Iteration 60F: 3 clusters Score -7841939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -7841940.000000 Penalty: 5285.311523
	Iteration 61Q: 3 clusters Score -7841940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -7841944.000000 Penalty: 5285.311523
	Iteration 62Q: 3 clusters Score -7841944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -7841944.500000 Penalty: 5285.311523
	Iteration 63Q: 3 clusters Score -7841944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -7841944.500000 Penalty: 5285.311523
	Iteration 64F: 3 clusters Score -7841944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Entering Unmasked Estep 
Score: -9320203.000000 Penalty: 2681.193115
	Iteration 0F: 2 clusters Score -9320203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -9291331.000000 Penalty: 5362.386230
	Iteration 0F: 3 clusters Score -9291331 nChanged 22981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -9303893.000000 Penalty: 5362.386230
	Iteration 1F: 3 clusters Score -9303893 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -9304490.000000 Penalty: 5362.386230
	Iteration 2Q: 3 clusters Score -9304490 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -9305123.000000 Penalty: 5362.386230
	Iteration 3Q: 3 clusters Score -9305123 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -9305999.000000 Penalty: 5362.386230
	Iteration 4Q: 3 clusters Score -9305999 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -9307119.000000 Penalty: 5362.386230
	Iteration 5Q: 3 clusters Score -9307119 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -9308705.000000 Penalty: 5362.386230
	Iteration 6F: 3 clusters Score -9308705 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -9310647.000000 Penalty: 5362.386230
	Iteration 7F: 3 clusters Score -9310647 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -9312678.000000 Penalty: 5362.386230
	Iteration 8F: 3 clusters Score -9312678 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -9314514.000000 Penalty: 5362.386230
	Iteration 9F: 3 clusters Score -9314514 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -9315826.000000 Penalty: 5362.386230
	Iteration 10Q: 3 clusters Score -9315826 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -9316824.000000 Penalty: 5362.386230
	Iteration 11Q: 3 clusters Score -9316824 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -9317449.000000 Penalty: 5362.386230
	Iteration 12Q: 3 clusters Score -9317449 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -9317865.000000 Penalty: 5362.386230
	Iteration 13Q: 3 clusters Score -9317865 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -9318103.000000 Penalty: 5362.386230
	Iteration 14Q: 3 clusters Score -9318103 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -9318234.000000 Penalty: 5362.386230
	Iteration 15Q: 3 clusters Score -9318234 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9318218.000000 Penalty: 5362.386230
	Iteration 16Q: 3 clusters Score -9318218 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9318067.000000 Penalty: 5362.386230
	Iteration 17Q: 3 clusters Score -9318067 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9318006.000000 Penalty: 5362.386230
	Iteration 18Q: 3 clusters Score -9318006 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9317963.000000 Penalty: 5362.386230
	Iteration 19Q: 3 clusters Score -9317963 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9317962.000000 Penalty: 5362.386230
	Iteration 20F: 3 clusters Score -9317962 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9317960.000000 Penalty: 5362.386230
	Iteration 21Q: 3 clusters Score -9317960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9317973.000000 Penalty: 5362.386230
	Iteration 22Q: 3 clusters Score -9317973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9318023.000000 Penalty: 5362.386230
	Iteration 23Q: 3 clusters Score -9318023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9318053.000000 Penalty: 5362.386230
	Iteration 24Q: 3 clusters Score -9318053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9318069.000000 Penalty: 5362.386230
	Iteration 25Q: 3 clusters Score -9318069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9318094.000000 Penalty: 5362.386230
	Iteration 26Q: 3 clusters Score -9318094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9318108.000000 Penalty: 5362.386230
	Iteration 27Q: 3 clusters Score -9318108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9318103.000000 Penalty: 5362.386230
	Iteration 28Q: 3 clusters Score -9318103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9318097.000000 Penalty: 5362.386230
	Iteration 29Q: 3 clusters Score -9318097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9318107.000000 Penalty: 5362.386230
	Iteration 30Q: 3 clusters Score -9318107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9318102.000000 Penalty: 5362.386230
	Iteration 31Q: 3 clusters Score -9318102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9318114.000000 Penalty: 5362.386230
	Iteration 32Q: 3 clusters Score -9318114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9318120.000000 Penalty: 5362.386230
	Iteration 33Q: 3 clusters Score -9318120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9318126.000000 Penalty: 5362.386230
	Iteration 34Q: 3 clusters Score -9318126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9318126.000000 Penalty: 5362.386230
	Iteration 35Q: 3 clusters Score -9318126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9318139.000000 Penalty: 5362.386230
	Iteration 36Q: 3 clusters Score -9318139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9318127.000000 Penalty: 5362.386230
	Iteration 37Q: 3 clusters Score -9318127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9318133.000000 Penalty: 5362.386230
	Iteration 38Q: 3 clusters Score -9318133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9318119.000000 Penalty: 5362.386230
	Iteration 39Q: 3 clusters Score -9318119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9318116.000000 Penalty: 5362.386230
	Iteration 40F: 3 clusters Score -9318116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9318128.000000 Penalty: 5362.386230
	Iteration 41Q: 3 clusters Score -9318128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9318132.000000 Penalty: 5362.386230
	Iteration 42Q: 3 clusters Score -9318132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9318130.000000 Penalty: 5362.386230
	Iteration 43Q: 3 clusters Score -9318130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9318129.000000 Penalty: 5362.386230
	Iteration 44Q: 3 clusters Score -9318129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9318129.000000 Penalty: 5362.386230
	Iteration 45F: 3 clusters Score -9318129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Entering Unmasked Estep 
Score: -143492.265625 Penalty: 1673.401489
	Iteration 0F: 2 clusters Score -143492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -141691.562500 Penalty: 3346.802979
	Iteration 0F: 3 clusters Score -141691.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -141981.671875 Penalty: 3346.802979
	Iteration 1F: 3 clusters Score -141981.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -142101.078125 Penalty: 3346.802979
	Iteration 2F: 3 clusters Score -142101.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -142166.984375 Penalty: 3346.802979
	Iteration 3Q: 3 clusters Score -142167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -142208.921875 Penalty: 3346.802979
	Iteration 4Q: 3 clusters Score -142208.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -142226.812500 Penalty: 3346.802979
	Iteration 5Q: 3 clusters Score -142226.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -142240.187500 Penalty: 3346.802979
	Iteration 6Q: 3 clusters Score -142240.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -142269.609375 Penalty: 3346.802979
	Iteration 7Q: 3 clusters Score -142269.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -142334.968750 Penalty: 3346.802979
	Iteration 8Q: 3 clusters Score -142335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -142446.718750 Penalty: 3346.802979
	Iteration 9Q: 3 clusters Score -142446.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -142542.875000 Penalty: 3346.802979
	Iteration 10Q: 3 clusters Score -142542.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -142617.187500 Penalty: 3346.802979
	Iteration 11Q: 3 clusters Score -142617.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -142679.640625 Penalty: 3346.802979
	Iteration 12Q: 3 clusters Score -142679.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -142736.593750 Penalty: 3346.802979
	Iteration 13Q: 3 clusters Score -142736.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -142781.656250 Penalty: 3346.802979
	Iteration 14Q: 3 clusters Score -142781.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -142822.796875 Penalty: 3346.802979
	Iteration 15Q: 3 clusters Score -142822.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -142841.921875 Penalty: 3346.802979
	Iteration 16Q: 3 clusters Score -142841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -142845.937500 Penalty: 3346.802979
	Iteration 17Q: 3 clusters Score -142845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -142850.578125 Penalty: 3346.802979
	Iteration 18Q: 3 clusters Score -142850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -142857.328125 Penalty: 3346.802979
	Iteration 19Q: 3 clusters Score -142857.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -142863.656250 Penalty: 3346.802979
	Iteration 20F: 3 clusters Score -142863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -142869.453125 Penalty: 3346.802979
	Iteration 21Q: 3 clusters Score -142869.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -142872.421875 Penalty: 3346.802979
	Iteration 22Q: 3 clusters Score -142872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -142879.921875 Penalty: 3346.802979
	Iteration 23Q: 3 clusters Score -142879.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -142887.156250 Penalty: 3346.802979
	Iteration 24Q: 3 clusters Score -142887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -142892.531250 Penalty: 3346.802979
	Iteration 25Q: 3 clusters Score -142892.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -142894.234375 Penalty: 3346.802979
	Iteration 26Q: 3 clusters Score -142894.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -142894.234375 Penalty: 3346.802979
	Iteration 27F: 3 clusters Score -142894.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Entering Unmasked Estep 
Score: -8674301.000000 Penalty: 2665.840332
	Iteration 0F: 2 clusters Score -8674301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -8643919.000000 Penalty: 5331.680664
	Iteration 0F: 3 clusters Score -8643919 nChanged 21629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -8655902.000000 Penalty: 5331.680664
	Iteration 1F: 3 clusters Score -8655902 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -8656374.000000 Penalty: 5331.680664
	Iteration 2Q: 3 clusters Score -8656374 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -8656867.000000 Penalty: 5331.680664
	Iteration 3Q: 3 clusters Score -8656867 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -8657301.000000 Penalty: 5331.680664
	Iteration 4Q: 3 clusters Score -8657301 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -8657728.000000 Penalty: 5331.680664
	Iteration 5Q: 3 clusters Score -8657728 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -8658268.000000 Penalty: 5331.680664
	Iteration 6Q: 3 clusters Score -8658268 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -8658995.000000 Penalty: 5331.680664
	Iteration 7Q: 3 clusters Score -8658995 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -8660038.000000 Penalty: 5331.680664
	Iteration 8Q: 3 clusters Score -8660038 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -8661620.000000 Penalty: 5331.680664
	Iteration 9F: 3 clusters Score -8661620 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -8663819.000000 Penalty: 5331.680664
	Iteration 10F: 3 clusters Score -8663819 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -8666015.000000 Penalty: 5331.680664
	Iteration 11F: 3 clusters Score -8666015 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -8667777.000000 Penalty: 5331.680664
	Iteration 12Q: 3 clusters Score -8667777 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -8668930.000000 Penalty: 5331.680664
	Iteration 13Q: 3 clusters Score -8668930 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -8669663.000000 Penalty: 5331.680664
	Iteration 14Q: 3 clusters Score -8669663 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8670220.000000 Penalty: 5331.680664
	Iteration 15Q: 3 clusters Score -8670220 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -8670712.000000 Penalty: 5331.680664
	Iteration 16Q: 3 clusters Score -8670712 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -8671048.000000 Penalty: 5331.680664
	Iteration 17Q: 3 clusters Score -8671048 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -8671276.000000 Penalty: 5331.680664
	Iteration 18Q: 3 clusters Score -8671276 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -8671482.000000 Penalty: 5331.680664
	Iteration 19Q: 3 clusters Score -8671482 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -8671705.000000 Penalty: 5331.680664
	Iteration 20F: 3 clusters Score -8671705 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -8671848.000000 Penalty: 5331.680664
	Iteration 21Q: 3 clusters Score -8671848 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -8671921.000000 Penalty: 5331.680664
	Iteration 22Q: 3 clusters Score -8671921 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8671990.000000 Penalty: 5331.680664
	Iteration 23Q: 3 clusters Score -8671990 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -8672027.000000 Penalty: 5331.680664
	Iteration 24Q: 3 clusters Score -8672027 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -8672033.000000 Penalty: 5331.680664
	Iteration 25Q: 3 clusters Score -8672033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8672050.000000 Penalty: 5331.680664
	Iteration 26Q: 3 clusters Score -8672050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -8672053.000000 Penalty: 5331.680664
	Iteration 27Q: 3 clusters Score -8672053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -8672070.000000 Penalty: 5331.680664
	Iteration 28Q: 3 clusters Score -8672070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -8672078.000000 Penalty: 5331.680664
	Iteration 29Q: 3 clusters Score -8672078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -8672071.000000 Penalty: 5331.680664
	Iteration 30Q: 3 clusters Score -8672071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -8672075.000000 Penalty: 5331.680664
	Iteration 31Q: 3 clusters Score -8672075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -8672086.000000 Penalty: 5331.680664
	Iteration 32Q: 3 clusters Score -8672086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -8672079.000000 Penalty: 5331.680664
	Iteration 33Q: 3 clusters Score -8672079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -8672085.000000 Penalty: 5331.680664
	Iteration 34Q: 3 clusters Score -8672085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -8672089.000000 Penalty: 5331.680664
	Iteration 35Q: 3 clusters Score -8672089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -8672089.000000 Penalty: 5331.680664
	Iteration 36F: 3 clusters Score -8672089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Entering Unmasked Estep 
Score: -7759702.000000 Penalty: 2641.155518
	Iteration 0F: 2 clusters Score -7759702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -7731233.000000 Penalty: 5282.311035
	Iteration 0F: 3 clusters Score -7731233 nChanged 19323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -7742146.000000 Penalty: 5282.311035
	Iteration 1F: 3 clusters Score -7742146 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -7743369.500000 Penalty: 5282.311035
	Iteration 2F: 3 clusters Score -7743370 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -7744770.500000 Penalty: 5282.311035
	Iteration 3F: 3 clusters Score -7744770 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -7746554.500000 Penalty: 5282.311035
	Iteration 4F: 3 clusters Score -7746554 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -7748569.000000 Penalty: 5282.311035
	Iteration 5F: 3 clusters Score -7748569 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -7750937.000000 Penalty: 5282.311035
	Iteration 6F: 3 clusters Score -7750937 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -7753224.000000 Penalty: 5282.311035
	Iteration 7F: 3 clusters Score -7753224 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -7754567.500000 Penalty: 5282.311035
	Iteration 8Q: 3 clusters Score -7754568 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -7755224.000000 Penalty: 5282.311035
	Iteration 9Q: 3 clusters Score -7755224 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -7755636.500000 Penalty: 5282.311035
	Iteration 10Q: 3 clusters Score -7755636 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -7755955.500000 Penalty: 5282.311035
	Iteration 11Q: 3 clusters Score -7755956 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -7756190.000000 Penalty: 5282.311035
	Iteration 12Q: 3 clusters Score -7756190 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -7756407.500000 Penalty: 5282.311035
	Iteration 13Q: 3 clusters Score -7756408 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -7756531.500000 Penalty: 5282.311035
	Iteration 14Q: 3 clusters Score -7756532 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -7756660.000000 Penalty: 5282.311035
	Iteration 15Q: 3 clusters Score -7756660 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -7756819.000000 Penalty: 5282.311035
	Iteration 16Q: 3 clusters Score -7756819 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -7756904.500000 Penalty: 5282.311035
	Iteration 17Q: 3 clusters Score -7756904 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -7756992.500000 Penalty: 5282.311035
	Iteration 18Q: 3 clusters Score -7756992 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -7757069.500000 Penalty: 5282.311035
	Iteration 19Q: 3 clusters Score -7757070 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -7757154.000000 Penalty: 5282.311035
	Iteration 20F: 3 clusters Score -7757154 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -7757175.000000 Penalty: 5282.311035
	Iteration 21Q: 3 clusters Score -7757175 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -7757239.500000 Penalty: 5282.311035
	Iteration 22Q: 3 clusters Score -7757240 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -7757307.500000 Penalty: 5282.311035
	Iteration 23Q: 3 clusters Score -7757308 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -7757389.500000 Penalty: 5282.311035
	Iteration 24Q: 3 clusters Score -7757390 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -7757437.500000 Penalty: 5282.311035
	Iteration 25Q: 3 clusters Score -7757438 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -7757471.000000 Penalty: 5282.311035
	Iteration 26Q: 3 clusters Score -7757471 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -7757515.000000 Penalty: 5282.311035
	Iteration 27Q: 3 clusters Score -7757515 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -7757532.500000 Penalty: 5282.311035
	Iteration 28Q: 3 clusters Score -7757532 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -7757553.000000 Penalty: 5282.311035
	Iteration 29Q: 3 clusters Score -7757553 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -7757567.000000 Penalty: 5282.311035
	Iteration 30Q: 3 clusters Score -7757567 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -7757586.500000 Penalty: 5282.311035
	Iteration 31Q: 3 clusters Score -7757586 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -7757596.000000 Penalty: 5282.311035
	Iteration 32Q: 3 clusters Score -7757596 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -7757626.500000 Penalty: 5282.311035
	Iteration 33Q: 3 clusters Score -7757626 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -7757628.000000 Penalty: 5282.311035
	Iteration 34Q: 3 clusters Score -7757628 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -7757645.000000 Penalty: 5282.311035
	Iteration 35Q: 3 clusters Score -7757645 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -7757653.500000 Penalty: 5282.311035
	Iteration 36Q: 3 clusters Score -7757654 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -7757639.000000 Penalty: 5282.311035
	Iteration 37Q: 3 clusters Score -7757639 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -7757657.500000 Penalty: 5282.311035
	Iteration 38Q: 3 clusters Score -7757658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -7757660.500000 Penalty: 5282.311035
	Iteration 39Q: 3 clusters Score -7757660 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -7757668.500000 Penalty: 5282.311035
	Iteration 40F: 3 clusters Score -7757668 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -7757675.500000 Penalty: 5282.311035
	Iteration 41Q: 3 clusters Score -7757676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -7757671.000000 Penalty: 5282.311035
	Iteration 42Q: 3 clusters Score -7757671 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -7757674.000000 Penalty: 5282.311035
	Iteration 43Q: 3 clusters Score -7757674 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -7757699.500000 Penalty: 5282.311035
	Iteration 44Q: 3 clusters Score -7757700 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -7757684.000000 Penalty: 5282.311035
	Iteration 45Q: 3 clusters Score -7757684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -7757685.000000 Penalty: 5282.311035
	Iteration 46Q: 3 clusters Score -7757685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -7757713.500000 Penalty: 5282.311035
	Iteration 47Q: 3 clusters Score -7757714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -7757712.500000 Penalty: 5282.311035
	Iteration 48Q: 3 clusters Score -7757712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -7757724.000000 Penalty: 5282.311035
	Iteration 49Q: 3 clusters Score -7757724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -7757747.500000 Penalty: 5282.311035
	Iteration 50Q: 3 clusters Score -7757748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -7757763.000000 Penalty: 5282.311035
	Iteration 51Q: 3 clusters Score -7757763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -7757782.000000 Penalty: 5282.311035
	Iteration 52Q: 3 clusters Score -7757782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -7757782.500000 Penalty: 5282.311035
	Iteration 53Q: 3 clusters Score -7757782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -7757788.000000 Penalty: 5282.311035
	Iteration 54Q: 3 clusters Score -7757788 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -7757810.500000 Penalty: 5282.311035
	Iteration 55Q: 3 clusters Score -7757810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -7757813.500000 Penalty: 5282.311035
	Iteration 56Q: 3 clusters Score -7757814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -7757814.000000 Penalty: 5282.311035
	Iteration 57Q: 3 clusters Score -7757814 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -7757832.500000 Penalty: 5282.311035
	Iteration 58Q: 3 clusters Score -7757832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -7757834.500000 Penalty: 5282.311035
	Iteration 59Q: 3 clusters Score -7757834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -7757842.500000 Penalty: 5282.311035
	Iteration 60F: 3 clusters Score -7757842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -7757849.500000 Penalty: 5282.311035
	Iteration 61Q: 3 clusters Score -7757850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -7757850.500000 Penalty: 5282.311035
	Iteration 62Q: 3 clusters Score -7757850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -7757856.000000 Penalty: 5282.311035
	Iteration 63Q: 3 clusters Score -7757856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -7757841.000000 Penalty: 5282.311035
	Iteration 64Q: 3 clusters Score -7757841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -7757852.000000 Penalty: 5282.311035
	Iteration 65Q: 3 clusters Score -7757852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -7757851.000000 Penalty: 5282.311035
	Iteration 66Q: 3 clusters Score -7757851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -7757868.500000 Penalty: 5282.311035
	Iteration 67Q: 3 clusters Score -7757868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -7757880.500000 Penalty: 5282.311035
	Iteration 68Q: 3 clusters Score -7757880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -7757887.500000 Penalty: 5282.311035
	Iteration 69Q: 3 clusters Score -7757888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -7757897.000000 Penalty: 5282.311035
	Iteration 70Q: 3 clusters Score -7757897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -7757902.500000 Penalty: 5282.311035
	Iteration 71Q: 3 clusters Score -7757902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -7757912.000000 Penalty: 5282.311035
	Iteration 72Q: 3 clusters Score -7757912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -7757922.000000 Penalty: 5282.311035
	Iteration 73Q: 3 clusters Score -7757922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -7757935.000000 Penalty: 5282.311035
	Iteration 74Q: 3 clusters Score -7757935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -7757947.500000 Penalty: 5282.311035
	Iteration 75Q: 3 clusters Score -7757948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -7757937.500000 Penalty: 5282.311035
	Iteration 76Q: 3 clusters Score -7757938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -7757936.000000 Penalty: 5282.311035
	Iteration 77Q: 3 clusters Score -7757936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -7757948.500000 Penalty: 5282.311035
	Iteration 78Q: 3 clusters Score -7757948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -7757955.500000 Penalty: 5282.311035
	Iteration 79Q: 3 clusters Score -7757956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -7757948.000000 Penalty: 5282.311035
	Iteration 80F: 3 clusters Score -7757948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -7757943.000000 Penalty: 5282.311035
	Iteration 81Q: 3 clusters Score -7757943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -7757946.000000 Penalty: 5282.311035
	Iteration 82Q: 3 clusters Score -7757946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -7757943.000000 Penalty: 5282.311035
	Iteration 83Q: 3 clusters Score -7757943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -7757932.500000 Penalty: 5282.311035
	Iteration 84Q: 3 clusters Score -7757932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -7757931.500000 Penalty: 5282.311035
	Iteration 85Q: 3 clusters Score -7757932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -7757934.500000 Penalty: 5282.311035
	Iteration 86Q: 3 clusters Score -7757934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -7757943.500000 Penalty: 5282.311035
	Iteration 87Q: 3 clusters Score -7757944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -7757940.500000 Penalty: 5282.311035
	Iteration 88Q: 3 clusters Score -7757940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -7757950.000000 Penalty: 5282.311035
	Iteration 89Q: 3 clusters Score -7757950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -7757943.500000 Penalty: 5282.311035
	Iteration 90Q: 3 clusters Score -7757944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -7757941.500000 Penalty: 5282.311035
	Iteration 91Q: 3 clusters Score -7757942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -7757942.500000 Penalty: 5282.311035
	Iteration 92Q: 3 clusters Score -7757942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -7757955.500000 Penalty: 5282.311035
	Iteration 93Q: 3 clusters Score -7757956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -7757951.500000 Penalty: 5282.311035
	Iteration 94Q: 3 clusters Score -7757952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -7757961.000000 Penalty: 5282.311035
	Iteration 95Q: 3 clusters Score -7757961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -7757950.500000 Penalty: 5282.311035
	Iteration 96Q: 3 clusters Score -7757950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -7757960.000000 Penalty: 5282.311035
	Iteration 97Q: 3 clusters Score -7757960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -7757960.000000 Penalty: 5282.311035
	Iteration 98Q: 3 clusters Score -7757960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -7757965.500000 Penalty: 5282.311035
	Iteration 99Q: 3 clusters Score -7757966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -7757961.500000 Penalty: 5282.311035
	Iteration 100F: 3 clusters Score -7757962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -7757959.500000 Penalty: 5282.311035
	Iteration 101Q: 3 clusters Score -7757960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -7757969.500000 Penalty: 5282.311035
	Iteration 102Q: 3 clusters Score -7757970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -7757977.500000 Penalty: 5282.311035
	Iteration 103Q: 3 clusters Score -7757978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -7757979.000000 Penalty: 5282.311035
	Iteration 104Q: 3 clusters Score -7757979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -7757979.000000 Penalty: 5282.311035
	Iteration 105Q: 3 clusters Score -7757979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -7757975.000000 Penalty: 5282.311035
	Iteration 106Q: 3 clusters Score -7757975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -7757986.500000 Penalty: 5282.311035
	Iteration 107Q: 3 clusters Score -7757986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -7757991.500000 Penalty: 5282.311035
	Iteration 108Q: 3 clusters Score -7757992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -7757988.500000 Penalty: 5282.311035
	Iteration 109Q: 3 clusters Score -7757988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -7757989.500000 Penalty: 5282.311035
	Iteration 110Q: 3 clusters Score -7757990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -7757988.500000 Penalty: 5282.311035
	Iteration 111Q: 3 clusters Score -7757988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -7757983.000000 Penalty: 5282.311035
	Iteration 112Q: 3 clusters Score -7757983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -7757993.500000 Penalty: 5282.311035
	Iteration 113Q: 3 clusters Score -7757994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -7758003.000000 Penalty: 5282.311035
	Iteration 114Q: 3 clusters Score -7758003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -7757998.500000 Penalty: 5282.311035
	Iteration 115Q: 3 clusters Score -7757998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -7757999.500000 Penalty: 5282.311035
	Iteration 116Q: 3 clusters Score -7758000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -7758001.000000 Penalty: 5282.311035
	Iteration 117Q: 3 clusters Score -7758001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -7758004.000000 Penalty: 5282.311035
	Iteration 118Q: 3 clusters Score -7758004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -7758007.500000 Penalty: 5282.311035
	Iteration 119Q: 3 clusters Score -7758008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -7758005.500000 Penalty: 5282.311035
	Iteration 120F: 3 clusters Score -7758006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -7758007.500000 Penalty: 5282.311035
	Iteration 121Q: 3 clusters Score -7758008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -7758005.000000 Penalty: 5282.311035
	Iteration 122Q: 3 clusters Score -7758005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -7758005.000000 Penalty: 5282.311035
	Iteration 123Q: 3 clusters Score -7758005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -7758005.500000 Penalty: 5282.311035
	Iteration 124Q: 3 clusters Score -7758006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -7758008.500000 Penalty: 5282.311035
	Iteration 125Q: 3 clusters Score -7758008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -7758008.500000 Penalty: 5282.311035
	Iteration 126F: 3 clusters Score -7758008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -71733.546875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -71733.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70281.828125 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -70281.83 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70728.531250 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -70728.53 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70983.953125 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -70983.95 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71057.343750 Penalty: 3115.076416
	Iteration 3Q: 3 clusters Score -71057.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71111.703125 Penalty: 3115.076416
	Iteration 4Q: 3 clusters Score -71111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71155.570312 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -71155.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71175.367188 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -71175.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71187.546875 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -71187.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71196.101562 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -71196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71203.648438 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -71203.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -71209.984375 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -71209.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71216.421875 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -71216.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -71216.593750 Penalty: 3115.076416
	Iteration 12F: 3 clusters Score -71216.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71230.125000 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -71230.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71255.625000 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -71255.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71263.601562 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -71263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71268.445312 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -71268.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71268.445312 Penalty: 3115.076416
	Iteration 17F: 3 clusters Score -71268.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Entering Unmasked Estep 
Score: -7858185.000000 Penalty: 2641.941895
	Iteration 0F: 2 clusters Score -7858185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -7829882.000000 Penalty: 5283.883789
	Iteration 0F: 3 clusters Score -7829882 nChanged 19415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -7840624.000000 Penalty: 5283.883789
	Iteration 1F: 3 clusters Score -7840624 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -7841029.500000 Penalty: 5283.883789
	Iteration 2Q: 3 clusters Score -7841030 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -7841442.000000 Penalty: 5283.883789
	Iteration 3Q: 3 clusters Score -7841442 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -7841784.000000 Penalty: 5283.883789
	Iteration 4Q: 3 clusters Score -7841784 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -7842209.000000 Penalty: 5283.883789
	Iteration 5Q: 3 clusters Score -7842209 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -7842733.500000 Penalty: 5283.883789
	Iteration 6Q: 3 clusters Score -7842734 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -7843574.000000 Penalty: 5283.883789
	Iteration 7Q: 3 clusters Score -7843574 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -7844876.500000 Penalty: 5283.883789
	Iteration 8F: 3 clusters Score -7844876 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -7846913.000000 Penalty: 5283.883789
	Iteration 9F: 3 clusters Score -7846913 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -7849536.500000 Penalty: 5283.883789
	Iteration 10F: 3 clusters Score -7849536 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -7852348.000000 Penalty: 5283.883789
	Iteration 11F: 3 clusters Score -7852348 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7854247.000000 Penalty: 5283.883789
	Iteration 12Q: 3 clusters Score -7854247 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7855255.000000 Penalty: 5283.883789
	Iteration 13Q: 3 clusters Score -7855255 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7855607.500000 Penalty: 5283.883789
	Iteration 14Q: 3 clusters Score -7855608 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7855731.000000 Penalty: 5283.883789
	Iteration 15Q: 3 clusters Score -7855731 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7855774.500000 Penalty: 5283.883789
	Iteration 16Q: 3 clusters Score -7855774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7855792.500000 Penalty: 5283.883789
	Iteration 17Q: 3 clusters Score -7855792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7855796.500000 Penalty: 5283.883789
	Iteration 18Q: 3 clusters Score -7855796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7855814.500000 Penalty: 5283.883789
	Iteration 19Q: 3 clusters Score -7855814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7855820.000000 Penalty: 5283.883789
	Iteration 20F: 3 clusters Score -7855820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7855827.000000 Penalty: 5283.883789
	Iteration 21Q: 3 clusters Score -7855827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7855833.000000 Penalty: 5283.883789
	Iteration 22Q: 3 clusters Score -7855833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7855835.000000 Penalty: 5283.883789
	Iteration 23Q: 3 clusters Score -7855835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7855845.500000 Penalty: 5283.883789
	Iteration 24Q: 3 clusters Score -7855846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7855845.500000 Penalty: 5283.883789
	Iteration 25F: 3 clusters Score -7855846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Entering Unmasked Estep 
Score: -6134141.500000 Penalty: 2588.752441
	Iteration 0F: 2 clusters Score -6134142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -6110809.500000 Penalty: 5177.504883
	Iteration 0F: 3 clusters Score -6110810 nChanged 15563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -6119261.000000 Penalty: 5177.504883
	Iteration 1F: 3 clusters Score -6119261 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -6119661.500000 Penalty: 5177.504883
	Iteration 2Q: 3 clusters Score -6119662 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -6120019.500000 Penalty: 5177.504883
	Iteration 3Q: 3 clusters Score -6120020 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -6120352.500000 Penalty: 5177.504883
	Iteration 4Q: 3 clusters Score -6120352 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -6120682.500000 Penalty: 5177.504883
	Iteration 5Q: 3 clusters Score -6120682 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -6121007.000000 Penalty: 5177.504883
	Iteration 6Q: 3 clusters Score -6121007 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -6121330.500000 Penalty: 5177.504883
	Iteration 7Q: 3 clusters Score -6121330 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -6121699.500000 Penalty: 5177.504883
	Iteration 8Q: 3 clusters Score -6121700 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -6122081.500000 Penalty: 5177.504883
	Iteration 9Q: 3 clusters Score -6122082 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -6122548.000000 Penalty: 5177.504883
	Iteration 10Q: 3 clusters Score -6122548 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -6123077.500000 Penalty: 5177.504883
	Iteration 11Q: 3 clusters Score -6123078 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -6123657.500000 Penalty: 5177.504883
	Iteration 12Q: 3 clusters Score -6123658 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -6124417.500000 Penalty: 5177.504883
	Iteration 13Q: 3 clusters Score -6124418 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -6125182.000000 Penalty: 5177.504883
	Iteration 14Q: 3 clusters Score -6125182 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -6125948.500000 Penalty: 5177.504883
	Iteration 15Q: 3 clusters Score -6125948 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -6126606.000000 Penalty: 5177.504883
	Iteration 16Q: 3 clusters Score -6126606 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -6127150.500000 Penalty: 5177.504883
	Iteration 17Q: 3 clusters Score -6127150 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -6127616.500000 Penalty: 5177.504883
	Iteration 18Q: 3 clusters Score -6127616 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -6128124.000000 Penalty: 5177.504883
	Iteration 19Q: 3 clusters Score -6128124 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -6128650.500000 Penalty: 5177.504883
	Iteration 20F: 3 clusters Score -6128650 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -6129194.500000 Penalty: 5177.504883
	Iteration 21Q: 3 clusters Score -6129194 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -6129778.500000 Penalty: 5177.504883
	Iteration 22Q: 3 clusters Score -6129778 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6130278.000000 Penalty: 5177.504883
	Iteration 23Q: 3 clusters Score -6130278 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6130750.000000 Penalty: 5177.504883
	Iteration 24Q: 3 clusters Score -6130750 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6131031.000000 Penalty: 5177.504883
	Iteration 25Q: 3 clusters Score -6131031 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6131259.500000 Penalty: 5177.504883
	Iteration 26Q: 3 clusters Score -6131260 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6131438.000000 Penalty: 5177.504883
	Iteration 27Q: 3 clusters Score -6131438 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6131588.500000 Penalty: 5177.504883
	Iteration 28Q: 3 clusters Score -6131588 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6131711.000000 Penalty: 5177.504883
	Iteration 29Q: 3 clusters Score -6131711 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6131781.500000 Penalty: 5177.504883
	Iteration 30Q: 3 clusters Score -6131782 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6131825.000000 Penalty: 5177.504883
	Iteration 31Q: 3 clusters Score -6131825 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6131870.500000 Penalty: 5177.504883
	Iteration 32Q: 3 clusters Score -6131870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -6131887.500000 Penalty: 5177.504883
	Iteration 33Q: 3 clusters Score -6131888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6131908.000000 Penalty: 5177.504883
	Iteration 34Q: 3 clusters Score -6131908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6131920.500000 Penalty: 5177.504883
	Iteration 35Q: 3 clusters Score -6131920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6131920.000000 Penalty: 5177.504883
	Iteration 36Q: 3 clusters Score -6131920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6131926.000000 Penalty: 5177.504883
	Iteration 37Q: 3 clusters Score -6131926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6131935.000000 Penalty: 5177.504883
	Iteration 38Q: 3 clusters Score -6131935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6131944.500000 Penalty: 5177.504883
	Iteration 39Q: 3 clusters Score -6131944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -6131963.000000 Penalty: 5177.504883
	Iteration 40F: 3 clusters Score -6131963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6131965.500000 Penalty: 5177.504883
	Iteration 41Q: 3 clusters Score -6131966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -6131982.500000 Penalty: 5177.504883
	Iteration 42Q: 3 clusters Score -6131982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6131990.000000 Penalty: 5177.504883
	Iteration 43Q: 3 clusters Score -6131990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6131987.500000 Penalty: 5177.504883
	Iteration 44Q: 3 clusters Score -6131988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -6131997.500000 Penalty: 5177.504883
	Iteration 45Q: 3 clusters Score -6131998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6131997.000000 Penalty: 5177.504883
	Iteration 46Q: 3 clusters Score -6131997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6132002.000000 Penalty: 5177.504883
	Iteration 47Q: 3 clusters Score -6132002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6131998.000000 Penalty: 5177.504883
	Iteration 48Q: 3 clusters Score -6131998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6132001.000000 Penalty: 5177.504883
	Iteration 49Q: 3 clusters Score -6132001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6131999.500000 Penalty: 5177.504883
	Iteration 50Q: 3 clusters Score -6132000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6132001.500000 Penalty: 5177.504883
	Iteration 51Q: 3 clusters Score -6132002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -6132005.000000 Penalty: 5177.504883
	Iteration 52Q: 3 clusters Score -6132005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6132007.000000 Penalty: 5177.504883
	Iteration 53Q: 3 clusters Score -6132007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6132010.000000 Penalty: 5177.504883
	Iteration 54Q: 3 clusters Score -6132010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6132008.000000 Penalty: 5177.504883
	Iteration 55Q: 3 clusters Score -6132008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6132008.000000 Penalty: 5177.504883
	Iteration 56F: 3 clusters Score -6132008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Entering Unmasked Estep 
Score: -7805872.500000 Penalty: 2642.521240
	Iteration 0F: 2 clusters Score -7805872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -7777561.500000 Penalty: 5285.042480
	Iteration 0F: 3 clusters Score -7777562 nChanged 19489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -7788785.000000 Penalty: 5285.042480
	Iteration 1F: 3 clusters Score -7788785 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -7790407.500000 Penalty: 5285.042480
	Iteration 2F: 3 clusters Score -7790408 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -7792751.000000 Penalty: 5285.042480
	Iteration 3F: 3 clusters Score -7792751 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -7795696.000000 Penalty: 5285.042480
	Iteration 4F: 3 clusters Score -7795696 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -7798674.000000 Penalty: 5285.042480
	Iteration 5F: 3 clusters Score -7798674 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -7800994.500000 Penalty: 5285.042480
	Iteration 6F: 3 clusters Score -7800994 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -7802664.000000 Penalty: 5285.042480
	Iteration 7Q: 3 clusters Score -7802664 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -7803511.000000 Penalty: 5285.042480
	Iteration 8Q: 3 clusters Score -7803511 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -7803898.000000 Penalty: 5285.042480
	Iteration 9Q: 3 clusters Score -7803898 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -7804044.000000 Penalty: 5285.042480
	Iteration 10Q: 3 clusters Score -7804044 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -7804154.500000 Penalty: 5285.042480
	Iteration 11Q: 3 clusters Score -7804154 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -7804246.500000 Penalty: 5285.042480
	Iteration 12Q: 3 clusters Score -7804246 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -7804338.500000 Penalty: 5285.042480
	Iteration 13Q: 3 clusters Score -7804338 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -7804381.500000 Penalty: 5285.042480
	Iteration 14Q: 3 clusters Score -7804382 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -7804423.000000 Penalty: 5285.042480
	Iteration 15Q: 3 clusters Score -7804423 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -7804476.500000 Penalty: 5285.042480
	Iteration 16Q: 3 clusters Score -7804476 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -7804490.500000 Penalty: 5285.042480
	Iteration 17Q: 3 clusters Score -7804490 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -7804518.000000 Penalty: 5285.042480
	Iteration 18Q: 3 clusters Score -7804518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -7804548.000000 Penalty: 5285.042480
	Iteration 19Q: 3 clusters Score -7804548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -7804541.000000 Penalty: 5285.042480
	Iteration 20F: 3 clusters Score -7804541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -7804550.000000 Penalty: 5285.042480
	Iteration 21Q: 3 clusters Score -7804550 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -7804548.500000 Penalty: 5285.042480
	Iteration 22Q: 3 clusters Score -7804548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -7804561.500000 Penalty: 5285.042480
	Iteration 23Q: 3 clusters Score -7804562 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -7804559.500000 Penalty: 5285.042480
	Iteration 24Q: 3 clusters Score -7804560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7804572.000000 Penalty: 5285.042480
	Iteration 25Q: 3 clusters Score -7804572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7804569.500000 Penalty: 5285.042480
	Iteration 26Q: 3 clusters Score -7804570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -7804574.500000 Penalty: 5285.042480
	Iteration 27Q: 3 clusters Score -7804574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -7804570.000000 Penalty: 5285.042480
	Iteration 28Q: 3 clusters Score -7804570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -7804563.500000 Penalty: 5285.042480
	Iteration 29Q: 3 clusters Score -7804564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -7804569.000000 Penalty: 5285.042480
	Iteration 30Q: 3 clusters Score -7804569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -7804567.000000 Penalty: 5285.042480
	Iteration 31Q: 3 clusters Score -7804567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -7804574.000000 Penalty: 5285.042480
	Iteration 32Q: 3 clusters Score -7804574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -7804570.500000 Penalty: 5285.042480
	Iteration 33Q: 3 clusters Score -7804570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -7804570.000000 Penalty: 5285.042480
	Iteration 34Q: 3 clusters Score -7804570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -7804589.500000 Penalty: 5285.042480
	Iteration 35Q: 3 clusters Score -7804590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -7804587.500000 Penalty: 5285.042480
	Iteration 36Q: 3 clusters Score -7804588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -7804596.000000 Penalty: 5285.042480
	Iteration 37Q: 3 clusters Score -7804596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -7804605.000000 Penalty: 5285.042480
	Iteration 38Q: 3 clusters Score -7804605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -7804628.000000 Penalty: 5285.042480
	Iteration 39Q: 3 clusters Score -7804628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -7804624.000000 Penalty: 5285.042480
	Iteration 40F: 3 clusters Score -7804624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -7804616.000000 Penalty: 5285.042480
	Iteration 41Q: 3 clusters Score -7804616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7804629.500000 Penalty: 5285.042480
	Iteration 42Q: 3 clusters Score -7804630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -7804632.500000 Penalty: 5285.042480
	Iteration 43Q: 3 clusters Score -7804632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7804638.000000 Penalty: 5285.042480
	Iteration 44Q: 3 clusters Score -7804638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7804638.000000 Penalty: 5285.042480
	Iteration 45F: 3 clusters Score -7804638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Entering Unmasked Estep 
Score: -8025905.500000 Penalty: 2649.189453
	Iteration 0F: 2 clusters Score -8025906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -7996768.500000 Penalty: 5298.378906
	Iteration 0F: 3 clusters Score -7996768 nChanged 19980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -8007684.500000 Penalty: 5298.378906
	Iteration 1F: 3 clusters Score -8007684 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -8008224.000000 Penalty: 5298.378906
	Iteration 2Q: 3 clusters Score -8008224 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -8008789.500000 Penalty: 5298.378906
	Iteration 3Q: 3 clusters Score -8008790 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -8009478.000000 Penalty: 5298.378906
	Iteration 4Q: 3 clusters Score -8009478 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -8010254.000000 Penalty: 5298.378906
	Iteration 5Q: 3 clusters Score -8010254 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -8011195.500000 Penalty: 5298.378906
	Iteration 6Q: 3 clusters Score -8011196 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -8012277.000000 Penalty: 5298.378906
	Iteration 7Q: 3 clusters Score -8012277 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -8013643.000000 Penalty: 5298.378906
	Iteration 8F: 3 clusters Score -8013643 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -8015079.000000 Penalty: 5298.378906
	Iteration 9F: 3 clusters Score -8015079 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -8016380.000000 Penalty: 5298.378906
	Iteration 10F: 3 clusters Score -8016380 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -8017569.500000 Penalty: 5298.378906
	Iteration 11Q: 3 clusters Score -8017570 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -8018321.500000 Penalty: 5298.378906
	Iteration 12Q: 3 clusters Score -8018322 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -8018731.500000 Penalty: 5298.378906
	Iteration 13Q: 3 clusters Score -8018732 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -8018907.000000 Penalty: 5298.378906
	Iteration 14Q: 3 clusters Score -8018907 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -8019016.000000 Penalty: 5298.378906
	Iteration 15Q: 3 clusters Score -8019016 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -8019076.500000 Penalty: 5298.378906
	Iteration 16Q: 3 clusters Score -8019076 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -8019091.500000 Penalty: 5298.378906
	Iteration 17Q: 3 clusters Score -8019092 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -8019099.000000 Penalty: 5298.378906
	Iteration 18Q: 3 clusters Score -8019099 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -8019135.000000 Penalty: 5298.378906
	Iteration 19Q: 3 clusters Score -8019135 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -8019155.000000 Penalty: 5298.378906
	Iteration 20F: 3 clusters Score -8019155 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -8019166.000000 Penalty: 5298.378906
	Iteration 21Q: 3 clusters Score -8019166 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -8019174.500000 Penalty: 5298.378906
	Iteration 22Q: 3 clusters Score -8019174 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -8019171.000000 Penalty: 5298.378906
	Iteration 23Q: 3 clusters Score -8019171 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -8019195.000000 Penalty: 5298.378906
	Iteration 24Q: 3 clusters Score -8019195 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -8019213.000000 Penalty: 5298.378906
	Iteration 25Q: 3 clusters Score -8019213 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -8019243.500000 Penalty: 5298.378906
	Iteration 26Q: 3 clusters Score -8019244 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -8019262.500000 Penalty: 5298.378906
	Iteration 27Q: 3 clusters Score -8019262 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -8019268.000000 Penalty: 5298.378906
	Iteration 28Q: 3 clusters Score -8019268 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -8019303.000000 Penalty: 5298.378906
	Iteration 29Q: 3 clusters Score -8019303 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -8019326.500000 Penalty: 5298.378906
	Iteration 30Q: 3 clusters Score -8019326 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -8019338.500000 Penalty: 5298.378906
	Iteration 31Q: 3 clusters Score -8019338 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -8019361.000000 Penalty: 5298.378906
	Iteration 32Q: 3 clusters Score -8019361 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -8019381.000000 Penalty: 5298.378906
	Iteration 33Q: 3 clusters Score -8019381 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -8019399.500000 Penalty: 5298.378906
	Iteration 34Q: 3 clusters Score -8019400 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -8019408.000000 Penalty: 5298.378906
	Iteration 35Q: 3 clusters Score -8019408 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -8019412.000000 Penalty: 5298.378906
	Iteration 36Q: 3 clusters Score -8019412 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -8019437.000000 Penalty: 5298.378906
	Iteration 37Q: 3 clusters Score -8019437 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -8019474.500000 Penalty: 5298.378906
	Iteration 38Q: 3 clusters Score -8019474 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -8019495.500000 Penalty: 5298.378906
	Iteration 39Q: 3 clusters Score -8019496 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -8019499.000000 Penalty: 5298.378906
	Iteration 40F: 3 clusters Score -8019499 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -8019523.500000 Penalty: 5298.378906
	Iteration 41Q: 3 clusters Score -8019524 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -8019515.500000 Penalty: 5298.378906
	Iteration 42Q: 3 clusters Score -8019516 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -8019527.500000 Penalty: 5298.378906
	Iteration 43Q: 3 clusters Score -8019528 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -8019532.500000 Penalty: 5298.378906
	Iteration 44Q: 3 clusters Score -8019532 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -8019549.500000 Penalty: 5298.378906
	Iteration 45Q: 3 clusters Score -8019550 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -8019584.500000 Penalty: 5298.378906
	Iteration 46Q: 3 clusters Score -8019584 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -8019586.500000 Penalty: 5298.378906
	Iteration 47Q: 3 clusters Score -8019586 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -8019609.000000 Penalty: 5298.378906
	Iteration 48Q: 3 clusters Score -8019609 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -8019621.500000 Penalty: 5298.378906
	Iteration 49Q: 3 clusters Score -8019622 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -8019658.000000 Penalty: 5298.378906
	Iteration 50Q: 3 clusters Score -8019658 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -8019713.500000 Penalty: 5298.378906
	Iteration 51Q: 3 clusters Score -8019714 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -8019755.000000 Penalty: 5298.378906
	Iteration 52Q: 3 clusters Score -8019755 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -8019793.000000 Penalty: 5298.378906
	Iteration 53Q: 3 clusters Score -8019793 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -8019832.500000 Penalty: 5298.378906
	Iteration 54Q: 3 clusters Score -8019832 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -8019890.000000 Penalty: 5298.378906
	Iteration 55Q: 3 clusters Score -8019890 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -8019949.500000 Penalty: 5298.378906
	Iteration 56Q: 3 clusters Score -8019950 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -8020025.500000 Penalty: 5298.378906
	Iteration 57Q: 3 clusters Score -8020026 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -8020079.000000 Penalty: 5298.378906
	Iteration 58Q: 3 clusters Score -8020079 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -8020175.000000 Penalty: 5298.378906
	Iteration 59Q: 3 clusters Score -8020175 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -8020260.000000 Penalty: 5298.378906
	Iteration 60F: 3 clusters Score -8020260 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -8020312.500000 Penalty: 5298.378906
	Iteration 61Q: 3 clusters Score -8020312 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -8020427.000000 Penalty: 5298.378906
	Iteration 62Q: 3 clusters Score -8020427 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -8020534.000000 Penalty: 5298.378906
	Iteration 63Q: 3 clusters Score -8020534 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -8020643.000000 Penalty: 5298.378906
	Iteration 64Q: 3 clusters Score -8020643 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -8020770.000000 Penalty: 5298.378906
	Iteration 65Q: 3 clusters Score -8020770 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -8021003.000000 Penalty: 5298.378906
	Iteration 66Q: 3 clusters Score -8021003 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -8021202.500000 Penalty: 5298.378906
	Iteration 67Q: 3 clusters Score -8021202 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -8021383.000000 Penalty: 5298.378906
	Iteration 68Q: 3 clusters Score -8021383 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -8021582.000000 Penalty: 5298.378906
	Iteration 69Q: 3 clusters Score -8021582 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -8021792.000000 Penalty: 5298.378906
	Iteration 70Q: 3 clusters Score -8021792 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -8022013.500000 Penalty: 5298.378906
	Iteration 71Q: 3 clusters Score -8022014 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -8022202.500000 Penalty: 5298.378906
	Iteration 72Q: 3 clusters Score -8022202 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -8022435.500000 Penalty: 5298.378906
	Iteration 73Q: 3 clusters Score -8022436 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -8022656.000000 Penalty: 5298.378906
	Iteration 74Q: 3 clusters Score -8022656 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -8022851.000000 Penalty: 5298.378906
	Iteration 75Q: 3 clusters Score -8022851 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -8023042.000000 Penalty: 5298.378906
	Iteration 76Q: 3 clusters Score -8023042 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -8023175.000000 Penalty: 5298.378906
	Iteration 77Q: 3 clusters Score -8023175 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -8023261.000000 Penalty: 5298.378906
	Iteration 78Q: 3 clusters Score -8023261 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -8023335.500000 Penalty: 5298.378906
	Iteration 79Q: 3 clusters Score -8023336 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -8023412.500000 Penalty: 5298.378906
	Iteration 80F: 3 clusters Score -8023412 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -8023483.500000 Penalty: 5298.378906
	Iteration 81Q: 3 clusters Score -8023484 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -8023543.000000 Penalty: 5298.378906
	Iteration 82Q: 3 clusters Score -8023543 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -8023571.000000 Penalty: 5298.378906
	Iteration 83Q: 3 clusters Score -8023571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -8023592.000000 Penalty: 5298.378906
	Iteration 84Q: 3 clusters Score -8023592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8023606.500000 Penalty: 5298.378906
	Iteration 85Q: 3 clusters Score -8023606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -8023619.500000 Penalty: 5298.378906
	Iteration 86Q: 3 clusters Score -8023620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -8023625.500000 Penalty: 5298.378906
	Iteration 87Q: 3 clusters Score -8023626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -8023636.500000 Penalty: 5298.378906
	Iteration 88Q: 3 clusters Score -8023636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -8023645.000000 Penalty: 5298.378906
	Iteration 89Q: 3 clusters Score -8023645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -8023662.000000 Penalty: 5298.378906
	Iteration 90Q: 3 clusters Score -8023662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -8023661.500000 Penalty: 5298.378906
	Iteration 91Q: 3 clusters Score -8023662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -8023678.500000 Penalty: 5298.378906
	Iteration 92Q: 3 clusters Score -8023678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -8023685.500000 Penalty: 5298.378906
	Iteration 93Q: 3 clusters Score -8023686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -8023684.000000 Penalty: 5298.378906
	Iteration 94Q: 3 clusters Score -8023684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -8023689.000000 Penalty: 5298.378906
	Iteration 95Q: 3 clusters Score -8023689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -8023685.000000 Penalty: 5298.378906
	Iteration 96Q: 3 clusters Score -8023685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -8023687.000000 Penalty: 5298.378906
	Iteration 97Q: 3 clusters Score -8023687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -8023691.500000 Penalty: 5298.378906
	Iteration 98Q: 3 clusters Score -8023692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -8023702.500000 Penalty: 5298.378906
	Iteration 99Q: 3 clusters Score -8023702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -8023703.000000 Penalty: 5298.378906
	Iteration 100F: 3 clusters Score -8023703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -8023705.000000 Penalty: 5298.378906
	Iteration 101Q: 3 clusters Score -8023705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -8023716.000000 Penalty: 5298.378906
	Iteration 102Q: 3 clusters Score -8023716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -8023702.500000 Penalty: 5298.378906
	Iteration 103Q: 3 clusters Score -8023702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -8023713.000000 Penalty: 5298.378906
	Iteration 104Q: 3 clusters Score -8023713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -8023714.000000 Penalty: 5298.378906
	Iteration 105Q: 3 clusters Score -8023714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -8023714.500000 Penalty: 5298.378906
	Iteration 106Q: 3 clusters Score -8023714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -8023723.000000 Penalty: 5298.378906
	Iteration 107Q: 3 clusters Score -8023723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -8023729.000000 Penalty: 5298.378906
	Iteration 108Q: 3 clusters Score -8023729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -8023728.500000 Penalty: 5298.378906
	Iteration 109Q: 3 clusters Score -8023728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -8023741.500000 Penalty: 5298.378906
	Iteration 110Q: 3 clusters Score -8023742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -8023744.500000 Penalty: 5298.378906
	Iteration 111Q: 3 clusters Score -8023744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -8023748.000000 Penalty: 5298.378906
	Iteration 112Q: 3 clusters Score -8023748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -8023743.000000 Penalty: 5298.378906
	Iteration 113Q: 3 clusters Score -8023743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -8023746.500000 Penalty: 5298.378906
	Iteration 114Q: 3 clusters Score -8023746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -8023746.500000 Penalty: 5298.378906
	Iteration 115F: 3 clusters Score -8023746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -26870.765625 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -26870.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -25719.150391 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -25719.15 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25919.775391 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -25919.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26022.460938 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -26022.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26068.273438 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -26068.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26121.574219 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -26121.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -26142.031250 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -26142.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -26155.109375 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -26155.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26156.648438 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -26156.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26156.648438 Penalty: 2846.937256
	Iteration 8F: 3 clusters Score -26156.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Entering Unmasked Estep 
Score: -6846391.500000 Penalty: 2609.206787
	Iteration 0F: 2 clusters Score -6846392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -6821160.000000 Penalty: 5218.413574
	Iteration 0F: 3 clusters Score -6821160 nChanged 17058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -6830477.000000 Penalty: 5218.413574
	Iteration 1F: 3 clusters Score -6830477 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -6830970.500000 Penalty: 5218.413574
	Iteration 2Q: 3 clusters Score -6830970 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -6831513.500000 Penalty: 5218.413574
	Iteration 3Q: 3 clusters Score -6831514 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -6832035.000000 Penalty: 5218.413574
	Iteration 4Q: 3 clusters Score -6832035 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -6832739.000000 Penalty: 5218.413574
	Iteration 5Q: 3 clusters Score -6832739 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -6833554.000000 Penalty: 5218.413574
	Iteration 6Q: 3 clusters Score -6833554 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -6834587.500000 Penalty: 5218.413574
	Iteration 7Q: 3 clusters Score -6834588 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -6835762.000000 Penalty: 5218.413574
	Iteration 8Q: 3 clusters Score -6835762 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -6837125.500000 Penalty: 5218.413574
	Iteration 9F: 3 clusters Score -6837126 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -6838573.000000 Penalty: 5218.413574
	Iteration 10F: 3 clusters Score -6838573 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -6840025.000000 Penalty: 5218.413574
	Iteration 11F: 3 clusters Score -6840025 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -6841281.500000 Penalty: 5218.413574
	Iteration 12Q: 3 clusters Score -6841282 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -6842237.500000 Penalty: 5218.413574
	Iteration 13Q: 3 clusters Score -6842238 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -6842887.000000 Penalty: 5218.413574
	Iteration 14Q: 3 clusters Score -6842887 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6843342.000000 Penalty: 5218.413574
	Iteration 15Q: 3 clusters Score -6843342 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6843620.000000 Penalty: 5218.413574
	Iteration 16Q: 3 clusters Score -6843620 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6843782.500000 Penalty: 5218.413574
	Iteration 17Q: 3 clusters Score -6843782 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6843906.000000 Penalty: 5218.413574
	Iteration 18Q: 3 clusters Score -6843906 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6843983.000000 Penalty: 5218.413574
	Iteration 19Q: 3 clusters Score -6843983 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -6844033.500000 Penalty: 5218.413574
	Iteration 20F: 3 clusters Score -6844034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6844077.500000 Penalty: 5218.413574
	Iteration 21Q: 3 clusters Score -6844078 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6844096.500000 Penalty: 5218.413574
	Iteration 22Q: 3 clusters Score -6844096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6844118.000000 Penalty: 5218.413574
	Iteration 23Q: 3 clusters Score -6844118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6844117.500000 Penalty: 5218.413574
	Iteration 24Q: 3 clusters Score -6844118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6844131.000000 Penalty: 5218.413574
	Iteration 25Q: 3 clusters Score -6844131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6844144.500000 Penalty: 5218.413574
	Iteration 26Q: 3 clusters Score -6844144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6844149.500000 Penalty: 5218.413574
	Iteration 27Q: 3 clusters Score -6844150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6844154.500000 Penalty: 5218.413574
	Iteration 28Q: 3 clusters Score -6844154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6844161.000000 Penalty: 5218.413574
	Iteration 29Q: 3 clusters Score -6844161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6844165.000000 Penalty: 5218.413574
	Iteration 30Q: 3 clusters Score -6844165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6844164.000000 Penalty: 5218.413574
	Iteration 31Q: 3 clusters Score -6844164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6844173.000000 Penalty: 5218.413574
	Iteration 32Q: 3 clusters Score -6844173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6844179.000000 Penalty: 5218.413574
	Iteration 33Q: 3 clusters Score -6844179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6844183.000000 Penalty: 5218.413574
	Iteration 34Q: 3 clusters Score -6844183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6844183.500000 Penalty: 5218.413574
	Iteration 35Q: 3 clusters Score -6844184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6844192.000000 Penalty: 5218.413574
	Iteration 36Q: 3 clusters Score -6844192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6844198.000000 Penalty: 5218.413574
	Iteration 37Q: 3 clusters Score -6844198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6844198.000000 Penalty: 5218.413574
	Iteration 38F: 3 clusters Score -6844198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Entering Unmasked Estep 
Score: -169873.984375 Penalty: 1728.741089
	Iteration 0F: 2 clusters Score -169874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -167894.671875 Penalty: 3457.482178
	Iteration 0F: 3 clusters Score -167894.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -168290.062500 Penalty: 3457.482178
	Iteration 1F: 3 clusters Score -168290.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -168431.625000 Penalty: 3457.482178
	Iteration 2F: 3 clusters Score -168431.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -168520.015625 Penalty: 3457.482178
	Iteration 3F: 3 clusters Score -168520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -168576.765625 Penalty: 3457.482178
	Iteration 4Q: 3 clusters Score -168576.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -168608.796875 Penalty: 3457.482178
	Iteration 5Q: 3 clusters Score -168608.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -168632.750000 Penalty: 3457.482178
	Iteration 6Q: 3 clusters Score -168632.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -168646.578125 Penalty: 3457.482178
	Iteration 7Q: 3 clusters Score -168646.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -168663.593750 Penalty: 3457.482178
	Iteration 8Q: 3 clusters Score -168663.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -168677.890625 Penalty: 3457.482178
	Iteration 9Q: 3 clusters Score -168677.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -168692.296875 Penalty: 3457.482178
	Iteration 10Q: 3 clusters Score -168692.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -168709.218750 Penalty: 3457.482178
	Iteration 11Q: 3 clusters Score -168709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -168723.218750 Penalty: 3457.482178
	Iteration 12Q: 3 clusters Score -168723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -168731.281250 Penalty: 3457.482178
	Iteration 13Q: 3 clusters Score -168731.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -168738.609375 Penalty: 3457.482178
	Iteration 14Q: 3 clusters Score -168738.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -168749.593750 Penalty: 3457.482178
	Iteration 15Q: 3 clusters Score -168749.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -168751.812500 Penalty: 3457.482178
	Iteration 16Q: 3 clusters Score -168751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -168755.875000 Penalty: 3457.482178
	Iteration 17Q: 3 clusters Score -168755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -168760.218750 Penalty: 3457.482178
	Iteration 18Q: 3 clusters Score -168760.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -168764.687500 Penalty: 3457.482178
	Iteration 19Q: 3 clusters Score -168764.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -168764.687500 Penalty: 3457.482178
	Iteration 20F: 3 clusters Score -168764.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (46282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Entering Unmasked Estep 
Score: -8625368.000000 Penalty: 2664.142090
	Iteration 0F: 2 clusters Score -8625368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -8595615.000000 Penalty: 5328.284180
	Iteration 0F: 3 clusters Score -8595615 nChanged 21289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -8607797.000000 Penalty: 5328.284180
	Iteration 1F: 3 clusters Score -8607797 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -8608742.000000 Penalty: 5328.284180
	Iteration 2F: 3 clusters Score -8608742 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -8610280.000000 Penalty: 5328.284180
	Iteration 3F: 3 clusters Score -8610280 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -8612161.000000 Penalty: 5328.284180
	Iteration 4F: 3 clusters Score -8612161 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -8614713.000000 Penalty: 5328.284180
	Iteration 5F: 3 clusters Score -8614713 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -8617696.000000 Penalty: 5328.284180
	Iteration 6F: 3 clusters Score -8617696 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -8620416.000000 Penalty: 5328.284180
	Iteration 7F: 3 clusters Score -8620416 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8621941.000000 Penalty: 5328.284180
	Iteration 8Q: 3 clusters Score -8621941 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -8622604.000000 Penalty: 5328.284180
	Iteration 9Q: 3 clusters Score -8622604 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -8622815.000000 Penalty: 5328.284180
	Iteration 10Q: 3 clusters Score -8622815 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -8622911.000000 Penalty: 5328.284180
	Iteration 11Q: 3 clusters Score -8622911 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -8623006.000000 Penalty: 5328.284180
	Iteration 12Q: 3 clusters Score -8623006 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -8623039.000000 Penalty: 5328.284180
	Iteration 13Q: 3 clusters Score -8623039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -8623066.000000 Penalty: 5328.284180
	Iteration 14Q: 3 clusters Score -8623066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -8623085.000000 Penalty: 5328.284180
	Iteration 15Q: 3 clusters Score -8623085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -8623104.000000 Penalty: 5328.284180
	Iteration 16Q: 3 clusters Score -8623104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -8623107.000000 Penalty: 5328.284180
	Iteration 17Q: 3 clusters Score -8623107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -8623123.000000 Penalty: 5328.284180
	Iteration 18Q: 3 clusters Score -8623123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8623128.000000 Penalty: 5328.284180
	Iteration 19Q: 3 clusters Score -8623128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -8623136.000000 Penalty: 5328.284180
	Iteration 20F: 3 clusters Score -8623136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -8623139.000000 Penalty: 5328.284180
	Iteration 21Q: 3 clusters Score -8623139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -8623142.000000 Penalty: 5328.284180
	Iteration 22Q: 3 clusters Score -8623142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -8623142.000000 Penalty: 5328.284180
	Iteration 23F: 3 clusters Score -8623142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -56667.304688 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -56667.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55262.375000 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -55262.38 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55538.906250 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -55538.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55687.718750 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -55687.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55805.496094 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -55805.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55877.671875 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -55877.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55907.925781 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -55907.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55919.046875 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -55919.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55923.988281 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -55923.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -55927.621094 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -55927.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55930.269531 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -55930.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55930.269531 Penalty: 3081.452637
	Iteration 10F: 3 clusters Score -55930.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 41981 members 
Mstep: Class 3 contains 46197 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 2775 members 
Mstep: Class 6 contains 43359 members 
Mstep: Class 7 contains 42160 members 
Mstep: Class 8 contains 3583 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42541 members 
Mstep: Class 12 contains 42441 members 
Mstep: Class 13 contains 49576 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 46600 members 
Mstep: Class 16 contains 42185 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42319 members 
Mstep: Class 19 contains 34150 members 
Mstep: Class 20 contains 42418 members 
Mstep: Class 21 contains 43574 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37086 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 46282 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917296.000000 Penalty: 83433.343750
Iteration 79Q: 26 clusters Score -1.269173e+08 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 41964 members 
Mstep: Class 3 contains 46193 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 2773 members 
Mstep: Class 6 contains 43409 members 
Mstep: Class 7 contains 42211 members 
Mstep: Class 8 contains 3592 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42528 members 
Mstep: Class 12 contains 42533 members 
Mstep: Class 13 contains 49518 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 46696 members 
Mstep: Class 16 contains 42175 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42280 members 
Mstep: Class 19 contains 34123 members 
Mstep: Class 20 contains 42363 members 
Mstep: Class 21 contains 43579 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36959 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 46355 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917456.000000 Penalty: 83433.343750
Iteration 80F: 26 clusters Score -1.269175e+08 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 41904 members 
Mstep: Class 3 contains 46161 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 2768 members 
Mstep: Class 6 contains 43188 members 
Mstep: Class 7 contains 42243 members 
Mstep: Class 8 contains 3605 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42472 members 
Mstep: Class 12 contains 42601 members 
Mstep: Class 13 contains 50010 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 46861 members 
Mstep: Class 16 contains 42130 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42262 members 
Mstep: Class 19 contains 34091 members 
Mstep: Class 20 contains 42266 members 
Mstep: Class 21 contains 43573 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36781 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 46368 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917384.000000 Penalty: 83433.343750
Iteration 81Q: 26 clusters Score -1.269174e+08 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 41890 members 
Mstep: Class 3 contains 46176 members 
Mstep: Class 4 contains 1152 members 
Mstep: Class 5 contains 2763 members 
Mstep: Class 6 contains 43132 members 
Mstep: Class 7 contains 42232 members 
Mstep: Class 8 contains 3621 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42425 members 
Mstep: Class 12 contains 42642 members 
Mstep: Class 13 contains 50165 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 46972 members 
Mstep: Class 16 contains 42099 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42192 members 
Mstep: Class 19 contains 34060 members 
Mstep: Class 20 contains 42249 members 
Mstep: Class 21 contains 43557 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36656 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 46446 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916792.000000 Penalty: 83433.343750
Iteration 82Q: 26 clusters Score -1.269168e+08 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 41883 members 
Mstep: Class 3 contains 46179 members 
Mstep: Class 4 contains 1152 members 
Mstep: Class 5 contains 2757 members 
Mstep: Class 6 contains 43188 members 
Mstep: Class 7 contains 42259 members 
Mstep: Class 8 contains 3637 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42356 members 
Mstep: Class 12 contains 42621 members 
Mstep: Class 13 contains 50230 members 
Mstep: Class 14 contains 852 members 
Mstep: Class 15 contains 47088 members 
Mstep: Class 16 contains 42133 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42167 members 
Mstep: Class 19 contains 34022 members 
Mstep: Class 20 contains 42254 members 
Mstep: Class 21 contains 43543 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36512 members 
Mstep: Class 24 contains 1065 members 
Mstep: Class 25 contains 46489 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917240.000000 Penalty: 83433.343750
Iteration 83Q: 26 clusters Score -1.269172e+08 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 41924 members 
Mstep: Class 3 contains 46175 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2754 members 
Mstep: Class 6 contains 43276 members 
Mstep: Class 7 contains 42263 members 
Mstep: Class 8 contains 3644 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42338 members 
Mstep: Class 12 contains 42629 members 
Mstep: Class 13 contains 50220 members 
Mstep: Class 14 contains 851 members 
Mstep: Class 15 contains 47181 members 
Mstep: Class 16 contains 42132 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42183 members 
Mstep: Class 19 contains 33983 members 
Mstep: Class 20 contains 42255 members 
Mstep: Class 21 contains 43556 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36382 members 
Mstep: Class 24 contains 1064 members 
Mstep: Class 25 contains 46487 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917344.000000 Penalty: 83433.343750
Iteration 84Q: 26 clusters Score -1.269173e+08 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 41962 members 
Mstep: Class 3 contains 46194 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2751 members 
Mstep: Class 6 contains 43341 members 
Mstep: Class 7 contains 42271 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42297 members 
Mstep: Class 12 contains 42669 members 
Mstep: Class 13 contains 50163 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 47210 members 
Mstep: Class 16 contains 42141 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42161 members 
Mstep: Class 19 contains 33935 members 
Mstep: Class 20 contains 42286 members 
Mstep: Class 21 contains 43581 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36297 members 
Mstep: Class 24 contains 1063 members 
Mstep: Class 25 contains 46496 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917568.000000 Penalty: 83433.343750
Iteration 85Q: 26 clusters Score -1.269176e+08 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 41999 members 
Mstep: Class 3 contains 46229 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2745 members 
Mstep: Class 6 contains 43396 members 
Mstep: Class 7 contains 42296 members 
Mstep: Class 8 contains 3662 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42245 members 
Mstep: Class 12 contains 42716 members 
Mstep: Class 13 contains 50099 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 47270 members 
Mstep: Class 16 contains 42145 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42126 members 
Mstep: Class 19 contains 33896 members 
Mstep: Class 20 contains 42293 members 
Mstep: Class 21 contains 43618 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36201 members 
Mstep: Class 24 contains 1061 members 
Mstep: Class 25 contains 46505 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917648.000000 Penalty: 83433.343750
Iteration 86Q: 26 clusters Score -1.269176e+08 nChanged 5254
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 42053 members 
Mstep: Class 3 contains 46299 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2736 members 
Mstep: Class 6 contains 43481 members 
Mstep: Class 7 contains 42324 members 
Mstep: Class 8 contains 3666 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42207 members 
Mstep: Class 12 contains 42776 members 
Mstep: Class 13 contains 49967 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 47280 members 
Mstep: Class 16 contains 42125 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42188 members 
Mstep: Class 19 contains 33851 members 
Mstep: Class 20 contains 42308 members 
Mstep: Class 21 contains 43614 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36127 members 
Mstep: Class 24 contains 1061 members 
Mstep: Class 25 contains 46462 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917656.000000 Penalty: 83433.343750
Iteration 87Q: 26 clusters Score -1.269177e+08 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 42055 members 
Mstep: Class 3 contains 46324 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2728 members 
Mstep: Class 6 contains 43563 members 
Mstep: Class 7 contains 42336 members 
Mstep: Class 8 contains 3673 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42177 members 
Mstep: Class 12 contains 42820 members 
Mstep: Class 13 contains 49782 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 47360 members 
Mstep: Class 16 contains 42139 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42176 members 
Mstep: Class 19 contains 33814 members 
Mstep: Class 20 contains 42353 members 
Mstep: Class 21 contains 43631 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36060 members 
Mstep: Class 24 contains 1061 members 
Mstep: Class 25 contains 46522 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918232.000000 Penalty: 83433.343750
Iteration 88Q: 26 clusters Score -1.269182e+08 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 42128 members 
Mstep: Class 3 contains 46338 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 6 contains 43683 members 
Mstep: Class 7 contains 42370 members 
Mstep: Class 8 contains 3683 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42151 members 
Mstep: Class 12 contains 42823 members 
Mstep: Class 13 contains 49564 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 47499 members 
Mstep: Class 16 contains 42103 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42205 members 
Mstep: Class 19 contains 33772 members 
Mstep: Class 20 contains 42350 members 
Mstep: Class 21 contains 43611 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35958 members 
Mstep: Class 24 contains 1061 members 
Mstep: Class 25 contains 46572 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918112.000000 Penalty: 83433.343750
Iteration 89Q: 26 clusters Score -1.269181e+08 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 42218 members 
Mstep: Class 3 contains 46378 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2721 members 
Mstep: Class 6 contains 43729 members 
Mstep: Class 7 contains 42432 members 
Mstep: Class 8 contains 3689 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42119 members 
Mstep: Class 12 contains 42832 members 
Mstep: Class 13 contains 49499 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 47607 members 
Mstep: Class 16 contains 42071 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42195 members 
Mstep: Class 19 contains 33717 members 
Mstep: Class 20 contains 42307 members 
Mstep: Class 21 contains 43615 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35863 members 
Mstep: Class 24 contains 1060 members 
Mstep: Class 25 contains 46583 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918344.000000 Penalty: 83433.343750
Iteration 90Q: 26 clusters Score -1.269183e+08 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 42274 members 
Mstep: Class 3 contains 46382 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2716 members 
Mstep: Class 6 contains 43773 members 
Mstep: Class 7 contains 42485 members 
Mstep: Class 8 contains 3696 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42090 members 
Mstep: Class 12 contains 42801 members 
Mstep: Class 13 contains 49402 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 47754 members 
Mstep: Class 16 contains 42067 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42221 members 
Mstep: Class 19 contains 33664 members 
Mstep: Class 20 contains 42272 members 
Mstep: Class 21 contains 43623 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35820 members 
Mstep: Class 24 contains 1060 members 
Mstep: Class 25 contains 46598 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918536.000000 Penalty: 83433.343750
Iteration 91Q: 26 clusters Score -1.269185e+08 nChanged 4557
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 42353 members 
Mstep: Class 3 contains 46369 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2712 members 
Mstep: Class 6 contains 43818 members 
Mstep: Class 7 contains 42556 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42085 members 
Mstep: Class 12 contains 42815 members 
Mstep: Class 13 contains 49326 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 47831 members 
Mstep: Class 16 contains 42077 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42192 members 
Mstep: Class 19 contains 33618 members 
Mstep: Class 20 contains 42265 members 
Mstep: Class 21 contains 43637 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35760 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 46616 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918776.000000 Penalty: 83433.343750
Iteration 92Q: 26 clusters Score -1.269188e+08 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 42364 members 
Mstep: Class 3 contains 46385 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2708 members 
Mstep: Class 6 contains 43817 members 
Mstep: Class 7 contains 42561 members 
Mstep: Class 8 contains 3692 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42113 members 
Mstep: Class 12 contains 42830 members 
Mstep: Class 13 contains 49201 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 47902 members 
Mstep: Class 16 contains 42082 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42182 members 
Mstep: Class 19 contains 33557 members 
Mstep: Class 20 contains 42275 members 
Mstep: Class 21 contains 43641 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35710 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 46726 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918928.000000 Penalty: 83433.343750
Iteration 93Q: 26 clusters Score -1.269189e+08 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 42362 members 
Mstep: Class 3 contains 46402 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2705 members 
Mstep: Class 6 contains 43817 members 
Mstep: Class 7 contains 42548 members 
Mstep: Class 8 contains 3690 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42156 members 
Mstep: Class 12 contains 42833 members 
Mstep: Class 13 contains 49108 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 47975 members 
Mstep: Class 16 contains 42127 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42192 members 
Mstep: Class 19 contains 33508 members 
Mstep: Class 20 contains 42282 members 
Mstep: Class 21 contains 43629 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35679 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 46780 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919080.000000 Penalty: 83433.343750
Iteration 94Q: 26 clusters Score -1.269191e+08 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 42397 members 
Mstep: Class 3 contains 46392 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 43821 members 
Mstep: Class 7 contains 42525 members 
Mstep: Class 8 contains 3695 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42205 members 
Mstep: Class 12 contains 42792 members 
Mstep: Class 13 contains 49021 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 47989 members 
Mstep: Class 16 contains 42146 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42246 members 
Mstep: Class 19 contains 33453 members 
Mstep: Class 20 contains 42286 members 
Mstep: Class 21 contains 43645 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35659 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 46818 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919216.000000 Penalty: 83433.343750
Iteration 95Q: 26 clusters Score -1.269192e+08 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 42413 members 
Mstep: Class 3 contains 46396 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2701 members 
Mstep: Class 6 contains 43848 members 
Mstep: Class 7 contains 42501 members 
Mstep: Class 8 contains 3698 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42276 members 
Mstep: Class 12 contains 42773 members 
Mstep: Class 13 contains 48951 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48003 members 
Mstep: Class 16 contains 42168 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42270 members 
Mstep: Class 19 contains 33398 members 
Mstep: Class 20 contains 42283 members 
Mstep: Class 21 contains 43641 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35627 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 46852 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919376.000000 Penalty: 83433.343750
Iteration 96Q: 26 clusters Score -1.269194e+08 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 42451 members 
Mstep: Class 3 contains 46396 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 43878 members 
Mstep: Class 7 contains 42488 members 
Mstep: Class 8 contains 3709 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42313 members 
Mstep: Class 12 contains 42699 members 
Mstep: Class 13 contains 48868 members 
Mstep: Class 14 contains 849 members 
Mstep: Class 15 contains 48008 members 
Mstep: Class 16 contains 42212 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42299 members 
Mstep: Class 19 contains 33347 members 
Mstep: Class 20 contains 42278 members 
Mstep: Class 21 contains 43630 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35617 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 46929 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919432.000000 Penalty: 83433.343750
Iteration 97Q: 26 clusters Score -1.269194e+08 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 42473 members 
Mstep: Class 3 contains 46392 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2691 members 
Mstep: Class 6 contains 43905 members 
Mstep: Class 7 contains 42511 members 
Mstep: Class 8 contains 3719 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42349 members 
Mstep: Class 12 contains 42643 members 
Mstep: Class 13 contains 48747 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48053 members 
Mstep: Class 16 contains 42226 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42289 members 
Mstep: Class 19 contains 33293 members 
Mstep: Class 20 contains 42280 members 
Mstep: Class 21 contains 43604 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35654 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47008 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919576.000000 Penalty: 83433.343750
Iteration 98Q: 26 clusters Score -1.269196e+08 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 42489 members 
Mstep: Class 3 contains 46365 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2684 members 
Mstep: Class 6 contains 43923 members 
Mstep: Class 7 contains 42532 members 
Mstep: Class 8 contains 3725 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42402 members 
Mstep: Class 12 contains 42565 members 
Mstep: Class 13 contains 48656 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48080 members 
Mstep: Class 16 contains 42266 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42303 members 
Mstep: Class 19 contains 33249 members 
Mstep: Class 20 contains 42262 members 
Mstep: Class 21 contains 43566 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35663 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47119 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919280.000000 Penalty: 83433.343750
Iteration 99Q: 26 clusters Score -1.269193e+08 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 42496 members 
Mstep: Class 3 contains 46322 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2680 members 
Mstep: Class 6 contains 43941 members 
Mstep: Class 7 contains 42527 members 
Mstep: Class 8 contains 3743 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42438 members 
Mstep: Class 12 contains 42488 members 
Mstep: Class 13 contains 48572 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48187 members 
Mstep: Class 16 contains 42335 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42312 members 
Mstep: Class 19 contains 33187 members 
Mstep: Class 20 contains 42278 members 
Mstep: Class 21 contains 43528 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35634 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47186 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919264.000000 Penalty: 83433.343750
Iteration 100F: 26 clusters Score -1.269193e+08 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 42537 members 
Mstep: Class 3 contains 46319 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 43970 members 
Mstep: Class 7 contains 42536 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42456 members 
Mstep: Class 12 contains 42470 members 
Mstep: Class 13 contains 48491 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48289 members 
Mstep: Class 16 contains 42346 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42337 members 
Mstep: Class 19 contains 33116 members 
Mstep: Class 20 contains 42272 members 
Mstep: Class 21 contains 43455 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35628 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47234 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919464.000000 Penalty: 83433.343750
Iteration 101Q: 26 clusters Score -1.269195e+08 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 42563 members 
Mstep: Class 3 contains 46318 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 44008 members 
Mstep: Class 7 contains 42604 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42461 members 
Mstep: Class 12 contains 42399 members 
Mstep: Class 13 contains 48474 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48367 members 
Mstep: Class 16 contains 42345 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42284 members 
Mstep: Class 19 contains 33043 members 
Mstep: Class 20 contains 42220 members 
Mstep: Class 21 contains 43434 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35655 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47292 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919640.000000 Penalty: 83433.343750
Iteration 102Q: 26 clusters Score -1.269196e+08 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 42606 members 
Mstep: Class 3 contains 46309 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 44059 members 
Mstep: Class 7 contains 42636 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42478 members 
Mstep: Class 12 contains 42344 members 
Mstep: Class 13 contains 48405 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48393 members 
Mstep: Class 16 contains 42364 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42246 members 
Mstep: Class 19 contains 32986 members 
Mstep: Class 20 contains 42197 members 
Mstep: Class 21 contains 43399 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35718 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47335 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919936.000000 Penalty: 83433.343750
Iteration 103Q: 26 clusters Score -1.269199e+08 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 42584 members 
Mstep: Class 3 contains 46291 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2678 members 
Mstep: Class 6 contains 44102 members 
Mstep: Class 7 contains 42659 members 
Mstep: Class 8 contains 3760 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42499 members 
Mstep: Class 12 contains 42324 members 
Mstep: Class 13 contains 48322 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48432 members 
Mstep: Class 16 contains 42376 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42242 members 
Mstep: Class 19 contains 32919 members 
Mstep: Class 20 contains 42207 members 
Mstep: Class 21 contains 43416 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35763 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47381 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919872.000000 Penalty: 83433.343750
Iteration 104Q: 26 clusters Score -1.269199e+08 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 42547 members 
Mstep: Class 3 contains 46251 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2677 members 
Mstep: Class 6 contains 44136 members 
Mstep: Class 7 contains 42654 members 
Mstep: Class 8 contains 3761 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42501 members 
Mstep: Class 12 contains 42318 members 
Mstep: Class 13 contains 48279 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48499 members 
Mstep: Class 16 contains 42385 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42249 members 
Mstep: Class 19 contains 32881 members 
Mstep: Class 20 contains 42217 members 
Mstep: Class 21 contains 43414 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35801 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47430 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920384.000000 Penalty: 83433.343750
Iteration 105Q: 26 clusters Score -1.269204e+08 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 42577 members 
Mstep: Class 3 contains 46216 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2671 members 
Mstep: Class 6 contains 44186 members 
Mstep: Class 7 contains 42669 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42528 members 
Mstep: Class 12 contains 42283 members 
Mstep: Class 13 contains 48291 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48525 members 
Mstep: Class 16 contains 42388 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42261 members 
Mstep: Class 19 contains 32849 members 
Mstep: Class 20 contains 42214 members 
Mstep: Class 21 contains 43432 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35815 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47417 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920608.000000 Penalty: 83433.343750
Iteration 106Q: 26 clusters Score -1.269206e+08 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 42620 members 
Mstep: Class 3 contains 46183 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2667 members 
Mstep: Class 6 contains 44220 members 
Mstep: Class 7 contains 42673 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42567 members 
Mstep: Class 12 contains 42256 members 
Mstep: Class 13 contains 48282 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48556 members 
Mstep: Class 16 contains 42398 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42273 members 
Mstep: Class 19 contains 32788 members 
Mstep: Class 20 contains 42194 members 
Mstep: Class 21 contains 43444 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35857 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47390 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 26 clusters Score -1.269202e+08 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 42671 members 
Mstep: Class 3 contains 46143 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2666 members 
Mstep: Class 6 contains 44226 members 
Mstep: Class 7 contains 42701 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42606 members 
Mstep: Class 12 contains 42243 members 
Mstep: Class 13 contains 48246 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48566 members 
Mstep: Class 16 contains 42428 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42242 members 
Mstep: Class 19 contains 32724 members 
Mstep: Class 20 contains 42156 members 
Mstep: Class 21 contains 43470 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35877 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47445 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920320.000000 Penalty: 83433.343750
Iteration 108Q: 26 clusters Score -1.269203e+08 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 42705 members 
Mstep: Class 3 contains 46111 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2662 members 
Mstep: Class 6 contains 44271 members 
Mstep: Class 7 contains 42729 members 
Mstep: Class 8 contains 3750 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42622 members 
Mstep: Class 12 contains 42249 members 
Mstep: Class 13 contains 48200 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48541 members 
Mstep: Class 16 contains 42417 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42229 members 
Mstep: Class 19 contains 32667 members 
Mstep: Class 20 contains 42168 members 
Mstep: Class 21 contains 43473 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35940 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47445 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920352.000000 Penalty: 83433.343750
Iteration 109Q: 26 clusters Score -1.269204e+08 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 42718 members 
Mstep: Class 3 contains 46085 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2662 members 
Mstep: Class 6 contains 44290 members 
Mstep: Class 7 contains 42736 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42657 members 
Mstep: Class 12 contains 42295 members 
Mstep: Class 13 contains 48178 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48509 members 
Mstep: Class 16 contains 42440 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42232 members 
Mstep: Class 19 contains 32606 members 
Mstep: Class 20 contains 42186 members 
Mstep: Class 21 contains 43439 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 35983 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47453 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920368.000000 Penalty: 83433.343750
Iteration 110Q: 26 clusters Score -1.269204e+08 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 42760 members 
Mstep: Class 3 contains 46041 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2660 members 
Mstep: Class 6 contains 44294 members 
Mstep: Class 7 contains 42690 members 
Mstep: Class 8 contains 3747 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42663 members 
Mstep: Class 12 contains 42345 members 
Mstep: Class 13 contains 48170 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48489 members 
Mstep: Class 16 contains 42418 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42294 members 
Mstep: Class 19 contains 32566 members 
Mstep: Class 20 contains 42179 members 
Mstep: Class 21 contains 43422 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36038 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47459 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920224.000000 Penalty: 83433.343750
Iteration 111Q: 26 clusters Score -1.269202e+08 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 42816 members 
Mstep: Class 3 contains 45992 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2658 members 
Mstep: Class 6 contains 44321 members 
Mstep: Class 7 contains 42652 members 
Mstep: Class 8 contains 3752 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42651 members 
Mstep: Class 12 contains 42394 members 
Mstep: Class 13 contains 48182 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48482 members 
Mstep: Class 16 contains 42422 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42349 members 
Mstep: Class 19 contains 32493 members 
Mstep: Class 20 contains 42167 members 
Mstep: Class 21 contains 43393 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36112 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47454 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920152.000000 Penalty: 83433.343750
Iteration 112Q: 26 clusters Score -1.269202e+08 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 42835 members 
Mstep: Class 3 contains 45969 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2656 members 
Mstep: Class 6 contains 44331 members 
Mstep: Class 7 contains 42637 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42632 members 
Mstep: Class 12 contains 42427 members 
Mstep: Class 13 contains 48195 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48495 members 
Mstep: Class 16 contains 42408 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42328 members 
Mstep: Class 19 contains 32420 members 
Mstep: Class 20 contains 42165 members 
Mstep: Class 21 contains 43356 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36194 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47522 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920640.000000 Penalty: 83433.343750
Iteration 113Q: 26 clusters Score -1.269206e+08 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 42892 members 
Mstep: Class 3 contains 45940 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2654 members 
Mstep: Class 6 contains 44287 members 
Mstep: Class 7 contains 42627 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42618 members 
Mstep: Class 12 contains 42414 members 
Mstep: Class 13 contains 48195 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48482 members 
Mstep: Class 16 contains 42396 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42319 members 
Mstep: Class 19 contains 32341 members 
Mstep: Class 20 contains 42181 members 
Mstep: Class 21 contains 43383 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36277 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47583 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921120.000000 Penalty: 83433.343750
Iteration 114Q: 26 clusters Score -1.269211e+08 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 42937 members 
Mstep: Class 3 contains 45917 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2650 members 
Mstep: Class 6 contains 44228 members 
Mstep: Class 7 contains 42648 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42595 members 
Mstep: Class 12 contains 42405 members 
Mstep: Class 13 contains 48200 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48493 members 
Mstep: Class 16 contains 42358 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42333 members 
Mstep: Class 19 contains 32268 members 
Mstep: Class 20 contains 42192 members 
Mstep: Class 21 contains 43403 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36366 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47606 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920920.000000 Penalty: 83433.343750
Iteration 115Q: 26 clusters Score -1.269209e+08 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 42966 members 
Mstep: Class 3 contains 45897 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2645 members 
Mstep: Class 6 contains 44209 members 
Mstep: Class 7 contains 42694 members 
Mstep: Class 8 contains 3751 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42567 members 
Mstep: Class 12 contains 42418 members 
Mstep: Class 13 contains 48211 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 48476 members 
Mstep: Class 16 contains 42337 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42391 members 
Mstep: Class 19 contains 32188 members 
Mstep: Class 20 contains 42172 members 
Mstep: Class 21 contains 43394 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36423 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47623 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921160.000000 Penalty: 83433.343750
Iteration 116Q: 26 clusters Score -1.269212e+08 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 42989 members 
Mstep: Class 3 contains 45872 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2642 members 
Mstep: Class 6 contains 44202 members 
Mstep: Class 7 contains 42731 members 
Mstep: Class 8 contains 3753 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42534 members 
Mstep: Class 12 contains 42405 members 
Mstep: Class 13 contains 48236 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 48484 members 
Mstep: Class 16 contains 42314 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42363 members 
Mstep: Class 19 contains 32129 members 
Mstep: Class 20 contains 42188 members 
Mstep: Class 21 contains 43396 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36491 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47676 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921320.000000 Penalty: 83433.343750
Iteration 117Q: 26 clusters Score -1.269213e+08 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 43007 members 
Mstep: Class 3 contains 45841 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2638 members 
Mstep: Class 6 contains 44181 members 
Mstep: Class 7 contains 42730 members 
Mstep: Class 8 contains 3758 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42534 members 
Mstep: Class 12 contains 42425 members 
Mstep: Class 13 contains 48218 members 
Mstep: Class 14 contains 847 members 
Mstep: Class 15 contains 48420 members 
Mstep: Class 16 contains 42305 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42381 members 
Mstep: Class 19 contains 32074 members 
Mstep: Class 20 contains 42209 members 
Mstep: Class 21 contains 43401 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36586 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47718 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921832.000000 Penalty: 83433.343750
Iteration 118Q: 26 clusters Score -1.269218e+08 nChanged 3652
Entering ConstructFrom: 
Score: -126921832.000000 Penalty: 83433.343750
Entering ConstructFrom: 
Trying to split cluster 1 (43102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Entering Unmasked Estep 
Score: -7999618.500000 Penalty: 2646.488525
	Iteration 0F: 2 clusters Score -7999618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -7971099.500000 Penalty: 5292.977051
	Iteration 0F: 3 clusters Score -7971100 nChanged 19947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -7981667.000000 Penalty: 5292.977051
	Iteration 1F: 3 clusters Score -7981667 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -7982176.500000 Penalty: 5292.977051
	Iteration 2Q: 3 clusters Score -7982176 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -7982622.500000 Penalty: 5292.977051
	Iteration 3Q: 3 clusters Score -7982622 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -7983121.500000 Penalty: 5292.977051
	Iteration 4Q: 3 clusters Score -7983122 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -7983695.500000 Penalty: 5292.977051
	Iteration 5Q: 3 clusters Score -7983696 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -7984479.500000 Penalty: 5292.977051
	Iteration 6Q: 3 clusters Score -7984480 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -7985570.500000 Penalty: 5292.977051
	Iteration 7Q: 3 clusters Score -7985570 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -7987137.000000 Penalty: 5292.977051
	Iteration 8F: 3 clusters Score -7987137 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -7989285.000000 Penalty: 5292.977051
	Iteration 9F: 3 clusters Score -7989285 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -7991768.500000 Penalty: 5292.977051
	Iteration 10F: 3 clusters Score -7991768 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -7993986.000000 Penalty: 5292.977051
	Iteration 11F: 3 clusters Score -7993986 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -7995565.500000 Penalty: 5292.977051
	Iteration 12Q: 3 clusters Score -7995566 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -7996334.500000 Penalty: 5292.977051
	Iteration 13Q: 3 clusters Score -7996334 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -7996728.000000 Penalty: 5292.977051
	Iteration 14Q: 3 clusters Score -7996728 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -7996924.000000 Penalty: 5292.977051
	Iteration 15Q: 3 clusters Score -7996924 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -7997058.000000 Penalty: 5292.977051
	Iteration 16Q: 3 clusters Score -7997058 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -7997139.500000 Penalty: 5292.977051
	Iteration 17Q: 3 clusters Score -7997140 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -7997220.500000 Penalty: 5292.977051
	Iteration 18Q: 3 clusters Score -7997220 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -7997278.000000 Penalty: 5292.977051
	Iteration 19Q: 3 clusters Score -7997278 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -7997332.000000 Penalty: 5292.977051
	Iteration 20F: 3 clusters Score -7997332 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -7997374.500000 Penalty: 5292.977051
	Iteration 21Q: 3 clusters Score -7997374 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -7997399.000000 Penalty: 5292.977051
	Iteration 22Q: 3 clusters Score -7997399 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -7997400.500000 Penalty: 5292.977051
	Iteration 23Q: 3 clusters Score -7997400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -7997429.500000 Penalty: 5292.977051
	Iteration 24Q: 3 clusters Score -7997430 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -7997435.500000 Penalty: 5292.977051
	Iteration 25Q: 3 clusters Score -7997436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -7997452.000000 Penalty: 5292.977051
	Iteration 26Q: 3 clusters Score -7997452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -7997471.500000 Penalty: 5292.977051
	Iteration 27Q: 3 clusters Score -7997472 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -7997484.500000 Penalty: 5292.977051
	Iteration 28Q: 3 clusters Score -7997484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -7997498.500000 Penalty: 5292.977051
	Iteration 29Q: 3 clusters Score -7997498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -7997495.000000 Penalty: 5292.977051
	Iteration 30Q: 3 clusters Score -7997495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -7997505.500000 Penalty: 5292.977051
	Iteration 31Q: 3 clusters Score -7997506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -7997515.000000 Penalty: 5292.977051
	Iteration 32Q: 3 clusters Score -7997515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -7997523.500000 Penalty: 5292.977051
	Iteration 33Q: 3 clusters Score -7997524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -7997537.000000 Penalty: 5292.977051
	Iteration 34Q: 3 clusters Score -7997537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -7997539.500000 Penalty: 5292.977051
	Iteration 35Q: 3 clusters Score -7997540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -7997540.500000 Penalty: 5292.977051
	Iteration 36Q: 3 clusters Score -7997540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -7997539.500000 Penalty: 5292.977051
	Iteration 37Q: 3 clusters Score -7997540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -7997543.500000 Penalty: 5292.977051
	Iteration 38Q: 3 clusters Score -7997544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -7997543.500000 Penalty: 5292.977051
	Iteration 39Q: 3 clusters Score -7997544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -7997539.500000 Penalty: 5292.977051
	Iteration 40F: 3 clusters Score -7997540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -7997546.000000 Penalty: 5292.977051
	Iteration 41Q: 3 clusters Score -7997546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -7997544.500000 Penalty: 5292.977051
	Iteration 42Q: 3 clusters Score -7997544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -7997539.500000 Penalty: 5292.977051
	Iteration 43Q: 3 clusters Score -7997540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -7997547.000000 Penalty: 5292.977051
	Iteration 44Q: 3 clusters Score -7997547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -7997550.000000 Penalty: 5292.977051
	Iteration 45Q: 3 clusters Score -7997550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -7997551.000000 Penalty: 5292.977051
	Iteration 46Q: 3 clusters Score -7997551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -7997555.500000 Penalty: 5292.977051
	Iteration 47Q: 3 clusters Score -7997556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -7997552.000000 Penalty: 5292.977051
	Iteration 48Q: 3 clusters Score -7997552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -7997547.500000 Penalty: 5292.977051
	Iteration 49Q: 3 clusters Score -7997548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -7997549.500000 Penalty: 5292.977051
	Iteration 50Q: 3 clusters Score -7997550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -7997548.500000 Penalty: 5292.977051
	Iteration 51Q: 3 clusters Score -7997548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -7997545.000000 Penalty: 5292.977051
	Iteration 52Q: 3 clusters Score -7997545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -7997551.500000 Penalty: 5292.977051
	Iteration 53Q: 3 clusters Score -7997552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -7997548.000000 Penalty: 5292.977051
	Iteration 54Q: 3 clusters Score -7997548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -7997548.000000 Penalty: 5292.977051
	Iteration 55F: 3 clusters Score -7997548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Entering Unmasked Estep 
Score: -7932164.000000 Penalty: 2645.947266
	Iteration 0F: 2 clusters Score -7932164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -7903426.500000 Penalty: 5291.894531
	Iteration 0F: 3 clusters Score -7903426 nChanged 19638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -7914557.500000 Penalty: 5291.894531
	Iteration 1F: 3 clusters Score -7914558 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -7915658.500000 Penalty: 5291.894531
	Iteration 2F: 3 clusters Score -7915658 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -7916868.500000 Penalty: 5291.894531
	Iteration 3F: 3 clusters Score -7916868 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -7918194.000000 Penalty: 5291.894531
	Iteration 4F: 3 clusters Score -7918194 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -7919543.000000 Penalty: 5291.894531
	Iteration 5F: 3 clusters Score -7919543 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -7920933.500000 Penalty: 5291.894531
	Iteration 6F: 3 clusters Score -7920934 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -7922534.500000 Penalty: 5291.894531
	Iteration 7F: 3 clusters Score -7922534 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -7923984.500000 Penalty: 5291.894531
	Iteration 8F: 3 clusters Score -7923984 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -7925060.000000 Penalty: 5291.894531
	Iteration 9Q: 3 clusters Score -7925060 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -7925634.500000 Penalty: 5291.894531
	Iteration 10Q: 3 clusters Score -7925634 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -7926002.000000 Penalty: 5291.894531
	Iteration 11Q: 3 clusters Score -7926002 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -7926233.500000 Penalty: 5291.894531
	Iteration 12Q: 3 clusters Score -7926234 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -7926482.000000 Penalty: 5291.894531
	Iteration 13Q: 3 clusters Score -7926482 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -7926778.000000 Penalty: 5291.894531
	Iteration 14Q: 3 clusters Score -7926778 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -7927052.000000 Penalty: 5291.894531
	Iteration 15Q: 3 clusters Score -7927052 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -7927299.000000 Penalty: 5291.894531
	Iteration 16Q: 3 clusters Score -7927299 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -7927567.500000 Penalty: 5291.894531
	Iteration 17Q: 3 clusters Score -7927568 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -7927783.000000 Penalty: 5291.894531
	Iteration 18Q: 3 clusters Score -7927783 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -7928015.000000 Penalty: 5291.894531
	Iteration 19Q: 3 clusters Score -7928015 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -7928174.000000 Penalty: 5291.894531
	Iteration 20F: 3 clusters Score -7928174 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -7928387.500000 Penalty: 5291.894531
	Iteration 21Q: 3 clusters Score -7928388 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -7928588.500000 Penalty: 5291.894531
	Iteration 22Q: 3 clusters Score -7928588 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -7928738.000000 Penalty: 5291.894531
	Iteration 23Q: 3 clusters Score -7928738 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -7928839.500000 Penalty: 5291.894531
	Iteration 24Q: 3 clusters Score -7928840 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -7928947.500000 Penalty: 5291.894531
	Iteration 25Q: 3 clusters Score -7928948 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -7929031.500000 Penalty: 5291.894531
	Iteration 26Q: 3 clusters Score -7929032 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -7929109.500000 Penalty: 5291.894531
	Iteration 27Q: 3 clusters Score -7929110 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -7929190.500000 Penalty: 5291.894531
	Iteration 28Q: 3 clusters Score -7929190 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -7929227.000000 Penalty: 5291.894531
	Iteration 29Q: 3 clusters Score -7929227 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -7929323.500000 Penalty: 5291.894531
	Iteration 30Q: 3 clusters Score -7929324 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -7929392.500000 Penalty: 5291.894531
	Iteration 31Q: 3 clusters Score -7929392 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -7929502.500000 Penalty: 5291.894531
	Iteration 32Q: 3 clusters Score -7929502 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -7929589.000000 Penalty: 5291.894531
	Iteration 33Q: 3 clusters Score -7929589 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -7929644.000000 Penalty: 5291.894531
	Iteration 34Q: 3 clusters Score -7929644 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -7929682.500000 Penalty: 5291.894531
	Iteration 35Q: 3 clusters Score -7929682 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -7929746.500000 Penalty: 5291.894531
	Iteration 36Q: 3 clusters Score -7929746 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -7929842.500000 Penalty: 5291.894531
	Iteration 37Q: 3 clusters Score -7929842 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -7929905.500000 Penalty: 5291.894531
	Iteration 38Q: 3 clusters Score -7929906 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -7929949.000000 Penalty: 5291.894531
	Iteration 39Q: 3 clusters Score -7929949 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -7930026.000000 Penalty: 5291.894531
	Iteration 40F: 3 clusters Score -7930026 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -7930055.000000 Penalty: 5291.894531
	Iteration 41Q: 3 clusters Score -7930055 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -7930116.000000 Penalty: 5291.894531
	Iteration 42Q: 3 clusters Score -7930116 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -7930154.000000 Penalty: 5291.894531
	Iteration 43Q: 3 clusters Score -7930154 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -7930227.500000 Penalty: 5291.894531
	Iteration 44Q: 3 clusters Score -7930228 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -7930300.500000 Penalty: 5291.894531
	Iteration 45Q: 3 clusters Score -7930300 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -7930348.500000 Penalty: 5291.894531
	Iteration 46Q: 3 clusters Score -7930348 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -7930426.000000 Penalty: 5291.894531
	Iteration 47Q: 3 clusters Score -7930426 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -7930497.000000 Penalty: 5291.894531
	Iteration 48Q: 3 clusters Score -7930497 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -7930578.000000 Penalty: 5291.894531
	Iteration 49Q: 3 clusters Score -7930578 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -7930635.500000 Penalty: 5291.894531
	Iteration 50Q: 3 clusters Score -7930636 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -7930696.500000 Penalty: 5291.894531
	Iteration 51Q: 3 clusters Score -7930696 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -7930750.500000 Penalty: 5291.894531
	Iteration 52Q: 3 clusters Score -7930750 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -7930779.500000 Penalty: 5291.894531
	Iteration 53Q: 3 clusters Score -7930780 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -7930803.500000 Penalty: 5291.894531
	Iteration 54Q: 3 clusters Score -7930804 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -7930837.000000 Penalty: 5291.894531
	Iteration 55Q: 3 clusters Score -7930837 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -7930861.500000 Penalty: 5291.894531
	Iteration 56Q: 3 clusters Score -7930862 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -7930877.000000 Penalty: 5291.894531
	Iteration 57Q: 3 clusters Score -7930877 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -7930888.000000 Penalty: 5291.894531
	Iteration 58Q: 3 clusters Score -7930888 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -7930924.500000 Penalty: 5291.894531
	Iteration 59Q: 3 clusters Score -7930924 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -7930928.000000 Penalty: 5291.894531
	Iteration 60F: 3 clusters Score -7930928 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -7930937.000000 Penalty: 5291.894531
	Iteration 61Q: 3 clusters Score -7930937 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -7930947.500000 Penalty: 5291.894531
	Iteration 62Q: 3 clusters Score -7930948 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -7930967.000000 Penalty: 5291.894531
	Iteration 63Q: 3 clusters Score -7930967 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -7930960.000000 Penalty: 5291.894531
	Iteration 64Q: 3 clusters Score -7930960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -7930987.000000 Penalty: 5291.894531
	Iteration 65Q: 3 clusters Score -7930987 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -7930994.000000 Penalty: 5291.894531
	Iteration 66Q: 3 clusters Score -7930994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -7931018.500000 Penalty: 5291.894531
	Iteration 67Q: 3 clusters Score -7931018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -7931025.000000 Penalty: 5291.894531
	Iteration 68Q: 3 clusters Score -7931025 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -7931024.000000 Penalty: 5291.894531
	Iteration 69Q: 3 clusters Score -7931024 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -7931040.500000 Penalty: 5291.894531
	Iteration 70Q: 3 clusters Score -7931040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -7931059.500000 Penalty: 5291.894531
	Iteration 71Q: 3 clusters Score -7931060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -7931062.000000 Penalty: 5291.894531
	Iteration 72Q: 3 clusters Score -7931062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -7931059.000000 Penalty: 5291.894531
	Iteration 73Q: 3 clusters Score -7931059 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -7931062.000000 Penalty: 5291.894531
	Iteration 74Q: 3 clusters Score -7931062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -7931060.500000 Penalty: 5291.894531
	Iteration 75Q: 3 clusters Score -7931060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -7931067.000000 Penalty: 5291.894531
	Iteration 76Q: 3 clusters Score -7931067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -7931069.000000 Penalty: 5291.894531
	Iteration 77Q: 3 clusters Score -7931069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -7931071.000000 Penalty: 5291.894531
	Iteration 78Q: 3 clusters Score -7931071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -7931078.500000 Penalty: 5291.894531
	Iteration 79Q: 3 clusters Score -7931078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -7931083.000000 Penalty: 5291.894531
	Iteration 80F: 3 clusters Score -7931083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -7931084.500000 Penalty: 5291.894531
	Iteration 81Q: 3 clusters Score -7931084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -7931084.000000 Penalty: 5291.894531
	Iteration 82Q: 3 clusters Score -7931084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -7931085.500000 Penalty: 5291.894531
	Iteration 83Q: 3 clusters Score -7931086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -7931069.500000 Penalty: 5291.894531
	Iteration 84Q: 3 clusters Score -7931070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -7931069.000000 Penalty: 5291.894531
	Iteration 85Q: 3 clusters Score -7931069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -7931091.500000 Penalty: 5291.894531
	Iteration 86Q: 3 clusters Score -7931092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -7931090.000000 Penalty: 5291.894531
	Iteration 87Q: 3 clusters Score -7931090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -7931090.500000 Penalty: 5291.894531
	Iteration 88Q: 3 clusters Score -7931090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -7931086.000000 Penalty: 5291.894531
	Iteration 89Q: 3 clusters Score -7931086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -7931083.000000 Penalty: 5291.894531
	Iteration 90Q: 3 clusters Score -7931083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -7931086.500000 Penalty: 5291.894531
	Iteration 91Q: 3 clusters Score -7931086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -7931087.500000 Penalty: 5291.894531
	Iteration 92Q: 3 clusters Score -7931088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -7931086.500000 Penalty: 5291.894531
	Iteration 93Q: 3 clusters Score -7931086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -7931088.500000 Penalty: 5291.894531
	Iteration 94Q: 3 clusters Score -7931088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -7931092.000000 Penalty: 5291.894531
	Iteration 95Q: 3 clusters Score -7931092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -7931092.500000 Penalty: 5291.894531
	Iteration 96Q: 3 clusters Score -7931092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -7931096.000000 Penalty: 5291.894531
	Iteration 97Q: 3 clusters Score -7931096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -7931096.500000 Penalty: 5291.894531
	Iteration 98Q: 3 clusters Score -7931096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -7931101.500000 Penalty: 5291.894531
	Iteration 99Q: 3 clusters Score -7931102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -7931107.500000 Penalty: 5291.894531
	Iteration 100F: 3 clusters Score -7931108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -7931107.000000 Penalty: 5291.894531
	Iteration 101Q: 3 clusters Score -7931107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -7931113.500000 Penalty: 5291.894531
	Iteration 102Q: 3 clusters Score -7931114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -7931113.000000 Penalty: 5291.894531
	Iteration 103Q: 3 clusters Score -7931113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -7931113.000000 Penalty: 5291.894531
	Iteration 104F: 3 clusters Score -7931113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Entering Unmasked Estep 
Score: -8389987.000000 Penalty: 2661.794922
	Iteration 0F: 2 clusters Score -8389987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -8359632.500000 Penalty: 5323.589844
	Iteration 0F: 3 clusters Score -8359632 nChanged 21189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -8371196.500000 Penalty: 5323.589844
	Iteration 1F: 3 clusters Score -8371196 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -8371597.000000 Penalty: 5323.589844
	Iteration 2Q: 3 clusters Score -8371597 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -8371949.000000 Penalty: 5323.589844
	Iteration 3Q: 3 clusters Score -8371949 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -8372190.500000 Penalty: 5323.589844
	Iteration 4Q: 3 clusters Score -8372190 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -8372422.000000 Penalty: 5323.589844
	Iteration 5Q: 3 clusters Score -8372422 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -8372784.500000 Penalty: 5323.589844
	Iteration 6Q: 3 clusters Score -8372784 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -8373193.000000 Penalty: 5323.589844
	Iteration 7Q: 3 clusters Score -8373193 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -8373851.500000 Penalty: 5323.589844
	Iteration 8Q: 3 clusters Score -8373852 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -8374859.000000 Penalty: 5323.589844
	Iteration 9Q: 3 clusters Score -8374859 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -8376403.000000 Penalty: 5323.589844
	Iteration 10F: 3 clusters Score -8376403 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -8378827.500000 Penalty: 5323.589844
	Iteration 11F: 3 clusters Score -8378828 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -8381856.000000 Penalty: 5323.589844
	Iteration 12F: 3 clusters Score -8381856 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -8384583.000000 Penalty: 5323.589844
	Iteration 13F: 3 clusters Score -8384583 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8386234.500000 Penalty: 5323.589844
	Iteration 14Q: 3 clusters Score -8386234 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8386990.000000 Penalty: 5323.589844
	Iteration 15Q: 3 clusters Score -8386990 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8387358.000000 Penalty: 5323.589844
	Iteration 16Q: 3 clusters Score -8387358 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8387547.000000 Penalty: 5323.589844
	Iteration 17Q: 3 clusters Score -8387547 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8387640.000000 Penalty: 5323.589844
	Iteration 18Q: 3 clusters Score -8387640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8387703.500000 Penalty: 5323.589844
	Iteration 19Q: 3 clusters Score -8387704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8387738.000000 Penalty: 5323.589844
	Iteration 20F: 3 clusters Score -8387738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8387760.500000 Penalty: 5323.589844
	Iteration 21Q: 3 clusters Score -8387760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8387763.000000 Penalty: 5323.589844
	Iteration 22Q: 3 clusters Score -8387763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8387764.500000 Penalty: 5323.589844
	Iteration 23Q: 3 clusters Score -8387764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8387769.500000 Penalty: 5323.589844
	Iteration 24Q: 3 clusters Score -8387770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8387769.000000 Penalty: 5323.589844
	Iteration 25Q: 3 clusters Score -8387769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8387766.500000 Penalty: 5323.589844
	Iteration 26Q: 3 clusters Score -8387766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8387768.000000 Penalty: 5323.589844
	Iteration 27Q: 3 clusters Score -8387768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8387768.000000 Penalty: 5323.589844
	Iteration 28F: 3 clusters Score -8387768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -202669.406250 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -202669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -200704.015625 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -200704 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -201213.000000 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -201213 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -201447.750000 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -201447.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -201640.015625 Penalty: 3499.862793
	Iteration 3F: 3 clusters Score -201640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -201814.390625 Penalty: 3499.862793
	Iteration 4F: 3 clusters Score -201814.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -202011.656250 Penalty: 3499.862793
	Iteration 5F: 3 clusters Score -202011.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -202184.296875 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -202184.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -202376.781250 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -202376.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -202458.281250 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -202458.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -202480.281250 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -202480.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -202491.875000 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -202491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -202506.390625 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -202506.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -202516.484375 Penalty: 3499.862793
	Iteration 12Q: 3 clusters Score -202516.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -202530.296875 Penalty: 3499.862793
	Iteration 13Q: 3 clusters Score -202530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -202555.890625 Penalty: 3499.862793
	Iteration 14Q: 3 clusters Score -202555.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -202564.625000 Penalty: 3499.862793
	Iteration 15Q: 3 clusters Score -202564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -202574.921875 Penalty: 3499.862793
	Iteration 16Q: 3 clusters Score -202574.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -202576.531250 Penalty: 3499.862793
	Iteration 17Q: 3 clusters Score -202576.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -202581.265625 Penalty: 3499.862793
	Iteration 18Q: 3 clusters Score -202581.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -202581.265625 Penalty: 3499.862793
	Iteration 19F: 3 clusters Score -202581.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -459233.312500 Penalty: 1953.312256
	Iteration 0F: 2 clusters Score -459233.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -456180.000000 Penalty: 3906.624512
	Iteration 0F: 3 clusters Score -456180 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -456750.968750 Penalty: 3906.624512
	Iteration 1F: 3 clusters Score -456751 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -456881.500000 Penalty: 3906.624512
	Iteration 2F: 3 clusters Score -456881.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -456963.687500 Penalty: 3906.624512
	Iteration 3Q: 3 clusters Score -456963.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -457037.125000 Penalty: 3906.624512
	Iteration 4Q: 3 clusters Score -457037.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -457091.593750 Penalty: 3906.624512
	Iteration 5Q: 3 clusters Score -457091.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -457138.750000 Penalty: 3906.624512
	Iteration 6Q: 3 clusters Score -457138.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -457187.593750 Penalty: 3906.624512
	Iteration 7Q: 3 clusters Score -457187.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -457221.875000 Penalty: 3906.624512
	Iteration 8Q: 3 clusters Score -457221.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -457247.125000 Penalty: 3906.624512
	Iteration 9Q: 3 clusters Score -457247.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -457273.562500 Penalty: 3906.624512
	Iteration 10Q: 3 clusters Score -457273.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -457297.406250 Penalty: 3906.624512
	Iteration 11Q: 3 clusters Score -457297.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -457320.031250 Penalty: 3906.624512
	Iteration 12Q: 3 clusters Score -457320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -457349.312500 Penalty: 3906.624512
	Iteration 13Q: 3 clusters Score -457349.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -457385.250000 Penalty: 3906.624512
	Iteration 14Q: 3 clusters Score -457385.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -457411.562500 Penalty: 3906.624512
	Iteration 15Q: 3 clusters Score -457411.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -457442.500000 Penalty: 3906.624512
	Iteration 16Q: 3 clusters Score -457442.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -457469.750000 Penalty: 3906.624512
	Iteration 17Q: 3 clusters Score -457469.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -457491.343750 Penalty: 3906.624512
	Iteration 18Q: 3 clusters Score -457491.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -457513.375000 Penalty: 3906.624512
	Iteration 19Q: 3 clusters Score -457513.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -457533.531250 Penalty: 3906.624512
	Iteration 20F: 3 clusters Score -457533.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -457552.000000 Penalty: 3906.624512
	Iteration 21Q: 3 clusters Score -457552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -457570.281250 Penalty: 3906.624512
	Iteration 22Q: 3 clusters Score -457570.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -457590.937500 Penalty: 3906.624512
	Iteration 23Q: 3 clusters Score -457590.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -457607.406250 Penalty: 3906.624512
	Iteration 24Q: 3 clusters Score -457607.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -457629.812500 Penalty: 3906.624512
	Iteration 25Q: 3 clusters Score -457629.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -457646.500000 Penalty: 3906.624512
	Iteration 26Q: 3 clusters Score -457646.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -457658.437500 Penalty: 3906.624512
	Iteration 27Q: 3 clusters Score -457658.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -457669.687500 Penalty: 3906.624512
	Iteration 28Q: 3 clusters Score -457669.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -457680.437500 Penalty: 3906.624512
	Iteration 29Q: 3 clusters Score -457680.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -457685.625000 Penalty: 3906.624512
	Iteration 30Q: 3 clusters Score -457685.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -457694.312500 Penalty: 3906.624512
	Iteration 31Q: 3 clusters Score -457694.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -457705.875000 Penalty: 3906.624512
	Iteration 32Q: 3 clusters Score -457705.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -457718.437500 Penalty: 3906.624512
	Iteration 33Q: 3 clusters Score -457718.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -457733.531250 Penalty: 3906.624512
	Iteration 34Q: 3 clusters Score -457733.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -457742.125000 Penalty: 3906.624512
	Iteration 35Q: 3 clusters Score -457742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -457746.250000 Penalty: 3906.624512
	Iteration 36Q: 3 clusters Score -457746.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -457748.250000 Penalty: 3906.624512
	Iteration 37Q: 3 clusters Score -457748.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -457752.656250 Penalty: 3906.624512
	Iteration 38Q: 3 clusters Score -457752.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -457758.593750 Penalty: 3906.624512
	Iteration 39Q: 3 clusters Score -457758.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -457764.531250 Penalty: 3906.624512
	Iteration 40F: 3 clusters Score -457764.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -457767.875000 Penalty: 3906.624512
	Iteration 41Q: 3 clusters Score -457767.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -457771.093750 Penalty: 3906.624512
	Iteration 42Q: 3 clusters Score -457771.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -457773.718750 Penalty: 3906.624512
	Iteration 43Q: 3 clusters Score -457773.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -457776.750000 Penalty: 3906.624512
	Iteration 44Q: 3 clusters Score -457776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -457781.375000 Penalty: 3906.624512
	Iteration 45Q: 3 clusters Score -457781.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -457789.812500 Penalty: 3906.624512
	Iteration 46Q: 3 clusters Score -457789.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -457797.031250 Penalty: 3906.624512
	Iteration 47Q: 3 clusters Score -457797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -457804.625000 Penalty: 3906.624512
	Iteration 48Q: 3 clusters Score -457804.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -457810.375000 Penalty: 3906.624512
	Iteration 49Q: 3 clusters Score -457810.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -457815.937500 Penalty: 3906.624512
	Iteration 50Q: 3 clusters Score -457815.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -457824.468750 Penalty: 3906.624512
	Iteration 51Q: 3 clusters Score -457824.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -457832.375000 Penalty: 3906.624512
	Iteration 52Q: 3 clusters Score -457832.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -457837.187500 Penalty: 3906.624512
	Iteration 53Q: 3 clusters Score -457837.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -457842.593750 Penalty: 3906.624512
	Iteration 54Q: 3 clusters Score -457842.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -457848.968750 Penalty: 3906.624512
	Iteration 55Q: 3 clusters Score -457849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -457854.562500 Penalty: 3906.624512
	Iteration 56Q: 3 clusters Score -457854.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -457862.437500 Penalty: 3906.624512
	Iteration 57Q: 3 clusters Score -457862.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -457866.687500 Penalty: 3906.624512
	Iteration 58Q: 3 clusters Score -457866.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -457872.625000 Penalty: 3906.624512
	Iteration 59Q: 3 clusters Score -457872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -457874.500000 Penalty: 3906.624512
	Iteration 60F: 3 clusters Score -457874.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Entering Unmasked Estep 
Score: -8232480.000000 Penalty: 2652.468750
	Iteration 0F: 2 clusters Score -8232480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -8203476.500000 Penalty: 5304.937500
	Iteration 0F: 3 clusters Score -8203476 nChanged 20412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -8214781.500000 Penalty: 5304.937500
	Iteration 1F: 3 clusters Score -8214782 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -8215273.500000 Penalty: 5304.937500
	Iteration 2Q: 3 clusters Score -8215274 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -8215663.000000 Penalty: 5304.937500
	Iteration 3Q: 3 clusters Score -8215663 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -8216053.000000 Penalty: 5304.937500
	Iteration 4Q: 3 clusters Score -8216053 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -8216419.000000 Penalty: 5304.937500
	Iteration 5Q: 3 clusters Score -8216419 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -8216867.000000 Penalty: 5304.937500
	Iteration 6Q: 3 clusters Score -8216867 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -8217329.500000 Penalty: 5304.937500
	Iteration 7Q: 3 clusters Score -8217330 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -8217946.000000 Penalty: 5304.937500
	Iteration 8Q: 3 clusters Score -8217946 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -8218897.500000 Penalty: 5304.937500
	Iteration 9Q: 3 clusters Score -8218898 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -8220279.000000 Penalty: 5304.937500
	Iteration 10F: 3 clusters Score -8220279 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -8222273.000000 Penalty: 5304.937500
	Iteration 11F: 3 clusters Score -8222273 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -8224473.000000 Penalty: 5304.937500
	Iteration 12F: 3 clusters Score -8224473 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -8226033.000000 Penalty: 5304.937500
	Iteration 13F: 3 clusters Score -8226033 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -8226618.000000 Penalty: 5304.937500
	Iteration 14Q: 3 clusters Score -8226618 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -8226918.000000 Penalty: 5304.937500
	Iteration 15Q: 3 clusters Score -8226918 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -8227041.000000 Penalty: 5304.937500
	Iteration 16Q: 3 clusters Score -8227041 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -8227174.000000 Penalty: 5304.937500
	Iteration 17Q: 3 clusters Score -8227174 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -8227233.000000 Penalty: 5304.937500
	Iteration 18Q: 3 clusters Score -8227233 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -8227269.000000 Penalty: 5304.937500
	Iteration 19Q: 3 clusters Score -8227269 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -8227289.500000 Penalty: 5304.937500
	Iteration 20F: 3 clusters Score -8227290 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -8227332.000000 Penalty: 5304.937500
	Iteration 21Q: 3 clusters Score -8227332 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -8227371.000000 Penalty: 5304.937500
	Iteration 22Q: 3 clusters Score -8227371 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -8227422.500000 Penalty: 5304.937500
	Iteration 23Q: 3 clusters Score -8227422 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -8227440.000000 Penalty: 5304.937500
	Iteration 24Q: 3 clusters Score -8227440 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -8227453.500000 Penalty: 5304.937500
	Iteration 25Q: 3 clusters Score -8227454 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -8227479.500000 Penalty: 5304.937500
	Iteration 26Q: 3 clusters Score -8227480 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -8227491.500000 Penalty: 5304.937500
	Iteration 27Q: 3 clusters Score -8227492 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -8227531.500000 Penalty: 5304.937500
	Iteration 28Q: 3 clusters Score -8227532 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -8227552.000000 Penalty: 5304.937500
	Iteration 29Q: 3 clusters Score -8227552 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -8227594.500000 Penalty: 5304.937500
	Iteration 30Q: 3 clusters Score -8227594 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -8227635.500000 Penalty: 5304.937500
	Iteration 31Q: 3 clusters Score -8227636 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -8227661.000000 Penalty: 5304.937500
	Iteration 32Q: 3 clusters Score -8227661 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -8227663.500000 Penalty: 5304.937500
	Iteration 33Q: 3 clusters Score -8227664 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -8227709.000000 Penalty: 5304.937500
	Iteration 34Q: 3 clusters Score -8227709 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -8227767.500000 Penalty: 5304.937500
	Iteration 35Q: 3 clusters Score -8227768 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -8227791.500000 Penalty: 5304.937500
	Iteration 36Q: 3 clusters Score -8227792 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -8227824.500000 Penalty: 5304.937500
	Iteration 37Q: 3 clusters Score -8227824 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -8227859.500000 Penalty: 5304.937500
	Iteration 38Q: 3 clusters Score -8227860 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -8227873.500000 Penalty: 5304.937500
	Iteration 39Q: 3 clusters Score -8227874 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -8227888.000000 Penalty: 5304.937500
	Iteration 40F: 3 clusters Score -8227888 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -8227971.500000 Penalty: 5304.937500
	Iteration 41Q: 3 clusters Score -8227972 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -8227994.500000 Penalty: 5304.937500
	Iteration 42Q: 3 clusters Score -8227994 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -8228063.000000 Penalty: 5304.937500
	Iteration 43Q: 3 clusters Score -8228063 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -8228091.000000 Penalty: 5304.937500
	Iteration 44Q: 3 clusters Score -8228091 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -8228130.000000 Penalty: 5304.937500
	Iteration 45Q: 3 clusters Score -8228130 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -8228138.500000 Penalty: 5304.937500
	Iteration 46Q: 3 clusters Score -8228138 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -8228168.000000 Penalty: 5304.937500
	Iteration 47Q: 3 clusters Score -8228168 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -8228226.000000 Penalty: 5304.937500
	Iteration 48Q: 3 clusters Score -8228226 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -8228273.000000 Penalty: 5304.937500
	Iteration 49Q: 3 clusters Score -8228273 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -8228331.000000 Penalty: 5304.937500
	Iteration 50Q: 3 clusters Score -8228331 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -8228344.000000 Penalty: 5304.937500
	Iteration 51Q: 3 clusters Score -8228344 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -8228366.500000 Penalty: 5304.937500
	Iteration 52Q: 3 clusters Score -8228366 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -8228400.000000 Penalty: 5304.937500
	Iteration 53Q: 3 clusters Score -8228400 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -8228448.000000 Penalty: 5304.937500
	Iteration 54Q: 3 clusters Score -8228448 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -8228453.500000 Penalty: 5304.937500
	Iteration 55Q: 3 clusters Score -8228454 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -8228485.000000 Penalty: 5304.937500
	Iteration 56Q: 3 clusters Score -8228485 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -8228512.500000 Penalty: 5304.937500
	Iteration 57Q: 3 clusters Score -8228512 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -8228535.000000 Penalty: 5304.937500
	Iteration 58Q: 3 clusters Score -8228535 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -8228556.500000 Penalty: 5304.937500
	Iteration 59Q: 3 clusters Score -8228556 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -8228578.000000 Penalty: 5304.937500
	Iteration 60F: 3 clusters Score -8228578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -8228597.000000 Penalty: 5304.937500
	Iteration 61Q: 3 clusters Score -8228597 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -8228589.500000 Penalty: 5304.937500
	Iteration 62Q: 3 clusters Score -8228590 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -8228610.000000 Penalty: 5304.937500
	Iteration 63Q: 3 clusters Score -8228610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -8228628.000000 Penalty: 5304.937500
	Iteration 64Q: 3 clusters Score -8228628 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -8228649.500000 Penalty: 5304.937500
	Iteration 65Q: 3 clusters Score -8228650 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -8228657.500000 Penalty: 5304.937500
	Iteration 66Q: 3 clusters Score -8228658 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -8228677.500000 Penalty: 5304.937500
	Iteration 67Q: 3 clusters Score -8228678 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -8228685.500000 Penalty: 5304.937500
	Iteration 68Q: 3 clusters Score -8228686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -8228679.000000 Penalty: 5304.937500
	Iteration 69Q: 3 clusters Score -8228679 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -8228686.500000 Penalty: 5304.937500
	Iteration 70Q: 3 clusters Score -8228686 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -8228676.000000 Penalty: 5304.937500
	Iteration 71Q: 3 clusters Score -8228676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -8228676.000000 Penalty: 5304.937500
	Iteration 72Q: 3 clusters Score -8228676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -8228686.500000 Penalty: 5304.937500
	Iteration 73Q: 3 clusters Score -8228686 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -8228686.000000 Penalty: 5304.937500
	Iteration 74Q: 3 clusters Score -8228686 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -8228671.500000 Penalty: 5304.937500
	Iteration 75Q: 3 clusters Score -8228672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -8228683.000000 Penalty: 5304.937500
	Iteration 76Q: 3 clusters Score -8228683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -8228670.500000 Penalty: 5304.937500
	Iteration 77Q: 3 clusters Score -8228670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -8228678.000000 Penalty: 5304.937500
	Iteration 78Q: 3 clusters Score -8228678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -8228685.500000 Penalty: 5304.937500
	Iteration 79Q: 3 clusters Score -8228686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -8228685.500000 Penalty: 5304.937500
	Iteration 80F: 3 clusters Score -8228686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -8228691.000000 Penalty: 5304.937500
	Iteration 81Q: 3 clusters Score -8228691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -8228699.000000 Penalty: 5304.937500
	Iteration 82Q: 3 clusters Score -8228699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -8228704.000000 Penalty: 5304.937500
	Iteration 83Q: 3 clusters Score -8228704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -8228705.000000 Penalty: 5304.937500
	Iteration 84Q: 3 clusters Score -8228705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -8228702.000000 Penalty: 5304.937500
	Iteration 85Q: 3 clusters Score -8228702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -8228688.500000 Penalty: 5304.937500
	Iteration 86Q: 3 clusters Score -8228688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -8228709.000000 Penalty: 5304.937500
	Iteration 87Q: 3 clusters Score -8228709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -8228709.500000 Penalty: 5304.937500
	Iteration 88Q: 3 clusters Score -8228710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -8228707.500000 Penalty: 5304.937500
	Iteration 89Q: 3 clusters Score -8228708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -8228712.000000 Penalty: 5304.937500
	Iteration 90Q: 3 clusters Score -8228712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -8228722.500000 Penalty: 5304.937500
	Iteration 91Q: 3 clusters Score -8228722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -8228718.500000 Penalty: 5304.937500
	Iteration 92Q: 3 clusters Score -8228718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -8228728.500000 Penalty: 5304.937500
	Iteration 93Q: 3 clusters Score -8228728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -8228722.500000 Penalty: 5304.937500
	Iteration 94Q: 3 clusters Score -8228722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -8228721.000000 Penalty: 5304.937500
	Iteration 95Q: 3 clusters Score -8228721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -8228723.500000 Penalty: 5304.937500
	Iteration 96Q: 3 clusters Score -8228724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -8228725.000000 Penalty: 5304.937500
	Iteration 97Q: 3 clusters Score -8228725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -8228720.500000 Penalty: 5304.937500
	Iteration 98Q: 3 clusters Score -8228720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -8228717.000000 Penalty: 5304.937500
	Iteration 99Q: 3 clusters Score -8228717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -8228733.000000 Penalty: 5304.937500
	Iteration 100F: 3 clusters Score -8228733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -8228728.000000 Penalty: 5304.937500
	Iteration 101Q: 3 clusters Score -8228728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -8228723.000000 Penalty: 5304.937500
	Iteration 102Q: 3 clusters Score -8228723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -8228727.500000 Penalty: 5304.937500
	Iteration 103Q: 3 clusters Score -8228728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -8228728.000000 Penalty: 5304.937500
	Iteration 104Q: 3 clusters Score -8228728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -8228729.500000 Penalty: 5304.937500
	Iteration 105Q: 3 clusters Score -8228730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -8228726.000000 Penalty: 5304.937500
	Iteration 106Q: 3 clusters Score -8228726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -8228724.500000 Penalty: 5304.937500
	Iteration 107Q: 3 clusters Score -8228724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -8228725.000000 Penalty: 5304.937500
	Iteration 108Q: 3 clusters Score -8228725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -8228724.500000 Penalty: 5304.937500
	Iteration 109Q: 3 clusters Score -8228724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -8228720.000000 Penalty: 5304.937500
	Iteration 110Q: 3 clusters Score -8228720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -8228720.000000 Penalty: 5304.937500
	Iteration 111F: 3 clusters Score -8228720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Entering Unmasked Estep 
Score: -7840964.500000 Penalty: 2644.205322
	Iteration 0F: 2 clusters Score -7840964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -7812287.000000 Penalty: 5288.410645
	Iteration 0F: 3 clusters Score -7812287 nChanged 19546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -7822906.000000 Penalty: 5288.410645
	Iteration 1F: 3 clusters Score -7822906 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -7823520.500000 Penalty: 5288.410645
	Iteration 2Q: 3 clusters Score -7823520 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -7824115.500000 Penalty: 5288.410645
	Iteration 3Q: 3 clusters Score -7824116 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -7824721.500000 Penalty: 5288.410645
	Iteration 4Q: 3 clusters Score -7824722 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -7825535.500000 Penalty: 5288.410645
	Iteration 5Q: 3 clusters Score -7825536 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -7826673.000000 Penalty: 5288.410645
	Iteration 6Q: 3 clusters Score -7826673 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -7828016.500000 Penalty: 5288.410645
	Iteration 7Q: 3 clusters Score -7828016 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -7829684.500000 Penalty: 5288.410645
	Iteration 8F: 3 clusters Score -7829684 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -7831399.000000 Penalty: 5288.410645
	Iteration 9F: 3 clusters Score -7831399 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -7833008.500000 Penalty: 5288.410645
	Iteration 10Q: 3 clusters Score -7833008 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -7834375.000000 Penalty: 5288.410645
	Iteration 11Q: 3 clusters Score -7834375 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -7835265.500000 Penalty: 5288.410645
	Iteration 12Q: 3 clusters Score -7835266 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -7836045.000000 Penalty: 5288.410645
	Iteration 13Q: 3 clusters Score -7836045 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -7836638.500000 Penalty: 5288.410645
	Iteration 14Q: 3 clusters Score -7836638 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7837059.500000 Penalty: 5288.410645
	Iteration 15Q: 3 clusters Score -7837060 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7837450.500000 Penalty: 5288.410645
	Iteration 16Q: 3 clusters Score -7837450 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7837765.500000 Penalty: 5288.410645
	Iteration 17Q: 3 clusters Score -7837766 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7838003.500000 Penalty: 5288.410645
	Iteration 18Q: 3 clusters Score -7838004 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7838222.000000 Penalty: 5288.410645
	Iteration 19Q: 3 clusters Score -7838222 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7838375.500000 Penalty: 5288.410645
	Iteration 20F: 3 clusters Score -7838376 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7838463.000000 Penalty: 5288.410645
	Iteration 21Q: 3 clusters Score -7838463 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -7838535.000000 Penalty: 5288.410645
	Iteration 22Q: 3 clusters Score -7838535 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7838585.500000 Penalty: 5288.410645
	Iteration 23Q: 3 clusters Score -7838586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7838610.500000 Penalty: 5288.410645
	Iteration 24Q: 3 clusters Score -7838610 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7838652.500000 Penalty: 5288.410645
	Iteration 25Q: 3 clusters Score -7838652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7838683.500000 Penalty: 5288.410645
	Iteration 26Q: 3 clusters Score -7838684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7838707.000000 Penalty: 5288.410645
	Iteration 27Q: 3 clusters Score -7838707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7838721.000000 Penalty: 5288.410645
	Iteration 28Q: 3 clusters Score -7838721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7838730.000000 Penalty: 5288.410645
	Iteration 29Q: 3 clusters Score -7838730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7838748.000000 Penalty: 5288.410645
	Iteration 30Q: 3 clusters Score -7838748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7838753.000000 Penalty: 5288.410645
	Iteration 31Q: 3 clusters Score -7838753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7838758.000000 Penalty: 5288.410645
	Iteration 32Q: 3 clusters Score -7838758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7838763.000000 Penalty: 5288.410645
	Iteration 33Q: 3 clusters Score -7838763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7838769.000000 Penalty: 5288.410645
	Iteration 34Q: 3 clusters Score -7838769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7838769.500000 Penalty: 5288.410645
	Iteration 35Q: 3 clusters Score -7838770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7838782.000000 Penalty: 5288.410645
	Iteration 36Q: 3 clusters Score -7838782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7838783.500000 Penalty: 5288.410645
	Iteration 37Q: 3 clusters Score -7838784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7838783.000000 Penalty: 5288.410645
	Iteration 38Q: 3 clusters Score -7838783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7838783.500000 Penalty: 5288.410645
	Iteration 39Q: 3 clusters Score -7838784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7838783.500000 Penalty: 5288.410645
	Iteration 40F: 3 clusters Score -7838784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Entering Unmasked Estep 
Score: -690292.062500 Penalty: 2042.106323
	Iteration 0F: 2 clusters Score -690292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -686495.187500 Penalty: 4084.212646
	Iteration 0F: 3 clusters Score -686495.2 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -687292.250000 Penalty: 4084.212646
	Iteration 1F: 3 clusters Score -687292.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -687467.562500 Penalty: 4084.212646
	Iteration 2F: 3 clusters Score -687467.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -687571.000000 Penalty: 4084.212646
	Iteration 3Q: 3 clusters Score -687571 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -687629.187500 Penalty: 4084.212646
	Iteration 4Q: 3 clusters Score -687629.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -687669.562500 Penalty: 4084.212646
	Iteration 5Q: 3 clusters Score -687669.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -687698.687500 Penalty: 4084.212646
	Iteration 6Q: 3 clusters Score -687698.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -687726.562500 Penalty: 4084.212646
	Iteration 7Q: 3 clusters Score -687726.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -687751.375000 Penalty: 4084.212646
	Iteration 8Q: 3 clusters Score -687751.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -687766.687500 Penalty: 4084.212646
	Iteration 9Q: 3 clusters Score -687766.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -687782.562500 Penalty: 4084.212646
	Iteration 10Q: 3 clusters Score -687782.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -687794.500000 Penalty: 4084.212646
	Iteration 11Q: 3 clusters Score -687794.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -687809.250000 Penalty: 4084.212646
	Iteration 12Q: 3 clusters Score -687809.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -687819.687500 Penalty: 4084.212646
	Iteration 13Q: 3 clusters Score -687819.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -687827.437500 Penalty: 4084.212646
	Iteration 14Q: 3 clusters Score -687827.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -687834.250000 Penalty: 4084.212646
	Iteration 15Q: 3 clusters Score -687834.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -687841.062500 Penalty: 4084.212646
	Iteration 16Q: 3 clusters Score -687841.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -687844.375000 Penalty: 4084.212646
	Iteration 17Q: 3 clusters Score -687844.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -687849.000000 Penalty: 4084.212646
	Iteration 18Q: 3 clusters Score -687849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -687852.812500 Penalty: 4084.212646
	Iteration 19Q: 3 clusters Score -687852.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -687854.187500 Penalty: 4084.212646
	Iteration 20F: 3 clusters Score -687854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -687856.625000 Penalty: 4084.212646
	Iteration 21Q: 3 clusters Score -687856.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -687859.187500 Penalty: 4084.212646
	Iteration 22Q: 3 clusters Score -687859.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -687861.062500 Penalty: 4084.212646
	Iteration 23Q: 3 clusters Score -687861.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -687862.875000 Penalty: 4084.212646
	Iteration 24Q: 3 clusters Score -687862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -687864.562500 Penalty: 4084.212646
	Iteration 25Q: 3 clusters Score -687864.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -687864.125000 Penalty: 4084.212646
	Iteration 26Q: 3 clusters Score -687864.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -687866.312500 Penalty: 4084.212646
	Iteration 27Q: 3 clusters Score -687866.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -687867.687500 Penalty: 4084.212646
	Iteration 28Q: 3 clusters Score -687867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -687869.187500 Penalty: 4084.212646
	Iteration 29Q: 3 clusters Score -687869.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -687870.000000 Penalty: 4084.212646
	Iteration 30Q: 3 clusters Score -687870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -687871.750000 Penalty: 4084.212646
	Iteration 31Q: 3 clusters Score -687871.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -687875.375000 Penalty: 4084.212646
	Iteration 32Q: 3 clusters Score -687875.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -687877.250000 Penalty: 4084.212646
	Iteration 33Q: 3 clusters Score -687877.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -687879.687500 Penalty: 4084.212646
	Iteration 34Q: 3 clusters Score -687879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -687880.187500 Penalty: 4084.212646
	Iteration 35Q: 3 clusters Score -687880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -687881.500000 Penalty: 4084.212646
	Iteration 36Q: 3 clusters Score -687881.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -687881.500000 Penalty: 4084.212646
	Iteration 37F: 3 clusters Score -687881.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -108731.695312 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -108731.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -107101.593750 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -107101.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -107568.476562 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -107568.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -107738.976562 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -107739 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107898.171875 Penalty: 3284.217285
	Iteration 3F: 3 clusters Score -107898.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -107992.328125 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -107992.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -108048.914062 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -108048.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -108084.750000 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -108084.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -108113.718750 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -108113.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -108139.843750 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -108139.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -108190.828125 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -108190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -108230.890625 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -108230.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -108244.671875 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -108244.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -108267.367188 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -108267.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -108304.328125 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -108304.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -108343.843750 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -108343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -108369.468750 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -108369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -108387.570312 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -108387.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -108406.500000 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -108406.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108433.179688 Penalty: 3284.217285
	Iteration 18Q: 3 clusters Score -108433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108459.281250 Penalty: 3284.217285
	Iteration 19Q: 3 clusters Score -108459.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -108489.726562 Penalty: 3284.217285
	Iteration 20F: 3 clusters Score -108489.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108531.023438 Penalty: 3284.217285
	Iteration 21Q: 3 clusters Score -108531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -108588.367188 Penalty: 3284.217285
	Iteration 22Q: 3 clusters Score -108588.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -108866.828125 Penalty: 3284.217285
	Iteration 23Q: 3 clusters Score -108866.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -109375.812500 Penalty: 3284.217285
	Iteration 24Q: 3 clusters Score -109375.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -109508.226562 Penalty: 3284.217285
	Iteration 25Q: 3 clusters Score -109508.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -109584.765625 Penalty: 3284.217285
	Iteration 26Q: 3 clusters Score -109584.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -109666.765625 Penalty: 3284.217285
	Iteration 27Q: 3 clusters Score -109666.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -109709.179688 Penalty: 3284.217285
	Iteration 28Q: 3 clusters Score -109709.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -109736.992188 Penalty: 3284.217285
	Iteration 29Q: 3 clusters Score -109737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -109754.984375 Penalty: 3284.217285
	Iteration 30Q: 3 clusters Score -109755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -109759.117188 Penalty: 3284.217285
	Iteration 31Q: 3 clusters Score -109759.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -109778.312500 Penalty: 3284.217285
	Iteration 32F: 3 clusters Score -109778.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -109807.593750 Penalty: 3284.217285
	Iteration 33Q: 3 clusters Score -109807.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -109852.703125 Penalty: 3284.217285
	Iteration 34Q: 3 clusters Score -109852.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -109913.585938 Penalty: 3284.217285
	Iteration 35Q: 3 clusters Score -109913.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -109970.132812 Penalty: 3284.217285
	Iteration 36Q: 3 clusters Score -109970.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -109996.421875 Penalty: 3284.217285
	Iteration 37Q: 3 clusters Score -109996.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -110002.765625 Penalty: 3284.217285
	Iteration 38Q: 3 clusters Score -110002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -110013.960938 Penalty: 3284.217285
	Iteration 39F: 3 clusters Score -110014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110047.960938 Penalty: 3284.217285
	Iteration 40F: 3 clusters Score -110048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110063.578125 Penalty: 3284.217285
	Iteration 41Q: 3 clusters Score -110063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110072.343750 Penalty: 3284.217285
	Iteration 42Q: 3 clusters Score -110072.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -110074.726562 Penalty: 3284.217285
	Iteration 43Q: 3 clusters Score -110074.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -110074.726562 Penalty: 3284.217285
	Iteration 44F: 3 clusters Score -110074.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 43008 members 
Mstep: Class 3 contains 45846 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2634 members 
Mstep: Class 6 contains 44154 members 
Mstep: Class 7 contains 42707 members 
Mstep: Class 8 contains 3768 members 
Mstep: Class 9 contains 373 members 
Mstep: Class 10 contains 42530 members 
Mstep: Class 11 contains 378 members 
Mstep: Class 12 contains 42405 members 
Mstep: Class 13 contains 48216 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 48431 members 
Mstep: Class 16 contains 42304 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42363 members 
Mstep: Class 19 contains 32014 members 
Mstep: Class 20 contains 42218 members 
Mstep: Class 21 contains 43429 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36677 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47718 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
Score: -126921392.000000 Penalty: 86770.679688
Splitting cluster 9 changes total score from -126921832.000000 to -126921392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (42530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Entering Unmasked Estep 
Score: -7857293.500000 Penalty: 2643.175293
	Iteration 0F: 2 clusters Score -7857294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -7828871.500000 Penalty: 5286.350586
	Iteration 0F: 3 clusters Score -7828872 nChanged 19558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -7839363.500000 Penalty: 5286.350586
	Iteration 1F: 3 clusters Score -7839364 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -7839905.500000 Penalty: 5286.350586
	Iteration 2Q: 3 clusters Score -7839906 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -7840589.500000 Penalty: 5286.350586
	Iteration 3Q: 3 clusters Score -7840590 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -7841602.000000 Penalty: 5286.350586
	Iteration 4Q: 3 clusters Score -7841602 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -7842943.000000 Penalty: 5286.350586
	Iteration 5F: 3 clusters Score -7842943 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -7844743.000000 Penalty: 5286.350586
	Iteration 6F: 3 clusters Score -7844743 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -7847061.000000 Penalty: 5286.350586
	Iteration 7F: 3 clusters Score -7847061 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -7849980.500000 Penalty: 5286.350586
	Iteration 8F: 3 clusters Score -7849980 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -7852952.500000 Penalty: 5286.350586
	Iteration 9F: 3 clusters Score -7852952 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -7855023.000000 Penalty: 5286.350586
	Iteration 10F: 3 clusters Score -7855023 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -7855821.000000 Penalty: 5286.350586
	Iteration 11Q: 3 clusters Score -7855821 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -7856104.000000 Penalty: 5286.350586
	Iteration 12Q: 3 clusters Score -7856104 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -7856242.000000 Penalty: 5286.350586
	Iteration 13Q: 3 clusters Score -7856242 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -7856321.500000 Penalty: 5286.350586
	Iteration 14Q: 3 clusters Score -7856322 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -7856394.500000 Penalty: 5286.350586
	Iteration 15Q: 3 clusters Score -7856394 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -7856444.500000 Penalty: 5286.350586
	Iteration 16Q: 3 clusters Score -7856444 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -7856492.000000 Penalty: 5286.350586
	Iteration 17Q: 3 clusters Score -7856492 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -7856528.500000 Penalty: 5286.350586
	Iteration 18Q: 3 clusters Score -7856528 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -7856569.000000 Penalty: 5286.350586
	Iteration 19Q: 3 clusters Score -7856569 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -7856605.500000 Penalty: 5286.350586
	Iteration 20F: 3 clusters Score -7856606 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -7856641.000000 Penalty: 5286.350586
	Iteration 21Q: 3 clusters Score -7856641 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -7856675.000000 Penalty: 5286.350586
	Iteration 22Q: 3 clusters Score -7856675 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -7856696.500000 Penalty: 5286.350586
	Iteration 23Q: 3 clusters Score -7856696 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -7856692.500000 Penalty: 5286.350586
	Iteration 24Q: 3 clusters Score -7856692 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -7856703.000000 Penalty: 5286.350586
	Iteration 25Q: 3 clusters Score -7856703 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -7856718.500000 Penalty: 5286.350586
	Iteration 26Q: 3 clusters Score -7856718 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -7856755.000000 Penalty: 5286.350586
	Iteration 27Q: 3 clusters Score -7856755 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -7856779.000000 Penalty: 5286.350586
	Iteration 28Q: 3 clusters Score -7856779 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -7856783.000000 Penalty: 5286.350586
	Iteration 29Q: 3 clusters Score -7856783 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -7856796.000000 Penalty: 5286.350586
	Iteration 30Q: 3 clusters Score -7856796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -7856812.000000 Penalty: 5286.350586
	Iteration 31Q: 3 clusters Score -7856812 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -7856827.000000 Penalty: 5286.350586
	Iteration 32Q: 3 clusters Score -7856827 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -7856824.000000 Penalty: 5286.350586
	Iteration 33Q: 3 clusters Score -7856824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -7856850.000000 Penalty: 5286.350586
	Iteration 34Q: 3 clusters Score -7856850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -7856856.500000 Penalty: 5286.350586
	Iteration 35Q: 3 clusters Score -7856856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -7856866.500000 Penalty: 5286.350586
	Iteration 36Q: 3 clusters Score -7856866 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -7856863.000000 Penalty: 5286.350586
	Iteration 37Q: 3 clusters Score -7856863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -7856875.500000 Penalty: 5286.350586
	Iteration 38Q: 3 clusters Score -7856876 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -7856878.000000 Penalty: 5286.350586
	Iteration 39Q: 3 clusters Score -7856878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -7856882.500000 Penalty: 5286.350586
	Iteration 40F: 3 clusters Score -7856882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -7856882.500000 Penalty: 5286.350586
	Iteration 41Q: 3 clusters Score -7856882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -7856902.500000 Penalty: 5286.350586
	Iteration 42Q: 3 clusters Score -7856902 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -7856928.500000 Penalty: 5286.350586
	Iteration 43Q: 3 clusters Score -7856928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -7856934.500000 Penalty: 5286.350586
	Iteration 44Q: 3 clusters Score -7856934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -7856922.500000 Penalty: 5286.350586
	Iteration 45Q: 3 clusters Score -7856922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -7856939.000000 Penalty: 5286.350586
	Iteration 46Q: 3 clusters Score -7856939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -7856938.500000 Penalty: 5286.350586
	Iteration 47Q: 3 clusters Score -7856938 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -7856930.500000 Penalty: 5286.350586
	Iteration 48Q: 3 clusters Score -7856930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -7856942.000000 Penalty: 5286.350586
	Iteration 49Q: 3 clusters Score -7856942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -7856938.000000 Penalty: 5286.350586
	Iteration 50Q: 3 clusters Score -7856938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -7856944.500000 Penalty: 5286.350586
	Iteration 51Q: 3 clusters Score -7856944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -7856965.500000 Penalty: 5286.350586
	Iteration 52Q: 3 clusters Score -7856966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -7856948.000000 Penalty: 5286.350586
	Iteration 53Q: 3 clusters Score -7856948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -7856950.500000 Penalty: 5286.350586
	Iteration 54Q: 3 clusters Score -7856950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -7856947.000000 Penalty: 5286.350586
	Iteration 55Q: 3 clusters Score -7856947 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -7856942.000000 Penalty: 5286.350586
	Iteration 56Q: 3 clusters Score -7856942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -7856960.000000 Penalty: 5286.350586
	Iteration 57Q: 3 clusters Score -7856960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -7856977.000000 Penalty: 5286.350586
	Iteration 58Q: 3 clusters Score -7856977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -7856960.500000 Penalty: 5286.350586
	Iteration 59Q: 3 clusters Score -7856960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -7856966.000000 Penalty: 5286.350586
	Iteration 60F: 3 clusters Score -7856966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -7856977.500000 Penalty: 5286.350586
	Iteration 61Q: 3 clusters Score -7856978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -7856964.500000 Penalty: 5286.350586
	Iteration 62Q: 3 clusters Score -7856964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -7856966.000000 Penalty: 5286.350586
	Iteration 63Q: 3 clusters Score -7856966 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -7856961.000000 Penalty: 5286.350586
	Iteration 64Q: 3 clusters Score -7856961 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -7856965.500000 Penalty: 5286.350586
	Iteration 65Q: 3 clusters Score -7856966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -7856972.500000 Penalty: 5286.350586
	Iteration 66Q: 3 clusters Score -7856972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -7856967.500000 Penalty: 5286.350586
	Iteration 67Q: 3 clusters Score -7856968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -7856959.500000 Penalty: 5286.350586
	Iteration 68Q: 3 clusters Score -7856960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -7856966.500000 Penalty: 5286.350586
	Iteration 69Q: 3 clusters Score -7856966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -7856969.500000 Penalty: 5286.350586
	Iteration 70Q: 3 clusters Score -7856970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -7856976.000000 Penalty: 5286.350586
	Iteration 71Q: 3 clusters Score -7856976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -7856973.500000 Penalty: 5286.350586
	Iteration 72Q: 3 clusters Score -7856974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -7856972.000000 Penalty: 5286.350586
	Iteration 73Q: 3 clusters Score -7856972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -7856976.000000 Penalty: 5286.350586
	Iteration 74Q: 3 clusters Score -7856976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -7856979.000000 Penalty: 5286.350586
	Iteration 75Q: 3 clusters Score -7856979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -7856976.500000 Penalty: 5286.350586
	Iteration 76Q: 3 clusters Score -7856976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -7856983.500000 Penalty: 5286.350586
	Iteration 77Q: 3 clusters Score -7856984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -7856987.500000 Penalty: 5286.350586
	Iteration 78Q: 3 clusters Score -7856988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -7856985.500000 Penalty: 5286.350586
	Iteration 79Q: 3 clusters Score -7856986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -7856979.000000 Penalty: 5286.350586
	Iteration 80F: 3 clusters Score -7856979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -7856979.000000 Penalty: 5286.350586
	Iteration 81Q: 3 clusters Score -7856979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -7856981.500000 Penalty: 5286.350586
	Iteration 82Q: 3 clusters Score -7856982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -7856984.500000 Penalty: 5286.350586
	Iteration 83Q: 3 clusters Score -7856984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -7856982.000000 Penalty: 5286.350586
	Iteration 84Q: 3 clusters Score -7856982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -7856987.000000 Penalty: 5286.350586
	Iteration 85Q: 3 clusters Score -7856987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -7856988.000000 Penalty: 5286.350586
	Iteration 86Q: 3 clusters Score -7856988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -7856984.000000 Penalty: 5286.350586
	Iteration 87Q: 3 clusters Score -7856984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -7856982.000000 Penalty: 5286.350586
	Iteration 88Q: 3 clusters Score -7856982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -7856983.500000 Penalty: 5286.350586
	Iteration 89Q: 3 clusters Score -7856984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -7856982.500000 Penalty: 5286.350586
	Iteration 90Q: 3 clusters Score -7856982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -7856982.500000 Penalty: 5286.350586
	Iteration 91Q: 3 clusters Score -7856982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -7856992.500000 Penalty: 5286.350586
	Iteration 92Q: 3 clusters Score -7856992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -7856989.000000 Penalty: 5286.350586
	Iteration 93Q: 3 clusters Score -7856989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -7856985.000000 Penalty: 5286.350586
	Iteration 94Q: 3 clusters Score -7856985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -7856982.500000 Penalty: 5286.350586
	Iteration 95Q: 3 clusters Score -7856982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -7856989.000000 Penalty: 5286.350586
	Iteration 96Q: 3 clusters Score -7856989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -7856990.000000 Penalty: 5286.350586
	Iteration 97Q: 3 clusters Score -7856990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -7856985.000000 Penalty: 5286.350586
	Iteration 98Q: 3 clusters Score -7856985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -7856988.000000 Penalty: 5286.350586
	Iteration 99Q: 3 clusters Score -7856988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -7856982.500000 Penalty: 5286.350586
	Iteration 100F: 3 clusters Score -7856982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -7856994.500000 Penalty: 5286.350586
	Iteration 101Q: 3 clusters Score -7856994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -7856989.500000 Penalty: 5286.350586
	Iteration 102Q: 3 clusters Score -7856990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -7856992.000000 Penalty: 5286.350586
	Iteration 103Q: 3 clusters Score -7856992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -7856994.000000 Penalty: 5286.350586
	Iteration 104Q: 3 clusters Score -7856994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -7856986.000000 Penalty: 5286.350586
	Iteration 105Q: 3 clusters Score -7856986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7856993.500000 Penalty: 5286.350586
	Iteration 106Q: 3 clusters Score -7856994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7856993.500000 Penalty: 5286.350586
	Iteration 107F: 3 clusters Score -7856994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Entering Unmasked Estep 
Score: -7841873.500000 Penalty: 2642.445312
	Iteration 0F: 2 clusters Score -7841874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -7813375.000000 Penalty: 5284.890625
	Iteration 0F: 3 clusters Score -7813375 nChanged 19543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -7824114.000000 Penalty: 5284.890625
	Iteration 1F: 3 clusters Score -7824114 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7824668 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -7825338.500000 Penalty: 5284.890625
	Iteration 3Q: 3 clusters Score -7825338 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -7826169.000000 Penalty: 5284.890625
	Iteration 4Q: 3 clusters Score -7826169 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -7827116.500000 Penalty: 5284.890625
	Iteration 5Q: 3 clusters Score -7827116 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -7828315.000000 Penalty: 5284.890625
	Iteration 6F: 3 clusters Score -7828315 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -7829857.500000 Penalty: 5284.890625
	Iteration 7F: 3 clusters Score -7829858 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -7831864.000000 Penalty: 5284.890625
	Iteration 8F: 3 clusters Score -7831864 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -7833819.500000 Penalty: 5284.890625
	Iteration 9F: 3 clusters Score -7833820 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -7835116.000000 Penalty: 5284.890625
	Iteration 10F: 3 clusters Score -7835116 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -7835868.500000 Penalty: 5284.890625
	Iteration 11Q: 3 clusters Score -7835868 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -7836345.500000 Penalty: 5284.890625
	Iteration 12Q: 3 clusters Score -7836346 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -7836726.000000 Penalty: 5284.890625
	Iteration 13Q: 3 clusters Score -7836726 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -7837062.000000 Penalty: 5284.890625
	Iteration 14Q: 3 clusters Score -7837062 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -7837374.500000 Penalty: 5284.890625
	Iteration 15Q: 3 clusters Score -7837374 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -7837594.500000 Penalty: 5284.890625
	Iteration 16Q: 3 clusters Score -7837594 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -7837825.500000 Penalty: 5284.890625
	Iteration 17Q: 3 clusters Score -7837826 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -7838007.000000 Penalty: 5284.890625
	Iteration 18Q: 3 clusters Score -7838007 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -7838118.500000 Penalty: 5284.890625
	Iteration 19Q: 3 clusters Score -7838118 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -7838204.000000 Penalty: 5284.890625
	Iteration 20F: 3 clusters Score -7838204 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -7838269.500000 Penalty: 5284.890625
	Iteration 21Q: 3 clusters Score -7838270 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -7838340.500000 Penalty: 5284.890625
	Iteration 22Q: 3 clusters Score -7838340 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -7838427.500000 Penalty: 5284.890625
	Iteration 23Q: 3 clusters Score -7838428 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -7838486.500000 Penalty: 5284.890625
	Iteration 24Q: 3 clusters Score -7838486 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -7838512.000000 Penalty: 5284.890625
	Iteration 25Q: 3 clusters Score -7838512 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -7838544.000000 Penalty: 5284.890625
	Iteration 26Q: 3 clusters Score -7838544 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -7838567.000000 Penalty: 5284.890625
	Iteration 27Q: 3 clusters Score -7838567 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -7838619.000000 Penalty: 5284.890625
	Iteration 28Q: 3 clusters Score -7838619 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -7838665.000000 Penalty: 5284.890625
	Iteration 29Q: 3 clusters Score -7838665 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -7838685.500000 Penalty: 5284.890625
	Iteration 30Q: 3 clusters Score -7838686 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -7838714.000000 Penalty: 5284.890625
	Iteration 31Q: 3 clusters Score -7838714 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -7838764.500000 Penalty: 5284.890625
	Iteration 32Q: 3 clusters Score -7838764 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -7838845.000000 Penalty: 5284.890625
	Iteration 33Q: 3 clusters Score -7838845 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -7838870.500000 Penalty: 5284.890625
	Iteration 34Q: 3 clusters Score -7838870 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -7838921.000000 Penalty: 5284.890625
	Iteration 35Q: 3 clusters Score -7838921 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -7838955.500000 Penalty: 5284.890625
	Iteration 36Q: 3 clusters Score -7838956 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -7839002.500000 Penalty: 5284.890625
	Iteration 37Q: 3 clusters Score -7839002 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -7839041.500000 Penalty: 5284.890625
	Iteration 38Q: 3 clusters Score -7839042 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -7839101.500000 Penalty: 5284.890625
	Iteration 39Q: 3 clusters Score -7839102 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -7839125.000000 Penalty: 5284.890625
	Iteration 40F: 3 clusters Score -7839125 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -7839158.000000 Penalty: 5284.890625
	Iteration 41Q: 3 clusters Score -7839158 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -7839183.000000 Penalty: 5284.890625
	Iteration 42Q: 3 clusters Score -7839183 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -7839228.000000 Penalty: 5284.890625
	Iteration 43Q: 3 clusters Score -7839228 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -7839254.500000 Penalty: 5284.890625
	Iteration 44Q: 3 clusters Score -7839254 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -7839296.000000 Penalty: 5284.890625
	Iteration 45Q: 3 clusters Score -7839296 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -7839338.500000 Penalty: 5284.890625
	Iteration 46Q: 3 clusters Score -7839338 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -7839360.000000 Penalty: 5284.890625
	Iteration 47Q: 3 clusters Score -7839360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -7839355.000000 Penalty: 5284.890625
	Iteration 48Q: 3 clusters Score -7839355 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -7839360.500000 Penalty: 5284.890625
	Iteration 49Q: 3 clusters Score -7839360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -7839367.500000 Penalty: 5284.890625
	Iteration 50Q: 3 clusters Score -7839368 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -7839385.000000 Penalty: 5284.890625
	Iteration 51Q: 3 clusters Score -7839385 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -7839408.000000 Penalty: 5284.890625
	Iteration 52Q: 3 clusters Score -7839408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -7839419.500000 Penalty: 5284.890625
	Iteration 53Q: 3 clusters Score -7839420 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7839438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -7839442.500000 Penalty: 5284.890625
	Iteration 55Q: 3 clusters Score -7839442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7839444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -7839440.500000 Penalty: 5284.890625
	Iteration 57Q: 3 clusters Score -7839440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -7839451.500000 Penalty: 5284.890625
	Iteration 58Q: 3 clusters Score -7839452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -7839460.000000 Penalty: 5284.890625
	Iteration 59Q: 3 clusters Score -7839460 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -7839478.500000 Penalty: 5284.890625
	Iteration 60F: 3 clusters Score -7839478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7839488 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -7839492.500000 Penalty: 5284.890625
	Iteration 62Q: 3 clusters Score -7839492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7839511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -7839525.500000 Penalty: 5284.890625
	Iteration 64Q: 3 clusters Score -7839526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7839527 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7839548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7839567 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -7839557.500000 Penalty: 5284.890625
	Iteration 68Q: 3 clusters Score -7839558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -7839580.500000 Penalty: 5284.890625
	Iteration 69Q: 3 clusters Score -7839580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7839608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7839604.500000 Penalty: 5284.890625
	Iteration 71Q: 3 clusters Score -7839604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7839616.500000 Penalty: 5284.890625
	Iteration 72Q: 3 clusters Score -7839616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7839635.500000 Penalty: 5284.890625
	Iteration 73Q: 3 clusters Score -7839636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -7839629.000000 Penalty: 5284.890625
	Iteration 74Q: 3 clusters Score -7839629 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -7839641.000000 Penalty: 5284.890625
	Iteration 75Q: 3 clusters Score -7839641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7839666 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7839674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7839688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7839686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7839691.500000 Penalty: 5284.890625
	Iteration 80F: 3 clusters Score -7839692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7839698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7839712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7839725.500000 Penalty: 5284.890625
	Iteration 83Q: 3 clusters Score -7839726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7839730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -7839739.000000 Penalty: 5284.890625
	Iteration 85Q: 3 clusters Score -7839739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7839762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7839765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7839766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7839772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7839782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -7839776.000000 Penalty: 5284.890625
	Iteration 91Q: 3 clusters Score -7839776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7839770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7839772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7839772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7839788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7839796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7839793.500000 Penalty: 5284.890625
	Iteration 97Q: 3 clusters Score -7839794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7839796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -7839799.000000 Penalty: 5284.890625
	Iteration 99Q: 3 clusters Score -7839799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7839807.500000 Penalty: 5284.890625
	Iteration 100F: 3 clusters Score -7839808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7839800.500000 Penalty: 5284.890625
	Iteration 101Q: 3 clusters Score -7839800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7839802.000000 Penalty: 5284.890625
	Iteration 102Q: 3 clusters Score -7839802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7839797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7839796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7839810.000000 Penalty: 5284.890625
	Iteration 105Q: 3 clusters Score -7839810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7839814.500000 Penalty: 5284.890625
	Iteration 106Q: 3 clusters Score -7839814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7839811.500000 Penalty: 5284.890625
	Iteration 107Q: 3 clusters Score -7839812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7839817.000000 Penalty: 5284.890625
	Iteration 108Q: 3 clusters Score -7839817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7839826.000000 Penalty: 5284.890625
	Iteration 109Q: 3 clusters Score -7839826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7839821.500000 Penalty: 5284.890625
	Iteration 110Q: 3 clusters Score -7839822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7839817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -7839815.000000 Penalty: 5284.890625
	Iteration 112Q: 3 clusters Score -7839815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7839819.000000 Penalty: 5284.890625
	Iteration 113Q: 3 clusters Score -7839819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7839818.500000 Penalty: 5284.890625
	Iteration 114Q: 3 clusters Score -7839818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7839815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -7839813.000000 Penalty: 5284.890625
	Iteration 116Q: 3 clusters Score -7839813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7839816.000000 Penalty: 5284.890625
	Iteration 117Q: 3 clusters Score -7839816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7839814.000000 Penalty: 5284.890625
	Iteration 118Q: 3 clusters Score -7839814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -7839822.500000 Penalty: 5284.890625
	Iteration 119Q: 3 clusters Score -7839822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7839828.000000 Penalty: 5284.890625
	Iteration 120F: 3 clusters Score -7839828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7839835.500000 Penalty: 5284.890625
	Iteration 121Q: 3 clusters Score -7839836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7839840.000000 Penalty: 5284.890625
	Iteration 122Q: 3 clusters Score -7839840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7839849.000000 Penalty: 5284.890625
	Iteration 123Q: 3 clusters Score -7839849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7839860.000000 Penalty: 5284.890625
	Iteration 124Q: 3 clusters Score -7839860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7839856.500000 Penalty: 5284.890625
	Iteration 125Q: 3 clusters Score -7839856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7839858.500000 Penalty: 5284.890625
	Iteration 126Q: 3 clusters Score -7839858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7839862.500000 Penalty: 5284.890625
	Iteration 127Q: 3 clusters Score -7839862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7839866.500000 Penalty: 5284.890625
	Iteration 128Q: 3 clusters Score -7839866 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7839872.000000 Penalty: 5284.890625
	Iteration 129Q: 3 clusters Score -7839872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7839865.500000 Penalty: 5284.890625
	Iteration 130Q: 3 clusters Score -7839866 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7839875.000000 Penalty: 5284.890625
	Iteration 131Q: 3 clusters Score -7839875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7839868.500000 Penalty: 5284.890625
	Iteration 132Q: 3 clusters Score -7839868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7839876.500000 Penalty: 5284.890625
	Iteration 133Q: 3 clusters Score -7839876 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7839886.500000 Penalty: 5284.890625
	Iteration 134Q: 3 clusters Score -7839886 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -7839874.500000 Penalty: 5284.890625
	Iteration 135Q: 3 clusters Score -7839874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7839889.500000 Penalty: 5284.890625
	Iteration 136Q: 3 clusters Score -7839890 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7839887.000000 Penalty: 5284.890625
	Iteration 137Q: 3 clusters Score -7839887 nChanged 18
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Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7839886 nChanged 17
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Mstep: Class 1 contains 40301 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7839888 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7839896.000000 Penalty: 5284.890625
	Iteration 140F: 3 clusters Score -7839896 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7839889 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7839894 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7839900.500000 Penalty: 5284.890625
	Iteration 143Q: 3 clusters Score -7839900 nChanged 13
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Mstep: Class 1 contains 40376 members 
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Entering Unmasked Estep 
Score: -7839906.500000 Penalty: 5284.890625
	Iteration 144Q: 3 clusters Score -7839906 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7839906 nChanged 13
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Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7839900.000000 Penalty: 5284.890625
	Iteration 146Q: 3 clusters Score -7839900 nChanged 16
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Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7839910.000000 Penalty: 5284.890625
	Iteration 147Q: 3 clusters Score -7839910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7839909.000000 Penalty: 5284.890625
	Iteration 148Q: 3 clusters Score -7839909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7839909.000000 Penalty: 5284.890625
	Iteration 149Q: 3 clusters Score -7839909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7839914.000000 Penalty: 5284.890625
	Iteration 150Q: 3 clusters Score -7839914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7839917.500000 Penalty: 5284.890625
	Iteration 151Q: 3 clusters Score -7839918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7839917.500000 Penalty: 5284.890625
	Iteration 152Q: 3 clusters Score -7839918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7839919.000000 Penalty: 5284.890625
	Iteration 153Q: 3 clusters Score -7839919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7839926.000000 Penalty: 5284.890625
	Iteration 154Q: 3 clusters Score -7839926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7839922.000000 Penalty: 5284.890625
	Iteration 155Q: 3 clusters Score -7839922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7839919.500000 Penalty: 5284.890625
	Iteration 156Q: 3 clusters Score -7839920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7839933.000000 Penalty: 5284.890625
	Iteration 157Q: 3 clusters Score -7839933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7839933.000000 Penalty: 5284.890625
	Iteration 158Q: 3 clusters Score -7839933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7839930.500000 Penalty: 5284.890625
	Iteration 159Q: 3 clusters Score -7839930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7839930.500000 Penalty: 5284.890625
	Iteration 160F: 3 clusters Score -7839930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48216 members 
Entering Unmasked Estep 
Score: -9052932.000000 Penalty: 2674.294678
	Iteration 0F: 2 clusters Score -9052932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -9024053.000000 Penalty: 5348.589355
	Iteration 0F: 3 clusters Score -9024053 nChanged 22200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -9036448.000000 Penalty: 5348.589355
	Iteration 1F: 3 clusters Score -9036448 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -9037209.000000 Penalty: 5348.589355
	Iteration 2Q: 3 clusters Score -9037209 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -9037967.000000 Penalty: 5348.589355
	Iteration 3Q: 3 clusters Score -9037967 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -9039036.000000 Penalty: 5348.589355
	Iteration 4Q: 3 clusters Score -9039036 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -9040447.000000 Penalty: 5348.589355
	Iteration 5F: 3 clusters Score -9040447 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -9042456.000000 Penalty: 5348.589355
	Iteration 6F: 3 clusters Score -9042456 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -9045248.000000 Penalty: 5348.589355
	Iteration 7F: 3 clusters Score -9045248 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -9048248.000000 Penalty: 5348.589355
	Iteration 8F: 3 clusters Score -9048248 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -9049904.000000 Penalty: 5348.589355
	Iteration 9F: 3 clusters Score -9049904 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -9050648.000000 Penalty: 5348.589355
	Iteration 10Q: 3 clusters Score -9050648 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -9051139.000000 Penalty: 5348.589355
	Iteration 11Q: 3 clusters Score -9051139 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -9051480.000000 Penalty: 5348.589355
	Iteration 12Q: 3 clusters Score -9051480 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 47259 members 
Entering Unmasked Estep 
Score: -9051722.000000 Penalty: 5348.589355
	Iteration 13Q: 3 clusters Score -9051722 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 47369 members 
Entering Unmasked Estep 
Score: -9051911.000000 Penalty: 5348.589355
	Iteration 14Q: 3 clusters Score -9051911 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -9052019.000000 Penalty: 5348.589355
	Iteration 15Q: 3 clusters Score -9052019 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -9052135.000000 Penalty: 5348.589355
	Iteration 16Q: 3 clusters Score -9052135 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -9052232.000000 Penalty: 5348.589355
	Iteration 17Q: 3 clusters Score -9052232 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -9052306.000000 Penalty: 5348.589355
	Iteration 18Q: 3 clusters Score -9052306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -9052377.000000 Penalty: 5348.589355
	Iteration 19Q: 3 clusters Score -9052377 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -9052469.000000 Penalty: 5348.589355
	Iteration 20F: 3 clusters Score -9052469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -9052569.000000 Penalty: 5348.589355
	Iteration 21Q: 3 clusters Score -9052569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -9052672.000000 Penalty: 5348.589355
	Iteration 22Q: 3 clusters Score -9052672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -9052783.000000 Penalty: 5348.589355
	Iteration 23Q: 3 clusters Score -9052783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -9052862.000000 Penalty: 5348.589355
	Iteration 24Q: 3 clusters Score -9052862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -9052925.000000 Penalty: 5348.589355
	Iteration 25Q: 3 clusters Score -9052925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -9052981.000000 Penalty: 5348.589355
	Iteration 26Q: 3 clusters Score -9052981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -9053035.000000 Penalty: 5348.589355
	Iteration 27Q: 3 clusters Score -9053035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -9053126.000000 Penalty: 5348.589355
	Iteration 28Q: 3 clusters Score -9053126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -9053241.000000 Penalty: 5348.589355
	Iteration 29Q: 3 clusters Score -9053241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -9053358.000000 Penalty: 5348.589355
	Iteration 30Q: 3 clusters Score -9053358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -9053447.000000 Penalty: 5348.589355
	Iteration 31Q: 3 clusters Score -9053447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -9053487.000000 Penalty: 5348.589355
	Iteration 32Q: 3 clusters Score -9053487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -9053558.000000 Penalty: 5348.589355
	Iteration 33Q: 3 clusters Score -9053558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -9053621.000000 Penalty: 5348.589355
	Iteration 34Q: 3 clusters Score -9053621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -9053638.000000 Penalty: 5348.589355
	Iteration 35Q: 3 clusters Score -9053638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -9053670.000000 Penalty: 5348.589355
	Iteration 36Q: 3 clusters Score -9053670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -9053720.000000 Penalty: 5348.589355
	Iteration 37Q: 3 clusters Score -9053720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -9053769.000000 Penalty: 5348.589355
	Iteration 38Q: 3 clusters Score -9053769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -9053782.000000 Penalty: 5348.589355
	Iteration 39Q: 3 clusters Score -9053782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -9053799.000000 Penalty: 5348.589355
	Iteration 40F: 3 clusters Score -9053799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -9053814.000000 Penalty: 5348.589355
	Iteration 41Q: 3 clusters Score -9053814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -9053814.000000 Penalty: 5348.589355
	Iteration 42F: 3 clusters Score -9053814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 43008 members 
Mstep: Class 3 contains 45846 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2634 members 
Mstep: Class 6 contains 44154 members 
Mstep: Class 7 contains 42707 members 
Mstep: Class 8 contains 3768 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42530 members 
Mstep: Class 11 contains 48005 members 
Mstep: Class 12 contains 42405 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 48431 members 
Mstep: Class 16 contains 42304 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42363 members 
Mstep: Class 19 contains 32014 members 
Mstep: Class 20 contains 42218 members 
Mstep: Class 21 contains 43429 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36677 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47718 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
Score: -126921864.000000 Penalty: 86770.679688
Splitting cluster 13 changes total score from -126921832.000000 to -126921864.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 14 (846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Entering Unmasked Estep 
Score: -142481.046875 Penalty: 1671.648804
	Iteration 0F: 2 clusters Score -142481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -140698.546875 Penalty: 3343.297607
	Iteration 0F: 3 clusters Score -140698.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -141058.406250 Penalty: 3343.297607
	Iteration 1F: 3 clusters Score -141058.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -141203.046875 Penalty: 3343.297607
	Iteration 2F: 3 clusters Score -141203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -141280.671875 Penalty: 3343.297607
	Iteration 3Q: 3 clusters Score -141280.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -141337.562500 Penalty: 3343.297607
	Iteration 4Q: 3 clusters Score -141337.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -141428.843750 Penalty: 3343.297607
	Iteration 5Q: 3 clusters Score -141428.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -141534.937500 Penalty: 3343.297607
	Iteration 6Q: 3 clusters Score -141534.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -141635.500000 Penalty: 3343.297607
	Iteration 7Q: 3 clusters Score -141635.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -141706.812500 Penalty: 3343.297607
	Iteration 8Q: 3 clusters Score -141706.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -141784.156250 Penalty: 3343.297607
	Iteration 9Q: 3 clusters Score -141784.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -141852.125000 Penalty: 3343.297607
	Iteration 10Q: 3 clusters Score -141852.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -141894.375000 Penalty: 3343.297607
	Iteration 11Q: 3 clusters Score -141894.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -141921.437500 Penalty: 3343.297607
	Iteration 12Q: 3 clusters Score -141921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -141930.671875 Penalty: 3343.297607
	Iteration 13Q: 3 clusters Score -141930.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -141933.843750 Penalty: 3343.297607
	Iteration 14Q: 3 clusters Score -141933.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -141933.843750 Penalty: 3343.297607
	Iteration 15F: 3 clusters Score -141933.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Entering Unmasked Estep 
Score: -9003804.000000 Penalty: 2675.397949
	Iteration 0F: 2 clusters Score -9003804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -8973059.000000 Penalty: 5350.795898
	Iteration 0F: 3 clusters Score -8973059 nChanged 22373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -8985440.000000 Penalty: 5350.795898
	Iteration 1F: 3 clusters Score -8985440 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -8985983.000000 Penalty: 5350.795898
	Iteration 2Q: 3 clusters Score -8985983 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -8986470.000000 Penalty: 5350.795898
	Iteration 3Q: 3 clusters Score -8986470 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -8987120.000000 Penalty: 5350.795898
	Iteration 4Q: 3 clusters Score -8987120 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -8987972.000000 Penalty: 5350.795898
	Iteration 5Q: 3 clusters Score -8987972 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -8989245.000000 Penalty: 5350.795898
	Iteration 6F: 3 clusters Score -8989245 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -8991287.000000 Penalty: 5350.795898
	Iteration 7F: 3 clusters Score -8991287 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -8993991.000000 Penalty: 5350.795898
	Iteration 8F: 3 clusters Score -8993991 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -8996901.000000 Penalty: 5350.795898
	Iteration 9F: 3 clusters Score -8996901 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -8999196.000000 Penalty: 5350.795898
	Iteration 10F: 3 clusters Score -8999196 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -9000533.000000 Penalty: 5350.795898
	Iteration 11Q: 3 clusters Score -9000533 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9001101.000000 Penalty: 5350.795898
	Iteration 12Q: 3 clusters Score -9001101 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9001299.000000 Penalty: 5350.795898
	Iteration 13Q: 3 clusters Score -9001299 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9001396.000000 Penalty: 5350.795898
	Iteration 14Q: 3 clusters Score -9001396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9001443.000000 Penalty: 5350.795898
	Iteration 15Q: 3 clusters Score -9001443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9001454.000000 Penalty: 5350.795898
	Iteration 16Q: 3 clusters Score -9001454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9001481.000000 Penalty: 5350.795898
	Iteration 17Q: 3 clusters Score -9001481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9001490.000000 Penalty: 5350.795898
	Iteration 18Q: 3 clusters Score -9001490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9001492.000000 Penalty: 5350.795898
	Iteration 19Q: 3 clusters Score -9001492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9001488.000000 Penalty: 5350.795898
	Iteration 20F: 3 clusters Score -9001488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9001490.000000 Penalty: 5350.795898
	Iteration 21Q: 3 clusters Score -9001490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9001490.000000 Penalty: 5350.795898
	Iteration 22F: 3 clusters Score -9001490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Entering Unmasked Estep 
Score: -7783314.000000 Penalty: 2641.853760
	Iteration 0F: 2 clusters Score -7783314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -7754881.000000 Penalty: 5283.707520
	Iteration 0F: 3 clusters Score -7754881 nChanged 19422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -7765498.000000 Penalty: 5283.707520
	Iteration 1F: 3 clusters Score -7765498 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -7766005.500000 Penalty: 5283.707520
	Iteration 2Q: 3 clusters Score -7766006 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -7766574.000000 Penalty: 5283.707520
	Iteration 3Q: 3 clusters Score -7766574 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -7767224.000000 Penalty: 5283.707520
	Iteration 4Q: 3 clusters Score -7767224 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -7768180.500000 Penalty: 5283.707520
	Iteration 5Q: 3 clusters Score -7768180 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -7769573.500000 Penalty: 5283.707520
	Iteration 6F: 3 clusters Score -7769574 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -7771396.500000 Penalty: 5283.707520
	Iteration 7F: 3 clusters Score -7771396 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -7773676.000000 Penalty: 5283.707520
	Iteration 8F: 3 clusters Score -7773676 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -7775834.500000 Penalty: 5283.707520
	Iteration 9F: 3 clusters Score -7775834 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -7777326.500000 Penalty: 5283.707520
	Iteration 10F: 3 clusters Score -7777326 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -7778068.500000 Penalty: 5283.707520
	Iteration 11Q: 3 clusters Score -7778068 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -7778684.000000 Penalty: 5283.707520
	Iteration 12Q: 3 clusters Score -7778684 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -7779171.000000 Penalty: 5283.707520
	Iteration 13Q: 3 clusters Score -7779171 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -7779551.000000 Penalty: 5283.707520
	Iteration 14Q: 3 clusters Score -7779551 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -7779896.000000 Penalty: 5283.707520
	Iteration 15Q: 3 clusters Score -7779896 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -7780158.500000 Penalty: 5283.707520
	Iteration 16Q: 3 clusters Score -7780158 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -7780416.500000 Penalty: 5283.707520
	Iteration 17Q: 3 clusters Score -7780416 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -7780567.500000 Penalty: 5283.707520
	Iteration 18Q: 3 clusters Score -7780568 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -7780724.000000 Penalty: 5283.707520
	Iteration 19Q: 3 clusters Score -7780724 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -7780846.000000 Penalty: 5283.707520
	Iteration 20F: 3 clusters Score -7780846 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -7780925.000000 Penalty: 5283.707520
	Iteration 21Q: 3 clusters Score -7780925 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -7780997.000000 Penalty: 5283.707520
	Iteration 22Q: 3 clusters Score -7780997 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -7781075.000000 Penalty: 5283.707520
	Iteration 23Q: 3 clusters Score -7781075 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -7781133.000000 Penalty: 5283.707520
	Iteration 24Q: 3 clusters Score -7781133 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -7781169.500000 Penalty: 5283.707520
	Iteration 25Q: 3 clusters Score -7781170 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -7781232.500000 Penalty: 5283.707520
	Iteration 26Q: 3 clusters Score -7781232 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -7781248.500000 Penalty: 5283.707520
	Iteration 27Q: 3 clusters Score -7781248 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -7781269.000000 Penalty: 5283.707520
	Iteration 28Q: 3 clusters Score -7781269 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -7781290.500000 Penalty: 5283.707520
	Iteration 29Q: 3 clusters Score -7781290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -7781318.000000 Penalty: 5283.707520
	Iteration 30Q: 3 clusters Score -7781318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -7781323.000000 Penalty: 5283.707520
	Iteration 31Q: 3 clusters Score -7781323 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -7781333.500000 Penalty: 5283.707520
	Iteration 32Q: 3 clusters Score -7781334 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -7781352.500000 Penalty: 5283.707520
	Iteration 33Q: 3 clusters Score -7781352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -7781365.500000 Penalty: 5283.707520
	Iteration 34Q: 3 clusters Score -7781366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -7781360.000000 Penalty: 5283.707520
	Iteration 35Q: 3 clusters Score -7781360 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -7781376.500000 Penalty: 5283.707520
	Iteration 36Q: 3 clusters Score -7781376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -7781371.500000 Penalty: 5283.707520
	Iteration 37Q: 3 clusters Score -7781372 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -7781392.500000 Penalty: 5283.707520
	Iteration 38Q: 3 clusters Score -7781392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -7781391.500000 Penalty: 5283.707520
	Iteration 39Q: 3 clusters Score -7781392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -7781407.000000 Penalty: 5283.707520
	Iteration 40F: 3 clusters Score -7781407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -7781409.500000 Penalty: 5283.707520
	Iteration 41Q: 3 clusters Score -7781410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -7781420.000000 Penalty: 5283.707520
	Iteration 42Q: 3 clusters Score -7781420 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -7781424.500000 Penalty: 5283.707520
	Iteration 43Q: 3 clusters Score -7781424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -7781443.500000 Penalty: 5283.707520
	Iteration 44Q: 3 clusters Score -7781444 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -7781440.500000 Penalty: 5283.707520
	Iteration 45Q: 3 clusters Score -7781440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -7781449.000000 Penalty: 5283.707520
	Iteration 46Q: 3 clusters Score -7781449 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -7781476.500000 Penalty: 5283.707520
	Iteration 47Q: 3 clusters Score -7781476 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -7781468.500000 Penalty: 5283.707520
	Iteration 48Q: 3 clusters Score -7781468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -7781469.000000 Penalty: 5283.707520
	Iteration 49Q: 3 clusters Score -7781469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -7781473.000000 Penalty: 5283.707520
	Iteration 50Q: 3 clusters Score -7781473 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -7781491.500000 Penalty: 5283.707520
	Iteration 51Q: 3 clusters Score -7781492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -7781535.500000 Penalty: 5283.707520
	Iteration 52Q: 3 clusters Score -7781536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -7781545.500000 Penalty: 5283.707520
	Iteration 53Q: 3 clusters Score -7781546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -7781543.500000 Penalty: 5283.707520
	Iteration 54Q: 3 clusters Score -7781544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -7781534.500000 Penalty: 5283.707520
	Iteration 55Q: 3 clusters Score -7781534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -7781545.000000 Penalty: 5283.707520
	Iteration 56Q: 3 clusters Score -7781545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -7781540.500000 Penalty: 5283.707520
	Iteration 57Q: 3 clusters Score -7781540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -7781537.500000 Penalty: 5283.707520
	Iteration 58Q: 3 clusters Score -7781538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7781546.000000 Penalty: 5283.707520
	Iteration 59Q: 3 clusters Score -7781546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -7781556.500000 Penalty: 5283.707520
	Iteration 60F: 3 clusters Score -7781556 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -7781567.000000 Penalty: 5283.707520
	Iteration 61Q: 3 clusters Score -7781567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -7781578.500000 Penalty: 5283.707520
	Iteration 62Q: 3 clusters Score -7781578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -7781575.000000 Penalty: 5283.707520
	Iteration 63Q: 3 clusters Score -7781575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -7781584.500000 Penalty: 5283.707520
	Iteration 64Q: 3 clusters Score -7781584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -7781588.500000 Penalty: 5283.707520
	Iteration 65Q: 3 clusters Score -7781588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -7781590.500000 Penalty: 5283.707520
	Iteration 66Q: 3 clusters Score -7781590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -7781586.000000 Penalty: 5283.707520
	Iteration 67Q: 3 clusters Score -7781586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -7781597.000000 Penalty: 5283.707520
	Iteration 68Q: 3 clusters Score -7781597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7781608.000000 Penalty: 5283.707520
	Iteration 69Q: 3 clusters Score -7781608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7781596.500000 Penalty: 5283.707520
	Iteration 70Q: 3 clusters Score -7781596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -7781602.500000 Penalty: 5283.707520
	Iteration 71Q: 3 clusters Score -7781602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -7781610.000000 Penalty: 5283.707520
	Iteration 72Q: 3 clusters Score -7781610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -7781609.000000 Penalty: 5283.707520
	Iteration 73Q: 3 clusters Score -7781609 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -7781612.500000 Penalty: 5283.707520
	Iteration 74Q: 3 clusters Score -7781612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -7781629.000000 Penalty: 5283.707520
	Iteration 75Q: 3 clusters Score -7781629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -7781630.500000 Penalty: 5283.707520
	Iteration 76Q: 3 clusters Score -7781630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -7781627.500000 Penalty: 5283.707520
	Iteration 77Q: 3 clusters Score -7781628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7781633.500000 Penalty: 5283.707520
	Iteration 78Q: 3 clusters Score -7781634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -7781631.500000 Penalty: 5283.707520
	Iteration 79Q: 3 clusters Score -7781632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7781635.000000 Penalty: 5283.707520
	Iteration 80F: 3 clusters Score -7781635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7781637.000000 Penalty: 5283.707520
	Iteration 81Q: 3 clusters Score -7781637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -7781639.000000 Penalty: 5283.707520
	Iteration 82Q: 3 clusters Score -7781639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -7781638.000000 Penalty: 5283.707520
	Iteration 83Q: 3 clusters Score -7781638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7781637.000000 Penalty: 5283.707520
	Iteration 84Q: 3 clusters Score -7781637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -7781633.500000 Penalty: 5283.707520
	Iteration 85Q: 3 clusters Score -7781634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7781635.000000 Penalty: 5283.707520
	Iteration 86Q: 3 clusters Score -7781635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7781635.000000 Penalty: 5283.707520
	Iteration 87F: 3 clusters Score -7781635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -71733.546875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -71733.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70189.250000 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -70189.25 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70427.937500 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -70427.94 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -70620.578125 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -70620.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -70789.609375 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -70789.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70905.140625 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -70905.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71032.078125 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -71032.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71149.851562 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -71149.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71266.976562 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -71266.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71363.179688 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -71363.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71398.687500 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -71398.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71427.453125 Penalty: 3115.076416
	Iteration 10Q: 3 clusters Score -71427.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71458.289062 Penalty: 3115.076416
	Iteration 11Q: 3 clusters Score -71458.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71483.140625 Penalty: 3115.076416
	Iteration 12Q: 3 clusters Score -71483.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71491.851562 Penalty: 3115.076416
	Iteration 13Q: 3 clusters Score -71491.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71501.468750 Penalty: 3115.076416
	Iteration 14Q: 3 clusters Score -71501.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71505.062500 Penalty: 3115.076416
	Iteration 15Q: 3 clusters Score -71505.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -71511.000000 Penalty: 3115.076416
	Iteration 16Q: 3 clusters Score -71511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71512.742188 Penalty: 3115.076416
	Iteration 17Q: 3 clusters Score -71512.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71512.742188 Penalty: 3115.076416
	Iteration 18F: 3 clusters Score -71512.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Entering Unmasked Estep 
Score: -7867402.000000 Penalty: 2642.199707
	Iteration 0F: 2 clusters Score -7867402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -7839086.000000 Penalty: 5284.399414
	Iteration 0F: 3 clusters Score -7839086 nChanged 19523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -7849828.500000 Penalty: 5284.399414
	Iteration 1F: 3 clusters Score -7849828 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -7850300.500000 Penalty: 5284.399414
	Iteration 2Q: 3 clusters Score -7850300 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -7850774.500000 Penalty: 5284.399414
	Iteration 3Q: 3 clusters Score -7850774 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -7851335.000000 Penalty: 5284.399414
	Iteration 4Q: 3 clusters Score -7851335 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -7852121.000000 Penalty: 5284.399414
	Iteration 5Q: 3 clusters Score -7852121 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -7853364.000000 Penalty: 5284.399414
	Iteration 6F: 3 clusters Score -7853364 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -7855418.000000 Penalty: 5284.399414
	Iteration 7F: 3 clusters Score -7855418 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -7858134.000000 Penalty: 5284.399414
	Iteration 8F: 3 clusters Score -7858134 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -7861129.000000 Penalty: 5284.399414
	Iteration 9F: 3 clusters Score -7861129 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -7863300.500000 Penalty: 5284.399414
	Iteration 10F: 3 clusters Score -7863300 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -7864382.000000 Penalty: 5284.399414
	Iteration 11Q: 3 clusters Score -7864382 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -7864737.500000 Penalty: 5284.399414
	Iteration 12Q: 3 clusters Score -7864738 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -7864872.500000 Penalty: 5284.399414
	Iteration 13Q: 3 clusters Score -7864872 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -7864947.500000 Penalty: 5284.399414
	Iteration 14Q: 3 clusters Score -7864948 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -7865000.500000 Penalty: 5284.399414
	Iteration 15Q: 3 clusters Score -7865000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -7865027.500000 Penalty: 5284.399414
	Iteration 16Q: 3 clusters Score -7865028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -7865047.000000 Penalty: 5284.399414
	Iteration 17Q: 3 clusters Score -7865047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -7865062.500000 Penalty: 5284.399414
	Iteration 18Q: 3 clusters Score -7865062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -7865080.500000 Penalty: 5284.399414
	Iteration 19Q: 3 clusters Score -7865080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -7865092.500000 Penalty: 5284.399414
	Iteration 20F: 3 clusters Score -7865092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -7865108.500000 Penalty: 5284.399414
	Iteration 21Q: 3 clusters Score -7865108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -7865124.500000 Penalty: 5284.399414
	Iteration 22Q: 3 clusters Score -7865124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -7865125.000000 Penalty: 5284.399414
	Iteration 23Q: 3 clusters Score -7865125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -7865126.000000 Penalty: 5284.399414
	Iteration 24Q: 3 clusters Score -7865126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -7865127.500000 Penalty: 5284.399414
	Iteration 25Q: 3 clusters Score -7865128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -7865135.500000 Penalty: 5284.399414
	Iteration 26Q: 3 clusters Score -7865136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -7865135.500000 Penalty: 5284.399414
	Iteration 27F: 3 clusters Score -7865136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Entering Unmasked Estep 
Score: -5748408.000000 Penalty: 2572.734375
	Iteration 0F: 2 clusters Score -5748408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -5726560.500000 Penalty: 5145.468750
	Iteration 0F: 3 clusters Score -5726560 nChanged 14485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -5734297.500000 Penalty: 5145.468750
	Iteration 1F: 3 clusters Score -5734298 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -5734686.000000 Penalty: 5145.468750
	Iteration 2Q: 3 clusters Score -5734686 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -5735012.000000 Penalty: 5145.468750
	Iteration 3Q: 3 clusters Score -5735012 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -5735348.000000 Penalty: 5145.468750
	Iteration 4Q: 3 clusters Score -5735348 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -5735671.000000 Penalty: 5145.468750
	Iteration 5Q: 3 clusters Score -5735671 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -5735997.500000 Penalty: 5145.468750
	Iteration 6Q: 3 clusters Score -5735998 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -5736371.000000 Penalty: 5145.468750
	Iteration 7Q: 3 clusters Score -5736371 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -5736886.000000 Penalty: 5145.468750
	Iteration 8Q: 3 clusters Score -5736886 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -5737658.500000 Penalty: 5145.468750
	Iteration 9Q: 3 clusters Score -5737658 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -5738730.500000 Penalty: 5145.468750
	Iteration 10F: 3 clusters Score -5738730 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -5740104.000000 Penalty: 5145.468750
	Iteration 11F: 3 clusters Score -5740104 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -5741430.000000 Penalty: 5145.468750
	Iteration 12F: 3 clusters Score -5741430 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -5742575.500000 Penalty: 5145.468750
	Iteration 13Q: 3 clusters Score -5742576 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5743518.500000 Penalty: 5145.468750
	Iteration 14Q: 3 clusters Score -5743518 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -5744246.500000 Penalty: 5145.468750
	Iteration 15Q: 3 clusters Score -5744246 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -5744738.500000 Penalty: 5145.468750
	Iteration 16Q: 3 clusters Score -5744738 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5745110.500000 Penalty: 5145.468750
	Iteration 17Q: 3 clusters Score -5745110 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5745408.500000 Penalty: 5145.468750
	Iteration 18Q: 3 clusters Score -5745408 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5745626.000000 Penalty: 5145.468750
	Iteration 19Q: 3 clusters Score -5745626 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5745774.500000 Penalty: 5145.468750
	Iteration 20F: 3 clusters Score -5745774 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5745873.500000 Penalty: 5145.468750
	Iteration 21Q: 3 clusters Score -5745874 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5745936.500000 Penalty: 5145.468750
	Iteration 22Q: 3 clusters Score -5745936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5745974.500000 Penalty: 5145.468750
	Iteration 23Q: 3 clusters Score -5745974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5745997.000000 Penalty: 5145.468750
	Iteration 24Q: 3 clusters Score -5745997 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5746026.500000 Penalty: 5145.468750
	Iteration 25Q: 3 clusters Score -5746026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5746041.500000 Penalty: 5145.468750
	Iteration 26Q: 3 clusters Score -5746042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5746060.000000 Penalty: 5145.468750
	Iteration 27Q: 3 clusters Score -5746060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5746069.000000 Penalty: 5145.468750
	Iteration 28Q: 3 clusters Score -5746069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -5746085.500000 Penalty: 5145.468750
	Iteration 29Q: 3 clusters Score -5746086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5746098.500000 Penalty: 5145.468750
	Iteration 30Q: 3 clusters Score -5746098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5746098.500000 Penalty: 5145.468750
	Iteration 31Q: 3 clusters Score -5746098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5746103.500000 Penalty: 5145.468750
	Iteration 32Q: 3 clusters Score -5746104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5746105.500000 Penalty: 5145.468750
	Iteration 33Q: 3 clusters Score -5746106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5746106.500000 Penalty: 5145.468750
	Iteration 34Q: 3 clusters Score -5746106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5746104.000000 Penalty: 5145.468750
	Iteration 35Q: 3 clusters Score -5746104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5746125.500000 Penalty: 5145.468750
	Iteration 36Q: 3 clusters Score -5746126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5746138.500000 Penalty: 5145.468750
	Iteration 37Q: 3 clusters Score -5746138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5746153.000000 Penalty: 5145.468750
	Iteration 38Q: 3 clusters Score -5746153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5746158.000000 Penalty: 5145.468750
	Iteration 39Q: 3 clusters Score -5746158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -5746157.500000 Penalty: 5145.468750
	Iteration 40F: 3 clusters Score -5746158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5746168.500000 Penalty: 5145.468750
	Iteration 41Q: 3 clusters Score -5746168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5746159.000000 Penalty: 5145.468750
	Iteration 42Q: 3 clusters Score -5746159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5746161.500000 Penalty: 5145.468750
	Iteration 43Q: 3 clusters Score -5746162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5746176.500000 Penalty: 5145.468750
	Iteration 44Q: 3 clusters Score -5746176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5746170.500000 Penalty: 5145.468750
	Iteration 45Q: 3 clusters Score -5746170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5746170.500000 Penalty: 5145.468750
	Iteration 46Q: 3 clusters Score -5746170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5746174.500000 Penalty: 5145.468750
	Iteration 47Q: 3 clusters Score -5746174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5746177.000000 Penalty: 5145.468750
	Iteration 48Q: 3 clusters Score -5746177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5746171.000000 Penalty: 5145.468750
	Iteration 49Q: 3 clusters Score -5746171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5746176.500000 Penalty: 5145.468750
	Iteration 50Q: 3 clusters Score -5746176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5746180.000000 Penalty: 5145.468750
	Iteration 51Q: 3 clusters Score -5746180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5746180.000000 Penalty: 5145.468750
	Iteration 52F: 3 clusters Score -5746180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Entering Unmasked Estep 
Score: -7771277.500000 Penalty: 2641.349365
	Iteration 0F: 2 clusters Score -7771278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -7743068.000000 Penalty: 5282.698730
	Iteration 0F: 3 clusters Score -7743068 nChanged 19269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -7753771.000000 Penalty: 5282.698730
	Iteration 1F: 3 clusters Score -7753771 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -7754664.000000 Penalty: 5282.698730
	Iteration 2F: 3 clusters Score -7754664 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -7755887.500000 Penalty: 5282.698730
	Iteration 3F: 3 clusters Score -7755888 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -7757744.000000 Penalty: 5282.698730
	Iteration 4F: 3 clusters Score -7757744 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -7760493.000000 Penalty: 5282.698730
	Iteration 5F: 3 clusters Score -7760493 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -7763882.000000 Penalty: 5282.698730
	Iteration 6F: 3 clusters Score -7763882 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -7766693.500000 Penalty: 5282.698730
	Iteration 7F: 3 clusters Score -7766694 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7768073.500000 Penalty: 5282.698730
	Iteration 8Q: 3 clusters Score -7768074 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7768612.000000 Penalty: 5282.698730
	Iteration 9Q: 3 clusters Score -7768612 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7768803.000000 Penalty: 5282.698730
	Iteration 10Q: 3 clusters Score -7768803 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7768873.500000 Penalty: 5282.698730
	Iteration 11Q: 3 clusters Score -7768874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7768899.500000 Penalty: 5282.698730
	Iteration 12Q: 3 clusters Score -7768900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7768927.500000 Penalty: 5282.698730
	Iteration 13Q: 3 clusters Score -7768928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7768944.500000 Penalty: 5282.698730
	Iteration 14Q: 3 clusters Score -7768944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7768947.500000 Penalty: 5282.698730
	Iteration 15Q: 3 clusters Score -7768948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7768955.000000 Penalty: 5282.698730
	Iteration 16Q: 3 clusters Score -7768955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7768967.000000 Penalty: 5282.698730
	Iteration 17Q: 3 clusters Score -7768967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7768983.500000 Penalty: 5282.698730
	Iteration 18Q: 3 clusters Score -7768984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7768989.000000 Penalty: 5282.698730
	Iteration 19Q: 3 clusters Score -7768989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7768993.000000 Penalty: 5282.698730
	Iteration 20F: 3 clusters Score -7768993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7769009.000000 Penalty: 5282.698730
	Iteration 21Q: 3 clusters Score -7769009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7769001.500000 Penalty: 5282.698730
	Iteration 22Q: 3 clusters Score -7769002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7769003.000000 Penalty: 5282.698730
	Iteration 23Q: 3 clusters Score -7769003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7769003.000000 Penalty: 5282.698730
	Iteration 24Q: 3 clusters Score -7769003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7769006.500000 Penalty: 5282.698730
	Iteration 25Q: 3 clusters Score -7769006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7769006.500000 Penalty: 5282.698730
	Iteration 26F: 3 clusters Score -7769006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Entering Unmasked Estep 
Score: -8005371.500000 Penalty: 2648.362793
	Iteration 0F: 2 clusters Score -8005372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -7976264.500000 Penalty: 5296.725586
	Iteration 0F: 3 clusters Score -7976264 nChanged 19854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -7987230.500000 Penalty: 5296.725586
	Iteration 1F: 3 clusters Score -7987230 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -7987745.500000 Penalty: 5296.725586
	Iteration 2Q: 3 clusters Score -7987746 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -7988299.500000 Penalty: 5296.725586
	Iteration 3Q: 3 clusters Score -7988300 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -7989029.000000 Penalty: 5296.725586
	Iteration 4Q: 3 clusters Score -7989029 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -7989799.500000 Penalty: 5296.725586
	Iteration 5Q: 3 clusters Score -7989800 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -7990687.500000 Penalty: 5296.725586
	Iteration 6Q: 3 clusters Score -7990688 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -7991796.500000 Penalty: 5296.725586
	Iteration 7Q: 3 clusters Score -7991796 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -7993224.000000 Penalty: 5296.725586
	Iteration 8F: 3 clusters Score -7993224 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -7994795.500000 Penalty: 5296.725586
	Iteration 9F: 3 clusters Score -7994796 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -7996321.000000 Penalty: 5296.725586
	Iteration 10F: 3 clusters Score -7996321 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -7997367.500000 Penalty: 5296.725586
	Iteration 11Q: 3 clusters Score -7997368 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -7997862.500000 Penalty: 5296.725586
	Iteration 12Q: 3 clusters Score -7997862 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -7998100.500000 Penalty: 5296.725586
	Iteration 13Q: 3 clusters Score -7998100 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -7998285.000000 Penalty: 5296.725586
	Iteration 14Q: 3 clusters Score -7998285 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -7998401.000000 Penalty: 5296.725586
	Iteration 15Q: 3 clusters Score -7998401 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -7998530.500000 Penalty: 5296.725586
	Iteration 16Q: 3 clusters Score -7998530 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -7998606.000000 Penalty: 5296.725586
	Iteration 17Q: 3 clusters Score -7998606 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -7998686.500000 Penalty: 5296.725586
	Iteration 18Q: 3 clusters Score -7998686 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -7998798.500000 Penalty: 5296.725586
	Iteration 19Q: 3 clusters Score -7998798 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -7998866.500000 Penalty: 5296.725586
	Iteration 20F: 3 clusters Score -7998866 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -7998948.500000 Penalty: 5296.725586
	Iteration 21Q: 3 clusters Score -7998948 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -7999042.500000 Penalty: 5296.725586
	Iteration 22Q: 3 clusters Score -7999042 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -7999145.500000 Penalty: 5296.725586
	Iteration 23Q: 3 clusters Score -7999146 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -7999295.500000 Penalty: 5296.725586
	Iteration 24Q: 3 clusters Score -7999296 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -7999389.000000 Penalty: 5296.725586
	Iteration 25Q: 3 clusters Score -7999389 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -7999490.500000 Penalty: 5296.725586
	Iteration 26Q: 3 clusters Score -7999490 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -7999568.000000 Penalty: 5296.725586
	Iteration 27Q: 3 clusters Score -7999568 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -7999648.500000 Penalty: 5296.725586
	Iteration 28Q: 3 clusters Score -7999648 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -7999737.000000 Penalty: 5296.725586
	Iteration 29Q: 3 clusters Score -7999737 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -7999820.000000 Penalty: 5296.725586
	Iteration 30Q: 3 clusters Score -7999820 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -7999895.500000 Penalty: 5296.725586
	Iteration 31Q: 3 clusters Score -7999896 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -8000002.000000 Penalty: 5296.725586
	Iteration 32Q: 3 clusters Score -8000002 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -8000106.000000 Penalty: 5296.725586
	Iteration 33Q: 3 clusters Score -8000106 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -8000187.000000 Penalty: 5296.725586
	Iteration 34Q: 3 clusters Score -8000187 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -8000276.000000 Penalty: 5296.725586
	Iteration 35Q: 3 clusters Score -8000276 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -8000376.000000 Penalty: 5296.725586
	Iteration 36Q: 3 clusters Score -8000376 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -8000438.500000 Penalty: 5296.725586
	Iteration 37Q: 3 clusters Score -8000438 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -8000525.500000 Penalty: 5296.725586
	Iteration 38Q: 3 clusters Score -8000526 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -8000601.500000 Penalty: 5296.725586
	Iteration 39Q: 3 clusters Score -8000602 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -8000724.000000 Penalty: 5296.725586
	Iteration 40F: 3 clusters Score -8000724 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -8000788.500000 Penalty: 5296.725586
	Iteration 41Q: 3 clusters Score -8000788 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -8000904.500000 Penalty: 5296.725586
	Iteration 42Q: 3 clusters Score -8000904 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -8000998.500000 Penalty: 5296.725586
	Iteration 43Q: 3 clusters Score -8000998 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -8001068.500000 Penalty: 5296.725586
	Iteration 44Q: 3 clusters Score -8001068 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -8001208.500000 Penalty: 5296.725586
	Iteration 45Q: 3 clusters Score -8001208 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8001292 nChanged 320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8001318 nChanged 294
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Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8001408 nChanged 260
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Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8001469 nChanged 242
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Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8001548 nChanged 204
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Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8001615 nChanged 194
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Mstep: Class 1 contains 33457 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8001689 nChanged 235
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Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8001894 nChanged 258
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Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8001974 nChanged 260
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Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8002022 nChanged 263
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Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8002080 nChanged 249
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Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8002144 nChanged 264
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Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8002249 nChanged 277
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Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8002341 nChanged 256
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Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8002412 nChanged 245
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Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8002484 nChanged 231
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Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8002545 nChanged 244
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Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8002602 nChanged 238
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Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8002658 nChanged 245
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Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8002756 nChanged 250
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Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8002810 nChanged 223
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Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8002883 nChanged 186
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Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8002936 nChanged 184
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Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8002964 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8003018 nChanged 151
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Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8003046 nChanged 135
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Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8003098 nChanged 140
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Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8003140 nChanged 151
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Mstep: Class 1 contains 38949 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8003168 nChanged 138
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Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8003204 nChanged 124
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Mstep: Class 1 contains 39211 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8003228 nChanged 95
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Mstep: Class 1 contains 39306 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8003268 nChanged 82
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Mstep: Class 1 contains 39388 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8003290 nChanged 72
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Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8003312 nChanged 84
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Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8003323 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -8003363.000000 Penalty: 5296.725586
	Iteration 84Q: 3 clusters Score -8003363 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8003374 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8003398 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -8003404.000000 Penalty: 5296.725586
	Iteration 87Q: 3 clusters Score -8003404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8003404 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -8003419.500000 Penalty: 5296.725586
	Iteration 89Q: 3 clusters Score -8003420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8003430 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -8003438.500000 Penalty: 5296.725586
	Iteration 91Q: 3 clusters Score -8003438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8003464 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -8003470.500000 Penalty: 5296.725586
	Iteration 93Q: 3 clusters Score -8003470 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8003473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -8003476.500000 Penalty: 5296.725586
	Iteration 95Q: 3 clusters Score -8003476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8003465.000000 Penalty: 5296.725586
	Iteration 96Q: 3 clusters Score -8003465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8003452.500000 Penalty: 5296.725586
	Iteration 97Q: 3 clusters Score -8003452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -8003459.500000 Penalty: 5296.725586
	Iteration 98Q: 3 clusters Score -8003460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -8003461.000000 Penalty: 5296.725586
	Iteration 99Q: 3 clusters Score -8003461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8003460.500000 Penalty: 5296.725586
	Iteration 100F: 3 clusters Score -8003460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -8003461.000000 Penalty: 5296.725586
	Iteration 101Q: 3 clusters Score -8003461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -8003473.500000 Penalty: 5296.725586
	Iteration 102Q: 3 clusters Score -8003474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -8003483.500000 Penalty: 5296.725586
	Iteration 103Q: 3 clusters Score -8003484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -8003488.500000 Penalty: 5296.725586
	Iteration 104Q: 3 clusters Score -8003488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8003506.000000 Penalty: 5296.725586
	Iteration 105Q: 3 clusters Score -8003506 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -8003505.500000 Penalty: 5296.725586
	Iteration 106Q: 3 clusters Score -8003506 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8003511.500000 Penalty: 5296.725586
	Iteration 107Q: 3 clusters Score -8003512 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -8003525.500000 Penalty: 5296.725586
	Iteration 108Q: 3 clusters Score -8003526 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8003527.000000 Penalty: 5296.725586
	Iteration 109Q: 3 clusters Score -8003527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -8003528.500000 Penalty: 5296.725586
	Iteration 110Q: 3 clusters Score -8003528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -8003523.000000 Penalty: 5296.725586
	Iteration 111Q: 3 clusters Score -8003523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -8003521.500000 Penalty: 5296.725586
	Iteration 112Q: 3 clusters Score -8003522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -8003530.500000 Penalty: 5296.725586
	Iteration 113Q: 3 clusters Score -8003530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -8003538.500000 Penalty: 5296.725586
	Iteration 114Q: 3 clusters Score -8003538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -8003534.500000 Penalty: 5296.725586
	Iteration 115Q: 3 clusters Score -8003534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -8003527.000000 Penalty: 5296.725586
	Iteration 116Q: 3 clusters Score -8003527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8003529.000000 Penalty: 5296.725586
	Iteration 117Q: 3 clusters Score -8003529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -8003533.000000 Penalty: 5296.725586
	Iteration 118Q: 3 clusters Score -8003533 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -8003536.000000 Penalty: 5296.725586
	Iteration 119Q: 3 clusters Score -8003536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -8003532.000000 Penalty: 5296.725586
	Iteration 120F: 3 clusters Score -8003532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8003529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8003530.500000 Penalty: 5296.725586
	Iteration 122Q: 3 clusters Score -8003530 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -8003528.500000 Penalty: 5296.725586
	Iteration 123Q: 3 clusters Score -8003528 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8003527 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -8003531.000000 Penalty: 5296.725586
	Iteration 125Q: 3 clusters Score -8003531 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8003528.500000 Penalty: 5296.725586
	Iteration 126Q: 3 clusters Score -8003528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8003535.500000 Penalty: 5296.725586
	Iteration 127Q: 3 clusters Score -8003536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -8003536.500000 Penalty: 5296.725586
	Iteration 128Q: 3 clusters Score -8003536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -8003541.500000 Penalty: 5296.725586
	Iteration 129Q: 3 clusters Score -8003542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -8003540.500000 Penalty: 5296.725586
	Iteration 130Q: 3 clusters Score -8003540 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8003542 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8003542.000000 Penalty: 5296.725586
	Iteration 132F: 3 clusters Score -8003542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -26870.765625 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -26870.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -25683.15 nChanged 62
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Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -25905.57 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -26017.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26091.869141 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -26091.87 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26116.105469 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -26116.11 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -26116.105469 Penalty: 2846.937256
	Iteration 5F: 3 clusters Score -26116.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Entering Unmasked Estep 
Score: -6786681.000000 Penalty: 2606.456299
	Iteration 0F: 2 clusters Score -6786681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -6761680.500000 Penalty: 5212.912598
	Iteration 0F: 3 clusters Score -6761680 nChanged 16715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -6771047.000000 Penalty: 5212.912598
	Iteration 1F: 3 clusters Score -6771047 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -6771994.000000 Penalty: 5212.912598
	Iteration 2F: 3 clusters Score -6771994 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -6773233.000000 Penalty: 5212.912598
	Iteration 3F: 3 clusters Score -6773233 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -6775129.500000 Penalty: 5212.912598
	Iteration 4F: 3 clusters Score -6775130 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -6777600.000000 Penalty: 5212.912598
	Iteration 5F: 3 clusters Score -6777600 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -6780313.500000 Penalty: 5212.912598
	Iteration 6F: 3 clusters Score -6780314 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -6782474.500000 Penalty: 5212.912598
	Iteration 7F: 3 clusters Score -6782474 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -6783604.000000 Penalty: 5212.912598
	Iteration 8Q: 3 clusters Score -6783604 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -6784067.500000 Penalty: 5212.912598
	Iteration 9Q: 3 clusters Score -6784068 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -6784264.500000 Penalty: 5212.912598
	Iteration 10Q: 3 clusters Score -6784264 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -6784365.500000 Penalty: 5212.912598
	Iteration 11Q: 3 clusters Score -6784366 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -6784463.500000 Penalty: 5212.912598
	Iteration 12Q: 3 clusters Score -6784464 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -6784540.500000 Penalty: 5212.912598
	Iteration 13Q: 3 clusters Score -6784540 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -6784601.000000 Penalty: 5212.912598
	Iteration 14Q: 3 clusters Score -6784601 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -6784638.500000 Penalty: 5212.912598
	Iteration 15Q: 3 clusters Score -6784638 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -6784663.000000 Penalty: 5212.912598
	Iteration 16Q: 3 clusters Score -6784663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -6784692.500000 Penalty: 5212.912598
	Iteration 17Q: 3 clusters Score -6784692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -6784714.500000 Penalty: 5212.912598
	Iteration 18Q: 3 clusters Score -6784714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -6784716.500000 Penalty: 5212.912598
	Iteration 19Q: 3 clusters Score -6784716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -6784707.000000 Penalty: 5212.912598
	Iteration 20F: 3 clusters Score -6784707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -6784717.000000 Penalty: 5212.912598
	Iteration 21Q: 3 clusters Score -6784717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -6784738.000000 Penalty: 5212.912598
	Iteration 22Q: 3 clusters Score -6784738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -6784740.500000 Penalty: 5212.912598
	Iteration 23Q: 3 clusters Score -6784740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -6784734.000000 Penalty: 5212.912598
	Iteration 24Q: 3 clusters Score -6784734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -6784736.000000 Penalty: 5212.912598
	Iteration 25Q: 3 clusters Score -6784736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -6784732.500000 Penalty: 5212.912598
	Iteration 26Q: 3 clusters Score -6784732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -6784734.000000 Penalty: 5212.912598
	Iteration 27Q: 3 clusters Score -6784734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -6784730.000000 Penalty: 5212.912598
	Iteration 28Q: 3 clusters Score -6784730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -6784737.000000 Penalty: 5212.912598
	Iteration 29Q: 3 clusters Score -6784737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -6784744.000000 Penalty: 5212.912598
	Iteration 30Q: 3 clusters Score -6784744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -6784739.000000 Penalty: 5212.912598
	Iteration 31Q: 3 clusters Score -6784739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -6784753.000000 Penalty: 5212.912598
	Iteration 32Q: 3 clusters Score -6784753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -6784753.000000 Penalty: 5212.912598
	Iteration 33Q: 3 clusters Score -6784753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -6784757.500000 Penalty: 5212.912598
	Iteration 34Q: 3 clusters Score -6784758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -6784761.000000 Penalty: 5212.912598
	Iteration 35Q: 3 clusters Score -6784761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -6784757.500000 Penalty: 5212.912598
	Iteration 36Q: 3 clusters Score -6784758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -6784765.500000 Penalty: 5212.912598
	Iteration 37Q: 3 clusters Score -6784766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -6784773.500000 Penalty: 5212.912598
	Iteration 38Q: 3 clusters Score -6784774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -6784776.000000 Penalty: 5212.912598
	Iteration 39Q: 3 clusters Score -6784776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -6784770.500000 Penalty: 5212.912598
	Iteration 40F: 3 clusters Score -6784770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -6784779.000000 Penalty: 5212.912598
	Iteration 41Q: 3 clusters Score -6784779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -6784776.000000 Penalty: 5212.912598
	Iteration 42Q: 3 clusters Score -6784776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -6784781.000000 Penalty: 5212.912598
	Iteration 43Q: 3 clusters Score -6784781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -6784786.000000 Penalty: 5212.912598
	Iteration 44Q: 3 clusters Score -6784786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -6784783.500000 Penalty: 5212.912598
	Iteration 45Q: 3 clusters Score -6784784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -6784782.500000 Penalty: 5212.912598
	Iteration 46Q: 3 clusters Score -6784782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -6784786.500000 Penalty: 5212.912598
	Iteration 47Q: 3 clusters Score -6784786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -6784787.000000 Penalty: 5212.912598
	Iteration 48Q: 3 clusters Score -6784787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -6784787.000000 Penalty: 5212.912598
	Iteration 49F: 3 clusters Score -6784787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -168882.765625 Penalty: 1727.339844
	Iteration 0F: 2 clusters Score -168882.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -166930.875000 Penalty: 3454.679688
	Iteration 0F: 3 clusters Score -166930.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -167359.375000 Penalty: 3454.679688
	Iteration 1F: 3 clusters Score -167359.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -167539.125000 Penalty: 3454.679688
	Iteration 2F: 3 clusters Score -167539.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -167630.250000 Penalty: 3454.679688
	Iteration 3F: 3 clusters Score -167630.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -167687.453125 Penalty: 3454.679688
	Iteration 4Q: 3 clusters Score -167687.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -167726.984375 Penalty: 3454.679688
	Iteration 5Q: 3 clusters Score -167727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -167764.671875 Penalty: 3454.679688
	Iteration 6Q: 3 clusters Score -167764.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -167788.921875 Penalty: 3454.679688
	Iteration 7Q: 3 clusters Score -167788.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -167797.531250 Penalty: 3454.679688
	Iteration 8Q: 3 clusters Score -167797.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -167806.031250 Penalty: 3454.679688
	Iteration 9Q: 3 clusters Score -167806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -167810.640625 Penalty: 3454.679688
	Iteration 10Q: 3 clusters Score -167810.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -167816.234375 Penalty: 3454.679688
	Iteration 11Q: 3 clusters Score -167816.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -167819.203125 Penalty: 3454.679688
	Iteration 12Q: 3 clusters Score -167819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -167824.687500 Penalty: 3454.679688
	Iteration 13Q: 3 clusters Score -167824.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -167830.265625 Penalty: 3454.679688
	Iteration 14Q: 3 clusters Score -167830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -167834.437500 Penalty: 3454.679688
	Iteration 15Q: 3 clusters Score -167834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -167835.875000 Penalty: 3454.679688
	Iteration 16Q: 3 clusters Score -167835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -167836.750000 Penalty: 3454.679688
	Iteration 17Q: 3 clusters Score -167836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -167836.750000 Penalty: 3454.679688
	Iteration 18F: 3 clusters Score -167836.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Entering Unmasked Estep 
Score: -8895234.000000 Penalty: 2671.719727
	Iteration 0F: 2 clusters Score -8895234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -8865471.000000 Penalty: 5343.439453
	Iteration 0F: 3 clusters Score -8865471 nChanged 21871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -8877523.000000 Penalty: 5343.439453
	Iteration 1F: 3 clusters Score -8877523 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -8878082.000000 Penalty: 5343.439453
	Iteration 2Q: 3 clusters Score -8878082 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -8878630.000000 Penalty: 5343.439453
	Iteration 3Q: 3 clusters Score -8878630 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -8879361.000000 Penalty: 5343.439453
	Iteration 4Q: 3 clusters Score -8879361 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -8880384.000000 Penalty: 5343.439453
	Iteration 5Q: 3 clusters Score -8880384 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -8881830.000000 Penalty: 5343.439453
	Iteration 6F: 3 clusters Score -8881830 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -8883927.000000 Penalty: 5343.439453
	Iteration 7F: 3 clusters Score -8883927 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -8886541.000000 Penalty: 5343.439453
	Iteration 8F: 3 clusters Score -8886541 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -8888957.000000 Penalty: 5343.439453
	Iteration 9F: 3 clusters Score -8888957 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -8890785.000000 Penalty: 5343.439453
	Iteration 10Q: 3 clusters Score -8890785 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -8891913.000000 Penalty: 5343.439453
	Iteration 11Q: 3 clusters Score -8891913 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -8892568.000000 Penalty: 5343.439453
	Iteration 12Q: 3 clusters Score -8892568 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8892910.000000 Penalty: 5343.439453
	Iteration 13Q: 3 clusters Score -8892910 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -8893090.000000 Penalty: 5343.439453
	Iteration 14Q: 3 clusters Score -8893090 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8893240.000000 Penalty: 5343.439453
	Iteration 15Q: 3 clusters Score -8893240 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8893221.000000 Penalty: 5343.439453
	Iteration 16Q: 3 clusters Score -8893221 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8893222.000000 Penalty: 5343.439453
	Iteration 17Q: 3 clusters Score -8893222 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8893178.000000 Penalty: 5343.439453
	Iteration 18Q: 3 clusters Score -8893178 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8893171.000000 Penalty: 5343.439453
	Iteration 19Q: 3 clusters Score -8893171 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8893138.000000 Penalty: 5343.439453
	Iteration 20F: 3 clusters Score -8893138 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8893120.000000 Penalty: 5343.439453
	Iteration 21Q: 3 clusters Score -8893120 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8893099.000000 Penalty: 5343.439453
	Iteration 22Q: 3 clusters Score -8893099 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8893067.000000 Penalty: 5343.439453
	Iteration 23Q: 3 clusters Score -8893067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8893075.000000 Penalty: 5343.439453
	Iteration 24Q: 3 clusters Score -8893075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8893083.000000 Penalty: 5343.439453
	Iteration 25Q: 3 clusters Score -8893083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8893097.000000 Penalty: 5343.439453
	Iteration 26Q: 3 clusters Score -8893097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8893109.000000 Penalty: 5343.439453
	Iteration 27Q: 3 clusters Score -8893109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8893094.000000 Penalty: 5343.439453
	Iteration 28Q: 3 clusters Score -8893094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8893101.000000 Penalty: 5343.439453
	Iteration 29Q: 3 clusters Score -8893101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8893112.000000 Penalty: 5343.439453
	Iteration 30Q: 3 clusters Score -8893112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8893109.000000 Penalty: 5343.439453
	Iteration 31Q: 3 clusters Score -8893109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8893106.000000 Penalty: 5343.439453
	Iteration 32Q: 3 clusters Score -8893106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8893103.000000 Penalty: 5343.439453
	Iteration 33Q: 3 clusters Score -8893103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8893102.000000 Penalty: 5343.439453
	Iteration 34Q: 3 clusters Score -8893102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8893102.000000 Penalty: 5343.439453
	Iteration 35Q: 3 clusters Score -8893102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8893104.000000 Penalty: 5343.439453
	Iteration 36Q: 3 clusters Score -8893104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8893102.000000 Penalty: 5343.439453
	Iteration 37Q: 3 clusters Score -8893102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8893103.000000 Penalty: 5343.439453
	Iteration 38Q: 3 clusters Score -8893103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8893111.000000 Penalty: 5343.439453
	Iteration 39Q: 3 clusters Score -8893111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8893108.000000 Penalty: 5343.439453
	Iteration 40F: 3 clusters Score -8893108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -56667.304688 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -56667.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55242.109375 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -55242.11 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -55560.089844 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -55560.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -55696.343750 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -55696.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55782.992188 Penalty: 3081.452637
	Iteration 3F: 3 clusters Score -55782.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55833.019531 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -55833.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55880.910156 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -55880.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55890.136719 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -55890.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55921.738281 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -55921.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -55967.058594 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -55967.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -55997.503906 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -55997.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56018.531250 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -56018.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56022.148438 Penalty: 3081.452637
	Iteration 11F: 3 clusters Score -56022.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56033.468750 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -56033.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56034.796875 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -56034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -56034.796875 Penalty: 3081.452637
	Iteration 14F: 3 clusters Score -56034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 43008 members 
Mstep: Class 3 contains 45846 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2634 members 
Mstep: Class 6 contains 44154 members 
Mstep: Class 7 contains 42707 members 
Mstep: Class 8 contains 3768 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42530 members 
Mstep: Class 12 contains 42405 members 
Mstep: Class 13 contains 211 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 48431 members 
Mstep: Class 16 contains 42304 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42363 members 
Mstep: Class 19 contains 32014 members 
Mstep: Class 20 contains 42218 members 
Mstep: Class 21 contains 43429 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36677 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47718 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126923688.000000 Penalty: 86770.679688
Iteration 119Q: 27 clusters Score -1.269237e+08 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 43061 members 
Mstep: Class 3 contains 45810 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2629 members 
Mstep: Class 6 contains 44143 members 
Mstep: Class 7 contains 42685 members 
Mstep: Class 8 contains 3778 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 42532 members 
Mstep: Class 11 contains 47656 members 
Mstep: Class 12 contains 42399 members 
Mstep: Class 13 contains 333 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 48457 members 
Mstep: Class 16 contains 42348 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42353 members 
Mstep: Class 19 contains 31950 members 
Mstep: Class 20 contains 42197 members 
Mstep: Class 21 contains 43463 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36770 members 
Mstep: Class 24 contains 1059 members 
Mstep: Class 25 contains 47841 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126924384.000000 Penalty: 86770.679688
Iteration 120F: 27 clusters Score -1.269244e+08 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 43067 members 
Mstep: Class 3 contains 45803 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2627 members 
Mstep: Class 6 contains 44136 members 
Mstep: Class 7 contains 42692 members 
Mstep: Class 8 contains 3775 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 42514 members 
Mstep: Class 11 contains 47864 members 
Mstep: Class 12 contains 42358 members 
Mstep: Class 13 contains 362 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 48439 members 
Mstep: Class 16 contains 42342 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42286 members 
Mstep: Class 19 contains 31890 members 
Mstep: Class 20 contains 42179 members 
Mstep: Class 21 contains 43431 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36818 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 47839 members 
Mstep: Class 26 contains 499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925584.000000 Penalty: 86770.679688
Iteration 121Q: 27 clusters Score -1.269256e+08 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 43081 members 
Mstep: Class 3 contains 45776 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2621 members 
Mstep: Class 6 contains 44085 members 
Mstep: Class 7 contains 42677 members 
Mstep: Class 8 contains 3778 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42510 members 
Mstep: Class 11 contains 47908 members 
Mstep: Class 12 contains 42354 members 
Mstep: Class 13 contains 361 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 48415 members 
Mstep: Class 16 contains 42345 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42283 members 
Mstep: Class 19 contains 31855 members 
Mstep: Class 20 contains 42186 members 
Mstep: Class 21 contains 43453 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36867 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 47844 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925664.000000 Penalty: 86770.679688
Iteration 122Q: 27 clusters Score -1.269257e+08 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 43058 members 
Mstep: Class 3 contains 45764 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2615 members 
Mstep: Class 6 contains 44040 members 
Mstep: Class 7 contains 42656 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42486 members 
Mstep: Class 11 contains 47928 members 
Mstep: Class 12 contains 42381 members 
Mstep: Class 13 contains 354 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 48408 members 
Mstep: Class 16 contains 42337 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42280 members 
Mstep: Class 19 contains 31821 members 
Mstep: Class 20 contains 42218 members 
Mstep: Class 21 contains 43487 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36904 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 47858 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925608.000000 Penalty: 86770.679688
Iteration 123Q: 27 clusters Score -1.269256e+08 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 43056 members 
Mstep: Class 3 contains 45746 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 44002 members 
Mstep: Class 7 contains 42651 members 
Mstep: Class 8 contains 3786 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42475 members 
Mstep: Class 11 contains 47953 members 
Mstep: Class 12 contains 42406 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 846 members 
Mstep: Class 15 contains 48384 members 
Mstep: Class 16 contains 42334 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42314 members 
Mstep: Class 19 contains 31791 members 
Mstep: Class 20 contains 42188 members 
Mstep: Class 21 contains 43499 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36937 members 
Mstep: Class 24 contains 1057 members 
Mstep: Class 25 contains 47886 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925520.000000 Penalty: 86770.679688
Iteration 124Q: 27 clusters Score -1.269255e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 43074 members 
Mstep: Class 3 contains 45713 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 43945 members 
Mstep: Class 7 contains 42639 members 
Mstep: Class 8 contains 3788 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42437 members 
Mstep: Class 11 contains 47953 members 
Mstep: Class 12 contains 42427 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 48368 members 
Mstep: Class 16 contains 42337 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42293 members 
Mstep: Class 19 contains 31758 members 
Mstep: Class 20 contains 42211 members 
Mstep: Class 21 contains 43523 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 36994 members 
Mstep: Class 24 contains 1057 members 
Mstep: Class 25 contains 47955 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925576.000000 Penalty: 86770.679688
Iteration 125Q: 27 clusters Score -1.269256e+08 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 43083 members 
Mstep: Class 3 contains 45717 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2599 members 
Mstep: Class 6 contains 43882 members 
Mstep: Class 7 contains 42659 members 
Mstep: Class 8 contains 3790 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42404 members 
Mstep: Class 11 contains 47933 members 
Mstep: Class 12 contains 42434 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 844 members 
Mstep: Class 15 contains 48341 members 
Mstep: Class 16 contains 42325 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42261 members 
Mstep: Class 19 contains 31721 members 
Mstep: Class 20 contains 42218 members 
Mstep: Class 21 contains 43581 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37060 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 48029 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925904.000000 Penalty: 86770.679688
Iteration 126Q: 27 clusters Score -1.269259e+08 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 43104 members 
Mstep: Class 3 contains 45722 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2592 members 
Mstep: Class 6 contains 43850 members 
Mstep: Class 7 contains 42657 members 
Mstep: Class 8 contains 3790 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42368 members 
Mstep: Class 11 contains 47948 members 
Mstep: Class 12 contains 42484 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 843 members 
Mstep: Class 15 contains 48298 members 
Mstep: Class 16 contains 42320 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42224 members 
Mstep: Class 19 contains 31684 members 
Mstep: Class 20 contains 42230 members 
Mstep: Class 21 contains 43603 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37139 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 48047 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925888.000000 Penalty: 86770.679688
Iteration 127Q: 27 clusters Score -1.269259e+08 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 43123 members 
Mstep: Class 3 contains 45723 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 43842 members 
Mstep: Class 7 contains 42630 members 
Mstep: Class 8 contains 3792 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42341 members 
Mstep: Class 11 contains 47930 members 
Mstep: Class 12 contains 42540 members 
Mstep: Class 13 contains 349 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 48278 members 
Mstep: Class 16 contains 42338 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42209 members 
Mstep: Class 19 contains 31657 members 
Mstep: Class 20 contains 42243 members 
Mstep: Class 21 contains 43625 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37211 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 48017 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926176.000000 Penalty: 86770.679688
Iteration 128Q: 27 clusters Score -1.269262e+08 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 43114 members 
Mstep: Class 3 contains 45720 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2578 members 
Mstep: Class 6 contains 43849 members 
Mstep: Class 7 contains 42589 members 
Mstep: Class 8 contains 3794 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42330 members 
Mstep: Class 11 contains 47937 members 
Mstep: Class 12 contains 42583 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 48207 members 
Mstep: Class 16 contains 42378 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42206 members 
Mstep: Class 19 contains 31629 members 
Mstep: Class 20 contains 42265 members 
Mstep: Class 21 contains 43620 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37283 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 48005 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926224.000000 Penalty: 86770.679688
Iteration 129Q: 27 clusters Score -1.269262e+08 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 43101 members 
Mstep: Class 3 contains 45708 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 43895 members 
Mstep: Class 7 contains 42525 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42324 members 
Mstep: Class 11 contains 47913 members 
Mstep: Class 12 contains 42584 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 841 members 
Mstep: Class 15 contains 48172 members 
Mstep: Class 16 contains 42427 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42218 members 
Mstep: Class 19 contains 31598 members 
Mstep: Class 20 contains 42270 members 
Mstep: Class 21 contains 43604 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37355 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 47987 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926016.000000 Penalty: 86770.679688
Iteration 130Q: 27 clusters Score -1.26926e+08 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 43074 members 
Mstep: Class 3 contains 45687 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 43916 members 
Mstep: Class 7 contains 42499 members 
Mstep: Class 8 contains 3802 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42308 members 
Mstep: Class 11 contains 47906 members 
Mstep: Class 12 contains 42614 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 48143 members 
Mstep: Class 16 contains 42467 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42241 members 
Mstep: Class 19 contains 31572 members 
Mstep: Class 20 contains 42277 members 
Mstep: Class 21 contains 43584 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37433 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 47953 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925864.000000 Penalty: 86770.679688
Iteration 131Q: 27 clusters Score -1.269259e+08 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 43037 members 
Mstep: Class 3 contains 45692 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 43913 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 3806 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42292 members 
Mstep: Class 11 contains 47837 members 
Mstep: Class 12 contains 42632 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 839 members 
Mstep: Class 15 contains 48123 members 
Mstep: Class 16 contains 42498 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42239 members 
Mstep: Class 19 contains 31543 members 
Mstep: Class 20 contains 42263 members 
Mstep: Class 21 contains 43585 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37509 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 47989 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925672.000000 Penalty: 86770.679688
Iteration 132Q: 27 clusters Score -1.269257e+08 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 43012 members 
Mstep: Class 3 contains 45696 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2559 members 
Mstep: Class 6 contains 43912 members 
Mstep: Class 7 contains 42472 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42273 members 
Mstep: Class 11 contains 47825 members 
Mstep: Class 12 contains 42664 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 48035 members 
Mstep: Class 16 contains 42501 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42192 members 
Mstep: Class 19 contains 31520 members 
Mstep: Class 20 contains 42270 members 
Mstep: Class 21 contains 43567 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37615 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 48054 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925960.000000 Penalty: 86770.679688
Iteration 133Q: 27 clusters Score -1.26926e+08 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 42968 members 
Mstep: Class 3 contains 45715 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 43905 members 
Mstep: Class 7 contains 42471 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42280 members 
Mstep: Class 11 contains 47886 members 
Mstep: Class 12 contains 42720 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 47977 members 
Mstep: Class 16 contains 42505 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42210 members 
Mstep: Class 19 contains 31489 members 
Mstep: Class 20 contains 42242 members 
Mstep: Class 21 contains 43481 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37703 members 
Mstep: Class 24 contains 1058 members 
Mstep: Class 25 contains 48025 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926312.000000 Penalty: 86770.679688
Iteration 134Q: 27 clusters Score -1.269263e+08 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 42953 members 
Mstep: Class 3 contains 45738 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2552 members 
Mstep: Class 6 contains 43914 members 
Mstep: Class 7 contains 42506 members 
Mstep: Class 8 contains 3817 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42278 members 
Mstep: Class 11 contains 47864 members 
Mstep: Class 12 contains 42743 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 47962 members 
Mstep: Class 16 contains 42523 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42177 members 
Mstep: Class 19 contains 31457 members 
Mstep: Class 20 contains 42211 members 
Mstep: Class 21 contains 43413 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37833 members 
Mstep: Class 24 contains 1057 members 
Mstep: Class 25 contains 47983 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926416.000000 Penalty: 86770.679688
Iteration 135Q: 27 clusters Score -1.269264e+08 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 42935 members 
Mstep: Class 3 contains 45767 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2549 members 
Mstep: Class 6 contains 43931 members 
Mstep: Class 7 contains 42518 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42298 members 
Mstep: Class 11 contains 47814 members 
Mstep: Class 12 contains 42731 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47904 members 
Mstep: Class 16 contains 42543 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42206 members 
Mstep: Class 19 contains 31413 members 
Mstep: Class 20 contains 42192 members 
Mstep: Class 21 contains 43381 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37948 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 47980 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926600.000000 Penalty: 86770.679688
Iteration 136Q: 27 clusters Score -1.269266e+08 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 42912 members 
Mstep: Class 3 contains 45767 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 43970 members 
Mstep: Class 7 contains 42531 members 
Mstep: Class 8 contains 3824 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42325 members 
Mstep: Class 11 contains 47772 members 
Mstep: Class 12 contains 42722 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47837 members 
Mstep: Class 16 contains 42545 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42204 members 
Mstep: Class 19 contains 31359 members 
Mstep: Class 20 contains 42169 members 
Mstep: Class 21 contains 43367 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38093 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 47975 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926824.000000 Penalty: 86770.679688
Iteration 137Q: 27 clusters Score -1.269268e+08 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 42882 members 
Mstep: Class 3 contains 45786 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 43966 members 
Mstep: Class 7 contains 42565 members 
Mstep: Class 8 contains 3827 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42305 members 
Mstep: Class 11 contains 47720 members 
Mstep: Class 12 contains 42766 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47807 members 
Mstep: Class 16 contains 42565 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42222 members 
Mstep: Class 19 contains 31283 members 
Mstep: Class 20 contains 42159 members 
Mstep: Class 21 contains 43341 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38219 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 47944 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927152.000000 Penalty: 86770.679688
Iteration 138Q: 27 clusters Score -1.269272e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 42869 members 
Mstep: Class 3 contains 45794 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2546 members 
Mstep: Class 6 contains 43968 members 
Mstep: Class 7 contains 42572 members 
Mstep: Class 8 contains 3826 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42303 members 
Mstep: Class 11 contains 47718 members 
Mstep: Class 12 contains 42806 members 
Mstep: Class 13 contains 351 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47771 members 
Mstep: Class 16 contains 42611 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 31227 members 
Mstep: Class 20 contains 42150 members 
Mstep: Class 21 contains 43296 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38383 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 47880 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927280.000000 Penalty: 86770.679688
Iteration 139Q: 27 clusters Score -1.269273e+08 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 42846 members 
Mstep: Class 3 contains 45803 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2538 members 
Mstep: Class 6 contains 43902 members 
Mstep: Class 7 contains 42562 members 
Mstep: Class 8 contains 3830 members 
Mstep: Class 9 contains 749 members 
Mstep: Class 10 contains 42282 members 
Mstep: Class 11 contains 47711 members 
Mstep: Class 12 contains 42811 members 
Mstep: Class 13 contains 350 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47785 members 
Mstep: Class 16 contains 42616 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42188 members 
Mstep: Class 19 contains 31169 members 
Mstep: Class 20 contains 42165 members 
Mstep: Class 21 contains 43292 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38527 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 47875 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927528.000000 Penalty: 86770.679688
Iteration 140F: 27 clusters Score -1.269275e+08 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 42837 members 
Mstep: Class 3 contains 45797 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2534 members 
Mstep: Class 6 contains 43847 members 
Mstep: Class 7 contains 42548 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42264 members 
Mstep: Class 11 contains 47697 members 
Mstep: Class 12 contains 42804 members 
Mstep: Class 13 contains 366 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47784 members 
Mstep: Class 16 contains 42645 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42168 members 
Mstep: Class 19 contains 31117 members 
Mstep: Class 20 contains 42172 members 
Mstep: Class 21 contains 43299 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38650 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 47903 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927928.000000 Penalty: 86770.679688
Iteration 141Q: 27 clusters Score -1.269279e+08 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 42827 members 
Mstep: Class 3 contains 45807 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2529 members 
Mstep: Class 6 contains 43803 members 
Mstep: Class 7 contains 42538 members 
Mstep: Class 8 contains 3835 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42255 members 
Mstep: Class 11 contains 47686 members 
Mstep: Class 12 contains 42768 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47748 members 
Mstep: Class 16 contains 42670 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42140 members 
Mstep: Class 19 contains 31057 members 
Mstep: Class 20 contains 42166 members 
Mstep: Class 21 contains 43326 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38763 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 47975 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927904.000000 Penalty: 86770.679688
Iteration 142Q: 27 clusters Score -1.269279e+08 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 42822 members 
Mstep: Class 3 contains 45819 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2526 members 
Mstep: Class 6 contains 43806 members 
Mstep: Class 7 contains 42543 members 
Mstep: Class 8 contains 3839 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42229 members 
Mstep: Class 11 contains 47698 members 
Mstep: Class 12 contains 42719 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47708 members 
Mstep: Class 16 contains 42686 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42090 members 
Mstep: Class 19 contains 31010 members 
Mstep: Class 20 contains 42189 members 
Mstep: Class 21 contains 43341 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38821 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48045 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928088.000000 Penalty: 86770.679688
Iteration 143Q: 27 clusters Score -1.269281e+08 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 42825 members 
Mstep: Class 3 contains 45836 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2523 members 
Mstep: Class 6 contains 43833 members 
Mstep: Class 7 contains 42528 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42231 members 
Mstep: Class 11 contains 47693 members 
Mstep: Class 12 contains 42689 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47654 members 
Mstep: Class 16 contains 42695 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42061 members 
Mstep: Class 19 contains 30970 members 
Mstep: Class 20 contains 42188 members 
Mstep: Class 21 contains 43325 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38876 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48141 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928120.000000 Penalty: 86770.679688
Iteration 144Q: 27 clusters Score -1.269281e+08 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 42852 members 
Mstep: Class 3 contains 45835 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2521 members 
Mstep: Class 6 contains 43850 members 
Mstep: Class 7 contains 42521 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42222 members 
Mstep: Class 11 contains 47717 members 
Mstep: Class 12 contains 42684 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47603 members 
Mstep: Class 16 contains 42686 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42008 members 
Mstep: Class 19 contains 30939 members 
Mstep: Class 20 contains 42161 members 
Mstep: Class 21 contains 43323 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38966 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48197 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928224.000000 Penalty: 86770.679688
Iteration 145Q: 27 clusters Score -1.269282e+08 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 42877 members 
Mstep: Class 3 contains 45854 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2520 members 
Mstep: Class 6 contains 43832 members 
Mstep: Class 7 contains 42523 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42222 members 
Mstep: Class 11 contains 47730 members 
Mstep: Class 12 contains 42688 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47559 members 
Mstep: Class 16 contains 42688 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41965 members 
Mstep: Class 19 contains 30900 members 
Mstep: Class 20 contains 42159 members 
Mstep: Class 21 contains 43316 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39043 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48209 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928304.000000 Penalty: 86770.679688
Iteration 146Q: 27 clusters Score -1.269283e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 42899 members 
Mstep: Class 3 contains 45897 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2517 members 
Mstep: Class 6 contains 43792 members 
Mstep: Class 7 contains 42529 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42229 members 
Mstep: Class 11 contains 47732 members 
Mstep: Class 12 contains 42710 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47529 members 
Mstep: Class 16 contains 42666 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41923 members 
Mstep: Class 19 contains 30860 members 
Mstep: Class 20 contains 42124 members 
Mstep: Class 21 contains 43314 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39108 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48253 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928648.000000 Penalty: 86770.679688
Iteration 147Q: 27 clusters Score -1.269286e+08 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 42898 members 
Mstep: Class 3 contains 45918 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2514 members 
Mstep: Class 6 contains 43779 members 
Mstep: Class 7 contains 42515 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42286 members 
Mstep: Class 11 contains 47709 members 
Mstep: Class 12 contains 42751 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47495 members 
Mstep: Class 16 contains 42646 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41874 members 
Mstep: Class 19 contains 30830 members 
Mstep: Class 20 contains 42122 members 
Mstep: Class 21 contains 43241 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39175 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48299 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929048.000000 Penalty: 86770.679688
Iteration 148Q: 27 clusters Score -1.26929e+08 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 42888 members 
Mstep: Class 3 contains 45936 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2512 members 
Mstep: Class 6 contains 43788 members 
Mstep: Class 7 contains 42471 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42332 members 
Mstep: Class 11 contains 47750 members 
Mstep: Class 12 contains 42776 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47460 members 
Mstep: Class 16 contains 42645 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41807 members 
Mstep: Class 19 contains 30797 members 
Mstep: Class 20 contains 42132 members 
Mstep: Class 21 contains 43185 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39247 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48311 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929000.000000 Penalty: 86770.679688
Iteration 149Q: 27 clusters Score -1.26929e+08 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 42899 members 
Mstep: Class 3 contains 45941 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2509 members 
Mstep: Class 6 contains 43823 members 
Mstep: Class 7 contains 42451 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42368 members 
Mstep: Class 11 contains 47762 members 
Mstep: Class 12 contains 42806 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47437 members 
Mstep: Class 16 contains 42675 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41751 members 
Mstep: Class 19 contains 30776 members 
Mstep: Class 20 contains 42125 members 
Mstep: Class 21 contains 43120 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39267 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48364 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928984.000000 Penalty: 86770.679688
Iteration 150Q: 27 clusters Score -1.26929e+08 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 42895 members 
Mstep: Class 3 contains 45962 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 43838 members 
Mstep: Class 7 contains 42481 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42360 members 
Mstep: Class 11 contains 47767 members 
Mstep: Class 12 contains 42852 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47444 members 
Mstep: Class 16 contains 42711 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41717 members 
Mstep: Class 19 contains 30738 members 
Mstep: Class 20 contains 42157 members 
Mstep: Class 21 contains 43089 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39228 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48341 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929008.000000 Penalty: 86770.679688
Iteration 151Q: 27 clusters Score -1.26929e+08 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 42899 members 
Mstep: Class 3 contains 45970 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2504 members 
Mstep: Class 6 contains 43880 members 
Mstep: Class 7 contains 42478 members 
Mstep: Class 8 contains 3861 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42380 members 
Mstep: Class 11 contains 47776 members 
Mstep: Class 12 contains 42895 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47450 members 
Mstep: Class 16 contains 42712 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41713 members 
Mstep: Class 19 contains 30712 members 
Mstep: Class 20 contains 42150 members 
Mstep: Class 21 contains 43051 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39190 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48351 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929288.000000 Penalty: 86770.679688
Iteration 152Q: 27 clusters Score -1.269293e+08 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 42890 members 
Mstep: Class 3 contains 45966 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2501 members 
Mstep: Class 6 contains 43936 members 
Mstep: Class 7 contains 42451 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42404 members 
Mstep: Class 11 contains 47779 members 
Mstep: Class 12 contains 42958 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47462 members 
Mstep: Class 16 contains 42717 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41715 members 
Mstep: Class 19 contains 30688 members 
Mstep: Class 20 contains 42150 members 
Mstep: Class 21 contains 43050 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39138 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48344 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929264.000000 Penalty: 86770.679688
Iteration 153Q: 27 clusters Score -1.269293e+08 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 42882 members 
Mstep: Class 3 contains 45980 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2499 members 
Mstep: Class 6 contains 44010 members 
Mstep: Class 7 contains 42416 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42432 members 
Mstep: Class 11 contains 47784 members 
Mstep: Class 12 contains 43004 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47442 members 
Mstep: Class 16 contains 42722 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41724 members 
Mstep: Class 19 contains 30654 members 
Mstep: Class 20 contains 42117 members 
Mstep: Class 21 contains 43021 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39134 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48352 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929168.000000 Penalty: 86770.679688
Iteration 154Q: 27 clusters Score -1.269292e+08 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 42859 members 
Mstep: Class 3 contains 46017 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2500 members 
Mstep: Class 6 contains 44045 members 
Mstep: Class 7 contains 42378 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42452 members 
Mstep: Class 11 contains 47826 members 
Mstep: Class 12 contains 43014 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47455 members 
Mstep: Class 16 contains 42705 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41709 members 
Mstep: Class 19 contains 30596 members 
Mstep: Class 20 contains 42127 members 
Mstep: Class 21 contains 43004 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39149 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48342 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929248.000000 Penalty: 86770.679688
Iteration 155Q: 27 clusters Score -1.269292e+08 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 42836 members 
Mstep: Class 3 contains 46028 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2495 members 
Mstep: Class 6 contains 44094 members 
Mstep: Class 7 contains 42370 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 11 contains 47866 members 
Mstep: Class 12 contains 42964 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47411 members 
Mstep: Class 16 contains 42720 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41724 members 
Mstep: Class 19 contains 30557 members 
Mstep: Class 20 contains 42115 members 
Mstep: Class 21 contains 43014 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39148 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48356 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929776.000000 Penalty: 86770.679688
Iteration 156Q: 27 clusters Score -1.269298e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 42804 members 
Mstep: Class 3 contains 46055 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 44151 members 
Mstep: Class 7 contains 42366 members 
Mstep: Class 8 contains 3847 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42534 members 
Mstep: Class 11 contains 47879 members 
Mstep: Class 12 contains 42904 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47363 members 
Mstep: Class 16 contains 42731 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41763 members 
Mstep: Class 19 contains 30524 members 
Mstep: Class 20 contains 42099 members 
Mstep: Class 21 contains 43003 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39166 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48360 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929960.000000 Penalty: 86770.679688
Iteration 157Q: 27 clusters Score -1.2693e+08 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 42780 members 
Mstep: Class 3 contains 46096 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 44232 members 
Mstep: Class 7 contains 42363 members 
Mstep: Class 8 contains 3848 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42566 members 
Mstep: Class 11 contains 47875 members 
Mstep: Class 12 contains 42871 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47338 members 
Mstep: Class 16 contains 42726 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41811 members 
Mstep: Class 19 contains 30490 members 
Mstep: Class 20 contains 42077 members 
Mstep: Class 21 contains 42989 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39169 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48358 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930216.000000 Penalty: 86770.679688
Iteration 158Q: 27 clusters Score -1.269302e+08 nChanged 3145
Entering ConstructFrom: 
Score: -126930216.000000 Penalty: 86770.679688
Entering ConstructFrom: 
Trying to split cluster 1 (43058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Entering Unmasked Estep 
Score: -7992169.500000 Penalty: 2646.235352
	Iteration 0F: 2 clusters Score -7992170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -7963954.500000 Penalty: 5292.470703
	Iteration 0F: 3 clusters Score -7963954 nChanged 19634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -7974622.500000 Penalty: 5292.470703
	Iteration 1F: 3 clusters Score -7974622 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -7975060.000000 Penalty: 5292.470703
	Iteration 2Q: 3 clusters Score -7975060 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -7975426.000000 Penalty: 5292.470703
	Iteration 3Q: 3 clusters Score -7975426 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -7975729.500000 Penalty: 5292.470703
	Iteration 4Q: 3 clusters Score -7975730 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -7976111.500000 Penalty: 5292.470703
	Iteration 5Q: 3 clusters Score -7976112 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -7976510.000000 Penalty: 5292.470703
	Iteration 6Q: 3 clusters Score -7976510 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -7977240.000000 Penalty: 5292.470703
	Iteration 7Q: 3 clusters Score -7977240 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -7978383.000000 Penalty: 5292.470703
	Iteration 8F: 3 clusters Score -7978383 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -7980338.500000 Penalty: 5292.470703
	Iteration 9F: 3 clusters Score -7980338 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -7983142.500000 Penalty: 5292.470703
	Iteration 10F: 3 clusters Score -7983142 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -7986153.500000 Penalty: 5292.470703
	Iteration 11F: 3 clusters Score -7986154 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -7988296.500000 Penalty: 5292.470703
	Iteration 12F: 3 clusters Score -7988296 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7989257.000000 Penalty: 5292.470703
	Iteration 13Q: 3 clusters Score -7989257 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7989617.000000 Penalty: 5292.470703
	Iteration 14Q: 3 clusters Score -7989617 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -7989768.000000 Penalty: 5292.470703
	Iteration 15Q: 3 clusters Score -7989768 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7989824.000000 Penalty: 5292.470703
	Iteration 16Q: 3 clusters Score -7989824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7989868.500000 Penalty: 5292.470703
	Iteration 17Q: 3 clusters Score -7989868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7989896.000000 Penalty: 5292.470703
	Iteration 18Q: 3 clusters Score -7989896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7989923.000000 Penalty: 5292.470703
	Iteration 19Q: 3 clusters Score -7989923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7989938.000000 Penalty: 5292.470703
	Iteration 20F: 3 clusters Score -7989938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7989948.000000 Penalty: 5292.470703
	Iteration 21Q: 3 clusters Score -7989948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7989955.500000 Penalty: 5292.470703
	Iteration 22Q: 3 clusters Score -7989956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7989959.000000 Penalty: 5292.470703
	Iteration 23Q: 3 clusters Score -7989959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7989958.000000 Penalty: 5292.470703
	Iteration 24Q: 3 clusters Score -7989958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7989958.000000 Penalty: 5292.470703
	Iteration 25F: 3 clusters Score -7989958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Entering Unmasked Estep 
Score: -7898270.000000 Penalty: 2644.646240
	Iteration 0F: 2 clusters Score -7898270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -7869705.500000 Penalty: 5289.292480
	Iteration 0F: 3 clusters Score -7869706 nChanged 19566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -7880622.000000 Penalty: 5289.292480
	Iteration 1F: 3 clusters Score -7880622 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -7881504.500000 Penalty: 5289.292480
	Iteration 2Q: 3 clusters Score -7881504 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -7882623.000000 Penalty: 5289.292480
	Iteration 3F: 3 clusters Score -7882623 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -7884054.000000 Penalty: 5289.292480
	Iteration 4F: 3 clusters Score -7884054 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -7885984.000000 Penalty: 5289.292480
	Iteration 5F: 3 clusters Score -7885984 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -7888690.500000 Penalty: 5289.292480
	Iteration 6F: 3 clusters Score -7888690 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -7891637.000000 Penalty: 5289.292480
	Iteration 7F: 3 clusters Score -7891637 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -7893832.500000 Penalty: 5289.292480
	Iteration 8F: 3 clusters Score -7893832 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -7894849.000000 Penalty: 5289.292480
	Iteration 9Q: 3 clusters Score -7894849 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -7895289.000000 Penalty: 5289.292480
	Iteration 10Q: 3 clusters Score -7895289 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -7895528.500000 Penalty: 5289.292480
	Iteration 11Q: 3 clusters Score -7895528 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -7895657.000000 Penalty: 5289.292480
	Iteration 12Q: 3 clusters Score -7895657 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -7895788.500000 Penalty: 5289.292480
	Iteration 13Q: 3 clusters Score -7895788 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -7895884.000000 Penalty: 5289.292480
	Iteration 14Q: 3 clusters Score -7895884 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -7895975.000000 Penalty: 5289.292480
	Iteration 15Q: 3 clusters Score -7895975 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -7896055.000000 Penalty: 5289.292480
	Iteration 16Q: 3 clusters Score -7896055 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -7896139.000000 Penalty: 5289.292480
	Iteration 17Q: 3 clusters Score -7896139 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -7896198.000000 Penalty: 5289.292480
	Iteration 18Q: 3 clusters Score -7896198 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -7896247.000000 Penalty: 5289.292480
	Iteration 19Q: 3 clusters Score -7896247 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -7896330.500000 Penalty: 5289.292480
	Iteration 20F: 3 clusters Score -7896330 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -7896372.000000 Penalty: 5289.292480
	Iteration 21Q: 3 clusters Score -7896372 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7896443.000000 Penalty: 5289.292480
	Iteration 22Q: 3 clusters Score -7896443 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -7896471.500000 Penalty: 5289.292480
	Iteration 23Q: 3 clusters Score -7896472 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -7896491.500000 Penalty: 5289.292480
	Iteration 24Q: 3 clusters Score -7896492 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -7896529.500000 Penalty: 5289.292480
	Iteration 25Q: 3 clusters Score -7896530 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -7896556.500000 Penalty: 5289.292480
	Iteration 26Q: 3 clusters Score -7896556 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -7896606.000000 Penalty: 5289.292480
	Iteration 27Q: 3 clusters Score -7896606 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -7896618.000000 Penalty: 5289.292480
	Iteration 28Q: 3 clusters Score -7896618 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -7896654.000000 Penalty: 5289.292480
	Iteration 29Q: 3 clusters Score -7896654 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -7896691.500000 Penalty: 5289.292480
	Iteration 30Q: 3 clusters Score -7896692 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -7896713.000000 Penalty: 5289.292480
	Iteration 31Q: 3 clusters Score -7896713 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -7896753.000000 Penalty: 5289.292480
	Iteration 32Q: 3 clusters Score -7896753 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -7896762.500000 Penalty: 5289.292480
	Iteration 33Q: 3 clusters Score -7896762 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -7896784.500000 Penalty: 5289.292480
	Iteration 34Q: 3 clusters Score -7896784 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -7896801.500000 Penalty: 5289.292480
	Iteration 35Q: 3 clusters Score -7896802 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -7896823.000000 Penalty: 5289.292480
	Iteration 36Q: 3 clusters Score -7896823 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -7896847.000000 Penalty: 5289.292480
	Iteration 37Q: 3 clusters Score -7896847 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -7896865.000000 Penalty: 5289.292480
	Iteration 38Q: 3 clusters Score -7896865 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -7896869.500000 Penalty: 5289.292480
	Iteration 39Q: 3 clusters Score -7896870 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -7896894.500000 Penalty: 5289.292480
	Iteration 40F: 3 clusters Score -7896894 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -7896911.500000 Penalty: 5289.292480
	Iteration 41Q: 3 clusters Score -7896912 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -7896928.500000 Penalty: 5289.292480
	Iteration 42Q: 3 clusters Score -7896928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -7896963.500000 Penalty: 5289.292480
	Iteration 43Q: 3 clusters Score -7896964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -7896959.000000 Penalty: 5289.292480
	Iteration 44Q: 3 clusters Score -7896959 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -7896974.500000 Penalty: 5289.292480
	Iteration 45Q: 3 clusters Score -7896974 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -7896982.500000 Penalty: 5289.292480
	Iteration 46Q: 3 clusters Score -7896982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -7896996.500000 Penalty: 5289.292480
	Iteration 47Q: 3 clusters Score -7896996 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -7897006.500000 Penalty: 5289.292480
	Iteration 48Q: 3 clusters Score -7897006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -7897017.500000 Penalty: 5289.292480
	Iteration 49Q: 3 clusters Score -7897018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -7897023.000000 Penalty: 5289.292480
	Iteration 50Q: 3 clusters Score -7897023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -7897039.000000 Penalty: 5289.292480
	Iteration 51Q: 3 clusters Score -7897039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -7897031.000000 Penalty: 5289.292480
	Iteration 52Q: 3 clusters Score -7897031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -7897040.500000 Penalty: 5289.292480
	Iteration 53Q: 3 clusters Score -7897040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -7897049.000000 Penalty: 5289.292480
	Iteration 54Q: 3 clusters Score -7897049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -7897037.500000 Penalty: 5289.292480
	Iteration 55Q: 3 clusters Score -7897038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -7897042.000000 Penalty: 5289.292480
	Iteration 56Q: 3 clusters Score -7897042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -7897054.000000 Penalty: 5289.292480
	Iteration 57Q: 3 clusters Score -7897054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -7897056.000000 Penalty: 5289.292480
	Iteration 58Q: 3 clusters Score -7897056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -7897071.500000 Penalty: 5289.292480
	Iteration 59Q: 3 clusters Score -7897072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -7897073.000000 Penalty: 5289.292480
	Iteration 60F: 3 clusters Score -7897073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -7897075.000000 Penalty: 5289.292480
	Iteration 61Q: 3 clusters Score -7897075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -7897086.000000 Penalty: 5289.292480
	Iteration 62Q: 3 clusters Score -7897086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -7897070.000000 Penalty: 5289.292480
	Iteration 63Q: 3 clusters Score -7897070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -7897059.000000 Penalty: 5289.292480
	Iteration 64Q: 3 clusters Score -7897059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -7897052.000000 Penalty: 5289.292480
	Iteration 65Q: 3 clusters Score -7897052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -7897066.000000 Penalty: 5289.292480
	Iteration 66Q: 3 clusters Score -7897066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -7897069.000000 Penalty: 5289.292480
	Iteration 67Q: 3 clusters Score -7897069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -7897067.000000 Penalty: 5289.292480
	Iteration 68Q: 3 clusters Score -7897067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -7897069.500000 Penalty: 5289.292480
	Iteration 69Q: 3 clusters Score -7897070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -7897066.000000 Penalty: 5289.292480
	Iteration 70Q: 3 clusters Score -7897066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -7897073.000000 Penalty: 5289.292480
	Iteration 71Q: 3 clusters Score -7897073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -7897073.000000 Penalty: 5289.292480
	Iteration 72F: 3 clusters Score -7897073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Entering Unmasked Estep 
Score: -8437095.000000 Penalty: 2663.234863
	Iteration 0F: 2 clusters Score -8437095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -8406786.000000 Penalty: 5326.469727
	Iteration 0F: 3 clusters Score -8406786 nChanged 21141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -8418271.000000 Penalty: 5326.469727
	Iteration 1F: 3 clusters Score -8418271 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -8418732.000000 Penalty: 5326.469727
	Iteration 2Q: 3 clusters Score -8418732 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -8419231.000000 Penalty: 5326.469727
	Iteration 3Q: 3 clusters Score -8419231 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -8419706.000000 Penalty: 5326.469727
	Iteration 4Q: 3 clusters Score -8419706 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -8420245.000000 Penalty: 5326.469727
	Iteration 5Q: 3 clusters Score -8420245 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -8421032.000000 Penalty: 5326.469727
	Iteration 6Q: 3 clusters Score -8421032 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -8422077.000000 Penalty: 5326.469727
	Iteration 7Q: 3 clusters Score -8422077 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -8423644.000000 Penalty: 5326.469727
	Iteration 8F: 3 clusters Score -8423644 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -8425791.000000 Penalty: 5326.469727
	Iteration 9F: 3 clusters Score -8425791 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -8428231.000000 Penalty: 5326.469727
	Iteration 10F: 3 clusters Score -8428231 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -8430538.000000 Penalty: 5326.469727
	Iteration 11F: 3 clusters Score -8430538 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -8432178.000000 Penalty: 5326.469727
	Iteration 12Q: 3 clusters Score -8432178 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -8433314.000000 Penalty: 5326.469727
	Iteration 13Q: 3 clusters Score -8433314 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -8434008.000000 Penalty: 5326.469727
	Iteration 14Q: 3 clusters Score -8434008 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -8434368.000000 Penalty: 5326.469727
	Iteration 15Q: 3 clusters Score -8434368 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -8434565.000000 Penalty: 5326.469727
	Iteration 16Q: 3 clusters Score -8434565 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -8434687.000000 Penalty: 5326.469727
	Iteration 17Q: 3 clusters Score -8434687 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -8434770.000000 Penalty: 5326.469727
	Iteration 18Q: 3 clusters Score -8434770 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -8434802.000000 Penalty: 5326.469727
	Iteration 19Q: 3 clusters Score -8434802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -8434829.000000 Penalty: 5326.469727
	Iteration 20F: 3 clusters Score -8434829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -8434875.000000 Penalty: 5326.469727
	Iteration 21Q: 3 clusters Score -8434875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -8434896.000000 Penalty: 5326.469727
	Iteration 22Q: 3 clusters Score -8434896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -8434904.000000 Penalty: 5326.469727
	Iteration 23Q: 3 clusters Score -8434904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -8434910.000000 Penalty: 5326.469727
	Iteration 24Q: 3 clusters Score -8434910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -8434933.000000 Penalty: 5326.469727
	Iteration 25Q: 3 clusters Score -8434933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -8434948.000000 Penalty: 5326.469727
	Iteration 26Q: 3 clusters Score -8434948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -8434947.000000 Penalty: 5326.469727
	Iteration 27Q: 3 clusters Score -8434947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -8434950.000000 Penalty: 5326.469727
	Iteration 28Q: 3 clusters Score -8434950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -8434962.000000 Penalty: 5326.469727
	Iteration 29Q: 3 clusters Score -8434962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -8434971.000000 Penalty: 5326.469727
	Iteration 30Q: 3 clusters Score -8434971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -8434971.000000 Penalty: 5326.469727
	Iteration 31Q: 3 clusters Score -8434971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -8434982.000000 Penalty: 5326.469727
	Iteration 32Q: 3 clusters Score -8434982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -8434979.000000 Penalty: 5326.469727
	Iteration 33Q: 3 clusters Score -8434979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -8434985.000000 Penalty: 5326.469727
	Iteration 34Q: 3 clusters Score -8434985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -8434985.000000 Penalty: 5326.469727
	Iteration 35Q: 3 clusters Score -8434985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -8434989.000000 Penalty: 5326.469727
	Iteration 36Q: 3 clusters Score -8434989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -8434990.000000 Penalty: 5326.469727
	Iteration 37Q: 3 clusters Score -8434990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -8434992.000000 Penalty: 5326.469727
	Iteration 38Q: 3 clusters Score -8434992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -8434991.000000 Penalty: 5326.469727
	Iteration 39Q: 3 clusters Score -8434991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -8434991.000000 Penalty: 5326.469727
	Iteration 40F: 3 clusters Score -8434991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Entering Unmasked Estep 
Score: -202336.796875 Penalty: 1749.503540
	Iteration 0F: 2 clusters Score -202336.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -200386.218750 Penalty: 3499.007080
	Iteration 0F: 3 clusters Score -200386.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -200980.750000 Penalty: 3499.007080
	Iteration 1F: 3 clusters Score -200980.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -201329.859375 Penalty: 3499.007080
	Iteration 2F: 3 clusters Score -201329.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -201680.437500 Penalty: 3499.007080
	Iteration 3F: 3 clusters Score -201680.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -201945.203125 Penalty: 3499.007080
	Iteration 4F: 3 clusters Score -201945.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -202116.937500 Penalty: 3499.007080
	Iteration 5Q: 3 clusters Score -202116.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -202210.609375 Penalty: 3499.007080
	Iteration 6Q: 3 clusters Score -202210.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -202279.859375 Penalty: 3499.007080
	Iteration 7Q: 3 clusters Score -202279.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -202306.546875 Penalty: 3499.007080
	Iteration 8Q: 3 clusters Score -202306.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -202316.578125 Penalty: 3499.007080
	Iteration 9Q: 3 clusters Score -202316.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -202317.843750 Penalty: 3499.007080
	Iteration 10Q: 3 clusters Score -202317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -202319.578125 Penalty: 3499.007080
	Iteration 11Q: 3 clusters Score -202319.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -202319.578125 Penalty: 3499.007080
	Iteration 12F: 3 clusters Score -202319.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -433799.812500 Penalty: 1939.468994
	Iteration 0F: 2 clusters Score -433799.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -430834.500000 Penalty: 3878.937988
	Iteration 0F: 3 clusters Score -430834.5 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -431415.437500 Penalty: 3878.937988
	Iteration 1F: 3 clusters Score -431415.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -431601.468750 Penalty: 3878.937988
	Iteration 2F: 3 clusters Score -431601.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -431705.000000 Penalty: 3878.937988
	Iteration 3F: 3 clusters Score -431705 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -431763.031250 Penalty: 3878.937988
	Iteration 4Q: 3 clusters Score -431763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -431806.562500 Penalty: 3878.937988
	Iteration 5Q: 3 clusters Score -431806.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -431844.906250 Penalty: 3878.937988
	Iteration 6Q: 3 clusters Score -431844.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -431897.062500 Penalty: 3878.937988
	Iteration 7Q: 3 clusters Score -431897.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -431937.562500 Penalty: 3878.937988
	Iteration 8Q: 3 clusters Score -431937.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -431971.937500 Penalty: 3878.937988
	Iteration 9Q: 3 clusters Score -431971.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -431985.375000 Penalty: 3878.937988
	Iteration 10Q: 3 clusters Score -431985.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -431998.968750 Penalty: 3878.937988
	Iteration 11Q: 3 clusters Score -431999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -432022.156250 Penalty: 3878.937988
	Iteration 12Q: 3 clusters Score -432022.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -432050.250000 Penalty: 3878.937988
	Iteration 13Q: 3 clusters Score -432050.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -432068.531250 Penalty: 3878.937988
	Iteration 14Q: 3 clusters Score -432068.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -432087.312500 Penalty: 3878.937988
	Iteration 15Q: 3 clusters Score -432087.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -432106.187500 Penalty: 3878.937988
	Iteration 16Q: 3 clusters Score -432106.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -432121.375000 Penalty: 3878.937988
	Iteration 17Q: 3 clusters Score -432121.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -432134.062500 Penalty: 3878.937988
	Iteration 18Q: 3 clusters Score -432134.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -432142.187500 Penalty: 3878.937988
	Iteration 19Q: 3 clusters Score -432142.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -432151.968750 Penalty: 3878.937988
	Iteration 20F: 3 clusters Score -432152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -432159.593750 Penalty: 3878.937988
	Iteration 21Q: 3 clusters Score -432159.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -432161.750000 Penalty: 3878.937988
	Iteration 22Q: 3 clusters Score -432161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -432164.062500 Penalty: 3878.937988
	Iteration 23Q: 3 clusters Score -432164.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -432164.843750 Penalty: 3878.937988
	Iteration 24Q: 3 clusters Score -432164.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -432165.937500 Penalty: 3878.937988
	Iteration 25Q: 3 clusters Score -432165.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -432165.937500 Penalty: 3878.937988
	Iteration 26F: 3 clusters Score -432165.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Entering Unmasked Estep 
Score: -8265812.000000 Penalty: 2653.242920
	Iteration 0F: 2 clusters Score -8265812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -8237264.000000 Penalty: 5306.485840
	Iteration 0F: 3 clusters Score -8237264 nChanged 20223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -8248268.000000 Penalty: 5306.485840
	Iteration 1F: 3 clusters Score -8248268 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -8248896.000000 Penalty: 5306.485840
	Iteration 2Q: 3 clusters Score -8248896 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -8249471.500000 Penalty: 5306.485840
	Iteration 3Q: 3 clusters Score -8249472 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -8250043.000000 Penalty: 5306.485840
	Iteration 4Q: 3 clusters Score -8250043 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -8250658.500000 Penalty: 5306.485840
	Iteration 5Q: 3 clusters Score -8250658 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -8251419.500000 Penalty: 5306.485840
	Iteration 6Q: 3 clusters Score -8251420 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -8252388.000000 Penalty: 5306.485840
	Iteration 7Q: 3 clusters Score -8252388 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -8253543.000000 Penalty: 5306.485840
	Iteration 8Q: 3 clusters Score -8253543 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -8254960.500000 Penalty: 5306.485840
	Iteration 9Q: 3 clusters Score -8254960 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -8256567.500000 Penalty: 5306.485840
	Iteration 10F: 3 clusters Score -8256568 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -8257792.000000 Penalty: 5306.485840
	Iteration 11Q: 3 clusters Score -8257792 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -8258498.500000 Penalty: 5306.485840
	Iteration 12Q: 3 clusters Score -8258498 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -8258795.000000 Penalty: 5306.485840
	Iteration 13Q: 3 clusters Score -8258795 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -8258936.000000 Penalty: 5306.485840
	Iteration 14Q: 3 clusters Score -8258936 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -8259057.500000 Penalty: 5306.485840
	Iteration 15Q: 3 clusters Score -8259058 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -8259167.500000 Penalty: 5306.485840
	Iteration 16Q: 3 clusters Score -8259168 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -8259283.000000 Penalty: 5306.485840
	Iteration 17Q: 3 clusters Score -8259283 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -8259371.500000 Penalty: 5306.485840
	Iteration 18Q: 3 clusters Score -8259372 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -8259462.000000 Penalty: 5306.485840
	Iteration 19Q: 3 clusters Score -8259462 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -8259583.000000 Penalty: 5306.485840
	Iteration 20F: 3 clusters Score -8259583 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -8259711.500000 Penalty: 5306.485840
	Iteration 21Q: 3 clusters Score -8259712 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -8259813.500000 Penalty: 5306.485840
	Iteration 22Q: 3 clusters Score -8259814 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -8259857.500000 Penalty: 5306.485840
	Iteration 23Q: 3 clusters Score -8259858 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -8259915.500000 Penalty: 5306.485840
	Iteration 24Q: 3 clusters Score -8259916 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -8259966.000000 Penalty: 5306.485840
	Iteration 25Q: 3 clusters Score -8259966 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -8260034.500000 Penalty: 5306.485840
	Iteration 26Q: 3 clusters Score -8260034 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -8260107.000000 Penalty: 5306.485840
	Iteration 27Q: 3 clusters Score -8260107 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -8260140.000000 Penalty: 5306.485840
	Iteration 28Q: 3 clusters Score -8260140 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -8260213.000000 Penalty: 5306.485840
	Iteration 29Q: 3 clusters Score -8260213 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -8260249.500000 Penalty: 5306.485840
	Iteration 30Q: 3 clusters Score -8260250 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -8260305.500000 Penalty: 5306.485840
	Iteration 31Q: 3 clusters Score -8260306 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -8260365.500000 Penalty: 5306.485840
	Iteration 32Q: 3 clusters Score -8260366 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -8260398.000000 Penalty: 5306.485840
	Iteration 33Q: 3 clusters Score -8260398 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -8260447.000000 Penalty: 5306.485840
	Iteration 34Q: 3 clusters Score -8260447 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -8260472.000000 Penalty: 5306.485840
	Iteration 35Q: 3 clusters Score -8260472 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -8260496.500000 Penalty: 5306.485840
	Iteration 36Q: 3 clusters Score -8260496 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -8260513.000000 Penalty: 5306.485840
	Iteration 37Q: 3 clusters Score -8260513 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -8260548.000000 Penalty: 5306.485840
	Iteration 38Q: 3 clusters Score -8260548 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -8260569.000000 Penalty: 5306.485840
	Iteration 39Q: 3 clusters Score -8260569 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -8260600.000000 Penalty: 5306.485840
	Iteration 40F: 3 clusters Score -8260600 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -8260593.500000 Penalty: 5306.485840
	Iteration 41Q: 3 clusters Score -8260594 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -8260597.500000 Penalty: 5306.485840
	Iteration 42Q: 3 clusters Score -8260598 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -8260605.500000 Penalty: 5306.485840
	Iteration 43Q: 3 clusters Score -8260606 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -8260623.500000 Penalty: 5306.485840
	Iteration 44Q: 3 clusters Score -8260624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -8260630.000000 Penalty: 5306.485840
	Iteration 45Q: 3 clusters Score -8260630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -8260625.000000 Penalty: 5306.485840
	Iteration 46Q: 3 clusters Score -8260625 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -8260617.500000 Penalty: 5306.485840
	Iteration 47Q: 3 clusters Score -8260618 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -8260632.500000 Penalty: 5306.485840
	Iteration 48Q: 3 clusters Score -8260632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -8260625.000000 Penalty: 5306.485840
	Iteration 49Q: 3 clusters Score -8260625 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -8260616.500000 Penalty: 5306.485840
	Iteration 50Q: 3 clusters Score -8260616 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -8260610.500000 Penalty: 5306.485840
	Iteration 51Q: 3 clusters Score -8260610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -8260615.000000 Penalty: 5306.485840
	Iteration 52Q: 3 clusters Score -8260615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -8260621.000000 Penalty: 5306.485840
	Iteration 53Q: 3 clusters Score -8260621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -8260622.000000 Penalty: 5306.485840
	Iteration 54Q: 3 clusters Score -8260622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -8260634.500000 Penalty: 5306.485840
	Iteration 55Q: 3 clusters Score -8260634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -8260623.500000 Penalty: 5306.485840
	Iteration 56Q: 3 clusters Score -8260624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -8260634.000000 Penalty: 5306.485840
	Iteration 57Q: 3 clusters Score -8260634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -8260631.000000 Penalty: 5306.485840
	Iteration 58Q: 3 clusters Score -8260631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -8260635.500000 Penalty: 5306.485840
	Iteration 59Q: 3 clusters Score -8260636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -8260629.000000 Penalty: 5306.485840
	Iteration 60F: 3 clusters Score -8260629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -8260633.500000 Penalty: 5306.485840
	Iteration 61Q: 3 clusters Score -8260634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -8260643.000000 Penalty: 5306.485840
	Iteration 62Q: 3 clusters Score -8260643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -8260644.500000 Penalty: 5306.485840
	Iteration 63Q: 3 clusters Score -8260644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -8260623.000000 Penalty: 5306.485840
	Iteration 64Q: 3 clusters Score -8260623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -8260633.000000 Penalty: 5306.485840
	Iteration 65Q: 3 clusters Score -8260633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -8260629.000000 Penalty: 5306.485840
	Iteration 66Q: 3 clusters Score -8260629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -8260630.500000 Penalty: 5306.485840
	Iteration 67Q: 3 clusters Score -8260630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -8260633.000000 Penalty: 5306.485840
	Iteration 68Q: 3 clusters Score -8260633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -8260633.000000 Penalty: 5306.485840
	Iteration 69Q: 3 clusters Score -8260633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -8260638.500000 Penalty: 5306.485840
	Iteration 70Q: 3 clusters Score -8260638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -8260635.500000 Penalty: 5306.485840
	Iteration 71Q: 3 clusters Score -8260636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -8260636.000000 Penalty: 5306.485840
	Iteration 72Q: 3 clusters Score -8260636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -8260631.500000 Penalty: 5306.485840
	Iteration 73Q: 3 clusters Score -8260632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -8260632.500000 Penalty: 5306.485840
	Iteration 74Q: 3 clusters Score -8260632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -8260630.500000 Penalty: 5306.485840
	Iteration 75Q: 3 clusters Score -8260630 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8260634 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8260626 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8260630 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8260626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8260629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8260634 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8260622 nChanged 12
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Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8260636 nChanged 6
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Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8260634 nChanged 3
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Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8260640 nChanged 6
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Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8260632 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8260634 nChanged 8
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Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8260630 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8260636 nChanged 18
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Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8260644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8260632 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8260628 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8260629 nChanged 14
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Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8260641 nChanged 16
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Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8260650 nChanged 19
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Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 17293 members 
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	Iteration 96Q: 3 clusters Score -8260667 nChanged 27
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Mstep: Class 1 contains 27020 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8260670 nChanged 24
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Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8260646 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8260664 nChanged 34
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Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8260666 nChanged 34
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Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8260666 nChanged 37
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Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8260668 nChanged 38
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Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8260662 nChanged 33
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Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8260669 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8260663 nChanged 28
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Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 17053 members 
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	Iteration 106Q: 3 clusters Score -8260668 nChanged 23
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Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8260664 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8260668 nChanged 20
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Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8260672 nChanged 21
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Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8260668 nChanged 13
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Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8260670 nChanged 19
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Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8260670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8260692 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8260682 nChanged 22
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Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8260678 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 16923 members 
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	Iteration 116Q: 3 clusters Score -8260685 nChanged 28
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Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 16907 members 
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	Iteration 117Q: 3 clusters Score -8260673 nChanged 23
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Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8260674 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8260668 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8260682 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8260692 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8260688 nChanged 18
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Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 16833 members 
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	Iteration 123Q: 3 clusters Score -8260674 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 16820 members 
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	Iteration 124Q: 3 clusters Score -8260679 nChanged 23
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Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8260682 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8260693 nChanged 16
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Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8260696 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 16754 members 
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	Iteration 128Q: 3 clusters Score -8260688 nChanged 23
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Mstep: Class 1 contains 27557 members 
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	Iteration 129Q: 3 clusters Score -8260698 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27568 members 
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	Iteration 130Q: 3 clusters Score -8260698 nChanged 15
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Mstep: Class 1 contains 27581 members 
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	Iteration 131Q: 3 clusters Score -8260699 nChanged 13
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Mstep: Class 1 contains 27590 members 
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	Iteration 132Q: 3 clusters Score -8260697 nChanged 15
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Mstep: Class 1 contains 27603 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8260696 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27616 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8260701 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27626 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8260700 nChanged 20
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Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8260694 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27645 members 
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	Iteration 137Q: 3 clusters Score -8260695 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8260702 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27670 members 
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	Iteration 139Q: 3 clusters Score -8260698 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8260686 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8260692 nChanged 13
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Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 16586 members 
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	Iteration 142Q: 3 clusters Score -8260691 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27713 members 
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	Iteration 143Q: 3 clusters Score -8260698 nChanged 9
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Mstep: Class 1 contains 27722 members 
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	Iteration 144Q: 3 clusters Score -8260699 nChanged 9
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Mstep: Class 1 contains 27731 members 
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	Iteration 145Q: 3 clusters Score -8260690 nChanged 11
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Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 16550 members 
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	Iteration 146Q: 3 clusters Score -8260689 nChanged 12
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Mstep: Class 1 contains 27754 members 
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	Iteration 147Q: 3 clusters Score -8260691 nChanged 15
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Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 16523 members 
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	Iteration 148Q: 3 clusters Score -8260693 nChanged 22
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Mstep: Class 1 contains 27785 members 
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	Iteration 149Q: 3 clusters Score -8260696 nChanged 18
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Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 16489 members 
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	Iteration 150Q: 3 clusters Score -8260686 nChanged 24
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	Iteration 151Q: 3 clusters Score -8260695 nChanged 28
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Mstep: Class 1 contains 27853 members 
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	Iteration 152Q: 3 clusters Score -8260692 nChanged 33
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Mstep: Class 1 contains 27880 members 
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	Iteration 153Q: 3 clusters Score -8260698 nChanged 38
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	Iteration 154Q: 3 clusters Score -8260708 nChanged 30
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Mstep: Class 1 contains 27944 members 
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	Iteration 155Q: 3 clusters Score -8260681 nChanged 19
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	Iteration 156Q: 3 clusters Score -8260687 nChanged 27
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	Iteration 157Q: 3 clusters Score -8260697 nChanged 27
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	Iteration 158Q: 3 clusters Score -8260708 nChanged 23
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	Iteration 159Q: 3 clusters Score -8260698 nChanged 20
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	Iteration 160F: 3 clusters Score -8260700 nChanged 24
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	Iteration 161Q: 3 clusters Score -8260697 nChanged 15
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Mstep: Class 1 contains 28073 members 
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	Iteration 162Q: 3 clusters Score -8260690 nChanged 18
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Mstep: Class 1 contains 28083 members 
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	Iteration 163Q: 3 clusters Score -8260694 nChanged 16
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	Iteration 164Q: 3 clusters Score -8260684 nChanged 13
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	Iteration 165Q: 3 clusters Score -8260692 nChanged 14
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Mstep: Class 1 contains 28100 members 
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	Iteration 166Q: 3 clusters Score -8260692 nChanged 15
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Mstep: Class 1 contains 28111 members 
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	Iteration 167Q: 3 clusters Score -8260689 nChanged 13
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Score: -8260688.000000 Penalty: 5306.485840
	Iteration 168Q: 3 clusters Score -8260688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -8260693.000000 Penalty: 5306.485840
	Iteration 169Q: 3 clusters Score -8260693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -8260691.500000 Penalty: 5306.485840
	Iteration 170Q: 3 clusters Score -8260692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -8260696.500000 Penalty: 5306.485840
	Iteration 171Q: 3 clusters Score -8260696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -8260693.500000 Penalty: 5306.485840
	Iteration 172Q: 3 clusters Score -8260694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -8260706.000000 Penalty: 5306.485840
	Iteration 173Q: 3 clusters Score -8260706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -8260690.500000 Penalty: 5306.485840
	Iteration 174Q: 3 clusters Score -8260690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -8260690.500000 Penalty: 5306.485840
	Iteration 175F: 3 clusters Score -8260690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Entering Unmasked Estep 
Score: -7770033.000000 Penalty: 2642.299316
	Iteration 0F: 2 clusters Score -7770033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -7741356.500000 Penalty: 5284.598633
	Iteration 0F: 3 clusters Score -7741356 nChanged 19460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -7752265.000000 Penalty: 5284.598633
	Iteration 1F: 3 clusters Score -7752265 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -7753011.500000 Penalty: 5284.598633
	Iteration 2Q: 3 clusters Score -7753012 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -7753892.500000 Penalty: 5284.598633
	Iteration 3Q: 3 clusters Score -7753892 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -7755189.000000 Penalty: 5284.598633
	Iteration 4F: 3 clusters Score -7755189 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -7757181.000000 Penalty: 5284.598633
	Iteration 5F: 3 clusters Score -7757181 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -7759638.500000 Penalty: 5284.598633
	Iteration 6F: 3 clusters Score -7759638 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -7762302.500000 Penalty: 5284.598633
	Iteration 7F: 3 clusters Score -7762302 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -7764508.000000 Penalty: 5284.598633
	Iteration 8F: 3 clusters Score -7764508 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -7765948.000000 Penalty: 5284.598633
	Iteration 9Q: 3 clusters Score -7765948 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -7766778.500000 Penalty: 5284.598633
	Iteration 10Q: 3 clusters Score -7766778 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -7767204.000000 Penalty: 5284.598633
	Iteration 11Q: 3 clusters Score -7767204 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -7767412.000000 Penalty: 5284.598633
	Iteration 12Q: 3 clusters Score -7767412 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -7767525.500000 Penalty: 5284.598633
	Iteration 13Q: 3 clusters Score -7767526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -7767567.500000 Penalty: 5284.598633
	Iteration 14Q: 3 clusters Score -7767568 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -7767621.000000 Penalty: 5284.598633
	Iteration 15Q: 3 clusters Score -7767621 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -7767642.000000 Penalty: 5284.598633
	Iteration 16Q: 3 clusters Score -7767642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -7767647.000000 Penalty: 5284.598633
	Iteration 17Q: 3 clusters Score -7767647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -7767653.500000 Penalty: 5284.598633
	Iteration 18Q: 3 clusters Score -7767654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -7767661.500000 Penalty: 5284.598633
	Iteration 19Q: 3 clusters Score -7767662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -7767664.500000 Penalty: 5284.598633
	Iteration 20F: 3 clusters Score -7767664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -7767664.500000 Penalty: 5284.598633
	Iteration 21Q: 3 clusters Score -7767664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -7767664.500000 Penalty: 5284.598633
	Iteration 22F: 3 clusters Score -7767664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Entering Unmasked Estep 
Score: -705201.187500 Penalty: 2047.380981
	Iteration 0F: 2 clusters Score -705201.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -701478.875000 Penalty: 4094.761963
	Iteration 0F: 3 clusters Score -701478.9 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -702239.562500 Penalty: 4094.761963
	Iteration 1F: 3 clusters Score -702239.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -702383.375000 Penalty: 4094.761963
	Iteration 2F: 3 clusters Score -702383.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -702478.312500 Penalty: 4094.761963
	Iteration 3Q: 3 clusters Score -702478.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -702529.500000 Penalty: 4094.761963
	Iteration 4Q: 3 clusters Score -702529.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -702562.562500 Penalty: 4094.761963
	Iteration 5Q: 3 clusters Score -702562.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -702584.625000 Penalty: 4094.761963
	Iteration 6Q: 3 clusters Score -702584.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -702601.437500 Penalty: 4094.761963
	Iteration 7Q: 3 clusters Score -702601.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -702611.562500 Penalty: 4094.761963
	Iteration 8Q: 3 clusters Score -702611.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -702626.687500 Penalty: 4094.761963
	Iteration 9Q: 3 clusters Score -702626.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -702636.375000 Penalty: 4094.761963
	Iteration 10Q: 3 clusters Score -702636.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -702645.187500 Penalty: 4094.761963
	Iteration 11Q: 3 clusters Score -702645.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -702657.687500 Penalty: 4094.761963
	Iteration 12Q: 3 clusters Score -702657.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -702662.812500 Penalty: 4094.761963
	Iteration 13Q: 3 clusters Score -702662.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -702668.750000 Penalty: 4094.761963
	Iteration 14Q: 3 clusters Score -702668.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -702670.062500 Penalty: 4094.761963
	Iteration 15Q: 3 clusters Score -702670.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -702672.125000 Penalty: 4094.761963
	Iteration 16Q: 3 clusters Score -702672.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -702672.937500 Penalty: 4094.761963
	Iteration 17Q: 3 clusters Score -702672.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -702674.062500 Penalty: 4094.761963
	Iteration 18Q: 3 clusters Score -702674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -702675.125000 Penalty: 4094.761963
	Iteration 19Q: 3 clusters Score -702675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -702676.687500 Penalty: 4094.761963
	Iteration 20F: 3 clusters Score -702676.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -702679.750000 Penalty: 4094.761963
	Iteration 21Q: 3 clusters Score -702679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -702682.687500 Penalty: 4094.761963
	Iteration 22Q: 3 clusters Score -702682.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -702685.875000 Penalty: 4094.761963
	Iteration 23Q: 3 clusters Score -702685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -702687.875000 Penalty: 4094.761963
	Iteration 24Q: 3 clusters Score -702687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -702689.687500 Penalty: 4094.761963
	Iteration 25Q: 3 clusters Score -702689.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -702693.062500 Penalty: 4094.761963
	Iteration 26Q: 3 clusters Score -702693.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -702695.187500 Penalty: 4094.761963
	Iteration 27Q: 3 clusters Score -702695.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -702701.375000 Penalty: 4094.761963
	Iteration 28Q: 3 clusters Score -702701.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -702705.500000 Penalty: 4094.761963
	Iteration 29Q: 3 clusters Score -702705.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -702711.375000 Penalty: 4094.761963
	Iteration 30Q: 3 clusters Score -702711.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -702719.000000 Penalty: 4094.761963
	Iteration 31Q: 3 clusters Score -702719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -702725.375000 Penalty: 4094.761963
	Iteration 32Q: 3 clusters Score -702725.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -702728.937500 Penalty: 4094.761963
	Iteration 33Q: 3 clusters Score -702728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -702731.500000 Penalty: 4094.761963
	Iteration 34Q: 3 clusters Score -702731.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -702736.125000 Penalty: 4094.761963
	Iteration 35Q: 3 clusters Score -702736.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -702739.812500 Penalty: 4094.761963
	Iteration 36Q: 3 clusters Score -702739.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -702744.875000 Penalty: 4094.761963
	Iteration 37Q: 3 clusters Score -702744.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -702750.000000 Penalty: 4094.761963
	Iteration 38Q: 3 clusters Score -702750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -702755.375000 Penalty: 4094.761963
	Iteration 39Q: 3 clusters Score -702755.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -702757.000000 Penalty: 4094.761963
	Iteration 40F: 3 clusters Score -702757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -702758.500000 Penalty: 4094.761963
	Iteration 41Q: 3 clusters Score -702758.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -702761.125000 Penalty: 4094.761963
	Iteration 42Q: 3 clusters Score -702761.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -702762.250000 Penalty: 4094.761963
	Iteration 43Q: 3 clusters Score -702762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -702764.375000 Penalty: 4094.761963
	Iteration 44Q: 3 clusters Score -702764.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -702767.000000 Penalty: 4094.761963
	Iteration 45Q: 3 clusters Score -702767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -702769.500000 Penalty: 4094.761963
	Iteration 46Q: 3 clusters Score -702769.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -702769.625000 Penalty: 4094.761963
	Iteration 47Q: 3 clusters Score -702769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -702772.187500 Penalty: 4094.761963
	Iteration 48Q: 3 clusters Score -702772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -702772.250000 Penalty: 4094.761963
	Iteration 49Q: 3 clusters Score -702772.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -702772.312500 Penalty: 4094.761963
	Iteration 50Q: 3 clusters Score -702772.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -702772.875000 Penalty: 4094.761963
	Iteration 51Q: 3 clusters Score -702772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -702773.437500 Penalty: 4094.761963
	Iteration 52Q: 3 clusters Score -702773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -702773.062500 Penalty: 4094.761963
	Iteration 53Q: 3 clusters Score -702773.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -702774.312500 Penalty: 4094.761963
	Iteration 54Q: 3 clusters Score -702774.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -702775.187500 Penalty: 4094.761963
	Iteration 55Q: 3 clusters Score -702775.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -702775.187500 Penalty: 4094.761963
	Iteration 56F: 3 clusters Score -702775.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -108308.359375 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -108308.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -106630.070312 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -106630.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -107005.554688 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -107005.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -107451.906250 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -107451.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -108308.992188 Penalty: 3282.231934
	Iteration 3F: 3 clusters Score -108309 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -108772.234375 Penalty: 3282.231934
	Iteration 4F: 3 clusters Score -108772.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -109108.945312 Penalty: 3282.231934
	Iteration 5F: 3 clusters Score -109108.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -109346.585938 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -109346.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -109490.375000 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -109490.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -109522.609375 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -109522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -109551.093750 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -109551.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -109607.843750 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -109607.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -109626.171875 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -109626.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -109642.515625 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -109642.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -109647.195312 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -109647.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -109648.007812 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -109648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -109648.007812 Penalty: 3282.231934
	Iteration 15F: 3 clusters Score -109648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 42783 members 
Mstep: Class 3 contains 46113 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 44292 members 
Mstep: Class 7 contains 42380 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 436 members 
Mstep: Class 10 contains 42582 members 
Mstep: Class 11 contains 47855 members 
Mstep: Class 12 contains 42833 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47322 members 
Mstep: Class 16 contains 42754 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41832 members 
Mstep: Class 19 contains 30453 members 
Mstep: Class 20 contains 42065 members 
Mstep: Class 21 contains 42980 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39166 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48358 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 312 members 
Entering Unmasked Estep 
Score: -126929312.000000 Penalty: 90108.015625
Splitting cluster 9 changes total score from -126930216.000000 to -126929312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (42582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Entering Unmasked Estep 
Score: -7869381.000000 Penalty: 2643.478516
	Iteration 0F: 2 clusters Score -7869381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -7841056.000000 Penalty: 5286.957031
	Iteration 0F: 3 clusters Score -7841056 nChanged 19508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -7852839.000000 Penalty: 5286.957031
	Iteration 1F: 3 clusters Score -7852839 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -7855058.000000 Penalty: 5286.957031
	Iteration 2F: 3 clusters Score -7855058 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -7857944.500000 Penalty: 5286.957031
	Iteration 3F: 3 clusters Score -7857944 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -7861149.500000 Penalty: 5286.957031
	Iteration 4F: 3 clusters Score -7861150 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -7864565.000000 Penalty: 5286.957031
	Iteration 5F: 3 clusters Score -7864565 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -7867133.500000 Penalty: 5286.957031
	Iteration 6F: 3 clusters Score -7867134 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -7867983.000000 Penalty: 5286.957031
	Iteration 7Q: 3 clusters Score -7867983 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -7868250.500000 Penalty: 5286.957031
	Iteration 8Q: 3 clusters Score -7868250 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -7868362.500000 Penalty: 5286.957031
	Iteration 9Q: 3 clusters Score -7868362 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -7868419.500000 Penalty: 5286.957031
	Iteration 10Q: 3 clusters Score -7868420 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -7868478.000000 Penalty: 5286.957031
	Iteration 11Q: 3 clusters Score -7868478 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -7868535.000000 Penalty: 5286.957031
	Iteration 12Q: 3 clusters Score -7868535 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -7868586.000000 Penalty: 5286.957031
	Iteration 13Q: 3 clusters Score -7868586 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -7868590.500000 Penalty: 5286.957031
	Iteration 14Q: 3 clusters Score -7868590 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -7868632.500000 Penalty: 5286.957031
	Iteration 15Q: 3 clusters Score -7868632 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -7868668.500000 Penalty: 5286.957031
	Iteration 16Q: 3 clusters Score -7868668 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -7868690.500000 Penalty: 5286.957031
	Iteration 17Q: 3 clusters Score -7868690 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -7868693.500000 Penalty: 5286.957031
	Iteration 18Q: 3 clusters Score -7868694 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -7868711.500000 Penalty: 5286.957031
	Iteration 19Q: 3 clusters Score -7868712 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -7868751.500000 Penalty: 5286.957031
	Iteration 20F: 3 clusters Score -7868752 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -7868740.500000 Penalty: 5286.957031
	Iteration 21Q: 3 clusters Score -7868740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -7868734.000000 Penalty: 5286.957031
	Iteration 22Q: 3 clusters Score -7868734 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -7868762.000000 Penalty: 5286.957031
	Iteration 23Q: 3 clusters Score -7868762 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -7868783.500000 Penalty: 5286.957031
	Iteration 24Q: 3 clusters Score -7868784 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -7868797.500000 Penalty: 5286.957031
	Iteration 25Q: 3 clusters Score -7868798 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -7868819.000000 Penalty: 5286.957031
	Iteration 26Q: 3 clusters Score -7868819 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -7868806.500000 Penalty: 5286.957031
	Iteration 27Q: 3 clusters Score -7868806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -7868820.500000 Penalty: 5286.957031
	Iteration 28Q: 3 clusters Score -7868820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -7868818.000000 Penalty: 5286.957031
	Iteration 29Q: 3 clusters Score -7868818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -7868834.000000 Penalty: 5286.957031
	Iteration 30Q: 3 clusters Score -7868834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -7868840.000000 Penalty: 5286.957031
	Iteration 31Q: 3 clusters Score -7868840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -7868856.000000 Penalty: 5286.957031
	Iteration 32Q: 3 clusters Score -7868856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -7868873.500000 Penalty: 5286.957031
	Iteration 33Q: 3 clusters Score -7868874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -7868866.000000 Penalty: 5286.957031
	Iteration 34Q: 3 clusters Score -7868866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -7868881.000000 Penalty: 5286.957031
	Iteration 35Q: 3 clusters Score -7868881 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -7868879.500000 Penalty: 5286.957031
	Iteration 36Q: 3 clusters Score -7868880 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -7868895.500000 Penalty: 5286.957031
	Iteration 37Q: 3 clusters Score -7868896 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -7868908.500000 Penalty: 5286.957031
	Iteration 38Q: 3 clusters Score -7868908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -7868914.500000 Penalty: 5286.957031
	Iteration 39Q: 3 clusters Score -7868914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -7868928.000000 Penalty: 5286.957031
	Iteration 40F: 3 clusters Score -7868928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -7868939.500000 Penalty: 5286.957031
	Iteration 41Q: 3 clusters Score -7868940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -7868947.500000 Penalty: 5286.957031
	Iteration 42Q: 3 clusters Score -7868948 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -7868971.500000 Penalty: 5286.957031
	Iteration 43Q: 3 clusters Score -7868972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -7868972.000000 Penalty: 5286.957031
	Iteration 44Q: 3 clusters Score -7868972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -7868967.000000 Penalty: 5286.957031
	Iteration 45Q: 3 clusters Score -7868967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -7868979.500000 Penalty: 5286.957031
	Iteration 46Q: 3 clusters Score -7868980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 36892 members 
Entering Unmasked Estep 
Score: -7868984.000000 Penalty: 5286.957031
	Iteration 47Q: 3 clusters Score -7868984 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -7868979.000000 Penalty: 5286.957031
	Iteration 48Q: 3 clusters Score -7868979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -7868979.000000 Penalty: 5286.957031
	Iteration 49Q: 3 clusters Score -7868979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -7868989.000000 Penalty: 5286.957031
	Iteration 50Q: 3 clusters Score -7868989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -7868981.000000 Penalty: 5286.957031
	Iteration 51Q: 3 clusters Score -7868981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -7868987.500000 Penalty: 5286.957031
	Iteration 52Q: 3 clusters Score -7868988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -7868969.500000 Penalty: 5286.957031
	Iteration 53Q: 3 clusters Score -7868970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -7868985.500000 Penalty: 5286.957031
	Iteration 54Q: 3 clusters Score -7868986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -7868984.000000 Penalty: 5286.957031
	Iteration 55Q: 3 clusters Score -7868984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -7868987.500000 Penalty: 5286.957031
	Iteration 56Q: 3 clusters Score -7868988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -7868986.000000 Penalty: 5286.957031
	Iteration 57Q: 3 clusters Score -7868986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -7868994.500000 Penalty: 5286.957031
	Iteration 58Q: 3 clusters Score -7868994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -7868995.000000 Penalty: 5286.957031
	Iteration 59Q: 3 clusters Score -7868995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -7868983.500000 Penalty: 5286.957031
	Iteration 60F: 3 clusters Score -7868984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -7868981.000000 Penalty: 5286.957031
	Iteration 61Q: 3 clusters Score -7868981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -7868998.500000 Penalty: 5286.957031
	Iteration 62Q: 3 clusters Score -7868998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -7868993.000000 Penalty: 5286.957031
	Iteration 63Q: 3 clusters Score -7868993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -7868997.500000 Penalty: 5286.957031
	Iteration 64Q: 3 clusters Score -7868998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -7869002.500000 Penalty: 5286.957031
	Iteration 65Q: 3 clusters Score -7869002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -7868999.500000 Penalty: 5286.957031
	Iteration 66Q: 3 clusters Score -7869000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -7869001.000000 Penalty: 5286.957031
	Iteration 67Q: 3 clusters Score -7869001 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -7868995.500000 Penalty: 5286.957031
	Iteration 68Q: 3 clusters Score -7868996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -7869010.000000 Penalty: 5286.957031
	Iteration 69Q: 3 clusters Score -7869010 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -7869014.500000 Penalty: 5286.957031
	Iteration 70Q: 3 clusters Score -7869014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -7869017.000000 Penalty: 5286.957031
	Iteration 71Q: 3 clusters Score -7869017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -7869020.000000 Penalty: 5286.957031
	Iteration 72Q: 3 clusters Score -7869020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -7869017.500000 Penalty: 5286.957031
	Iteration 73Q: 3 clusters Score -7869018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -7869023.500000 Penalty: 5286.957031
	Iteration 74Q: 3 clusters Score -7869024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -7869019.000000 Penalty: 5286.957031
	Iteration 75Q: 3 clusters Score -7869019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -7869000.500000 Penalty: 5286.957031
	Iteration 76Q: 3 clusters Score -7869000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -7869013.500000 Penalty: 5286.957031
	Iteration 77Q: 3 clusters Score -7869014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -7869011.500000 Penalty: 5286.957031
	Iteration 78Q: 3 clusters Score -7869012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -7869005.500000 Penalty: 5286.957031
	Iteration 79Q: 3 clusters Score -7869006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -7869012.500000 Penalty: 5286.957031
	Iteration 80F: 3 clusters Score -7869012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -7869010.000000 Penalty: 5286.957031
	Iteration 81Q: 3 clusters Score -7869010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -7869010.500000 Penalty: 5286.957031
	Iteration 82Q: 3 clusters Score -7869010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -7869014.500000 Penalty: 5286.957031
	Iteration 83Q: 3 clusters Score -7869014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -7869008.000000 Penalty: 5286.957031
	Iteration 84Q: 3 clusters Score -7869008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -7869010.500000 Penalty: 5286.957031
	Iteration 85Q: 3 clusters Score -7869010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -7869011.500000 Penalty: 5286.957031
	Iteration 86Q: 3 clusters Score -7869012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -7869003.500000 Penalty: 5286.957031
	Iteration 87Q: 3 clusters Score -7869004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -7869004.000000 Penalty: 5286.957031
	Iteration 88Q: 3 clusters Score -7869004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -7869004.000000 Penalty: 5286.957031
	Iteration 89Q: 3 clusters Score -7869004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -7869009.000000 Penalty: 5286.957031
	Iteration 90Q: 3 clusters Score -7869009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -7869010.000000 Penalty: 5286.957031
	Iteration 91Q: 3 clusters Score -7869010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -7869003.000000 Penalty: 5286.957031
	Iteration 92Q: 3 clusters Score -7869003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -7869010.500000 Penalty: 5286.957031
	Iteration 93Q: 3 clusters Score -7869010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -7869005.500000 Penalty: 5286.957031
	Iteration 94Q: 3 clusters Score -7869006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -7869012.500000 Penalty: 5286.957031
	Iteration 95Q: 3 clusters Score -7869012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -7869008.500000 Penalty: 5286.957031
	Iteration 96Q: 3 clusters Score -7869008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -7869018.500000 Penalty: 5286.957031
	Iteration 97Q: 3 clusters Score -7869018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -7869010.500000 Penalty: 5286.957031
	Iteration 98Q: 3 clusters Score -7869010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -7869014.000000 Penalty: 5286.957031
	Iteration 99Q: 3 clusters Score -7869014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -7869010.500000 Penalty: 5286.957031
	Iteration 100F: 3 clusters Score -7869010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -7869005.500000 Penalty: 5286.957031
	Iteration 101Q: 3 clusters Score -7869006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -7869004.500000 Penalty: 5286.957031
	Iteration 102Q: 3 clusters Score -7869004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -7869004.500000 Penalty: 5286.957031
	Iteration 103F: 3 clusters Score -7869004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Entering Unmasked Estep 
Score: -8988244.000000 Penalty: 2672.430664
	Iteration 0F: 2 clusters Score -8988244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -8959232.000000 Penalty: 5344.861328
	Iteration 0F: 3 clusters Score -8959232 nChanged 22059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -8971505.000000 Penalty: 5344.861328
	Iteration 1F: 3 clusters Score -8971505 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -8971964.000000 Penalty: 5344.861328
	Iteration 2Q: 3 clusters Score -8971964 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -8972476.000000 Penalty: 5344.861328
	Iteration 3Q: 3 clusters Score -8972476 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -8972857.000000 Penalty: 5344.861328
	Iteration 4Q: 3 clusters Score -8972857 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -8973281.000000 Penalty: 5344.861328
	Iteration 5Q: 3 clusters Score -8973281 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -8973769.000000 Penalty: 5344.861328
	Iteration 6Q: 3 clusters Score -8973769 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -8974287.000000 Penalty: 5344.861328
	Iteration 7Q: 3 clusters Score -8974287 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -8974955.000000 Penalty: 5344.861328
	Iteration 8Q: 3 clusters Score -8974955 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -8975705.000000 Penalty: 5344.861328
	Iteration 9Q: 3 clusters Score -8975705 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -8976607.000000 Penalty: 5344.861328
	Iteration 10Q: 3 clusters Score -8976607 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -8977710.000000 Penalty: 5344.861328
	Iteration 11Q: 3 clusters Score -8977710 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -8979051.000000 Penalty: 5344.861328
	Iteration 12Q: 3 clusters Score -8979051 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -8980406.000000 Penalty: 5344.861328
	Iteration 13Q: 3 clusters Score -8980406 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -8981545.000000 Penalty: 5344.861328
	Iteration 14Q: 3 clusters Score -8981545 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -8982462.000000 Penalty: 5344.861328
	Iteration 15Q: 3 clusters Score -8982462 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -8982950.000000 Penalty: 5344.861328
	Iteration 16Q: 3 clusters Score -8982950 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -8983230.000000 Penalty: 5344.861328
	Iteration 17Q: 3 clusters Score -8983230 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -8983446.000000 Penalty: 5344.861328
	Iteration 18Q: 3 clusters Score -8983446 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -8983629.000000 Penalty: 5344.861328
	Iteration 19Q: 3 clusters Score -8983629 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -8983718.000000 Penalty: 5344.861328
	Iteration 20F: 3 clusters Score -8983718 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -8983829.000000 Penalty: 5344.861328
	Iteration 21Q: 3 clusters Score -8983829 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -8983981.000000 Penalty: 5344.861328
	Iteration 22Q: 3 clusters Score -8983981 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -8984058.000000 Penalty: 5344.861328
	Iteration 23Q: 3 clusters Score -8984058 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -8984163.000000 Penalty: 5344.861328
	Iteration 24Q: 3 clusters Score -8984163 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -8984238.000000 Penalty: 5344.861328
	Iteration 25Q: 3 clusters Score -8984238 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -8984252.000000 Penalty: 5344.861328
	Iteration 26Q: 3 clusters Score -8984252 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -8984288.000000 Penalty: 5344.861328
	Iteration 27Q: 3 clusters Score -8984288 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -8984362.000000 Penalty: 5344.861328
	Iteration 28Q: 3 clusters Score -8984362 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -8984399.000000 Penalty: 5344.861328
	Iteration 29Q: 3 clusters Score -8984399 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -8984435.000000 Penalty: 5344.861328
	Iteration 30Q: 3 clusters Score -8984435 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -8984484.000000 Penalty: 5344.861328
	Iteration 31Q: 3 clusters Score -8984484 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -8984505.000000 Penalty: 5344.861328
	Iteration 32Q: 3 clusters Score -8984505 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -8984562.000000 Penalty: 5344.861328
	Iteration 33Q: 3 clusters Score -8984562 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -8984594.000000 Penalty: 5344.861328
	Iteration 34Q: 3 clusters Score -8984594 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -8984620.000000 Penalty: 5344.861328
	Iteration 35Q: 3 clusters Score -8984620 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -8984628.000000 Penalty: 5344.861328
	Iteration 36Q: 3 clusters Score -8984628 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -8984655.000000 Penalty: 5344.861328
	Iteration 37Q: 3 clusters Score -8984655 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -8984661.000000 Penalty: 5344.861328
	Iteration 38Q: 3 clusters Score -8984661 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -8984667.000000 Penalty: 5344.861328
	Iteration 39Q: 3 clusters Score -8984667 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -8984685.000000 Penalty: 5344.861328
	Iteration 40F: 3 clusters Score -8984685 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -8984677.000000 Penalty: 5344.861328
	Iteration 41Q: 3 clusters Score -8984677 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -8984701.000000 Penalty: 5344.861328
	Iteration 42Q: 3 clusters Score -8984701 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -8984696.000000 Penalty: 5344.861328
	Iteration 43Q: 3 clusters Score -8984696 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -8984704.000000 Penalty: 5344.861328
	Iteration 44Q: 3 clusters Score -8984704 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -8984712.000000 Penalty: 5344.861328
	Iteration 45Q: 3 clusters Score -8984712 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -8984734.000000 Penalty: 5344.861328
	Iteration 46Q: 3 clusters Score -8984734 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -8984724.000000 Penalty: 5344.861328
	Iteration 47Q: 3 clusters Score -8984724 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -8984735.000000 Penalty: 5344.861328
	Iteration 48Q: 3 clusters Score -8984735 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -8984753.000000 Penalty: 5344.861328
	Iteration 49Q: 3 clusters Score -8984753 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -8984759.000000 Penalty: 5344.861328
	Iteration 50Q: 3 clusters Score -8984759 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -8984755.000000 Penalty: 5344.861328
	Iteration 51Q: 3 clusters Score -8984755 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -8984746.000000 Penalty: 5344.861328
	Iteration 52Q: 3 clusters Score -8984746 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -8984736.000000 Penalty: 5344.861328
	Iteration 53Q: 3 clusters Score -8984736 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -8984759.000000 Penalty: 5344.861328
	Iteration 54Q: 3 clusters Score -8984759 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -8984771.000000 Penalty: 5344.861328
	Iteration 55Q: 3 clusters Score -8984771 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -8984770.000000 Penalty: 5344.861328
	Iteration 56Q: 3 clusters Score -8984770 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -8984802.000000 Penalty: 5344.861328
	Iteration 57Q: 3 clusters Score -8984802 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -8984776.000000 Penalty: 5344.861328
	Iteration 58Q: 3 clusters Score -8984776 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -8984792.000000 Penalty: 5344.861328
	Iteration 59Q: 3 clusters Score -8984792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -8984757.000000 Penalty: 5344.861328
	Iteration 60F: 3 clusters Score -8984757 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -8984755.000000 Penalty: 5344.861328
	Iteration 61Q: 3 clusters Score -8984755 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -8984766.000000 Penalty: 5344.861328
	Iteration 62Q: 3 clusters Score -8984766 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -8984792.000000 Penalty: 5344.861328
	Iteration 63Q: 3 clusters Score -8984792 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -8984810.000000 Penalty: 5344.861328
	Iteration 64Q: 3 clusters Score -8984810 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -8984823.000000 Penalty: 5344.861328
	Iteration 65Q: 3 clusters Score -8984823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -8984850.000000 Penalty: 5344.861328
	Iteration 66Q: 3 clusters Score -8984850 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -8984859.000000 Penalty: 5344.861328
	Iteration 67Q: 3 clusters Score -8984859 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -8984841.000000 Penalty: 5344.861328
	Iteration 68Q: 3 clusters Score -8984841 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -8984853.000000 Penalty: 5344.861328
	Iteration 69Q: 3 clusters Score -8984853 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -8984858.000000 Penalty: 5344.861328
	Iteration 70Q: 3 clusters Score -8984858 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -8984845.000000 Penalty: 5344.861328
	Iteration 71Q: 3 clusters Score -8984845 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -8984881.000000 Penalty: 5344.861328
	Iteration 72Q: 3 clusters Score -8984881 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -8984873.000000 Penalty: 5344.861328
	Iteration 73Q: 3 clusters Score -8984873 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -8984883.000000 Penalty: 5344.861328
	Iteration 74Q: 3 clusters Score -8984883 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -8984889.000000 Penalty: 5344.861328
	Iteration 75Q: 3 clusters Score -8984889 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -8984859.000000 Penalty: 5344.861328
	Iteration 76Q: 3 clusters Score -8984859 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -8984870.000000 Penalty: 5344.861328
	Iteration 77Q: 3 clusters Score -8984870 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -8984865.000000 Penalty: 5344.861328
	Iteration 78Q: 3 clusters Score -8984865 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -8984900.000000 Penalty: 5344.861328
	Iteration 79Q: 3 clusters Score -8984900 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -8984927.000000 Penalty: 5344.861328
	Iteration 80F: 3 clusters Score -8984927 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -8984933.000000 Penalty: 5344.861328
	Iteration 81Q: 3 clusters Score -8984933 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -8984924.000000 Penalty: 5344.861328
	Iteration 82Q: 3 clusters Score -8984924 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -8984938.000000 Penalty: 5344.861328
	Iteration 83Q: 3 clusters Score -8984938 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -8984918.000000 Penalty: 5344.861328
	Iteration 84Q: 3 clusters Score -8984918 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -8984928.000000 Penalty: 5344.861328
	Iteration 85Q: 3 clusters Score -8984928 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -8984947.000000 Penalty: 5344.861328
	Iteration 86Q: 3 clusters Score -8984947 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -8984965.000000 Penalty: 5344.861328
	Iteration 87Q: 3 clusters Score -8984965 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -8984973.000000 Penalty: 5344.861328
	Iteration 88Q: 3 clusters Score -8984973 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -8984980.000000 Penalty: 5344.861328
	Iteration 89Q: 3 clusters Score -8984980 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -8984971.000000 Penalty: 5344.861328
	Iteration 90Q: 3 clusters Score -8984971 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -8984985.000000 Penalty: 5344.861328
	Iteration 91Q: 3 clusters Score -8984985 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -8984976.000000 Penalty: 5344.861328
	Iteration 92Q: 3 clusters Score -8984976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -8984969.000000 Penalty: 5344.861328
	Iteration 93Q: 3 clusters Score -8984969 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -8985007.000000 Penalty: 5344.861328
	Iteration 94Q: 3 clusters Score -8985007 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -8985025.000000 Penalty: 5344.861328
	Iteration 95Q: 3 clusters Score -8985025 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -8985031.000000 Penalty: 5344.861328
	Iteration 96Q: 3 clusters Score -8985031 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -8985027.000000 Penalty: 5344.861328
	Iteration 97Q: 3 clusters Score -8985027 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -8985013.000000 Penalty: 5344.861328
	Iteration 98Q: 3 clusters Score -8985013 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -8985046.000000 Penalty: 5344.861328
	Iteration 99Q: 3 clusters Score -8985046 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -8985061.000000 Penalty: 5344.861328
	Iteration 100F: 3 clusters Score -8985061 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -8985072.000000 Penalty: 5344.861328
	Iteration 101Q: 3 clusters Score -8985072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -8985066.000000 Penalty: 5344.861328
	Iteration 102Q: 3 clusters Score -8985066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -8985067.000000 Penalty: 5344.861328
	Iteration 103Q: 3 clusters Score -8985067 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -8985050.000000 Penalty: 5344.861328
	Iteration 104Q: 3 clusters Score -8985050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -8985051.000000 Penalty: 5344.861328
	Iteration 105Q: 3 clusters Score -8985051 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -8985054.000000 Penalty: 5344.861328
	Iteration 106Q: 3 clusters Score -8985054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -8985039.000000 Penalty: 5344.861328
	Iteration 107Q: 3 clusters Score -8985039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -8985050.000000 Penalty: 5344.861328
	Iteration 108Q: 3 clusters Score -8985050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28193 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -8985038.000000 Penalty: 5344.861328
	Iteration 109Q: 3 clusters Score -8985038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -8985046.000000 Penalty: 5344.861328
	Iteration 110Q: 3 clusters Score -8985046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -8985043.000000 Penalty: 5344.861328
	Iteration 111Q: 3 clusters Score -8985043 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -8985046.000000 Penalty: 5344.861328
	Iteration 112Q: 3 clusters Score -8985046 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -8985041.000000 Penalty: 5344.861328
	Iteration 113Q: 3 clusters Score -8985041 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -8985048.000000 Penalty: 5344.861328
	Iteration 114Q: 3 clusters Score -8985048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -8985052.000000 Penalty: 5344.861328
	Iteration 115Q: 3 clusters Score -8985052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -8985056.000000 Penalty: 5344.861328
	Iteration 116Q: 3 clusters Score -8985056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -8985051.000000 Penalty: 5344.861328
	Iteration 117Q: 3 clusters Score -8985051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -8985043.000000 Penalty: 5344.861328
	Iteration 118Q: 3 clusters Score -8985043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -8985055.000000 Penalty: 5344.861328
	Iteration 119Q: 3 clusters Score -8985055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -8985049.000000 Penalty: 5344.861328
	Iteration 120F: 3 clusters Score -8985049 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -8985053.000000 Penalty: 5344.861328
	Iteration 121Q: 3 clusters Score -8985053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -8985033.000000 Penalty: 5344.861328
	Iteration 122Q: 3 clusters Score -8985033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -8985042.000000 Penalty: 5344.861328
	Iteration 123Q: 3 clusters Score -8985042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -8985044.000000 Penalty: 5344.861328
	Iteration 124Q: 3 clusters Score -8985044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -8985040.000000 Penalty: 5344.861328
	Iteration 125Q: 3 clusters Score -8985040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -8985063.000000 Penalty: 5344.861328
	Iteration 126Q: 3 clusters Score -8985063 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -8985060.000000 Penalty: 5344.861328
	Iteration 127Q: 3 clusters Score -8985060 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -8985056.000000 Penalty: 5344.861328
	Iteration 128Q: 3 clusters Score -8985056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -8985056.000000 Penalty: 5344.861328
	Iteration 129Q: 3 clusters Score -8985056 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -8985052.000000 Penalty: 5344.861328
	Iteration 130Q: 3 clusters Score -8985052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -8985054.000000 Penalty: 5344.861328
	Iteration 131Q: 3 clusters Score -8985054 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -8985070.000000 Penalty: 5344.861328
	Iteration 132Q: 3 clusters Score -8985070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -8985069.000000 Penalty: 5344.861328
	Iteration 133Q: 3 clusters Score -8985069 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -8985055.000000 Penalty: 5344.861328
	Iteration 134Q: 3 clusters Score -8985055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -8985069.000000 Penalty: 5344.861328
	Iteration 135Q: 3 clusters Score -8985069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -8985069.000000 Penalty: 5344.861328
	Iteration 136Q: 3 clusters Score -8985069 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -8985081.000000 Penalty: 5344.861328
	Iteration 137Q: 3 clusters Score -8985081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -8985089.000000 Penalty: 5344.861328
	Iteration 138Q: 3 clusters Score -8985089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -8985104.000000 Penalty: 5344.861328
	Iteration 139Q: 3 clusters Score -8985104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -8985100.000000 Penalty: 5344.861328
	Iteration 140F: 3 clusters Score -8985100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -8985111.000000 Penalty: 5344.861328
	Iteration 141Q: 3 clusters Score -8985111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -8985099.000000 Penalty: 5344.861328
	Iteration 142Q: 3 clusters Score -8985099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -8985109.000000 Penalty: 5344.861328
	Iteration 143Q: 3 clusters Score -8985109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -8985105.000000 Penalty: 5344.861328
	Iteration 144Q: 3 clusters Score -8985105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -8985095.000000 Penalty: 5344.861328
	Iteration 145Q: 3 clusters Score -8985095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -8985097.000000 Penalty: 5344.861328
	Iteration 146Q: 3 clusters Score -8985097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -8985098.000000 Penalty: 5344.861328
	Iteration 147Q: 3 clusters Score -8985098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -8985106.000000 Penalty: 5344.861328
	Iteration 148Q: 3 clusters Score -8985106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -8985090.000000 Penalty: 5344.861328
	Iteration 149Q: 3 clusters Score -8985090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -8985102.000000 Penalty: 5344.861328
	Iteration 150Q: 3 clusters Score -8985102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -8985098.000000 Penalty: 5344.861328
	Iteration 151Q: 3 clusters Score -8985098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -8985094.000000 Penalty: 5344.861328
	Iteration 152Q: 3 clusters Score -8985094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -8985094.000000 Penalty: 5344.861328
	Iteration 153F: 3 clusters Score -8985094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Entering Unmasked Estep 
Score: -7926857.000000 Penalty: 2644.935791
	Iteration 0F: 2 clusters Score -7926857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -7898200.500000 Penalty: 5289.871582
	Iteration 0F: 3 clusters Score -7898200 nChanged 19605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -7908840.000000 Penalty: 5289.871582
	Iteration 1F: 3 clusters Score -7908840 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -7909261.500000 Penalty: 5289.871582
	Iteration 2Q: 3 clusters Score -7909262 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -7909578.500000 Penalty: 5289.871582
	Iteration 3Q: 3 clusters Score -7909578 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -7909841.000000 Penalty: 5289.871582
	Iteration 4Q: 3 clusters Score -7909841 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -7910129.500000 Penalty: 5289.871582
	Iteration 5Q: 3 clusters Score -7910130 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -7910336.000000 Penalty: 5289.871582
	Iteration 6Q: 3 clusters Score -7910336 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -7910609.000000 Penalty: 5289.871582
	Iteration 7Q: 3 clusters Score -7910609 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -7910880.500000 Penalty: 5289.871582
	Iteration 8Q: 3 clusters Score -7910880 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -7911247.500000 Penalty: 5289.871582
	Iteration 9Q: 3 clusters Score -7911248 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -7911798.500000 Penalty: 5289.871582
	Iteration 10Q: 3 clusters Score -7911798 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -7912737.500000 Penalty: 5289.871582
	Iteration 11Q: 3 clusters Score -7912738 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -7913983.500000 Penalty: 5289.871582
	Iteration 12F: 3 clusters Score -7913984 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -7915887.500000 Penalty: 5289.871582
	Iteration 13F: 3 clusters Score -7915888 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -7918172.000000 Penalty: 5289.871582
	Iteration 14F: 3 clusters Score -7918172 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -7920255.000000 Penalty: 5289.871582
	Iteration 15F: 3 clusters Score -7920255 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -7921934.500000 Penalty: 5289.871582
	Iteration 16Q: 3 clusters Score -7921934 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -7923002.000000 Penalty: 5289.871582
	Iteration 17Q: 3 clusters Score -7923002 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7923597.000000 Penalty: 5289.871582
	Iteration 18Q: 3 clusters Score -7923597 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -7924004.000000 Penalty: 5289.871582
	Iteration 19Q: 3 clusters Score -7924004 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7924241.000000 Penalty: 5289.871582
	Iteration 20F: 3 clusters Score -7924241 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7924340.000000 Penalty: 5289.871582
	Iteration 21Q: 3 clusters Score -7924340 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7924411.500000 Penalty: 5289.871582
	Iteration 22Q: 3 clusters Score -7924412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7924455.000000 Penalty: 5289.871582
	Iteration 23Q: 3 clusters Score -7924455 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -7924488.000000 Penalty: 5289.871582
	Iteration 24Q: 3 clusters Score -7924488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7924519.000000 Penalty: 5289.871582
	Iteration 25Q: 3 clusters Score -7924519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7924540.000000 Penalty: 5289.871582
	Iteration 26Q: 3 clusters Score -7924540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7924557.000000 Penalty: 5289.871582
	Iteration 27Q: 3 clusters Score -7924557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7924570.500000 Penalty: 5289.871582
	Iteration 28Q: 3 clusters Score -7924570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7924588.500000 Penalty: 5289.871582
	Iteration 29Q: 3 clusters Score -7924588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7924580.000000 Penalty: 5289.871582
	Iteration 30Q: 3 clusters Score -7924580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7924579.500000 Penalty: 5289.871582
	Iteration 31Q: 3 clusters Score -7924580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7924579.500000 Penalty: 5289.871582
	Iteration 32Q: 3 clusters Score -7924580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7924588.000000 Penalty: 5289.871582
	Iteration 33Q: 3 clusters Score -7924588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7924585.000000 Penalty: 5289.871582
	Iteration 34Q: 3 clusters Score -7924585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7924585.000000 Penalty: 5289.871582
	Iteration 35F: 3 clusters Score -7924585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -80772.945312 Penalty: 1468.551392
	Iteration 0F: 2 clusters Score -80772.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -79454.039062 Penalty: 2937.102783
	Iteration 0F: 3 clusters Score -79454.04 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -79631.976562 Penalty: 2937.102783
	Iteration 1F: 3 clusters Score -79631.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -79685.648438 Penalty: 2937.102783
	Iteration 2F: 3 clusters Score -79685.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -79729.500000 Penalty: 2937.102783
	Iteration 3Q: 3 clusters Score -79729.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -79772.968750 Penalty: 2937.102783
	Iteration 4Q: 3 clusters Score -79772.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -79781.562500 Penalty: 2937.102783
	Iteration 5Q: 3 clusters Score -79781.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -79781.562500 Penalty: 2937.102783
	Iteration 6F: 3 clusters Score -79781.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Entering Unmasked Estep 
Score: -141127.484375 Penalty: 1669.292480
	Iteration 0F: 2 clusters Score -141127.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -139342.968750 Penalty: 3338.584961
	Iteration 0F: 3 clusters Score -139343 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -139648.312500 Penalty: 3338.584961
	Iteration 1F: 3 clusters Score -139648.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -139815.296875 Penalty: 3338.584961
	Iteration 2F: 3 clusters Score -139815.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -139958.687500 Penalty: 3338.584961
	Iteration 3F: 3 clusters Score -139958.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -140059.687500 Penalty: 3338.584961
	Iteration 4Q: 3 clusters Score -140059.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -140193.406250 Penalty: 3338.584961
	Iteration 5Q: 3 clusters Score -140193.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -140304.015625 Penalty: 3338.584961
	Iteration 6Q: 3 clusters Score -140304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -140363.671875 Penalty: 3338.584961
	Iteration 7Q: 3 clusters Score -140363.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -140423.703125 Penalty: 3338.584961
	Iteration 8Q: 3 clusters Score -140423.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -140460.390625 Penalty: 3338.584961
	Iteration 9Q: 3 clusters Score -140460.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -140485.453125 Penalty: 3338.584961
	Iteration 10Q: 3 clusters Score -140485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -140500.500000 Penalty: 3338.584961
	Iteration 11Q: 3 clusters Score -140500.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -140510.031250 Penalty: 3338.584961
	Iteration 12Q: 3 clusters Score -140510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -140517.578125 Penalty: 3338.584961
	Iteration 13Q: 3 clusters Score -140517.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -140531.078125 Penalty: 3338.584961
	Iteration 14Q: 3 clusters Score -140531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -140537.718750 Penalty: 3338.584961
	Iteration 15Q: 3 clusters Score -140537.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -140542.546875 Penalty: 3338.584961
	Iteration 16Q: 3 clusters Score -140542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -140547.203125 Penalty: 3338.584961
	Iteration 17Q: 3 clusters Score -140547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -140548.125000 Penalty: 3338.584961
	Iteration 18Q: 3 clusters Score -140548.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -140548.593750 Penalty: 3338.584961
	Iteration 19Q: 3 clusters Score -140548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -140548.593750 Penalty: 3338.584961
	Iteration 20F: 3 clusters Score -140548.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Entering Unmasked Estep 
Score: -8791301.000000 Penalty: 2669.653076
	Iteration 0F: 2 clusters Score -8791301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -8760917.000000 Penalty: 5339.306152
	Iteration 0F: 3 clusters Score -8760917 nChanged 21765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -8773185.000000 Penalty: 5339.306152
	Iteration 1F: 3 clusters Score -8773185 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -8773772.000000 Penalty: 5339.306152
	Iteration 2Q: 3 clusters Score -8773772 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -8774442.000000 Penalty: 5339.306152
	Iteration 3Q: 3 clusters Score -8774442 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -8775315.000000 Penalty: 5339.306152
	Iteration 4Q: 3 clusters Score -8775315 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -8776489.000000 Penalty: 5339.306152
	Iteration 5F: 3 clusters Score -8776489 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -8778150.000000 Penalty: 5339.306152
	Iteration 6F: 3 clusters Score -8778150 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -8780356.000000 Penalty: 5339.306152
	Iteration 7F: 3 clusters Score -8780356 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -8782797.000000 Penalty: 5339.306152
	Iteration 8F: 3 clusters Score -8782797 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -8785096.000000 Penalty: 5339.306152
	Iteration 9F: 3 clusters Score -8785096 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -8786791.000000 Penalty: 5339.306152
	Iteration 10Q: 3 clusters Score -8786791 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -8787773.000000 Penalty: 5339.306152
	Iteration 11Q: 3 clusters Score -8787773 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -8788314.000000 Penalty: 5339.306152
	Iteration 12Q: 3 clusters Score -8788314 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -8788598.000000 Penalty: 5339.306152
	Iteration 13Q: 3 clusters Score -8788598 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -8788768.000000 Penalty: 5339.306152
	Iteration 14Q: 3 clusters Score -8788768 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -8788889.000000 Penalty: 5339.306152
	Iteration 15Q: 3 clusters Score -8788889 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -8788972.000000 Penalty: 5339.306152
	Iteration 16Q: 3 clusters Score -8788972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -8789014.000000 Penalty: 5339.306152
	Iteration 17Q: 3 clusters Score -8789014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -8789025.000000 Penalty: 5339.306152
	Iteration 18Q: 3 clusters Score -8789025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -8789043.000000 Penalty: 5339.306152
	Iteration 19Q: 3 clusters Score -8789043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -8789045.000000 Penalty: 5339.306152
	Iteration 20F: 3 clusters Score -8789045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -8789054.000000 Penalty: 5339.306152
	Iteration 21Q: 3 clusters Score -8789054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -8789053.000000 Penalty: 5339.306152
	Iteration 22Q: 3 clusters Score -8789053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -8789058.000000 Penalty: 5339.306152
	Iteration 23Q: 3 clusters Score -8789058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -8789067.000000 Penalty: 5339.306152
	Iteration 24Q: 3 clusters Score -8789067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -8789072.000000 Penalty: 5339.306152
	Iteration 25Q: 3 clusters Score -8789072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -8789076.000000 Penalty: 5339.306152
	Iteration 26Q: 3 clusters Score -8789076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -8789072.000000 Penalty: 5339.306152
	Iteration 27Q: 3 clusters Score -8789072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -8789080.000000 Penalty: 5339.306152
	Iteration 28Q: 3 clusters Score -8789080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -8789078.000000 Penalty: 5339.306152
	Iteration 29Q: 3 clusters Score -8789078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -8789079.000000 Penalty: 5339.306152
	Iteration 30Q: 3 clusters Score -8789079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -8789089.000000 Penalty: 5339.306152
	Iteration 31Q: 3 clusters Score -8789089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -8789085.000000 Penalty: 5339.306152
	Iteration 32Q: 3 clusters Score -8789085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
Score: -8789085.000000 Penalty: 5339.306152
	Iteration 33F: 3 clusters Score -8789085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Entering Unmasked Estep 
Score: -7864994.500000 Penalty: 2644.478027
	Iteration 0F: 2 clusters Score -7864994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -7836180.000000 Penalty: 5288.956055
	Iteration 0F: 3 clusters Score -7836180 nChanged 19760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -7846906.000000 Penalty: 5288.956055
	Iteration 1F: 3 clusters Score -7846906 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -7847311.000000 Penalty: 5288.956055
	Iteration 2Q: 3 clusters Score -7847311 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -7847631.500000 Penalty: 5288.956055
	Iteration 3Q: 3 clusters Score -7847632 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -7847903.500000 Penalty: 5288.956055
	Iteration 4Q: 3 clusters Score -7847904 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -7848216.000000 Penalty: 5288.956055
	Iteration 5Q: 3 clusters Score -7848216 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -7848499.500000 Penalty: 5288.956055
	Iteration 6Q: 3 clusters Score -7848500 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -7848788.500000 Penalty: 5288.956055
	Iteration 7Q: 3 clusters Score -7848788 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -7849281.500000 Penalty: 5288.956055
	Iteration 8Q: 3 clusters Score -7849282 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -7849953.500000 Penalty: 5288.956055
	Iteration 9Q: 3 clusters Score -7849954 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -7850879.500000 Penalty: 5288.956055
	Iteration 10Q: 3 clusters Score -7850880 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -7852207.500000 Penalty: 5288.956055
	Iteration 11F: 3 clusters Score -7852208 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -7853986.000000 Penalty: 5288.956055
	Iteration 12F: 3 clusters Score -7853986 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -7856149.000000 Penalty: 5288.956055
	Iteration 13F: 3 clusters Score -7856149 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -7858329.000000 Penalty: 5288.956055
	Iteration 14F: 3 clusters Score -7858329 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -7859953.500000 Penalty: 5288.956055
	Iteration 15Q: 3 clusters Score -7859954 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -7860845.000000 Penalty: 5288.956055
	Iteration 16Q: 3 clusters Score -7860845 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -7861386.000000 Penalty: 5288.956055
	Iteration 17Q: 3 clusters Score -7861386 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -7861781.500000 Penalty: 5288.956055
	Iteration 18Q: 3 clusters Score -7861782 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -7862092.000000 Penalty: 5288.956055
	Iteration 19Q: 3 clusters Score -7862092 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -7862349.000000 Penalty: 5288.956055
	Iteration 20F: 3 clusters Score -7862349 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -7862557.500000 Penalty: 5288.956055
	Iteration 21Q: 3 clusters Score -7862558 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -7862689.500000 Penalty: 5288.956055
	Iteration 22Q: 3 clusters Score -7862690 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -7862805.000000 Penalty: 5288.956055
	Iteration 23Q: 3 clusters Score -7862805 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -7862891.000000 Penalty: 5288.956055
	Iteration 24Q: 3 clusters Score -7862891 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -7862927.500000 Penalty: 5288.956055
	Iteration 25Q: 3 clusters Score -7862928 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -7862993.500000 Penalty: 5288.956055
	Iteration 26Q: 3 clusters Score -7862994 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -7863043.500000 Penalty: 5288.956055
	Iteration 27Q: 3 clusters Score -7863044 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -7863064.500000 Penalty: 5288.956055
	Iteration 28Q: 3 clusters Score -7863064 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -7863099.500000 Penalty: 5288.956055
	Iteration 29Q: 3 clusters Score -7863100 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -7863135.500000 Penalty: 5288.956055
	Iteration 30Q: 3 clusters Score -7863136 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -7863130.500000 Penalty: 5288.956055
	Iteration 31Q: 3 clusters Score -7863130 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -7863129.500000 Penalty: 5288.956055
	Iteration 32Q: 3 clusters Score -7863130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -7863143.000000 Penalty: 5288.956055
	Iteration 33Q: 3 clusters Score -7863143 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -7863167.500000 Penalty: 5288.956055
	Iteration 34Q: 3 clusters Score -7863168 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -7863171.000000 Penalty: 5288.956055
	Iteration 35Q: 3 clusters Score -7863171 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -7863196.000000 Penalty: 5288.956055
	Iteration 36Q: 3 clusters Score -7863196 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -7863203.500000 Penalty: 5288.956055
	Iteration 37Q: 3 clusters Score -7863204 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -7863199.000000 Penalty: 5288.956055
	Iteration 38Q: 3 clusters Score -7863199 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -7863238.500000 Penalty: 5288.956055
	Iteration 39Q: 3 clusters Score -7863238 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -7863240.500000 Penalty: 5288.956055
	Iteration 40F: 3 clusters Score -7863240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -7863258.000000 Penalty: 5288.956055
	Iteration 41Q: 3 clusters Score -7863258 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -7863284.000000 Penalty: 5288.956055
	Iteration 42Q: 3 clusters Score -7863284 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -7863311.500000 Penalty: 5288.956055
	Iteration 43Q: 3 clusters Score -7863312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -7863337.500000 Penalty: 5288.956055
	Iteration 44Q: 3 clusters Score -7863338 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -7863340.500000 Penalty: 5288.956055
	Iteration 45Q: 3 clusters Score -7863340 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -7863359.500000 Penalty: 5288.956055
	Iteration 46Q: 3 clusters Score -7863360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -7863357.000000 Penalty: 5288.956055
	Iteration 47Q: 3 clusters Score -7863357 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -7863384.000000 Penalty: 5288.956055
	Iteration 48Q: 3 clusters Score -7863384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -7863381.500000 Penalty: 5288.956055
	Iteration 49Q: 3 clusters Score -7863382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -7863391.500000 Penalty: 5288.956055
	Iteration 50Q: 3 clusters Score -7863392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -7863392.000000 Penalty: 5288.956055
	Iteration 51Q: 3 clusters Score -7863392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -7863415.000000 Penalty: 5288.956055
	Iteration 52Q: 3 clusters Score -7863415 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -7863418.000000 Penalty: 5288.956055
	Iteration 53Q: 3 clusters Score -7863418 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -7863429.500000 Penalty: 5288.956055
	Iteration 54Q: 3 clusters Score -7863430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -7863441.500000 Penalty: 5288.956055
	Iteration 55Q: 3 clusters Score -7863442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -7863453.500000 Penalty: 5288.956055
	Iteration 56Q: 3 clusters Score -7863454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -7863467.000000 Penalty: 5288.956055
	Iteration 57Q: 3 clusters Score -7863467 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -7863457.500000 Penalty: 5288.956055
	Iteration 58Q: 3 clusters Score -7863458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -7863468.000000 Penalty: 5288.956055
	Iteration 59Q: 3 clusters Score -7863468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -7863461.500000 Penalty: 5288.956055
	Iteration 60F: 3 clusters Score -7863462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -7863461.000000 Penalty: 5288.956055
	Iteration 61Q: 3 clusters Score -7863461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -7863470.500000 Penalty: 5288.956055
	Iteration 62Q: 3 clusters Score -7863470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -7863476.500000 Penalty: 5288.956055
	Iteration 63Q: 3 clusters Score -7863476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -7863481.500000 Penalty: 5288.956055
	Iteration 64Q: 3 clusters Score -7863482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -7863490.500000 Penalty: 5288.956055
	Iteration 65Q: 3 clusters Score -7863490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -7863502.500000 Penalty: 5288.956055
	Iteration 66Q: 3 clusters Score -7863502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -7863517.000000 Penalty: 5288.956055
	Iteration 67Q: 3 clusters Score -7863517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -7863525.500000 Penalty: 5288.956055
	Iteration 68Q: 3 clusters Score -7863526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -7863530.500000 Penalty: 5288.956055
	Iteration 69Q: 3 clusters Score -7863530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -7863526.500000 Penalty: 5288.956055
	Iteration 70Q: 3 clusters Score -7863526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -7863539.500000 Penalty: 5288.956055
	Iteration 71Q: 3 clusters Score -7863540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -7863534.000000 Penalty: 5288.956055
	Iteration 72Q: 3 clusters Score -7863534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -7863543.500000 Penalty: 5288.956055
	Iteration 73Q: 3 clusters Score -7863544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -7863545.000000 Penalty: 5288.956055
	Iteration 74Q: 3 clusters Score -7863545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -7863546.500000 Penalty: 5288.956055
	Iteration 75Q: 3 clusters Score -7863546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -7863550.500000 Penalty: 5288.956055
	Iteration 76Q: 3 clusters Score -7863550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -7863558.000000 Penalty: 5288.956055
	Iteration 77Q: 3 clusters Score -7863558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -7863565.000000 Penalty: 5288.956055
	Iteration 78Q: 3 clusters Score -7863565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -7863574.000000 Penalty: 5288.956055
	Iteration 79Q: 3 clusters Score -7863574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -7863564.500000 Penalty: 5288.956055
	Iteration 80F: 3 clusters Score -7863564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -7863557.500000 Penalty: 5288.956055
	Iteration 81Q: 3 clusters Score -7863558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -7863549.500000 Penalty: 5288.956055
	Iteration 82Q: 3 clusters Score -7863550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -7863549.000000 Penalty: 5288.956055
	Iteration 83Q: 3 clusters Score -7863549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -7863541.500000 Penalty: 5288.956055
	Iteration 84Q: 3 clusters Score -7863542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -7863544.000000 Penalty: 5288.956055
	Iteration 85Q: 3 clusters Score -7863544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -7863545.500000 Penalty: 5288.956055
	Iteration 86Q: 3 clusters Score -7863546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -7863554.000000 Penalty: 5288.956055
	Iteration 87Q: 3 clusters Score -7863554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -7863557.500000 Penalty: 5288.956055
	Iteration 88Q: 3 clusters Score -7863558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -7863554.000000 Penalty: 5288.956055
	Iteration 89Q: 3 clusters Score -7863554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -7863559.500000 Penalty: 5288.956055
	Iteration 90Q: 3 clusters Score -7863560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -7863550.500000 Penalty: 5288.956055
	Iteration 91Q: 3 clusters Score -7863550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -7863549.000000 Penalty: 5288.956055
	Iteration 92Q: 3 clusters Score -7863549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -7863551.500000 Penalty: 5288.956055
	Iteration 93Q: 3 clusters Score -7863552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -7863550.500000 Penalty: 5288.956055
	Iteration 94Q: 3 clusters Score -7863550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -7863551.000000 Penalty: 5288.956055
	Iteration 95Q: 3 clusters Score -7863551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -7863551.000000 Penalty: 5288.956055
	Iteration 96Q: 3 clusters Score -7863551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -7863554.000000 Penalty: 5288.956055
	Iteration 97Q: 3 clusters Score -7863554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -7863561.500000 Penalty: 5288.956055
	Iteration 98Q: 3 clusters Score -7863562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -7863561.000000 Penalty: 5288.956055
	Iteration 99Q: 3 clusters Score -7863561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -7863556.000000 Penalty: 5288.956055
	Iteration 100F: 3 clusters Score -7863556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -7863550.500000 Penalty: 5288.956055
	Iteration 101Q: 3 clusters Score -7863550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -7863549.500000 Penalty: 5288.956055
	Iteration 102Q: 3 clusters Score -7863550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -7863544.500000 Penalty: 5288.956055
	Iteration 103Q: 3 clusters Score -7863544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -7863548.000000 Penalty: 5288.956055
	Iteration 104Q: 3 clusters Score -7863548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -7863548.500000 Penalty: 5288.956055
	Iteration 105Q: 3 clusters Score -7863548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -7863544.000000 Penalty: 5288.956055
	Iteration 106Q: 3 clusters Score -7863544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -7863547.000000 Penalty: 5288.956055
	Iteration 107Q: 3 clusters Score -7863547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -7863547.000000 Penalty: 5288.956055
	Iteration 108F: 3 clusters Score -7863547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Entering Unmasked Estep 
Score: -71733.546875 Penalty: 1557.538208
	Iteration 0F: 2 clusters Score -71733.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -70251.062500 Penalty: 3115.076416
	Iteration 0F: 3 clusters Score -70251.06 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -70631.656250 Penalty: 3115.076416
	Iteration 1F: 3 clusters Score -70631.66 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -70899.859375 Penalty: 3115.076416
	Iteration 2F: 3 clusters Score -70899.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71090.625000 Penalty: 3115.076416
	Iteration 3F: 3 clusters Score -71090.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71218.789062 Penalty: 3115.076416
	Iteration 4F: 3 clusters Score -71218.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71279.320312 Penalty: 3115.076416
	Iteration 5Q: 3 clusters Score -71279.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71314.945312 Penalty: 3115.076416
	Iteration 6Q: 3 clusters Score -71314.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71362.539062 Penalty: 3115.076416
	Iteration 7Q: 3 clusters Score -71362.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71371.710938 Penalty: 3115.076416
	Iteration 8Q: 3 clusters Score -71371.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71372.617188 Penalty: 3115.076416
	Iteration 9Q: 3 clusters Score -71372.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71372.617188 Penalty: 3115.076416
	Iteration 10F: 3 clusters Score -71372.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Entering Unmasked Estep 
Score: -7762263.000000 Penalty: 2639.071289
	Iteration 0F: 2 clusters Score -7762263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -7733998.500000 Penalty: 5278.142578
	Iteration 0F: 3 clusters Score -7733998 nChanged 19301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -7744653.000000 Penalty: 5278.142578
	Iteration 1F: 3 clusters Score -7744653 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -7745199.000000 Penalty: 5278.142578
	Iteration 2Q: 3 clusters Score -7745199 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -7745601.000000 Penalty: 5278.142578
	Iteration 3Q: 3 clusters Score -7745601 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -7746000.500000 Penalty: 5278.142578
	Iteration 4Q: 3 clusters Score -7746000 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -7746346.500000 Penalty: 5278.142578
	Iteration 5Q: 3 clusters Score -7746346 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -7746798.500000 Penalty: 5278.142578
	Iteration 6Q: 3 clusters Score -7746798 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -7747374.500000 Penalty: 5278.142578
	Iteration 7Q: 3 clusters Score -7747374 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -7748263.000000 Penalty: 5278.142578
	Iteration 8Q: 3 clusters Score -7748263 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -7749568.000000 Penalty: 5278.142578
	Iteration 9F: 3 clusters Score -7749568 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -7751510.500000 Penalty: 5278.142578
	Iteration 10F: 3 clusters Score -7751510 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -7753836.500000 Penalty: 5278.142578
	Iteration 11F: 3 clusters Score -7753836 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -7756138.000000 Penalty: 5278.142578
	Iteration 12F: 3 clusters Score -7756138 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -7757815.000000 Penalty: 5278.142578
	Iteration 13Q: 3 clusters Score -7757815 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -7758834.000000 Penalty: 5278.142578
	Iteration 14Q: 3 clusters Score -7758834 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -7759408.000000 Penalty: 5278.142578
	Iteration 15Q: 3 clusters Score -7759408 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -7759675.500000 Penalty: 5278.142578
	Iteration 16Q: 3 clusters Score -7759676 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -7759802.500000 Penalty: 5278.142578
	Iteration 17Q: 3 clusters Score -7759802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -7759884.500000 Penalty: 5278.142578
	Iteration 18Q: 3 clusters Score -7759884 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 41225 members 
Entering Unmasked Estep 
Score: -7759913.000000 Penalty: 5278.142578
	Iteration 19Q: 3 clusters Score -7759913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -7759951.000000 Penalty: 5278.142578
	Iteration 20F: 3 clusters Score -7759951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -7759961.000000 Penalty: 5278.142578
	Iteration 21Q: 3 clusters Score -7759961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -7759977.500000 Penalty: 5278.142578
	Iteration 22Q: 3 clusters Score -7759978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -7759988.000000 Penalty: 5278.142578
	Iteration 23Q: 3 clusters Score -7759988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -7759994.500000 Penalty: 5278.142578
	Iteration 24Q: 3 clusters Score -7759994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -7760008.500000 Penalty: 5278.142578
	Iteration 25Q: 3 clusters Score -7760008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -7760015.500000 Penalty: 5278.142578
	Iteration 26Q: 3 clusters Score -7760016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -7760027.500000 Penalty: 5278.142578
	Iteration 27Q: 3 clusters Score -7760028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -7760033.000000 Penalty: 5278.142578
	Iteration 28Q: 3 clusters Score -7760033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -7760034.500000 Penalty: 5278.142578
	Iteration 29Q: 3 clusters Score -7760034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -7760046.500000 Penalty: 5278.142578
	Iteration 30Q: 3 clusters Score -7760046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -7760048.000000 Penalty: 5278.142578
	Iteration 31Q: 3 clusters Score -7760048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -7760045.000000 Penalty: 5278.142578
	Iteration 32Q: 3 clusters Score -7760045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -7760047.000000 Penalty: 5278.142578
	Iteration 33Q: 3 clusters Score -7760047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -7760048.000000 Penalty: 5278.142578
	Iteration 34Q: 3 clusters Score -7760048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -7760048.000000 Penalty: 5278.142578
	Iteration 35F: 3 clusters Score -7760048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Entering Unmasked Estep 
Score: -5466162.500000 Penalty: 2560.336914
	Iteration 0F: 2 clusters Score -5466162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -5445420.500000 Penalty: 5120.673828
	Iteration 0F: 3 clusters Score -5445420 nChanged 13676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5452689.500000 Penalty: 5120.673828
	Iteration 1F: 3 clusters Score -5452690 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -5453135.500000 Penalty: 5120.673828
	Iteration 2Q: 3 clusters Score -5453136 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -5453613.500000 Penalty: 5120.673828
	Iteration 3Q: 3 clusters Score -5453614 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -5454146.500000 Penalty: 5120.673828
	Iteration 4Q: 3 clusters Score -5454146 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -5454933.000000 Penalty: 5120.673828
	Iteration 5Q: 3 clusters Score -5454933 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -5456155.000000 Penalty: 5120.673828
	Iteration 6F: 3 clusters Score -5456155 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -5457873.000000 Penalty: 5120.673828
	Iteration 7F: 3 clusters Score -5457873 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -5459865.000000 Penalty: 5120.673828
	Iteration 8F: 3 clusters Score -5459865 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -5461655.500000 Penalty: 5120.673828
	Iteration 9F: 3 clusters Score -5461656 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -5462802.000000 Penalty: 5120.673828
	Iteration 10Q: 3 clusters Score -5462802 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -5463381.000000 Penalty: 5120.673828
	Iteration 11Q: 3 clusters Score -5463381 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -5463658.000000 Penalty: 5120.673828
	Iteration 12Q: 3 clusters Score -5463658 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -5463765.000000 Penalty: 5120.673828
	Iteration 13Q: 3 clusters Score -5463765 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -5463806.500000 Penalty: 5120.673828
	Iteration 14Q: 3 clusters Score -5463806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -5463836.500000 Penalty: 5120.673828
	Iteration 15Q: 3 clusters Score -5463836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -5463855.500000 Penalty: 5120.673828
	Iteration 16Q: 3 clusters Score -5463856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -5463865.500000 Penalty: 5120.673828
	Iteration 17Q: 3 clusters Score -5463866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -5463885.000000 Penalty: 5120.673828
	Iteration 18Q: 3 clusters Score -5463885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -5463885.000000 Penalty: 5120.673828
	Iteration 19Q: 3 clusters Score -5463885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -5463896.000000 Penalty: 5120.673828
	Iteration 20F: 3 clusters Score -5463896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -5463895.500000 Penalty: 5120.673828
	Iteration 21Q: 3 clusters Score -5463896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -5463898.500000 Penalty: 5120.673828
	Iteration 22Q: 3 clusters Score -5463898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -5463898.500000 Penalty: 5120.673828
	Iteration 23F: 3 clusters Score -5463898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Entering Unmasked Estep 
Score: -7744797.000000 Penalty: 2640.448975
	Iteration 0F: 2 clusters Score -7744797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -7716513.000000 Penalty: 5280.897949
	Iteration 0F: 3 clusters Score -7716513 nChanged 19249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -7727514.500000 Penalty: 5280.897949
	Iteration 1F: 3 clusters Score -7727514 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -7728432.500000 Penalty: 5280.897949
	Iteration 2Q: 3 clusters Score -7728432 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -7729612.000000 Penalty: 5280.897949
	Iteration 3F: 3 clusters Score -7729612 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -7731303.000000 Penalty: 5280.897949
	Iteration 4F: 3 clusters Score -7731303 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -7733624.000000 Penalty: 5280.897949
	Iteration 5F: 3 clusters Score -7733624 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -7736321.000000 Penalty: 5280.897949
	Iteration 6F: 3 clusters Score -7736321 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -7738910.000000 Penalty: 5280.897949
	Iteration 7F: 3 clusters Score -7738910 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -7740980.500000 Penalty: 5280.897949
	Iteration 8F: 3 clusters Score -7740980 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -7742216.500000 Penalty: 5280.897949
	Iteration 9Q: 3 clusters Score -7742216 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -7742681.500000 Penalty: 5280.897949
	Iteration 10Q: 3 clusters Score -7742682 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -7742913.500000 Penalty: 5280.897949
	Iteration 11Q: 3 clusters Score -7742914 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -7743033.500000 Penalty: 5280.897949
	Iteration 12Q: 3 clusters Score -7743034 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -7743124.500000 Penalty: 5280.897949
	Iteration 13Q: 3 clusters Score -7743124 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -7743245.500000 Penalty: 5280.897949
	Iteration 14Q: 3 clusters Score -7743246 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -7743283.000000 Penalty: 5280.897949
	Iteration 15Q: 3 clusters Score -7743283 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -7743321.000000 Penalty: 5280.897949
	Iteration 16Q: 3 clusters Score -7743321 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -7743384.000000 Penalty: 5280.897949
	Iteration 17Q: 3 clusters Score -7743384 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -7743431.000000 Penalty: 5280.897949
	Iteration 18Q: 3 clusters Score -7743431 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -7743485.500000 Penalty: 5280.897949
	Iteration 19Q: 3 clusters Score -7743486 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -7743483.000000 Penalty: 5280.897949
	Iteration 20F: 3 clusters Score -7743483 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -7743504.000000 Penalty: 5280.897949
	Iteration 21Q: 3 clusters Score -7743504 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -7743524.500000 Penalty: 5280.897949
	Iteration 22Q: 3 clusters Score -7743524 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -7743524.000000 Penalty: 5280.897949
	Iteration 23Q: 3 clusters Score -7743524 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -7743564.500000 Penalty: 5280.897949
	Iteration 24Q: 3 clusters Score -7743564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -7743582.000000 Penalty: 5280.897949
	Iteration 25Q: 3 clusters Score -7743582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -7743600.000000 Penalty: 5280.897949
	Iteration 26Q: 3 clusters Score -7743600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -7743600.000000 Penalty: 5280.897949
	Iteration 27Q: 3 clusters Score -7743600 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -7743618.000000 Penalty: 5280.897949
	Iteration 28Q: 3 clusters Score -7743618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -7743625.000000 Penalty: 5280.897949
	Iteration 29Q: 3 clusters Score -7743625 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -7743636.000000 Penalty: 5280.897949
	Iteration 30Q: 3 clusters Score -7743636 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -7743646.000000 Penalty: 5280.897949
	Iteration 31Q: 3 clusters Score -7743646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -7743660.500000 Penalty: 5280.897949
	Iteration 32Q: 3 clusters Score -7743660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -7743659.000000 Penalty: 5280.897949
	Iteration 33Q: 3 clusters Score -7743659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -7743682.500000 Penalty: 5280.897949
	Iteration 34Q: 3 clusters Score -7743682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -7743672.500000 Penalty: 5280.897949
	Iteration 35Q: 3 clusters Score -7743672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -7743676.000000 Penalty: 5280.897949
	Iteration 36Q: 3 clusters Score -7743676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -7743685.500000 Penalty: 5280.897949
	Iteration 37Q: 3 clusters Score -7743686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -7743684.500000 Penalty: 5280.897949
	Iteration 38Q: 3 clusters Score -7743684 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -7743679.500000 Penalty: 5280.897949
	Iteration 39Q: 3 clusters Score -7743680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -7743686.000000 Penalty: 5280.897949
	Iteration 40F: 3 clusters Score -7743686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -7743686.500000 Penalty: 5280.897949
	Iteration 41Q: 3 clusters Score -7743686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -7743680.000000 Penalty: 5280.897949
	Iteration 42Q: 3 clusters Score -7743680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7743674.000000 Penalty: 5280.897949
	Iteration 43Q: 3 clusters Score -7743674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -7743673.000000 Penalty: 5280.897949
	Iteration 44Q: 3 clusters Score -7743673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -7743679.000000 Penalty: 5280.897949
	Iteration 45Q: 3 clusters Score -7743679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -7743677.500000 Penalty: 5280.897949
	Iteration 46Q: 3 clusters Score -7743678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -7743687.500000 Penalty: 5280.897949
	Iteration 47Q: 3 clusters Score -7743688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -7743690.500000 Penalty: 5280.897949
	Iteration 48Q: 3 clusters Score -7743690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -7743685.500000 Penalty: 5280.897949
	Iteration 49Q: 3 clusters Score -7743686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -7743681.000000 Penalty: 5280.897949
	Iteration 50Q: 3 clusters Score -7743681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -7743680.000000 Penalty: 5280.897949
	Iteration 51Q: 3 clusters Score -7743680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -7743680.500000 Penalty: 5280.897949
	Iteration 52Q: 3 clusters Score -7743680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7743688.000000 Penalty: 5280.897949
	Iteration 53Q: 3 clusters Score -7743688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7743686.000000 Penalty: 5280.897949
	Iteration 54Q: 3 clusters Score -7743686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -7743688.000000 Penalty: 5280.897949
	Iteration 55Q: 3 clusters Score -7743688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -7743697.500000 Penalty: 5280.897949
	Iteration 56Q: 3 clusters Score -7743698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -7743686.500000 Penalty: 5280.897949
	Iteration 57Q: 3 clusters Score -7743686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -7743692.000000 Penalty: 5280.897949
	Iteration 58Q: 3 clusters Score -7743692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7743698.000000 Penalty: 5280.897949
	Iteration 59Q: 3 clusters Score -7743698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -7743697.500000 Penalty: 5280.897949
	Iteration 60F: 3 clusters Score -7743698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -7743698.500000 Penalty: 5280.897949
	Iteration 61Q: 3 clusters Score -7743698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -7743697.500000 Penalty: 5280.897949
	Iteration 62Q: 3 clusters Score -7743698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -7743699.500000 Penalty: 5280.897949
	Iteration 63Q: 3 clusters Score -7743700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -7743704.500000 Penalty: 5280.897949
	Iteration 64Q: 3 clusters Score -7743704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -7743705.500000 Penalty: 5280.897949
	Iteration 65Q: 3 clusters Score -7743706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -7743690.500000 Penalty: 5280.897949
	Iteration 66Q: 3 clusters Score -7743690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7743692.000000 Penalty: 5280.897949
	Iteration 67Q: 3 clusters Score -7743692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -7743693.000000 Penalty: 5280.897949
	Iteration 68Q: 3 clusters Score -7743693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7743696.000000 Penalty: 5280.897949
	Iteration 69Q: 3 clusters Score -7743696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -7743694.000000 Penalty: 5280.897949
	Iteration 70Q: 3 clusters Score -7743694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -7743709.000000 Penalty: 5280.897949
	Iteration 71Q: 3 clusters Score -7743709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -7743716.000000 Penalty: 5280.897949
	Iteration 72Q: 3 clusters Score -7743716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -7743728.000000 Penalty: 5280.897949
	Iteration 73Q: 3 clusters Score -7743728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -7743739.000000 Penalty: 5280.897949
	Iteration 74Q: 3 clusters Score -7743739 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -7743742.500000 Penalty: 5280.897949
	Iteration 75Q: 3 clusters Score -7743742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -7743731.000000 Penalty: 5280.897949
	Iteration 76Q: 3 clusters Score -7743731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -7743736.500000 Penalty: 5280.897949
	Iteration 77Q: 3 clusters Score -7743736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -7743740.500000 Penalty: 5280.897949
	Iteration 78Q: 3 clusters Score -7743740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -7743745.000000 Penalty: 5280.897949
	Iteration 79Q: 3 clusters Score -7743745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7743748.500000 Penalty: 5280.897949
	Iteration 80F: 3 clusters Score -7743748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -7743750.000000 Penalty: 5280.897949
	Iteration 81Q: 3 clusters Score -7743750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7743745.500000 Penalty: 5280.897949
	Iteration 82Q: 3 clusters Score -7743746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -7743752.500000 Penalty: 5280.897949
	Iteration 83Q: 3 clusters Score -7743752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7743747.000000 Penalty: 5280.897949
	Iteration 84Q: 3 clusters Score -7743747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7743749.000000 Penalty: 5280.897949
	Iteration 85Q: 3 clusters Score -7743749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7743751.500000 Penalty: 5280.897949
	Iteration 86Q: 3 clusters Score -7743752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7743758.000000 Penalty: 5280.897949
	Iteration 87Q: 3 clusters Score -7743758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7743755.000000 Penalty: 5280.897949
	Iteration 88Q: 3 clusters Score -7743755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7743754.000000 Penalty: 5280.897949
	Iteration 89Q: 3 clusters Score -7743754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7743759.500000 Penalty: 5280.897949
	Iteration 90Q: 3 clusters Score -7743760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7743763.000000 Penalty: 5280.897949
	Iteration 91Q: 3 clusters Score -7743763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7743762.000000 Penalty: 5280.897949
	Iteration 92Q: 3 clusters Score -7743762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7743763.500000 Penalty: 5280.897949
	Iteration 93Q: 3 clusters Score -7743764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7743755.000000 Penalty: 5280.897949
	Iteration 94Q: 3 clusters Score -7743755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7743752.000000 Penalty: 5280.897949
	Iteration 95Q: 3 clusters Score -7743752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7743753.000000 Penalty: 5280.897949
	Iteration 96Q: 3 clusters Score -7743753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7743749.500000 Penalty: 5280.897949
	Iteration 97Q: 3 clusters Score -7743750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -7743746.500000 Penalty: 5280.897949
	Iteration 98Q: 3 clusters Score -7743746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7743746.500000 Penalty: 5280.897949
	Iteration 99Q: 3 clusters Score -7743746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -7743745.000000 Penalty: 5280.897949
	Iteration 100F: 3 clusters Score -7743745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -7743747.500000 Penalty: 5280.897949
	Iteration 101Q: 3 clusters Score -7743748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7743745.500000 Penalty: 5280.897949
	Iteration 102Q: 3 clusters Score -7743746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7743750.000000 Penalty: 5280.897949
	Iteration 103Q: 3 clusters Score -7743750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -7743751.500000 Penalty: 5280.897949
	Iteration 104Q: 3 clusters Score -7743752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7743751.500000 Penalty: 5280.897949
	Iteration 105Q: 3 clusters Score -7743752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -7743754.000000 Penalty: 5280.897949
	Iteration 106Q: 3 clusters Score -7743754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -7743754.000000 Penalty: 5280.897949
	Iteration 107F: 3 clusters Score -7743754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (42980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Entering Unmasked Estep 
Score: -7929729.500000 Penalty: 2645.785645
	Iteration 0F: 2 clusters Score -7929730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -7900869.500000 Penalty: 5291.571289
	Iteration 0F: 3 clusters Score -7900870 nChanged 19692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -7911783.000000 Penalty: 5291.571289
	Iteration 1F: 3 clusters Score -7911783 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -7912405.500000 Penalty: 5291.571289
	Iteration 2Q: 3 clusters Score -7912406 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -7913116.000000 Penalty: 5291.571289
	Iteration 3Q: 3 clusters Score -7913116 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -7913950.500000 Penalty: 5291.571289
	Iteration 4Q: 3 clusters Score -7913950 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -7915067.500000 Penalty: 5291.571289
	Iteration 5F: 3 clusters Score -7915068 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -7916700.500000 Penalty: 5291.571289
	Iteration 6F: 3 clusters Score -7916700 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -7918932.500000 Penalty: 5291.571289
	Iteration 7F: 3 clusters Score -7918932 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -7921377.000000 Penalty: 5291.571289
	Iteration 8F: 3 clusters Score -7921377 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -7923450.500000 Penalty: 5291.571289
	Iteration 9F: 3 clusters Score -7923450 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -7924794.000000 Penalty: 5291.571289
	Iteration 10Q: 3 clusters Score -7924794 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -7925527.500000 Penalty: 5291.571289
	Iteration 11Q: 3 clusters Score -7925528 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -7925933.000000 Penalty: 5291.571289
	Iteration 12Q: 3 clusters Score -7925933 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -7926257.000000 Penalty: 5291.571289
	Iteration 13Q: 3 clusters Score -7926257 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -7926462.500000 Penalty: 5291.571289
	Iteration 14Q: 3 clusters Score -7926462 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -7926655.000000 Penalty: 5291.571289
	Iteration 15Q: 3 clusters Score -7926655 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -7926805.500000 Penalty: 5291.571289
	Iteration 16Q: 3 clusters Score -7926806 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -7926924.500000 Penalty: 5291.571289
	Iteration 17Q: 3 clusters Score -7926924 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -7927040.500000 Penalty: 5291.571289
	Iteration 18Q: 3 clusters Score -7927040 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -7927170.000000 Penalty: 5291.571289
	Iteration 19Q: 3 clusters Score -7927170 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -7927241.000000 Penalty: 5291.571289
	Iteration 20F: 3 clusters Score -7927241 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -7927326.500000 Penalty: 5291.571289
	Iteration 21Q: 3 clusters Score -7927326 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -7927411.500000 Penalty: 5291.571289
	Iteration 22Q: 3 clusters Score -7927412 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -7927477.500000 Penalty: 5291.571289
	Iteration 23Q: 3 clusters Score -7927478 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -7927503.000000 Penalty: 5291.571289
	Iteration 24Q: 3 clusters Score -7927503 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -7927537.000000 Penalty: 5291.571289
	Iteration 25Q: 3 clusters Score -7927537 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -7927546.000000 Penalty: 5291.571289
	Iteration 26Q: 3 clusters Score -7927546 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -7927568.500000 Penalty: 5291.571289
	Iteration 27Q: 3 clusters Score -7927568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -7927598.500000 Penalty: 5291.571289
	Iteration 28Q: 3 clusters Score -7927598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7927608.500000 Penalty: 5291.571289
	Iteration 29Q: 3 clusters Score -7927608 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -7927630.500000 Penalty: 5291.571289
	Iteration 30Q: 3 clusters Score -7927630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7927641.500000 Penalty: 5291.571289
	Iteration 31Q: 3 clusters Score -7927642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7927630.000000 Penalty: 5291.571289
	Iteration 32Q: 3 clusters Score -7927630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -7927646.500000 Penalty: 5291.571289
	Iteration 33Q: 3 clusters Score -7927646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -7927651.500000 Penalty: 5291.571289
	Iteration 34Q: 3 clusters Score -7927652 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -7927661.000000 Penalty: 5291.571289
	Iteration 35Q: 3 clusters Score -7927661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7927659.000000 Penalty: 5291.571289
	Iteration 36Q: 3 clusters Score -7927659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -7927668.000000 Penalty: 5291.571289
	Iteration 37Q: 3 clusters Score -7927668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7927673.000000 Penalty: 5291.571289
	Iteration 38Q: 3 clusters Score -7927673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -7927685.500000 Penalty: 5291.571289
	Iteration 39Q: 3 clusters Score -7927686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7927696.000000 Penalty: 5291.571289
	Iteration 40F: 3 clusters Score -7927696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7927689.000000 Penalty: 5291.571289
	Iteration 41Q: 3 clusters Score -7927689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7927684.500000 Penalty: 5291.571289
	Iteration 42Q: 3 clusters Score -7927684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7927693.000000 Penalty: 5291.571289
	Iteration 43Q: 3 clusters Score -7927693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7927693.500000 Penalty: 5291.571289
	Iteration 44Q: 3 clusters Score -7927694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7927709.000000 Penalty: 5291.571289
	Iteration 45Q: 3 clusters Score -7927709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7927708.000000 Penalty: 5291.571289
	Iteration 46Q: 3 clusters Score -7927708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7927709.500000 Penalty: 5291.571289
	Iteration 47Q: 3 clusters Score -7927710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7927730.500000 Penalty: 5291.571289
	Iteration 48Q: 3 clusters Score -7927730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7927716.500000 Penalty: 5291.571289
	Iteration 49Q: 3 clusters Score -7927716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7927720.500000 Penalty: 5291.571289
	Iteration 50Q: 3 clusters Score -7927720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -7927719.000000 Penalty: 5291.571289
	Iteration 51Q: 3 clusters Score -7927719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7927730.000000 Penalty: 5291.571289
	Iteration 52Q: 3 clusters Score -7927730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -7927741.500000 Penalty: 5291.571289
	Iteration 53Q: 3 clusters Score -7927742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7927735.000000 Penalty: 5291.571289
	Iteration 54Q: 3 clusters Score -7927735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7927734.000000 Penalty: 5291.571289
	Iteration 55Q: 3 clusters Score -7927734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7927738.500000 Penalty: 5291.571289
	Iteration 56Q: 3 clusters Score -7927738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7927742.000000 Penalty: 5291.571289
	Iteration 57Q: 3 clusters Score -7927742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7927752.500000 Penalty: 5291.571289
	Iteration 58Q: 3 clusters Score -7927752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7927752.500000 Penalty: 5291.571289
	Iteration 59Q: 3 clusters Score -7927752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7927749.500000 Penalty: 5291.571289
	Iteration 60F: 3 clusters Score -7927750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7927755.500000 Penalty: 5291.571289
	Iteration 61Q: 3 clusters Score -7927756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7927756.500000 Penalty: 5291.571289
	Iteration 62Q: 3 clusters Score -7927756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7927760.500000 Penalty: 5291.571289
	Iteration 63Q: 3 clusters Score -7927760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7927764.000000 Penalty: 5291.571289
	Iteration 64Q: 3 clusters Score -7927764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7927765.500000 Penalty: 5291.571289
	Iteration 65Q: 3 clusters Score -7927766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7927761.000000 Penalty: 5291.571289
	Iteration 66Q: 3 clusters Score -7927761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7927763.500000 Penalty: 5291.571289
	Iteration 67Q: 3 clusters Score -7927764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -7927770.000000 Penalty: 5291.571289
	Iteration 68Q: 3 clusters Score -7927770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7927771.000000 Penalty: 5291.571289
	Iteration 69Q: 3 clusters Score -7927771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7927760.500000 Penalty: 5291.571289
	Iteration 70Q: 3 clusters Score -7927760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7927757.500000 Penalty: 5291.571289
	Iteration 71Q: 3 clusters Score -7927758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7927755.000000 Penalty: 5291.571289
	Iteration 72Q: 3 clusters Score -7927755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7927763.500000 Penalty: 5291.571289
	Iteration 73Q: 3 clusters Score -7927764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7927763.500000 Penalty: 5291.571289
	Iteration 74F: 3 clusters Score -7927764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -26870.765625 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -26870.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -25805.166016 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -25805.17 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25998.828125 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -25998.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26060.685547 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -26060.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26097.621094 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -26097.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26121.568359 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -26121.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26141.662109 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -26141.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26143.601562 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -26143.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26143.601562 Penalty: 2846.937256
	Iteration 7F: 3 clusters Score -26143.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Entering Unmasked Estep 
Score: -7248396.000000 Penalty: 2622.739990
	Iteration 0F: 2 clusters Score -7248396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -7221745.500000 Penalty: 5245.479980
	Iteration 0F: 3 clusters Score -7221746 nChanged 17959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -7231742.000000 Penalty: 5245.479980
	Iteration 1F: 3 clusters Score -7231742 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -7232531.500000 Penalty: 5245.479980
	Iteration 2F: 3 clusters Score -7232532 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -7233567.500000 Penalty: 5245.479980
	Iteration 3F: 3 clusters Score -7233568 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -7234976.000000 Penalty: 5245.479980
	Iteration 4F: 3 clusters Score -7234976 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -7236662.500000 Penalty: 5245.479980
	Iteration 5F: 3 clusters Score -7236662 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -7238781.000000 Penalty: 5245.479980
	Iteration 6F: 3 clusters Score -7238781 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -7241081.500000 Penalty: 5245.479980
	Iteration 7F: 3 clusters Score -7241082 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -7242872.500000 Penalty: 5245.479980
	Iteration 8F: 3 clusters Score -7242872 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -7243819.000000 Penalty: 5245.479980
	Iteration 9Q: 3 clusters Score -7243819 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -7244196.500000 Penalty: 5245.479980
	Iteration 10Q: 3 clusters Score -7244196 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -7244520.000000 Penalty: 5245.479980
	Iteration 11Q: 3 clusters Score -7244520 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -7244731.000000 Penalty: 5245.479980
	Iteration 12Q: 3 clusters Score -7244731 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -7244880.000000 Penalty: 5245.479980
	Iteration 13Q: 3 clusters Score -7244880 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -7244983.500000 Penalty: 5245.479980
	Iteration 14Q: 3 clusters Score -7244984 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -7245108.000000 Penalty: 5245.479980
	Iteration 15Q: 3 clusters Score -7245108 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -7245188.000000 Penalty: 5245.479980
	Iteration 16Q: 3 clusters Score -7245188 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -7245302.000000 Penalty: 5245.479980
	Iteration 17Q: 3 clusters Score -7245302 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -7245377.000000 Penalty: 5245.479980
	Iteration 18Q: 3 clusters Score -7245377 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -7245449.500000 Penalty: 5245.479980
	Iteration 19Q: 3 clusters Score -7245450 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -7245510.000000 Penalty: 5245.479980
	Iteration 20F: 3 clusters Score -7245510 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -7245562.000000 Penalty: 5245.479980
	Iteration 21Q: 3 clusters Score -7245562 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -7245608.000000 Penalty: 5245.479980
	Iteration 22Q: 3 clusters Score -7245608 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -7245670.500000 Penalty: 5245.479980
	Iteration 23Q: 3 clusters Score -7245670 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -7245724.500000 Penalty: 5245.479980
	Iteration 24Q: 3 clusters Score -7245724 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -7245771.500000 Penalty: 5245.479980
	Iteration 25Q: 3 clusters Score -7245772 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -7245822.000000 Penalty: 5245.479980
	Iteration 26Q: 3 clusters Score -7245822 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -7245874.500000 Penalty: 5245.479980
	Iteration 27Q: 3 clusters Score -7245874 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -7245908.000000 Penalty: 5245.479980
	Iteration 28Q: 3 clusters Score -7245908 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -7245940.000000 Penalty: 5245.479980
	Iteration 29Q: 3 clusters Score -7245940 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -7246015.500000 Penalty: 5245.479980
	Iteration 30Q: 3 clusters Score -7246016 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -7246094.000000 Penalty: 5245.479980
	Iteration 31Q: 3 clusters Score -7246094 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -7246123.500000 Penalty: 5245.479980
	Iteration 32Q: 3 clusters Score -7246124 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -7246175.000000 Penalty: 5245.479980
	Iteration 33Q: 3 clusters Score -7246175 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -7246204.000000 Penalty: 5245.479980
	Iteration 34Q: 3 clusters Score -7246204 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -7246242.500000 Penalty: 5245.479980
	Iteration 35Q: 3 clusters Score -7246242 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -7246258.000000 Penalty: 5245.479980
	Iteration 36Q: 3 clusters Score -7246258 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -7246280.000000 Penalty: 5245.479980
	Iteration 37Q: 3 clusters Score -7246280 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7246305.000000 Penalty: 5245.479980
	Iteration 38Q: 3 clusters Score -7246305 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -7246320.500000 Penalty: 5245.479980
	Iteration 39Q: 3 clusters Score -7246320 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -7246345.500000 Penalty: 5245.479980
	Iteration 40F: 3 clusters Score -7246346 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7246374.500000 Penalty: 5245.479980
	Iteration 41Q: 3 clusters Score -7246374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7246375.500000 Penalty: 5245.479980
	Iteration 42Q: 3 clusters Score -7246376 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7246396.500000 Penalty: 5245.479980
	Iteration 43Q: 3 clusters Score -7246396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7246399.500000 Penalty: 5245.479980
	Iteration 44Q: 3 clusters Score -7246400 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7246427.000000 Penalty: 5245.479980
	Iteration 45Q: 3 clusters Score -7246427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -7246424.500000 Penalty: 5245.479980
	Iteration 46Q: 3 clusters Score -7246424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -7246442.000000 Penalty: 5245.479980
	Iteration 47Q: 3 clusters Score -7246442 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7246434.500000 Penalty: 5245.479980
	Iteration 48Q: 3 clusters Score -7246434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -7246447.500000 Penalty: 5245.479980
	Iteration 49Q: 3 clusters Score -7246448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7246437.500000 Penalty: 5245.479980
	Iteration 50Q: 3 clusters Score -7246438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7246437.500000 Penalty: 5245.479980
	Iteration 51Q: 3 clusters Score -7246438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7246446.500000 Penalty: 5245.479980
	Iteration 52Q: 3 clusters Score -7246446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7246456.500000 Penalty: 5245.479980
	Iteration 53Q: 3 clusters Score -7246456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7246471.500000 Penalty: 5245.479980
	Iteration 54Q: 3 clusters Score -7246472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7246469.000000 Penalty: 5245.479980
	Iteration 55Q: 3 clusters Score -7246469 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7246476.500000 Penalty: 5245.479980
	Iteration 56Q: 3 clusters Score -7246476 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7246495.500000 Penalty: 5245.479980
	Iteration 57Q: 3 clusters Score -7246496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7246494.000000 Penalty: 5245.479980
	Iteration 58Q: 3 clusters Score -7246494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7246507.500000 Penalty: 5245.479980
	Iteration 59Q: 3 clusters Score -7246508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7246511.000000 Penalty: 5245.479980
	Iteration 60F: 3 clusters Score -7246511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7246516.500000 Penalty: 5245.479980
	Iteration 61Q: 3 clusters Score -7246516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -7246508.500000 Penalty: 5245.479980
	Iteration 62Q: 3 clusters Score -7246508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7246515.500000 Penalty: 5245.479980
	Iteration 63Q: 3 clusters Score -7246516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7246513.500000 Penalty: 5245.479980
	Iteration 64Q: 3 clusters Score -7246514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7246510.500000 Penalty: 5245.479980
	Iteration 65Q: 3 clusters Score -7246510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7246522.000000 Penalty: 5245.479980
	Iteration 66Q: 3 clusters Score -7246522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7246513.500000 Penalty: 5245.479980
	Iteration 67Q: 3 clusters Score -7246514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7246510.000000 Penalty: 5245.479980
	Iteration 68Q: 3 clusters Score -7246510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7246522.000000 Penalty: 5245.479980
	Iteration 69Q: 3 clusters Score -7246522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7246526.500000 Penalty: 5245.479980
	Iteration 70Q: 3 clusters Score -7246526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7246525.000000 Penalty: 5245.479980
	Iteration 71Q: 3 clusters Score -7246525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7246521.000000 Penalty: 5245.479980
	Iteration 72Q: 3 clusters Score -7246521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7246523.000000 Penalty: 5245.479980
	Iteration 73Q: 3 clusters Score -7246523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7246518.000000 Penalty: 5245.479980
	Iteration 74Q: 3 clusters Score -7246518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7246529.000000 Penalty: 5245.479980
	Iteration 75Q: 3 clusters Score -7246529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7246531.000000 Penalty: 5245.479980
	Iteration 76Q: 3 clusters Score -7246531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7246537.500000 Penalty: 5245.479980
	Iteration 77Q: 3 clusters Score -7246538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7246541.000000 Penalty: 5245.479980
	Iteration 78Q: 3 clusters Score -7246541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7246544.000000 Penalty: 5245.479980
	Iteration 79Q: 3 clusters Score -7246544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7246541.000000 Penalty: 5245.479980
	Iteration 80F: 3 clusters Score -7246541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7246548.000000 Penalty: 5245.479980
	Iteration 81Q: 3 clusters Score -7246548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7246551.000000 Penalty: 5245.479980
	Iteration 82Q: 3 clusters Score -7246551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7246556.000000 Penalty: 5245.479980
	Iteration 83Q: 3 clusters Score -7246556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7246556.500000 Penalty: 5245.479980
	Iteration 84Q: 3 clusters Score -7246556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7246557.500000 Penalty: 5245.479980
	Iteration 85Q: 3 clusters Score -7246558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7246556.000000 Penalty: 5245.479980
	Iteration 86Q: 3 clusters Score -7246556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7246552.500000 Penalty: 5245.479980
	Iteration 87Q: 3 clusters Score -7246552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7246555.000000 Penalty: 5245.479980
	Iteration 88Q: 3 clusters Score -7246555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -7246559.000000 Penalty: 5245.479980
	Iteration 89Q: 3 clusters Score -7246559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7246557.500000 Penalty: 5245.479980
	Iteration 90Q: 3 clusters Score -7246558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7246555.500000 Penalty: 5245.479980
	Iteration 91Q: 3 clusters Score -7246556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -7246556.500000 Penalty: 5245.479980
	Iteration 92Q: 3 clusters Score -7246556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7246556.500000 Penalty: 5245.479980
	Iteration 93Q: 3 clusters Score -7246556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7246558.500000 Penalty: 5245.479980
	Iteration 94Q: 3 clusters Score -7246558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7246557.500000 Penalty: 5245.479980
	Iteration 95Q: 3 clusters Score -7246558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -7246562.000000 Penalty: 5245.479980
	Iteration 96Q: 3 clusters Score -7246562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7246567.500000 Penalty: 5245.479980
	Iteration 97Q: 3 clusters Score -7246568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7246569.500000 Penalty: 5245.479980
	Iteration 98Q: 3 clusters Score -7246570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7246570.500000 Penalty: 5245.479980
	Iteration 99Q: 3 clusters Score -7246570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7246565.000000 Penalty: 5245.479980
	Iteration 100F: 3 clusters Score -7246565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7246574.000000 Penalty: 5245.479980
	Iteration 101Q: 3 clusters Score -7246574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7246574.000000 Penalty: 5245.479980
	Iteration 102Q: 3 clusters Score -7246574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7246576.500000 Penalty: 5245.479980
	Iteration 103Q: 3 clusters Score -7246576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7246569.500000 Penalty: 5245.479980
	Iteration 104Q: 3 clusters Score -7246570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -7246577.500000 Penalty: 5245.479980
	Iteration 105Q: 3 clusters Score -7246578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7246572.500000 Penalty: 5245.479980
	Iteration 106Q: 3 clusters Score -7246572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7246577.500000 Penalty: 5245.479980
	Iteration 107Q: 3 clusters Score -7246578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7246581.500000 Penalty: 5245.479980
	Iteration 108Q: 3 clusters Score -7246582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7246581.500000 Penalty: 5245.479980
	Iteration 109Q: 3 clusters Score -7246582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7246581.000000 Penalty: 5245.479980
	Iteration 110Q: 3 clusters Score -7246581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7246581.000000 Penalty: 5245.479980
	Iteration 111Q: 3 clusters Score -7246581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7246581.500000 Penalty: 5245.479980
	Iteration 112Q: 3 clusters Score -7246582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -7246587.500000 Penalty: 5245.479980
	Iteration 113Q: 3 clusters Score -7246588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37735 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -7246590.000000 Penalty: 5245.479980
	Iteration 114Q: 3 clusters Score -7246590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -7246589.000000 Penalty: 5245.479980
	Iteration 115Q: 3 clusters Score -7246589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7246591.000000 Penalty: 5245.479980
	Iteration 116Q: 3 clusters Score -7246591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7246585.000000 Penalty: 5245.479980
	Iteration 117Q: 3 clusters Score -7246585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7246574.000000 Penalty: 5245.479980
	Iteration 118Q: 3 clusters Score -7246574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7246578.000000 Penalty: 5245.479980
	Iteration 119Q: 3 clusters Score -7246578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7246579.000000 Penalty: 5245.479980
	Iteration 120F: 3 clusters Score -7246579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7246579.000000 Penalty: 5245.479980
	Iteration 121Q: 3 clusters Score -7246579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7246577.500000 Penalty: 5245.479980
	Iteration 122Q: 3 clusters Score -7246578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -7246581.000000 Penalty: 5245.479980
	Iteration 123Q: 3 clusters Score -7246581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7246583.500000 Penalty: 5245.479980
	Iteration 124Q: 3 clusters Score -7246584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7246583.500000 Penalty: 5245.479980
	Iteration 125F: 3 clusters Score -7246584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -168385.656250 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -168385.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -166449.859375 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -166449.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -166779.890625 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -166779.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -166910.718750 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -166910.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -167035.750000 Penalty: 3453.272705
	Iteration 3F: 3 clusters Score -167035.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -167153.281250 Penalty: 3453.272705
	Iteration 4Q: 3 clusters Score -167153.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -167208.500000 Penalty: 3453.272705
	Iteration 5Q: 3 clusters Score -167208.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -167249.031250 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -167249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -167281.703125 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -167281.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -167300.656250 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -167300.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -167311.687500 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -167311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -167320.562500 Penalty: 3453.272705
	Iteration 10Q: 3 clusters Score -167320.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -167325.890625 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -167325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -167331.468750 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -167331.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -167339.359375 Penalty: 3453.272705
	Iteration 13Q: 3 clusters Score -167339.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -167351.890625 Penalty: 3453.272705
	Iteration 14Q: 3 clusters Score -167351.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -167355.359375 Penalty: 3453.272705
	Iteration 15Q: 3 clusters Score -167355.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -167355.843750 Penalty: 3453.272705
	Iteration 16Q: 3 clusters Score -167355.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -167357.718750 Penalty: 3453.272705
	Iteration 17Q: 3 clusters Score -167357.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -167357.718750 Penalty: 3453.272705
	Iteration 18F: 3 clusters Score -167357.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (48358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Entering Unmasked Estep 
Score: -8996803.000000 Penalty: 2675.023926
	Iteration 0F: 2 clusters Score -8996803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -8966474.000000 Penalty: 5350.047852
	Iteration 0F: 3 clusters Score -8966474 nChanged 22332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -8978619.000000 Penalty: 5350.047852
	Iteration 1F: 3 clusters Score -8978619 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -8979058.000000 Penalty: 5350.047852
	Iteration 2Q: 3 clusters Score -8979058 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -8979562.000000 Penalty: 5350.047852
	Iteration 3Q: 3 clusters Score -8979562 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -8979941.000000 Penalty: 5350.047852
	Iteration 4Q: 3 clusters Score -8979941 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -8980369.000000 Penalty: 5350.047852
	Iteration 5Q: 3 clusters Score -8980369 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -8980807.000000 Penalty: 5350.047852
	Iteration 6Q: 3 clusters Score -8980807 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -8981246.000000 Penalty: 5350.047852
	Iteration 7Q: 3 clusters Score -8981246 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -8981871.000000 Penalty: 5350.047852
	Iteration 8Q: 3 clusters Score -8981871 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -8982658.000000 Penalty: 5350.047852
	Iteration 9Q: 3 clusters Score -8982658 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -8983739.000000 Penalty: 5350.047852
	Iteration 10Q: 3 clusters Score -8983739 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -8985262.000000 Penalty: 5350.047852
	Iteration 11F: 3 clusters Score -8985262 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -8987191.000000 Penalty: 5350.047852
	Iteration 12F: 3 clusters Score -8987191 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -8989192.000000 Penalty: 5350.047852
	Iteration 13F: 3 clusters Score -8989192 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -8990548.000000 Penalty: 5350.047852
	Iteration 14F: 3 clusters Score -8990548 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 24415 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -8993275.000000 Penalty: 5350.047852
	Iteration 108Q: 3 clusters Score -8993275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -8993268.000000 Penalty: 5350.047852
	Iteration 109Q: 3 clusters Score -8993268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -8993263.000000 Penalty: 5350.047852
	Iteration 110Q: 3 clusters Score -8993263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -8993268.000000 Penalty: 5350.047852
	Iteration 111Q: 3 clusters Score -8993268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -8993259.000000 Penalty: 5350.047852
	Iteration 112Q: 3 clusters Score -8993259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 26980 members 
Entering Unmasked Estep 
Score: -8993269.000000 Penalty: 5350.047852
	Iteration 113Q: 3 clusters Score -8993269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -8993271.000000 Penalty: 5350.047852
	Iteration 114Q: 3 clusters Score -8993271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -8993265.000000 Penalty: 5350.047852
	Iteration 115Q: 3 clusters Score -8993265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -8993276.000000 Penalty: 5350.047852
	Iteration 116Q: 3 clusters Score -8993276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -8993278.000000 Penalty: 5350.047852
	Iteration 117Q: 3 clusters Score -8993278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -8993291.000000 Penalty: 5350.047852
	Iteration 118Q: 3 clusters Score -8993291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -8993286.000000 Penalty: 5350.047852
	Iteration 119Q: 3 clusters Score -8993286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -8993290.000000 Penalty: 5350.047852
	Iteration 120F: 3 clusters Score -8993290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -8993291.000000 Penalty: 5350.047852
	Iteration 121Q: 3 clusters Score -8993291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -8993299.000000 Penalty: 5350.047852
	Iteration 122Q: 3 clusters Score -8993299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -8993299.000000 Penalty: 5350.047852
	Iteration 123Q: 3 clusters Score -8993299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -8993298.000000 Penalty: 5350.047852
	Iteration 124Q: 3 clusters Score -8993298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -8993299.000000 Penalty: 5350.047852
	Iteration 125Q: 3 clusters Score -8993299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -8993300.000000 Penalty: 5350.047852
	Iteration 126Q: 3 clusters Score -8993300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -8993284.000000 Penalty: 5350.047852
	Iteration 127Q: 3 clusters Score -8993284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -8993284.000000 Penalty: 5350.047852
	Iteration 128Q: 3 clusters Score -8993284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -8993284.000000 Penalty: 5350.047852
	Iteration 129Q: 3 clusters Score -8993284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -8993284.000000 Penalty: 5350.047852
	Iteration 130Q: 3 clusters Score -8993284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -8993290.000000 Penalty: 5350.047852
	Iteration 131Q: 3 clusters Score -8993290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -8993289.000000 Penalty: 5350.047852
	Iteration 132Q: 3 clusters Score -8993289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -8993293.000000 Penalty: 5350.047852
	Iteration 133Q: 3 clusters Score -8993293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -8993288.000000 Penalty: 5350.047852
	Iteration 134Q: 3 clusters Score -8993288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -8993295.000000 Penalty: 5350.047852
	Iteration 135Q: 3 clusters Score -8993295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -8993295.000000 Penalty: 5350.047852
	Iteration 136F: 3 clusters Score -8993295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -56787.597656 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -56787.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55324.078125 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -55324.08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -55626.738281 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -55626.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55728.273438 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -55728.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55779.304688 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -55779.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55811.078125 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -55811.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55827.851562 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -55827.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55846.796875 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -55846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55863.382812 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -55863.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55905.269531 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -55905.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55938.945312 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -55938.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55964.078125 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -55964.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55976.031250 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -55976.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55980.007812 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -55980.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55980.531250 Penalty: 3082.445557
	Iteration 13Q: 3 clusters Score -55980.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55980.531250 Penalty: 3082.445557
	Iteration 14F: 3 clusters Score -55980.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 42783 members 
Mstep: Class 3 contains 46113 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 44292 members 
Mstep: Class 7 contains 42380 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42582 members 
Mstep: Class 11 contains 47855 members 
Mstep: Class 12 contains 42833 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47322 members 
Mstep: Class 16 contains 42754 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41832 members 
Mstep: Class 19 contains 30453 members 
Mstep: Class 20 contains 42065 members 
Mstep: Class 21 contains 42980 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39166 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48358 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929800.000000 Penalty: 86770.679688
Iteration 159Q: 27 clusters Score -1.269298e+08 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 42774 members 
Mstep: Class 3 contains 46113 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2491 members 
Mstep: Class 6 contains 44322 members 
Mstep: Class 7 contains 42419 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42585 members 
Mstep: Class 11 contains 47859 members 
Mstep: Class 12 contains 42820 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47341 members 
Mstep: Class 16 contains 42798 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41813 members 
Mstep: Class 19 contains 30417 members 
Mstep: Class 20 contains 42028 members 
Mstep: Class 21 contains 43024 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39120 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48342 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929616.000000 Penalty: 86770.679688
Iteration 160F: 27 clusters Score -1.269296e+08 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 42803 members 
Mstep: Class 3 contains 46143 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 2490 members 
Mstep: Class 6 contains 44319 members 
Mstep: Class 7 contains 42457 members 
Mstep: Class 8 contains 3849 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42623 members 
Mstep: Class 11 contains 47873 members 
Mstep: Class 12 contains 42811 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47321 members 
Mstep: Class 16 contains 42817 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41799 members 
Mstep: Class 19 contains 30379 members 
Mstep: Class 20 contains 42044 members 
Mstep: Class 21 contains 43062 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39063 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48292 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929768.000000 Penalty: 86770.679688
Iteration 161Q: 27 clusters Score -1.269298e+08 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 42807 members 
Mstep: Class 3 contains 46161 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 2489 members 
Mstep: Class 6 contains 44325 members 
Mstep: Class 7 contains 42485 members 
Mstep: Class 8 contains 3851 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42647 members 
Mstep: Class 11 contains 47851 members 
Mstep: Class 12 contains 42853 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47285 members 
Mstep: Class 16 contains 42829 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41781 members 
Mstep: Class 19 contains 30323 members 
Mstep: Class 20 contains 42054 members 
Mstep: Class 21 contains 43120 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 39036 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48251 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929840.000000 Penalty: 86770.679688
Iteration 162Q: 27 clusters Score -1.269298e+08 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 42825 members 
Mstep: Class 3 contains 46177 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 2486 members 
Mstep: Class 6 contains 44375 members 
Mstep: Class 7 contains 42478 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42670 members 
Mstep: Class 11 contains 47855 members 
Mstep: Class 12 contains 42873 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 47235 members 
Mstep: Class 16 contains 42829 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41811 members 
Mstep: Class 19 contains 30288 members 
Mstep: Class 20 contains 42069 members 
Mstep: Class 21 contains 43161 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38980 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48188 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930072.000000 Penalty: 86770.679688
Iteration 163Q: 27 clusters Score -1.269301e+08 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 42822 members 
Mstep: Class 3 contains 46173 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 2487 members 
Mstep: Class 6 contains 44415 members 
Mstep: Class 7 contains 42492 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42684 members 
Mstep: Class 11 contains 47847 members 
Mstep: Class 12 contains 42847 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 47237 members 
Mstep: Class 16 contains 42840 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41841 members 
Mstep: Class 19 contains 30251 members 
Mstep: Class 20 contains 42076 members 
Mstep: Class 21 contains 43184 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38950 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48168 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930520.000000 Penalty: 86770.679688
Iteration 164Q: 27 clusters Score -1.269305e+08 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 42865 members 
Mstep: Class 3 contains 46186 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 44467 members 
Mstep: Class 7 contains 42515 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42702 members 
Mstep: Class 11 contains 47831 members 
Mstep: Class 12 contains 42879 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 47231 members 
Mstep: Class 16 contains 42820 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41853 members 
Mstep: Class 19 contains 30210 members 
Mstep: Class 20 contains 42107 members 
Mstep: Class 21 contains 43216 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38879 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48108 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930704.000000 Penalty: 86770.679688
Iteration 165Q: 27 clusters Score -1.269307e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 42900 members 
Mstep: Class 3 contains 46178 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2480 members 
Mstep: Class 6 contains 44527 members 
Mstep: Class 7 contains 42533 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42726 members 
Mstep: Class 11 contains 47819 members 
Mstep: Class 12 contains 42925 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 47193 members 
Mstep: Class 16 contains 42834 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41873 members 
Mstep: Class 19 contains 30167 members 
Mstep: Class 20 contains 42111 members 
Mstep: Class 21 contains 43249 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38837 members 
Mstep: Class 24 contains 1056 members 
Mstep: Class 25 contains 48027 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930176.000000 Penalty: 86770.679688
Iteration 166Q: 27 clusters Score -1.269302e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 42931 members 
Mstep: Class 3 contains 46170 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2478 members 
Mstep: Class 6 contains 44604 members 
Mstep: Class 7 contains 42564 members 
Mstep: Class 8 contains 3853 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42758 members 
Mstep: Class 11 contains 47802 members 
Mstep: Class 12 contains 42951 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 837 members 
Mstep: Class 15 contains 47128 members 
Mstep: Class 16 contains 42847 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41910 members 
Mstep: Class 19 contains 30115 members 
Mstep: Class 20 contains 42096 members 
Mstep: Class 21 contains 43278 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38771 members 
Mstep: Class 24 contains 1055 members 
Mstep: Class 25 contains 47966 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930776.000000 Penalty: 86770.679688
Iteration 167Q: 27 clusters Score -1.269308e+08 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 42963 members 
Mstep: Class 3 contains 46175 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2480 members 
Mstep: Class 6 contains 44650 members 
Mstep: Class 7 contains 42599 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42788 members 
Mstep: Class 11 contains 47795 members 
Mstep: Class 12 contains 42981 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 47094 members 
Mstep: Class 16 contains 42838 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41919 members 
Mstep: Class 19 contains 30066 members 
Mstep: Class 20 contains 42092 members 
Mstep: Class 21 contains 43302 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38712 members 
Mstep: Class 24 contains 1055 members 
Mstep: Class 25 contains 47945 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930944.000000 Penalty: 86770.679688
Iteration 168Q: 27 clusters Score -1.269309e+08 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 42975 members 
Mstep: Class 3 contains 46185 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2480 members 
Mstep: Class 6 contains 44684 members 
Mstep: Class 7 contains 42609 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42824 members 
Mstep: Class 11 contains 47812 members 
Mstep: Class 12 contains 42992 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 47064 members 
Mstep: Class 16 contains 42817 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41941 members 
Mstep: Class 19 contains 30037 members 
Mstep: Class 20 contains 42090 members 
Mstep: Class 21 contains 43329 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38659 members 
Mstep: Class 24 contains 1055 members 
Mstep: Class 25 contains 47944 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931104.000000 Penalty: 86770.679688
Iteration 169Q: 27 clusters Score -1.269311e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 42990 members 
Mstep: Class 3 contains 46212 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2480 members 
Mstep: Class 6 contains 44662 members 
Mstep: Class 7 contains 42613 members 
Mstep: Class 8 contains 3856 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42851 members 
Mstep: Class 11 contains 47868 members 
Mstep: Class 12 contains 43001 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 47047 members 
Mstep: Class 16 contains 42818 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41960 members 
Mstep: Class 19 contains 30001 members 
Mstep: Class 20 contains 42068 members 
Mstep: Class 21 contains 43365 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38616 members 
Mstep: Class 24 contains 1055 members 
Mstep: Class 25 contains 47950 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930896.000000 Penalty: 86770.679688
Iteration 170Q: 27 clusters Score -1.269309e+08 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 42977 members 
Mstep: Class 3 contains 46241 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2479 members 
Mstep: Class 6 contains 44674 members 
Mstep: Class 7 contains 42638 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42873 members 
Mstep: Class 11 contains 47868 members 
Mstep: Class 12 contains 42964 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 47042 members 
Mstep: Class 16 contains 42818 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41981 members 
Mstep: Class 19 contains 29952 members 
Mstep: Class 20 contains 42074 members 
Mstep: Class 21 contains 43399 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38586 members 
Mstep: Class 24 contains 1055 members 
Mstep: Class 25 contains 47943 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930960.000000 Penalty: 86770.679688
Iteration 171Q: 27 clusters Score -1.26931e+08 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 42987 members 
Mstep: Class 3 contains 46247 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2476 members 
Mstep: Class 6 contains 44696 members 
Mstep: Class 7 contains 42687 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42875 members 
Mstep: Class 11 contains 47897 members 
Mstep: Class 12 contains 42959 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 47020 members 
Mstep: Class 16 contains 42823 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42018 members 
Mstep: Class 19 contains 29910 members 
Mstep: Class 20 contains 42051 members 
Mstep: Class 21 contains 43417 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38514 members 
Mstep: Class 24 contains 1055 members 
Mstep: Class 25 contains 47921 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930952.000000 Penalty: 86770.679688
Iteration 172Q: 27 clusters Score -1.26931e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 43024 members 
Mstep: Class 3 contains 46273 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2477 members 
Mstep: Class 6 contains 44703 members 
Mstep: Class 7 contains 42719 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42886 members 
Mstep: Class 11 contains 47942 members 
Mstep: Class 12 contains 42956 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 835 members 
Mstep: Class 15 contains 47014 members 
Mstep: Class 16 contains 42798 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42033 members 
Mstep: Class 19 contains 29869 members 
Mstep: Class 20 contains 42033 members 
Mstep: Class 21 contains 43449 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38451 members 
Mstep: Class 24 contains 1054 members 
Mstep: Class 25 contains 47884 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931200.000000 Penalty: 86770.679688
Iteration 173Q: 27 clusters Score -1.269312e+08 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 43033 members 
Mstep: Class 3 contains 46311 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2472 members 
Mstep: Class 6 contains 44704 members 
Mstep: Class 7 contains 42735 members 
Mstep: Class 8 contains 3860 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42893 members 
Mstep: Class 11 contains 47923 members 
Mstep: Class 12 contains 42980 members 
Mstep: Class 13 contains 373 members 
Mstep: Class 14 contains 834 members 
Mstep: Class 15 contains 47052 members 
Mstep: Class 16 contains 42817 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41995 members 
Mstep: Class 19 contains 29829 members 
Mstep: Class 20 contains 42029 members 
Mstep: Class 21 contains 43517 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38366 members 
Mstep: Class 24 contains 1054 members 
Mstep: Class 25 contains 47855 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931216.000000 Penalty: 86770.679688
Iteration 174Q: 27 clusters Score -1.269312e+08 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 43058 members 
Mstep: Class 3 contains 46332 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2469 members 
Mstep: Class 6 contains 44703 members 
Mstep: Class 7 contains 42746 members 
Mstep: Class 8 contains 3859 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42896 members 
Mstep: Class 11 contains 47955 members 
Mstep: Class 12 contains 43025 members 
Mstep: Class 13 contains 372 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 47077 members 
Mstep: Class 16 contains 42815 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41964 members 
Mstep: Class 19 contains 29794 members 
Mstep: Class 20 contains 42035 members 
Mstep: Class 21 contains 43584 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38273 members 
Mstep: Class 24 contains 1053 members 
Mstep: Class 25 contains 47792 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931416.000000 Penalty: 86770.679688
Iteration 175Q: 27 clusters Score -1.269314e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 43074 members 
Mstep: Class 3 contains 46355 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2470 members 
Mstep: Class 6 contains 44716 members 
Mstep: Class 7 contains 42774 members 
Mstep: Class 8 contains 3863 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42895 members 
Mstep: Class 11 contains 47941 members 
Mstep: Class 12 contains 43023 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 833 members 
Mstep: Class 15 contains 47096 members 
Mstep: Class 16 contains 42818 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41932 members 
Mstep: Class 19 contains 29742 members 
Mstep: Class 20 contains 42036 members 
Mstep: Class 21 contains 43646 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38246 members 
Mstep: Class 24 contains 1050 members 
Mstep: Class 25 contains 47755 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931488.000000 Penalty: 86770.679688
Iteration 176Q: 27 clusters Score -1.269315e+08 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 43118 members 
Mstep: Class 3 contains 46353 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2470 members 
Mstep: Class 6 contains 44776 members 
Mstep: Class 7 contains 42831 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42890 members 
Mstep: Class 11 contains 47917 members 
Mstep: Class 12 contains 43021 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 47112 members 
Mstep: Class 16 contains 42812 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41932 members 
Mstep: Class 19 contains 29691 members 
Mstep: Class 20 contains 42058 members 
Mstep: Class 21 contains 43678 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38178 members 
Mstep: Class 24 contains 1050 members 
Mstep: Class 25 contains 47720 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931880.000000 Penalty: 86770.679688
Iteration 177Q: 27 clusters Score -1.269319e+08 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 43156 members 
Mstep: Class 3 contains 46391 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2468 members 
Mstep: Class 6 contains 44858 members 
Mstep: Class 7 contains 42858 members 
Mstep: Class 8 contains 3871 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42881 members 
Mstep: Class 11 contains 47918 members 
Mstep: Class 12 contains 43039 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 47082 members 
Mstep: Class 16 contains 42799 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41972 members 
Mstep: Class 19 contains 29634 members 
Mstep: Class 20 contains 42022 members 
Mstep: Class 21 contains 43708 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 38089 members 
Mstep: Class 24 contains 1050 members 
Mstep: Class 25 contains 47713 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931800.000000 Penalty: 86770.679688
Iteration 178Q: 27 clusters Score -1.269318e+08 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 43229 members 
Mstep: Class 3 contains 46417 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 44890 members 
Mstep: Class 7 contains 42902 members 
Mstep: Class 8 contains 3873 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42872 members 
Mstep: Class 11 contains 47920 members 
Mstep: Class 12 contains 43021 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 47097 members 
Mstep: Class 16 contains 42797 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42013 members 
Mstep: Class 19 contains 29578 members 
Mstep: Class 20 contains 42016 members 
Mstep: Class 21 contains 43722 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37994 members 
Mstep: Class 24 contains 1050 members 
Mstep: Class 25 contains 47716 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931968.000000 Penalty: 86770.679688
Iteration 179Q: 27 clusters Score -1.26932e+08 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 43292 members 
Mstep: Class 3 contains 46451 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2465 members 
Mstep: Class 6 contains 44960 members 
Mstep: Class 7 contains 42924 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42866 members 
Mstep: Class 11 contains 47922 members 
Mstep: Class 12 contains 43052 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 47097 members 
Mstep: Class 16 contains 42790 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42012 members 
Mstep: Class 19 contains 29509 members 
Mstep: Class 20 contains 42013 members 
Mstep: Class 21 contains 43757 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37916 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 47645 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932144.000000 Penalty: 86770.679688
Iteration 180F: 27 clusters Score -1.269321e+08 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 43339 members 
Mstep: Class 3 contains 46471 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 2461 members 
Mstep: Class 6 contains 45016 members 
Mstep: Class 7 contains 42930 members 
Mstep: Class 8 contains 3883 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42855 members 
Mstep: Class 11 contains 47957 members 
Mstep: Class 12 contains 43092 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 47095 members 
Mstep: Class 16 contains 42788 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42024 members 
Mstep: Class 19 contains 29452 members 
Mstep: Class 20 contains 42037 members 
Mstep: Class 21 contains 43801 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37816 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 47567 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932048.000000 Penalty: 86770.679688
Iteration 181Q: 27 clusters Score -1.26932e+08 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 43362 members 
Mstep: Class 3 contains 46496 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 2458 members 
Mstep: Class 6 contains 45024 members 
Mstep: Class 7 contains 42930 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42874 members 
Mstep: Class 11 contains 47968 members 
Mstep: Class 12 contains 43130 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 47090 members 
Mstep: Class 16 contains 42794 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 42012 members 
Mstep: Class 19 contains 29388 members 
Mstep: Class 20 contains 42030 members 
Mstep: Class 21 contains 43846 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37738 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 47549 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932664.000000 Penalty: 86770.679688
Iteration 182Q: 27 clusters Score -1.269327e+08 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 43351 members 
Mstep: Class 3 contains 46510 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 45063 members 
Mstep: Class 7 contains 42957 members 
Mstep: Class 8 contains 3895 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42864 members 
Mstep: Class 11 contains 47976 members 
Mstep: Class 12 contains 43201 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 47090 members 
Mstep: Class 16 contains 42791 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41976 members 
Mstep: Class 19 contains 29320 members 
Mstep: Class 20 contains 42020 members 
Mstep: Class 21 contains 43881 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37671 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 47543 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932888.000000 Penalty: 86770.679688
Iteration 183Q: 27 clusters Score -1.269329e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 43336 members 
Mstep: Class 3 contains 46520 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 2445 members 
Mstep: Class 6 contains 45124 members 
Mstep: Class 7 contains 42945 members 
Mstep: Class 8 contains 3897 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42853 members 
Mstep: Class 11 contains 48015 members 
Mstep: Class 12 contains 43267 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 47100 members 
Mstep: Class 16 contains 42794 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41933 members 
Mstep: Class 19 contains 29274 members 
Mstep: Class 20 contains 42038 members 
Mstep: Class 21 contains 43875 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37617 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 47538 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932952.000000 Penalty: 86770.679688
Iteration 184Q: 27 clusters Score -1.26933e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 43356 members 
Mstep: Class 3 contains 46540 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 45177 members 
Mstep: Class 7 contains 42931 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42826 members 
Mstep: Class 11 contains 48082 members 
Mstep: Class 12 contains 43289 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 47119 members 
Mstep: Class 16 contains 42817 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41935 members 
Mstep: Class 19 contains 29227 members 
Mstep: Class 20 contains 42021 members 
Mstep: Class 21 contains 43880 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37548 members 
Mstep: Class 24 contains 1048 members 
Mstep: Class 25 contains 47486 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932776.000000 Penalty: 86770.679688
Iteration 185Q: 27 clusters Score -1.269328e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 43379 members 
Mstep: Class 3 contains 46543 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 2440 members 
Mstep: Class 6 contains 45235 members 
Mstep: Class 7 contains 42943 members 
Mstep: Class 8 contains 3909 members 
Mstep: Class 9 contains 748 members 
Mstep: Class 10 contains 42831 members 
Mstep: Class 11 contains 48083 members 
Mstep: Class 12 contains 43276 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 830 members 
Mstep: Class 15 contains 47141 members 
Mstep: Class 16 contains 42841 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41949 members 
Mstep: Class 19 contains 29170 members 
Mstep: Class 20 contains 42004 members 
Mstep: Class 21 contains 43906 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37490 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 47443 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932608.000000 Penalty: 86770.679688
Iteration 186Q: 27 clusters Score -1.269326e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 43395 members 
Mstep: Class 3 contains 46570 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 2438 members 
Mstep: Class 6 contains 45316 members 
Mstep: Class 7 contains 42950 members 
Mstep: Class 8 contains 3913 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 42832 members 
Mstep: Class 11 contains 48132 members 
Mstep: Class 12 contains 43277 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 47150 members 
Mstep: Class 16 contains 42827 members 
Mstep: Class 17 contains 534 members 
Mstep: Class 18 contains 41934 members 
Mstep: Class 19 contains 29115 members 
Mstep: Class 20 contains 41989 members 
Mstep: Class 21 contains 43949 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37434 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 47398 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932600.000000 Penalty: 86770.679688
Iteration 187Q: 27 clusters Score -1.269326e+08 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 43353 members 
Mstep: Class 3 contains 46594 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 2433 members 
Mstep: Class 6 contains 45350 members 
Mstep: Class 7 contains 42946 members 
Mstep: Class 8 contains 3920 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 42825 members 
Mstep: Class 11 contains 48178 members 
Mstep: Class 12 contains 43293 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 47160 members 
Mstep: Class 16 contains 42830 members 
Mstep: Class 17 contains 533 members 
Mstep: Class 18 contains 41950 members 
Mstep: Class 19 contains 29064 members 
Mstep: Class 20 contains 41980 members 
Mstep: Class 21 contains 44007 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37392 members 
Mstep: Class 24 contains 1047 members 
Mstep: Class 25 contains 47330 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932680.000000 Penalty: 86770.679688
Iteration 188Q: 27 clusters Score -1.269327e+08 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 43358 members 
Mstep: Class 3 contains 46611 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 2430 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 42958 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 42831 members 
Mstep: Class 11 contains 48184 members 
Mstep: Class 12 contains 43295 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 47166 members 
Mstep: Class 16 contains 42827 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 41928 members 
Mstep: Class 19 contains 29003 members 
Mstep: Class 20 contains 41963 members 
Mstep: Class 21 contains 44071 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37359 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 47267 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932456.000000 Penalty: 86770.679688
Iteration 189Q: 27 clusters Score -1.269325e+08 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 43346 members 
Mstep: Class 3 contains 46628 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 45453 members 
Mstep: Class 7 contains 42970 members 
Mstep: Class 8 contains 3938 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 42817 members 
Mstep: Class 11 contains 48172 members 
Mstep: Class 12 contains 43312 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 47199 members 
Mstep: Class 16 contains 42838 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 41910 members 
Mstep: Class 19 contains 28943 members 
Mstep: Class 20 contains 41963 members 
Mstep: Class 21 contains 44106 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37344 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 47194 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932616.000000 Penalty: 86770.679688
Iteration 190Q: 27 clusters Score -1.269326e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 43328 members 
Mstep: Class 3 contains 46631 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 45513 members 
Mstep: Class 7 contains 42934 members 
Mstep: Class 8 contains 3951 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 42810 members 
Mstep: Class 11 contains 48196 members 
Mstep: Class 12 contains 43364 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 47207 members 
Mstep: Class 16 contains 42832 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 41889 members 
Mstep: Class 19 contains 28894 members 
Mstep: Class 20 contains 41968 members 
Mstep: Class 21 contains 44155 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37319 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 47140 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932720.000000 Penalty: 86770.679688
Iteration 191Q: 27 clusters Score -1.269327e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 43289 members 
Mstep: Class 3 contains 46633 members 
Mstep: Class 4 contains 1149 members 
Mstep: Class 5 contains 2425 members 
Mstep: Class 6 contains 45548 members 
Mstep: Class 7 contains 42911 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 42807 members 
Mstep: Class 11 contains 48197 members 
Mstep: Class 12 contains 43398 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 47170 members 
Mstep: Class 16 contains 42844 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 41912 members 
Mstep: Class 19 contains 28837 members 
Mstep: Class 20 contains 41957 members 
Mstep: Class 21 contains 44185 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37325 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 47145 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932520.000000 Penalty: 86770.679688
Iteration 192Q: 27 clusters Score -1.269325e+08 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 43254 members 
Mstep: Class 3 contains 46644 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 2424 members 
Mstep: Class 6 contains 45563 members 
Mstep: Class 7 contains 42881 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 42796 members 
Mstep: Class 11 contains 48236 members 
Mstep: Class 12 contains 43423 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 47165 members 
Mstep: Class 16 contains 42848 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 41922 members 
Mstep: Class 19 contains 28791 members 
Mstep: Class 20 contains 41960 members 
Mstep: Class 21 contains 44198 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37323 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 47146 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932480.000000 Penalty: 86770.679688
Iteration 193Q: 27 clusters Score -1.269325e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 43241 members 
Mstep: Class 3 contains 46659 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 45570 members 
Mstep: Class 7 contains 42857 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 42790 members 
Mstep: Class 11 contains 48225 members 
Mstep: Class 12 contains 43489 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 47131 members 
Mstep: Class 16 contains 42859 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 41932 members 
Mstep: Class 19 contains 28754 members 
Mstep: Class 20 contains 41968 members 
Mstep: Class 21 contains 44219 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37322 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 47111 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932496.000000 Penalty: 86770.679688
Iteration 194Q: 27 clusters Score -1.269325e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 43229 members 
Mstep: Class 3 contains 46675 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 45584 members 
Mstep: Class 7 contains 42843 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 42777 members 
Mstep: Class 11 contains 48205 members 
Mstep: Class 12 contains 43553 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 827 members 
Mstep: Class 15 contains 47135 members 
Mstep: Class 16 contains 42871 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 41956 members 
Mstep: Class 19 contains 28704 members 
Mstep: Class 20 contains 41947 members 
Mstep: Class 21 contains 44233 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37319 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 47046 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932720.000000 Penalty: 86770.679688
Iteration 195Q: 27 clusters Score -1.269327e+08 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 43214 members 
Mstep: Class 3 contains 46699 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 45610 members 
Mstep: Class 7 contains 42798 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 42761 members 
Mstep: Class 11 contains 48187 members 
Mstep: Class 12 contains 43623 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 47120 members 
Mstep: Class 16 contains 42868 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 41968 members 
Mstep: Class 19 contains 28657 members 
Mstep: Class 20 contains 41937 members 
Mstep: Class 21 contains 44286 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37321 members 
Mstep: Class 24 contains 1049 members 
Mstep: Class 25 contains 46988 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932776.000000 Penalty: 86770.679688
Iteration 196Q: 27 clusters Score -1.269328e+08 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 43214 members 
Mstep: Class 3 contains 46729 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 45590 members 
Mstep: Class 7 contains 42779 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 42750 members 
Mstep: Class 11 contains 48192 members 
Mstep: Class 12 contains 43694 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 47084 members 
Mstep: Class 16 contains 42878 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 41982 members 
Mstep: Class 19 contains 28616 members 
Mstep: Class 20 contains 41900 members 
Mstep: Class 21 contains 44353 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37328 members 
Mstep: Class 24 contains 1047 members 
Mstep: Class 25 contains 46938 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933152.000000 Penalty: 86770.679688
Iteration 197Q: 27 clusters Score -1.269332e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 43221 members 
Mstep: Class 3 contains 46761 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 2419 members 
Mstep: Class 6 contains 45578 members 
Mstep: Class 7 contains 42735 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 747 members 
Mstep: Class 10 contains 42732 members 
Mstep: Class 11 contains 48184 members 
Mstep: Class 12 contains 43749 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 47093 members 
Mstep: Class 16 contains 42876 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 41973 members 
Mstep: Class 19 contains 28582 members 
Mstep: Class 20 contains 41875 members 
Mstep: Class 21 contains 44403 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37356 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 46904 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933136.000000 Penalty: 86770.679688
Iteration 198Q: 27 clusters Score -1.269331e+08 nChanged 2322
Entering ConstructFrom: 
Score: -126933136.000000 Penalty: 86770.679688
Entering ConstructFrom: 
Trying to split cluster 1 (42797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Entering Unmasked Estep 
Score: -7948033.000000 Penalty: 2644.727539
	Iteration 0F: 2 clusters Score -7948033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -7919632.500000 Penalty: 5289.455078
	Iteration 0F: 3 clusters Score -7919632 nChanged 19697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -7930545.000000 Penalty: 5289.455078
	Iteration 1F: 3 clusters Score -7930545 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -7930957.000000 Penalty: 5289.455078
	Iteration 2Q: 3 clusters Score -7930957 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -7931392.500000 Penalty: 5289.455078
	Iteration 3Q: 3 clusters Score -7931392 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -7931760.000000 Penalty: 5289.455078
	Iteration 4Q: 3 clusters Score -7931760 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -7932241.000000 Penalty: 5289.455078
	Iteration 5Q: 3 clusters Score -7932241 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -7932970.500000 Penalty: 5289.455078
	Iteration 6Q: 3 clusters Score -7932970 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -7933985.500000 Penalty: 5289.455078
	Iteration 7Q: 3 clusters Score -7933986 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -7935468.000000 Penalty: 5289.455078
	Iteration 8F: 3 clusters Score -7935468 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -7937640.500000 Penalty: 5289.455078
	Iteration 9F: 3 clusters Score -7937640 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -7940081.000000 Penalty: 5289.455078
	Iteration 10F: 3 clusters Score -7940081 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -7942261.000000 Penalty: 5289.455078
	Iteration 11F: 3 clusters Score -7942261 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7943789.000000 Penalty: 5289.455078
	Iteration 12Q: 3 clusters Score -7943789 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7944667.500000 Penalty: 5289.455078
	Iteration 13Q: 3 clusters Score -7944668 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7945168.000000 Penalty: 5289.455078
	Iteration 14Q: 3 clusters Score -7945168 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -7945403.500000 Penalty: 5289.455078
	Iteration 15Q: 3 clusters Score -7945404 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7945572.500000 Penalty: 5289.455078
	Iteration 16Q: 3 clusters Score -7945572 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7945665.500000 Penalty: 5289.455078
	Iteration 17Q: 3 clusters Score -7945666 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7945707.500000 Penalty: 5289.455078
	Iteration 18Q: 3 clusters Score -7945708 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7945752.500000 Penalty: 5289.455078
	Iteration 19Q: 3 clusters Score -7945752 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7945775.000000 Penalty: 5289.455078
	Iteration 20F: 3 clusters Score -7945775 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7945813.000000 Penalty: 5289.455078
	Iteration 21Q: 3 clusters Score -7945813 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7945823.500000 Penalty: 5289.455078
	Iteration 22Q: 3 clusters Score -7945824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7945827.500000 Penalty: 5289.455078
	Iteration 23Q: 3 clusters Score -7945828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7945830.000000 Penalty: 5289.455078
	Iteration 24Q: 3 clusters Score -7945830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7945842.000000 Penalty: 5289.455078
	Iteration 25Q: 3 clusters Score -7945842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7945857.500000 Penalty: 5289.455078
	Iteration 26Q: 3 clusters Score -7945858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7945866.500000 Penalty: 5289.455078
	Iteration 27Q: 3 clusters Score -7945866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7945873.000000 Penalty: 5289.455078
	Iteration 28Q: 3 clusters Score -7945873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7945883.000000 Penalty: 5289.455078
	Iteration 29Q: 3 clusters Score -7945883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7945885.500000 Penalty: 5289.455078
	Iteration 30Q: 3 clusters Score -7945886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7945889.500000 Penalty: 5289.455078
	Iteration 31Q: 3 clusters Score -7945890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7945894.500000 Penalty: 5289.455078
	Iteration 32Q: 3 clusters Score -7945894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7945889.000000 Penalty: 5289.455078
	Iteration 33Q: 3 clusters Score -7945889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7945889.500000 Penalty: 5289.455078
	Iteration 34Q: 3 clusters Score -7945890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7945894.000000 Penalty: 5289.455078
	Iteration 35Q: 3 clusters Score -7945894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7945892.500000 Penalty: 5289.455078
	Iteration 36Q: 3 clusters Score -7945892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7945893.500000 Penalty: 5289.455078
	Iteration 37Q: 3 clusters Score -7945894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7945895.000000 Penalty: 5289.455078
	Iteration 38Q: 3 clusters Score -7945895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7945896.000000 Penalty: 5289.455078
	Iteration 39Q: 3 clusters Score -7945896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7945895.500000 Penalty: 5289.455078
	Iteration 40F: 3 clusters Score -7945896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7945897.500000 Penalty: 5289.455078
	Iteration 41Q: 3 clusters Score -7945898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7945897.500000 Penalty: 5289.455078
	Iteration 42F: 3 clusters Score -7945898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Entering Unmasked Estep 
Score: -7990824.500000 Penalty: 2647.321533
	Iteration 0F: 2 clusters Score -7990824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -7961919.500000 Penalty: 5294.643066
	Iteration 0F: 3 clusters Score -7961920 nChanged 19734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -7973038.500000 Penalty: 5294.643066
	Iteration 1F: 3 clusters Score -7973038 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -7973500.500000 Penalty: 5294.643066
	Iteration 2Q: 3 clusters Score -7973500 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -7974002.000000 Penalty: 5294.643066
	Iteration 3Q: 3 clusters Score -7974002 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -7974539.000000 Penalty: 5294.643066
	Iteration 4Q: 3 clusters Score -7974539 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -7975465.000000 Penalty: 5294.643066
	Iteration 5Q: 3 clusters Score -7975465 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -7977137.500000 Penalty: 5294.643066
	Iteration 6F: 3 clusters Score -7977138 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -7979326.000000 Penalty: 5294.643066
	Iteration 7F: 3 clusters Score -7979326 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -7982039.500000 Penalty: 5294.643066
	Iteration 8F: 3 clusters Score -7982040 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -7984706.500000 Penalty: 5294.643066
	Iteration 9F: 3 clusters Score -7984706 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32105 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -7986326.500000 Penalty: 5294.643066
	Iteration 10F: 3 clusters Score -7986326 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -7987196.500000 Penalty: 5294.643066
	Iteration 11Q: 3 clusters Score -7987196 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -7987752.000000 Penalty: 5294.643066
	Iteration 12Q: 3 clusters Score -7987752 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -7988181.500000 Penalty: 5294.643066
	Iteration 13Q: 3 clusters Score -7988182 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -7988446.500000 Penalty: 5294.643066
	Iteration 14Q: 3 clusters Score -7988446 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -7988639.000000 Penalty: 5294.643066
	Iteration 15Q: 3 clusters Score -7988639 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -7988738.500000 Penalty: 5294.643066
	Iteration 16Q: 3 clusters Score -7988738 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -7988809.500000 Penalty: 5294.643066
	Iteration 17Q: 3 clusters Score -7988810 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -7988887.000000 Penalty: 5294.643066
	Iteration 18Q: 3 clusters Score -7988887 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -7988943.500000 Penalty: 5294.643066
	Iteration 19Q: 3 clusters Score -7988944 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -7988992.500000 Penalty: 5294.643066
	Iteration 20F: 3 clusters Score -7988992 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -7989005.000000 Penalty: 5294.643066
	Iteration 21Q: 3 clusters Score -7989005 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -7989052.000000 Penalty: 5294.643066
	Iteration 22Q: 3 clusters Score -7989052 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -7989111.500000 Penalty: 5294.643066
	Iteration 23Q: 3 clusters Score -7989112 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -7989151.000000 Penalty: 5294.643066
	Iteration 24Q: 3 clusters Score -7989151 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -7989173.500000 Penalty: 5294.643066
	Iteration 25Q: 3 clusters Score -7989174 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -7989216.000000 Penalty: 5294.643066
	Iteration 26Q: 3 clusters Score -7989216 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -7989264.000000 Penalty: 5294.643066
	Iteration 27Q: 3 clusters Score -7989264 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -7989274.500000 Penalty: 5294.643066
	Iteration 28Q: 3 clusters Score -7989274 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -7989282.500000 Penalty: 5294.643066
	Iteration 29Q: 3 clusters Score -7989282 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -7989326.500000 Penalty: 5294.643066
	Iteration 30Q: 3 clusters Score -7989326 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -7989367.000000 Penalty: 5294.643066
	Iteration 31Q: 3 clusters Score -7989367 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -7989376.000000 Penalty: 5294.643066
	Iteration 32Q: 3 clusters Score -7989376 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -7989399.500000 Penalty: 5294.643066
	Iteration 33Q: 3 clusters Score -7989400 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7989423.500000 Penalty: 5294.643066
	Iteration 34Q: 3 clusters Score -7989424 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -7989446.500000 Penalty: 5294.643066
	Iteration 35Q: 3 clusters Score -7989446 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -7989480.000000 Penalty: 5294.643066
	Iteration 36Q: 3 clusters Score -7989480 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -7989496.500000 Penalty: 5294.643066
	Iteration 37Q: 3 clusters Score -7989496 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -7989518.000000 Penalty: 5294.643066
	Iteration 38Q: 3 clusters Score -7989518 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -7989533.000000 Penalty: 5294.643066
	Iteration 39Q: 3 clusters Score -7989533 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -7989547.500000 Penalty: 5294.643066
	Iteration 40F: 3 clusters Score -7989548 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -7989560.000000 Penalty: 5294.643066
	Iteration 41Q: 3 clusters Score -7989560 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -7989561.000000 Penalty: 5294.643066
	Iteration 42Q: 3 clusters Score -7989561 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -7989562.000000 Penalty: 5294.643066
	Iteration 43Q: 3 clusters Score -7989562 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -7989582.000000 Penalty: 5294.643066
	Iteration 44Q: 3 clusters Score -7989582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -7989579.500000 Penalty: 5294.643066
	Iteration 45Q: 3 clusters Score -7989580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -7989595.500000 Penalty: 5294.643066
	Iteration 46Q: 3 clusters Score -7989596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -7989590.000000 Penalty: 5294.643066
	Iteration 47Q: 3 clusters Score -7989590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -7989585.500000 Penalty: 5294.643066
	Iteration 48Q: 3 clusters Score -7989586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -7989591.000000 Penalty: 5294.643066
	Iteration 49Q: 3 clusters Score -7989591 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -7989588.500000 Penalty: 5294.643066
	Iteration 50Q: 3 clusters Score -7989588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -7989603.500000 Penalty: 5294.643066
	Iteration 51Q: 3 clusters Score -7989604 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -7989616.500000 Penalty: 5294.643066
	Iteration 52Q: 3 clusters Score -7989616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -7989610.500000 Penalty: 5294.643066
	Iteration 53Q: 3 clusters Score -7989610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -7989598.000000 Penalty: 5294.643066
	Iteration 54Q: 3 clusters Score -7989598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7989612.000000 Penalty: 5294.643066
	Iteration 55Q: 3 clusters Score -7989612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -7989622.500000 Penalty: 5294.643066
	Iteration 56Q: 3 clusters Score -7989622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -7989616.500000 Penalty: 5294.643066
	Iteration 57Q: 3 clusters Score -7989616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -7989622.500000 Penalty: 5294.643066
	Iteration 58Q: 3 clusters Score -7989622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -7989632.500000 Penalty: 5294.643066
	Iteration 59Q: 3 clusters Score -7989632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -7989644.500000 Penalty: 5294.643066
	Iteration 60F: 3 clusters Score -7989644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -7989647.500000 Penalty: 5294.643066
	Iteration 61Q: 3 clusters Score -7989648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7989631.500000 Penalty: 5294.643066
	Iteration 62Q: 3 clusters Score -7989632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -7989629.000000 Penalty: 5294.643066
	Iteration 63Q: 3 clusters Score -7989629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -7989642.500000 Penalty: 5294.643066
	Iteration 64Q: 3 clusters Score -7989642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -7989654.000000 Penalty: 5294.643066
	Iteration 65Q: 3 clusters Score -7989654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -7989660.500000 Penalty: 5294.643066
	Iteration 66Q: 3 clusters Score -7989660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -7989667.000000 Penalty: 5294.643066
	Iteration 67Q: 3 clusters Score -7989667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7989670.000000 Penalty: 5294.643066
	Iteration 68Q: 3 clusters Score -7989670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7989671.000000 Penalty: 5294.643066
	Iteration 69Q: 3 clusters Score -7989671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7989669.500000 Penalty: 5294.643066
	Iteration 70Q: 3 clusters Score -7989670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7989688.000000 Penalty: 5294.643066
	Iteration 71Q: 3 clusters Score -7989688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7989678.000000 Penalty: 5294.643066
	Iteration 72Q: 3 clusters Score -7989678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7989673.500000 Penalty: 5294.643066
	Iteration 73Q: 3 clusters Score -7989674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -7989670.500000 Penalty: 5294.643066
	Iteration 74Q: 3 clusters Score -7989670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -7989670.000000 Penalty: 5294.643066
	Iteration 75Q: 3 clusters Score -7989670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7989671.500000 Penalty: 5294.643066
	Iteration 76Q: 3 clusters Score -7989672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7989681.000000 Penalty: 5294.643066
	Iteration 77Q: 3 clusters Score -7989681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7989686.500000 Penalty: 5294.643066
	Iteration 78Q: 3 clusters Score -7989686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -7989681.500000 Penalty: 5294.643066
	Iteration 79Q: 3 clusters Score -7989682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7989683.500000 Penalty: 5294.643066
	Iteration 80F: 3 clusters Score -7989684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7989677.000000 Penalty: 5294.643066
	Iteration 81Q: 3 clusters Score -7989677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7989675.000000 Penalty: 5294.643066
	Iteration 82Q: 3 clusters Score -7989675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7989673.000000 Penalty: 5294.643066
	Iteration 83Q: 3 clusters Score -7989673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -7989675.500000 Penalty: 5294.643066
	Iteration 84Q: 3 clusters Score -7989676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7989670.500000 Penalty: 5294.643066
	Iteration 85Q: 3 clusters Score -7989670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7989670.500000 Penalty: 5294.643066
	Iteration 86F: 3 clusters Score -7989670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Entering Unmasked Estep 
Score: -8554912.000000 Penalty: 2666.711426
	Iteration 0F: 2 clusters Score -8554912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -8524209.000000 Penalty: 5333.422852
	Iteration 0F: 3 clusters Score -8524209 nChanged 21714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -8535999.000000 Penalty: 5333.422852
	Iteration 1F: 3 clusters Score -8535999 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -8536566.000000 Penalty: 5333.422852
	Iteration 2Q: 3 clusters Score -8536566 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -8537089.000000 Penalty: 5333.422852
	Iteration 3Q: 3 clusters Score -8537089 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -8537670.000000 Penalty: 5333.422852
	Iteration 4Q: 3 clusters Score -8537670 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -8538299.000000 Penalty: 5333.422852
	Iteration 5Q: 3 clusters Score -8538299 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -8539207.000000 Penalty: 5333.422852
	Iteration 6Q: 3 clusters Score -8539207 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -8540521.000000 Penalty: 5333.422852
	Iteration 7F: 3 clusters Score -8540521 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -8542398.000000 Penalty: 5333.422852
	Iteration 8F: 3 clusters Score -8542398 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -8545102.000000 Penalty: 5333.422852
	Iteration 9F: 3 clusters Score -8545102 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -8548238.000000 Penalty: 5333.422852
	Iteration 10F: 3 clusters Score -8548238 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -8550544.000000 Penalty: 5333.422852
	Iteration 11F: 3 clusters Score -8550544 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8551714.000000 Penalty: 5333.422852
	Iteration 12Q: 3 clusters Score -8551714 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8552182.000000 Penalty: 5333.422852
	Iteration 13Q: 3 clusters Score -8552182 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8552400.000000 Penalty: 5333.422852
	Iteration 14Q: 3 clusters Score -8552400 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8552481.000000 Penalty: 5333.422852
	Iteration 15Q: 3 clusters Score -8552481 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8552534.000000 Penalty: 5333.422852
	Iteration 16Q: 3 clusters Score -8552534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8552582.000000 Penalty: 5333.422852
	Iteration 17Q: 3 clusters Score -8552582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8552607.000000 Penalty: 5333.422852
	Iteration 18Q: 3 clusters Score -8552607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8552604.000000 Penalty: 5333.422852
	Iteration 19Q: 3 clusters Score -8552604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8552611.000000 Penalty: 5333.422852
	Iteration 20F: 3 clusters Score -8552611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8552611.000000 Penalty: 5333.422852
	Iteration 21Q: 3 clusters Score -8552611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8552617.000000 Penalty: 5333.422852
	Iteration 22Q: 3 clusters Score -8552617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8552619.000000 Penalty: 5333.422852
	Iteration 23Q: 3 clusters Score -8552619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8552618.000000 Penalty: 5333.422852
	Iteration 24Q: 3 clusters Score -8552618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8552615.000000 Penalty: 5333.422852
	Iteration 25Q: 3 clusters Score -8552615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8552616.000000 Penalty: 5333.422852
	Iteration 26Q: 3 clusters Score -8552616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8552616.000000 Penalty: 5333.422852
	Iteration 27F: 3 clusters Score -8552616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Entering Unmasked Estep 
Score: -200861.875000 Penalty: 1747.784302
	Iteration 0F: 2 clusters Score -200861.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -198843.328125 Penalty: 3495.568604
	Iteration 0F: 3 clusters Score -198843.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -199222.000000 Penalty: 3495.568604
	Iteration 1F: 3 clusters Score -199222 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -199405.531250 Penalty: 3495.568604
	Iteration 2F: 3 clusters Score -199405.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -199574.312500 Penalty: 3495.568604
	Iteration 3F: 3 clusters Score -199574.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -199794.109375 Penalty: 3495.568604
	Iteration 4F: 3 clusters Score -199794.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -199956.031250 Penalty: 3495.568604
	Iteration 5F: 3 clusters Score -199956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -200105.265625 Penalty: 3495.568604
	Iteration 6F: 3 clusters Score -200105.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -200230.875000 Penalty: 3495.568604
	Iteration 7Q: 3 clusters Score -200230.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -200351.406250 Penalty: 3495.568604
	Iteration 8Q: 3 clusters Score -200351.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -200442.593750 Penalty: 3495.568604
	Iteration 9Q: 3 clusters Score -200442.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -200510.328125 Penalty: 3495.568604
	Iteration 10Q: 3 clusters Score -200510.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -200553.968750 Penalty: 3495.568604
	Iteration 11Q: 3 clusters Score -200554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -200565.218750 Penalty: 3495.568604
	Iteration 12Q: 3 clusters Score -200565.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -200571.093750 Penalty: 3495.568604
	Iteration 13F: 3 clusters Score -200571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -200587.484375 Penalty: 3495.568604
	Iteration 14Q: 3 clusters Score -200587.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -200589.140625 Penalty: 3495.568604
	Iteration 15Q: 3 clusters Score -200589.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -200589.140625 Penalty: 3495.568604
	Iteration 16F: 3 clusters Score -200589.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -421286.031250 Penalty: 1932.502563
	Iteration 0F: 2 clusters Score -421286 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 1221 members 
Entering Unmasked Estep 
Score: -418456.218750 Penalty: 3865.005127
	Iteration 0F: 3 clusters Score -418456.2 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -419079.468750 Penalty: 3865.005127
	Iteration 1F: 3 clusters Score -419079.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -419235.531250 Penalty: 3865.005127
	Iteration 2F: 3 clusters Score -419235.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -419332.312500 Penalty: 3865.005127
	Iteration 3Q: 3 clusters Score -419332.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -419395.500000 Penalty: 3865.005127
	Iteration 4Q: 3 clusters Score -419395.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -419450.593750 Penalty: 3865.005127
	Iteration 5Q: 3 clusters Score -419450.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -419500.625000 Penalty: 3865.005127
	Iteration 6Q: 3 clusters Score -419500.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -419532.312500 Penalty: 3865.005127
	Iteration 7Q: 3 clusters Score -419532.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -419566.593750 Penalty: 3865.005127
	Iteration 8Q: 3 clusters Score -419566.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -419598.937500 Penalty: 3865.005127
	Iteration 9Q: 3 clusters Score -419598.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -419625.625000 Penalty: 3865.005127
	Iteration 10Q: 3 clusters Score -419625.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -419651.906250 Penalty: 3865.005127
	Iteration 11Q: 3 clusters Score -419651.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -419671.625000 Penalty: 3865.005127
	Iteration 12Q: 3 clusters Score -419671.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -419685.656250 Penalty: 3865.005127
	Iteration 13Q: 3 clusters Score -419685.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -419704.031250 Penalty: 3865.005127
	Iteration 14Q: 3 clusters Score -419704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -419732.812500 Penalty: 3865.005127
	Iteration 15Q: 3 clusters Score -419732.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -419759.000000 Penalty: 3865.005127
	Iteration 16Q: 3 clusters Score -419759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -419775.187500 Penalty: 3865.005127
	Iteration 17Q: 3 clusters Score -419775.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -419785.125000 Penalty: 3865.005127
	Iteration 18Q: 3 clusters Score -419785.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -419795.562500 Penalty: 3865.005127
	Iteration 19Q: 3 clusters Score -419795.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -419806.187500 Penalty: 3865.005127
	Iteration 20F: 3 clusters Score -419806.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -419812.562500 Penalty: 3865.005127
	Iteration 21Q: 3 clusters Score -419812.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -419821.500000 Penalty: 3865.005127
	Iteration 22Q: 3 clusters Score -419821.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -419830.968750 Penalty: 3865.005127
	Iteration 23Q: 3 clusters Score -419831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -419841.843750 Penalty: 3865.005127
	Iteration 24Q: 3 clusters Score -419841.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -419857.593750 Penalty: 3865.005127
	Iteration 25Q: 3 clusters Score -419857.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -419865.781250 Penalty: 3865.005127
	Iteration 26Q: 3 clusters Score -419865.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -419872.093750 Penalty: 3865.005127
	Iteration 27Q: 3 clusters Score -419872.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -419881.656250 Penalty: 3865.005127
	Iteration 28Q: 3 clusters Score -419881.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -419889.187500 Penalty: 3865.005127
	Iteration 29Q: 3 clusters Score -419889.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -419894.375000 Penalty: 3865.005127
	Iteration 30Q: 3 clusters Score -419894.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -419895.781250 Penalty: 3865.005127
	Iteration 31Q: 3 clusters Score -419895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -419896.843750 Penalty: 3865.005127
	Iteration 32Q: 3 clusters Score -419896.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -419896.937500 Penalty: 3865.005127
	Iteration 33Q: 3 clusters Score -419896.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -419898.281250 Penalty: 3865.005127
	Iteration 34Q: 3 clusters Score -419898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -419899.812500 Penalty: 3865.005127
	Iteration 35Q: 3 clusters Score -419899.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -419900.562500 Penalty: 3865.005127
	Iteration 36Q: 3 clusters Score -419900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -419902.593750 Penalty: 3865.005127
	Iteration 37Q: 3 clusters Score -419902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -419905.500000 Penalty: 3865.005127
	Iteration 38Q: 3 clusters Score -419905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -419905.500000 Penalty: 3865.005127
	Iteration 39F: 3 clusters Score -419905.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Entering Unmasked Estep 
Score: -8511011.000000 Penalty: 2660.183105
	Iteration 0F: 2 clusters Score -8511011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -8481763.000000 Penalty: 5320.366211
	Iteration 0F: 3 clusters Score -8481763 nChanged 20976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -8493270.000000 Penalty: 5320.366211
	Iteration 1F: 3 clusters Score -8493270 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -8493869.000000 Penalty: 5320.366211
	Iteration 2Q: 3 clusters Score -8493869 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -8494629.000000 Penalty: 5320.366211
	Iteration 3Q: 3 clusters Score -8494629 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 27897 members 
Entering Unmasked Estep 
Score: -8495783.000000 Penalty: 5320.366211
	Iteration 4F: 3 clusters Score -8495783 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -8497427.000000 Penalty: 5320.366211
	Iteration 5F: 3 clusters Score -8497427 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -8499595.000000 Penalty: 5320.366211
	Iteration 6F: 3 clusters Score -8499595 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -8502216.000000 Penalty: 5320.366211
	Iteration 7F: 3 clusters Score -8502216 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -8504590.000000 Penalty: 5320.366211
	Iteration 8F: 3 clusters Score -8504590 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -8506325.000000 Penalty: 5320.366211
	Iteration 9F: 3 clusters Score -8506325 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -8507673.000000 Penalty: 5320.366211
	Iteration 10Q: 3 clusters Score -8507673 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -8508323.000000 Penalty: 5320.366211
	Iteration 11Q: 3 clusters Score -8508323 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -8508596.000000 Penalty: 5320.366211
	Iteration 12Q: 3 clusters Score -8508596 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -8508713.000000 Penalty: 5320.366211
	Iteration 13Q: 3 clusters Score -8508713 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -8508769.000000 Penalty: 5320.366211
	Iteration 14Q: 3 clusters Score -8508769 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -8508835.000000 Penalty: 5320.366211
	Iteration 15Q: 3 clusters Score -8508835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -8508865.000000 Penalty: 5320.366211
	Iteration 16Q: 3 clusters Score -8508865 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -8508892.000000 Penalty: 5320.366211
	Iteration 17Q: 3 clusters Score -8508892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -8508897.000000 Penalty: 5320.366211
	Iteration 18Q: 3 clusters Score -8508897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -8508900.000000 Penalty: 5320.366211
	Iteration 19Q: 3 clusters Score -8508900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -8508908.000000 Penalty: 5320.366211
	Iteration 20F: 3 clusters Score -8508908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -8508912.000000 Penalty: 5320.366211
	Iteration 21Q: 3 clusters Score -8508912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -8508913.000000 Penalty: 5320.366211
	Iteration 22Q: 3 clusters Score -8508913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -8508913.000000 Penalty: 5320.366211
	Iteration 23F: 3 clusters Score -8508913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Entering Unmasked Estep 
Score: -7811840.500000 Penalty: 2643.990234
	Iteration 0F: 2 clusters Score -7811840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -7783056.500000 Penalty: 5287.980469
	Iteration 0F: 3 clusters Score -7783056 nChanged 19696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -7793468.500000 Penalty: 5287.980469
	Iteration 1F: 3 clusters Score -7793468 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -7793828.000000 Penalty: 5287.980469
	Iteration 2Q: 3 clusters Score -7793828 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -7794153.000000 Penalty: 5287.980469
	Iteration 3Q: 3 clusters Score -7794153 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -7794475.000000 Penalty: 5287.980469
	Iteration 4Q: 3 clusters Score -7794475 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -7794805.500000 Penalty: 5287.980469
	Iteration 5Q: 3 clusters Score -7794806 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -7795222.000000 Penalty: 5287.980469
	Iteration 6Q: 3 clusters Score -7795222 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -7795724.500000 Penalty: 5287.980469
	Iteration 7Q: 3 clusters Score -7795724 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -7796664.500000 Penalty: 5287.980469
	Iteration 8Q: 3 clusters Score -7796664 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -7798259.500000 Penalty: 5287.980469
	Iteration 9F: 3 clusters Score -7798260 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -7800744.500000 Penalty: 5287.980469
	Iteration 10F: 3 clusters Score -7800744 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -7803999.000000 Penalty: 5287.980469
	Iteration 11F: 3 clusters Score -7803999 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -7806823.000000 Penalty: 5287.980469
	Iteration 12F: 3 clusters Score -7806823 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -7808476.000000 Penalty: 5287.980469
	Iteration 13Q: 3 clusters Score -7808476 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -7809135.500000 Penalty: 5287.980469
	Iteration 14Q: 3 clusters Score -7809136 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -7809320.000000 Penalty: 5287.980469
	Iteration 15Q: 3 clusters Score -7809320 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -7809427.500000 Penalty: 5287.980469
	Iteration 16Q: 3 clusters Score -7809428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -7809469.000000 Penalty: 5287.980469
	Iteration 17Q: 3 clusters Score -7809469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -7809491.000000 Penalty: 5287.980469
	Iteration 18Q: 3 clusters Score -7809491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -7809514.000000 Penalty: 5287.980469
	Iteration 19Q: 3 clusters Score -7809514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -7809520.500000 Penalty: 5287.980469
	Iteration 20F: 3 clusters Score -7809520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -7809529.500000 Penalty: 5287.980469
	Iteration 21Q: 3 clusters Score -7809530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -7809534.500000 Penalty: 5287.980469
	Iteration 22Q: 3 clusters Score -7809534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -7809542.000000 Penalty: 5287.980469
	Iteration 23Q: 3 clusters Score -7809542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -7809557.000000 Penalty: 5287.980469
	Iteration 24Q: 3 clusters Score -7809557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -7809561.000000 Penalty: 5287.980469
	Iteration 25Q: 3 clusters Score -7809561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -7809572.000000 Penalty: 5287.980469
	Iteration 26Q: 3 clusters Score -7809572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -7809569.000000 Penalty: 5287.980469
	Iteration 27Q: 3 clusters Score -7809569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -7809569.000000 Penalty: 5287.980469
	Iteration 28F: 3 clusters Score -7809569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Entering Unmasked Estep 
Score: -724503.125000 Penalty: 2054.118408
	Iteration 0F: 2 clusters Score -724503.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -720611.187500 Penalty: 4108.236816
	Iteration 0F: 3 clusters Score -720611.2 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -721362.062500 Penalty: 4108.236816
	Iteration 1F: 3 clusters Score -721362.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -721518.375000 Penalty: 4108.236816
	Iteration 2F: 3 clusters Score -721518.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -721603.500000 Penalty: 4108.236816
	Iteration 3Q: 3 clusters Score -721603.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -721664.500000 Penalty: 4108.236816
	Iteration 4Q: 3 clusters Score -721664.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -721705.812500 Penalty: 4108.236816
	Iteration 5Q: 3 clusters Score -721705.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -721742.187500 Penalty: 4108.236816
	Iteration 6Q: 3 clusters Score -721742.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -721770.187500 Penalty: 4108.236816
	Iteration 7Q: 3 clusters Score -721770.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -721798.500000 Penalty: 4108.236816
	Iteration 8Q: 3 clusters Score -721798.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -721819.687500 Penalty: 4108.236816
	Iteration 9Q: 3 clusters Score -721819.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -721842.250000 Penalty: 4108.236816
	Iteration 10Q: 3 clusters Score -721842.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -721859.062500 Penalty: 4108.236816
	Iteration 11Q: 3 clusters Score -721859.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -721875.250000 Penalty: 4108.236816
	Iteration 12Q: 3 clusters Score -721875.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -721889.750000 Penalty: 4108.236816
	Iteration 13Q: 3 clusters Score -721889.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -721903.000000 Penalty: 4108.236816
	Iteration 14Q: 3 clusters Score -721903 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -721912.250000 Penalty: 4108.236816
	Iteration 15Q: 3 clusters Score -721912.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -721924.625000 Penalty: 4108.236816
	Iteration 16Q: 3 clusters Score -721924.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -721935.125000 Penalty: 4108.236816
	Iteration 17Q: 3 clusters Score -721935.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -721941.875000 Penalty: 4108.236816
	Iteration 18Q: 3 clusters Score -721941.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -721949.187500 Penalty: 4108.236816
	Iteration 19Q: 3 clusters Score -721949.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -721959.062500 Penalty: 4108.236816
	Iteration 20F: 3 clusters Score -721959.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -721968.875000 Penalty: 4108.236816
	Iteration 21Q: 3 clusters Score -721968.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -721979.937500 Penalty: 4108.236816
	Iteration 22Q: 3 clusters Score -721979.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -721995.312500 Penalty: 4108.236816
	Iteration 23Q: 3 clusters Score -721995.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -722009.875000 Penalty: 4108.236816
	Iteration 24Q: 3 clusters Score -722009.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -722024.812500 Penalty: 4108.236816
	Iteration 25Q: 3 clusters Score -722024.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -722032.250000 Penalty: 4108.236816
	Iteration 26Q: 3 clusters Score -722032.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -722042.812500 Penalty: 4108.236816
	Iteration 27Q: 3 clusters Score -722042.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -722051.312500 Penalty: 4108.236816
	Iteration 28Q: 3 clusters Score -722051.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -722056.625000 Penalty: 4108.236816
	Iteration 29Q: 3 clusters Score -722056.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -722068.125000 Penalty: 4108.236816
	Iteration 30Q: 3 clusters Score -722068.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -722077.687500 Penalty: 4108.236816
	Iteration 31Q: 3 clusters Score -722077.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -722086.750000 Penalty: 4108.236816
	Iteration 32Q: 3 clusters Score -722086.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -722094.375000 Penalty: 4108.236816
	Iteration 33Q: 3 clusters Score -722094.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -722098.187500 Penalty: 4108.236816
	Iteration 34Q: 3 clusters Score -722098.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -722101.750000 Penalty: 4108.236816
	Iteration 35Q: 3 clusters Score -722101.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -722108.125000 Penalty: 4108.236816
	Iteration 36Q: 3 clusters Score -722108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -722110.875000 Penalty: 4108.236816
	Iteration 37Q: 3 clusters Score -722110.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -722114.125000 Penalty: 4108.236816
	Iteration 38Q: 3 clusters Score -722114.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -722118.250000 Penalty: 4108.236816
	Iteration 39Q: 3 clusters Score -722118.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -722121.000000 Penalty: 4108.236816
	Iteration 40F: 3 clusters Score -722121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -722124.687500 Penalty: 4108.236816
	Iteration 41Q: 3 clusters Score -722124.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -722125.500000 Penalty: 4108.236816
	Iteration 42Q: 3 clusters Score -722125.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -722124.875000 Penalty: 4108.236816
	Iteration 43Q: 3 clusters Score -722124.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -722126.250000 Penalty: 4108.236816
	Iteration 44Q: 3 clusters Score -722126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -722125.312500 Penalty: 4108.236816
	Iteration 45Q: 3 clusters Score -722125.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -722126.812500 Penalty: 4108.236816
	Iteration 46Q: 3 clusters Score -722126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -722130.000000 Penalty: 4108.236816
	Iteration 47Q: 3 clusters Score -722130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -722130.250000 Penalty: 4108.236816
	Iteration 48Q: 3 clusters Score -722130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -722132.937500 Penalty: 4108.236816
	Iteration 49Q: 3 clusters Score -722132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -722134.187500 Penalty: 4108.236816
	Iteration 50Q: 3 clusters Score -722134.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -722135.562500 Penalty: 4108.236816
	Iteration 51Q: 3 clusters Score -722135.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -722137.062500 Penalty: 4108.236816
	Iteration 52Q: 3 clusters Score -722137.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -722137.062500 Penalty: 4108.236816
	Iteration 53F: 3 clusters Score -722137.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Entering Unmasked Estep 
Score: -108157.007812 Penalty: 1640.784180
	Iteration 0F: 2 clusters Score -108157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -106585.187500 Penalty: 3281.568359
	Iteration 0F: 3 clusters Score -106585.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -107215.312500 Penalty: 3281.568359
	Iteration 1F: 3 clusters Score -107215.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -107731.953125 Penalty: 3281.568359
	Iteration 2F: 3 clusters Score -107732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -108352.476562 Penalty: 3281.568359
	Iteration 3F: 3 clusters Score -108352.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -109038.445312 Penalty: 3281.568359
	Iteration 4F: 3 clusters Score -109038.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -109283.570312 Penalty: 3281.568359
	Iteration 5Q: 3 clusters Score -109283.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -109353.312500 Penalty: 3281.568359
	Iteration 6Q: 3 clusters Score -109353.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -109407.164062 Penalty: 3281.568359
	Iteration 7Q: 3 clusters Score -109407.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -109432.328125 Penalty: 3281.568359
	Iteration 8Q: 3 clusters Score -109432.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -109436.523438 Penalty: 3281.568359
	Iteration 9Q: 3 clusters Score -109436.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -109436.523438 Penalty: 3281.568359
	Iteration 10F: 3 clusters Score -109436.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 43247 members 
Mstep: Class 3 contains 46764 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 45549 members 
Mstep: Class 7 contains 42670 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 439 members 
Mstep: Class 10 contains 42739 members 
Mstep: Class 11 contains 48215 members 
Mstep: Class 12 contains 43822 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 47126 members 
Mstep: Class 16 contains 42855 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 41991 members 
Mstep: Class 19 contains 28552 members 
Mstep: Class 20 contains 41847 members 
Mstep: Class 21 contains 44430 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37393 members 
Mstep: Class 24 contains 1043 members 
Mstep: Class 25 contains 46833 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 308 members 
Entering Unmasked Estep 
Score: -126933168.000000 Penalty: 90108.015625
Splitting cluster 9 changes total score from -126933136.000000 to -126933168.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (42739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Entering Unmasked Estep 
Score: -7900010.000000 Penalty: 2644.391113
	Iteration 0F: 2 clusters Score -7900010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -7871614.000000 Penalty: 5288.782227
	Iteration 0F: 3 clusters Score -7871614 nChanged 19549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -7882797.000000 Penalty: 5288.782227
	Iteration 1F: 3 clusters Score -7882797 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -7884259.500000 Penalty: 5288.782227
	Iteration 2F: 3 clusters Score -7884260 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -7886054.500000 Penalty: 5288.782227
	Iteration 3F: 3 clusters Score -7886054 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -7888356.000000 Penalty: 5288.782227
	Iteration 4F: 3 clusters Score -7888356 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -7891069.500000 Penalty: 5288.782227
	Iteration 5F: 3 clusters Score -7891070 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -7893910.500000 Penalty: 5288.782227
	Iteration 6F: 3 clusters Score -7893910 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -7896332.500000 Penalty: 5288.782227
	Iteration 7F: 3 clusters Score -7896332 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -7897532.000000 Penalty: 5288.782227
	Iteration 8Q: 3 clusters Score -7897532 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -7898073.000000 Penalty: 5288.782227
	Iteration 9Q: 3 clusters Score -7898073 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -7898321.500000 Penalty: 5288.782227
	Iteration 10Q: 3 clusters Score -7898322 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -7898496.500000 Penalty: 5288.782227
	Iteration 11Q: 3 clusters Score -7898496 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -7898633.000000 Penalty: 5288.782227
	Iteration 12Q: 3 clusters Score -7898633 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -7898668.500000 Penalty: 5288.782227
	Iteration 13Q: 3 clusters Score -7898668 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -7898719.000000 Penalty: 5288.782227
	Iteration 14Q: 3 clusters Score -7898719 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -7898760.500000 Penalty: 5288.782227
	Iteration 15Q: 3 clusters Score -7898760 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -7898820.000000 Penalty: 5288.782227
	Iteration 16Q: 3 clusters Score -7898820 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -7898838.500000 Penalty: 5288.782227
	Iteration 17Q: 3 clusters Score -7898838 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -7898887.500000 Penalty: 5288.782227
	Iteration 18Q: 3 clusters Score -7898888 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -7898926.000000 Penalty: 5288.782227
	Iteration 19Q: 3 clusters Score -7898926 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -7898962.500000 Penalty: 5288.782227
	Iteration 20F: 3 clusters Score -7898962 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -7898980.500000 Penalty: 5288.782227
	Iteration 21Q: 3 clusters Score -7898980 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -7899012.500000 Penalty: 5288.782227
	Iteration 22Q: 3 clusters Score -7899012 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -7899029.000000 Penalty: 5288.782227
	Iteration 23Q: 3 clusters Score -7899029 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -7899061.000000 Penalty: 5288.782227
	Iteration 24Q: 3 clusters Score -7899061 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -7899091.000000 Penalty: 5288.782227
	Iteration 25Q: 3 clusters Score -7899091 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -7899127.500000 Penalty: 5288.782227
	Iteration 26Q: 3 clusters Score -7899128 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -7899130.500000 Penalty: 5288.782227
	Iteration 27Q: 3 clusters Score -7899130 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -7899173.500000 Penalty: 5288.782227
	Iteration 28Q: 3 clusters Score -7899174 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -7899201.500000 Penalty: 5288.782227
	Iteration 29Q: 3 clusters Score -7899202 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -7899241.000000 Penalty: 5288.782227
	Iteration 30Q: 3 clusters Score -7899241 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -7899267.500000 Penalty: 5288.782227
	Iteration 31Q: 3 clusters Score -7899268 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -7899294.500000 Penalty: 5288.782227
	Iteration 32Q: 3 clusters Score -7899294 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -7899322.000000 Penalty: 5288.782227
	Iteration 33Q: 3 clusters Score -7899322 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -7899327.500000 Penalty: 5288.782227
	Iteration 34Q: 3 clusters Score -7899328 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -7899346.000000 Penalty: 5288.782227
	Iteration 35Q: 3 clusters Score -7899346 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -7899384.500000 Penalty: 5288.782227
	Iteration 36Q: 3 clusters Score -7899384 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -7899423.500000 Penalty: 5288.782227
	Iteration 37Q: 3 clusters Score -7899424 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -7899436.000000 Penalty: 5288.782227
	Iteration 38Q: 3 clusters Score -7899436 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -7899452.500000 Penalty: 5288.782227
	Iteration 39Q: 3 clusters Score -7899452 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -7899472.000000 Penalty: 5288.782227
	Iteration 40F: 3 clusters Score -7899472 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -7899493.000000 Penalty: 5288.782227
	Iteration 41Q: 3 clusters Score -7899493 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -7899483.500000 Penalty: 5288.782227
	Iteration 42Q: 3 clusters Score -7899484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -7899481.000000 Penalty: 5288.782227
	Iteration 43Q: 3 clusters Score -7899481 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -7899495.000000 Penalty: 5288.782227
	Iteration 44Q: 3 clusters Score -7899495 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -7899499.500000 Penalty: 5288.782227
	Iteration 45Q: 3 clusters Score -7899500 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -7899531.000000 Penalty: 5288.782227
	Iteration 46Q: 3 clusters Score -7899531 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -7899533.000000 Penalty: 5288.782227
	Iteration 47Q: 3 clusters Score -7899533 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -7899537.000000 Penalty: 5288.782227
	Iteration 48Q: 3 clusters Score -7899537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -7899548.500000 Penalty: 5288.782227
	Iteration 49Q: 3 clusters Score -7899548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -7899552.000000 Penalty: 5288.782227
	Iteration 50Q: 3 clusters Score -7899552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -7899561.000000 Penalty: 5288.782227
	Iteration 51Q: 3 clusters Score -7899561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -7899569.000000 Penalty: 5288.782227
	Iteration 52Q: 3 clusters Score -7899569 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -7899569.000000 Penalty: 5288.782227
	Iteration 53Q: 3 clusters Score -7899569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -7899584.500000 Penalty: 5288.782227
	Iteration 54Q: 3 clusters Score -7899584 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -7899595.000000 Penalty: 5288.782227
	Iteration 55Q: 3 clusters Score -7899595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -7899600.000000 Penalty: 5288.782227
	Iteration 56Q: 3 clusters Score -7899600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -7899596.000000 Penalty: 5288.782227
	Iteration 57Q: 3 clusters Score -7899596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -7899590.500000 Penalty: 5288.782227
	Iteration 58Q: 3 clusters Score -7899590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -7899604.500000 Penalty: 5288.782227
	Iteration 59Q: 3 clusters Score -7899604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -7899607.500000 Penalty: 5288.782227
	Iteration 60F: 3 clusters Score -7899608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -7899620.500000 Penalty: 5288.782227
	Iteration 61Q: 3 clusters Score -7899620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -7899618.500000 Penalty: 5288.782227
	Iteration 62Q: 3 clusters Score -7899618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -7899622.500000 Penalty: 5288.782227
	Iteration 63Q: 3 clusters Score -7899622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -7899620.000000 Penalty: 5288.782227
	Iteration 64Q: 3 clusters Score -7899620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -7899621.000000 Penalty: 5288.782227
	Iteration 65Q: 3 clusters Score -7899621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -7899616.000000 Penalty: 5288.782227
	Iteration 66Q: 3 clusters Score -7899616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -7899623.000000 Penalty: 5288.782227
	Iteration 67Q: 3 clusters Score -7899623 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -7899628.000000 Penalty: 5288.782227
	Iteration 68Q: 3 clusters Score -7899628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -7899625.500000 Penalty: 5288.782227
	Iteration 69Q: 3 clusters Score -7899626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -7899644.000000 Penalty: 5288.782227
	Iteration 70Q: 3 clusters Score -7899644 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -7899659.000000 Penalty: 5288.782227
	Iteration 71Q: 3 clusters Score -7899659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -7899656.500000 Penalty: 5288.782227
	Iteration 72Q: 3 clusters Score -7899656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -7899666.000000 Penalty: 5288.782227
	Iteration 73Q: 3 clusters Score -7899666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -7899667.500000 Penalty: 5288.782227
	Iteration 74Q: 3 clusters Score -7899668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -7899676.000000 Penalty: 5288.782227
	Iteration 75Q: 3 clusters Score -7899676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -7899672.000000 Penalty: 5288.782227
	Iteration 76Q: 3 clusters Score -7899672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -7899674.500000 Penalty: 5288.782227
	Iteration 77Q: 3 clusters Score -7899674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -7899683.000000 Penalty: 5288.782227
	Iteration 78Q: 3 clusters Score -7899683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -7899696.000000 Penalty: 5288.782227
	Iteration 79Q: 3 clusters Score -7899696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -7899690.500000 Penalty: 5288.782227
	Iteration 80F: 3 clusters Score -7899690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -7899692.500000 Penalty: 5288.782227
	Iteration 81Q: 3 clusters Score -7899692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -7899692.000000 Penalty: 5288.782227
	Iteration 82Q: 3 clusters Score -7899692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -7899698.500000 Penalty: 5288.782227
	Iteration 83Q: 3 clusters Score -7899698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -7899701.000000 Penalty: 5288.782227
	Iteration 84Q: 3 clusters Score -7899701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -7899699.000000 Penalty: 5288.782227
	Iteration 85Q: 3 clusters Score -7899699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -7899698.500000 Penalty: 5288.782227
	Iteration 86Q: 3 clusters Score -7899698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -7899699.000000 Penalty: 5288.782227
	Iteration 87Q: 3 clusters Score -7899699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -7899700.000000 Penalty: 5288.782227
	Iteration 88Q: 3 clusters Score -7899700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -7899690.000000 Penalty: 5288.782227
	Iteration 89Q: 3 clusters Score -7899690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -7899698.000000 Penalty: 5288.782227
	Iteration 90Q: 3 clusters Score -7899698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -7899708.000000 Penalty: 5288.782227
	Iteration 91Q: 3 clusters Score -7899708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -7899693.500000 Penalty: 5288.782227
	Iteration 92Q: 3 clusters Score -7899694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -7899695.500000 Penalty: 5288.782227
	Iteration 93Q: 3 clusters Score -7899696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -7899704.000000 Penalty: 5288.782227
	Iteration 94Q: 3 clusters Score -7899704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -7899705.500000 Penalty: 5288.782227
	Iteration 95Q: 3 clusters Score -7899706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -7899699.000000 Penalty: 5288.782227
	Iteration 96Q: 3 clusters Score -7899699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -7899696.500000 Penalty: 5288.782227
	Iteration 97Q: 3 clusters Score -7899696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -7899689.000000 Penalty: 5288.782227
	Iteration 98Q: 3 clusters Score -7899689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -7899686.000000 Penalty: 5288.782227
	Iteration 99Q: 3 clusters Score -7899686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -7899689.500000 Penalty: 5288.782227
	Iteration 100F: 3 clusters Score -7899690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -7899691.000000 Penalty: 5288.782227
	Iteration 101Q: 3 clusters Score -7899691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -7899686.000000 Penalty: 5288.782227
	Iteration 102Q: 3 clusters Score -7899686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -7899692.000000 Penalty: 5288.782227
	Iteration 103Q: 3 clusters Score -7899692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -7899689.500000 Penalty: 5288.782227
	Iteration 104Q: 3 clusters Score -7899690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -7899690.000000 Penalty: 5288.782227
	Iteration 105Q: 3 clusters Score -7899690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -7899691.500000 Penalty: 5288.782227
	Iteration 106Q: 3 clusters Score -7899692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -7899695.500000 Penalty: 5288.782227
	Iteration 107Q: 3 clusters Score -7899696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -7899687.000000 Penalty: 5288.782227
	Iteration 108Q: 3 clusters Score -7899687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -7899686.500000 Penalty: 5288.782227
	Iteration 109Q: 3 clusters Score -7899686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -7899695.000000 Penalty: 5288.782227
	Iteration 110Q: 3 clusters Score -7899695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -7899697.500000 Penalty: 5288.782227
	Iteration 111Q: 3 clusters Score -7899698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -7899696.500000 Penalty: 5288.782227
	Iteration 112Q: 3 clusters Score -7899696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -7899705.000000 Penalty: 5288.782227
	Iteration 113Q: 3 clusters Score -7899705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -7899700.000000 Penalty: 5288.782227
	Iteration 114Q: 3 clusters Score -7899700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -7899700.000000 Penalty: 5288.782227
	Iteration 115F: 3 clusters Score -7899700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Entering Unmasked Estep 
Score: -9061105.000000 Penalty: 2674.289551
	Iteration 0F: 2 clusters Score -9061105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -9032142.000000 Penalty: 5348.579102
	Iteration 0F: 3 clusters Score -9032142 nChanged 22169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -9044425.000000 Penalty: 5348.579102
	Iteration 1F: 3 clusters Score -9044425 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -9045056.000000 Penalty: 5348.579102
	Iteration 2Q: 3 clusters Score -9045056 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -9045731.000000 Penalty: 5348.579102
	Iteration 3Q: 3 clusters Score -9045731 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -9046653.000000 Penalty: 5348.579102
	Iteration 4Q: 3 clusters Score -9046653 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -9047853.000000 Penalty: 5348.579102
	Iteration 5F: 3 clusters Score -9047853 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -9049613.000000 Penalty: 5348.579102
	Iteration 6F: 3 clusters Score -9049613 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -9051792.000000 Penalty: 5348.579102
	Iteration 7F: 3 clusters Score -9051792 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -9054081.000000 Penalty: 5348.579102
	Iteration 8F: 3 clusters Score -9054081 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -9056139.000000 Penalty: 5348.579102
	Iteration 9F: 3 clusters Score -9056139 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -9057590.000000 Penalty: 5348.579102
	Iteration 10Q: 3 clusters Score -9057590 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -9058486.000000 Penalty: 5348.579102
	Iteration 11Q: 3 clusters Score -9058486 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -9058997.000000 Penalty: 5348.579102
	Iteration 12Q: 3 clusters Score -9058997 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -9059210.000000 Penalty: 5348.579102
	Iteration 13Q: 3 clusters Score -9059210 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -9059339.000000 Penalty: 5348.579102
	Iteration 14Q: 3 clusters Score -9059339 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -9059472.000000 Penalty: 5348.579102
	Iteration 15Q: 3 clusters Score -9059472 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -9059453.000000 Penalty: 5348.579102
	Iteration 16Q: 3 clusters Score -9059453 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9059430.000000 Penalty: 5348.579102
	Iteration 17Q: 3 clusters Score -9059430 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9059394.000000 Penalty: 5348.579102
	Iteration 18Q: 3 clusters Score -9059394 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9059369.000000 Penalty: 5348.579102
	Iteration 19Q: 3 clusters Score -9059369 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9059334.000000 Penalty: 5348.579102
	Iteration 20F: 3 clusters Score -9059334 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9059341.000000 Penalty: 5348.579102
	Iteration 21Q: 3 clusters Score -9059341 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9059315.000000 Penalty: 5348.579102
	Iteration 22Q: 3 clusters Score -9059315 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9059294.000000 Penalty: 5348.579102
	Iteration 23Q: 3 clusters Score -9059294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9059305.000000 Penalty: 5348.579102
	Iteration 24Q: 3 clusters Score -9059305 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9059296.000000 Penalty: 5348.579102
	Iteration 25Q: 3 clusters Score -9059296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9059281.000000 Penalty: 5348.579102
	Iteration 26Q: 3 clusters Score -9059281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9059282.000000 Penalty: 5348.579102
	Iteration 27Q: 3 clusters Score -9059282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9059272.000000 Penalty: 5348.579102
	Iteration 28Q: 3 clusters Score -9059272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9059267.000000 Penalty: 5348.579102
	Iteration 29Q: 3 clusters Score -9059267 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9059255.000000 Penalty: 5348.579102
	Iteration 30Q: 3 clusters Score -9059255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9059252.000000 Penalty: 5348.579102
	Iteration 31Q: 3 clusters Score -9059252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9059251.000000 Penalty: 5348.579102
	Iteration 32Q: 3 clusters Score -9059251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9059259.000000 Penalty: 5348.579102
	Iteration 33Q: 3 clusters Score -9059259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9059248.000000 Penalty: 5348.579102
	Iteration 34Q: 3 clusters Score -9059248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9059247.000000 Penalty: 5348.579102
	Iteration 35Q: 3 clusters Score -9059247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9059247.000000 Penalty: 5348.579102
	Iteration 36Q: 3 clusters Score -9059247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9059247.000000 Penalty: 5348.579102
	Iteration 37F: 3 clusters Score -9059247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Entering Unmasked Estep 
Score: -8121624.000000 Penalty: 2650.596924
	Iteration 0F: 2 clusters Score -8121624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -8092529.000000 Penalty: 5301.193848
	Iteration 0F: 3 clusters Score -8092529 nChanged 20017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -8103704.500000 Penalty: 5301.193848
	Iteration 1F: 3 clusters Score -8103704 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -8104399.000000 Penalty: 5301.193848
	Iteration 2Q: 3 clusters Score -8104399 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -8105267.500000 Penalty: 5301.193848
	Iteration 3Q: 3 clusters Score -8105268 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -8106330.500000 Penalty: 5301.193848
	Iteration 4F: 3 clusters Score -8106330 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -8107947.500000 Penalty: 5301.193848
	Iteration 5F: 3 clusters Score -8107948 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -8110212.000000 Penalty: 5301.193848
	Iteration 6F: 3 clusters Score -8110212 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -8113054.500000 Penalty: 5301.193848
	Iteration 7F: 3 clusters Score -8113054 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -8115766.000000 Penalty: 5301.193848
	Iteration 8F: 3 clusters Score -8115766 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8117611.500000 Penalty: 5301.193848
	Iteration 9Q: 3 clusters Score -8117612 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8118500.000000 Penalty: 5301.193848
	Iteration 10Q: 3 clusters Score -8118500 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8118862.000000 Penalty: 5301.193848
	Iteration 11Q: 3 clusters Score -8118862 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8119059.000000 Penalty: 5301.193848
	Iteration 12Q: 3 clusters Score -8119059 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8119141.000000 Penalty: 5301.193848
	Iteration 13Q: 3 clusters Score -8119141 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8119208.000000 Penalty: 5301.193848
	Iteration 14Q: 3 clusters Score -8119208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8119257.500000 Penalty: 5301.193848
	Iteration 15Q: 3 clusters Score -8119258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8119297.000000 Penalty: 5301.193848
	Iteration 16Q: 3 clusters Score -8119297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8119326.500000 Penalty: 5301.193848
	Iteration 17Q: 3 clusters Score -8119326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8119335.500000 Penalty: 5301.193848
	Iteration 18Q: 3 clusters Score -8119336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8119340.500000 Penalty: 5301.193848
	Iteration 19Q: 3 clusters Score -8119340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8119346.000000 Penalty: 5301.193848
	Iteration 20F: 3 clusters Score -8119346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8119354.500000 Penalty: 5301.193848
	Iteration 21Q: 3 clusters Score -8119354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8119364.500000 Penalty: 5301.193848
	Iteration 22Q: 3 clusters Score -8119364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8119373.000000 Penalty: 5301.193848
	Iteration 23Q: 3 clusters Score -8119373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8119364.500000 Penalty: 5301.193848
	Iteration 24Q: 3 clusters Score -8119364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8119373.000000 Penalty: 5301.193848
	Iteration 25Q: 3 clusters Score -8119373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8119378.000000 Penalty: 5301.193848
	Iteration 26Q: 3 clusters Score -8119378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8119379.500000 Penalty: 5301.193848
	Iteration 27Q: 3 clusters Score -8119380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8119379.000000 Penalty: 5301.193848
	Iteration 28Q: 3 clusters Score -8119379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8119375.500000 Penalty: 5301.193848
	Iteration 29Q: 3 clusters Score -8119376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8119371.500000 Penalty: 5301.193848
	Iteration 30Q: 3 clusters Score -8119372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8119372.000000 Penalty: 5301.193848
	Iteration 31Q: 3 clusters Score -8119372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8119372.000000 Penalty: 5301.193848
	Iteration 32F: 3 clusters Score -8119372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -79981.859375 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -79981.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -78711.351562 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -78711.35 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -78927.125000 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -78927.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -79053.710938 Penalty: 2931.755127
	Iteration 2F: 3 clusters Score -79053.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -79118.859375 Penalty: 2931.755127
	Iteration 3Q: 3 clusters Score -79118.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -79170.953125 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -79170.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79206.617188 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -79206.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79237.289062 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -79237.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -79251.468750 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -79251.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -79259.007812 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -79259.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -79261.414062 Penalty: 2931.755127
	Iteration 9Q: 3 clusters Score -79261.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79265.914062 Penalty: 2931.755127
	Iteration 10Q: 3 clusters Score -79265.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -79267.648438 Penalty: 2931.755127
	Iteration 11Q: 3 clusters Score -79267.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -79269.671875 Penalty: 2931.755127
	Iteration 12Q: 3 clusters Score -79269.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -79272.234375 Penalty: 2931.755127
	Iteration 13Q: 3 clusters Score -79272.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79273.484375 Penalty: 2931.755127
	Iteration 14Q: 3 clusters Score -79273.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -79281.718750 Penalty: 2931.755127
	Iteration 15Q: 3 clusters Score -79281.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -79282.703125 Penalty: 2931.755127
	Iteration 16Q: 3 clusters Score -79282.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -79282.703125 Penalty: 2931.755127
	Iteration 17F: 3 clusters Score -79282.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Entering Unmasked Estep 
Score: -139063.828125 Penalty: 1665.715454
	Iteration 0F: 2 clusters Score -139063.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -137327.015625 Penalty: 3331.430908
	Iteration 0F: 3 clusters Score -137327 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -137655.859375 Penalty: 3331.430908
	Iteration 1F: 3 clusters Score -137655.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -137730.859375 Penalty: 3331.430908
	Iteration 2Q: 3 clusters Score -137730.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -137778.515625 Penalty: 3331.430908
	Iteration 3Q: 3 clusters Score -137778.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -137818.171875 Penalty: 3331.430908
	Iteration 4Q: 3 clusters Score -137818.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -137878.156250 Penalty: 3331.430908
	Iteration 5Q: 3 clusters Score -137878.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -137955.125000 Penalty: 3331.430908
	Iteration 6Q: 3 clusters Score -137955.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -138010.390625 Penalty: 3331.430908
	Iteration 7Q: 3 clusters Score -138010.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -138043.484375 Penalty: 3331.430908
	Iteration 8Q: 3 clusters Score -138043.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -138071.015625 Penalty: 3331.430908
	Iteration 9Q: 3 clusters Score -138071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -138092.093750 Penalty: 3331.430908
	Iteration 10Q: 3 clusters Score -138092.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -138106.000000 Penalty: 3331.430908
	Iteration 11Q: 3 clusters Score -138106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -138129.203125 Penalty: 3331.430908
	Iteration 12Q: 3 clusters Score -138129.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -138154.406250 Penalty: 3331.430908
	Iteration 13Q: 3 clusters Score -138154.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -138167.921875 Penalty: 3331.430908
	Iteration 14Q: 3 clusters Score -138167.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -138205.171875 Penalty: 3331.430908
	Iteration 15Q: 3 clusters Score -138205.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -138285.765625 Penalty: 3331.430908
	Iteration 16Q: 3 clusters Score -138285.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -138341.343750 Penalty: 3331.430908
	Iteration 17Q: 3 clusters Score -138341.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -138373.078125 Penalty: 3331.430908
	Iteration 18Q: 3 clusters Score -138373.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -138392.093750 Penalty: 3331.430908
	Iteration 19Q: 3 clusters Score -138392.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -138417.046875 Penalty: 3331.430908
	Iteration 20F: 3 clusters Score -138417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -138439.265625 Penalty: 3331.430908
	Iteration 21Q: 3 clusters Score -138439.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -138451.937500 Penalty: 3331.430908
	Iteration 22Q: 3 clusters Score -138451.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -138469.312500 Penalty: 3331.430908
	Iteration 23Q: 3 clusters Score -138469.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -138476.343750 Penalty: 3331.430908
	Iteration 24Q: 3 clusters Score -138476.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -138488.015625 Penalty: 3331.430908
	Iteration 25Q: 3 clusters Score -138488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -138491.062500 Penalty: 3331.430908
	Iteration 26Q: 3 clusters Score -138491.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -138491.718750 Penalty: 3331.430908
	Iteration 27Q: 3 clusters Score -138491.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -138491.718750 Penalty: 3331.430908
	Iteration 28F: 3 clusters Score -138491.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Entering Unmasked Estep 
Score: -8748029.000000 Penalty: 2668.623779
	Iteration 0F: 2 clusters Score -8748029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -8717688.000000 Penalty: 5337.247559
	Iteration 0F: 3 clusters Score -8717688 nChanged 21665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -8729756.000000 Penalty: 5337.247559
	Iteration 1F: 3 clusters Score -8729756 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -8730552.000000 Penalty: 5337.247559
	Iteration 2Q: 3 clusters Score -8730552 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -8731732.000000 Penalty: 5337.247559
	Iteration 3F: 3 clusters Score -8731732 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -8733453.000000 Penalty: 5337.247559
	Iteration 4F: 3 clusters Score -8733453 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -8736172.000000 Penalty: 5337.247559
	Iteration 5F: 3 clusters Score -8736172 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -8739727.000000 Penalty: 5337.247559
	Iteration 6F: 3 clusters Score -8739727 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -8742920.000000 Penalty: 5337.247559
	Iteration 7F: 3 clusters Score -8742920 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8744631.000000 Penalty: 5337.247559
	Iteration 8Q: 3 clusters Score -8744631 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8745282.000000 Penalty: 5337.247559
	Iteration 9Q: 3 clusters Score -8745282 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8745535.000000 Penalty: 5337.247559
	Iteration 10Q: 3 clusters Score -8745535 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46867 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8745618.000000 Penalty: 5337.247559
	Iteration 11Q: 3 clusters Score -8745618 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8745656.000000 Penalty: 5337.247559
	Iteration 12Q: 3 clusters Score -8745656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8745689.000000 Penalty: 5337.247559
	Iteration 13Q: 3 clusters Score -8745689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8745716.000000 Penalty: 5337.247559
	Iteration 14Q: 3 clusters Score -8745716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8745724.000000 Penalty: 5337.247559
	Iteration 15Q: 3 clusters Score -8745724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8745734.000000 Penalty: 5337.247559
	Iteration 16Q: 3 clusters Score -8745734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8745744.000000 Penalty: 5337.247559
	Iteration 17Q: 3 clusters Score -8745744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8745743.000000 Penalty: 5337.247559
	Iteration 18Q: 3 clusters Score -8745743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8745748.000000 Penalty: 5337.247559
	Iteration 19Q: 3 clusters Score -8745748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8745749.000000 Penalty: 5337.247559
	Iteration 20F: 3 clusters Score -8745749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8745744.000000 Penalty: 5337.247559
	Iteration 21Q: 3 clusters Score -8745744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8745744.000000 Penalty: 5337.247559
	Iteration 22F: 3 clusters Score -8745744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Entering Unmasked Estep 
Score: -7887012.000000 Penalty: 2645.063232
	Iteration 0F: 2 clusters Score -7887012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -7858281.500000 Penalty: 5290.126465
	Iteration 0F: 3 clusters Score -7858282 nChanged 19651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -7869155.500000 Penalty: 5290.126465
	Iteration 1F: 3 clusters Score -7869156 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -7869731.500000 Penalty: 5290.126465
	Iteration 2Q: 3 clusters Score -7869732 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -7870441.000000 Penalty: 5290.126465
	Iteration 3Q: 3 clusters Score -7870441 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -7871255.500000 Penalty: 5290.126465
	Iteration 4Q: 3 clusters Score -7871256 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -7872327.500000 Penalty: 5290.126465
	Iteration 5Q: 3 clusters Score -7872328 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -7873530.500000 Penalty: 5290.126465
	Iteration 6Q: 3 clusters Score -7873530 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -7874748.500000 Penalty: 5290.126465
	Iteration 7Q: 3 clusters Score -7874748 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -7876038.000000 Penalty: 5290.126465
	Iteration 8Q: 3 clusters Score -7876038 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -7877260.000000 Penalty: 5290.126465
	Iteration 9Q: 3 clusters Score -7877260 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -7878410.000000 Penalty: 5290.126465
	Iteration 10Q: 3 clusters Score -7878410 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -7879192.000000 Penalty: 5290.126465
	Iteration 11Q: 3 clusters Score -7879192 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -7879732.500000 Penalty: 5290.126465
	Iteration 12Q: 3 clusters Score -7879732 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -7880074.500000 Penalty: 5290.126465
	Iteration 13Q: 3 clusters Score -7880074 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -7880258.000000 Penalty: 5290.126465
	Iteration 14Q: 3 clusters Score -7880258 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -7880369.000000 Penalty: 5290.126465
	Iteration 15Q: 3 clusters Score -7880369 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -7880508.000000 Penalty: 5290.126465
	Iteration 16Q: 3 clusters Score -7880508 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -7880612.000000 Penalty: 5290.126465
	Iteration 17Q: 3 clusters Score -7880612 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -7880754.500000 Penalty: 5290.126465
	Iteration 18Q: 3 clusters Score -7880754 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -7880861.000000 Penalty: 5290.126465
	Iteration 19Q: 3 clusters Score -7880861 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -7880974.500000 Penalty: 5290.126465
	Iteration 20F: 3 clusters Score -7880974 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -7881130.500000 Penalty: 5290.126465
	Iteration 21Q: 3 clusters Score -7881130 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -7881288.500000 Penalty: 5290.126465
	Iteration 22Q: 3 clusters Score -7881288 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -7881483.500000 Penalty: 5290.126465
	Iteration 23Q: 3 clusters Score -7881484 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -7881681.000000 Penalty: 5290.126465
	Iteration 24Q: 3 clusters Score -7881681 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -7881857.000000 Penalty: 5290.126465
	Iteration 25Q: 3 clusters Score -7881857 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -7882050.500000 Penalty: 5290.126465
	Iteration 26Q: 3 clusters Score -7882050 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -7882226.500000 Penalty: 5290.126465
	Iteration 27Q: 3 clusters Score -7882226 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -7882425.000000 Penalty: 5290.126465
	Iteration 28Q: 3 clusters Score -7882425 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -7882660.500000 Penalty: 5290.126465
	Iteration 29Q: 3 clusters Score -7882660 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -7882877.500000 Penalty: 5290.126465
	Iteration 30Q: 3 clusters Score -7882878 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -7883089.500000 Penalty: 5290.126465
	Iteration 31Q: 3 clusters Score -7883090 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -7883287.500000 Penalty: 5290.126465
	Iteration 32Q: 3 clusters Score -7883288 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -7883503.000000 Penalty: 5290.126465
	Iteration 33Q: 3 clusters Score -7883503 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -7883741.500000 Penalty: 5290.126465
	Iteration 34Q: 3 clusters Score -7883742 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -7883996.500000 Penalty: 5290.126465
	Iteration 35Q: 3 clusters Score -7883996 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -7884163.500000 Penalty: 5290.126465
	Iteration 36Q: 3 clusters Score -7884164 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -7884307.000000 Penalty: 5290.126465
	Iteration 37Q: 3 clusters Score -7884307 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -7884432.000000 Penalty: 5290.126465
	Iteration 38Q: 3 clusters Score -7884432 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -7884532.500000 Penalty: 5290.126465
	Iteration 39Q: 3 clusters Score -7884532 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -7884602.000000 Penalty: 5290.126465
	Iteration 40F: 3 clusters Score -7884602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -7884654.500000 Penalty: 5290.126465
	Iteration 41Q: 3 clusters Score -7884654 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -7884685.000000 Penalty: 5290.126465
	Iteration 42Q: 3 clusters Score -7884685 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -7884708.500000 Penalty: 5290.126465
	Iteration 43Q: 3 clusters Score -7884708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -7884733.500000 Penalty: 5290.126465
	Iteration 44Q: 3 clusters Score -7884734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -7884747.000000 Penalty: 5290.126465
	Iteration 45Q: 3 clusters Score -7884747 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -7884756.000000 Penalty: 5290.126465
	Iteration 46Q: 3 clusters Score -7884756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -7884750.500000 Penalty: 5290.126465
	Iteration 47Q: 3 clusters Score -7884750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -7884759.000000 Penalty: 5290.126465
	Iteration 48Q: 3 clusters Score -7884759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -7884759.500000 Penalty: 5290.126465
	Iteration 49Q: 3 clusters Score -7884760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -7884772.500000 Penalty: 5290.126465
	Iteration 50Q: 3 clusters Score -7884772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -7884792.000000 Penalty: 5290.126465
	Iteration 51Q: 3 clusters Score -7884792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -7884802.500000 Penalty: 5290.126465
	Iteration 52Q: 3 clusters Score -7884802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -7884807.000000 Penalty: 5290.126465
	Iteration 53Q: 3 clusters Score -7884807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -7884805.500000 Penalty: 5290.126465
	Iteration 54Q: 3 clusters Score -7884806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -7884808.000000 Penalty: 5290.126465
	Iteration 55Q: 3 clusters Score -7884808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -7884807.000000 Penalty: 5290.126465
	Iteration 56Q: 3 clusters Score -7884807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -7884816.000000 Penalty: 5290.126465
	Iteration 57Q: 3 clusters Score -7884816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -7884831.000000 Penalty: 5290.126465
	Iteration 58Q: 3 clusters Score -7884831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -7884831.000000 Penalty: 5290.126465
	Iteration 59Q: 3 clusters Score -7884831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -7884829.500000 Penalty: 5290.126465
	Iteration 60F: 3 clusters Score -7884830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -7884845.000000 Penalty: 5290.126465
	Iteration 61Q: 3 clusters Score -7884845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -7884846.500000 Penalty: 5290.126465
	Iteration 62Q: 3 clusters Score -7884846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -7884858.500000 Penalty: 5290.126465
	Iteration 63Q: 3 clusters Score -7884858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -7884874.000000 Penalty: 5290.126465
	Iteration 64Q: 3 clusters Score -7884874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -7884878.000000 Penalty: 5290.126465
	Iteration 65Q: 3 clusters Score -7884878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -7884877.500000 Penalty: 5290.126465
	Iteration 66Q: 3 clusters Score -7884878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -7884884.500000 Penalty: 5290.126465
	Iteration 67Q: 3 clusters Score -7884884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -7884884.000000 Penalty: 5290.126465
	Iteration 68Q: 3 clusters Score -7884884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -7884889.500000 Penalty: 5290.126465
	Iteration 69Q: 3 clusters Score -7884890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -7884893.500000 Penalty: 5290.126465
	Iteration 70Q: 3 clusters Score -7884894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -7884896.500000 Penalty: 5290.126465
	Iteration 71Q: 3 clusters Score -7884896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -7884898.000000 Penalty: 5290.126465
	Iteration 72Q: 3 clusters Score -7884898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -7884898.500000 Penalty: 5290.126465
	Iteration 73Q: 3 clusters Score -7884898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -7884904.000000 Penalty: 5290.126465
	Iteration 74Q: 3 clusters Score -7884904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -7884913.000000 Penalty: 5290.126465
	Iteration 75Q: 3 clusters Score -7884913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -7884912.500000 Penalty: 5290.126465
	Iteration 76Q: 3 clusters Score -7884912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -7884917.500000 Penalty: 5290.126465
	Iteration 77Q: 3 clusters Score -7884918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -7884912.000000 Penalty: 5290.126465
	Iteration 78Q: 3 clusters Score -7884912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -7884911.500000 Penalty: 5290.126465
	Iteration 79Q: 3 clusters Score -7884912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -7884916.000000 Penalty: 5290.126465
	Iteration 80F: 3 clusters Score -7884916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Entering Unmasked Estep 
Score: -71306.296875 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -71306.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -69840.460938 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -69840.46 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -70096.968750 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -70096.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -70206.296875 Penalty: 3112.281982
	Iteration 2F: 3 clusters Score -70206.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -70302.742188 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -70302.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -70395.398438 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -70395.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70492.710938 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -70492.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70555.242188 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -70555.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70595.984375 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -70595.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70618.007812 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -70618.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70638.007812 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -70638.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -70650.335938 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -70650.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70650.765625 Penalty: 3112.281982
	Iteration 11Q: 3 clusters Score -70650.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70650.765625 Penalty: 3112.281982
	Iteration 12F: 3 clusters Score -70650.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Entering Unmasked Estep 
Score: -7789623.000000 Penalty: 2640.012207
	Iteration 0F: 2 clusters Score -7789623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -7761547.500000 Penalty: 5280.024414
	Iteration 0F: 3 clusters Score -7761548 nChanged 19219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -7772043.500000 Penalty: 5280.024414
	Iteration 1F: 3 clusters Score -7772044 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -7772529.000000 Penalty: 5280.024414
	Iteration 2Q: 3 clusters Score -7772529 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -7772933.000000 Penalty: 5280.024414
	Iteration 3Q: 3 clusters Score -7772933 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -7773237.500000 Penalty: 5280.024414
	Iteration 4Q: 3 clusters Score -7773238 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -7773523.000000 Penalty: 5280.024414
	Iteration 5Q: 3 clusters Score -7773523 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -7773877.000000 Penalty: 5280.024414
	Iteration 6Q: 3 clusters Score -7773877 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -7774195.000000 Penalty: 5280.024414
	Iteration 7Q: 3 clusters Score -7774195 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -7774589.000000 Penalty: 5280.024414
	Iteration 8Q: 3 clusters Score -7774589 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -7775083.500000 Penalty: 5280.024414
	Iteration 9Q: 3 clusters Score -7775084 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -7775813.500000 Penalty: 5280.024414
	Iteration 10Q: 3 clusters Score -7775814 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -7776811.500000 Penalty: 5280.024414
	Iteration 11Q: 3 clusters Score -7776812 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -7778109.000000 Penalty: 5280.024414
	Iteration 12Q: 3 clusters Score -7778109 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -7779512.000000 Penalty: 5280.024414
	Iteration 13F: 3 clusters Score -7779512 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -7780767.000000 Penalty: 5280.024414
	Iteration 14Q: 3 clusters Score -7780767 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -7781704.500000 Penalty: 5280.024414
	Iteration 15Q: 3 clusters Score -7781704 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -7782408.500000 Penalty: 5280.024414
	Iteration 16Q: 3 clusters Score -7782408 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -7782801.500000 Penalty: 5280.024414
	Iteration 17Q: 3 clusters Score -7782802 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -7783090.500000 Penalty: 5280.024414
	Iteration 18Q: 3 clusters Score -7783090 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -7783348.000000 Penalty: 5280.024414
	Iteration 19Q: 3 clusters Score -7783348 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -7783557.500000 Penalty: 5280.024414
	Iteration 20F: 3 clusters Score -7783558 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -7783823.000000 Penalty: 5280.024414
	Iteration 21Q: 3 clusters Score -7783823 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -7784062.000000 Penalty: 5280.024414
	Iteration 22Q: 3 clusters Score -7784062 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -7784357.000000 Penalty: 5280.024414
	Iteration 23Q: 3 clusters Score -7784357 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -7784667.500000 Penalty: 5280.024414
	Iteration 24Q: 3 clusters Score -7784668 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -7784958.000000 Penalty: 5280.024414
	Iteration 25Q: 3 clusters Score -7784958 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -7785266.500000 Penalty: 5280.024414
	Iteration 26Q: 3 clusters Score -7785266 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -7785556.500000 Penalty: 5280.024414
	Iteration 27Q: 3 clusters Score -7785556 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -7785825.500000 Penalty: 5280.024414
	Iteration 28Q: 3 clusters Score -7785826 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -7786088.000000 Penalty: 5280.024414
	Iteration 29Q: 3 clusters Score -7786088 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -7786268.000000 Penalty: 5280.024414
	Iteration 30Q: 3 clusters Score -7786268 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -7786418.000000 Penalty: 5280.024414
	Iteration 31Q: 3 clusters Score -7786418 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -7786542.000000 Penalty: 5280.024414
	Iteration 32Q: 3 clusters Score -7786542 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -7786641.500000 Penalty: 5280.024414
	Iteration 33Q: 3 clusters Score -7786642 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -7786739.500000 Penalty: 5280.024414
	Iteration 34Q: 3 clusters Score -7786740 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -7786821.500000 Penalty: 5280.024414
	Iteration 35Q: 3 clusters Score -7786822 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -7786905.000000 Penalty: 5280.024414
	Iteration 36Q: 3 clusters Score -7786905 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -7786978.000000 Penalty: 5280.024414
	Iteration 37Q: 3 clusters Score -7786978 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -7787004.000000 Penalty: 5280.024414
	Iteration 38Q: 3 clusters Score -7787004 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -7787052.000000 Penalty: 5280.024414
	Iteration 39Q: 3 clusters Score -7787052 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -7787090.000000 Penalty: 5280.024414
	Iteration 40F: 3 clusters Score -7787090 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -7787136.500000 Penalty: 5280.024414
	Iteration 41Q: 3 clusters Score -7787136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -7787160.000000 Penalty: 5280.024414
	Iteration 42Q: 3 clusters Score -7787160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -7787190.000000 Penalty: 5280.024414
	Iteration 43Q: 3 clusters Score -7787190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -7787202.500000 Penalty: 5280.024414
	Iteration 44Q: 3 clusters Score -7787202 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -7787219.000000 Penalty: 5280.024414
	Iteration 45Q: 3 clusters Score -7787219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -7787232.500000 Penalty: 5280.024414
	Iteration 46Q: 3 clusters Score -7787232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -7787249.000000 Penalty: 5280.024414
	Iteration 47Q: 3 clusters Score -7787249 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -7787260.500000 Penalty: 5280.024414
	Iteration 48Q: 3 clusters Score -7787260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -7787267.500000 Penalty: 5280.024414
	Iteration 49Q: 3 clusters Score -7787268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -7787288.500000 Penalty: 5280.024414
	Iteration 50Q: 3 clusters Score -7787288 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -7787294.000000 Penalty: 5280.024414
	Iteration 51Q: 3 clusters Score -7787294 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -7787299.000000 Penalty: 5280.024414
	Iteration 52Q: 3 clusters Score -7787299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -7787309.500000 Penalty: 5280.024414
	Iteration 53Q: 3 clusters Score -7787310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7787318.000000 Penalty: 5280.024414
	Iteration 54Q: 3 clusters Score -7787318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -7787318.500000 Penalty: 5280.024414
	Iteration 55Q: 3 clusters Score -7787318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -7787328.500000 Penalty: 5280.024414
	Iteration 56Q: 3 clusters Score -7787328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -7787341.000000 Penalty: 5280.024414
	Iteration 57Q: 3 clusters Score -7787341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -7787347.000000 Penalty: 5280.024414
	Iteration 58Q: 3 clusters Score -7787347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -7787350.500000 Penalty: 5280.024414
	Iteration 59Q: 3 clusters Score -7787350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -7787350.000000 Penalty: 5280.024414
	Iteration 60F: 3 clusters Score -7787350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -7787362.000000 Penalty: 5280.024414
	Iteration 61Q: 3 clusters Score -7787362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -7787366.500000 Penalty: 5280.024414
	Iteration 62Q: 3 clusters Score -7787366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -7787367.000000 Penalty: 5280.024414
	Iteration 63Q: 3 clusters Score -7787367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -7787367.500000 Penalty: 5280.024414
	Iteration 64Q: 3 clusters Score -7787368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -7787368.000000 Penalty: 5280.024414
	Iteration 65Q: 3 clusters Score -7787368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -7787363.500000 Penalty: 5280.024414
	Iteration 66Q: 3 clusters Score -7787364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -7787381.000000 Penalty: 5280.024414
	Iteration 67Q: 3 clusters Score -7787381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -7787378.000000 Penalty: 5280.024414
	Iteration 68Q: 3 clusters Score -7787378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -7787382.000000 Penalty: 5280.024414
	Iteration 69Q: 3 clusters Score -7787382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -7787378.500000 Penalty: 5280.024414
	Iteration 70Q: 3 clusters Score -7787378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -7787382.000000 Penalty: 5280.024414
	Iteration 71Q: 3 clusters Score -7787382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -7787389.500000 Penalty: 5280.024414
	Iteration 72Q: 3 clusters Score -7787390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -7787376.000000 Penalty: 5280.024414
	Iteration 73Q: 3 clusters Score -7787376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -7787393.000000 Penalty: 5280.024414
	Iteration 74Q: 3 clusters Score -7787393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -7787396.500000 Penalty: 5280.024414
	Iteration 75Q: 3 clusters Score -7787396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -7787398.500000 Penalty: 5280.024414
	Iteration 76Q: 3 clusters Score -7787398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -7787393.000000 Penalty: 5280.024414
	Iteration 77Q: 3 clusters Score -7787393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -7787394.000000 Penalty: 5280.024414
	Iteration 78Q: 3 clusters Score -7787394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -7787396.000000 Penalty: 5280.024414
	Iteration 79Q: 3 clusters Score -7787396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -7787409.500000 Penalty: 5280.024414
	Iteration 80F: 3 clusters Score -7787410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -7787415.500000 Penalty: 5280.024414
	Iteration 81Q: 3 clusters Score -7787416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -7787413.000000 Penalty: 5280.024414
	Iteration 82Q: 3 clusters Score -7787413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -7787417.000000 Penalty: 5280.024414
	Iteration 83Q: 3 clusters Score -7787417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -7787415.500000 Penalty: 5280.024414
	Iteration 84Q: 3 clusters Score -7787416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -7787415.000000 Penalty: 5280.024414
	Iteration 85Q: 3 clusters Score -7787415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -7787415.000000 Penalty: 5280.024414
	Iteration 86F: 3 clusters Score -7787415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Entering Unmasked Estep 
Score: -5124078.000000 Penalty: 2544.351562
	Iteration 0F: 2 clusters Score -5124078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -5104601.000000 Penalty: 5088.703125
	Iteration 0F: 3 clusters Score -5104601 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5111204.000000 Penalty: 5088.703125
	Iteration 1F: 3 clusters Score -5111204 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -5111610.500000 Penalty: 5088.703125
	Iteration 2Q: 3 clusters Score -5111610 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -5111874.000000 Penalty: 5088.703125
	Iteration 3Q: 3 clusters Score -5111874 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -5112105.000000 Penalty: 5088.703125
	Iteration 4Q: 3 clusters Score -5112105 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -5112304.500000 Penalty: 5088.703125
	Iteration 5Q: 3 clusters Score -5112304 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -5112456.000000 Penalty: 5088.703125
	Iteration 6Q: 3 clusters Score -5112456 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -5112580.500000 Penalty: 5088.703125
	Iteration 7Q: 3 clusters Score -5112580 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -5112685.000000 Penalty: 5088.703125
	Iteration 8Q: 3 clusters Score -5112685 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -5112777.500000 Penalty: 5088.703125
	Iteration 9Q: 3 clusters Score -5112778 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -5112867.000000 Penalty: 5088.703125
	Iteration 10Q: 3 clusters Score -5112867 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -5112943.000000 Penalty: 5088.703125
	Iteration 11Q: 3 clusters Score -5112943 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -5113042.500000 Penalty: 5088.703125
	Iteration 12Q: 3 clusters Score -5113042 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -5113200.500000 Penalty: 5088.703125
	Iteration 13Q: 3 clusters Score -5113200 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -5113401.500000 Penalty: 5088.703125
	Iteration 14Q: 3 clusters Score -5113402 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -5113750.000000 Penalty: 5088.703125
	Iteration 15Q: 3 clusters Score -5113750 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -5114336.500000 Penalty: 5088.703125
	Iteration 16Q: 3 clusters Score -5114336 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -5115255.500000 Penalty: 5088.703125
	Iteration 17F: 3 clusters Score -5115256 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -5116565.000000 Penalty: 5088.703125
	Iteration 18F: 3 clusters Score -5116565 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -5118178.500000 Penalty: 5088.703125
	Iteration 19F: 3 clusters Score -5118178 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5119586.500000 Penalty: 5088.703125
	Iteration 20F: 3 clusters Score -5119586 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5120634.500000 Penalty: 5088.703125
	Iteration 21Q: 3 clusters Score -5120634 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -5121270.000000 Penalty: 5088.703125
	Iteration 22Q: 3 clusters Score -5121270 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5121556.500000 Penalty: 5088.703125
	Iteration 23Q: 3 clusters Score -5121556 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5121666.500000 Penalty: 5088.703125
	Iteration 24Q: 3 clusters Score -5121666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5121731.500000 Penalty: 5088.703125
	Iteration 25Q: 3 clusters Score -5121732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5121771.500000 Penalty: 5088.703125
	Iteration 26Q: 3 clusters Score -5121772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5121809.500000 Penalty: 5088.703125
	Iteration 27Q: 3 clusters Score -5121810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5121826.500000 Penalty: 5088.703125
	Iteration 28Q: 3 clusters Score -5121826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5121842.500000 Penalty: 5088.703125
	Iteration 29Q: 3 clusters Score -5121842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -5121845.500000 Penalty: 5088.703125
	Iteration 30Q: 3 clusters Score -5121846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5121859.000000 Penalty: 5088.703125
	Iteration 31Q: 3 clusters Score -5121859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -5121865.000000 Penalty: 5088.703125
	Iteration 32Q: 3 clusters Score -5121865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5121872.500000 Penalty: 5088.703125
	Iteration 33Q: 3 clusters Score -5121872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -5121874.000000 Penalty: 5088.703125
	Iteration 34Q: 3 clusters Score -5121874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5121875.500000 Penalty: 5088.703125
	Iteration 35Q: 3 clusters Score -5121876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -5121882.000000 Penalty: 5088.703125
	Iteration 36Q: 3 clusters Score -5121882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5121891.500000 Penalty: 5088.703125
	Iteration 37Q: 3 clusters Score -5121892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -5121893.000000 Penalty: 5088.703125
	Iteration 38Q: 3 clusters Score -5121893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5121890.000000 Penalty: 5088.703125
	Iteration 39Q: 3 clusters Score -5121890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -5121890.000000 Penalty: 5088.703125
	Iteration 40F: 3 clusters Score -5121890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Entering Unmasked Estep 
Score: -7706255.000000 Penalty: 2639.160156
	Iteration 0F: 2 clusters Score -7706255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -7678210.500000 Penalty: 5278.320312
	Iteration 0F: 3 clusters Score -7678210 nChanged 19185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -7689544.000000 Penalty: 5278.320312
	Iteration 1F: 3 clusters Score -7689544 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -7690950.500000 Penalty: 5278.320312
	Iteration 2F: 3 clusters Score -7690950 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -7692773.000000 Penalty: 5278.320312
	Iteration 3F: 3 clusters Score -7692773 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -7694699.000000 Penalty: 5278.320312
	Iteration 4F: 3 clusters Score -7694699 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -7697072.000000 Penalty: 5278.320312
	Iteration 5F: 3 clusters Score -7697072 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -7699686.000000 Penalty: 5278.320312
	Iteration 6F: 3 clusters Score -7699686 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -7701842.500000 Penalty: 5278.320312
	Iteration 7F: 3 clusters Score -7701842 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -7702833.500000 Penalty: 5278.320312
	Iteration 8Q: 3 clusters Score -7702834 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -7703255.000000 Penalty: 5278.320312
	Iteration 9Q: 3 clusters Score -7703255 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -7703512.500000 Penalty: 5278.320312
	Iteration 10Q: 3 clusters Score -7703512 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -7703699.500000 Penalty: 5278.320312
	Iteration 11Q: 3 clusters Score -7703700 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -7703841.000000 Penalty: 5278.320312
	Iteration 12Q: 3 clusters Score -7703841 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -7703963.000000 Penalty: 5278.320312
	Iteration 13Q: 3 clusters Score -7703963 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -7704019.000000 Penalty: 5278.320312
	Iteration 14Q: 3 clusters Score -7704019 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -7704131.500000 Penalty: 5278.320312
	Iteration 15Q: 3 clusters Score -7704132 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -7704202.500000 Penalty: 5278.320312
	Iteration 16Q: 3 clusters Score -7704202 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -7704286.500000 Penalty: 5278.320312
	Iteration 17Q: 3 clusters Score -7704286 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -7704362.500000 Penalty: 5278.320312
	Iteration 18Q: 3 clusters Score -7704362 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -7704416.500000 Penalty: 5278.320312
	Iteration 19Q: 3 clusters Score -7704416 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -7704473.500000 Penalty: 5278.320312
	Iteration 20F: 3 clusters Score -7704474 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -7704532.500000 Penalty: 5278.320312
	Iteration 21Q: 3 clusters Score -7704532 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -7704602.500000 Penalty: 5278.320312
	Iteration 22Q: 3 clusters Score -7704602 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -7704655.500000 Penalty: 5278.320312
	Iteration 23Q: 3 clusters Score -7704656 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -7704689.500000 Penalty: 5278.320312
	Iteration 24Q: 3 clusters Score -7704690 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -7704712.000000 Penalty: 5278.320312
	Iteration 25Q: 3 clusters Score -7704712 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -7704744.500000 Penalty: 5278.320312
	Iteration 26Q: 3 clusters Score -7704744 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -7704780.500000 Penalty: 5278.320312
	Iteration 27Q: 3 clusters Score -7704780 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -7704799.000000 Penalty: 5278.320312
	Iteration 28Q: 3 clusters Score -7704799 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -7704825.500000 Penalty: 5278.320312
	Iteration 29Q: 3 clusters Score -7704826 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -7704855.500000 Penalty: 5278.320312
	Iteration 30Q: 3 clusters Score -7704856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -7704887.000000 Penalty: 5278.320312
	Iteration 31Q: 3 clusters Score -7704887 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -7704924.500000 Penalty: 5278.320312
	Iteration 32Q: 3 clusters Score -7704924 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -7704932.500000 Penalty: 5278.320312
	Iteration 33Q: 3 clusters Score -7704932 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -7704960.000000 Penalty: 5278.320312
	Iteration 34Q: 3 clusters Score -7704960 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -7704967.500000 Penalty: 5278.320312
	Iteration 35Q: 3 clusters Score -7704968 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -7704988.500000 Penalty: 5278.320312
	Iteration 36Q: 3 clusters Score -7704988 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -7705014.500000 Penalty: 5278.320312
	Iteration 37Q: 3 clusters Score -7705014 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -7705040.500000 Penalty: 5278.320312
	Iteration 38Q: 3 clusters Score -7705040 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -7705051.000000 Penalty: 5278.320312
	Iteration 39Q: 3 clusters Score -7705051 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -7705049.500000 Penalty: 5278.320312
	Iteration 40F: 3 clusters Score -7705050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -7705055.000000 Penalty: 5278.320312
	Iteration 41Q: 3 clusters Score -7705055 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -7705066.500000 Penalty: 5278.320312
	Iteration 42Q: 3 clusters Score -7705066 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -7705065.500000 Penalty: 5278.320312
	Iteration 43Q: 3 clusters Score -7705066 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -7705096.000000 Penalty: 5278.320312
	Iteration 44Q: 3 clusters Score -7705096 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -7705129.500000 Penalty: 5278.320312
	Iteration 45Q: 3 clusters Score -7705130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -7705135.500000 Penalty: 5278.320312
	Iteration 46Q: 3 clusters Score -7705136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -7705157.000000 Penalty: 5278.320312
	Iteration 47Q: 3 clusters Score -7705157 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -7705189.500000 Penalty: 5278.320312
	Iteration 48Q: 3 clusters Score -7705190 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -7705196.000000 Penalty: 5278.320312
	Iteration 49Q: 3 clusters Score -7705196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -7705192.000000 Penalty: 5278.320312
	Iteration 50Q: 3 clusters Score -7705192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -7705195.500000 Penalty: 5278.320312
	Iteration 51Q: 3 clusters Score -7705196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -7705200.500000 Penalty: 5278.320312
	Iteration 52Q: 3 clusters Score -7705200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -7705194.500000 Penalty: 5278.320312
	Iteration 53Q: 3 clusters Score -7705194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -7705200.500000 Penalty: 5278.320312
	Iteration 54Q: 3 clusters Score -7705200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -7705202.500000 Penalty: 5278.320312
	Iteration 55Q: 3 clusters Score -7705202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -7705198.500000 Penalty: 5278.320312
	Iteration 56Q: 3 clusters Score -7705198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -7705209.000000 Penalty: 5278.320312
	Iteration 57Q: 3 clusters Score -7705209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -7705220.000000 Penalty: 5278.320312
	Iteration 58Q: 3 clusters Score -7705220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -7705212.000000 Penalty: 5278.320312
	Iteration 59Q: 3 clusters Score -7705212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -7705205.000000 Penalty: 5278.320312
	Iteration 60F: 3 clusters Score -7705205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -7705199.500000 Penalty: 5278.320312
	Iteration 61Q: 3 clusters Score -7705200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -7705219.500000 Penalty: 5278.320312
	Iteration 62Q: 3 clusters Score -7705220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -7705224.500000 Penalty: 5278.320312
	Iteration 63Q: 3 clusters Score -7705224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -7705229.000000 Penalty: 5278.320312
	Iteration 64Q: 3 clusters Score -7705229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -7705233.000000 Penalty: 5278.320312
	Iteration 65Q: 3 clusters Score -7705233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -7705234.500000 Penalty: 5278.320312
	Iteration 66Q: 3 clusters Score -7705234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -7705232.000000 Penalty: 5278.320312
	Iteration 67Q: 3 clusters Score -7705232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -7705234.000000 Penalty: 5278.320312
	Iteration 68Q: 3 clusters Score -7705234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -7705231.500000 Penalty: 5278.320312
	Iteration 69Q: 3 clusters Score -7705232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -7705230.000000 Penalty: 5278.320312
	Iteration 70Q: 3 clusters Score -7705230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -7705237.000000 Penalty: 5278.320312
	Iteration 71Q: 3 clusters Score -7705237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -7705229.500000 Penalty: 5278.320312
	Iteration 72Q: 3 clusters Score -7705230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -7705242.500000 Penalty: 5278.320312
	Iteration 73Q: 3 clusters Score -7705242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -7705235.500000 Penalty: 5278.320312
	Iteration 74Q: 3 clusters Score -7705236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -7705244.000000 Penalty: 5278.320312
	Iteration 75Q: 3 clusters Score -7705244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -7705235.000000 Penalty: 5278.320312
	Iteration 76Q: 3 clusters Score -7705235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -7705236.500000 Penalty: 5278.320312
	Iteration 77Q: 3 clusters Score -7705236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -7705228.000000 Penalty: 5278.320312
	Iteration 78Q: 3 clusters Score -7705228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 37986 members 
Entering Unmasked Estep 
Score: -7705231.500000 Penalty: 5278.320312
	Iteration 79Q: 3 clusters Score -7705232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -7705229.500000 Penalty: 5278.320312
	Iteration 80F: 3 clusters Score -7705230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -7705223.500000 Penalty: 5278.320312
	Iteration 81Q: 3 clusters Score -7705224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -7705219.000000 Penalty: 5278.320312
	Iteration 82Q: 3 clusters Score -7705219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -7705223.000000 Penalty: 5278.320312
	Iteration 83Q: 3 clusters Score -7705223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -7705226.000000 Penalty: 5278.320312
	Iteration 84Q: 3 clusters Score -7705226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -7705226.000000 Penalty: 5278.320312
	Iteration 85Q: 3 clusters Score -7705226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -7705229.500000 Penalty: 5278.320312
	Iteration 86Q: 3 clusters Score -7705230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -7705226.500000 Penalty: 5278.320312
	Iteration 87Q: 3 clusters Score -7705226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -7705222.500000 Penalty: 5278.320312
	Iteration 88Q: 3 clusters Score -7705222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -7705222.000000 Penalty: 5278.320312
	Iteration 89Q: 3 clusters Score -7705222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -7705221.000000 Penalty: 5278.320312
	Iteration 90Q: 3 clusters Score -7705221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -7705218.000000 Penalty: 5278.320312
	Iteration 91Q: 3 clusters Score -7705218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -7705223.500000 Penalty: 5278.320312
	Iteration 92Q: 3 clusters Score -7705224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -7705226.000000 Penalty: 5278.320312
	Iteration 93Q: 3 clusters Score -7705226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -7705224.000000 Penalty: 5278.320312
	Iteration 94Q: 3 clusters Score -7705224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -7705227.500000 Penalty: 5278.320312
	Iteration 95Q: 3 clusters Score -7705228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -7705232.000000 Penalty: 5278.320312
	Iteration 96Q: 3 clusters Score -7705232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -7705235.500000 Penalty: 5278.320312
	Iteration 97Q: 3 clusters Score -7705236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -7705228.000000 Penalty: 5278.320312
	Iteration 98Q: 3 clusters Score -7705228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -7705228.500000 Penalty: 5278.320312
	Iteration 99Q: 3 clusters Score -7705228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -7705237.500000 Penalty: 5278.320312
	Iteration 100F: 3 clusters Score -7705238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -7705239.000000 Penalty: 5278.320312
	Iteration 101Q: 3 clusters Score -7705239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -7705239.000000 Penalty: 5278.320312
	Iteration 102F: 3 clusters Score -7705239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Entering Unmasked Estep 
Score: -8193809.000000 Penalty: 2654.014404
	Iteration 0F: 2 clusters Score -8193809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -8164257.500000 Penalty: 5308.028809
	Iteration 0F: 3 clusters Score -8164258 nChanged 20391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -8175448.500000 Penalty: 5308.028809
	Iteration 1F: 3 clusters Score -8175448 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -8175888.500000 Penalty: 5308.028809
	Iteration 2Q: 3 clusters Score -8175888 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -8176270.000000 Penalty: 5308.028809
	Iteration 3Q: 3 clusters Score -8176270 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -8176650.000000 Penalty: 5308.028809
	Iteration 4Q: 3 clusters Score -8176650 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -8177189.000000 Penalty: 5308.028809
	Iteration 5Q: 3 clusters Score -8177189 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -8177777.500000 Penalty: 5308.028809
	Iteration 6Q: 3 clusters Score -8177778 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -8178567.500000 Penalty: 5308.028809
	Iteration 7Q: 3 clusters Score -8178568 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -8179725.000000 Penalty: 5308.028809
	Iteration 8Q: 3 clusters Score -8179725 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -8181263.500000 Penalty: 5308.028809
	Iteration 9F: 3 clusters Score -8181264 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -8183171.000000 Penalty: 5308.028809
	Iteration 10F: 3 clusters Score -8183171 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -8185283.000000 Penalty: 5308.028809
	Iteration 11F: 3 clusters Score -8185283 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -8187016.000000 Penalty: 5308.028809
	Iteration 12Q: 3 clusters Score -8187016 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -8188279.500000 Penalty: 5308.028809
	Iteration 13Q: 3 clusters Score -8188280 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -8189152.000000 Penalty: 5308.028809
	Iteration 14Q: 3 clusters Score -8189152 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -8189823.500000 Penalty: 5308.028809
	Iteration 15Q: 3 clusters Score -8189824 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -8190329.500000 Penalty: 5308.028809
	Iteration 16Q: 3 clusters Score -8190330 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8190709.000000 Penalty: 5308.028809
	Iteration 17Q: 3 clusters Score -8190709 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8190948.500000 Penalty: 5308.028809
	Iteration 18Q: 3 clusters Score -8190948 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8191133.500000 Penalty: 5308.028809
	Iteration 19Q: 3 clusters Score -8191134 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8191266.000000 Penalty: 5308.028809
	Iteration 20F: 3 clusters Score -8191266 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8191354.000000 Penalty: 5308.028809
	Iteration 21Q: 3 clusters Score -8191354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8191415.500000 Penalty: 5308.028809
	Iteration 22Q: 3 clusters Score -8191416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8191432.500000 Penalty: 5308.028809
	Iteration 23Q: 3 clusters Score -8191432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8191461.500000 Penalty: 5308.028809
	Iteration 24Q: 3 clusters Score -8191462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8191479.000000 Penalty: 5308.028809
	Iteration 25Q: 3 clusters Score -8191479 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8191489.500000 Penalty: 5308.028809
	Iteration 26Q: 3 clusters Score -8191490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8191501.000000 Penalty: 5308.028809
	Iteration 27Q: 3 clusters Score -8191501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8191511.000000 Penalty: 5308.028809
	Iteration 28Q: 3 clusters Score -8191511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8191511.500000 Penalty: 5308.028809
	Iteration 29Q: 3 clusters Score -8191512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8191520.500000 Penalty: 5308.028809
	Iteration 30Q: 3 clusters Score -8191520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8191527.000000 Penalty: 5308.028809
	Iteration 31Q: 3 clusters Score -8191527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8191526.500000 Penalty: 5308.028809
	Iteration 32Q: 3 clusters Score -8191526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8191529.000000 Penalty: 5308.028809
	Iteration 33Q: 3 clusters Score -8191529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8191531.000000 Penalty: 5308.028809
	Iteration 34Q: 3 clusters Score -8191531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8191531.000000 Penalty: 5308.028809
	Iteration 35F: 3 clusters Score -8191531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -26870.765625 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -26870.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25824.937500 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -25824.94 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -26128.105469 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -26128.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26231.248047 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -26231.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26259.027344 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -26259.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26274.966797 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -26274.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26281.302734 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -26281.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -26281.302734 Penalty: 2846.937256
	Iteration 6F: 3 clusters Score -26281.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Entering Unmasked Estep 
Score: -6916888.000000 Penalty: 2611.251221
	Iteration 0F: 2 clusters Score -6916888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -6891704.000000 Penalty: 5222.502441
	Iteration 0F: 3 clusters Score -6891704 nChanged 17003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -6901185.500000 Penalty: 5222.502441
	Iteration 1F: 3 clusters Score -6901186 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -6901950.500000 Penalty: 5222.502441
	Iteration 2Q: 3 clusters Score -6901950 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -6902769.500000 Penalty: 5222.502441
	Iteration 3Q: 3 clusters Score -6902770 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -6903757.000000 Penalty: 5222.502441
	Iteration 4F: 3 clusters Score -6903757 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -6905086.000000 Penalty: 5222.502441
	Iteration 5F: 3 clusters Score -6905086 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -6906661.000000 Penalty: 5222.502441
	Iteration 6F: 3 clusters Score -6906661 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -6908608.500000 Penalty: 5222.502441
	Iteration 7F: 3 clusters Score -6908608 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -6910212.500000 Penalty: 5222.502441
	Iteration 8F: 3 clusters Score -6910212 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6911158 nChanged 1140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6911608 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6911814 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -6912012.000000 Penalty: 5222.502441
	Iteration 12Q: 3 clusters Score -6912012 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -6912174.000000 Penalty: 5222.502441
	Iteration 13Q: 3 clusters Score -6912174 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -6912331.000000 Penalty: 5222.502441
	Iteration 14Q: 3 clusters Score -6912331 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6912488 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -6912638.000000 Penalty: 5222.502441
	Iteration 16Q: 3 clusters Score -6912638 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -6912735.500000 Penalty: 5222.502441
	Iteration 17Q: 3 clusters Score -6912736 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -6912910.500000 Penalty: 5222.502441
	Iteration 18Q: 3 clusters Score -6912910 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -6913068.500000 Penalty: 5222.502441
	Iteration 19Q: 3 clusters Score -6913068 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -6913215.500000 Penalty: 5222.502441
	Iteration 20F: 3 clusters Score -6913216 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -6913317.500000 Penalty: 5222.502441
	Iteration 21Q: 3 clusters Score -6913318 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -6913441.500000 Penalty: 5222.502441
	Iteration 22Q: 3 clusters Score -6913442 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -6913555.500000 Penalty: 5222.502441
	Iteration 23Q: 3 clusters Score -6913556 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -6913661.500000 Penalty: 5222.502441
	Iteration 24Q: 3 clusters Score -6913662 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -6913773.500000 Penalty: 5222.502441
	Iteration 25Q: 3 clusters Score -6913774 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -6913884.000000 Penalty: 5222.502441
	Iteration 26Q: 3 clusters Score -6913884 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -6913976.000000 Penalty: 5222.502441
	Iteration 27Q: 3 clusters Score -6913976 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -6914037.500000 Penalty: 5222.502441
	Iteration 28Q: 3 clusters Score -6914038 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -6914076.500000 Penalty: 5222.502441
	Iteration 29Q: 3 clusters Score -6914076 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -6914131.500000 Penalty: 5222.502441
	Iteration 30Q: 3 clusters Score -6914132 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -6914198.000000 Penalty: 5222.502441
	Iteration 31Q: 3 clusters Score -6914198 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -6914225.500000 Penalty: 5222.502441
	Iteration 32Q: 3 clusters Score -6914226 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -6914252.000000 Penalty: 5222.502441
	Iteration 33Q: 3 clusters Score -6914252 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -6914279.000000 Penalty: 5222.502441
	Iteration 34Q: 3 clusters Score -6914279 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -6914287.500000 Penalty: 5222.502441
	Iteration 35Q: 3 clusters Score -6914288 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -6914319.000000 Penalty: 5222.502441
	Iteration 36Q: 3 clusters Score -6914319 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -6914344.500000 Penalty: 5222.502441
	Iteration 37Q: 3 clusters Score -6914344 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -6914372.000000 Penalty: 5222.502441
	Iteration 38Q: 3 clusters Score -6914372 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -6914411.000000 Penalty: 5222.502441
	Iteration 39Q: 3 clusters Score -6914411 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6914433.500000 Penalty: 5222.502441
	Iteration 40F: 3 clusters Score -6914434 nChanged 114
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Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6914474 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -6914495.000000 Penalty: 5222.502441
	Iteration 42Q: 3 clusters Score -6914495 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -6914491.500000 Penalty: 5222.502441
	Iteration 43Q: 3 clusters Score -6914492 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -6914497.500000 Penalty: 5222.502441
	Iteration 44Q: 3 clusters Score -6914498 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6914533 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -6914563.500000 Penalty: 5222.502441
	Iteration 46Q: 3 clusters Score -6914564 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6914567 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6914598.000000 Penalty: 5222.502441
	Iteration 48Q: 3 clusters Score -6914598 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -6914627.500000 Penalty: 5222.502441
	Iteration 49Q: 3 clusters Score -6914628 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -6914648.500000 Penalty: 5222.502441
	Iteration 50Q: 3 clusters Score -6914648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -6914662.500000 Penalty: 5222.502441
	Iteration 51Q: 3 clusters Score -6914662 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6914680.500000 Penalty: 5222.502441
	Iteration 52Q: 3 clusters Score -6914680 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -6914713.500000 Penalty: 5222.502441
	Iteration 53Q: 3 clusters Score -6914714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6914740.500000 Penalty: 5222.502441
	Iteration 54Q: 3 clusters Score -6914740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6914755.500000 Penalty: 5222.502441
	Iteration 55Q: 3 clusters Score -6914756 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -6914761.500000 Penalty: 5222.502441
	Iteration 56Q: 3 clusters Score -6914762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -6914761.500000 Penalty: 5222.502441
	Iteration 57Q: 3 clusters Score -6914762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6914787.000000 Penalty: 5222.502441
	Iteration 58Q: 3 clusters Score -6914787 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6914782.000000 Penalty: 5222.502441
	Iteration 59Q: 3 clusters Score -6914782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -6914791.500000 Penalty: 5222.502441
	Iteration 60F: 3 clusters Score -6914792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6914799.000000 Penalty: 5222.502441
	Iteration 61Q: 3 clusters Score -6914799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6914806.500000 Penalty: 5222.502441
	Iteration 62Q: 3 clusters Score -6914806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -6914826.500000 Penalty: 5222.502441
	Iteration 63Q: 3 clusters Score -6914826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6914821.500000 Penalty: 5222.502441
	Iteration 64Q: 3 clusters Score -6914822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6914824.000000 Penalty: 5222.502441
	Iteration 65Q: 3 clusters Score -6914824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6914826.500000 Penalty: 5222.502441
	Iteration 66Q: 3 clusters Score -6914826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -6914833.500000 Penalty: 5222.502441
	Iteration 67Q: 3 clusters Score -6914834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6914830.000000 Penalty: 5222.502441
	Iteration 68Q: 3 clusters Score -6914830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6914826.500000 Penalty: 5222.502441
	Iteration 69Q: 3 clusters Score -6914826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6914834.500000 Penalty: 5222.502441
	Iteration 70Q: 3 clusters Score -6914834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -6914839.000000 Penalty: 5222.502441
	Iteration 71Q: 3 clusters Score -6914839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6914852.500000 Penalty: 5222.502441
	Iteration 72Q: 3 clusters Score -6914852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6914861.000000 Penalty: 5222.502441
	Iteration 73Q: 3 clusters Score -6914861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6914859.500000 Penalty: 5222.502441
	Iteration 74Q: 3 clusters Score -6914860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -6914854.500000 Penalty: 5222.502441
	Iteration 75Q: 3 clusters Score -6914854 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6914852.000000 Penalty: 5222.502441
	Iteration 76Q: 3 clusters Score -6914852 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6914850.000000 Penalty: 5222.502441
	Iteration 77Q: 3 clusters Score -6914850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6914856.500000 Penalty: 5222.502441
	Iteration 78Q: 3 clusters Score -6914856 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6914854.000000 Penalty: 5222.502441
	Iteration 79Q: 3 clusters Score -6914854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6914857.500000 Penalty: 5222.502441
	Iteration 80F: 3 clusters Score -6914858 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6914853.000000 Penalty: 5222.502441
	Iteration 81Q: 3 clusters Score -6914853 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6914856 nChanged 2
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Mstep: Class 1 contains 35293 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6914856 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6914856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6914852.500000 Penalty: 5222.502441
	Iteration 85Q: 3 clusters Score -6914852 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6914860.500000 Penalty: 5222.502441
	Iteration 86Q: 3 clusters Score -6914860 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6914868.000000 Penalty: 5222.502441
	Iteration 87Q: 3 clusters Score -6914868 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35328 members 
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Entering Unmasked Estep 
Score: -6914867.000000 Penalty: 5222.502441
	Iteration 88Q: 3 clusters Score -6914867 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35332 members 
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Entering Unmasked Estep 
Score: -6914873.500000 Penalty: 5222.502441
	Iteration 89Q: 3 clusters Score -6914874 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6914867 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35336 members 
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Entering Unmasked Estep 
Score: -6914866.000000 Penalty: 5222.502441
	Iteration 91Q: 3 clusters Score -6914866 nChanged 4
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Mstep: Class 1 contains 35340 members 
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	Iteration 92Q: 3 clusters Score -6914860 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35344 members 
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Entering Unmasked Estep 
Score: -6914862.500000 Penalty: 5222.502441
	Iteration 93Q: 3 clusters Score -6914862 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35350 members 
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Entering Unmasked Estep 
Score: -6914855.000000 Penalty: 5222.502441
	Iteration 94Q: 3 clusters Score -6914855 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35357 members 
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Entering Unmasked Estep 
Score: -6914864.000000 Penalty: 5222.502441
	Iteration 95Q: 3 clusters Score -6914864 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6914872 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6914867 nChanged 13
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Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6914865 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6914875.500000 Penalty: 5222.502441
	Iteration 99Q: 3 clusters Score -6914876 nChanged 14
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Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6914863.500000 Penalty: 5222.502441
	Iteration 100F: 3 clusters Score -6914864 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -6914871.000000 Penalty: 5222.502441
	Iteration 101Q: 3 clusters Score -6914871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6914877.000000 Penalty: 5222.502441
	Iteration 102Q: 3 clusters Score -6914877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -6914883.500000 Penalty: 5222.502441
	Iteration 103Q: 3 clusters Score -6914884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6914878.000000 Penalty: 5222.502441
	Iteration 104Q: 3 clusters Score -6914878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -6914884.000000 Penalty: 5222.502441
	Iteration 105Q: 3 clusters Score -6914884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6914883.500000 Penalty: 5222.502441
	Iteration 106Q: 3 clusters Score -6914884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6914885.500000 Penalty: 5222.502441
	Iteration 107Q: 3 clusters Score -6914886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -6914883.500000 Penalty: 5222.502441
	Iteration 108Q: 3 clusters Score -6914884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6914886.000000 Penalty: 5222.502441
	Iteration 109Q: 3 clusters Score -6914886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6914894.000000 Penalty: 5222.502441
	Iteration 110Q: 3 clusters Score -6914894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6914899.500000 Penalty: 5222.502441
	Iteration 111Q: 3 clusters Score -6914900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6914899.500000 Penalty: 5222.502441
	Iteration 112F: 3 clusters Score -6914900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -166184.156250 Penalty: 1723.564331
	Iteration 0F: 2 clusters Score -166184.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -164261.671875 Penalty: 3447.128662
	Iteration 0F: 3 clusters Score -164261.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -164580.984375 Penalty: 3447.128662
	Iteration 1F: 3 clusters Score -164581 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -164698.328125 Penalty: 3447.128662
	Iteration 2F: 3 clusters Score -164698.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -164783.328125 Penalty: 3447.128662
	Iteration 3Q: 3 clusters Score -164783.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -164834.421875 Penalty: 3447.128662
	Iteration 4Q: 3 clusters Score -164834.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -164877.093750 Penalty: 3447.128662
	Iteration 5Q: 3 clusters Score -164877.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -164924.687500 Penalty: 3447.128662
	Iteration 6Q: 3 clusters Score -164924.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -164974.062500 Penalty: 3447.128662
	Iteration 7Q: 3 clusters Score -164974.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -165015.312500 Penalty: 3447.128662
	Iteration 8Q: 3 clusters Score -165015.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -165059.140625 Penalty: 3447.128662
	Iteration 9Q: 3 clusters Score -165059.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -165072.203125 Penalty: 3447.128662
	Iteration 10Q: 3 clusters Score -165072.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -165085.468750 Penalty: 3447.128662
	Iteration 11Q: 3 clusters Score -165085.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -165092.187500 Penalty: 3447.128662
	Iteration 12Q: 3 clusters Score -165092.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -165102.015625 Penalty: 3447.128662
	Iteration 13Q: 3 clusters Score -165102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -165107.906250 Penalty: 3447.128662
	Iteration 14Q: 3 clusters Score -165107.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -165113.625000 Penalty: 3447.128662
	Iteration 15Q: 3 clusters Score -165113.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -165117.031250 Penalty: 3447.128662
	Iteration 16Q: 3 clusters Score -165117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -165123.906250 Penalty: 3447.128662
	Iteration 17Q: 3 clusters Score -165123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -165127.921875 Penalty: 3447.128662
	Iteration 18Q: 3 clusters Score -165127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -165129.921875 Penalty: 3447.128662
	Iteration 19Q: 3 clusters Score -165129.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -165129.921875 Penalty: 3447.128662
	Iteration 20F: 3 clusters Score -165129.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (46833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Entering Unmasked Estep 
Score: -8691015.000000 Penalty: 2667.077148
	Iteration 0F: 2 clusters Score -8691015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -8661062.000000 Penalty: 5334.154297
	Iteration 0F: 3 clusters Score -8661062 nChanged 21419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -8672938.000000 Penalty: 5334.154297
	Iteration 1F: 3 clusters Score -8672938 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -8673428.000000 Penalty: 5334.154297
	Iteration 2Q: 3 clusters Score -8673428 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -8673892.000000 Penalty: 5334.154297
	Iteration 3Q: 3 clusters Score -8673892 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -8674405.000000 Penalty: 5334.154297
	Iteration 4Q: 3 clusters Score -8674405 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -8675061.000000 Penalty: 5334.154297
	Iteration 5Q: 3 clusters Score -8675061 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -8676026.000000 Penalty: 5334.154297
	Iteration 6Q: 3 clusters Score -8676026 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -8677498.000000 Penalty: 5334.154297
	Iteration 7F: 3 clusters Score -8677498 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -8679556.000000 Penalty: 5334.154297
	Iteration 8F: 3 clusters Score -8679556 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -8681892.000000 Penalty: 5334.154297
	Iteration 9F: 3 clusters Score -8681892 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -8684296.000000 Penalty: 5334.154297
	Iteration 10F: 3 clusters Score -8684296 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -8686204.000000 Penalty: 5334.154297
	Iteration 11Q: 3 clusters Score -8686204 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -8687267.000000 Penalty: 5334.154297
	Iteration 12Q: 3 clusters Score -8687267 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8687895.000000 Penalty: 5334.154297
	Iteration 13Q: 3 clusters Score -8687895 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -8688282.000000 Penalty: 5334.154297
	Iteration 14Q: 3 clusters Score -8688282 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -8688531.000000 Penalty: 5334.154297
	Iteration 15Q: 3 clusters Score -8688531 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -8688632.000000 Penalty: 5334.154297
	Iteration 16Q: 3 clusters Score -8688632 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -8688736.000000 Penalty: 5334.154297
	Iteration 17Q: 3 clusters Score -8688736 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -8688789.000000 Penalty: 5334.154297
	Iteration 18Q: 3 clusters Score -8688789 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -8688838.000000 Penalty: 5334.154297
	Iteration 19Q: 3 clusters Score -8688838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -8688863.000000 Penalty: 5334.154297
	Iteration 20F: 3 clusters Score -8688863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -8688884.000000 Penalty: 5334.154297
	Iteration 21Q: 3 clusters Score -8688884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -8688875.000000 Penalty: 5334.154297
	Iteration 22Q: 3 clusters Score -8688875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8688881.000000 Penalty: 5334.154297
	Iteration 23Q: 3 clusters Score -8688881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -8688892.000000 Penalty: 5334.154297
	Iteration 24Q: 3 clusters Score -8688892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -8688890.000000 Penalty: 5334.154297
	Iteration 25Q: 3 clusters Score -8688890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -8688897.000000 Penalty: 5334.154297
	Iteration 26Q: 3 clusters Score -8688897 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -8688902.000000 Penalty: 5334.154297
	Iteration 27Q: 3 clusters Score -8688902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -8688903.000000 Penalty: 5334.154297
	Iteration 28Q: 3 clusters Score -8688903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -8688910.000000 Penalty: 5334.154297
	Iteration 29Q: 3 clusters Score -8688910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -8688932.000000 Penalty: 5334.154297
	Iteration 30Q: 3 clusters Score -8688932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -8688935.000000 Penalty: 5334.154297
	Iteration 31Q: 3 clusters Score -8688935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -8688938.000000 Penalty: 5334.154297
	Iteration 32Q: 3 clusters Score -8688938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -8688943.000000 Penalty: 5334.154297
	Iteration 33Q: 3 clusters Score -8688943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8688931.000000 Penalty: 5334.154297
	Iteration 34Q: 3 clusters Score -8688931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8688937.000000 Penalty: 5334.154297
	Iteration 35Q: 3 clusters Score -8688937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -8688936.000000 Penalty: 5334.154297
	Iteration 36Q: 3 clusters Score -8688936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -8688939.000000 Penalty: 5334.154297
	Iteration 37Q: 3 clusters Score -8688939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -8688944.000000 Penalty: 5334.154297
	Iteration 38Q: 3 clusters Score -8688944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -8688946.000000 Penalty: 5334.154297
	Iteration 39Q: 3 clusters Score -8688946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -8688939.000000 Penalty: 5334.154297
	Iteration 40F: 3 clusters Score -8688939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -8688948.000000 Penalty: 5334.154297
	Iteration 41Q: 3 clusters Score -8688948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -8688952.000000 Penalty: 5334.154297
	Iteration 42Q: 3 clusters Score -8688952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -8688950.000000 Penalty: 5334.154297
	Iteration 43Q: 3 clusters Score -8688950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -8688953.000000 Penalty: 5334.154297
	Iteration 44Q: 3 clusters Score -8688953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -8688953.000000 Penalty: 5334.154297
	Iteration 45F: 3 clusters Score -8688953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -56787.597656 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -56787.6 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 245 members 
Entering Unmasked Estep 
Score: -55344.339844 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -55344.34 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55728.496094 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -55728.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55939.945312 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -55939.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -56075.640625 Penalty: 3082.445557
	Iteration 3F: 3 clusters Score -56075.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -56138.218750 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -56138.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -56177.187500 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -56177.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56193.734375 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -56193.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56209.699219 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -56209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56214.558594 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -56214.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -56225.238281 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -56225.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56226.210938 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -56226.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56226.496094 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -56226.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -56226.496094 Penalty: 3082.445557
	Iteration 12F: 3 clusters Score -56226.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 43247 members 
Mstep: Class 3 contains 46764 members 
Mstep: Class 4 contains 1150 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 45549 members 
Mstep: Class 7 contains 42670 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 439 members 
Mstep: Class 10 contains 42739 members 
Mstep: Class 11 contains 48215 members 
Mstep: Class 12 contains 43822 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 47126 members 
Mstep: Class 16 contains 42855 members 
Mstep: Class 17 contains 531 members 
Mstep: Class 18 contains 41991 members 
Mstep: Class 19 contains 28552 members 
Mstep: Class 20 contains 41847 members 
Mstep: Class 21 contains 44430 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37393 members 
Mstep: Class 24 contains 1043 members 
Mstep: Class 25 contains 46833 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933464.000000 Penalty: 90108.015625
Iteration 199Q: 28 clusters Score -1.269335e+08 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 43255 members 
Mstep: Class 3 contains 46788 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 45563 members 
Mstep: Class 7 contains 42640 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 480 members 
Mstep: Class 10 contains 42753 members 
Mstep: Class 11 contains 48179 members 
Mstep: Class 12 contains 43888 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 47138 members 
Mstep: Class 16 contains 42847 members 
Mstep: Class 17 contains 525 members 
Mstep: Class 18 contains 42002 members 
Mstep: Class 19 contains 28520 members 
Mstep: Class 20 contains 41824 members 
Mstep: Class 21 contains 44440 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37425 members 
Mstep: Class 24 contains 1029 members 
Mstep: Class 25 contains 46755 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933936.000000 Penalty: 90108.015625
Iteration 200F: 28 clusters Score -1.269339e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 43269 members 
Mstep: Class 3 contains 46804 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 2411 members 
Mstep: Class 6 contains 45615 members 
Mstep: Class 7 contains 42658 members 
Mstep: Class 8 contains 3947 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 42737 members 
Mstep: Class 11 contains 48206 members 
Mstep: Class 12 contains 43922 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 47156 members 
Mstep: Class 16 contains 42837 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 41984 members 
Mstep: Class 19 contains 28469 members 
Mstep: Class 20 contains 41809 members 
Mstep: Class 21 contains 44446 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37443 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 46689 members 
Mstep: Class 26 contains 498 members 
Mstep: Class 27 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934216.000000 Penalty: 90108.015625
Iteration 201Q: 28 clusters Score -1.269342e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 43264 members 
Mstep: Class 3 contains 46820 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 45656 members 
Mstep: Class 7 contains 42651 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 500 members 
Mstep: Class 10 contains 42723 members 
Mstep: Class 11 contains 48197 members 
Mstep: Class 12 contains 43970 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 47166 members 
Mstep: Class 16 contains 42818 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 41967 members 
Mstep: Class 19 contains 28416 members 
Mstep: Class 20 contains 41787 members 
Mstep: Class 21 contains 44472 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37486 members 
Mstep: Class 24 contains 1020 members 
Mstep: Class 25 contains 46642 members 
Mstep: Class 26 contains 494 members 
Mstep: Class 27 contains 327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934568.000000 Penalty: 90108.015625
Iteration 202Q: 28 clusters Score -1.269346e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 43249 members 
Mstep: Class 3 contains 46826 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2408 members 
Mstep: Class 6 contains 45697 members 
Mstep: Class 7 contains 42659 members 
Mstep: Class 8 contains 3958 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 42724 members 
Mstep: Class 11 contains 48213 members 
Mstep: Class 12 contains 44009 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 47176 members 
Mstep: Class 16 contains 42790 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 41968 members 
Mstep: Class 19 contains 28357 members 
Mstep: Class 20 contains 41758 members 
Mstep: Class 21 contains 44512 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37454 members 
Mstep: Class 24 contains 1017 members 
Mstep: Class 25 contains 46627 members 
Mstep: Class 26 contains 494 members 
Mstep: Class 27 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934672.000000 Penalty: 90108.015625
Iteration 203Q: 28 clusters Score -1.269347e+08 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 43256 members 
Mstep: Class 3 contains 46831 members 
Mstep: Class 4 contains 1154 members 
Mstep: Class 5 contains 2406 members 
Mstep: Class 6 contains 45711 members 
Mstep: Class 7 contains 42672 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 501 members 
Mstep: Class 10 contains 42736 members 
Mstep: Class 11 contains 48174 members 
Mstep: Class 12 contains 44075 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 47187 members 
Mstep: Class 16 contains 42813 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 41983 members 
Mstep: Class 19 contains 28303 members 
Mstep: Class 20 contains 41736 members 
Mstep: Class 21 contains 44536 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37425 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46607 members 
Mstep: Class 26 contains 494 members 
Mstep: Class 27 contains 330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934776.000000 Penalty: 90108.015625
Iteration 204Q: 28 clusters Score -1.269348e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 43273 members 
Mstep: Class 3 contains 46825 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 45717 members 
Mstep: Class 7 contains 42660 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 42757 members 
Mstep: Class 11 contains 48153 members 
Mstep: Class 12 contains 44086 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 47193 members 
Mstep: Class 16 contains 42856 members 
Mstep: Class 17 contains 511 members 
Mstep: Class 18 contains 41999 members 
Mstep: Class 19 contains 28261 members 
Mstep: Class 20 contains 41722 members 
Mstep: Class 21 contains 44551 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37390 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46599 members 
Mstep: Class 26 contains 495 members 
Mstep: Class 27 contains 331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934928.000000 Penalty: 90108.015625
Iteration 205Q: 28 clusters Score -1.269349e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 43289 members 
Mstep: Class 3 contains 46832 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 45712 members 
Mstep: Class 7 contains 42643 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 42769 members 
Mstep: Class 11 contains 48148 members 
Mstep: Class 12 contains 44068 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 47210 members 
Mstep: Class 16 contains 42868 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 42032 members 
Mstep: Class 19 contains 28213 members 
Mstep: Class 20 contains 41708 members 
Mstep: Class 21 contains 44571 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37396 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46601 members 
Mstep: Class 26 contains 495 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935448.000000 Penalty: 90108.015625
Iteration 206Q: 28 clusters Score -1.269354e+08 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 43301 members 
Mstep: Class 3 contains 46844 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 45734 members 
Mstep: Class 7 contains 42587 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 491 members 
Mstep: Class 10 contains 42778 members 
Mstep: Class 11 contains 48161 members 
Mstep: Class 12 contains 44078 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 812 members 
Mstep: Class 15 contains 47234 members 
Mstep: Class 16 contains 42843 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 42072 members 
Mstep: Class 19 contains 28181 members 
Mstep: Class 20 contains 41672 members 
Mstep: Class 21 contains 44594 members 
Mstep: Class 22 contains 311 members 
Mstep: Class 23 contains 37364 members 
Mstep: Class 24 contains 1017 members 
Mstep: Class 25 contains 46597 members 
Mstep: Class 26 contains 495 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935992.000000 Penalty: 90108.015625
Iteration 207Q: 28 clusters Score -1.26936e+08 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 43289 members 
Mstep: Class 3 contains 46859 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 45761 members 
Mstep: Class 7 contains 42534 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42792 members 
Mstep: Class 11 contains 48140 members 
Mstep: Class 12 contains 44100 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 813 members 
Mstep: Class 15 contains 47234 members 
Mstep: Class 16 contains 42848 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 42086 members 
Mstep: Class 19 contains 28154 members 
Mstep: Class 20 contains 41654 members 
Mstep: Class 21 contains 44622 members 
Mstep: Class 22 contains 310 members 
Mstep: Class 23 contains 37333 members 
Mstep: Class 24 contains 1017 members 
Mstep: Class 25 contains 46600 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936200.000000 Penalty: 90108.015625
Iteration 208Q: 28 clusters Score -1.269362e+08 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 43254 members 
Mstep: Class 3 contains 46860 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 45780 members 
Mstep: Class 7 contains 42496 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42789 members 
Mstep: Class 11 contains 48170 members 
Mstep: Class 12 contains 44135 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 814 members 
Mstep: Class 15 contains 47240 members 
Mstep: Class 16 contains 42834 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 42084 members 
Mstep: Class 19 contains 28120 members 
Mstep: Class 20 contains 41646 members 
Mstep: Class 21 contains 44624 members 
Mstep: Class 22 contains 308 members 
Mstep: Class 23 contains 37308 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 46591 members 
Mstep: Class 26 contains 498 members 
Mstep: Class 27 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936368.000000 Penalty: 90108.015625
Iteration 209Q: 28 clusters Score -1.269364e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 43233 members 
Mstep: Class 3 contains 46869 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 45839 members 
Mstep: Class 7 contains 42449 members 
Mstep: Class 8 contains 3981 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42775 members 
Mstep: Class 11 contains 48184 members 
Mstep: Class 12 contains 44170 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 815 members 
Mstep: Class 15 contains 47249 members 
Mstep: Class 16 contains 42831 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 42078 members 
Mstep: Class 19 contains 28078 members 
Mstep: Class 20 contains 41622 members 
Mstep: Class 21 contains 44627 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37276 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 46574 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936200.000000 Penalty: 90108.015625
Iteration 210Q: 28 clusters Score -1.269362e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 43233 members 
Mstep: Class 3 contains 46900 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 45870 members 
Mstep: Class 7 contains 42391 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42762 members 
Mstep: Class 11 contains 48195 members 
Mstep: Class 12 contains 44172 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 815 members 
Mstep: Class 15 contains 47266 members 
Mstep: Class 16 contains 42827 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 42075 members 
Mstep: Class 19 contains 28054 members 
Mstep: Class 20 contains 41605 members 
Mstep: Class 21 contains 44639 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37220 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 46585 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936120.000000 Penalty: 90108.015625
Iteration 211Q: 28 clusters Score -1.269361e+08 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 43232 members 
Mstep: Class 3 contains 46914 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 45895 members 
Mstep: Class 7 contains 42355 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42765 members 
Mstep: Class 11 contains 48219 members 
Mstep: Class 12 contains 44215 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 47240 members 
Mstep: Class 16 contains 42803 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 42056 members 
Mstep: Class 19 contains 28030 members 
Mstep: Class 20 contains 41586 members 
Mstep: Class 21 contains 44642 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37192 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 46612 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936256.000000 Penalty: 90108.015625
Iteration 212Q: 28 clusters Score -1.269363e+08 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 43262 members 
Mstep: Class 3 contains 46917 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 2389 members 
Mstep: Class 6 contains 45916 members 
Mstep: Class 7 contains 42337 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42792 members 
Mstep: Class 11 contains 48212 members 
Mstep: Class 12 contains 44229 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 47240 members 
Mstep: Class 16 contains 42760 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 42028 members 
Mstep: Class 19 contains 28016 members 
Mstep: Class 20 contains 41577 members 
Mstep: Class 21 contains 44660 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37192 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 46592 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936456.000000 Penalty: 90108.015625
Iteration 213Q: 28 clusters Score -1.269365e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 43323 members 
Mstep: Class 3 contains 46928 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2388 members 
Mstep: Class 6 contains 45933 members 
Mstep: Class 7 contains 42314 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42799 members 
Mstep: Class 11 contains 48186 members 
Mstep: Class 12 contains 44252 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 47230 members 
Mstep: Class 16 contains 42746 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 42001 members 
Mstep: Class 19 contains 28008 members 
Mstep: Class 20 contains 41548 members 
Mstep: Class 21 contains 44659 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37203 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 46550 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936776.000000 Penalty: 90108.015625
Iteration 214Q: 28 clusters Score -1.269368e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 43372 members 
Mstep: Class 3 contains 46921 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 45924 members 
Mstep: Class 7 contains 42286 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42795 members 
Mstep: Class 11 contains 48188 members 
Mstep: Class 12 contains 44240 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 47198 members 
Mstep: Class 16 contains 42748 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 42014 members 
Mstep: Class 19 contains 27997 members 
Mstep: Class 20 contains 41540 members 
Mstep: Class 21 contains 44681 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37197 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 46520 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937040.000000 Penalty: 90108.015625
Iteration 215Q: 28 clusters Score -1.26937e+08 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 43390 members 
Mstep: Class 3 contains 46936 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 45932 members 
Mstep: Class 7 contains 42260 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42786 members 
Mstep: Class 11 contains 48216 members 
Mstep: Class 12 contains 44228 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 47187 members 
Mstep: Class 16 contains 42735 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 41975 members 
Mstep: Class 19 contains 27983 members 
Mstep: Class 20 contains 41523 members 
Mstep: Class 21 contains 44695 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37187 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 46502 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937456.000000 Penalty: 90108.015625
Iteration 216Q: 28 clusters Score -1.269375e+08 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 43359 members 
Mstep: Class 3 contains 46962 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2386 members 
Mstep: Class 6 contains 45969 members 
Mstep: Class 7 contains 42250 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42770 members 
Mstep: Class 11 contains 48227 members 
Mstep: Class 12 contains 44230 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 47185 members 
Mstep: Class 16 contains 42755 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 41920 members 
Mstep: Class 19 contains 27968 members 
Mstep: Class 20 contains 41521 members 
Mstep: Class 21 contains 44720 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37148 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 46482 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937480.000000 Penalty: 90108.015625
Iteration 217Q: 28 clusters Score -1.269375e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 43342 members 
Mstep: Class 3 contains 46986 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2385 members 
Mstep: Class 6 contains 46024 members 
Mstep: Class 7 contains 42240 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42769 members 
Mstep: Class 11 contains 48242 members 
Mstep: Class 12 contains 44242 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 47163 members 
Mstep: Class 16 contains 42752 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 41868 members 
Mstep: Class 19 contains 27951 members 
Mstep: Class 20 contains 41536 members 
Mstep: Class 21 contains 44705 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37123 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 46467 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937568.000000 Penalty: 90108.015625
Iteration 218Q: 28 clusters Score -1.269376e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 43333 members 
Mstep: Class 3 contains 47025 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 2383 members 
Mstep: Class 6 contains 46057 members 
Mstep: Class 7 contains 42232 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42776 members 
Mstep: Class 11 contains 48267 members 
Mstep: Class 12 contains 44228 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 47159 members 
Mstep: Class 16 contains 42748 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 41835 members 
Mstep: Class 19 contains 27941 members 
Mstep: Class 20 contains 41537 members 
Mstep: Class 21 contains 44676 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37090 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 46474 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937624.000000 Penalty: 90108.015625
Iteration 219Q: 28 clusters Score -1.269376e+08 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 43316 members 
Mstep: Class 3 contains 47051 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46062 members 
Mstep: Class 7 contains 42248 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42788 members 
Mstep: Class 11 contains 48284 members 
Mstep: Class 12 contains 44247 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 47156 members 
Mstep: Class 16 contains 42754 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 41814 members 
Mstep: Class 19 contains 27913 members 
Mstep: Class 20 contains 41532 members 
Mstep: Class 21 contains 44686 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37054 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 46465 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937664.000000 Penalty: 90108.015625
Iteration 220F: 28 clusters Score -1.269377e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 43289 members 
Mstep: Class 3 contains 47074 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 46068 members 
Mstep: Class 7 contains 42255 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42781 members 
Mstep: Class 11 contains 48312 members 
Mstep: Class 12 contains 44265 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 47145 members 
Mstep: Class 16 contains 42727 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 18 contains 41823 members 
Mstep: Class 19 contains 27894 members 
Mstep: Class 20 contains 41528 members 
Mstep: Class 21 contains 44666 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37055 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 46484 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937816.000000 Penalty: 90108.015625
Iteration 221Q: 28 clusters Score -1.269378e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 43283 members 
Mstep: Class 3 contains 47076 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 46065 members 
Mstep: Class 7 contains 42244 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42802 members 
Mstep: Class 11 contains 48308 members 
Mstep: Class 12 contains 44304 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 47123 members 
Mstep: Class 16 contains 42715 members 
Mstep: Class 17 contains 513 members 
Mstep: Class 18 contains 41841 members 
Mstep: Class 19 contains 27879 members 
Mstep: Class 20 contains 41529 members 
Mstep: Class 21 contains 44665 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37059 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 46465 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937880.000000 Penalty: 90108.015625
Iteration 222Q: 28 clusters Score -1.269379e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 43262 members 
Mstep: Class 3 contains 47076 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 46069 members 
Mstep: Class 7 contains 42246 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42802 members 
Mstep: Class 11 contains 48332 members 
Mstep: Class 12 contains 44289 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 817 members 
Mstep: Class 15 contains 47115 members 
Mstep: Class 16 contains 42709 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 18 contains 41853 members 
Mstep: Class 19 contains 27860 members 
Mstep: Class 20 contains 41534 members 
Mstep: Class 21 contains 44653 members 
Mstep: Class 22 contains 307 members 
Mstep: Class 23 contains 37070 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 46475 members 
Mstep: Class 26 contains 495 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937952.000000 Penalty: 90108.015625
Iteration 223Q: 28 clusters Score -1.26938e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 43261 members 
Mstep: Class 3 contains 47092 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 46075 members 
Mstep: Class 7 contains 42224 members 
Mstep: Class 8 contains 3965 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42789 members 
Mstep: Class 11 contains 48316 members 
Mstep: Class 12 contains 44306 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 47130 members 
Mstep: Class 16 contains 42688 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 41849 members 
Mstep: Class 19 contains 27846 members 
Mstep: Class 20 contains 41523 members 
Mstep: Class 21 contains 44630 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37088 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 46520 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938192.000000 Penalty: 90108.015625
Iteration 224Q: 28 clusters Score -1.269382e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 43212 members 
Mstep: Class 3 contains 47093 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 46086 members 
Mstep: Class 7 contains 42205 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42790 members 
Mstep: Class 11 contains 48342 members 
Mstep: Class 12 contains 44319 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 47123 members 
Mstep: Class 16 contains 42680 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 41863 members 
Mstep: Class 19 contains 27829 members 
Mstep: Class 20 contains 41524 members 
Mstep: Class 21 contains 44627 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37088 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 46526 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938304.000000 Penalty: 90108.015625
Iteration 225Q: 28 clusters Score -1.269383e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 43187 members 
Mstep: Class 3 contains 47090 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2379 members 
Mstep: Class 6 contains 46067 members 
Mstep: Class 7 contains 42199 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42789 members 
Mstep: Class 11 contains 48360 members 
Mstep: Class 12 contains 44318 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 47112 members 
Mstep: Class 16 contains 42666 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 41897 members 
Mstep: Class 19 contains 27810 members 
Mstep: Class 20 contains 41521 members 
Mstep: Class 21 contains 44673 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37075 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 46546 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938424.000000 Penalty: 90108.015625
Iteration 226Q: 28 clusters Score -1.269384e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 43199 members 
Mstep: Class 3 contains 47087 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46064 members 
Mstep: Class 7 contains 42204 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42797 members 
Mstep: Class 11 contains 48371 members 
Mstep: Class 12 contains 44311 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 47098 members 
Mstep: Class 16 contains 42643 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 41921 members 
Mstep: Class 19 contains 27791 members 
Mstep: Class 20 contains 41502 members 
Mstep: Class 21 contains 44699 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37064 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46546 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938472.000000 Penalty: 90108.015625
Iteration 227Q: 28 clusters Score -1.269385e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 43225 members 
Mstep: Class 3 contains 47074 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46060 members 
Mstep: Class 7 contains 42213 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42819 members 
Mstep: Class 11 contains 48401 members 
Mstep: Class 12 contains 44316 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 47076 members 
Mstep: Class 16 contains 42628 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 41954 members 
Mstep: Class 19 contains 27774 members 
Mstep: Class 20 contains 41472 members 
Mstep: Class 21 contains 44703 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37051 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46540 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938704.000000 Penalty: 90108.015625
Iteration 228Q: 28 clusters Score -1.269387e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 43253 members 
Mstep: Class 3 contains 47047 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46038 members 
Mstep: Class 7 contains 42237 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42835 members 
Mstep: Class 11 contains 48432 members 
Mstep: Class 12 contains 44302 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 47061 members 
Mstep: Class 16 contains 42622 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 41992 members 
Mstep: Class 19 contains 27766 members 
Mstep: Class 20 contains 41448 members 
Mstep: Class 21 contains 44705 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37044 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46527 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938216.000000 Penalty: 90108.015625
Iteration 229Q: 28 clusters Score -1.269382e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 43252 members 
Mstep: Class 3 contains 47039 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46030 members 
Mstep: Class 7 contains 42264 members 
Mstep: Class 8 contains 3968 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42841 members 
Mstep: Class 11 contains 48455 members 
Mstep: Class 12 contains 44299 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 47020 members 
Mstep: Class 16 contains 42607 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42026 members 
Mstep: Class 19 contains 27759 members 
Mstep: Class 20 contains 41444 members 
Mstep: Class 21 contains 44700 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37032 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46507 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938392.000000 Penalty: 90108.015625
Iteration 230Q: 28 clusters Score -1.269384e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 43281 members 
Mstep: Class 3 contains 47039 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46043 members 
Mstep: Class 7 contains 42270 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42856 members 
Mstep: Class 11 contains 48470 members 
Mstep: Class 12 contains 44310 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46980 members 
Mstep: Class 16 contains 42604 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42040 members 
Mstep: Class 19 contains 27748 members 
Mstep: Class 20 contains 41428 members 
Mstep: Class 21 contains 44683 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37031 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46476 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938568.000000 Penalty: 90108.015625
Iteration 231Q: 28 clusters Score -1.269386e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 43307 members 
Mstep: Class 3 contains 47045 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46051 members 
Mstep: Class 7 contains 42287 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42873 members 
Mstep: Class 11 contains 48447 members 
Mstep: Class 12 contains 44302 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46933 members 
Mstep: Class 16 contains 42620 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42058 members 
Mstep: Class 19 contains 27738 members 
Mstep: Class 20 contains 41430 members 
Mstep: Class 21 contains 44668 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37023 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46462 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938568.000000 Penalty: 90108.015625
Iteration 232Q: 28 clusters Score -1.269386e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 43326 members 
Mstep: Class 3 contains 47053 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46059 members 
Mstep: Class 7 contains 42297 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42876 members 
Mstep: Class 11 contains 48450 members 
Mstep: Class 12 contains 44301 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46914 members 
Mstep: Class 16 contains 42635 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42075 members 
Mstep: Class 19 contains 27733 members 
Mstep: Class 20 contains 41416 members 
Mstep: Class 21 contains 44669 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36989 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46415 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938640.000000 Penalty: 90108.015625
Iteration 233Q: 28 clusters Score -1.269386e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 43314 members 
Mstep: Class 3 contains 47054 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46077 members 
Mstep: Class 7 contains 42317 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42873 members 
Mstep: Class 11 contains 48447 members 
Mstep: Class 12 contains 44309 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46909 members 
Mstep: Class 16 contains 42617 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42107 members 
Mstep: Class 19 contains 27723 members 
Mstep: Class 20 contains 41409 members 
Mstep: Class 21 contains 44659 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36957 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46402 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939008.000000 Penalty: 90108.015625
Iteration 234Q: 28 clusters Score -1.26939e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 43313 members 
Mstep: Class 3 contains 47047 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46102 members 
Mstep: Class 7 contains 42339 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42870 members 
Mstep: Class 11 contains 48446 members 
Mstep: Class 12 contains 44278 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46899 members 
Mstep: Class 16 contains 42605 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42143 members 
Mstep: Class 19 contains 27702 members 
Mstep: Class 20 contains 41384 members 
Mstep: Class 21 contains 44666 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36929 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46434 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939128.000000 Penalty: 90108.015625
Iteration 235Q: 28 clusters Score -1.269391e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 43311 members 
Mstep: Class 3 contains 47051 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46103 members 
Mstep: Class 7 contains 42330 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42867 members 
Mstep: Class 11 contains 48458 members 
Mstep: Class 12 contains 44273 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46890 members 
Mstep: Class 16 contains 42622 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42176 members 
Mstep: Class 19 contains 27686 members 
Mstep: Class 20 contains 41347 members 
Mstep: Class 21 contains 44653 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36920 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46455 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939128.000000 Penalty: 90108.015625
Iteration 236Q: 28 clusters Score -1.269391e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 43308 members 
Mstep: Class 3 contains 47067 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46103 members 
Mstep: Class 7 contains 42344 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42863 members 
Mstep: Class 11 contains 48531 members 
Mstep: Class 12 contains 44276 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46904 members 
Mstep: Class 16 contains 42621 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42166 members 
Mstep: Class 19 contains 27671 members 
Mstep: Class 20 contains 41309 members 
Mstep: Class 21 contains 44625 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36910 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46452 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938992.000000 Penalty: 90108.015625
Iteration 237Q: 28 clusters Score -1.26939e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 43294 members 
Mstep: Class 3 contains 47068 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46097 members 
Mstep: Class 7 contains 42362 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42847 members 
Mstep: Class 11 contains 48559 members 
Mstep: Class 12 contains 44285 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46921 members 
Mstep: Class 16 contains 42622 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42165 members 
Mstep: Class 19 contains 27656 members 
Mstep: Class 20 contains 41301 members 
Mstep: Class 21 contains 44616 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36894 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46449 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939192.000000 Penalty: 90108.015625
Iteration 238Q: 28 clusters Score -1.269392e+08 nChanged 1243
Entering ConstructFrom: 
Score: -126939192.000000 Penalty: 90108.015625
Entering ConstructFrom: 
Trying to split cluster 1 (43694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Entering Unmasked Estep 
Score: -8117807.500000 Penalty: 2649.871582
	Iteration 0F: 2 clusters Score -8117808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -8089165.000000 Penalty: 5299.743164
	Iteration 0F: 3 clusters Score -8089165 nChanged 19982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -8099970.000000 Penalty: 5299.743164
	Iteration 1F: 3 clusters Score -8099970 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -8100602.000000 Penalty: 5299.743164
	Iteration 2Q: 3 clusters Score -8100602 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -8101364.500000 Penalty: 5299.743164
	Iteration 3Q: 3 clusters Score -8101364 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -8102458.000000 Penalty: 5299.743164
	Iteration 4Q: 3 clusters Score -8102458 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -8104119.000000 Penalty: 5299.743164
	Iteration 5F: 3 clusters Score -8104119 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -8106683.500000 Penalty: 5299.743164
	Iteration 6F: 3 clusters Score -8106684 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -8109937.500000 Penalty: 5299.743164
	Iteration 7F: 3 clusters Score -8109938 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -8112912.500000 Penalty: 5299.743164
	Iteration 8F: 3 clusters Score -8112912 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8114536.000000 Penalty: 5299.743164
	Iteration 9Q: 3 clusters Score -8114536 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8115087.000000 Penalty: 5299.743164
	Iteration 10Q: 3 clusters Score -8115087 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8115281.000000 Penalty: 5299.743164
	Iteration 11Q: 3 clusters Score -8115281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8115347.500000 Penalty: 5299.743164
	Iteration 12Q: 3 clusters Score -8115348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8115410.000000 Penalty: 5299.743164
	Iteration 13Q: 3 clusters Score -8115410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8115432.000000 Penalty: 5299.743164
	Iteration 14Q: 3 clusters Score -8115432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8115453.500000 Penalty: 5299.743164
	Iteration 15Q: 3 clusters Score -8115454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8115469.000000 Penalty: 5299.743164
	Iteration 16Q: 3 clusters Score -8115469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8115500.500000 Penalty: 5299.743164
	Iteration 17Q: 3 clusters Score -8115500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8115506.000000 Penalty: 5299.743164
	Iteration 18Q: 3 clusters Score -8115506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8115504.500000 Penalty: 5299.743164
	Iteration 19Q: 3 clusters Score -8115504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8115510.000000 Penalty: 5299.743164
	Iteration 20F: 3 clusters Score -8115510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8115519.500000 Penalty: 5299.743164
	Iteration 21Q: 3 clusters Score -8115520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8115519.500000 Penalty: 5299.743164
	Iteration 22F: 3 clusters Score -8115520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Entering Unmasked Estep 
Score: -7999253.000000 Penalty: 2647.476318
	Iteration 0F: 2 clusters Score -7999253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -7970536.000000 Penalty: 5294.952637
	Iteration 0F: 3 clusters Score -7970536 nChanged 19826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -7981506.000000 Penalty: 5294.952637
	Iteration 1F: 3 clusters Score -7981506 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -7982162.000000 Penalty: 5294.952637
	Iteration 2Q: 3 clusters Score -7982162 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -7983009.000000 Penalty: 5294.952637
	Iteration 3Q: 3 clusters Score -7983009 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -7984201.000000 Penalty: 5294.952637
	Iteration 4F: 3 clusters Score -7984201 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -7985809.000000 Penalty: 5294.952637
	Iteration 5F: 3 clusters Score -7985809 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -7987934.500000 Penalty: 5294.952637
	Iteration 6F: 3 clusters Score -7987934 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -7990425.000000 Penalty: 5294.952637
	Iteration 7F: 3 clusters Score -7990425 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -7993288.500000 Penalty: 5294.952637
	Iteration 8F: 3 clusters Score -7993288 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -7995592.000000 Penalty: 5294.952637
	Iteration 9F: 3 clusters Score -7995592 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -7996502.500000 Penalty: 5294.952637
	Iteration 10Q: 3 clusters Score -7996502 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -7996860.000000 Penalty: 5294.952637
	Iteration 11Q: 3 clusters Score -7996860 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -7997053.500000 Penalty: 5294.952637
	Iteration 12Q: 3 clusters Score -7997054 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -7997202.500000 Penalty: 5294.952637
	Iteration 13Q: 3 clusters Score -7997202 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -7997328.500000 Penalty: 5294.952637
	Iteration 14Q: 3 clusters Score -7997328 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -7997391.500000 Penalty: 5294.952637
	Iteration 15Q: 3 clusters Score -7997392 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -7997453.000000 Penalty: 5294.952637
	Iteration 16Q: 3 clusters Score -7997453 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -7997501.500000 Penalty: 5294.952637
	Iteration 17Q: 3 clusters Score -7997502 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -7997527.500000 Penalty: 5294.952637
	Iteration 18Q: 3 clusters Score -7997528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -7997571.000000 Penalty: 5294.952637
	Iteration 19Q: 3 clusters Score -7997571 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -7997578.500000 Penalty: 5294.952637
	Iteration 20F: 3 clusters Score -7997578 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -7997596.500000 Penalty: 5294.952637
	Iteration 21Q: 3 clusters Score -7997596 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -7997601.500000 Penalty: 5294.952637
	Iteration 22Q: 3 clusters Score -7997602 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -7997632.000000 Penalty: 5294.952637
	Iteration 23Q: 3 clusters Score -7997632 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -7997655.500000 Penalty: 5294.952637
	Iteration 24Q: 3 clusters Score -7997656 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -7997688.500000 Penalty: 5294.952637
	Iteration 25Q: 3 clusters Score -7997688 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -7997707.500000 Penalty: 5294.952637
	Iteration 26Q: 3 clusters Score -7997708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -7997707.000000 Penalty: 5294.952637
	Iteration 27Q: 3 clusters Score -7997707 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -7997711.000000 Penalty: 5294.952637
	Iteration 28Q: 3 clusters Score -7997711 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -7997719.500000 Penalty: 5294.952637
	Iteration 29Q: 3 clusters Score -7997720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -7997725.000000 Penalty: 5294.952637
	Iteration 30Q: 3 clusters Score -7997725 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -7997712.000000 Penalty: 5294.952637
	Iteration 31Q: 3 clusters Score -7997712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -7997716.000000 Penalty: 5294.952637
	Iteration 32Q: 3 clusters Score -7997716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -7997713.500000 Penalty: 5294.952637
	Iteration 33Q: 3 clusters Score -7997714 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -7997711.000000 Penalty: 5294.952637
	Iteration 34Q: 3 clusters Score -7997711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -7997720.000000 Penalty: 5294.952637
	Iteration 35Q: 3 clusters Score -7997720 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -7997739.000000 Penalty: 5294.952637
	Iteration 36Q: 3 clusters Score -7997739 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -7997746.500000 Penalty: 5294.952637
	Iteration 37Q: 3 clusters Score -7997746 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -7997771.500000 Penalty: 5294.952637
	Iteration 38Q: 3 clusters Score -7997772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -7997778.500000 Penalty: 5294.952637
	Iteration 39Q: 3 clusters Score -7997778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -7997800.000000 Penalty: 5294.952637
	Iteration 40F: 3 clusters Score -7997800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -7997803.000000 Penalty: 5294.952637
	Iteration 41Q: 3 clusters Score -7997803 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -7997793.000000 Penalty: 5294.952637
	Iteration 42Q: 3 clusters Score -7997793 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -7997801.000000 Penalty: 5294.952637
	Iteration 43Q: 3 clusters Score -7997801 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -7997847.500000 Penalty: 5294.952637
	Iteration 44Q: 3 clusters Score -7997848 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -7997858.500000 Penalty: 5294.952637
	Iteration 45Q: 3 clusters Score -7997858 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -7997876.000000 Penalty: 5294.952637
	Iteration 46Q: 3 clusters Score -7997876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -7997879.000000 Penalty: 5294.952637
	Iteration 47Q: 3 clusters Score -7997879 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -7997913.500000 Penalty: 5294.952637
	Iteration 48Q: 3 clusters Score -7997914 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -7997924.500000 Penalty: 5294.952637
	Iteration 49Q: 3 clusters Score -7997924 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -7997946.000000 Penalty: 5294.952637
	Iteration 50Q: 3 clusters Score -7997946 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -7997947.500000 Penalty: 5294.952637
	Iteration 51Q: 3 clusters Score -7997948 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -7997972.500000 Penalty: 5294.952637
	Iteration 52Q: 3 clusters Score -7997972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -7997976.500000 Penalty: 5294.952637
	Iteration 53Q: 3 clusters Score -7997976 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -7997981.500000 Penalty: 5294.952637
	Iteration 54Q: 3 clusters Score -7997982 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -7997983.500000 Penalty: 5294.952637
	Iteration 55Q: 3 clusters Score -7997984 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -7998015.500000 Penalty: 5294.952637
	Iteration 56Q: 3 clusters Score -7998016 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -7998026.000000 Penalty: 5294.952637
	Iteration 57Q: 3 clusters Score -7998026 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -7998047.000000 Penalty: 5294.952637
	Iteration 58Q: 3 clusters Score -7998047 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -7998066.000000 Penalty: 5294.952637
	Iteration 59Q: 3 clusters Score -7998066 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -7998072.000000 Penalty: 5294.952637
	Iteration 60F: 3 clusters Score -7998072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -7998069.000000 Penalty: 5294.952637
	Iteration 61Q: 3 clusters Score -7998069 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -7998081.000000 Penalty: 5294.952637
	Iteration 62Q: 3 clusters Score -7998081 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -7998072.000000 Penalty: 5294.952637
	Iteration 63Q: 3 clusters Score -7998072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -7998088.000000 Penalty: 5294.952637
	Iteration 64Q: 3 clusters Score -7998088 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -7998098.000000 Penalty: 5294.952637
	Iteration 65Q: 3 clusters Score -7998098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -7998128.000000 Penalty: 5294.952637
	Iteration 66Q: 3 clusters Score -7998128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -7998141.500000 Penalty: 5294.952637
	Iteration 67Q: 3 clusters Score -7998142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -7998142.000000 Penalty: 5294.952637
	Iteration 68Q: 3 clusters Score -7998142 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -7998148.500000 Penalty: 5294.952637
	Iteration 69Q: 3 clusters Score -7998148 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -7998159.500000 Penalty: 5294.952637
	Iteration 70Q: 3 clusters Score -7998160 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -7998179.500000 Penalty: 5294.952637
	Iteration 71Q: 3 clusters Score -7998180 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -7998188.500000 Penalty: 5294.952637
	Iteration 72Q: 3 clusters Score -7998188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -7998193.500000 Penalty: 5294.952637
	Iteration 73Q: 3 clusters Score -7998194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -7998191.500000 Penalty: 5294.952637
	Iteration 74Q: 3 clusters Score -7998192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -7998195.500000 Penalty: 5294.952637
	Iteration 75Q: 3 clusters Score -7998196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 39638 members 
Entering Unmasked Estep 
Score: -7998188.000000 Penalty: 5294.952637
	Iteration 76Q: 3 clusters Score -7998188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -7998194.500000 Penalty: 5294.952637
	Iteration 77Q: 3 clusters Score -7998194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -7998180.000000 Penalty: 5294.952637
	Iteration 78Q: 3 clusters Score -7998180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -7998197.500000 Penalty: 5294.952637
	Iteration 79Q: 3 clusters Score -7998198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7998205.000000 Penalty: 5294.952637
	Iteration 80F: 3 clusters Score -7998205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -7998194.500000 Penalty: 5294.952637
	Iteration 81Q: 3 clusters Score -7998194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -7998193.500000 Penalty: 5294.952637
	Iteration 82Q: 3 clusters Score -7998194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -7998180.500000 Penalty: 5294.952637
	Iteration 83Q: 3 clusters Score -7998180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -7998196.000000 Penalty: 5294.952637
	Iteration 84Q: 3 clusters Score -7998196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -7998190.000000 Penalty: 5294.952637
	Iteration 85Q: 3 clusters Score -7998190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -7998189.500000 Penalty: 5294.952637
	Iteration 86Q: 3 clusters Score -7998190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -7998196.500000 Penalty: 5294.952637
	Iteration 87Q: 3 clusters Score -7998196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -7998196.000000 Penalty: 5294.952637
	Iteration 88Q: 3 clusters Score -7998196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -7998204.000000 Penalty: 5294.952637
	Iteration 89Q: 3 clusters Score -7998204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -7998210.500000 Penalty: 5294.952637
	Iteration 90Q: 3 clusters Score -7998210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -7998214.500000 Penalty: 5294.952637
	Iteration 91Q: 3 clusters Score -7998214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -7998197.000000 Penalty: 5294.952637
	Iteration 92Q: 3 clusters Score -7998197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -7998205.500000 Penalty: 5294.952637
	Iteration 93Q: 3 clusters Score -7998206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -7998216.500000 Penalty: 5294.952637
	Iteration 94Q: 3 clusters Score -7998216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -7998210.000000 Penalty: 5294.952637
	Iteration 95Q: 3 clusters Score -7998210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -7998211.500000 Penalty: 5294.952637
	Iteration 96Q: 3 clusters Score -7998212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -7998216.500000 Penalty: 5294.952637
	Iteration 97Q: 3 clusters Score -7998216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -7998235.000000 Penalty: 5294.952637
	Iteration 98Q: 3 clusters Score -7998235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -7998230.000000 Penalty: 5294.952637
	Iteration 99Q: 3 clusters Score -7998230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -7998233.500000 Penalty: 5294.952637
	Iteration 100F: 3 clusters Score -7998234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -7998238.000000 Penalty: 5294.952637
	Iteration 101Q: 3 clusters Score -7998238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -7998243.500000 Penalty: 5294.952637
	Iteration 102Q: 3 clusters Score -7998244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -7998241.000000 Penalty: 5294.952637
	Iteration 103Q: 3 clusters Score -7998241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -7998235.500000 Penalty: 5294.952637
	Iteration 104Q: 3 clusters Score -7998236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -7998230.500000 Penalty: 5294.952637
	Iteration 105Q: 3 clusters Score -7998230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7998233.500000 Penalty: 5294.952637
	Iteration 106Q: 3 clusters Score -7998234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -7998241.500000 Penalty: 5294.952637
	Iteration 107Q: 3 clusters Score -7998242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -7998235.000000 Penalty: 5294.952637
	Iteration 108Q: 3 clusters Score -7998235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -7998241.000000 Penalty: 5294.952637
	Iteration 109Q: 3 clusters Score -7998241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -7998231.500000 Penalty: 5294.952637
	Iteration 110Q: 3 clusters Score -7998232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -7998235.000000 Penalty: 5294.952637
	Iteration 111Q: 3 clusters Score -7998235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -7998239.500000 Penalty: 5294.952637
	Iteration 112Q: 3 clusters Score -7998240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -7998240.500000 Penalty: 5294.952637
	Iteration 113Q: 3 clusters Score -7998240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -7998243.000000 Penalty: 5294.952637
	Iteration 114Q: 3 clusters Score -7998243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7998242.500000 Penalty: 5294.952637
	Iteration 115Q: 3 clusters Score -7998242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -7998241.500000 Penalty: 5294.952637
	Iteration 116Q: 3 clusters Score -7998242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -7998243.500000 Penalty: 5294.952637
	Iteration 117Q: 3 clusters Score -7998244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -7998241.500000 Penalty: 5294.952637
	Iteration 118Q: 3 clusters Score -7998242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -7998238.500000 Penalty: 5294.952637
	Iteration 119Q: 3 clusters Score -7998238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -7998243.500000 Penalty: 5294.952637
	Iteration 120F: 3 clusters Score -7998244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -7998253.000000 Penalty: 5294.952637
	Iteration 121Q: 3 clusters Score -7998253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -7998260.000000 Penalty: 5294.952637
	Iteration 122Q: 3 clusters Score -7998260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -7998255.000000 Penalty: 5294.952637
	Iteration 123Q: 3 clusters Score -7998255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -7998252.000000 Penalty: 5294.952637
	Iteration 124Q: 3 clusters Score -7998252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -7998255.500000 Penalty: 5294.952637
	Iteration 125Q: 3 clusters Score -7998256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -7998248.000000 Penalty: 5294.952637
	Iteration 126Q: 3 clusters Score -7998248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -7998254.000000 Penalty: 5294.952637
	Iteration 127Q: 3 clusters Score -7998254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -7998255.500000 Penalty: 5294.952637
	Iteration 128Q: 3 clusters Score -7998256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -7998260.500000 Penalty: 5294.952637
	Iteration 129Q: 3 clusters Score -7998260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -7998268.000000 Penalty: 5294.952637
	Iteration 130Q: 3 clusters Score -7998268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -7998267.500000 Penalty: 5294.952637
	Iteration 131Q: 3 clusters Score -7998268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -7998276.500000 Penalty: 5294.952637
	Iteration 132Q: 3 clusters Score -7998276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -7998272.000000 Penalty: 5294.952637
	Iteration 133Q: 3 clusters Score -7998272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -7998269.000000 Penalty: 5294.952637
	Iteration 134Q: 3 clusters Score -7998269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -7998267.500000 Penalty: 5294.952637
	Iteration 135Q: 3 clusters Score -7998268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -7998266.000000 Penalty: 5294.952637
	Iteration 136Q: 3 clusters Score -7998266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -7998274.000000 Penalty: 5294.952637
	Iteration 137Q: 3 clusters Score -7998274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -7998275.000000 Penalty: 5294.952637
	Iteration 138Q: 3 clusters Score -7998275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -7998283.000000 Penalty: 5294.952637
	Iteration 139Q: 3 clusters Score -7998283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -7998285.500000 Penalty: 5294.952637
	Iteration 140F: 3 clusters Score -7998286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -7998282.000000 Penalty: 5294.952637
	Iteration 141Q: 3 clusters Score -7998282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -7998278.500000 Penalty: 5294.952637
	Iteration 142Q: 3 clusters Score -7998278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -7998280.500000 Penalty: 5294.952637
	Iteration 143Q: 3 clusters Score -7998280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -7998288.500000 Penalty: 5294.952637
	Iteration 144Q: 3 clusters Score -7998288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -7998296.500000 Penalty: 5294.952637
	Iteration 145Q: 3 clusters Score -7998296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -7998289.000000 Penalty: 5294.952637
	Iteration 146Q: 3 clusters Score -7998289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -7998289.000000 Penalty: 5294.952637
	Iteration 147F: 3 clusters Score -7998289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Entering Unmasked Estep 
Score: -8610026.000000 Penalty: 2668.323730
	Iteration 0F: 2 clusters Score -8610026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -8579559.000000 Penalty: 5336.647461
	Iteration 0F: 3 clusters Score -8579559 nChanged 21596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -8591567.000000 Penalty: 5336.647461
	Iteration 1F: 3 clusters Score -8591567 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -8592037.000000 Penalty: 5336.647461
	Iteration 2Q: 3 clusters Score -8592037 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -8592407.000000 Penalty: 5336.647461
	Iteration 3Q: 3 clusters Score -8592407 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -8592777.000000 Penalty: 5336.647461
	Iteration 4Q: 3 clusters Score -8592777 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -8593085.000000 Penalty: 5336.647461
	Iteration 5Q: 3 clusters Score -8593085 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -8593415.000000 Penalty: 5336.647461
	Iteration 6Q: 3 clusters Score -8593415 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -8593853.000000 Penalty: 5336.647461
	Iteration 7Q: 3 clusters Score -8593853 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -8594419.000000 Penalty: 5336.647461
	Iteration 8Q: 3 clusters Score -8594419 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -8595089.000000 Penalty: 5336.647461
	Iteration 9Q: 3 clusters Score -8595089 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -8596203.000000 Penalty: 5336.647461
	Iteration 10Q: 3 clusters Score -8596203 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -8597751.000000 Penalty: 5336.647461
	Iteration 11F: 3 clusters Score -8597751 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -8599997.000000 Penalty: 5336.647461
	Iteration 12F: 3 clusters Score -8599997 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -8602526.000000 Penalty: 5336.647461
	Iteration 13F: 3 clusters Score -8602526 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -8604651.000000 Penalty: 5336.647461
	Iteration 14F: 3 clusters Score -8604651 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -8605975.000000 Penalty: 5336.647461
	Iteration 15Q: 3 clusters Score -8605975 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -8606678.000000 Penalty: 5336.647461
	Iteration 16Q: 3 clusters Score -8606678 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -8607190.000000 Penalty: 5336.647461
	Iteration 17Q: 3 clusters Score -8607190 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -8607521.000000 Penalty: 5336.647461
	Iteration 18Q: 3 clusters Score -8607521 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -8607736.000000 Penalty: 5336.647461
	Iteration 19Q: 3 clusters Score -8607736 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -8607901.000000 Penalty: 5336.647461
	Iteration 20F: 3 clusters Score -8607901 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -8608042.000000 Penalty: 5336.647461
	Iteration 21Q: 3 clusters Score -8608042 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -8608155.000000 Penalty: 5336.647461
	Iteration 22Q: 3 clusters Score -8608155 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -8608216.000000 Penalty: 5336.647461
	Iteration 23Q: 3 clusters Score -8608216 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -8608310.000000 Penalty: 5336.647461
	Iteration 24Q: 3 clusters Score -8608310 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -8608349.000000 Penalty: 5336.647461
	Iteration 25Q: 3 clusters Score -8608349 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -8608412.000000 Penalty: 5336.647461
	Iteration 26Q: 3 clusters Score -8608412 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -8608469.000000 Penalty: 5336.647461
	Iteration 27Q: 3 clusters Score -8608469 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -8608498.000000 Penalty: 5336.647461
	Iteration 28Q: 3 clusters Score -8608498 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -8608560.000000 Penalty: 5336.647461
	Iteration 29Q: 3 clusters Score -8608560 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -8608607.000000 Penalty: 5336.647461
	Iteration 30Q: 3 clusters Score -8608607 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -8608624.000000 Penalty: 5336.647461
	Iteration 31Q: 3 clusters Score -8608624 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -8608641.000000 Penalty: 5336.647461
	Iteration 32Q: 3 clusters Score -8608641 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -8608660.000000 Penalty: 5336.647461
	Iteration 33Q: 3 clusters Score -8608660 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -8608707.000000 Penalty: 5336.647461
	Iteration 34Q: 3 clusters Score -8608707 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -8608717.000000 Penalty: 5336.647461
	Iteration 35Q: 3 clusters Score -8608717 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -8608686.000000 Penalty: 5336.647461
	Iteration 36Q: 3 clusters Score -8608686 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -8608717.000000 Penalty: 5336.647461
	Iteration 37Q: 3 clusters Score -8608717 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -8608736.000000 Penalty: 5336.647461
	Iteration 38Q: 3 clusters Score -8608736 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -8608737.000000 Penalty: 5336.647461
	Iteration 39Q: 3 clusters Score -8608737 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -8608766.000000 Penalty: 5336.647461
	Iteration 40F: 3 clusters Score -8608766 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -8608767.000000 Penalty: 5336.647461
	Iteration 41Q: 3 clusters Score -8608767 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -8608802.000000 Penalty: 5336.647461
	Iteration 42Q: 3 clusters Score -8608802 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -8608829.000000 Penalty: 5336.647461
	Iteration 43Q: 3 clusters Score -8608829 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -8608840.000000 Penalty: 5336.647461
	Iteration 44Q: 3 clusters Score -8608840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -8608826.000000 Penalty: 5336.647461
	Iteration 45Q: 3 clusters Score -8608826 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -8608851.000000 Penalty: 5336.647461
	Iteration 46Q: 3 clusters Score -8608851 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -8608857.000000 Penalty: 5336.647461
	Iteration 47Q: 3 clusters Score -8608857 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -8608859.000000 Penalty: 5336.647461
	Iteration 48Q: 3 clusters Score -8608859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -8608856.000000 Penalty: 5336.647461
	Iteration 49Q: 3 clusters Score -8608856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -8608849.000000 Penalty: 5336.647461
	Iteration 50Q: 3 clusters Score -8608849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -8608854.000000 Penalty: 5336.647461
	Iteration 51Q: 3 clusters Score -8608854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -8608848.000000 Penalty: 5336.647461
	Iteration 52Q: 3 clusters Score -8608848 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -8608848.000000 Penalty: 5336.647461
	Iteration 53Q: 3 clusters Score -8608848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -8608860.000000 Penalty: 5336.647461
	Iteration 54Q: 3 clusters Score -8608860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -8608878.000000 Penalty: 5336.647461
	Iteration 55Q: 3 clusters Score -8608878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -8608867.000000 Penalty: 5336.647461
	Iteration 56Q: 3 clusters Score -8608867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -8608871.000000 Penalty: 5336.647461
	Iteration 57Q: 3 clusters Score -8608871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -8608872.000000 Penalty: 5336.647461
	Iteration 58Q: 3 clusters Score -8608872 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -8608867.000000 Penalty: 5336.647461
	Iteration 59Q: 3 clusters Score -8608867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -8608868.000000 Penalty: 5336.647461
	Iteration 60F: 3 clusters Score -8608868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -8608888.000000 Penalty: 5336.647461
	Iteration 61Q: 3 clusters Score -8608888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -8608893.000000 Penalty: 5336.647461
	Iteration 62Q: 3 clusters Score -8608893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -8608907.000000 Penalty: 5336.647461
	Iteration 63Q: 3 clusters Score -8608907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -8608914.000000 Penalty: 5336.647461
	Iteration 64Q: 3 clusters Score -8608914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -8608914.000000 Penalty: 5336.647461
	Iteration 65Q: 3 clusters Score -8608914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -8608917.000000 Penalty: 5336.647461
	Iteration 66Q: 3 clusters Score -8608917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -8608921.000000 Penalty: 5336.647461
	Iteration 67Q: 3 clusters Score -8608921 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41083 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -8608931.000000 Penalty: 5336.647461
	Iteration 68Q: 3 clusters Score -8608931 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -8608927.000000 Penalty: 5336.647461
	Iteration 69Q: 3 clusters Score -8608927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -8608935.000000 Penalty: 5336.647461
	Iteration 70Q: 3 clusters Score -8608935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -8608936.000000 Penalty: 5336.647461
	Iteration 71Q: 3 clusters Score -8608936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -8608931.000000 Penalty: 5336.647461
	Iteration 72Q: 3 clusters Score -8608931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -8608920.000000 Penalty: 5336.647461
	Iteration 73Q: 3 clusters Score -8608920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -8608926.000000 Penalty: 5336.647461
	Iteration 74Q: 3 clusters Score -8608926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -8608918.000000 Penalty: 5336.647461
	Iteration 75Q: 3 clusters Score -8608918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -8608916.000000 Penalty: 5336.647461
	Iteration 76Q: 3 clusters Score -8608916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -8608924.000000 Penalty: 5336.647461
	Iteration 77Q: 3 clusters Score -8608924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -8608929.000000 Penalty: 5336.647461
	Iteration 78Q: 3 clusters Score -8608929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -8608922.000000 Penalty: 5336.647461
	Iteration 79Q: 3 clusters Score -8608922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -8608911.000000 Penalty: 5336.647461
	Iteration 80F: 3 clusters Score -8608911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -8608902.000000 Penalty: 5336.647461
	Iteration 81Q: 3 clusters Score -8608902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -8608906.000000 Penalty: 5336.647461
	Iteration 82Q: 3 clusters Score -8608906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -8608904.000000 Penalty: 5336.647461
	Iteration 83Q: 3 clusters Score -8608904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -8608902.000000 Penalty: 5336.647461
	Iteration 84Q: 3 clusters Score -8608902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -8608916.000000 Penalty: 5336.647461
	Iteration 85Q: 3 clusters Score -8608916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -8608918.000000 Penalty: 5336.647461
	Iteration 86Q: 3 clusters Score -8608918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -8608895.000000 Penalty: 5336.647461
	Iteration 87Q: 3 clusters Score -8608895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -8608883.000000 Penalty: 5336.647461
	Iteration 88Q: 3 clusters Score -8608883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -8608896.000000 Penalty: 5336.647461
	Iteration 89Q: 3 clusters Score -8608896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -8608897.000000 Penalty: 5336.647461
	Iteration 90Q: 3 clusters Score -8608897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -8608899.000000 Penalty: 5336.647461
	Iteration 91Q: 3 clusters Score -8608899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -8608892.000000 Penalty: 5336.647461
	Iteration 92Q: 3 clusters Score -8608892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -8608894.000000 Penalty: 5336.647461
	Iteration 93Q: 3 clusters Score -8608894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -8608902.000000 Penalty: 5336.647461
	Iteration 94Q: 3 clusters Score -8608902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -8608905.000000 Penalty: 5336.647461
	Iteration 95Q: 3 clusters Score -8608905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -8608909.000000 Penalty: 5336.647461
	Iteration 96Q: 3 clusters Score -8608909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -8608910.000000 Penalty: 5336.647461
	Iteration 97Q: 3 clusters Score -8608910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -8608909.000000 Penalty: 5336.647461
	Iteration 98Q: 3 clusters Score -8608909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -8608905.000000 Penalty: 5336.647461
	Iteration 99Q: 3 clusters Score -8608905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -8608901.000000 Penalty: 5336.647461
	Iteration 100F: 3 clusters Score -8608901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -8608889.000000 Penalty: 5336.647461
	Iteration 101Q: 3 clusters Score -8608889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -8608886.000000 Penalty: 5336.647461
	Iteration 102Q: 3 clusters Score -8608886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -8608882.000000 Penalty: 5336.647461
	Iteration 103Q: 3 clusters Score -8608882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -8608881.000000 Penalty: 5336.647461
	Iteration 104Q: 3 clusters Score -8608881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -8608883.000000 Penalty: 5336.647461
	Iteration 105Q: 3 clusters Score -8608883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -8608883.000000 Penalty: 5336.647461
	Iteration 106F: 3 clusters Score -8608883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -203007.765625 Penalty: 1750.358765
	Iteration 0F: 2 clusters Score -203007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -201030.609375 Penalty: 3500.717529
	Iteration 0F: 3 clusters Score -201030.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -201475.531250 Penalty: 3500.717529
	Iteration 1F: 3 clusters Score -201475.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -201640.687500 Penalty: 3500.717529
	Iteration 2F: 3 clusters Score -201640.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -201777.875000 Penalty: 3500.717529
	Iteration 3Q: 3 clusters Score -201777.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -201916.140625 Penalty: 3500.717529
	Iteration 4Q: 3 clusters Score -201916.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -202063.671875 Penalty: 3500.717529
	Iteration 5F: 3 clusters Score -202063.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -202200.875000 Penalty: 3500.717529
	Iteration 6F: 3 clusters Score -202200.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -202295.468750 Penalty: 3500.717529
	Iteration 7Q: 3 clusters Score -202295.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -202378.781250 Penalty: 3500.717529
	Iteration 8Q: 3 clusters Score -202378.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -202433.187500 Penalty: 3500.717529
	Iteration 9Q: 3 clusters Score -202433.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -202471.859375 Penalty: 3500.717529
	Iteration 10Q: 3 clusters Score -202471.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -202506.328125 Penalty: 3500.717529
	Iteration 11Q: 3 clusters Score -202506.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -202538.093750 Penalty: 3500.717529
	Iteration 12Q: 3 clusters Score -202538.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -202569.375000 Penalty: 3500.717529
	Iteration 13Q: 3 clusters Score -202569.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -202592.625000 Penalty: 3500.717529
	Iteration 14Q: 3 clusters Score -202592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -202602.625000 Penalty: 3500.717529
	Iteration 15Q: 3 clusters Score -202602.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -202618.156250 Penalty: 3500.717529
	Iteration 16Q: 3 clusters Score -202618.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -202634.812500 Penalty: 3500.717529
	Iteration 17Q: 3 clusters Score -202634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -202639.796875 Penalty: 3500.717529
	Iteration 18Q: 3 clusters Score -202639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -202644.484375 Penalty: 3500.717529
	Iteration 19Q: 3 clusters Score -202644.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -202648.390625 Penalty: 3500.717529
	Iteration 20F: 3 clusters Score -202648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -202651.609375 Penalty: 3500.717529
	Iteration 21Q: 3 clusters Score -202651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -202652.703125 Penalty: 3500.717529
	Iteration 22Q: 3 clusters Score -202652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -202652.703125 Penalty: 3500.717529
	Iteration 23F: 3 clusters Score -202652.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Entering Unmasked Estep 
Score: -414246.906250 Penalty: 1928.268433
	Iteration 0F: 2 clusters Score -414246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -411387.437500 Penalty: 3856.536865
	Iteration 0F: 3 clusters Score -411387.4 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -411916.500000 Penalty: 3856.536865
	Iteration 1F: 3 clusters Score -411916.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -412058.625000 Penalty: 3856.536865
	Iteration 2F: 3 clusters Score -412058.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -412153.625000 Penalty: 3856.536865
	Iteration 3Q: 3 clusters Score -412153.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -412226.312500 Penalty: 3856.536865
	Iteration 4Q: 3 clusters Score -412226.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -412272.250000 Penalty: 3856.536865
	Iteration 5Q: 3 clusters Score -412272.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -412302.687500 Penalty: 3856.536865
	Iteration 6Q: 3 clusters Score -412302.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -412332.000000 Penalty: 3856.536865
	Iteration 7Q: 3 clusters Score -412332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -412360.093750 Penalty: 3856.536865
	Iteration 8Q: 3 clusters Score -412360.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -412381.750000 Penalty: 3856.536865
	Iteration 9Q: 3 clusters Score -412381.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -412409.468750 Penalty: 3856.536865
	Iteration 10Q: 3 clusters Score -412409.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -412432.875000 Penalty: 3856.536865
	Iteration 11Q: 3 clusters Score -412432.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -412451.562500 Penalty: 3856.536865
	Iteration 12Q: 3 clusters Score -412451.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -412468.812500 Penalty: 3856.536865
	Iteration 13Q: 3 clusters Score -412468.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -412484.500000 Penalty: 3856.536865
	Iteration 14Q: 3 clusters Score -412484.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -412500.812500 Penalty: 3856.536865
	Iteration 15Q: 3 clusters Score -412500.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -412518.718750 Penalty: 3856.536865
	Iteration 16Q: 3 clusters Score -412518.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -412534.937500 Penalty: 3856.536865
	Iteration 17Q: 3 clusters Score -412534.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -412547.500000 Penalty: 3856.536865
	Iteration 18Q: 3 clusters Score -412547.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -412555.437500 Penalty: 3856.536865
	Iteration 19Q: 3 clusters Score -412555.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -412564.156250 Penalty: 3856.536865
	Iteration 20F: 3 clusters Score -412564.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -412568.875000 Penalty: 3856.536865
	Iteration 21Q: 3 clusters Score -412568.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -412574.093750 Penalty: 3856.536865
	Iteration 22Q: 3 clusters Score -412574.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -412582.031250 Penalty: 3856.536865
	Iteration 23Q: 3 clusters Score -412582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -412589.062500 Penalty: 3856.536865
	Iteration 24Q: 3 clusters Score -412589.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -412594.500000 Penalty: 3856.536865
	Iteration 25Q: 3 clusters Score -412594.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -412598.656250 Penalty: 3856.536865
	Iteration 26Q: 3 clusters Score -412598.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -412600.656250 Penalty: 3856.536865
	Iteration 27Q: 3 clusters Score -412600.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -412603.187500 Penalty: 3856.536865
	Iteration 28Q: 3 clusters Score -412603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -412605.843750 Penalty: 3856.536865
	Iteration 29Q: 3 clusters Score -412605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -412609.906250 Penalty: 3856.536865
	Iteration 30Q: 3 clusters Score -412609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -412612.281250 Penalty: 3856.536865
	Iteration 31Q: 3 clusters Score -412612.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -412616.906250 Penalty: 3856.536865
	Iteration 32Q: 3 clusters Score -412616.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -412622.281250 Penalty: 3856.536865
	Iteration 33Q: 3 clusters Score -412622.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -412625.000000 Penalty: 3856.536865
	Iteration 34Q: 3 clusters Score -412625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -412627.812500 Penalty: 3856.536865
	Iteration 35Q: 3 clusters Score -412627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -412631.406250 Penalty: 3856.536865
	Iteration 36Q: 3 clusters Score -412631.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -412638.218750 Penalty: 3856.536865
	Iteration 37Q: 3 clusters Score -412638.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -412643.437500 Penalty: 3856.536865
	Iteration 38Q: 3 clusters Score -412643.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -412647.781250 Penalty: 3856.536865
	Iteration 39Q: 3 clusters Score -412647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -412651.843750 Penalty: 3856.536865
	Iteration 40F: 3 clusters Score -412651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -412654.218750 Penalty: 3856.536865
	Iteration 41Q: 3 clusters Score -412654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -412656.656250 Penalty: 3856.536865
	Iteration 42Q: 3 clusters Score -412656.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -412660.250000 Penalty: 3856.536865
	Iteration 43Q: 3 clusters Score -412660.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -412663.468750 Penalty: 3856.536865
	Iteration 44Q: 3 clusters Score -412663.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -412669.375000 Penalty: 3856.536865
	Iteration 45Q: 3 clusters Score -412669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -412674.906250 Penalty: 3856.536865
	Iteration 46Q: 3 clusters Score -412674.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -412679.593750 Penalty: 3856.536865
	Iteration 47Q: 3 clusters Score -412679.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -412681.531250 Penalty: 3856.536865
	Iteration 48Q: 3 clusters Score -412681.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -412683.593750 Penalty: 3856.536865
	Iteration 49Q: 3 clusters Score -412683.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -412686.937500 Penalty: 3856.536865
	Iteration 50Q: 3 clusters Score -412686.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -412691.875000 Penalty: 3856.536865
	Iteration 51Q: 3 clusters Score -412691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -412693.500000 Penalty: 3856.536865
	Iteration 52Q: 3 clusters Score -412693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -412696.781250 Penalty: 3856.536865
	Iteration 53Q: 3 clusters Score -412696.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -412699.687500 Penalty: 3856.536865
	Iteration 54Q: 3 clusters Score -412699.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -412702.093750 Penalty: 3856.536865
	Iteration 55Q: 3 clusters Score -412702.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -412704.562500 Penalty: 3856.536865
	Iteration 56Q: 3 clusters Score -412704.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -412704.593750 Penalty: 3856.536865
	Iteration 57Q: 3 clusters Score -412704.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -412705.593750 Penalty: 3856.536865
	Iteration 58Q: 3 clusters Score -412705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -412706.750000 Penalty: 3856.536865
	Iteration 59Q: 3 clusters Score -412706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -412708.593750 Penalty: 3856.536865
	Iteration 60F: 3 clusters Score -412708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -412711.750000 Penalty: 3856.536865
	Iteration 61Q: 3 clusters Score -412711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -412715.375000 Penalty: 3856.536865
	Iteration 62Q: 3 clusters Score -412715.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -412717.843750 Penalty: 3856.536865
	Iteration 63Q: 3 clusters Score -412717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -412720.875000 Penalty: 3856.536865
	Iteration 64Q: 3 clusters Score -412720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -412722.500000 Penalty: 3856.536865
	Iteration 65Q: 3 clusters Score -412722.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -412724.250000 Penalty: 3856.536865
	Iteration 66Q: 3 clusters Score -412724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -412725.531250 Penalty: 3856.536865
	Iteration 67Q: 3 clusters Score -412725.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -412729.343750 Penalty: 3856.536865
	Iteration 68Q: 3 clusters Score -412729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -412730.687500 Penalty: 3856.536865
	Iteration 69Q: 3 clusters Score -412730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -412734.875000 Penalty: 3856.536865
	Iteration 70Q: 3 clusters Score -412734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -412735.562500 Penalty: 3856.536865
	Iteration 71Q: 3 clusters Score -412735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -412736.531250 Penalty: 3856.536865
	Iteration 72Q: 3 clusters Score -412736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -412736.531250 Penalty: 3856.536865
	Iteration 73F: 3 clusters Score -412736.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Entering Unmasked Estep 
Score: -8617629.000000 Penalty: 2663.137939
	Iteration 0F: 2 clusters Score -8617629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -8588499.000000 Penalty: 5326.275879
	Iteration 0F: 3 clusters Score -8588499 nChanged 21312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -8600172.000000 Penalty: 5326.275879
	Iteration 1F: 3 clusters Score -8600172 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -8600760.000000 Penalty: 5326.275879
	Iteration 2Q: 3 clusters Score -8600760 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -8601407.000000 Penalty: 5326.275879
	Iteration 3Q: 3 clusters Score -8601407 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -8602300.000000 Penalty: 5326.275879
	Iteration 4Q: 3 clusters Score -8602300 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -8603502.000000 Penalty: 5326.275879
	Iteration 5F: 3 clusters Score -8603502 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -8605579.000000 Penalty: 5326.275879
	Iteration 6F: 3 clusters Score -8605579 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -8608328.000000 Penalty: 5326.275879
	Iteration 7F: 3 clusters Score -8608328 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -8611364.000000 Penalty: 5326.275879
	Iteration 8F: 3 clusters Score -8611364 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -8613725.000000 Penalty: 5326.275879
	Iteration 9F: 3 clusters Score -8613725 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -8614804.000000 Penalty: 5326.275879
	Iteration 10Q: 3 clusters Score -8614804 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -8615138.000000 Penalty: 5326.275879
	Iteration 11Q: 3 clusters Score -8615138 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -8615264.000000 Penalty: 5326.275879
	Iteration 12Q: 3 clusters Score -8615264 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -8615337.000000 Penalty: 5326.275879
	Iteration 13Q: 3 clusters Score -8615337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -8615378.000000 Penalty: 5326.275879
	Iteration 14Q: 3 clusters Score -8615378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -8615385.000000 Penalty: 5326.275879
	Iteration 15Q: 3 clusters Score -8615385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -8615408.000000 Penalty: 5326.275879
	Iteration 16Q: 3 clusters Score -8615408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -8615418.000000 Penalty: 5326.275879
	Iteration 17Q: 3 clusters Score -8615418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -8615425.000000 Penalty: 5326.275879
	Iteration 18Q: 3 clusters Score -8615425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -8615433.000000 Penalty: 5326.275879
	Iteration 19Q: 3 clusters Score -8615433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -8615438.000000 Penalty: 5326.275879
	Iteration 20F: 3 clusters Score -8615438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -8615448.000000 Penalty: 5326.275879
	Iteration 21Q: 3 clusters Score -8615448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -8615465.000000 Penalty: 5326.275879
	Iteration 22Q: 3 clusters Score -8615465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -8615469.000000 Penalty: 5326.275879
	Iteration 23Q: 3 clusters Score -8615469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -8615474.000000 Penalty: 5326.275879
	Iteration 24Q: 3 clusters Score -8615474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -8615473.000000 Penalty: 5326.275879
	Iteration 25Q: 3 clusters Score -8615473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -8615469.000000 Penalty: 5326.275879
	Iteration 26Q: 3 clusters Score -8615469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -8615469.000000 Penalty: 5326.275879
	Iteration 27F: 3 clusters Score -8615469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Entering Unmasked Estep 
Score: -7753272.000000 Penalty: 2642.246582
	Iteration 0F: 2 clusters Score -7753272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -7724456.500000 Penalty: 5284.493164
	Iteration 0F: 3 clusters Score -7724456 nChanged 19529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -7735167.000000 Penalty: 5284.493164
	Iteration 1F: 3 clusters Score -7735167 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -7735532.000000 Penalty: 5284.493164
	Iteration 2Q: 3 clusters Score -7735532 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -7735989.000000 Penalty: 5284.493164
	Iteration 3Q: 3 clusters Score -7735989 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -7736486.500000 Penalty: 5284.493164
	Iteration 4Q: 3 clusters Score -7736486 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -7737202.500000 Penalty: 5284.493164
	Iteration 5Q: 3 clusters Score -7737202 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -7738313.500000 Penalty: 5284.493164
	Iteration 6F: 3 clusters Score -7738314 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -7740300.500000 Penalty: 5284.493164
	Iteration 7F: 3 clusters Score -7740300 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -7743247.500000 Penalty: 5284.493164
	Iteration 8F: 3 clusters Score -7743248 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -7746679.500000 Penalty: 5284.493164
	Iteration 9F: 3 clusters Score -7746680 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -7749164.000000 Penalty: 5284.493164
	Iteration 10F: 3 clusters Score -7749164 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -7750278.000000 Penalty: 5284.493164
	Iteration 11Q: 3 clusters Score -7750278 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -7750649.000000 Penalty: 5284.493164
	Iteration 12Q: 3 clusters Score -7750649 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -7750777.500000 Penalty: 5284.493164
	Iteration 13Q: 3 clusters Score -7750778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -7750849.500000 Penalty: 5284.493164
	Iteration 14Q: 3 clusters Score -7750850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -7750886.000000 Penalty: 5284.493164
	Iteration 15Q: 3 clusters Score -7750886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -7750936.000000 Penalty: 5284.493164
	Iteration 16Q: 3 clusters Score -7750936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -7750953.500000 Penalty: 5284.493164
	Iteration 17Q: 3 clusters Score -7750954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -7750962.500000 Penalty: 5284.493164
	Iteration 18Q: 3 clusters Score -7750962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -7750976.500000 Penalty: 5284.493164
	Iteration 19Q: 3 clusters Score -7750976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -7750983.500000 Penalty: 5284.493164
	Iteration 20F: 3 clusters Score -7750984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -7750983.000000 Penalty: 5284.493164
	Iteration 21Q: 3 clusters Score -7750983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -7750990.000000 Penalty: 5284.493164
	Iteration 22Q: 3 clusters Score -7750990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -7750990.000000 Penalty: 5284.493164
	Iteration 23F: 3 clusters Score -7750990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Entering Unmasked Estep 
Score: -727758.625000 Penalty: 2055.244629
	Iteration 0F: 2 clusters Score -727758.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -723899.750000 Penalty: 4110.489258
	Iteration 0F: 3 clusters Score -723899.8 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -724737.000000 Penalty: 4110.489258
	Iteration 1F: 3 clusters Score -724737 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -724906.187500 Penalty: 4110.489258
	Iteration 2F: 3 clusters Score -724906.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -724988.687500 Penalty: 4110.489258
	Iteration 3Q: 3 clusters Score -724988.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -725050.000000 Penalty: 4110.489258
	Iteration 4Q: 3 clusters Score -725050 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -725099.937500 Penalty: 4110.489258
	Iteration 5Q: 3 clusters Score -725099.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -725142.500000 Penalty: 4110.489258
	Iteration 6Q: 3 clusters Score -725142.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -725174.625000 Penalty: 4110.489258
	Iteration 7Q: 3 clusters Score -725174.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -725204.187500 Penalty: 4110.489258
	Iteration 8Q: 3 clusters Score -725204.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -725232.375000 Penalty: 4110.489258
	Iteration 9Q: 3 clusters Score -725232.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -725252.750000 Penalty: 4110.489258
	Iteration 10Q: 3 clusters Score -725252.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -725267.687500 Penalty: 4110.489258
	Iteration 11Q: 3 clusters Score -725267.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -725276.875000 Penalty: 4110.489258
	Iteration 12Q: 3 clusters Score -725276.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -725287.375000 Penalty: 4110.489258
	Iteration 13Q: 3 clusters Score -725287.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -725295.500000 Penalty: 4110.489258
	Iteration 14Q: 3 clusters Score -725295.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -725301.375000 Penalty: 4110.489258
	Iteration 15Q: 3 clusters Score -725301.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -725306.875000 Penalty: 4110.489258
	Iteration 16Q: 3 clusters Score -725306.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -725314.312500 Penalty: 4110.489258
	Iteration 17Q: 3 clusters Score -725314.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -725321.687500 Penalty: 4110.489258
	Iteration 18Q: 3 clusters Score -725321.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -725327.312500 Penalty: 4110.489258
	Iteration 19Q: 3 clusters Score -725327.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -725331.000000 Penalty: 4110.489258
	Iteration 20F: 3 clusters Score -725331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -725334.937500 Penalty: 4110.489258
	Iteration 21Q: 3 clusters Score -725334.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -725337.000000 Penalty: 4110.489258
	Iteration 22Q: 3 clusters Score -725337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -725340.125000 Penalty: 4110.489258
	Iteration 23Q: 3 clusters Score -725340.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -725343.562500 Penalty: 4110.489258
	Iteration 24Q: 3 clusters Score -725343.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -725346.750000 Penalty: 4110.489258
	Iteration 25Q: 3 clusters Score -725346.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -725349.187500 Penalty: 4110.489258
	Iteration 26Q: 3 clusters Score -725349.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -725352.312500 Penalty: 4110.489258
	Iteration 27Q: 3 clusters Score -725352.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -725355.437500 Penalty: 4110.489258
	Iteration 28Q: 3 clusters Score -725355.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -725359.500000 Penalty: 4110.489258
	Iteration 29Q: 3 clusters Score -725359.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -725360.312500 Penalty: 4110.489258
	Iteration 30Q: 3 clusters Score -725360.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -725366.937500 Penalty: 4110.489258
	Iteration 31Q: 3 clusters Score -725366.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -725369.437500 Penalty: 4110.489258
	Iteration 32Q: 3 clusters Score -725369.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -725371.562500 Penalty: 4110.489258
	Iteration 33Q: 3 clusters Score -725371.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -725372.125000 Penalty: 4110.489258
	Iteration 34Q: 3 clusters Score -725372.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -725373.250000 Penalty: 4110.489258
	Iteration 35Q: 3 clusters Score -725373.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -725373.250000 Penalty: 4110.489258
	Iteration 36F: 3 clusters Score -725373.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Entering Unmasked Estep 
Score: -75245.695312 Penalty: 1537.726196
	Iteration 0F: 2 clusters Score -75245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -73793.968750 Penalty: 3075.452393
	Iteration 0F: 3 clusters Score -73793.97 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -74001.406250 Penalty: 3075.452393
	Iteration 1F: 3 clusters Score -74001.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -74117.640625 Penalty: 3075.452393
	Iteration 2F: 3 clusters Score -74117.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -74295.648438 Penalty: 3075.452393
	Iteration 3F: 3 clusters Score -74295.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -74407.070312 Penalty: 3075.452393
	Iteration 4F: 3 clusters Score -74407.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -74467.468750 Penalty: 3075.452393
	Iteration 5Q: 3 clusters Score -74467.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -74517.351562 Penalty: 3075.452393
	Iteration 6Q: 3 clusters Score -74517.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -74558.054688 Penalty: 3075.452393
	Iteration 7Q: 3 clusters Score -74558.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -74641.671875 Penalty: 3075.452393
	Iteration 8Q: 3 clusters Score -74641.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -74728.320312 Penalty: 3075.452393
	Iteration 9Q: 3 clusters Score -74728.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -74800.539062 Penalty: 3075.452393
	Iteration 10Q: 3 clusters Score -74800.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -74841.906250 Penalty: 3075.452393
	Iteration 11Q: 3 clusters Score -74841.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -74903.070312 Penalty: 3075.452393
	Iteration 12Q: 3 clusters Score -74903.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -74930.421875 Penalty: 3075.452393
	Iteration 13Q: 3 clusters Score -74930.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -74962.468750 Penalty: 3075.452393
	Iteration 14Q: 3 clusters Score -74962.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -75052.148438 Penalty: 3075.452393
	Iteration 15Q: 3 clusters Score -75052.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -75115.914062 Penalty: 3075.452393
	Iteration 16Q: 3 clusters Score -75115.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -75152.507812 Penalty: 3075.452393
	Iteration 17Q: 3 clusters Score -75152.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -75183.773438 Penalty: 3075.452393
	Iteration 18Q: 3 clusters Score -75183.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -75187.828125 Penalty: 3075.452393
	Iteration 19Q: 3 clusters Score -75187.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -75187.828125 Penalty: 3075.452393
	Iteration 20F: 3 clusters Score -75187.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Entering Unmasked Estep 
Score: -7921538.500000 Penalty: 2644.964844
	Iteration 0F: 2 clusters Score -7921538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -7893040.500000 Penalty: 5289.929688
	Iteration 0F: 3 clusters Score -7893040 nChanged 19683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -7903771.500000 Penalty: 5289.929688
	Iteration 1F: 3 clusters Score -7903772 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -7904498.000000 Penalty: 5289.929688
	Iteration 2Q: 3 clusters Score -7904498 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -7905513.000000 Penalty: 5289.929688
	Iteration 3Q: 3 clusters Score -7905513 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -7906817.000000 Penalty: 5289.929688
	Iteration 4F: 3 clusters Score -7906817 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -7908335.500000 Penalty: 5289.929688
	Iteration 5F: 3 clusters Score -7908336 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -7910068.000000 Penalty: 5289.929688
	Iteration 6F: 3 clusters Score -7910068 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -7912430.500000 Penalty: 5289.929688
	Iteration 7F: 3 clusters Score -7912430 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -7915358.000000 Penalty: 5289.929688
	Iteration 8F: 3 clusters Score -7915358 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -7917998.500000 Penalty: 5289.929688
	Iteration 9F: 3 clusters Score -7917998 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -7919299.500000 Penalty: 5289.929688
	Iteration 10Q: 3 clusters Score -7919300 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -7919702.000000 Penalty: 5289.929688
	Iteration 11Q: 3 clusters Score -7919702 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -7919907.000000 Penalty: 5289.929688
	Iteration 12Q: 3 clusters Score -7919907 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -7920021.500000 Penalty: 5289.929688
	Iteration 13Q: 3 clusters Score -7920022 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -7920092.500000 Penalty: 5289.929688
	Iteration 14Q: 3 clusters Score -7920092 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -7920160.500000 Penalty: 5289.929688
	Iteration 15Q: 3 clusters Score -7920160 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -7920229.500000 Penalty: 5289.929688
	Iteration 16Q: 3 clusters Score -7920230 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -7920247.000000 Penalty: 5289.929688
	Iteration 17Q: 3 clusters Score -7920247 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -7920282.500000 Penalty: 5289.929688
	Iteration 18Q: 3 clusters Score -7920282 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -7920304.000000 Penalty: 5289.929688
	Iteration 19Q: 3 clusters Score -7920304 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -7920345.500000 Penalty: 5289.929688
	Iteration 20F: 3 clusters Score -7920346 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -7920375.500000 Penalty: 5289.929688
	Iteration 21Q: 3 clusters Score -7920376 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -7920414.500000 Penalty: 5289.929688
	Iteration 22Q: 3 clusters Score -7920414 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -7920443.500000 Penalty: 5289.929688
	Iteration 23Q: 3 clusters Score -7920444 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -7920462.500000 Penalty: 5289.929688
	Iteration 24Q: 3 clusters Score -7920462 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -7920470.000000 Penalty: 5289.929688
	Iteration 25Q: 3 clusters Score -7920470 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -7920489.000000 Penalty: 5289.929688
	Iteration 26Q: 3 clusters Score -7920489 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -7920500.500000 Penalty: 5289.929688
	Iteration 27Q: 3 clusters Score -7920500 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -7920540.500000 Penalty: 5289.929688
	Iteration 28Q: 3 clusters Score -7920540 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -7920553.000000 Penalty: 5289.929688
	Iteration 29Q: 3 clusters Score -7920553 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -7920588.000000 Penalty: 5289.929688
	Iteration 30Q: 3 clusters Score -7920588 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -7920603.500000 Penalty: 5289.929688
	Iteration 31Q: 3 clusters Score -7920604 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -7920628.500000 Penalty: 5289.929688
	Iteration 32Q: 3 clusters Score -7920628 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -7920653.500000 Penalty: 5289.929688
	Iteration 33Q: 3 clusters Score -7920654 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -7920673.000000 Penalty: 5289.929688
	Iteration 34Q: 3 clusters Score -7920673 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -7920705.500000 Penalty: 5289.929688
	Iteration 35Q: 3 clusters Score -7920706 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -7920708.500000 Penalty: 5289.929688
	Iteration 36Q: 3 clusters Score -7920708 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -7920745.000000 Penalty: 5289.929688
	Iteration 37Q: 3 clusters Score -7920745 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -7920757.000000 Penalty: 5289.929688
	Iteration 38Q: 3 clusters Score -7920757 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -7920800.000000 Penalty: 5289.929688
	Iteration 39Q: 3 clusters Score -7920800 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -7920806.500000 Penalty: 5289.929688
	Iteration 40F: 3 clusters Score -7920806 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -7920822.000000 Penalty: 5289.929688
	Iteration 41Q: 3 clusters Score -7920822 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -7920855.000000 Penalty: 5289.929688
	Iteration 42Q: 3 clusters Score -7920855 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -7920906.000000 Penalty: 5289.929688
	Iteration 43Q: 3 clusters Score -7920906 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -7920921.500000 Penalty: 5289.929688
	Iteration 44Q: 3 clusters Score -7920922 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -7920928.500000 Penalty: 5289.929688
	Iteration 45Q: 3 clusters Score -7920928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -7920927.000000 Penalty: 5289.929688
	Iteration 46Q: 3 clusters Score -7920927 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -7920933.500000 Penalty: 5289.929688
	Iteration 47Q: 3 clusters Score -7920934 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -7920955.500000 Penalty: 5289.929688
	Iteration 48Q: 3 clusters Score -7920956 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -7920976.000000 Penalty: 5289.929688
	Iteration 49Q: 3 clusters Score -7920976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -7920970.000000 Penalty: 5289.929688
	Iteration 50Q: 3 clusters Score -7920970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -7920962.000000 Penalty: 5289.929688
	Iteration 51Q: 3 clusters Score -7920962 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -7920961.000000 Penalty: 5289.929688
	Iteration 52Q: 3 clusters Score -7920961 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -7920963.500000 Penalty: 5289.929688
	Iteration 53Q: 3 clusters Score -7920964 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -7920990.000000 Penalty: 5289.929688
	Iteration 54Q: 3 clusters Score -7920990 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -7921001.500000 Penalty: 5289.929688
	Iteration 55Q: 3 clusters Score -7921002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -7921011.500000 Penalty: 5289.929688
	Iteration 56Q: 3 clusters Score -7921012 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -7921022.500000 Penalty: 5289.929688
	Iteration 57Q: 3 clusters Score -7921022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -7921054.000000 Penalty: 5289.929688
	Iteration 58Q: 3 clusters Score -7921054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -7921061.000000 Penalty: 5289.929688
	Iteration 59Q: 3 clusters Score -7921061 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -7921062.500000 Penalty: 5289.929688
	Iteration 60F: 3 clusters Score -7921062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -7921080.000000 Penalty: 5289.929688
	Iteration 61Q: 3 clusters Score -7921080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -7921078.000000 Penalty: 5289.929688
	Iteration 62Q: 3 clusters Score -7921078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -7921070.500000 Penalty: 5289.929688
	Iteration 63Q: 3 clusters Score -7921070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -7921067.500000 Penalty: 5289.929688
	Iteration 64Q: 3 clusters Score -7921068 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -7921076.000000 Penalty: 5289.929688
	Iteration 65Q: 3 clusters Score -7921076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -7921075.500000 Penalty: 5289.929688
	Iteration 66Q: 3 clusters Score -7921076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -7921081.000000 Penalty: 5289.929688
	Iteration 67Q: 3 clusters Score -7921081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -7921099.000000 Penalty: 5289.929688
	Iteration 68Q: 3 clusters Score -7921099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -7921100.000000 Penalty: 5289.929688
	Iteration 69Q: 3 clusters Score -7921100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -7921102.500000 Penalty: 5289.929688
	Iteration 70Q: 3 clusters Score -7921102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -7921109.500000 Penalty: 5289.929688
	Iteration 71Q: 3 clusters Score -7921110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -7921123.000000 Penalty: 5289.929688
	Iteration 72Q: 3 clusters Score -7921123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -7921116.500000 Penalty: 5289.929688
	Iteration 73Q: 3 clusters Score -7921116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -7921124.000000 Penalty: 5289.929688
	Iteration 74Q: 3 clusters Score -7921124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -7921126.000000 Penalty: 5289.929688
	Iteration 75Q: 3 clusters Score -7921126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -7921129.500000 Penalty: 5289.929688
	Iteration 76Q: 3 clusters Score -7921130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -7921136.000000 Penalty: 5289.929688
	Iteration 77Q: 3 clusters Score -7921136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -7921117.000000 Penalty: 5289.929688
	Iteration 78Q: 3 clusters Score -7921117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -7921122.000000 Penalty: 5289.929688
	Iteration 79Q: 3 clusters Score -7921122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -7921109.500000 Penalty: 5289.929688
	Iteration 80F: 3 clusters Score -7921110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -7921111.500000 Penalty: 5289.929688
	Iteration 81Q: 3 clusters Score -7921112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -7921131.000000 Penalty: 5289.929688
	Iteration 82Q: 3 clusters Score -7921131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -7921129.000000 Penalty: 5289.929688
	Iteration 83Q: 3 clusters Score -7921129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -7921117.000000 Penalty: 5289.929688
	Iteration 84Q: 3 clusters Score -7921117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -7921120.000000 Penalty: 5289.929688
	Iteration 85Q: 3 clusters Score -7921120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -7921125.500000 Penalty: 5289.929688
	Iteration 86Q: 3 clusters Score -7921126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -7921123.000000 Penalty: 5289.929688
	Iteration 87Q: 3 clusters Score -7921123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -7921118.000000 Penalty: 5289.929688
	Iteration 88Q: 3 clusters Score -7921118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -7921124.000000 Penalty: 5289.929688
	Iteration 89Q: 3 clusters Score -7921124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -7921120.500000 Penalty: 5289.929688
	Iteration 90Q: 3 clusters Score -7921120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -7921117.500000 Penalty: 5289.929688
	Iteration 91Q: 3 clusters Score -7921118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -7921119.500000 Penalty: 5289.929688
	Iteration 92Q: 3 clusters Score -7921120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -7921123.000000 Penalty: 5289.929688
	Iteration 93Q: 3 clusters Score -7921123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -7921120.000000 Penalty: 5289.929688
	Iteration 94Q: 3 clusters Score -7921120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -7921119.500000 Penalty: 5289.929688
	Iteration 95Q: 3 clusters Score -7921120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -7921126.500000 Penalty: 5289.929688
	Iteration 96Q: 3 clusters Score -7921126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -7921124.500000 Penalty: 5289.929688
	Iteration 97Q: 3 clusters Score -7921124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -7921126.500000 Penalty: 5289.929688
	Iteration 98Q: 3 clusters Score -7921126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -7921122.500000 Penalty: 5289.929688
	Iteration 99Q: 3 clusters Score -7921122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -7921124.000000 Penalty: 5289.929688
	Iteration 100F: 3 clusters Score -7921124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -7921124.000000 Penalty: 5289.929688
	Iteration 101Q: 3 clusters Score -7921124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -7921119.500000 Penalty: 5289.929688
	Iteration 102Q: 3 clusters Score -7921120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -7921120.500000 Penalty: 5289.929688
	Iteration 103Q: 3 clusters Score -7921120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -7921117.000000 Penalty: 5289.929688
	Iteration 104Q: 3 clusters Score -7921117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -7921111.000000 Penalty: 5289.929688
	Iteration 105Q: 3 clusters Score -7921111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -7921132.000000 Penalty: 5289.929688
	Iteration 106Q: 3 clusters Score -7921132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -7921137.500000 Penalty: 5289.929688
	Iteration 107Q: 3 clusters Score -7921138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -7921134.000000 Penalty: 5289.929688
	Iteration 108Q: 3 clusters Score -7921134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -7921134.500000 Penalty: 5289.929688
	Iteration 109Q: 3 clusters Score -7921134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -7921135.000000 Penalty: 5289.929688
	Iteration 110Q: 3 clusters Score -7921135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -7921124.000000 Penalty: 5289.929688
	Iteration 111Q: 3 clusters Score -7921124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -7921131.000000 Penalty: 5289.929688
	Iteration 112Q: 3 clusters Score -7921131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -7921126.000000 Penalty: 5289.929688
	Iteration 113Q: 3 clusters Score -7921126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -7921129.500000 Penalty: 5289.929688
	Iteration 114Q: 3 clusters Score -7921130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -7921132.500000 Penalty: 5289.929688
	Iteration 115Q: 3 clusters Score -7921132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -7921134.500000 Penalty: 5289.929688
	Iteration 116Q: 3 clusters Score -7921134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -7921139.000000 Penalty: 5289.929688
	Iteration 117Q: 3 clusters Score -7921139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -7921135.500000 Penalty: 5289.929688
	Iteration 118Q: 3 clusters Score -7921136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -7921133.000000 Penalty: 5289.929688
	Iteration 119Q: 3 clusters Score -7921133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -7921134.500000 Penalty: 5289.929688
	Iteration 120F: 3 clusters Score -7921134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Entering Unmasked Estep 
Score: -9127260.000000 Penalty: 2676.185303
	Iteration 0F: 2 clusters Score -9127260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -9098025.000000 Penalty: 5352.370605
	Iteration 0F: 3 clusters Score -9098025 nChanged 22495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -9110711.000000 Penalty: 5352.370605
	Iteration 1F: 3 clusters Score -9110711 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -9111297.000000 Penalty: 5352.370605
	Iteration 2Q: 3 clusters Score -9111297 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -9111805.000000 Penalty: 5352.370605
	Iteration 3Q: 3 clusters Score -9111805 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -9112235.000000 Penalty: 5352.370605
	Iteration 4Q: 3 clusters Score -9112235 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -9112729.000000 Penalty: 5352.370605
	Iteration 5Q: 3 clusters Score -9112729 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -9113307.000000 Penalty: 5352.370605
	Iteration 6Q: 3 clusters Score -9113307 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -9114145.000000 Penalty: 5352.370605
	Iteration 7Q: 3 clusters Score -9114145 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -9115493.000000 Penalty: 5352.370605
	Iteration 8Q: 3 clusters Score -9115493 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -9117505.000000 Penalty: 5352.370605
	Iteration 9F: 3 clusters Score -9117505 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -9119717.000000 Penalty: 5352.370605
	Iteration 10F: 3 clusters Score -9119717 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -9121168.000000 Penalty: 5352.370605
	Iteration 11F: 3 clusters Score -9121168 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -9121717.000000 Penalty: 5352.370605
	Iteration 12Q: 3 clusters Score -9121717 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -9122058.000000 Penalty: 5352.370605
	Iteration 13Q: 3 clusters Score -9122058 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -9122330.000000 Penalty: 5352.370605
	Iteration 14Q: 3 clusters Score -9122330 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -9122479.000000 Penalty: 5352.370605
	Iteration 15Q: 3 clusters Score -9122479 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -9122658.000000 Penalty: 5352.370605
	Iteration 16Q: 3 clusters Score -9122658 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -9122785.000000 Penalty: 5352.370605
	Iteration 17Q: 3 clusters Score -9122785 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -9122964.000000 Penalty: 5352.370605
	Iteration 18Q: 3 clusters Score -9122964 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -9123063.000000 Penalty: 5352.370605
	Iteration 19Q: 3 clusters Score -9123063 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -9123152.000000 Penalty: 5352.370605
	Iteration 20F: 3 clusters Score -9123152 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -9123228.000000 Penalty: 5352.370605
	Iteration 21Q: 3 clusters Score -9123228 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -9123317.000000 Penalty: 5352.370605
	Iteration 22Q: 3 clusters Score -9123317 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -9123472.000000 Penalty: 5352.370605
	Iteration 23Q: 3 clusters Score -9123472 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -9123555.000000 Penalty: 5352.370605
	Iteration 24Q: 3 clusters Score -9123555 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -9123629.000000 Penalty: 5352.370605
	Iteration 25Q: 3 clusters Score -9123629 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -9123689.000000 Penalty: 5352.370605
	Iteration 26Q: 3 clusters Score -9123689 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -9123719.000000 Penalty: 5352.370605
	Iteration 27Q: 3 clusters Score -9123719 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -9123775.000000 Penalty: 5352.370605
	Iteration 28Q: 3 clusters Score -9123775 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -9123807.000000 Penalty: 5352.370605
	Iteration 29Q: 3 clusters Score -9123807 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -9123840.000000 Penalty: 5352.370605
	Iteration 30Q: 3 clusters Score -9123840 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -9123917.000000 Penalty: 5352.370605
	Iteration 31Q: 3 clusters Score -9123917 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -9123957.000000 Penalty: 5352.370605
	Iteration 32Q: 3 clusters Score -9123957 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
Score: -9124005.000000 Penalty: 5352.370605
	Iteration 33Q: 3 clusters Score -9124005 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -9124055.000000 Penalty: 5352.370605
	Iteration 34Q: 3 clusters Score -9124055 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -9124111.000000 Penalty: 5352.370605
	Iteration 35Q: 3 clusters Score -9124111 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -9124130.000000 Penalty: 5352.370605
	Iteration 36Q: 3 clusters Score -9124130 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -9124183.000000 Penalty: 5352.370605
	Iteration 37Q: 3 clusters Score -9124183 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -9124198.000000 Penalty: 5352.370605
	Iteration 38Q: 3 clusters Score -9124198 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -9124213.000000 Penalty: 5352.370605
	Iteration 39Q: 3 clusters Score -9124213 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -9124238.000000 Penalty: 5352.370605
	Iteration 40F: 3 clusters Score -9124238 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -9124243.000000 Penalty: 5352.370605
	Iteration 41Q: 3 clusters Score -9124243 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -9124254.000000 Penalty: 5352.370605
	Iteration 42Q: 3 clusters Score -9124254 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -9124258.000000 Penalty: 5352.370605
	Iteration 43Q: 3 clusters Score -9124258 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -9124275.000000 Penalty: 5352.370605
	Iteration 44Q: 3 clusters Score -9124275 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -9124300.000000 Penalty: 5352.370605
	Iteration 45Q: 3 clusters Score -9124300 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -9124339.000000 Penalty: 5352.370605
	Iteration 46Q: 3 clusters Score -9124339 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9124398 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9124401 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9124449 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9124499 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9124512 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9124519 nChanged 180
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Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9124543 nChanged 184
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Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9124577 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9124582 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9124591 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9124647 nChanged 194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9124694 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9124725 nChanged 186
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Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9124768 nChanged 167
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Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9124762 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9124784 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -9124803.000000 Penalty: 5352.370605
	Iteration 63Q: 3 clusters Score -9124803 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -9124824.000000 Penalty: 5352.370605
	Iteration 64Q: 3 clusters Score -9124824 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -9124830.000000 Penalty: 5352.370605
	Iteration 65Q: 3 clusters Score -9124830 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9124822 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9124847 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9124864 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9124895 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9124930 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9124942 nChanged 176
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Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9124945 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9124979 nChanged 160
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Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9125005 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9125018 nChanged 181
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Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9125063 nChanged 190
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Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9125095 nChanged 232
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Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9125143 nChanged 257
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Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9125186 nChanged 276
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Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9125214 nChanged 263
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Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9125252 nChanged 251
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Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9125305 nChanged 275
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Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9125334 nChanged 298
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Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9125363 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9125467 nChanged 340
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Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9125531 nChanged 328
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9125527 nChanged 310
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Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9125595 nChanged 318
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Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9125685 nChanged 315
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Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9125749 nChanged 342
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9125872 nChanged 346
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Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9125949 nChanged 342
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Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9125992 nChanged 285
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Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9126055 nChanged 296
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Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9126093 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 43377 members 
Entering Unmasked Estep 
Score: -9126130.000000 Penalty: 5352.370605
	Iteration 96Q: 3 clusters Score -9126130 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -9126113.000000 Penalty: 5352.370605
	Iteration 97Q: 3 clusters Score -9126113 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9126119 nChanged 276
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Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -9126152.000000 Penalty: 5352.370605
	Iteration 99Q: 3 clusters Score -9126152 nChanged 265
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Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -9126144.000000 Penalty: 5352.370605
	Iteration 100F: 3 clusters Score -9126144 nChanged 231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9126144 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9126129 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9126127 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9126112 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 45389 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9126112 nChanged 176
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Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9126076 nChanged 157
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Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9126052 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9126057 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9126064 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9126031 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -9126017.000000 Penalty: 5352.370605
	Iteration 111Q: 3 clusters Score -9126017 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9126003 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9126006 nChanged 110
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Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9126013 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9126002 nChanged 99
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Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9125987 nChanged 82
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Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9125964 nChanged 68
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Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9125962 nChanged 63
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Mstep: Class 1 contains 1801 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9125951 nChanged 61
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Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9125948 nChanged 51
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9125926 nChanged 42
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Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9125909 nChanged 42
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Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9125888 nChanged 28
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Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9125883 nChanged 30
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Mstep: Class 1 contains 1583 members 
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	Iteration 125Q: 3 clusters Score -9125889 nChanged 26
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Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 47026 members 
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	Iteration 126Q: 3 clusters Score -9125890 nChanged 26
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	Iteration 127Q: 3 clusters Score -9125892 nChanged 20
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	Iteration 128Q: 3 clusters Score -9125888 nChanged 22
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Mstep: Class 1 contains 1499 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9125887 nChanged 13
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	Iteration 130Q: 3 clusters Score -9125878 nChanged 11
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9125869 nChanged 8
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	Iteration 132Q: 3 clusters Score -9125865 nChanged 14
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	Iteration 133Q: 3 clusters Score -9125864 nChanged 11
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Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9125855 nChanged 11
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	Iteration 135Q: 3 clusters Score -9125846 nChanged 10
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	Iteration 136Q: 3 clusters Score -9125831 nChanged 11
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Mstep: Class 2 contains 47161 members 
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	Iteration 137Q: 3 clusters Score -9125831 nChanged 16
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Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9125845 nChanged 8
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Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9125825 nChanged 8
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Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9125826 nChanged 11
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Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -9125822.000000 Penalty: 5352.370605
	Iteration 141Q: 3 clusters Score -9125822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -9125820.000000 Penalty: 5352.370605
	Iteration 142Q: 3 clusters Score -9125820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -9125805.000000 Penalty: 5352.370605
	Iteration 143Q: 3 clusters Score -9125805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -9125807.000000 Penalty: 5352.370605
	Iteration 144Q: 3 clusters Score -9125807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -9125813.000000 Penalty: 5352.370605
	Iteration 145Q: 3 clusters Score -9125813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -9125820.000000 Penalty: 5352.370605
	Iteration 146Q: 3 clusters Score -9125820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -9125814.000000 Penalty: 5352.370605
	Iteration 147Q: 3 clusters Score -9125814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -9125813.000000 Penalty: 5352.370605
	Iteration 148Q: 3 clusters Score -9125813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -9125813.000000 Penalty: 5352.370605
	Iteration 149Q: 3 clusters Score -9125813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -9125814.000000 Penalty: 5352.370605
	Iteration 150Q: 3 clusters Score -9125814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -9125821.000000 Penalty: 5352.370605
	Iteration 151Q: 3 clusters Score -9125821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -9125823.000000 Penalty: 5352.370605
	Iteration 152Q: 3 clusters Score -9125823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -9125817.000000 Penalty: 5352.370605
	Iteration 153Q: 3 clusters Score -9125817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -9125824.000000 Penalty: 5352.370605
	Iteration 154Q: 3 clusters Score -9125824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -9125821.000000 Penalty: 5352.370605
	Iteration 155Q: 3 clusters Score -9125821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -9125823.000000 Penalty: 5352.370605
	Iteration 156Q: 3 clusters Score -9125823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -9125820.000000 Penalty: 5352.370605
	Iteration 157Q: 3 clusters Score -9125820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -9125819.000000 Penalty: 5352.370605
	Iteration 158Q: 3 clusters Score -9125819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -9125820.000000 Penalty: 5352.370605
	Iteration 159Q: 3 clusters Score -9125820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -9125828.000000 Penalty: 5352.370605
	Iteration 160F: 3 clusters Score -9125828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -9125828.000000 Penalty: 5352.370605
	Iteration 161Q: 3 clusters Score -9125828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -9125826.000000 Penalty: 5352.370605
	Iteration 162Q: 3 clusters Score -9125826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -9125824.000000 Penalty: 5352.370605
	Iteration 163Q: 3 clusters Score -9125824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -9125814.000000 Penalty: 5352.370605
	Iteration 164Q: 3 clusters Score -9125814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -9125809.000000 Penalty: 5352.370605
	Iteration 165Q: 3 clusters Score -9125809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -9125810.000000 Penalty: 5352.370605
	Iteration 166Q: 3 clusters Score -9125810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -9125811.000000 Penalty: 5352.370605
	Iteration 167Q: 3 clusters Score -9125811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -9125817.000000 Penalty: 5352.370605
	Iteration 168Q: 3 clusters Score -9125817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -9125817.000000 Penalty: 5352.370605
	Iteration 169Q: 3 clusters Score -9125817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -9125817.000000 Penalty: 5352.370605
	Iteration 170F: 3 clusters Score -9125817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Entering Unmasked Estep 
Score: -8206287.500000 Penalty: 2653.147461
	Iteration 0F: 2 clusters Score -8206288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -8176806.500000 Penalty: 5306.294922
	Iteration 0F: 3 clusters Score -8176806 nChanged 20444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -8188153.000000 Penalty: 5306.294922
	Iteration 1F: 3 clusters Score -8188153 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -8188627.000000 Penalty: 5306.294922
	Iteration 2Q: 3 clusters Score -8188627 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -8189153.000000 Penalty: 5306.294922
	Iteration 3Q: 3 clusters Score -8189153 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -8189689.500000 Penalty: 5306.294922
	Iteration 4Q: 3 clusters Score -8189690 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -8190274.000000 Penalty: 5306.294922
	Iteration 5Q: 3 clusters Score -8190274 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -8190955.500000 Penalty: 5306.294922
	Iteration 6Q: 3 clusters Score -8190956 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -8191938.000000 Penalty: 5306.294922
	Iteration 7Q: 3 clusters Score -8191938 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -8193314.000000 Penalty: 5306.294922
	Iteration 8F: 3 clusters Score -8193314 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -8195234.500000 Penalty: 5306.294922
	Iteration 9F: 3 clusters Score -8195234 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -8197572.500000 Penalty: 5306.294922
	Iteration 10F: 3 clusters Score -8197572 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -8199956.500000 Penalty: 5306.294922
	Iteration 11F: 3 clusters Score -8199956 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -8201237.000000 Penalty: 5306.294922
	Iteration 12Q: 3 clusters Score -8201237 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -8201815.500000 Penalty: 5306.294922
	Iteration 13Q: 3 clusters Score -8201816 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -8202095.500000 Penalty: 5306.294922
	Iteration 14Q: 3 clusters Score -8202096 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -8202332.500000 Penalty: 5306.294922
	Iteration 15Q: 3 clusters Score -8202332 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -8202515.500000 Penalty: 5306.294922
	Iteration 16Q: 3 clusters Score -8202516 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -8202666.500000 Penalty: 5306.294922
	Iteration 17Q: 3 clusters Score -8202666 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -8202816.500000 Penalty: 5306.294922
	Iteration 18Q: 3 clusters Score -8202816 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -8202940.000000 Penalty: 5306.294922
	Iteration 19Q: 3 clusters Score -8202940 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -8203068.000000 Penalty: 5306.294922
	Iteration 20F: 3 clusters Score -8203068 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -8203177.500000 Penalty: 5306.294922
	Iteration 21Q: 3 clusters Score -8203178 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -8203252.500000 Penalty: 5306.294922
	Iteration 22Q: 3 clusters Score -8203252 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -8203332.500000 Penalty: 5306.294922
	Iteration 23Q: 3 clusters Score -8203332 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -8203423.500000 Penalty: 5306.294922
	Iteration 24Q: 3 clusters Score -8203424 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -8203488.500000 Penalty: 5306.294922
	Iteration 25Q: 3 clusters Score -8203488 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -8203582.000000 Penalty: 5306.294922
	Iteration 26Q: 3 clusters Score -8203582 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -8203666.500000 Penalty: 5306.294922
	Iteration 27Q: 3 clusters Score -8203666 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -8203745.500000 Penalty: 5306.294922
	Iteration 28Q: 3 clusters Score -8203746 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -8203886.000000 Penalty: 5306.294922
	Iteration 29Q: 3 clusters Score -8203886 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -8203945.500000 Penalty: 5306.294922
	Iteration 30Q: 3 clusters Score -8203946 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -8204027.500000 Penalty: 5306.294922
	Iteration 31Q: 3 clusters Score -8204028 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -8204087.000000 Penalty: 5306.294922
	Iteration 32Q: 3 clusters Score -8204087 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -8204139.500000 Penalty: 5306.294922
	Iteration 33Q: 3 clusters Score -8204140 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -8204194.500000 Penalty: 5306.294922
	Iteration 34Q: 3 clusters Score -8204194 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -8204242.500000 Penalty: 5306.294922
	Iteration 35Q: 3 clusters Score -8204242 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -8204270.500000 Penalty: 5306.294922
	Iteration 36Q: 3 clusters Score -8204270 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8204275.500000 Penalty: 5306.294922
	Iteration 37Q: 3 clusters Score -8204276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -8204280.000000 Penalty: 5306.294922
	Iteration 38Q: 3 clusters Score -8204280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8204286.500000 Penalty: 5306.294922
	Iteration 39Q: 3 clusters Score -8204286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -8204302.000000 Penalty: 5306.294922
	Iteration 40F: 3 clusters Score -8204302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -8204310.500000 Penalty: 5306.294922
	Iteration 41Q: 3 clusters Score -8204310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8204318.000000 Penalty: 5306.294922
	Iteration 42Q: 3 clusters Score -8204318 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -8204345.500000 Penalty: 5306.294922
	Iteration 43Q: 3 clusters Score -8204346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8204365.000000 Penalty: 5306.294922
	Iteration 44Q: 3 clusters Score -8204365 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8204367.500000 Penalty: 5306.294922
	Iteration 45Q: 3 clusters Score -8204368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8204365.000000 Penalty: 5306.294922
	Iteration 46Q: 3 clusters Score -8204365 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -8204383.500000 Penalty: 5306.294922
	Iteration 47Q: 3 clusters Score -8204384 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8204405.000000 Penalty: 5306.294922
	Iteration 48Q: 3 clusters Score -8204405 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8204413.500000 Penalty: 5306.294922
	Iteration 49Q: 3 clusters Score -8204414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8204397.000000 Penalty: 5306.294922
	Iteration 50Q: 3 clusters Score -8204397 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8204409.000000 Penalty: 5306.294922
	Iteration 51Q: 3 clusters Score -8204409 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8204411.000000 Penalty: 5306.294922
	Iteration 52Q: 3 clusters Score -8204411 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -8204421.500000 Penalty: 5306.294922
	Iteration 53Q: 3 clusters Score -8204422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -8204428.000000 Penalty: 5306.294922
	Iteration 54Q: 3 clusters Score -8204428 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8204429.500000 Penalty: 5306.294922
	Iteration 55Q: 3 clusters Score -8204430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8204409.500000 Penalty: 5306.294922
	Iteration 56Q: 3 clusters Score -8204410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8204405.500000 Penalty: 5306.294922
	Iteration 57Q: 3 clusters Score -8204406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8204419.500000 Penalty: 5306.294922
	Iteration 58Q: 3 clusters Score -8204420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8204417.500000 Penalty: 5306.294922
	Iteration 59Q: 3 clusters Score -8204418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8204430.500000 Penalty: 5306.294922
	Iteration 60F: 3 clusters Score -8204430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8204426.000000 Penalty: 5306.294922
	Iteration 61Q: 3 clusters Score -8204426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8204444.500000 Penalty: 5306.294922
	Iteration 62Q: 3 clusters Score -8204444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8204426.500000 Penalty: 5306.294922
	Iteration 63Q: 3 clusters Score -8204426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8204429.500000 Penalty: 5306.294922
	Iteration 64Q: 3 clusters Score -8204430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -8204437.500000 Penalty: 5306.294922
	Iteration 65Q: 3 clusters Score -8204438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8204424.000000 Penalty: 5306.294922
	Iteration 66Q: 3 clusters Score -8204424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8204426.500000 Penalty: 5306.294922
	Iteration 67Q: 3 clusters Score -8204426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8204419.000000 Penalty: 5306.294922
	Iteration 68Q: 3 clusters Score -8204419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8204417.000000 Penalty: 5306.294922
	Iteration 69Q: 3 clusters Score -8204417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8204427.500000 Penalty: 5306.294922
	Iteration 70Q: 3 clusters Score -8204428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8204425.000000 Penalty: 5306.294922
	Iteration 71Q: 3 clusters Score -8204425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8204438.500000 Penalty: 5306.294922
	Iteration 72Q: 3 clusters Score -8204438 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8204440.000000 Penalty: 5306.294922
	Iteration 73Q: 3 clusters Score -8204440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8204444.000000 Penalty: 5306.294922
	Iteration 74Q: 3 clusters Score -8204444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8204443.500000 Penalty: 5306.294922
	Iteration 75Q: 3 clusters Score -8204444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8204450.500000 Penalty: 5306.294922
	Iteration 76Q: 3 clusters Score -8204450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8204454.000000 Penalty: 5306.294922
	Iteration 77Q: 3 clusters Score -8204454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8204462.500000 Penalty: 5306.294922
	Iteration 78Q: 3 clusters Score -8204462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8204467.000000 Penalty: 5306.294922
	Iteration 79Q: 3 clusters Score -8204467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8204469.000000 Penalty: 5306.294922
	Iteration 80F: 3 clusters Score -8204469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8204470.000000 Penalty: 5306.294922
	Iteration 81Q: 3 clusters Score -8204470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8204480.000000 Penalty: 5306.294922
	Iteration 82Q: 3 clusters Score -8204480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8204473.500000 Penalty: 5306.294922
	Iteration 83Q: 3 clusters Score -8204474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8204470.500000 Penalty: 5306.294922
	Iteration 84Q: 3 clusters Score -8204470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -8204458.000000 Penalty: 5306.294922
	Iteration 85Q: 3 clusters Score -8204458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8204459.500000 Penalty: 5306.294922
	Iteration 86Q: 3 clusters Score -8204460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8204454.000000 Penalty: 5306.294922
	Iteration 87Q: 3 clusters Score -8204454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8204458.000000 Penalty: 5306.294922
	Iteration 88Q: 3 clusters Score -8204458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8204451.000000 Penalty: 5306.294922
	Iteration 89Q: 3 clusters Score -8204451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8204459.500000 Penalty: 5306.294922
	Iteration 90Q: 3 clusters Score -8204460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8204463.500000 Penalty: 5306.294922
	Iteration 91Q: 3 clusters Score -8204464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8204459.500000 Penalty: 5306.294922
	Iteration 92Q: 3 clusters Score -8204460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8204458.500000 Penalty: 5306.294922
	Iteration 93Q: 3 clusters Score -8204458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8204455.500000 Penalty: 5306.294922
	Iteration 94Q: 3 clusters Score -8204456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8204459.000000 Penalty: 5306.294922
	Iteration 95Q: 3 clusters Score -8204459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8204450.500000 Penalty: 5306.294922
	Iteration 96Q: 3 clusters Score -8204450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8204448.500000 Penalty: 5306.294922
	Iteration 97Q: 3 clusters Score -8204448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8204453.000000 Penalty: 5306.294922
	Iteration 98Q: 3 clusters Score -8204453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8204447.000000 Penalty: 5306.294922
	Iteration 99Q: 3 clusters Score -8204447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8204448.000000 Penalty: 5306.294922
	Iteration 100F: 3 clusters Score -8204448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8204439.500000 Penalty: 5306.294922
	Iteration 101Q: 3 clusters Score -8204440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8204440.500000 Penalty: 5306.294922
	Iteration 102Q: 3 clusters Score -8204440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8204439.500000 Penalty: 5306.294922
	Iteration 103Q: 3 clusters Score -8204440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8204442.000000 Penalty: 5306.294922
	Iteration 104Q: 3 clusters Score -8204442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8204441.000000 Penalty: 5306.294922
	Iteration 105Q: 3 clusters Score -8204441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8204440.500000 Penalty: 5306.294922
	Iteration 106Q: 3 clusters Score -8204440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8204442.500000 Penalty: 5306.294922
	Iteration 107Q: 3 clusters Score -8204442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8204442.500000 Penalty: 5306.294922
	Iteration 108Q: 3 clusters Score -8204442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8204448.500000 Penalty: 5306.294922
	Iteration 109Q: 3 clusters Score -8204448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8204451.000000 Penalty: 5306.294922
	Iteration 110Q: 3 clusters Score -8204451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8204444.000000 Penalty: 5306.294922
	Iteration 111Q: 3 clusters Score -8204444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8204452.500000 Penalty: 5306.294922
	Iteration 112Q: 3 clusters Score -8204452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8204449.500000 Penalty: 5306.294922
	Iteration 113Q: 3 clusters Score -8204450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8204443.500000 Penalty: 5306.294922
	Iteration 114Q: 3 clusters Score -8204444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8204447.000000 Penalty: 5306.294922
	Iteration 115Q: 3 clusters Score -8204447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8204435.500000 Penalty: 5306.294922
	Iteration 116Q: 3 clusters Score -8204436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8204442.000000 Penalty: 5306.294922
	Iteration 117Q: 3 clusters Score -8204442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8204441.500000 Penalty: 5306.294922
	Iteration 118Q: 3 clusters Score -8204442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8204435.500000 Penalty: 5306.294922
	Iteration 119Q: 3 clusters Score -8204436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8204435.500000 Penalty: 5306.294922
	Iteration 120F: 3 clusters Score -8204436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -79981.859375 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -79981.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -78800.242188 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -78800.24 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -79105.070312 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -79105.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -79346.203125 Penalty: 2931.755127
	Iteration 2F: 3 clusters Score -79346.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -79494.773438 Penalty: 2931.755127
	Iteration 3F: 3 clusters Score -79494.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -79619.812500 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -79619.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -79746.109375 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -79746.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -79836.656250 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -79836.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -79910.750000 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -79910.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -79951.304688 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -79951.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -79966.562500 Penalty: 2931.755127
	Iteration 9Q: 3 clusters Score -79966.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -79975.250000 Penalty: 2931.755127
	Iteration 10Q: 3 clusters Score -79975.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -80003.523438 Penalty: 2931.755127
	Iteration 11Q: 3 clusters Score -80003.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80009.789062 Penalty: 2931.755127
	Iteration 12Q: 3 clusters Score -80009.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -80009.789062 Penalty: 2931.755127
	Iteration 13F: 3 clusters Score -80009.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 43274 members 
Mstep: Class 3 contains 47069 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46095 members 
Mstep: Class 7 contains 42371 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42838 members 
Mstep: Class 11 contains 48585 members 
Mstep: Class 12 contains 44275 members 
Mstep: Class 13 contains 175 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46925 members 
Mstep: Class 16 contains 42632 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42167 members 
Mstep: Class 19 contains 27642 members 
Mstep: Class 20 contains 41303 members 
Mstep: Class 21 contains 44629 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36887 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46438 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 194 members 
Entering Unmasked Estep 
Score: -126937240.000000 Penalty: 93445.343750
Splitting cluster 13 changes total score from -126939192.000000 to -126937240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Entering Unmasked Estep 
Score: -138364.031250 Penalty: 1664.209717
	Iteration 0F: 2 clusters Score -138364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -136584.703125 Penalty: 3328.419434
	Iteration 0F: 3 clusters Score -136584.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -136867.296875 Penalty: 3328.419434
	Iteration 1F: 3 clusters Score -136867.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -136969.468750 Penalty: 3328.419434
	Iteration 2F: 3 clusters Score -136969.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -137054.109375 Penalty: 3328.419434
	Iteration 3F: 3 clusters Score -137054.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -137104.328125 Penalty: 3328.419434
	Iteration 4Q: 3 clusters Score -137104.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -137150.031250 Penalty: 3328.419434
	Iteration 5Q: 3 clusters Score -137150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -137211.250000 Penalty: 3328.419434
	Iteration 6Q: 3 clusters Score -137211.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -137257.531250 Penalty: 3328.419434
	Iteration 7Q: 3 clusters Score -137257.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -137331.468750 Penalty: 3328.419434
	Iteration 8Q: 3 clusters Score -137331.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -137410.812500 Penalty: 3328.419434
	Iteration 9Q: 3 clusters Score -137410.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -137515.468750 Penalty: 3328.419434
	Iteration 10Q: 3 clusters Score -137515.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -137594.765625 Penalty: 3328.419434
	Iteration 11Q: 3 clusters Score -137594.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -137614.796875 Penalty: 3328.419434
	Iteration 12Q: 3 clusters Score -137614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -137628.625000 Penalty: 3328.419434
	Iteration 13Q: 3 clusters Score -137628.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -137655.218750 Penalty: 3328.419434
	Iteration 14Q: 3 clusters Score -137655.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -137692.343750 Penalty: 3328.419434
	Iteration 15Q: 3 clusters Score -137692.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -137707.609375 Penalty: 3328.419434
	Iteration 16Q: 3 clusters Score -137707.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -137718.656250 Penalty: 3328.419434
	Iteration 17Q: 3 clusters Score -137718.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -137724.718750 Penalty: 3328.419434
	Iteration 18Q: 3 clusters Score -137724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -137730.656250 Penalty: 3328.419434
	Iteration 19Q: 3 clusters Score -137730.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -137736.375000 Penalty: 3328.419434
	Iteration 20F: 3 clusters Score -137736.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -137747.453125 Penalty: 3328.419434
	Iteration 21Q: 3 clusters Score -137747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -137750.671875 Penalty: 3328.419434
	Iteration 22Q: 3 clusters Score -137750.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -137752.218750 Penalty: 3328.419434
	Iteration 23Q: 3 clusters Score -137752.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -137754.390625 Penalty: 3328.419434
	Iteration 24Q: 3 clusters Score -137754.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -137757.265625 Penalty: 3328.419434
	Iteration 25Q: 3 clusters Score -137757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -137758.921875 Penalty: 3328.419434
	Iteration 26Q: 3 clusters Score -137758.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -137758.921875 Penalty: 3328.419434
	Iteration 27F: 3 clusters Score -137758.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Entering Unmasked Estep 
Score: -8705775.000000 Penalty: 2667.563721
	Iteration 0F: 2 clusters Score -8705775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -8675357.000000 Penalty: 5335.127441
	Iteration 0F: 3 clusters Score -8675357 nChanged 21638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -8687256.000000 Penalty: 5335.127441
	Iteration 1F: 3 clusters Score -8687256 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -8687773.000000 Penalty: 5335.127441
	Iteration 2Q: 3 clusters Score -8687773 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -8688213.000000 Penalty: 5335.127441
	Iteration 3Q: 3 clusters Score -8688213 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -8688738.000000 Penalty: 5335.127441
	Iteration 4Q: 3 clusters Score -8688738 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -8689405.000000 Penalty: 5335.127441
	Iteration 5Q: 3 clusters Score -8689405 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -8690303.000000 Penalty: 5335.127441
	Iteration 6Q: 3 clusters Score -8690303 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -8691671.000000 Penalty: 5335.127441
	Iteration 7F: 3 clusters Score -8691671 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -8693615.000000 Penalty: 5335.127441
	Iteration 8F: 3 clusters Score -8693615 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -8696314.000000 Penalty: 5335.127441
	Iteration 9F: 3 clusters Score -8696314 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -8698838.000000 Penalty: 5335.127441
	Iteration 10F: 3 clusters Score -8698838 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -8700345.000000 Penalty: 5335.127441
	Iteration 11Q: 3 clusters Score -8700345 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -8700923.000000 Penalty: 5335.127441
	Iteration 12Q: 3 clusters Score -8700923 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -8701180.000000 Penalty: 5335.127441
	Iteration 13Q: 3 clusters Score -8701180 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -8701325.000000 Penalty: 5335.127441
	Iteration 14Q: 3 clusters Score -8701325 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -8701447.000000 Penalty: 5335.127441
	Iteration 15Q: 3 clusters Score -8701447 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -8701594.000000 Penalty: 5335.127441
	Iteration 16Q: 3 clusters Score -8701594 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -8701726.000000 Penalty: 5335.127441
	Iteration 17Q: 3 clusters Score -8701726 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -8701843.000000 Penalty: 5335.127441
	Iteration 18Q: 3 clusters Score -8701843 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -8701987.000000 Penalty: 5335.127441
	Iteration 19Q: 3 clusters Score -8701987 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -8702068.000000 Penalty: 5335.127441
	Iteration 20F: 3 clusters Score -8702068 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -8702189.000000 Penalty: 5335.127441
	Iteration 21Q: 3 clusters Score -8702189 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -8702249.000000 Penalty: 5335.127441
	Iteration 22Q: 3 clusters Score -8702249 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -8702300.000000 Penalty: 5335.127441
	Iteration 23Q: 3 clusters Score -8702300 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -8702344.000000 Penalty: 5335.127441
	Iteration 24Q: 3 clusters Score -8702344 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -8702415.000000 Penalty: 5335.127441
	Iteration 25Q: 3 clusters Score -8702415 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -8702459.000000 Penalty: 5335.127441
	Iteration 26Q: 3 clusters Score -8702459 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -8702517.000000 Penalty: 5335.127441
	Iteration 27Q: 3 clusters Score -8702517 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -8702551.000000 Penalty: 5335.127441
	Iteration 28Q: 3 clusters Score -8702551 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -8702571.000000 Penalty: 5335.127441
	Iteration 29Q: 3 clusters Score -8702571 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -8702601.000000 Penalty: 5335.127441
	Iteration 30Q: 3 clusters Score -8702601 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -8702652.000000 Penalty: 5335.127441
	Iteration 31Q: 3 clusters Score -8702652 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -8702716.000000 Penalty: 5335.127441
	Iteration 32Q: 3 clusters Score -8702716 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -8702777.000000 Penalty: 5335.127441
	Iteration 33Q: 3 clusters Score -8702777 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -8702765.000000 Penalty: 5335.127441
	Iteration 34Q: 3 clusters Score -8702765 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -8702793.000000 Penalty: 5335.127441
	Iteration 35Q: 3 clusters Score -8702793 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -8702846.000000 Penalty: 5335.127441
	Iteration 36Q: 3 clusters Score -8702846 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -8702871.000000 Penalty: 5335.127441
	Iteration 37Q: 3 clusters Score -8702871 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -8702916.000000 Penalty: 5335.127441
	Iteration 38Q: 3 clusters Score -8702916 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -8702937.000000 Penalty: 5335.127441
	Iteration 39Q: 3 clusters Score -8702937 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -8702977.000000 Penalty: 5335.127441
	Iteration 40F: 3 clusters Score -8702977 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -8703008.000000 Penalty: 5335.127441
	Iteration 41Q: 3 clusters Score -8703008 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -8703058.000000 Penalty: 5335.127441
	Iteration 42Q: 3 clusters Score -8703058 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -8703081.000000 Penalty: 5335.127441
	Iteration 43Q: 3 clusters Score -8703081 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -8703140.000000 Penalty: 5335.127441
	Iteration 44Q: 3 clusters Score -8703140 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8703201.000000 Penalty: 5335.127441
	Iteration 45Q: 3 clusters Score -8703201 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -8703197.000000 Penalty: 5335.127441
	Iteration 46Q: 3 clusters Score -8703197 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -8703230.000000 Penalty: 5335.127441
	Iteration 47Q: 3 clusters Score -8703230 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -8703249.000000 Penalty: 5335.127441
	Iteration 48Q: 3 clusters Score -8703249 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -8703253.000000 Penalty: 5335.127441
	Iteration 49Q: 3 clusters Score -8703253 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -8703268.000000 Penalty: 5335.127441
	Iteration 50Q: 3 clusters Score -8703268 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -8703268.000000 Penalty: 5335.127441
	Iteration 51Q: 3 clusters Score -8703268 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -8703285.000000 Penalty: 5335.127441
	Iteration 52Q: 3 clusters Score -8703285 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8703293.000000 Penalty: 5335.127441
	Iteration 53Q: 3 clusters Score -8703293 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -8703315.000000 Penalty: 5335.127441
	Iteration 54Q: 3 clusters Score -8703315 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -8703329.000000 Penalty: 5335.127441
	Iteration 55Q: 3 clusters Score -8703329 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -8703350.000000 Penalty: 5335.127441
	Iteration 56Q: 3 clusters Score -8703350 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -8703368.000000 Penalty: 5335.127441
	Iteration 57Q: 3 clusters Score -8703368 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8703405.000000 Penalty: 5335.127441
	Iteration 58Q: 3 clusters Score -8703405 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -8703434.000000 Penalty: 5335.127441
	Iteration 59Q: 3 clusters Score -8703434 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -8703436.000000 Penalty: 5335.127441
	Iteration 60F: 3 clusters Score -8703436 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8703431.000000 Penalty: 5335.127441
	Iteration 61Q: 3 clusters Score -8703431 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -8703455.000000 Penalty: 5335.127441
	Iteration 62Q: 3 clusters Score -8703455 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8703433.000000 Penalty: 5335.127441
	Iteration 63Q: 3 clusters Score -8703433 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8703459.000000 Penalty: 5335.127441
	Iteration 64Q: 3 clusters Score -8703459 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -8703474.000000 Penalty: 5335.127441
	Iteration 65Q: 3 clusters Score -8703474 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8703471.000000 Penalty: 5335.127441
	Iteration 66Q: 3 clusters Score -8703471 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8703481.000000 Penalty: 5335.127441
	Iteration 67Q: 3 clusters Score -8703481 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8703505.000000 Penalty: 5335.127441
	Iteration 68Q: 3 clusters Score -8703505 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8703531.000000 Penalty: 5335.127441
	Iteration 69Q: 3 clusters Score -8703531 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8703525.000000 Penalty: 5335.127441
	Iteration 70Q: 3 clusters Score -8703525 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8703521.000000 Penalty: 5335.127441
	Iteration 71Q: 3 clusters Score -8703521 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8703535.000000 Penalty: 5335.127441
	Iteration 72Q: 3 clusters Score -8703535 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8703560.000000 Penalty: 5335.127441
	Iteration 73Q: 3 clusters Score -8703560 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8703560.000000 Penalty: 5335.127441
	Iteration 74Q: 3 clusters Score -8703560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8703575.000000 Penalty: 5335.127441
	Iteration 75Q: 3 clusters Score -8703575 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8703570.000000 Penalty: 5335.127441
	Iteration 76Q: 3 clusters Score -8703570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8703562.000000 Penalty: 5335.127441
	Iteration 77Q: 3 clusters Score -8703562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8703577.000000 Penalty: 5335.127441
	Iteration 78Q: 3 clusters Score -8703577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8703583.000000 Penalty: 5335.127441
	Iteration 79Q: 3 clusters Score -8703583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8703578.000000 Penalty: 5335.127441
	Iteration 80F: 3 clusters Score -8703578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8703576.000000 Penalty: 5335.127441
	Iteration 81Q: 3 clusters Score -8703576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8703571.000000 Penalty: 5335.127441
	Iteration 82Q: 3 clusters Score -8703571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8703579.000000 Penalty: 5335.127441
	Iteration 83Q: 3 clusters Score -8703579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8703577.000000 Penalty: 5335.127441
	Iteration 84Q: 3 clusters Score -8703577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8703580.000000 Penalty: 5335.127441
	Iteration 85Q: 3 clusters Score -8703580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8703578.000000 Penalty: 5335.127441
	Iteration 86Q: 3 clusters Score -8703578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8703581.000000 Penalty: 5335.127441
	Iteration 87Q: 3 clusters Score -8703581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8703593.000000 Penalty: 5335.127441
	Iteration 88Q: 3 clusters Score -8703593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8703606.000000 Penalty: 5335.127441
	Iteration 89Q: 3 clusters Score -8703606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8703606.000000 Penalty: 5335.127441
	Iteration 90Q: 3 clusters Score -8703606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8703601.000000 Penalty: 5335.127441
	Iteration 91Q: 3 clusters Score -8703601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8703597.000000 Penalty: 5335.127441
	Iteration 92Q: 3 clusters Score -8703597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8703595.000000 Penalty: 5335.127441
	Iteration 93Q: 3 clusters Score -8703595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8703595.000000 Penalty: 5335.127441
	Iteration 94Q: 3 clusters Score -8703595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8703595.000000 Penalty: 5335.127441
	Iteration 95Q: 3 clusters Score -8703595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8703590.000000 Penalty: 5335.127441
	Iteration 96Q: 3 clusters Score -8703590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8703584.000000 Penalty: 5335.127441
	Iteration 97Q: 3 clusters Score -8703584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8703590.000000 Penalty: 5335.127441
	Iteration 98Q: 3 clusters Score -8703590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8703594.000000 Penalty: 5335.127441
	Iteration 99Q: 3 clusters Score -8703594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8703597.000000 Penalty: 5335.127441
	Iteration 100F: 3 clusters Score -8703597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8703599.000000 Penalty: 5335.127441
	Iteration 101Q: 3 clusters Score -8703599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8703582.000000 Penalty: 5335.127441
	Iteration 102Q: 3 clusters Score -8703582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8703577.000000 Penalty: 5335.127441
	Iteration 103Q: 3 clusters Score -8703577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8703583.000000 Penalty: 5335.127441
	Iteration 104Q: 3 clusters Score -8703583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8703590.000000 Penalty: 5335.127441
	Iteration 105Q: 3 clusters Score -8703590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8703597.000000 Penalty: 5335.127441
	Iteration 106Q: 3 clusters Score -8703597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8703595.000000 Penalty: 5335.127441
	Iteration 107Q: 3 clusters Score -8703595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8703604.000000 Penalty: 5335.127441
	Iteration 108Q: 3 clusters Score -8703604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8703603.000000 Penalty: 5335.127441
	Iteration 109Q: 3 clusters Score -8703603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8703596.000000 Penalty: 5335.127441
	Iteration 110Q: 3 clusters Score -8703596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8703597.000000 Penalty: 5335.127441
	Iteration 111Q: 3 clusters Score -8703597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8703595.000000 Penalty: 5335.127441
	Iteration 112Q: 3 clusters Score -8703595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8703596.000000 Penalty: 5335.127441
	Iteration 113Q: 3 clusters Score -8703596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8703584.000000 Penalty: 5335.127441
	Iteration 114Q: 3 clusters Score -8703584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8703587.000000 Penalty: 5335.127441
	Iteration 115Q: 3 clusters Score -8703587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8703586.000000 Penalty: 5335.127441
	Iteration 116Q: 3 clusters Score -8703586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8703586.000000 Penalty: 5335.127441
	Iteration 117Q: 3 clusters Score -8703586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8703593.000000 Penalty: 5335.127441
	Iteration 118Q: 3 clusters Score -8703593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8703594.000000 Penalty: 5335.127441
	Iteration 119Q: 3 clusters Score -8703594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8703596.000000 Penalty: 5335.127441
	Iteration 120F: 3 clusters Score -8703596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8703596.000000 Penalty: 5335.127441
	Iteration 121Q: 3 clusters Score -8703596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8703597.000000 Penalty: 5335.127441
	Iteration 122Q: 3 clusters Score -8703597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8703594.000000 Penalty: 5335.127441
	Iteration 123Q: 3 clusters Score -8703594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8703596.000000 Penalty: 5335.127441
	Iteration 124Q: 3 clusters Score -8703596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8703590.000000 Penalty: 5335.127441
	Iteration 125Q: 3 clusters Score -8703590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8703587.000000 Penalty: 5335.127441
	Iteration 126Q: 3 clusters Score -8703587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8703595.000000 Penalty: 5335.127441
	Iteration 127Q: 3 clusters Score -8703595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8703601.000000 Penalty: 5335.127441
	Iteration 128Q: 3 clusters Score -8703601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8703599.000000 Penalty: 5335.127441
	Iteration 129Q: 3 clusters Score -8703599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8703598.000000 Penalty: 5335.127441
	Iteration 130Q: 3 clusters Score -8703598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8703598.000000 Penalty: 5335.127441
	Iteration 131F: 3 clusters Score -8703598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42632 members 
Entering Unmasked Estep 
Score: -7848605.500000 Penalty: 2643.769287
	Iteration 0F: 2 clusters Score -7848606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -7819997.000000 Penalty: 5287.538574
	Iteration 0F: 3 clusters Score -7819997 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -7830562.500000 Penalty: 5287.538574
	Iteration 1F: 3 clusters Score -7830562 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7831008 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -7831307.500000 Penalty: 5287.538574
	Iteration 3Q: 3 clusters Score -7831308 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -7831631.500000 Penalty: 5287.538574
	Iteration 4Q: 3 clusters Score -7831632 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -7831982.500000 Penalty: 5287.538574
	Iteration 5Q: 3 clusters Score -7831982 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -7832480.500000 Penalty: 5287.538574
	Iteration 6Q: 3 clusters Score -7832480 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -7833019.500000 Penalty: 5287.538574
	Iteration 7Q: 3 clusters Score -7833020 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -7833638.500000 Penalty: 5287.538574
	Iteration 8Q: 3 clusters Score -7833638 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -7834459.500000 Penalty: 5287.538574
	Iteration 9Q: 3 clusters Score -7834460 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -7835356.500000 Penalty: 5287.538574
	Iteration 10Q: 3 clusters Score -7835356 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -7836490.500000 Penalty: 5287.538574
	Iteration 11Q: 3 clusters Score -7836490 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -7838174.500000 Penalty: 5287.538574
	Iteration 12F: 3 clusters Score -7838174 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -7840254.000000 Penalty: 5287.538574
	Iteration 13F: 3 clusters Score -7840254 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -7842298.500000 Penalty: 5287.538574
	Iteration 14F: 3 clusters Score -7842298 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -7843449.500000 Penalty: 5287.538574
	Iteration 15Q: 3 clusters Score -7843450 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -7843986.000000 Penalty: 5287.538574
	Iteration 16Q: 3 clusters Score -7843986 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -7844372.000000 Penalty: 5287.538574
	Iteration 17Q: 3 clusters Score -7844372 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -7844657.500000 Penalty: 5287.538574
	Iteration 18Q: 3 clusters Score -7844658 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -7844876.500000 Penalty: 5287.538574
	Iteration 19Q: 3 clusters Score -7844876 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -7845095.500000 Penalty: 5287.538574
	Iteration 20F: 3 clusters Score -7845096 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -7845239.500000 Penalty: 5287.538574
	Iteration 21Q: 3 clusters Score -7845240 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -7845372.500000 Penalty: 5287.538574
	Iteration 22Q: 3 clusters Score -7845372 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -7845500.500000 Penalty: 5287.538574
	Iteration 23Q: 3 clusters Score -7845500 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -7845615.500000 Penalty: 5287.538574
	Iteration 24Q: 3 clusters Score -7845616 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -7845722.000000 Penalty: 5287.538574
	Iteration 25Q: 3 clusters Score -7845722 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -7845840.500000 Penalty: 5287.538574
	Iteration 26Q: 3 clusters Score -7845840 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -7845954.500000 Penalty: 5287.538574
	Iteration 27Q: 3 clusters Score -7845954 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -7846035.000000 Penalty: 5287.538574
	Iteration 28Q: 3 clusters Score -7846035 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -7846138.000000 Penalty: 5287.538574
	Iteration 29Q: 3 clusters Score -7846138 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -7846215.000000 Penalty: 5287.538574
	Iteration 30Q: 3 clusters Score -7846215 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -7846291.500000 Penalty: 5287.538574
	Iteration 31Q: 3 clusters Score -7846292 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -7846339.500000 Penalty: 5287.538574
	Iteration 32Q: 3 clusters Score -7846340 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -7846395.000000 Penalty: 5287.538574
	Iteration 33Q: 3 clusters Score -7846395 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -7846439.000000 Penalty: 5287.538574
	Iteration 34Q: 3 clusters Score -7846439 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -7846461.000000 Penalty: 5287.538574
	Iteration 35Q: 3 clusters Score -7846461 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -7846518.000000 Penalty: 5287.538574
	Iteration 36Q: 3 clusters Score -7846518 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -7846594.500000 Penalty: 5287.538574
	Iteration 37Q: 3 clusters Score -7846594 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -7846637.500000 Penalty: 5287.538574
	Iteration 38Q: 3 clusters Score -7846638 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -7846687.500000 Penalty: 5287.538574
	Iteration 39Q: 3 clusters Score -7846688 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7846744 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7846806 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -7846831.000000 Penalty: 5287.538574
	Iteration 42Q: 3 clusters Score -7846831 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -7846860.500000 Penalty: 5287.538574
	Iteration 43Q: 3 clusters Score -7846860 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -7846889.000000 Penalty: 5287.538574
	Iteration 44Q: 3 clusters Score -7846889 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -7846890.000000 Penalty: 5287.538574
	Iteration 45Q: 3 clusters Score -7846890 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -7846908.000000 Penalty: 5287.538574
	Iteration 46Q: 3 clusters Score -7846908 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -7846911.500000 Penalty: 5287.538574
	Iteration 47Q: 3 clusters Score -7846912 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -7846927.000000 Penalty: 5287.538574
	Iteration 48Q: 3 clusters Score -7846927 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -7846980.500000 Penalty: 5287.538574
	Iteration 49Q: 3 clusters Score -7846980 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -7846991.500000 Penalty: 5287.538574
	Iteration 50Q: 3 clusters Score -7846992 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -7847008.000000 Penalty: 5287.538574
	Iteration 51Q: 3 clusters Score -7847008 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -7847033.000000 Penalty: 5287.538574
	Iteration 52Q: 3 clusters Score -7847033 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -7847056.500000 Penalty: 5287.538574
	Iteration 53Q: 3 clusters Score -7847056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -7847067.500000 Penalty: 5287.538574
	Iteration 54Q: 3 clusters Score -7847068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -7847079.000000 Penalty: 5287.538574
	Iteration 55Q: 3 clusters Score -7847079 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -7847092.000000 Penalty: 5287.538574
	Iteration 56Q: 3 clusters Score -7847092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -7847089.000000 Penalty: 5287.538574
	Iteration 57Q: 3 clusters Score -7847089 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -7847105.500000 Penalty: 5287.538574
	Iteration 58Q: 3 clusters Score -7847106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -7847108.000000 Penalty: 5287.538574
	Iteration 59Q: 3 clusters Score -7847108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -7847111.500000 Penalty: 5287.538574
	Iteration 60F: 3 clusters Score -7847112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -7847115.500000 Penalty: 5287.538574
	Iteration 61Q: 3 clusters Score -7847116 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -7847121.500000 Penalty: 5287.538574
	Iteration 62Q: 3 clusters Score -7847122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -7847138.000000 Penalty: 5287.538574
	Iteration 63Q: 3 clusters Score -7847138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7847132.000000 Penalty: 5287.538574
	Iteration 64Q: 3 clusters Score -7847132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -7847139.000000 Penalty: 5287.538574
	Iteration 65Q: 3 clusters Score -7847139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -7847135.500000 Penalty: 5287.538574
	Iteration 66Q: 3 clusters Score -7847136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -7847139.500000 Penalty: 5287.538574
	Iteration 67Q: 3 clusters Score -7847140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -7847151.500000 Penalty: 5287.538574
	Iteration 68Q: 3 clusters Score -7847152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -7847153.500000 Penalty: 5287.538574
	Iteration 69Q: 3 clusters Score -7847154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -7847158.500000 Penalty: 5287.538574
	Iteration 70Q: 3 clusters Score -7847158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -7847164.000000 Penalty: 5287.538574
	Iteration 71Q: 3 clusters Score -7847164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -7847163.500000 Penalty: 5287.538574
	Iteration 72Q: 3 clusters Score -7847164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -7847167.000000 Penalty: 5287.538574
	Iteration 73Q: 3 clusters Score -7847167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -7847163.000000 Penalty: 5287.538574
	Iteration 74Q: 3 clusters Score -7847163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -7847161.500000 Penalty: 5287.538574
	Iteration 75Q: 3 clusters Score -7847162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -7847166.500000 Penalty: 5287.538574
	Iteration 76Q: 3 clusters Score -7847166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -7847160.500000 Penalty: 5287.538574
	Iteration 77Q: 3 clusters Score -7847160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -7847159.000000 Penalty: 5287.538574
	Iteration 78Q: 3 clusters Score -7847159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -7847157.500000 Penalty: 5287.538574
	Iteration 79Q: 3 clusters Score -7847158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -7847169.000000 Penalty: 5287.538574
	Iteration 80F: 3 clusters Score -7847169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -7847165.000000 Penalty: 5287.538574
	Iteration 81Q: 3 clusters Score -7847165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -7847164.000000 Penalty: 5287.538574
	Iteration 82Q: 3 clusters Score -7847164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -7847158.500000 Penalty: 5287.538574
	Iteration 83Q: 3 clusters Score -7847158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -7847151.000000 Penalty: 5287.538574
	Iteration 84Q: 3 clusters Score -7847151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -7847160.000000 Penalty: 5287.538574
	Iteration 85Q: 3 clusters Score -7847160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -7847164.500000 Penalty: 5287.538574
	Iteration 86Q: 3 clusters Score -7847164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7847175.000000 Penalty: 5287.538574
	Iteration 87Q: 3 clusters Score -7847175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -7847181.500000 Penalty: 5287.538574
	Iteration 88Q: 3 clusters Score -7847182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -7847177.000000 Penalty: 5287.538574
	Iteration 89Q: 3 clusters Score -7847177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -7847169.000000 Penalty: 5287.538574
	Iteration 90Q: 3 clusters Score -7847169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -7847172.000000 Penalty: 5287.538574
	Iteration 91Q: 3 clusters Score -7847172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -7847163.500000 Penalty: 5287.538574
	Iteration 92Q: 3 clusters Score -7847164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -7847167.500000 Penalty: 5287.538574
	Iteration 93Q: 3 clusters Score -7847168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -7847170.000000 Penalty: 5287.538574
	Iteration 94Q: 3 clusters Score -7847170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -7847173.000000 Penalty: 5287.538574
	Iteration 95Q: 3 clusters Score -7847173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -7847179.500000 Penalty: 5287.538574
	Iteration 96Q: 3 clusters Score -7847180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -7847173.000000 Penalty: 5287.538574
	Iteration 97Q: 3 clusters Score -7847173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -7847178.500000 Penalty: 5287.538574
	Iteration 98Q: 3 clusters Score -7847178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -7847184.000000 Penalty: 5287.538574
	Iteration 99Q: 3 clusters Score -7847184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -7847178.000000 Penalty: 5287.538574
	Iteration 100F: 3 clusters Score -7847178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -7847178.000000 Penalty: 5287.538574
	Iteration 101Q: 3 clusters Score -7847178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -7847177.000000 Penalty: 5287.538574
	Iteration 102Q: 3 clusters Score -7847177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -7847179.000000 Penalty: 5287.538574
	Iteration 103Q: 3 clusters Score -7847179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -7847178.500000 Penalty: 5287.538574
	Iteration 104Q: 3 clusters Score -7847178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -7847179.000000 Penalty: 5287.538574
	Iteration 105Q: 3 clusters Score -7847179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -7847185.500000 Penalty: 5287.538574
	Iteration 106Q: 3 clusters Score -7847186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -7847192.500000 Penalty: 5287.538574
	Iteration 107Q: 3 clusters Score -7847192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -7847202.500000 Penalty: 5287.538574
	Iteration 108Q: 3 clusters Score -7847202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -7847203.000000 Penalty: 5287.538574
	Iteration 109Q: 3 clusters Score -7847203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -7847206.000000 Penalty: 5287.538574
	Iteration 110Q: 3 clusters Score -7847206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -7847204.500000 Penalty: 5287.538574
	Iteration 111Q: 3 clusters Score -7847204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -7847209.000000 Penalty: 5287.538574
	Iteration 112Q: 3 clusters Score -7847209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -7847205.500000 Penalty: 5287.538574
	Iteration 113Q: 3 clusters Score -7847206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -7847202.000000 Penalty: 5287.538574
	Iteration 114Q: 3 clusters Score -7847202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -7847205.000000 Penalty: 5287.538574
	Iteration 115Q: 3 clusters Score -7847205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -7847204.000000 Penalty: 5287.538574
	Iteration 116Q: 3 clusters Score -7847204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -7847205.500000 Penalty: 5287.538574
	Iteration 117Q: 3 clusters Score -7847206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -7847210.000000 Penalty: 5287.538574
	Iteration 118Q: 3 clusters Score -7847210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -7847203.500000 Penalty: 5287.538574
	Iteration 119Q: 3 clusters Score -7847204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -7847209.500000 Penalty: 5287.538574
	Iteration 120F: 3 clusters Score -7847210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -7847207.500000 Penalty: 5287.538574
	Iteration 121Q: 3 clusters Score -7847208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -7847207.500000 Penalty: 5287.538574
	Iteration 122Q: 3 clusters Score -7847208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -7847219.500000 Penalty: 5287.538574
	Iteration 123Q: 3 clusters Score -7847220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -7847210.500000 Penalty: 5287.538574
	Iteration 124Q: 3 clusters Score -7847210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -7847211.000000 Penalty: 5287.538574
	Iteration 125Q: 3 clusters Score -7847211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -7847207.000000 Penalty: 5287.538574
	Iteration 126Q: 3 clusters Score -7847207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -7847201.000000 Penalty: 5287.538574
	Iteration 127Q: 3 clusters Score -7847201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -7847198.500000 Penalty: 5287.538574
	Iteration 128Q: 3 clusters Score -7847198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -7847200.500000 Penalty: 5287.538574
	Iteration 129Q: 3 clusters Score -7847200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -7847198.500000 Penalty: 5287.538574
	Iteration 130Q: 3 clusters Score -7847198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -7847198.500000 Penalty: 5287.538574
	Iteration 131F: 3 clusters Score -7847198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -67670.398438 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -67670.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66196.734375 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -66196.73 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66453.789062 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -66453.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66545.820312 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -66545.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66616.523438 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -66616.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66672.507812 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -66672.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66723.882812 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -66723.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66751.625000 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -66751.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66757.796875 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -66757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66771.531250 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -66771.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66781.906250 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -66781.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66798.687500 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -66798.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66801.679688 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -66801.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66802.039062 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -66802.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66803.179688 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -66803.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66804.929688 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -66804.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66804.929688 Penalty: 3089.341309
	Iteration 15F: 3 clusters Score -66804.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Entering Unmasked Estep 
Score: -7823032.000000 Penalty: 2641.049561
	Iteration 0F: 2 clusters Score -7823032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -7794881.000000 Penalty: 5282.099121
	Iteration 0F: 3 clusters Score -7794881 nChanged 19371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -7805347.500000 Penalty: 5282.099121
	Iteration 1F: 3 clusters Score -7805348 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -7805797.000000 Penalty: 5282.099121
	Iteration 2Q: 3 clusters Score -7805797 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -7806146.000000 Penalty: 5282.099121
	Iteration 3Q: 3 clusters Score -7806146 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -7806449.000000 Penalty: 5282.099121
	Iteration 4Q: 3 clusters Score -7806449 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -7806711.000000 Penalty: 5282.099121
	Iteration 5Q: 3 clusters Score -7806711 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -7806930.000000 Penalty: 5282.099121
	Iteration 6Q: 3 clusters Score -7806930 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -7807120.000000 Penalty: 5282.099121
	Iteration 7Q: 3 clusters Score -7807120 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -7807324.500000 Penalty: 5282.099121
	Iteration 8Q: 3 clusters Score -7807324 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -7807545.000000 Penalty: 5282.099121
	Iteration 9Q: 3 clusters Score -7807545 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -7807738.000000 Penalty: 5282.099121
	Iteration 10Q: 3 clusters Score -7807738 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -7807972.000000 Penalty: 5282.099121
	Iteration 11Q: 3 clusters Score -7807972 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -7808358.000000 Penalty: 5282.099121
	Iteration 12Q: 3 clusters Score -7808358 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -7808860.500000 Penalty: 5282.099121
	Iteration 13Q: 3 clusters Score -7808860 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -7809581.000000 Penalty: 5282.099121
	Iteration 14Q: 3 clusters Score -7809581 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -7810649.000000 Penalty: 5282.099121
	Iteration 15Q: 3 clusters Score -7810649 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -7811893.500000 Penalty: 5282.099121
	Iteration 16Q: 3 clusters Score -7811894 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -7813293.500000 Penalty: 5282.099121
	Iteration 17Q: 3 clusters Score -7813294 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -7814586.000000 Penalty: 5282.099121
	Iteration 18Q: 3 clusters Score -7814586 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -7815486.000000 Penalty: 5282.099121
	Iteration 19Q: 3 clusters Score -7815486 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -7816103.000000 Penalty: 5282.099121
	Iteration 20F: 3 clusters Score -7816103 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -7816530.000000 Penalty: 5282.099121
	Iteration 21Q: 3 clusters Score -7816530 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -7816964.500000 Penalty: 5282.099121
	Iteration 22Q: 3 clusters Score -7816964 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -7817370.000000 Penalty: 5282.099121
	Iteration 23Q: 3 clusters Score -7817370 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -7817779.500000 Penalty: 5282.099121
	Iteration 24Q: 3 clusters Score -7817780 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -7818142.500000 Penalty: 5282.099121
	Iteration 25Q: 3 clusters Score -7818142 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -7818484.000000 Penalty: 5282.099121
	Iteration 26Q: 3 clusters Score -7818484 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -7818800.000000 Penalty: 5282.099121
	Iteration 27Q: 3 clusters Score -7818800 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -7819067.000000 Penalty: 5282.099121
	Iteration 28Q: 3 clusters Score -7819067 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -7819330.500000 Penalty: 5282.099121
	Iteration 29Q: 3 clusters Score -7819330 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -7819559.500000 Penalty: 5282.099121
	Iteration 30Q: 3 clusters Score -7819560 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -7819708.500000 Penalty: 5282.099121
	Iteration 31Q: 3 clusters Score -7819708 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -7819820.000000 Penalty: 5282.099121
	Iteration 32Q: 3 clusters Score -7819820 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -7819935.000000 Penalty: 5282.099121
	Iteration 33Q: 3 clusters Score -7819935 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -7820045.500000 Penalty: 5282.099121
	Iteration 34Q: 3 clusters Score -7820046 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -7820105.000000 Penalty: 5282.099121
	Iteration 35Q: 3 clusters Score -7820105 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -7820165.500000 Penalty: 5282.099121
	Iteration 36Q: 3 clusters Score -7820166 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -7820214.000000 Penalty: 5282.099121
	Iteration 37Q: 3 clusters Score -7820214 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -7820250.000000 Penalty: 5282.099121
	Iteration 38Q: 3 clusters Score -7820250 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38948 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -7820284.500000 Penalty: 5282.099121
	Iteration 39Q: 3 clusters Score -7820284 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -7820324.500000 Penalty: 5282.099121
	Iteration 40F: 3 clusters Score -7820324 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7820345.500000 Penalty: 5282.099121
	Iteration 41Q: 3 clusters Score -7820346 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7820388.000000 Penalty: 5282.099121
	Iteration 42Q: 3 clusters Score -7820388 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -7820422.000000 Penalty: 5282.099121
	Iteration 43Q: 3 clusters Score -7820422 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7820460.000000 Penalty: 5282.099121
	Iteration 44Q: 3 clusters Score -7820460 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -7820473.500000 Penalty: 5282.099121
	Iteration 45Q: 3 clusters Score -7820474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -7820497.000000 Penalty: 5282.099121
	Iteration 46Q: 3 clusters Score -7820497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -7820530.500000 Penalty: 5282.099121
	Iteration 47Q: 3 clusters Score -7820530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7820548.500000 Penalty: 5282.099121
	Iteration 48Q: 3 clusters Score -7820548 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -7820542.500000 Penalty: 5282.099121
	Iteration 49Q: 3 clusters Score -7820542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7820547.500000 Penalty: 5282.099121
	Iteration 50Q: 3 clusters Score -7820548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7820550.000000 Penalty: 5282.099121
	Iteration 51Q: 3 clusters Score -7820550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7820567.000000 Penalty: 5282.099121
	Iteration 52Q: 3 clusters Score -7820567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7820574.500000 Penalty: 5282.099121
	Iteration 53Q: 3 clusters Score -7820574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7820581.500000 Penalty: 5282.099121
	Iteration 54Q: 3 clusters Score -7820582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7820588.000000 Penalty: 5282.099121
	Iteration 55Q: 3 clusters Score -7820588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7820579.000000 Penalty: 5282.099121
	Iteration 56Q: 3 clusters Score -7820579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7820591.000000 Penalty: 5282.099121
	Iteration 57Q: 3 clusters Score -7820591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7820579.000000 Penalty: 5282.099121
	Iteration 58Q: 3 clusters Score -7820579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -7820582.500000 Penalty: 5282.099121
	Iteration 59Q: 3 clusters Score -7820582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -7820580.000000 Penalty: 5282.099121
	Iteration 60F: 3 clusters Score -7820580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -7820571.000000 Penalty: 5282.099121
	Iteration 61Q: 3 clusters Score -7820571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7820578.500000 Penalty: 5282.099121
	Iteration 62Q: 3 clusters Score -7820578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7820577.000000 Penalty: 5282.099121
	Iteration 63Q: 3 clusters Score -7820577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7820587.000000 Penalty: 5282.099121
	Iteration 64Q: 3 clusters Score -7820587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7820574.500000 Penalty: 5282.099121
	Iteration 65Q: 3 clusters Score -7820574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7820583.000000 Penalty: 5282.099121
	Iteration 66Q: 3 clusters Score -7820583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7820581.000000 Penalty: 5282.099121
	Iteration 67Q: 3 clusters Score -7820581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7820576.000000 Penalty: 5282.099121
	Iteration 68Q: 3 clusters Score -7820576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7820578.000000 Penalty: 5282.099121
	Iteration 69Q: 3 clusters Score -7820578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7820575.000000 Penalty: 5282.099121
	Iteration 70Q: 3 clusters Score -7820575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7820574.000000 Penalty: 5282.099121
	Iteration 71Q: 3 clusters Score -7820574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7820575.000000 Penalty: 5282.099121
	Iteration 72Q: 3 clusters Score -7820575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7820577.500000 Penalty: 5282.099121
	Iteration 73Q: 3 clusters Score -7820578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -7820578.000000 Penalty: 5282.099121
	Iteration 74Q: 3 clusters Score -7820578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7820585.500000 Penalty: 5282.099121
	Iteration 75Q: 3 clusters Score -7820586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7820588.000000 Penalty: 5282.099121
	Iteration 76Q: 3 clusters Score -7820588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7820584.000000 Penalty: 5282.099121
	Iteration 77Q: 3 clusters Score -7820584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7820589.500000 Penalty: 5282.099121
	Iteration 78Q: 3 clusters Score -7820590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7820589.000000 Penalty: 5282.099121
	Iteration 79Q: 3 clusters Score -7820589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7820594.000000 Penalty: 5282.099121
	Iteration 80F: 3 clusters Score -7820594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -7820588.000000 Penalty: 5282.099121
	Iteration 81Q: 3 clusters Score -7820588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7820590.500000 Penalty: 5282.099121
	Iteration 82Q: 3 clusters Score -7820590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7820592.500000 Penalty: 5282.099121
	Iteration 83Q: 3 clusters Score -7820592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -7820586.500000 Penalty: 5282.099121
	Iteration 84Q: 3 clusters Score -7820586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7820580.000000 Penalty: 5282.099121
	Iteration 85Q: 3 clusters Score -7820580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7820582.500000 Penalty: 5282.099121
	Iteration 86Q: 3 clusters Score -7820582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7820581.000000 Penalty: 5282.099121
	Iteration 87Q: 3 clusters Score -7820581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7820581.000000 Penalty: 5282.099121
	Iteration 88F: 3 clusters Score -7820581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Entering Unmasked Estep 
Score: -4960463.500000 Penalty: 2536.318848
	Iteration 0F: 2 clusters Score -4960464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -4941507.000000 Penalty: 5072.637695
	Iteration 0F: 3 clusters Score -4941507 nChanged 12307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -4948099.500000 Penalty: 5072.637695
	Iteration 1F: 3 clusters Score -4948100 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -4948431.500000 Penalty: 5072.637695
	Iteration 2Q: 3 clusters Score -4948432 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -4948755.500000 Penalty: 5072.637695
	Iteration 3Q: 3 clusters Score -4948756 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4948986.500000 Penalty: 5072.637695
	Iteration 4Q: 3 clusters Score -4948986 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -4949199.500000 Penalty: 5072.637695
	Iteration 5Q: 3 clusters Score -4949200 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -4949400.000000 Penalty: 5072.637695
	Iteration 6Q: 3 clusters Score -4949400 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -4949597.500000 Penalty: 5072.637695
	Iteration 7Q: 3 clusters Score -4949598 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -4949752.000000 Penalty: 5072.637695
	Iteration 8Q: 3 clusters Score -4949752 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -4949947.000000 Penalty: 5072.637695
	Iteration 9Q: 3 clusters Score -4949947 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -4950173.000000 Penalty: 5072.637695
	Iteration 10Q: 3 clusters Score -4950173 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -4950462.500000 Penalty: 5072.637695
	Iteration 11Q: 3 clusters Score -4950462 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -4950885.000000 Penalty: 5072.637695
	Iteration 12Q: 3 clusters Score -4950885 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -4951466.500000 Penalty: 5072.637695
	Iteration 13Q: 3 clusters Score -4951466 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -4952277.000000 Penalty: 5072.637695
	Iteration 14Q: 3 clusters Score -4952277 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -4953248.500000 Penalty: 5072.637695
	Iteration 15Q: 3 clusters Score -4953248 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -4954224.500000 Penalty: 5072.637695
	Iteration 16Q: 3 clusters Score -4954224 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -4955140.000000 Penalty: 5072.637695
	Iteration 17Q: 3 clusters Score -4955140 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4955940.500000 Penalty: 5072.637695
	Iteration 18Q: 3 clusters Score -4955940 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -4956498.500000 Penalty: 5072.637695
	Iteration 19Q: 3 clusters Score -4956498 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -4956971.000000 Penalty: 5072.637695
	Iteration 20F: 3 clusters Score -4956971 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4957318.500000 Penalty: 5072.637695
	Iteration 21Q: 3 clusters Score -4957318 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4957585.500000 Penalty: 5072.637695
	Iteration 22Q: 3 clusters Score -4957586 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4957758.000000 Penalty: 5072.637695
	Iteration 23Q: 3 clusters Score -4957758 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4957885.000000 Penalty: 5072.637695
	Iteration 24Q: 3 clusters Score -4957885 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4957993.500000 Penalty: 5072.637695
	Iteration 25Q: 3 clusters Score -4957994 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4958095.500000 Penalty: 5072.637695
	Iteration 26Q: 3 clusters Score -4958096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4958163.500000 Penalty: 5072.637695
	Iteration 27Q: 3 clusters Score -4958164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4958220.500000 Penalty: 5072.637695
	Iteration 28Q: 3 clusters Score -4958220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4958267.500000 Penalty: 5072.637695
	Iteration 29Q: 3 clusters Score -4958268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4958298.500000 Penalty: 5072.637695
	Iteration 30Q: 3 clusters Score -4958298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4958324.500000 Penalty: 5072.637695
	Iteration 31Q: 3 clusters Score -4958324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4958337.500000 Penalty: 5072.637695
	Iteration 32Q: 3 clusters Score -4958338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4958359.500000 Penalty: 5072.637695
	Iteration 33Q: 3 clusters Score -4958360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4958376.000000 Penalty: 5072.637695
	Iteration 34Q: 3 clusters Score -4958376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4958382.500000 Penalty: 5072.637695
	Iteration 35Q: 3 clusters Score -4958382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4958390.000000 Penalty: 5072.637695
	Iteration 36Q: 3 clusters Score -4958390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4958402.000000 Penalty: 5072.637695
	Iteration 37Q: 3 clusters Score -4958402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4958404.500000 Penalty: 5072.637695
	Iteration 38Q: 3 clusters Score -4958404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4958407.500000 Penalty: 5072.637695
	Iteration 39Q: 3 clusters Score -4958408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4958411.500000 Penalty: 5072.637695
	Iteration 40F: 3 clusters Score -4958412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4958409.500000 Penalty: 5072.637695
	Iteration 41Q: 3 clusters Score -4958410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4958412.000000 Penalty: 5072.637695
	Iteration 42Q: 3 clusters Score -4958412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4958412.500000 Penalty: 5072.637695
	Iteration 43Q: 3 clusters Score -4958412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4958415.000000 Penalty: 5072.637695
	Iteration 44Q: 3 clusters Score -4958415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -4958419.500000 Penalty: 5072.637695
	Iteration 45Q: 3 clusters Score -4958420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4958423.500000 Penalty: 5072.637695
	Iteration 46Q: 3 clusters Score -4958424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4958422.000000 Penalty: 5072.637695
	Iteration 47Q: 3 clusters Score -4958422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4958428.500000 Penalty: 5072.637695
	Iteration 48Q: 3 clusters Score -4958428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4958427.500000 Penalty: 5072.637695
	Iteration 49Q: 3 clusters Score -4958428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4958424.000000 Penalty: 5072.637695
	Iteration 50Q: 3 clusters Score -4958424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4958429.500000 Penalty: 5072.637695
	Iteration 51Q: 3 clusters Score -4958430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4958428.500000 Penalty: 5072.637695
	Iteration 52Q: 3 clusters Score -4958428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4958428.500000 Penalty: 5072.637695
	Iteration 53Q: 3 clusters Score -4958428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4958433.000000 Penalty: 5072.637695
	Iteration 54Q: 3 clusters Score -4958433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4958433.000000 Penalty: 5072.637695
	Iteration 55Q: 3 clusters Score -4958433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4958433.000000 Penalty: 5072.637695
	Iteration 56Q: 3 clusters Score -4958433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4958429.000000 Penalty: 5072.637695
	Iteration 57Q: 3 clusters Score -4958429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4958433.500000 Penalty: 5072.637695
	Iteration 58Q: 3 clusters Score -4958434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4958437.500000 Penalty: 5072.637695
	Iteration 59Q: 3 clusters Score -4958438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4958445.500000 Penalty: 5072.637695
	Iteration 60F: 3 clusters Score -4958446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4958440.500000 Penalty: 5072.637695
	Iteration 61Q: 3 clusters Score -4958440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4958444.000000 Penalty: 5072.637695
	Iteration 62Q: 3 clusters Score -4958444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4958444.000000 Penalty: 5072.637695
	Iteration 63F: 3 clusters Score -4958444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Entering Unmasked Estep 
Score: -7606148.000000 Penalty: 2635.915283
	Iteration 0F: 2 clusters Score -7606148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -7578508.000000 Penalty: 5271.830566
	Iteration 0F: 3 clusters Score -7578508 nChanged 18929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -7588746.000000 Penalty: 5271.830566
	Iteration 1F: 3 clusters Score -7588746 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -7589329.000000 Penalty: 5271.830566
	Iteration 2Q: 3 clusters Score -7589329 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -7589994.500000 Penalty: 5271.830566
	Iteration 3Q: 3 clusters Score -7589994 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -7590917.000000 Penalty: 5271.830566
	Iteration 4Q: 3 clusters Score -7590917 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -7592034.000000 Penalty: 5271.830566
	Iteration 5Q: 3 clusters Score -7592034 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -7593267.500000 Penalty: 5271.830566
	Iteration 6Q: 3 clusters Score -7593268 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -7594617.500000 Penalty: 5271.830566
	Iteration 7Q: 3 clusters Score -7594618 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -7595909.000000 Penalty: 5271.830566
	Iteration 8Q: 3 clusters Score -7595909 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -7597156.500000 Penalty: 5271.830566
	Iteration 9Q: 3 clusters Score -7597156 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -7598148.000000 Penalty: 5271.830566
	Iteration 10Q: 3 clusters Score -7598148 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -7598887.500000 Penalty: 5271.830566
	Iteration 11Q: 3 clusters Score -7598888 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -7599493.000000 Penalty: 5271.830566
	Iteration 12Q: 3 clusters Score -7599493 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -7599929.500000 Penalty: 5271.830566
	Iteration 13Q: 3 clusters Score -7599930 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -7600230.000000 Penalty: 5271.830566
	Iteration 14Q: 3 clusters Score -7600230 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -7600564.000000 Penalty: 5271.830566
	Iteration 15Q: 3 clusters Score -7600564 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -7600870.500000 Penalty: 5271.830566
	Iteration 16Q: 3 clusters Score -7600870 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -7601159.000000 Penalty: 5271.830566
	Iteration 17Q: 3 clusters Score -7601159 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -7601433.500000 Penalty: 5271.830566
	Iteration 18Q: 3 clusters Score -7601434 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -7601680.000000 Penalty: 5271.830566
	Iteration 19Q: 3 clusters Score -7601680 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -7601957.500000 Penalty: 5271.830566
	Iteration 20F: 3 clusters Score -7601958 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -7602224.500000 Penalty: 5271.830566
	Iteration 21Q: 3 clusters Score -7602224 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -7602452.500000 Penalty: 5271.830566
	Iteration 22Q: 3 clusters Score -7602452 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -7602658.500000 Penalty: 5271.830566
	Iteration 23Q: 3 clusters Score -7602658 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -7602832.000000 Penalty: 5271.830566
	Iteration 24Q: 3 clusters Score -7602832 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -7602978.500000 Penalty: 5271.830566
	Iteration 25Q: 3 clusters Score -7602978 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -7603128.000000 Penalty: 5271.830566
	Iteration 26Q: 3 clusters Score -7603128 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -7603232.500000 Penalty: 5271.830566
	Iteration 27Q: 3 clusters Score -7603232 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -7603369.000000 Penalty: 5271.830566
	Iteration 28Q: 3 clusters Score -7603369 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -7603438.000000 Penalty: 5271.830566
	Iteration 29Q: 3 clusters Score -7603438 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -7603520.500000 Penalty: 5271.830566
	Iteration 30Q: 3 clusters Score -7603520 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -7603592.000000 Penalty: 5271.830566
	Iteration 31Q: 3 clusters Score -7603592 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -7603624.500000 Penalty: 5271.830566
	Iteration 32Q: 3 clusters Score -7603624 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -7603648.500000 Penalty: 5271.830566
	Iteration 33Q: 3 clusters Score -7603648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -7603695.000000 Penalty: 5271.830566
	Iteration 34Q: 3 clusters Score -7603695 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -7603749.000000 Penalty: 5271.830566
	Iteration 35Q: 3 clusters Score -7603749 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -7603761.000000 Penalty: 5271.830566
	Iteration 36Q: 3 clusters Score -7603761 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -7603777.500000 Penalty: 5271.830566
	Iteration 37Q: 3 clusters Score -7603778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -7603794.500000 Penalty: 5271.830566
	Iteration 38Q: 3 clusters Score -7603794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -7603798.000000 Penalty: 5271.830566
	Iteration 39Q: 3 clusters Score -7603798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -7603811.500000 Penalty: 5271.830566
	Iteration 40F: 3 clusters Score -7603812 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -7603822.500000 Penalty: 5271.830566
	Iteration 41Q: 3 clusters Score -7603822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -7603821.000000 Penalty: 5271.830566
	Iteration 42Q: 3 clusters Score -7603821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -7603823.500000 Penalty: 5271.830566
	Iteration 43Q: 3 clusters Score -7603824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -7603837.500000 Penalty: 5271.830566
	Iteration 44Q: 3 clusters Score -7603838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -7603844.500000 Penalty: 5271.830566
	Iteration 45Q: 3 clusters Score -7603844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -7603845.500000 Penalty: 5271.830566
	Iteration 46Q: 3 clusters Score -7603846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -7603856.500000 Penalty: 5271.830566
	Iteration 47Q: 3 clusters Score -7603856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -7603867.000000 Penalty: 5271.830566
	Iteration 48Q: 3 clusters Score -7603867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -7603873.500000 Penalty: 5271.830566
	Iteration 49Q: 3 clusters Score -7603874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -7603871.500000 Penalty: 5271.830566
	Iteration 50Q: 3 clusters Score -7603872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -7603875.000000 Penalty: 5271.830566
	Iteration 51Q: 3 clusters Score -7603875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -7603877.500000 Penalty: 5271.830566
	Iteration 52Q: 3 clusters Score -7603878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -7603883.000000 Penalty: 5271.830566
	Iteration 53Q: 3 clusters Score -7603883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -7603883.000000 Penalty: 5271.830566
	Iteration 54F: 3 clusters Score -7603883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Entering Unmasked Estep 
Score: -8226422.500000 Penalty: 2655.122559
	Iteration 0F: 2 clusters Score -8226422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -8196660.500000 Penalty: 5310.245117
	Iteration 0F: 3 clusters Score -8196660 nChanged 20575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -8208064.500000 Penalty: 5310.245117
	Iteration 1F: 3 clusters Score -8208064 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -8208727.500000 Penalty: 5310.245117
	Iteration 2Q: 3 clusters Score -8208728 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -8209468.000000 Penalty: 5310.245117
	Iteration 3Q: 3 clusters Score -8209468 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -8210388.000000 Penalty: 5310.245117
	Iteration 4Q: 3 clusters Score -8210388 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -8211398.000000 Penalty: 5310.245117
	Iteration 5Q: 3 clusters Score -8211398 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -8212599.000000 Penalty: 5310.245117
	Iteration 6F: 3 clusters Score -8212599 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -8213991.500000 Penalty: 5310.245117
	Iteration 7F: 3 clusters Score -8213992 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -8215522.500000 Penalty: 5310.245117
	Iteration 8F: 3 clusters Score -8215522 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -8217047.000000 Penalty: 5310.245117
	Iteration 9F: 3 clusters Score -8217047 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -8218282.000000 Penalty: 5310.245117
	Iteration 10F: 3 clusters Score -8218282 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -8219022.000000 Penalty: 5310.245117
	Iteration 11Q: 3 clusters Score -8219022 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -8219337.500000 Penalty: 5310.245117
	Iteration 12Q: 3 clusters Score -8219338 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -8219483.500000 Penalty: 5310.245117
	Iteration 13Q: 3 clusters Score -8219484 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -8219592.000000 Penalty: 5310.245117
	Iteration 14Q: 3 clusters Score -8219592 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -8219672.500000 Penalty: 5310.245117
	Iteration 15Q: 3 clusters Score -8219672 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -8219740.000000 Penalty: 5310.245117
	Iteration 16Q: 3 clusters Score -8219740 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -8219758.500000 Penalty: 5310.245117
	Iteration 17Q: 3 clusters Score -8219758 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -8219783.500000 Penalty: 5310.245117
	Iteration 18Q: 3 clusters Score -8219784 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -8219799.500000 Penalty: 5310.245117
	Iteration 19Q: 3 clusters Score -8219800 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -8219854.000000 Penalty: 5310.245117
	Iteration 20F: 3 clusters Score -8219854 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -8219878.500000 Penalty: 5310.245117
	Iteration 21Q: 3 clusters Score -8219878 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -8219909.500000 Penalty: 5310.245117
	Iteration 22Q: 3 clusters Score -8219910 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -8219919.500000 Penalty: 5310.245117
	Iteration 23Q: 3 clusters Score -8219920 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -8219948.500000 Penalty: 5310.245117
	Iteration 24Q: 3 clusters Score -8219948 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -8219973.500000 Penalty: 5310.245117
	Iteration 25Q: 3 clusters Score -8219974 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -8219984.500000 Penalty: 5310.245117
	Iteration 26Q: 3 clusters Score -8219984 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -8220031.500000 Penalty: 5310.245117
	Iteration 27Q: 3 clusters Score -8220032 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -8220039.500000 Penalty: 5310.245117
	Iteration 28Q: 3 clusters Score -8220040 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -8220028.500000 Penalty: 5310.245117
	Iteration 29Q: 3 clusters Score -8220028 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -8220056.000000 Penalty: 5310.245117
	Iteration 30Q: 3 clusters Score -8220056 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -8220074.500000 Penalty: 5310.245117
	Iteration 31Q: 3 clusters Score -8220074 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -8220099.000000 Penalty: 5310.245117
	Iteration 32Q: 3 clusters Score -8220099 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -8220088.500000 Penalty: 5310.245117
	Iteration 33Q: 3 clusters Score -8220088 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -8220082.500000 Penalty: 5310.245117
	Iteration 34Q: 3 clusters Score -8220082 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -8220074.000000 Penalty: 5310.245117
	Iteration 35Q: 3 clusters Score -8220074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -8220081.500000 Penalty: 5310.245117
	Iteration 36Q: 3 clusters Score -8220082 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -8220093.500000 Penalty: 5310.245117
	Iteration 37Q: 3 clusters Score -8220094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -8220094.500000 Penalty: 5310.245117
	Iteration 38Q: 3 clusters Score -8220094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -8220103.500000 Penalty: 5310.245117
	Iteration 39Q: 3 clusters Score -8220104 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -8220126.500000 Penalty: 5310.245117
	Iteration 40F: 3 clusters Score -8220126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -8220131.000000 Penalty: 5310.245117
	Iteration 41Q: 3 clusters Score -8220131 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -8220142.500000 Penalty: 5310.245117
	Iteration 42Q: 3 clusters Score -8220142 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -8220136.500000 Penalty: 5310.245117
	Iteration 43Q: 3 clusters Score -8220136 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -8220126.000000 Penalty: 5310.245117
	Iteration 44Q: 3 clusters Score -8220126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -8220138.500000 Penalty: 5310.245117
	Iteration 45Q: 3 clusters Score -8220138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -8220127.500000 Penalty: 5310.245117
	Iteration 46Q: 3 clusters Score -8220128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -8220131.500000 Penalty: 5310.245117
	Iteration 47Q: 3 clusters Score -8220132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -8220144.500000 Penalty: 5310.245117
	Iteration 48Q: 3 clusters Score -8220144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -8220166.500000 Penalty: 5310.245117
	Iteration 49Q: 3 clusters Score -8220166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -8220160.500000 Penalty: 5310.245117
	Iteration 50Q: 3 clusters Score -8220160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8220160 nChanged 29
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8220168 nChanged 24
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8220172 nChanged 18
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	Iteration 54Q: 3 clusters Score -8220168 nChanged 19
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	Iteration 55Q: 3 clusters Score -8220168 nChanged 20
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	Iteration 56Q: 3 clusters Score -8220166 nChanged 15
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	Iteration 57Q: 3 clusters Score -8220170 nChanged 18
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	Iteration 58Q: 3 clusters Score -8220179 nChanged 19
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	Iteration 59Q: 3 clusters Score -8220164 nChanged 19
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	Iteration 60F: 3 clusters Score -8220171 nChanged 25
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	Iteration 61Q: 3 clusters Score -8220176 nChanged 24
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	Iteration 62Q: 3 clusters Score -8220171 nChanged 17
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	Iteration 63Q: 3 clusters Score -8220162 nChanged 14
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	Iteration 64Q: 3 clusters Score -8220158 nChanged 16
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	Iteration 65Q: 3 clusters Score -8220166 nChanged 15
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	Iteration 66Q: 3 clusters Score -8220143 nChanged 19
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	Iteration 67Q: 3 clusters Score -8220150 nChanged 25
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	Iteration 68Q: 3 clusters Score -8220166 nChanged 25
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	Iteration 69Q: 3 clusters Score -8220162 nChanged 31
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	Iteration 70Q: 3 clusters Score -8220167 nChanged 29
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	Iteration 71Q: 3 clusters Score -8220164 nChanged 37
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	Iteration 72Q: 3 clusters Score -8220173 nChanged 37
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	Iteration 73Q: 3 clusters Score -8220181 nChanged 36
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	Iteration 74Q: 3 clusters Score -8220192 nChanged 34
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	Iteration 76Q: 3 clusters Score -8220178 nChanged 27
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	Iteration 77Q: 3 clusters Score -8220166 nChanged 26
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	Iteration 78Q: 3 clusters Score -8220174 nChanged 24
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	Iteration 79Q: 3 clusters Score -8220177 nChanged 29
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	Iteration 80F: 3 clusters Score -8220170 nChanged 38
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	Iteration 81Q: 3 clusters Score -8220178 nChanged 27
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	Iteration 84Q: 3 clusters Score -8220178 nChanged 12
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	Iteration 85Q: 3 clusters Score -8220172 nChanged 8
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	Iteration 86Q: 3 clusters Score -8220176 nChanged 18
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	Iteration 87Q: 3 clusters Score -8220182 nChanged 20
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	Iteration 88Q: 3 clusters Score -8220176 nChanged 19
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	Iteration 89Q: 3 clusters Score -8220183 nChanged 25
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	Iteration 90Q: 3 clusters Score -8220172 nChanged 23
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	Iteration 91Q: 3 clusters Score -8220179 nChanged 28
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	Iteration 92Q: 3 clusters Score -8220172 nChanged 23
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	Iteration 93Q: 3 clusters Score -8220172 nChanged 22
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	Iteration 94Q: 3 clusters Score -8220180 nChanged 27
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	Iteration 95Q: 3 clusters Score -8220182 nChanged 29
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	Iteration 96Q: 3 clusters Score -8220186 nChanged 27
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	Iteration 97Q: 3 clusters Score -8220182 nChanged 19
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	Iteration 98Q: 3 clusters Score -8220180 nChanged 10
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	Iteration 99Q: 3 clusters Score -8220184 nChanged 10
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	Iteration 100F: 3 clusters Score -8220176 nChanged 6
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	Iteration 101Q: 3 clusters Score -8220170 nChanged 12
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	Iteration 102Q: 3 clusters Score -8220168 nChanged 14
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	Iteration 103Q: 3 clusters Score -8220170 nChanged 14
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	Iteration 104Q: 3 clusters Score -8220174 nChanged 11
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	Iteration 105Q: 3 clusters Score -8220166 nChanged 7
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	Iteration 106Q: 3 clusters Score -8220167 nChanged 11
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	Iteration 107Q: 3 clusters Score -8220178 nChanged 14
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	Iteration 108Q: 3 clusters Score -8220192 nChanged 11
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	Iteration 109Q: 3 clusters Score -8220188 nChanged 4
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	Iteration 110Q: 3 clusters Score -8220194 nChanged 5
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	Iteration 111Q: 3 clusters Score -8220184 nChanged 6
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	Iteration 112Q: 3 clusters Score -8220190 nChanged 7
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	Iteration 113Q: 3 clusters Score -8220192 nChanged 4
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	Iteration 114Q: 3 clusters Score -8220193 nChanged 5
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	Iteration 115Q: 3 clusters Score -8220189 nChanged 4
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	Iteration 116Q: 3 clusters Score -8220182 nChanged 2
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	Iteration 117Q: 3 clusters Score -8220180 nChanged 3
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	Iteration 118Q: 3 clusters Score -8220175 nChanged 2
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	Iteration 119Q: 3 clusters Score -8220175 nChanged 1
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	Iteration 120F: 3 clusters Score -8220181 nChanged 2
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	Iteration 121Q: 3 clusters Score -8220184 nChanged 1
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	Iteration 122Q: 3 clusters Score -8220181 nChanged 2
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	Iteration 123Q: 3 clusters Score -8220184 nChanged 3
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	Iteration 124Q: 3 clusters Score -8220187 nChanged 2
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	Iteration 125Q: 3 clusters Score -8220181 nChanged 1
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	Iteration 126Q: 3 clusters Score -8220178 nChanged 2
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	Iteration 127Q: 3 clusters Score -8220177 nChanged 3
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	Iteration 128Q: 3 clusters Score -8220177 nChanged 4
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	Iteration 129Q: 3 clusters Score -8220178 nChanged 3
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	Iteration 130Q: 3 clusters Score -8220180 nChanged 4
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	Iteration 131Q: 3 clusters Score -8220180 nChanged 9
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	Iteration 132Q: 3 clusters Score -8220181 nChanged 10
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	Iteration 133Q: 3 clusters Score -8220174 nChanged 8
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	Iteration 134Q: 3 clusters Score -8220190 nChanged 7
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	Iteration 135Q: 3 clusters Score -8220181 nChanged 8
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	Iteration 136Q: 3 clusters Score -8220190 nChanged 7
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	Iteration 137Q: 3 clusters Score -8220186 nChanged 8
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	Iteration 138Q: 3 clusters Score -8220182 nChanged 8
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	Iteration 139Q: 3 clusters Score -8220171 nChanged 9
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	Iteration 140F: 3 clusters Score -8220184 nChanged 8
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	Iteration 141Q: 3 clusters Score -8220180 nChanged 8
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	Iteration 142Q: 3 clusters Score -8220186 nChanged 5
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	Iteration 143Q: 3 clusters Score -8220180 nChanged 6
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	Iteration 144Q: 3 clusters Score -8220178 nChanged 7
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Score: -8220171.500000 Penalty: 5310.245117
	Iteration 145Q: 3 clusters Score -8220172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -8220171.000000 Penalty: 5310.245117
	Iteration 146Q: 3 clusters Score -8220171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -8220168.000000 Penalty: 5310.245117
	Iteration 147Q: 3 clusters Score -8220168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -8220172.500000 Penalty: 5310.245117
	Iteration 148Q: 3 clusters Score -8220172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -8220168.500000 Penalty: 5310.245117
	Iteration 149Q: 3 clusters Score -8220168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -8220178.000000 Penalty: 5310.245117
	Iteration 150Q: 3 clusters Score -8220178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -8220174.500000 Penalty: 5310.245117
	Iteration 151Q: 3 clusters Score -8220174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -8220173.000000 Penalty: 5310.245117
	Iteration 152Q: 3 clusters Score -8220173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -8220172.000000 Penalty: 5310.245117
	Iteration 153Q: 3 clusters Score -8220172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -8220173.500000 Penalty: 5310.245117
	Iteration 154Q: 3 clusters Score -8220174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -8220176.500000 Penalty: 5310.245117
	Iteration 155Q: 3 clusters Score -8220176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -8220176.000000 Penalty: 5310.245117
	Iteration 156Q: 3 clusters Score -8220176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -8220175.500000 Penalty: 5310.245117
	Iteration 157Q: 3 clusters Score -8220176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -8220181.500000 Penalty: 5310.245117
	Iteration 158Q: 3 clusters Score -8220182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -8220181.000000 Penalty: 5310.245117
	Iteration 159Q: 3 clusters Score -8220181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -8220175.500000 Penalty: 5310.245117
	Iteration 160F: 3 clusters Score -8220176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -8220175.500000 Penalty: 5310.245117
	Iteration 161Q: 3 clusters Score -8220176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -8220172.000000 Penalty: 5310.245117
	Iteration 162Q: 3 clusters Score -8220172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -8220169.000000 Penalty: 5310.245117
	Iteration 163Q: 3 clusters Score -8220169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -8220162.500000 Penalty: 5310.245117
	Iteration 164Q: 3 clusters Score -8220162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -8220162.500000 Penalty: 5310.245117
	Iteration 165Q: 3 clusters Score -8220162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -8220167.000000 Penalty: 5310.245117
	Iteration 166Q: 3 clusters Score -8220167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -8220168.000000 Penalty: 5310.245117
	Iteration 167Q: 3 clusters Score -8220168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -8220171.000000 Penalty: 5310.245117
	Iteration 168Q: 3 clusters Score -8220171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8220171.000000 Penalty: 5310.245117
	Iteration 169Q: 3 clusters Score -8220171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8220176.500000 Penalty: 5310.245117
	Iteration 170Q: 3 clusters Score -8220176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -8220186.500000 Penalty: 5310.245117
	Iteration 171Q: 3 clusters Score -8220186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -8220187.500000 Penalty: 5310.245117
	Iteration 172Q: 3 clusters Score -8220188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -8220195.000000 Penalty: 5310.245117
	Iteration 173Q: 3 clusters Score -8220195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -8220205.000000 Penalty: 5310.245117
	Iteration 174Q: 3 clusters Score -8220205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -8220208.000000 Penalty: 5310.245117
	Iteration 175Q: 3 clusters Score -8220208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -8220204.500000 Penalty: 5310.245117
	Iteration 176Q: 3 clusters Score -8220204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -8220206.000000 Penalty: 5310.245117
	Iteration 177Q: 3 clusters Score -8220206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -8220204.500000 Penalty: 5310.245117
	Iteration 178Q: 3 clusters Score -8220204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -8220200.000000 Penalty: 5310.245117
	Iteration 179Q: 3 clusters Score -8220200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -8220204.500000 Penalty: 5310.245117
	Iteration 180F: 3 clusters Score -8220204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -8220201.500000 Penalty: 5310.245117
	Iteration 181Q: 3 clusters Score -8220202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -8220206.000000 Penalty: 5310.245117
	Iteration 182Q: 3 clusters Score -8220206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -8220206.500000 Penalty: 5310.245117
	Iteration 183Q: 3 clusters Score -8220206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -8220206.000000 Penalty: 5310.245117
	Iteration 184Q: 3 clusters Score -8220206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -8220202.000000 Penalty: 5310.245117
	Iteration 185Q: 3 clusters Score -8220202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -8220201.500000 Penalty: 5310.245117
	Iteration 186Q: 3 clusters Score -8220202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -8220205.000000 Penalty: 5310.245117
	Iteration 187Q: 3 clusters Score -8220205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -8220209.500000 Penalty: 5310.245117
	Iteration 188Q: 3 clusters Score -8220210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -8220205.000000 Penalty: 5310.245117
	Iteration 189Q: 3 clusters Score -8220205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -8220200.000000 Penalty: 5310.245117
	Iteration 190Q: 3 clusters Score -8220200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -8220205.000000 Penalty: 5310.245117
	Iteration 191Q: 3 clusters Score -8220205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -8220206.500000 Penalty: 5310.245117
	Iteration 192Q: 3 clusters Score -8220206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -8220212.000000 Penalty: 5310.245117
	Iteration 193Q: 3 clusters Score -8220212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -8220202.000000 Penalty: 5310.245117
	Iteration 194Q: 3 clusters Score -8220202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -8220206.000000 Penalty: 5310.245117
	Iteration 195Q: 3 clusters Score -8220206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -8220207.000000 Penalty: 5310.245117
	Iteration 196Q: 3 clusters Score -8220207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -8220203.000000 Penalty: 5310.245117
	Iteration 197Q: 3 clusters Score -8220203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -8220198.500000 Penalty: 5310.245117
	Iteration 198Q: 3 clusters Score -8220198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -8220199.000000 Penalty: 5310.245117
	Iteration 199Q: 3 clusters Score -8220199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -8220203.000000 Penalty: 5310.245117
	Iteration 200F: 3 clusters Score -8220203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26431.712891 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26431.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25308.046875 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25308.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -25473.908203 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25473.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -25539.687500 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -25539.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25572.466797 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -25572.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25588.464844 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -25588.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -25598.121094 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -25598.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25610.861328 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -25610.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25612.699219 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -25612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -25613.494141 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -25613.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25641.697266 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -25641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25661.800781 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -25661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -25664.210938 Penalty: 2838.898193
	Iteration 11Q: 3 clusters Score -25664.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -25673.445312 Penalty: 2838.898193
	Iteration 12Q: 3 clusters Score -25673.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25680.062500 Penalty: 2838.898193
	Iteration 13Q: 3 clusters Score -25680.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25684.736328 Penalty: 2838.898193
	Iteration 14Q: 3 clusters Score -25684.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25684.736328 Penalty: 2838.898193
	Iteration 15F: 3 clusters Score -25684.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Entering Unmasked Estep 
Score: -6823500.000000 Penalty: 2607.872314
	Iteration 0F: 2 clusters Score -6823500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -6798341.000000 Penalty: 5215.744629
	Iteration 0F: 3 clusters Score -6798341 nChanged 16904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -6807976.500000 Penalty: 5215.744629
	Iteration 1F: 3 clusters Score -6807976 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -6808976.500000 Penalty: 5215.744629
	Iteration 2F: 3 clusters Score -6808976 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -6810148.000000 Penalty: 5215.744629
	Iteration 3F: 3 clusters Score -6810148 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -6811591.000000 Penalty: 5215.744629
	Iteration 4F: 3 clusters Score -6811591 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -6813146.000000 Penalty: 5215.744629
	Iteration 5F: 3 clusters Score -6813146 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -6815046.000000 Penalty: 5215.744629
	Iteration 6F: 3 clusters Score -6815046 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -6816911.000000 Penalty: 5215.744629
	Iteration 7F: 3 clusters Score -6816911 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -6818234.500000 Penalty: 5215.744629
	Iteration 8Q: 3 clusters Score -6818234 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -6818925.500000 Penalty: 5215.744629
	Iteration 9Q: 3 clusters Score -6818926 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -6819299.500000 Penalty: 5215.744629
	Iteration 10Q: 3 clusters Score -6819300 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -6819546.500000 Penalty: 5215.744629
	Iteration 11Q: 3 clusters Score -6819546 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -6819779.500000 Penalty: 5215.744629
	Iteration 12Q: 3 clusters Score -6819780 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -6820028.500000 Penalty: 5215.744629
	Iteration 13Q: 3 clusters Score -6820028 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -6820150.500000 Penalty: 5215.744629
	Iteration 14Q: 3 clusters Score -6820150 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -6820264.000000 Penalty: 5215.744629
	Iteration 15Q: 3 clusters Score -6820264 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -6820396.500000 Penalty: 5215.744629
	Iteration 16Q: 3 clusters Score -6820396 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -6820469.500000 Penalty: 5215.744629
	Iteration 17Q: 3 clusters Score -6820470 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -6820520.500000 Penalty: 5215.744629
	Iteration 18Q: 3 clusters Score -6820520 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -6820601.000000 Penalty: 5215.744629
	Iteration 19Q: 3 clusters Score -6820601 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6820646 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6820694 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -6820741.500000 Penalty: 5215.744629
	Iteration 22Q: 3 clusters Score -6820742 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6820796 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -6820833.500000 Penalty: 5215.744629
	Iteration 24Q: 3 clusters Score -6820834 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6820888 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -6820937.500000 Penalty: 5215.744629
	Iteration 26Q: 3 clusters Score -6820938 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -6820957.500000 Penalty: 5215.744629
	Iteration 27Q: 3 clusters Score -6820958 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -6820970.500000 Penalty: 5215.744629
	Iteration 28Q: 3 clusters Score -6820970 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -6821006.500000 Penalty: 5215.744629
	Iteration 29Q: 3 clusters Score -6821006 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -6821039.000000 Penalty: 5215.744629
	Iteration 30Q: 3 clusters Score -6821039 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6821056 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -6821073.500000 Penalty: 5215.744629
	Iteration 32Q: 3 clusters Score -6821074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6821087 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -6821104.500000 Penalty: 5215.744629
	Iteration 34Q: 3 clusters Score -6821104 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -6821118.000000 Penalty: 5215.744629
	Iteration 35Q: 3 clusters Score -6821118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -6821113.000000 Penalty: 5215.744629
	Iteration 36Q: 3 clusters Score -6821113 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -6821130.500000 Penalty: 5215.744629
	Iteration 37Q: 3 clusters Score -6821130 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6821162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6821188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -6821220.000000 Penalty: 5215.744629
	Iteration 40F: 3 clusters Score -6821220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -6821219.000000 Penalty: 5215.744629
	Iteration 41Q: 3 clusters Score -6821219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -6821229.000000 Penalty: 5215.744629
	Iteration 42Q: 3 clusters Score -6821229 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -6821246.500000 Penalty: 5215.744629
	Iteration 43Q: 3 clusters Score -6821246 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -6821254.500000 Penalty: 5215.744629
	Iteration 44Q: 3 clusters Score -6821254 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -6821269.000000 Penalty: 5215.744629
	Iteration 45Q: 3 clusters Score -6821269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -6821281.500000 Penalty: 5215.744629
	Iteration 46Q: 3 clusters Score -6821282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -6821287.500000 Penalty: 5215.744629
	Iteration 47Q: 3 clusters Score -6821288 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -6821300.000000 Penalty: 5215.744629
	Iteration 48Q: 3 clusters Score -6821300 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -6821308.500000 Penalty: 5215.744629
	Iteration 49Q: 3 clusters Score -6821308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -6821319.500000 Penalty: 5215.744629
	Iteration 50Q: 3 clusters Score -6821320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -6821326.000000 Penalty: 5215.744629
	Iteration 51Q: 3 clusters Score -6821326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -6821316.000000 Penalty: 5215.744629
	Iteration 52Q: 3 clusters Score -6821316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -6821318.500000 Penalty: 5215.744629
	Iteration 53Q: 3 clusters Score -6821318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -6821322.000000 Penalty: 5215.744629
	Iteration 54Q: 3 clusters Score -6821322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -6821340.000000 Penalty: 5215.744629
	Iteration 55Q: 3 clusters Score -6821340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -6821354.500000 Penalty: 5215.744629
	Iteration 56Q: 3 clusters Score -6821354 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -6821373.500000 Penalty: 5215.744629
	Iteration 57Q: 3 clusters Score -6821374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -6821376.000000 Penalty: 5215.744629
	Iteration 58Q: 3 clusters Score -6821376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -6821379.000000 Penalty: 5215.744629
	Iteration 59Q: 3 clusters Score -6821379 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -6821381.500000 Penalty: 5215.744629
	Iteration 60F: 3 clusters Score -6821382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -6821407.500000 Penalty: 5215.744629
	Iteration 61Q: 3 clusters Score -6821408 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6821408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -6821426.000000 Penalty: 5215.744629
	Iteration 63Q: 3 clusters Score -6821426 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -6821431.000000 Penalty: 5215.744629
	Iteration 64Q: 3 clusters Score -6821431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -6821440.000000 Penalty: 5215.744629
	Iteration 65Q: 3 clusters Score -6821440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -6821464.500000 Penalty: 5215.744629
	Iteration 66Q: 3 clusters Score -6821464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6821474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -6821482.500000 Penalty: 5215.744629
	Iteration 68Q: 3 clusters Score -6821482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
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Entering Unmasked Estep 
Score: -6821483.500000 Penalty: 5215.744629
	Iteration 69Q: 3 clusters Score -6821484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
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Entering Unmasked Estep 
Score: -6821498.500000 Penalty: 5215.744629
	Iteration 70Q: 3 clusters Score -6821498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -6821508.000000 Penalty: 5215.744629
	Iteration 71Q: 3 clusters Score -6821508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -6821517.500000 Penalty: 5215.744629
	Iteration 72Q: 3 clusters Score -6821518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6821518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -6821535.000000 Penalty: 5215.744629
	Iteration 74Q: 3 clusters Score -6821535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -6821538.000000 Penalty: 5215.744629
	Iteration 75Q: 3 clusters Score -6821538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -6821545.000000 Penalty: 5215.744629
	Iteration 76Q: 3 clusters Score -6821545 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -6821548.500000 Penalty: 5215.744629
	Iteration 77Q: 3 clusters Score -6821548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -6821560.500000 Penalty: 5215.744629
	Iteration 78Q: 3 clusters Score -6821560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -6821558.000000 Penalty: 5215.744629
	Iteration 79Q: 3 clusters Score -6821558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -6821560.000000 Penalty: 5215.744629
	Iteration 80F: 3 clusters Score -6821560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -6821556.000000 Penalty: 5215.744629
	Iteration 81Q: 3 clusters Score -6821556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -6821561.000000 Penalty: 5215.744629
	Iteration 82Q: 3 clusters Score -6821561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -6821566.000000 Penalty: 5215.744629
	Iteration 83Q: 3 clusters Score -6821566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -6821577.000000 Penalty: 5215.744629
	Iteration 84Q: 3 clusters Score -6821577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -6821575.500000 Penalty: 5215.744629
	Iteration 85Q: 3 clusters Score -6821576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -6821580.000000 Penalty: 5215.744629
	Iteration 86Q: 3 clusters Score -6821580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -6821603.500000 Penalty: 5215.744629
	Iteration 87Q: 3 clusters Score -6821604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -6821597.000000 Penalty: 5215.744629
	Iteration 88Q: 3 clusters Score -6821597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -6821593.500000 Penalty: 5215.744629
	Iteration 89Q: 3 clusters Score -6821594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -6821586.000000 Penalty: 5215.744629
	Iteration 90Q: 3 clusters Score -6821586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -6821584.000000 Penalty: 5215.744629
	Iteration 91Q: 3 clusters Score -6821584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -6821592.500000 Penalty: 5215.744629
	Iteration 92Q: 3 clusters Score -6821592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -6821602.500000 Penalty: 5215.744629
	Iteration 93Q: 3 clusters Score -6821602 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -6821603.000000 Penalty: 5215.744629
	Iteration 94Q: 3 clusters Score -6821603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -6821600.500000 Penalty: 5215.744629
	Iteration 95Q: 3 clusters Score -6821600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6821604 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -6821606.500000 Penalty: 5215.744629
	Iteration 97Q: 3 clusters Score -6821606 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6821606 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -6821612.000000 Penalty: 5215.744629
	Iteration 99Q: 3 clusters Score -6821612 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -6821609.000000 Penalty: 5215.744629
	Iteration 100F: 3 clusters Score -6821609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6821610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -6821613.500000 Penalty: 5215.744629
	Iteration 102Q: 3 clusters Score -6821614 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -6821610.000000 Penalty: 5215.744629
	Iteration 103Q: 3 clusters Score -6821610 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -6821617.000000 Penalty: 5215.744629
	Iteration 104Q: 3 clusters Score -6821617 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -6821619.000000 Penalty: 5215.744629
	Iteration 105Q: 3 clusters Score -6821619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -6821623.500000 Penalty: 5215.744629
	Iteration 106Q: 3 clusters Score -6821624 nChanged 9
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Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -6821618.500000 Penalty: 5215.744629
	Iteration 107Q: 3 clusters Score -6821618 nChanged 7
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Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6821618 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -6821620.500000 Penalty: 5215.744629
	Iteration 109Q: 3 clusters Score -6821620 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -6821627.500000 Penalty: 5215.744629
	Iteration 110Q: 3 clusters Score -6821628 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -6821624.000000 Penalty: 5215.744629
	Iteration 111Q: 3 clusters Score -6821624 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -6821621.500000 Penalty: 5215.744629
	Iteration 112Q: 3 clusters Score -6821622 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -6821624.500000 Penalty: 5215.744629
	Iteration 113Q: 3 clusters Score -6821624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -6821617.500000 Penalty: 5215.744629
	Iteration 114Q: 3 clusters Score -6821618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -6821628.000000 Penalty: 5215.744629
	Iteration 115Q: 3 clusters Score -6821628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -6821616.000000 Penalty: 5215.744629
	Iteration 116Q: 3 clusters Score -6821616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -6821623.500000 Penalty: 5215.744629
	Iteration 117Q: 3 clusters Score -6821624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -6821622.500000 Penalty: 5215.744629
	Iteration 118Q: 3 clusters Score -6821622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -6821620.500000 Penalty: 5215.744629
	Iteration 119Q: 3 clusters Score -6821620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -6821624.500000 Penalty: 5215.744629
	Iteration 120F: 3 clusters Score -6821624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -6821631.000000 Penalty: 5215.744629
	Iteration 121Q: 3 clusters Score -6821631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -6821632.000000 Penalty: 5215.744629
	Iteration 122Q: 3 clusters Score -6821632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -6821629.000000 Penalty: 5215.744629
	Iteration 123Q: 3 clusters Score -6821629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -6821632.000000 Penalty: 5215.744629
	Iteration 124Q: 3 clusters Score -6821632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -6821632.000000 Penalty: 5215.744629
	Iteration 125Q: 3 clusters Score -6821632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -6821631.500000 Penalty: 5215.744629
	Iteration 126Q: 3 clusters Score -6821632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -6821636.000000 Penalty: 5215.744629
	Iteration 127Q: 3 clusters Score -6821636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -6821639.500000 Penalty: 5215.744629
	Iteration 128Q: 3 clusters Score -6821640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -6821639.500000 Penalty: 5215.744629
	Iteration 129F: 3 clusters Score -6821640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -161692.640625 Penalty: 1717.059937
	Iteration 0F: 2 clusters Score -161692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -159747.750000 Penalty: 3434.119873
	Iteration 0F: 3 clusters Score -159747.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -160090.578125 Penalty: 3434.119873
	Iteration 1F: 3 clusters Score -160090.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -160277.453125 Penalty: 3434.119873
	Iteration 2F: 3 clusters Score -160277.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160383.343750 Penalty: 3434.119873
	Iteration 3F: 3 clusters Score -160383.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -160450.359375 Penalty: 3434.119873
	Iteration 4Q: 3 clusters Score -160450.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -160505.078125 Penalty: 3434.119873
	Iteration 5Q: 3 clusters Score -160505.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -160554.671875 Penalty: 3434.119873
	Iteration 6Q: 3 clusters Score -160554.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -160579.640625 Penalty: 3434.119873
	Iteration 7Q: 3 clusters Score -160579.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -160593.390625 Penalty: 3434.119873
	Iteration 8Q: 3 clusters Score -160593.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -160603.125000 Penalty: 3434.119873
	Iteration 9Q: 3 clusters Score -160603.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -160608.468750 Penalty: 3434.119873
	Iteration 10Q: 3 clusters Score -160608.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -160611.703125 Penalty: 3434.119873
	Iteration 11Q: 3 clusters Score -160611.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -160611.703125 Penalty: 3434.119873
	Iteration 12F: 3 clusters Score -160611.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (46438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Entering Unmasked Estep 
Score: -8609851.000000 Penalty: 2664.976562
	Iteration 0F: 2 clusters Score -8609851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -8579771.000000 Penalty: 5329.953125
	Iteration 0F: 3 clusters Score -8579771 nChanged 21380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -8591587.000000 Penalty: 5329.953125
	Iteration 1F: 3 clusters Score -8591587 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -8592107.000000 Penalty: 5329.953125
	Iteration 2Q: 3 clusters Score -8592107 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8592518.000000 Penalty: 5329.953125
	Iteration 3Q: 3 clusters Score -8592518 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -8592896.000000 Penalty: 5329.953125
	Iteration 4Q: 3 clusters Score -8592896 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -8593312.000000 Penalty: 5329.953125
	Iteration 5Q: 3 clusters Score -8593312 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -8593842.000000 Penalty: 5329.953125
	Iteration 6Q: 3 clusters Score -8593842 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -8594518.000000 Penalty: 5329.953125
	Iteration 7Q: 3 clusters Score -8594518 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -8595443.000000 Penalty: 5329.953125
	Iteration 8Q: 3 clusters Score -8595443 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -8596789.000000 Penalty: 5329.953125
	Iteration 9Q: 3 clusters Score -8596789 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -8598564.000000 Penalty: 5329.953125
	Iteration 10F: 3 clusters Score -8598564 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32727 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -8600514.000000 Penalty: 5329.953125
	Iteration 11F: 3 clusters Score -8600514 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -8602303.000000 Penalty: 5329.953125
	Iteration 12Q: 3 clusters Score -8602303 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -8603304.000000 Penalty: 5329.953125
	Iteration 13Q: 3 clusters Score -8603304 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -8603861.000000 Penalty: 5329.953125
	Iteration 14Q: 3 clusters Score -8603861 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -8604269.000000 Penalty: 5329.953125
	Iteration 15Q: 3 clusters Score -8604269 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -8604665.000000 Penalty: 5329.953125
	Iteration 16Q: 3 clusters Score -8604665 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -8604982.000000 Penalty: 5329.953125
	Iteration 17Q: 3 clusters Score -8604982 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -8605234.000000 Penalty: 5329.953125
	Iteration 18Q: 3 clusters Score -8605234 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -8605516.000000 Penalty: 5329.953125
	Iteration 19Q: 3 clusters Score -8605516 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -8605846.000000 Penalty: 5329.953125
	Iteration 20F: 3 clusters Score -8605846 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -8606143.000000 Penalty: 5329.953125
	Iteration 21Q: 3 clusters Score -8606143 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -8606453.000000 Penalty: 5329.953125
	Iteration 22Q: 3 clusters Score -8606453 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -8606693.000000 Penalty: 5329.953125
	Iteration 23Q: 3 clusters Score -8606693 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -8606885.000000 Penalty: 5329.953125
	Iteration 24Q: 3 clusters Score -8606885 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -8607052.000000 Penalty: 5329.953125
	Iteration 25Q: 3 clusters Score -8607052 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -8607248.000000 Penalty: 5329.953125
	Iteration 26Q: 3 clusters Score -8607248 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -8607381.000000 Penalty: 5329.953125
	Iteration 27Q: 3 clusters Score -8607381 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -8607529.000000 Penalty: 5329.953125
	Iteration 28Q: 3 clusters Score -8607529 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -8607613.000000 Penalty: 5329.953125
	Iteration 29Q: 3 clusters Score -8607613 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -8607655.000000 Penalty: 5329.953125
	Iteration 30Q: 3 clusters Score -8607655 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -8607712.000000 Penalty: 5329.953125
	Iteration 31Q: 3 clusters Score -8607712 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -8607692.000000 Penalty: 5329.953125
	Iteration 32Q: 3 clusters Score -8607692 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -8607763.000000 Penalty: 5329.953125
	Iteration 33Q: 3 clusters Score -8607763 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8607760.000000 Penalty: 5329.953125
	Iteration 34Q: 3 clusters Score -8607760 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8607778.000000 Penalty: 5329.953125
	Iteration 35Q: 3 clusters Score -8607778 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8607784.000000 Penalty: 5329.953125
	Iteration 36Q: 3 clusters Score -8607784 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -8607781.000000 Penalty: 5329.953125
	Iteration 37Q: 3 clusters Score -8607781 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8607766.000000 Penalty: 5329.953125
	Iteration 38Q: 3 clusters Score -8607766 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8607759.000000 Penalty: 5329.953125
	Iteration 39Q: 3 clusters Score -8607759 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8607736.000000 Penalty: 5329.953125
	Iteration 40F: 3 clusters Score -8607736 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8607720.000000 Penalty: 5329.953125
	Iteration 41Q: 3 clusters Score -8607720 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8607704.000000 Penalty: 5329.953125
	Iteration 42Q: 3 clusters Score -8607704 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8607720.000000 Penalty: 5329.953125
	Iteration 43Q: 3 clusters Score -8607720 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8607726.000000 Penalty: 5329.953125
	Iteration 44Q: 3 clusters Score -8607726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8607727.000000 Penalty: 5329.953125
	Iteration 45Q: 3 clusters Score -8607727 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8607731.000000 Penalty: 5329.953125
	Iteration 46Q: 3 clusters Score -8607731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8607733.000000 Penalty: 5329.953125
	Iteration 47Q: 3 clusters Score -8607733 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8607751.000000 Penalty: 5329.953125
	Iteration 48Q: 3 clusters Score -8607751 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8607767.000000 Penalty: 5329.953125
	Iteration 49Q: 3 clusters Score -8607767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8607781.000000 Penalty: 5329.953125
	Iteration 50Q: 3 clusters Score -8607781 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8607771.000000 Penalty: 5329.953125
	Iteration 51Q: 3 clusters Score -8607771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8607766.000000 Penalty: 5329.953125
	Iteration 52Q: 3 clusters Score -8607766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8607753.000000 Penalty: 5329.953125
	Iteration 53Q: 3 clusters Score -8607753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8607751.000000 Penalty: 5329.953125
	Iteration 54Q: 3 clusters Score -8607751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8607740.000000 Penalty: 5329.953125
	Iteration 55Q: 3 clusters Score -8607740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8607731.000000 Penalty: 5329.953125
	Iteration 56Q: 3 clusters Score -8607731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8607741.000000 Penalty: 5329.953125
	Iteration 57Q: 3 clusters Score -8607741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8607739.000000 Penalty: 5329.953125
	Iteration 58Q: 3 clusters Score -8607739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8607736.000000 Penalty: 5329.953125
	Iteration 59Q: 3 clusters Score -8607736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8607737.000000 Penalty: 5329.953125
	Iteration 60F: 3 clusters Score -8607737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8607736.000000 Penalty: 5329.953125
	Iteration 61Q: 3 clusters Score -8607736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8607747.000000 Penalty: 5329.953125
	Iteration 62Q: 3 clusters Score -8607747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8607751.000000 Penalty: 5329.953125
	Iteration 63Q: 3 clusters Score -8607751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8607731.000000 Penalty: 5329.953125
	Iteration 64Q: 3 clusters Score -8607731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8607735.000000 Penalty: 5329.953125
	Iteration 65Q: 3 clusters Score -8607735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8607738.000000 Penalty: 5329.953125
	Iteration 66Q: 3 clusters Score -8607738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8607738.000000 Penalty: 5329.953125
	Iteration 67Q: 3 clusters Score -8607738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8607742.000000 Penalty: 5329.953125
	Iteration 68Q: 3 clusters Score -8607742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8607747.000000 Penalty: 5329.953125
	Iteration 69Q: 3 clusters Score -8607747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8607747.000000 Penalty: 5329.953125
	Iteration 70F: 3 clusters Score -8607747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56117.789062 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56117.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54752.875000 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -54752.88 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55025.164062 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55025.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55230.675781 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55230.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55388.019531 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -55388.02 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55520.312500 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55520.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55559.511719 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55559.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55577.882812 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -55577.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55611.566406 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -55611.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55625.562500 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -55625.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55635.007812 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -55635.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55649.292969 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -55649.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55652.816406 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -55652.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55652.816406 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -55652.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -48525.347656 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -48525.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47208.164062 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -47208.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47402.507812 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -47402.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47468.390625 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -47468.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47512.195312 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -47512.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47525.140625 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -47525.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47537.570312 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -47537.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47537.570312 Penalty: 2885.287109
	Iteration 6F: 3 clusters Score -47537.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 43274 members 
Mstep: Class 3 contains 47069 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 46095 members 
Mstep: Class 7 contains 42371 members 
Mstep: Class 8 contains 3973 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42838 members 
Mstep: Class 11 contains 48585 members 
Mstep: Class 12 contains 44275 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46925 members 
Mstep: Class 16 contains 42632 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42167 members 
Mstep: Class 19 contains 27642 members 
Mstep: Class 20 contains 41303 members 
Mstep: Class 21 contains 44629 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36887 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46438 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939112.000000 Penalty: 90108.015625
Iteration 239Q: 28 clusters Score -1.269391e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 43251 members 
Mstep: Class 3 contains 47082 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 6 contains 46101 members 
Mstep: Class 7 contains 42384 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42831 members 
Mstep: Class 11 contains 48597 members 
Mstep: Class 12 contains 44251 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46939 members 
Mstep: Class 16 contains 42625 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42167 members 
Mstep: Class 19 contains 27630 members 
Mstep: Class 20 contains 41293 members 
Mstep: Class 21 contains 44633 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36896 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46416 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939168.000000 Penalty: 90108.015625
Iteration 240F: 28 clusters Score -1.269392e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 43217 members 
Mstep: Class 3 contains 47083 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 46155 members 
Mstep: Class 7 contains 42379 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42806 members 
Mstep: Class 11 contains 48580 members 
Mstep: Class 12 contains 44271 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46963 members 
Mstep: Class 16 contains 42606 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42178 members 
Mstep: Class 19 contains 27619 members 
Mstep: Class 20 contains 41293 members 
Mstep: Class 21 contains 44630 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36884 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 46395 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938976.000000 Penalty: 90108.015625
Iteration 241Q: 28 clusters Score -1.26939e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 43190 members 
Mstep: Class 3 contains 47084 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 46168 members 
Mstep: Class 7 contains 42362 members 
Mstep: Class 8 contains 3984 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42808 members 
Mstep: Class 11 contains 48576 members 
Mstep: Class 12 contains 44299 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46973 members 
Mstep: Class 16 contains 42610 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42195 members 
Mstep: Class 19 contains 27603 members 
Mstep: Class 20 contains 41276 members 
Mstep: Class 21 contains 44619 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36887 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 46411 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939064.000000 Penalty: 90108.015625
Iteration 242Q: 28 clusters Score -1.269391e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 43168 members 
Mstep: Class 3 contains 47083 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 46180 members 
Mstep: Class 7 contains 42357 members 
Mstep: Class 8 contains 3986 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42801 members 
Mstep: Class 11 contains 48594 members 
Mstep: Class 12 contains 44303 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46999 members 
Mstep: Class 16 contains 42612 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42221 members 
Mstep: Class 19 contains 27593 members 
Mstep: Class 20 contains 41249 members 
Mstep: Class 21 contains 44604 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36888 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 46413 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939216.000000 Penalty: 90108.015625
Iteration 243Q: 28 clusters Score -1.269392e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 47093 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2376 members 
Mstep: Class 6 contains 46182 members 
Mstep: Class 7 contains 42370 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 493 members 
Mstep: Class 10 contains 42801 members 
Mstep: Class 11 contains 48630 members 
Mstep: Class 12 contains 44294 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 47013 members 
Mstep: Class 16 contains 42618 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42244 members 
Mstep: Class 19 contains 27582 members 
Mstep: Class 20 contains 41225 members 
Mstep: Class 21 contains 44594 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36881 members 
Mstep: Class 24 contains 1013 members 
Mstep: Class 25 contains 46405 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939112.000000 Penalty: 90108.015625
Iteration 244Q: 28 clusters Score -1.269391e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 43139 members 
Mstep: Class 3 contains 47099 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 6 contains 46191 members 
Mstep: Class 7 contains 42377 members 
Mstep: Class 8 contains 3994 members 
Mstep: Class 9 contains 494 members 
Mstep: Class 10 contains 42791 members 
Mstep: Class 11 contains 48637 members 
Mstep: Class 12 contains 44282 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 47003 members 
Mstep: Class 16 contains 42632 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42265 members 
Mstep: Class 19 contains 27565 members 
Mstep: Class 20 contains 41198 members 
Mstep: Class 21 contains 44600 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36908 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 46399 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939168.000000 Penalty: 90108.015625
Iteration 245Q: 28 clusters Score -1.269392e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 47101 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2378 members 
Mstep: Class 6 contains 46203 members 
Mstep: Class 7 contains 42396 members 
Mstep: Class 8 contains 4000 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42777 members 
Mstep: Class 11 contains 48650 members 
Mstep: Class 12 contains 44288 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46992 members 
Mstep: Class 16 contains 42646 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 42322 members 
Mstep: Class 19 contains 27553 members 
Mstep: Class 20 contains 41163 members 
Mstep: Class 21 contains 44593 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36894 members 
Mstep: Class 24 contains 1010 members 
Mstep: Class 25 contains 46371 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939000.000000 Penalty: 90108.015625
Iteration 246Q: 28 clusters Score -1.26939e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 43121 members 
Mstep: Class 3 contains 47106 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 46203 members 
Mstep: Class 7 contains 42407 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 42771 members 
Mstep: Class 11 contains 48671 members 
Mstep: Class 12 contains 44307 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46980 members 
Mstep: Class 16 contains 42638 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 42374 members 
Mstep: Class 19 contains 27544 members 
Mstep: Class 20 contains 41114 members 
Mstep: Class 21 contains 44595 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36900 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 46362 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939320.000000 Penalty: 90108.015625
Iteration 247Q: 28 clusters Score -1.269393e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 43115 members 
Mstep: Class 3 contains 47114 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2376 members 
Mstep: Class 6 contains 46182 members 
Mstep: Class 7 contains 42424 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 498 members 
Mstep: Class 10 contains 42761 members 
Mstep: Class 11 contains 48702 members 
Mstep: Class 12 contains 44315 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46986 members 
Mstep: Class 16 contains 42632 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 42434 members 
Mstep: Class 19 contains 27534 members 
Mstep: Class 20 contains 41053 members 
Mstep: Class 21 contains 44584 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36912 members 
Mstep: Class 24 contains 1009 members 
Mstep: Class 25 contains 46347 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939296.000000 Penalty: 90108.015625
Iteration 248Q: 28 clusters Score -1.269393e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 43102 members 
Mstep: Class 3 contains 47126 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2375 members 
Mstep: Class 6 contains 46188 members 
Mstep: Class 7 contains 42446 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 497 members 
Mstep: Class 10 contains 42753 members 
Mstep: Class 11 contains 48739 members 
Mstep: Class 12 contains 44347 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46973 members 
Mstep: Class 16 contains 42620 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 42438 members 
Mstep: Class 19 contains 27524 members 
Mstep: Class 20 contains 41006 members 
Mstep: Class 21 contains 44567 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36913 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46338 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939056.000000 Penalty: 90108.015625
Iteration 249Q: 28 clusters Score -1.269391e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 43082 members 
Mstep: Class 3 contains 47135 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2375 members 
Mstep: Class 6 contains 46212 members 
Mstep: Class 7 contains 42479 members 
Mstep: Class 8 contains 4016 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42753 members 
Mstep: Class 11 contains 48741 members 
Mstep: Class 12 contains 44346 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46965 members 
Mstep: Class 16 contains 42620 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42465 members 
Mstep: Class 19 contains 27508 members 
Mstep: Class 20 contains 40977 members 
Mstep: Class 21 contains 44558 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36933 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46312 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939232.000000 Penalty: 90108.015625
Iteration 250Q: 28 clusters Score -1.269392e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 43070 members 
Mstep: Class 3 contains 47131 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2375 members 
Mstep: Class 6 contains 46273 members 
Mstep: Class 7 contains 42490 members 
Mstep: Class 8 contains 4018 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42758 members 
Mstep: Class 11 contains 48718 members 
Mstep: Class 12 contains 44354 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46966 members 
Mstep: Class 16 contains 42604 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42474 members 
Mstep: Class 19 contains 27500 members 
Mstep: Class 20 contains 40940 members 
Mstep: Class 21 contains 44556 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36961 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46301 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939136.000000 Penalty: 90108.015625
Iteration 251Q: 28 clusters Score -1.269391e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 43085 members 
Mstep: Class 3 contains 47129 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2375 members 
Mstep: Class 6 contains 46302 members 
Mstep: Class 7 contains 42492 members 
Mstep: Class 8 contains 4022 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42761 members 
Mstep: Class 11 contains 48741 members 
Mstep: Class 12 contains 44348 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46958 members 
Mstep: Class 16 contains 42617 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42477 members 
Mstep: Class 19 contains 27497 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 44549 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36966 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46286 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939056.000000 Penalty: 90108.015625
Iteration 252Q: 28 clusters Score -1.269391e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 43112 members 
Mstep: Class 3 contains 47121 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2375 members 
Mstep: Class 6 contains 46331 members 
Mstep: Class 7 contains 42497 members 
Mstep: Class 8 contains 4025 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42762 members 
Mstep: Class 11 contains 48748 members 
Mstep: Class 12 contains 44354 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46953 members 
Mstep: Class 16 contains 42629 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42456 members 
Mstep: Class 19 contains 27489 members 
Mstep: Class 20 contains 40883 members 
Mstep: Class 21 contains 44529 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36967 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46289 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938968.000000 Penalty: 90108.015625
Iteration 253Q: 28 clusters Score -1.26939e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 43143 members 
Mstep: Class 3 contains 47112 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2375 members 
Mstep: Class 6 contains 46365 members 
Mstep: Class 7 contains 42503 members 
Mstep: Class 8 contains 4027 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42751 members 
Mstep: Class 11 contains 48718 members 
Mstep: Class 12 contains 44357 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46959 members 
Mstep: Class 16 contains 42630 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42474 members 
Mstep: Class 19 contains 27473 members 
Mstep: Class 20 contains 40877 members 
Mstep: Class 21 contains 44517 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36969 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46282 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938944.000000 Penalty: 90108.015625
Iteration 254Q: 28 clusters Score -1.269389e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 43170 members 
Mstep: Class 3 contains 47116 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2375 members 
Mstep: Class 6 contains 46390 members 
Mstep: Class 7 contains 42512 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42742 members 
Mstep: Class 11 contains 48720 members 
Mstep: Class 12 contains 44351 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46975 members 
Mstep: Class 16 contains 42665 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42436 members 
Mstep: Class 19 contains 27462 members 
Mstep: Class 20 contains 40869 members 
Mstep: Class 21 contains 44516 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36966 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46262 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939072.000000 Penalty: 90108.015625
Iteration 255Q: 28 clusters Score -1.269391e+08 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 43163 members 
Mstep: Class 3 contains 47126 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2375 members 
Mstep: Class 6 contains 46390 members 
Mstep: Class 7 contains 42529 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42723 members 
Mstep: Class 11 contains 48723 members 
Mstep: Class 12 contains 44360 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46982 members 
Mstep: Class 16 contains 42684 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42456 members 
Mstep: Class 19 contains 27443 members 
Mstep: Class 20 contains 40851 members 
Mstep: Class 21 contains 44504 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36973 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46245 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939144.000000 Penalty: 90108.015625
Iteration 256Q: 28 clusters Score -1.269391e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 43146 members 
Mstep: Class 3 contains 47117 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2374 members 
Mstep: Class 6 contains 46402 members 
Mstep: Class 7 contains 42547 members 
Mstep: Class 8 contains 4035 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42713 members 
Mstep: Class 11 contains 48737 members 
Mstep: Class 12 contains 44381 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46977 members 
Mstep: Class 16 contains 42695 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42468 members 
Mstep: Class 19 contains 27435 members 
Mstep: Class 20 contains 40827 members 
Mstep: Class 21 contains 44487 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36971 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46245 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939248.000000 Penalty: 90108.015625
Iteration 257Q: 28 clusters Score -1.269392e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 43137 members 
Mstep: Class 3 contains 47109 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 46442 members 
Mstep: Class 7 contains 42566 members 
Mstep: Class 8 contains 4036 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42708 members 
Mstep: Class 11 contains 48739 members 
Mstep: Class 12 contains 44377 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46952 members 
Mstep: Class 16 contains 42721 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42485 members 
Mstep: Class 19 contains 27428 members 
Mstep: Class 20 contains 40807 members 
Mstep: Class 21 contains 44476 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36979 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46226 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939176.000000 Penalty: 90108.015625
Iteration 258Q: 28 clusters Score -1.269392e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 43120 members 
Mstep: Class 3 contains 47111 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2372 members 
Mstep: Class 6 contains 46453 members 
Mstep: Class 7 contains 42600 members 
Mstep: Class 8 contains 4035 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42693 members 
Mstep: Class 11 contains 48764 members 
Mstep: Class 12 contains 44365 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46947 members 
Mstep: Class 16 contains 42735 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42490 members 
Mstep: Class 19 contains 27415 members 
Mstep: Class 20 contains 40802 members 
Mstep: Class 21 contains 44459 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36977 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46201 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939200.000000 Penalty: 90108.015625
Iteration 259Q: 28 clusters Score -1.269392e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 43116 members 
Mstep: Class 3 contains 47106 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 46495 members 
Mstep: Class 7 contains 42619 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42678 members 
Mstep: Class 11 contains 48746 members 
Mstep: Class 12 contains 44347 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46932 members 
Mstep: Class 16 contains 42747 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42471 members 
Mstep: Class 19 contains 27405 members 
Mstep: Class 20 contains 40802 members 
Mstep: Class 21 contains 44443 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 36987 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46226 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939264.000000 Penalty: 90108.015625
Iteration 260F: 28 clusters Score -1.269393e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 43121 members 
Mstep: Class 3 contains 47106 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 46520 members 
Mstep: Class 7 contains 42635 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42673 members 
Mstep: Class 11 contains 48748 members 
Mstep: Class 12 contains 44328 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46934 members 
Mstep: Class 16 contains 42760 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42444 members 
Mstep: Class 19 contains 27395 members 
Mstep: Class 20 contains 40806 members 
Mstep: Class 21 contains 44419 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37007 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46217 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939184.000000 Penalty: 90108.015625
Iteration 261Q: 28 clusters Score -1.269392e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 43120 members 
Mstep: Class 3 contains 47087 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 46529 members 
Mstep: Class 7 contains 42655 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42670 members 
Mstep: Class 11 contains 48769 members 
Mstep: Class 12 contains 44308 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46926 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42456 members 
Mstep: Class 19 contains 27383 members 
Mstep: Class 20 contains 40814 members 
Mstep: Class 21 contains 44408 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37015 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46199 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939136.000000 Penalty: 90108.015625
Iteration 262Q: 28 clusters Score -1.269391e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 43124 members 
Mstep: Class 3 contains 47087 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 46523 members 
Mstep: Class 7 contains 42668 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42663 members 
Mstep: Class 11 contains 48793 members 
Mstep: Class 12 contains 44302 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46928 members 
Mstep: Class 16 contains 42764 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42447 members 
Mstep: Class 19 contains 27369 members 
Mstep: Class 20 contains 40821 members 
Mstep: Class 21 contains 44408 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37028 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46175 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939160.000000 Penalty: 90108.015625
Iteration 263Q: 28 clusters Score -1.269392e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 43102 members 
Mstep: Class 3 contains 47088 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 46533 members 
Mstep: Class 7 contains 42684 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42662 members 
Mstep: Class 11 contains 48790 members 
Mstep: Class 12 contains 44276 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46940 members 
Mstep: Class 16 contains 42763 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42435 members 
Mstep: Class 19 contains 27356 members 
Mstep: Class 20 contains 40841 members 
Mstep: Class 21 contains 44418 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37046 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46178 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939144.000000 Penalty: 90108.015625
Iteration 264Q: 28 clusters Score -1.269391e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 43083 members 
Mstep: Class 3 contains 47086 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2373 members 
Mstep: Class 6 contains 46533 members 
Mstep: Class 7 contains 42682 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42659 members 
Mstep: Class 11 contains 48801 members 
Mstep: Class 12 contains 44270 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 821 members 
Mstep: Class 15 contains 46937 members 
Mstep: Class 16 contains 42767 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42431 members 
Mstep: Class 19 contains 27350 members 
Mstep: Class 20 contains 40859 members 
Mstep: Class 21 contains 44419 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37088 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46165 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939008.000000 Penalty: 90108.015625
Iteration 265Q: 28 clusters Score -1.26939e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 43062 members 
Mstep: Class 3 contains 47092 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2372 members 
Mstep: Class 6 contains 46526 members 
Mstep: Class 7 contains 42705 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42660 members 
Mstep: Class 11 contains 48805 members 
Mstep: Class 12 contains 44261 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46935 members 
Mstep: Class 16 contains 42770 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42416 members 
Mstep: Class 19 contains 27346 members 
Mstep: Class 20 contains 40864 members 
Mstep: Class 21 contains 44412 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37116 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46173 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939064.000000 Penalty: 90108.015625
Iteration 266Q: 28 clusters Score -1.269391e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 43043 members 
Mstep: Class 3 contains 47084 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 46522 members 
Mstep: Class 7 contains 42728 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42672 members 
Mstep: Class 11 contains 48818 members 
Mstep: Class 12 contains 44258 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46918 members 
Mstep: Class 16 contains 42767 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42402 members 
Mstep: Class 19 contains 27334 members 
Mstep: Class 20 contains 40874 members 
Mstep: Class 21 contains 44427 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37126 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46185 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939080.000000 Penalty: 90108.015625
Iteration 267Q: 28 clusters Score -1.269391e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 43025 members 
Mstep: Class 3 contains 47072 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 46523 members 
Mstep: Class 7 contains 42747 members 
Mstep: Class 8 contains 4031 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42670 members 
Mstep: Class 11 contains 48797 members 
Mstep: Class 12 contains 44226 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46926 members 
Mstep: Class 16 contains 42767 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42400 members 
Mstep: Class 19 contains 27326 members 
Mstep: Class 20 contains 40896 members 
Mstep: Class 21 contains 44428 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37143 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46195 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938984.000000 Penalty: 90108.015625
Iteration 268Q: 28 clusters Score -1.26939e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 43006 members 
Mstep: Class 3 contains 47060 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 46522 members 
Mstep: Class 7 contains 42759 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42665 members 
Mstep: Class 11 contains 48819 members 
Mstep: Class 12 contains 44207 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46927 members 
Mstep: Class 16 contains 42769 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42383 members 
Mstep: Class 19 contains 27319 members 
Mstep: Class 20 contains 40905 members 
Mstep: Class 21 contains 44420 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37171 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46201 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938968.000000 Penalty: 90108.015625
Iteration 269Q: 28 clusters Score -1.26939e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 42980 members 
Mstep: Class 3 contains 47054 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 46535 members 
Mstep: Class 7 contains 42780 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42665 members 
Mstep: Class 11 contains 48827 members 
Mstep: Class 12 contains 44188 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46911 members 
Mstep: Class 16 contains 42771 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42373 members 
Mstep: Class 19 contains 27306 members 
Mstep: Class 20 contains 40919 members 
Mstep: Class 21 contains 44421 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37194 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46198 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938920.000000 Penalty: 90108.015625
Iteration 270Q: 28 clusters Score -1.269389e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 42961 members 
Mstep: Class 3 contains 47048 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 46536 members 
Mstep: Class 7 contains 42791 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42668 members 
Mstep: Class 11 contains 48804 members 
Mstep: Class 12 contains 44174 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46901 members 
Mstep: Class 16 contains 42785 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42368 members 
Mstep: Class 19 contains 27300 members 
Mstep: Class 20 contains 40945 members 
Mstep: Class 21 contains 44417 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37224 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46205 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939088.000000 Penalty: 90108.015625
Iteration 271Q: 28 clusters Score -1.269391e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 42943 members 
Mstep: Class 3 contains 47049 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 46534 members 
Mstep: Class 7 contains 42807 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42674 members 
Mstep: Class 11 contains 48812 members 
Mstep: Class 12 contains 44137 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46915 members 
Mstep: Class 16 contains 42790 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42356 members 
Mstep: Class 19 contains 27296 members 
Mstep: Class 20 contains 40962 members 
Mstep: Class 21 contains 44418 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37244 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46202 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939352.000000 Penalty: 90108.015625
Iteration 272Q: 28 clusters Score -1.269394e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 42936 members 
Mstep: Class 3 contains 47048 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2369 members 
Mstep: Class 6 contains 46543 members 
Mstep: Class 7 contains 42817 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42677 members 
Mstep: Class 11 contains 48809 members 
Mstep: Class 12 contains 44112 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46912 members 
Mstep: Class 16 contains 42778 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42349 members 
Mstep: Class 19 contains 27292 members 
Mstep: Class 20 contains 40967 members 
Mstep: Class 21 contains 44422 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37247 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46208 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939256.000000 Penalty: 90108.015625
Iteration 273Q: 28 clusters Score -1.269393e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 42935 members 
Mstep: Class 3 contains 47051 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2367 members 
Mstep: Class 6 contains 46557 members 
Mstep: Class 7 contains 42828 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42666 members 
Mstep: Class 11 contains 48803 members 
Mstep: Class 12 contains 44096 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46922 members 
Mstep: Class 16 contains 42771 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42340 members 
Mstep: Class 19 contains 27289 members 
Mstep: Class 20 contains 40968 members 
Mstep: Class 21 contains 44427 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37274 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46197 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939320.000000 Penalty: 90108.015625
Iteration 274Q: 28 clusters Score -1.269393e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 42935 members 
Mstep: Class 3 contains 47054 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 6 contains 46567 members 
Mstep: Class 7 contains 42837 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42660 members 
Mstep: Class 11 contains 48791 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46926 members 
Mstep: Class 16 contains 42767 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42339 members 
Mstep: Class 19 contains 27286 members 
Mstep: Class 20 contains 40978 members 
Mstep: Class 21 contains 44424 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37285 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46177 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939232.000000 Penalty: 90108.015625
Iteration 275Q: 28 clusters Score -1.269392e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 42932 members 
Mstep: Class 3 contains 47060 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2363 members 
Mstep: Class 6 contains 46581 members 
Mstep: Class 7 contains 42855 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42655 members 
Mstep: Class 11 contains 48772 members 
Mstep: Class 12 contains 44113 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46920 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42313 members 
Mstep: Class 19 contains 27274 members 
Mstep: Class 20 contains 40990 members 
Mstep: Class 21 contains 44416 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37296 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46172 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939304.000000 Penalty: 90108.015625
Iteration 276Q: 28 clusters Score -1.269393e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 42929 members 
Mstep: Class 3 contains 47057 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 46583 members 
Mstep: Class 7 contains 42868 members 
Mstep: Class 8 contains 4033 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42655 members 
Mstep: Class 11 contains 48803 members 
Mstep: Class 12 contains 44105 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46929 members 
Mstep: Class 16 contains 42762 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42302 members 
Mstep: Class 19 contains 27267 members 
Mstep: Class 20 contains 40986 members 
Mstep: Class 21 contains 44424 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37278 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46171 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939312.000000 Penalty: 90108.015625
Iteration 277Q: 28 clusters Score -1.269393e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 42930 members 
Mstep: Class 3 contains 47064 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 46570 members 
Mstep: Class 7 contains 42869 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42640 members 
Mstep: Class 11 contains 48828 members 
Mstep: Class 12 contains 44129 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46954 members 
Mstep: Class 16 contains 42743 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42305 members 
Mstep: Class 19 contains 27258 members 
Mstep: Class 20 contains 40990 members 
Mstep: Class 21 contains 44422 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37261 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46143 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939448.000000 Penalty: 90108.015625
Iteration 278Q: 28 clusters Score -1.269394e+08 nChanged 980
Entering ConstructFrom: 
Score: -126939448.000000 Penalty: 90108.015625
Entering ConstructFrom: 
Trying to split cluster 1 (43699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Entering Unmasked Estep 
Score: -8121206.000000 Penalty: 2649.899902
	Iteration 0F: 2 clusters Score -8121206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -8092536.000000 Penalty: 5299.799805
	Iteration 0F: 3 clusters Score -8092536 nChanged 19868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -8103396.500000 Penalty: 5299.799805
	Iteration 1F: 3 clusters Score -8103396 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -8103851.000000 Penalty: 5299.799805
	Iteration 2Q: 3 clusters Score -8103851 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -8104258.500000 Penalty: 5299.799805
	Iteration 3Q: 3 clusters Score -8104258 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -8104672.500000 Penalty: 5299.799805
	Iteration 4Q: 3 clusters Score -8104672 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -8105105.500000 Penalty: 5299.799805
	Iteration 5Q: 3 clusters Score -8105106 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -8105501.500000 Penalty: 5299.799805
	Iteration 6Q: 3 clusters Score -8105502 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -8106026.500000 Penalty: 5299.799805
	Iteration 7Q: 3 clusters Score -8106026 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -8106837.500000 Penalty: 5299.799805
	Iteration 8Q: 3 clusters Score -8106838 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -8108007.500000 Penalty: 5299.799805
	Iteration 9Q: 3 clusters Score -8108008 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -8109813.000000 Penalty: 5299.799805
	Iteration 10F: 3 clusters Score -8109813 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -8111990.000000 Penalty: 5299.799805
	Iteration 11F: 3 clusters Score -8111990 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -8113845.500000 Penalty: 5299.799805
	Iteration 12F: 3 clusters Score -8113846 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -8114934.000000 Penalty: 5299.799805
	Iteration 13Q: 3 clusters Score -8114934 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -8115476.000000 Penalty: 5299.799805
	Iteration 14Q: 3 clusters Score -8115476 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -8115810.500000 Penalty: 5299.799805
	Iteration 15Q: 3 clusters Score -8115810 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -8116076.000000 Penalty: 5299.799805
	Iteration 16Q: 3 clusters Score -8116076 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -8116303.000000 Penalty: 5299.799805
	Iteration 17Q: 3 clusters Score -8116303 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -8116557.500000 Penalty: 5299.799805
	Iteration 18Q: 3 clusters Score -8116558 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -8116759.500000 Penalty: 5299.799805
	Iteration 19Q: 3 clusters Score -8116760 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -8116876.500000 Penalty: 5299.799805
	Iteration 20F: 3 clusters Score -8116876 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -8116961.000000 Penalty: 5299.799805
	Iteration 21Q: 3 clusters Score -8116961 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -8117044.500000 Penalty: 5299.799805
	Iteration 22Q: 3 clusters Score -8117044 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -8117140.500000 Penalty: 5299.799805
	Iteration 23Q: 3 clusters Score -8117140 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -8117151.500000 Penalty: 5299.799805
	Iteration 24Q: 3 clusters Score -8117152 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -8117220.500000 Penalty: 5299.799805
	Iteration 25Q: 3 clusters Score -8117220 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -8117251.500000 Penalty: 5299.799805
	Iteration 26Q: 3 clusters Score -8117252 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -8117317.500000 Penalty: 5299.799805
	Iteration 27Q: 3 clusters Score -8117318 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -8117345.500000 Penalty: 5299.799805
	Iteration 28Q: 3 clusters Score -8117346 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -8117424.500000 Penalty: 5299.799805
	Iteration 29Q: 3 clusters Score -8117424 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -8117497.000000 Penalty: 5299.799805
	Iteration 30Q: 3 clusters Score -8117497 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -8117550.000000 Penalty: 5299.799805
	Iteration 31Q: 3 clusters Score -8117550 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -8117566.500000 Penalty: 5299.799805
	Iteration 32Q: 3 clusters Score -8117566 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -8117657.500000 Penalty: 5299.799805
	Iteration 33Q: 3 clusters Score -8117658 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -8117681.000000 Penalty: 5299.799805
	Iteration 34Q: 3 clusters Score -8117681 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -8117754.500000 Penalty: 5299.799805
	Iteration 35Q: 3 clusters Score -8117754 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -8117803.500000 Penalty: 5299.799805
	Iteration 36Q: 3 clusters Score -8117804 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -8117849.500000 Penalty: 5299.799805
	Iteration 37Q: 3 clusters Score -8117850 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -8117870.000000 Penalty: 5299.799805
	Iteration 38Q: 3 clusters Score -8117870 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -8117898.500000 Penalty: 5299.799805
	Iteration 39Q: 3 clusters Score -8117898 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -8117923.000000 Penalty: 5299.799805
	Iteration 40F: 3 clusters Score -8117923 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -8118001.000000 Penalty: 5299.799805
	Iteration 41Q: 3 clusters Score -8118001 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -8118066.000000 Penalty: 5299.799805
	Iteration 42Q: 3 clusters Score -8118066 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -8118142.500000 Penalty: 5299.799805
	Iteration 43Q: 3 clusters Score -8118142 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -8118199.500000 Penalty: 5299.799805
	Iteration 44Q: 3 clusters Score -8118200 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -8118261.000000 Penalty: 5299.799805
	Iteration 45Q: 3 clusters Score -8118261 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -8118318.000000 Penalty: 5299.799805
	Iteration 46Q: 3 clusters Score -8118318 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -8118371.500000 Penalty: 5299.799805
	Iteration 47Q: 3 clusters Score -8118372 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -8118436.500000 Penalty: 5299.799805
	Iteration 48Q: 3 clusters Score -8118436 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -8118494.000000 Penalty: 5299.799805
	Iteration 49Q: 3 clusters Score -8118494 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -8118576.500000 Penalty: 5299.799805
	Iteration 50Q: 3 clusters Score -8118576 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -8118634.500000 Penalty: 5299.799805
	Iteration 51Q: 3 clusters Score -8118634 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -8118718.500000 Penalty: 5299.799805
	Iteration 52Q: 3 clusters Score -8118718 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -8118806.500000 Penalty: 5299.799805
	Iteration 53Q: 3 clusters Score -8118806 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -8118855.500000 Penalty: 5299.799805
	Iteration 54Q: 3 clusters Score -8118856 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -8118918.500000 Penalty: 5299.799805
	Iteration 55Q: 3 clusters Score -8118918 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -8118971.500000 Penalty: 5299.799805
	Iteration 56Q: 3 clusters Score -8118972 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -8118971.500000 Penalty: 5299.799805
	Iteration 57Q: 3 clusters Score -8118972 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -8119014.500000 Penalty: 5299.799805
	Iteration 58Q: 3 clusters Score -8119014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -8119033.500000 Penalty: 5299.799805
	Iteration 59Q: 3 clusters Score -8119034 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -8119046.000000 Penalty: 5299.799805
	Iteration 60F: 3 clusters Score -8119046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8119068.500000 Penalty: 5299.799805
	Iteration 61Q: 3 clusters Score -8119068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -8119096.500000 Penalty: 5299.799805
	Iteration 62Q: 3 clusters Score -8119096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -8119114.000000 Penalty: 5299.799805
	Iteration 63Q: 3 clusters Score -8119114 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -8119115.500000 Penalty: 5299.799805
	Iteration 64Q: 3 clusters Score -8119116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -8119123.500000 Penalty: 5299.799805
	Iteration 65Q: 3 clusters Score -8119124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -8119148.500000 Penalty: 5299.799805
	Iteration 66Q: 3 clusters Score -8119148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -8119150.000000 Penalty: 5299.799805
	Iteration 67Q: 3 clusters Score -8119150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -8119152.500000 Penalty: 5299.799805
	Iteration 68Q: 3 clusters Score -8119152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -8119168.000000 Penalty: 5299.799805
	Iteration 69Q: 3 clusters Score -8119168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -8119173.000000 Penalty: 5299.799805
	Iteration 70Q: 3 clusters Score -8119173 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -8119171.000000 Penalty: 5299.799805
	Iteration 71Q: 3 clusters Score -8119171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -8119190.500000 Penalty: 5299.799805
	Iteration 72Q: 3 clusters Score -8119190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -8119200.000000 Penalty: 5299.799805
	Iteration 73Q: 3 clusters Score -8119200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -8119188.000000 Penalty: 5299.799805
	Iteration 74Q: 3 clusters Score -8119188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -8119198.500000 Penalty: 5299.799805
	Iteration 75Q: 3 clusters Score -8119198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -8119198.000000 Penalty: 5299.799805
	Iteration 76Q: 3 clusters Score -8119198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -8119209.500000 Penalty: 5299.799805
	Iteration 77Q: 3 clusters Score -8119210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -8119213.000000 Penalty: 5299.799805
	Iteration 78Q: 3 clusters Score -8119213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -8119213.000000 Penalty: 5299.799805
	Iteration 79Q: 3 clusters Score -8119213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -8119213.500000 Penalty: 5299.799805
	Iteration 80F: 3 clusters Score -8119214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -8119208.000000 Penalty: 5299.799805
	Iteration 81Q: 3 clusters Score -8119208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -8119219.000000 Penalty: 5299.799805
	Iteration 82Q: 3 clusters Score -8119219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -8119228.000000 Penalty: 5299.799805
	Iteration 83Q: 3 clusters Score -8119228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -8119227.500000 Penalty: 5299.799805
	Iteration 84Q: 3 clusters Score -8119228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -8119225.500000 Penalty: 5299.799805
	Iteration 85Q: 3 clusters Score -8119226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -8119225.500000 Penalty: 5299.799805
	Iteration 86F: 3 clusters Score -8119226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Entering Unmasked Estep 
Score: -7933439.500000 Penalty: 2645.398682
	Iteration 0F: 2 clusters Score -7933440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -7904802.000000 Penalty: 5290.797363
	Iteration 0F: 3 clusters Score -7904802 nChanged 19642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -7915421.500000 Penalty: 5290.797363
	Iteration 1F: 3 clusters Score -7915422 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -7916002.000000 Penalty: 5290.797363
	Iteration 2Q: 3 clusters Score -7916002 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -7916711.000000 Penalty: 5290.797363
	Iteration 3Q: 3 clusters Score -7916711 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -7917524.000000 Penalty: 5290.797363
	Iteration 4Q: 3 clusters Score -7917524 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -7918435.000000 Penalty: 5290.797363
	Iteration 5Q: 3 clusters Score -7918435 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -7919465.000000 Penalty: 5290.797363
	Iteration 6Q: 3 clusters Score -7919465 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -7920487.000000 Penalty: 5290.797363
	Iteration 7Q: 3 clusters Score -7920487 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -7921413.000000 Penalty: 5290.797363
	Iteration 8Q: 3 clusters Score -7921413 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -7922509.000000 Penalty: 5290.797363
	Iteration 9Q: 3 clusters Score -7922509 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -7923711.500000 Penalty: 5290.797363
	Iteration 10Q: 3 clusters Score -7923712 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -7924984.500000 Penalty: 5290.797363
	Iteration 11Q: 3 clusters Score -7924984 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -7926068.000000 Penalty: 5290.797363
	Iteration 12Q: 3 clusters Score -7926068 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -7926756.000000 Penalty: 5290.797363
	Iteration 13Q: 3 clusters Score -7926756 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -7927063.500000 Penalty: 5290.797363
	Iteration 14Q: 3 clusters Score -7927064 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -7927240.000000 Penalty: 5290.797363
	Iteration 15Q: 3 clusters Score -7927240 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -7927340.500000 Penalty: 5290.797363
	Iteration 16Q: 3 clusters Score -7927340 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -7927407.500000 Penalty: 5290.797363
	Iteration 17Q: 3 clusters Score -7927408 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -7927432.000000 Penalty: 5290.797363
	Iteration 18Q: 3 clusters Score -7927432 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -7927500.000000 Penalty: 5290.797363
	Iteration 19Q: 3 clusters Score -7927500 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -7927521.000000 Penalty: 5290.797363
	Iteration 20F: 3 clusters Score -7927521 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -7927571.500000 Penalty: 5290.797363
	Iteration 21Q: 3 clusters Score -7927572 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -7927598.000000 Penalty: 5290.797363
	Iteration 22Q: 3 clusters Score -7927598 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -7927625.000000 Penalty: 5290.797363
	Iteration 23Q: 3 clusters Score -7927625 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -7927661.500000 Penalty: 5290.797363
	Iteration 24Q: 3 clusters Score -7927662 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -7927711.500000 Penalty: 5290.797363
	Iteration 25Q: 3 clusters Score -7927712 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -7927757.000000 Penalty: 5290.797363
	Iteration 26Q: 3 clusters Score -7927757 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -7927814.000000 Penalty: 5290.797363
	Iteration 27Q: 3 clusters Score -7927814 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -7927861.000000 Penalty: 5290.797363
	Iteration 28Q: 3 clusters Score -7927861 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -7927909.000000 Penalty: 5290.797363
	Iteration 29Q: 3 clusters Score -7927909 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -7927990.500000 Penalty: 5290.797363
	Iteration 30Q: 3 clusters Score -7927990 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -7928061.000000 Penalty: 5290.797363
	Iteration 31Q: 3 clusters Score -7928061 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -7928169.000000 Penalty: 5290.797363
	Iteration 32Q: 3 clusters Score -7928169 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -7928214.500000 Penalty: 5290.797363
	Iteration 33Q: 3 clusters Score -7928214 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -7928286.500000 Penalty: 5290.797363
	Iteration 34Q: 3 clusters Score -7928286 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -7928378.500000 Penalty: 5290.797363
	Iteration 35Q: 3 clusters Score -7928378 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -7928482.500000 Penalty: 5290.797363
	Iteration 36Q: 3 clusters Score -7928482 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -7928572.000000 Penalty: 5290.797363
	Iteration 37Q: 3 clusters Score -7928572 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -7928667.000000 Penalty: 5290.797363
	Iteration 38Q: 3 clusters Score -7928667 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -7928738.500000 Penalty: 5290.797363
	Iteration 39Q: 3 clusters Score -7928738 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -7928822.500000 Penalty: 5290.797363
	Iteration 40F: 3 clusters Score -7928822 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -7928901.500000 Penalty: 5290.797363
	Iteration 41Q: 3 clusters Score -7928902 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -7928962.500000 Penalty: 5290.797363
	Iteration 42Q: 3 clusters Score -7928962 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -7929020.000000 Penalty: 5290.797363
	Iteration 43Q: 3 clusters Score -7929020 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -7929103.500000 Penalty: 5290.797363
	Iteration 44Q: 3 clusters Score -7929104 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -7929122.000000 Penalty: 5290.797363
	Iteration 45Q: 3 clusters Score -7929122 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -7929137.500000 Penalty: 5290.797363
	Iteration 46Q: 3 clusters Score -7929138 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -7929176.500000 Penalty: 5290.797363
	Iteration 47Q: 3 clusters Score -7929176 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -7929210.500000 Penalty: 5290.797363
	Iteration 48Q: 3 clusters Score -7929210 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -7929271.000000 Penalty: 5290.797363
	Iteration 49Q: 3 clusters Score -7929271 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -7929312.500000 Penalty: 5290.797363
	Iteration 50Q: 3 clusters Score -7929312 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -7929371.000000 Penalty: 5290.797363
	Iteration 51Q: 3 clusters Score -7929371 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -7929410.000000 Penalty: 5290.797363
	Iteration 52Q: 3 clusters Score -7929410 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -7929469.000000 Penalty: 5290.797363
	Iteration 53Q: 3 clusters Score -7929469 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -7929564.000000 Penalty: 5290.797363
	Iteration 54Q: 3 clusters Score -7929564 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -7929603.500000 Penalty: 5290.797363
	Iteration 55Q: 3 clusters Score -7929604 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -7929674.000000 Penalty: 5290.797363
	Iteration 56Q: 3 clusters Score -7929674 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -7929702.000000 Penalty: 5290.797363
	Iteration 57Q: 3 clusters Score -7929702 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -7929751.000000 Penalty: 5290.797363
	Iteration 58Q: 3 clusters Score -7929751 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -7929808.000000 Penalty: 5290.797363
	Iteration 59Q: 3 clusters Score -7929808 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -7929850.500000 Penalty: 5290.797363
	Iteration 60F: 3 clusters Score -7929850 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -7929875.000000 Penalty: 5290.797363
	Iteration 61Q: 3 clusters Score -7929875 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -7929938.500000 Penalty: 5290.797363
	Iteration 62Q: 3 clusters Score -7929938 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -7929960.500000 Penalty: 5290.797363
	Iteration 63Q: 3 clusters Score -7929960 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -7930017.500000 Penalty: 5290.797363
	Iteration 64Q: 3 clusters Score -7930018 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -7930066.000000 Penalty: 5290.797363
	Iteration 65Q: 3 clusters Score -7930066 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -7930110.500000 Penalty: 5290.797363
	Iteration 66Q: 3 clusters Score -7930110 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -7930146.000000 Penalty: 5290.797363
	Iteration 67Q: 3 clusters Score -7930146 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -7930158.500000 Penalty: 5290.797363
	Iteration 68Q: 3 clusters Score -7930158 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -7930202.500000 Penalty: 5290.797363
	Iteration 69Q: 3 clusters Score -7930202 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -7930218.500000 Penalty: 5290.797363
	Iteration 70Q: 3 clusters Score -7930218 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -7930253.500000 Penalty: 5290.797363
	Iteration 71Q: 3 clusters Score -7930254 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -7930299.000000 Penalty: 5290.797363
	Iteration 72Q: 3 clusters Score -7930299 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -7930318.500000 Penalty: 5290.797363
	Iteration 73Q: 3 clusters Score -7930318 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -7930354.500000 Penalty: 5290.797363
	Iteration 74Q: 3 clusters Score -7930354 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -7930399.000000 Penalty: 5290.797363
	Iteration 75Q: 3 clusters Score -7930399 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -7930440.000000 Penalty: 5290.797363
	Iteration 76Q: 3 clusters Score -7930440 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -7930481.000000 Penalty: 5290.797363
	Iteration 77Q: 3 clusters Score -7930481 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -7930517.000000 Penalty: 5290.797363
	Iteration 78Q: 3 clusters Score -7930517 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -7930552.000000 Penalty: 5290.797363
	Iteration 79Q: 3 clusters Score -7930552 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -7930640.500000 Penalty: 5290.797363
	Iteration 80F: 3 clusters Score -7930640 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -7930675.000000 Penalty: 5290.797363
	Iteration 81Q: 3 clusters Score -7930675 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -7930721.000000 Penalty: 5290.797363
	Iteration 82Q: 3 clusters Score -7930721 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -7930780.000000 Penalty: 5290.797363
	Iteration 83Q: 3 clusters Score -7930780 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7930814 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7930841 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7930868 nChanged 212
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Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7930898 nChanged 192
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Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7930938 nChanged 204
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Mstep: Class 1 contains 31507 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7930986 nChanged 187
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7931036 nChanged 191
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Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7931088 nChanged 193
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Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7931136 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7931160 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7931191 nChanged 188
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Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -7931220.500000 Penalty: 5290.797363
	Iteration 95Q: 3 clusters Score -7931220 nChanged 193
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Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7931245 nChanged 194
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Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7931261 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -7931308.000000 Penalty: 5290.797363
	Iteration 98Q: 3 clusters Score -7931308 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -7931348.500000 Penalty: 5290.797363
	Iteration 99Q: 3 clusters Score -7931348 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -7931395.000000 Penalty: 5290.797363
	Iteration 100F: 3 clusters Score -7931395 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -7931439.500000 Penalty: 5290.797363
	Iteration 101Q: 3 clusters Score -7931440 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7931468 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -7931515.500000 Penalty: 5290.797363
	Iteration 103Q: 3 clusters Score -7931516 nChanged 194
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Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7931552 nChanged 197
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Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -7931610.500000 Penalty: 5290.797363
	Iteration 105Q: 3 clusters Score -7931610 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -7931626.000000 Penalty: 5290.797363
	Iteration 106Q: 3 clusters Score -7931626 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7931675 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7931710 nChanged 163
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Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -7931730.000000 Penalty: 5290.797363
	Iteration 109Q: 3 clusters Score -7931730 nChanged 159
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Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7931754 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -7931793.500000 Penalty: 5290.797363
	Iteration 111Q: 3 clusters Score -7931794 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -7931803.000000 Penalty: 5290.797363
	Iteration 112Q: 3 clusters Score -7931803 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -7931818.000000 Penalty: 5290.797363
	Iteration 113Q: 3 clusters Score -7931818 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -7931831.000000 Penalty: 5290.797363
	Iteration 114Q: 3 clusters Score -7931831 nChanged 105
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Mstep: Class 1 contains 36058 members 
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Entering Unmasked Estep 
Score: -7931864.500000 Penalty: 5290.797363
	Iteration 115Q: 3 clusters Score -7931864 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7931868 nChanged 129
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Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7931886 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -7931912.500000 Penalty: 5290.797363
	Iteration 118Q: 3 clusters Score -7931912 nChanged 126
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Mstep: Class 1 contains 36545 members 
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Entering Unmasked Estep 
Score: -7931917.000000 Penalty: 5290.797363
	Iteration 119Q: 3 clusters Score -7931917 nChanged 122
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -7931936.000000 Penalty: 5290.797363
	Iteration 120F: 3 clusters Score -7931936 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7931947 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7931987 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -7932016.500000 Penalty: 5290.797363
	Iteration 123Q: 3 clusters Score -7932016 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -7932037.500000 Penalty: 5290.797363
	Iteration 124Q: 3 clusters Score -7932038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -7932023.500000 Penalty: 5290.797363
	Iteration 125Q: 3 clusters Score -7932024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -7932037.500000 Penalty: 5290.797363
	Iteration 126Q: 3 clusters Score -7932038 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7932047 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -7932050.000000 Penalty: 5290.797363
	Iteration 128Q: 3 clusters Score -7932050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -7932069.000000 Penalty: 5290.797363
	Iteration 129Q: 3 clusters Score -7932069 nChanged 49
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Mstep: Class 1 contains 37381 members 
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Entering Unmasked Estep 
Score: -7932078.500000 Penalty: 5290.797363
	Iteration 130Q: 3 clusters Score -7932078 nChanged 51
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Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -7932095.000000 Penalty: 5290.797363
	Iteration 131Q: 3 clusters Score -7932095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 5430 members 
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Score: -7932103.000000 Penalty: 5290.797363
	Iteration 132Q: 3 clusters Score -7932103 nChanged 59
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Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -7932101.000000 Penalty: 5290.797363
	Iteration 133Q: 3 clusters Score -7932101 nChanged 65
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Mstep: Class 1 contains 37607 members 
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Entering Unmasked Estep 
Score: -7932112.000000 Penalty: 5290.797363
	Iteration 134Q: 3 clusters Score -7932112 nChanged 66
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Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -7932126.000000 Penalty: 5290.797363
	Iteration 135Q: 3 clusters Score -7932126 nChanged 62
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Mstep: Class 1 contains 37735 members 
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Entering Unmasked Estep 
Score: -7932145.500000 Penalty: 5290.797363
	Iteration 136Q: 3 clusters Score -7932146 nChanged 54
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Mstep: Class 1 contains 37789 members 
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Entering Unmasked Estep 
Score: -7932157.500000 Penalty: 5290.797363
	Iteration 137Q: 3 clusters Score -7932158 nChanged 51
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Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -7932168.000000 Penalty: 5290.797363
	Iteration 138Q: 3 clusters Score -7932168 nChanged 57
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Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -7932183.000000 Penalty: 5290.797363
	Iteration 139Q: 3 clusters Score -7932183 nChanged 65
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Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -7932200.000000 Penalty: 5290.797363
	Iteration 140F: 3 clusters Score -7932200 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -7932194.000000 Penalty: 5290.797363
	Iteration 141Q: 3 clusters Score -7932194 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -7932188.000000 Penalty: 5290.797363
	Iteration 142Q: 3 clusters Score -7932188 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -7932191.000000 Penalty: 5290.797363
	Iteration 143Q: 3 clusters Score -7932191 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38182 members 
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Entering Unmasked Estep 
Score: -7932209.000000 Penalty: 5290.797363
	Iteration 144Q: 3 clusters Score -7932209 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -7932221.500000 Penalty: 5290.797363
	Iteration 145Q: 3 clusters Score -7932222 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38281 members 
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Entering Unmasked Estep 
Score: -7932214.500000 Penalty: 5290.797363
	Iteration 146Q: 3 clusters Score -7932214 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -7932204.000000 Penalty: 5290.797363
	Iteration 147Q: 3 clusters Score -7932204 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38360 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7932206 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -7932207.000000 Penalty: 5290.797363
	Iteration 149Q: 3 clusters Score -7932207 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -7932220.000000 Penalty: 5290.797363
	Iteration 150Q: 3 clusters Score -7932220 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -7932232.000000 Penalty: 5290.797363
	Iteration 151Q: 3 clusters Score -7932232 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -7932220.500000 Penalty: 5290.797363
	Iteration 152Q: 3 clusters Score -7932220 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -7932228.500000 Penalty: 5290.797363
	Iteration 153Q: 3 clusters Score -7932228 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -7932233.000000 Penalty: 5290.797363
	Iteration 154Q: 3 clusters Score -7932233 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -7932221.000000 Penalty: 5290.797363
	Iteration 155Q: 3 clusters Score -7932221 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -7932233.000000 Penalty: 5290.797363
	Iteration 156Q: 3 clusters Score -7932233 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -7932229.000000 Penalty: 5290.797363
	Iteration 157Q: 3 clusters Score -7932229 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -7932231.000000 Penalty: 5290.797363
	Iteration 158Q: 3 clusters Score -7932231 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -7932223.000000 Penalty: 5290.797363
	Iteration 159Q: 3 clusters Score -7932223 nChanged 20
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Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -7932236.000000 Penalty: 5290.797363
	Iteration 160F: 3 clusters Score -7932236 nChanged 20
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Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -7932237.500000 Penalty: 5290.797363
	Iteration 161Q: 3 clusters Score -7932238 nChanged 20
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Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7932245.000000 Penalty: 5290.797363
	Iteration 162Q: 3 clusters Score -7932245 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -7932239.500000 Penalty: 5290.797363
	Iteration 163Q: 3 clusters Score -7932240 nChanged 12
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Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -7932247.000000 Penalty: 5290.797363
	Iteration 164Q: 3 clusters Score -7932247 nChanged 11
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Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -7932259.000000 Penalty: 5290.797363
	Iteration 165Q: 3 clusters Score -7932259 nChanged 7
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Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -7932264.500000 Penalty: 5290.797363
	Iteration 166Q: 3 clusters Score -7932264 nChanged 11
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Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -7932260 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -7932256.500000 Penalty: 5290.797363
	Iteration 168Q: 3 clusters Score -7932256 nChanged 10
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Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -7932252.000000 Penalty: 5290.797363
	Iteration 169Q: 3 clusters Score -7932252 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -7932254.000000 Penalty: 5290.797363
	Iteration 170Q: 3 clusters Score -7932254 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -7932252.000000 Penalty: 5290.797363
	Iteration 171Q: 3 clusters Score -7932252 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -7932250.000000 Penalty: 5290.797363
	Iteration 172Q: 3 clusters Score -7932250 nChanged 2
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Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -7932246.500000 Penalty: 5290.797363
	Iteration 173Q: 3 clusters Score -7932246 nChanged 1
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Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -7932248.500000 Penalty: 5290.797363
	Iteration 174Q: 3 clusters Score -7932248 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -7932245.000000 Penalty: 5290.797363
	Iteration 175Q: 3 clusters Score -7932245 nChanged 2
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Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -7932254.500000 Penalty: 5290.797363
	Iteration 176Q: 3 clusters Score -7932254 nChanged 3
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Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -7932246.500000 Penalty: 5290.797363
	Iteration 177Q: 3 clusters Score -7932246 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -7932248.000000 Penalty: 5290.797363
	Iteration 178Q: 3 clusters Score -7932248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -7932250.000000 Penalty: 5290.797363
	Iteration 179Q: 3 clusters Score -7932250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -7932250.000000 Penalty: 5290.797363
	Iteration 180F: 3 clusters Score -7932250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -7932246.000000 Penalty: 5290.797363
	Iteration 181Q: 3 clusters Score -7932246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -7932238.000000 Penalty: 5290.797363
	Iteration 182Q: 3 clusters Score -7932238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -7932231.500000 Penalty: 5290.797363
	Iteration 183Q: 3 clusters Score -7932232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -7932237.000000 Penalty: 5290.797363
	Iteration 184Q: 3 clusters Score -7932237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -7932235.000000 Penalty: 5290.797363
	Iteration 185Q: 3 clusters Score -7932235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -7932240.000000 Penalty: 5290.797363
	Iteration 186Q: 3 clusters Score -7932240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -7932245.500000 Penalty: 5290.797363
	Iteration 187Q: 3 clusters Score -7932246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7932246.500000 Penalty: 5290.797363
	Iteration 188Q: 3 clusters Score -7932246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7932253.500000 Penalty: 5290.797363
	Iteration 189Q: 3 clusters Score -7932254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -7932248.000000 Penalty: 5290.797363
	Iteration 190Q: 3 clusters Score -7932248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -7932246.000000 Penalty: 5290.797363
	Iteration 191Q: 3 clusters Score -7932246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -7932252.500000 Penalty: 5290.797363
	Iteration 192Q: 3 clusters Score -7932252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -7932251.500000 Penalty: 5290.797363
	Iteration 193Q: 3 clusters Score -7932252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -7932254.500000 Penalty: 5290.797363
	Iteration 194Q: 3 clusters Score -7932254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -7932254.500000 Penalty: 5290.797363
	Iteration 195F: 3 clusters Score -7932254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Entering Unmasked Estep 
Score: -8608706.000000 Penalty: 2668.291992
	Iteration 0F: 2 clusters Score -8608706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -8578302.000000 Penalty: 5336.583984
	Iteration 0F: 3 clusters Score -8578302 nChanged 21623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -8590174.000000 Penalty: 5336.583984
	Iteration 1F: 3 clusters Score -8590174 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -8590559.000000 Penalty: 5336.583984
	Iteration 2Q: 3 clusters Score -8590559 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -8590852.000000 Penalty: 5336.583984
	Iteration 3Q: 3 clusters Score -8590852 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -8591067.000000 Penalty: 5336.583984
	Iteration 4Q: 3 clusters Score -8591067 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -8591281.000000 Penalty: 5336.583984
	Iteration 5Q: 3 clusters Score -8591281 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -8591442.000000 Penalty: 5336.583984
	Iteration 6Q: 3 clusters Score -8591442 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -8591618.000000 Penalty: 5336.583984
	Iteration 7Q: 3 clusters Score -8591618 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -8591859.000000 Penalty: 5336.583984
	Iteration 8Q: 3 clusters Score -8591859 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -8592120.000000 Penalty: 5336.583984
	Iteration 9Q: 3 clusters Score -8592120 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -8592411.000000 Penalty: 5336.583984
	Iteration 10Q: 3 clusters Score -8592411 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -8592896.000000 Penalty: 5336.583984
	Iteration 11Q: 3 clusters Score -8592896 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -8593764.000000 Penalty: 5336.583984
	Iteration 12Q: 3 clusters Score -8593764 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -8595216.000000 Penalty: 5336.583984
	Iteration 13F: 3 clusters Score -8595216 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -8597631.000000 Penalty: 5336.583984
	Iteration 14F: 3 clusters Score -8597631 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -8601000.000000 Penalty: 5336.583984
	Iteration 15F: 3 clusters Score -8601000 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8603913.000000 Penalty: 5336.583984
	Iteration 16F: 3 clusters Score -8603913 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8605286.000000 Penalty: 5336.583984
	Iteration 17Q: 3 clusters Score -8605286 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8605854.000000 Penalty: 5336.583984
	Iteration 18Q: 3 clusters Score -8605854 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8606131.000000 Penalty: 5336.583984
	Iteration 19Q: 3 clusters Score -8606131 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8606245.000000 Penalty: 5336.583984
	Iteration 20F: 3 clusters Score -8606245 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8606287.000000 Penalty: 5336.583984
	Iteration 21Q: 3 clusters Score -8606287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8606307.000000 Penalty: 5336.583984
	Iteration 22Q: 3 clusters Score -8606307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8606333.000000 Penalty: 5336.583984
	Iteration 23Q: 3 clusters Score -8606333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8606335.000000 Penalty: 5336.583984
	Iteration 24Q: 3 clusters Score -8606335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8606346.000000 Penalty: 5336.583984
	Iteration 25Q: 3 clusters Score -8606346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8606350.000000 Penalty: 5336.583984
	Iteration 26Q: 3 clusters Score -8606350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8606350.000000 Penalty: 5336.583984
	Iteration 27F: 3 clusters Score -8606350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -202810.765625 Penalty: 1750.145142
	Iteration 0F: 2 clusters Score -202810.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -200769.656250 Penalty: 3500.290283
	Iteration 0F: 3 clusters Score -200769.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -201218.171875 Penalty: 3500.290283
	Iteration 1F: 3 clusters Score -201218.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -201414.843750 Penalty: 3500.290283
	Iteration 2F: 3 clusters Score -201414.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -201503.546875 Penalty: 3500.290283
	Iteration 3Q: 3 clusters Score -201503.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -201581.437500 Penalty: 3500.290283
	Iteration 4Q: 3 clusters Score -201581.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -201669.718750 Penalty: 3500.290283
	Iteration 5Q: 3 clusters Score -201669.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -201767.437500 Penalty: 3500.290283
	Iteration 6Q: 3 clusters Score -201767.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -201916.734375 Penalty: 3500.290283
	Iteration 7Q: 3 clusters Score -201916.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -202036.640625 Penalty: 3500.290283
	Iteration 8Q: 3 clusters Score -202036.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -202139.828125 Penalty: 3500.290283
	Iteration 9Q: 3 clusters Score -202139.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -202228.109375 Penalty: 3500.290283
	Iteration 10Q: 3 clusters Score -202228.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -202317.109375 Penalty: 3500.290283
	Iteration 11Q: 3 clusters Score -202317.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -202359.625000 Penalty: 3500.290283
	Iteration 12Q: 3 clusters Score -202359.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -202379.390625 Penalty: 3500.290283
	Iteration 13Q: 3 clusters Score -202379.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -202392.093750 Penalty: 3500.290283
	Iteration 14Q: 3 clusters Score -202392.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -202415.625000 Penalty: 3500.290283
	Iteration 15Q: 3 clusters Score -202415.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -202433.578125 Penalty: 3500.290283
	Iteration 16Q: 3 clusters Score -202433.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -202451.515625 Penalty: 3500.290283
	Iteration 17Q: 3 clusters Score -202451.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -202460.843750 Penalty: 3500.290283
	Iteration 18Q: 3 clusters Score -202460.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -202470.546875 Penalty: 3500.290283
	Iteration 19Q: 3 clusters Score -202470.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202482.500000 Penalty: 3500.290283
	Iteration 20F: 3 clusters Score -202482.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -202484.875000 Penalty: 3500.290283
	Iteration 21Q: 3 clusters Score -202484.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -202484.875000 Penalty: 3500.290283
	Iteration 22F: 3 clusters Score -202484.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Entering Unmasked Estep 
Score: -410782.843750 Penalty: 1926.281494
	Iteration 0F: 2 clusters Score -410782.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -407892.687500 Penalty: 3852.562988
	Iteration 0F: 3 clusters Score -407892.7 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -408439.718750 Penalty: 3852.562988
	Iteration 1F: 3 clusters Score -408439.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -408610.812500 Penalty: 3852.562988
	Iteration 2F: 3 clusters Score -408610.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -408719.750000 Penalty: 3852.562988
	Iteration 3F: 3 clusters Score -408719.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -408785.656250 Penalty: 3852.562988
	Iteration 4Q: 3 clusters Score -408785.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -408826.187500 Penalty: 3852.562988
	Iteration 5Q: 3 clusters Score -408826.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -408856.187500 Penalty: 3852.562988
	Iteration 6Q: 3 clusters Score -408856.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -408880.593750 Penalty: 3852.562988
	Iteration 7Q: 3 clusters Score -408880.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -408896.656250 Penalty: 3852.562988
	Iteration 8Q: 3 clusters Score -408896.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -408908.125000 Penalty: 3852.562988
	Iteration 9Q: 3 clusters Score -408908.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -408923.468750 Penalty: 3852.562988
	Iteration 10Q: 3 clusters Score -408923.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -408936.937500 Penalty: 3852.562988
	Iteration 11Q: 3 clusters Score -408936.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -408945.093750 Penalty: 3852.562988
	Iteration 12Q: 3 clusters Score -408945.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -408961.187500 Penalty: 3852.562988
	Iteration 13Q: 3 clusters Score -408961.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -408971.218750 Penalty: 3852.562988
	Iteration 14Q: 3 clusters Score -408971.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -408980.437500 Penalty: 3852.562988
	Iteration 15Q: 3 clusters Score -408980.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -408987.843750 Penalty: 3852.562988
	Iteration 16Q: 3 clusters Score -408987.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -408992.656250 Penalty: 3852.562988
	Iteration 17Q: 3 clusters Score -408992.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -408995.093750 Penalty: 3852.562988
	Iteration 18Q: 3 clusters Score -408995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -408996.781250 Penalty: 3852.562988
	Iteration 19Q: 3 clusters Score -408996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -408998.437500 Penalty: 3852.562988
	Iteration 20F: 3 clusters Score -408998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -408999.343750 Penalty: 3852.562988
	Iteration 21Q: 3 clusters Score -408999.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -409001.937500 Penalty: 3852.562988
	Iteration 22Q: 3 clusters Score -409001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -409002.875000 Penalty: 3852.562988
	Iteration 23Q: 3 clusters Score -409002.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -409005.593750 Penalty: 3852.562988
	Iteration 24Q: 3 clusters Score -409005.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -409008.437500 Penalty: 3852.562988
	Iteration 25Q: 3 clusters Score -409008.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -409010.531250 Penalty: 3852.562988
	Iteration 26Q: 3 clusters Score -409010.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -409013.562500 Penalty: 3852.562988
	Iteration 27Q: 3 clusters Score -409013.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -409015.687500 Penalty: 3852.562988
	Iteration 28Q: 3 clusters Score -409015.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -409016.750000 Penalty: 3852.562988
	Iteration 29Q: 3 clusters Score -409016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -409019.125000 Penalty: 3852.562988
	Iteration 30Q: 3 clusters Score -409019.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -409019.125000 Penalty: 3852.562988
	Iteration 31F: 3 clusters Score -409019.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Entering Unmasked Estep 
Score: -8705779.000000 Penalty: 2665.632812
	Iteration 0F: 2 clusters Score -8705779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -8676569.000000 Penalty: 5331.265625
	Iteration 0F: 3 clusters Score -8676569 nChanged 21428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -8688259.000000 Penalty: 5331.265625
	Iteration 1F: 3 clusters Score -8688259 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -8688788.000000 Penalty: 5331.265625
	Iteration 2Q: 3 clusters Score -8688788 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -8689315.000000 Penalty: 5331.265625
	Iteration 3Q: 3 clusters Score -8689315 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -8689856.000000 Penalty: 5331.265625
	Iteration 4Q: 3 clusters Score -8689856 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -8690725.000000 Penalty: 5331.265625
	Iteration 5Q: 3 clusters Score -8690725 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -8691921.000000 Penalty: 5331.265625
	Iteration 6F: 3 clusters Score -8691921 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -8693600.000000 Penalty: 5331.265625
	Iteration 7F: 3 clusters Score -8693600 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -8695688.000000 Penalty: 5331.265625
	Iteration 8F: 3 clusters Score -8695688 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -8698143.000000 Penalty: 5331.265625
	Iteration 9F: 3 clusters Score -8698143 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -8700321.000000 Penalty: 5331.265625
	Iteration 10F: 3 clusters Score -8700321 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -8702048.000000 Penalty: 5331.265625
	Iteration 11Q: 3 clusters Score -8702048 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -8703062.000000 Penalty: 5331.265625
	Iteration 12Q: 3 clusters Score -8703062 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8703571.000000 Penalty: 5331.265625
	Iteration 13Q: 3 clusters Score -8703571 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -8703683.000000 Penalty: 5331.265625
	Iteration 14Q: 3 clusters Score -8703683 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -8703758.000000 Penalty: 5331.265625
	Iteration 15Q: 3 clusters Score -8703758 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -8703789.000000 Penalty: 5331.265625
	Iteration 16Q: 3 clusters Score -8703789 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -8703807.000000 Penalty: 5331.265625
	Iteration 17Q: 3 clusters Score -8703807 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -8703780.000000 Penalty: 5331.265625
	Iteration 18Q: 3 clusters Score -8703780 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -8703787.000000 Penalty: 5331.265625
	Iteration 19Q: 3 clusters Score -8703787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -8703777.000000 Penalty: 5331.265625
	Iteration 20F: 3 clusters Score -8703777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -8703773.000000 Penalty: 5331.265625
	Iteration 21Q: 3 clusters Score -8703773 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -8703759.000000 Penalty: 5331.265625
	Iteration 22Q: 3 clusters Score -8703759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -8703755.000000 Penalty: 5331.265625
	Iteration 23Q: 3 clusters Score -8703755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -8703755.000000 Penalty: 5331.265625
	Iteration 24Q: 3 clusters Score -8703755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -8703766.000000 Penalty: 5331.265625
	Iteration 25Q: 3 clusters Score -8703766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 46165 members 
Entering Unmasked Estep 
Score: -8703780.000000 Penalty: 5331.265625
	Iteration 26Q: 3 clusters Score -8703780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -8703779.000000 Penalty: 5331.265625
	Iteration 27Q: 3 clusters Score -8703779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -8703773.000000 Penalty: 5331.265625
	Iteration 28Q: 3 clusters Score -8703773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -8703771.000000 Penalty: 5331.265625
	Iteration 29Q: 3 clusters Score -8703771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -8703779.000000 Penalty: 5331.265625
	Iteration 30Q: 3 clusters Score -8703779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -8703778.000000 Penalty: 5331.265625
	Iteration 31Q: 3 clusters Score -8703778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -8703782.000000 Penalty: 5331.265625
	Iteration 32Q: 3 clusters Score -8703782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8703779.000000 Penalty: 5331.265625
	Iteration 33Q: 3 clusters Score -8703779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8703779.000000 Penalty: 5331.265625
	Iteration 34F: 3 clusters Score -8703779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Entering Unmasked Estep 
Score: -7842879.500000 Penalty: 2645.167480
	Iteration 0F: 2 clusters Score -7842880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -7814030.000000 Penalty: 5290.334961
	Iteration 0F: 3 clusters Score -7814030 nChanged 19585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -7824781.000000 Penalty: 5290.334961
	Iteration 1F: 3 clusters Score -7824781 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -7825147.500000 Penalty: 5290.334961
	Iteration 2Q: 3 clusters Score -7825148 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -7825534.500000 Penalty: 5290.334961
	Iteration 3Q: 3 clusters Score -7825534 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -7825911.500000 Penalty: 5290.334961
	Iteration 4Q: 3 clusters Score -7825912 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -7826342.000000 Penalty: 5290.334961
	Iteration 5Q: 3 clusters Score -7826342 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -7826842.000000 Penalty: 5290.334961
	Iteration 6Q: 3 clusters Score -7826842 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -7827490.500000 Penalty: 5290.334961
	Iteration 7Q: 3 clusters Score -7827490 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -7828252.000000 Penalty: 5290.334961
	Iteration 8Q: 3 clusters Score -7828252 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -7829267.000000 Penalty: 5290.334961
	Iteration 9Q: 3 clusters Score -7829267 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -7830339.500000 Penalty: 5290.334961
	Iteration 10Q: 3 clusters Score -7830340 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -7831468.000000 Penalty: 5290.334961
	Iteration 11Q: 3 clusters Score -7831468 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -7832678.500000 Penalty: 5290.334961
	Iteration 12Q: 3 clusters Score -7832678 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -7833663.000000 Penalty: 5290.334961
	Iteration 13Q: 3 clusters Score -7833663 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -7834427.000000 Penalty: 5290.334961
	Iteration 14Q: 3 clusters Score -7834427 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -7834881.000000 Penalty: 5290.334961
	Iteration 15Q: 3 clusters Score -7834881 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -7835182.500000 Penalty: 5290.334961
	Iteration 16Q: 3 clusters Score -7835182 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -7835418.000000 Penalty: 5290.334961
	Iteration 17Q: 3 clusters Score -7835418 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -7835660.500000 Penalty: 5290.334961
	Iteration 18Q: 3 clusters Score -7835660 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -7835929.000000 Penalty: 5290.334961
	Iteration 19Q: 3 clusters Score -7835929 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -7836148.500000 Penalty: 5290.334961
	Iteration 20F: 3 clusters Score -7836148 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -7836456.500000 Penalty: 5290.334961
	Iteration 21Q: 3 clusters Score -7836456 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -7836723.000000 Penalty: 5290.334961
	Iteration 22Q: 3 clusters Score -7836723 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -7837011.500000 Penalty: 5290.334961
	Iteration 23Q: 3 clusters Score -7837012 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -7837290.000000 Penalty: 5290.334961
	Iteration 24Q: 3 clusters Score -7837290 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -7837610.000000 Penalty: 5290.334961
	Iteration 25Q: 3 clusters Score -7837610 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -7837888.000000 Penalty: 5290.334961
	Iteration 26Q: 3 clusters Score -7837888 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -7838227.500000 Penalty: 5290.334961
	Iteration 27Q: 3 clusters Score -7838228 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -7838518.500000 Penalty: 5290.334961
	Iteration 28Q: 3 clusters Score -7838518 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -7838777.500000 Penalty: 5290.334961
	Iteration 29Q: 3 clusters Score -7838778 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -7839066.000000 Penalty: 5290.334961
	Iteration 30Q: 3 clusters Score -7839066 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7839296.500000 Penalty: 5290.334961
	Iteration 31Q: 3 clusters Score -7839296 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7839524.500000 Penalty: 5290.334961
	Iteration 32Q: 3 clusters Score -7839524 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -7839699.000000 Penalty: 5290.334961
	Iteration 33Q: 3 clusters Score -7839699 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7839874.500000 Penalty: 5290.334961
	Iteration 34Q: 3 clusters Score -7839874 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -7840008.000000 Penalty: 5290.334961
	Iteration 35Q: 3 clusters Score -7840008 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7840115.000000 Penalty: 5290.334961
	Iteration 36Q: 3 clusters Score -7840115 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7840197.500000 Penalty: 5290.334961
	Iteration 37Q: 3 clusters Score -7840198 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7840265.500000 Penalty: 5290.334961
	Iteration 38Q: 3 clusters Score -7840266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7840312.500000 Penalty: 5290.334961
	Iteration 39Q: 3 clusters Score -7840312 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7840376.500000 Penalty: 5290.334961
	Iteration 40F: 3 clusters Score -7840376 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7840413.500000 Penalty: 5290.334961
	Iteration 41Q: 3 clusters Score -7840414 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7840437.000000 Penalty: 5290.334961
	Iteration 42Q: 3 clusters Score -7840437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7840456.000000 Penalty: 5290.334961
	Iteration 43Q: 3 clusters Score -7840456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7840478.500000 Penalty: 5290.334961
	Iteration 44Q: 3 clusters Score -7840478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7840483.000000 Penalty: 5290.334961
	Iteration 45Q: 3 clusters Score -7840483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7840493.500000 Penalty: 5290.334961
	Iteration 46Q: 3 clusters Score -7840494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7840510.500000 Penalty: 5290.334961
	Iteration 47Q: 3 clusters Score -7840510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7840522.500000 Penalty: 5290.334961
	Iteration 48Q: 3 clusters Score -7840522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7840547.000000 Penalty: 5290.334961
	Iteration 49Q: 3 clusters Score -7840547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7840546.000000 Penalty: 5290.334961
	Iteration 50Q: 3 clusters Score -7840546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7840553.000000 Penalty: 5290.334961
	Iteration 51Q: 3 clusters Score -7840553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7840559.000000 Penalty: 5290.334961
	Iteration 52Q: 3 clusters Score -7840559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7840564.500000 Penalty: 5290.334961
	Iteration 53Q: 3 clusters Score -7840564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7840559.500000 Penalty: 5290.334961
	Iteration 54Q: 3 clusters Score -7840560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7840559.500000 Penalty: 5290.334961
	Iteration 55F: 3 clusters Score -7840560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Entering Unmasked Estep 
Score: -739089.062500 Penalty: 2059.084961
	Iteration 0F: 2 clusters Score -739089.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -735184.062500 Penalty: 4118.169922
	Iteration 0F: 3 clusters Score -735184.1 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -736009.750000 Penalty: 4118.169922
	Iteration 1F: 3 clusters Score -736009.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -736200.437500 Penalty: 4118.169922
	Iteration 2F: 3 clusters Score -736200.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -736305.687500 Penalty: 4118.169922
	Iteration 3Q: 3 clusters Score -736305.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -736374.250000 Penalty: 4118.169922
	Iteration 4Q: 3 clusters Score -736374.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -736414.500000 Penalty: 4118.169922
	Iteration 5Q: 3 clusters Score -736414.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -736446.937500 Penalty: 4118.169922
	Iteration 6Q: 3 clusters Score -736446.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -736470.687500 Penalty: 4118.169922
	Iteration 7Q: 3 clusters Score -736470.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -736498.000000 Penalty: 4118.169922
	Iteration 8Q: 3 clusters Score -736498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -736528.625000 Penalty: 4118.169922
	Iteration 9Q: 3 clusters Score -736528.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -736553.625000 Penalty: 4118.169922
	Iteration 10Q: 3 clusters Score -736553.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -736564.875000 Penalty: 4118.169922
	Iteration 11Q: 3 clusters Score -736564.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -736573.250000 Penalty: 4118.169922
	Iteration 12Q: 3 clusters Score -736573.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -736581.500000 Penalty: 4118.169922
	Iteration 13Q: 3 clusters Score -736581.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -736590.375000 Penalty: 4118.169922
	Iteration 14Q: 3 clusters Score -736590.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -736597.312500 Penalty: 4118.169922
	Iteration 15Q: 3 clusters Score -736597.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -736601.000000 Penalty: 4118.169922
	Iteration 16Q: 3 clusters Score -736601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -736605.125000 Penalty: 4118.169922
	Iteration 17Q: 3 clusters Score -736605.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -736610.937500 Penalty: 4118.169922
	Iteration 18Q: 3 clusters Score -736610.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -736616.812500 Penalty: 4118.169922
	Iteration 19Q: 3 clusters Score -736616.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -736622.187500 Penalty: 4118.169922
	Iteration 20F: 3 clusters Score -736622.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -736625.125000 Penalty: 4118.169922
	Iteration 21Q: 3 clusters Score -736625.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -736628.250000 Penalty: 4118.169922
	Iteration 22Q: 3 clusters Score -736628.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -736634.062500 Penalty: 4118.169922
	Iteration 23Q: 3 clusters Score -736634.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -736640.000000 Penalty: 4118.169922
	Iteration 24Q: 3 clusters Score -736640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -736645.812500 Penalty: 4118.169922
	Iteration 25Q: 3 clusters Score -736645.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -736648.437500 Penalty: 4118.169922
	Iteration 26Q: 3 clusters Score -736648.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -736655.125000 Penalty: 4118.169922
	Iteration 27Q: 3 clusters Score -736655.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -736660.750000 Penalty: 4118.169922
	Iteration 28Q: 3 clusters Score -736660.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -736668.312500 Penalty: 4118.169922
	Iteration 29Q: 3 clusters Score -736668.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -736672.437500 Penalty: 4118.169922
	Iteration 30Q: 3 clusters Score -736672.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -736678.937500 Penalty: 4118.169922
	Iteration 31Q: 3 clusters Score -736678.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -736681.125000 Penalty: 4118.169922
	Iteration 32Q: 3 clusters Score -736681.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -736685.687500 Penalty: 4118.169922
	Iteration 33Q: 3 clusters Score -736685.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -736690.562500 Penalty: 4118.169922
	Iteration 34Q: 3 clusters Score -736690.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -736693.500000 Penalty: 4118.169922
	Iteration 35Q: 3 clusters Score -736693.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -736696.437500 Penalty: 4118.169922
	Iteration 36Q: 3 clusters Score -736696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -736696.875000 Penalty: 4118.169922
	Iteration 37Q: 3 clusters Score -736696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -736697.937500 Penalty: 4118.169922
	Iteration 38Q: 3 clusters Score -736697.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -736699.500000 Penalty: 4118.169922
	Iteration 39Q: 3 clusters Score -736699.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -736701.187500 Penalty: 4118.169922
	Iteration 40F: 3 clusters Score -736701.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -736701.562500 Penalty: 4118.169922
	Iteration 41Q: 3 clusters Score -736701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -736701.937500 Penalty: 4118.169922
	Iteration 42Q: 3 clusters Score -736701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -736702.937500 Penalty: 4118.169922
	Iteration 43Q: 3 clusters Score -736702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -736702.937500 Penalty: 4118.169922
	Iteration 44F: 3 clusters Score -736702.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -75685.757812 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -75685.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -74258.406250 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -74258.41 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -74551.023438 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -74551.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -74654.023438 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -74654.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -74759.929688 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -74759.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -74834.609375 Penalty: 3077.460693
	Iteration 4F: 3 clusters Score -74834.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -74887.468750 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -74887.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -74978.789062 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -74978.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -75008.000000 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -75008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -75049.601562 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -75049.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -75057.515625 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -75057.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -75069.281250 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -75069.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -75086.179688 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -75086.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -75093.171875 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -75093.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -75094.734375 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -75094.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -75094.734375 Penalty: 3077.460693
	Iteration 14F: 3 clusters Score -75094.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Entering Unmasked Estep 
Score: -7886037.500000 Penalty: 2643.798340
	Iteration 0F: 2 clusters Score -7886038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -7857698.000000 Penalty: 5287.596680
	Iteration 0F: 3 clusters Score -7857698 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -7868605.000000 Penalty: 5287.596680
	Iteration 1F: 3 clusters Score -7868605 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -7869560.500000 Penalty: 5287.596680
	Iteration 2Q: 3 clusters Score -7869560 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -7870987.000000 Penalty: 5287.596680
	Iteration 3F: 3 clusters Score -7870987 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -7873008.500000 Penalty: 5287.596680
	Iteration 4F: 3 clusters Score -7873008 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -7875619.500000 Penalty: 5287.596680
	Iteration 5F: 3 clusters Score -7875620 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -7878913.500000 Penalty: 5287.596680
	Iteration 6F: 3 clusters Score -7878914 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -7882117.500000 Penalty: 5287.596680
	Iteration 7F: 3 clusters Score -7882118 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -7883898.500000 Penalty: 5287.596680
	Iteration 8F: 3 clusters Score -7883898 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -7884522.000000 Penalty: 5287.596680
	Iteration 9Q: 3 clusters Score -7884522 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -7884694.000000 Penalty: 5287.596680
	Iteration 10Q: 3 clusters Score -7884694 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -7884787.500000 Penalty: 5287.596680
	Iteration 11Q: 3 clusters Score -7884788 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -7884869.000000 Penalty: 5287.596680
	Iteration 12Q: 3 clusters Score -7884869 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -7884944.500000 Penalty: 5287.596680
	Iteration 13Q: 3 clusters Score -7884944 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -7884986.000000 Penalty: 5287.596680
	Iteration 14Q: 3 clusters Score -7884986 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -7884997.500000 Penalty: 5287.596680
	Iteration 15Q: 3 clusters Score -7884998 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -7885018.500000 Penalty: 5287.596680
	Iteration 16Q: 3 clusters Score -7885018 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -7885041.500000 Penalty: 5287.596680
	Iteration 17Q: 3 clusters Score -7885042 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -7885063.500000 Penalty: 5287.596680
	Iteration 18Q: 3 clusters Score -7885064 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -7885089.000000 Penalty: 5287.596680
	Iteration 19Q: 3 clusters Score -7885089 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -7885152.500000 Penalty: 5287.596680
	Iteration 20F: 3 clusters Score -7885152 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -7885165.500000 Penalty: 5287.596680
	Iteration 21Q: 3 clusters Score -7885166 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 35584 members 
Entering Unmasked Estep 
Score: -7885206.000000 Penalty: 5287.596680
	Iteration 22Q: 3 clusters Score -7885206 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -7885260.000000 Penalty: 5287.596680
	Iteration 23Q: 3 clusters Score -7885260 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -7885267.000000 Penalty: 5287.596680
	Iteration 24Q: 3 clusters Score -7885267 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -7885291.000000 Penalty: 5287.596680
	Iteration 25Q: 3 clusters Score -7885291 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -7885311.000000 Penalty: 5287.596680
	Iteration 26Q: 3 clusters Score -7885311 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -7885335.000000 Penalty: 5287.596680
	Iteration 27Q: 3 clusters Score -7885335 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -7885350.000000 Penalty: 5287.596680
	Iteration 28Q: 3 clusters Score -7885350 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -7885366.500000 Penalty: 5287.596680
	Iteration 29Q: 3 clusters Score -7885366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -7885363.500000 Penalty: 5287.596680
	Iteration 30Q: 3 clusters Score -7885364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -7885381.000000 Penalty: 5287.596680
	Iteration 31Q: 3 clusters Score -7885381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -7885383.000000 Penalty: 5287.596680
	Iteration 32Q: 3 clusters Score -7885383 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -7885396.000000 Penalty: 5287.596680
	Iteration 33Q: 3 clusters Score -7885396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -7885409.000000 Penalty: 5287.596680
	Iteration 34Q: 3 clusters Score -7885409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -7885395.500000 Penalty: 5287.596680
	Iteration 35Q: 3 clusters Score -7885396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -7885400.000000 Penalty: 5287.596680
	Iteration 36Q: 3 clusters Score -7885400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -7885404.000000 Penalty: 5287.596680
	Iteration 37Q: 3 clusters Score -7885404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -7885420.500000 Penalty: 5287.596680
	Iteration 38Q: 3 clusters Score -7885420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -7885445.500000 Penalty: 5287.596680
	Iteration 39Q: 3 clusters Score -7885446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -7885437.000000 Penalty: 5287.596680
	Iteration 40F: 3 clusters Score -7885437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -7885449.000000 Penalty: 5287.596680
	Iteration 41Q: 3 clusters Score -7885449 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -7885437.000000 Penalty: 5287.596680
	Iteration 42Q: 3 clusters Score -7885437 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -7885434.500000 Penalty: 5287.596680
	Iteration 43Q: 3 clusters Score -7885434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -7885441.500000 Penalty: 5287.596680
	Iteration 44Q: 3 clusters Score -7885442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7885441.500000 Penalty: 5287.596680
	Iteration 45Q: 3 clusters Score -7885442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -7885438.500000 Penalty: 5287.596680
	Iteration 46Q: 3 clusters Score -7885438 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -7885439.500000 Penalty: 5287.596680
	Iteration 47Q: 3 clusters Score -7885440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -7885439.500000 Penalty: 5287.596680
	Iteration 48Q: 3 clusters Score -7885440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -7885421.000000 Penalty: 5287.596680
	Iteration 49Q: 3 clusters Score -7885421 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -7885433.000000 Penalty: 5287.596680
	Iteration 50Q: 3 clusters Score -7885433 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -7885436.000000 Penalty: 5287.596680
	Iteration 51Q: 3 clusters Score -7885436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -7885440.000000 Penalty: 5287.596680
	Iteration 52Q: 3 clusters Score -7885440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -7885442.000000 Penalty: 5287.596680
	Iteration 53Q: 3 clusters Score -7885442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -7885433.500000 Penalty: 5287.596680
	Iteration 54Q: 3 clusters Score -7885434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 37719 members 
Entering Unmasked Estep 
Score: -7885439.000000 Penalty: 5287.596680
	Iteration 55Q: 3 clusters Score -7885439 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -7885447.500000 Penalty: 5287.596680
	Iteration 56Q: 3 clusters Score -7885448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -7885466.000000 Penalty: 5287.596680
	Iteration 57Q: 3 clusters Score -7885466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -7885466.000000 Penalty: 5287.596680
	Iteration 58Q: 3 clusters Score -7885466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -7885471.500000 Penalty: 5287.596680
	Iteration 59Q: 3 clusters Score -7885472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -7885470.000000 Penalty: 5287.596680
	Iteration 60F: 3 clusters Score -7885470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -7885473.500000 Penalty: 5287.596680
	Iteration 61Q: 3 clusters Score -7885474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -7885465.000000 Penalty: 5287.596680
	Iteration 62Q: 3 clusters Score -7885465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -7885488.000000 Penalty: 5287.596680
	Iteration 63Q: 3 clusters Score -7885488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -7885493.000000 Penalty: 5287.596680
	Iteration 64Q: 3 clusters Score -7885493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -7885511.000000 Penalty: 5287.596680
	Iteration 65Q: 3 clusters Score -7885511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -7885516.000000 Penalty: 5287.596680
	Iteration 66Q: 3 clusters Score -7885516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -7885496.500000 Penalty: 5287.596680
	Iteration 67Q: 3 clusters Score -7885496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -7885494.500000 Penalty: 5287.596680
	Iteration 68Q: 3 clusters Score -7885494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -7885510.500000 Penalty: 5287.596680
	Iteration 69Q: 3 clusters Score -7885510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -7885528.500000 Penalty: 5287.596680
	Iteration 70Q: 3 clusters Score -7885528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -7885529.500000 Penalty: 5287.596680
	Iteration 71Q: 3 clusters Score -7885530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -7885539.500000 Penalty: 5287.596680
	Iteration 72Q: 3 clusters Score -7885540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -7885545.500000 Penalty: 5287.596680
	Iteration 73Q: 3 clusters Score -7885546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -7885553.500000 Penalty: 5287.596680
	Iteration 74Q: 3 clusters Score -7885554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -7885548.500000 Penalty: 5287.596680
	Iteration 75Q: 3 clusters Score -7885548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -7885557.500000 Penalty: 5287.596680
	Iteration 76Q: 3 clusters Score -7885558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -7885550.500000 Penalty: 5287.596680
	Iteration 77Q: 3 clusters Score -7885550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -7885555.000000 Penalty: 5287.596680
	Iteration 78Q: 3 clusters Score -7885555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -7885553.500000 Penalty: 5287.596680
	Iteration 79Q: 3 clusters Score -7885554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -7885545.000000 Penalty: 5287.596680
	Iteration 80F: 3 clusters Score -7885545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -7885560.500000 Penalty: 5287.596680
	Iteration 81Q: 3 clusters Score -7885560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -7885559.500000 Penalty: 5287.596680
	Iteration 82Q: 3 clusters Score -7885560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -7885559.500000 Penalty: 5287.596680
	Iteration 83Q: 3 clusters Score -7885560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -7885559.500000 Penalty: 5287.596680
	Iteration 84Q: 3 clusters Score -7885560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -7885556.000000 Penalty: 5287.596680
	Iteration 85Q: 3 clusters Score -7885556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -7885554.500000 Penalty: 5287.596680
	Iteration 86Q: 3 clusters Score -7885554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -7885560.500000 Penalty: 5287.596680
	Iteration 87Q: 3 clusters Score -7885560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -7885550.000000 Penalty: 5287.596680
	Iteration 88Q: 3 clusters Score -7885550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -7885557.500000 Penalty: 5287.596680
	Iteration 89Q: 3 clusters Score -7885558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -7885560.000000 Penalty: 5287.596680
	Iteration 90Q: 3 clusters Score -7885560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -7885554.500000 Penalty: 5287.596680
	Iteration 91Q: 3 clusters Score -7885554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -7885555.500000 Penalty: 5287.596680
	Iteration 92Q: 3 clusters Score -7885556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -7885552.500000 Penalty: 5287.596680
	Iteration 93Q: 3 clusters Score -7885552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -7885552.000000 Penalty: 5287.596680
	Iteration 94Q: 3 clusters Score -7885552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -7885554.000000 Penalty: 5287.596680
	Iteration 95Q: 3 clusters Score -7885554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -7885554.000000 Penalty: 5287.596680
	Iteration 96F: 3 clusters Score -7885554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Entering Unmasked Estep 
Score: -9177470.000000 Penalty: 2677.641113
	Iteration 0F: 2 clusters Score -9177470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -9148226.000000 Penalty: 5355.282227
	Iteration 0F: 3 clusters Score -9148226 nChanged 22529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -9160741.000000 Penalty: 5355.282227
	Iteration 1F: 3 clusters Score -9160741 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -9161418.000000 Penalty: 5355.282227
	Iteration 2Q: 3 clusters Score -9161418 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -9162231.000000 Penalty: 5355.282227
	Iteration 3Q: 3 clusters Score -9162231 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -9163474.000000 Penalty: 5355.282227
	Iteration 4F: 3 clusters Score -9163474 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -9165368.000000 Penalty: 5355.282227
	Iteration 5F: 3 clusters Score -9165368 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -9167913.000000 Penalty: 5355.282227
	Iteration 6F: 3 clusters Score -9167913 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -9170889.000000 Penalty: 5355.282227
	Iteration 7F: 3 clusters Score -9170889 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -9173477.000000 Penalty: 5355.282227
	Iteration 8F: 3 clusters Score -9173477 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -9174706.000000 Penalty: 5355.282227
	Iteration 9F: 3 clusters Score -9174706 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -9175087.000000 Penalty: 5355.282227
	Iteration 10Q: 3 clusters Score -9175087 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -9175171.000000 Penalty: 5355.282227
	Iteration 11Q: 3 clusters Score -9175171 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -9175225.000000 Penalty: 5355.282227
	Iteration 12Q: 3 clusters Score -9175225 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -9175265.000000 Penalty: 5355.282227
	Iteration 13Q: 3 clusters Score -9175265 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -9175287.000000 Penalty: 5355.282227
	Iteration 14Q: 3 clusters Score -9175287 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -9175292.000000 Penalty: 5355.282227
	Iteration 15Q: 3 clusters Score -9175292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -9175297.000000 Penalty: 5355.282227
	Iteration 16Q: 3 clusters Score -9175297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -9175300.000000 Penalty: 5355.282227
	Iteration 17Q: 3 clusters Score -9175300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -9175307.000000 Penalty: 5355.282227
	Iteration 18Q: 3 clusters Score -9175307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -9175317.000000 Penalty: 5355.282227
	Iteration 19Q: 3 clusters Score -9175317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -9175318.000000 Penalty: 5355.282227
	Iteration 20F: 3 clusters Score -9175318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Entering Unmasked Estep 
Score: -8186530.500000 Penalty: 2652.474365
	Iteration 0F: 2 clusters Score -8186530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -8157332.500000 Penalty: 5304.948730
	Iteration 0F: 3 clusters Score -8157332 nChanged 20317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -8168695.500000 Penalty: 5304.948730
	Iteration 1F: 3 clusters Score -8168696 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -8169337.500000 Penalty: 5304.948730
	Iteration 2Q: 3 clusters Score -8169338 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -8170042.000000 Penalty: 5304.948730
	Iteration 3Q: 3 clusters Score -8170042 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -8170928.500000 Penalty: 5304.948730
	Iteration 4Q: 3 clusters Score -8170928 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -8172017.500000 Penalty: 5304.948730
	Iteration 5Q: 3 clusters Score -8172018 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -8173367.000000 Penalty: 5304.948730
	Iteration 6Q: 3 clusters Score -8173367 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -8175183.000000 Penalty: 5304.948730
	Iteration 7F: 3 clusters Score -8175183 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -8177247.500000 Penalty: 5304.948730
	Iteration 8F: 3 clusters Score -8177248 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -8179054.000000 Penalty: 5304.948730
	Iteration 9F: 3 clusters Score -8179054 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -8180227.500000 Penalty: 5304.948730
	Iteration 10Q: 3 clusters Score -8180228 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -8180803.500000 Penalty: 5304.948730
	Iteration 11Q: 3 clusters Score -8180804 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -8181208.000000 Penalty: 5304.948730
	Iteration 12Q: 3 clusters Score -8181208 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -8181462.000000 Penalty: 5304.948730
	Iteration 13Q: 3 clusters Score -8181462 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -8181705.000000 Penalty: 5304.948730
	Iteration 14Q: 3 clusters Score -8181705 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -8181926.000000 Penalty: 5304.948730
	Iteration 15Q: 3 clusters Score -8181926 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -8182123.500000 Penalty: 5304.948730
	Iteration 16Q: 3 clusters Score -8182124 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -8182359.000000 Penalty: 5304.948730
	Iteration 17Q: 3 clusters Score -8182359 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -8182548.000000 Penalty: 5304.948730
	Iteration 18Q: 3 clusters Score -8182548 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -8182715.000000 Penalty: 5304.948730
	Iteration 19Q: 3 clusters Score -8182715 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -8182869.000000 Penalty: 5304.948730
	Iteration 20F: 3 clusters Score -8182869 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -8183022.500000 Penalty: 5304.948730
	Iteration 21Q: 3 clusters Score -8183022 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -8183176.500000 Penalty: 5304.948730
	Iteration 22Q: 3 clusters Score -8183176 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -8183328.000000 Penalty: 5304.948730
	Iteration 23Q: 3 clusters Score -8183328 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -8183492.000000 Penalty: 5304.948730
	Iteration 24Q: 3 clusters Score -8183492 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -8183639.000000 Penalty: 5304.948730
	Iteration 25Q: 3 clusters Score -8183639 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8183704.000000 Penalty: 5304.948730
	Iteration 26Q: 3 clusters Score -8183704 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8183779.500000 Penalty: 5304.948730
	Iteration 27Q: 3 clusters Score -8183780 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8183875.000000 Penalty: 5304.948730
	Iteration 28Q: 3 clusters Score -8183875 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8183949.000000 Penalty: 5304.948730
	Iteration 29Q: 3 clusters Score -8183949 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8184008.000000 Penalty: 5304.948730
	Iteration 30Q: 3 clusters Score -8184008 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -8184059.500000 Penalty: 5304.948730
	Iteration 31Q: 3 clusters Score -8184060 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8184100.000000 Penalty: 5304.948730
	Iteration 32Q: 3 clusters Score -8184100 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8184101.500000 Penalty: 5304.948730
	Iteration 33Q: 3 clusters Score -8184102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8184152.000000 Penalty: 5304.948730
	Iteration 34Q: 3 clusters Score -8184152 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8184198.000000 Penalty: 5304.948730
	Iteration 35Q: 3 clusters Score -8184198 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8184224.500000 Penalty: 5304.948730
	Iteration 36Q: 3 clusters Score -8184224 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8184238.500000 Penalty: 5304.948730
	Iteration 37Q: 3 clusters Score -8184238 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8184246.000000 Penalty: 5304.948730
	Iteration 38Q: 3 clusters Score -8184246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8184268.500000 Penalty: 5304.948730
	Iteration 39Q: 3 clusters Score -8184268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8184278.000000 Penalty: 5304.948730
	Iteration 40F: 3 clusters Score -8184278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8184300.000000 Penalty: 5304.948730
	Iteration 41Q: 3 clusters Score -8184300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8184304.500000 Penalty: 5304.948730
	Iteration 42Q: 3 clusters Score -8184304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8184319.500000 Penalty: 5304.948730
	Iteration 43Q: 3 clusters Score -8184320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8184319.500000 Penalty: 5304.948730
	Iteration 44Q: 3 clusters Score -8184320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8184328.500000 Penalty: 5304.948730
	Iteration 45Q: 3 clusters Score -8184328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8184327.500000 Penalty: 5304.948730
	Iteration 46Q: 3 clusters Score -8184328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8184341.000000 Penalty: 5304.948730
	Iteration 47Q: 3 clusters Score -8184341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8184345.500000 Penalty: 5304.948730
	Iteration 48Q: 3 clusters Score -8184346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8184360.000000 Penalty: 5304.948730
	Iteration 49Q: 3 clusters Score -8184360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8184369.000000 Penalty: 5304.948730
	Iteration 50Q: 3 clusters Score -8184369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8184376.500000 Penalty: 5304.948730
	Iteration 51Q: 3 clusters Score -8184376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8184384.500000 Penalty: 5304.948730
	Iteration 52Q: 3 clusters Score -8184384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8184387.000000 Penalty: 5304.948730
	Iteration 53Q: 3 clusters Score -8184387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8184385.500000 Penalty: 5304.948730
	Iteration 54Q: 3 clusters Score -8184386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8184397.000000 Penalty: 5304.948730
	Iteration 55Q: 3 clusters Score -8184397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8184397.500000 Penalty: 5304.948730
	Iteration 56Q: 3 clusters Score -8184398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8184400.000000 Penalty: 5304.948730
	Iteration 57Q: 3 clusters Score -8184400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8184400.000000 Penalty: 5304.948730
	Iteration 58F: 3 clusters Score -8184400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -79981.859375 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -79981.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -78693.765625 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -78693.77 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -78959.179688 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -78959.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79177.593750 Penalty: 2931.755127
	Iteration 2F: 3 clusters Score -79177.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -79356.945312 Penalty: 2931.755127
	Iteration 3F: 3 clusters Score -79356.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -79458.695312 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -79458.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -79582.406250 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -79582.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -79664.507812 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -79664.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -79703.132812 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -79703.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -79714.265625 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -79714.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -79716.375000 Penalty: 2931.755127
	Iteration 9Q: 3 clusters Score -79716.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -79716.375000 Penalty: 2931.755127
	Iteration 10F: 3 clusters Score -79716.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -138228.218750 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -138228.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -136419.937500 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -136419.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -136723.312500 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -136723.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -136900.468750 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -136900.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -136997.312500 Penalty: 3327.814941
	Iteration 3F: 3 clusters Score -136997.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -137040.093750 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -137040.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -137098.531250 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -137098.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -137142.750000 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -137142.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -137192.890625 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -137192.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -137249.687500 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -137249.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -137324.218750 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -137324.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -137389.296875 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -137389.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137429.625000 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -137429.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -137475.406250 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -137475.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137543.421875 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -137543.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -137595.078125 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -137595.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -137617.093750 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -137617.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -137628.312500 Penalty: 3327.814941
	Iteration 16Q: 3 clusters Score -137628.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -137635.656250 Penalty: 3327.814941
	Iteration 17Q: 3 clusters Score -137635.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -137643.656250 Penalty: 3327.814941
	Iteration 18Q: 3 clusters Score -137643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -137644.500000 Penalty: 3327.814941
	Iteration 19Q: 3 clusters Score -137644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -137644.500000 Penalty: 3327.814941
	Iteration 20F: 3 clusters Score -137644.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Entering Unmasked Estep 
Score: -8708787.000000 Penalty: 2667.701172
	Iteration 0F: 2 clusters Score -8708787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -8678576.000000 Penalty: 5335.402344
	Iteration 0F: 3 clusters Score -8678576 nChanged 21602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -8690441.000000 Penalty: 5335.402344
	Iteration 1F: 3 clusters Score -8690441 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -8690984.000000 Penalty: 5335.402344
	Iteration 2Q: 3 clusters Score -8690984 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -8691586.000000 Penalty: 5335.402344
	Iteration 3Q: 3 clusters Score -8691586 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -8692513.000000 Penalty: 5335.402344
	Iteration 4Q: 3 clusters Score -8692513 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -8693850.000000 Penalty: 5335.402344
	Iteration 5F: 3 clusters Score -8693850 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -8695884.000000 Penalty: 5335.402344
	Iteration 6F: 3 clusters Score -8695884 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -8698633.000000 Penalty: 5335.402344
	Iteration 7F: 3 clusters Score -8698633 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -8701567.000000 Penalty: 5335.402344
	Iteration 8F: 3 clusters Score -8701567 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -8703941.000000 Penalty: 5335.402344
	Iteration 9F: 3 clusters Score -8703941 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8705297.000000 Penalty: 5335.402344
	Iteration 10Q: 3 clusters Score -8705297 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -8705973.000000 Penalty: 5335.402344
	Iteration 11Q: 3 clusters Score -8705973 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -8706298.000000 Penalty: 5335.402344
	Iteration 12Q: 3 clusters Score -8706298 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -8706457.000000 Penalty: 5335.402344
	Iteration 13Q: 3 clusters Score -8706457 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -8706561.000000 Penalty: 5335.402344
	Iteration 14Q: 3 clusters Score -8706561 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8706623.000000 Penalty: 5335.402344
	Iteration 15Q: 3 clusters Score -8706623 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -8706660.000000 Penalty: 5335.402344
	Iteration 16Q: 3 clusters Score -8706660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -8706674.000000 Penalty: 5335.402344
	Iteration 17Q: 3 clusters Score -8706674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -8706698.000000 Penalty: 5335.402344
	Iteration 18Q: 3 clusters Score -8706698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -8706696.000000 Penalty: 5335.402344
	Iteration 19Q: 3 clusters Score -8706696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -8706716.000000 Penalty: 5335.402344
	Iteration 20F: 3 clusters Score -8706716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -8706711.000000 Penalty: 5335.402344
	Iteration 21Q: 3 clusters Score -8706711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -8706727.000000 Penalty: 5335.402344
	Iteration 22Q: 3 clusters Score -8706727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -8706737.000000 Penalty: 5335.402344
	Iteration 23Q: 3 clusters Score -8706737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -8706739.000000 Penalty: 5335.402344
	Iteration 24Q: 3 clusters Score -8706739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -8706740.000000 Penalty: 5335.402344
	Iteration 25Q: 3 clusters Score -8706740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -8706746.000000 Penalty: 5335.402344
	Iteration 26Q: 3 clusters Score -8706746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -8706739.000000 Penalty: 5335.402344
	Iteration 27Q: 3 clusters Score -8706739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -8706745.000000 Penalty: 5335.402344
	Iteration 28Q: 3 clusters Score -8706745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -8706743.000000 Penalty: 5335.402344
	Iteration 29Q: 3 clusters Score -8706743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -8706751.000000 Penalty: 5335.402344
	Iteration 30Q: 3 clusters Score -8706751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -8706755.000000 Penalty: 5335.402344
	Iteration 31Q: 3 clusters Score -8706755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -8706754.000000 Penalty: 5335.402344
	Iteration 32Q: 3 clusters Score -8706754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -8706760.000000 Penalty: 5335.402344
	Iteration 33Q: 3 clusters Score -8706760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -8706763.000000 Penalty: 5335.402344
	Iteration 34Q: 3 clusters Score -8706763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -8706758.000000 Penalty: 5335.402344
	Iteration 35Q: 3 clusters Score -8706758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -8706761.000000 Penalty: 5335.402344
	Iteration 36Q: 3 clusters Score -8706761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -8706765.000000 Penalty: 5335.402344
	Iteration 37Q: 3 clusters Score -8706765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -8706767.000000 Penalty: 5335.402344
	Iteration 38Q: 3 clusters Score -8706767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -8706774.000000 Penalty: 5335.402344
	Iteration 39Q: 3 clusters Score -8706774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -8706770.000000 Penalty: 5335.402344
	Iteration 40F: 3 clusters Score -8706770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 46452 members 
Entering Unmasked Estep 
Score: -8706771.000000 Penalty: 5335.402344
	Iteration 41Q: 3 clusters Score -8706771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -8706769.000000 Penalty: 5335.402344
	Iteration 42Q: 3 clusters Score -8706769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -8706769.000000 Penalty: 5335.402344
	Iteration 43F: 3 clusters Score -8706769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Entering Unmasked Estep 
Score: -7865332.000000 Penalty: 2644.251953
	Iteration 0F: 2 clusters Score -7865332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -7836702.500000 Penalty: 5288.503906
	Iteration 0F: 3 clusters Score -7836702 nChanged 19549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -7847355.500000 Penalty: 5288.503906
	Iteration 1F: 3 clusters Score -7847356 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -7847944.000000 Penalty: 5288.503906
	Iteration 2Q: 3 clusters Score -7847944 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -7848656.500000 Penalty: 5288.503906
	Iteration 3Q: 3 clusters Score -7848656 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -7849558.000000 Penalty: 5288.503906
	Iteration 4Q: 3 clusters Score -7849558 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -7850686.500000 Penalty: 5288.503906
	Iteration 5Q: 3 clusters Score -7850686 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -7852026.000000 Penalty: 5288.503906
	Iteration 6Q: 3 clusters Score -7852026 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -7853424.500000 Penalty: 5288.503906
	Iteration 7Q: 3 clusters Score -7853424 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -7854912.500000 Penalty: 5288.503906
	Iteration 8F: 3 clusters Score -7854912 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -7856395.500000 Penalty: 5288.503906
	Iteration 9Q: 3 clusters Score -7856396 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -7857883.500000 Penalty: 5288.503906
	Iteration 10Q: 3 clusters Score -7857884 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -7859217.000000 Penalty: 5288.503906
	Iteration 11Q: 3 clusters Score -7859217 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -7860370.000000 Penalty: 5288.503906
	Iteration 12Q: 3 clusters Score -7860370 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -7861285.500000 Penalty: 5288.503906
	Iteration 13Q: 3 clusters Score -7861286 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -7861942.500000 Penalty: 5288.503906
	Iteration 14Q: 3 clusters Score -7861942 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 41380 members 
Entering Unmasked Estep 
Score: -7862336.500000 Penalty: 5288.503906
	Iteration 15Q: 3 clusters Score -7862336 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -7862610.000000 Penalty: 5288.503906
	Iteration 16Q: 3 clusters Score -7862610 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -7862781.500000 Penalty: 5288.503906
	Iteration 17Q: 3 clusters Score -7862782 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -7862865.500000 Penalty: 5288.503906
	Iteration 18Q: 3 clusters Score -7862866 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -7862956.000000 Penalty: 5288.503906
	Iteration 19Q: 3 clusters Score -7862956 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -7863006.000000 Penalty: 5288.503906
	Iteration 20F: 3 clusters Score -7863006 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -7863042.000000 Penalty: 5288.503906
	Iteration 21Q: 3 clusters Score -7863042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -7863065.000000 Penalty: 5288.503906
	Iteration 22Q: 3 clusters Score -7863065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -7863099.500000 Penalty: 5288.503906
	Iteration 23Q: 3 clusters Score -7863100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -7863120.000000 Penalty: 5288.503906
	Iteration 24Q: 3 clusters Score -7863120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -7863125.000000 Penalty: 5288.503906
	Iteration 25Q: 3 clusters Score -7863125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -7863136.000000 Penalty: 5288.503906
	Iteration 26Q: 3 clusters Score -7863136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -7863141.500000 Penalty: 5288.503906
	Iteration 27Q: 3 clusters Score -7863142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -7863148.000000 Penalty: 5288.503906
	Iteration 28Q: 3 clusters Score -7863148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -7863153.000000 Penalty: 5288.503906
	Iteration 29Q: 3 clusters Score -7863153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -7863156.000000 Penalty: 5288.503906
	Iteration 30Q: 3 clusters Score -7863156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -7863159.000000 Penalty: 5288.503906
	Iteration 31Q: 3 clusters Score -7863159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -7863160.000000 Penalty: 5288.503906
	Iteration 32Q: 3 clusters Score -7863160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -7863160.000000 Penalty: 5288.503906
	Iteration 33F: 3 clusters Score -7863160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -67774.601562 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -67774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66307.546875 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -66307.55 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -66609.265625 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -66609.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66750.656250 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -66750.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66843.843750 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -66843.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66896.796875 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -66896.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -66928.125000 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -66928.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66968.375000 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -66968.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66991.664062 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -66991.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67033.171875 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -67033.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67061.992188 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -67061.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -67083.523438 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -67083.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67099.617188 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -67099.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -67119.906250 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -67119.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67150.273438 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -67150.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67176.468750 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -67176.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67179.351562 Penalty: 3090.318848
	Iteration 15Q: 3 clusters Score -67179.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67182.359375 Penalty: 3090.318848
	Iteration 16Q: 3 clusters Score -67182.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67182.359375 Penalty: 3090.318848
	Iteration 17F: 3 clusters Score -67182.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Entering Unmasked Estep 
Score: -7841972.500000 Penalty: 2641.642822
	Iteration 0F: 2 clusters Score -7841972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -7813648.500000 Penalty: 5283.285645
	Iteration 0F: 3 clusters Score -7813648 nChanged 19289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -7824342.000000 Penalty: 5283.285645
	Iteration 1F: 3 clusters Score -7824342 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -7824718.000000 Penalty: 5283.285645
	Iteration 2Q: 3 clusters Score -7824718 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -7824997.000000 Penalty: 5283.285645
	Iteration 3Q: 3 clusters Score -7824997 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -7825270.500000 Penalty: 5283.285645
	Iteration 4Q: 3 clusters Score -7825270 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -7825493.500000 Penalty: 5283.285645
	Iteration 5Q: 3 clusters Score -7825494 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -7825693.000000 Penalty: 5283.285645
	Iteration 6Q: 3 clusters Score -7825693 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -7825888.000000 Penalty: 5283.285645
	Iteration 7Q: 3 clusters Score -7825888 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -7826023.500000 Penalty: 5283.285645
	Iteration 8Q: 3 clusters Score -7826024 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -7826206.500000 Penalty: 5283.285645
	Iteration 9Q: 3 clusters Score -7826206 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -7826402.000000 Penalty: 5283.285645
	Iteration 10Q: 3 clusters Score -7826402 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -7826514.500000 Penalty: 5283.285645
	Iteration 11Q: 3 clusters Score -7826514 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -7826644.500000 Penalty: 5283.285645
	Iteration 12Q: 3 clusters Score -7826644 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -7826769.500000 Penalty: 5283.285645
	Iteration 13Q: 3 clusters Score -7826770 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -7826987.000000 Penalty: 5283.285645
	Iteration 14Q: 3 clusters Score -7826987 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -7827199.000000 Penalty: 5283.285645
	Iteration 15Q: 3 clusters Score -7827199 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -7827547.500000 Penalty: 5283.285645
	Iteration 16Q: 3 clusters Score -7827548 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -7828135.000000 Penalty: 5283.285645
	Iteration 17Q: 3 clusters Score -7828135 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -7828982.000000 Penalty: 5283.285645
	Iteration 18Q: 3 clusters Score -7828982 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -7830200.000000 Penalty: 5283.285645
	Iteration 19Q: 3 clusters Score -7830200 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -7831480.000000 Penalty: 5283.285645
	Iteration 20F: 3 clusters Score -7831480 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -7832356.000000 Penalty: 5283.285645
	Iteration 21Q: 3 clusters Score -7832356 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -7832757.000000 Penalty: 5283.285645
	Iteration 22Q: 3 clusters Score -7832757 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -7833024.500000 Penalty: 5283.285645
	Iteration 23Q: 3 clusters Score -7833024 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -7833152.000000 Penalty: 5283.285645
	Iteration 24Q: 3 clusters Score -7833152 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -7833308.000000 Penalty: 5283.285645
	Iteration 25Q: 3 clusters Score -7833308 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -7833489.500000 Penalty: 5283.285645
	Iteration 26Q: 3 clusters Score -7833490 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -7833658.500000 Penalty: 5283.285645
	Iteration 27Q: 3 clusters Score -7833658 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -7833863.000000 Penalty: 5283.285645
	Iteration 28Q: 3 clusters Score -7833863 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -7834044.000000 Penalty: 5283.285645
	Iteration 29Q: 3 clusters Score -7834044 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -7834246.500000 Penalty: 5283.285645
	Iteration 30Q: 3 clusters Score -7834246 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -7834508.000000 Penalty: 5283.285645
	Iteration 31Q: 3 clusters Score -7834508 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -7834820.500000 Penalty: 5283.285645
	Iteration 32Q: 3 clusters Score -7834820 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -7835180.000000 Penalty: 5283.285645
	Iteration 33Q: 3 clusters Score -7835180 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -7835478.500000 Penalty: 5283.285645
	Iteration 34Q: 3 clusters Score -7835478 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -7835774.500000 Penalty: 5283.285645
	Iteration 35Q: 3 clusters Score -7835774 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -7836084.500000 Penalty: 5283.285645
	Iteration 36Q: 3 clusters Score -7836084 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -7836444.000000 Penalty: 5283.285645
	Iteration 37Q: 3 clusters Score -7836444 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -7836767.000000 Penalty: 5283.285645
	Iteration 38Q: 3 clusters Score -7836767 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -7837034.500000 Penalty: 5283.285645
	Iteration 39Q: 3 clusters Score -7837034 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -7837276.000000 Penalty: 5283.285645
	Iteration 40F: 3 clusters Score -7837276 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -7837468.000000 Penalty: 5283.285645
	Iteration 41Q: 3 clusters Score -7837468 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -7837632.000000 Penalty: 5283.285645
	Iteration 42Q: 3 clusters Score -7837632 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -7837714.500000 Penalty: 5283.285645
	Iteration 43Q: 3 clusters Score -7837714 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -7837754.500000 Penalty: 5283.285645
	Iteration 44Q: 3 clusters Score -7837754 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -7837826.500000 Penalty: 5283.285645
	Iteration 45Q: 3 clusters Score -7837826 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -7837898.500000 Penalty: 5283.285645
	Iteration 46Q: 3 clusters Score -7837898 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -7837956.500000 Penalty: 5283.285645
	Iteration 47Q: 3 clusters Score -7837956 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -7837959.000000 Penalty: 5283.285645
	Iteration 48Q: 3 clusters Score -7837959 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -7837992.500000 Penalty: 5283.285645
	Iteration 49Q: 3 clusters Score -7837992 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -7838010.000000 Penalty: 5283.285645
	Iteration 50Q: 3 clusters Score -7838010 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -7838028.000000 Penalty: 5283.285645
	Iteration 51Q: 3 clusters Score -7838028 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -7838060.000000 Penalty: 5283.285645
	Iteration 52Q: 3 clusters Score -7838060 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -7838085.500000 Penalty: 5283.285645
	Iteration 53Q: 3 clusters Score -7838086 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -7838099.000000 Penalty: 5283.285645
	Iteration 54Q: 3 clusters Score -7838099 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -7838107.000000 Penalty: 5283.285645
	Iteration 55Q: 3 clusters Score -7838107 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -7838117.000000 Penalty: 5283.285645
	Iteration 56Q: 3 clusters Score -7838117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -7838127.000000 Penalty: 5283.285645
	Iteration 57Q: 3 clusters Score -7838127 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -7838134.500000 Penalty: 5283.285645
	Iteration 58Q: 3 clusters Score -7838134 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -7838157.500000 Penalty: 5283.285645
	Iteration 59Q: 3 clusters Score -7838158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -7838145.000000 Penalty: 5283.285645
	Iteration 60F: 3 clusters Score -7838145 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -7838152.500000 Penalty: 5283.285645
	Iteration 61Q: 3 clusters Score -7838152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -7838176.500000 Penalty: 5283.285645
	Iteration 62Q: 3 clusters Score -7838176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -7838176.000000 Penalty: 5283.285645
	Iteration 63Q: 3 clusters Score -7838176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -7838189.000000 Penalty: 5283.285645
	Iteration 64Q: 3 clusters Score -7838189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -7838184.500000 Penalty: 5283.285645
	Iteration 65Q: 3 clusters Score -7838184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -7838200.500000 Penalty: 5283.285645
	Iteration 66Q: 3 clusters Score -7838200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -7838196.500000 Penalty: 5283.285645
	Iteration 67Q: 3 clusters Score -7838196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -7838187.500000 Penalty: 5283.285645
	Iteration 68Q: 3 clusters Score -7838188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -7838192.000000 Penalty: 5283.285645
	Iteration 69Q: 3 clusters Score -7838192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -7838209.000000 Penalty: 5283.285645
	Iteration 70Q: 3 clusters Score -7838209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -7838215.500000 Penalty: 5283.285645
	Iteration 71Q: 3 clusters Score -7838216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -7838225.500000 Penalty: 5283.285645
	Iteration 72Q: 3 clusters Score -7838226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -7838239.500000 Penalty: 5283.285645
	Iteration 73Q: 3 clusters Score -7838240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -7838236.000000 Penalty: 5283.285645
	Iteration 74Q: 3 clusters Score -7838236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -7838250.500000 Penalty: 5283.285645
	Iteration 75Q: 3 clusters Score -7838250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -7838259.500000 Penalty: 5283.285645
	Iteration 76Q: 3 clusters Score -7838260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -7838258.000000 Penalty: 5283.285645
	Iteration 77Q: 3 clusters Score -7838258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -7838247.500000 Penalty: 5283.285645
	Iteration 78Q: 3 clusters Score -7838248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -7838245.000000 Penalty: 5283.285645
	Iteration 79Q: 3 clusters Score -7838245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -7838246.500000 Penalty: 5283.285645
	Iteration 80F: 3 clusters Score -7838246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -7838246.000000 Penalty: 5283.285645
	Iteration 81Q: 3 clusters Score -7838246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -7838243.500000 Penalty: 5283.285645
	Iteration 82Q: 3 clusters Score -7838244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -7838249.000000 Penalty: 5283.285645
	Iteration 83Q: 3 clusters Score -7838249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -7838254.000000 Penalty: 5283.285645
	Iteration 84Q: 3 clusters Score -7838254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -7838263.000000 Penalty: 5283.285645
	Iteration 85Q: 3 clusters Score -7838263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -7838259.500000 Penalty: 5283.285645
	Iteration 86Q: 3 clusters Score -7838260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -7838272.500000 Penalty: 5283.285645
	Iteration 87Q: 3 clusters Score -7838272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -7838273.500000 Penalty: 5283.285645
	Iteration 88Q: 3 clusters Score -7838274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -7838276.500000 Penalty: 5283.285645
	Iteration 89Q: 3 clusters Score -7838276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -7838277.500000 Penalty: 5283.285645
	Iteration 90Q: 3 clusters Score -7838278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -7838273.000000 Penalty: 5283.285645
	Iteration 91Q: 3 clusters Score -7838273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -7838281.500000 Penalty: 5283.285645
	Iteration 92Q: 3 clusters Score -7838282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -7838288.000000 Penalty: 5283.285645
	Iteration 93Q: 3 clusters Score -7838288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -7838301.000000 Penalty: 5283.285645
	Iteration 94Q: 3 clusters Score -7838301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -7838300.000000 Penalty: 5283.285645
	Iteration 95Q: 3 clusters Score -7838300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -7838303.500000 Penalty: 5283.285645
	Iteration 96Q: 3 clusters Score -7838304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -7838307.500000 Penalty: 5283.285645
	Iteration 97Q: 3 clusters Score -7838308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -7838302.500000 Penalty: 5283.285645
	Iteration 98Q: 3 clusters Score -7838302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -7838305.000000 Penalty: 5283.285645
	Iteration 99Q: 3 clusters Score -7838305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -7838304.000000 Penalty: 5283.285645
	Iteration 100F: 3 clusters Score -7838304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -7838303.500000 Penalty: 5283.285645
	Iteration 101Q: 3 clusters Score -7838304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -7838302.000000 Penalty: 5283.285645
	Iteration 102Q: 3 clusters Score -7838302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -7838303.500000 Penalty: 5283.285645
	Iteration 103Q: 3 clusters Score -7838304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -7838301.000000 Penalty: 5283.285645
	Iteration 104Q: 3 clusters Score -7838301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -7838297.500000 Penalty: 5283.285645
	Iteration 105Q: 3 clusters Score -7838298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -7838301.000000 Penalty: 5283.285645
	Iteration 106Q: 3 clusters Score -7838301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -7838304.000000 Penalty: 5283.285645
	Iteration 107Q: 3 clusters Score -7838304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -7838307.000000 Penalty: 5283.285645
	Iteration 108Q: 3 clusters Score -7838307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -7838302.500000 Penalty: 5283.285645
	Iteration 109Q: 3 clusters Score -7838302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -7838309.000000 Penalty: 5283.285645
	Iteration 110Q: 3 clusters Score -7838309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -7838305.500000 Penalty: 5283.285645
	Iteration 111Q: 3 clusters Score -7838306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -7838308.500000 Penalty: 5283.285645
	Iteration 112Q: 3 clusters Score -7838308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -7838305.500000 Penalty: 5283.285645
	Iteration 113Q: 3 clusters Score -7838306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -7838313.500000 Penalty: 5283.285645
	Iteration 114Q: 3 clusters Score -7838314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -7838318.500000 Penalty: 5283.285645
	Iteration 115Q: 3 clusters Score -7838318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -7838318.500000 Penalty: 5283.285645
	Iteration 116Q: 3 clusters Score -7838318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -7838321.500000 Penalty: 5283.285645
	Iteration 117Q: 3 clusters Score -7838322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -7838326.000000 Penalty: 5283.285645
	Iteration 118Q: 3 clusters Score -7838326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -7838322.500000 Penalty: 5283.285645
	Iteration 119Q: 3 clusters Score -7838322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -7838319.000000 Penalty: 5283.285645
	Iteration 120F: 3 clusters Score -7838319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -7838318.500000 Penalty: 5283.285645
	Iteration 121Q: 3 clusters Score -7838318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -7838318.000000 Penalty: 5283.285645
	Iteration 122Q: 3 clusters Score -7838318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -7838327.500000 Penalty: 5283.285645
	Iteration 123Q: 3 clusters Score -7838328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -7838322.000000 Penalty: 5283.285645
	Iteration 124Q: 3 clusters Score -7838322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -7838327.500000 Penalty: 5283.285645
	Iteration 125Q: 3 clusters Score -7838328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -7838326.500000 Penalty: 5283.285645
	Iteration 126Q: 3 clusters Score -7838326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -7838321.000000 Penalty: 5283.285645
	Iteration 127Q: 3 clusters Score -7838321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -7838322.500000 Penalty: 5283.285645
	Iteration 128Q: 3 clusters Score -7838322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -7838325.000000 Penalty: 5283.285645
	Iteration 129Q: 3 clusters Score -7838325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -7838321.000000 Penalty: 5283.285645
	Iteration 130Q: 3 clusters Score -7838321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -7838329.500000 Penalty: 5283.285645
	Iteration 131Q: 3 clusters Score -7838330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -7838327.500000 Penalty: 5283.285645
	Iteration 132Q: 3 clusters Score -7838328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -7838318.500000 Penalty: 5283.285645
	Iteration 133Q: 3 clusters Score -7838318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32937 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -7838314.000000 Penalty: 5283.285645
	Iteration 134Q: 3 clusters Score -7838314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -7838317.000000 Penalty: 5283.285645
	Iteration 135Q: 3 clusters Score -7838317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -7838317.500000 Penalty: 5283.285645
	Iteration 136Q: 3 clusters Score -7838318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -7838316.500000 Penalty: 5283.285645
	Iteration 137Q: 3 clusters Score -7838316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -7838316.500000 Penalty: 5283.285645
	Iteration 138Q: 3 clusters Score -7838316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -7838317.000000 Penalty: 5283.285645
	Iteration 139Q: 3 clusters Score -7838317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -7838316.500000 Penalty: 5283.285645
	Iteration 140F: 3 clusters Score -7838316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Entering Unmasked Estep 
Score: -4889640.000000 Penalty: 2532.749268
	Iteration 0F: 2 clusters Score -4889640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -4870809.000000 Penalty: 5065.498535
	Iteration 0F: 3 clusters Score -4870809 nChanged 12311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -4877445.000000 Penalty: 5065.498535
	Iteration 1F: 3 clusters Score -4877445 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4877876.500000 Penalty: 5065.498535
	Iteration 2Q: 3 clusters Score -4877876 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -4878234.500000 Penalty: 5065.498535
	Iteration 3Q: 3 clusters Score -4878234 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -4878696.000000 Penalty: 5065.498535
	Iteration 4Q: 3 clusters Score -4878696 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4879253.500000 Penalty: 5065.498535
	Iteration 5Q: 3 clusters Score -4879254 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4880043.000000 Penalty: 5065.498535
	Iteration 6F: 3 clusters Score -4880043 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -4881217.500000 Penalty: 5065.498535
	Iteration 7F: 3 clusters Score -4881218 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -4882612.500000 Penalty: 5065.498535
	Iteration 8F: 3 clusters Score -4882612 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -4884057.000000 Penalty: 5065.498535
	Iteration 9F: 3 clusters Score -4884057 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -4885251.500000 Penalty: 5065.498535
	Iteration 10F: 3 clusters Score -4885252 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -4886145.500000 Penalty: 5065.498535
	Iteration 11Q: 3 clusters Score -4886146 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -4886702.000000 Penalty: 5065.498535
	Iteration 12Q: 3 clusters Score -4886702 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -4887002.000000 Penalty: 5065.498535
	Iteration 13Q: 3 clusters Score -4887002 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -4887143.500000 Penalty: 5065.498535
	Iteration 14Q: 3 clusters Score -4887144 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -4887225.000000 Penalty: 5065.498535
	Iteration 15Q: 3 clusters Score -4887225 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -4887284.500000 Penalty: 5065.498535
	Iteration 16Q: 3 clusters Score -4887284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -4887306.000000 Penalty: 5065.498535
	Iteration 17Q: 3 clusters Score -4887306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4887332.000000 Penalty: 5065.498535
	Iteration 18Q: 3 clusters Score -4887332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -4887355.500000 Penalty: 5065.498535
	Iteration 19Q: 3 clusters Score -4887356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -4887371.500000 Penalty: 5065.498535
	Iteration 20F: 3 clusters Score -4887372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -4887381.500000 Penalty: 5065.498535
	Iteration 21Q: 3 clusters Score -4887382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -4887393.500000 Penalty: 5065.498535
	Iteration 22Q: 3 clusters Score -4887394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -4887410.000000 Penalty: 5065.498535
	Iteration 23Q: 3 clusters Score -4887410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -4887408.500000 Penalty: 5065.498535
	Iteration 24Q: 3 clusters Score -4887408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -4887414.500000 Penalty: 5065.498535
	Iteration 25Q: 3 clusters Score -4887414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -4887414.500000 Penalty: 5065.498535
	Iteration 26F: 3 clusters Score -4887414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Entering Unmasked Estep 
Score: -7553534.500000 Penalty: 2634.197998
	Iteration 0F: 2 clusters Score -7553534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -7525696.000000 Penalty: 5268.395996
	Iteration 0F: 3 clusters Score -7525696 nChanged 18893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -7536286.000000 Penalty: 5268.395996
	Iteration 1F: 3 clusters Score -7536286 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -7537055.000000 Penalty: 5268.395996
	Iteration 2Q: 3 clusters Score -7537055 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -7537989.500000 Penalty: 5268.395996
	Iteration 3Q: 3 clusters Score -7537990 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -7539094.500000 Penalty: 5268.395996
	Iteration 4Q: 3 clusters Score -7539094 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -7540393.500000 Penalty: 5268.395996
	Iteration 5Q: 3 clusters Score -7540394 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -7541659.500000 Penalty: 5268.395996
	Iteration 6F: 3 clusters Score -7541660 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -7542915.000000 Penalty: 5268.395996
	Iteration 7F: 3 clusters Score -7542915 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -7544226.000000 Penalty: 5268.395996
	Iteration 8F: 3 clusters Score -7544226 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -7545389.000000 Penalty: 5268.395996
	Iteration 9F: 3 clusters Score -7545389 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -7546298.500000 Penalty: 5268.395996
	Iteration 10Q: 3 clusters Score -7546298 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -7546974.000000 Penalty: 5268.395996
	Iteration 11Q: 3 clusters Score -7546974 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -7547435.500000 Penalty: 5268.395996
	Iteration 12Q: 3 clusters Score -7547436 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -7547708.000000 Penalty: 5268.395996
	Iteration 13Q: 3 clusters Score -7547708 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -7547925.000000 Penalty: 5268.395996
	Iteration 14Q: 3 clusters Score -7547925 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -7548073.000000 Penalty: 5268.395996
	Iteration 15Q: 3 clusters Score -7548073 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -7548210.500000 Penalty: 5268.395996
	Iteration 16Q: 3 clusters Score -7548210 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -7548339.500000 Penalty: 5268.395996
	Iteration 17Q: 3 clusters Score -7548340 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -7548577.000000 Penalty: 5268.395996
	Iteration 18Q: 3 clusters Score -7548577 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -7548799.000000 Penalty: 5268.395996
	Iteration 19Q: 3 clusters Score -7548799 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -7549109.000000 Penalty: 5268.395996
	Iteration 20F: 3 clusters Score -7549109 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -7549389.000000 Penalty: 5268.395996
	Iteration 21Q: 3 clusters Score -7549389 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -7549653.000000 Penalty: 5268.395996
	Iteration 22Q: 3 clusters Score -7549653 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -7549861.000000 Penalty: 5268.395996
	Iteration 23Q: 3 clusters Score -7549861 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -7550080.500000 Penalty: 5268.395996
	Iteration 24Q: 3 clusters Score -7550080 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -7550207.000000 Penalty: 5268.395996
	Iteration 25Q: 3 clusters Score -7550207 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -7550337.000000 Penalty: 5268.395996
	Iteration 26Q: 3 clusters Score -7550337 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -7550454.500000 Penalty: 5268.395996
	Iteration 27Q: 3 clusters Score -7550454 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -7550606.500000 Penalty: 5268.395996
	Iteration 28Q: 3 clusters Score -7550606 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -7550706.500000 Penalty: 5268.395996
	Iteration 29Q: 3 clusters Score -7550706 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -7550784.500000 Penalty: 5268.395996
	Iteration 30Q: 3 clusters Score -7550784 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -7550902.000000 Penalty: 5268.395996
	Iteration 31Q: 3 clusters Score -7550902 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -7550989.000000 Penalty: 5268.395996
	Iteration 32Q: 3 clusters Score -7550989 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -7551103.500000 Penalty: 5268.395996
	Iteration 33Q: 3 clusters Score -7551104 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -7551219.000000 Penalty: 5268.395996
	Iteration 34Q: 3 clusters Score -7551219 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -7551313.000000 Penalty: 5268.395996
	Iteration 35Q: 3 clusters Score -7551313 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -7551417.500000 Penalty: 5268.395996
	Iteration 36Q: 3 clusters Score -7551418 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -7551493.000000 Penalty: 5268.395996
	Iteration 37Q: 3 clusters Score -7551493 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -7551550.500000 Penalty: 5268.395996
	Iteration 38Q: 3 clusters Score -7551550 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -7551617.000000 Penalty: 5268.395996
	Iteration 39Q: 3 clusters Score -7551617 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -7551673.500000 Penalty: 5268.395996
	Iteration 40F: 3 clusters Score -7551674 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -7551726.500000 Penalty: 5268.395996
	Iteration 41Q: 3 clusters Score -7551726 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -7551785.500000 Penalty: 5268.395996
	Iteration 42Q: 3 clusters Score -7551786 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -7551830.500000 Penalty: 5268.395996
	Iteration 43Q: 3 clusters Score -7551830 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -7551874.000000 Penalty: 5268.395996
	Iteration 44Q: 3 clusters Score -7551874 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -7551920.500000 Penalty: 5268.395996
	Iteration 45Q: 3 clusters Score -7551920 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -7551962.500000 Penalty: 5268.395996
	Iteration 46Q: 3 clusters Score -7551962 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -7552025.000000 Penalty: 5268.395996
	Iteration 47Q: 3 clusters Score -7552025 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -7552059.000000 Penalty: 5268.395996
	Iteration 48Q: 3 clusters Score -7552059 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -7552083.000000 Penalty: 5268.395996
	Iteration 49Q: 3 clusters Score -7552083 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -7552105.000000 Penalty: 5268.395996
	Iteration 50Q: 3 clusters Score -7552105 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -7552127.500000 Penalty: 5268.395996
	Iteration 51Q: 3 clusters Score -7552128 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -7552151.000000 Penalty: 5268.395996
	Iteration 52Q: 3 clusters Score -7552151 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -7552183.500000 Penalty: 5268.395996
	Iteration 53Q: 3 clusters Score -7552184 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -7552212.500000 Penalty: 5268.395996
	Iteration 54Q: 3 clusters Score -7552212 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -7552221.000000 Penalty: 5268.395996
	Iteration 55Q: 3 clusters Score -7552221 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -7552237.000000 Penalty: 5268.395996
	Iteration 56Q: 3 clusters Score -7552237 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -7552269.000000 Penalty: 5268.395996
	Iteration 57Q: 3 clusters Score -7552269 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -7552281.500000 Penalty: 5268.395996
	Iteration 58Q: 3 clusters Score -7552282 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -7552317.000000 Penalty: 5268.395996
	Iteration 59Q: 3 clusters Score -7552317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -7552321.000000 Penalty: 5268.395996
	Iteration 60F: 3 clusters Score -7552321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -7552324.500000 Penalty: 5268.395996
	Iteration 61Q: 3 clusters Score -7552324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -7552347.000000 Penalty: 5268.395996
	Iteration 62Q: 3 clusters Score -7552347 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -7552361.500000 Penalty: 5268.395996
	Iteration 63Q: 3 clusters Score -7552362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -7552386.500000 Penalty: 5268.395996
	Iteration 64Q: 3 clusters Score -7552386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -7552398.500000 Penalty: 5268.395996
	Iteration 65Q: 3 clusters Score -7552398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -7552395.000000 Penalty: 5268.395996
	Iteration 66Q: 3 clusters Score -7552395 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -7552427.500000 Penalty: 5268.395996
	Iteration 67Q: 3 clusters Score -7552428 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -7552417.500000 Penalty: 5268.395996
	Iteration 68Q: 3 clusters Score -7552418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -7552435.000000 Penalty: 5268.395996
	Iteration 69Q: 3 clusters Score -7552435 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -7552447.000000 Penalty: 5268.395996
	Iteration 70Q: 3 clusters Score -7552447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -7552463.500000 Penalty: 5268.395996
	Iteration 71Q: 3 clusters Score -7552464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -7552441.000000 Penalty: 5268.395996
	Iteration 72Q: 3 clusters Score -7552441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -7552467.500000 Penalty: 5268.395996
	Iteration 73Q: 3 clusters Score -7552468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -7552467.500000 Penalty: 5268.395996
	Iteration 74Q: 3 clusters Score -7552468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -7552484.000000 Penalty: 5268.395996
	Iteration 75Q: 3 clusters Score -7552484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -7552498.000000 Penalty: 5268.395996
	Iteration 76Q: 3 clusters Score -7552498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -7552495.500000 Penalty: 5268.395996
	Iteration 77Q: 3 clusters Score -7552496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -7552513.000000 Penalty: 5268.395996
	Iteration 78Q: 3 clusters Score -7552513 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -7552510.000000 Penalty: 5268.395996
	Iteration 79Q: 3 clusters Score -7552510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -7552527.500000 Penalty: 5268.395996
	Iteration 80F: 3 clusters Score -7552528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -7552514.000000 Penalty: 5268.395996
	Iteration 81Q: 3 clusters Score -7552514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -7552525.500000 Penalty: 5268.395996
	Iteration 82Q: 3 clusters Score -7552526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -7552525.500000 Penalty: 5268.395996
	Iteration 83Q: 3 clusters Score -7552526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -7552546.000000 Penalty: 5268.395996
	Iteration 84Q: 3 clusters Score -7552546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -7552540.000000 Penalty: 5268.395996
	Iteration 85Q: 3 clusters Score -7552540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -7552540.000000 Penalty: 5268.395996
	Iteration 86Q: 3 clusters Score -7552540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -7552536.500000 Penalty: 5268.395996
	Iteration 87Q: 3 clusters Score -7552536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -7552549.500000 Penalty: 5268.395996
	Iteration 88Q: 3 clusters Score -7552550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -7552540.000000 Penalty: 5268.395996
	Iteration 89Q: 3 clusters Score -7552540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -7552538.500000 Penalty: 5268.395996
	Iteration 90Q: 3 clusters Score -7552538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -7552530.500000 Penalty: 5268.395996
	Iteration 91Q: 3 clusters Score -7552530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -7552533.500000 Penalty: 5268.395996
	Iteration 92Q: 3 clusters Score -7552534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -7552531.000000 Penalty: 5268.395996
	Iteration 93Q: 3 clusters Score -7552531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -7552536.000000 Penalty: 5268.395996
	Iteration 94Q: 3 clusters Score -7552536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -7552541.500000 Penalty: 5268.395996
	Iteration 95Q: 3 clusters Score -7552542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -7552553.500000 Penalty: 5268.395996
	Iteration 96Q: 3 clusters Score -7552554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -7552549.000000 Penalty: 5268.395996
	Iteration 97Q: 3 clusters Score -7552549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -7552551.500000 Penalty: 5268.395996
	Iteration 98Q: 3 clusters Score -7552552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -7552548.500000 Penalty: 5268.395996
	Iteration 99Q: 3 clusters Score -7552548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7552571.000000 Penalty: 5268.395996
	Iteration 100F: 3 clusters Score -7552571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -7552560.500000 Penalty: 5268.395996
	Iteration 101Q: 3 clusters Score -7552560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -7552555.500000 Penalty: 5268.395996
	Iteration 102Q: 3 clusters Score -7552556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -7552552.500000 Penalty: 5268.395996
	Iteration 103Q: 3 clusters Score -7552552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -7552558.000000 Penalty: 5268.395996
	Iteration 104Q: 3 clusters Score -7552558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -7552552.500000 Penalty: 5268.395996
	Iteration 105Q: 3 clusters Score -7552552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -7552560.500000 Penalty: 5268.395996
	Iteration 106Q: 3 clusters Score -7552560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -7552556.000000 Penalty: 5268.395996
	Iteration 107Q: 3 clusters Score -7552556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -7552556.000000 Penalty: 5268.395996
	Iteration 108F: 3 clusters Score -7552556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Entering Unmasked Estep 
Score: -8188545.500000 Penalty: 2654.047607
	Iteration 0F: 2 clusters Score -8188546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -8158788.000000 Penalty: 5308.095215
	Iteration 0F: 3 clusters Score -8158788 nChanged 20441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -8169969.500000 Penalty: 5308.095215
	Iteration 1F: 3 clusters Score -8169970 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -8170450.000000 Penalty: 5308.095215
	Iteration 2Q: 3 clusters Score -8170450 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -8170837.500000 Penalty: 5308.095215
	Iteration 3Q: 3 clusters Score -8170838 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -8171237.500000 Penalty: 5308.095215
	Iteration 4Q: 3 clusters Score -8171238 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -8171693.500000 Penalty: 5308.095215
	Iteration 5Q: 3 clusters Score -8171694 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -8172253.000000 Penalty: 5308.095215
	Iteration 6Q: 3 clusters Score -8172253 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -8173108.000000 Penalty: 5308.095215
	Iteration 7Q: 3 clusters Score -8173108 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -8174117.000000 Penalty: 5308.095215
	Iteration 8Q: 3 clusters Score -8174117 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -8175619.500000 Penalty: 5308.095215
	Iteration 9F: 3 clusters Score -8175620 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -8177643.000000 Penalty: 5308.095215
	Iteration 10F: 3 clusters Score -8177643 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -8180101.500000 Penalty: 5308.095215
	Iteration 11F: 3 clusters Score -8180102 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -8182119.000000 Penalty: 5308.095215
	Iteration 12F: 3 clusters Score -8182119 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -8183167.000000 Penalty: 5308.095215
	Iteration 13Q: 3 clusters Score -8183167 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -8183644.000000 Penalty: 5308.095215
	Iteration 14Q: 3 clusters Score -8183644 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -8183932.000000 Penalty: 5308.095215
	Iteration 15Q: 3 clusters Score -8183932 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -8184132.000000 Penalty: 5308.095215
	Iteration 16Q: 3 clusters Score -8184132 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -8184326.500000 Penalty: 5308.095215
	Iteration 17Q: 3 clusters Score -8184326 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -8184484.000000 Penalty: 5308.095215
	Iteration 18Q: 3 clusters Score -8184484 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -8184627.500000 Penalty: 5308.095215
	Iteration 19Q: 3 clusters Score -8184628 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -8184744.500000 Penalty: 5308.095215
	Iteration 20F: 3 clusters Score -8184744 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -8184879.500000 Penalty: 5308.095215
	Iteration 21Q: 3 clusters Score -8184880 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -8184997.000000 Penalty: 5308.095215
	Iteration 22Q: 3 clusters Score -8184997 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -8185109.500000 Penalty: 5308.095215
	Iteration 23Q: 3 clusters Score -8185110 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -8185241.000000 Penalty: 5308.095215
	Iteration 24Q: 3 clusters Score -8185241 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -8185350.000000 Penalty: 5308.095215
	Iteration 25Q: 3 clusters Score -8185350 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -8185460.000000 Penalty: 5308.095215
	Iteration 26Q: 3 clusters Score -8185460 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -8185536.500000 Penalty: 5308.095215
	Iteration 27Q: 3 clusters Score -8185536 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -8185638.000000 Penalty: 5308.095215
	Iteration 28Q: 3 clusters Score -8185638 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -8185768.000000 Penalty: 5308.095215
	Iteration 29Q: 3 clusters Score -8185768 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -8185846.500000 Penalty: 5308.095215
	Iteration 30Q: 3 clusters Score -8185846 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -8185930.000000 Penalty: 5308.095215
	Iteration 31Q: 3 clusters Score -8185930 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -8185987.500000 Penalty: 5308.095215
	Iteration 32Q: 3 clusters Score -8185988 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -8186058.000000 Penalty: 5308.095215
	Iteration 33Q: 3 clusters Score -8186058 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -8186125.500000 Penalty: 5308.095215
	Iteration 34Q: 3 clusters Score -8186126 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -8186161.500000 Penalty: 5308.095215
	Iteration 35Q: 3 clusters Score -8186162 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -8186208.500000 Penalty: 5308.095215
	Iteration 36Q: 3 clusters Score -8186208 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -8186282.500000 Penalty: 5308.095215
	Iteration 37Q: 3 clusters Score -8186282 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -8186336.500000 Penalty: 5308.095215
	Iteration 38Q: 3 clusters Score -8186336 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -8186386.500000 Penalty: 5308.095215
	Iteration 39Q: 3 clusters Score -8186386 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -8186456.500000 Penalty: 5308.095215
	Iteration 40F: 3 clusters Score -8186456 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -8186485.500000 Penalty: 5308.095215
	Iteration 41Q: 3 clusters Score -8186486 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -8186500.000000 Penalty: 5308.095215
	Iteration 42Q: 3 clusters Score -8186500 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -8186508.500000 Penalty: 5308.095215
	Iteration 43Q: 3 clusters Score -8186508 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -8186545.000000 Penalty: 5308.095215
	Iteration 44Q: 3 clusters Score -8186545 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -8186563.000000 Penalty: 5308.095215
	Iteration 45Q: 3 clusters Score -8186563 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -8186570.500000 Penalty: 5308.095215
	Iteration 46Q: 3 clusters Score -8186570 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -8186585.000000 Penalty: 5308.095215
	Iteration 47Q: 3 clusters Score -8186585 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -8186584.500000 Penalty: 5308.095215
	Iteration 48Q: 3 clusters Score -8186584 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -8186594.500000 Penalty: 5308.095215
	Iteration 49Q: 3 clusters Score -8186594 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -8186626.500000 Penalty: 5308.095215
	Iteration 50Q: 3 clusters Score -8186626 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -8186658.500000 Penalty: 5308.095215
	Iteration 51Q: 3 clusters Score -8186658 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -8186674.500000 Penalty: 5308.095215
	Iteration 52Q: 3 clusters Score -8186674 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -8186686.000000 Penalty: 5308.095215
	Iteration 53Q: 3 clusters Score -8186686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -8186706.000000 Penalty: 5308.095215
	Iteration 54Q: 3 clusters Score -8186706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -8186711.500000 Penalty: 5308.095215
	Iteration 55Q: 3 clusters Score -8186712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8186738.500000 Penalty: 5308.095215
	Iteration 56Q: 3 clusters Score -8186738 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -8186754.500000 Penalty: 5308.095215
	Iteration 57Q: 3 clusters Score -8186754 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -8186766.500000 Penalty: 5308.095215
	Iteration 58Q: 3 clusters Score -8186766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -8186790.500000 Penalty: 5308.095215
	Iteration 59Q: 3 clusters Score -8186790 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -8186811.000000 Penalty: 5308.095215
	Iteration 60F: 3 clusters Score -8186811 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -8186801.500000 Penalty: 5308.095215
	Iteration 61Q: 3 clusters Score -8186802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -8186808.000000 Penalty: 5308.095215
	Iteration 62Q: 3 clusters Score -8186808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -8186802.500000 Penalty: 5308.095215
	Iteration 63Q: 3 clusters Score -8186802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -8186819.500000 Penalty: 5308.095215
	Iteration 64Q: 3 clusters Score -8186820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -8186836.000000 Penalty: 5308.095215
	Iteration 65Q: 3 clusters Score -8186836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -8186834.000000 Penalty: 5308.095215
	Iteration 66Q: 3 clusters Score -8186834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -8186835.000000 Penalty: 5308.095215
	Iteration 67Q: 3 clusters Score -8186835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -8186830.500000 Penalty: 5308.095215
	Iteration 68Q: 3 clusters Score -8186830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -8186820.000000 Penalty: 5308.095215
	Iteration 69Q: 3 clusters Score -8186820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -8186827.000000 Penalty: 5308.095215
	Iteration 70Q: 3 clusters Score -8186827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -8186828.000000 Penalty: 5308.095215
	Iteration 71Q: 3 clusters Score -8186828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -8186836.500000 Penalty: 5308.095215
	Iteration 72Q: 3 clusters Score -8186836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -8186843.000000 Penalty: 5308.095215
	Iteration 73Q: 3 clusters Score -8186843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -8186856.000000 Penalty: 5308.095215
	Iteration 74Q: 3 clusters Score -8186856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -8186859.500000 Penalty: 5308.095215
	Iteration 75Q: 3 clusters Score -8186860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -8186855.000000 Penalty: 5308.095215
	Iteration 76Q: 3 clusters Score -8186855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -8186854.000000 Penalty: 5308.095215
	Iteration 77Q: 3 clusters Score -8186854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -8186863.000000 Penalty: 5308.095215
	Iteration 78Q: 3 clusters Score -8186863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -8186865.000000 Penalty: 5308.095215
	Iteration 79Q: 3 clusters Score -8186865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -8186861.500000 Penalty: 5308.095215
	Iteration 80F: 3 clusters Score -8186862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -8186864.000000 Penalty: 5308.095215
	Iteration 81Q: 3 clusters Score -8186864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -8186869.500000 Penalty: 5308.095215
	Iteration 82Q: 3 clusters Score -8186870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -8186864.000000 Penalty: 5308.095215
	Iteration 83Q: 3 clusters Score -8186864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -8186871.500000 Penalty: 5308.095215
	Iteration 84Q: 3 clusters Score -8186872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8186873.500000 Penalty: 5308.095215
	Iteration 85Q: 3 clusters Score -8186874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -8186863.000000 Penalty: 5308.095215
	Iteration 86Q: 3 clusters Score -8186863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -8186859.000000 Penalty: 5308.095215
	Iteration 87Q: 3 clusters Score -8186859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -8186861.500000 Penalty: 5308.095215
	Iteration 88Q: 3 clusters Score -8186862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -8186861.000000 Penalty: 5308.095215
	Iteration 89Q: 3 clusters Score -8186861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -8186867.500000 Penalty: 5308.095215
	Iteration 90Q: 3 clusters Score -8186868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -8186867.500000 Penalty: 5308.095215
	Iteration 91F: 3 clusters Score -8186868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26431.712891 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26431.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25320.279297 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25320.28 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25511.455078 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25511.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25613.593750 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -25613.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -25668.734375 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -25668.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25678.421875 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -25678.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25678.421875 Penalty: 2838.898193
	Iteration 5F: 3 clusters Score -25678.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Entering Unmasked Estep 
Score: -6888211.000000 Penalty: 2610.274414
	Iteration 0F: 2 clusters Score -6888211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -6863001.000000 Penalty: 5220.548828
	Iteration 0F: 3 clusters Score -6863001 nChanged 16996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -6872193.500000 Penalty: 5220.548828
	Iteration 1F: 3 clusters Score -6872194 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -6872670.500000 Penalty: 5220.548828
	Iteration 2Q: 3 clusters Score -6872670 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -6872988.000000 Penalty: 5220.548828
	Iteration 3Q: 3 clusters Score -6872988 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -6873307.000000 Penalty: 5220.548828
	Iteration 4Q: 3 clusters Score -6873307 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -6873561.000000 Penalty: 5220.548828
	Iteration 5Q: 3 clusters Score -6873561 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -6873878.500000 Penalty: 5220.548828
	Iteration 6Q: 3 clusters Score -6873878 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -6874143.000000 Penalty: 5220.548828
	Iteration 7Q: 3 clusters Score -6874143 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -6874456.000000 Penalty: 5220.548828
	Iteration 8Q: 3 clusters Score -6874456 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -6874933.500000 Penalty: 5220.548828
	Iteration 9Q: 3 clusters Score -6874934 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -6875624.000000 Penalty: 5220.548828
	Iteration 10Q: 3 clusters Score -6875624 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -6876673.000000 Penalty: 5220.548828
	Iteration 11Q: 3 clusters Score -6876673 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -6877997.500000 Penalty: 5220.548828
	Iteration 12Q: 3 clusters Score -6877998 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -6879265.000000 Penalty: 5220.548828
	Iteration 13F: 3 clusters Score -6879265 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -6880193.000000 Penalty: 5220.548828
	Iteration 14Q: 3 clusters Score -6880193 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -6880720.000000 Penalty: 5220.548828
	Iteration 15Q: 3 clusters Score -6880720 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -6881009.000000 Penalty: 5220.548828
	Iteration 16Q: 3 clusters Score -6881009 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -6881225.000000 Penalty: 5220.548828
	Iteration 17Q: 3 clusters Score -6881225 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -6881409.000000 Penalty: 5220.548828
	Iteration 18Q: 3 clusters Score -6881409 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -6881567.500000 Penalty: 5220.548828
	Iteration 19Q: 3 clusters Score -6881568 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -6881736.500000 Penalty: 5220.548828
	Iteration 20F: 3 clusters Score -6881736 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -6881882.000000 Penalty: 5220.548828
	Iteration 21Q: 3 clusters Score -6881882 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -6881999.500000 Penalty: 5220.548828
	Iteration 22Q: 3 clusters Score -6882000 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -6882151.500000 Penalty: 5220.548828
	Iteration 23Q: 3 clusters Score -6882152 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -6882317.000000 Penalty: 5220.548828
	Iteration 24Q: 3 clusters Score -6882317 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -6882449.500000 Penalty: 5220.548828
	Iteration 25Q: 3 clusters Score -6882450 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -6882608.500000 Penalty: 5220.548828
	Iteration 26Q: 3 clusters Score -6882608 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -6882809.500000 Penalty: 5220.548828
	Iteration 27Q: 3 clusters Score -6882810 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -6882973.000000 Penalty: 5220.548828
	Iteration 28Q: 3 clusters Score -6882973 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -6883131.000000 Penalty: 5220.548828
	Iteration 29Q: 3 clusters Score -6883131 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -6883332.000000 Penalty: 5220.548828
	Iteration 30Q: 3 clusters Score -6883332 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -6883567.500000 Penalty: 5220.548828
	Iteration 31Q: 3 clusters Score -6883568 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -6883822.000000 Penalty: 5220.548828
	Iteration 32Q: 3 clusters Score -6883822 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -6884104.500000 Penalty: 5220.548828
	Iteration 33Q: 3 clusters Score -6884104 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -6884340.500000 Penalty: 5220.548828
	Iteration 34Q: 3 clusters Score -6884340 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -6884566.500000 Penalty: 5220.548828
	Iteration 35Q: 3 clusters Score -6884566 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -6884778.500000 Penalty: 5220.548828
	Iteration 36Q: 3 clusters Score -6884778 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -6884981.500000 Penalty: 5220.548828
	Iteration 37Q: 3 clusters Score -6884982 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -6885131.000000 Penalty: 5220.548828
	Iteration 38Q: 3 clusters Score -6885131 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -6885275.500000 Penalty: 5220.548828
	Iteration 39Q: 3 clusters Score -6885276 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -6885407.000000 Penalty: 5220.548828
	Iteration 40F: 3 clusters Score -6885407 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -6885530.500000 Penalty: 5220.548828
	Iteration 41Q: 3 clusters Score -6885530 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -6885613.000000 Penalty: 5220.548828
	Iteration 42Q: 3 clusters Score -6885613 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -6885677.000000 Penalty: 5220.548828
	Iteration 43Q: 3 clusters Score -6885677 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -6885734.000000 Penalty: 5220.548828
	Iteration 44Q: 3 clusters Score -6885734 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -6885784.500000 Penalty: 5220.548828
	Iteration 45Q: 3 clusters Score -6885784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -6885811.500000 Penalty: 5220.548828
	Iteration 46Q: 3 clusters Score -6885812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -6885826.000000 Penalty: 5220.548828
	Iteration 47Q: 3 clusters Score -6885826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -6885860.000000 Penalty: 5220.548828
	Iteration 48Q: 3 clusters Score -6885860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -6885873.500000 Penalty: 5220.548828
	Iteration 49Q: 3 clusters Score -6885874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -6885891.000000 Penalty: 5220.548828
	Iteration 50Q: 3 clusters Score -6885891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -6885915.000000 Penalty: 5220.548828
	Iteration 51Q: 3 clusters Score -6885915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -6885924.500000 Penalty: 5220.548828
	Iteration 52Q: 3 clusters Score -6885924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -6885931.500000 Penalty: 5220.548828
	Iteration 53Q: 3 clusters Score -6885932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -6885959.500000 Penalty: 5220.548828
	Iteration 54Q: 3 clusters Score -6885960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -6885951.000000 Penalty: 5220.548828
	Iteration 55Q: 3 clusters Score -6885951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -6885970.000000 Penalty: 5220.548828
	Iteration 56Q: 3 clusters Score -6885970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -6885973.000000 Penalty: 5220.548828
	Iteration 57Q: 3 clusters Score -6885973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -6885972.500000 Penalty: 5220.548828
	Iteration 58Q: 3 clusters Score -6885972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -6885974.500000 Penalty: 5220.548828
	Iteration 59Q: 3 clusters Score -6885974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -6885971.000000 Penalty: 5220.548828
	Iteration 60F: 3 clusters Score -6885971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -160307.593750 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -160307.6 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 490 members 
Entering Unmasked Estep 
Score: -158395.093750 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -158395.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -158747.687500 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -158747.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -158895.843750 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -158895.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -159000.578125 Penalty: 3430.198730
	Iteration 3Q: 3 clusters Score -159000.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -159079.796875 Penalty: 3430.198730
	Iteration 4Q: 3 clusters Score -159079.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -159127.968750 Penalty: 3430.198730
	Iteration 5Q: 3 clusters Score -159128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -159162.296875 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -159162.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -159188.250000 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -159188.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -159211.109375 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -159211.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -159228.265625 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -159228.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -159244.890625 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -159244.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -159268.859375 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -159268.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -159291.937500 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -159291.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -159302.062500 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -159302.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -159311.250000 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -159311.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -159316.468750 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -159316.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -159317.625000 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -159317.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -159318.281250 Penalty: 3430.198730
	Iteration 17Q: 3 clusters Score -159318.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -159319.484375 Penalty: 3430.198730
	Iteration 18Q: 3 clusters Score -159319.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -159323.421875 Penalty: 3430.198730
	Iteration 19Q: 3 clusters Score -159323.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -159328.281250 Penalty: 3430.198730
	Iteration 20F: 3 clusters Score -159328.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -159332.890625 Penalty: 3430.198730
	Iteration 21Q: 3 clusters Score -159332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -159335.625000 Penalty: 3430.198730
	Iteration 22Q: 3 clusters Score -159335.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -159336.875000 Penalty: 3430.198730
	Iteration 23Q: 3 clusters Score -159336.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -159338.171875 Penalty: 3430.198730
	Iteration 24Q: 3 clusters Score -159338.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -159338.171875 Penalty: 3430.198730
	Iteration 25F: 3 clusters Score -159338.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (46135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Entering Unmasked Estep 
Score: -8552716.000000 Penalty: 2663.353271
	Iteration 0F: 2 clusters Score -8552716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -8522540.000000 Penalty: 5326.706543
	Iteration 0F: 3 clusters Score -8522540 nChanged 21339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -8534685.000000 Penalty: 5326.706543
	Iteration 1F: 3 clusters Score -8534685 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -8535083.000000 Penalty: 5326.706543
	Iteration 2Q: 3 clusters Score -8535083 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -8535482.000000 Penalty: 5326.706543
	Iteration 3Q: 3 clusters Score -8535482 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -8535916.000000 Penalty: 5326.706543
	Iteration 4Q: 3 clusters Score -8535916 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -8536501.000000 Penalty: 5326.706543
	Iteration 5Q: 3 clusters Score -8536501 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -8537302.000000 Penalty: 5326.706543
	Iteration 6Q: 3 clusters Score -8537302 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29741 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -8538464.000000 Penalty: 5326.706543
	Iteration 7Q: 3 clusters Score -8538464 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -8540040.000000 Penalty: 5326.706543
	Iteration 8F: 3 clusters Score -8540040 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -8542231.000000 Penalty: 5326.706543
	Iteration 9F: 3 clusters Score -8542231 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -8544607.000000 Penalty: 5326.706543
	Iteration 10F: 3 clusters Score -8544607 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -8546826.000000 Penalty: 5326.706543
	Iteration 11F: 3 clusters Score -8546826 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -8548312.000000 Penalty: 5326.706543
	Iteration 12Q: 3 clusters Score -8548312 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8549179.000000 Penalty: 5326.706543
	Iteration 13Q: 3 clusters Score -8549179 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8549646.000000 Penalty: 5326.706543
	Iteration 14Q: 3 clusters Score -8549646 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8549883.000000 Penalty: 5326.706543
	Iteration 15Q: 3 clusters Score -8549883 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8550041.000000 Penalty: 5326.706543
	Iteration 16Q: 3 clusters Score -8550041 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8550176.000000 Penalty: 5326.706543
	Iteration 17Q: 3 clusters Score -8550176 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8550278.000000 Penalty: 5326.706543
	Iteration 18Q: 3 clusters Score -8550278 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8550336.000000 Penalty: 5326.706543
	Iteration 19Q: 3 clusters Score -8550336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8550351.000000 Penalty: 5326.706543
	Iteration 20F: 3 clusters Score -8550351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8550378.000000 Penalty: 5326.706543
	Iteration 21Q: 3 clusters Score -8550378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8550399.000000 Penalty: 5326.706543
	Iteration 22Q: 3 clusters Score -8550399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8550430.000000 Penalty: 5326.706543
	Iteration 23Q: 3 clusters Score -8550430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8550439.000000 Penalty: 5326.706543
	Iteration 24Q: 3 clusters Score -8550439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8550461.000000 Penalty: 5326.706543
	Iteration 25Q: 3 clusters Score -8550461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8550463.000000 Penalty: 5326.706543
	Iteration 26Q: 3 clusters Score -8550463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8550491.000000 Penalty: 5326.706543
	Iteration 27Q: 3 clusters Score -8550491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8550491.000000 Penalty: 5326.706543
	Iteration 28Q: 3 clusters Score -8550491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8550507.000000 Penalty: 5326.706543
	Iteration 29Q: 3 clusters Score -8550507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8550513.000000 Penalty: 5326.706543
	Iteration 30Q: 3 clusters Score -8550513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8550520.000000 Penalty: 5326.706543
	Iteration 31Q: 3 clusters Score -8550520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8550534.000000 Penalty: 5326.706543
	Iteration 32Q: 3 clusters Score -8550534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8550528.000000 Penalty: 5326.706543
	Iteration 33Q: 3 clusters Score -8550528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8550529.000000 Penalty: 5326.706543
	Iteration 34Q: 3 clusters Score -8550529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8550538.000000 Penalty: 5326.706543
	Iteration 35Q: 3 clusters Score -8550538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8550532.000000 Penalty: 5326.706543
	Iteration 36Q: 3 clusters Score -8550532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8550524.000000 Penalty: 5326.706543
	Iteration 37Q: 3 clusters Score -8550524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8550525.000000 Penalty: 5326.706543
	Iteration 38Q: 3 clusters Score -8550525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8550525.000000 Penalty: 5326.706543
	Iteration 39F: 3 clusters Score -8550525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56117.789062 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56117.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54693.667969 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -54693.67 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54944.871094 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -54944.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55052.632812 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55052.63 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55132.371094 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -55132.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55160.652344 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55160.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55190.621094 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55190.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -55259.464844 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -55259.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -55307.722656 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -55307.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55338.636719 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -55338.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -55367.523438 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -55367.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55389.304688 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -55389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55394.832031 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -55394.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55395.707031 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -55395.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55410.609375 Penalty: 3078.461670
	Iteration 13Q: 3 clusters Score -55410.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55412.546875 Penalty: 3078.461670
	Iteration 14Q: 3 clusters Score -55412.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55413.390625 Penalty: 3078.461670
	Iteration 15Q: 3 clusters Score -55413.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55413.390625 Penalty: 3078.461670
	Iteration 16F: 3 clusters Score -55413.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -48525.347656 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -48525.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47221.230469 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -47221.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47346.753906 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -47346.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47400.324219 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -47400.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47426.867188 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -47426.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47454.066406 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -47454.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47469.199219 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -47469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47477.781250 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -47477.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47487.355469 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -47487.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47501.289062 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -47501.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47520.609375 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -47520.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47529.945312 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -47529.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47531.792969 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -47531.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47531.792969 Penalty: 2885.287109
	Iteration 12F: 3 clusters Score -47531.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 42913 members 
Mstep: Class 3 contains 47063 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 46561 members 
Mstep: Class 7 contains 42873 members 
Mstep: Class 8 contains 4035 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42637 members 
Mstep: Class 11 contains 48871 members 
Mstep: Class 12 contains 44155 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46951 members 
Mstep: Class 16 contains 42715 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42268 members 
Mstep: Class 19 contains 27247 members 
Mstep: Class 20 contains 41018 members 
Mstep: Class 21 contains 44436 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37246 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46135 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939512.000000 Penalty: 90108.015625
Iteration 279Q: 28 clusters Score -1.269395e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 42888 members 
Mstep: Class 3 contains 47057 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 46564 members 
Mstep: Class 7 contains 42868 members 
Mstep: Class 8 contains 4037 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42629 members 
Mstep: Class 11 contains 48883 members 
Mstep: Class 12 contains 44179 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46961 members 
Mstep: Class 16 contains 42694 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42220 members 
Mstep: Class 19 contains 27233 members 
Mstep: Class 20 contains 41042 members 
Mstep: Class 21 contains 44454 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37242 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46127 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939440.000000 Penalty: 90108.015625
Iteration 280F: 28 clusters Score -1.269394e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 42871 members 
Mstep: Class 3 contains 47056 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2362 members 
Mstep: Class 6 contains 46569 members 
Mstep: Class 7 contains 42884 members 
Mstep: Class 8 contains 4038 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42638 members 
Mstep: Class 11 contains 48909 members 
Mstep: Class 12 contains 44204 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46938 members 
Mstep: Class 16 contains 42673 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42167 members 
Mstep: Class 19 contains 27226 members 
Mstep: Class 20 contains 41063 members 
Mstep: Class 21 contains 44461 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37245 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46112 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939680.000000 Penalty: 90108.015625
Iteration 281Q: 28 clusters Score -1.269397e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 42866 members 
Mstep: Class 3 contains 47054 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 46573 members 
Mstep: Class 7 contains 42895 members 
Mstep: Class 8 contains 4040 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42631 members 
Mstep: Class 11 contains 48922 members 
Mstep: Class 12 contains 44210 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46953 members 
Mstep: Class 16 contains 42651 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42136 members 
Mstep: Class 19 contains 27214 members 
Mstep: Class 20 contains 41091 members 
Mstep: Class 21 contains 44455 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37245 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46104 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939680.000000 Penalty: 90108.015625
Iteration 282Q: 28 clusters Score -1.269397e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 42843 members 
Mstep: Class 3 contains 47055 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 46564 members 
Mstep: Class 7 contains 42913 members 
Mstep: Class 8 contains 4046 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42629 members 
Mstep: Class 11 contains 48897 members 
Mstep: Class 12 contains 44216 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46949 members 
Mstep: Class 16 contains 42644 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42145 members 
Mstep: Class 19 contains 27198 members 
Mstep: Class 20 contains 41118 members 
Mstep: Class 21 contains 44463 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37255 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46082 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939808.000000 Penalty: 90108.015625
Iteration 283Q: 28 clusters Score -1.269398e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 42818 members 
Mstep: Class 3 contains 47055 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 46565 members 
Mstep: Class 7 contains 42903 members 
Mstep: Class 8 contains 4052 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42626 members 
Mstep: Class 11 contains 48885 members 
Mstep: Class 12 contains 44244 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46947 members 
Mstep: Class 16 contains 42645 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42141 members 
Mstep: Class 19 contains 27182 members 
Mstep: Class 20 contains 41136 members 
Mstep: Class 21 contains 44465 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37274 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46063 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940040.000000 Penalty: 90108.015625
Iteration 284Q: 28 clusters Score -1.2694e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 42805 members 
Mstep: Class 3 contains 47049 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 46566 members 
Mstep: Class 7 contains 42898 members 
Mstep: Class 8 contains 4056 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42637 members 
Mstep: Class 11 contains 48883 members 
Mstep: Class 12 contains 44251 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46925 members 
Mstep: Class 16 contains 42637 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42137 members 
Mstep: Class 19 contains 27166 members 
Mstep: Class 20 contains 41164 members 
Mstep: Class 21 contains 44452 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37303 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46053 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940024.000000 Penalty: 90108.015625
Iteration 285Q: 28 clusters Score -1.2694e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 42782 members 
Mstep: Class 3 contains 47046 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 46567 members 
Mstep: Class 7 contains 42886 members 
Mstep: Class 8 contains 4060 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42633 members 
Mstep: Class 11 contains 48879 members 
Mstep: Class 12 contains 44264 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46933 members 
Mstep: Class 16 contains 42622 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42114 members 
Mstep: Class 19 contains 27150 members 
Mstep: Class 20 contains 41202 members 
Mstep: Class 21 contains 44461 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37319 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46028 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939944.000000 Penalty: 90108.015625
Iteration 286Q: 28 clusters Score -1.269399e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 42778 members 
Mstep: Class 3 contains 47040 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 46566 members 
Mstep: Class 7 contains 42861 members 
Mstep: Class 8 contains 4063 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42628 members 
Mstep: Class 11 contains 48895 members 
Mstep: Class 12 contains 44276 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46917 members 
Mstep: Class 16 contains 42609 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42119 members 
Mstep: Class 19 contains 27137 members 
Mstep: Class 20 contains 41223 members 
Mstep: Class 21 contains 44456 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37325 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46021 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940112.000000 Penalty: 90108.015625
Iteration 287Q: 28 clusters Score -1.269401e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 42796 members 
Mstep: Class 3 contains 47029 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 46545 members 
Mstep: Class 7 contains 42844 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42625 members 
Mstep: Class 11 contains 48926 members 
Mstep: Class 12 contains 44283 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46902 members 
Mstep: Class 16 contains 42589 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42114 members 
Mstep: Class 19 contains 27128 members 
Mstep: Class 20 contains 41258 members 
Mstep: Class 21 contains 44438 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37331 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46016 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940328.000000 Penalty: 90108.015625
Iteration 288Q: 28 clusters Score -1.269403e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 42798 members 
Mstep: Class 3 contains 47017 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 46538 members 
Mstep: Class 7 contains 42824 members 
Mstep: Class 8 contains 4068 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42611 members 
Mstep: Class 11 contains 48935 members 
Mstep: Class 12 contains 44284 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46894 members 
Mstep: Class 16 contains 42575 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42120 members 
Mstep: Class 19 contains 27120 members 
Mstep: Class 20 contains 41275 members 
Mstep: Class 21 contains 44424 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37329 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46029 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940208.000000 Penalty: 90108.015625
Iteration 289Q: 28 clusters Score -1.269402e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 42814 members 
Mstep: Class 3 contains 47009 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 46531 members 
Mstep: Class 7 contains 42791 members 
Mstep: Class 8 contains 4071 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42619 members 
Mstep: Class 11 contains 48950 members 
Mstep: Class 12 contains 44279 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46878 members 
Mstep: Class 16 contains 42572 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42112 members 
Mstep: Class 19 contains 27113 members 
Mstep: Class 20 contains 41294 members 
Mstep: Class 21 contains 44430 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37340 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 46021 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940168.000000 Penalty: 90108.015625
Iteration 290Q: 28 clusters Score -1.269402e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 42837 members 
Mstep: Class 3 contains 47001 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 46533 members 
Mstep: Class 7 contains 42774 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42621 members 
Mstep: Class 11 contains 48950 members 
Mstep: Class 12 contains 44275 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46888 members 
Mstep: Class 16 contains 42587 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42111 members 
Mstep: Class 19 contains 27101 members 
Mstep: Class 20 contains 41305 members 
Mstep: Class 21 contains 44426 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37348 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45990 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940232.000000 Penalty: 90108.015625
Iteration 291Q: 28 clusters Score -1.269402e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 42875 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 46536 members 
Mstep: Class 7 contains 42748 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42621 members 
Mstep: Class 11 contains 48960 members 
Mstep: Class 12 contains 44281 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46886 members 
Mstep: Class 16 contains 42582 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42116 members 
Mstep: Class 19 contains 27092 members 
Mstep: Class 20 contains 41312 members 
Mstep: Class 21 contains 44433 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37347 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45955 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940328.000000 Penalty: 90108.015625
Iteration 292Q: 28 clusters Score -1.269403e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 42886 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 46549 members 
Mstep: Class 7 contains 42744 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42626 members 
Mstep: Class 11 contains 48969 members 
Mstep: Class 12 contains 44266 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46880 members 
Mstep: Class 16 contains 42582 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42133 members 
Mstep: Class 19 contains 27079 members 
Mstep: Class 20 contains 41309 members 
Mstep: Class 21 contains 44424 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37349 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45937 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940392.000000 Penalty: 90108.015625
Iteration 293Q: 28 clusters Score -1.269404e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 42898 members 
Mstep: Class 3 contains 46993 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2361 members 
Mstep: Class 6 contains 46559 members 
Mstep: Class 7 contains 42752 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42634 members 
Mstep: Class 11 contains 48996 members 
Mstep: Class 12 contains 44263 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46883 members 
Mstep: Class 16 contains 42573 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42144 members 
Mstep: Class 19 contains 27068 members 
Mstep: Class 20 contains 41302 members 
Mstep: Class 21 contains 44392 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37350 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45929 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940384.000000 Penalty: 90108.015625
Iteration 294Q: 28 clusters Score -1.269404e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 42871 members 
Mstep: Class 3 contains 46984 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46569 members 
Mstep: Class 7 contains 42743 members 
Mstep: Class 8 contains 4087 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42640 members 
Mstep: Class 11 contains 49016 members 
Mstep: Class 12 contains 44262 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46871 members 
Mstep: Class 16 contains 42574 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42165 members 
Mstep: Class 19 contains 27057 members 
Mstep: Class 20 contains 41304 members 
Mstep: Class 21 contains 44377 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37362 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45912 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940432.000000 Penalty: 90108.015625
Iteration 295Q: 28 clusters Score -1.269404e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 42863 members 
Mstep: Class 3 contains 46977 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46579 members 
Mstep: Class 7 contains 42729 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42646 members 
Mstep: Class 11 contains 49023 members 
Mstep: Class 12 contains 44270 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46853 members 
Mstep: Class 16 contains 42569 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42160 members 
Mstep: Class 19 contains 27052 members 
Mstep: Class 20 contains 41296 members 
Mstep: Class 21 contains 44364 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37374 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45923 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940304.000000 Penalty: 90108.015625
Iteration 296Q: 28 clusters Score -1.269403e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 42854 members 
Mstep: Class 3 contains 46972 members 
Mstep: Class 4 contains 1158 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46576 members 
Mstep: Class 7 contains 42722 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42642 members 
Mstep: Class 11 contains 49024 members 
Mstep: Class 12 contains 44256 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46844 members 
Mstep: Class 16 contains 42568 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42161 members 
Mstep: Class 19 contains 27050 members 
Mstep: Class 20 contains 41299 members 
Mstep: Class 21 contains 44363 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37391 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45903 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940328.000000 Penalty: 90108.015625
Iteration 297Q: 28 clusters Score -1.269403e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 42846 members 
Mstep: Class 3 contains 46974 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46576 members 
Mstep: Class 7 contains 42696 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42635 members 
Mstep: Class 11 contains 49057 members 
Mstep: Class 12 contains 44252 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46826 members 
Mstep: Class 16 contains 42561 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42165 members 
Mstep: Class 19 contains 27047 members 
Mstep: Class 20 contains 41297 members 
Mstep: Class 21 contains 44373 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37411 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45884 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940312.000000 Penalty: 90108.015625
Iteration 298Q: 28 clusters Score -1.269403e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 42824 members 
Mstep: Class 3 contains 46983 members 
Mstep: Class 4 contains 1155 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46592 members 
Mstep: Class 7 contains 42678 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42623 members 
Mstep: Class 11 contains 49087 members 
Mstep: Class 12 contains 44258 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46811 members 
Mstep: Class 16 contains 42566 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42162 members 
Mstep: Class 19 contains 27036 members 
Mstep: Class 20 contains 41289 members 
Mstep: Class 21 contains 44354 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37445 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45889 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940144.000000 Penalty: 90108.015625
Iteration 299Q: 28 clusters Score -1.269401e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 42807 members 
Mstep: Class 3 contains 46985 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46627 members 
Mstep: Class 7 contains 42643 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42599 members 
Mstep: Class 11 contains 49107 members 
Mstep: Class 12 contains 44257 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46787 members 
Mstep: Class 16 contains 42565 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42179 members 
Mstep: Class 19 contains 27035 members 
Mstep: Class 20 contains 41282 members 
Mstep: Class 21 contains 44336 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37485 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45878 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940304.000000 Penalty: 90108.015625
Iteration 300F: 28 clusters Score -1.269403e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 42811 members 
Mstep: Class 3 contains 46983 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46631 members 
Mstep: Class 7 contains 42621 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42589 members 
Mstep: Class 11 contains 49135 members 
Mstep: Class 12 contains 44268 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46774 members 
Mstep: Class 16 contains 42559 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42212 members 
Mstep: Class 19 contains 27036 members 
Mstep: Class 20 contains 41260 members 
Mstep: Class 21 contains 44316 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37509 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45883 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940368.000000 Penalty: 90108.015625
Iteration 301Q: 28 clusters Score -1.269404e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 42802 members 
Mstep: Class 3 contains 46979 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46645 members 
Mstep: Class 7 contains 42594 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42586 members 
Mstep: Class 11 contains 49144 members 
Mstep: Class 12 contains 44282 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46764 members 
Mstep: Class 16 contains 42544 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42224 members 
Mstep: Class 19 contains 27032 members 
Mstep: Class 20 contains 41237 members 
Mstep: Class 21 contains 44307 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37528 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45905 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940432.000000 Penalty: 90108.015625
Iteration 302Q: 28 clusters Score -1.269404e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 42792 members 
Mstep: Class 3 contains 46980 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46633 members 
Mstep: Class 7 contains 42570 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42580 members 
Mstep: Class 11 contains 49186 members 
Mstep: Class 12 contains 44297 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46751 members 
Mstep: Class 16 contains 42530 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42225 members 
Mstep: Class 19 contains 27031 members 
Mstep: Class 20 contains 41208 members 
Mstep: Class 21 contains 44290 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37580 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45906 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940472.000000 Penalty: 90108.015625
Iteration 303Q: 28 clusters Score -1.269405e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 42794 members 
Mstep: Class 3 contains 46972 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46622 members 
Mstep: Class 7 contains 42541 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42572 members 
Mstep: Class 11 contains 49206 members 
Mstep: Class 12 contains 44318 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46748 members 
Mstep: Class 16 contains 42529 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42228 members 
Mstep: Class 19 contains 27030 members 
Mstep: Class 20 contains 41197 members 
Mstep: Class 21 contains 44277 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37618 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45920 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940392.000000 Penalty: 90108.015625
Iteration 304Q: 28 clusters Score -1.269404e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 42769 members 
Mstep: Class 3 contains 46954 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46627 members 
Mstep: Class 7 contains 42521 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42561 members 
Mstep: Class 11 contains 49233 members 
Mstep: Class 12 contains 44314 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46739 members 
Mstep: Class 16 contains 42531 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42259 members 
Mstep: Class 19 contains 27032 members 
Mstep: Class 20 contains 41179 members 
Mstep: Class 21 contains 44266 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37669 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45887 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940288.000000 Penalty: 90108.015625
Iteration 305Q: 28 clusters Score -1.269403e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 42738 members 
Mstep: Class 3 contains 46943 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46631 members 
Mstep: Class 7 contains 42505 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42560 members 
Mstep: Class 11 contains 49244 members 
Mstep: Class 12 contains 44321 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46725 members 
Mstep: Class 16 contains 42531 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42265 members 
Mstep: Class 19 contains 27028 members 
Mstep: Class 20 contains 41164 members 
Mstep: Class 21 contains 44256 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37706 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45891 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940248.000000 Penalty: 90108.015625
Iteration 306Q: 28 clusters Score -1.269402e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 42713 members 
Mstep: Class 3 contains 46943 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46613 members 
Mstep: Class 7 contains 42484 members 
Mstep: Class 8 contains 4082 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42548 members 
Mstep: Class 11 contains 49262 members 
Mstep: Class 12 contains 44321 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46727 members 
Mstep: Class 16 contains 42542 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42279 members 
Mstep: Class 19 contains 27022 members 
Mstep: Class 20 contains 41128 members 
Mstep: Class 21 contains 44264 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37749 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45897 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940232.000000 Penalty: 90108.015625
Iteration 307Q: 28 clusters Score -1.269402e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 42699 members 
Mstep: Class 3 contains 46940 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46616 members 
Mstep: Class 7 contains 42474 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42537 members 
Mstep: Class 11 contains 49296 members 
Mstep: Class 12 contains 44314 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46729 members 
Mstep: Class 16 contains 42558 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42275 members 
Mstep: Class 19 contains 27012 members 
Mstep: Class 20 contains 41116 members 
Mstep: Class 21 contains 44246 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37786 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45892 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940088.000000 Penalty: 90108.015625
Iteration 308Q: 28 clusters Score -1.269401e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 42701 members 
Mstep: Class 3 contains 46947 members 
Mstep: Class 4 contains 1157 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46666 members 
Mstep: Class 7 contains 42462 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42515 members 
Mstep: Class 11 contains 49308 members 
Mstep: Class 12 contains 44305 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46730 members 
Mstep: Class 16 contains 42583 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42264 members 
Mstep: Class 19 contains 27005 members 
Mstep: Class 20 contains 41110 members 
Mstep: Class 21 contains 44213 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37810 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45864 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940200.000000 Penalty: 90108.015625
Iteration 309Q: 28 clusters Score -1.269402e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 42696 members 
Mstep: Class 3 contains 46948 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46682 members 
Mstep: Class 7 contains 42439 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42505 members 
Mstep: Class 11 contains 49332 members 
Mstep: Class 12 contains 44300 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46736 members 
Mstep: Class 16 contains 42595 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42266 members 
Mstep: Class 19 contains 27005 members 
Mstep: Class 20 contains 41106 members 
Mstep: Class 21 contains 44214 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37813 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45832 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940080.000000 Penalty: 90108.015625
Iteration 310Q: 28 clusters Score -1.269401e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 42715 members 
Mstep: Class 3 contains 46946 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46698 members 
Mstep: Class 7 contains 42427 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42510 members 
Mstep: Class 11 contains 49350 members 
Mstep: Class 12 contains 44300 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46742 members 
Mstep: Class 16 contains 42622 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42259 members 
Mstep: Class 19 contains 27001 members 
Mstep: Class 20 contains 41111 members 
Mstep: Class 21 contains 44205 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37788 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45793 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939984.000000 Penalty: 90108.015625
Iteration 311Q: 28 clusters Score -1.2694e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 42735 members 
Mstep: Class 3 contains 46941 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46711 members 
Mstep: Class 7 contains 42418 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42516 members 
Mstep: Class 11 contains 49366 members 
Mstep: Class 12 contains 44279 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46746 members 
Mstep: Class 16 contains 42643 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42240 members 
Mstep: Class 19 contains 26995 members 
Mstep: Class 20 contains 41123 members 
Mstep: Class 21 contains 44185 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37790 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45766 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939936.000000 Penalty: 90108.015625
Iteration 312Q: 28 clusters Score -1.269399e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 42740 members 
Mstep: Class 3 contains 46939 members 
Mstep: Class 4 contains 1159 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46713 members 
Mstep: Class 7 contains 42412 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42522 members 
Mstep: Class 11 contains 49381 members 
Mstep: Class 12 contains 44266 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46748 members 
Mstep: Class 16 contains 42657 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42230 members 
Mstep: Class 19 contains 26994 members 
Mstep: Class 20 contains 41125 members 
Mstep: Class 21 contains 44158 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37798 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45750 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940064.000000 Penalty: 90108.015625
Iteration 313Q: 28 clusters Score -1.269401e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 42735 members 
Mstep: Class 3 contains 46939 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2359 members 
Mstep: Class 6 contains 46726 members 
Mstep: Class 7 contains 42403 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42520 members 
Mstep: Class 11 contains 49387 members 
Mstep: Class 12 contains 44253 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46729 members 
Mstep: Class 16 contains 42666 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42220 members 
Mstep: Class 19 contains 26991 members 
Mstep: Class 20 contains 41133 members 
Mstep: Class 21 contains 44163 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37807 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45755 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940040.000000 Penalty: 90108.015625
Iteration 314Q: 28 clusters Score -1.2694e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 42743 members 
Mstep: Class 3 contains 46926 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 46733 members 
Mstep: Class 7 contains 42387 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42515 members 
Mstep: Class 11 contains 49422 members 
Mstep: Class 12 contains 44236 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46740 members 
Mstep: Class 16 contains 42670 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42217 members 
Mstep: Class 19 contains 26988 members 
Mstep: Class 20 contains 41118 members 
Mstep: Class 21 contains 44178 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37817 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45725 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939768.000000 Penalty: 90108.015625
Iteration 315Q: 28 clusters Score -1.269398e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 42735 members 
Mstep: Class 3 contains 46925 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 46738 members 
Mstep: Class 7 contains 42379 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42520 members 
Mstep: Class 11 contains 49430 members 
Mstep: Class 12 contains 44230 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46738 members 
Mstep: Class 16 contains 42678 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42234 members 
Mstep: Class 19 contains 26982 members 
Mstep: Class 20 contains 41109 members 
Mstep: Class 21 contains 44179 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37838 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45682 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939784.000000 Penalty: 90108.015625
Iteration 316Q: 28 clusters Score -1.269398e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 42712 members 
Mstep: Class 3 contains 46925 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 46744 members 
Mstep: Class 7 contains 42372 members 
Mstep: Class 8 contains 4084 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42513 members 
Mstep: Class 11 contains 49408 members 
Mstep: Class 12 contains 44214 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46747 members 
Mstep: Class 16 contains 42692 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42243 members 
Mstep: Class 19 contains 26975 members 
Mstep: Class 20 contains 41103 members 
Mstep: Class 21 contains 44173 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37873 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45674 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939696.000000 Penalty: 90108.015625
Iteration 317Q: 28 clusters Score -1.269397e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 42710 members 
Mstep: Class 3 contains 46911 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2358 members 
Mstep: Class 6 contains 46763 members 
Mstep: Class 7 contains 42369 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42516 members 
Mstep: Class 11 contains 49403 members 
Mstep: Class 12 contains 44196 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46745 members 
Mstep: Class 16 contains 42708 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42261 members 
Mstep: Class 19 contains 26969 members 
Mstep: Class 20 contains 41088 members 
Mstep: Class 21 contains 44169 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37889 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45654 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939552.000000 Penalty: 90108.015625
Iteration 318Q: 28 clusters Score -1.269396e+08 nChanged 869
Entering ConstructFrom: 
Score: -126939552.000000 Penalty: 90108.015625
Entering ConstructFrom: 
Trying to split cluster 1 (44431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Entering Unmasked Estep 
Score: -8256417.000000 Penalty: 2654.019775
	Iteration 0F: 2 clusters Score -8256417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -8227429.000000 Penalty: 5308.039551
	Iteration 0F: 3 clusters Score -8227429 nChanged 20391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -8238447.500000 Penalty: 5308.039551
	Iteration 1F: 3 clusters Score -8238448 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -8238965.500000 Penalty: 5308.039551
	Iteration 2Q: 3 clusters Score -8238966 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -8239499.000000 Penalty: 5308.039551
	Iteration 3Q: 3 clusters Score -8239499 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -8240233.000000 Penalty: 5308.039551
	Iteration 4Q: 3 clusters Score -8240233 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -8241290.000000 Penalty: 5308.039551
	Iteration 5Q: 3 clusters Score -8241290 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -8243057.500000 Penalty: 5308.039551
	Iteration 6F: 3 clusters Score -8243058 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -8245833.500000 Penalty: 5308.039551
	Iteration 7F: 3 clusters Score -8245834 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -8249220.500000 Penalty: 5308.039551
	Iteration 8F: 3 clusters Score -8249220 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8252118.000000 Penalty: 5308.039551
	Iteration 9F: 3 clusters Score -8252118 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8253350.500000 Penalty: 5308.039551
	Iteration 10Q: 3 clusters Score -8253350 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8253789.500000 Penalty: 5308.039551
	Iteration 11Q: 3 clusters Score -8253790 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8253974.500000 Penalty: 5308.039551
	Iteration 12Q: 3 clusters Score -8253974 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8254039.000000 Penalty: 5308.039551
	Iteration 13Q: 3 clusters Score -8254039 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8254080.500000 Penalty: 5308.039551
	Iteration 14Q: 3 clusters Score -8254080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8254094.500000 Penalty: 5308.039551
	Iteration 15Q: 3 clusters Score -8254094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8254117.000000 Penalty: 5308.039551
	Iteration 16Q: 3 clusters Score -8254117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8254115.000000 Penalty: 5308.039551
	Iteration 17Q: 3 clusters Score -8254115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8254124.500000 Penalty: 5308.039551
	Iteration 18Q: 3 clusters Score -8254124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8254121.500000 Penalty: 5308.039551
	Iteration 19Q: 3 clusters Score -8254122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8254118.000000 Penalty: 5308.039551
	Iteration 20F: 3 clusters Score -8254118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Entering Unmasked Estep 
Score: -7896576.000000 Penalty: 2644.170410
	Iteration 0F: 2 clusters Score -7896576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -7868024.000000 Penalty: 5288.340820
	Iteration 0F: 3 clusters Score -7868024 nChanged 19520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -7878654.500000 Penalty: 5288.340820
	Iteration 1F: 3 clusters Score -7878654 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -7879281.000000 Penalty: 5288.340820
	Iteration 2Q: 3 clusters Score -7879281 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -7880253.500000 Penalty: 5288.340820
	Iteration 3Q: 3 clusters Score -7880254 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -7881672.000000 Penalty: 5288.340820
	Iteration 4F: 3 clusters Score -7881672 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -7883664.000000 Penalty: 5288.340820
	Iteration 5F: 3 clusters Score -7883664 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -7886023.000000 Penalty: 5288.340820
	Iteration 6F: 3 clusters Score -7886023 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -7888915.000000 Penalty: 5288.340820
	Iteration 7F: 3 clusters Score -7888915 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -7891938.000000 Penalty: 5288.340820
	Iteration 8F: 3 clusters Score -7891938 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -7893663.500000 Penalty: 5288.340820
	Iteration 9Q: 3 clusters Score -7893664 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -7894184.000000 Penalty: 5288.340820
	Iteration 10Q: 3 clusters Score -7894184 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -7894343.500000 Penalty: 5288.340820
	Iteration 11Q: 3 clusters Score -7894344 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -7894440.500000 Penalty: 5288.340820
	Iteration 12Q: 3 clusters Score -7894440 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -7894495.500000 Penalty: 5288.340820
	Iteration 13Q: 3 clusters Score -7894496 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -7894531.500000 Penalty: 5288.340820
	Iteration 14Q: 3 clusters Score -7894532 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -7894585.500000 Penalty: 5288.340820
	Iteration 15Q: 3 clusters Score -7894586 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -7894624.000000 Penalty: 5288.340820
	Iteration 16Q: 3 clusters Score -7894624 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -7894668.000000 Penalty: 5288.340820
	Iteration 17Q: 3 clusters Score -7894668 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -7894735.500000 Penalty: 5288.340820
	Iteration 18Q: 3 clusters Score -7894736 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -7894770.000000 Penalty: 5288.340820
	Iteration 19Q: 3 clusters Score -7894770 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -7894770.000000 Penalty: 5288.340820
	Iteration 20F: 3 clusters Score -7894770 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -7894811.000000 Penalty: 5288.340820
	Iteration 21Q: 3 clusters Score -7894811 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -7894826.000000 Penalty: 5288.340820
	Iteration 22Q: 3 clusters Score -7894826 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -7894858.000000 Penalty: 5288.340820
	Iteration 23Q: 3 clusters Score -7894858 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -7894877.000000 Penalty: 5288.340820
	Iteration 24Q: 3 clusters Score -7894877 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -7894922.000000 Penalty: 5288.340820
	Iteration 25Q: 3 clusters Score -7894922 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -7894954.000000 Penalty: 5288.340820
	Iteration 26Q: 3 clusters Score -7894954 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -7894944.500000 Penalty: 5288.340820
	Iteration 27Q: 3 clusters Score -7894944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -7894966.000000 Penalty: 5288.340820
	Iteration 28Q: 3 clusters Score -7894966 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -7894955.000000 Penalty: 5288.340820
	Iteration 29Q: 3 clusters Score -7894955 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -7894974.500000 Penalty: 5288.340820
	Iteration 30Q: 3 clusters Score -7894974 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -7894988.000000 Penalty: 5288.340820
	Iteration 31Q: 3 clusters Score -7894988 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -7895021.000000 Penalty: 5288.340820
	Iteration 32Q: 3 clusters Score -7895021 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -7895060.000000 Penalty: 5288.340820
	Iteration 33Q: 3 clusters Score -7895060 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -7895064.000000 Penalty: 5288.340820
	Iteration 34Q: 3 clusters Score -7895064 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -7895081.000000 Penalty: 5288.340820
	Iteration 35Q: 3 clusters Score -7895081 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -7895100.500000 Penalty: 5288.340820
	Iteration 36Q: 3 clusters Score -7895100 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -7895110.000000 Penalty: 5288.340820
	Iteration 37Q: 3 clusters Score -7895110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -7895102.000000 Penalty: 5288.340820
	Iteration 38Q: 3 clusters Score -7895102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -7895079.500000 Penalty: 5288.340820
	Iteration 39Q: 3 clusters Score -7895080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -7895095.000000 Penalty: 5288.340820
	Iteration 40F: 3 clusters Score -7895095 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -7895110.500000 Penalty: 5288.340820
	Iteration 41Q: 3 clusters Score -7895110 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -7895102.000000 Penalty: 5288.340820
	Iteration 42Q: 3 clusters Score -7895102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -7895104.000000 Penalty: 5288.340820
	Iteration 43Q: 3 clusters Score -7895104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -7895115.500000 Penalty: 5288.340820
	Iteration 44Q: 3 clusters Score -7895116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -7895134.500000 Penalty: 5288.340820
	Iteration 45Q: 3 clusters Score -7895134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -7895149.000000 Penalty: 5288.340820
	Iteration 46Q: 3 clusters Score -7895149 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -7895146.000000 Penalty: 5288.340820
	Iteration 47Q: 3 clusters Score -7895146 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -7895154.500000 Penalty: 5288.340820
	Iteration 48Q: 3 clusters Score -7895154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -7895153.000000 Penalty: 5288.340820
	Iteration 49Q: 3 clusters Score -7895153 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -7895187.500000 Penalty: 5288.340820
	Iteration 50Q: 3 clusters Score -7895188 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -7895192.500000 Penalty: 5288.340820
	Iteration 51Q: 3 clusters Score -7895192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -7895214.000000 Penalty: 5288.340820
	Iteration 52Q: 3 clusters Score -7895214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -7895220.500000 Penalty: 5288.340820
	Iteration 53Q: 3 clusters Score -7895220 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -7895219.000000 Penalty: 5288.340820
	Iteration 54Q: 3 clusters Score -7895219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -7895230.000000 Penalty: 5288.340820
	Iteration 55Q: 3 clusters Score -7895230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -7895245.500000 Penalty: 5288.340820
	Iteration 56Q: 3 clusters Score -7895246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -7895243.500000 Penalty: 5288.340820
	Iteration 57Q: 3 clusters Score -7895244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -7895249.000000 Penalty: 5288.340820
	Iteration 58Q: 3 clusters Score -7895249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -7895258.500000 Penalty: 5288.340820
	Iteration 59Q: 3 clusters Score -7895258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -7895259.000000 Penalty: 5288.340820
	Iteration 60F: 3 clusters Score -7895259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -7895252.500000 Penalty: 5288.340820
	Iteration 61Q: 3 clusters Score -7895252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -7895266.000000 Penalty: 5288.340820
	Iteration 62Q: 3 clusters Score -7895266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -7895263.500000 Penalty: 5288.340820
	Iteration 63Q: 3 clusters Score -7895264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -7895262.000000 Penalty: 5288.340820
	Iteration 64Q: 3 clusters Score -7895262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -7895248.000000 Penalty: 5288.340820
	Iteration 65Q: 3 clusters Score -7895248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -7895245.500000 Penalty: 5288.340820
	Iteration 66Q: 3 clusters Score -7895246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -7895242.000000 Penalty: 5288.340820
	Iteration 67Q: 3 clusters Score -7895242 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -7895255.000000 Penalty: 5288.340820
	Iteration 68Q: 3 clusters Score -7895255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -7895261.000000 Penalty: 5288.340820
	Iteration 69Q: 3 clusters Score -7895261 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -7895272.500000 Penalty: 5288.340820
	Iteration 70Q: 3 clusters Score -7895272 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -7895280.500000 Penalty: 5288.340820
	Iteration 71Q: 3 clusters Score -7895280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37396 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -7895283.000000 Penalty: 5288.340820
	Iteration 72Q: 3 clusters Score -7895283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -7895296.000000 Penalty: 5288.340820
	Iteration 73Q: 3 clusters Score -7895296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -7895283.000000 Penalty: 5288.340820
	Iteration 74Q: 3 clusters Score -7895283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -7895268.500000 Penalty: 5288.340820
	Iteration 75Q: 3 clusters Score -7895268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -7895284.500000 Penalty: 5288.340820
	Iteration 76Q: 3 clusters Score -7895284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -7895282.500000 Penalty: 5288.340820
	Iteration 77Q: 3 clusters Score -7895282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -7895297.000000 Penalty: 5288.340820
	Iteration 78Q: 3 clusters Score -7895297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -7895290.000000 Penalty: 5288.340820
	Iteration 79Q: 3 clusters Score -7895290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -7895289.500000 Penalty: 5288.340820
	Iteration 80F: 3 clusters Score -7895290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -7895293.500000 Penalty: 5288.340820
	Iteration 81Q: 3 clusters Score -7895294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -7895283.000000 Penalty: 5288.340820
	Iteration 82Q: 3 clusters Score -7895283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -7895288.500000 Penalty: 5288.340820
	Iteration 83Q: 3 clusters Score -7895288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -7895287.500000 Penalty: 5288.340820
	Iteration 84Q: 3 clusters Score -7895288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -7895277.500000 Penalty: 5288.340820
	Iteration 85Q: 3 clusters Score -7895278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -7895290.500000 Penalty: 5288.340820
	Iteration 86Q: 3 clusters Score -7895290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -7895287.500000 Penalty: 5288.340820
	Iteration 87Q: 3 clusters Score -7895288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -7895279.500000 Penalty: 5288.340820
	Iteration 88Q: 3 clusters Score -7895280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7895291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7895290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -7895300.500000 Penalty: 5288.340820
	Iteration 91Q: 3 clusters Score -7895300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -7895304.000000 Penalty: 5288.340820
	Iteration 92Q: 3 clusters Score -7895304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7895300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -7895306.000000 Penalty: 5288.340820
	Iteration 94Q: 3 clusters Score -7895306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -7895329.000000 Penalty: 5288.340820
	Iteration 95Q: 3 clusters Score -7895329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -7895338.000000 Penalty: 5288.340820
	Iteration 96Q: 3 clusters Score -7895338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -7895329.000000 Penalty: 5288.340820
	Iteration 97Q: 3 clusters Score -7895329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -7895342.500000 Penalty: 5288.340820
	Iteration 98Q: 3 clusters Score -7895342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -7895333.000000 Penalty: 5288.340820
	Iteration 99Q: 3 clusters Score -7895333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -7895345.000000 Penalty: 5288.340820
	Iteration 100F: 3 clusters Score -7895345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -7895339.500000 Penalty: 5288.340820
	Iteration 101Q: 3 clusters Score -7895340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -7895335.000000 Penalty: 5288.340820
	Iteration 102Q: 3 clusters Score -7895335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -7895347.000000 Penalty: 5288.340820
	Iteration 103Q: 3 clusters Score -7895347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -7895334.500000 Penalty: 5288.340820
	Iteration 104Q: 3 clusters Score -7895334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -7895335.500000 Penalty: 5288.340820
	Iteration 105Q: 3 clusters Score -7895336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -7895325.000000 Penalty: 5288.340820
	Iteration 106Q: 3 clusters Score -7895325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -7895341.000000 Penalty: 5288.340820
	Iteration 107Q: 3 clusters Score -7895341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -7895330.000000 Penalty: 5288.340820
	Iteration 108Q: 3 clusters Score -7895330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -7895341.500000 Penalty: 5288.340820
	Iteration 109Q: 3 clusters Score -7895342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -7895352.000000 Penalty: 5288.340820
	Iteration 110Q: 3 clusters Score -7895352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7895349.000000 Penalty: 5288.340820
	Iteration 111Q: 3 clusters Score -7895349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -7895348.500000 Penalty: 5288.340820
	Iteration 112Q: 3 clusters Score -7895348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -7895351.000000 Penalty: 5288.340820
	Iteration 113Q: 3 clusters Score -7895351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -7895356.500000 Penalty: 5288.340820
	Iteration 114Q: 3 clusters Score -7895356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -7895343.500000 Penalty: 5288.340820
	Iteration 115Q: 3 clusters Score -7895344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -7895345.500000 Penalty: 5288.340820
	Iteration 116Q: 3 clusters Score -7895346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -7895354.000000 Penalty: 5288.340820
	Iteration 117Q: 3 clusters Score -7895354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -7895351.000000 Penalty: 5288.340820
	Iteration 118Q: 3 clusters Score -7895351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -7895355.500000 Penalty: 5288.340820
	Iteration 119Q: 3 clusters Score -7895356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -7895349.000000 Penalty: 5288.340820
	Iteration 120F: 3 clusters Score -7895349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -7895346.000000 Penalty: 5288.340820
	Iteration 121Q: 3 clusters Score -7895346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -7895349.000000 Penalty: 5288.340820
	Iteration 122Q: 3 clusters Score -7895349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -7895355.500000 Penalty: 5288.340820
	Iteration 123Q: 3 clusters Score -7895356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -7895373.500000 Penalty: 5288.340820
	Iteration 124Q: 3 clusters Score -7895374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -7895372.000000 Penalty: 5288.340820
	Iteration 125Q: 3 clusters Score -7895372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -7895366.000000 Penalty: 5288.340820
	Iteration 126Q: 3 clusters Score -7895366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -7895383.500000 Penalty: 5288.340820
	Iteration 127Q: 3 clusters Score -7895384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -7895393.500000 Penalty: 5288.340820
	Iteration 128Q: 3 clusters Score -7895394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -7895384.500000 Penalty: 5288.340820
	Iteration 129Q: 3 clusters Score -7895384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -7895377.500000 Penalty: 5288.340820
	Iteration 130Q: 3 clusters Score -7895378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -7895379.500000 Penalty: 5288.340820
	Iteration 131Q: 3 clusters Score -7895380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -7895398.000000 Penalty: 5288.340820
	Iteration 132Q: 3 clusters Score -7895398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -7895399.500000 Penalty: 5288.340820
	Iteration 133Q: 3 clusters Score -7895400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -7895396.500000 Penalty: 5288.340820
	Iteration 134Q: 3 clusters Score -7895396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -7895400.000000 Penalty: 5288.340820
	Iteration 135Q: 3 clusters Score -7895400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -7895407.000000 Penalty: 5288.340820
	Iteration 136Q: 3 clusters Score -7895407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -7895408.000000 Penalty: 5288.340820
	Iteration 137Q: 3 clusters Score -7895408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -7895411.500000 Penalty: 5288.340820
	Iteration 138Q: 3 clusters Score -7895412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -7895407.000000 Penalty: 5288.340820
	Iteration 139Q: 3 clusters Score -7895407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -7895417.500000 Penalty: 5288.340820
	Iteration 140F: 3 clusters Score -7895418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -7895427.500000 Penalty: 5288.340820
	Iteration 141Q: 3 clusters Score -7895428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -7895430.500000 Penalty: 5288.340820
	Iteration 142Q: 3 clusters Score -7895430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -7895440.000000 Penalty: 5288.340820
	Iteration 143Q: 3 clusters Score -7895440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -7895437.500000 Penalty: 5288.340820
	Iteration 144Q: 3 clusters Score -7895438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -7895426.500000 Penalty: 5288.340820
	Iteration 145Q: 3 clusters Score -7895426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -7895416.000000 Penalty: 5288.340820
	Iteration 146Q: 3 clusters Score -7895416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -7895430.000000 Penalty: 5288.340820
	Iteration 147Q: 3 clusters Score -7895430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -7895418.500000 Penalty: 5288.340820
	Iteration 148Q: 3 clusters Score -7895418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -7895425.500000 Penalty: 5288.340820
	Iteration 149Q: 3 clusters Score -7895426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -7895429.500000 Penalty: 5288.340820
	Iteration 150Q: 3 clusters Score -7895430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -7895421.000000 Penalty: 5288.340820
	Iteration 151Q: 3 clusters Score -7895421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -7895432.500000 Penalty: 5288.340820
	Iteration 152Q: 3 clusters Score -7895432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -7895434.500000 Penalty: 5288.340820
	Iteration 153Q: 3 clusters Score -7895434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -7895433.000000 Penalty: 5288.340820
	Iteration 154Q: 3 clusters Score -7895433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -7895444.000000 Penalty: 5288.340820
	Iteration 155Q: 3 clusters Score -7895444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7895445.500000 Penalty: 5288.340820
	Iteration 156Q: 3 clusters Score -7895446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -7895445.500000 Penalty: 5288.340820
	Iteration 157Q: 3 clusters Score -7895446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -7895451.000000 Penalty: 5288.340820
	Iteration 158Q: 3 clusters Score -7895451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -7895453.500000 Penalty: 5288.340820
	Iteration 159Q: 3 clusters Score -7895454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -7895447.000000 Penalty: 5288.340820
	Iteration 160F: 3 clusters Score -7895447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -7895450.000000 Penalty: 5288.340820
	Iteration 161Q: 3 clusters Score -7895450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -7895446.500000 Penalty: 5288.340820
	Iteration 162Q: 3 clusters Score -7895446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -7895443.500000 Penalty: 5288.340820
	Iteration 163Q: 3 clusters Score -7895444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -7895449.000000 Penalty: 5288.340820
	Iteration 164Q: 3 clusters Score -7895449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7895442.500000 Penalty: 5288.340820
	Iteration 165Q: 3 clusters Score -7895442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7895442.000000 Penalty: 5288.340820
	Iteration 166Q: 3 clusters Score -7895442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -7895445.000000 Penalty: 5288.340820
	Iteration 167Q: 3 clusters Score -7895445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -7895449.500000 Penalty: 5288.340820
	Iteration 168Q: 3 clusters Score -7895450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7895443.000000 Penalty: 5288.340820
	Iteration 169Q: 3 clusters Score -7895443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7895446.500000 Penalty: 5288.340820
	Iteration 170Q: 3 clusters Score -7895446 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7895446.500000 Penalty: 5288.340820
	Iteration 171F: 3 clusters Score -7895446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46911 members 
Entering Unmasked Estep 
Score: -8580668.000000 Penalty: 2667.489746
	Iteration 0F: 2 clusters Score -8580668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -8550247.000000 Penalty: 5334.979492
	Iteration 0F: 3 clusters Score -8550247 nChanged 21642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -8561828.000000 Penalty: 5334.979492
	Iteration 1F: 3 clusters Score -8561828 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -8562361.000000 Penalty: 5334.979492
	Iteration 2Q: 3 clusters Score -8562361 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -8562863.000000 Penalty: 5334.979492
	Iteration 3Q: 3 clusters Score -8562863 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -8563370.000000 Penalty: 5334.979492
	Iteration 4Q: 3 clusters Score -8563370 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -8564035.000000 Penalty: 5334.979492
	Iteration 5Q: 3 clusters Score -8564035 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -8564968.000000 Penalty: 5334.979492
	Iteration 6Q: 3 clusters Score -8564968 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -8566394.000000 Penalty: 5334.979492
	Iteration 7F: 3 clusters Score -8566394 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -8568551.000000 Penalty: 5334.979492
	Iteration 8F: 3 clusters Score -8568551 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -8571160.000000 Penalty: 5334.979492
	Iteration 9F: 3 clusters Score -8571160 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -8573753.000000 Penalty: 5334.979492
	Iteration 10F: 3 clusters Score -8573753 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -8576013.000000 Penalty: 5334.979492
	Iteration 11Q: 3 clusters Score -8576013 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -8577621.000000 Penalty: 5334.979492
	Iteration 12Q: 3 clusters Score -8577621 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8578407.000000 Penalty: 5334.979492
	Iteration 13Q: 3 clusters Score -8578407 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8578769.000000 Penalty: 5334.979492
	Iteration 14Q: 3 clusters Score -8578769 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8578937.000000 Penalty: 5334.979492
	Iteration 15Q: 3 clusters Score -8578937 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -8579003.000000 Penalty: 5334.979492
	Iteration 16Q: 3 clusters Score -8579003 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -8579031.000000 Penalty: 5334.979492
	Iteration 17Q: 3 clusters Score -8579031 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -8579069.000000 Penalty: 5334.979492
	Iteration 18Q: 3 clusters Score -8579069 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -8579046.000000 Penalty: 5334.979492
	Iteration 19Q: 3 clusters Score -8579046 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -8579067.000000 Penalty: 5334.979492
	Iteration 20F: 3 clusters Score -8579067 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -8579088.000000 Penalty: 5334.979492
	Iteration 21Q: 3 clusters Score -8579088 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -8579061.000000 Penalty: 5334.979492
	Iteration 22Q: 3 clusters Score -8579061 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -8579070.000000 Penalty: 5334.979492
	Iteration 23Q: 3 clusters Score -8579070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -8579049.000000 Penalty: 5334.979492
	Iteration 24Q: 3 clusters Score -8579049 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -8579043.000000 Penalty: 5334.979492
	Iteration 25Q: 3 clusters Score -8579043 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -8579025.000000 Penalty: 5334.979492
	Iteration 26Q: 3 clusters Score -8579025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8579036.000000 Penalty: 5334.979492
	Iteration 27Q: 3 clusters Score -8579036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -8579027.000000 Penalty: 5334.979492
	Iteration 28Q: 3 clusters Score -8579027 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -8579011.000000 Penalty: 5334.979492
	Iteration 29Q: 3 clusters Score -8579011 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -8579020.000000 Penalty: 5334.979492
	Iteration 30Q: 3 clusters Score -8579020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8579003.000000 Penalty: 5334.979492
	Iteration 31Q: 3 clusters Score -8579003 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -8579001.000000 Penalty: 5334.979492
	Iteration 32Q: 3 clusters Score -8579001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -8578982.000000 Penalty: 5334.979492
	Iteration 33Q: 3 clusters Score -8578982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -8578979.000000 Penalty: 5334.979492
	Iteration 34Q: 3 clusters Score -8578979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -8578990.000000 Penalty: 5334.979492
	Iteration 35Q: 3 clusters Score -8578990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -8578986.000000 Penalty: 5334.979492
	Iteration 36Q: 3 clusters Score -8578986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -8578985.000000 Penalty: 5334.979492
	Iteration 37Q: 3 clusters Score -8578985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -8578987.000000 Penalty: 5334.979492
	Iteration 38Q: 3 clusters Score -8578987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -8578987.000000 Penalty: 5334.979492
	Iteration 39Q: 3 clusters Score -8578987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -8578981.000000 Penalty: 5334.979492
	Iteration 40F: 3 clusters Score -8578981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8578984.000000 Penalty: 5334.979492
	Iteration 41Q: 3 clusters Score -8578984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8578984.000000 Penalty: 5334.979492
	Iteration 42F: 3 clusters Score -8578984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Entering Unmasked Estep 
Score: -202674.484375 Penalty: 1749.931396
	Iteration 0F: 2 clusters Score -202674.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -200657.140625 Penalty: 3499.862793
	Iteration 0F: 3 clusters Score -200657.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -201017.015625 Penalty: 3499.862793
	Iteration 1F: 3 clusters Score -201017 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -201195.453125 Penalty: 3499.862793
	Iteration 2F: 3 clusters Score -201195.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -201330.062500 Penalty: 3499.862793
	Iteration 3Q: 3 clusters Score -201330.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -201438.500000 Penalty: 3499.862793
	Iteration 4Q: 3 clusters Score -201438.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -201497.031250 Penalty: 3499.862793
	Iteration 5Q: 3 clusters Score -201497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -201547.390625 Penalty: 3499.862793
	Iteration 6Q: 3 clusters Score -201547.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -201594.875000 Penalty: 3499.862793
	Iteration 7Q: 3 clusters Score -201594.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -201628.281250 Penalty: 3499.862793
	Iteration 8Q: 3 clusters Score -201628.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -201655.828125 Penalty: 3499.862793
	Iteration 9Q: 3 clusters Score -201655.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -201679.234375 Penalty: 3499.862793
	Iteration 10Q: 3 clusters Score -201679.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -201709.796875 Penalty: 3499.862793
	Iteration 11Q: 3 clusters Score -201709.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -201748.515625 Penalty: 3499.862793
	Iteration 12Q: 3 clusters Score -201748.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -201805.968750 Penalty: 3499.862793
	Iteration 13Q: 3 clusters Score -201806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -201884.562500 Penalty: 3499.862793
	Iteration 14Q: 3 clusters Score -201884.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -201956.531250 Penalty: 3499.862793
	Iteration 15Q: 3 clusters Score -201956.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -201999.921875 Penalty: 3499.862793
	Iteration 16Q: 3 clusters Score -201999.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -202036.468750 Penalty: 3499.862793
	Iteration 17Q: 3 clusters Score -202036.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -202051.171875 Penalty: 3499.862793
	Iteration 18Q: 3 clusters Score -202051.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -202060.640625 Penalty: 3499.862793
	Iteration 19Q: 3 clusters Score -202060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -202067.421875 Penalty: 3499.862793
	Iteration 20F: 3 clusters Score -202067.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -202075.781250 Penalty: 3499.862793
	Iteration 21Q: 3 clusters Score -202075.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -202082.000000 Penalty: 3499.862793
	Iteration 22Q: 3 clusters Score -202082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -202089.984375 Penalty: 3499.862793
	Iteration 23Q: 3 clusters Score -202090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -202097.281250 Penalty: 3499.862793
	Iteration 24Q: 3 clusters Score -202097.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -202107.796875 Penalty: 3499.862793
	Iteration 25Q: 3 clusters Score -202107.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -202116.515625 Penalty: 3499.862793
	Iteration 26Q: 3 clusters Score -202116.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -202123.187500 Penalty: 3499.862793
	Iteration 27Q: 3 clusters Score -202123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -202126.328125 Penalty: 3499.862793
	Iteration 28Q: 3 clusters Score -202126.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -202132.093750 Penalty: 3499.862793
	Iteration 29Q: 3 clusters Score -202132.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -202134.312500 Penalty: 3499.862793
	Iteration 30Q: 3 clusters Score -202134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -202136.250000 Penalty: 3499.862793
	Iteration 31Q: 3 clusters Score -202136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -202140.015625 Penalty: 3499.862793
	Iteration 32Q: 3 clusters Score -202140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -202144.015625 Penalty: 3499.862793
	Iteration 33Q: 3 clusters Score -202144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -202152.062500 Penalty: 3499.862793
	Iteration 34Q: 3 clusters Score -202152.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -202158.343750 Penalty: 3499.862793
	Iteration 35Q: 3 clusters Score -202158.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -202165.562500 Penalty: 3499.862793
	Iteration 36Q: 3 clusters Score -202165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -202172.906250 Penalty: 3499.862793
	Iteration 37Q: 3 clusters Score -202172.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -202181.593750 Penalty: 3499.862793
	Iteration 38Q: 3 clusters Score -202181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -202192.328125 Penalty: 3499.862793
	Iteration 39Q: 3 clusters Score -202192.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -202193.265625 Penalty: 3499.862793
	Iteration 40F: 3 clusters Score -202193.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Entering Unmasked Estep 
Score: -409716.687500 Penalty: 1925.650635
	Iteration 0F: 2 clusters Score -409716.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -406858.718750 Penalty: 3851.301270
	Iteration 0F: 3 clusters Score -406858.7 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -407438.312500 Penalty: 3851.301270
	Iteration 1F: 3 clusters Score -407438.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -407588.500000 Penalty: 3851.301270
	Iteration 2F: 3 clusters Score -407588.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -407663.593750 Penalty: 3851.301270
	Iteration 3Q: 3 clusters Score -407663.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -407716.062500 Penalty: 3851.301270
	Iteration 4Q: 3 clusters Score -407716.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -407768.406250 Penalty: 3851.301270
	Iteration 5Q: 3 clusters Score -407768.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -407809.281250 Penalty: 3851.301270
	Iteration 6Q: 3 clusters Score -407809.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -407840.093750 Penalty: 3851.301270
	Iteration 7Q: 3 clusters Score -407840.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -407872.281250 Penalty: 3851.301270
	Iteration 8Q: 3 clusters Score -407872.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -407893.062500 Penalty: 3851.301270
	Iteration 9Q: 3 clusters Score -407893.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -407911.968750 Penalty: 3851.301270
	Iteration 10Q: 3 clusters Score -407912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -407924.125000 Penalty: 3851.301270
	Iteration 11Q: 3 clusters Score -407924.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -407931.250000 Penalty: 3851.301270
	Iteration 12Q: 3 clusters Score -407931.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -407938.406250 Penalty: 3851.301270
	Iteration 13Q: 3 clusters Score -407938.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -407947.281250 Penalty: 3851.301270
	Iteration 14Q: 3 clusters Score -407947.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -407957.843750 Penalty: 3851.301270
	Iteration 15Q: 3 clusters Score -407957.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -407969.062500 Penalty: 3851.301270
	Iteration 16Q: 3 clusters Score -407969.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -407979.343750 Penalty: 3851.301270
	Iteration 17Q: 3 clusters Score -407979.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -407989.562500 Penalty: 3851.301270
	Iteration 18Q: 3 clusters Score -407989.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -407996.656250 Penalty: 3851.301270
	Iteration 19Q: 3 clusters Score -407996.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -408001.812500 Penalty: 3851.301270
	Iteration 20F: 3 clusters Score -408001.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -408006.187500 Penalty: 3851.301270
	Iteration 21Q: 3 clusters Score -408006.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -408007.375000 Penalty: 3851.301270
	Iteration 22Q: 3 clusters Score -408007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -408007.593750 Penalty: 3851.301270
	Iteration 23Q: 3 clusters Score -408007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -408008.250000 Penalty: 3851.301270
	Iteration 24Q: 3 clusters Score -408008.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -408011.687500 Penalty: 3851.301270
	Iteration 25Q: 3 clusters Score -408011.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -408014.625000 Penalty: 3851.301270
	Iteration 26Q: 3 clusters Score -408014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -408015.218750 Penalty: 3851.301270
	Iteration 27Q: 3 clusters Score -408015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -408016.187500 Penalty: 3851.301270
	Iteration 28Q: 3 clusters Score -408016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -408017.000000 Penalty: 3851.301270
	Iteration 29Q: 3 clusters Score -408017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -408020.156250 Penalty: 3851.301270
	Iteration 30Q: 3 clusters Score -408020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -408025.125000 Penalty: 3851.301270
	Iteration 31Q: 3 clusters Score -408025.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -408030.156250 Penalty: 3851.301270
	Iteration 32Q: 3 clusters Score -408030.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -408033.593750 Penalty: 3851.301270
	Iteration 33Q: 3 clusters Score -408033.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -408036.531250 Penalty: 3851.301270
	Iteration 34Q: 3 clusters Score -408036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -408041.218750 Penalty: 3851.301270
	Iteration 35Q: 3 clusters Score -408041.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -408048.375000 Penalty: 3851.301270
	Iteration 36Q: 3 clusters Score -408048.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -408052.968750 Penalty: 3851.301270
	Iteration 37Q: 3 clusters Score -408053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -408059.437500 Penalty: 3851.301270
	Iteration 38Q: 3 clusters Score -408059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -408063.187500 Penalty: 3851.301270
	Iteration 39Q: 3 clusters Score -408063.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -408066.250000 Penalty: 3851.301270
	Iteration 40F: 3 clusters Score -408066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -408070.718750 Penalty: 3851.301270
	Iteration 41Q: 3 clusters Score -408070.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -408075.593750 Penalty: 3851.301270
	Iteration 42Q: 3 clusters Score -408075.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -408081.187500 Penalty: 3851.301270
	Iteration 43Q: 3 clusters Score -408081.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -408085.625000 Penalty: 3851.301270
	Iteration 44Q: 3 clusters Score -408085.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -408087.500000 Penalty: 3851.301270
	Iteration 45Q: 3 clusters Score -408087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -408088.500000 Penalty: 3851.301270
	Iteration 46Q: 3 clusters Score -408088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -408089.125000 Penalty: 3851.301270
	Iteration 47Q: 3 clusters Score -408089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -408089.781250 Penalty: 3851.301270
	Iteration 48Q: 3 clusters Score -408089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -408089.843750 Penalty: 3851.301270
	Iteration 49Q: 3 clusters Score -408089.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -408092.375000 Penalty: 3851.301270
	Iteration 50Q: 3 clusters Score -408092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -408092.906250 Penalty: 3851.301270
	Iteration 51Q: 3 clusters Score -408092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -408093.093750 Penalty: 3851.301270
	Iteration 52Q: 3 clusters Score -408093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -408093.968750 Penalty: 3851.301270
	Iteration 53Q: 3 clusters Score -408094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -408094.125000 Penalty: 3851.301270
	Iteration 54Q: 3 clusters Score -408094.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -408094.125000 Penalty: 3851.301270
	Iteration 55F: 3 clusters Score -408094.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Entering Unmasked Estep 
Score: -8750157.000000 Penalty: 2666.859863
	Iteration 0F: 2 clusters Score -8750157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -8721223.000000 Penalty: 5333.719727
	Iteration 0F: 3 clusters Score -8721223 nChanged 21429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -8733050.000000 Penalty: 5333.719727
	Iteration 1F: 3 clusters Score -8733050 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -8733767.000000 Penalty: 5333.719727
	Iteration 2Q: 3 clusters Score -8733767 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -8734645.000000 Penalty: 5333.719727
	Iteration 3Q: 3 clusters Score -8734645 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -8735996.000000 Penalty: 5333.719727
	Iteration 4F: 3 clusters Score -8735996 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -8737731.000000 Penalty: 5333.719727
	Iteration 5F: 3 clusters Score -8737731 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -8740086.000000 Penalty: 5333.719727
	Iteration 6F: 3 clusters Score -8740086 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -8742795.000000 Penalty: 5333.719727
	Iteration 7F: 3 clusters Score -8742795 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -8745062.000000 Penalty: 5333.719727
	Iteration 8F: 3 clusters Score -8745062 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -8746550.000000 Penalty: 5333.719727
	Iteration 9Q: 3 clusters Score -8746550 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -8747379.000000 Penalty: 5333.719727
	Iteration 10Q: 3 clusters Score -8747379 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -8747904.000000 Penalty: 5333.719727
	Iteration 11Q: 3 clusters Score -8747904 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -8748206.000000 Penalty: 5333.719727
	Iteration 12Q: 3 clusters Score -8748206 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -8748421.000000 Penalty: 5333.719727
	Iteration 13Q: 3 clusters Score -8748421 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -8748558.000000 Penalty: 5333.719727
	Iteration 14Q: 3 clusters Score -8748558 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -8748555.000000 Penalty: 5333.719727
	Iteration 15Q: 3 clusters Score -8748555 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -8748570.000000 Penalty: 5333.719727
	Iteration 16Q: 3 clusters Score -8748570 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -8748544.000000 Penalty: 5333.719727
	Iteration 17Q: 3 clusters Score -8748544 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -8748527.000000 Penalty: 5333.719727
	Iteration 18Q: 3 clusters Score -8748527 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8748506.000000 Penalty: 5333.719727
	Iteration 19Q: 3 clusters Score -8748506 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -8748503.000000 Penalty: 5333.719727
	Iteration 20F: 3 clusters Score -8748503 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -8748480.000000 Penalty: 5333.719727
	Iteration 21Q: 3 clusters Score -8748480 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -8748439.000000 Penalty: 5333.719727
	Iteration 22Q: 3 clusters Score -8748439 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -8748419.000000 Penalty: 5333.719727
	Iteration 23Q: 3 clusters Score -8748419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -8748419.000000 Penalty: 5333.719727
	Iteration 24Q: 3 clusters Score -8748419 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -8748395.000000 Penalty: 5333.719727
	Iteration 25Q: 3 clusters Score -8748395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -8748379.000000 Penalty: 5333.719727
	Iteration 26Q: 3 clusters Score -8748379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -8748353.000000 Penalty: 5333.719727
	Iteration 27Q: 3 clusters Score -8748353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -8748342.000000 Penalty: 5333.719727
	Iteration 28Q: 3 clusters Score -8748342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -8748315.000000 Penalty: 5333.719727
	Iteration 29Q: 3 clusters Score -8748315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -8748304.000000 Penalty: 5333.719727
	Iteration 30Q: 3 clusters Score -8748304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -8748299.000000 Penalty: 5333.719727
	Iteration 31Q: 3 clusters Score -8748299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -8748282.000000 Penalty: 5333.719727
	Iteration 32Q: 3 clusters Score -8748282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -8748272.000000 Penalty: 5333.719727
	Iteration 33Q: 3 clusters Score -8748272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -8748273.000000 Penalty: 5333.719727
	Iteration 34Q: 3 clusters Score -8748273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -8748236.000000 Penalty: 5333.719727
	Iteration 35Q: 3 clusters Score -8748236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -8748247.000000 Penalty: 5333.719727
	Iteration 36Q: 3 clusters Score -8748247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -8748251.000000 Penalty: 5333.719727
	Iteration 37Q: 3 clusters Score -8748251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -8748253.000000 Penalty: 5333.719727
	Iteration 38Q: 3 clusters Score -8748253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -8748251.000000 Penalty: 5333.719727
	Iteration 39Q: 3 clusters Score -8748251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -8748251.000000 Penalty: 5333.719727
	Iteration 40F: 3 clusters Score -8748251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -8748247.000000 Penalty: 5333.719727
	Iteration 41Q: 3 clusters Score -8748247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -8748250.000000 Penalty: 5333.719727
	Iteration 42Q: 3 clusters Score -8748250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -8748248.000000 Penalty: 5333.719727
	Iteration 43Q: 3 clusters Score -8748248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -8748250.000000 Penalty: 5333.719727
	Iteration 44Q: 3 clusters Score -8748250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -8748253.000000 Penalty: 5333.719727
	Iteration 45Q: 3 clusters Score -8748253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -8748257.000000 Penalty: 5333.719727
	Iteration 46Q: 3 clusters Score -8748257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -8748263.000000 Penalty: 5333.719727
	Iteration 47Q: 3 clusters Score -8748263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -8748261.000000 Penalty: 5333.719727
	Iteration 48Q: 3 clusters Score -8748261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -8748254.000000 Penalty: 5333.719727
	Iteration 49Q: 3 clusters Score -8748254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 46400 members 
Entering Unmasked Estep 
Score: -8748254.000000 Penalty: 5333.719727
	Iteration 50Q: 3 clusters Score -8748254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -8748249.000000 Penalty: 5333.719727
	Iteration 51Q: 3 clusters Score -8748249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -8748253.000000 Penalty: 5333.719727
	Iteration 52Q: 3 clusters Score -8748253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -8748253.000000 Penalty: 5333.719727
	Iteration 53Q: 3 clusters Score -8748253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -8748253.000000 Penalty: 5333.719727
	Iteration 54F: 3 clusters Score -8748253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Entering Unmasked Estep 
Score: -7749182.500000 Penalty: 2642.211182
	Iteration 0F: 2 clusters Score -7749182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -7720465.500000 Penalty: 5284.422363
	Iteration 0F: 3 clusters Score -7720466 nChanged 19340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -7731420.000000 Penalty: 5284.422363
	Iteration 1F: 3 clusters Score -7731420 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -7732121.500000 Penalty: 5284.422363
	Iteration 2Q: 3 clusters Score -7732122 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -7732774.500000 Penalty: 5284.422363
	Iteration 3Q: 3 clusters Score -7732774 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -7733547.000000 Penalty: 5284.422363
	Iteration 4Q: 3 clusters Score -7733547 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -7734627.000000 Penalty: 5284.422363
	Iteration 5Q: 3 clusters Score -7734627 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -7736176.500000 Penalty: 5284.422363
	Iteration 6F: 3 clusters Score -7736176 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -7738404.000000 Penalty: 5284.422363
	Iteration 7F: 3 clusters Score -7738404 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -7740911.500000 Penalty: 5284.422363
	Iteration 8F: 3 clusters Score -7740912 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -7742613.000000 Penalty: 5284.422363
	Iteration 9F: 3 clusters Score -7742613 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -7743454.000000 Penalty: 5284.422363
	Iteration 10Q: 3 clusters Score -7743454 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -7743899.500000 Penalty: 5284.422363
	Iteration 11Q: 3 clusters Score -7743900 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -7744212.000000 Penalty: 5284.422363
	Iteration 12Q: 3 clusters Score -7744212 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -7744549.500000 Penalty: 5284.422363
	Iteration 13Q: 3 clusters Score -7744550 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -7744797.500000 Penalty: 5284.422363
	Iteration 14Q: 3 clusters Score -7744798 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -7745009.500000 Penalty: 5284.422363
	Iteration 15Q: 3 clusters Score -7745010 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -7745224.500000 Penalty: 5284.422363
	Iteration 16Q: 3 clusters Score -7745224 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -7745404.000000 Penalty: 5284.422363
	Iteration 17Q: 3 clusters Score -7745404 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -7745516.000000 Penalty: 5284.422363
	Iteration 18Q: 3 clusters Score -7745516 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -7745609.000000 Penalty: 5284.422363
	Iteration 19Q: 3 clusters Score -7745609 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -7745743.500000 Penalty: 5284.422363
	Iteration 20F: 3 clusters Score -7745744 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -7745841.000000 Penalty: 5284.422363
	Iteration 21Q: 3 clusters Score -7745841 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -7745975.000000 Penalty: 5284.422363
	Iteration 22Q: 3 clusters Score -7745975 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -7746054.500000 Penalty: 5284.422363
	Iteration 23Q: 3 clusters Score -7746054 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -7746107.000000 Penalty: 5284.422363
	Iteration 24Q: 3 clusters Score -7746107 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -7746176.000000 Penalty: 5284.422363
	Iteration 25Q: 3 clusters Score -7746176 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -7746204.000000 Penalty: 5284.422363
	Iteration 26Q: 3 clusters Score -7746204 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -7746272.000000 Penalty: 5284.422363
	Iteration 27Q: 3 clusters Score -7746272 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -7746336.000000 Penalty: 5284.422363
	Iteration 28Q: 3 clusters Score -7746336 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -7746372.000000 Penalty: 5284.422363
	Iteration 29Q: 3 clusters Score -7746372 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -7746400.500000 Penalty: 5284.422363
	Iteration 30Q: 3 clusters Score -7746400 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -7746457.000000 Penalty: 5284.422363
	Iteration 31Q: 3 clusters Score -7746457 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -7746513.000000 Penalty: 5284.422363
	Iteration 32Q: 3 clusters Score -7746513 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -7746567.000000 Penalty: 5284.422363
	Iteration 33Q: 3 clusters Score -7746567 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -7746600.000000 Penalty: 5284.422363
	Iteration 34Q: 3 clusters Score -7746600 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -7746608.500000 Penalty: 5284.422363
	Iteration 35Q: 3 clusters Score -7746608 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -7746634.500000 Penalty: 5284.422363
	Iteration 36Q: 3 clusters Score -7746634 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -7746651.500000 Penalty: 5284.422363
	Iteration 37Q: 3 clusters Score -7746652 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -7746694.000000 Penalty: 5284.422363
	Iteration 38Q: 3 clusters Score -7746694 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -7746720.500000 Penalty: 5284.422363
	Iteration 39Q: 3 clusters Score -7746720 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -7746738.000000 Penalty: 5284.422363
	Iteration 40F: 3 clusters Score -7746738 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -7746748.500000 Penalty: 5284.422363
	Iteration 41Q: 3 clusters Score -7746748 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -7746763.500000 Penalty: 5284.422363
	Iteration 42Q: 3 clusters Score -7746764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -7746783.500000 Penalty: 5284.422363
	Iteration 43Q: 3 clusters Score -7746784 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -7746799.500000 Penalty: 5284.422363
	Iteration 44Q: 3 clusters Score -7746800 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -7746806.000000 Penalty: 5284.422363
	Iteration 45Q: 3 clusters Score -7746806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -7746820.000000 Penalty: 5284.422363
	Iteration 46Q: 3 clusters Score -7746820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -7746844.500000 Penalty: 5284.422363
	Iteration 47Q: 3 clusters Score -7746844 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -7746872.000000 Penalty: 5284.422363
	Iteration 48Q: 3 clusters Score -7746872 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -7746871.500000 Penalty: 5284.422363
	Iteration 49Q: 3 clusters Score -7746872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -7746877.000000 Penalty: 5284.422363
	Iteration 50Q: 3 clusters Score -7746877 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -7746882.000000 Penalty: 5284.422363
	Iteration 51Q: 3 clusters Score -7746882 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -7746901.500000 Penalty: 5284.422363
	Iteration 52Q: 3 clusters Score -7746902 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -7746922.500000 Penalty: 5284.422363
	Iteration 53Q: 3 clusters Score -7746922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -7746947.000000 Penalty: 5284.422363
	Iteration 54Q: 3 clusters Score -7746947 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -7746972.000000 Penalty: 5284.422363
	Iteration 55Q: 3 clusters Score -7746972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -7746977.000000 Penalty: 5284.422363
	Iteration 56Q: 3 clusters Score -7746977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -7746991.500000 Penalty: 5284.422363
	Iteration 57Q: 3 clusters Score -7746992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -7746985.000000 Penalty: 5284.422363
	Iteration 58Q: 3 clusters Score -7746985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -7746988.000000 Penalty: 5284.422363
	Iteration 59Q: 3 clusters Score -7746988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -7746984.500000 Penalty: 5284.422363
	Iteration 60F: 3 clusters Score -7746984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -7746996.500000 Penalty: 5284.422363
	Iteration 61Q: 3 clusters Score -7746996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -7747009.500000 Penalty: 5284.422363
	Iteration 62Q: 3 clusters Score -7747010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -7747007.000000 Penalty: 5284.422363
	Iteration 63Q: 3 clusters Score -7747007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -7747022.500000 Penalty: 5284.422363
	Iteration 64Q: 3 clusters Score -7747022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -7747034.500000 Penalty: 5284.422363
	Iteration 65Q: 3 clusters Score -7747034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -7747041.500000 Penalty: 5284.422363
	Iteration 66Q: 3 clusters Score -7747042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -7747038.000000 Penalty: 5284.422363
	Iteration 67Q: 3 clusters Score -7747038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -7747034.500000 Penalty: 5284.422363
	Iteration 68Q: 3 clusters Score -7747034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -7747049.000000 Penalty: 5284.422363
	Iteration 69Q: 3 clusters Score -7747049 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -7747057.000000 Penalty: 5284.422363
	Iteration 70Q: 3 clusters Score -7747057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -7747059.000000 Penalty: 5284.422363
	Iteration 71Q: 3 clusters Score -7747059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -7747068.500000 Penalty: 5284.422363
	Iteration 72Q: 3 clusters Score -7747068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -7747070.000000 Penalty: 5284.422363
	Iteration 73Q: 3 clusters Score -7747070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -7747076.500000 Penalty: 5284.422363
	Iteration 74Q: 3 clusters Score -7747076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -7747081.000000 Penalty: 5284.422363
	Iteration 75Q: 3 clusters Score -7747081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -7747085.000000 Penalty: 5284.422363
	Iteration 76Q: 3 clusters Score -7747085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -7747086.000000 Penalty: 5284.422363
	Iteration 77Q: 3 clusters Score -7747086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -7747081.500000 Penalty: 5284.422363
	Iteration 78Q: 3 clusters Score -7747082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -7747090.000000 Penalty: 5284.422363
	Iteration 79Q: 3 clusters Score -7747090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -7747096.000000 Penalty: 5284.422363
	Iteration 80F: 3 clusters Score -7747096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -7747090.500000 Penalty: 5284.422363
	Iteration 81Q: 3 clusters Score -7747090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -7747100.000000 Penalty: 5284.422363
	Iteration 82Q: 3 clusters Score -7747100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -7747100.000000 Penalty: 5284.422363
	Iteration 83Q: 3 clusters Score -7747100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -7747087.000000 Penalty: 5284.422363
	Iteration 84Q: 3 clusters Score -7747087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -7747092.000000 Penalty: 5284.422363
	Iteration 85Q: 3 clusters Score -7747092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -7747095.000000 Penalty: 5284.422363
	Iteration 86Q: 3 clusters Score -7747095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -7747097.000000 Penalty: 5284.422363
	Iteration 87Q: 3 clusters Score -7747097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -7747096.500000 Penalty: 5284.422363
	Iteration 88Q: 3 clusters Score -7747096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -7747099.500000 Penalty: 5284.422363
	Iteration 89Q: 3 clusters Score -7747100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -7747105.500000 Penalty: 5284.422363
	Iteration 90Q: 3 clusters Score -7747106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -7747105.500000 Penalty: 5284.422363
	Iteration 91F: 3 clusters Score -7747106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Entering Unmasked Estep 
Score: -748171.000000 Penalty: 2062.139160
	Iteration 0F: 2 clusters Score -748171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -744244.312500 Penalty: 4124.278320
	Iteration 0F: 3 clusters Score -744244.3 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -745099.687500 Penalty: 4124.278320
	Iteration 1F: 3 clusters Score -745099.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -745270.750000 Penalty: 4124.278320
	Iteration 2F: 3 clusters Score -745270.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -745378.750000 Penalty: 4124.278320
	Iteration 3Q: 3 clusters Score -745378.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -745444.500000 Penalty: 4124.278320
	Iteration 4Q: 3 clusters Score -745444.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -745497.062500 Penalty: 4124.278320
	Iteration 5Q: 3 clusters Score -745497.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -745529.687500 Penalty: 4124.278320
	Iteration 6Q: 3 clusters Score -745529.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -745556.437500 Penalty: 4124.278320
	Iteration 7Q: 3 clusters Score -745556.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -745576.187500 Penalty: 4124.278320
	Iteration 8Q: 3 clusters Score -745576.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -745600.875000 Penalty: 4124.278320
	Iteration 9Q: 3 clusters Score -745600.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -745622.562500 Penalty: 4124.278320
	Iteration 10Q: 3 clusters Score -745622.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -745637.437500 Penalty: 4124.278320
	Iteration 11Q: 3 clusters Score -745637.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -745649.125000 Penalty: 4124.278320
	Iteration 12Q: 3 clusters Score -745649.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -745657.000000 Penalty: 4124.278320
	Iteration 13Q: 3 clusters Score -745657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -745663.875000 Penalty: 4124.278320
	Iteration 14Q: 3 clusters Score -745663.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -745670.062500 Penalty: 4124.278320
	Iteration 15Q: 3 clusters Score -745670.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -745672.500000 Penalty: 4124.278320
	Iteration 16Q: 3 clusters Score -745672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -745675.687500 Penalty: 4124.278320
	Iteration 17Q: 3 clusters Score -745675.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -745678.375000 Penalty: 4124.278320
	Iteration 18Q: 3 clusters Score -745678.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -745682.125000 Penalty: 4124.278320
	Iteration 19Q: 3 clusters Score -745682.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -745687.125000 Penalty: 4124.278320
	Iteration 20F: 3 clusters Score -745687.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -745687.250000 Penalty: 4124.278320
	Iteration 21Q: 3 clusters Score -745687.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -745691.250000 Penalty: 4124.278320
	Iteration 22Q: 3 clusters Score -745691.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -745695.812500 Penalty: 4124.278320
	Iteration 23Q: 3 clusters Score -745695.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -745698.812500 Penalty: 4124.278320
	Iteration 24Q: 3 clusters Score -745698.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -745703.562500 Penalty: 4124.278320
	Iteration 25Q: 3 clusters Score -745703.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -745705.750000 Penalty: 4124.278320
	Iteration 26Q: 3 clusters Score -745705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -745706.437500 Penalty: 4124.278320
	Iteration 27Q: 3 clusters Score -745706.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -745710.250000 Penalty: 4124.278320
	Iteration 28Q: 3 clusters Score -745710.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -745711.937500 Penalty: 4124.278320
	Iteration 29Q: 3 clusters Score -745711.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -745716.062500 Penalty: 4124.278320
	Iteration 30Q: 3 clusters Score -745716.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -745718.750000 Penalty: 4124.278320
	Iteration 31Q: 3 clusters Score -745718.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -745722.500000 Penalty: 4124.278320
	Iteration 32Q: 3 clusters Score -745722.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -745726.437500 Penalty: 4124.278320
	Iteration 33Q: 3 clusters Score -745726.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -745729.750000 Penalty: 4124.278320
	Iteration 34Q: 3 clusters Score -745729.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -745730.125000 Penalty: 4124.278320
	Iteration 35Q: 3 clusters Score -745730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -745731.000000 Penalty: 4124.278320
	Iteration 36Q: 3 clusters Score -745731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -745732.375000 Penalty: 4124.278320
	Iteration 37Q: 3 clusters Score -745732.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -745732.375000 Penalty: 4124.278320
	Iteration 38F: 3 clusters Score -745732.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -75685.757812 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -75685.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -74272.007812 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -74272.01 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -74555.710938 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -74555.71 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74697.726562 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -74697.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -74816.359375 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -74816.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -74898.531250 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -74898.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -74974.234375 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -74974.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -74999.445312 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -74999.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -75005.445312 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -75005.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -75007.765625 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -75007.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -75007.765625 Penalty: 3077.460693
	Iteration 9F: 3 clusters Score -75007.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Entering Unmasked Estep 
Score: -7865285.000000 Penalty: 2643.117188
	Iteration 0F: 2 clusters Score -7865285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -7837094.000000 Penalty: 5286.234375
	Iteration 0F: 3 clusters Score -7837094 nChanged 19490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -7848039.500000 Penalty: 5286.234375
	Iteration 1F: 3 clusters Score -7848040 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -7848978.000000 Penalty: 5286.234375
	Iteration 2Q: 3 clusters Score -7848978 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -7850374.000000 Penalty: 5286.234375
	Iteration 3F: 3 clusters Score -7850374 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -7852459.000000 Penalty: 5286.234375
	Iteration 4F: 3 clusters Score -7852459 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -7855376.500000 Penalty: 5286.234375
	Iteration 5F: 3 clusters Score -7855376 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -7858674.000000 Penalty: 5286.234375
	Iteration 6F: 3 clusters Score -7858674 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -7861778.500000 Penalty: 5286.234375
	Iteration 7F: 3 clusters Score -7861778 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -7863635.500000 Penalty: 5286.234375
	Iteration 8Q: 3 clusters Score -7863636 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -7864133.000000 Penalty: 5286.234375
	Iteration 9Q: 3 clusters Score -7864133 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -7864266.500000 Penalty: 5286.234375
	Iteration 10Q: 3 clusters Score -7864266 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -7864346.500000 Penalty: 5286.234375
	Iteration 11Q: 3 clusters Score -7864346 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -7864405.500000 Penalty: 5286.234375
	Iteration 12Q: 3 clusters Score -7864406 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -7864439.000000 Penalty: 5286.234375
	Iteration 13Q: 3 clusters Score -7864439 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -7864456.500000 Penalty: 5286.234375
	Iteration 14Q: 3 clusters Score -7864456 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -7864488.500000 Penalty: 5286.234375
	Iteration 15Q: 3 clusters Score -7864488 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -7864508.500000 Penalty: 5286.234375
	Iteration 16Q: 3 clusters Score -7864508 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -7864533.500000 Penalty: 5286.234375
	Iteration 17Q: 3 clusters Score -7864534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -7864545.500000 Penalty: 5286.234375
	Iteration 18Q: 3 clusters Score -7864546 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -7864550.500000 Penalty: 5286.234375
	Iteration 19Q: 3 clusters Score -7864550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -7864553.500000 Penalty: 5286.234375
	Iteration 20F: 3 clusters Score -7864554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -7864558.500000 Penalty: 5286.234375
	Iteration 21Q: 3 clusters Score -7864558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -7864561.500000 Penalty: 5286.234375
	Iteration 22Q: 3 clusters Score -7864562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -7864568.000000 Penalty: 5286.234375
	Iteration 23Q: 3 clusters Score -7864568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -7864571.500000 Penalty: 5286.234375
	Iteration 24Q: 3 clusters Score -7864572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -7864576.000000 Penalty: 5286.234375
	Iteration 25Q: 3 clusters Score -7864576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -7864578.500000 Penalty: 5286.234375
	Iteration 26Q: 3 clusters Score -7864578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -7864579.500000 Penalty: 5286.234375
	Iteration 27Q: 3 clusters Score -7864580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -7864598.000000 Penalty: 5286.234375
	Iteration 28Q: 3 clusters Score -7864598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -7864594.500000 Penalty: 5286.234375
	Iteration 29Q: 3 clusters Score -7864594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -7864594.500000 Penalty: 5286.234375
	Iteration 30Q: 3 clusters Score -7864594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -7864597.000000 Penalty: 5286.234375
	Iteration 31Q: 3 clusters Score -7864597 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -7864600.500000 Penalty: 5286.234375
	Iteration 32Q: 3 clusters Score -7864600 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -7864616.000000 Penalty: 5286.234375
	Iteration 33Q: 3 clusters Score -7864616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -7864609.000000 Penalty: 5286.234375
	Iteration 34Q: 3 clusters Score -7864609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -7864617.000000 Penalty: 5286.234375
	Iteration 35Q: 3 clusters Score -7864617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -7864617.500000 Penalty: 5286.234375
	Iteration 36Q: 3 clusters Score -7864618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -7864634.500000 Penalty: 5286.234375
	Iteration 37Q: 3 clusters Score -7864634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -7864635.500000 Penalty: 5286.234375
	Iteration 38Q: 3 clusters Score -7864636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -7864652.000000 Penalty: 5286.234375
	Iteration 39Q: 3 clusters Score -7864652 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -7864667.000000 Penalty: 5286.234375
	Iteration 40F: 3 clusters Score -7864667 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -7864664.000000 Penalty: 5286.234375
	Iteration 41Q: 3 clusters Score -7864664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -7864664.500000 Penalty: 5286.234375
	Iteration 42Q: 3 clusters Score -7864664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -7864654.500000 Penalty: 5286.234375
	Iteration 43Q: 3 clusters Score -7864654 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -7864680.500000 Penalty: 5286.234375
	Iteration 44Q: 3 clusters Score -7864680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -7864678.000000 Penalty: 5286.234375
	Iteration 45Q: 3 clusters Score -7864678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -7864687.500000 Penalty: 5286.234375
	Iteration 46Q: 3 clusters Score -7864688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -7864688.000000 Penalty: 5286.234375
	Iteration 47Q: 3 clusters Score -7864688 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -7864697.000000 Penalty: 5286.234375
	Iteration 48Q: 3 clusters Score -7864697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -7864709.500000 Penalty: 5286.234375
	Iteration 49Q: 3 clusters Score -7864710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -7864720.500000 Penalty: 5286.234375
	Iteration 50Q: 3 clusters Score -7864720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -7864731.500000 Penalty: 5286.234375
	Iteration 51Q: 3 clusters Score -7864732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -7864724.500000 Penalty: 5286.234375
	Iteration 52Q: 3 clusters Score -7864724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -7864732.000000 Penalty: 5286.234375
	Iteration 53Q: 3 clusters Score -7864732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -7864738.500000 Penalty: 5286.234375
	Iteration 54Q: 3 clusters Score -7864738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -7864729.000000 Penalty: 5286.234375
	Iteration 55Q: 3 clusters Score -7864729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -7864724.000000 Penalty: 5286.234375
	Iteration 56Q: 3 clusters Score -7864724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -7864708.500000 Penalty: 5286.234375
	Iteration 57Q: 3 clusters Score -7864708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -7864719.000000 Penalty: 5286.234375
	Iteration 58Q: 3 clusters Score -7864719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -7864727.000000 Penalty: 5286.234375
	Iteration 59Q: 3 clusters Score -7864727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7864739.000000 Penalty: 5286.234375
	Iteration 60F: 3 clusters Score -7864739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -7864732.000000 Penalty: 5286.234375
	Iteration 61Q: 3 clusters Score -7864732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -7864739.000000 Penalty: 5286.234375
	Iteration 62Q: 3 clusters Score -7864739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -7864742.500000 Penalty: 5286.234375
	Iteration 63Q: 3 clusters Score -7864742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -7864744.000000 Penalty: 5286.234375
	Iteration 64Q: 3 clusters Score -7864744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -7864746.000000 Penalty: 5286.234375
	Iteration 65Q: 3 clusters Score -7864746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -7864747.000000 Penalty: 5286.234375
	Iteration 66Q: 3 clusters Score -7864747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -7864747.000000 Penalty: 5286.234375
	Iteration 67Q: 3 clusters Score -7864747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -7864750.000000 Penalty: 5286.234375
	Iteration 68Q: 3 clusters Score -7864750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -7864757.500000 Penalty: 5286.234375
	Iteration 69Q: 3 clusters Score -7864758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -7864756.500000 Penalty: 5286.234375
	Iteration 70Q: 3 clusters Score -7864756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -7864762.000000 Penalty: 5286.234375
	Iteration 71Q: 3 clusters Score -7864762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -7864760.000000 Penalty: 5286.234375
	Iteration 72Q: 3 clusters Score -7864760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -7864744.500000 Penalty: 5286.234375
	Iteration 73Q: 3 clusters Score -7864744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -7864742.000000 Penalty: 5286.234375
	Iteration 74Q: 3 clusters Score -7864742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7864738.000000 Penalty: 5286.234375
	Iteration 75Q: 3 clusters Score -7864738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -7864735.000000 Penalty: 5286.234375
	Iteration 76Q: 3 clusters Score -7864735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -7864737.500000 Penalty: 5286.234375
	Iteration 77Q: 3 clusters Score -7864738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -7864742.000000 Penalty: 5286.234375
	Iteration 78Q: 3 clusters Score -7864742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -7864739.000000 Penalty: 5286.234375
	Iteration 79Q: 3 clusters Score -7864739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -7864739.500000 Penalty: 5286.234375
	Iteration 80F: 3 clusters Score -7864740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -7864747.000000 Penalty: 5286.234375
	Iteration 81Q: 3 clusters Score -7864747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -7864747.000000 Penalty: 5286.234375
	Iteration 82Q: 3 clusters Score -7864747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -7864743.000000 Penalty: 5286.234375
	Iteration 83Q: 3 clusters Score -7864743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -7864739.500000 Penalty: 5286.234375
	Iteration 84Q: 3 clusters Score -7864740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -7864747.000000 Penalty: 5286.234375
	Iteration 85Q: 3 clusters Score -7864747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7864745.000000 Penalty: 5286.234375
	Iteration 86Q: 3 clusters Score -7864745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -7864755.500000 Penalty: 5286.234375
	Iteration 87Q: 3 clusters Score -7864756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -7864747.500000 Penalty: 5286.234375
	Iteration 88Q: 3 clusters Score -7864748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7864757.000000 Penalty: 5286.234375
	Iteration 89Q: 3 clusters Score -7864757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -7864745.500000 Penalty: 5286.234375
	Iteration 90Q: 3 clusters Score -7864746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -7864745.500000 Penalty: 5286.234375
	Iteration 91Q: 3 clusters Score -7864746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -7864751.000000 Penalty: 5286.234375
	Iteration 92Q: 3 clusters Score -7864751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -7864751.000000 Penalty: 5286.234375
	Iteration 93F: 3 clusters Score -7864751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Entering Unmasked Estep 
Score: -9267730.000000 Penalty: 2680.235596
	Iteration 0F: 2 clusters Score -9267730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -9238543.000000 Penalty: 5360.471191
	Iteration 0F: 3 clusters Score -9238543 nChanged 22586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -9251056.000000 Penalty: 5360.471191
	Iteration 1F: 3 clusters Score -9251056 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -9251708.000000 Penalty: 5360.471191
	Iteration 2Q: 3 clusters Score -9251708 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -9252414.000000 Penalty: 5360.471191
	Iteration 3Q: 3 clusters Score -9252414 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -9253241.000000 Penalty: 5360.471191
	Iteration 4Q: 3 clusters Score -9253241 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -9254189.000000 Penalty: 5360.471191
	Iteration 5Q: 3 clusters Score -9254189 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -9255594.000000 Penalty: 5360.471191
	Iteration 6F: 3 clusters Score -9255594 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -9257573.000000 Penalty: 5360.471191
	Iteration 7F: 3 clusters Score -9257573 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -9259754.000000 Penalty: 5360.471191
	Iteration 8F: 3 clusters Score -9259754 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -9261315.000000 Penalty: 5360.471191
	Iteration 9F: 3 clusters Score -9261315 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -9262099.000000 Penalty: 5360.471191
	Iteration 10Q: 3 clusters Score -9262099 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -9262484.000000 Penalty: 5360.471191
	Iteration 11Q: 3 clusters Score -9262484 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -9262725.000000 Penalty: 5360.471191
	Iteration 12Q: 3 clusters Score -9262725 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -9262962.000000 Penalty: 5360.471191
	Iteration 13Q: 3 clusters Score -9262962 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -9263160.000000 Penalty: 5360.471191
	Iteration 14Q: 3 clusters Score -9263160 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -9263401.000000 Penalty: 5360.471191
	Iteration 15Q: 3 clusters Score -9263401 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -9263574.000000 Penalty: 5360.471191
	Iteration 16Q: 3 clusters Score -9263574 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -9263736.000000 Penalty: 5360.471191
	Iteration 17Q: 3 clusters Score -9263736 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -9263886.000000 Penalty: 5360.471191
	Iteration 18Q: 3 clusters Score -9263886 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -9264028.000000 Penalty: 5360.471191
	Iteration 19Q: 3 clusters Score -9264028 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -9264175.000000 Penalty: 5360.471191
	Iteration 20F: 3 clusters Score -9264175 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -9264311.000000 Penalty: 5360.471191
	Iteration 21Q: 3 clusters Score -9264311 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -9264389.000000 Penalty: 5360.471191
	Iteration 22Q: 3 clusters Score -9264389 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -9264474.000000 Penalty: 5360.471191
	Iteration 23Q: 3 clusters Score -9264474 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -9264526.000000 Penalty: 5360.471191
	Iteration 24Q: 3 clusters Score -9264526 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -9264587.000000 Penalty: 5360.471191
	Iteration 25Q: 3 clusters Score -9264587 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -9264647.000000 Penalty: 5360.471191
	Iteration 26Q: 3 clusters Score -9264647 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -9264700.000000 Penalty: 5360.471191
	Iteration 27Q: 3 clusters Score -9264700 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9264778 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9264784 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9264817 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9264877 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9264910 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9264930 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9264952 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9264980 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9265025 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9265030 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9265064 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9265114 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9265149 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9265184 nChanged 198
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9265205 nChanged 179
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Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9265251 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9265235 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9265296 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9265333 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9265328 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9265360 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9265381 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9265377 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9265391 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9265404 nChanged 152
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37041 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37221 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37392 members 
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Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37786 members 
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Mstep: Class 1 contains 37944 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38701 members 
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Mstep: Class 1 contains 38927 members 
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Mstep: Class 1 contains 39166 members 
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Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40259 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40551 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41146 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 41471 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42612 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 42820 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43059 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9266585 nChanged 40
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	Iteration 120F: 3 clusters Score -9266565 nChanged 35
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9266582 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9266559 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9266541 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9266537 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9266541 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9266521 nChanged 52
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9266529 nChanged 66
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9266517 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46565 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9266510 nChanged 50
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Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9266500 nChanged 64
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9266514 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9266525 nChanged 58
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9266537 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9266541 nChanged 58
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9266545 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46865 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9266537 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9266529 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46929 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9266520 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9266510 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9266498 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9266492 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9266510 nChanged 39
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9266484 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9266507 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9266500 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -9266500 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -9266495 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9266482 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47212 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9266483 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9266470 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47242 members 
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9266454 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9266456 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -9266453 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -9266430 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -9266440 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -9266431 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -9266429 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -9266433 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 1967 members 
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	Iteration 159Q: 3 clusters Score -9266395 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9266414 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -9266403 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -9266396 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -9266394 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9266392 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9266393 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -9266395 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9266380 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9266368 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9266359 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47593 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9266347 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9266351 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9266335 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9266344 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9266339 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9266322 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9266318 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9266307 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9266305 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9266300 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9266313.000000 Penalty: 5360.471191
	Iteration 180F: 3 clusters Score -9266313 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9266307 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9266316.000000 Penalty: 5360.471191
	Iteration 182Q: 3 clusters Score -9266316 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9266310 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9266296 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9266305 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9266286 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9266288 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9266296 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -9266298 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47910 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9266288 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47914 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9266277 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9266280 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9266294 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9266300 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -9266289 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9266283 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9266276 nChanged 3
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Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9266275 nChanged 1
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Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -9266277 nChanged 2
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Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9266277 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9266288 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9266281 nChanged 3
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Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9266278 nChanged 2
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Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9266278 nChanged 5
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Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9266276 nChanged 5
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Mstep: Class 1 contains 47972 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9266276 nChanged 1
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Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9266282 nChanged 1
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Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -9266281 nChanged 1
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Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9266275 nChanged 2
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Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9266279 nChanged 3
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9266283 nChanged 0
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Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
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	Iteration 212F: 3 clusters Score -9266283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -8195450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -8166362.500000 Penalty: 5305.454102
	Iteration 0F: 3 clusters Score -8166362 nChanged 20147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -8177511.000000 Penalty: 5305.454102
	Iteration 1F: 3 clusters Score -8177511 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -8178247.000000 Penalty: 5305.454102
	Iteration 2Q: 3 clusters Score -8178247 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -8179095.000000 Penalty: 5305.454102
	Iteration 3Q: 3 clusters Score -8179095 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -8180202.500000 Penalty: 5305.454102
	Iteration 4F: 3 clusters Score -8180202 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -8181633.000000 Penalty: 5305.454102
	Iteration 5F: 3 clusters Score -8181633 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -8183576.000000 Penalty: 5305.454102
	Iteration 6F: 3 clusters Score -8183576 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -8185934.500000 Penalty: 5305.454102
	Iteration 7F: 3 clusters Score -8185934 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -8187844.000000 Penalty: 5305.454102
	Iteration 8F: 3 clusters Score -8187844 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -8189092.000000 Penalty: 5305.454102
	Iteration 9Q: 3 clusters Score -8189092 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -8189636.500000 Penalty: 5305.454102
	Iteration 10Q: 3 clusters Score -8189636 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -8189959.500000 Penalty: 5305.454102
	Iteration 11Q: 3 clusters Score -8189960 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -8190215.500000 Penalty: 5305.454102
	Iteration 12Q: 3 clusters Score -8190216 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -8190453.000000 Penalty: 5305.454102
	Iteration 13Q: 3 clusters Score -8190453 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -8190710.000000 Penalty: 5305.454102
	Iteration 14Q: 3 clusters Score -8190710 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -8190945.500000 Penalty: 5305.454102
	Iteration 15Q: 3 clusters Score -8190946 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -8191177.000000 Penalty: 5305.454102
	Iteration 16Q: 3 clusters Score -8191177 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -8191426.000000 Penalty: 5305.454102
	Iteration 17Q: 3 clusters Score -8191426 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -8191617.500000 Penalty: 5305.454102
	Iteration 18Q: 3 clusters Score -8191618 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -8191797.500000 Penalty: 5305.454102
	Iteration 19Q: 3 clusters Score -8191798 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -8191992.500000 Penalty: 5305.454102
	Iteration 20F: 3 clusters Score -8191992 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -8192174.500000 Penalty: 5305.454102
	Iteration 21Q: 3 clusters Score -8192174 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -8192339.500000 Penalty: 5305.454102
	Iteration 22Q: 3 clusters Score -8192340 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -8192532.000000 Penalty: 5305.454102
	Iteration 23Q: 3 clusters Score -8192532 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -8192636.500000 Penalty: 5305.454102
	Iteration 24Q: 3 clusters Score -8192636 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -8192748.000000 Penalty: 5305.454102
	Iteration 25Q: 3 clusters Score -8192748 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -8192843.500000 Penalty: 5305.454102
	Iteration 26Q: 3 clusters Score -8192844 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -8192941.500000 Penalty: 5305.454102
	Iteration 27Q: 3 clusters Score -8192942 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -8193040.500000 Penalty: 5305.454102
	Iteration 28Q: 3 clusters Score -8193040 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -8193093.000000 Penalty: 5305.454102
	Iteration 29Q: 3 clusters Score -8193093 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -8193173.000000 Penalty: 5305.454102
	Iteration 30Q: 3 clusters Score -8193173 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8193217.500000 Penalty: 5305.454102
	Iteration 31Q: 3 clusters Score -8193218 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8193291.500000 Penalty: 5305.454102
	Iteration 32Q: 3 clusters Score -8193292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41543 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8193315.000000 Penalty: 5305.454102
	Iteration 33Q: 3 clusters Score -8193315 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -8193344.000000 Penalty: 5305.454102
	Iteration 34Q: 3 clusters Score -8193344 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8193430.500000 Penalty: 5305.454102
	Iteration 35Q: 3 clusters Score -8193430 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -8193451.500000 Penalty: 5305.454102
	Iteration 36Q: 3 clusters Score -8193452 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8193497.000000 Penalty: 5305.454102
	Iteration 37Q: 3 clusters Score -8193497 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8193511.000000 Penalty: 5305.454102
	Iteration 38Q: 3 clusters Score -8193511 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8193535.000000 Penalty: 5305.454102
	Iteration 39Q: 3 clusters Score -8193535 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8193558.500000 Penalty: 5305.454102
	Iteration 40F: 3 clusters Score -8193558 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8193576.000000 Penalty: 5305.454102
	Iteration 41Q: 3 clusters Score -8193576 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8193569.500000 Penalty: 5305.454102
	Iteration 42Q: 3 clusters Score -8193570 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8193569.500000 Penalty: 5305.454102
	Iteration 43Q: 3 clusters Score -8193570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8193567.500000 Penalty: 5305.454102
	Iteration 44Q: 3 clusters Score -8193568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8193553.000000 Penalty: 5305.454102
	Iteration 45Q: 3 clusters Score -8193553 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8193560.500000 Penalty: 5305.454102
	Iteration 46Q: 3 clusters Score -8193560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8193576.000000 Penalty: 5305.454102
	Iteration 47Q: 3 clusters Score -8193576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8193591.500000 Penalty: 5305.454102
	Iteration 48Q: 3 clusters Score -8193592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8193574.500000 Penalty: 5305.454102
	Iteration 49Q: 3 clusters Score -8193574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8193571.000000 Penalty: 5305.454102
	Iteration 50Q: 3 clusters Score -8193571 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8193563.000000 Penalty: 5305.454102
	Iteration 51Q: 3 clusters Score -8193563 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8193576.000000 Penalty: 5305.454102
	Iteration 52Q: 3 clusters Score -8193576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8193570.500000 Penalty: 5305.454102
	Iteration 53Q: 3 clusters Score -8193570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8193581.000000 Penalty: 5305.454102
	Iteration 54Q: 3 clusters Score -8193581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8193580.500000 Penalty: 5305.454102
	Iteration 55Q: 3 clusters Score -8193580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8193592.000000 Penalty: 5305.454102
	Iteration 56Q: 3 clusters Score -8193592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8193582.000000 Penalty: 5305.454102
	Iteration 57Q: 3 clusters Score -8193582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8193596.000000 Penalty: 5305.454102
	Iteration 58Q: 3 clusters Score -8193596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8193593.000000 Penalty: 5305.454102
	Iteration 59Q: 3 clusters Score -8193593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8193601.500000 Penalty: 5305.454102
	Iteration 60F: 3 clusters Score -8193602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8193603.500000 Penalty: 5305.454102
	Iteration 61Q: 3 clusters Score -8193604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8193608.500000 Penalty: 5305.454102
	Iteration 62Q: 3 clusters Score -8193608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8193605.500000 Penalty: 5305.454102
	Iteration 63Q: 3 clusters Score -8193606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8193600.500000 Penalty: 5305.454102
	Iteration 64Q: 3 clusters Score -8193600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8193604.000000 Penalty: 5305.454102
	Iteration 65Q: 3 clusters Score -8193604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8193602.500000 Penalty: 5305.454102
	Iteration 66Q: 3 clusters Score -8193602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8193602.000000 Penalty: 5305.454102
	Iteration 67Q: 3 clusters Score -8193602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8193601.000000 Penalty: 5305.454102
	Iteration 68Q: 3 clusters Score -8193601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8193605.000000 Penalty: 5305.454102
	Iteration 69Q: 3 clusters Score -8193605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8193595.500000 Penalty: 5305.454102
	Iteration 70Q: 3 clusters Score -8193596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8193598.500000 Penalty: 5305.454102
	Iteration 71Q: 3 clusters Score -8193598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8193612.000000 Penalty: 5305.454102
	Iteration 72Q: 3 clusters Score -8193612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8193618.500000 Penalty: 5305.454102
	Iteration 73Q: 3 clusters Score -8193618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8193609.500000 Penalty: 5305.454102
	Iteration 74Q: 3 clusters Score -8193610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8193604.000000 Penalty: 5305.454102
	Iteration 75Q: 3 clusters Score -8193604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8193613.500000 Penalty: 5305.454102
	Iteration 76Q: 3 clusters Score -8193614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8193615.000000 Penalty: 5305.454102
	Iteration 77Q: 3 clusters Score -8193615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8193615.000000 Penalty: 5305.454102
	Iteration 78F: 3 clusters Score -8193615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -79981.859375 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -79981.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -78691.179688 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -78691.18 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -78862.382812 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -78862.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -78930.031250 Penalty: 2931.755127
	Iteration 2F: 3 clusters Score -78930.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -78993.851562 Penalty: 2931.755127
	Iteration 3F: 3 clusters Score -78993.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -79046.015625 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -79046.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79105.578125 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -79105.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -79159.601562 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -79159.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -79183.210938 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -79183.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79188.984375 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -79188.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -79204.257812 Penalty: 2931.755127
	Iteration 9Q: 3 clusters Score -79204.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -79204.257812 Penalty: 2931.755127
	Iteration 10F: 3 clusters Score -79204.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -138228.218750 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -138228.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -136456.625000 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -136456.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -136759.500000 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -136759.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136859.296875 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -136859.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -136896.375000 Penalty: 3327.814941
	Iteration 3Q: 3 clusters Score -136896.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -136923.562500 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -136923.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136939.640625 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -136939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -136946.046875 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -136946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -136954.921875 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -136954.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -136965.109375 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -136965.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136982.546875 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -136982.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136991.265625 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -136991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -137004.921875 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -137004.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137014.625000 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -137014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137018.968750 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -137019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -137023.078125 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -137023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -137023.968750 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -137024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -137023.968750 Penalty: 3327.814941
	Iteration 16F: 3 clusters Score -137024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Entering Unmasked Estep 
Score: -8668996.000000 Penalty: 2666.573486
	Iteration 0F: 2 clusters Score -8668996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -8638481.000000 Penalty: 5333.146973
	Iteration 0F: 3 clusters Score -8638481 nChanged 21563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -8650611.000000 Penalty: 5333.146973
	Iteration 1F: 3 clusters Score -8650611 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -8651169.000000 Penalty: 5333.146973
	Iteration 2Q: 3 clusters Score -8651169 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -8651687.000000 Penalty: 5333.146973
	Iteration 3Q: 3 clusters Score -8651687 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -8652414.000000 Penalty: 5333.146973
	Iteration 4Q: 3 clusters Score -8652414 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -8653443.000000 Penalty: 5333.146973
	Iteration 5Q: 3 clusters Score -8653443 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -8654947.000000 Penalty: 5333.146973
	Iteration 6F: 3 clusters Score -8654947 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -8657121.000000 Penalty: 5333.146973
	Iteration 7F: 3 clusters Score -8657121 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -8659751.000000 Penalty: 5333.146973
	Iteration 8F: 3 clusters Score -8659751 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -8661621.000000 Penalty: 5333.146973
	Iteration 9F: 3 clusters Score -8661621 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -8662494.000000 Penalty: 5333.146973
	Iteration 10Q: 3 clusters Score -8662494 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -8663013.000000 Penalty: 5333.146973
	Iteration 11Q: 3 clusters Score -8663013 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -8663403.000000 Penalty: 5333.146973
	Iteration 12Q: 3 clusters Score -8663403 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -8663781.000000 Penalty: 5333.146973
	Iteration 13Q: 3 clusters Score -8663781 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -8664065.000000 Penalty: 5333.146973
	Iteration 14Q: 3 clusters Score -8664065 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -8664295.000000 Penalty: 5333.146973
	Iteration 15Q: 3 clusters Score -8664295 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -8664440.000000 Penalty: 5333.146973
	Iteration 16Q: 3 clusters Score -8664440 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -8664552.000000 Penalty: 5333.146973
	Iteration 17Q: 3 clusters Score -8664552 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -8664672.000000 Penalty: 5333.146973
	Iteration 18Q: 3 clusters Score -8664672 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -8664771.000000 Penalty: 5333.146973
	Iteration 19Q: 3 clusters Score -8664771 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -8664841.000000 Penalty: 5333.146973
	Iteration 20F: 3 clusters Score -8664841 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -8664888.000000 Penalty: 5333.146973
	Iteration 21Q: 3 clusters Score -8664888 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -8664925.000000 Penalty: 5333.146973
	Iteration 22Q: 3 clusters Score -8664925 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -8664939.000000 Penalty: 5333.146973
	Iteration 23Q: 3 clusters Score -8664939 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -8664968.000000 Penalty: 5333.146973
	Iteration 24Q: 3 clusters Score -8664968 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -8665005.000000 Penalty: 5333.146973
	Iteration 25Q: 3 clusters Score -8665005 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -8665031.000000 Penalty: 5333.146973
	Iteration 26Q: 3 clusters Score -8665031 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -8665046.000000 Penalty: 5333.146973
	Iteration 27Q: 3 clusters Score -8665046 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -8665056.000000 Penalty: 5333.146973
	Iteration 28Q: 3 clusters Score -8665056 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -8665032.000000 Penalty: 5333.146973
	Iteration 29Q: 3 clusters Score -8665032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -8665073.000000 Penalty: 5333.146973
	Iteration 30Q: 3 clusters Score -8665073 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -8665066.000000 Penalty: 5333.146973
	Iteration 31Q: 3 clusters Score -8665066 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -8665078.000000 Penalty: 5333.146973
	Iteration 32Q: 3 clusters Score -8665078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -8665081.000000 Penalty: 5333.146973
	Iteration 33Q: 3 clusters Score -8665081 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -8665073.000000 Penalty: 5333.146973
	Iteration 34Q: 3 clusters Score -8665073 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -8665081.000000 Penalty: 5333.146973
	Iteration 35Q: 3 clusters Score -8665081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -8665094.000000 Penalty: 5333.146973
	Iteration 36Q: 3 clusters Score -8665094 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -8665112.000000 Penalty: 5333.146973
	Iteration 37Q: 3 clusters Score -8665112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -8665105.000000 Penalty: 5333.146973
	Iteration 38Q: 3 clusters Score -8665105 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -8665115.000000 Penalty: 5333.146973
	Iteration 39Q: 3 clusters Score -8665115 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -8665124.000000 Penalty: 5333.146973
	Iteration 40F: 3 clusters Score -8665124 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -8665145.000000 Penalty: 5333.146973
	Iteration 41Q: 3 clusters Score -8665145 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -8665141.000000 Penalty: 5333.146973
	Iteration 42Q: 3 clusters Score -8665141 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -8665174.000000 Penalty: 5333.146973
	Iteration 43Q: 3 clusters Score -8665174 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -8665204.000000 Penalty: 5333.146973
	Iteration 44Q: 3 clusters Score -8665204 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -8665204.000000 Penalty: 5333.146973
	Iteration 45Q: 3 clusters Score -8665204 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -8665205.000000 Penalty: 5333.146973
	Iteration 46Q: 3 clusters Score -8665205 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -8665235.000000 Penalty: 5333.146973
	Iteration 47Q: 3 clusters Score -8665235 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -8665255.000000 Penalty: 5333.146973
	Iteration 48Q: 3 clusters Score -8665255 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -8665281.000000 Penalty: 5333.146973
	Iteration 49Q: 3 clusters Score -8665281 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -8665284.000000 Penalty: 5333.146973
	Iteration 50Q: 3 clusters Score -8665284 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -8665302.000000 Penalty: 5333.146973
	Iteration 51Q: 3 clusters Score -8665302 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -8665315.000000 Penalty: 5333.146973
	Iteration 52Q: 3 clusters Score -8665315 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -8665339.000000 Penalty: 5333.146973
	Iteration 53Q: 3 clusters Score -8665339 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -8665357.000000 Penalty: 5333.146973
	Iteration 54Q: 3 clusters Score -8665357 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -8665351.000000 Penalty: 5333.146973
	Iteration 55Q: 3 clusters Score -8665351 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -8665354.000000 Penalty: 5333.146973
	Iteration 56Q: 3 clusters Score -8665354 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -8665392.000000 Penalty: 5333.146973
	Iteration 57Q: 3 clusters Score -8665392 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -8665414.000000 Penalty: 5333.146973
	Iteration 58Q: 3 clusters Score -8665414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -8665421.000000 Penalty: 5333.146973
	Iteration 59Q: 3 clusters Score -8665421 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -8665412.000000 Penalty: 5333.146973
	Iteration 60F: 3 clusters Score -8665412 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -8665408.000000 Penalty: 5333.146973
	Iteration 61Q: 3 clusters Score -8665408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -8665424.000000 Penalty: 5333.146973
	Iteration 62Q: 3 clusters Score -8665424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -8665427.000000 Penalty: 5333.146973
	Iteration 63Q: 3 clusters Score -8665427 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -8665441.000000 Penalty: 5333.146973
	Iteration 64Q: 3 clusters Score -8665441 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -8665453.000000 Penalty: 5333.146973
	Iteration 65Q: 3 clusters Score -8665453 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -8665454.000000 Penalty: 5333.146973
	Iteration 66Q: 3 clusters Score -8665454 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -8665459.000000 Penalty: 5333.146973
	Iteration 67Q: 3 clusters Score -8665459 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -8665456.000000 Penalty: 5333.146973
	Iteration 68Q: 3 clusters Score -8665456 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -8665470.000000 Penalty: 5333.146973
	Iteration 69Q: 3 clusters Score -8665470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -8665461.000000 Penalty: 5333.146973
	Iteration 70Q: 3 clusters Score -8665461 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -8665466.000000 Penalty: 5333.146973
	Iteration 71Q: 3 clusters Score -8665466 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -8665466.000000 Penalty: 5333.146973
	Iteration 72Q: 3 clusters Score -8665466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -8665491.000000 Penalty: 5333.146973
	Iteration 73Q: 3 clusters Score -8665491 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -8665499.000000 Penalty: 5333.146973
	Iteration 74Q: 3 clusters Score -8665499 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -8665508.000000 Penalty: 5333.146973
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Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 10585 members 
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Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8666696.000000 Penalty: 5333.146973
	Iteration 169Q: 3 clusters Score -8666696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8666690.000000 Penalty: 5333.146973
	Iteration 170Q: 3 clusters Score -8666690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8666694.000000 Penalty: 5333.146973
	Iteration 171Q: 3 clusters Score -8666694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8666686.000000 Penalty: 5333.146973
	Iteration 172Q: 3 clusters Score -8666686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8666706.000000 Penalty: 5333.146973
	Iteration 173Q: 3 clusters Score -8666706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8666712.000000 Penalty: 5333.146973
	Iteration 174Q: 3 clusters Score -8666712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8666699.000000 Penalty: 5333.146973
	Iteration 175Q: 3 clusters Score -8666699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8666694.000000 Penalty: 5333.146973
	Iteration 176Q: 3 clusters Score -8666694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8666698.000000 Penalty: 5333.146973
	Iteration 177Q: 3 clusters Score -8666698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8666721.000000 Penalty: 5333.146973
	Iteration 178Q: 3 clusters Score -8666721 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8666708.000000 Penalty: 5333.146973
	Iteration 179Q: 3 clusters Score -8666708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8666706.000000 Penalty: 5333.146973
	Iteration 180F: 3 clusters Score -8666706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8666720.000000 Penalty: 5333.146973
	Iteration 181Q: 3 clusters Score -8666720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8666734.000000 Penalty: 5333.146973
	Iteration 182Q: 3 clusters Score -8666734 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8666739.000000 Penalty: 5333.146973
	Iteration 183Q: 3 clusters Score -8666739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8666738.000000 Penalty: 5333.146973
	Iteration 184Q: 3 clusters Score -8666738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8666751.000000 Penalty: 5333.146973
	Iteration 185Q: 3 clusters Score -8666751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8666745.000000 Penalty: 5333.146973
	Iteration 186Q: 3 clusters Score -8666745 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8666770.000000 Penalty: 5333.146973
	Iteration 187Q: 3 clusters Score -8666770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8666762.000000 Penalty: 5333.146973
	Iteration 188Q: 3 clusters Score -8666762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8666771.000000 Penalty: 5333.146973
	Iteration 189Q: 3 clusters Score -8666771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8666768.000000 Penalty: 5333.146973
	Iteration 190Q: 3 clusters Score -8666768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8666775.000000 Penalty: 5333.146973
	Iteration 191Q: 3 clusters Score -8666775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8666758.000000 Penalty: 5333.146973
	Iteration 192Q: 3 clusters Score -8666758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8666752.000000 Penalty: 5333.146973
	Iteration 193Q: 3 clusters Score -8666752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8666761.000000 Penalty: 5333.146973
	Iteration 194Q: 3 clusters Score -8666761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8666751.000000 Penalty: 5333.146973
	Iteration 195Q: 3 clusters Score -8666751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8666762.000000 Penalty: 5333.146973
	Iteration 196Q: 3 clusters Score -8666762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8666771.000000 Penalty: 5333.146973
	Iteration 197Q: 3 clusters Score -8666771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8666778.000000 Penalty: 5333.146973
	Iteration 198Q: 3 clusters Score -8666778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8666780.000000 Penalty: 5333.146973
	Iteration 199Q: 3 clusters Score -8666780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8666784.000000 Penalty: 5333.146973
	Iteration 200F: 3 clusters Score -8666784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8666789.000000 Penalty: 5333.146973
	Iteration 201Q: 3 clusters Score -8666789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8666790.000000 Penalty: 5333.146973
	Iteration 202Q: 3 clusters Score -8666790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8666798.000000 Penalty: 5333.146973
	Iteration 203Q: 3 clusters Score -8666798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8666798.000000 Penalty: 5333.146973
	Iteration 204Q: 3 clusters Score -8666798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8666802.000000 Penalty: 5333.146973
	Iteration 205Q: 3 clusters Score -8666802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8666802.000000 Penalty: 5333.146973
	Iteration 206Q: 3 clusters Score -8666802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8666803.000000 Penalty: 5333.146973
	Iteration 207Q: 3 clusters Score -8666803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8666807.000000 Penalty: 5333.146973
	Iteration 208Q: 3 clusters Score -8666807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8666809.000000 Penalty: 5333.146973
	Iteration 209Q: 3 clusters Score -8666809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8666818.000000 Penalty: 5333.146973
	Iteration 210Q: 3 clusters Score -8666818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8666816.000000 Penalty: 5333.146973
	Iteration 211Q: 3 clusters Score -8666816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8666823.000000 Penalty: 5333.146973
	Iteration 212Q: 3 clusters Score -8666823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8666813.000000 Penalty: 5333.146973
	Iteration 213Q: 3 clusters Score -8666813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8666820.000000 Penalty: 5333.146973
	Iteration 214Q: 3 clusters Score -8666820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8666829.000000 Penalty: 5333.146973
	Iteration 215Q: 3 clusters Score -8666829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8666827.000000 Penalty: 5333.146973
	Iteration 216Q: 3 clusters Score -8666827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8666830.000000 Penalty: 5333.146973
	Iteration 217Q: 3 clusters Score -8666830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8666829.000000 Penalty: 5333.146973
	Iteration 218Q: 3 clusters Score -8666829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8666825.000000 Penalty: 5333.146973
	Iteration 219Q: 3 clusters Score -8666825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8666821.000000 Penalty: 5333.146973
	Iteration 220F: 3 clusters Score -8666821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8666818.000000 Penalty: 5333.146973
	Iteration 221Q: 3 clusters Score -8666818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8666824.000000 Penalty: 5333.146973
	Iteration 222Q: 3 clusters Score -8666824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8666815.000000 Penalty: 5333.146973
	Iteration 223Q: 3 clusters Score -8666815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8666824.000000 Penalty: 5333.146973
	Iteration 224Q: 3 clusters Score -8666824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8666822.000000 Penalty: 5333.146973
	Iteration 225Q: 3 clusters Score -8666822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8666833.000000 Penalty: 5333.146973
	Iteration 226Q: 3 clusters Score -8666833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8666828.000000 Penalty: 5333.146973
	Iteration 227Q: 3 clusters Score -8666828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8666824.000000 Penalty: 5333.146973
	Iteration 228Q: 3 clusters Score -8666824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8666820.000000 Penalty: 5333.146973
	Iteration 229Q: 3 clusters Score -8666820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8666826.000000 Penalty: 5333.146973
	Iteration 230Q: 3 clusters Score -8666826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8666833.000000 Penalty: 5333.146973
	Iteration 231Q: 3 clusters Score -8666833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8666837.000000 Penalty: 5333.146973
	Iteration 232Q: 3 clusters Score -8666837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8666838.000000 Penalty: 5333.146973
	Iteration 233Q: 3 clusters Score -8666838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8666838.000000 Penalty: 5333.146973
	Iteration 234F: 3 clusters Score -8666838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Entering Unmasked Estep 
Score: -7864440.000000 Penalty: 2644.176270
	Iteration 0F: 2 clusters Score -7864440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -7835612.500000 Penalty: 5288.352539
	Iteration 0F: 3 clusters Score -7835612 nChanged 19726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -7846489.000000 Penalty: 5288.352539
	Iteration 1F: 3 clusters Score -7846489 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -7847115.000000 Penalty: 5288.352539
	Iteration 2Q: 3 clusters Score -7847115 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -7847850.500000 Penalty: 5288.352539
	Iteration 3Q: 3 clusters Score -7847850 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -7848854.500000 Penalty: 5288.352539
	Iteration 4Q: 3 clusters Score -7848854 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -7850152.500000 Penalty: 5288.352539
	Iteration 5F: 3 clusters Score -7850152 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -7851816.500000 Penalty: 5288.352539
	Iteration 6F: 3 clusters Score -7851816 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -7854020.500000 Penalty: 5288.352539
	Iteration 7F: 3 clusters Score -7854020 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -7856801.000000 Penalty: 5288.352539
	Iteration 8F: 3 clusters Score -7856801 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -7859427.500000 Penalty: 5288.352539
	Iteration 9F: 3 clusters Score -7859428 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -7860802.500000 Penalty: 5288.352539
	Iteration 10Q: 3 clusters Score -7860802 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -7861283.500000 Penalty: 5288.352539
	Iteration 11Q: 3 clusters Score -7861284 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -7861527.500000 Penalty: 5288.352539
	Iteration 12Q: 3 clusters Score -7861528 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -7861654.000000 Penalty: 5288.352539
	Iteration 13Q: 3 clusters Score -7861654 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -7861792.000000 Penalty: 5288.352539
	Iteration 14Q: 3 clusters Score -7861792 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -7861901.000000 Penalty: 5288.352539
	Iteration 15Q: 3 clusters Score -7861901 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -7862000.000000 Penalty: 5288.352539
	Iteration 16Q: 3 clusters Score -7862000 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -7862050.000000 Penalty: 5288.352539
	Iteration 17Q: 3 clusters Score -7862050 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -7862142.500000 Penalty: 5288.352539
	Iteration 18Q: 3 clusters Score -7862142 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -7862202.000000 Penalty: 5288.352539
	Iteration 19Q: 3 clusters Score -7862202 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -7862258.500000 Penalty: 5288.352539
	Iteration 20F: 3 clusters Score -7862258 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -7862310.500000 Penalty: 5288.352539
	Iteration 21Q: 3 clusters Score -7862310 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -7862383.500000 Penalty: 5288.352539
	Iteration 22Q: 3 clusters Score -7862384 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -7862472.000000 Penalty: 5288.352539
	Iteration 23Q: 3 clusters Score -7862472 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -7862517.000000 Penalty: 5288.352539
	Iteration 24Q: 3 clusters Score -7862517 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -7862562.500000 Penalty: 5288.352539
	Iteration 25Q: 3 clusters Score -7862562 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7862598 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7862618 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7862649 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7862672 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7862674 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7862720 nChanged 105
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Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7862734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7862737 nChanged 103
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Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7862760 nChanged 94
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Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7862790 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7862806 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7862830 nChanged 80
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Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7862854 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7862862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7862872 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7862896 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7862922 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7862932 nChanged 35
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Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7862940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7862946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7862931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7862946 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7862952 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7862958 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7862956 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 39408 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7862942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7862961 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7862970 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7862956 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7862972 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7862978 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7862982 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7862986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7862990 nChanged 21
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Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7862979 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7862981 nChanged 13
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Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7862985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7862991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7863006 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7863002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7862992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7862984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7862987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7862996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7863000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7862994 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7863008 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7863002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7863010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7863014 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7863022 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2840 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7863022 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2820 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7863023 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 39901 members 
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	Iteration 79Q: 3 clusters Score -7863010 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7863006 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7863008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7863012 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7863012 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7863015 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7863006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -7863018.500000 Penalty: 5288.352539
	Iteration 86Q: 3 clusters Score -7863018 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7863010 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2730 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7863016 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2727 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7863014 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7863011 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 39983 members 
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	Iteration 91Q: 3 clusters Score -7863015 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2711 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7863017 nChanged 4
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Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7863016 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7863006 nChanged 9
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Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7863008 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 40020 members 
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	Iteration 96Q: 3 clusters Score -7863018 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2669 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7863021 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2657 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7863016 nChanged 10
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Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7863020 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -7863022.000000 Penalty: 5288.352539
	Iteration 100F: 3 clusters Score -7863022 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2630 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7863026 nChanged 3
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Mstep: Class 1 contains 2627 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7863032 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2624 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7863032 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2622 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7863030 nChanged 3
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7863025 nChanged 4
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7863020 nChanged 3
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7863024 nChanged 5
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Mstep: Class 1 contains 2607 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7863024 nChanged 6
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7863026 nChanged 11
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7863032 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2588 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7863030 nChanged 2
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7863027 nChanged 6
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7863023 nChanged 5
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7863030 nChanged 11
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7863024 nChanged 7
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7863024 nChanged 7
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7863026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -7863028.000000 Penalty: 5288.352539
	Iteration 118Q: 3 clusters Score -7863028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -7863033.500000 Penalty: 5288.352539
	Iteration 119Q: 3 clusters Score -7863034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -7863034.500000 Penalty: 5288.352539
	Iteration 120F: 3 clusters Score -7863034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -7863034.000000 Penalty: 5288.352539
	Iteration 121Q: 3 clusters Score -7863034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -7863036.500000 Penalty: 5288.352539
	Iteration 122Q: 3 clusters Score -7863036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -7863036.500000 Penalty: 5288.352539
	Iteration 123F: 3 clusters Score -7863036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -67774.601562 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -67774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66264.164062 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -66264.16 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66548.484375 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -66548.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66688.218750 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -66688.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66789.664062 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -66789.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66883.492188 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -66883.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66982.164062 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -66982.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -67094.507812 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -67094.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -67168.890625 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -67168.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67246.515625 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -67246.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67333.312500 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -67333.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -67381.921875 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -67381.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -67438.429688 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -67438.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67460.414062 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -67460.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67476.984375 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -67476.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67479.148438 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -67479.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67480.312500 Penalty: 3090.318848
	Iteration 15F: 3 clusters Score -67480.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -67492.679688 Penalty: 3090.318848
	Iteration 16Q: 3 clusters Score -67492.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67493.593750 Penalty: 3090.318848
	Iteration 17Q: 3 clusters Score -67493.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67493.593750 Penalty: 3090.318848
	Iteration 18F: 3 clusters Score -67493.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Entering Unmasked Estep 
Score: -7843773.000000 Penalty: 2641.648926
	Iteration 0F: 2 clusters Score -7843773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -7815637.000000 Penalty: 5283.297852
	Iteration 0F: 3 clusters Score -7815637 nChanged 19419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -7826296.000000 Penalty: 5283.297852
	Iteration 1F: 3 clusters Score -7826296 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -7826669.000000 Penalty: 5283.297852
	Iteration 2Q: 3 clusters Score -7826669 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -7827145.500000 Penalty: 5283.297852
	Iteration 3Q: 3 clusters Score -7827146 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -7827763.500000 Penalty: 5283.297852
	Iteration 4Q: 3 clusters Score -7827764 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -7828640.500000 Penalty: 5283.297852
	Iteration 5Q: 3 clusters Score -7828640 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -7829869.500000 Penalty: 5283.297852
	Iteration 6F: 3 clusters Score -7829870 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -7831649.500000 Penalty: 5283.297852
	Iteration 7F: 3 clusters Score -7831650 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -7834230.500000 Penalty: 5283.297852
	Iteration 8F: 3 clusters Score -7834230 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -7837100.500000 Penalty: 5283.297852
	Iteration 9F: 3 clusters Score -7837100 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7839349.500000 Penalty: 5283.297852
	Iteration 10F: 3 clusters Score -7839350 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7840501.500000 Penalty: 5283.297852
	Iteration 11Q: 3 clusters Score -7840502 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7841026.000000 Penalty: 5283.297852
	Iteration 12Q: 3 clusters Score -7841026 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7841252.000000 Penalty: 5283.297852
	Iteration 13Q: 3 clusters Score -7841252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7841371.000000 Penalty: 5283.297852
	Iteration 14Q: 3 clusters Score -7841371 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7841420.500000 Penalty: 5283.297852
	Iteration 15Q: 3 clusters Score -7841420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7841431.500000 Penalty: 5283.297852
	Iteration 16Q: 3 clusters Score -7841432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7841445.000000 Penalty: 5283.297852
	Iteration 17Q: 3 clusters Score -7841445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7841449.500000 Penalty: 5283.297852
	Iteration 18Q: 3 clusters Score -7841450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7841454.500000 Penalty: 5283.297852
	Iteration 19Q: 3 clusters Score -7841454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7841453.500000 Penalty: 5283.297852
	Iteration 20F: 3 clusters Score -7841454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7841456.000000 Penalty: 5283.297852
	Iteration 21Q: 3 clusters Score -7841456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7841465.000000 Penalty: 5283.297852
	Iteration 22Q: 3 clusters Score -7841465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7841473.500000 Penalty: 5283.297852
	Iteration 23Q: 3 clusters Score -7841474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7841474.500000 Penalty: 5283.297852
	Iteration 24Q: 3 clusters Score -7841474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7841477.000000 Penalty: 5283.297852
	Iteration 25Q: 3 clusters Score -7841477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7841485.000000 Penalty: 5283.297852
	Iteration 26Q: 3 clusters Score -7841485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7841490.500000 Penalty: 5283.297852
	Iteration 27Q: 3 clusters Score -7841490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7841486.000000 Penalty: 5283.297852
	Iteration 28Q: 3 clusters Score -7841486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7841486.000000 Penalty: 5283.297852
	Iteration 29F: 3 clusters Score -7841486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Entering Unmasked Estep 
Score: -4839253.500000 Penalty: 2530.187500
	Iteration 0F: 2 clusters Score -4839254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -4820676.000000 Penalty: 5060.375000
	Iteration 0F: 3 clusters Score -4820676 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -4827190.000000 Penalty: 5060.375000
	Iteration 1F: 3 clusters Score -4827190 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -4827705.000000 Penalty: 5060.375000
	Iteration 2F: 3 clusters Score -4827705 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -4828233.500000 Penalty: 5060.375000
	Iteration 3Q: 3 clusters Score -4828234 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -4828758.500000 Penalty: 5060.375000
	Iteration 4Q: 3 clusters Score -4828758 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -4829376.500000 Penalty: 5060.375000
	Iteration 5Q: 3 clusters Score -4829376 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -4830193.500000 Penalty: 5060.375000
	Iteration 6F: 3 clusters Score -4830194 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -4831279.000000 Penalty: 5060.375000
	Iteration 7F: 3 clusters Score -4831279 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -4832617.000000 Penalty: 5060.375000
	Iteration 8F: 3 clusters Score -4832617 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -4834138.000000 Penalty: 5060.375000
	Iteration 9F: 3 clusters Score -4834138 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4835419.000000 Penalty: 5060.375000
	Iteration 10Q: 3 clusters Score -4835419 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -4836174.000000 Penalty: 5060.375000
	Iteration 11Q: 3 clusters Score -4836174 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -4836515.500000 Penalty: 5060.375000
	Iteration 12Q: 3 clusters Score -4836516 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4836741.500000 Penalty: 5060.375000
	Iteration 13Q: 3 clusters Score -4836742 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4836883.000000 Penalty: 5060.375000
	Iteration 14Q: 3 clusters Score -4836883 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4836948.500000 Penalty: 5060.375000
	Iteration 15Q: 3 clusters Score -4836948 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4837006.500000 Penalty: 5060.375000
	Iteration 16Q: 3 clusters Score -4837006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4837038.000000 Penalty: 5060.375000
	Iteration 17Q: 3 clusters Score -4837038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4837067.500000 Penalty: 5060.375000
	Iteration 18Q: 3 clusters Score -4837068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4837076.500000 Penalty: 5060.375000
	Iteration 19Q: 3 clusters Score -4837076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4837083.000000 Penalty: 5060.375000
	Iteration 20F: 3 clusters Score -4837083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4837091.500000 Penalty: 5060.375000
	Iteration 21Q: 3 clusters Score -4837092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4837103.500000 Penalty: 5060.375000
	Iteration 22Q: 3 clusters Score -4837104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4837108.500000 Penalty: 5060.375000
	Iteration 23Q: 3 clusters Score -4837108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4837108.500000 Penalty: 5060.375000
	Iteration 24Q: 3 clusters Score -4837108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4837110.000000 Penalty: 5060.375000
	Iteration 25Q: 3 clusters Score -4837110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4837114.000000 Penalty: 5060.375000
	Iteration 26Q: 3 clusters Score -4837114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4837117.500000 Penalty: 5060.375000
	Iteration 27Q: 3 clusters Score -4837118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4837117.500000 Penalty: 5060.375000
	Iteration 28F: 3 clusters Score -4837118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Entering Unmasked Estep 
Score: -7564943.500000 Penalty: 2634.560547
	Iteration 0F: 2 clusters Score -7564944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -7537340.000000 Penalty: 5269.121094
	Iteration 0F: 3 clusters Score -7537340 nChanged 18844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -7547720.500000 Penalty: 5269.121094
	Iteration 1F: 3 clusters Score -7547720 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -7548313.000000 Penalty: 5269.121094
	Iteration 2Q: 3 clusters Score -7548313 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -7549057.500000 Penalty: 5269.121094
	Iteration 3Q: 3 clusters Score -7549058 nChanged 1694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7550160 nChanged 1888
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7551343 nChanged 2048
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7552644 nChanged 1998
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7553886 nChanged 1950
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7555043 nChanged 1870
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7555988 nChanged 1677
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Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7556752 nChanged 1591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7557556 nChanged 1418
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7558147 nChanged 1270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7558608 nChanged 1072
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7558964 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7559270 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7559426 nChanged 540
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7559576 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7559630 nChanged 390
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7559738 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7559831 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7559882 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7559930 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -7560048.500000 Penalty: 5269.121094
	Iteration 23Q: 3 clusters Score -7560048 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -7560120.500000 Penalty: 5269.121094
	Iteration 24Q: 3 clusters Score -7560120 nChanged 373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7560154 nChanged 384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7560265 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7560352 nChanged 411
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -7560435.500000 Penalty: 5269.121094
	Iteration 28Q: 3 clusters Score -7560436 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7560537 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7560660 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7560768 nChanged 400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7560881 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7560980 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7561061 nChanged 381
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Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7561141 nChanged 362
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Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7561250 nChanged 346
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Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7561365 nChanged 324
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Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7561468 nChanged 336
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Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7561571 nChanged 316
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Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7561682.500000 Penalty: 5269.121094
	Iteration 40F: 3 clusters Score -7561682 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7561758 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7561855.000000 Penalty: 5269.121094
	Iteration 42Q: 3 clusters Score -7561855 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -7561947.500000 Penalty: 5269.121094
	Iteration 43Q: 3 clusters Score -7561948 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7562042.500000 Penalty: 5269.121094
	Iteration 44Q: 3 clusters Score -7562042 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7562116.000000 Penalty: 5269.121094
	Iteration 45Q: 3 clusters Score -7562116 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7562173.000000 Penalty: 5269.121094
	Iteration 46Q: 3 clusters Score -7562173 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7562244.500000 Penalty: 5269.121094
	Iteration 47Q: 3 clusters Score -7562244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7562295 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7562334.500000 Penalty: 5269.121094
	Iteration 49Q: 3 clusters Score -7562334 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7562366.500000 Penalty: 5269.121094
	Iteration 50Q: 3 clusters Score -7562366 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7562390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7562431.000000 Penalty: 5269.121094
	Iteration 52Q: 3 clusters Score -7562431 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -7562463.000000 Penalty: 5269.121094
	Iteration 53Q: 3 clusters Score -7562463 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7562481.500000 Penalty: 5269.121094
	Iteration 54Q: 3 clusters Score -7562482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7562496.000000 Penalty: 5269.121094
	Iteration 55Q: 3 clusters Score -7562496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7562521.500000 Penalty: 5269.121094
	Iteration 56Q: 3 clusters Score -7562522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7562541.000000 Penalty: 5269.121094
	Iteration 57Q: 3 clusters Score -7562541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7562560.000000 Penalty: 5269.121094
	Iteration 58Q: 3 clusters Score -7562560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7562573.000000 Penalty: 5269.121094
	Iteration 59Q: 3 clusters Score -7562573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7562583.000000 Penalty: 5269.121094
	Iteration 60F: 3 clusters Score -7562583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7562588.000000 Penalty: 5269.121094
	Iteration 61Q: 3 clusters Score -7562588 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7562590 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7562597.000000 Penalty: 5269.121094
	Iteration 63Q: 3 clusters Score -7562597 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7562601.500000 Penalty: 5269.121094
	Iteration 64Q: 3 clusters Score -7562602 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7562599.500000 Penalty: 5269.121094
	Iteration 65Q: 3 clusters Score -7562600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7562605.500000 Penalty: 5269.121094
	Iteration 66Q: 3 clusters Score -7562606 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7562601.000000 Penalty: 5269.121094
	Iteration 67Q: 3 clusters Score -7562601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7562602.000000 Penalty: 5269.121094
	Iteration 68Q: 3 clusters Score -7562602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7562603.000000 Penalty: 5269.121094
	Iteration 69Q: 3 clusters Score -7562603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7562603.000000 Penalty: 5269.121094
	Iteration 70Q: 3 clusters Score -7562603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7562616.000000 Penalty: 5269.121094
	Iteration 71Q: 3 clusters Score -7562616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7562623.500000 Penalty: 5269.121094
	Iteration 72Q: 3 clusters Score -7562624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7562631.000000 Penalty: 5269.121094
	Iteration 73Q: 3 clusters Score -7562631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7562639.500000 Penalty: 5269.121094
	Iteration 74Q: 3 clusters Score -7562640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7562641.500000 Penalty: 5269.121094
	Iteration 75Q: 3 clusters Score -7562642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7562638.000000 Penalty: 5269.121094
	Iteration 76Q: 3 clusters Score -7562638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7562649.000000 Penalty: 5269.121094
	Iteration 77Q: 3 clusters Score -7562649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7562650 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7562650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7562649.000000 Penalty: 5269.121094
	Iteration 80F: 3 clusters Score -7562649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7562647.000000 Penalty: 5269.121094
	Iteration 81Q: 3 clusters Score -7562647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7562644.000000 Penalty: 5269.121094
	Iteration 82Q: 3 clusters Score -7562644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7562645.500000 Penalty: 5269.121094
	Iteration 83Q: 3 clusters Score -7562646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7562645.500000 Penalty: 5269.121094
	Iteration 84Q: 3 clusters Score -7562646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7562640.000000 Penalty: 5269.121094
	Iteration 85Q: 3 clusters Score -7562640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7562650.000000 Penalty: 5269.121094
	Iteration 86Q: 3 clusters Score -7562650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7562642.500000 Penalty: 5269.121094
	Iteration 87Q: 3 clusters Score -7562642 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7562638 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
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	Iteration 89F: 3 clusters Score -7562638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44161 members 
Entering Unmasked Estep 
Score: -8135885.500000 Penalty: 2652.508301
	Iteration 0F: 2 clusters Score -8135886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8106437 nChanged 20285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8117643 nChanged 2000
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8118366 nChanged 1962
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -8119197.500000 Penalty: 5305.016602
	Iteration 3Q: 3 clusters Score -8119198 nChanged 2001
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -8120139.000000 Penalty: 5305.016602
	Iteration 4Q: 3 clusters Score -8120139 nChanged 2138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -8121374.500000 Penalty: 5305.016602
	Iteration 5Q: 3 clusters Score -8121374 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -8122726.000000 Penalty: 5305.016602
	Iteration 6F: 3 clusters Score -8122726 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -8124174.500000 Penalty: 5305.016602
	Iteration 7F: 3 clusters Score -8124174 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -8125710.000000 Penalty: 5305.016602
	Iteration 8F: 3 clusters Score -8125710 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -8126979.500000 Penalty: 5305.016602
	Iteration 9F: 3 clusters Score -8126980 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -8128003.500000 Penalty: 5305.016602
	Iteration 10Q: 3 clusters Score -8128004 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -8128605.000000 Penalty: 5305.016602
	Iteration 11Q: 3 clusters Score -8128605 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -8128941.000000 Penalty: 5305.016602
	Iteration 12Q: 3 clusters Score -8128941 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -8129147.000000 Penalty: 5305.016602
	Iteration 13Q: 3 clusters Score -8129147 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -8129311.000000 Penalty: 5305.016602
	Iteration 14Q: 3 clusters Score -8129311 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -8129427.500000 Penalty: 5305.016602
	Iteration 15Q: 3 clusters Score -8129428 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -8129531.500000 Penalty: 5305.016602
	Iteration 16Q: 3 clusters Score -8129532 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -8129620.000000 Penalty: 5305.016602
	Iteration 17Q: 3 clusters Score -8129620 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -8129683.000000 Penalty: 5305.016602
	Iteration 18Q: 3 clusters Score -8129683 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -8129815.500000 Penalty: 5305.016602
	Iteration 19Q: 3 clusters Score -8129816 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -8129944.000000 Penalty: 5305.016602
	Iteration 20F: 3 clusters Score -8129944 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -8130041.000000 Penalty: 5305.016602
	Iteration 21Q: 3 clusters Score -8130041 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -8130163.000000 Penalty: 5305.016602
	Iteration 22Q: 3 clusters Score -8130163 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -8130332.500000 Penalty: 5305.016602
	Iteration 23Q: 3 clusters Score -8130332 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -8130479.500000 Penalty: 5305.016602
	Iteration 24Q: 3 clusters Score -8130480 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -8130707.000000 Penalty: 5305.016602
	Iteration 25Q: 3 clusters Score -8130707 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -8130962.500000 Penalty: 5305.016602
	Iteration 26Q: 3 clusters Score -8130962 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -8131174.500000 Penalty: 5305.016602
	Iteration 27Q: 3 clusters Score -8131174 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -8131414.000000 Penalty: 5305.016602
	Iteration 28Q: 3 clusters Score -8131414 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -8131688.000000 Penalty: 5305.016602
	Iteration 29Q: 3 clusters Score -8131688 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -8131909.500000 Penalty: 5305.016602
	Iteration 30Q: 3 clusters Score -8131910 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -8132131.000000 Penalty: 5305.016602
	Iteration 31Q: 3 clusters Score -8132131 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -8132342.000000 Penalty: 5305.016602
	Iteration 32Q: 3 clusters Score -8132342 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -8132572.000000 Penalty: 5305.016602
	Iteration 33Q: 3 clusters Score -8132572 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8132750.500000 Penalty: 5305.016602
	Iteration 34Q: 3 clusters Score -8132750 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8132916.000000 Penalty: 5305.016602
	Iteration 35Q: 3 clusters Score -8132916 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8133063.500000 Penalty: 5305.016602
	Iteration 36Q: 3 clusters Score -8133064 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8133187.000000 Penalty: 5305.016602
	Iteration 37Q: 3 clusters Score -8133187 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8133273.500000 Penalty: 5305.016602
	Iteration 38Q: 3 clusters Score -8133274 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8133343.000000 Penalty: 5305.016602
	Iteration 39Q: 3 clusters Score -8133343 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8133427.000000 Penalty: 5305.016602
	Iteration 40F: 3 clusters Score -8133427 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8133460.500000 Penalty: 5305.016602
	Iteration 41Q: 3 clusters Score -8133460 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8133485.000000 Penalty: 5305.016602
	Iteration 42Q: 3 clusters Score -8133485 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8133523.000000 Penalty: 5305.016602
	Iteration 43Q: 3 clusters Score -8133523 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8133534.500000 Penalty: 5305.016602
	Iteration 44Q: 3 clusters Score -8133534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8133567.000000 Penalty: 5305.016602
	Iteration 45Q: 3 clusters Score -8133567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8133595.000000 Penalty: 5305.016602
	Iteration 46Q: 3 clusters Score -8133595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8133602.000000 Penalty: 5305.016602
	Iteration 47Q: 3 clusters Score -8133602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8133601.500000 Penalty: 5305.016602
	Iteration 48Q: 3 clusters Score -8133602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8133615.000000 Penalty: 5305.016602
	Iteration 49Q: 3 clusters Score -8133615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8133623.000000 Penalty: 5305.016602
	Iteration 50Q: 3 clusters Score -8133623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8133628.000000 Penalty: 5305.016602
	Iteration 51Q: 3 clusters Score -8133628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8133631.500000 Penalty: 5305.016602
	Iteration 52Q: 3 clusters Score -8133632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8133640.500000 Penalty: 5305.016602
	Iteration 53Q: 3 clusters Score -8133640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8133638.000000 Penalty: 5305.016602
	Iteration 54Q: 3 clusters Score -8133638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8133636.500000 Penalty: 5305.016602
	Iteration 55Q: 3 clusters Score -8133636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8133634.500000 Penalty: 5305.016602
	Iteration 56Q: 3 clusters Score -8133634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8133639.000000 Penalty: 5305.016602
	Iteration 57Q: 3 clusters Score -8133639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8133631.500000 Penalty: 5305.016602
	Iteration 58Q: 3 clusters Score -8133632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8133639.500000 Penalty: 5305.016602
	Iteration 59Q: 3 clusters Score -8133640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8133648.000000 Penalty: 5305.016602
	Iteration 60F: 3 clusters Score -8133648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8133651.000000 Penalty: 5305.016602
	Iteration 61Q: 3 clusters Score -8133651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8133653.500000 Penalty: 5305.016602
	Iteration 62Q: 3 clusters Score -8133654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8133665.000000 Penalty: 5305.016602
	Iteration 63Q: 3 clusters Score -8133665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8133661.500000 Penalty: 5305.016602
	Iteration 64Q: 3 clusters Score -8133662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8133663.000000 Penalty: 5305.016602
	Iteration 65Q: 3 clusters Score -8133663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8133663.500000 Penalty: 5305.016602
	Iteration 66Q: 3 clusters Score -8133664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8133663.500000 Penalty: 5305.016602
	Iteration 67F: 3 clusters Score -8133664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26431.712891 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26431.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -25351.244141 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25351.24 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25591.046875 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25591.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25678.521484 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -25678.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25740.712891 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -25740.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25770.693359 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -25770.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25772.517578 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -25772.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25772.517578 Penalty: 2838.898193
	Iteration 6F: 3 clusters Score -25772.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Entering Unmasked Estep 
Score: -7006980.000000 Penalty: 2614.591309
	Iteration 0F: 2 clusters Score -7006980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -6981232.500000 Penalty: 5229.182617
	Iteration 0F: 3 clusters Score -6981232 nChanged 17349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -6990587.000000 Penalty: 5229.182617
	Iteration 1F: 3 clusters Score -6990587 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -6991072.500000 Penalty: 5229.182617
	Iteration 2Q: 3 clusters Score -6991072 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -6991433.000000 Penalty: 5229.182617
	Iteration 3Q: 3 clusters Score -6991433 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -6991858.500000 Penalty: 5229.182617
	Iteration 4Q: 3 clusters Score -6991858 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -6992179.000000 Penalty: 5229.182617
	Iteration 5Q: 3 clusters Score -6992179 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -6992485.000000 Penalty: 5229.182617
	Iteration 6Q: 3 clusters Score -6992485 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -6992898.000000 Penalty: 5229.182617
	Iteration 7Q: 3 clusters Score -6992898 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -6993518.000000 Penalty: 5229.182617
	Iteration 8Q: 3 clusters Score -6993518 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -6994426.500000 Penalty: 5229.182617
	Iteration 9Q: 3 clusters Score -6994426 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -6995749.500000 Penalty: 5229.182617
	Iteration 10F: 3 clusters Score -6995750 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -6997445.000000 Penalty: 5229.182617
	Iteration 11F: 3 clusters Score -6997445 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -6999307.000000 Penalty: 5229.182617
	Iteration 12F: 3 clusters Score -6999307 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -7000999.000000 Penalty: 5229.182617
	Iteration 13F: 3 clusters Score -7000999 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -7002177.000000 Penalty: 5229.182617
	Iteration 14Q: 3 clusters Score -7002177 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -7002992.500000 Penalty: 5229.182617
	Iteration 15Q: 3 clusters Score -7002992 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33158 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -7003497.000000 Penalty: 5229.182617
	Iteration 16Q: 3 clusters Score -7003497 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -7003890.500000 Penalty: 5229.182617
	Iteration 17Q: 3 clusters Score -7003890 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -7004152.500000 Penalty: 5229.182617
	Iteration 18Q: 3 clusters Score -7004152 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -7004331.500000 Penalty: 5229.182617
	Iteration 19Q: 3 clusters Score -7004332 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -7004490.500000 Penalty: 5229.182617
	Iteration 20F: 3 clusters Score -7004490 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -7004608.500000 Penalty: 5229.182617
	Iteration 21Q: 3 clusters Score -7004608 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7004733.500000 Penalty: 5229.182617
	Iteration 22Q: 3 clusters Score -7004734 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7004825.000000 Penalty: 5229.182617
	Iteration 23Q: 3 clusters Score -7004825 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7004856.500000 Penalty: 5229.182617
	Iteration 24Q: 3 clusters Score -7004856 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7004940.000000 Penalty: 5229.182617
	Iteration 25Q: 3 clusters Score -7004940 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7004989.500000 Penalty: 5229.182617
	Iteration 26Q: 3 clusters Score -7004990 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7005011.500000 Penalty: 5229.182617
	Iteration 27Q: 3 clusters Score -7005012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7005018.500000 Penalty: 5229.182617
	Iteration 28Q: 3 clusters Score -7005018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7005032.500000 Penalty: 5229.182617
	Iteration 29Q: 3 clusters Score -7005032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7005054.000000 Penalty: 5229.182617
	Iteration 30Q: 3 clusters Score -7005054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7005078.500000 Penalty: 5229.182617
	Iteration 31Q: 3 clusters Score -7005078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7005097.000000 Penalty: 5229.182617
	Iteration 32Q: 3 clusters Score -7005097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7005107.500000 Penalty: 5229.182617
	Iteration 33Q: 3 clusters Score -7005108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7005111.000000 Penalty: 5229.182617
	Iteration 34Q: 3 clusters Score -7005111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7005108.000000 Penalty: 5229.182617
	Iteration 35Q: 3 clusters Score -7005108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7005110.500000 Penalty: 5229.182617
	Iteration 36Q: 3 clusters Score -7005110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7005122.000000 Penalty: 5229.182617
	Iteration 37Q: 3 clusters Score -7005122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7005131.000000 Penalty: 5229.182617
	Iteration 38Q: 3 clusters Score -7005131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -7005140.000000 Penalty: 5229.182617
	Iteration 39Q: 3 clusters Score -7005140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7005145.500000 Penalty: 5229.182617
	Iteration 40F: 3 clusters Score -7005146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7005141.000000 Penalty: 5229.182617
	Iteration 41Q: 3 clusters Score -7005141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7005148.000000 Penalty: 5229.182617
	Iteration 42Q: 3 clusters Score -7005148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7005154.000000 Penalty: 5229.182617
	Iteration 43Q: 3 clusters Score -7005154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7005161.500000 Penalty: 5229.182617
	Iteration 44Q: 3 clusters Score -7005162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7005165.000000 Penalty: 5229.182617
	Iteration 45Q: 3 clusters Score -7005165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7005150.000000 Penalty: 5229.182617
	Iteration 46Q: 3 clusters Score -7005150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7005157.500000 Penalty: 5229.182617
	Iteration 47Q: 3 clusters Score -7005158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7005165.000000 Penalty: 5229.182617
	Iteration 48Q: 3 clusters Score -7005165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7005161.500000 Penalty: 5229.182617
	Iteration 49Q: 3 clusters Score -7005162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7005163.500000 Penalty: 5229.182617
	Iteration 50Q: 3 clusters Score -7005164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7005169.500000 Penalty: 5229.182617
	Iteration 51Q: 3 clusters Score -7005170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7005168.000000 Penalty: 5229.182617
	Iteration 52Q: 3 clusters Score -7005168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7005170.000000 Penalty: 5229.182617
	Iteration 53Q: 3 clusters Score -7005170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7005172.500000 Penalty: 5229.182617
	Iteration 54Q: 3 clusters Score -7005172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7005184.000000 Penalty: 5229.182617
	Iteration 55Q: 3 clusters Score -7005184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7005185.500000 Penalty: 5229.182617
	Iteration 56Q: 3 clusters Score -7005186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7005183.500000 Penalty: 5229.182617
	Iteration 57Q: 3 clusters Score -7005184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7005182.500000 Penalty: 5229.182617
	Iteration 58Q: 3 clusters Score -7005182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7005183.000000 Penalty: 5229.182617
	Iteration 59Q: 3 clusters Score -7005183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7005186.500000 Penalty: 5229.182617
	Iteration 60F: 3 clusters Score -7005186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7005188.500000 Penalty: 5229.182617
	Iteration 61Q: 3 clusters Score -7005188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7005186.500000 Penalty: 5229.182617
	Iteration 62Q: 3 clusters Score -7005186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7005194.000000 Penalty: 5229.182617
	Iteration 63Q: 3 clusters Score -7005194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7005192.500000 Penalty: 5229.182617
	Iteration 64Q: 3 clusters Score -7005192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7005194.500000 Penalty: 5229.182617
	Iteration 65Q: 3 clusters Score -7005194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7005193.000000 Penalty: 5229.182617
	Iteration 66Q: 3 clusters Score -7005193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7005193.000000 Penalty: 5229.182617
	Iteration 67F: 3 clusters Score -7005193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -160307.593750 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -160307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -158419.812500 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -158419.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -158842.484375 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -158842.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -158986.593750 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -158986.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -159075.625000 Penalty: 3430.198730
	Iteration 3F: 3 clusters Score -159075.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -159131.406250 Penalty: 3430.198730
	Iteration 4Q: 3 clusters Score -159131.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -159179.109375 Penalty: 3430.198730
	Iteration 5Q: 3 clusters Score -159179.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -159197.546875 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -159197.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -159223.031250 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -159223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -159238.359375 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -159238.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -159249.562500 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -159249.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -159257.906250 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -159257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -159264.843750 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -159264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -159266.500000 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -159266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -159267.781250 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -159267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -159271.843750 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -159271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -159275.093750 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -159275.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -159276.796875 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -159276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -159276.796875 Penalty: 3430.198730
	Iteration 17F: 3 clusters Score -159276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Entering Unmasked Estep 
Score: -8457715.000000 Penalty: 2660.596436
	Iteration 0F: 2 clusters Score -8457715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -8428103.000000 Penalty: 5321.192871
	Iteration 0F: 3 clusters Score -8428103 nChanged 20911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -8439483.000000 Penalty: 5321.192871
	Iteration 1F: 3 clusters Score -8439483 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -8439925.000000 Penalty: 5321.192871
	Iteration 2Q: 3 clusters Score -8439925 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -8440273.000000 Penalty: 5321.192871
	Iteration 3Q: 3 clusters Score -8440273 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -8440631.000000 Penalty: 5321.192871
	Iteration 4Q: 3 clusters Score -8440631 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -8440966.000000 Penalty: 5321.192871
	Iteration 5Q: 3 clusters Score -8440966 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -8441366.000000 Penalty: 5321.192871
	Iteration 6Q: 3 clusters Score -8441366 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -8441962.000000 Penalty: 5321.192871
	Iteration 7Q: 3 clusters Score -8441962 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -8442880.000000 Penalty: 5321.192871
	Iteration 8Q: 3 clusters Score -8442880 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -8444319.000000 Penalty: 5321.192871
	Iteration 9F: 3 clusters Score -8444319 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -8446454.000000 Penalty: 5321.192871
	Iteration 10F: 3 clusters Score -8446454 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -8448924.000000 Penalty: 5321.192871
	Iteration 11F: 3 clusters Score -8448924 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -8451170.000000 Penalty: 5321.192871
	Iteration 12F: 3 clusters Score -8451170 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -8452883.000000 Penalty: 5321.192871
	Iteration 13Q: 3 clusters Score -8452883 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -8454055.000000 Penalty: 5321.192871
	Iteration 14Q: 3 clusters Score -8454055 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -8454762.000000 Penalty: 5321.192871
	Iteration 15Q: 3 clusters Score -8454762 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8455111.000000 Penalty: 5321.192871
	Iteration 16Q: 3 clusters Score -8455111 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8455288.000000 Penalty: 5321.192871
	Iteration 17Q: 3 clusters Score -8455288 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -8455388.000000 Penalty: 5321.192871
	Iteration 18Q: 3 clusters Score -8455388 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -8455441.000000 Penalty: 5321.192871
	Iteration 19Q: 3 clusters Score -8455441 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -8455515.000000 Penalty: 5321.192871
	Iteration 20F: 3 clusters Score -8455515 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -8455566.000000 Penalty: 5321.192871
	Iteration 21Q: 3 clusters Score -8455566 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -8455598.000000 Penalty: 5321.192871
	Iteration 22Q: 3 clusters Score -8455598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -8455605.000000 Penalty: 5321.192871
	Iteration 23Q: 3 clusters Score -8455605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -8455610.000000 Penalty: 5321.192871
	Iteration 24Q: 3 clusters Score -8455610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8455610.000000 Penalty: 5321.192871
	Iteration 25Q: 3 clusters Score -8455610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -8455618.000000 Penalty: 5321.192871
	Iteration 26Q: 3 clusters Score -8455618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -8455624.000000 Penalty: 5321.192871
	Iteration 27Q: 3 clusters Score -8455624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -8455623.000000 Penalty: 5321.192871
	Iteration 28Q: 3 clusters Score -8455623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -8455621.000000 Penalty: 5321.192871
	Iteration 29Q: 3 clusters Score -8455621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -8455617.000000 Penalty: 5321.192871
	Iteration 30Q: 3 clusters Score -8455617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -8455625.000000 Penalty: 5321.192871
	Iteration 31Q: 3 clusters Score -8455625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -8455623.000000 Penalty: 5321.192871
	Iteration 32Q: 3 clusters Score -8455623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -8455632.000000 Penalty: 5321.192871
	Iteration 33Q: 3 clusters Score -8455632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -8455630.000000 Penalty: 5321.192871
	Iteration 34Q: 3 clusters Score -8455630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -8455629.000000 Penalty: 5321.192871
	Iteration 35Q: 3 clusters Score -8455629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -8455635.000000 Penalty: 5321.192871
	Iteration 36Q: 3 clusters Score -8455635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -8455627.000000 Penalty: 5321.192871
	Iteration 37Q: 3 clusters Score -8455627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -8455628.000000 Penalty: 5321.192871
	Iteration 38Q: 3 clusters Score -8455628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8455623.000000 Penalty: 5321.192871
	Iteration 39Q: 3 clusters Score -8455623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -8455622.000000 Penalty: 5321.192871
	Iteration 40F: 3 clusters Score -8455622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -8455628.000000 Penalty: 5321.192871
	Iteration 41Q: 3 clusters Score -8455628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -8455628.000000 Penalty: 5321.192871
	Iteration 42F: 3 clusters Score -8455628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56117.789062 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56117.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54697.070312 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -54697.07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55036.097656 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55036.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55142.242188 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55142.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55210.222656 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -55210.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55241.367188 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55241.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55275.339844 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55275.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55355.757812 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -55355.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55386.562500 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -55386.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55404.605469 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -55404.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55416.988281 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -55416.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55433.308594 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -55433.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55438.335938 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -55438.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55438.335938 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -55438.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -48525.347656 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -48525.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47237.308594 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -47237.31 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47427.910156 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -47427.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47509.562500 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -47509.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47535.417969 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -47535.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47558.011719 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -47558.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47565.968750 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -47565.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47583.328125 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -47583.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47588.816406 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -47588.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47588.816406 Penalty: 2885.287109
	Iteration 8F: 3 clusters Score -47588.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 42701 members 
Mstep: Class 3 contains 46911 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 46792 members 
Mstep: Class 7 contains 42365 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42520 members 
Mstep: Class 11 contains 49385 members 
Mstep: Class 12 contains 44200 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46738 members 
Mstep: Class 16 contains 42702 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42269 members 
Mstep: Class 19 contains 26967 members 
Mstep: Class 20 contains 41078 members 
Mstep: Class 21 contains 44161 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37900 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45625 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939672.000000 Penalty: 90108.015625
Iteration 319Q: 28 clusters Score -1.269397e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 42702 members 
Mstep: Class 3 contains 46906 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 46807 members 
Mstep: Class 7 contains 42361 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42517 members 
Mstep: Class 11 contains 49387 members 
Mstep: Class 12 contains 44208 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46746 members 
Mstep: Class 16 contains 42694 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42266 members 
Mstep: Class 19 contains 26961 members 
Mstep: Class 20 contains 41071 members 
Mstep: Class 21 contains 44160 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37914 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45598 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939632.000000 Penalty: 90108.015625
Iteration 320F: 28 clusters Score -1.269396e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 42710 members 
Mstep: Class 3 contains 46902 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 46824 members 
Mstep: Class 7 contains 42357 members 
Mstep: Class 8 contains 4087 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42505 members 
Mstep: Class 11 contains 49375 members 
Mstep: Class 12 contains 44220 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46765 members 
Mstep: Class 16 contains 42693 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42265 members 
Mstep: Class 19 contains 26960 members 
Mstep: Class 20 contains 41059 members 
Mstep: Class 21 contains 44151 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37909 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45595 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939872.000000 Penalty: 90108.015625
Iteration 321Q: 28 clusters Score -1.269399e+08 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 42703 members 
Mstep: Class 3 contains 46895 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 46805 members 
Mstep: Class 7 contains 42341 members 
Mstep: Class 8 contains 4087 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42510 members 
Mstep: Class 11 contains 49358 members 
Mstep: Class 12 contains 44233 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46792 members 
Mstep: Class 16 contains 42706 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42272 members 
Mstep: Class 19 contains 26956 members 
Mstep: Class 20 contains 41060 members 
Mstep: Class 21 contains 44150 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37905 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45591 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939832.000000 Penalty: 90108.015625
Iteration 322Q: 28 clusters Score -1.269398e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 42700 members 
Mstep: Class 3 contains 46889 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 46792 members 
Mstep: Class 7 contains 42334 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42506 members 
Mstep: Class 11 contains 49351 members 
Mstep: Class 12 contains 44242 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46807 members 
Mstep: Class 16 contains 42727 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42280 members 
Mstep: Class 19 contains 26948 members 
Mstep: Class 20 contains 41029 members 
Mstep: Class 21 contains 44155 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37906 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45591 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939816.000000 Penalty: 90108.015625
Iteration 323Q: 28 clusters Score -1.269398e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 42684 members 
Mstep: Class 3 contains 46894 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 46778 members 
Mstep: Class 7 contains 42342 members 
Mstep: Class 8 contains 4090 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 11 contains 49363 members 
Mstep: Class 12 contains 44253 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46808 members 
Mstep: Class 16 contains 42744 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42288 members 
Mstep: Class 19 contains 26936 members 
Mstep: Class 20 contains 41018 members 
Mstep: Class 21 contains 44130 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37906 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45576 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939568.000000 Penalty: 90108.015625
Iteration 324Q: 28 clusters Score -1.269396e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 42683 members 
Mstep: Class 3 contains 46903 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 46770 members 
Mstep: Class 7 contains 42343 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42481 members 
Mstep: Class 11 contains 49354 members 
Mstep: Class 12 contains 44253 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46808 members 
Mstep: Class 16 contains 42767 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42303 members 
Mstep: Class 19 contains 26931 members 
Mstep: Class 20 contains 41007 members 
Mstep: Class 21 contains 44086 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37927 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45571 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939800.000000 Penalty: 90108.015625
Iteration 325Q: 28 clusters Score -1.269398e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 42669 members 
Mstep: Class 3 contains 46902 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 46747 members 
Mstep: Class 7 contains 42339 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42487 members 
Mstep: Class 11 contains 49350 members 
Mstep: Class 12 contains 44244 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46796 members 
Mstep: Class 16 contains 42784 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42322 members 
Mstep: Class 19 contains 26923 members 
Mstep: Class 20 contains 40994 members 
Mstep: Class 21 contains 44076 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37938 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45575 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939776.000000 Penalty: 90108.015625
Iteration 326Q: 28 clusters Score -1.269398e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 42646 members 
Mstep: Class 3 contains 46911 members 
Mstep: Class 4 contains 1160 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 46748 members 
Mstep: Class 7 contains 42330 members 
Mstep: Class 8 contains 4093 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42486 members 
Mstep: Class 11 contains 49354 members 
Mstep: Class 12 contains 44241 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46803 members 
Mstep: Class 16 contains 42809 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42333 members 
Mstep: Class 19 contains 26917 members 
Mstep: Class 20 contains 40974 members 
Mstep: Class 21 contains 44061 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37945 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45559 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939768.000000 Penalty: 90108.015625
Iteration 327Q: 28 clusters Score -1.269398e+08 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 42636 members 
Mstep: Class 3 contains 46917 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 46737 members 
Mstep: Class 7 contains 42328 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42472 members 
Mstep: Class 11 contains 49354 members 
Mstep: Class 12 contains 44245 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46796 members 
Mstep: Class 16 contains 42846 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42338 members 
Mstep: Class 19 contains 26913 members 
Mstep: Class 20 contains 40970 members 
Mstep: Class 21 contains 44040 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37948 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45541 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939776.000000 Penalty: 90108.015625
Iteration 328Q: 28 clusters Score -1.269398e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 42631 members 
Mstep: Class 3 contains 46919 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 46758 members 
Mstep: Class 7 contains 42322 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42453 members 
Mstep: Class 11 contains 49342 members 
Mstep: Class 12 contains 44261 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46796 members 
Mstep: Class 16 contains 42869 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42351 members 
Mstep: Class 19 contains 26911 members 
Mstep: Class 20 contains 40955 members 
Mstep: Class 21 contains 44018 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37951 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45523 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939888.000000 Penalty: 90108.015625
Iteration 329Q: 28 clusters Score -1.269399e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 42605 members 
Mstep: Class 3 contains 46921 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 46770 members 
Mstep: Class 7 contains 42323 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42434 members 
Mstep: Class 11 contains 49352 members 
Mstep: Class 12 contains 44275 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46808 members 
Mstep: Class 16 contains 42881 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42351 members 
Mstep: Class 19 contains 26905 members 
Mstep: Class 20 contains 40953 members 
Mstep: Class 21 contains 44007 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37969 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45491 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939912.000000 Penalty: 90108.015625
Iteration 330Q: 28 clusters Score -1.269399e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 42588 members 
Mstep: Class 3 contains 46920 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2356 members 
Mstep: Class 6 contains 46760 members 
Mstep: Class 7 contains 42335 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42421 members 
Mstep: Class 11 contains 49373 members 
Mstep: Class 12 contains 44291 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46816 members 
Mstep: Class 16 contains 42887 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42361 members 
Mstep: Class 19 contains 26895 members 
Mstep: Class 20 contains 40947 members 
Mstep: Class 21 contains 43993 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37956 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45482 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939640.000000 Penalty: 90108.015625
Iteration 331Q: 28 clusters Score -1.269396e+08 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 42566 members 
Mstep: Class 3 contains 46922 members 
Mstep: Class 4 contains 1161 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 46753 members 
Mstep: Class 7 contains 42347 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42413 members 
Mstep: Class 11 contains 49398 members 
Mstep: Class 12 contains 44293 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46827 members 
Mstep: Class 16 contains 42897 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42361 members 
Mstep: Class 19 contains 26892 members 
Mstep: Class 20 contains 40937 members 
Mstep: Class 21 contains 43984 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37941 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45477 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939808.000000 Penalty: 90108.015625
Iteration 332Q: 28 clusters Score -1.269398e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 42552 members 
Mstep: Class 3 contains 46932 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 46748 members 
Mstep: Class 7 contains 42345 members 
Mstep: Class 8 contains 4100 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42395 members 
Mstep: Class 11 contains 49414 members 
Mstep: Class 12 contains 44313 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46838 members 
Mstep: Class 16 contains 42905 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42370 members 
Mstep: Class 19 contains 26889 members 
Mstep: Class 20 contains 40929 members 
Mstep: Class 21 contains 43985 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37930 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45466 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939792.000000 Penalty: 90108.015625
Iteration 333Q: 28 clusters Score -1.269398e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 42540 members 
Mstep: Class 3 contains 46936 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 46748 members 
Mstep: Class 7 contains 42330 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42377 members 
Mstep: Class 11 contains 49463 members 
Mstep: Class 12 contains 44332 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46842 members 
Mstep: Class 16 contains 42917 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42369 members 
Mstep: Class 19 contains 26887 members 
Mstep: Class 20 contains 40907 members 
Mstep: Class 21 contains 43975 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37930 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45443 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939848.000000 Penalty: 90108.015625
Iteration 334Q: 28 clusters Score -1.269398e+08 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 42548 members 
Mstep: Class 3 contains 46941 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 46765 members 
Mstep: Class 7 contains 42307 members 
Mstep: Class 8 contains 4100 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42362 members 
Mstep: Class 11 contains 49487 members 
Mstep: Class 12 contains 44336 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46828 members 
Mstep: Class 16 contains 42922 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42384 members 
Mstep: Class 19 contains 26890 members 
Mstep: Class 20 contains 40875 members 
Mstep: Class 21 contains 43973 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37935 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45436 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939576.000000 Penalty: 90108.015625
Iteration 335Q: 28 clusters Score -1.269396e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 42559 members 
Mstep: Class 3 contains 46943 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 46748 members 
Mstep: Class 7 contains 42292 members 
Mstep: Class 8 contains 4099 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42356 members 
Mstep: Class 11 contains 49497 members 
Mstep: Class 12 contains 44337 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46816 members 
Mstep: Class 16 contains 42923 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42395 members 
Mstep: Class 19 contains 26890 members 
Mstep: Class 20 contains 40858 members 
Mstep: Class 21 contains 43957 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37960 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45433 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939472.000000 Penalty: 90108.015625
Iteration 336Q: 28 clusters Score -1.269395e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 42547 members 
Mstep: Class 3 contains 46942 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 46753 members 
Mstep: Class 7 contains 42284 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42340 members 
Mstep: Class 11 contains 49503 members 
Mstep: Class 12 contains 44343 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46826 members 
Mstep: Class 16 contains 42938 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42401 members 
Mstep: Class 19 contains 26890 members 
Mstep: Class 20 contains 40838 members 
Mstep: Class 21 contains 43937 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37977 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45432 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939400.000000 Penalty: 90108.015625
Iteration 337Q: 28 clusters Score -1.269394e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 42530 members 
Mstep: Class 3 contains 46951 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 46768 members 
Mstep: Class 7 contains 42261 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42327 members 
Mstep: Class 11 contains 49528 members 
Mstep: Class 12 contains 44340 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46810 members 
Mstep: Class 16 contains 42945 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42400 members 
Mstep: Class 19 contains 26892 members 
Mstep: Class 20 contains 40821 members 
Mstep: Class 21 contains 43917 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37984 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45436 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939312.000000 Penalty: 90108.015625
Iteration 338Q: 28 clusters Score -1.269393e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 42509 members 
Mstep: Class 3 contains 46952 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2355 members 
Mstep: Class 6 contains 46802 members 
Mstep: Class 7 contains 42244 members 
Mstep: Class 8 contains 4096 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42322 members 
Mstep: Class 11 contains 49519 members 
Mstep: Class 12 contains 44344 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46805 members 
Mstep: Class 16 contains 42953 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42412 members 
Mstep: Class 19 contains 26890 members 
Mstep: Class 20 contains 40806 members 
Mstep: Class 21 contains 43905 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 37992 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45439 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939200.000000 Penalty: 90108.015625
Iteration 339Q: 28 clusters Score -1.269392e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 42509 members 
Mstep: Class 3 contains 46946 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46818 members 
Mstep: Class 7 contains 42226 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42306 members 
Mstep: Class 11 contains 49510 members 
Mstep: Class 12 contains 44353 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46812 members 
Mstep: Class 16 contains 42960 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42414 members 
Mstep: Class 19 contains 26892 members 
Mstep: Class 20 contains 40789 members 
Mstep: Class 21 contains 43891 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38019 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45437 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939280.000000 Penalty: 90108.015625
Iteration 340F: 28 clusters Score -1.269393e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 42512 members 
Mstep: Class 3 contains 46950 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46805 members 
Mstep: Class 7 contains 42219 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42296 members 
Mstep: Class 11 contains 49522 members 
Mstep: Class 12 contains 44371 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46804 members 
Mstep: Class 16 contains 42962 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42417 members 
Mstep: Class 19 contains 26886 members 
Mstep: Class 20 contains 40770 members 
Mstep: Class 21 contains 43875 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38055 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45432 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939408.000000 Penalty: 90108.015625
Iteration 341Q: 28 clusters Score -1.269394e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 42493 members 
Mstep: Class 3 contains 46961 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46802 members 
Mstep: Class 7 contains 42201 members 
Mstep: Class 8 contains 4096 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42292 members 
Mstep: Class 11 contains 49549 members 
Mstep: Class 12 contains 44390 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46797 members 
Mstep: Class 16 contains 42960 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42399 members 
Mstep: Class 19 contains 26881 members 
Mstep: Class 20 contains 40760 members 
Mstep: Class 21 contains 43855 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38073 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45426 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939376.000000 Penalty: 90108.015625
Iteration 342Q: 28 clusters Score -1.269394e+08 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 42475 members 
Mstep: Class 3 contains 46969 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46794 members 
Mstep: Class 7 contains 42176 members 
Mstep: Class 8 contains 4098 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42296 members 
Mstep: Class 11 contains 49582 members 
Mstep: Class 12 contains 44395 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46781 members 
Mstep: Class 16 contains 42970 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42385 members 
Mstep: Class 19 contains 26872 members 
Mstep: Class 20 contains 40743 members 
Mstep: Class 21 contains 43841 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38102 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45432 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939320.000000 Penalty: 90108.015625
Iteration 343Q: 28 clusters Score -1.269393e+08 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 42473 members 
Mstep: Class 3 contains 46973 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46797 members 
Mstep: Class 7 contains 42154 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42286 members 
Mstep: Class 11 contains 49585 members 
Mstep: Class 12 contains 44391 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46772 members 
Mstep: Class 16 contains 42968 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 26869 members 
Mstep: Class 20 contains 40721 members 
Mstep: Class 21 contains 43839 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38155 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45426 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939064.000000 Penalty: 90108.015625
Iteration 344Q: 28 clusters Score -1.269391e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 42464 members 
Mstep: Class 3 contains 46982 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46803 members 
Mstep: Class 7 contains 42131 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42269 members 
Mstep: Class 11 contains 49599 members 
Mstep: Class 12 contains 44383 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46780 members 
Mstep: Class 16 contains 42969 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42424 members 
Mstep: Class 19 contains 26864 members 
Mstep: Class 20 contains 40705 members 
Mstep: Class 21 contains 43812 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38198 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45428 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939016.000000 Penalty: 90108.015625
Iteration 345Q: 28 clusters Score -1.26939e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 42458 members 
Mstep: Class 3 contains 46976 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46808 members 
Mstep: Class 7 contains 42114 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42270 members 
Mstep: Class 11 contains 49615 members 
Mstep: Class 12 contains 44381 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46777 members 
Mstep: Class 16 contains 42970 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42440 members 
Mstep: Class 19 contains 26862 members 
Mstep: Class 20 contains 40688 members 
Mstep: Class 21 contains 43786 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38237 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45439 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939000.000000 Penalty: 90108.015625
Iteration 346Q: 28 clusters Score -1.26939e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 42447 members 
Mstep: Class 3 contains 46968 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46809 members 
Mstep: Class 7 contains 42089 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42277 members 
Mstep: Class 11 contains 49615 members 
Mstep: Class 12 contains 44378 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46770 members 
Mstep: Class 16 contains 42958 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42427 members 
Mstep: Class 19 contains 26857 members 
Mstep: Class 20 contains 40694 members 
Mstep: Class 21 contains 43782 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38284 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45455 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939048.000000 Penalty: 90108.015625
Iteration 347Q: 28 clusters Score -1.26939e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 42426 members 
Mstep: Class 3 contains 46961 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46803 members 
Mstep: Class 7 contains 42078 members 
Mstep: Class 8 contains 4100 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42288 members 
Mstep: Class 11 contains 49627 members 
Mstep: Class 12 contains 44376 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46746 members 
Mstep: Class 16 contains 42936 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42428 members 
Mstep: Class 19 contains 26853 members 
Mstep: Class 20 contains 40696 members 
Mstep: Class 21 contains 43777 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38322 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45484 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938928.000000 Penalty: 90108.015625
Iteration 348Q: 28 clusters Score -1.269389e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 42423 members 
Mstep: Class 3 contains 46967 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46783 members 
Mstep: Class 7 contains 42061 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42288 members 
Mstep: Class 11 contains 49634 members 
Mstep: Class 12 contains 44376 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46741 members 
Mstep: Class 16 contains 42916 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42435 members 
Mstep: Class 19 contains 26841 members 
Mstep: Class 20 contains 40686 members 
Mstep: Class 21 contains 43776 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38361 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45505 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938784.000000 Penalty: 90108.015625
Iteration 349Q: 28 clusters Score -1.269388e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 42419 members 
Mstep: Class 3 contains 46958 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46783 members 
Mstep: Class 7 contains 42062 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42276 members 
Mstep: Class 11 contains 49617 members 
Mstep: Class 12 contains 44388 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46712 members 
Mstep: Class 16 contains 42913 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42433 members 
Mstep: Class 19 contains 26830 members 
Mstep: Class 20 contains 40681 members 
Mstep: Class 21 contains 43788 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38404 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45537 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938976.000000 Penalty: 90108.015625
Iteration 350Q: 28 clusters Score -1.26939e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 42406 members 
Mstep: Class 3 contains 46960 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46775 members 
Mstep: Class 7 contains 42050 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42269 members 
Mstep: Class 11 contains 49610 members 
Mstep: Class 12 contains 44371 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46705 members 
Mstep: Class 16 contains 42901 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42441 members 
Mstep: Class 19 contains 26823 members 
Mstep: Class 20 contains 40677 members 
Mstep: Class 21 contains 43786 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38440 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45569 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938968.000000 Penalty: 90108.015625
Iteration 351Q: 28 clusters Score -1.26939e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 42406 members 
Mstep: Class 3 contains 46971 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46764 members 
Mstep: Class 7 contains 42042 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42277 members 
Mstep: Class 11 contains 49617 members 
Mstep: Class 12 contains 44363 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46699 members 
Mstep: Class 16 contains 42898 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42450 members 
Mstep: Class 19 contains 26815 members 
Mstep: Class 20 contains 40663 members 
Mstep: Class 21 contains 43792 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38456 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45572 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939176.000000 Penalty: 90108.015625
Iteration 352Q: 28 clusters Score -1.269392e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 42422 members 
Mstep: Class 3 contains 46964 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46745 members 
Mstep: Class 7 contains 42050 members 
Mstep: Class 8 contains 4115 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42296 members 
Mstep: Class 11 contains 49623 members 
Mstep: Class 12 contains 44360 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46683 members 
Mstep: Class 16 contains 42900 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42461 members 
Mstep: Class 19 contains 26809 members 
Mstep: Class 20 contains 40629 members 
Mstep: Class 21 contains 43783 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38473 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45582 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939104.000000 Penalty: 90108.015625
Iteration 353Q: 28 clusters Score -1.269391e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 42424 members 
Mstep: Class 3 contains 46962 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46727 members 
Mstep: Class 7 contains 42061 members 
Mstep: Class 8 contains 4115 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 11 contains 49628 members 
Mstep: Class 12 contains 44355 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46679 members 
Mstep: Class 16 contains 42881 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42485 members 
Mstep: Class 19 contains 26802 members 
Mstep: Class 20 contains 40610 members 
Mstep: Class 21 contains 43775 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38505 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45559 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939368.000000 Penalty: 90108.015625
Iteration 354Q: 28 clusters Score -1.269394e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 42436 members 
Mstep: Class 3 contains 46975 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 46677 members 
Mstep: Class 7 contains 42073 members 
Mstep: Class 8 contains 4117 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42329 members 
Mstep: Class 11 contains 49634 members 
Mstep: Class 12 contains 44332 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46675 members 
Mstep: Class 16 contains 42864 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42516 members 
Mstep: Class 19 contains 26793 members 
Mstep: Class 20 contains 40569 members 
Mstep: Class 21 contains 43786 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38540 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45566 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939240.000000 Penalty: 90108.015625
Iteration 355Q: 28 clusters Score -1.269392e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 42446 members 
Mstep: Class 3 contains 46979 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2353 members 
Mstep: Class 6 contains 46647 members 
Mstep: Class 7 contains 42085 members 
Mstep: Class 8 contains 4118 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42353 members 
Mstep: Class 11 contains 49619 members 
Mstep: Class 12 contains 44305 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46664 members 
Mstep: Class 16 contains 42839 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42549 members 
Mstep: Class 19 contains 26785 members 
Mstep: Class 20 contains 40524 members 
Mstep: Class 21 contains 43808 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38576 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45574 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939200.000000 Penalty: 90108.015625
Iteration 356Q: 28 clusters Score -1.269392e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 42441 members 
Mstep: Class 3 contains 46976 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2353 members 
Mstep: Class 6 contains 46627 members 
Mstep: Class 7 contains 42103 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42343 members 
Mstep: Class 11 contains 49622 members 
Mstep: Class 12 contains 44299 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46653 members 
Mstep: Class 16 contains 42806 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42557 members 
Mstep: Class 19 contains 26769 members 
Mstep: Class 20 contains 40506 members 
Mstep: Class 21 contains 43848 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38597 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45569 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939176.000000 Penalty: 90108.015625
Iteration 357Q: 28 clusters Score -1.269392e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 42443 members 
Mstep: Class 3 contains 46986 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 46595 members 
Mstep: Class 7 contains 42115 members 
Mstep: Class 8 contains 4122 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42341 members 
Mstep: Class 11 contains 49625 members 
Mstep: Class 12 contains 44279 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46653 members 
Mstep: Class 16 contains 42805 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42566 members 
Mstep: Class 19 contains 26753 members 
Mstep: Class 20 contains 40486 members 
Mstep: Class 21 contains 43856 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38638 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45546 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939120.000000 Penalty: 90108.015625
Iteration 358Q: 28 clusters Score -1.269391e+08 nChanged 948
Entering ConstructFrom: 
Score: -126939120.000000 Penalty: 90108.015625
Entering ConstructFrom: 
Trying to split cluster 1 (45040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Entering Unmasked Estep 
Score: -8368725.500000 Penalty: 2657.395996
	Iteration 0F: 2 clusters Score -8368726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -8339415.500000 Penalty: 5314.791992
	Iteration 0F: 3 clusters Score -8339416 nChanged 20669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -8350984.500000 Penalty: 5314.791992
	Iteration 1F: 3 clusters Score -8350984 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -8351584.000000 Penalty: 5314.791992
	Iteration 2Q: 3 clusters Score -8351584 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -8352211.500000 Penalty: 5314.791992
	Iteration 3Q: 3 clusters Score -8352212 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -8353081.500000 Penalty: 5314.791992
	Iteration 4Q: 3 clusters Score -8353082 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -8354187.000000 Penalty: 5314.791992
	Iteration 5Q: 3 clusters Score -8354187 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -8355887.500000 Penalty: 5314.791992
	Iteration 6F: 3 clusters Score -8355888 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -8358371.500000 Penalty: 5314.791992
	Iteration 7F: 3 clusters Score -8358372 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -8361152.500000 Penalty: 5314.791992
	Iteration 8F: 3 clusters Score -8361152 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -8362846.000000 Penalty: 5314.791992
	Iteration 9F: 3 clusters Score -8362846 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -8363426.500000 Penalty: 5314.791992
	Iteration 10Q: 3 clusters Score -8363426 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -8363697.000000 Penalty: 5314.791992
	Iteration 11Q: 3 clusters Score -8363697 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -8363889.000000 Penalty: 5314.791992
	Iteration 12Q: 3 clusters Score -8363889 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -8364050.500000 Penalty: 5314.791992
	Iteration 13Q: 3 clusters Score -8364050 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -8364191.000000 Penalty: 5314.791992
	Iteration 14Q: 3 clusters Score -8364191 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -8364311.500000 Penalty: 5314.791992
	Iteration 15Q: 3 clusters Score -8364312 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -8364461.000000 Penalty: 5314.791992
	Iteration 16Q: 3 clusters Score -8364461 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -8364574.000000 Penalty: 5314.791992
	Iteration 17Q: 3 clusters Score -8364574 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -8364637.000000 Penalty: 5314.791992
	Iteration 18Q: 3 clusters Score -8364637 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -8364714.000000 Penalty: 5314.791992
	Iteration 19Q: 3 clusters Score -8364714 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -8364778.000000 Penalty: 5314.791992
	Iteration 20F: 3 clusters Score -8364778 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -8364834.500000 Penalty: 5314.791992
	Iteration 21Q: 3 clusters Score -8364834 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -8364865.500000 Penalty: 5314.791992
	Iteration 22Q: 3 clusters Score -8364866 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -8364916.000000 Penalty: 5314.791992
	Iteration 23Q: 3 clusters Score -8364916 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -8364953.000000 Penalty: 5314.791992
	Iteration 24Q: 3 clusters Score -8364953 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -8365012.000000 Penalty: 5314.791992
	Iteration 25Q: 3 clusters Score -8365012 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -8365067.000000 Penalty: 5314.791992
	Iteration 26Q: 3 clusters Score -8365067 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -8365115.500000 Penalty: 5314.791992
	Iteration 27Q: 3 clusters Score -8365116 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -8365115.500000 Penalty: 5314.791992
	Iteration 28Q: 3 clusters Score -8365116 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -8365154.000000 Penalty: 5314.791992
	Iteration 29Q: 3 clusters Score -8365154 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -8365187.500000 Penalty: 5314.791992
	Iteration 30Q: 3 clusters Score -8365188 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -8365206.000000 Penalty: 5314.791992
	Iteration 31Q: 3 clusters Score -8365206 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -8365219.500000 Penalty: 5314.791992
	Iteration 32Q: 3 clusters Score -8365220 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -8365218.500000 Penalty: 5314.791992
	Iteration 33Q: 3 clusters Score -8365218 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -8365228.500000 Penalty: 5314.791992
	Iteration 34Q: 3 clusters Score -8365228 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -8365243.500000 Penalty: 5314.791992
	Iteration 35Q: 3 clusters Score -8365244 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -8365254.500000 Penalty: 5314.791992
	Iteration 36Q: 3 clusters Score -8365254 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -8365311.500000 Penalty: 5314.791992
	Iteration 37Q: 3 clusters Score -8365312 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -8365340.500000 Penalty: 5314.791992
	Iteration 38Q: 3 clusters Score -8365340 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -8365371.000000 Penalty: 5314.791992
	Iteration 39Q: 3 clusters Score -8365371 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -8365403.000000 Penalty: 5314.791992
	Iteration 40F: 3 clusters Score -8365403 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -8365430.000000 Penalty: 5314.791992
	Iteration 41Q: 3 clusters Score -8365430 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -8365447.000000 Penalty: 5314.791992
	Iteration 42Q: 3 clusters Score -8365447 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -8365485.000000 Penalty: 5314.791992
	Iteration 43Q: 3 clusters Score -8365485 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -8365532.000000 Penalty: 5314.791992
	Iteration 44Q: 3 clusters Score -8365532 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -8365530.500000 Penalty: 5314.791992
	Iteration 45Q: 3 clusters Score -8365530 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -8365562.000000 Penalty: 5314.791992
	Iteration 46Q: 3 clusters Score -8365562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -8365561.500000 Penalty: 5314.791992
	Iteration 47Q: 3 clusters Score -8365562 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -8365564.000000 Penalty: 5314.791992
	Iteration 48Q: 3 clusters Score -8365564 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -8365550.000000 Penalty: 5314.791992
	Iteration 49Q: 3 clusters Score -8365550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -8365581.000000 Penalty: 5314.791992
	Iteration 50Q: 3 clusters Score -8365581 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -8365589.500000 Penalty: 5314.791992
	Iteration 51Q: 3 clusters Score -8365590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -8365598.500000 Penalty: 5314.791992
	Iteration 52Q: 3 clusters Score -8365598 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -8365597.000000 Penalty: 5314.791992
	Iteration 53Q: 3 clusters Score -8365597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -8365598.000000 Penalty: 5314.791992
	Iteration 54Q: 3 clusters Score -8365598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -8365615.500000 Penalty: 5314.791992
	Iteration 55Q: 3 clusters Score -8365616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -8365610.000000 Penalty: 5314.791992
	Iteration 56Q: 3 clusters Score -8365610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -8365629.000000 Penalty: 5314.791992
	Iteration 57Q: 3 clusters Score -8365629 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -8365618.500000 Penalty: 5314.791992
	Iteration 58Q: 3 clusters Score -8365618 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -8365643.000000 Penalty: 5314.791992
	Iteration 59Q: 3 clusters Score -8365643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -8365658.500000 Penalty: 5314.791992
	Iteration 60F: 3 clusters Score -8365658 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -8365659.500000 Penalty: 5314.791992
	Iteration 61Q: 3 clusters Score -8365660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -8365669.500000 Penalty: 5314.791992
	Iteration 62Q: 3 clusters Score -8365670 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -8365680.000000 Penalty: 5314.791992
	Iteration 63Q: 3 clusters Score -8365680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -8365681.500000 Penalty: 5314.791992
	Iteration 64Q: 3 clusters Score -8365682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -8365685.500000 Penalty: 5314.791992
	Iteration 65Q: 3 clusters Score -8365686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -8365683.000000 Penalty: 5314.791992
	Iteration 66Q: 3 clusters Score -8365683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -8365681.000000 Penalty: 5314.791992
	Iteration 67Q: 3 clusters Score -8365681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -8365683.500000 Penalty: 5314.791992
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Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 35945 members 
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Mstep: Class 1 contains 9031 members 
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Mstep: Class 2 contains 36167 members 
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Mstep: Class 2 contains 36227 members 
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Mstep: Class 2 contains 36286 members 
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Mstep: Class 2 contains 36341 members 
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Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 36716 members 
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Mstep: Class 2 contains 36735 members 
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Mstep: Class 2 contains 36763 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -8365951.000000 Penalty: 5314.791992
	Iteration 161Q: 3 clusters Score -8365951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -8365948.500000 Penalty: 5314.791992
	Iteration 162Q: 3 clusters Score -8365948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -8365948.000000 Penalty: 5314.791992
	Iteration 163Q: 3 clusters Score -8365948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -8365947.000000 Penalty: 5314.791992
	Iteration 164Q: 3 clusters Score -8365947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -8365952.000000 Penalty: 5314.791992
	Iteration 165Q: 3 clusters Score -8365952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -8365947.500000 Penalty: 5314.791992
	Iteration 166Q: 3 clusters Score -8365948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -8365964.500000 Penalty: 5314.791992
	Iteration 167Q: 3 clusters Score -8365964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -8365957.500000 Penalty: 5314.791992
	Iteration 168Q: 3 clusters Score -8365958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -8365956.000000 Penalty: 5314.791992
	Iteration 169Q: 3 clusters Score -8365956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -8365957.000000 Penalty: 5314.791992
	Iteration 170Q: 3 clusters Score -8365957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -8365963.000000 Penalty: 5314.791992
	Iteration 171Q: 3 clusters Score -8365963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -8365955.500000 Penalty: 5314.791992
	Iteration 172Q: 3 clusters Score -8365956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -8365965.500000 Penalty: 5314.791992
	Iteration 173Q: 3 clusters Score -8365966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -8365969.000000 Penalty: 5314.791992
	Iteration 174Q: 3 clusters Score -8365969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -8365967.500000 Penalty: 5314.791992
	Iteration 175Q: 3 clusters Score -8365968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -8365976.500000 Penalty: 5314.791992
	Iteration 176Q: 3 clusters Score -8365976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -8365977.000000 Penalty: 5314.791992
	Iteration 177Q: 3 clusters Score -8365977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -8365982.500000 Penalty: 5314.791992
	Iteration 178Q: 3 clusters Score -8365982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -8365987.000000 Penalty: 5314.791992
	Iteration 179Q: 3 clusters Score -8365987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -8365986.500000 Penalty: 5314.791992
	Iteration 180F: 3 clusters Score -8365986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -8365984.000000 Penalty: 5314.791992
	Iteration 181Q: 3 clusters Score -8365984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -8365982.500000 Penalty: 5314.791992
	Iteration 182Q: 3 clusters Score -8365982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -8365985.500000 Penalty: 5314.791992
	Iteration 183Q: 3 clusters Score -8365986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -8365986.000000 Penalty: 5314.791992
	Iteration 184Q: 3 clusters Score -8365986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -8365991.500000 Penalty: 5314.791992
	Iteration 185Q: 3 clusters Score -8365992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -8365984.500000 Penalty: 5314.791992
	Iteration 186Q: 3 clusters Score -8365984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -8365983.500000 Penalty: 5314.791992
	Iteration 187Q: 3 clusters Score -8365984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -8365987.500000 Penalty: 5314.791992
	Iteration 188Q: 3 clusters Score -8365988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 38219 members 
Entering Unmasked Estep 
Score: -8365985.000000 Penalty: 5314.791992
	Iteration 189Q: 3 clusters Score -8365985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -8365982.500000 Penalty: 5314.791992
	Iteration 190Q: 3 clusters Score -8365982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -8365985.500000 Penalty: 5314.791992
	Iteration 191Q: 3 clusters Score -8365986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -8365983.500000 Penalty: 5314.791992
	Iteration 192Q: 3 clusters Score -8365984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -8365991.500000 Penalty: 5314.791992
	Iteration 193Q: 3 clusters Score -8365992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -8365988.500000 Penalty: 5314.791992
	Iteration 194Q: 3 clusters Score -8365988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -8365987.000000 Penalty: 5314.791992
	Iteration 195Q: 3 clusters Score -8365987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -8365993.500000 Penalty: 5314.791992
	Iteration 196Q: 3 clusters Score -8365994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -8365993.500000 Penalty: 5314.791992
	Iteration 197Q: 3 clusters Score -8365994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -8365993.500000 Penalty: 5314.791992
	Iteration 198F: 3 clusters Score -8365994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Entering Unmasked Estep 
Score: -7853517.000000 Penalty: 2642.760986
	Iteration 0F: 2 clusters Score -7853517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -7825014.500000 Penalty: 5285.521973
	Iteration 0F: 3 clusters Score -7825014 nChanged 19591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -7836245.500000 Penalty: 5285.521973
	Iteration 1F: 3 clusters Score -7836246 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -7837084.500000 Penalty: 5285.521973
	Iteration 2Q: 3 clusters Score -7837084 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -7838110.500000 Penalty: 5285.521973
	Iteration 3Q: 3 clusters Score -7838110 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -7839265.000000 Penalty: 5285.521973
	Iteration 4F: 3 clusters Score -7839265 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -7840893.500000 Penalty: 5285.521973
	Iteration 5F: 3 clusters Score -7840894 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -7843180.500000 Penalty: 5285.521973
	Iteration 6F: 3 clusters Score -7843180 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -7846301.500000 Penalty: 5285.521973
	Iteration 7F: 3 clusters Score -7846302 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -7849362.500000 Penalty: 5285.521973
	Iteration 8F: 3 clusters Score -7849362 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -7850770.500000 Penalty: 5285.521973
	Iteration 9Q: 3 clusters Score -7850770 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -7851194.500000 Penalty: 5285.521973
	Iteration 10Q: 3 clusters Score -7851194 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -7851331.000000 Penalty: 5285.521973
	Iteration 11Q: 3 clusters Score -7851331 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -7851431.000000 Penalty: 5285.521973
	Iteration 12Q: 3 clusters Score -7851431 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -7851526.000000 Penalty: 5285.521973
	Iteration 13Q: 3 clusters Score -7851526 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -7851616.500000 Penalty: 5285.521973
	Iteration 14Q: 3 clusters Score -7851616 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -7851668.000000 Penalty: 5285.521973
	Iteration 15Q: 3 clusters Score -7851668 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -7851714.000000 Penalty: 5285.521973
	Iteration 16Q: 3 clusters Score -7851714 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -7851763.500000 Penalty: 5285.521973
	Iteration 17Q: 3 clusters Score -7851764 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -7851815.000000 Penalty: 5285.521973
	Iteration 18Q: 3 clusters Score -7851815 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -7851836.000000 Penalty: 5285.521973
	Iteration 19Q: 3 clusters Score -7851836 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -7851872.500000 Penalty: 5285.521973
	Iteration 20F: 3 clusters Score -7851872 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -7851909.000000 Penalty: 5285.521973
	Iteration 21Q: 3 clusters Score -7851909 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -7851914.000000 Penalty: 5285.521973
	Iteration 22Q: 3 clusters Score -7851914 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -7851942.000000 Penalty: 5285.521973
	Iteration 23Q: 3 clusters Score -7851942 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -7851966.000000 Penalty: 5285.521973
	Iteration 24Q: 3 clusters Score -7851966 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -7852001.000000 Penalty: 5285.521973
	Iteration 25Q: 3 clusters Score -7852001 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -7852006.000000 Penalty: 5285.521973
	Iteration 26Q: 3 clusters Score -7852006 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -7852026.000000 Penalty: 5285.521973
	Iteration 27Q: 3 clusters Score -7852026 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -7852057.000000 Penalty: 5285.521973
	Iteration 28Q: 3 clusters Score -7852057 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -7852079.000000 Penalty: 5285.521973
	Iteration 29Q: 3 clusters Score -7852079 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -7852086.000000 Penalty: 5285.521973
	Iteration 30Q: 3 clusters Score -7852086 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -7852105.000000 Penalty: 5285.521973
	Iteration 31Q: 3 clusters Score -7852105 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -7852111.500000 Penalty: 5285.521973
	Iteration 32Q: 3 clusters Score -7852112 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -7852132.500000 Penalty: 5285.521973
	Iteration 33Q: 3 clusters Score -7852132 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -7852134.500000 Penalty: 5285.521973
	Iteration 34Q: 3 clusters Score -7852134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -7852143.000000 Penalty: 5285.521973
	Iteration 35Q: 3 clusters Score -7852143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -7852163.000000 Penalty: 5285.521973
	Iteration 36Q: 3 clusters Score -7852163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -7852161.000000 Penalty: 5285.521973
	Iteration 37Q: 3 clusters Score -7852161 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -7852162.500000 Penalty: 5285.521973
	Iteration 38Q: 3 clusters Score -7852162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -7852166.500000 Penalty: 5285.521973
	Iteration 39Q: 3 clusters Score -7852166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -7852179.000000 Penalty: 5285.521973
	Iteration 40F: 3 clusters Score -7852179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -7852208.500000 Penalty: 5285.521973
	Iteration 41Q: 3 clusters Score -7852208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -7852203.000000 Penalty: 5285.521973
	Iteration 42Q: 3 clusters Score -7852203 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -7852214.000000 Penalty: 5285.521973
	Iteration 43Q: 3 clusters Score -7852214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -7852225.500000 Penalty: 5285.521973
	Iteration 44Q: 3 clusters Score -7852226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -7852232.000000 Penalty: 5285.521973
	Iteration 45Q: 3 clusters Score -7852232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -7852229.500000 Penalty: 5285.521973
	Iteration 46Q: 3 clusters Score -7852230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -7852234.000000 Penalty: 5285.521973
	Iteration 47Q: 3 clusters Score -7852234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -7852248.000000 Penalty: 5285.521973
	Iteration 48Q: 3 clusters Score -7852248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -7852242.500000 Penalty: 5285.521973
	Iteration 49Q: 3 clusters Score -7852242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -7852250.000000 Penalty: 5285.521973
	Iteration 50Q: 3 clusters Score -7852250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -7852249.000000 Penalty: 5285.521973
	Iteration 51Q: 3 clusters Score -7852249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -7852257.000000 Penalty: 5285.521973
	Iteration 52Q: 3 clusters Score -7852257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -7852256.500000 Penalty: 5285.521973
	Iteration 53Q: 3 clusters Score -7852256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -7852253.500000 Penalty: 5285.521973
	Iteration 54Q: 3 clusters Score -7852254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -7852265.000000 Penalty: 5285.521973
	Iteration 55Q: 3 clusters Score -7852265 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -7852258.500000 Penalty: 5285.521973
	Iteration 56Q: 3 clusters Score -7852258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -7852260.000000 Penalty: 5285.521973
	Iteration 57Q: 3 clusters Score -7852260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -7852256.500000 Penalty: 5285.521973
	Iteration 58Q: 3 clusters Score -7852256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -7852264.000000 Penalty: 5285.521973
	Iteration 59Q: 3 clusters Score -7852264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -7852254.000000 Penalty: 5285.521973
	Iteration 60F: 3 clusters Score -7852254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -7852252.000000 Penalty: 5285.521973
	Iteration 61Q: 3 clusters Score -7852252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -7852261.500000 Penalty: 5285.521973
	Iteration 62Q: 3 clusters Score -7852262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -7852256.500000 Penalty: 5285.521973
	Iteration 63Q: 3 clusters Score -7852256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -7852261.500000 Penalty: 5285.521973
	Iteration 64Q: 3 clusters Score -7852262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -7852250.000000 Penalty: 5285.521973
	Iteration 65Q: 3 clusters Score -7852250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -7852257.500000 Penalty: 5285.521973
	Iteration 66Q: 3 clusters Score -7852258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -7852263.500000 Penalty: 5285.521973
	Iteration 67Q: 3 clusters Score -7852264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -7852266.500000 Penalty: 5285.521973
	Iteration 68Q: 3 clusters Score -7852266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -7852266.500000 Penalty: 5285.521973
	Iteration 69Q: 3 clusters Score -7852266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -7852268.500000 Penalty: 5285.521973
	Iteration 70Q: 3 clusters Score -7852268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -7852253.500000 Penalty: 5285.521973
	Iteration 71Q: 3 clusters Score -7852254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -7852265.500000 Penalty: 5285.521973
	Iteration 72Q: 3 clusters Score -7852266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -7852261.000000 Penalty: 5285.521973
	Iteration 73Q: 3 clusters Score -7852261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -7852266.000000 Penalty: 5285.521973
	Iteration 74Q: 3 clusters Score -7852266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -7852277.500000 Penalty: 5285.521973
	Iteration 75Q: 3 clusters Score -7852278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -7852279.500000 Penalty: 5285.521973
	Iteration 76Q: 3 clusters Score -7852280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -7852282.000000 Penalty: 5285.521973
	Iteration 77Q: 3 clusters Score -7852282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -7852271.000000 Penalty: 5285.521973
	Iteration 78Q: 3 clusters Score -7852271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -7852283.000000 Penalty: 5285.521973
	Iteration 79Q: 3 clusters Score -7852283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -7852296.000000 Penalty: 5285.521973
	Iteration 80F: 3 clusters Score -7852296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -7852295.000000 Penalty: 5285.521973
	Iteration 81Q: 3 clusters Score -7852295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -7852301.000000 Penalty: 5285.521973
	Iteration 82Q: 3 clusters Score -7852301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -7852305.500000 Penalty: 5285.521973
	Iteration 83Q: 3 clusters Score -7852306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -7852307.500000 Penalty: 5285.521973
	Iteration 84Q: 3 clusters Score -7852308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -7852312.500000 Penalty: 5285.521973
	Iteration 85Q: 3 clusters Score -7852312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -7852306.500000 Penalty: 5285.521973
	Iteration 86Q: 3 clusters Score -7852306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -7852307.500000 Penalty: 5285.521973
	Iteration 87Q: 3 clusters Score -7852308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -7852311.000000 Penalty: 5285.521973
	Iteration 88Q: 3 clusters Score -7852311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -7852303.000000 Penalty: 5285.521973
	Iteration 89Q: 3 clusters Score -7852303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -7852311.000000 Penalty: 5285.521973
	Iteration 90Q: 3 clusters Score -7852311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -7852307.500000 Penalty: 5285.521973
	Iteration 91Q: 3 clusters Score -7852308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -7852318.000000 Penalty: 5285.521973
	Iteration 92Q: 3 clusters Score -7852318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -7852311.500000 Penalty: 5285.521973
	Iteration 93Q: 3 clusters Score -7852312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -7852312.000000 Penalty: 5285.521973
	Iteration 94Q: 3 clusters Score -7852312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -7852321.500000 Penalty: 5285.521973
	Iteration 95Q: 3 clusters Score -7852322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -7852316.000000 Penalty: 5285.521973
	Iteration 96Q: 3 clusters Score -7852316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -7852321.000000 Penalty: 5285.521973
	Iteration 97Q: 3 clusters Score -7852321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -7852307.500000 Penalty: 5285.521973
	Iteration 98Q: 3 clusters Score -7852308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -7852318.500000 Penalty: 5285.521973
	Iteration 99Q: 3 clusters Score -7852318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -7852326.000000 Penalty: 5285.521973
	Iteration 100F: 3 clusters Score -7852326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -7852312.000000 Penalty: 5285.521973
	Iteration 101Q: 3 clusters Score -7852312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -7852315.500000 Penalty: 5285.521973
	Iteration 102Q: 3 clusters Score -7852316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -7852318.000000 Penalty: 5285.521973
	Iteration 103Q: 3 clusters Score -7852318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -7852338.500000 Penalty: 5285.521973
	Iteration 104Q: 3 clusters Score -7852338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -7852342.500000 Penalty: 5285.521973
	Iteration 105Q: 3 clusters Score -7852342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -7852336.000000 Penalty: 5285.521973
	Iteration 106Q: 3 clusters Score -7852336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -7852338.000000 Penalty: 5285.521973
	Iteration 107Q: 3 clusters Score -7852338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -7852335.000000 Penalty: 5285.521973
	Iteration 108Q: 3 clusters Score -7852335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -7852334.000000 Penalty: 5285.521973
	Iteration 109Q: 3 clusters Score -7852334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -7852333.000000 Penalty: 5285.521973
	Iteration 110Q: 3 clusters Score -7852333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -7852325.500000 Penalty: 5285.521973
	Iteration 111Q: 3 clusters Score -7852326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -7852315.500000 Penalty: 5285.521973
	Iteration 112Q: 3 clusters Score -7852316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -7852319.000000 Penalty: 5285.521973
	Iteration 113Q: 3 clusters Score -7852319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -7852316.500000 Penalty: 5285.521973
	Iteration 114Q: 3 clusters Score -7852316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -7852316.500000 Penalty: 5285.521973
	Iteration 115F: 3 clusters Score -7852316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Entering Unmasked Estep 
Score: -8595237.000000 Penalty: 2667.923096
	Iteration 0F: 2 clusters Score -8595237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -8564420.000000 Penalty: 5335.846191
	Iteration 0F: 3 clusters Score -8564420 nChanged 21789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -8576722.000000 Penalty: 5335.846191
	Iteration 1F: 3 clusters Score -8576722 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -8577367.000000 Penalty: 5335.846191
	Iteration 2Q: 3 clusters Score -8577367 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -8578138.000000 Penalty: 5335.846191
	Iteration 3Q: 3 clusters Score -8578138 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -8579249.000000 Penalty: 5335.846191
	Iteration 4Q: 3 clusters Score -8579249 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 31877 members 
Entering Unmasked Estep 
Score: -8581105.000000 Penalty: 5335.846191
	Iteration 5F: 3 clusters Score -8581105 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -8583776.000000 Penalty: 5335.846191
	Iteration 6F: 3 clusters Score -8583776 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 38373 members 
Entering Unmasked Estep 
Score: -8586967.000000 Penalty: 5335.846191
	Iteration 7F: 3 clusters Score -8586967 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -8589818.000000 Penalty: 5335.846191
	Iteration 8F: 3 clusters Score -8589818 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -8591800.000000 Penalty: 5335.846191
	Iteration 9Q: 3 clusters Score -8591800 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -8592786.000000 Penalty: 5335.846191
	Iteration 10Q: 3 clusters Score -8592786 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 43109 members 
Entering Unmasked Estep 
Score: -8593221.000000 Penalty: 5335.846191
	Iteration 11Q: 3 clusters Score -8593221 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -8593487.000000 Penalty: 5335.846191
	Iteration 12Q: 3 clusters Score -8593487 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -8593638.000000 Penalty: 5335.846191
	Iteration 13Q: 3 clusters Score -8593638 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -8593757.000000 Penalty: 5335.846191
	Iteration 14Q: 3 clusters Score -8593757 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -8593797.000000 Penalty: 5335.846191
	Iteration 15Q: 3 clusters Score -8593797 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -8593835.000000 Penalty: 5335.846191
	Iteration 16Q: 3 clusters Score -8593835 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -8593852.000000 Penalty: 5335.846191
	Iteration 17Q: 3 clusters Score -8593852 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -8593857.000000 Penalty: 5335.846191
	Iteration 18Q: 3 clusters Score -8593857 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -8593853.000000 Penalty: 5335.846191
	Iteration 19Q: 3 clusters Score -8593853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -8593869.000000 Penalty: 5335.846191
	Iteration 20F: 3 clusters Score -8593869 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8593879.000000 Penalty: 5335.846191
	Iteration 21Q: 3 clusters Score -8593879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -8593866.000000 Penalty: 5335.846191
	Iteration 22Q: 3 clusters Score -8593866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8593873.000000 Penalty: 5335.846191
	Iteration 23Q: 3 clusters Score -8593873 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -8593852.000000 Penalty: 5335.846191
	Iteration 24Q: 3 clusters Score -8593852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -8593846.000000 Penalty: 5335.846191
	Iteration 25Q: 3 clusters Score -8593846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -8593845.000000 Penalty: 5335.846191
	Iteration 26Q: 3 clusters Score -8593845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -8593842.000000 Penalty: 5335.846191
	Iteration 27Q: 3 clusters Score -8593842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -8593861.000000 Penalty: 5335.846191
	Iteration 28Q: 3 clusters Score -8593861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -8593849.000000 Penalty: 5335.846191
	Iteration 29Q: 3 clusters Score -8593849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -8593838.000000 Penalty: 5335.846191
	Iteration 30Q: 3 clusters Score -8593838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -8593845.000000 Penalty: 5335.846191
	Iteration 31Q: 3 clusters Score -8593845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -8593850.000000 Penalty: 5335.846191
	Iteration 32Q: 3 clusters Score -8593850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8593851.000000 Penalty: 5335.846191
	Iteration 33Q: 3 clusters Score -8593851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -8593855.000000 Penalty: 5335.846191
	Iteration 34Q: 3 clusters Score -8593855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -8593836.000000 Penalty: 5335.846191
	Iteration 35Q: 3 clusters Score -8593836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -8593836.000000 Penalty: 5335.846191
	Iteration 36Q: 3 clusters Score -8593836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -8593825.000000 Penalty: 5335.846191
	Iteration 37Q: 3 clusters Score -8593825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -8593833.000000 Penalty: 5335.846191
	Iteration 38Q: 3 clusters Score -8593833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -8593834.000000 Penalty: 5335.846191
	Iteration 39Q: 3 clusters Score -8593834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -8593830.000000 Penalty: 5335.846191
	Iteration 40F: 3 clusters Score -8593830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -8593823.000000 Penalty: 5335.846191
	Iteration 41Q: 3 clusters Score -8593823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 43870 members 
Entering Unmasked Estep 
Score: -8593823.000000 Penalty: 5335.846191
	Iteration 42Q: 3 clusters Score -8593823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -8593813.000000 Penalty: 5335.846191
	Iteration 43Q: 3 clusters Score -8593813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -8593816.000000 Penalty: 5335.846191
	Iteration 44Q: 3 clusters Score -8593816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -8593806.000000 Penalty: 5335.846191
	Iteration 45Q: 3 clusters Score -8593806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -8593804.000000 Penalty: 5335.846191
	Iteration 46Q: 3 clusters Score -8593804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -8593800.000000 Penalty: 5335.846191
	Iteration 47Q: 3 clusters Score -8593800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -8593801.000000 Penalty: 5335.846191
	Iteration 48Q: 3 clusters Score -8593801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -8593804.000000 Penalty: 5335.846191
	Iteration 49Q: 3 clusters Score -8593804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -8593809.000000 Penalty: 5335.846191
	Iteration 50Q: 3 clusters Score -8593809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8593800.000000 Penalty: 5335.846191
	Iteration 51Q: 3 clusters Score -8593800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -8593802.000000 Penalty: 5335.846191
	Iteration 52Q: 3 clusters Score -8593802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -8593803.000000 Penalty: 5335.846191
	Iteration 53Q: 3 clusters Score -8593803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -8593805.000000 Penalty: 5335.846191
	Iteration 54Q: 3 clusters Score -8593805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -8593809.000000 Penalty: 5335.846191
	Iteration 55Q: 3 clusters Score -8593809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -8593803.000000 Penalty: 5335.846191
	Iteration 56Q: 3 clusters Score -8593803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -8593796.000000 Penalty: 5335.846191
	Iteration 57Q: 3 clusters Score -8593796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -8593796.000000 Penalty: 5335.846191
	Iteration 58Q: 3 clusters Score -8593796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -8593802.000000 Penalty: 5335.846191
	Iteration 59Q: 3 clusters Score -8593802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -8593798.000000 Penalty: 5335.846191
	Iteration 60F: 3 clusters Score -8593798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Entering Unmasked Estep 
Score: -203886.968750 Penalty: 1751.423462
	Iteration 0F: 2 clusters Score -203887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -201927.187500 Penalty: 3502.846924
	Iteration 0F: 3 clusters Score -201927.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -202452.593750 Penalty: 3502.846924
	Iteration 1F: 3 clusters Score -202452.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -202863.953125 Penalty: 3502.846924
	Iteration 2F: 3 clusters Score -202864 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -203299.937500 Penalty: 3502.846924
	Iteration 3F: 3 clusters Score -203299.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -203620.546875 Penalty: 3502.846924
	Iteration 4F: 3 clusters Score -203620.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -203830.062500 Penalty: 3502.846924
	Iteration 5F: 3 clusters Score -203830.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -203897.515625 Penalty: 3502.846924
	Iteration 6Q: 3 clusters Score -203897.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -203930.000000 Penalty: 3502.846924
	Iteration 7Q: 3 clusters Score -203930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -203948.796875 Penalty: 3502.846924
	Iteration 8Q: 3 clusters Score -203948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -203951.421875 Penalty: 3502.846924
	Iteration 9Q: 3 clusters Score -203951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -203951.421875 Penalty: 3502.846924
	Iteration 10F: 3 clusters Score -203951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 42459 members 
Mstep: Class 3 contains 46993 members 
Mstep: Class 4 contains 903 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 46576 members 
Mstep: Class 7 contains 42124 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42339 members 
Mstep: Class 11 contains 49621 members 
Mstep: Class 12 contains 44263 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46633 members 
Mstep: Class 16 contains 42793 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42557 members 
Mstep: Class 19 contains 26741 members 
Mstep: Class 20 contains 40476 members 
Mstep: Class 21 contains 43854 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38671 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45562 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 264 members 
Entering Unmasked Estep 
Score: -126937552.000000 Penalty: 93445.343750
Splitting cluster 4 changes total score from -126939120.000000 to -126937552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Entering Unmasked Estep 
Score: -409002.718750 Penalty: 1925.229370
	Iteration 0F: 2 clusters Score -409002.7 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 1165 members 
Entering Unmasked Estep 
Score: -406153.656250 Penalty: 3850.458740
	Iteration 0F: 3 clusters Score -406153.7 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -406711.468750 Penalty: 3850.458740
	Iteration 1F: 3 clusters Score -406711.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -406872.031250 Penalty: 3850.458740
	Iteration 2F: 3 clusters Score -406872 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -406978.218750 Penalty: 3850.458740
	Iteration 3Q: 3 clusters Score -406978.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -407049.968750 Penalty: 3850.458740
	Iteration 4Q: 3 clusters Score -407050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -407098.406250 Penalty: 3850.458740
	Iteration 5Q: 3 clusters Score -407098.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -407133.343750 Penalty: 3850.458740
	Iteration 6Q: 3 clusters Score -407133.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -407161.031250 Penalty: 3850.458740
	Iteration 7Q: 3 clusters Score -407161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -407181.218750 Penalty: 3850.458740
	Iteration 8Q: 3 clusters Score -407181.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -407201.125000 Penalty: 3850.458740
	Iteration 9Q: 3 clusters Score -407201.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -407217.937500 Penalty: 3850.458740
	Iteration 10Q: 3 clusters Score -407217.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -407232.437500 Penalty: 3850.458740
	Iteration 11Q: 3 clusters Score -407232.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -407243.125000 Penalty: 3850.458740
	Iteration 12Q: 3 clusters Score -407243.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -407255.093750 Penalty: 3850.458740
	Iteration 13Q: 3 clusters Score -407255.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -407260.656250 Penalty: 3850.458740
	Iteration 14Q: 3 clusters Score -407260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -407264.156250 Penalty: 3850.458740
	Iteration 15Q: 3 clusters Score -407264.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -407265.781250 Penalty: 3850.458740
	Iteration 16Q: 3 clusters Score -407265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -407269.343750 Penalty: 3850.458740
	Iteration 17Q: 3 clusters Score -407269.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -407270.812500 Penalty: 3850.458740
	Iteration 18Q: 3 clusters Score -407270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -407272.781250 Penalty: 3850.458740
	Iteration 19Q: 3 clusters Score -407272.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -407275.375000 Penalty: 3850.458740
	Iteration 20F: 3 clusters Score -407275.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -407278.625000 Penalty: 3850.458740
	Iteration 21Q: 3 clusters Score -407278.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -407283.406250 Penalty: 3850.458740
	Iteration 22Q: 3 clusters Score -407283.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -407290.843750 Penalty: 3850.458740
	Iteration 23Q: 3 clusters Score -407290.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -407293.531250 Penalty: 3850.458740
	Iteration 24Q: 3 clusters Score -407293.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -407296.406250 Penalty: 3850.458740
	Iteration 25Q: 3 clusters Score -407296.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -407298.875000 Penalty: 3850.458740
	Iteration 26Q: 3 clusters Score -407298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -407299.218750 Penalty: 3850.458740
	Iteration 27Q: 3 clusters Score -407299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -407299.218750 Penalty: 3850.458740
	Iteration 28Q: 3 clusters Score -407299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -407301.250000 Penalty: 3850.458740
	Iteration 29Q: 3 clusters Score -407301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -407301.437500 Penalty: 3850.458740
	Iteration 30Q: 3 clusters Score -407301.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -407301.437500 Penalty: 3850.458740
	Iteration 31F: 3 clusters Score -407301.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Entering Unmasked Estep 
Score: -8712742.000000 Penalty: 2665.712402
	Iteration 0F: 2 clusters Score -8712742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -8683901.000000 Penalty: 5331.424805
	Iteration 0F: 3 clusters Score -8683901 nChanged 21261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -8695475.000000 Penalty: 5331.424805
	Iteration 1F: 3 clusters Score -8695475 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -8696065.000000 Penalty: 5331.424805
	Iteration 2Q: 3 clusters Score -8696065 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -8696518.000000 Penalty: 5331.424805
	Iteration 3Q: 3 clusters Score -8696518 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -8697027.000000 Penalty: 5331.424805
	Iteration 4Q: 3 clusters Score -8697027 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -8697592.000000 Penalty: 5331.424805
	Iteration 5Q: 3 clusters Score -8697592 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -8698405.000000 Penalty: 5331.424805
	Iteration 6Q: 3 clusters Score -8698405 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -8699596.000000 Penalty: 5331.424805
	Iteration 7F: 3 clusters Score -8699596 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -8701124.000000 Penalty: 5331.424805
	Iteration 8F: 3 clusters Score -8701124 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -8703124.000000 Penalty: 5331.424805
	Iteration 9F: 3 clusters Score -8703124 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -8705390.000000 Penalty: 5331.424805
	Iteration 10F: 3 clusters Score -8705390 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -8707319.000000 Penalty: 5331.424805
	Iteration 11F: 3 clusters Score -8707319 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -8708914.000000 Penalty: 5331.424805
	Iteration 12Q: 3 clusters Score -8708914 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -8709913.000000 Penalty: 5331.424805
	Iteration 13Q: 3 clusters Score -8709913 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -8710312.000000 Penalty: 5331.424805
	Iteration 14Q: 3 clusters Score -8710312 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -8710493.000000 Penalty: 5331.424805
	Iteration 15Q: 3 clusters Score -8710493 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -8710494.000000 Penalty: 5331.424805
	Iteration 16Q: 3 clusters Score -8710494 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -8710517.000000 Penalty: 5331.424805
	Iteration 17Q: 3 clusters Score -8710517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -8710509.000000 Penalty: 5331.424805
	Iteration 18Q: 3 clusters Score -8710509 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -8710543.000000 Penalty: 5331.424805
	Iteration 19Q: 3 clusters Score -8710543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -8710542.000000 Penalty: 5331.424805
	Iteration 20F: 3 clusters Score -8710542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -8710545.000000 Penalty: 5331.424805
	Iteration 21Q: 3 clusters Score -8710545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -8710558.000000 Penalty: 5331.424805
	Iteration 22Q: 3 clusters Score -8710558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -8710565.000000 Penalty: 5331.424805
	Iteration 23Q: 3 clusters Score -8710565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -8710578.000000 Penalty: 5331.424805
	Iteration 24Q: 3 clusters Score -8710578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -8710583.000000 Penalty: 5331.424805
	Iteration 25Q: 3 clusters Score -8710583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -8710584.000000 Penalty: 5331.424805
	Iteration 26Q: 3 clusters Score -8710584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -8710595.000000 Penalty: 5331.424805
	Iteration 27Q: 3 clusters Score -8710595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -8710594.000000 Penalty: 5331.424805
	Iteration 28Q: 3 clusters Score -8710594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -8710593.000000 Penalty: 5331.424805
	Iteration 29Q: 3 clusters Score -8710593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -8710600.000000 Penalty: 5331.424805
	Iteration 30Q: 3 clusters Score -8710600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -8710600.000000 Penalty: 5331.424805
	Iteration 31F: 3 clusters Score -8710600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Entering Unmasked Estep 
Score: -7704806.500000 Penalty: 2640.796387
	Iteration 0F: 2 clusters Score -7704806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -7676447.000000 Penalty: 5281.592773
	Iteration 0F: 3 clusters Score -7676447 nChanged 19302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -7686858.000000 Penalty: 5281.592773
	Iteration 1F: 3 clusters Score -7686858 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -7687332.500000 Penalty: 5281.592773
	Iteration 2Q: 3 clusters Score -7687332 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -7687817.500000 Penalty: 5281.592773
	Iteration 3Q: 3 clusters Score -7687818 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -7688396.000000 Penalty: 5281.592773
	Iteration 4Q: 3 clusters Score -7688396 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -7689238.000000 Penalty: 5281.592773
	Iteration 5Q: 3 clusters Score -7689238 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -7690492.500000 Penalty: 5281.592773
	Iteration 6F: 3 clusters Score -7690492 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -7692654.500000 Penalty: 5281.592773
	Iteration 7F: 3 clusters Score -7692654 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -7695644.500000 Penalty: 5281.592773
	Iteration 8F: 3 clusters Score -7695644 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -7698853.000000 Penalty: 5281.592773
	Iteration 9F: 3 clusters Score -7698853 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7700895.000000 Penalty: 5281.592773
	Iteration 10F: 3 clusters Score -7700895 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -7701888.500000 Penalty: 5281.592773
	Iteration 11Q: 3 clusters Score -7701888 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7702189.000000 Penalty: 5281.592773
	Iteration 12Q: 3 clusters Score -7702189 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7702349.500000 Penalty: 5281.592773
	Iteration 13Q: 3 clusters Score -7702350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7702388.500000 Penalty: 5281.592773
	Iteration 14Q: 3 clusters Score -7702388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7702420.000000 Penalty: 5281.592773
	Iteration 15Q: 3 clusters Score -7702420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -7702444.500000 Penalty: 5281.592773
	Iteration 16Q: 3 clusters Score -7702444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7702464.500000 Penalty: 5281.592773
	Iteration 17Q: 3 clusters Score -7702464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7702471.500000 Penalty: 5281.592773
	Iteration 18Q: 3 clusters Score -7702472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7702477.000000 Penalty: 5281.592773
	Iteration 19Q: 3 clusters Score -7702477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7702477.000000 Penalty: 5281.592773
	Iteration 20F: 3 clusters Score -7702477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Entering Unmasked Estep 
Score: -755266.500000 Penalty: 2064.555664
	Iteration 0F: 2 clusters Score -755266.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -751265.250000 Penalty: 4129.111328
	Iteration 0F: 3 clusters Score -751265.2 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -752126.625000 Penalty: 4129.111328
	Iteration 1F: 3 clusters Score -752126.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -752328.312500 Penalty: 4129.111328
	Iteration 2F: 3 clusters Score -752328.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -752435.125000 Penalty: 4129.111328
	Iteration 3Q: 3 clusters Score -752435.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -752479.937500 Penalty: 4129.111328
	Iteration 4Q: 3 clusters Score -752479.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -752518.062500 Penalty: 4129.111328
	Iteration 5Q: 3 clusters Score -752518.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -752554.625000 Penalty: 4129.111328
	Iteration 6Q: 3 clusters Score -752554.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -752576.375000 Penalty: 4129.111328
	Iteration 7Q: 3 clusters Score -752576.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -752592.500000 Penalty: 4129.111328
	Iteration 8Q: 3 clusters Score -752592.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -752602.937500 Penalty: 4129.111328
	Iteration 9Q: 3 clusters Score -752602.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -752613.375000 Penalty: 4129.111328
	Iteration 10Q: 3 clusters Score -752613.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -752625.125000 Penalty: 4129.111328
	Iteration 11Q: 3 clusters Score -752625.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -752633.500000 Penalty: 4129.111328
	Iteration 12Q: 3 clusters Score -752633.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -752640.937500 Penalty: 4129.111328
	Iteration 13Q: 3 clusters Score -752640.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -752650.437500 Penalty: 4129.111328
	Iteration 14Q: 3 clusters Score -752650.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -752658.062500 Penalty: 4129.111328
	Iteration 15Q: 3 clusters Score -752658.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -752660.500000 Penalty: 4129.111328
	Iteration 16Q: 3 clusters Score -752660.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -752664.625000 Penalty: 4129.111328
	Iteration 17Q: 3 clusters Score -752664.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -752667.750000 Penalty: 4129.111328
	Iteration 18Q: 3 clusters Score -752667.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -752670.875000 Penalty: 4129.111328
	Iteration 19Q: 3 clusters Score -752670.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -752673.812500 Penalty: 4129.111328
	Iteration 20F: 3 clusters Score -752673.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -752678.625000 Penalty: 4129.111328
	Iteration 21Q: 3 clusters Score -752678.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -752681.812500 Penalty: 4129.111328
	Iteration 22Q: 3 clusters Score -752681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -752684.375000 Penalty: 4129.111328
	Iteration 23Q: 3 clusters Score -752684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -752686.375000 Penalty: 4129.111328
	Iteration 24Q: 3 clusters Score -752686.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -752685.937500 Penalty: 4129.111328
	Iteration 25Q: 3 clusters Score -752685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -752687.250000 Penalty: 4129.111328
	Iteration 26Q: 3 clusters Score -752687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -752687.187500 Penalty: 4129.111328
	Iteration 27Q: 3 clusters Score -752687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -752686.750000 Penalty: 4129.111328
	Iteration 28Q: 3 clusters Score -752686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -752687.937500 Penalty: 4129.111328
	Iteration 29Q: 3 clusters Score -752687.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -752689.125000 Penalty: 4129.111328
	Iteration 30Q: 3 clusters Score -752689.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -752691.250000 Penalty: 4129.111328
	Iteration 31Q: 3 clusters Score -752691.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -752692.750000 Penalty: 4129.111328
	Iteration 32Q: 3 clusters Score -752692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -752691.687500 Penalty: 4129.111328
	Iteration 33Q: 3 clusters Score -752691.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -752692.937500 Penalty: 4129.111328
	Iteration 34Q: 3 clusters Score -752692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -752694.187500 Penalty: 4129.111328
	Iteration 35Q: 3 clusters Score -752694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -752695.125000 Penalty: 4129.111328
	Iteration 36Q: 3 clusters Score -752695.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -752697.125000 Penalty: 4129.111328
	Iteration 37Q: 3 clusters Score -752697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -752699.437500 Penalty: 4129.111328
	Iteration 38Q: 3 clusters Score -752699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -752697.937500 Penalty: 4129.111328
	Iteration 39Q: 3 clusters Score -752697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -752699.000000 Penalty: 4129.111328
	Iteration 40F: 3 clusters Score -752699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -752698.562500 Penalty: 4129.111328
	Iteration 41Q: 3 clusters Score -752698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -752700.687500 Penalty: 4129.111328
	Iteration 42Q: 3 clusters Score -752700.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -752701.937500 Penalty: 4129.111328
	Iteration 43Q: 3 clusters Score -752701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -752701.500000 Penalty: 4129.111328
	Iteration 44Q: 3 clusters Score -752701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -752703.250000 Penalty: 4129.111328
	Iteration 45Q: 3 clusters Score -752703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -752702.500000 Penalty: 4129.111328
	Iteration 46Q: 3 clusters Score -752702.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -752702.375000 Penalty: 4129.111328
	Iteration 47Q: 3 clusters Score -752702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -752703.187500 Penalty: 4129.111328
	Iteration 48Q: 3 clusters Score -752703.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -752703.250000 Penalty: 4129.111328
	Iteration 49Q: 3 clusters Score -752703.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -752703.250000 Penalty: 4129.111328
	Iteration 50F: 3 clusters Score -752703.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -75685.757812 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -75685.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -74232.414062 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -74232.41 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74495.437500 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -74495.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -74642.460938 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -74642.46 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -74854.906250 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -74854.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74964.093750 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -74964.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75015.140625 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -75015.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75043.242188 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -75043.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75051.929688 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -75051.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75054.328125 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -75054.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -75056.687500 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -75056.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75061.429688 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -75061.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75061.429688 Penalty: 3077.460693
	Iteration 11F: 3 clusters Score -75061.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Entering Unmasked Estep 
Score: -7833954.000000 Penalty: 2642.059082
	Iteration 0F: 2 clusters Score -7833954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -7805692.000000 Penalty: 5284.118164
	Iteration 0F: 3 clusters Score -7805692 nChanged 19482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -7816861.500000 Penalty: 5284.118164
	Iteration 1F: 3 clusters Score -7816862 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -7818012.000000 Penalty: 5284.118164
	Iteration 2Q: 3 clusters Score -7818012 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -7819488.500000 Penalty: 5284.118164
	Iteration 3F: 3 clusters Score -7819488 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -7821092.000000 Penalty: 5284.118164
	Iteration 4F: 3 clusters Score -7821092 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -7822847.000000 Penalty: 5284.118164
	Iteration 5F: 3 clusters Score -7822847 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -7824842.000000 Penalty: 5284.118164
	Iteration 6F: 3 clusters Score -7824842 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -7826805.500000 Penalty: 5284.118164
	Iteration 7F: 3 clusters Score -7826806 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -7828567.500000 Penalty: 5284.118164
	Iteration 8F: 3 clusters Score -7828568 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -7829613.000000 Penalty: 5284.118164
	Iteration 9Q: 3 clusters Score -7829613 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -7830244.500000 Penalty: 5284.118164
	Iteration 10Q: 3 clusters Score -7830244 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -7830719.500000 Penalty: 5284.118164
	Iteration 11Q: 3 clusters Score -7830720 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -7831073.000000 Penalty: 5284.118164
	Iteration 12Q: 3 clusters Score -7831073 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -7831339.500000 Penalty: 5284.118164
	Iteration 13Q: 3 clusters Score -7831340 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -7831539.500000 Penalty: 5284.118164
	Iteration 14Q: 3 clusters Score -7831540 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -7831693.000000 Penalty: 5284.118164
	Iteration 15Q: 3 clusters Score -7831693 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -7831789.000000 Penalty: 5284.118164
	Iteration 16Q: 3 clusters Score -7831789 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -7831838.000000 Penalty: 5284.118164
	Iteration 17Q: 3 clusters Score -7831838 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -7831926.000000 Penalty: 5284.118164
	Iteration 18Q: 3 clusters Score -7831926 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -7831981.000000 Penalty: 5284.118164
	Iteration 19Q: 3 clusters Score -7831981 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -7832063.500000 Penalty: 5284.118164
	Iteration 20F: 3 clusters Score -7832064 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -7832097.500000 Penalty: 5284.118164
	Iteration 21Q: 3 clusters Score -7832098 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -7832149.500000 Penalty: 5284.118164
	Iteration 22Q: 3 clusters Score -7832150 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -7832204.500000 Penalty: 5284.118164
	Iteration 23Q: 3 clusters Score -7832204 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -7832234.500000 Penalty: 5284.118164
	Iteration 24Q: 3 clusters Score -7832234 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -7832273.000000 Penalty: 5284.118164
	Iteration 25Q: 3 clusters Score -7832273 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -7832298.000000 Penalty: 5284.118164
	Iteration 26Q: 3 clusters Score -7832298 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -7832346.000000 Penalty: 5284.118164
	Iteration 27Q: 3 clusters Score -7832346 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -7832384.000000 Penalty: 5284.118164
	Iteration 28Q: 3 clusters Score -7832384 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -7832379.500000 Penalty: 5284.118164
	Iteration 29Q: 3 clusters Score -7832380 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -7832393.000000 Penalty: 5284.118164
	Iteration 30Q: 3 clusters Score -7832393 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -7832420.000000 Penalty: 5284.118164
	Iteration 31Q: 3 clusters Score -7832420 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -7832482.500000 Penalty: 5284.118164
	Iteration 32Q: 3 clusters Score -7832482 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -7832518.000000 Penalty: 5284.118164
	Iteration 33Q: 3 clusters Score -7832518 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -7832556.000000 Penalty: 5284.118164
	Iteration 34Q: 3 clusters Score -7832556 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -7832593.500000 Penalty: 5284.118164
	Iteration 35Q: 3 clusters Score -7832594 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -7832635.000000 Penalty: 5284.118164
	Iteration 36Q: 3 clusters Score -7832635 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -7832674.500000 Penalty: 5284.118164
	Iteration 37Q: 3 clusters Score -7832674 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -7832686.000000 Penalty: 5284.118164
	Iteration 38Q: 3 clusters Score -7832686 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -7832724.000000 Penalty: 5284.118164
	Iteration 39Q: 3 clusters Score -7832724 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -7832754.000000 Penalty: 5284.118164
	Iteration 40F: 3 clusters Score -7832754 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -7832783.500000 Penalty: 5284.118164
	Iteration 41Q: 3 clusters Score -7832784 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -7832837.500000 Penalty: 5284.118164
	Iteration 42Q: 3 clusters Score -7832838 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -7832876.000000 Penalty: 5284.118164
	Iteration 43Q: 3 clusters Score -7832876 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -7832916.500000 Penalty: 5284.118164
	Iteration 44Q: 3 clusters Score -7832916 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -7832978.500000 Penalty: 5284.118164
	Iteration 45Q: 3 clusters Score -7832978 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -7833012.000000 Penalty: 5284.118164
	Iteration 46Q: 3 clusters Score -7833012 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -7833013.500000 Penalty: 5284.118164
	Iteration 47Q: 3 clusters Score -7833014 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -7833008.500000 Penalty: 5284.118164
	Iteration 48Q: 3 clusters Score -7833008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -7833029.500000 Penalty: 5284.118164
	Iteration 49Q: 3 clusters Score -7833030 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -7833024.500000 Penalty: 5284.118164
	Iteration 50Q: 3 clusters Score -7833024 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -7833021.000000 Penalty: 5284.118164
	Iteration 51Q: 3 clusters Score -7833021 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -7833038.500000 Penalty: 5284.118164
	Iteration 52Q: 3 clusters Score -7833038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -7833048.500000 Penalty: 5284.118164
	Iteration 53Q: 3 clusters Score -7833048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -7833059.500000 Penalty: 5284.118164
	Iteration 54Q: 3 clusters Score -7833060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -7833074.500000 Penalty: 5284.118164
	Iteration 55Q: 3 clusters Score -7833074 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -7833100.500000 Penalty: 5284.118164
	Iteration 56Q: 3 clusters Score -7833100 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -7833113.500000 Penalty: 5284.118164
	Iteration 57Q: 3 clusters Score -7833114 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -7833108.500000 Penalty: 5284.118164
	Iteration 58Q: 3 clusters Score -7833108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -7833101.500000 Penalty: 5284.118164
	Iteration 59Q: 3 clusters Score -7833102 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -7833105.000000 Penalty: 5284.118164
	Iteration 60F: 3 clusters Score -7833105 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -7833118.500000 Penalty: 5284.118164
	Iteration 61Q: 3 clusters Score -7833118 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -7833117.500000 Penalty: 5284.118164
	Iteration 62Q: 3 clusters Score -7833118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -7833149.000000 Penalty: 5284.118164
	Iteration 63Q: 3 clusters Score -7833149 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -7833162.000000 Penalty: 5284.118164
	Iteration 64Q: 3 clusters Score -7833162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -7833183.500000 Penalty: 5284.118164
	Iteration 65Q: 3 clusters Score -7833184 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -7833182.500000 Penalty: 5284.118164
	Iteration 66Q: 3 clusters Score -7833182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -7833182.000000 Penalty: 5284.118164
	Iteration 67Q: 3 clusters Score -7833182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -7833172.500000 Penalty: 5284.118164
	Iteration 68Q: 3 clusters Score -7833172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -7833196.500000 Penalty: 5284.118164
	Iteration 69Q: 3 clusters Score -7833196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -7833189.000000 Penalty: 5284.118164
	Iteration 70Q: 3 clusters Score -7833189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -7833186.000000 Penalty: 5284.118164
	Iteration 71Q: 3 clusters Score -7833186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -7833193.500000 Penalty: 5284.118164
	Iteration 72Q: 3 clusters Score -7833194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -7833216.500000 Penalty: 5284.118164
	Iteration 73Q: 3 clusters Score -7833216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -7833205.000000 Penalty: 5284.118164
	Iteration 74Q: 3 clusters Score -7833205 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -7833233.500000 Penalty: 5284.118164
	Iteration 75Q: 3 clusters Score -7833234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -7833235.500000 Penalty: 5284.118164
	Iteration 76Q: 3 clusters Score -7833236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -7833249.500000 Penalty: 5284.118164
	Iteration 77Q: 3 clusters Score -7833250 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -7833242.000000 Penalty: 5284.118164
	Iteration 78Q: 3 clusters Score -7833242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -7833251.000000 Penalty: 5284.118164
	Iteration 79Q: 3 clusters Score -7833251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -7833244.500000 Penalty: 5284.118164
	Iteration 80F: 3 clusters Score -7833244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -7833261.000000 Penalty: 5284.118164
	Iteration 81Q: 3 clusters Score -7833261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -7833275.500000 Penalty: 5284.118164
	Iteration 82Q: 3 clusters Score -7833276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -7833276.500000 Penalty: 5284.118164
	Iteration 83Q: 3 clusters Score -7833276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -7833281.000000 Penalty: 5284.118164
	Iteration 84Q: 3 clusters Score -7833281 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -7833277.000000 Penalty: 5284.118164
	Iteration 85Q: 3 clusters Score -7833277 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -7833276.500000 Penalty: 5284.118164
	Iteration 86Q: 3 clusters Score -7833276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -7833281.500000 Penalty: 5284.118164
	Iteration 87Q: 3 clusters Score -7833282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38076 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -7833294.000000 Penalty: 5284.118164
	Iteration 88Q: 3 clusters Score -7833294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -7833288.000000 Penalty: 5284.118164
	Iteration 89Q: 3 clusters Score -7833288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -7833298.000000 Penalty: 5284.118164
	Iteration 90Q: 3 clusters Score -7833298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -7833293.500000 Penalty: 5284.118164
	Iteration 91Q: 3 clusters Score -7833294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -7833310.000000 Penalty: 5284.118164
	Iteration 92Q: 3 clusters Score -7833310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -7833297.500000 Penalty: 5284.118164
	Iteration 93Q: 3 clusters Score -7833298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -7833310.000000 Penalty: 5284.118164
	Iteration 94Q: 3 clusters Score -7833310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -7833299.000000 Penalty: 5284.118164
	Iteration 95Q: 3 clusters Score -7833299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -7833309.500000 Penalty: 5284.118164
	Iteration 96Q: 3 clusters Score -7833310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -7833301.500000 Penalty: 5284.118164
	Iteration 97Q: 3 clusters Score -7833302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -7833310.500000 Penalty: 5284.118164
	Iteration 98Q: 3 clusters Score -7833310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7833306.000000 Penalty: 5284.118164
	Iteration 99Q: 3 clusters Score -7833306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -7833298.000000 Penalty: 5284.118164
	Iteration 100F: 3 clusters Score -7833298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -7833295.000000 Penalty: 5284.118164
	Iteration 101Q: 3 clusters Score -7833295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -7833286.500000 Penalty: 5284.118164
	Iteration 102Q: 3 clusters Score -7833286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -7833292.000000 Penalty: 5284.118164
	Iteration 103Q: 3 clusters Score -7833292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -7833293.500000 Penalty: 5284.118164
	Iteration 104Q: 3 clusters Score -7833294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -7833304.500000 Penalty: 5284.118164
	Iteration 105Q: 3 clusters Score -7833304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -7833304.500000 Penalty: 5284.118164
	Iteration 106Q: 3 clusters Score -7833304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -7833296.500000 Penalty: 5284.118164
	Iteration 107Q: 3 clusters Score -7833296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -7833293.500000 Penalty: 5284.118164
	Iteration 108Q: 3 clusters Score -7833294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -7833285.500000 Penalty: 5284.118164
	Iteration 109Q: 3 clusters Score -7833286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -7833283.000000 Penalty: 5284.118164
	Iteration 110Q: 3 clusters Score -7833283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -7833285.500000 Penalty: 5284.118164
	Iteration 111Q: 3 clusters Score -7833286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -7833278.500000 Penalty: 5284.118164
	Iteration 112Q: 3 clusters Score -7833278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7833278.000000 Penalty: 5284.118164
	Iteration 113Q: 3 clusters Score -7833278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -7833275.500000 Penalty: 5284.118164
	Iteration 114Q: 3 clusters Score -7833276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -7833283.500000 Penalty: 5284.118164
	Iteration 115Q: 3 clusters Score -7833284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -7833279.500000 Penalty: 5284.118164
	Iteration 116Q: 3 clusters Score -7833280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7833286.500000 Penalty: 5284.118164
	Iteration 117Q: 3 clusters Score -7833286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7833286.500000 Penalty: 5284.118164
	Iteration 118F: 3 clusters Score -7833286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Entering Unmasked Estep 
Score: -9307456.000000 Penalty: 2681.417969
	Iteration 0F: 2 clusters Score -9307456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -9278125.000000 Penalty: 5362.835938
	Iteration 0F: 3 clusters Score -9278125 nChanged 22958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -9290724.000000 Penalty: 5362.835938
	Iteration 1F: 3 clusters Score -9290724 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -9291301.000000 Penalty: 5362.835938
	Iteration 2Q: 3 clusters Score -9291301 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -9291939.000000 Penalty: 5362.835938
	Iteration 3Q: 3 clusters Score -9291939 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -9292855.000000 Penalty: 5362.835938
	Iteration 4Q: 3 clusters Score -9292855 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -9294084.000000 Penalty: 5362.835938
	Iteration 5F: 3 clusters Score -9294084 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -9295812.000000 Penalty: 5362.835938
	Iteration 6F: 3 clusters Score -9295812 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -9298104.000000 Penalty: 5362.835938
	Iteration 7F: 3 clusters Score -9298104 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -9300644.000000 Penalty: 5362.835938
	Iteration 8F: 3 clusters Score -9300644 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -9302695.000000 Penalty: 5362.835938
	Iteration 9F: 3 clusters Score -9302695 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -9304131.000000 Penalty: 5362.835938
	Iteration 10Q: 3 clusters Score -9304131 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -9305082.000000 Penalty: 5362.835938
	Iteration 11Q: 3 clusters Score -9305082 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -9305548.000000 Penalty: 5362.835938
	Iteration 12Q: 3 clusters Score -9305548 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -9305807.000000 Penalty: 5362.835938
	Iteration 13Q: 3 clusters Score -9305807 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -9305845.000000 Penalty: 5362.835938
	Iteration 14Q: 3 clusters Score -9305845 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -9305905.000000 Penalty: 5362.835938
	Iteration 15Q: 3 clusters Score -9305905 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -9305924.000000 Penalty: 5362.835938
	Iteration 16Q: 3 clusters Score -9305924 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -9305938.000000 Penalty: 5362.835938
	Iteration 17Q: 3 clusters Score -9305938 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9305884.000000 Penalty: 5362.835938
	Iteration 18Q: 3 clusters Score -9305884 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9305847.000000 Penalty: 5362.835938
	Iteration 19Q: 3 clusters Score -9305847 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9305862.000000 Penalty: 5362.835938
	Iteration 20F: 3 clusters Score -9305862 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48204 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9305820.000000 Penalty: 5362.835938
	Iteration 21Q: 3 clusters Score -9305820 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9305734.000000 Penalty: 5362.835938
	Iteration 22Q: 3 clusters Score -9305734 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -9305709.000000 Penalty: 5362.835938
	Iteration 23Q: 3 clusters Score -9305709 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9305638.000000 Penalty: 5362.835938
	Iteration 24Q: 3 clusters Score -9305638 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9305635.000000 Penalty: 5362.835938
	Iteration 25Q: 3 clusters Score -9305635 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9305624.000000 Penalty: 5362.835938
	Iteration 26Q: 3 clusters Score -9305624 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9305610.000000 Penalty: 5362.835938
	Iteration 27Q: 3 clusters Score -9305610 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9305606.000000 Penalty: 5362.835938
	Iteration 28Q: 3 clusters Score -9305606 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9305629.000000 Penalty: 5362.835938
	Iteration 29Q: 3 clusters Score -9305629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9305598.000000 Penalty: 5362.835938
	Iteration 30Q: 3 clusters Score -9305598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9305615.000000 Penalty: 5362.835938
	Iteration 31Q: 3 clusters Score -9305615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9305616.000000 Penalty: 5362.835938
	Iteration 32Q: 3 clusters Score -9305616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9305629.000000 Penalty: 5362.835938
	Iteration 33Q: 3 clusters Score -9305629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9305634.000000 Penalty: 5362.835938
	Iteration 34Q: 3 clusters Score -9305634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9305629.000000 Penalty: 5362.835938
	Iteration 35Q: 3 clusters Score -9305629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9305617.000000 Penalty: 5362.835938
	Iteration 36Q: 3 clusters Score -9305617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9305611.000000 Penalty: 5362.835938
	Iteration 37Q: 3 clusters Score -9305611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9305612.000000 Penalty: 5362.835938
	Iteration 38Q: 3 clusters Score -9305612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9305603.000000 Penalty: 5362.835938
	Iteration 39Q: 3 clusters Score -9305603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9305595.000000 Penalty: 5362.835938
	Iteration 40F: 3 clusters Score -9305595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9305598.000000 Penalty: 5362.835938
	Iteration 41Q: 3 clusters Score -9305598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9305587.000000 Penalty: 5362.835938
	Iteration 42Q: 3 clusters Score -9305587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9305586.000000 Penalty: 5362.835938
	Iteration 43Q: 3 clusters Score -9305586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49003 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9305578.000000 Penalty: 5362.835938
	Iteration 44Q: 3 clusters Score -9305578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9305586.000000 Penalty: 5362.835938
	Iteration 45Q: 3 clusters Score -9305586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9305591.000000 Penalty: 5362.835938
	Iteration 46Q: 3 clusters Score -9305591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9305585.000000 Penalty: 5362.835938
	Iteration 47Q: 3 clusters Score -9305585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9305603.000000 Penalty: 5362.835938
	Iteration 48Q: 3 clusters Score -9305603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9305601.000000 Penalty: 5362.835938
	Iteration 49Q: 3 clusters Score -9305601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9305591.000000 Penalty: 5362.835938
	Iteration 50Q: 3 clusters Score -9305591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9305593.000000 Penalty: 5362.835938
	Iteration 51Q: 3 clusters Score -9305593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9305593.000000 Penalty: 5362.835938
	Iteration 52Q: 3 clusters Score -9305593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9305593.000000 Penalty: 5362.835938
	Iteration 53Q: 3 clusters Score -9305593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9305592.000000 Penalty: 5362.835938
	Iteration 54Q: 3 clusters Score -9305592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9305592.000000 Penalty: 5362.835938
	Iteration 55F: 3 clusters Score -9305592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Entering Unmasked Estep 
Score: -8206784.000000 Penalty: 2653.080322
	Iteration 0F: 2 clusters Score -8206784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -8177514.500000 Penalty: 5306.160645
	Iteration 0F: 3 clusters Score -8177514 nChanged 20186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -8188729.000000 Penalty: 5306.160645
	Iteration 1F: 3 clusters Score -8188729 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -8189509.500000 Penalty: 5306.160645
	Iteration 2Q: 3 clusters Score -8189510 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -8190489.000000 Penalty: 5306.160645
	Iteration 3Q: 3 clusters Score -8190489 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -8191628.000000 Penalty: 5306.160645
	Iteration 4Q: 3 clusters Score -8191628 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -8193093.000000 Penalty: 5306.160645
	Iteration 5F: 3 clusters Score -8193093 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -8194927.500000 Penalty: 5306.160645
	Iteration 6F: 3 clusters Score -8194928 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -8196896.000000 Penalty: 5306.160645
	Iteration 7F: 3 clusters Score -8196896 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -8198802.000000 Penalty: 5306.160645
	Iteration 8F: 3 clusters Score -8198802 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -8200380.000000 Penalty: 5306.160645
	Iteration 9Q: 3 clusters Score -8200380 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -8201641.500000 Penalty: 5306.160645
	Iteration 10Q: 3 clusters Score -8201642 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -8202460.500000 Penalty: 5306.160645
	Iteration 11Q: 3 clusters Score -8202460 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -8203061.000000 Penalty: 5306.160645
	Iteration 12Q: 3 clusters Score -8203061 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8203534.000000 Penalty: 5306.160645
	Iteration 13Q: 3 clusters Score -8203534 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -8203812.000000 Penalty: 5306.160645
	Iteration 14Q: 3 clusters Score -8203812 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8204019.000000 Penalty: 5306.160645
	Iteration 15Q: 3 clusters Score -8204019 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8204189.500000 Penalty: 5306.160645
	Iteration 16Q: 3 clusters Score -8204190 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8204298.000000 Penalty: 5306.160645
	Iteration 17Q: 3 clusters Score -8204298 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8204361.500000 Penalty: 5306.160645
	Iteration 18Q: 3 clusters Score -8204362 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8204400.500000 Penalty: 5306.160645
	Iteration 19Q: 3 clusters Score -8204400 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8204422.000000 Penalty: 5306.160645
	Iteration 20F: 3 clusters Score -8204422 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8204446.500000 Penalty: 5306.160645
	Iteration 21Q: 3 clusters Score -8204446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8204461.000000 Penalty: 5306.160645
	Iteration 22Q: 3 clusters Score -8204461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8204475.000000 Penalty: 5306.160645
	Iteration 23Q: 3 clusters Score -8204475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8204482.500000 Penalty: 5306.160645
	Iteration 24Q: 3 clusters Score -8204482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8204495.000000 Penalty: 5306.160645
	Iteration 25Q: 3 clusters Score -8204495 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8204522.500000 Penalty: 5306.160645
	Iteration 26Q: 3 clusters Score -8204522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8204531.500000 Penalty: 5306.160645
	Iteration 27Q: 3 clusters Score -8204532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8204526.500000 Penalty: 5306.160645
	Iteration 28Q: 3 clusters Score -8204526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8204528.000000 Penalty: 5306.160645
	Iteration 29Q: 3 clusters Score -8204528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8204549.500000 Penalty: 5306.160645
	Iteration 30Q: 3 clusters Score -8204550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8204570.000000 Penalty: 5306.160645
	Iteration 31Q: 3 clusters Score -8204570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8204570.000000 Penalty: 5306.160645
	Iteration 32Q: 3 clusters Score -8204570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8204586.000000 Penalty: 5306.160645
	Iteration 33Q: 3 clusters Score -8204586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8204597.500000 Penalty: 5306.160645
	Iteration 34Q: 3 clusters Score -8204598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8204610.500000 Penalty: 5306.160645
	Iteration 35Q: 3 clusters Score -8204610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8204613.500000 Penalty: 5306.160645
	Iteration 36Q: 3 clusters Score -8204614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8204610.500000 Penalty: 5306.160645
	Iteration 37Q: 3 clusters Score -8204610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8204608.500000 Penalty: 5306.160645
	Iteration 38Q: 3 clusters Score -8204608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8204609.500000 Penalty: 5306.160645
	Iteration 39Q: 3 clusters Score -8204610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8204618.500000 Penalty: 5306.160645
	Iteration 40F: 3 clusters Score -8204618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8204621.000000 Penalty: 5306.160645
	Iteration 41Q: 3 clusters Score -8204621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8204625.500000 Penalty: 5306.160645
	Iteration 42Q: 3 clusters Score -8204626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8204629.500000 Penalty: 5306.160645
	Iteration 43Q: 3 clusters Score -8204630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8204629.000000 Penalty: 5306.160645
	Iteration 44Q: 3 clusters Score -8204629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8204629.000000 Penalty: 5306.160645
	Iteration 45F: 3 clusters Score -8204629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -79981.859375 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -79981.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -78634.554688 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -78634.55 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -78783.250000 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -78783.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -78873.976562 Penalty: 2931.755127
	Iteration 2F: 3 clusters Score -78873.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -78984.820312 Penalty: 2931.755127
	Iteration 3Q: 3 clusters Score -78984.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -79029.812500 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -79029.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -79080.046875 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -79080.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -79170.625000 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -79170.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -79222.312500 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -79222.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -79303.539062 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -79303.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -79378.421875 Penalty: 2931.755127
	Iteration 9Q: 3 clusters Score -79378.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -79442.773438 Penalty: 2931.755127
	Iteration 10Q: 3 clusters Score -79442.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -79510.500000 Penalty: 2931.755127
	Iteration 11Q: 3 clusters Score -79510.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -79566.617188 Penalty: 2931.755127
	Iteration 12Q: 3 clusters Score -79566.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -79591.070312 Penalty: 2931.755127
	Iteration 13Q: 3 clusters Score -79591.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -79602.898438 Penalty: 2931.755127
	Iteration 14Q: 3 clusters Score -79602.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -79612.281250 Penalty: 2931.755127
	Iteration 15F: 3 clusters Score -79612.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -79706.851562 Penalty: 2931.755127
	Iteration 16Q: 3 clusters Score -79706.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -79741.929688 Penalty: 2931.755127
	Iteration 17Q: 3 clusters Score -79741.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -79755.929688 Penalty: 2931.755127
	Iteration 18Q: 3 clusters Score -79755.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -79755.929688 Penalty: 2931.755127
	Iteration 19F: 3 clusters Score -79755.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -138228.218750 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -138228.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -136441.093750 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -136441.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -136804.203125 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -136804.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -136983.609375 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -136983.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -137131.578125 Penalty: 3327.814941
	Iteration 3Q: 3 clusters Score -137131.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -137230.906250 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -137230.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -137298.390625 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -137298.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -137353.109375 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -137353.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -137408.484375 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -137408.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -137434.921875 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -137434.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -137458.500000 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -137458.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -137480.953125 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -137481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -137486.625000 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -137486.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -137493.796875 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -137493.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -137501.359375 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -137501.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -137510.484375 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -137510.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -137515.625000 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -137515.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -137522.109375 Penalty: 3327.814941
	Iteration 16Q: 3 clusters Score -137522.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -137523.343750 Penalty: 3327.814941
	Iteration 17Q: 3 clusters Score -137523.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -137531.453125 Penalty: 3327.814941
	Iteration 18Q: 3 clusters Score -137531.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -137539.265625 Penalty: 3327.814941
	Iteration 19Q: 3 clusters Score -137539.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -137548.875000 Penalty: 3327.814941
	Iteration 20F: 3 clusters Score -137548.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -137559.437500 Penalty: 3327.814941
	Iteration 21Q: 3 clusters Score -137559.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -137565.187500 Penalty: 3327.814941
	Iteration 22Q: 3 clusters Score -137565.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -137572.890625 Penalty: 3327.814941
	Iteration 23Q: 3 clusters Score -137572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -137583.546875 Penalty: 3327.814941
	Iteration 24Q: 3 clusters Score -137583.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -137590.546875 Penalty: 3327.814941
	Iteration 25Q: 3 clusters Score -137590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -137598.250000 Penalty: 3327.814941
	Iteration 26Q: 3 clusters Score -137598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -137608.531250 Penalty: 3327.814941
	Iteration 27Q: 3 clusters Score -137608.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -137615.234375 Penalty: 3327.814941
	Iteration 28Q: 3 clusters Score -137615.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -137615.234375 Penalty: 3327.814941
	Iteration 29F: 3 clusters Score -137615.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Entering Unmasked Estep 
Score: -8648493.000000 Penalty: 2666.015869
	Iteration 0F: 2 clusters Score -8648493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -8618291.000000 Penalty: 5332.031738
	Iteration 0F: 3 clusters Score -8618291 nChanged 21381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -8630240.000000 Penalty: 5332.031738
	Iteration 1F: 3 clusters Score -8630240 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -8630771.000000 Penalty: 5332.031738
	Iteration 2Q: 3 clusters Score -8630771 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -8631305.000000 Penalty: 5332.031738
	Iteration 3Q: 3 clusters Score -8631305 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -8632048.000000 Penalty: 5332.031738
	Iteration 4Q: 3 clusters Score -8632048 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -8632978.000000 Penalty: 5332.031738
	Iteration 5Q: 3 clusters Score -8632978 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -8634435.000000 Penalty: 5332.031738
	Iteration 6F: 3 clusters Score -8634435 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -8636443.000000 Penalty: 5332.031738
	Iteration 7F: 3 clusters Score -8636443 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -8638931.000000 Penalty: 5332.031738
	Iteration 8F: 3 clusters Score -8638931 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -8641468.000000 Penalty: 5332.031738
	Iteration 9F: 3 clusters Score -8641468 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -8643322.000000 Penalty: 5332.031738
	Iteration 10Q: 3 clusters Score -8643322 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -8644273.000000 Penalty: 5332.031738
	Iteration 11Q: 3 clusters Score -8644273 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -8644778.000000 Penalty: 5332.031738
	Iteration 12Q: 3 clusters Score -8644778 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -8645077.000000 Penalty: 5332.031738
	Iteration 13Q: 3 clusters Score -8645077 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -8645274.000000 Penalty: 5332.031738
	Iteration 14Q: 3 clusters Score -8645274 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -8645407.000000 Penalty: 5332.031738
	Iteration 15Q: 3 clusters Score -8645407 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -8645545.000000 Penalty: 5332.031738
	Iteration 16Q: 3 clusters Score -8645545 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -8645656.000000 Penalty: 5332.031738
	Iteration 17Q: 3 clusters Score -8645656 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -8645770.000000 Penalty: 5332.031738
	Iteration 18Q: 3 clusters Score -8645770 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -8645827.000000 Penalty: 5332.031738
	Iteration 19Q: 3 clusters Score -8645827 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -8645929.000000 Penalty: 5332.031738
	Iteration 20F: 3 clusters Score -8645929 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -8645987.000000 Penalty: 5332.031738
	Iteration 21Q: 3 clusters Score -8645987 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -8646051.000000 Penalty: 5332.031738
	Iteration 22Q: 3 clusters Score -8646051 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -8646074.000000 Penalty: 5332.031738
	Iteration 23Q: 3 clusters Score -8646074 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -8646103.000000 Penalty: 5332.031738
	Iteration 24Q: 3 clusters Score -8646103 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -8646164.000000 Penalty: 5332.031738
	Iteration 25Q: 3 clusters Score -8646164 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -8646211.000000 Penalty: 5332.031738
	Iteration 26Q: 3 clusters Score -8646211 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -8646254.000000 Penalty: 5332.031738
	Iteration 27Q: 3 clusters Score -8646254 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -8646276.000000 Penalty: 5332.031738
	Iteration 28Q: 3 clusters Score -8646276 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -8646290.000000 Penalty: 5332.031738
	Iteration 29Q: 3 clusters Score -8646290 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8646308.000000 Penalty: 5332.031738
	Iteration 30Q: 3 clusters Score -8646308 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -8646313.000000 Penalty: 5332.031738
	Iteration 31Q: 3 clusters Score -8646313 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -8646321.000000 Penalty: 5332.031738
	Iteration 32Q: 3 clusters Score -8646321 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8646332.000000 Penalty: 5332.031738
	Iteration 33Q: 3 clusters Score -8646332 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -8646354.000000 Penalty: 5332.031738
	Iteration 34Q: 3 clusters Score -8646354 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -8646335.000000 Penalty: 5332.031738
	Iteration 35Q: 3 clusters Score -8646335 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -8646350.000000 Penalty: 5332.031738
	Iteration 36Q: 3 clusters Score -8646350 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -8646355.000000 Penalty: 5332.031738
	Iteration 37Q: 3 clusters Score -8646355 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -8646350.000000 Penalty: 5332.031738
	Iteration 38Q: 3 clusters Score -8646350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -8646383.000000 Penalty: 5332.031738
	Iteration 39Q: 3 clusters Score -8646383 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -8646389.000000 Penalty: 5332.031738
	Iteration 40F: 3 clusters Score -8646389 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8646391.000000 Penalty: 5332.031738
	Iteration 41Q: 3 clusters Score -8646391 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -8646398.000000 Penalty: 5332.031738
	Iteration 42Q: 3 clusters Score -8646398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -8646407.000000 Penalty: 5332.031738
	Iteration 43Q: 3 clusters Score -8646407 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -8646394.000000 Penalty: 5332.031738
	Iteration 44Q: 3 clusters Score -8646394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -8646399.000000 Penalty: 5332.031738
	Iteration 45Q: 3 clusters Score -8646399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -8646406.000000 Penalty: 5332.031738
	Iteration 46Q: 3 clusters Score -8646406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -8646413.000000 Penalty: 5332.031738
	Iteration 47Q: 3 clusters Score -8646413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -8646414.000000 Penalty: 5332.031738
	Iteration 48Q: 3 clusters Score -8646414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -8646415.000000 Penalty: 5332.031738
	Iteration 49Q: 3 clusters Score -8646415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -8646412.000000 Penalty: 5332.031738
	Iteration 50Q: 3 clusters Score -8646412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -8646413.000000 Penalty: 5332.031738
	Iteration 51Q: 3 clusters Score -8646413 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 45686 members 
Entering Unmasked Estep 
Score: -8646412.000000 Penalty: 5332.031738
	Iteration 52Q: 3 clusters Score -8646412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -8646412.000000 Penalty: 5332.031738
	Iteration 53Q: 3 clusters Score -8646412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -8646401.000000 Penalty: 5332.031738
	Iteration 54Q: 3 clusters Score -8646401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -8646415.000000 Penalty: 5332.031738
	Iteration 55Q: 3 clusters Score -8646415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -8646430.000000 Penalty: 5332.031738
	Iteration 56Q: 3 clusters Score -8646430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -8646419.000000 Penalty: 5332.031738
	Iteration 57Q: 3 clusters Score -8646419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -8646417.000000 Penalty: 5332.031738
	Iteration 58Q: 3 clusters Score -8646417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -8646427.000000 Penalty: 5332.031738
	Iteration 59Q: 3 clusters Score -8646427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -8646431.000000 Penalty: 5332.031738
	Iteration 60F: 3 clusters Score -8646431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -8646431.000000 Penalty: 5332.031738
	Iteration 61Q: 3 clusters Score -8646431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -8646421.000000 Penalty: 5332.031738
	Iteration 62Q: 3 clusters Score -8646421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -8646433.000000 Penalty: 5332.031738
	Iteration 63Q: 3 clusters Score -8646433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -8646437.000000 Penalty: 5332.031738
	Iteration 64Q: 3 clusters Score -8646437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -8646437.000000 Penalty: 5332.031738
	Iteration 65Q: 3 clusters Score -8646437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -8646440.000000 Penalty: 5332.031738
	Iteration 66Q: 3 clusters Score -8646440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -8646435.000000 Penalty: 5332.031738
	Iteration 67Q: 3 clusters Score -8646435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -8646437.000000 Penalty: 5332.031738
	Iteration 68Q: 3 clusters Score -8646437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -8646435.000000 Penalty: 5332.031738
	Iteration 69Q: 3 clusters Score -8646435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -8646439.000000 Penalty: 5332.031738
	Iteration 70Q: 3 clusters Score -8646439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -8646437.000000 Penalty: 5332.031738
	Iteration 71Q: 3 clusters Score -8646437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -8646443.000000 Penalty: 5332.031738
	Iteration 72Q: 3 clusters Score -8646443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -8646444.000000 Penalty: 5332.031738
	Iteration 73Q: 3 clusters Score -8646444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -8646443.000000 Penalty: 5332.031738
	Iteration 74Q: 3 clusters Score -8646443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -8646443.000000 Penalty: 5332.031738
	Iteration 75F: 3 clusters Score -8646443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Entering Unmasked Estep 
Score: -7882218.000000 Penalty: 2644.704346
	Iteration 0F: 2 clusters Score -7882218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -7853367.000000 Penalty: 5289.408691
	Iteration 0F: 3 clusters Score -7853367 nChanged 19843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -7864196.000000 Penalty: 5289.408691
	Iteration 1F: 3 clusters Score -7864196 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -7864755.000000 Penalty: 5289.408691
	Iteration 2Q: 3 clusters Score -7864755 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -7865507.500000 Penalty: 5289.408691
	Iteration 3Q: 3 clusters Score -7865508 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -7866449.500000 Penalty: 5289.408691
	Iteration 4Q: 3 clusters Score -7866450 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -7867955.000000 Penalty: 5289.408691
	Iteration 5F: 3 clusters Score -7867955 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -7870502.500000 Penalty: 5289.408691
	Iteration 6F: 3 clusters Score -7870502 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -7873906.000000 Penalty: 5289.408691
	Iteration 7F: 3 clusters Score -7873906 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -7877105.500000 Penalty: 5289.408691
	Iteration 8F: 3 clusters Score -7877106 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7878941.000000 Penalty: 5289.408691
	Iteration 9Q: 3 clusters Score -7878941 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7879676.500000 Penalty: 5289.408691
	Iteration 10Q: 3 clusters Score -7879676 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7879981.000000 Penalty: 5289.408691
	Iteration 11Q: 3 clusters Score -7879981 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7880125.500000 Penalty: 5289.408691
	Iteration 12Q: 3 clusters Score -7880126 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7880229.500000 Penalty: 5289.408691
	Iteration 13Q: 3 clusters Score -7880230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7880315.000000 Penalty: 5289.408691
	Iteration 14Q: 3 clusters Score -7880315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7880420.000000 Penalty: 5289.408691
	Iteration 15Q: 3 clusters Score -7880420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7880475.500000 Penalty: 5289.408691
	Iteration 16Q: 3 clusters Score -7880476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -7880525.500000 Penalty: 5289.408691
	Iteration 17Q: 3 clusters Score -7880526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7880553.000000 Penalty: 5289.408691
	Iteration 18Q: 3 clusters Score -7880553 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7880568.000000 Penalty: 5289.408691
	Iteration 19Q: 3 clusters Score -7880568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7880593.500000 Penalty: 5289.408691
	Iteration 20F: 3 clusters Score -7880594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -7880614.500000 Penalty: 5289.408691
	Iteration 21Q: 3 clusters Score -7880614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7880613.500000 Penalty: 5289.408691
	Iteration 22Q: 3 clusters Score -7880614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7880627.500000 Penalty: 5289.408691
	Iteration 23Q: 3 clusters Score -7880628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7880645.000000 Penalty: 5289.408691
	Iteration 24Q: 3 clusters Score -7880645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7880651.500000 Penalty: 5289.408691
	Iteration 25Q: 3 clusters Score -7880652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7880653.000000 Penalty: 5289.408691
	Iteration 26Q: 3 clusters Score -7880653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7880660.000000 Penalty: 5289.408691
	Iteration 27Q: 3 clusters Score -7880660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7880659.500000 Penalty: 5289.408691
	Iteration 28Q: 3 clusters Score -7880660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7880658.500000 Penalty: 5289.408691
	Iteration 29Q: 3 clusters Score -7880658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7880663.000000 Penalty: 5289.408691
	Iteration 30Q: 3 clusters Score -7880663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -7880661.000000 Penalty: 5289.408691
	Iteration 31Q: 3 clusters Score -7880661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7880667.000000 Penalty: 5289.408691
	Iteration 32Q: 3 clusters Score -7880667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7880665.500000 Penalty: 5289.408691
	Iteration 33Q: 3 clusters Score -7880666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7880683.000000 Penalty: 5289.408691
	Iteration 34Q: 3 clusters Score -7880683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7880679.000000 Penalty: 5289.408691
	Iteration 35Q: 3 clusters Score -7880679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7880681.000000 Penalty: 5289.408691
	Iteration 36Q: 3 clusters Score -7880681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7880684.000000 Penalty: 5289.408691
	Iteration 37Q: 3 clusters Score -7880684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7880677.500000 Penalty: 5289.408691
	Iteration 38Q: 3 clusters Score -7880678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7880682.500000 Penalty: 5289.408691
	Iteration 39Q: 3 clusters Score -7880682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7880685.500000 Penalty: 5289.408691
	Iteration 40F: 3 clusters Score -7880686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7880688.000000 Penalty: 5289.408691
	Iteration 41Q: 3 clusters Score -7880688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7880687.500000 Penalty: 5289.408691
	Iteration 42Q: 3 clusters Score -7880688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7880691.500000 Penalty: 5289.408691
	Iteration 43Q: 3 clusters Score -7880692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7880691.500000 Penalty: 5289.408691
	Iteration 44F: 3 clusters Score -7880692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -67774.601562 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -67774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66349.843750 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -66349.84 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -66646.226562 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -66646.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -66771.796875 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -66771.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66883.828125 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -66883.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -67020.195312 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -67020.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -67169.476562 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -67169.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -67252.640625 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -67252.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67304.382812 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -67304.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67346.398438 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -67346.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67381.906250 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -67381.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67393.664062 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -67393.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -67414.921875 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -67414.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67419.695312 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -67419.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67419.695312 Penalty: 3090.318848
	Iteration 13F: 3 clusters Score -67419.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Entering Unmasked Estep 
Score: -7897001.000000 Penalty: 2643.332764
	Iteration 0F: 2 clusters Score -7897001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -7868665.000000 Penalty: 5286.665527
	Iteration 0F: 3 clusters Score -7868665 nChanged 19420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -7879240.500000 Penalty: 5286.665527
	Iteration 1F: 3 clusters Score -7879240 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -7879785.000000 Penalty: 5286.665527
	Iteration 2Q: 3 clusters Score -7879785 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -7880452.500000 Penalty: 5286.665527
	Iteration 3Q: 3 clusters Score -7880452 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -7881389.500000 Penalty: 5286.665527
	Iteration 4Q: 3 clusters Score -7881390 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -7882825.000000 Penalty: 5286.665527
	Iteration 5F: 3 clusters Score -7882825 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -7885009.500000 Penalty: 5286.665527
	Iteration 6F: 3 clusters Score -7885010 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -7888065.000000 Penalty: 5286.665527
	Iteration 7F: 3 clusters Score -7888065 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -7891184.000000 Penalty: 5286.665527
	Iteration 8F: 3 clusters Score -7891184 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7893269.500000 Penalty: 5286.665527
	Iteration 9F: 3 clusters Score -7893270 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7894101.000000 Penalty: 5286.665527
	Iteration 10Q: 3 clusters Score -7894101 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7894391.500000 Penalty: 5286.665527
	Iteration 11Q: 3 clusters Score -7894392 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7894524.500000 Penalty: 5286.665527
	Iteration 12Q: 3 clusters Score -7894524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7894589.000000 Penalty: 5286.665527
	Iteration 13Q: 3 clusters Score -7894589 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7894622.500000 Penalty: 5286.665527
	Iteration 14Q: 3 clusters Score -7894622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7894651.500000 Penalty: 5286.665527
	Iteration 15Q: 3 clusters Score -7894652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7894665.000000 Penalty: 5286.665527
	Iteration 16Q: 3 clusters Score -7894665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7894683.500000 Penalty: 5286.665527
	Iteration 17Q: 3 clusters Score -7894684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -7894691.000000 Penalty: 5286.665527
	Iteration 18Q: 3 clusters Score -7894691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7894700.500000 Penalty: 5286.665527
	Iteration 19Q: 3 clusters Score -7894700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -7894703.500000 Penalty: 5286.665527
	Iteration 20F: 3 clusters Score -7894704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7894698.000000 Penalty: 5286.665527
	Iteration 21Q: 3 clusters Score -7894698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -7894698.000000 Penalty: 5286.665527
	Iteration 22F: 3 clusters Score -7894698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Entering Unmasked Estep 
Score: -4798833.500000 Penalty: 2528.100586
	Iteration 0F: 2 clusters Score -4798834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4780296.000000 Penalty: 5056.201172
	Iteration 0F: 3 clusters Score -4780296 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -4786867.000000 Penalty: 5056.201172
	Iteration 1F: 3 clusters Score -4786867 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -4787242.500000 Penalty: 5056.201172
	Iteration 2Q: 3 clusters Score -4787242 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -4787554.000000 Penalty: 5056.201172
	Iteration 3Q: 3 clusters Score -4787554 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -4787870.000000 Penalty: 5056.201172
	Iteration 4Q: 3 clusters Score -4787870 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -4788139.500000 Penalty: 5056.201172
	Iteration 5Q: 3 clusters Score -4788140 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -4788415.000000 Penalty: 5056.201172
	Iteration 6Q: 3 clusters Score -4788415 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -4788714.500000 Penalty: 5056.201172
	Iteration 7Q: 3 clusters Score -4788714 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -4789044.500000 Penalty: 5056.201172
	Iteration 8Q: 3 clusters Score -4789044 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -4789354.500000 Penalty: 5056.201172
	Iteration 9Q: 3 clusters Score -4789354 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -4789750.500000 Penalty: 5056.201172
	Iteration 10Q: 3 clusters Score -4789750 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4790214.500000 Penalty: 5056.201172
	Iteration 11Q: 3 clusters Score -4790214 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -4790733.000000 Penalty: 5056.201172
	Iteration 12Q: 3 clusters Score -4790733 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4791393.000000 Penalty: 5056.201172
	Iteration 13Q: 3 clusters Score -4791393 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -4792111.500000 Penalty: 5056.201172
	Iteration 14Q: 3 clusters Score -4792112 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -4792915.000000 Penalty: 5056.201172
	Iteration 15Q: 3 clusters Score -4792915 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -4793641.500000 Penalty: 5056.201172
	Iteration 16Q: 3 clusters Score -4793642 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4794310.000000 Penalty: 5056.201172
	Iteration 17Q: 3 clusters Score -4794310 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4794829.000000 Penalty: 5056.201172
	Iteration 18Q: 3 clusters Score -4794829 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -4795295.500000 Penalty: 5056.201172
	Iteration 19Q: 3 clusters Score -4795296 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4795628.500000 Penalty: 5056.201172
	Iteration 20F: 3 clusters Score -4795628 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -4795860.500000 Penalty: 5056.201172
	Iteration 21Q: 3 clusters Score -4795860 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4796033.500000 Penalty: 5056.201172
	Iteration 22Q: 3 clusters Score -4796034 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4796172.000000 Penalty: 5056.201172
	Iteration 23Q: 3 clusters Score -4796172 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4796273.000000 Penalty: 5056.201172
	Iteration 24Q: 3 clusters Score -4796273 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4796345.500000 Penalty: 5056.201172
	Iteration 25Q: 3 clusters Score -4796346 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4796395.500000 Penalty: 5056.201172
	Iteration 26Q: 3 clusters Score -4796396 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4796467.000000 Penalty: 5056.201172
	Iteration 27Q: 3 clusters Score -4796467 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4796533.000000 Penalty: 5056.201172
	Iteration 28Q: 3 clusters Score -4796533 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4796598.000000 Penalty: 5056.201172
	Iteration 29Q: 3 clusters Score -4796598 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4796666.500000 Penalty: 5056.201172
	Iteration 30Q: 3 clusters Score -4796666 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4796681.000000 Penalty: 5056.201172
	Iteration 31Q: 3 clusters Score -4796681 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4796703.500000 Penalty: 5056.201172
	Iteration 32Q: 3 clusters Score -4796704 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4796723.000000 Penalty: 5056.201172
	Iteration 33Q: 3 clusters Score -4796723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4796732.500000 Penalty: 5056.201172
	Iteration 34Q: 3 clusters Score -4796732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4796751.500000 Penalty: 5056.201172
	Iteration 35Q: 3 clusters Score -4796752 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4796782.500000 Penalty: 5056.201172
	Iteration 36Q: 3 clusters Score -4796782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4796801.500000 Penalty: 5056.201172
	Iteration 37Q: 3 clusters Score -4796802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4796814.500000 Penalty: 5056.201172
	Iteration 38Q: 3 clusters Score -4796814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4796814.500000 Penalty: 5056.201172
	Iteration 39Q: 3 clusters Score -4796814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4796816.000000 Penalty: 5056.201172
	Iteration 40F: 3 clusters Score -4796816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4796838.500000 Penalty: 5056.201172
	Iteration 41Q: 3 clusters Score -4796838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4796842.500000 Penalty: 5056.201172
	Iteration 42Q: 3 clusters Score -4796842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4796856.500000 Penalty: 5056.201172
	Iteration 43Q: 3 clusters Score -4796856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4796854.500000 Penalty: 5056.201172
	Iteration 44Q: 3 clusters Score -4796854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4796860.000000 Penalty: 5056.201172
	Iteration 45Q: 3 clusters Score -4796860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4796865.000000 Penalty: 5056.201172
	Iteration 46Q: 3 clusters Score -4796865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4796860.500000 Penalty: 5056.201172
	Iteration 47Q: 3 clusters Score -4796860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4796859.000000 Penalty: 5056.201172
	Iteration 48Q: 3 clusters Score -4796859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4796860.000000 Penalty: 5056.201172
	Iteration 49Q: 3 clusters Score -4796860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4796863.000000 Penalty: 5056.201172
	Iteration 50Q: 3 clusters Score -4796863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4796871.500000 Penalty: 5056.201172
	Iteration 51Q: 3 clusters Score -4796872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4796875.500000 Penalty: 5056.201172
	Iteration 52Q: 3 clusters Score -4796876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4796883.500000 Penalty: 5056.201172
	Iteration 53Q: 3 clusters Score -4796884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4796882.000000 Penalty: 5056.201172
	Iteration 54Q: 3 clusters Score -4796882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4796880.000000 Penalty: 5056.201172
	Iteration 55Q: 3 clusters Score -4796880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4796883.000000 Penalty: 5056.201172
	Iteration 56Q: 3 clusters Score -4796883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -4796901.000000 Penalty: 5056.201172
	Iteration 57Q: 3 clusters Score -4796901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4796903.500000 Penalty: 5056.201172
	Iteration 58Q: 3 clusters Score -4796904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4796899.500000 Penalty: 5056.201172
	Iteration 59Q: 3 clusters Score -4796900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4796898.000000 Penalty: 5056.201172
	Iteration 60F: 3 clusters Score -4796898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4796904.000000 Penalty: 5056.201172
	Iteration 61Q: 3 clusters Score -4796904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4796907.500000 Penalty: 5056.201172
	Iteration 62Q: 3 clusters Score -4796908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4796907.000000 Penalty: 5056.201172
	Iteration 63Q: 3 clusters Score -4796907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4796907.000000 Penalty: 5056.201172
	Iteration 64Q: 3 clusters Score -4796907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4796915.500000 Penalty: 5056.201172
	Iteration 65Q: 3 clusters Score -4796916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4796914.500000 Penalty: 5056.201172
	Iteration 66Q: 3 clusters Score -4796914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4796914.500000 Penalty: 5056.201172
	Iteration 67F: 3 clusters Score -4796914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Entering Unmasked Estep 
Score: -7454008.500000 Penalty: 2630.899170
	Iteration 0F: 2 clusters Score -7454008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -7426913.500000 Penalty: 5261.798340
	Iteration 0F: 3 clusters Score -7426914 nChanged 18462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -7437773.500000 Penalty: 5261.798340
	Iteration 1F: 3 clusters Score -7437774 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -7439298.000000 Penalty: 5261.798340
	Iteration 2F: 3 clusters Score -7439298 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -7441406.000000 Penalty: 5261.798340
	Iteration 3F: 3 clusters Score -7441406 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -7444039.500000 Penalty: 5261.798340
	Iteration 4F: 3 clusters Score -7444040 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -7447012.000000 Penalty: 5261.798340
	Iteration 5F: 3 clusters Score -7447012 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -7449875.000000 Penalty: 5261.798340
	Iteration 6F: 3 clusters Score -7449875 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -7451692.500000 Penalty: 5261.798340
	Iteration 7Q: 3 clusters Score -7451692 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -7452249.000000 Penalty: 5261.798340
	Iteration 8Q: 3 clusters Score -7452249 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -7452454.000000 Penalty: 5261.798340
	Iteration 9Q: 3 clusters Score -7452454 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -7452575.000000 Penalty: 5261.798340
	Iteration 10Q: 3 clusters Score -7452575 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -7452629.500000 Penalty: 5261.798340
	Iteration 11Q: 3 clusters Score -7452630 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -7452690.500000 Penalty: 5261.798340
	Iteration 12Q: 3 clusters Score -7452690 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -7452737.500000 Penalty: 5261.798340
	Iteration 13Q: 3 clusters Score -7452738 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -7452752.000000 Penalty: 5261.798340
	Iteration 14Q: 3 clusters Score -7452752 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -7452793.500000 Penalty: 5261.798340
	Iteration 15Q: 3 clusters Score -7452794 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -7452815.000000 Penalty: 5261.798340
	Iteration 16Q: 3 clusters Score -7452815 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -7452844.000000 Penalty: 5261.798340
	Iteration 17Q: 3 clusters Score -7452844 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -7452841.500000 Penalty: 5261.798340
	Iteration 18Q: 3 clusters Score -7452842 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -7452873.000000 Penalty: 5261.798340
	Iteration 19Q: 3 clusters Score -7452873 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -7452881.500000 Penalty: 5261.798340
	Iteration 20F: 3 clusters Score -7452882 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -7452893.000000 Penalty: 5261.798340
	Iteration 21Q: 3 clusters Score -7452893 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -7452906.500000 Penalty: 5261.798340
	Iteration 22Q: 3 clusters Score -7452906 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -7452938.000000 Penalty: 5261.798340
	Iteration 23Q: 3 clusters Score -7452938 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -7452968.500000 Penalty: 5261.798340
	Iteration 24Q: 3 clusters Score -7452968 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -7452989.000000 Penalty: 5261.798340
	Iteration 25Q: 3 clusters Score -7452989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -7453012.000000 Penalty: 5261.798340
	Iteration 26Q: 3 clusters Score -7453012 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -7453017.500000 Penalty: 5261.798340
	Iteration 27Q: 3 clusters Score -7453018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -7453032.500000 Penalty: 5261.798340
	Iteration 28Q: 3 clusters Score -7453032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -7453026.000000 Penalty: 5261.798340
	Iteration 29Q: 3 clusters Score -7453026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -7453018.000000 Penalty: 5261.798340
	Iteration 30Q: 3 clusters Score -7453018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -7453025.500000 Penalty: 5261.798340
	Iteration 31Q: 3 clusters Score -7453026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -7453027.500000 Penalty: 5261.798340
	Iteration 32Q: 3 clusters Score -7453028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -7453043.000000 Penalty: 5261.798340
	Iteration 33Q: 3 clusters Score -7453043 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -7453056.500000 Penalty: 5261.798340
	Iteration 34Q: 3 clusters Score -7453056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -7453054.000000 Penalty: 5261.798340
	Iteration 35Q: 3 clusters Score -7453054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -7453061.500000 Penalty: 5261.798340
	Iteration 36Q: 3 clusters Score -7453062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -7453065.500000 Penalty: 5261.798340
	Iteration 37Q: 3 clusters Score -7453066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -7453070.500000 Penalty: 5261.798340
	Iteration 38Q: 3 clusters Score -7453070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -7453078.000000 Penalty: 5261.798340
	Iteration 39Q: 3 clusters Score -7453078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -7453080.000000 Penalty: 5261.798340
	Iteration 40F: 3 clusters Score -7453080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -7453090.000000 Penalty: 5261.798340
	Iteration 41Q: 3 clusters Score -7453090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -7453083.000000 Penalty: 5261.798340
	Iteration 42Q: 3 clusters Score -7453083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -7453087.000000 Penalty: 5261.798340
	Iteration 43Q: 3 clusters Score -7453087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -7453102.000000 Penalty: 5261.798340
	Iteration 44Q: 3 clusters Score -7453102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -7453100.500000 Penalty: 5261.798340
	Iteration 45Q: 3 clusters Score -7453100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -7453106.500000 Penalty: 5261.798340
	Iteration 46Q: 3 clusters Score -7453106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -7453128.000000 Penalty: 5261.798340
	Iteration 47Q: 3 clusters Score -7453128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -7453116.500000 Penalty: 5261.798340
	Iteration 48Q: 3 clusters Score -7453116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -7453127.500000 Penalty: 5261.798340
	Iteration 49Q: 3 clusters Score -7453128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -7453126.000000 Penalty: 5261.798340
	Iteration 50Q: 3 clusters Score -7453126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -7453130.000000 Penalty: 5261.798340
	Iteration 51Q: 3 clusters Score -7453130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -7453139.000000 Penalty: 5261.798340
	Iteration 52Q: 3 clusters Score -7453139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -7453136.500000 Penalty: 5261.798340
	Iteration 53Q: 3 clusters Score -7453136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -7453137.000000 Penalty: 5261.798340
	Iteration 54Q: 3 clusters Score -7453137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -7453129.500000 Penalty: 5261.798340
	Iteration 55Q: 3 clusters Score -7453130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -7453132.000000 Penalty: 5261.798340
	Iteration 56Q: 3 clusters Score -7453132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -7453133.500000 Penalty: 5261.798340
	Iteration 57Q: 3 clusters Score -7453134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -7453137.500000 Penalty: 5261.798340
	Iteration 58Q: 3 clusters Score -7453138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -7453146.000000 Penalty: 5261.798340
	Iteration 59Q: 3 clusters Score -7453146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -7453153.500000 Penalty: 5261.798340
	Iteration 60F: 3 clusters Score -7453154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -7453146.000000 Penalty: 5261.798340
	Iteration 61Q: 3 clusters Score -7453146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -7453147.500000 Penalty: 5261.798340
	Iteration 62Q: 3 clusters Score -7453148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -7453153.000000 Penalty: 5261.798340
	Iteration 63Q: 3 clusters Score -7453153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -7453155.500000 Penalty: 5261.798340
	Iteration 64Q: 3 clusters Score -7453156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -7453151.500000 Penalty: 5261.798340
	Iteration 65Q: 3 clusters Score -7453152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -7453145.500000 Penalty: 5261.798340
	Iteration 66Q: 3 clusters Score -7453146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -7453153.500000 Penalty: 5261.798340
	Iteration 67Q: 3 clusters Score -7453154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -7453158.000000 Penalty: 5261.798340
	Iteration 68Q: 3 clusters Score -7453158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -7453151.000000 Penalty: 5261.798340
	Iteration 69Q: 3 clusters Score -7453151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -7453156.500000 Penalty: 5261.798340
	Iteration 70Q: 3 clusters Score -7453156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -7453161.500000 Penalty: 5261.798340
	Iteration 71Q: 3 clusters Score -7453162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -7453157.500000 Penalty: 5261.798340
	Iteration 72Q: 3 clusters Score -7453158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -7453146.000000 Penalty: 5261.798340
	Iteration 73Q: 3 clusters Score -7453146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -7453159.500000 Penalty: 5261.798340
	Iteration 74Q: 3 clusters Score -7453160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -7453154.000000 Penalty: 5261.798340
	Iteration 75Q: 3 clusters Score -7453154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -7453157.000000 Penalty: 5261.798340
	Iteration 76Q: 3 clusters Score -7453157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -7453158.000000 Penalty: 5261.798340
	Iteration 77Q: 3 clusters Score -7453158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -7453159.000000 Penalty: 5261.798340
	Iteration 78Q: 3 clusters Score -7453159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -7453164.000000 Penalty: 5261.798340
	Iteration 79Q: 3 clusters Score -7453164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 36578 members 
Entering Unmasked Estep 
Score: -7453158.000000 Penalty: 5261.798340
	Iteration 80F: 3 clusters Score -7453158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -7453159.000000 Penalty: 5261.798340
	Iteration 81Q: 3 clusters Score -7453159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -7453157.500000 Penalty: 5261.798340
	Iteration 82Q: 3 clusters Score -7453158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -7453162.000000 Penalty: 5261.798340
	Iteration 83Q: 3 clusters Score -7453162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -7453168.000000 Penalty: 5261.798340
	Iteration 84Q: 3 clusters Score -7453168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -7453163.500000 Penalty: 5261.798340
	Iteration 85Q: 3 clusters Score -7453164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -7453161.000000 Penalty: 5261.798340
	Iteration 86Q: 3 clusters Score -7453161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -7453158.000000 Penalty: 5261.798340
	Iteration 87Q: 3 clusters Score -7453158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -7453154.000000 Penalty: 5261.798340
	Iteration 88Q: 3 clusters Score -7453154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -7453156.500000 Penalty: 5261.798340
	Iteration 89Q: 3 clusters Score -7453156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -7453159.500000 Penalty: 5261.798340
	Iteration 90Q: 3 clusters Score -7453160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -7453162.000000 Penalty: 5261.798340
	Iteration 91Q: 3 clusters Score -7453162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -7453162.000000 Penalty: 5261.798340
	Iteration 92Q: 3 clusters Score -7453162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -7453165.500000 Penalty: 5261.798340
	Iteration 93Q: 3 clusters Score -7453166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -7453165.500000 Penalty: 5261.798340
	Iteration 94F: 3 clusters Score -7453166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Entering Unmasked Estep 
Score: -8077960.000000 Penalty: 2650.778076
	Iteration 0F: 2 clusters Score -8077960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -8048601.000000 Penalty: 5301.556152
	Iteration 0F: 3 clusters Score -8048601 nChanged 20191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -8059759.500000 Penalty: 5301.556152
	Iteration 1F: 3 clusters Score -8059760 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -8060336.500000 Penalty: 5301.556152
	Iteration 2Q: 3 clusters Score -8060336 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -8060803.000000 Penalty: 5301.556152
	Iteration 3Q: 3 clusters Score -8060803 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -8061266.500000 Penalty: 5301.556152
	Iteration 4Q: 3 clusters Score -8061266 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -8061786.000000 Penalty: 5301.556152
	Iteration 5Q: 3 clusters Score -8061786 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -8062309.500000 Penalty: 5301.556152
	Iteration 6Q: 3 clusters Score -8062310 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -8063004.500000 Penalty: 5301.556152
	Iteration 7Q: 3 clusters Score -8063004 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -8063983.000000 Penalty: 5301.556152
	Iteration 8Q: 3 clusters Score -8063983 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -8065357.000000 Penalty: 5301.556152
	Iteration 9F: 3 clusters Score -8065357 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -8067332.500000 Penalty: 5301.556152
	Iteration 10F: 3 clusters Score -8067332 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -8069617.500000 Penalty: 5301.556152
	Iteration 11F: 3 clusters Score -8069618 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -8071410.500000 Penalty: 5301.556152
	Iteration 12F: 3 clusters Score -8071410 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -8072270.000000 Penalty: 5301.556152
	Iteration 13Q: 3 clusters Score -8072270 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -8072764.500000 Penalty: 5301.556152
	Iteration 14Q: 3 clusters Score -8072764 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -8073163.500000 Penalty: 5301.556152
	Iteration 15Q: 3 clusters Score -8073164 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -8073561.000000 Penalty: 5301.556152
	Iteration 16Q: 3 clusters Score -8073561 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -8073905.000000 Penalty: 5301.556152
	Iteration 17Q: 3 clusters Score -8073905 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -8074251.000000 Penalty: 5301.556152
	Iteration 18Q: 3 clusters Score -8074251 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -8074493.000000 Penalty: 5301.556152
	Iteration 19Q: 3 clusters Score -8074493 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -8074686.000000 Penalty: 5301.556152
	Iteration 20F: 3 clusters Score -8074686 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -8074854.000000 Penalty: 5301.556152
	Iteration 21Q: 3 clusters Score -8074854 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -8075026.500000 Penalty: 5301.556152
	Iteration 22Q: 3 clusters Score -8075026 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -8075134.500000 Penalty: 5301.556152
	Iteration 23Q: 3 clusters Score -8075134 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -8075220.000000 Penalty: 5301.556152
	Iteration 24Q: 3 clusters Score -8075220 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -8075272.000000 Penalty: 5301.556152
	Iteration 25Q: 3 clusters Score -8075272 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -8075377.000000 Penalty: 5301.556152
	Iteration 26Q: 3 clusters Score -8075377 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -8075441.000000 Penalty: 5301.556152
	Iteration 27Q: 3 clusters Score -8075441 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -8075513.500000 Penalty: 5301.556152
	Iteration 28Q: 3 clusters Score -8075514 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -8075585.500000 Penalty: 5301.556152
	Iteration 29Q: 3 clusters Score -8075586 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -8075657.500000 Penalty: 5301.556152
	Iteration 30Q: 3 clusters Score -8075658 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -8075714.000000 Penalty: 5301.556152
	Iteration 31Q: 3 clusters Score -8075714 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -8075763.000000 Penalty: 5301.556152
	Iteration 32Q: 3 clusters Score -8075763 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -8075797.500000 Penalty: 5301.556152
	Iteration 33Q: 3 clusters Score -8075798 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -8075845.500000 Penalty: 5301.556152
	Iteration 34Q: 3 clusters Score -8075846 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -8075889.500000 Penalty: 5301.556152
	Iteration 35Q: 3 clusters Score -8075890 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -8075936.000000 Penalty: 5301.556152
	Iteration 36Q: 3 clusters Score -8075936 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -8075974.000000 Penalty: 5301.556152
	Iteration 37Q: 3 clusters Score -8075974 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -8076022.000000 Penalty: 5301.556152
	Iteration 38Q: 3 clusters Score -8076022 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -8076037.000000 Penalty: 5301.556152
	Iteration 39Q: 3 clusters Score -8076037 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -8076082.500000 Penalty: 5301.556152
	Iteration 40F: 3 clusters Score -8076082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -8076117.500000 Penalty: 5301.556152
	Iteration 41Q: 3 clusters Score -8076118 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -8076121.000000 Penalty: 5301.556152
	Iteration 42Q: 3 clusters Score -8076121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -8076138.500000 Penalty: 5301.556152
	Iteration 43Q: 3 clusters Score -8076138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -8076152.000000 Penalty: 5301.556152
	Iteration 44Q: 3 clusters Score -8076152 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -8076187.000000 Penalty: 5301.556152
	Iteration 45Q: 3 clusters Score -8076187 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -8076201.500000 Penalty: 5301.556152
	Iteration 46Q: 3 clusters Score -8076202 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -8076206.500000 Penalty: 5301.556152
	Iteration 47Q: 3 clusters Score -8076206 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -8076216.000000 Penalty: 5301.556152
	Iteration 48Q: 3 clusters Score -8076216 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -8076216.000000 Penalty: 5301.556152
	Iteration 49Q: 3 clusters Score -8076216 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -8076239.000000 Penalty: 5301.556152
	Iteration 50Q: 3 clusters Score -8076239 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -8076247.000000 Penalty: 5301.556152
	Iteration 51Q: 3 clusters Score -8076247 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -8076254.000000 Penalty: 5301.556152
	Iteration 52Q: 3 clusters Score -8076254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -8076252.500000 Penalty: 5301.556152
	Iteration 53Q: 3 clusters Score -8076252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -8076274.000000 Penalty: 5301.556152
	Iteration 54Q: 3 clusters Score -8076274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -8076274.500000 Penalty: 5301.556152
	Iteration 55Q: 3 clusters Score -8076274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -8076286.500000 Penalty: 5301.556152
	Iteration 56Q: 3 clusters Score -8076286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -8076282.500000 Penalty: 5301.556152
	Iteration 57Q: 3 clusters Score -8076282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -8076285.500000 Penalty: 5301.556152
	Iteration 58Q: 3 clusters Score -8076286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -8076287.000000 Penalty: 5301.556152
	Iteration 59Q: 3 clusters Score -8076287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -8076285.500000 Penalty: 5301.556152
	Iteration 60F: 3 clusters Score -8076286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -8076297.500000 Penalty: 5301.556152
	Iteration 61Q: 3 clusters Score -8076298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -8076297.000000 Penalty: 5301.556152
	Iteration 62Q: 3 clusters Score -8076297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -8076300.000000 Penalty: 5301.556152
	Iteration 63Q: 3 clusters Score -8076300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -8076310.000000 Penalty: 5301.556152
	Iteration 64Q: 3 clusters Score -8076310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -8076312.000000 Penalty: 5301.556152
	Iteration 65Q: 3 clusters Score -8076312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -8076328.000000 Penalty: 5301.556152
	Iteration 66Q: 3 clusters Score -8076328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -8076318.000000 Penalty: 5301.556152
	Iteration 67Q: 3 clusters Score -8076318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -8076323.500000 Penalty: 5301.556152
	Iteration 68Q: 3 clusters Score -8076324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -8076323.500000 Penalty: 5301.556152
	Iteration 69Q: 3 clusters Score -8076324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -8076321.000000 Penalty: 5301.556152
	Iteration 70Q: 3 clusters Score -8076321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -8076323.500000 Penalty: 5301.556152
	Iteration 71Q: 3 clusters Score -8076324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -8076332.000000 Penalty: 5301.556152
	Iteration 72Q: 3 clusters Score -8076332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -8076331.000000 Penalty: 5301.556152
	Iteration 73Q: 3 clusters Score -8076331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -8076331.000000 Penalty: 5301.556152
	Iteration 74Q: 3 clusters Score -8076331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -8076331.500000 Penalty: 5301.556152
	Iteration 75Q: 3 clusters Score -8076332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -8076331.000000 Penalty: 5301.556152
	Iteration 76Q: 3 clusters Score -8076331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -8076327.000000 Penalty: 5301.556152
	Iteration 77Q: 3 clusters Score -8076327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -8076346.500000 Penalty: 5301.556152
	Iteration 78Q: 3 clusters Score -8076346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -8076338.500000 Penalty: 5301.556152
	Iteration 79Q: 3 clusters Score -8076338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -8076335.000000 Penalty: 5301.556152
	Iteration 80F: 3 clusters Score -8076335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -8076337.500000 Penalty: 5301.556152
	Iteration 81Q: 3 clusters Score -8076338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -8076340.500000 Penalty: 5301.556152
	Iteration 82Q: 3 clusters Score -8076340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -8076341.500000 Penalty: 5301.556152
	Iteration 83Q: 3 clusters Score -8076342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -8076342.000000 Penalty: 5301.556152
	Iteration 84Q: 3 clusters Score -8076342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -8076339.000000 Penalty: 5301.556152
	Iteration 85Q: 3 clusters Score -8076339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -8076347.000000 Penalty: 5301.556152
	Iteration 86Q: 3 clusters Score -8076347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -8076342.000000 Penalty: 5301.556152
	Iteration 87Q: 3 clusters Score -8076342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -8076341.500000 Penalty: 5301.556152
	Iteration 88Q: 3 clusters Score -8076342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -8076351.500000 Penalty: 5301.556152
	Iteration 89Q: 3 clusters Score -8076352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -8076343.000000 Penalty: 5301.556152
	Iteration 90Q: 3 clusters Score -8076343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -8076345.500000 Penalty: 5301.556152
	Iteration 91Q: 3 clusters Score -8076346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -8076342.000000 Penalty: 5301.556152
	Iteration 92Q: 3 clusters Score -8076342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -8076342.000000 Penalty: 5301.556152
	Iteration 93F: 3 clusters Score -8076342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26431.712891 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26431.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25346.228516 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25346.23 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25626.816406 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25626.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25812.533203 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -25812.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25854.888672 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -25854.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25858.628906 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -25858.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25858.628906 Penalty: 2838.898193
	Iteration 5F: 3 clusters Score -25858.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Entering Unmasked Estep 
Score: -7147990.000000 Penalty: 2619.585693
	Iteration 0F: 2 clusters Score -7147990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -7121810.000000 Penalty: 5239.171387
	Iteration 0F: 3 clusters Score -7121810 nChanged 17684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -7131930.500000 Penalty: 5239.171387
	Iteration 1F: 3 clusters Score -7131930 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -7132734.000000 Penalty: 5239.171387
	Iteration 2F: 3 clusters Score -7132734 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -7133899.000000 Penalty: 5239.171387
	Iteration 3F: 3 clusters Score -7133899 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -7135682.500000 Penalty: 5239.171387
	Iteration 4F: 3 clusters Score -7135682 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -7138048.000000 Penalty: 5239.171387
	Iteration 5F: 3 clusters Score -7138048 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -7140875.500000 Penalty: 5239.171387
	Iteration 6F: 3 clusters Score -7140876 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7143267.000000 Penalty: 5239.171387
	Iteration 7F: 3 clusters Score -7143267 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7144650.000000 Penalty: 5239.171387
	Iteration 8Q: 3 clusters Score -7144650 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7145181.500000 Penalty: 5239.171387
	Iteration 9Q: 3 clusters Score -7145182 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7145409.500000 Penalty: 5239.171387
	Iteration 10Q: 3 clusters Score -7145410 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7145500.500000 Penalty: 5239.171387
	Iteration 11Q: 3 clusters Score -7145500 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7145575.500000 Penalty: 5239.171387
	Iteration 12Q: 3 clusters Score -7145576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7145615.500000 Penalty: 5239.171387
	Iteration 13Q: 3 clusters Score -7145616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7145646.500000 Penalty: 5239.171387
	Iteration 14Q: 3 clusters Score -7145646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7145671.000000 Penalty: 5239.171387
	Iteration 15Q: 3 clusters Score -7145671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7145683.500000 Penalty: 5239.171387
	Iteration 16Q: 3 clusters Score -7145684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7145700.000000 Penalty: 5239.171387
	Iteration 17Q: 3 clusters Score -7145700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7145705.000000 Penalty: 5239.171387
	Iteration 18Q: 3 clusters Score -7145705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7145705.000000 Penalty: 5239.171387
	Iteration 19Q: 3 clusters Score -7145705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7145715.500000 Penalty: 5239.171387
	Iteration 20F: 3 clusters Score -7145716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7145723.000000 Penalty: 5239.171387
	Iteration 21Q: 3 clusters Score -7145723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7145720.000000 Penalty: 5239.171387
	Iteration 22Q: 3 clusters Score -7145720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7145725.500000 Penalty: 5239.171387
	Iteration 23Q: 3 clusters Score -7145726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7145727.000000 Penalty: 5239.171387
	Iteration 24Q: 3 clusters Score -7145727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7145726.500000 Penalty: 5239.171387
	Iteration 25Q: 3 clusters Score -7145726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7145729.000000 Penalty: 5239.171387
	Iteration 26Q: 3 clusters Score -7145729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7145728.000000 Penalty: 5239.171387
	Iteration 27Q: 3 clusters Score -7145728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7145728.000000 Penalty: 5239.171387
	Iteration 28F: 3 clusters Score -7145728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -160307.593750 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -160307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -158435.906250 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -158435.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -158832.781250 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -158832.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -159004.578125 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -159004.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -159119.312500 Penalty: 3430.198730
	Iteration 3F: 3 clusters Score -159119.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -159212.406250 Penalty: 3430.198730
	Iteration 4Q: 3 clusters Score -159212.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -159264.921875 Penalty: 3430.198730
	Iteration 5Q: 3 clusters Score -159264.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -159303.593750 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -159303.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -159324.859375 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -159324.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -159341.890625 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -159341.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -159353.187500 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -159353.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -159370.421875 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -159370.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -159376.890625 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -159376.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -159392.359375 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -159392.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -159407.515625 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -159407.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -159414.109375 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -159414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -159422.281250 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -159422.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -159428.437500 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -159428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -159432.953125 Penalty: 3430.198730
	Iteration 17Q: 3 clusters Score -159433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -159440.156250 Penalty: 3430.198730
	Iteration 18Q: 3 clusters Score -159440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -159441.156250 Penalty: 3430.198730
	Iteration 19Q: 3 clusters Score -159441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -159443.406250 Penalty: 3430.198730
	Iteration 20F: 3 clusters Score -159443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -159444.875000 Penalty: 3430.198730
	Iteration 21Q: 3 clusters Score -159444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -159444.875000 Penalty: 3430.198730
	Iteration 22F: 3 clusters Score -159444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Entering Unmasked Estep 
Score: -8445804.000000 Penalty: 2660.253662
	Iteration 0F: 2 clusters Score -8445804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -8415970.000000 Penalty: 5320.507324
	Iteration 0F: 3 clusters Score -8415970 nChanged 21142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -8427513.000000 Penalty: 5320.507324
	Iteration 1F: 3 clusters Score -8427513 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -8428061.000000 Penalty: 5320.507324
	Iteration 2Q: 3 clusters Score -8428061 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -8428637.000000 Penalty: 5320.507324
	Iteration 3Q: 3 clusters Score -8428637 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -8429265.000000 Penalty: 5320.507324
	Iteration 4Q: 3 clusters Score -8429265 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -8430119.000000 Penalty: 5320.507324
	Iteration 5Q: 3 clusters Score -8430119 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -8431487.000000 Penalty: 5320.507324
	Iteration 6F: 3 clusters Score -8431487 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -8433597.000000 Penalty: 5320.507324
	Iteration 7F: 3 clusters Score -8433597 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -8436470.000000 Penalty: 5320.507324
	Iteration 8F: 3 clusters Score -8436470 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -8439362.000000 Penalty: 5320.507324
	Iteration 9F: 3 clusters Score -8439362 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8441574.000000 Penalty: 5320.507324
	Iteration 10F: 3 clusters Score -8441574 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8442735.000000 Penalty: 5320.507324
	Iteration 11Q: 3 clusters Score -8442735 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8443186.000000 Penalty: 5320.507324
	Iteration 12Q: 3 clusters Score -8443186 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8443308.000000 Penalty: 5320.507324
	Iteration 13Q: 3 clusters Score -8443308 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8443396.000000 Penalty: 5320.507324
	Iteration 14Q: 3 clusters Score -8443396 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8443457.000000 Penalty: 5320.507324
	Iteration 15Q: 3 clusters Score -8443457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8443501.000000 Penalty: 5320.507324
	Iteration 16Q: 3 clusters Score -8443501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8443521.000000 Penalty: 5320.507324
	Iteration 17Q: 3 clusters Score -8443521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8443535.000000 Penalty: 5320.507324
	Iteration 18Q: 3 clusters Score -8443535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8443548.000000 Penalty: 5320.507324
	Iteration 19Q: 3 clusters Score -8443548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8443565.000000 Penalty: 5320.507324
	Iteration 20F: 3 clusters Score -8443565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8443564.000000 Penalty: 5320.507324
	Iteration 21Q: 3 clusters Score -8443564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8443575.000000 Penalty: 5320.507324
	Iteration 22Q: 3 clusters Score -8443575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8443591.000000 Penalty: 5320.507324
	Iteration 23Q: 3 clusters Score -8443591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8443594.000000 Penalty: 5320.507324
	Iteration 24Q: 3 clusters Score -8443594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8443597.000000 Penalty: 5320.507324
	Iteration 25Q: 3 clusters Score -8443597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8443597.000000 Penalty: 5320.507324
	Iteration 26F: 3 clusters Score -8443597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56117.789062 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56117.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54705.328125 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -54705.33 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54973.320312 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -54973.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55104.910156 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55104.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55182.757812 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -55182.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55289.542969 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55289.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55330.871094 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55330.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55360.820312 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -55360.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55415.164062 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -55415.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -55445.824219 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -55445.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55455.882812 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -55455.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55457.734375 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -55457.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -55464.289062 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -55464.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55465.835938 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -55465.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55465.835938 Penalty: 3078.461670
	Iteration 13F: 3 clusters Score -55465.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -48525.347656 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -48525.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47253.312500 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -47253.31 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47445.671875 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -47445.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -47521.320312 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -47521.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47570.335938 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -47570.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47582.238281 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -47582.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47585.546875 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -47585.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -47586.937500 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -47586.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47591.402344 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -47591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47610.332031 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -47610.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47629.746094 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -47629.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47635.945312 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -47635.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -47645.191406 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -47645.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47648.847656 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -47648.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -47648.847656 Penalty: 2885.287109
	Iteration 13F: 3 clusters Score -47648.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 42459 members 
Mstep: Class 3 contains 46993 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 46576 members 
Mstep: Class 7 contains 42124 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42339 members 
Mstep: Class 11 contains 49621 members 
Mstep: Class 12 contains 44263 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46633 members 
Mstep: Class 16 contains 42793 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42557 members 
Mstep: Class 19 contains 26741 members 
Mstep: Class 20 contains 40476 members 
Mstep: Class 21 contains 43854 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38671 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45562 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939152.000000 Penalty: 90108.015625
Iteration 359Q: 28 clusters Score -1.269392e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 42460 members 
Mstep: Class 3 contains 46995 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 46572 members 
Mstep: Class 7 contains 42140 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42324 members 
Mstep: Class 11 contains 49622 members 
Mstep: Class 12 contains 44231 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46637 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42550 members 
Mstep: Class 19 contains 26727 members 
Mstep: Class 20 contains 40472 members 
Mstep: Class 21 contains 43867 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38697 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45586 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939336.000000 Penalty: 90108.015625
Iteration 360F: 28 clusters Score -1.269393e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 42457 members 
Mstep: Class 3 contains 46992 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2352 members 
Mstep: Class 6 contains 46565 members 
Mstep: Class 7 contains 42170 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42314 members 
Mstep: Class 11 contains 49660 members 
Mstep: Class 12 contains 44217 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46649 members 
Mstep: Class 16 contains 42736 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42548 members 
Mstep: Class 19 contains 26709 members 
Mstep: Class 20 contains 40462 members 
Mstep: Class 21 contains 43869 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38716 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45579 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939720.000000 Penalty: 90108.015625
Iteration 361Q: 28 clusters Score -1.269397e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 42453 members 
Mstep: Class 3 contains 46993 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 46555 members 
Mstep: Class 7 contains 42191 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42302 members 
Mstep: Class 11 contains 49666 members 
Mstep: Class 12 contains 44222 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46662 members 
Mstep: Class 16 contains 42725 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42540 members 
Mstep: Class 19 contains 26700 members 
Mstep: Class 20 contains 40454 members 
Mstep: Class 21 contains 43861 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38749 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45576 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939760.000000 Penalty: 90108.015625
Iteration 362Q: 28 clusters Score -1.269398e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 42464 members 
Mstep: Class 3 contains 46995 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 46526 members 
Mstep: Class 7 contains 42214 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42304 members 
Mstep: Class 11 contains 49672 members 
Mstep: Class 12 contains 44202 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46686 members 
Mstep: Class 16 contains 42715 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42532 members 
Mstep: Class 19 contains 26683 members 
Mstep: Class 20 contains 40455 members 
Mstep: Class 21 contains 43867 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38772 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45561 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939528.000000 Penalty: 90108.015625
Iteration 363Q: 28 clusters Score -1.269395e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 42450 members 
Mstep: Class 3 contains 46996 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 46491 members 
Mstep: Class 7 contains 42225 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42316 members 
Mstep: Class 11 contains 49685 members 
Mstep: Class 12 contains 44174 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46699 members 
Mstep: Class 16 contains 42709 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42524 members 
Mstep: Class 19 contains 26677 members 
Mstep: Class 20 contains 40454 members 
Mstep: Class 21 contains 43871 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38803 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45566 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939960.000000 Penalty: 90108.015625
Iteration 364Q: 28 clusters Score -1.2694e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 42449 members 
Mstep: Class 3 contains 47005 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 46466 members 
Mstep: Class 7 contains 42237 members 
Mstep: Class 8 contains 4122 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42313 members 
Mstep: Class 11 contains 49703 members 
Mstep: Class 12 contains 44163 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46704 members 
Mstep: Class 16 contains 42710 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42494 members 
Mstep: Class 19 contains 26673 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 43860 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38841 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45565 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940056.000000 Penalty: 90108.015625
Iteration 365Q: 28 clusters Score -1.269401e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 42440 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 46469 members 
Mstep: Class 7 contains 42255 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42335 members 
Mstep: Class 11 contains 49725 members 
Mstep: Class 12 contains 44151 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46676 members 
Mstep: Class 16 contains 42701 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42482 members 
Mstep: Class 19 contains 26670 members 
Mstep: Class 20 contains 40461 members 
Mstep: Class 21 contains 43852 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38870 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45557 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940080.000000 Penalty: 90108.015625
Iteration 366Q: 28 clusters Score -1.269401e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 42434 members 
Mstep: Class 3 contains 47009 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 46446 members 
Mstep: Class 7 contains 42261 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42351 members 
Mstep: Class 11 contains 49760 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46648 members 
Mstep: Class 16 contains 42684 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42469 members 
Mstep: Class 19 contains 26666 members 
Mstep: Class 20 contains 40471 members 
Mstep: Class 21 contains 43838 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38899 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45568 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940280.000000 Penalty: 90108.015625
Iteration 367Q: 28 clusters Score -1.269403e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 42416 members 
Mstep: Class 3 contains 47017 members 
Mstep: Class 4 contains 1169 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 46433 members 
Mstep: Class 7 contains 42269 members 
Mstep: Class 8 contains 4118 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42360 members 
Mstep: Class 11 contains 49782 members 
Mstep: Class 12 contains 44109 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46625 members 
Mstep: Class 16 contains 42662 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42467 members 
Mstep: Class 19 contains 26664 members 
Mstep: Class 20 contains 40480 members 
Mstep: Class 21 contains 43814 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38923 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45574 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940112.000000 Penalty: 90108.015625
Iteration 368Q: 28 clusters Score -1.269401e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 42407 members 
Mstep: Class 3 contains 47016 members 
Mstep: Class 4 contains 1169 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 46428 members 
Mstep: Class 7 contains 42279 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42361 members 
Mstep: Class 11 contains 49787 members 
Mstep: Class 12 contains 44104 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46607 members 
Mstep: Class 16 contains 42641 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42470 members 
Mstep: Class 19 contains 26660 members 
Mstep: Class 20 contains 40480 members 
Mstep: Class 21 contains 43804 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38952 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45561 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940080.000000 Penalty: 90108.015625
Iteration 369Q: 28 clusters Score -1.269401e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 42394 members 
Mstep: Class 3 contains 47016 members 
Mstep: Class 4 contains 1169 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 46418 members 
Mstep: Class 7 contains 42279 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42360 members 
Mstep: Class 11 contains 49780 members 
Mstep: Class 12 contains 44106 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46586 members 
Mstep: Class 16 contains 42627 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42470 members 
Mstep: Class 19 contains 26651 members 
Mstep: Class 20 contains 40468 members 
Mstep: Class 21 contains 43809 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 38999 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45569 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940240.000000 Penalty: 90108.015625
Iteration 370Q: 28 clusters Score -1.269402e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 42383 members 
Mstep: Class 3 contains 47026 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 46420 members 
Mstep: Class 7 contains 42294 members 
Mstep: Class 8 contains 4118 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42354 members 
Mstep: Class 11 contains 49786 members 
Mstep: Class 12 contains 44091 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46562 members 
Mstep: Class 16 contains 42620 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42446 members 
Mstep: Class 19 contains 26644 members 
Mstep: Class 20 contains 40460 members 
Mstep: Class 21 contains 43796 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39039 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45584 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940328.000000 Penalty: 90108.015625
Iteration 371Q: 28 clusters Score -1.269403e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 42390 members 
Mstep: Class 3 contains 47031 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 46404 members 
Mstep: Class 7 contains 42291 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42356 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 44081 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46566 members 
Mstep: Class 16 contains 42628 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42426 members 
Mstep: Class 19 contains 26635 members 
Mstep: Class 20 contains 40433 members 
Mstep: Class 21 contains 43777 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39078 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45606 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940272.000000 Penalty: 90108.015625
Iteration 372Q: 28 clusters Score -1.269403e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 42365 members 
Mstep: Class 3 contains 47050 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 46387 members 
Mstep: Class 7 contains 42296 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42360 members 
Mstep: Class 11 contains 49797 members 
Mstep: Class 12 contains 44071 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46564 members 
Mstep: Class 16 contains 42637 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42418 members 
Mstep: Class 19 contains 26623 members 
Mstep: Class 20 contains 40424 members 
Mstep: Class 21 contains 43764 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39123 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45598 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939976.000000 Penalty: 90108.015625
Iteration 373Q: 28 clusters Score -1.2694e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 42350 members 
Mstep: Class 3 contains 47064 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 46367 members 
Mstep: Class 7 contains 42318 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42353 members 
Mstep: Class 11 contains 49789 members 
Mstep: Class 12 contains 44074 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46568 members 
Mstep: Class 16 contains 42641 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 26607 members 
Mstep: Class 20 contains 40417 members 
Mstep: Class 21 contains 43743 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39153 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45587 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940056.000000 Penalty: 90108.015625
Iteration 374Q: 28 clusters Score -1.269401e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 42338 members 
Mstep: Class 3 contains 47071 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 46377 members 
Mstep: Class 7 contains 42333 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42360 members 
Mstep: Class 11 contains 49792 members 
Mstep: Class 12 contains 44071 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46539 members 
Mstep: Class 16 contains 42633 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42373 members 
Mstep: Class 19 contains 26596 members 
Mstep: Class 20 contains 40401 members 
Mstep: Class 21 contains 43733 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39180 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45628 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939904.000000 Penalty: 90108.015625
Iteration 375Q: 28 clusters Score -1.269399e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 42329 members 
Mstep: Class 3 contains 47080 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46361 members 
Mstep: Class 7 contains 42352 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42373 members 
Mstep: Class 11 contains 49811 members 
Mstep: Class 12 contains 44062 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46527 members 
Mstep: Class 16 contains 42635 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42356 members 
Mstep: Class 19 contains 26590 members 
Mstep: Class 20 contains 40396 members 
Mstep: Class 21 contains 43715 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39205 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45634 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939480.000000 Penalty: 90108.015625
Iteration 376Q: 28 clusters Score -1.269395e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 42319 members 
Mstep: Class 3 contains 47080 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46342 members 
Mstep: Class 7 contains 42358 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42395 members 
Mstep: Class 11 contains 49821 members 
Mstep: Class 12 contains 44045 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46523 members 
Mstep: Class 16 contains 42645 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42354 members 
Mstep: Class 19 contains 26576 members 
Mstep: Class 20 contains 40392 members 
Mstep: Class 21 contains 43712 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39247 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45624 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939440.000000 Penalty: 90108.015625
Iteration 377Q: 28 clusters Score -1.269394e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 42322 members 
Mstep: Class 3 contains 47085 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46345 members 
Mstep: Class 7 contains 42357 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42414 members 
Mstep: Class 11 contains 49839 members 
Mstep: Class 12 contains 44030 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46513 members 
Mstep: Class 16 contains 42634 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42365 members 
Mstep: Class 19 contains 26567 members 
Mstep: Class 20 contains 40381 members 
Mstep: Class 21 contains 43708 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39262 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45615 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939400.000000 Penalty: 90108.015625
Iteration 378Q: 28 clusters Score -1.269394e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 42306 members 
Mstep: Class 3 contains 47084 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46351 members 
Mstep: Class 7 contains 42360 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42433 members 
Mstep: Class 11 contains 49860 members 
Mstep: Class 12 contains 44011 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46503 members 
Mstep: Class 16 contains 42633 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42361 members 
Mstep: Class 19 contains 26565 members 
Mstep: Class 20 contains 40375 members 
Mstep: Class 21 contains 43713 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39293 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45581 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939544.000000 Penalty: 90108.015625
Iteration 379Q: 28 clusters Score -1.269395e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 42287 members 
Mstep: Class 3 contains 47084 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46354 members 
Mstep: Class 7 contains 42362 members 
Mstep: Class 8 contains 4128 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42446 members 
Mstep: Class 11 contains 49869 members 
Mstep: Class 12 contains 44008 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46507 members 
Mstep: Class 16 contains 42623 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42344 members 
Mstep: Class 19 contains 26559 members 
Mstep: Class 20 contains 40366 members 
Mstep: Class 21 contains 43713 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39324 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45571 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939488.000000 Penalty: 90108.015625
Iteration 380F: 28 clusters Score -1.269395e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 42268 members 
Mstep: Class 3 contains 47096 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46353 members 
Mstep: Class 7 contains 42385 members 
Mstep: Class 8 contains 4129 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42450 members 
Mstep: Class 11 contains 49892 members 
Mstep: Class 12 contains 44007 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46495 members 
Mstep: Class 16 contains 42630 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42326 members 
Mstep: Class 19 contains 26555 members 
Mstep: Class 20 contains 40353 members 
Mstep: Class 21 contains 43694 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39367 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45544 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939568.000000 Penalty: 90108.015625
Iteration 381Q: 28 clusters Score -1.269396e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 42270 members 
Mstep: Class 3 contains 47094 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 46327 members 
Mstep: Class 7 contains 42403 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42459 members 
Mstep: Class 11 contains 49906 members 
Mstep: Class 12 contains 44010 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46487 members 
Mstep: Class 16 contains 42622 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42324 members 
Mstep: Class 19 contains 26554 members 
Mstep: Class 20 contains 40342 members 
Mstep: Class 21 contains 43691 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39382 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45552 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939456.000000 Penalty: 90108.015625
Iteration 382Q: 28 clusters Score -1.269395e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 42236 members 
Mstep: Class 3 contains 47097 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2350 members 
Mstep: Class 6 contains 46308 members 
Mstep: Class 7 contains 42407 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42464 members 
Mstep: Class 11 contains 49914 members 
Mstep: Class 12 contains 44002 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46478 members 
Mstep: Class 16 contains 42615 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42333 members 
Mstep: Class 19 contains 26551 members 
Mstep: Class 20 contains 40335 members 
Mstep: Class 21 contains 43683 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39425 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45550 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939680.000000 Penalty: 90108.015625
Iteration 383Q: 28 clusters Score -1.269397e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 42209 members 
Mstep: Class 3 contains 47094 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46286 members 
Mstep: Class 7 contains 42412 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42478 members 
Mstep: Class 11 contains 49915 members 
Mstep: Class 12 contains 44002 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46483 members 
Mstep: Class 16 contains 42603 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42344 members 
Mstep: Class 19 contains 26548 members 
Mstep: Class 20 contains 40327 members 
Mstep: Class 21 contains 43699 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39460 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45524 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939472.000000 Penalty: 90108.015625
Iteration 384Q: 28 clusters Score -1.269395e+08 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 42196 members 
Mstep: Class 3 contains 47089 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46291 members 
Mstep: Class 7 contains 42434 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42494 members 
Mstep: Class 11 contains 49906 members 
Mstep: Class 12 contains 44015 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46476 members 
Mstep: Class 16 contains 42588 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42343 members 
Mstep: Class 19 contains 26543 members 
Mstep: Class 20 contains 40325 members 
Mstep: Class 21 contains 43707 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39489 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45504 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939424.000000 Penalty: 90108.015625
Iteration 385Q: 28 clusters Score -1.269394e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 42211 members 
Mstep: Class 3 contains 47093 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46268 members 
Mstep: Class 7 contains 42424 members 
Mstep: Class 8 contains 4128 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42495 members 
Mstep: Class 11 contains 49910 members 
Mstep: Class 12 contains 44017 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46482 members 
Mstep: Class 16 contains 42583 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42345 members 
Mstep: Class 19 contains 26546 members 
Mstep: Class 20 contains 40315 members 
Mstep: Class 21 contains 43703 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39531 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45490 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939352.000000 Penalty: 90108.015625
Iteration 386Q: 28 clusters Score -1.269394e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 42219 members 
Mstep: Class 3 contains 47100 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46261 members 
Mstep: Class 7 contains 42438 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42497 members 
Mstep: Class 11 contains 49918 members 
Mstep: Class 12 contains 44011 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46464 members 
Mstep: Class 16 contains 42598 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42357 members 
Mstep: Class 19 contains 26537 members 
Mstep: Class 20 contains 40310 members 
Mstep: Class 21 contains 43691 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39553 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45463 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939208.000000 Penalty: 90108.015625
Iteration 387Q: 28 clusters Score -1.269392e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 42213 members 
Mstep: Class 3 contains 47091 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46254 members 
Mstep: Class 7 contains 42460 members 
Mstep: Class 8 contains 4130 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42499 members 
Mstep: Class 11 contains 49898 members 
Mstep: Class 12 contains 44010 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46463 members 
Mstep: Class 16 contains 42604 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42365 members 
Mstep: Class 19 contains 26533 members 
Mstep: Class 20 contains 40305 members 
Mstep: Class 21 contains 43678 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39575 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45464 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939320.000000 Penalty: 90108.015625
Iteration 388Q: 28 clusters Score -1.269393e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 42221 members 
Mstep: Class 3 contains 47099 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46263 members 
Mstep: Class 7 contains 42459 members 
Mstep: Class 8 contains 4129 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42498 members 
Mstep: Class 11 contains 49866 members 
Mstep: Class 12 contains 44009 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46456 members 
Mstep: Class 16 contains 42619 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42371 members 
Mstep: Class 19 contains 26530 members 
Mstep: Class 20 contains 40298 members 
Mstep: Class 21 contains 43669 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39608 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45445 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939528.000000 Penalty: 90108.015625
Iteration 389Q: 28 clusters Score -1.269395e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 42222 members 
Mstep: Class 3 contains 47108 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46255 members 
Mstep: Class 7 contains 42469 members 
Mstep: Class 8 contains 4128 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42488 members 
Mstep: Class 11 contains 49839 members 
Mstep: Class 12 contains 43997 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46469 members 
Mstep: Class 16 contains 42639 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42361 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 40301 members 
Mstep: Class 21 contains 43659 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39653 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45441 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939424.000000 Penalty: 90108.015625
Iteration 390Q: 28 clusters Score -1.269394e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 42206 members 
Mstep: Class 3 contains 47110 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46263 members 
Mstep: Class 7 contains 42480 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42495 members 
Mstep: Class 11 contains 49835 members 
Mstep: Class 12 contains 43982 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46467 members 
Mstep: Class 16 contains 42649 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42340 members 
Mstep: Class 19 contains 26521 members 
Mstep: Class 20 contains 40296 members 
Mstep: Class 21 contains 43647 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39681 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45446 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939656.000000 Penalty: 90108.015625
Iteration 391Q: 28 clusters Score -1.269397e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 42208 members 
Mstep: Class 3 contains 47104 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46280 members 
Mstep: Class 7 contains 42496 members 
Mstep: Class 8 contains 4135 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42498 members 
Mstep: Class 11 contains 49824 members 
Mstep: Class 12 contains 43975 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46471 members 
Mstep: Class 16 contains 42648 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42319 members 
Mstep: Class 19 contains 26517 members 
Mstep: Class 20 contains 40306 members 
Mstep: Class 21 contains 43650 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39691 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45431 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939432.000000 Penalty: 90108.015625
Iteration 392Q: 28 clusters Score -1.269394e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 42200 members 
Mstep: Class 3 contains 47097 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46269 members 
Mstep: Class 7 contains 42505 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42501 members 
Mstep: Class 11 contains 49822 members 
Mstep: Class 12 contains 43976 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46489 members 
Mstep: Class 16 contains 42626 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42316 members 
Mstep: Class 19 contains 26512 members 
Mstep: Class 20 contains 40308 members 
Mstep: Class 21 contains 43653 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39706 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45432 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939696.000000 Penalty: 90108.015625
Iteration 393Q: 28 clusters Score -1.269397e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 42186 members 
Mstep: Class 3 contains 47091 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46266 members 
Mstep: Class 7 contains 42518 members 
Mstep: Class 8 contains 4139 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42499 members 
Mstep: Class 11 contains 49832 members 
Mstep: Class 12 contains 43982 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46500 members 
Mstep: Class 16 contains 42610 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42311 members 
Mstep: Class 19 contains 26509 members 
Mstep: Class 20 contains 40303 members 
Mstep: Class 21 contains 43643 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39719 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45419 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939776.000000 Penalty: 90108.015625
Iteration 394Q: 28 clusters Score -1.269398e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 42178 members 
Mstep: Class 3 contains 47084 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46262 members 
Mstep: Class 7 contains 42529 members 
Mstep: Class 8 contains 4143 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42493 members 
Mstep: Class 11 contains 49846 members 
Mstep: Class 12 contains 43986 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46507 members 
Mstep: Class 16 contains 42611 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42303 members 
Mstep: Class 19 contains 26504 members 
Mstep: Class 20 contains 40304 members 
Mstep: Class 21 contains 43623 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39725 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45427 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939800.000000 Penalty: 90108.015625
Iteration 395Q: 28 clusters Score -1.269398e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 42178 members 
Mstep: Class 3 contains 47067 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46252 members 
Mstep: Class 7 contains 42527 members 
Mstep: Class 8 contains 4144 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42487 members 
Mstep: Class 11 contains 49834 members 
Mstep: Class 12 contains 43990 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46526 members 
Mstep: Class 16 contains 42623 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42312 members 
Mstep: Class 19 contains 26504 members 
Mstep: Class 20 contains 40306 members 
Mstep: Class 21 contains 43623 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39741 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45421 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939744.000000 Penalty: 90108.015625
Iteration 396Q: 28 clusters Score -1.269397e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 42184 members 
Mstep: Class 3 contains 47053 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46242 members 
Mstep: Class 7 contains 42525 members 
Mstep: Class 8 contains 4145 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42485 members 
Mstep: Class 11 contains 49835 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46544 members 
Mstep: Class 16 contains 42639 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42320 members 
Mstep: Class 19 contains 26499 members 
Mstep: Class 20 contains 40310 members 
Mstep: Class 21 contains 43617 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39753 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45412 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939744.000000 Penalty: 90108.015625
Iteration 397Q: 28 clusters Score -1.269397e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 42162 members 
Mstep: Class 3 contains 47037 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46226 members 
Mstep: Class 7 contains 42531 members 
Mstep: Class 8 contains 4147 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42489 members 
Mstep: Class 11 contains 49826 members 
Mstep: Class 12 contains 43993 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46540 members 
Mstep: Class 16 contains 42653 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42318 members 
Mstep: Class 19 contains 26498 members 
Mstep: Class 20 contains 40320 members 
Mstep: Class 21 contains 43621 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39775 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45401 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939576.000000 Penalty: 90108.015625
Iteration 398Q: 28 clusters Score -1.269396e+08 nChanged 693
Entering ConstructFrom: 
Score: -126939576.000000 Penalty: 90108.015625
Entering ConstructFrom: 
Trying to split cluster 1 (45341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Entering Unmasked Estep 
Score: -8423763.000000 Penalty: 2659.047852
	Iteration 0F: 2 clusters Score -8423763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -8394516.000000 Penalty: 5318.095703
	Iteration 0F: 3 clusters Score -8394516 nChanged 20919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -8405841.000000 Penalty: 5318.095703
	Iteration 1F: 3 clusters Score -8405841 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -8406362.000000 Penalty: 5318.095703
	Iteration 2Q: 3 clusters Score -8406362 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -8406771.000000 Penalty: 5318.095703
	Iteration 3Q: 3 clusters Score -8406771 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -8407266.000000 Penalty: 5318.095703
	Iteration 4Q: 3 clusters Score -8407266 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -8407937.000000 Penalty: 5318.095703
	Iteration 5Q: 3 clusters Score -8407937 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -8408829.000000 Penalty: 5318.095703
	Iteration 6Q: 3 clusters Score -8408829 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -8410323.000000 Penalty: 5318.095703
	Iteration 7F: 3 clusters Score -8410323 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -8412499.000000 Penalty: 5318.095703
	Iteration 8F: 3 clusters Score -8412499 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -8415312.000000 Penalty: 5318.095703
	Iteration 9F: 3 clusters Score -8415312 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -8418030.000000 Penalty: 5318.095703
	Iteration 10F: 3 clusters Score -8418030 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -8419963.000000 Penalty: 5318.095703
	Iteration 11Q: 3 clusters Score -8419963 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8420896.000000 Penalty: 5318.095703
	Iteration 12Q: 3 clusters Score -8420896 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8421171.000000 Penalty: 5318.095703
	Iteration 13Q: 3 clusters Score -8421171 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8421304.000000 Penalty: 5318.095703
	Iteration 14Q: 3 clusters Score -8421304 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8421390.000000 Penalty: 5318.095703
	Iteration 15Q: 3 clusters Score -8421390 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8421453.000000 Penalty: 5318.095703
	Iteration 16Q: 3 clusters Score -8421453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8421486.000000 Penalty: 5318.095703
	Iteration 17Q: 3 clusters Score -8421486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8421515.000000 Penalty: 5318.095703
	Iteration 18Q: 3 clusters Score -8421515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8421533.000000 Penalty: 5318.095703
	Iteration 19Q: 3 clusters Score -8421533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8421535.000000 Penalty: 5318.095703
	Iteration 20F: 3 clusters Score -8421535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8421547.000000 Penalty: 5318.095703
	Iteration 21Q: 3 clusters Score -8421547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8421567.000000 Penalty: 5318.095703
	Iteration 22Q: 3 clusters Score -8421567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8421577.000000 Penalty: 5318.095703
	Iteration 23Q: 3 clusters Score -8421577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8421582.000000 Penalty: 5318.095703
	Iteration 24Q: 3 clusters Score -8421582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8421581.000000 Penalty: 5318.095703
	Iteration 25Q: 3 clusters Score -8421581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8421586.000000 Penalty: 5318.095703
	Iteration 26Q: 3 clusters Score -8421586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8421582.000000 Penalty: 5318.095703
	Iteration 27Q: 3 clusters Score -8421582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8421583.000000 Penalty: 5318.095703
	Iteration 28Q: 3 clusters Score -8421583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8421589.000000 Penalty: 5318.095703
	Iteration 29Q: 3 clusters Score -8421589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8421585.000000 Penalty: 5318.095703
	Iteration 30Q: 3 clusters Score -8421585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8421584.000000 Penalty: 5318.095703
	Iteration 31Q: 3 clusters Score -8421584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8421584.000000 Penalty: 5318.095703
	Iteration 32F: 3 clusters Score -8421584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Entering Unmasked Estep 
Score: -7797240.500000 Penalty: 2640.931885
	Iteration 0F: 2 clusters Score -7797240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -7769024.000000 Penalty: 5281.863770
	Iteration 0F: 3 clusters Score -7769024 nChanged 19207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -7779614.500000 Penalty: 5281.863770
	Iteration 1F: 3 clusters Score -7779614 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -7780478.000000 Penalty: 5281.863770
	Iteration 2Q: 3 clusters Score -7780478 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -7781655.500000 Penalty: 5281.863770
	Iteration 3F: 3 clusters Score -7781656 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -7783125.500000 Penalty: 5281.863770
	Iteration 4F: 3 clusters Score -7783126 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -7785078.000000 Penalty: 5281.863770
	Iteration 5F: 3 clusters Score -7785078 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -7787499.500000 Penalty: 5281.863770
	Iteration 6F: 3 clusters Score -7787500 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -7790332.500000 Penalty: 5281.863770
	Iteration 7F: 3 clusters Score -7790332 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -7792667.000000 Penalty: 5281.863770
	Iteration 8F: 3 clusters Score -7792667 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -7793877.000000 Penalty: 5281.863770
	Iteration 9Q: 3 clusters Score -7793877 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -7794365.500000 Penalty: 5281.863770
	Iteration 10Q: 3 clusters Score -7794366 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -7794607.000000 Penalty: 5281.863770
	Iteration 11Q: 3 clusters Score -7794607 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -7794775.000000 Penalty: 5281.863770
	Iteration 12Q: 3 clusters Score -7794775 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -7794890.500000 Penalty: 5281.863770
	Iteration 13Q: 3 clusters Score -7794890 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -7794979.500000 Penalty: 5281.863770
	Iteration 14Q: 3 clusters Score -7794980 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -7795056.500000 Penalty: 5281.863770
	Iteration 15Q: 3 clusters Score -7795056 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -7795107.500000 Penalty: 5281.863770
	Iteration 16Q: 3 clusters Score -7795108 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -7795127.500000 Penalty: 5281.863770
	Iteration 17Q: 3 clusters Score -7795128 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -7795148.500000 Penalty: 5281.863770
	Iteration 18Q: 3 clusters Score -7795148 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -7795212.500000 Penalty: 5281.863770
	Iteration 19Q: 3 clusters Score -7795212 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -7795259.000000 Penalty: 5281.863770
	Iteration 20F: 3 clusters Score -7795259 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -7795295.000000 Penalty: 5281.863770
	Iteration 21Q: 3 clusters Score -7795295 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -7795296.000000 Penalty: 5281.863770
	Iteration 22Q: 3 clusters Score -7795296 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -7795352.000000 Penalty: 5281.863770
	Iteration 23Q: 3 clusters Score -7795352 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -7795410.000000 Penalty: 5281.863770
	Iteration 24Q: 3 clusters Score -7795410 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -7795435.000000 Penalty: 5281.863770
	Iteration 25Q: 3 clusters Score -7795435 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -7795452.500000 Penalty: 5281.863770
	Iteration 26Q: 3 clusters Score -7795452 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -7795470.000000 Penalty: 5281.863770
	Iteration 27Q: 3 clusters Score -7795470 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -7795500.500000 Penalty: 5281.863770
	Iteration 28Q: 3 clusters Score -7795500 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -7795505.000000 Penalty: 5281.863770
	Iteration 29Q: 3 clusters Score -7795505 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -7795529.000000 Penalty: 5281.863770
	Iteration 30Q: 3 clusters Score -7795529 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -7795565.500000 Penalty: 5281.863770
	Iteration 31Q: 3 clusters Score -7795566 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -7795599.000000 Penalty: 5281.863770
	Iteration 32Q: 3 clusters Score -7795599 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -7795586.000000 Penalty: 5281.863770
	Iteration 33Q: 3 clusters Score -7795586 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -7795629.500000 Penalty: 5281.863770
	Iteration 34Q: 3 clusters Score -7795630 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -7795662.000000 Penalty: 5281.863770
	Iteration 35Q: 3 clusters Score -7795662 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -7795685.500000 Penalty: 5281.863770
	Iteration 36Q: 3 clusters Score -7795686 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -7795724.500000 Penalty: 5281.863770
	Iteration 37Q: 3 clusters Score -7795724 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -7795732.000000 Penalty: 5281.863770
	Iteration 38Q: 3 clusters Score -7795732 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -7795756.000000 Penalty: 5281.863770
	Iteration 39Q: 3 clusters Score -7795756 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -7795782.000000 Penalty: 5281.863770
	Iteration 40F: 3 clusters Score -7795782 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -7795804.000000 Penalty: 5281.863770
	Iteration 41Q: 3 clusters Score -7795804 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -7795819.500000 Penalty: 5281.863770
	Iteration 42Q: 3 clusters Score -7795820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -7795826.500000 Penalty: 5281.863770
	Iteration 43Q: 3 clusters Score -7795826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -7795832.500000 Penalty: 5281.863770
	Iteration 44Q: 3 clusters Score -7795832 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -7795841.000000 Penalty: 5281.863770
	Iteration 45Q: 3 clusters Score -7795841 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -7795838.000000 Penalty: 5281.863770
	Iteration 46Q: 3 clusters Score -7795838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -7795856.000000 Penalty: 5281.863770
	Iteration 47Q: 3 clusters Score -7795856 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -7795864.500000 Penalty: 5281.863770
	Iteration 48Q: 3 clusters Score -7795864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -7795853.500000 Penalty: 5281.863770
	Iteration 49Q: 3 clusters Score -7795854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -7795861.500000 Penalty: 5281.863770
	Iteration 50Q: 3 clusters Score -7795862 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -7795867.500000 Penalty: 5281.863770
	Iteration 51Q: 3 clusters Score -7795868 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -7795882.500000 Penalty: 5281.863770
	Iteration 52Q: 3 clusters Score -7795882 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -7795900.000000 Penalty: 5281.863770
	Iteration 53Q: 3 clusters Score -7795900 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -7795918.500000 Penalty: 5281.863770
	Iteration 54Q: 3 clusters Score -7795918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -7795929.500000 Penalty: 5281.863770
	Iteration 55Q: 3 clusters Score -7795930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -7795935.000000 Penalty: 5281.863770
	Iteration 56Q: 3 clusters Score -7795935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -7795941.500000 Penalty: 5281.863770
	Iteration 57Q: 3 clusters Score -7795942 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -7795949.500000 Penalty: 5281.863770
	Iteration 58Q: 3 clusters Score -7795950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -7795962.500000 Penalty: 5281.863770
	Iteration 59Q: 3 clusters Score -7795962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -7795954.500000 Penalty: 5281.863770
	Iteration 60F: 3 clusters Score -7795954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -7795979.500000 Penalty: 5281.863770
	Iteration 61Q: 3 clusters Score -7795980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -7795997.500000 Penalty: 5281.863770
	Iteration 62Q: 3 clusters Score -7795998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -7795995.500000 Penalty: 5281.863770
	Iteration 63Q: 3 clusters Score -7795996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -7795998.500000 Penalty: 5281.863770
	Iteration 64Q: 3 clusters Score -7795998 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -7795996.500000 Penalty: 5281.863770
	Iteration 65Q: 3 clusters Score -7795996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -7796004.000000 Penalty: 5281.863770
	Iteration 66Q: 3 clusters Score -7796004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -7796001.000000 Penalty: 5281.863770
	Iteration 67Q: 3 clusters Score -7796001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -7796018.500000 Penalty: 5281.863770
	Iteration 68Q: 3 clusters Score -7796018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -7796012.000000 Penalty: 5281.863770
	Iteration 69Q: 3 clusters Score -7796012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -7796021.000000 Penalty: 5281.863770
	Iteration 70Q: 3 clusters Score -7796021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -7796015.500000 Penalty: 5281.863770
	Iteration 71Q: 3 clusters Score -7796016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -7796018.500000 Penalty: 5281.863770
	Iteration 72Q: 3 clusters Score -7796018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -7796028.500000 Penalty: 5281.863770
	Iteration 73Q: 3 clusters Score -7796028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -7796035.000000 Penalty: 5281.863770
	Iteration 74Q: 3 clusters Score -7796035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -7796040.000000 Penalty: 5281.863770
	Iteration 75Q: 3 clusters Score -7796040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -7796045.000000 Penalty: 5281.863770
	Iteration 76Q: 3 clusters Score -7796045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -7796041.000000 Penalty: 5281.863770
	Iteration 77Q: 3 clusters Score -7796041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -7796034.000000 Penalty: 5281.863770
	Iteration 78Q: 3 clusters Score -7796034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -7796038.500000 Penalty: 5281.863770
	Iteration 79Q: 3 clusters Score -7796038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -7796030.000000 Penalty: 5281.863770
	Iteration 80F: 3 clusters Score -7796030 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -7796046.500000 Penalty: 5281.863770
	Iteration 81Q: 3 clusters Score -7796046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -7796041.000000 Penalty: 5281.863770
	Iteration 82Q: 3 clusters Score -7796041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -7796040.000000 Penalty: 5281.863770
	Iteration 83Q: 3 clusters Score -7796040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -7796037.500000 Penalty: 5281.863770
	Iteration 84Q: 3 clusters Score -7796038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -7796038.000000 Penalty: 5281.863770
	Iteration 85Q: 3 clusters Score -7796038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -7796057.500000 Penalty: 5281.863770
	Iteration 86Q: 3 clusters Score -7796058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -7796060.500000 Penalty: 5281.863770
	Iteration 87Q: 3 clusters Score -7796060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -7796062.500000 Penalty: 5281.863770
	Iteration 88Q: 3 clusters Score -7796062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -7796068.500000 Penalty: 5281.863770
	Iteration 89Q: 3 clusters Score -7796068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -7796052.000000 Penalty: 5281.863770
	Iteration 90Q: 3 clusters Score -7796052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -7796056.500000 Penalty: 5281.863770
	Iteration 91Q: 3 clusters Score -7796056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -7796065.000000 Penalty: 5281.863770
	Iteration 92Q: 3 clusters Score -7796065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -7796062.500000 Penalty: 5281.863770
	Iteration 93Q: 3 clusters Score -7796062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -7796074.500000 Penalty: 5281.863770
	Iteration 94Q: 3 clusters Score -7796074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -7796070.500000 Penalty: 5281.863770
	Iteration 95Q: 3 clusters Score -7796070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -7796076.500000 Penalty: 5281.863770
	Iteration 96Q: 3 clusters Score -7796076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -7796079.500000 Penalty: 5281.863770
	Iteration 97Q: 3 clusters Score -7796080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -7796082.000000 Penalty: 5281.863770
	Iteration 98Q: 3 clusters Score -7796082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -7796084.000000 Penalty: 5281.863770
	Iteration 99Q: 3 clusters Score -7796084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -7796086.000000 Penalty: 5281.863770
	Iteration 100F: 3 clusters Score -7796086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -7796083.500000 Penalty: 5281.863770
	Iteration 101Q: 3 clusters Score -7796084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -7796090.000000 Penalty: 5281.863770
	Iteration 102Q: 3 clusters Score -7796090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -7796095.500000 Penalty: 5281.863770
	Iteration 103Q: 3 clusters Score -7796096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -7796094.000000 Penalty: 5281.863770
	Iteration 104Q: 3 clusters Score -7796094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -7796090.500000 Penalty: 5281.863770
	Iteration 105Q: 3 clusters Score -7796090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -7796096.500000 Penalty: 5281.863770
	Iteration 106Q: 3 clusters Score -7796096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -7796095.000000 Penalty: 5281.863770
	Iteration 107Q: 3 clusters Score -7796095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -7796094.500000 Penalty: 5281.863770
	Iteration 108Q: 3 clusters Score -7796094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -7796091.500000 Penalty: 5281.863770
	Iteration 109Q: 3 clusters Score -7796092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -7796093.500000 Penalty: 5281.863770
	Iteration 110Q: 3 clusters Score -7796094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -7796094.500000 Penalty: 5281.863770
	Iteration 111Q: 3 clusters Score -7796094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -7796097.500000 Penalty: 5281.863770
	Iteration 112Q: 3 clusters Score -7796098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -7796099.500000 Penalty: 5281.863770
	Iteration 113Q: 3 clusters Score -7796100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -7796094.500000 Penalty: 5281.863770
	Iteration 114Q: 3 clusters Score -7796094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -7796089.500000 Penalty: 5281.863770
	Iteration 115Q: 3 clusters Score -7796090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -7796091.500000 Penalty: 5281.863770
	Iteration 116Q: 3 clusters Score -7796092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -7796083.500000 Penalty: 5281.863770
	Iteration 117Q: 3 clusters Score -7796084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -7796094.000000 Penalty: 5281.863770
	Iteration 118Q: 3 clusters Score -7796094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -7796090.500000 Penalty: 5281.863770
	Iteration 119Q: 3 clusters Score -7796090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -7796080.500000 Penalty: 5281.863770
	Iteration 120F: 3 clusters Score -7796080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -7796078.000000 Penalty: 5281.863770
	Iteration 121Q: 3 clusters Score -7796078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -7796087.500000 Penalty: 5281.863770
	Iteration 122Q: 3 clusters Score -7796088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -7796103.000000 Penalty: 5281.863770
	Iteration 123Q: 3 clusters Score -7796103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -7796100.500000 Penalty: 5281.863770
	Iteration 124Q: 3 clusters Score -7796100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -7796106.000000 Penalty: 5281.863770
	Iteration 125Q: 3 clusters Score -7796106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -7796111.000000 Penalty: 5281.863770
	Iteration 126Q: 3 clusters Score -7796111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -7796101.000000 Penalty: 5281.863770
	Iteration 127Q: 3 clusters Score -7796101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -7796112.500000 Penalty: 5281.863770
	Iteration 128Q: 3 clusters Score -7796112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -7796116.500000 Penalty: 5281.863770
	Iteration 129Q: 3 clusters Score -7796116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -7796116.500000 Penalty: 5281.863770
	Iteration 130F: 3 clusters Score -7796116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Entering Unmasked Estep 
Score: -8602116.000000 Penalty: 2668.139160
	Iteration 0F: 2 clusters Score -8602116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -8571578.000000 Penalty: 5336.278320
	Iteration 0F: 3 clusters Score -8571578 nChanged 21691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -8583587.000000 Penalty: 5336.278320
	Iteration 1F: 3 clusters Score -8583587 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -8584194.000000 Penalty: 5336.278320
	Iteration 2Q: 3 clusters Score -8584194 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -8584768.000000 Penalty: 5336.278320
	Iteration 3Q: 3 clusters Score -8584768 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -8585523.000000 Penalty: 5336.278320
	Iteration 4Q: 3 clusters Score -8585523 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -8586780.000000 Penalty: 5336.278320
	Iteration 5F: 3 clusters Score -8586780 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -8588703.000000 Penalty: 5336.278320
	Iteration 6F: 3 clusters Score -8588703 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -8591825.000000 Penalty: 5336.278320
	Iteration 7F: 3 clusters Score -8591825 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -8595509.000000 Penalty: 5336.278320
	Iteration 8F: 3 clusters Score -8595509 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8598012.000000 Penalty: 5336.278320
	Iteration 9F: 3 clusters Score -8598012 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8599060.000000 Penalty: 5336.278320
	Iteration 10Q: 3 clusters Score -8599060 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8599447.000000 Penalty: 5336.278320
	Iteration 11Q: 3 clusters Score -8599447 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8599588.000000 Penalty: 5336.278320
	Iteration 12Q: 3 clusters Score -8599588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8599667.000000 Penalty: 5336.278320
	Iteration 13Q: 3 clusters Score -8599667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8599697.000000 Penalty: 5336.278320
	Iteration 14Q: 3 clusters Score -8599697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8599710.000000 Penalty: 5336.278320
	Iteration 15Q: 3 clusters Score -8599710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8599728.000000 Penalty: 5336.278320
	Iteration 16Q: 3 clusters Score -8599728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8599739.000000 Penalty: 5336.278320
	Iteration 17Q: 3 clusters Score -8599739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8599742.000000 Penalty: 5336.278320
	Iteration 18Q: 3 clusters Score -8599742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8599752.000000 Penalty: 5336.278320
	Iteration 19Q: 3 clusters Score -8599752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8599759.000000 Penalty: 5336.278320
	Iteration 20F: 3 clusters Score -8599759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -203713.000000 Penalty: 1751.210938
	Iteration 0F: 2 clusters Score -203713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -201712.875000 Penalty: 3502.421875
	Iteration 0F: 3 clusters Score -201712.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -202202.906250 Penalty: 3502.421875
	Iteration 1F: 3 clusters Score -202202.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -202416.515625 Penalty: 3502.421875
	Iteration 2F: 3 clusters Score -202416.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -202620.562500 Penalty: 3502.421875
	Iteration 3F: 3 clusters Score -202620.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -202881.515625 Penalty: 3502.421875
	Iteration 4F: 3 clusters Score -202881.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -203148.640625 Penalty: 3502.421875
	Iteration 5F: 3 clusters Score -203148.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -203355.218750 Penalty: 3502.421875
	Iteration 6Q: 3 clusters Score -203355.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -203452.281250 Penalty: 3502.421875
	Iteration 7Q: 3 clusters Score -203452.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -203508.218750 Penalty: 3502.421875
	Iteration 8Q: 3 clusters Score -203508.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -203554.093750 Penalty: 3502.421875
	Iteration 9Q: 3 clusters Score -203554.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -203615.421875 Penalty: 3502.421875
	Iteration 10Q: 3 clusters Score -203615.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -203649.953125 Penalty: 3502.421875
	Iteration 11Q: 3 clusters Score -203650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -203670.375000 Penalty: 3502.421875
	Iteration 12Q: 3 clusters Score -203670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -203676.984375 Penalty: 3502.421875
	Iteration 13Q: 3 clusters Score -203677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -203690.109375 Penalty: 3502.421875
	Iteration 14Q: 3 clusters Score -203690.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -203713.078125 Penalty: 3502.421875
	Iteration 15Q: 3 clusters Score -203713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -203733.031250 Penalty: 3502.421875
	Iteration 16Q: 3 clusters Score -203733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -203737.875000 Penalty: 3502.421875
	Iteration 17Q: 3 clusters Score -203737.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -203738.859375 Penalty: 3502.421875
	Iteration 18Q: 3 clusters Score -203738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -203740.156250 Penalty: 3502.421875
	Iteration 19Q: 3 clusters Score -203740.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -203757.312500 Penalty: 3502.421875
	Iteration 20F: 3 clusters Score -203757.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -203774.984375 Penalty: 3502.421875
	Iteration 21Q: 3 clusters Score -203775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -203783.500000 Penalty: 3502.421875
	Iteration 22Q: 3 clusters Score -203783.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -203795.531250 Penalty: 3502.421875
	Iteration 23Q: 3 clusters Score -203795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -203798.031250 Penalty: 3502.421875
	Iteration 24Q: 3 clusters Score -203798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -203798.031250 Penalty: 3502.421875
	Iteration 25F: 3 clusters Score -203798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 42147 members 
Mstep: Class 3 contains 47034 members 
Mstep: Class 4 contains 925 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46214 members 
Mstep: Class 7 contains 42535 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 11 contains 49813 members 
Mstep: Class 12 contains 43985 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46524 members 
Mstep: Class 16 contains 42663 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42315 members 
Mstep: Class 19 contains 26496 members 
Mstep: Class 20 contains 40325 members 
Mstep: Class 21 contains 43625 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39788 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45387 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 241 members 
Entering Unmasked Estep 
Score: -126938016.000000 Penalty: 93445.343750
Splitting cluster 4 changes total score from -126939576.000000 to -126938016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -408080.281250 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -408080.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -405229.312500 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -405229.3 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -405839.312500 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -405839.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -405968.625000 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -405968.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -406032.218750 Penalty: 3849.403076
	Iteration 3Q: 3 clusters Score -406032.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -406087.656250 Penalty: 3849.403076
	Iteration 4Q: 3 clusters Score -406087.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -406126.968750 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -406127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -406152.031250 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -406152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -406165.750000 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -406165.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -406174.750000 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -406174.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -406179.906250 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -406179.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -406184.031250 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -406184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -406189.593750 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -406189.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -406193.843750 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -406193.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -406200.281250 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -406200.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -406211.937500 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -406211.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -406218.437500 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -406218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -406223.250000 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -406223.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -406228.968750 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -406229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -406236.312500 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -406236.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -406237.156250 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -406237.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -406238.562500 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -406238.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Entering Unmasked Estep 
Score: -8648120.000000 Penalty: 2663.777588
	Iteration 0F: 2 clusters Score -8648120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -8619189.000000 Penalty: 5327.555176
	Iteration 0F: 3 clusters Score -8619189 nChanged 21281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -8630721.000000 Penalty: 5327.555176
	Iteration 1F: 3 clusters Score -8630721 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -8631304.000000 Penalty: 5327.555176
	Iteration 2Q: 3 clusters Score -8631304 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -8632026.000000 Penalty: 5327.555176
	Iteration 3Q: 3 clusters Score -8632026 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -8633029.000000 Penalty: 5327.555176
	Iteration 4Q: 3 clusters Score -8633029 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -8634469.000000 Penalty: 5327.555176
	Iteration 5F: 3 clusters Score -8634469 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -8636324.000000 Penalty: 5327.555176
	Iteration 6F: 3 clusters Score -8636324 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -8638592.000000 Penalty: 5327.555176
	Iteration 7F: 3 clusters Score -8638592 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -8640904.000000 Penalty: 5327.555176
	Iteration 8F: 3 clusters Score -8640904 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -8642880.000000 Penalty: 5327.555176
	Iteration 9F: 3 clusters Score -8642880 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -8644118.000000 Penalty: 5327.555176
	Iteration 10Q: 3 clusters Score -8644118 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -8644886.000000 Penalty: 5327.555176
	Iteration 11Q: 3 clusters Score -8644886 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -8645340.000000 Penalty: 5327.555176
	Iteration 12Q: 3 clusters Score -8645340 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -8645700.000000 Penalty: 5327.555176
	Iteration 13Q: 3 clusters Score -8645700 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -8645916.000000 Penalty: 5327.555176
	Iteration 14Q: 3 clusters Score -8645916 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -8646093.000000 Penalty: 5327.555176
	Iteration 15Q: 3 clusters Score -8646093 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -8646281.000000 Penalty: 5327.555176
	Iteration 16Q: 3 clusters Score -8646281 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8646420.000000 Penalty: 5327.555176
	Iteration 17Q: 3 clusters Score -8646420 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8646471.000000 Penalty: 5327.555176
	Iteration 18Q: 3 clusters Score -8646471 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8646482.000000 Penalty: 5327.555176
	Iteration 19Q: 3 clusters Score -8646482 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8646468.000000 Penalty: 5327.555176
	Iteration 20F: 3 clusters Score -8646468 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8646483.000000 Penalty: 5327.555176
	Iteration 21Q: 3 clusters Score -8646483 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8646459.000000 Penalty: 5327.555176
	Iteration 22Q: 3 clusters Score -8646459 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8646434.000000 Penalty: 5327.555176
	Iteration 23Q: 3 clusters Score -8646434 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8646419.000000 Penalty: 5327.555176
	Iteration 24Q: 3 clusters Score -8646419 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8646411.000000 Penalty: 5327.555176
	Iteration 25Q: 3 clusters Score -8646411 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8646410.000000 Penalty: 5327.555176
	Iteration 26Q: 3 clusters Score -8646410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8646393.000000 Penalty: 5327.555176
	Iteration 27Q: 3 clusters Score -8646393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8646382.000000 Penalty: 5327.555176
	Iteration 28Q: 3 clusters Score -8646382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8646367.000000 Penalty: 5327.555176
	Iteration 29Q: 3 clusters Score -8646367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8646347.000000 Penalty: 5327.555176
	Iteration 30Q: 3 clusters Score -8646347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8646338.000000 Penalty: 5327.555176
	Iteration 31Q: 3 clusters Score -8646338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8646334.000000 Penalty: 5327.555176
	Iteration 32Q: 3 clusters Score -8646334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8646322.000000 Penalty: 5327.555176
	Iteration 33Q: 3 clusters Score -8646322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8646322.000000 Penalty: 5327.555176
	Iteration 34Q: 3 clusters Score -8646322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8646327.000000 Penalty: 5327.555176
	Iteration 35Q: 3 clusters Score -8646327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8646332.000000 Penalty: 5327.555176
	Iteration 36Q: 3 clusters Score -8646332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8646332.000000 Penalty: 5327.555176
	Iteration 37Q: 3 clusters Score -8646332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8646330.000000 Penalty: 5327.555176
	Iteration 38Q: 3 clusters Score -8646330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8646324.000000 Penalty: 5327.555176
	Iteration 39Q: 3 clusters Score -8646324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8646329.000000 Penalty: 5327.555176
	Iteration 40F: 3 clusters Score -8646329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8646333.000000 Penalty: 5327.555176
	Iteration 41Q: 3 clusters Score -8646333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8646330.000000 Penalty: 5327.555176
	Iteration 42Q: 3 clusters Score -8646330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8646321.000000 Penalty: 5327.555176
	Iteration 43Q: 3 clusters Score -8646321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8646312.000000 Penalty: 5327.555176
	Iteration 44Q: 3 clusters Score -8646312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8646321.000000 Penalty: 5327.555176
	Iteration 45Q: 3 clusters Score -8646321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8646318.000000 Penalty: 5327.555176
	Iteration 46Q: 3 clusters Score -8646318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8646315.000000 Penalty: 5327.555176
	Iteration 47Q: 3 clusters Score -8646315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8646307.000000 Penalty: 5327.555176
	Iteration 48Q: 3 clusters Score -8646307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8646296.000000 Penalty: 5327.555176
	Iteration 49Q: 3 clusters Score -8646296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8646303.000000 Penalty: 5327.555176
	Iteration 50Q: 3 clusters Score -8646303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8646304.000000 Penalty: 5327.555176
	Iteration 51Q: 3 clusters Score -8646304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8646288.000000 Penalty: 5327.555176
	Iteration 52Q: 3 clusters Score -8646288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8646287.000000 Penalty: 5327.555176
	Iteration 53Q: 3 clusters Score -8646287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8646287.000000 Penalty: 5327.555176
	Iteration 54F: 3 clusters Score -8646287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Entering Unmasked Estep 
Score: -7778888.500000 Penalty: 2643.204590
	Iteration 0F: 2 clusters Score -7778888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -7750115.500000 Penalty: 5286.409180
	Iteration 0F: 3 clusters Score -7750116 nChanged 19557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -7760846.000000 Penalty: 5286.409180
	Iteration 1F: 3 clusters Score -7760846 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -7761307.000000 Penalty: 5286.409180
	Iteration 2Q: 3 clusters Score -7761307 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -7761744.000000 Penalty: 5286.409180
	Iteration 3Q: 3 clusters Score -7761744 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -7762166.000000 Penalty: 5286.409180
	Iteration 4Q: 3 clusters Score -7762166 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -7762710.500000 Penalty: 5286.409180
	Iteration 5Q: 3 clusters Score -7762710 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -7763426.000000 Penalty: 5286.409180
	Iteration 6Q: 3 clusters Score -7763426 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -7764515.000000 Penalty: 5286.409180
	Iteration 7Q: 3 clusters Score -7764515 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -7766274.000000 Penalty: 5286.409180
	Iteration 8F: 3 clusters Score -7766274 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -7768481.500000 Penalty: 5286.409180
	Iteration 9F: 3 clusters Score -7768482 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -7770946.500000 Penalty: 5286.409180
	Iteration 10F: 3 clusters Score -7770946 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -7773202.000000 Penalty: 5286.409180
	Iteration 11Q: 3 clusters Score -7773202 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -7774911.000000 Penalty: 5286.409180
	Iteration 12Q: 3 clusters Score -7774911 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -7775737.500000 Penalty: 5286.409180
	Iteration 13Q: 3 clusters Score -7775738 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -7776122.000000 Penalty: 5286.409180
	Iteration 14Q: 3 clusters Score -7776122 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -7776354.000000 Penalty: 5286.409180
	Iteration 15Q: 3 clusters Score -7776354 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -7776525.000000 Penalty: 5286.409180
	Iteration 16Q: 3 clusters Score -7776525 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -7776587.500000 Penalty: 5286.409180
	Iteration 17Q: 3 clusters Score -7776588 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -7776657.500000 Penalty: 5286.409180
	Iteration 18Q: 3 clusters Score -7776658 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -7776701.000000 Penalty: 5286.409180
	Iteration 19Q: 3 clusters Score -7776701 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -7776716.500000 Penalty: 5286.409180
	Iteration 20F: 3 clusters Score -7776716 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -7776740.000000 Penalty: 5286.409180
	Iteration 21Q: 3 clusters Score -7776740 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -7776757.500000 Penalty: 5286.409180
	Iteration 22Q: 3 clusters Score -7776758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -7776772.500000 Penalty: 5286.409180
	Iteration 23Q: 3 clusters Score -7776772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -7776775.500000 Penalty: 5286.409180
	Iteration 24Q: 3 clusters Score -7776776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -7776767.000000 Penalty: 5286.409180
	Iteration 25Q: 3 clusters Score -7776767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -7776769.000000 Penalty: 5286.409180
	Iteration 26Q: 3 clusters Score -7776769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -7776768.000000 Penalty: 5286.409180
	Iteration 27Q: 3 clusters Score -7776768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -7776780.500000 Penalty: 5286.409180
	Iteration 28Q: 3 clusters Score -7776780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -7776794.000000 Penalty: 5286.409180
	Iteration 29Q: 3 clusters Score -7776794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -7776789.500000 Penalty: 5286.409180
	Iteration 30Q: 3 clusters Score -7776790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -7776796.500000 Penalty: 5286.409180
	Iteration 31Q: 3 clusters Score -7776796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -7776801.000000 Penalty: 5286.409180
	Iteration 32Q: 3 clusters Score -7776801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -7776812.000000 Penalty: 5286.409180
	Iteration 33Q: 3 clusters Score -7776812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -7776817.000000 Penalty: 5286.409180
	Iteration 34Q: 3 clusters Score -7776817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -7776817.500000 Penalty: 5286.409180
	Iteration 35Q: 3 clusters Score -7776818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -7776807.500000 Penalty: 5286.409180
	Iteration 36Q: 3 clusters Score -7776808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -7776810.500000 Penalty: 5286.409180
	Iteration 37Q: 3 clusters Score -7776810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -7776813.500000 Penalty: 5286.409180
	Iteration 38Q: 3 clusters Score -7776814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -7776813.000000 Penalty: 5286.409180
	Iteration 39Q: 3 clusters Score -7776813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -7776814.000000 Penalty: 5286.409180
	Iteration 40F: 3 clusters Score -7776814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -7776810.000000 Penalty: 5286.409180
	Iteration 41Q: 3 clusters Score -7776810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -7776812.000000 Penalty: 5286.409180
	Iteration 42Q: 3 clusters Score -7776812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -7776813.000000 Penalty: 5286.409180
	Iteration 43Q: 3 clusters Score -7776813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -7776819.000000 Penalty: 5286.409180
	Iteration 44Q: 3 clusters Score -7776819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -7776815.000000 Penalty: 5286.409180
	Iteration 45Q: 3 clusters Score -7776815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -7776807.000000 Penalty: 5286.409180
	Iteration 46Q: 3 clusters Score -7776807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -7776814.000000 Penalty: 5286.409180
	Iteration 47Q: 3 clusters Score -7776814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -7776816.000000 Penalty: 5286.409180
	Iteration 48Q: 3 clusters Score -7776816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -7776819.000000 Penalty: 5286.409180
	Iteration 49Q: 3 clusters Score -7776819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -7776819.000000 Penalty: 5286.409180
	Iteration 50Q: 3 clusters Score -7776819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -7776820.000000 Penalty: 5286.409180
	Iteration 51Q: 3 clusters Score -7776820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -7776824.000000 Penalty: 5286.409180
	Iteration 52Q: 3 clusters Score -7776824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -7776819.000000 Penalty: 5286.409180
	Iteration 53Q: 3 clusters Score -7776819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -7776822.000000 Penalty: 5286.409180
	Iteration 54Q: 3 clusters Score -7776822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -7776821.500000 Penalty: 5286.409180
	Iteration 55Q: 3 clusters Score -7776822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -7776825.000000 Penalty: 5286.409180
	Iteration 56Q: 3 clusters Score -7776825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -7776832.500000 Penalty: 5286.409180
	Iteration 57Q: 3 clusters Score -7776832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -7776829.500000 Penalty: 5286.409180
	Iteration 58Q: 3 clusters Score -7776830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7776829.500000 Penalty: 5286.409180
	Iteration 59Q: 3 clusters Score -7776830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -7776826.000000 Penalty: 5286.409180
	Iteration 60F: 3 clusters Score -7776826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7776827.500000 Penalty: 5286.409180
	Iteration 61Q: 3 clusters Score -7776828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -7776827.500000 Penalty: 5286.409180
	Iteration 62Q: 3 clusters Score -7776828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -7776828.000000 Penalty: 5286.409180
	Iteration 63Q: 3 clusters Score -7776828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -7776837.500000 Penalty: 5286.409180
	Iteration 64Q: 3 clusters Score -7776838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -7776840.500000 Penalty: 5286.409180
	Iteration 65Q: 3 clusters Score -7776840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -7776836.500000 Penalty: 5286.409180
	Iteration 66Q: 3 clusters Score -7776836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -7776839.000000 Penalty: 5286.409180
	Iteration 67Q: 3 clusters Score -7776839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -7776835.500000 Penalty: 5286.409180
	Iteration 68Q: 3 clusters Score -7776836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -7776835.500000 Penalty: 5286.409180
	Iteration 69F: 3 clusters Score -7776836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Entering Unmasked Estep 
Score: -759562.312500 Penalty: 2065.994385
	Iteration 0F: 2 clusters Score -759562.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -755631.562500 Penalty: 4131.988770
	Iteration 0F: 3 clusters Score -755631.6 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -756493.500000 Penalty: 4131.988770
	Iteration 1F: 3 clusters Score -756493.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -756661.937500 Penalty: 4131.988770
	Iteration 2F: 3 clusters Score -756661.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -756742.750000 Penalty: 4131.988770
	Iteration 3Q: 3 clusters Score -756742.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -756790.750000 Penalty: 4131.988770
	Iteration 4Q: 3 clusters Score -756790.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -756827.250000 Penalty: 4131.988770
	Iteration 5Q: 3 clusters Score -756827.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -756860.875000 Penalty: 4131.988770
	Iteration 6Q: 3 clusters Score -756860.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -756878.187500 Penalty: 4131.988770
	Iteration 7Q: 3 clusters Score -756878.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -756896.250000 Penalty: 4131.988770
	Iteration 8Q: 3 clusters Score -756896.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -756914.875000 Penalty: 4131.988770
	Iteration 9Q: 3 clusters Score -756914.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -756929.750000 Penalty: 4131.988770
	Iteration 10Q: 3 clusters Score -756929.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -756949.187500 Penalty: 4131.988770
	Iteration 11Q: 3 clusters Score -756949.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -756961.750000 Penalty: 4131.988770
	Iteration 12Q: 3 clusters Score -756961.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -756971.625000 Penalty: 4131.988770
	Iteration 13Q: 3 clusters Score -756971.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -756980.375000 Penalty: 4131.988770
	Iteration 14Q: 3 clusters Score -756980.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -756994.750000 Penalty: 4131.988770
	Iteration 15Q: 3 clusters Score -756994.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -757004.125000 Penalty: 4131.988770
	Iteration 16Q: 3 clusters Score -757004.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -757009.312500 Penalty: 4131.988770
	Iteration 17Q: 3 clusters Score -757009.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -757014.562500 Penalty: 4131.988770
	Iteration 18Q: 3 clusters Score -757014.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -757018.437500 Penalty: 4131.988770
	Iteration 19Q: 3 clusters Score -757018.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -757021.312500 Penalty: 4131.988770
	Iteration 20F: 3 clusters Score -757021.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -757027.312500 Penalty: 4131.988770
	Iteration 21Q: 3 clusters Score -757027.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -757032.187500 Penalty: 4131.988770
	Iteration 22Q: 3 clusters Score -757032.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -757039.562500 Penalty: 4131.988770
	Iteration 23Q: 3 clusters Score -757039.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -757043.000000 Penalty: 4131.988770
	Iteration 24Q: 3 clusters Score -757043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -757047.250000 Penalty: 4131.988770
	Iteration 25Q: 3 clusters Score -757047.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -757048.375000 Penalty: 4131.988770
	Iteration 26Q: 3 clusters Score -757048.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -757051.500000 Penalty: 4131.988770
	Iteration 27Q: 3 clusters Score -757051.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -757053.875000 Penalty: 4131.988770
	Iteration 28Q: 3 clusters Score -757053.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -757058.312500 Penalty: 4131.988770
	Iteration 29Q: 3 clusters Score -757058.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -757059.500000 Penalty: 4131.988770
	Iteration 30Q: 3 clusters Score -757059.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -757063.187500 Penalty: 4131.988770
	Iteration 31Q: 3 clusters Score -757063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -757066.000000 Penalty: 4131.988770
	Iteration 32Q: 3 clusters Score -757066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -757068.687500 Penalty: 4131.988770
	Iteration 33Q: 3 clusters Score -757068.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -757072.062500 Penalty: 4131.988770
	Iteration 34Q: 3 clusters Score -757072.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -757075.687500 Penalty: 4131.988770
	Iteration 35Q: 3 clusters Score -757075.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -757082.375000 Penalty: 4131.988770
	Iteration 36Q: 3 clusters Score -757082.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -757091.750000 Penalty: 4131.988770
	Iteration 37Q: 3 clusters Score -757091.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -757102.687500 Penalty: 4131.988770
	Iteration 38Q: 3 clusters Score -757102.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -757111.375000 Penalty: 4131.988770
	Iteration 39Q: 3 clusters Score -757111.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -757116.937500 Penalty: 4131.988770
	Iteration 40F: 3 clusters Score -757116.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -757123.000000 Penalty: 4131.988770
	Iteration 41Q: 3 clusters Score -757123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -757128.062500 Penalty: 4131.988770
	Iteration 42Q: 3 clusters Score -757128.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -757135.437500 Penalty: 4131.988770
	Iteration 43Q: 3 clusters Score -757135.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -757143.125000 Penalty: 4131.988770
	Iteration 44Q: 3 clusters Score -757143.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -757151.375000 Penalty: 4131.988770
	Iteration 45Q: 3 clusters Score -757151.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -757157.187500 Penalty: 4131.988770
	Iteration 46Q: 3 clusters Score -757157.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -757165.875000 Penalty: 4131.988770
	Iteration 47Q: 3 clusters Score -757165.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -757174.187500 Penalty: 4131.988770
	Iteration 48Q: 3 clusters Score -757174.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -757189.625000 Penalty: 4131.988770
	Iteration 49Q: 3 clusters Score -757189.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -757201.937500 Penalty: 4131.988770
	Iteration 50Q: 3 clusters Score -757201.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -757212.000000 Penalty: 4131.988770
	Iteration 51Q: 3 clusters Score -757212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -757225.187500 Penalty: 4131.988770
	Iteration 52Q: 3 clusters Score -757225.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -757236.562500 Penalty: 4131.988770
	Iteration 53Q: 3 clusters Score -757236.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -757252.125000 Penalty: 4131.988770
	Iteration 54Q: 3 clusters Score -757252.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -757272.000000 Penalty: 4131.988770
	Iteration 55Q: 3 clusters Score -757272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -757287.500000 Penalty: 4131.988770
	Iteration 56Q: 3 clusters Score -757287.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -757298.625000 Penalty: 4131.988770
	Iteration 57Q: 3 clusters Score -757298.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -757310.000000 Penalty: 4131.988770
	Iteration 58Q: 3 clusters Score -757310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -757321.937500 Penalty: 4131.988770
	Iteration 59Q: 3 clusters Score -757321.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -757332.312500 Penalty: 4131.988770
	Iteration 60F: 3 clusters Score -757332.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -757353.750000 Penalty: 4131.988770
	Iteration 61Q: 3 clusters Score -757353.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -757374.250000 Penalty: 4131.988770
	Iteration 62Q: 3 clusters Score -757374.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -757394.250000 Penalty: 4131.988770
	Iteration 63Q: 3 clusters Score -757394.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -757411.937500 Penalty: 4131.988770
	Iteration 64Q: 3 clusters Score -757411.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -757431.750000 Penalty: 4131.988770
	Iteration 65Q: 3 clusters Score -757431.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -757454.125000 Penalty: 4131.988770
	Iteration 66Q: 3 clusters Score -757454.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -757477.875000 Penalty: 4131.988770
	Iteration 67Q: 3 clusters Score -757477.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -757498.937500 Penalty: 4131.988770
	Iteration 68Q: 3 clusters Score -757498.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -757518.875000 Penalty: 4131.988770
	Iteration 69Q: 3 clusters Score -757518.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -757549.437500 Penalty: 4131.988770
	Iteration 70Q: 3 clusters Score -757549.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -757578.937500 Penalty: 4131.988770
	Iteration 71Q: 3 clusters Score -757578.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -757600.437500 Penalty: 4131.988770
	Iteration 72Q: 3 clusters Score -757600.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -757623.500000 Penalty: 4131.988770
	Iteration 73Q: 3 clusters Score -757623.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -757640.062500 Penalty: 4131.988770
	Iteration 74Q: 3 clusters Score -757640.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -757655.500000 Penalty: 4131.988770
	Iteration 75Q: 3 clusters Score -757655.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -757669.125000 Penalty: 4131.988770
	Iteration 76Q: 3 clusters Score -757669.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -757684.687500 Penalty: 4131.988770
	Iteration 77Q: 3 clusters Score -757684.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -757691.375000 Penalty: 4131.988770
	Iteration 78Q: 3 clusters Score -757691.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -757697.500000 Penalty: 4131.988770
	Iteration 79Q: 3 clusters Score -757697.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -757701.312500 Penalty: 4131.988770
	Iteration 80F: 3 clusters Score -757701.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -757704.562500 Penalty: 4131.988770
	Iteration 81Q: 3 clusters Score -757704.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -757710.500000 Penalty: 4131.988770
	Iteration 82Q: 3 clusters Score -757710.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -757714.062500 Penalty: 4131.988770
	Iteration 83Q: 3 clusters Score -757714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -757718.875000 Penalty: 4131.988770
	Iteration 84Q: 3 clusters Score -757718.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -757723.812500 Penalty: 4131.988770
	Iteration 85Q: 3 clusters Score -757723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -757725.062500 Penalty: 4131.988770
	Iteration 86Q: 3 clusters Score -757725.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -757726.312500 Penalty: 4131.988770
	Iteration 87Q: 3 clusters Score -757726.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -757726.750000 Penalty: 4131.988770
	Iteration 88Q: 3 clusters Score -757726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -757726.750000 Penalty: 4131.988770
	Iteration 89F: 3 clusters Score -757726.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -75685.757812 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -75685.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -74322.226562 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -74322.23 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -74653.507812 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -74653.51 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -74827.906250 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -74827.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -74925.367188 Penalty: 3077.460693
	Iteration 3Q: 3 clusters Score -74925.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -74982.617188 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -74982.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -75043.835938 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -75043.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -75107.945312 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -75107.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75137.656250 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -75137.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75162.765625 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -75162.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -75189.390625 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -75189.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -75227.070312 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -75227.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -75287.093750 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -75287.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -75311.601562 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -75311.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -75343.796875 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -75343.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -75381.929688 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -75381.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -75468.640625 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -75468.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -75537.445312 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -75537.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -75601.484375 Penalty: 3077.460693
	Iteration 17Q: 3 clusters Score -75601.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -75619.718750 Penalty: 3077.460693
	Iteration 18Q: 3 clusters Score -75619.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -75645.742188 Penalty: 3077.460693
	Iteration 19Q: 3 clusters Score -75645.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -75657.953125 Penalty: 3077.460693
	Iteration 20F: 3 clusters Score -75657.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -75695.703125 Penalty: 3077.460693
	Iteration 21Q: 3 clusters Score -75695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -75715.210938 Penalty: 3077.460693
	Iteration 22Q: 3 clusters Score -75715.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -75715.210938 Penalty: 3077.460693
	Iteration 23F: 3 clusters Score -75715.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 42147 members 
Mstep: Class 3 contains 47034 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46214 members 
Mstep: Class 7 contains 42535 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 250 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 11 contains 49813 members 
Mstep: Class 12 contains 43985 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46524 members 
Mstep: Class 16 contains 42663 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42315 members 
Mstep: Class 19 contains 26496 members 
Mstep: Class 20 contains 40325 members 
Mstep: Class 21 contains 43625 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39788 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45387 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 245 members 
Entering Unmasked Estep 
Score: -126937800.000000 Penalty: 93445.343750
Splitting cluster 9 changes total score from -126939576.000000 to -126937800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (42492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Entering Unmasked Estep 
Score: -7863473.500000 Penalty: 2642.953613
	Iteration 0F: 2 clusters Score -7863474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -7835086.500000 Penalty: 5285.907227
	Iteration 0F: 3 clusters Score -7835086 nChanged 19546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -7845900.000000 Penalty: 5285.907227
	Iteration 1F: 3 clusters Score -7845900 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -7846401.000000 Penalty: 5285.907227
	Iteration 2Q: 3 clusters Score -7846401 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -7847044.000000 Penalty: 5285.907227
	Iteration 3Q: 3 clusters Score -7847044 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -7848034.000000 Penalty: 5285.907227
	Iteration 4Q: 3 clusters Score -7848034 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -7849610.500000 Penalty: 5285.907227
	Iteration 5F: 3 clusters Score -7849610 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -7852055.500000 Penalty: 5285.907227
	Iteration 6F: 3 clusters Score -7852056 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -7855251.000000 Penalty: 5285.907227
	Iteration 7F: 3 clusters Score -7855251 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -7858245.500000 Penalty: 5285.907227
	Iteration 8F: 3 clusters Score -7858246 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -7860496.000000 Penalty: 5285.907227
	Iteration 9F: 3 clusters Score -7860496 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -7861766.000000 Penalty: 5285.907227
	Iteration 10Q: 3 clusters Score -7861766 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -7862280.000000 Penalty: 5285.907227
	Iteration 11Q: 3 clusters Score -7862280 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -7862534.500000 Penalty: 5285.907227
	Iteration 12Q: 3 clusters Score -7862534 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -7862657.500000 Penalty: 5285.907227
	Iteration 13Q: 3 clusters Score -7862658 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -7862719.500000 Penalty: 5285.907227
	Iteration 14Q: 3 clusters Score -7862720 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -7862742.000000 Penalty: 5285.907227
	Iteration 15Q: 3 clusters Score -7862742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -7862763.000000 Penalty: 5285.907227
	Iteration 16Q: 3 clusters Score -7862763 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -7862773.000000 Penalty: 5285.907227
	Iteration 17Q: 3 clusters Score -7862773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -7862781.000000 Penalty: 5285.907227
	Iteration 18Q: 3 clusters Score -7862781 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -7862772.000000 Penalty: 5285.907227
	Iteration 19Q: 3 clusters Score -7862772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -7862777.000000 Penalty: 5285.907227
	Iteration 20F: 3 clusters Score -7862777 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -7862780.000000 Penalty: 5285.907227
	Iteration 21Q: 3 clusters Score -7862780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -7862786.500000 Penalty: 5285.907227
	Iteration 22Q: 3 clusters Score -7862786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -7862777.000000 Penalty: 5285.907227
	Iteration 23Q: 3 clusters Score -7862777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -7862771.500000 Penalty: 5285.907227
	Iteration 24Q: 3 clusters Score -7862772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -7862777.500000 Penalty: 5285.907227
	Iteration 25Q: 3 clusters Score -7862778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -7862786.000000 Penalty: 5285.907227
	Iteration 26Q: 3 clusters Score -7862786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -7862795.500000 Penalty: 5285.907227
	Iteration 27Q: 3 clusters Score -7862796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -7862800.500000 Penalty: 5285.907227
	Iteration 28Q: 3 clusters Score -7862800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -7862807.500000 Penalty: 5285.907227
	Iteration 29Q: 3 clusters Score -7862808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -7862799.000000 Penalty: 5285.907227
	Iteration 30Q: 3 clusters Score -7862799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -7862815.000000 Penalty: 5285.907227
	Iteration 31Q: 3 clusters Score -7862815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -7862811.500000 Penalty: 5285.907227
	Iteration 32Q: 3 clusters Score -7862812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -7862795.000000 Penalty: 5285.907227
	Iteration 33Q: 3 clusters Score -7862795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -7862800.500000 Penalty: 5285.907227
	Iteration 34Q: 3 clusters Score -7862800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -7862797.000000 Penalty: 5285.907227
	Iteration 35Q: 3 clusters Score -7862797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -7862795.500000 Penalty: 5285.907227
	Iteration 36Q: 3 clusters Score -7862796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -7862795.500000 Penalty: 5285.907227
	Iteration 37F: 3 clusters Score -7862796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Entering Unmasked Estep 
Score: -9340030.000000 Penalty: 2682.375732
	Iteration 0F: 2 clusters Score -9340030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -9310464.000000 Penalty: 5364.751465
	Iteration 0F: 3 clusters Score -9310464 nChanged 23109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -9323193.000000 Penalty: 5364.751465
	Iteration 1F: 3 clusters Score -9323193 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -9323703.000000 Penalty: 5364.751465
	Iteration 2Q: 3 clusters Score -9323703 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -9324231.000000 Penalty: 5364.751465
	Iteration 3Q: 3 clusters Score -9324231 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -9324810.000000 Penalty: 5364.751465
	Iteration 4Q: 3 clusters Score -9324810 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -9325525.000000 Penalty: 5364.751465
	Iteration 5Q: 3 clusters Score -9325525 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -9326479.000000 Penalty: 5364.751465
	Iteration 6Q: 3 clusters Score -9326479 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -9327701.000000 Penalty: 5364.751465
	Iteration 7F: 3 clusters Score -9327701 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -9329423.000000 Penalty: 5364.751465
	Iteration 8F: 3 clusters Score -9329423 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -9331445.000000 Penalty: 5364.751465
	Iteration 9F: 3 clusters Score -9331445 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -9333502.000000 Penalty: 5364.751465
	Iteration 10F: 3 clusters Score -9333502 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -9335272.000000 Penalty: 5364.751465
	Iteration 11Q: 3 clusters Score -9335272 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -9336285.000000 Penalty: 5364.751465
	Iteration 12Q: 3 clusters Score -9336285 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -9336841.000000 Penalty: 5364.751465
	Iteration 13Q: 3 clusters Score -9336841 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -9337235.000000 Penalty: 5364.751465
	Iteration 14Q: 3 clusters Score -9337235 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -9337530.000000 Penalty: 5364.751465
	Iteration 15Q: 3 clusters Score -9337530 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -9337842.000000 Penalty: 5364.751465
	Iteration 16Q: 3 clusters Score -9337842 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -9338104.000000 Penalty: 5364.751465
	Iteration 17Q: 3 clusters Score -9338104 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -9338261.000000 Penalty: 5364.751465
	Iteration 18Q: 3 clusters Score -9338261 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -9338366.000000 Penalty: 5364.751465
	Iteration 19Q: 3 clusters Score -9338366 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -9338330.000000 Penalty: 5364.751465
	Iteration 20F: 3 clusters Score -9338330 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -9338325.000000 Penalty: 5364.751465
	Iteration 21Q: 3 clusters Score -9338325 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -9338267.000000 Penalty: 5364.751465
	Iteration 22Q: 3 clusters Score -9338267 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -9338162.000000 Penalty: 5364.751465
	Iteration 23Q: 3 clusters Score -9338162 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -9338080.000000 Penalty: 5364.751465
	Iteration 24Q: 3 clusters Score -9338080 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -9338001.000000 Penalty: 5364.751465
	Iteration 25Q: 3 clusters Score -9338001 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -9337928.000000 Penalty: 5364.751465
	Iteration 26Q: 3 clusters Score -9337928 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -9337900.000000 Penalty: 5364.751465
	Iteration 27Q: 3 clusters Score -9337900 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -9337887.000000 Penalty: 5364.751465
	Iteration 28Q: 3 clusters Score -9337887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -9337897.000000 Penalty: 5364.751465
	Iteration 29Q: 3 clusters Score -9337897 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -9337887.000000 Penalty: 5364.751465
	Iteration 30Q: 3 clusters Score -9337887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -9337897.000000 Penalty: 5364.751465
	Iteration 31Q: 3 clusters Score -9337897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -9337898.000000 Penalty: 5364.751465
	Iteration 32Q: 3 clusters Score -9337898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -9337904.000000 Penalty: 5364.751465
	Iteration 33Q: 3 clusters Score -9337904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -9337906.000000 Penalty: 5364.751465
	Iteration 34Q: 3 clusters Score -9337906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -9337901.000000 Penalty: 5364.751465
	Iteration 35Q: 3 clusters Score -9337901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -9337916.000000 Penalty: 5364.751465
	Iteration 36Q: 3 clusters Score -9337916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -9337913.000000 Penalty: 5364.751465
	Iteration 37Q: 3 clusters Score -9337913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -9337921.000000 Penalty: 5364.751465
	Iteration 38Q: 3 clusters Score -9337921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -9337913.000000 Penalty: 5364.751465
	Iteration 39Q: 3 clusters Score -9337913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -9337903.000000 Penalty: 5364.751465
	Iteration 40F: 3 clusters Score -9337903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -9337912.000000 Penalty: 5364.751465
	Iteration 41Q: 3 clusters Score -9337912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -9337901.000000 Penalty: 5364.751465
	Iteration 42Q: 3 clusters Score -9337901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -9337903.000000 Penalty: 5364.751465
	Iteration 43Q: 3 clusters Score -9337903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -9337903.000000 Penalty: 5364.751465
	Iteration 44F: 3 clusters Score -9337903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Entering Unmasked Estep 
Score: -8157533.500000 Penalty: 2651.517822
	Iteration 0F: 2 clusters Score -8157534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -8128463.500000 Penalty: 5303.035645
	Iteration 0F: 3 clusters Score -8128464 nChanged 20138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -8139652.000000 Penalty: 5303.035645
	Iteration 1F: 3 clusters Score -8139652 nChanged 2097
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -8140413.500000 Penalty: 5303.035645
	Iteration 2Q: 3 clusters Score -8140414 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8141354 nChanged 2297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -8142498 nChanged 2545
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8143889 nChanged 2792
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8145913 nChanged 2872
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Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8148385 nChanged 2533
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Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8150768 nChanged 1922
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8152299 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8152948 nChanged 751
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8153284 nChanged 579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8153530 nChanged 530
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -8153731.500000 Penalty: 5303.035645
	Iteration 13Q: 3 clusters Score -8153732 nChanged 482
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8153937 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8154090 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8154212 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8154377 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -8154481.500000 Penalty: 5303.035645
	Iteration 18Q: 3 clusters Score -8154482 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -8154649.500000 Penalty: 5303.035645
	Iteration 19Q: 3 clusters Score -8154650 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -8154778.000000 Penalty: 5303.035645
	Iteration 20F: 3 clusters Score -8154778 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -8154904.500000 Penalty: 5303.035645
	Iteration 21Q: 3 clusters Score -8154904 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8155007 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -8155116.000000 Penalty: 5303.035645
	Iteration 23Q: 3 clusters Score -8155116 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8155212 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -8155328.000000 Penalty: 5303.035645
	Iteration 25Q: 3 clusters Score -8155328 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -8155382.000000 Penalty: 5303.035645
	Iteration 26Q: 3 clusters Score -8155382 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -8155444.500000 Penalty: 5303.035645
	Iteration 27Q: 3 clusters Score -8155444 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -8155483.000000 Penalty: 5303.035645
	Iteration 28Q: 3 clusters Score -8155483 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -8155492.000000 Penalty: 5303.035645
	Iteration 29Q: 3 clusters Score -8155492 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -8155554.500000 Penalty: 5303.035645
	Iteration 30Q: 3 clusters Score -8155554 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -8155578.500000 Penalty: 5303.035645
	Iteration 31Q: 3 clusters Score -8155578 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -8155604.500000 Penalty: 5303.035645
	Iteration 32Q: 3 clusters Score -8155604 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -8155613.500000 Penalty: 5303.035645
	Iteration 33Q: 3 clusters Score -8155614 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -8155621.000000 Penalty: 5303.035645
	Iteration 34Q: 3 clusters Score -8155621 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -8155637.500000 Penalty: 5303.035645
	Iteration 35Q: 3 clusters Score -8155638 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -8155647.500000 Penalty: 5303.035645
	Iteration 36Q: 3 clusters Score -8155648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -8155628.000000 Penalty: 5303.035645
	Iteration 37Q: 3 clusters Score -8155628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -8155641.000000 Penalty: 5303.035645
	Iteration 38Q: 3 clusters Score -8155641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -8155635.500000 Penalty: 5303.035645
	Iteration 39Q: 3 clusters Score -8155636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -8155632.500000 Penalty: 5303.035645
	Iteration 40F: 3 clusters Score -8155632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -8155634.500000 Penalty: 5303.035645
	Iteration 41Q: 3 clusters Score -8155634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -8155620.500000 Penalty: 5303.035645
	Iteration 42Q: 3 clusters Score -8155620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -8155651.500000 Penalty: 5303.035645
	Iteration 43Q: 3 clusters Score -8155652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -8155662.000000 Penalty: 5303.035645
	Iteration 44Q: 3 clusters Score -8155662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -8155649.000000 Penalty: 5303.035645
	Iteration 45Q: 3 clusters Score -8155649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -8155673.000000 Penalty: 5303.035645
	Iteration 46Q: 3 clusters Score -8155673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -8155680.000000 Penalty: 5303.035645
	Iteration 47Q: 3 clusters Score -8155680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -8155675.000000 Penalty: 5303.035645
	Iteration 48Q: 3 clusters Score -8155675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -8155660.500000 Penalty: 5303.035645
	Iteration 49Q: 3 clusters Score -8155660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -8155665.000000 Penalty: 5303.035645
	Iteration 50Q: 3 clusters Score -8155665 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -8155658.000000 Penalty: 5303.035645
	Iteration 51Q: 3 clusters Score -8155658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -8155654.000000 Penalty: 5303.035645
	Iteration 52Q: 3 clusters Score -8155654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -8155651.000000 Penalty: 5303.035645
	Iteration 53Q: 3 clusters Score -8155651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -8155654.500000 Penalty: 5303.035645
	Iteration 54Q: 3 clusters Score -8155654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -8155670.000000 Penalty: 5303.035645
	Iteration 55Q: 3 clusters Score -8155670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -8155673.500000 Penalty: 5303.035645
	Iteration 56Q: 3 clusters Score -8155674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -8155672.500000 Penalty: 5303.035645
	Iteration 57Q: 3 clusters Score -8155672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -8155673.000000 Penalty: 5303.035645
	Iteration 58Q: 3 clusters Score -8155673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -8155678.000000 Penalty: 5303.035645
	Iteration 59Q: 3 clusters Score -8155678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -8155671.000000 Penalty: 5303.035645
	Iteration 60F: 3 clusters Score -8155671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 42759 members 
Entering Unmasked Estep 
Score: -8155672.500000 Penalty: 5303.035645
	Iteration 61Q: 3 clusters Score -8155672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -8155670.000000 Penalty: 5303.035645
	Iteration 62Q: 3 clusters Score -8155670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -8155674.500000 Penalty: 5303.035645
	Iteration 63Q: 3 clusters Score -8155674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -8155677.500000 Penalty: 5303.035645
	Iteration 64Q: 3 clusters Score -8155678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -8155680.500000 Penalty: 5303.035645
	Iteration 65Q: 3 clusters Score -8155680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -8155677.500000 Penalty: 5303.035645
	Iteration 66Q: 3 clusters Score -8155678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -8155679.500000 Penalty: 5303.035645
	Iteration 67Q: 3 clusters Score -8155680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -8155686.000000 Penalty: 5303.035645
	Iteration 68Q: 3 clusters Score -8155686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -8155686.500000 Penalty: 5303.035645
	Iteration 69Q: 3 clusters Score -8155686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -8155693.000000 Penalty: 5303.035645
	Iteration 70Q: 3 clusters Score -8155693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -8155695.000000 Penalty: 5303.035645
	Iteration 71Q: 3 clusters Score -8155695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -8155696.000000 Penalty: 5303.035645
	Iteration 72Q: 3 clusters Score -8155696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -8155690.500000 Penalty: 5303.035645
	Iteration 73Q: 3 clusters Score -8155690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -8155675.500000 Penalty: 5303.035645
	Iteration 74Q: 3 clusters Score -8155676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -8155680.000000 Penalty: 5303.035645
	Iteration 75Q: 3 clusters Score -8155680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -8155689.000000 Penalty: 5303.035645
	Iteration 76Q: 3 clusters Score -8155689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -8155687.500000 Penalty: 5303.035645
	Iteration 77Q: 3 clusters Score -8155688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -8155686.500000 Penalty: 5303.035645
	Iteration 78Q: 3 clusters Score -8155686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8155687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -8155692.000000 Penalty: 5303.035645
	Iteration 80F: 3 clusters Score -8155692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8155692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -8155699.500000 Penalty: 5303.035645
	Iteration 82Q: 3 clusters Score -8155700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -8155705.500000 Penalty: 5303.035645
	Iteration 83Q: 3 clusters Score -8155706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -8155704.500000 Penalty: 5303.035645
	Iteration 84Q: 3 clusters Score -8155704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -8155704.000000 Penalty: 5303.035645
	Iteration 85Q: 3 clusters Score -8155704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -8155700.500000 Penalty: 5303.035645
	Iteration 86Q: 3 clusters Score -8155700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -8155693.000000 Penalty: 5303.035645
	Iteration 87Q: 3 clusters Score -8155693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -8155698.500000 Penalty: 5303.035645
	Iteration 88Q: 3 clusters Score -8155698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -8155697.500000 Penalty: 5303.035645
	Iteration 89Q: 3 clusters Score -8155698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -8155700.000000 Penalty: 5303.035645
	Iteration 90Q: 3 clusters Score -8155700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -8155701.500000 Penalty: 5303.035645
	Iteration 91Q: 3 clusters Score -8155702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -8155701.500000 Penalty: 5303.035645
	Iteration 92F: 3 clusters Score -8155702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -79981.859375 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -79981.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -78697.359375 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -78697.36 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -78836.492188 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -78836.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -78908.843750 Penalty: 2931.755127
	Iteration 2Q: 3 clusters Score -78908.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -78956.484375 Penalty: 2931.755127
	Iteration 3Q: 3 clusters Score -78956.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -78976.132812 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -78976.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -79009.484375 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -79009.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -79059.625000 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -79059.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -79105.750000 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -79105.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -79152.539062 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -79152.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -79181.773438 Penalty: 2931.755127
	Iteration 9Q: 3 clusters Score -79181.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -79201.695312 Penalty: 2931.755127
	Iteration 10Q: 3 clusters Score -79201.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -79220.921875 Penalty: 2931.755127
	Iteration 11Q: 3 clusters Score -79220.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -79244.507812 Penalty: 2931.755127
	Iteration 12Q: 3 clusters Score -79244.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -79261.375000 Penalty: 2931.755127
	Iteration 13Q: 3 clusters Score -79261.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -79290.164062 Penalty: 2931.755127
	Iteration 14Q: 3 clusters Score -79290.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -79302.359375 Penalty: 2931.755127
	Iteration 15Q: 3 clusters Score -79302.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -79311.148438 Penalty: 2931.755127
	Iteration 16Q: 3 clusters Score -79311.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -79314.804688 Penalty: 2931.755127
	Iteration 17Q: 3 clusters Score -79314.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -79324.218750 Penalty: 2931.755127
	Iteration 18Q: 3 clusters Score -79324.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -79336.164062 Penalty: 2931.755127
	Iteration 19Q: 3 clusters Score -79336.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -79338.382812 Penalty: 2931.755127
	Iteration 20F: 3 clusters Score -79338.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -79365.085938 Penalty: 2931.755127
	Iteration 21Q: 3 clusters Score -79365.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -79367.804688 Penalty: 2931.755127
	Iteration 22Q: 3 clusters Score -79367.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -79370.507812 Penalty: 2931.755127
	Iteration 23Q: 3 clusters Score -79370.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -79370.507812 Penalty: 2931.755127
	Iteration 24F: 3 clusters Score -79370.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -138228.218750 Penalty: 1663.907471
	Iteration 0F: 2 clusters Score -138228.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -136417.281250 Penalty: 3327.814941
	Iteration 0F: 3 clusters Score -136417.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -136665.140625 Penalty: 3327.814941
	Iteration 1F: 3 clusters Score -136665.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -136737.000000 Penalty: 3327.814941
	Iteration 2F: 3 clusters Score -136737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -136761.171875 Penalty: 3327.814941
	Iteration 3Q: 3 clusters Score -136761.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -136774.250000 Penalty: 3327.814941
	Iteration 4Q: 3 clusters Score -136774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -136777.671875 Penalty: 3327.814941
	Iteration 5Q: 3 clusters Score -136777.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -136785.328125 Penalty: 3327.814941
	Iteration 6Q: 3 clusters Score -136785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -136791.484375 Penalty: 3327.814941
	Iteration 7Q: 3 clusters Score -136791.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -136798.390625 Penalty: 3327.814941
	Iteration 8Q: 3 clusters Score -136798.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -136802.031250 Penalty: 3327.814941
	Iteration 9Q: 3 clusters Score -136802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -136812.000000 Penalty: 3327.814941
	Iteration 10Q: 3 clusters Score -136812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -136830.437500 Penalty: 3327.814941
	Iteration 11Q: 3 clusters Score -136830.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -136847.078125 Penalty: 3327.814941
	Iteration 12Q: 3 clusters Score -136847.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -136851.328125 Penalty: 3327.814941
	Iteration 13Q: 3 clusters Score -136851.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -136872.421875 Penalty: 3327.814941
	Iteration 14Q: 3 clusters Score -136872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -136884.546875 Penalty: 3327.814941
	Iteration 15Q: 3 clusters Score -136884.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -136915.828125 Penalty: 3327.814941
	Iteration 16Q: 3 clusters Score -136915.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -136947.453125 Penalty: 3327.814941
	Iteration 17Q: 3 clusters Score -136947.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -136973.328125 Penalty: 3327.814941
	Iteration 18Q: 3 clusters Score -136973.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -136999.062500 Penalty: 3327.814941
	Iteration 19Q: 3 clusters Score -136999.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -137012.359375 Penalty: 3327.814941
	Iteration 20F: 3 clusters Score -137012.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -137018.484375 Penalty: 3327.814941
	Iteration 21Q: 3 clusters Score -137018.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -137028.718750 Penalty: 3327.814941
	Iteration 22Q: 3 clusters Score -137028.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -137034.078125 Penalty: 3327.814941
	Iteration 23Q: 3 clusters Score -137034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -137043.296875 Penalty: 3327.814941
	Iteration 24Q: 3 clusters Score -137043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -137051.562500 Penalty: 3327.814941
	Iteration 25Q: 3 clusters Score -137051.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -137055.187500 Penalty: 3327.814941
	Iteration 26Q: 3 clusters Score -137055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -137057.296875 Penalty: 3327.814941
	Iteration 27Q: 3 clusters Score -137057.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -137060.890625 Penalty: 3327.814941
	Iteration 28Q: 3 clusters Score -137060.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -137064.359375 Penalty: 3327.814941
	Iteration 29Q: 3 clusters Score -137064.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -137064.359375 Penalty: 3327.814941
	Iteration 30F: 3 clusters Score -137064.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Entering Unmasked Estep 
Score: -8628452.000000 Penalty: 2665.435547
	Iteration 0F: 2 clusters Score -8628452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -8598323.000000 Penalty: 5330.871094
	Iteration 0F: 3 clusters Score -8598323 nChanged 21328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -8609890.000000 Penalty: 5330.871094
	Iteration 1F: 3 clusters Score -8609890 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -8610319.000000 Penalty: 5330.871094
	Iteration 2Q: 3 clusters Score -8610319 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -8610705.000000 Penalty: 5330.871094
	Iteration 3Q: 3 clusters Score -8610705 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -8611035.000000 Penalty: 5330.871094
	Iteration 4Q: 3 clusters Score -8611035 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -8611375.000000 Penalty: 5330.871094
	Iteration 5Q: 3 clusters Score -8611375 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -8611752.000000 Penalty: 5330.871094
	Iteration 6Q: 3 clusters Score -8611752 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -8612157.000000 Penalty: 5330.871094
	Iteration 7Q: 3 clusters Score -8612157 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -8612660.000000 Penalty: 5330.871094
	Iteration 8Q: 3 clusters Score -8612660 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -8613351.000000 Penalty: 5330.871094
	Iteration 9Q: 3 clusters Score -8613351 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -8614364.000000 Penalty: 5330.871094
	Iteration 10Q: 3 clusters Score -8614364 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -8615797.000000 Penalty: 5330.871094
	Iteration 11Q: 3 clusters Score -8615797 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -8617652.000000 Penalty: 5330.871094
	Iteration 12F: 3 clusters Score -8617652 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -8619315.000000 Penalty: 5330.871094
	Iteration 13F: 3 clusters Score -8619315 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -8620315.000000 Penalty: 5330.871094
	Iteration 14Q: 3 clusters Score -8620315 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -8620785.000000 Penalty: 5330.871094
	Iteration 15Q: 3 clusters Score -8620785 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -8621183.000000 Penalty: 5330.871094
	Iteration 16Q: 3 clusters Score -8621183 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -8621542.000000 Penalty: 5330.871094
	Iteration 17Q: 3 clusters Score -8621542 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -8621945.000000 Penalty: 5330.871094
	Iteration 18Q: 3 clusters Score -8621945 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -8622310.000000 Penalty: 5330.871094
	Iteration 19Q: 3 clusters Score -8622310 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -8622592.000000 Penalty: 5330.871094
	Iteration 20F: 3 clusters Score -8622592 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -8622964.000000 Penalty: 5330.871094
	Iteration 21Q: 3 clusters Score -8622964 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -8623291.000000 Penalty: 5330.871094
	Iteration 22Q: 3 clusters Score -8623291 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -8623618.000000 Penalty: 5330.871094
	Iteration 23Q: 3 clusters Score -8623618 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -8623989.000000 Penalty: 5330.871094
	Iteration 24Q: 3 clusters Score -8623989 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -8624336.000000 Penalty: 5330.871094
	Iteration 25Q: 3 clusters Score -8624336 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -8624627.000000 Penalty: 5330.871094
	Iteration 26Q: 3 clusters Score -8624627 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -8624805.000000 Penalty: 5330.871094
	Iteration 27Q: 3 clusters Score -8624805 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -8625004.000000 Penalty: 5330.871094
	Iteration 28Q: 3 clusters Score -8625004 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -8625215.000000 Penalty: 5330.871094
	Iteration 29Q: 3 clusters Score -8625215 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -8625389.000000 Penalty: 5330.871094
	Iteration 30Q: 3 clusters Score -8625389 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -8625547.000000 Penalty: 5330.871094
	Iteration 31Q: 3 clusters Score -8625547 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -8625653.000000 Penalty: 5330.871094
	Iteration 32Q: 3 clusters Score -8625653 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -8625741.000000 Penalty: 5330.871094
	Iteration 33Q: 3 clusters Score -8625741 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -8625802.000000 Penalty: 5330.871094
	Iteration 34Q: 3 clusters Score -8625802 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -8625850.000000 Penalty: 5330.871094
	Iteration 35Q: 3 clusters Score -8625850 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -8625902.000000 Penalty: 5330.871094
	Iteration 36Q: 3 clusters Score -8625902 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -8625943.000000 Penalty: 5330.871094
	Iteration 37Q: 3 clusters Score -8625943 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -8626002.000000 Penalty: 5330.871094
	Iteration 38Q: 3 clusters Score -8626002 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -8626049.000000 Penalty: 5330.871094
	Iteration 39Q: 3 clusters Score -8626049 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -8626113.000000 Penalty: 5330.871094
	Iteration 40F: 3 clusters Score -8626113 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -8626145.000000 Penalty: 5330.871094
	Iteration 41Q: 3 clusters Score -8626145 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -8626176.000000 Penalty: 5330.871094
	Iteration 42Q: 3 clusters Score -8626176 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -8626185.000000 Penalty: 5330.871094
	Iteration 43Q: 3 clusters Score -8626185 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8626197.000000 Penalty: 5330.871094
	Iteration 44Q: 3 clusters Score -8626197 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -8626216.000000 Penalty: 5330.871094
	Iteration 45Q: 3 clusters Score -8626216 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -8626244.000000 Penalty: 5330.871094
	Iteration 46Q: 3 clusters Score -8626244 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -8626258.000000 Penalty: 5330.871094
	Iteration 47Q: 3 clusters Score -8626258 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -8626244.000000 Penalty: 5330.871094
	Iteration 48Q: 3 clusters Score -8626244 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -8626285.000000 Penalty: 5330.871094
	Iteration 49Q: 3 clusters Score -8626285 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -8626301.000000 Penalty: 5330.871094
	Iteration 50Q: 3 clusters Score -8626301 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -8626293.000000 Penalty: 5330.871094
	Iteration 51Q: 3 clusters Score -8626293 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -8626313.000000 Penalty: 5330.871094
	Iteration 52Q: 3 clusters Score -8626313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -8626312.000000 Penalty: 5330.871094
	Iteration 53Q: 3 clusters Score -8626312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -8626319.000000 Penalty: 5330.871094
	Iteration 54Q: 3 clusters Score -8626319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -8626307.000000 Penalty: 5330.871094
	Iteration 55Q: 3 clusters Score -8626307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -8626321.000000 Penalty: 5330.871094
	Iteration 56Q: 3 clusters Score -8626321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -8626314.000000 Penalty: 5330.871094
	Iteration 57Q: 3 clusters Score -8626314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -8626310.000000 Penalty: 5330.871094
	Iteration 58Q: 3 clusters Score -8626310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -8626310.000000 Penalty: 5330.871094
	Iteration 59Q: 3 clusters Score -8626310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -8626313.000000 Penalty: 5330.871094
	Iteration 60F: 3 clusters Score -8626313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -8626325.000000 Penalty: 5330.871094
	Iteration 61Q: 3 clusters Score -8626325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -8626331.000000 Penalty: 5330.871094
	Iteration 62Q: 3 clusters Score -8626331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -8626323.000000 Penalty: 5330.871094
	Iteration 63Q: 3 clusters Score -8626323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -8626310.000000 Penalty: 5330.871094
	Iteration 64Q: 3 clusters Score -8626310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -8626317.000000 Penalty: 5330.871094
	Iteration 65Q: 3 clusters Score -8626317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -8626326.000000 Penalty: 5330.871094
	Iteration 66Q: 3 clusters Score -8626326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -8626331.000000 Penalty: 5330.871094
	Iteration 67Q: 3 clusters Score -8626331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -8626324.000000 Penalty: 5330.871094
	Iteration 68Q: 3 clusters Score -8626324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -8626333.000000 Penalty: 5330.871094
	Iteration 69Q: 3 clusters Score -8626333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 45651 members 
Entering Unmasked Estep 
Score: -8626339.000000 Penalty: 5330.871094
	Iteration 70Q: 3 clusters Score -8626339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -8626342.000000 Penalty: 5330.871094
	Iteration 71Q: 3 clusters Score -8626342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -8626336.000000 Penalty: 5330.871094
	Iteration 72Q: 3 clusters Score -8626336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -8626327.000000 Penalty: 5330.871094
	Iteration 73Q: 3 clusters Score -8626327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -8626337.000000 Penalty: 5330.871094
	Iteration 74Q: 3 clusters Score -8626337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -8626324.000000 Penalty: 5330.871094
	Iteration 75Q: 3 clusters Score -8626324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -8626339.000000 Penalty: 5330.871094
	Iteration 76Q: 3 clusters Score -8626339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -8626326.000000 Penalty: 5330.871094
	Iteration 77Q: 3 clusters Score -8626326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -8626332.000000 Penalty: 5330.871094
	Iteration 78Q: 3 clusters Score -8626332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -8626321.000000 Penalty: 5330.871094
	Iteration 79Q: 3 clusters Score -8626321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -8626329.000000 Penalty: 5330.871094
	Iteration 80F: 3 clusters Score -8626329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -8626329.000000 Penalty: 5330.871094
	Iteration 81Q: 3 clusters Score -8626329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -8626331.000000 Penalty: 5330.871094
	Iteration 82Q: 3 clusters Score -8626331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -8626337.000000 Penalty: 5330.871094
	Iteration 83Q: 3 clusters Score -8626337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -8626326.000000 Penalty: 5330.871094
	Iteration 84Q: 3 clusters Score -8626326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -8626330.000000 Penalty: 5330.871094
	Iteration 85Q: 3 clusters Score -8626330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -8626332.000000 Penalty: 5330.871094
	Iteration 86Q: 3 clusters Score -8626332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -8626330.000000 Penalty: 5330.871094
	Iteration 87Q: 3 clusters Score -8626330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -8626320.000000 Penalty: 5330.871094
	Iteration 88Q: 3 clusters Score -8626320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -8626323.000000 Penalty: 5330.871094
	Iteration 89Q: 3 clusters Score -8626323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -8626313.000000 Penalty: 5330.871094
	Iteration 90Q: 3 clusters Score -8626313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -8626314.000000 Penalty: 5330.871094
	Iteration 91Q: 3 clusters Score -8626314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -8626314.000000 Penalty: 5330.871094
	Iteration 92F: 3 clusters Score -8626314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Entering Unmasked Estep 
Score: -7859988.000000 Penalty: 2643.949707
	Iteration 0F: 2 clusters Score -7859988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -7831412.000000 Penalty: 5287.899414
	Iteration 0F: 3 clusters Score -7831412 nChanged 19580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -7842189.000000 Penalty: 5287.899414
	Iteration 1F: 3 clusters Score -7842189 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -7843048.000000 Penalty: 5287.899414
	Iteration 2Q: 3 clusters Score -7843048 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -7844282.500000 Penalty: 5287.899414
	Iteration 3F: 3 clusters Score -7844282 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -7846061.000000 Penalty: 5287.899414
	Iteration 4F: 3 clusters Score -7846061 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -7848337.500000 Penalty: 5287.899414
	Iteration 5F: 3 clusters Score -7848338 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -7851208.000000 Penalty: 5287.899414
	Iteration 6F: 3 clusters Score -7851208 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -7854410.500000 Penalty: 5287.899414
	Iteration 7F: 3 clusters Score -7854410 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -7856722.500000 Penalty: 5287.899414
	Iteration 8Q: 3 clusters Score -7856722 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -7857524.500000 Penalty: 5287.899414
	Iteration 9Q: 3 clusters Score -7857524 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -7857800.000000 Penalty: 5287.899414
	Iteration 10Q: 3 clusters Score -7857800 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -7857913.500000 Penalty: 5287.899414
	Iteration 11Q: 3 clusters Score -7857914 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -7858032.000000 Penalty: 5287.899414
	Iteration 12Q: 3 clusters Score -7858032 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -7858137.000000 Penalty: 5287.899414
	Iteration 13Q: 3 clusters Score -7858137 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -7858195.000000 Penalty: 5287.899414
	Iteration 14Q: 3 clusters Score -7858195 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -7858276.500000 Penalty: 5287.899414
	Iteration 15Q: 3 clusters Score -7858276 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -7858317.000000 Penalty: 5287.899414
	Iteration 16Q: 3 clusters Score -7858317 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -7858357.500000 Penalty: 5287.899414
	Iteration 17Q: 3 clusters Score -7858358 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -7858399.000000 Penalty: 5287.899414
	Iteration 18Q: 3 clusters Score -7858399 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -7858425.000000 Penalty: 5287.899414
	Iteration 19Q: 3 clusters Score -7858425 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -7858418.000000 Penalty: 5287.899414
	Iteration 20F: 3 clusters Score -7858418 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -7858438.500000 Penalty: 5287.899414
	Iteration 21Q: 3 clusters Score -7858438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -7858443.500000 Penalty: 5287.899414
	Iteration 22Q: 3 clusters Score -7858444 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -7858453.000000 Penalty: 5287.899414
	Iteration 23Q: 3 clusters Score -7858453 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -7858464.500000 Penalty: 5287.899414
	Iteration 24Q: 3 clusters Score -7858464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -7858475.000000 Penalty: 5287.899414
	Iteration 25Q: 3 clusters Score -7858475 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -7858491.000000 Penalty: 5287.899414
	Iteration 26Q: 3 clusters Score -7858491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 38951 members 
Entering Unmasked Estep 
Score: -7858483.000000 Penalty: 5287.899414
	Iteration 27Q: 3 clusters Score -7858483 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -7858499.500000 Penalty: 5287.899414
	Iteration 28Q: 3 clusters Score -7858500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -7858510.000000 Penalty: 5287.899414
	Iteration 29Q: 3 clusters Score -7858510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -7858518.000000 Penalty: 5287.899414
	Iteration 30Q: 3 clusters Score -7858518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -7858520.500000 Penalty: 5287.899414
	Iteration 31Q: 3 clusters Score -7858520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -7858513.000000 Penalty: 5287.899414
	Iteration 32Q: 3 clusters Score -7858513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -7858518.000000 Penalty: 5287.899414
	Iteration 33Q: 3 clusters Score -7858518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -7858513.000000 Penalty: 5287.899414
	Iteration 34Q: 3 clusters Score -7858513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -7858510.500000 Penalty: 5287.899414
	Iteration 35Q: 3 clusters Score -7858510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7858520.500000 Penalty: 5287.899414
	Iteration 36Q: 3 clusters Score -7858520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -7858526.000000 Penalty: 5287.899414
	Iteration 37Q: 3 clusters Score -7858526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -7858531.500000 Penalty: 5287.899414
	Iteration 38Q: 3 clusters Score -7858532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -7858542.000000 Penalty: 5287.899414
	Iteration 39Q: 3 clusters Score -7858542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -7858543.500000 Penalty: 5287.899414
	Iteration 40F: 3 clusters Score -7858544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -7858534.500000 Penalty: 5287.899414
	Iteration 41Q: 3 clusters Score -7858534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -7858547.000000 Penalty: 5287.899414
	Iteration 42Q: 3 clusters Score -7858547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -7858546.500000 Penalty: 5287.899414
	Iteration 43Q: 3 clusters Score -7858546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -7858563.000000 Penalty: 5287.899414
	Iteration 44Q: 3 clusters Score -7858563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -7858565.000000 Penalty: 5287.899414
	Iteration 45Q: 3 clusters Score -7858565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -7858556.500000 Penalty: 5287.899414
	Iteration 46Q: 3 clusters Score -7858556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -7858567.500000 Penalty: 5287.899414
	Iteration 47Q: 3 clusters Score -7858568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -7858580.000000 Penalty: 5287.899414
	Iteration 48Q: 3 clusters Score -7858580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -7858576.000000 Penalty: 5287.899414
	Iteration 49Q: 3 clusters Score -7858576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -7858579.500000 Penalty: 5287.899414
	Iteration 50Q: 3 clusters Score -7858580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -7858572.500000 Penalty: 5287.899414
	Iteration 51Q: 3 clusters Score -7858572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -7858572.000000 Penalty: 5287.899414
	Iteration 52Q: 3 clusters Score -7858572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -7858568.000000 Penalty: 5287.899414
	Iteration 53Q: 3 clusters Score -7858568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -7858573.500000 Penalty: 5287.899414
	Iteration 54Q: 3 clusters Score -7858574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -7858569.500000 Penalty: 5287.899414
	Iteration 55Q: 3 clusters Score -7858570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -7858569.500000 Penalty: 5287.899414
	Iteration 56Q: 3 clusters Score -7858570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -7858582.500000 Penalty: 5287.899414
	Iteration 57Q: 3 clusters Score -7858582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -7858582.500000 Penalty: 5287.899414
	Iteration 58Q: 3 clusters Score -7858582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -7858583.000000 Penalty: 5287.899414
	Iteration 59Q: 3 clusters Score -7858583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -7858589.000000 Penalty: 5287.899414
	Iteration 60F: 3 clusters Score -7858589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -7858578.000000 Penalty: 5287.899414
	Iteration 61Q: 3 clusters Score -7858578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -7858583.000000 Penalty: 5287.899414
	Iteration 62Q: 3 clusters Score -7858583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -7858577.500000 Penalty: 5287.899414
	Iteration 63Q: 3 clusters Score -7858578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -7858584.500000 Penalty: 5287.899414
	Iteration 64Q: 3 clusters Score -7858584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -7858592.000000 Penalty: 5287.899414
	Iteration 65Q: 3 clusters Score -7858592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -7858603.000000 Penalty: 5287.899414
	Iteration 66Q: 3 clusters Score -7858603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -7858595.500000 Penalty: 5287.899414
	Iteration 67Q: 3 clusters Score -7858596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -7858594.000000 Penalty: 5287.899414
	Iteration 68Q: 3 clusters Score -7858594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -7858590.500000 Penalty: 5287.899414
	Iteration 69Q: 3 clusters Score -7858590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -7858582.500000 Penalty: 5287.899414
	Iteration 70Q: 3 clusters Score -7858582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -7858590.000000 Penalty: 5287.899414
	Iteration 71Q: 3 clusters Score -7858590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -7858587.000000 Penalty: 5287.899414
	Iteration 72Q: 3 clusters Score -7858587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -7858583.000000 Penalty: 5287.899414
	Iteration 73Q: 3 clusters Score -7858583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -7858583.500000 Penalty: 5287.899414
	Iteration 74Q: 3 clusters Score -7858584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -7858586.500000 Penalty: 5287.899414
	Iteration 75Q: 3 clusters Score -7858586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -7858590.000000 Penalty: 5287.899414
	Iteration 76Q: 3 clusters Score -7858590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -7858589.500000 Penalty: 5287.899414
	Iteration 77Q: 3 clusters Score -7858590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -7858588.500000 Penalty: 5287.899414
	Iteration 78Q: 3 clusters Score -7858588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -7858601.500000 Penalty: 5287.899414
	Iteration 79Q: 3 clusters Score -7858602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -7858614.500000 Penalty: 5287.899414
	Iteration 80F: 3 clusters Score -7858614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -7858613.000000 Penalty: 5287.899414
	Iteration 81Q: 3 clusters Score -7858613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -7858601.500000 Penalty: 5287.899414
	Iteration 82Q: 3 clusters Score -7858602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -7858611.500000 Penalty: 5287.899414
	Iteration 83Q: 3 clusters Score -7858612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -7858613.000000 Penalty: 5287.899414
	Iteration 84Q: 3 clusters Score -7858613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -7858615.500000 Penalty: 5287.899414
	Iteration 85Q: 3 clusters Score -7858616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -7858618.000000 Penalty: 5287.899414
	Iteration 86Q: 3 clusters Score -7858618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -7858616.500000 Penalty: 5287.899414
	Iteration 87Q: 3 clusters Score -7858616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -7858615.000000 Penalty: 5287.899414
	Iteration 88Q: 3 clusters Score -7858615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -7858611.500000 Penalty: 5287.899414
	Iteration 89Q: 3 clusters Score -7858612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -7858611.000000 Penalty: 5287.899414
	Iteration 90Q: 3 clusters Score -7858611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -7858610.500000 Penalty: 5287.899414
	Iteration 91Q: 3 clusters Score -7858610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -7858607.500000 Penalty: 5287.899414
	Iteration 92Q: 3 clusters Score -7858608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -7858605.000000 Penalty: 5287.899414
	Iteration 93Q: 3 clusters Score -7858605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -7858615.000000 Penalty: 5287.899414
	Iteration 94Q: 3 clusters Score -7858615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -7858617.500000 Penalty: 5287.899414
	Iteration 95Q: 3 clusters Score -7858618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -7858613.000000 Penalty: 5287.899414
	Iteration 96Q: 3 clusters Score -7858613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -7858616.000000 Penalty: 5287.899414
	Iteration 97Q: 3 clusters Score -7858616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -7858616.000000 Penalty: 5287.899414
	Iteration 98Q: 3 clusters Score -7858616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -7858619.000000 Penalty: 5287.899414
	Iteration 99Q: 3 clusters Score -7858619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -7858621.500000 Penalty: 5287.899414
	Iteration 100F: 3 clusters Score -7858622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -7858622.000000 Penalty: 5287.899414
	Iteration 101Q: 3 clusters Score -7858622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -7858615.500000 Penalty: 5287.899414
	Iteration 102Q: 3 clusters Score -7858616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -7858613.000000 Penalty: 5287.899414
	Iteration 103Q: 3 clusters Score -7858613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -7858612.000000 Penalty: 5287.899414
	Iteration 104Q: 3 clusters Score -7858612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -7858612.000000 Penalty: 5287.899414
	Iteration 105F: 3 clusters Score -7858612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -67774.601562 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -67774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66343.343750 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -66343.34 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -66576.882812 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -66576.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66670.531250 Penalty: 3090.318848
	Iteration 2Q: 3 clusters Score -66670.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66752.234375 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -66752.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66791.210938 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -66791.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66806.609375 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -66806.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66809.312500 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -66809.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66809.312500 Penalty: 3090.318848
	Iteration 7F: 3 clusters Score -66809.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Entering Unmasked Estep 
Score: -7854125.000000 Penalty: 2641.918457
	Iteration 0F: 2 clusters Score -7854125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -7825932.500000 Penalty: 5283.836914
	Iteration 0F: 3 clusters Score -7825932 nChanged 19407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -7836585.500000 Penalty: 5283.836914
	Iteration 1F: 3 clusters Score -7836586 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -7836931.000000 Penalty: 5283.836914
	Iteration 2Q: 3 clusters Score -7836931 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -7837247.500000 Penalty: 5283.836914
	Iteration 3Q: 3 clusters Score -7837248 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -7837552.000000 Penalty: 5283.836914
	Iteration 4Q: 3 clusters Score -7837552 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -7837834.000000 Penalty: 5283.836914
	Iteration 5Q: 3 clusters Score -7837834 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -7838079.500000 Penalty: 5283.836914
	Iteration 6Q: 3 clusters Score -7838080 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -7838310.000000 Penalty: 5283.836914
	Iteration 7Q: 3 clusters Score -7838310 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -7838585.500000 Penalty: 5283.836914
	Iteration 8Q: 3 clusters Score -7838586 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -7838895.000000 Penalty: 5283.836914
	Iteration 9Q: 3 clusters Score -7838895 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -7839211.500000 Penalty: 5283.836914
	Iteration 10Q: 3 clusters Score -7839212 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7839668 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7840302 nChanged 1766
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7841290 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7842619 nChanged 2116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
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	Iteration 15F: 3 clusters Score -7844007 nChanged 1964
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Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7845001 nChanged 1479
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Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7845574 nChanged 987
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Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7845900 nChanged 739
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7846144 nChanged 616
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7846350 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7846593 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7846819 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7847064 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7847370 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7847694 nChanged 694
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7847969 nChanged 643
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7848282 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7848570 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7848822 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -7849040.500000 Penalty: 5283.836914
	Iteration 30Q: 3 clusters Score -7849040 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -7849231.500000 Penalty: 5283.836914
	Iteration 31Q: 3 clusters Score -7849232 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -7849411.500000 Penalty: 5283.836914
	Iteration 32Q: 3 clusters Score -7849412 nChanged 401
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Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -7849546.500000 Penalty: 5283.836914
	Iteration 33Q: 3 clusters Score -7849546 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7849642 nChanged 311
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Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7849746 nChanged 269
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7849822 nChanged 274
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7849924 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7849991 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7850059 nChanged 213
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Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7850094 nChanged 220
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Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7850172 nChanged 202
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Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7850214 nChanged 174
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Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7850260 nChanged 182
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Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7850334 nChanged 169
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Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7850380 nChanged 171
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Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7850427 nChanged 174
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Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7850457 nChanged 165
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Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7850480 nChanged 166
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Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7850524 nChanged 173
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Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7850577 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7850657 nChanged 180
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Mstep: Class 1 contains 34417 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7850689 nChanged 162
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Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7850711 nChanged 135
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Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7850748 nChanged 125
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Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7850787 nChanged 125
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Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7850830 nChanged 167
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Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -7850854.000000 Penalty: 5283.836914
	Iteration 57Q: 3 clusters Score -7850854 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -7850902.500000 Penalty: 5283.836914
	Iteration 58Q: 3 clusters Score -7850902 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -7850943.500000 Penalty: 5283.836914
	Iteration 59Q: 3 clusters Score -7850944 nChanged 167
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Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -7850970.000000 Penalty: 5283.836914
	Iteration 60F: 3 clusters Score -7850970 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7851024 nChanged 156
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Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7851057 nChanged 137
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Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7851082 nChanged 109
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Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7851111 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -7851136.500000 Penalty: 5283.836914
	Iteration 65Q: 3 clusters Score -7851136 nChanged 120
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Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7851168 nChanged 124
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Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7851194 nChanged 165
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Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7851227 nChanged 155
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Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7851288 nChanged 163
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Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7851328 nChanged 173
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Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7851352 nChanged 179
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Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7851362 nChanged 157
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Mstep: Class 1 contains 37515 members 
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Entering Unmasked Estep 
Score: -7851400.500000 Penalty: 5283.836914
	Iteration 73Q: 3 clusters Score -7851400 nChanged 166
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Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -7851433.500000 Penalty: 5283.836914
	Iteration 74Q: 3 clusters Score -7851434 nChanged 157
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Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -7851469.500000 Penalty: 5283.836914
	Iteration 75Q: 3 clusters Score -7851470 nChanged 159
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Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -7851530.000000 Penalty: 5283.836914
	Iteration 76Q: 3 clusters Score -7851530 nChanged 143
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Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7851584 nChanged 138
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Mstep: Class 1 contains 38276 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7851596 nChanged 129
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Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7851645 nChanged 122
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Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7851682 nChanged 124
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Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7851694 nChanged 99
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Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7851716.000000 Penalty: 5283.836914
	Iteration 82Q: 3 clusters Score -7851716 nChanged 114
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Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7851762 nChanged 97
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Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7851786 nChanged 83
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Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -7851801.000000 Penalty: 5283.836914
	Iteration 85Q: 3 clusters Score -7851801 nChanged 75
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Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -7851822.000000 Penalty: 5283.836914
	Iteration 86Q: 3 clusters Score -7851822 nChanged 72
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Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -7851844.000000 Penalty: 5283.836914
	Iteration 87Q: 3 clusters Score -7851844 nChanged 66
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Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7851850 nChanged 76
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Mstep: Class 1 contains 39323 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7851852 nChanged 73
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Mstep: Class 1 contains 39396 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7851886 nChanged 64
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Mstep: Class 1 contains 39460 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7851886 nChanged 54
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Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7851890 nChanged 63
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Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7851899 nChanged 47
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Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7851911 nChanged 41
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Mstep: Class 1 contains 39665 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7851916 nChanged 34
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Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7851934 nChanged 29
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Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7851932 nChanged 25
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Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7851946 nChanged 24
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Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7851942 nChanged 19
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Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7851947.500000 Penalty: 5283.836914
	Iteration 100F: 3 clusters Score -7851948 nChanged 9
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Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7851946 nChanged 6
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Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7851940.000000 Penalty: 5283.836914
	Iteration 102Q: 3 clusters Score -7851940 nChanged 6
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Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7851944 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7851943.000000 Penalty: 5283.836914
	Iteration 104Q: 3 clusters Score -7851943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7851938.500000 Penalty: 5283.836914
	Iteration 105Q: 3 clusters Score -7851938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7851944.500000 Penalty: 5283.836914
	Iteration 106Q: 3 clusters Score -7851944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7851941.500000 Penalty: 5283.836914
	Iteration 107Q: 3 clusters Score -7851942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7851936.000000 Penalty: 5283.836914
	Iteration 108Q: 3 clusters Score -7851936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7851938.000000 Penalty: 5283.836914
	Iteration 109Q: 3 clusters Score -7851938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7851933.000000 Penalty: 5283.836914
	Iteration 110Q: 3 clusters Score -7851933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -7851933.000000 Penalty: 5283.836914
	Iteration 111F: 3 clusters Score -7851933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Entering Unmasked Estep 
Score: -4754909.000000 Penalty: 2525.817627
	Iteration 0F: 2 clusters Score -4754909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -4736692.500000 Penalty: 5051.635254
	Iteration 0F: 3 clusters Score -4736692 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -4743023.500000 Penalty: 5051.635254
	Iteration 1F: 3 clusters Score -4743024 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -4743331.000000 Penalty: 5051.635254
	Iteration 2Q: 3 clusters Score -4743331 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -4743540.500000 Penalty: 5051.635254
	Iteration 3Q: 3 clusters Score -4743540 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -4743740.500000 Penalty: 5051.635254
	Iteration 4Q: 3 clusters Score -4743740 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -4743886.500000 Penalty: 5051.635254
	Iteration 5Q: 3 clusters Score -4743886 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -4744060.000000 Penalty: 5051.635254
	Iteration 6Q: 3 clusters Score -4744060 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -4744265.000000 Penalty: 5051.635254
	Iteration 7Q: 3 clusters Score -4744265 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -4744539.500000 Penalty: 5051.635254
	Iteration 8Q: 3 clusters Score -4744540 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -4744907.000000 Penalty: 5051.635254
	Iteration 9Q: 3 clusters Score -4744907 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -4745457.000000 Penalty: 5051.635254
	Iteration 10Q: 3 clusters Score -4745457 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -4746363.000000 Penalty: 5051.635254
	Iteration 11F: 3 clusters Score -4746363 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -4747559.000000 Penalty: 5051.635254
	Iteration 12F: 3 clusters Score -4747559 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4749108.500000 Penalty: 5051.635254
	Iteration 13F: 3 clusters Score -4749108 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4750535.000000 Penalty: 5051.635254
	Iteration 14F: 3 clusters Score -4750535 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4751544.000000 Penalty: 5051.635254
	Iteration 15Q: 3 clusters Score -4751544 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4752104.000000 Penalty: 5051.635254
	Iteration 16Q: 3 clusters Score -4752104 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4752361.000000 Penalty: 5051.635254
	Iteration 17Q: 3 clusters Score -4752361 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4752524.000000 Penalty: 5051.635254
	Iteration 18Q: 3 clusters Score -4752524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4752611.500000 Penalty: 5051.635254
	Iteration 19Q: 3 clusters Score -4752612 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4752649.000000 Penalty: 5051.635254
	Iteration 20F: 3 clusters Score -4752649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4752682.000000 Penalty: 5051.635254
	Iteration 21Q: 3 clusters Score -4752682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4752695.500000 Penalty: 5051.635254
	Iteration 22Q: 3 clusters Score -4752696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4752708.000000 Penalty: 5051.635254
	Iteration 23Q: 3 clusters Score -4752708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4752712.500000 Penalty: 5051.635254
	Iteration 24Q: 3 clusters Score -4752712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -4752714.000000 Penalty: 5051.635254
	Iteration 25Q: 3 clusters Score -4752714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4752714.000000 Penalty: 5051.635254
	Iteration 26Q: 3 clusters Score -4752714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4752721.000000 Penalty: 5051.635254
	Iteration 27Q: 3 clusters Score -4752721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4752723.500000 Penalty: 5051.635254
	Iteration 28Q: 3 clusters Score -4752724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4752731.500000 Penalty: 5051.635254
	Iteration 29Q: 3 clusters Score -4752732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4752734.500000 Penalty: 5051.635254
	Iteration 30Q: 3 clusters Score -4752734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4752734.500000 Penalty: 5051.635254
	Iteration 31F: 3 clusters Score -4752734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Entering Unmasked Estep 
Score: -7426274.500000 Penalty: 2629.972168
	Iteration 0F: 2 clusters Score -7426274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -7399038.500000 Penalty: 5259.944336
	Iteration 0F: 3 clusters Score -7399038 nChanged 18584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -7409466.000000 Penalty: 5259.944336
	Iteration 1F: 3 clusters Score -7409466 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -7410303.000000 Penalty: 5259.944336
	Iteration 2Q: 3 clusters Score -7410303 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -7411504.000000 Penalty: 5259.944336
	Iteration 3Q: 3 clusters Score -7411504 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -7413070.000000 Penalty: 5259.944336
	Iteration 4F: 3 clusters Score -7413070 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -7414773.000000 Penalty: 5259.944336
	Iteration 5F: 3 clusters Score -7414773 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -7416626.000000 Penalty: 5259.944336
	Iteration 6F: 3 clusters Score -7416626 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -7418629.000000 Penalty: 5259.944336
	Iteration 7F: 3 clusters Score -7418629 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -7420504.000000 Penalty: 5259.944336
	Iteration 8F: 3 clusters Score -7420504 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -7421814.500000 Penalty: 5259.944336
	Iteration 9Q: 3 clusters Score -7421814 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -7422578.000000 Penalty: 5259.944336
	Iteration 10Q: 3 clusters Score -7422578 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 28432 members 
Entering Unmasked Estep 
Score: -7423070.000000 Penalty: 5259.944336
	Iteration 11Q: 3 clusters Score -7423070 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -7423420.000000 Penalty: 5259.944336
	Iteration 12Q: 3 clusters Score -7423420 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -7423644.500000 Penalty: 5259.944336
	Iteration 13Q: 3 clusters Score -7423644 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -7423864.500000 Penalty: 5259.944336
	Iteration 14Q: 3 clusters Score -7423864 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -7424042.000000 Penalty: 5259.944336
	Iteration 15Q: 3 clusters Score -7424042 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -7424201.000000 Penalty: 5259.944336
	Iteration 16Q: 3 clusters Score -7424201 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -7424290.500000 Penalty: 5259.944336
	Iteration 17Q: 3 clusters Score -7424290 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -7424417.000000 Penalty: 5259.944336
	Iteration 18Q: 3 clusters Score -7424417 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -7424511.000000 Penalty: 5259.944336
	Iteration 19Q: 3 clusters Score -7424511 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -7424601.500000 Penalty: 5259.944336
	Iteration 20F: 3 clusters Score -7424602 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -7424653.000000 Penalty: 5259.944336
	Iteration 21Q: 3 clusters Score -7424653 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -7424705.500000 Penalty: 5259.944336
	Iteration 22Q: 3 clusters Score -7424706 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -7424766.500000 Penalty: 5259.944336
	Iteration 23Q: 3 clusters Score -7424766 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -7424800.500000 Penalty: 5259.944336
	Iteration 24Q: 3 clusters Score -7424800 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -7424839.500000 Penalty: 5259.944336
	Iteration 25Q: 3 clusters Score -7424840 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -7424882.000000 Penalty: 5259.944336
	Iteration 26Q: 3 clusters Score -7424882 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -7424909.500000 Penalty: 5259.944336
	Iteration 27Q: 3 clusters Score -7424910 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -7424954.000000 Penalty: 5259.944336
	Iteration 28Q: 3 clusters Score -7424954 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -7425010.000000 Penalty: 5259.944336
	Iteration 29Q: 3 clusters Score -7425010 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -7425032.000000 Penalty: 5259.944336
	Iteration 30Q: 3 clusters Score -7425032 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -7425087.000000 Penalty: 5259.944336
	Iteration 31Q: 3 clusters Score -7425087 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -7425113.500000 Penalty: 5259.944336
	Iteration 32Q: 3 clusters Score -7425114 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -7425123.000000 Penalty: 5259.944336
	Iteration 33Q: 3 clusters Score -7425123 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -7425129.500000 Penalty: 5259.944336
	Iteration 34Q: 3 clusters Score -7425130 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -7425123.000000 Penalty: 5259.944336
	Iteration 35Q: 3 clusters Score -7425123 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -7425133.000000 Penalty: 5259.944336
	Iteration 36Q: 3 clusters Score -7425133 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -7425151.000000 Penalty: 5259.944336
	Iteration 37Q: 3 clusters Score -7425151 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -7425173.000000 Penalty: 5259.944336
	Iteration 38Q: 3 clusters Score -7425173 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -7425195.500000 Penalty: 5259.944336
	Iteration 39Q: 3 clusters Score -7425196 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -7425205.500000 Penalty: 5259.944336
	Iteration 40F: 3 clusters Score -7425206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -7425238.500000 Penalty: 5259.944336
	Iteration 41Q: 3 clusters Score -7425238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -7425245.000000 Penalty: 5259.944336
	Iteration 42Q: 3 clusters Score -7425245 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -7425231.500000 Penalty: 5259.944336
	Iteration 43Q: 3 clusters Score -7425232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -7425247.000000 Penalty: 5259.944336
	Iteration 44Q: 3 clusters Score -7425247 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -7425282.500000 Penalty: 5259.944336
	Iteration 45Q: 3 clusters Score -7425282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -7425296.500000 Penalty: 5259.944336
	Iteration 46Q: 3 clusters Score -7425296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -7425300.000000 Penalty: 5259.944336
	Iteration 47Q: 3 clusters Score -7425300 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -7425306.000000 Penalty: 5259.944336
	Iteration 48Q: 3 clusters Score -7425306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -7425301.000000 Penalty: 5259.944336
	Iteration 49Q: 3 clusters Score -7425301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -7425316.500000 Penalty: 5259.944336
	Iteration 50Q: 3 clusters Score -7425316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -7425307.500000 Penalty: 5259.944336
	Iteration 51Q: 3 clusters Score -7425308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -7425314.000000 Penalty: 5259.944336
	Iteration 52Q: 3 clusters Score -7425314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -7425321.000000 Penalty: 5259.944336
	Iteration 53Q: 3 clusters Score -7425321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -7425341.000000 Penalty: 5259.944336
	Iteration 54Q: 3 clusters Score -7425341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -7425330.500000 Penalty: 5259.944336
	Iteration 55Q: 3 clusters Score -7425330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -7425328.500000 Penalty: 5259.944336
	Iteration 56Q: 3 clusters Score -7425328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -7425318.500000 Penalty: 5259.944336
	Iteration 57Q: 3 clusters Score -7425318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -7425328.500000 Penalty: 5259.944336
	Iteration 58Q: 3 clusters Score -7425328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -7425336.500000 Penalty: 5259.944336
	Iteration 59Q: 3 clusters Score -7425336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -7425328.000000 Penalty: 5259.944336
	Iteration 60F: 3 clusters Score -7425328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -7425333.000000 Penalty: 5259.944336
	Iteration 61Q: 3 clusters Score -7425333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -7425327.000000 Penalty: 5259.944336
	Iteration 62Q: 3 clusters Score -7425327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -7425340.000000 Penalty: 5259.944336
	Iteration 63Q: 3 clusters Score -7425340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -7425346.000000 Penalty: 5259.944336
	Iteration 64Q: 3 clusters Score -7425346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -7425352.000000 Penalty: 5259.944336
	Iteration 65Q: 3 clusters Score -7425352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -7425356.000000 Penalty: 5259.944336
	Iteration 66Q: 3 clusters Score -7425356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -7425355.500000 Penalty: 5259.944336
	Iteration 67Q: 3 clusters Score -7425356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -7425357.000000 Penalty: 5259.944336
	Iteration 68Q: 3 clusters Score -7425357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -7425356.500000 Penalty: 5259.944336
	Iteration 69Q: 3 clusters Score -7425356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -7425362.000000 Penalty: 5259.944336
	Iteration 70Q: 3 clusters Score -7425362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -7425365.500000 Penalty: 5259.944336
	Iteration 71Q: 3 clusters Score -7425366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -7425369.000000 Penalty: 5259.944336
	Iteration 72Q: 3 clusters Score -7425369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -7425368.000000 Penalty: 5259.944336
	Iteration 73Q: 3 clusters Score -7425368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -7425361.500000 Penalty: 5259.944336
	Iteration 74Q: 3 clusters Score -7425362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -7425360.500000 Penalty: 5259.944336
	Iteration 75Q: 3 clusters Score -7425360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -7425362.000000 Penalty: 5259.944336
	Iteration 76Q: 3 clusters Score -7425362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -7425361.500000 Penalty: 5259.944336
	Iteration 77Q: 3 clusters Score -7425362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -7425361.500000 Penalty: 5259.944336
	Iteration 78F: 3 clusters Score -7425362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Entering Unmasked Estep 
Score: -8033475.000000 Penalty: 2649.479736
	Iteration 0F: 2 clusters Score -8033475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -8004170.500000 Penalty: 5298.959473
	Iteration 0F: 3 clusters Score -8004170 nChanged 20105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -8015273.000000 Penalty: 5298.959473
	Iteration 1F: 3 clusters Score -8015273 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -8015983.500000 Penalty: 5298.959473
	Iteration 2Q: 3 clusters Score -8015984 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -8017003.000000 Penalty: 5298.959473
	Iteration 3Q: 3 clusters Score -8017003 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -8018469.500000 Penalty: 5298.959473
	Iteration 4F: 3 clusters Score -8018470 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -8020474.000000 Penalty: 5298.959473
	Iteration 5F: 3 clusters Score -8020474 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -8022977.000000 Penalty: 5298.959473
	Iteration 6F: 3 clusters Score -8022977 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -8025499.500000 Penalty: 5298.959473
	Iteration 7F: 3 clusters Score -8025500 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -8027728.500000 Penalty: 5298.959473
	Iteration 8F: 3 clusters Score -8027728 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -8029183.000000 Penalty: 5298.959473
	Iteration 9Q: 3 clusters Score -8029183 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8030035.000000 Penalty: 5298.959473
	Iteration 10Q: 3 clusters Score -8030035 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8030512.500000 Penalty: 5298.959473
	Iteration 11Q: 3 clusters Score -8030512 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8030764.000000 Penalty: 5298.959473
	Iteration 12Q: 3 clusters Score -8030764 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8030914.500000 Penalty: 5298.959473
	Iteration 13Q: 3 clusters Score -8030914 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8031000.500000 Penalty: 5298.959473
	Iteration 14Q: 3 clusters Score -8031000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8031057.000000 Penalty: 5298.959473
	Iteration 15Q: 3 clusters Score -8031057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8031096.000000 Penalty: 5298.959473
	Iteration 16Q: 3 clusters Score -8031096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8031122.500000 Penalty: 5298.959473
	Iteration 17Q: 3 clusters Score -8031122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8031129.500000 Penalty: 5298.959473
	Iteration 18Q: 3 clusters Score -8031130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8031137.500000 Penalty: 5298.959473
	Iteration 19Q: 3 clusters Score -8031138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8031146.000000 Penalty: 5298.959473
	Iteration 20F: 3 clusters Score -8031146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8031173.000000 Penalty: 5298.959473
	Iteration 21Q: 3 clusters Score -8031173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8031175.500000 Penalty: 5298.959473
	Iteration 22Q: 3 clusters Score -8031176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8031186.000000 Penalty: 5298.959473
	Iteration 23Q: 3 clusters Score -8031186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8031187.000000 Penalty: 5298.959473
	Iteration 24Q: 3 clusters Score -8031187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8031194.000000 Penalty: 5298.959473
	Iteration 25Q: 3 clusters Score -8031194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8031205.500000 Penalty: 5298.959473
	Iteration 26Q: 3 clusters Score -8031206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8031211.000000 Penalty: 5298.959473
	Iteration 27Q: 3 clusters Score -8031211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8031214.000000 Penalty: 5298.959473
	Iteration 28Q: 3 clusters Score -8031214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8031219.500000 Penalty: 5298.959473
	Iteration 29Q: 3 clusters Score -8031220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8031215.000000 Penalty: 5298.959473
	Iteration 30Q: 3 clusters Score -8031215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8031216.500000 Penalty: 5298.959473
	Iteration 31Q: 3 clusters Score -8031216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8031211.000000 Penalty: 5298.959473
	Iteration 32Q: 3 clusters Score -8031211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8031221.500000 Penalty: 5298.959473
	Iteration 33Q: 3 clusters Score -8031222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8031223.500000 Penalty: 5298.959473
	Iteration 34Q: 3 clusters Score -8031224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8031227.500000 Penalty: 5298.959473
	Iteration 35Q: 3 clusters Score -8031228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8031227.500000 Penalty: 5298.959473
	Iteration 36F: 3 clusters Score -8031228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26431.712891 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26431.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -25289.240234 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25289.24 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25384.902344 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25384.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -25412.787109 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -25412.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25430.970703 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -25430.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -25441.029297 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -25441.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25447.369141 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -25447.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25454.656250 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -25454.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -25458.550781 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -25458.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -25461.476562 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -25461.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25465.531250 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -25465.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25468.787109 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -25468.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25469.324219 Penalty: 2838.898193
	Iteration 11Q: 3 clusters Score -25469.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25469.324219 Penalty: 2838.898193
	Iteration 12F: 3 clusters Score -25469.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Entering Unmasked Estep 
Score: -7353719.000000 Penalty: 2626.647705
	Iteration 0F: 2 clusters Score -7353719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -7326833.000000 Penalty: 5253.295410
	Iteration 0F: 3 clusters Score -7326833 nChanged 18201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -7336814.000000 Penalty: 5253.295410
	Iteration 1F: 3 clusters Score -7336814 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -7337375.000000 Penalty: 5253.295410
	Iteration 2Q: 3 clusters Score -7337375 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -7338049.500000 Penalty: 5253.295410
	Iteration 3Q: 3 clusters Score -7338050 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -7338949.000000 Penalty: 5253.295410
	Iteration 4Q: 3 clusters Score -7338949 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -7340240.500000 Penalty: 5253.295410
	Iteration 5F: 3 clusters Score -7340240 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -7342037.500000 Penalty: 5253.295410
	Iteration 6F: 3 clusters Score -7342038 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -7344722.500000 Penalty: 5253.295410
	Iteration 7F: 3 clusters Score -7344722 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -7347615.500000 Penalty: 5253.295410
	Iteration 8F: 3 clusters Score -7347616 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -7349680.000000 Penalty: 5253.295410
	Iteration 9F: 3 clusters Score -7349680 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -7350514.500000 Penalty: 5253.295410
	Iteration 10Q: 3 clusters Score -7350514 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -7350860.000000 Penalty: 5253.295410
	Iteration 11Q: 3 clusters Score -7350860 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -7351013.000000 Penalty: 5253.295410
	Iteration 12Q: 3 clusters Score -7351013 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -7351132.500000 Penalty: 5253.295410
	Iteration 13Q: 3 clusters Score -7351132 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -7351216.500000 Penalty: 5253.295410
	Iteration 14Q: 3 clusters Score -7351216 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -7351313.000000 Penalty: 5253.295410
	Iteration 15Q: 3 clusters Score -7351313 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -7351373.500000 Penalty: 5253.295410
	Iteration 16Q: 3 clusters Score -7351374 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -7351452.000000 Penalty: 5253.295410
	Iteration 17Q: 3 clusters Score -7351452 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -7351489.000000 Penalty: 5253.295410
	Iteration 18Q: 3 clusters Score -7351489 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -7351525.000000 Penalty: 5253.295410
	Iteration 19Q: 3 clusters Score -7351525 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7351590.000000 Penalty: 5253.295410
	Iteration 20F: 3 clusters Score -7351590 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -7351620.500000 Penalty: 5253.295410
	Iteration 21Q: 3 clusters Score -7351620 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -7351669.000000 Penalty: 5253.295410
	Iteration 22Q: 3 clusters Score -7351669 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -7351718.000000 Penalty: 5253.295410
	Iteration 23Q: 3 clusters Score -7351718 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7351737.500000 Penalty: 5253.295410
	Iteration 24Q: 3 clusters Score -7351738 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -7351787.500000 Penalty: 5253.295410
	Iteration 25Q: 3 clusters Score -7351788 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -7351808.500000 Penalty: 5253.295410
	Iteration 26Q: 3 clusters Score -7351808 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7351838.500000 Penalty: 5253.295410
	Iteration 27Q: 3 clusters Score -7351838 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7351864.000000 Penalty: 5253.295410
	Iteration 28Q: 3 clusters Score -7351864 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7351886.500000 Penalty: 5253.295410
	Iteration 29Q: 3 clusters Score -7351886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -7351883.000000 Penalty: 5253.295410
	Iteration 30Q: 3 clusters Score -7351883 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7351892.000000 Penalty: 5253.295410
	Iteration 31Q: 3 clusters Score -7351892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7351918.000000 Penalty: 5253.295410
	Iteration 32Q: 3 clusters Score -7351918 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7351923.000000 Penalty: 5253.295410
	Iteration 33Q: 3 clusters Score -7351923 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -7351932.500000 Penalty: 5253.295410
	Iteration 34Q: 3 clusters Score -7351932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -7351946.500000 Penalty: 5253.295410
	Iteration 35Q: 3 clusters Score -7351946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -7351945.500000 Penalty: 5253.295410
	Iteration 36Q: 3 clusters Score -7351946 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7351951.500000 Penalty: 5253.295410
	Iteration 37Q: 3 clusters Score -7351952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7351955.500000 Penalty: 5253.295410
	Iteration 38Q: 3 clusters Score -7351956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7351950.500000 Penalty: 5253.295410
	Iteration 39Q: 3 clusters Score -7351950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7351952.000000 Penalty: 5253.295410
	Iteration 40F: 3 clusters Score -7351952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7351952.500000 Penalty: 5253.295410
	Iteration 41Q: 3 clusters Score -7351952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7351954.500000 Penalty: 5253.295410
	Iteration 42Q: 3 clusters Score -7351954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7351956.500000 Penalty: 5253.295410
	Iteration 43Q: 3 clusters Score -7351956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7351954.500000 Penalty: 5253.295410
	Iteration 44Q: 3 clusters Score -7351954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -7351951.000000 Penalty: 5253.295410
	Iteration 45Q: 3 clusters Score -7351951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7351953.000000 Penalty: 5253.295410
	Iteration 46Q: 3 clusters Score -7351953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7351960.000000 Penalty: 5253.295410
	Iteration 47Q: 3 clusters Score -7351960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7351961.000000 Penalty: 5253.295410
	Iteration 48Q: 3 clusters Score -7351961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7351961.500000 Penalty: 5253.295410
	Iteration 49Q: 3 clusters Score -7351962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7351957.500000 Penalty: 5253.295410
	Iteration 50Q: 3 clusters Score -7351958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7351963.500000 Penalty: 5253.295410
	Iteration 51Q: 3 clusters Score -7351964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7351970.000000 Penalty: 5253.295410
	Iteration 52Q: 3 clusters Score -7351970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7351977.500000 Penalty: 5253.295410
	Iteration 53Q: 3 clusters Score -7351978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -7351975.500000 Penalty: 5253.295410
	Iteration 54Q: 3 clusters Score -7351976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7351975.500000 Penalty: 5253.295410
	Iteration 55Q: 3 clusters Score -7351976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7351972.500000 Penalty: 5253.295410
	Iteration 56Q: 3 clusters Score -7351972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7351972.000000 Penalty: 5253.295410
	Iteration 57Q: 3 clusters Score -7351972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7351971.000000 Penalty: 5253.295410
	Iteration 58Q: 3 clusters Score -7351971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7351963.000000 Penalty: 5253.295410
	Iteration 59Q: 3 clusters Score -7351963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -7351968.000000 Penalty: 5253.295410
	Iteration 60F: 3 clusters Score -7351968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7351981.500000 Penalty: 5253.295410
	Iteration 61Q: 3 clusters Score -7351982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7351973.000000 Penalty: 5253.295410
	Iteration 62Q: 3 clusters Score -7351973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7351984.500000 Penalty: 5253.295410
	Iteration 63Q: 3 clusters Score -7351984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7351987.000000 Penalty: 5253.295410
	Iteration 64Q: 3 clusters Score -7351987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7351979.000000 Penalty: 5253.295410
	Iteration 65Q: 3 clusters Score -7351979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -7351985.000000 Penalty: 5253.295410
	Iteration 66Q: 3 clusters Score -7351985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7351990.500000 Penalty: 5253.295410
	Iteration 67Q: 3 clusters Score -7351990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7351985.500000 Penalty: 5253.295410
	Iteration 68Q: 3 clusters Score -7351986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7351988.500000 Penalty: 5253.295410
	Iteration 69Q: 3 clusters Score -7351988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7352007.000000 Penalty: 5253.295410
	Iteration 70Q: 3 clusters Score -7352007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7352000.000000 Penalty: 5253.295410
	Iteration 71Q: 3 clusters Score -7352000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7351999.000000 Penalty: 5253.295410
	Iteration 72Q: 3 clusters Score -7351999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7351997.000000 Penalty: 5253.295410
	Iteration 73Q: 3 clusters Score -7351997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7352006.500000 Penalty: 5253.295410
	Iteration 74Q: 3 clusters Score -7352006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7352013.000000 Penalty: 5253.295410
	Iteration 75Q: 3 clusters Score -7352013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7352010.500000 Penalty: 5253.295410
	Iteration 76Q: 3 clusters Score -7352010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7352010.500000 Penalty: 5253.295410
	Iteration 77Q: 3 clusters Score -7352010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7352008.500000 Penalty: 5253.295410
	Iteration 78Q: 3 clusters Score -7352008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7352005.000000 Penalty: 5253.295410
	Iteration 79Q: 3 clusters Score -7352005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7351997.000000 Penalty: 5253.295410
	Iteration 80F: 3 clusters Score -7351997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7352002.500000 Penalty: 5253.295410
	Iteration 81Q: 3 clusters Score -7352002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7352002.000000 Penalty: 5253.295410
	Iteration 82Q: 3 clusters Score -7352002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7351995.500000 Penalty: 5253.295410
	Iteration 83Q: 3 clusters Score -7351996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7351999.500000 Penalty: 5253.295410
	Iteration 84Q: 3 clusters Score -7352000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7352003.000000 Penalty: 5253.295410
	Iteration 85Q: 3 clusters Score -7352003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7352011.500000 Penalty: 5253.295410
	Iteration 86Q: 3 clusters Score -7352012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7352009.000000 Penalty: 5253.295410
	Iteration 87Q: 3 clusters Score -7352009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7352012.500000 Penalty: 5253.295410
	Iteration 88Q: 3 clusters Score -7352012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7352012.500000 Penalty: 5253.295410
	Iteration 89F: 3 clusters Score -7352012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -160307.593750 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -160307.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -158385.296875 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -158385.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -158702.062500 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -158702.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -158827.218750 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -158827.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -158934.390625 Penalty: 3430.198730
	Iteration 3F: 3 clusters Score -158934.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -159035.640625 Penalty: 3430.198730
	Iteration 4F: 3 clusters Score -159035.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -159113.718750 Penalty: 3430.198730
	Iteration 5Q: 3 clusters Score -159113.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159191.031250 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -159191 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159258.437500 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -159258.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -159345.359375 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -159345.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -159416.640625 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -159416.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -159463.703125 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -159463.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -159481.921875 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -159481.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -159500.890625 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -159500.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -159515.062500 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -159515.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -159529.781250 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -159529.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -159542.984375 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -159543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159545.281250 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -159545.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -159546.656250 Penalty: 3430.198730
	Iteration 17Q: 3 clusters Score -159546.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -159547.328125 Penalty: 3430.198730
	Iteration 18Q: 3 clusters Score -159547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159548.125000 Penalty: 3430.198730
	Iteration 19Q: 3 clusters Score -159548.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159548.125000 Penalty: 3430.198730
	Iteration 20F: 3 clusters Score -159548.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Entering Unmasked Estep 
Score: -8410739.000000 Penalty: 2659.299316
	Iteration 0F: 2 clusters Score -8410739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -8381178.000000 Penalty: 5318.598633
	Iteration 0F: 3 clusters Score -8381178 nChanged 20807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -8392639.000000 Penalty: 5318.598633
	Iteration 1F: 3 clusters Score -8392639 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -8393060.000000 Penalty: 5318.598633
	Iteration 2Q: 3 clusters Score -8393060 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -8393572.000000 Penalty: 5318.598633
	Iteration 3Q: 3 clusters Score -8393572 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -8394001.000000 Penalty: 5318.598633
	Iteration 4Q: 3 clusters Score -8394001 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -8394429.000000 Penalty: 5318.598633
	Iteration 5Q: 3 clusters Score -8394429 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -8394823.000000 Penalty: 5318.598633
	Iteration 6Q: 3 clusters Score -8394823 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -8395288.000000 Penalty: 5318.598633
	Iteration 7Q: 3 clusters Score -8395288 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -8396015.000000 Penalty: 5318.598633
	Iteration 8Q: 3 clusters Score -8396015 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -8397092.000000 Penalty: 5318.598633
	Iteration 9Q: 3 clusters Score -8397092 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -8398541.000000 Penalty: 5318.598633
	Iteration 10Q: 3 clusters Score -8398541 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -8400270.000000 Penalty: 5318.598633
	Iteration 11F: 3 clusters Score -8400270 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -8401908.000000 Penalty: 5318.598633
	Iteration 12Q: 3 clusters Score -8401908 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -8403096.000000 Penalty: 5318.598633
	Iteration 13Q: 3 clusters Score -8403096 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -8403926.000000 Penalty: 5318.598633
	Iteration 14Q: 3 clusters Score -8403926 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -8404565.000000 Penalty: 5318.598633
	Iteration 15Q: 3 clusters Score -8404565 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -8405198.000000 Penalty: 5318.598633
	Iteration 16Q: 3 clusters Score -8405198 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -8405704.000000 Penalty: 5318.598633
	Iteration 17Q: 3 clusters Score -8405704 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -8406193.000000 Penalty: 5318.598633
	Iteration 18Q: 3 clusters Score -8406193 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -8406564.000000 Penalty: 5318.598633
	Iteration 19Q: 3 clusters Score -8406564 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -8406959.000000 Penalty: 5318.598633
	Iteration 20F: 3 clusters Score -8406959 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -8407340.000000 Penalty: 5318.598633
	Iteration 21Q: 3 clusters Score -8407340 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -8407566.000000 Penalty: 5318.598633
	Iteration 22Q: 3 clusters Score -8407566 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8407817.000000 Penalty: 5318.598633
	Iteration 23Q: 3 clusters Score -8407817 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8407948.000000 Penalty: 5318.598633
	Iteration 24Q: 3 clusters Score -8407948 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8408097.000000 Penalty: 5318.598633
	Iteration 25Q: 3 clusters Score -8408097 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8408224.000000 Penalty: 5318.598633
	Iteration 26Q: 3 clusters Score -8408224 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8408300.000000 Penalty: 5318.598633
	Iteration 27Q: 3 clusters Score -8408300 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8408361.000000 Penalty: 5318.598633
	Iteration 28Q: 3 clusters Score -8408361 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8408402.000000 Penalty: 5318.598633
	Iteration 29Q: 3 clusters Score -8408402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8408464.000000 Penalty: 5318.598633
	Iteration 30Q: 3 clusters Score -8408464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8408478.000000 Penalty: 5318.598633
	Iteration 31Q: 3 clusters Score -8408478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8408490.000000 Penalty: 5318.598633
	Iteration 32Q: 3 clusters Score -8408490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44849 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8408508.000000 Penalty: 5318.598633
	Iteration 33Q: 3 clusters Score -8408508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8408517.000000 Penalty: 5318.598633
	Iteration 34Q: 3 clusters Score -8408517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8408523.000000 Penalty: 5318.598633
	Iteration 35Q: 3 clusters Score -8408523 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8408522.000000 Penalty: 5318.598633
	Iteration 36Q: 3 clusters Score -8408522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8408535.000000 Penalty: 5318.598633
	Iteration 37Q: 3 clusters Score -8408535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8408543.000000 Penalty: 5318.598633
	Iteration 38Q: 3 clusters Score -8408543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8408541.000000 Penalty: 5318.598633
	Iteration 39Q: 3 clusters Score -8408541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8408535.000000 Penalty: 5318.598633
	Iteration 40F: 3 clusters Score -8408535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8408544.000000 Penalty: 5318.598633
	Iteration 41Q: 3 clusters Score -8408544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8408544.000000 Penalty: 5318.598633
	Iteration 42Q: 3 clusters Score -8408544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8408547.000000 Penalty: 5318.598633
	Iteration 43Q: 3 clusters Score -8408547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8408539.000000 Penalty: 5318.598633
	Iteration 44Q: 3 clusters Score -8408539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8408536.000000 Penalty: 5318.598633
	Iteration 45Q: 3 clusters Score -8408536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8408555.000000 Penalty: 5318.598633
	Iteration 46Q: 3 clusters Score -8408555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8408548.000000 Penalty: 5318.598633
	Iteration 47Q: 3 clusters Score -8408548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8408546.000000 Penalty: 5318.598633
	Iteration 48Q: 3 clusters Score -8408546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8408546.000000 Penalty: 5318.598633
	Iteration 49F: 3 clusters Score -8408546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56117.789062 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56117.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54686.625000 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -54686.62 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55035.312500 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55035.31 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55279.046875 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55279.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55461.765625 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -55461.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55519.710938 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55519.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55538.984375 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55538.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55545.394531 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -55545.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55545.394531 Penalty: 3078.461670
	Iteration 7F: 3 clusters Score -55545.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -48525.347656 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -48525.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47238.007812 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -47238.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47418.015625 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -47418.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47468.253906 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -47468.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47532.316406 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -47532.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47590.402344 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -47590.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47620.652344 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -47620.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47631.628906 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -47631.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47643.781250 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -47643.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47644.718750 Penalty: 2885.287109
	Iteration 8F: 3 clusters Score -47644.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47660.074219 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -47660.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47663.671875 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -47663.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47679.210938 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -47679.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47683.183594 Penalty: 2885.287109
	Iteration 12Q: 3 clusters Score -47683.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47685.136719 Penalty: 2885.287109
	Iteration 13Q: 3 clusters Score -47685.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47688.679688 Penalty: 2885.287109
	Iteration 14Q: 3 clusters Score -47688.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47688.679688 Penalty: 2885.287109
	Iteration 15F: 3 clusters Score -47688.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 42147 members 
Mstep: Class 3 contains 47034 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46214 members 
Mstep: Class 7 contains 42535 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42492 members 
Mstep: Class 11 contains 49813 members 
Mstep: Class 12 contains 43985 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46524 members 
Mstep: Class 16 contains 42663 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42315 members 
Mstep: Class 19 contains 26496 members 
Mstep: Class 20 contains 40325 members 
Mstep: Class 21 contains 43625 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39788 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45387 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939544.000000 Penalty: 90108.015625
Iteration 399Q: 28 clusters Score -1.269395e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 42130 members 
Mstep: Class 3 contains 47032 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46220 members 
Mstep: Class 7 contains 42559 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42490 members 
Mstep: Class 11 contains 49818 members 
Mstep: Class 12 contains 43976 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46518 members 
Mstep: Class 16 contains 42677 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42300 members 
Mstep: Class 19 contains 26491 members 
Mstep: Class 20 contains 40322 members 
Mstep: Class 21 contains 43620 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39799 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45366 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939536.000000 Penalty: 90108.015625
Iteration 400F: 28 clusters Score -1.269395e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 42113 members 
Mstep: Class 3 contains 47027 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46213 members 
Mstep: Class 7 contains 42584 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42485 members 
Mstep: Class 11 contains 49815 members 
Mstep: Class 12 contains 43975 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46507 members 
Mstep: Class 16 contains 42697 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42288 members 
Mstep: Class 19 contains 26488 members 
Mstep: Class 20 contains 40324 members 
Mstep: Class 21 contains 43611 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39810 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45332 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939504.000000 Penalty: 90108.015625
Iteration 401Q: 28 clusters Score -1.269395e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 42098 members 
Mstep: Class 3 contains 47032 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46194 members 
Mstep: Class 7 contains 42589 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42478 members 
Mstep: Class 11 contains 49820 members 
Mstep: Class 12 contains 43970 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 820 members 
Mstep: Class 15 contains 46517 members 
Mstep: Class 16 contains 42690 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42267 members 
Mstep: Class 19 contains 26489 members 
Mstep: Class 20 contains 40341 members 
Mstep: Class 21 contains 43609 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39829 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45313 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939768.000000 Penalty: 90108.015625
Iteration 402Q: 28 clusters Score -1.269398e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 42107 members 
Mstep: Class 3 contains 47026 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46204 members 
Mstep: Class 7 contains 42588 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42472 members 
Mstep: Class 11 contains 49840 members 
Mstep: Class 12 contains 43951 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 46520 members 
Mstep: Class 16 contains 42705 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42250 members 
Mstep: Class 19 contains 26485 members 
Mstep: Class 20 contains 40354 members 
Mstep: Class 21 contains 43598 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39843 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45290 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939544.000000 Penalty: 90108.015625
Iteration 403Q: 28 clusters Score -1.269395e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 42121 members 
Mstep: Class 3 contains 47030 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46206 members 
Mstep: Class 7 contains 42574 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42460 members 
Mstep: Class 11 contains 49836 members 
Mstep: Class 12 contains 43933 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 46515 members 
Mstep: Class 16 contains 42698 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42249 members 
Mstep: Class 19 contains 26482 members 
Mstep: Class 20 contains 40378 members 
Mstep: Class 21 contains 43590 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39850 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45291 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939608.000000 Penalty: 90108.015625
Iteration 404Q: 28 clusters Score -1.269396e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 42124 members 
Mstep: Class 3 contains 47031 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46204 members 
Mstep: Class 7 contains 42576 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42465 members 
Mstep: Class 11 contains 49850 members 
Mstep: Class 12 contains 43925 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 46513 members 
Mstep: Class 16 contains 42675 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42249 members 
Mstep: Class 19 contains 26482 members 
Mstep: Class 20 contains 40399 members 
Mstep: Class 21 contains 43586 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39856 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45274 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939448.000000 Penalty: 90108.015625
Iteration 405Q: 28 clusters Score -1.269394e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 42125 members 
Mstep: Class 3 contains 47029 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46213 members 
Mstep: Class 7 contains 42589 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42459 members 
Mstep: Class 11 contains 49849 members 
Mstep: Class 12 contains 43918 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46519 members 
Mstep: Class 16 contains 42671 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42246 members 
Mstep: Class 19 contains 26477 members 
Mstep: Class 20 contains 40412 members 
Mstep: Class 21 contains 43573 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39885 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45275 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939328.000000 Penalty: 90108.015625
Iteration 406Q: 28 clusters Score -1.269393e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 42143 members 
Mstep: Class 3 contains 47021 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46209 members 
Mstep: Class 7 contains 42595 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42450 members 
Mstep: Class 11 contains 49852 members 
Mstep: Class 12 contains 43909 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46529 members 
Mstep: Class 16 contains 42674 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42249 members 
Mstep: Class 19 contains 26478 members 
Mstep: Class 20 contains 40413 members 
Mstep: Class 21 contains 43558 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39922 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45260 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939344.000000 Penalty: 90108.015625
Iteration 407Q: 28 clusters Score -1.269393e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 42155 members 
Mstep: Class 3 contains 47027 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46226 members 
Mstep: Class 7 contains 42617 members 
Mstep: Class 8 contains 4148 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42442 members 
Mstep: Class 11 contains 49824 members 
Mstep: Class 12 contains 43895 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46539 members 
Mstep: Class 16 contains 42667 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42238 members 
Mstep: Class 19 contains 26473 members 
Mstep: Class 20 contains 40423 members 
Mstep: Class 21 contains 43562 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39939 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45251 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939560.000000 Penalty: 90108.015625
Iteration 408Q: 28 clusters Score -1.269396e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 42174 members 
Mstep: Class 3 contains 47030 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46248 members 
Mstep: Class 7 contains 42626 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42442 members 
Mstep: Class 11 contains 49828 members 
Mstep: Class 12 contains 43878 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46524 members 
Mstep: Class 16 contains 42649 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42229 members 
Mstep: Class 19 contains 26465 members 
Mstep: Class 20 contains 40433 members 
Mstep: Class 21 contains 43567 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39948 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45241 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939432.000000 Penalty: 90108.015625
Iteration 409Q: 28 clusters Score -1.269394e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 42182 members 
Mstep: Class 3 contains 47028 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46237 members 
Mstep: Class 7 contains 42626 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42440 members 
Mstep: Class 11 contains 49831 members 
Mstep: Class 12 contains 43853 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46534 members 
Mstep: Class 16 contains 42650 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42213 members 
Mstep: Class 19 contains 26462 members 
Mstep: Class 20 contains 40450 members 
Mstep: Class 21 contains 43572 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39959 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45239 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939584.000000 Penalty: 90108.015625
Iteration 410Q: 28 clusters Score -1.269396e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 42201 members 
Mstep: Class 3 contains 47033 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46232 members 
Mstep: Class 7 contains 42629 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42437 members 
Mstep: Class 11 contains 49836 members 
Mstep: Class 12 contains 43837 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46529 members 
Mstep: Class 16 contains 42657 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42219 members 
Mstep: Class 19 contains 26462 members 
Mstep: Class 20 contains 40458 members 
Mstep: Class 21 contains 43565 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 39981 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45219 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939536.000000 Penalty: 90108.015625
Iteration 411Q: 28 clusters Score -1.269395e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 42214 members 
Mstep: Class 3 contains 47037 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46221 members 
Mstep: Class 7 contains 42626 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42446 members 
Mstep: Class 11 contains 49832 members 
Mstep: Class 12 contains 43820 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46519 members 
Mstep: Class 16 contains 42653 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42233 members 
Mstep: Class 19 contains 26461 members 
Mstep: Class 20 contains 40464 members 
Mstep: Class 21 contains 43555 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40000 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45216 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939552.000000 Penalty: 90108.015625
Iteration 412Q: 28 clusters Score -1.269396e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 42222 members 
Mstep: Class 3 contains 47039 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46206 members 
Mstep: Class 7 contains 42614 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42443 members 
Mstep: Class 11 contains 49822 members 
Mstep: Class 12 contains 43802 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46514 members 
Mstep: Class 16 contains 42656 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42242 members 
Mstep: Class 19 contains 26456 members 
Mstep: Class 20 contains 40476 members 
Mstep: Class 21 contains 43554 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40022 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45224 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939752.000000 Penalty: 90108.015625
Iteration 413Q: 28 clusters Score -1.269398e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 42224 members 
Mstep: Class 3 contains 47038 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46205 members 
Mstep: Class 7 contains 42608 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42442 members 
Mstep: Class 11 contains 49829 members 
Mstep: Class 12 contains 43790 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46508 members 
Mstep: Class 16 contains 42648 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42247 members 
Mstep: Class 19 contains 26453 members 
Mstep: Class 20 contains 40482 members 
Mstep: Class 21 contains 43549 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40040 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45219 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939600.000000 Penalty: 90108.015625
Iteration 414Q: 28 clusters Score -1.269396e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 47042 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46219 members 
Mstep: Class 7 contains 42607 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42431 members 
Mstep: Class 11 contains 49817 members 
Mstep: Class 12 contains 43776 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46512 members 
Mstep: Class 16 contains 42645 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42265 members 
Mstep: Class 19 contains 26444 members 
Mstep: Class 20 contains 40484 members 
Mstep: Class 21 contains 43548 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40030 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45221 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939848.000000 Penalty: 90108.015625
Iteration 415Q: 28 clusters Score -1.269398e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 42230 members 
Mstep: Class 3 contains 47040 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46217 members 
Mstep: Class 7 contains 42596 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42433 members 
Mstep: Class 11 contains 49817 members 
Mstep: Class 12 contains 43778 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46513 members 
Mstep: Class 16 contains 42644 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42275 members 
Mstep: Class 19 contains 26441 members 
Mstep: Class 20 contains 40480 members 
Mstep: Class 21 contains 43560 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40028 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45221 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939840.000000 Penalty: 90108.015625
Iteration 416Q: 28 clusters Score -1.269398e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 42234 members 
Mstep: Class 3 contains 47051 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46219 members 
Mstep: Class 7 contains 42582 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42437 members 
Mstep: Class 11 contains 49818 members 
Mstep: Class 12 contains 43790 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46508 members 
Mstep: Class 16 contains 42629 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42285 members 
Mstep: Class 19 contains 26436 members 
Mstep: Class 20 contains 40481 members 
Mstep: Class 21 contains 43567 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40020 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45211 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939808.000000 Penalty: 90108.015625
Iteration 417Q: 28 clusters Score -1.269398e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 42239 members 
Mstep: Class 3 contains 47054 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46212 members 
Mstep: Class 7 contains 42572 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42438 members 
Mstep: Class 11 contains 49808 members 
Mstep: Class 12 contains 43794 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46512 members 
Mstep: Class 16 contains 42615 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42271 members 
Mstep: Class 19 contains 26433 members 
Mstep: Class 20 contains 40496 members 
Mstep: Class 21 contains 43565 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40029 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45215 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939704.000000 Penalty: 90108.015625
Iteration 418Q: 28 clusters Score -1.269397e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 42254 members 
Mstep: Class 3 contains 47053 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46203 members 
Mstep: Class 7 contains 42569 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42432 members 
Mstep: Class 11 contains 49807 members 
Mstep: Class 12 contains 43805 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46510 members 
Mstep: Class 16 contains 42599 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42267 members 
Mstep: Class 19 contains 26432 members 
Mstep: Class 20 contains 40507 members 
Mstep: Class 21 contains 43562 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40041 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45214 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939856.000000 Penalty: 90108.015625
Iteration 419Q: 28 clusters Score -1.269399e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 42269 members 
Mstep: Class 3 contains 47048 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46214 members 
Mstep: Class 7 contains 42569 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42430 members 
Mstep: Class 11 contains 49817 members 
Mstep: Class 12 contains 43815 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46498 members 
Mstep: Class 16 contains 42580 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42262 members 
Mstep: Class 19 contains 26428 members 
Mstep: Class 20 contains 40499 members 
Mstep: Class 21 contains 43550 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40056 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45229 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940016.000000 Penalty: 90108.015625
Iteration 420F: 28 clusters Score -1.2694e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 42282 members 
Mstep: Class 3 contains 47044 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2349 members 
Mstep: Class 6 contains 46211 members 
Mstep: Class 7 contains 42567 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42419 members 
Mstep: Class 11 contains 49823 members 
Mstep: Class 12 contains 43815 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46505 members 
Mstep: Class 16 contains 42576 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42263 members 
Mstep: Class 19 contains 26422 members 
Mstep: Class 20 contains 40505 members 
Mstep: Class 21 contains 43535 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40072 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45227 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940064.000000 Penalty: 90108.015625
Iteration 421Q: 28 clusters Score -1.269401e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 42285 members 
Mstep: Class 3 contains 47036 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46217 members 
Mstep: Class 7 contains 42568 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42411 members 
Mstep: Class 11 contains 49827 members 
Mstep: Class 12 contains 43813 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46506 members 
Mstep: Class 16 contains 42592 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42260 members 
Mstep: Class 19 contains 26420 members 
Mstep: Class 20 contains 40507 members 
Mstep: Class 21 contains 43529 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40080 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45218 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940184.000000 Penalty: 90108.015625
Iteration 422Q: 28 clusters Score -1.269402e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 42274 members 
Mstep: Class 3 contains 47037 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46231 members 
Mstep: Class 7 contains 42567 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42409 members 
Mstep: Class 11 contains 49827 members 
Mstep: Class 12 contains 43818 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46485 members 
Mstep: Class 16 contains 42597 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42277 members 
Mstep: Class 19 contains 26415 members 
Mstep: Class 20 contains 40521 members 
Mstep: Class 21 contains 43522 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40088 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45192 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940096.000000 Penalty: 90108.015625
Iteration 423Q: 28 clusters Score -1.269401e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 42268 members 
Mstep: Class 3 contains 47039 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46231 members 
Mstep: Class 7 contains 42563 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42412 members 
Mstep: Class 11 contains 49832 members 
Mstep: Class 12 contains 43816 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46481 members 
Mstep: Class 16 contains 42608 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42265 members 
Mstep: Class 19 contains 26410 members 
Mstep: Class 20 contains 40538 members 
Mstep: Class 21 contains 43521 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40105 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45158 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940168.000000 Penalty: 90108.015625
Iteration 424Q: 28 clusters Score -1.269402e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 42283 members 
Mstep: Class 3 contains 47027 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46250 members 
Mstep: Class 7 contains 42564 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42410 members 
Mstep: Class 11 contains 49836 members 
Mstep: Class 12 contains 43807 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46470 members 
Mstep: Class 16 contains 42621 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42275 members 
Mstep: Class 19 contains 26410 members 
Mstep: Class 20 contains 40544 members 
Mstep: Class 21 contains 43500 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40115 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45117 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940192.000000 Penalty: 90108.015625
Iteration 425Q: 28 clusters Score -1.269402e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 42283 members 
Mstep: Class 3 contains 47025 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46252 members 
Mstep: Class 7 contains 42568 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42408 members 
Mstep: Class 11 contains 49829 members 
Mstep: Class 12 contains 43806 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46457 members 
Mstep: Class 16 contains 42620 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42275 members 
Mstep: Class 19 contains 26406 members 
Mstep: Class 20 contains 40570 members 
Mstep: Class 21 contains 43491 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40118 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45098 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940016.000000 Penalty: 90108.015625
Iteration 426Q: 28 clusters Score -1.2694e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 42286 members 
Mstep: Class 3 contains 47026 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46248 members 
Mstep: Class 7 contains 42564 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42409 members 
Mstep: Class 11 contains 49822 members 
Mstep: Class 12 contains 43797 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46448 members 
Mstep: Class 16 contains 42610 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42272 members 
Mstep: Class 19 contains 26403 members 
Mstep: Class 20 contains 40596 members 
Mstep: Class 21 contains 43482 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40118 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45116 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940040.000000 Penalty: 90108.015625
Iteration 427Q: 28 clusters Score -1.2694e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 42296 members 
Mstep: Class 3 contains 47021 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46244 members 
Mstep: Class 7 contains 42553 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42407 members 
Mstep: Class 11 contains 49835 members 
Mstep: Class 12 contains 43797 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46445 members 
Mstep: Class 16 contains 42602 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42254 members 
Mstep: Class 19 contains 26405 members 
Mstep: Class 20 contains 40623 members 
Mstep: Class 21 contains 43475 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40125 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45121 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940016.000000 Penalty: 90108.015625
Iteration 428Q: 28 clusters Score -1.2694e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 47026 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46234 members 
Mstep: Class 7 contains 42538 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42397 members 
Mstep: Class 11 contains 49825 members 
Mstep: Class 12 contains 43805 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46433 members 
Mstep: Class 16 contains 42611 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42252 members 
Mstep: Class 19 contains 26406 members 
Mstep: Class 20 contains 40651 members 
Mstep: Class 21 contains 43463 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40122 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45131 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940000.000000 Penalty: 90108.015625
Iteration 429Q: 28 clusters Score -1.2694e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 47024 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46237 members 
Mstep: Class 7 contains 42520 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42391 members 
Mstep: Class 11 contains 49819 members 
Mstep: Class 12 contains 43810 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46428 members 
Mstep: Class 16 contains 42609 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42265 members 
Mstep: Class 19 contains 26407 members 
Mstep: Class 20 contains 40659 members 
Mstep: Class 21 contains 43450 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40130 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45129 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940064.000000 Penalty: 90108.015625
Iteration 430Q: 28 clusters Score -1.269401e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 42298 members 
Mstep: Class 3 contains 47020 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46231 members 
Mstep: Class 7 contains 42500 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42390 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 43832 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46428 members 
Mstep: Class 16 contains 42602 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42290 members 
Mstep: Class 19 contains 26409 members 
Mstep: Class 20 contains 40655 members 
Mstep: Class 21 contains 43455 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40132 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45123 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940072.000000 Penalty: 90108.015625
Iteration 431Q: 28 clusters Score -1.269401e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 42299 members 
Mstep: Class 3 contains 47022 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46219 members 
Mstep: Class 7 contains 42495 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42382 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 43848 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46431 members 
Mstep: Class 16 contains 42604 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42315 members 
Mstep: Class 19 contains 26405 members 
Mstep: Class 20 contains 40648 members 
Mstep: Class 21 contains 43455 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40143 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45106 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940240.000000 Penalty: 90108.015625
Iteration 432Q: 28 clusters Score -1.269402e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 42293 members 
Mstep: Class 3 contains 47021 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46209 members 
Mstep: Class 7 contains 42482 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42374 members 
Mstep: Class 11 contains 49800 members 
Mstep: Class 12 contains 43876 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46426 members 
Mstep: Class 16 contains 42617 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42338 members 
Mstep: Class 19 contains 26401 members 
Mstep: Class 20 contains 40628 members 
Mstep: Class 21 contains 43464 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40150 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45102 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940208.000000 Penalty: 90108.015625
Iteration 433Q: 28 clusters Score -1.269402e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 42278 members 
Mstep: Class 3 contains 47030 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46218 members 
Mstep: Class 7 contains 42477 members 
Mstep: Class 8 contains 4151 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42367 members 
Mstep: Class 11 contains 49803 members 
Mstep: Class 12 contains 43888 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46418 members 
Mstep: Class 16 contains 42612 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42342 members 
Mstep: Class 19 contains 26400 members 
Mstep: Class 20 contains 40628 members 
Mstep: Class 21 contains 43460 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40163 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45085 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940344.000000 Penalty: 90108.015625
Iteration 434Q: 28 clusters Score -1.269403e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 42292 members 
Mstep: Class 3 contains 47032 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46206 members 
Mstep: Class 7 contains 42472 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42358 members 
Mstep: Class 11 contains 49813 members 
Mstep: Class 12 contains 43893 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46404 members 
Mstep: Class 16 contains 42617 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42358 members 
Mstep: Class 19 contains 26400 members 
Mstep: Class 20 contains 40629 members 
Mstep: Class 21 contains 43454 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40168 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45075 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940408.000000 Penalty: 90108.015625
Iteration 435Q: 28 clusters Score -1.269404e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 42291 members 
Mstep: Class 3 contains 47030 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46196 members 
Mstep: Class 7 contains 42470 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42357 members 
Mstep: Class 11 contains 49817 members 
Mstep: Class 12 contains 43909 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46397 members 
Mstep: Class 16 contains 42631 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42360 members 
Mstep: Class 19 contains 26403 members 
Mstep: Class 20 contains 40615 members 
Mstep: Class 21 contains 43455 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40165 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45070 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940368.000000 Penalty: 90108.015625
Iteration 436Q: 28 clusters Score -1.269404e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 42305 members 
Mstep: Class 3 contains 47038 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46184 members 
Mstep: Class 7 contains 42466 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42353 members 
Mstep: Class 11 contains 49795 members 
Mstep: Class 12 contains 43917 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46409 members 
Mstep: Class 16 contains 42639 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42360 members 
Mstep: Class 19 contains 26402 members 
Mstep: Class 20 contains 40613 members 
Mstep: Class 21 contains 43457 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40173 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45060 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940376.000000 Penalty: 90108.015625
Iteration 437Q: 28 clusters Score -1.269404e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 42303 members 
Mstep: Class 3 contains 47025 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46200 members 
Mstep: Class 7 contains 42463 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42353 members 
Mstep: Class 11 contains 49785 members 
Mstep: Class 12 contains 43926 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46405 members 
Mstep: Class 16 contains 42639 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42359 members 
Mstep: Class 19 contains 26402 members 
Mstep: Class 20 contains 40610 members 
Mstep: Class 21 contains 43450 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40195 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45060 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940240.000000 Penalty: 90108.015625
Iteration 438Q: 28 clusters Score -1.269402e+08 nChanged 434
Entering ConstructFrom: 
Score: -126940240.000000 Penalty: 90108.015625
Entering ConstructFrom: 
Trying to split cluster 1 (45510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Entering Unmasked Estep 
Score: -8454503.000000 Penalty: 2659.970459
	Iteration 0F: 2 clusters Score -8454503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -8425149.000000 Penalty: 5319.940918
	Iteration 0F: 3 clusters Score -8425149 nChanged 20944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -8436682.000000 Penalty: 5319.940918
	Iteration 1F: 3 clusters Score -8436682 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -8437226.000000 Penalty: 5319.940918
	Iteration 2Q: 3 clusters Score -8437226 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -8437762.000000 Penalty: 5319.940918
	Iteration 3Q: 3 clusters Score -8437762 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -8438472.000000 Penalty: 5319.940918
	Iteration 4Q: 3 clusters Score -8438472 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -8439334.000000 Penalty: 5319.940918
	Iteration 5Q: 3 clusters Score -8439334 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -8440471.000000 Penalty: 5319.940918
	Iteration 6Q: 3 clusters Score -8440471 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -8442018.000000 Penalty: 5319.940918
	Iteration 7Q: 3 clusters Score -8442018 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -8443821.000000 Penalty: 5319.940918
	Iteration 8F: 3 clusters Score -8443821 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -8445591.000000 Penalty: 5319.940918
	Iteration 9F: 3 clusters Score -8445591 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -8447151.000000 Penalty: 5319.940918
	Iteration 10Q: 3 clusters Score -8447151 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -8448262.000000 Penalty: 5319.940918
	Iteration 11Q: 3 clusters Score -8448262 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -8449133.000000 Penalty: 5319.940918
	Iteration 12Q: 3 clusters Score -8449133 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -8449763.000000 Penalty: 5319.940918
	Iteration 13Q: 3 clusters Score -8449763 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -8450185.000000 Penalty: 5319.940918
	Iteration 14Q: 3 clusters Score -8450185 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -8450527.000000 Penalty: 5319.940918
	Iteration 15Q: 3 clusters Score -8450527 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -8450873.000000 Penalty: 5319.940918
	Iteration 16Q: 3 clusters Score -8450873 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -8451158.000000 Penalty: 5319.940918
	Iteration 17Q: 3 clusters Score -8451158 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -8451428.000000 Penalty: 5319.940918
	Iteration 18Q: 3 clusters Score -8451428 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -8451663.000000 Penalty: 5319.940918
	Iteration 19Q: 3 clusters Score -8451663 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -8451828.000000 Penalty: 5319.940918
	Iteration 20F: 3 clusters Score -8451828 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -8451922.000000 Penalty: 5319.940918
	Iteration 21Q: 3 clusters Score -8451922 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -8452074.000000 Penalty: 5319.940918
	Iteration 22Q: 3 clusters Score -8452074 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -8452131.000000 Penalty: 5319.940918
	Iteration 23Q: 3 clusters Score -8452131 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -8452194.000000 Penalty: 5319.940918
	Iteration 24Q: 3 clusters Score -8452194 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -8452207.000000 Penalty: 5319.940918
	Iteration 25Q: 3 clusters Score -8452207 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -8452256.000000 Penalty: 5319.940918
	Iteration 26Q: 3 clusters Score -8452256 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -8452293.000000 Penalty: 5319.940918
	Iteration 27Q: 3 clusters Score -8452293 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -8452333.000000 Penalty: 5319.940918
	Iteration 28Q: 3 clusters Score -8452333 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -8452326.000000 Penalty: 5319.940918
	Iteration 29Q: 3 clusters Score -8452326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -8452328.000000 Penalty: 5319.940918
	Iteration 30Q: 3 clusters Score -8452328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -8452353.000000 Penalty: 5319.940918
	Iteration 31Q: 3 clusters Score -8452353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -8452355.000000 Penalty: 5319.940918
	Iteration 32Q: 3 clusters Score -8452355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -8452367.000000 Penalty: 5319.940918
	Iteration 33Q: 3 clusters Score -8452367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -8452375.000000 Penalty: 5319.940918
	Iteration 34Q: 3 clusters Score -8452375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -8452372.000000 Penalty: 5319.940918
	Iteration 35Q: 3 clusters Score -8452372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -8452375.000000 Penalty: 5319.940918
	Iteration 36Q: 3 clusters Score -8452375 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -8452371.000000 Penalty: 5319.940918
	Iteration 37Q: 3 clusters Score -8452371 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -8452376.000000 Penalty: 5319.940918
	Iteration 38Q: 3 clusters Score -8452376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -8452394.000000 Penalty: 5319.940918
	Iteration 39Q: 3 clusters Score -8452394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -8452390.000000 Penalty: 5319.940918
	Iteration 40F: 3 clusters Score -8452390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -8452382.000000 Penalty: 5319.940918
	Iteration 41Q: 3 clusters Score -8452382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -8452394.000000 Penalty: 5319.940918
	Iteration 42Q: 3 clusters Score -8452394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -8452400.000000 Penalty: 5319.940918
	Iteration 43Q: 3 clusters Score -8452400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -8452404.000000 Penalty: 5319.940918
	Iteration 44Q: 3 clusters Score -8452404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -8452406.000000 Penalty: 5319.940918
	Iteration 45Q: 3 clusters Score -8452406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8452416.000000 Penalty: 5319.940918
	Iteration 46Q: 3 clusters Score -8452416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8452418.000000 Penalty: 5319.940918
	Iteration 47Q: 3 clusters Score -8452418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8452420.000000 Penalty: 5319.940918
	Iteration 48Q: 3 clusters Score -8452420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -8452420.000000 Penalty: 5319.940918
	Iteration 49Q: 3 clusters Score -8452420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -8452424.000000 Penalty: 5319.940918
	Iteration 50Q: 3 clusters Score -8452424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -8452429.000000 Penalty: 5319.940918
	Iteration 51Q: 3 clusters Score -8452429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -8452425.000000 Penalty: 5319.940918
	Iteration 52Q: 3 clusters Score -8452425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -8452418.000000 Penalty: 5319.940918
	Iteration 53Q: 3 clusters Score -8452418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -8452421.000000 Penalty: 5319.940918
	Iteration 54Q: 3 clusters Score -8452421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -8452422.000000 Penalty: 5319.940918
	Iteration 55Q: 3 clusters Score -8452422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -8452424.000000 Penalty: 5319.940918
	Iteration 56Q: 3 clusters Score -8452424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -8452422.000000 Penalty: 5319.940918
	Iteration 57Q: 3 clusters Score -8452422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -8452424.000000 Penalty: 5319.940918
	Iteration 58Q: 3 clusters Score -8452424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8452425.000000 Penalty: 5319.940918
	Iteration 59Q: 3 clusters Score -8452425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8452425.000000 Penalty: 5319.940918
	Iteration 60F: 3 clusters Score -8452425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Entering Unmasked Estep 
Score: -7828535.500000 Penalty: 2641.930176
	Iteration 0F: 2 clusters Score -7828536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -7800161.000000 Penalty: 5283.860352
	Iteration 0F: 3 clusters Score -7800161 nChanged 19332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -7810659.000000 Penalty: 5283.860352
	Iteration 1F: 3 clusters Score -7810659 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -7811216.500000 Penalty: 5283.860352
	Iteration 2Q: 3 clusters Score -7811216 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -7811941.500000 Penalty: 5283.860352
	Iteration 3Q: 3 clusters Score -7811942 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -7812965.500000 Penalty: 5283.860352
	Iteration 4Q: 3 clusters Score -7812966 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -7814169.000000 Penalty: 5283.860352
	Iteration 5Q: 3 clusters Score -7814169 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -7815541.500000 Penalty: 5283.860352
	Iteration 6F: 3 clusters Score -7815542 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -7817340.500000 Penalty: 5283.860352
	Iteration 7F: 3 clusters Score -7817340 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -7819431.000000 Penalty: 5283.860352
	Iteration 8F: 3 clusters Score -7819431 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -7821800.500000 Penalty: 5283.860352
	Iteration 9F: 3 clusters Score -7821800 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -7823849.500000 Penalty: 5283.860352
	Iteration 10F: 3 clusters Score -7823850 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -7824938.000000 Penalty: 5283.860352
	Iteration 11Q: 3 clusters Score -7824938 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -7825381.500000 Penalty: 5283.860352
	Iteration 12Q: 3 clusters Score -7825382 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -7825609.000000 Penalty: 5283.860352
	Iteration 13Q: 3 clusters Score -7825609 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -7825739.500000 Penalty: 5283.860352
	Iteration 14Q: 3 clusters Score -7825740 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -7825845.000000 Penalty: 5283.860352
	Iteration 15Q: 3 clusters Score -7825845 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -7825872.500000 Penalty: 5283.860352
	Iteration 16Q: 3 clusters Score -7825872 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -7825956.500000 Penalty: 5283.860352
	Iteration 17Q: 3 clusters Score -7825956 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -7826012.000000 Penalty: 5283.860352
	Iteration 18Q: 3 clusters Score -7826012 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -7826034.000000 Penalty: 5283.860352
	Iteration 19Q: 3 clusters Score -7826034 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -7826099.500000 Penalty: 5283.860352
	Iteration 20F: 3 clusters Score -7826100 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -7826136.000000 Penalty: 5283.860352
	Iteration 21Q: 3 clusters Score -7826136 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -7826167.000000 Penalty: 5283.860352
	Iteration 22Q: 3 clusters Score -7826167 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -7826217.000000 Penalty: 5283.860352
	Iteration 23Q: 3 clusters Score -7826217 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -7826259.500000 Penalty: 5283.860352
	Iteration 24Q: 3 clusters Score -7826260 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -7826307.500000 Penalty: 5283.860352
	Iteration 25Q: 3 clusters Score -7826308 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -7826355.500000 Penalty: 5283.860352
	Iteration 26Q: 3 clusters Score -7826356 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -7826397.500000 Penalty: 5283.860352
	Iteration 27Q: 3 clusters Score -7826398 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -7826429.000000 Penalty: 5283.860352
	Iteration 28Q: 3 clusters Score -7826429 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -7826461.500000 Penalty: 5283.860352
	Iteration 29Q: 3 clusters Score -7826462 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -7826499.500000 Penalty: 5283.860352
	Iteration 30Q: 3 clusters Score -7826500 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -7826519.000000 Penalty: 5283.860352
	Iteration 31Q: 3 clusters Score -7826519 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -7826588.500000 Penalty: 5283.860352
	Iteration 32Q: 3 clusters Score -7826588 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -7826669.000000 Penalty: 5283.860352
	Iteration 33Q: 3 clusters Score -7826669 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -7826718.500000 Penalty: 5283.860352
	Iteration 34Q: 3 clusters Score -7826718 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -7826754.000000 Penalty: 5283.860352
	Iteration 35Q: 3 clusters Score -7826754 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -7826778.500000 Penalty: 5283.860352
	Iteration 36Q: 3 clusters Score -7826778 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -7826793.000000 Penalty: 5283.860352
	Iteration 37Q: 3 clusters Score -7826793 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -7826813.500000 Penalty: 5283.860352
	Iteration 38Q: 3 clusters Score -7826814 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -7826799.000000 Penalty: 5283.860352
	Iteration 39Q: 3 clusters Score -7826799 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -7826828.000000 Penalty: 5283.860352
	Iteration 40F: 3 clusters Score -7826828 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -7826849.000000 Penalty: 5283.860352
	Iteration 41Q: 3 clusters Score -7826849 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -7826845.000000 Penalty: 5283.860352
	Iteration 42Q: 3 clusters Score -7826845 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -7826885.500000 Penalty: 5283.860352
	Iteration 43Q: 3 clusters Score -7826886 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -7826906.500000 Penalty: 5283.860352
	Iteration 44Q: 3 clusters Score -7826906 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -7826953.500000 Penalty: 5283.860352
	Iteration 45Q: 3 clusters Score -7826954 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -7826961.000000 Penalty: 5283.860352
	Iteration 46Q: 3 clusters Score -7826961 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -7826983.000000 Penalty: 5283.860352
	Iteration 47Q: 3 clusters Score -7826983 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -7826973.500000 Penalty: 5283.860352
	Iteration 48Q: 3 clusters Score -7826974 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -7826994.500000 Penalty: 5283.860352
	Iteration 49Q: 3 clusters Score -7826994 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -7827001.000000 Penalty: 5283.860352
	Iteration 50Q: 3 clusters Score -7827001 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -7826998.500000 Penalty: 5283.860352
	Iteration 51Q: 3 clusters Score -7826998 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -7827043.000000 Penalty: 5283.860352
	Iteration 52Q: 3 clusters Score -7827043 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -7827054.000000 Penalty: 5283.860352
	Iteration 53Q: 3 clusters Score -7827054 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -7827071.000000 Penalty: 5283.860352
	Iteration 54Q: 3 clusters Score -7827071 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -7827077.000000 Penalty: 5283.860352
	Iteration 55Q: 3 clusters Score -7827077 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -7827074.000000 Penalty: 5283.860352
	Iteration 56Q: 3 clusters Score -7827074 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -7827082.500000 Penalty: 5283.860352
	Iteration 57Q: 3 clusters Score -7827082 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -7827087.500000 Penalty: 5283.860352
	Iteration 58Q: 3 clusters Score -7827088 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -7827098.000000 Penalty: 5283.860352
	Iteration 59Q: 3 clusters Score -7827098 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -7827108.500000 Penalty: 5283.860352
	Iteration 60F: 3 clusters Score -7827108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -7827107.500000 Penalty: 5283.860352
	Iteration 61Q: 3 clusters Score -7827108 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -7827110.500000 Penalty: 5283.860352
	Iteration 62Q: 3 clusters Score -7827110 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -7827115.000000 Penalty: 5283.860352
	Iteration 63Q: 3 clusters Score -7827115 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -7827119.000000 Penalty: 5283.860352
	Iteration 64Q: 3 clusters Score -7827119 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -7827143.000000 Penalty: 5283.860352
	Iteration 65Q: 3 clusters Score -7827143 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -7827169.500000 Penalty: 5283.860352
	Iteration 66Q: 3 clusters Score -7827170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -7827154.500000 Penalty: 5283.860352
	Iteration 67Q: 3 clusters Score -7827154 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -7827187.500000 Penalty: 5283.860352
	Iteration 68Q: 3 clusters Score -7827188 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -7827202.000000 Penalty: 5283.860352
	Iteration 69Q: 3 clusters Score -7827202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -7827211.500000 Penalty: 5283.860352
	Iteration 70Q: 3 clusters Score -7827212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -7827237.500000 Penalty: 5283.860352
	Iteration 71Q: 3 clusters Score -7827238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -7827230.000000 Penalty: 5283.860352
	Iteration 72Q: 3 clusters Score -7827230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -7827226.000000 Penalty: 5283.860352
	Iteration 73Q: 3 clusters Score -7827226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -7827236.500000 Penalty: 5283.860352
	Iteration 74Q: 3 clusters Score -7827236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -7827243.000000 Penalty: 5283.860352
	Iteration 75Q: 3 clusters Score -7827243 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -7827267.500000 Penalty: 5283.860352
	Iteration 76Q: 3 clusters Score -7827268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -7827276.500000 Penalty: 5283.860352
	Iteration 77Q: 3 clusters Score -7827276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -7827262.000000 Penalty: 5283.860352
	Iteration 78Q: 3 clusters Score -7827262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -7827276.000000 Penalty: 5283.860352
	Iteration 79Q: 3 clusters Score -7827276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -7827278.500000 Penalty: 5283.860352
	Iteration 80F: 3 clusters Score -7827278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -7827265.000000 Penalty: 5283.860352
	Iteration 81Q: 3 clusters Score -7827265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -7827278.000000 Penalty: 5283.860352
	Iteration 82Q: 3 clusters Score -7827278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -7827287.500000 Penalty: 5283.860352
	Iteration 83Q: 3 clusters Score -7827288 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -7827280.000000 Penalty: 5283.860352
	Iteration 84Q: 3 clusters Score -7827280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -7827276.000000 Penalty: 5283.860352
	Iteration 85Q: 3 clusters Score -7827276 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -7827272.500000 Penalty: 5283.860352
	Iteration 86Q: 3 clusters Score -7827272 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -7827292.000000 Penalty: 5283.860352
	Iteration 87Q: 3 clusters Score -7827292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -7827319.000000 Penalty: 5283.860352
	Iteration 88Q: 3 clusters Score -7827319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -7827326.500000 Penalty: 5283.860352
	Iteration 89Q: 3 clusters Score -7827326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -7827315.500000 Penalty: 5283.860352
	Iteration 90Q: 3 clusters Score -7827316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -7827332.000000 Penalty: 5283.860352
	Iteration 91Q: 3 clusters Score -7827332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -7827326.000000 Penalty: 5283.860352
	Iteration 92Q: 3 clusters Score -7827326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -7827316.500000 Penalty: 5283.860352
	Iteration 93Q: 3 clusters Score -7827316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -7827324.500000 Penalty: 5283.860352
	Iteration 94Q: 3 clusters Score -7827324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -7827323.000000 Penalty: 5283.860352
	Iteration 95Q: 3 clusters Score -7827323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -7827319.500000 Penalty: 5283.860352
	Iteration 96Q: 3 clusters Score -7827320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -7827314.500000 Penalty: 5283.860352
	Iteration 97Q: 3 clusters Score -7827314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -7827311.000000 Penalty: 5283.860352
	Iteration 98Q: 3 clusters Score -7827311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -7827316.500000 Penalty: 5283.860352
	Iteration 99Q: 3 clusters Score -7827316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -7827319.000000 Penalty: 5283.860352
	Iteration 100F: 3 clusters Score -7827319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -7827315.000000 Penalty: 5283.860352
	Iteration 101Q: 3 clusters Score -7827315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -7827322.500000 Penalty: 5283.860352
	Iteration 102Q: 3 clusters Score -7827322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -7827321.000000 Penalty: 5283.860352
	Iteration 103Q: 3 clusters Score -7827321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -7827320.500000 Penalty: 5283.860352
	Iteration 104Q: 3 clusters Score -7827320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -7827324.500000 Penalty: 5283.860352
	Iteration 105Q: 3 clusters Score -7827324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -7827330.000000 Penalty: 5283.860352
	Iteration 106Q: 3 clusters Score -7827330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -7827329.000000 Penalty: 5283.860352
	Iteration 107Q: 3 clusters Score -7827329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -7827334.000000 Penalty: 5283.860352
	Iteration 108Q: 3 clusters Score -7827334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -7827332.500000 Penalty: 5283.860352
	Iteration 109Q: 3 clusters Score -7827332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -7827333.500000 Penalty: 5283.860352
	Iteration 110Q: 3 clusters Score -7827334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -7827322.000000 Penalty: 5283.860352
	Iteration 111Q: 3 clusters Score -7827322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -7827335.500000 Penalty: 5283.860352
	Iteration 112Q: 3 clusters Score -7827336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -7827328.500000 Penalty: 5283.860352
	Iteration 113Q: 3 clusters Score -7827328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7827325.000000 Penalty: 5283.860352
	Iteration 114Q: 3 clusters Score -7827325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -7827333.500000 Penalty: 5283.860352
	Iteration 115Q: 3 clusters Score -7827334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -7827360.500000 Penalty: 5283.860352
	Iteration 116Q: 3 clusters Score -7827360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -7827353.500000 Penalty: 5283.860352
	Iteration 117Q: 3 clusters Score -7827354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -7827357.000000 Penalty: 5283.860352
	Iteration 118Q: 3 clusters Score -7827357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -7827365.000000 Penalty: 5283.860352
	Iteration 119Q: 3 clusters Score -7827365 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -7827360.000000 Penalty: 5283.860352
	Iteration 120F: 3 clusters Score -7827360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -7827373.500000 Penalty: 5283.860352
	Iteration 121Q: 3 clusters Score -7827374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -7827382.500000 Penalty: 5283.860352
	Iteration 122Q: 3 clusters Score -7827382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -7827397.000000 Penalty: 5283.860352
	Iteration 123Q: 3 clusters Score -7827397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -7827384.500000 Penalty: 5283.860352
	Iteration 124Q: 3 clusters Score -7827384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -7827394.500000 Penalty: 5283.860352
	Iteration 125Q: 3 clusters Score -7827394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -7827384.500000 Penalty: 5283.860352
	Iteration 126Q: 3 clusters Score -7827384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -7827402.000000 Penalty: 5283.860352
	Iteration 127Q: 3 clusters Score -7827402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -7827401.000000 Penalty: 5283.860352
	Iteration 128Q: 3 clusters Score -7827401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -7827404.500000 Penalty: 5283.860352
	Iteration 129Q: 3 clusters Score -7827404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -7827406.500000 Penalty: 5283.860352
	Iteration 130Q: 3 clusters Score -7827406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -7827400.000000 Penalty: 5283.860352
	Iteration 131Q: 3 clusters Score -7827400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -7827400.000000 Penalty: 5283.860352
	Iteration 132Q: 3 clusters Score -7827400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -7827415.500000 Penalty: 5283.860352
	Iteration 133Q: 3 clusters Score -7827416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -7827421.500000 Penalty: 5283.860352
	Iteration 134Q: 3 clusters Score -7827422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -7827413.000000 Penalty: 5283.860352
	Iteration 135Q: 3 clusters Score -7827413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -7827419.500000 Penalty: 5283.860352
	Iteration 136Q: 3 clusters Score -7827420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7827425.500000 Penalty: 5283.860352
	Iteration 137Q: 3 clusters Score -7827426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -7827428.500000 Penalty: 5283.860352
	Iteration 138Q: 3 clusters Score -7827428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -7827423.500000 Penalty: 5283.860352
	Iteration 139Q: 3 clusters Score -7827424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -7827429.500000 Penalty: 5283.860352
	Iteration 140F: 3 clusters Score -7827430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -7827424.500000 Penalty: 5283.860352
	Iteration 141Q: 3 clusters Score -7827424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -7827426.000000 Penalty: 5283.860352
	Iteration 142Q: 3 clusters Score -7827426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -7827430.000000 Penalty: 5283.860352
	Iteration 143Q: 3 clusters Score -7827430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7827426.500000 Penalty: 5283.860352
	Iteration 144Q: 3 clusters Score -7827426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -7827428.500000 Penalty: 5283.860352
	Iteration 145Q: 3 clusters Score -7827428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -7827438.000000 Penalty: 5283.860352
	Iteration 146Q: 3 clusters Score -7827438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -7827436.500000 Penalty: 5283.860352
	Iteration 147Q: 3 clusters Score -7827436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -7827443.500000 Penalty: 5283.860352
	Iteration 148Q: 3 clusters Score -7827444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -7827441.500000 Penalty: 5283.860352
	Iteration 149Q: 3 clusters Score -7827442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7827443.500000 Penalty: 5283.860352
	Iteration 150Q: 3 clusters Score -7827444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -7827443.500000 Penalty: 5283.860352
	Iteration 151Q: 3 clusters Score -7827444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -7827442.500000 Penalty: 5283.860352
	Iteration 152Q: 3 clusters Score -7827442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7827443.000000 Penalty: 5283.860352
	Iteration 153Q: 3 clusters Score -7827443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -7827448.500000 Penalty: 5283.860352
	Iteration 154Q: 3 clusters Score -7827448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -7827451.000000 Penalty: 5283.860352
	Iteration 155Q: 3 clusters Score -7827451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -7827451.000000 Penalty: 5283.860352
	Iteration 156F: 3 clusters Score -7827451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Entering Unmasked Estep 
Score: -8599052.000000 Penalty: 2668.044434
	Iteration 0F: 2 clusters Score -8599052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -8568544.000000 Penalty: 5336.088867
	Iteration 0F: 3 clusters Score -8568544 nChanged 21668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -8580644.000000 Penalty: 5336.088867
	Iteration 1F: 3 clusters Score -8580644 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -8581027.000000 Penalty: 5336.088867
	Iteration 2Q: 3 clusters Score -8581027 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -8581361.000000 Penalty: 5336.088867
	Iteration 3Q: 3 clusters Score -8581361 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -8581676.000000 Penalty: 5336.088867
	Iteration 4Q: 3 clusters Score -8581676 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -8581987.000000 Penalty: 5336.088867
	Iteration 5Q: 3 clusters Score -8581987 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -8582350.000000 Penalty: 5336.088867
	Iteration 6Q: 3 clusters Score -8582350 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -8582884.000000 Penalty: 5336.088867
	Iteration 7Q: 3 clusters Score -8582884 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -8583683.000000 Penalty: 5336.088867
	Iteration 8Q: 3 clusters Score -8583683 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -8585180.000000 Penalty: 5336.088867
	Iteration 9F: 3 clusters Score -8585180 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -8587470.000000 Penalty: 5336.088867
	Iteration 10F: 3 clusters Score -8587470 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -8590492.000000 Penalty: 5336.088867
	Iteration 11F: 3 clusters Score -8590492 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -8593314.000000 Penalty: 5336.088867
	Iteration 12F: 3 clusters Score -8593314 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -8595126.000000 Penalty: 5336.088867
	Iteration 13Q: 3 clusters Score -8595126 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -8596002.000000 Penalty: 5336.088867
	Iteration 14Q: 3 clusters Score -8596002 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -8596378.000000 Penalty: 5336.088867
	Iteration 15Q: 3 clusters Score -8596378 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8596556.000000 Penalty: 5336.088867
	Iteration 16Q: 3 clusters Score -8596556 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -8596634.000000 Penalty: 5336.088867
	Iteration 17Q: 3 clusters Score -8596634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -8596690.000000 Penalty: 5336.088867
	Iteration 18Q: 3 clusters Score -8596690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -8596730.000000 Penalty: 5336.088867
	Iteration 19Q: 3 clusters Score -8596730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -8596755.000000 Penalty: 5336.088867
	Iteration 20F: 3 clusters Score -8596755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -8596764.000000 Penalty: 5336.088867
	Iteration 21Q: 3 clusters Score -8596764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -8596789.000000 Penalty: 5336.088867
	Iteration 22Q: 3 clusters Score -8596789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -8596796.000000 Penalty: 5336.088867
	Iteration 23Q: 3 clusters Score -8596796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -8596797.000000 Penalty: 5336.088867
	Iteration 24Q: 3 clusters Score -8596797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -8596797.000000 Penalty: 5336.088867
	Iteration 25Q: 3 clusters Score -8596797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -8596801.000000 Penalty: 5336.088867
	Iteration 26Q: 3 clusters Score -8596801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -8596797.000000 Penalty: 5336.088867
	Iteration 27Q: 3 clusters Score -8596797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -8596796.000000 Penalty: 5336.088867
	Iteration 28Q: 3 clusters Score -8596796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -8596796.000000 Penalty: 5336.088867
	Iteration 29F: 3 clusters Score -8596796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -203202.046875 Penalty: 1750.572021
	Iteration 0F: 2 clusters Score -203202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -201212.734375 Penalty: 3501.144043
	Iteration 0F: 3 clusters Score -201212.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -201583.921875 Penalty: 3501.144043
	Iteration 1F: 3 clusters Score -201583.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -201743.609375 Penalty: 3501.144043
	Iteration 2F: 3 clusters Score -201743.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -201830.593750 Penalty: 3501.144043
	Iteration 3F: 3 clusters Score -201830.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -201885.328125 Penalty: 3501.144043
	Iteration 4Q: 3 clusters Score -201885.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -201945.437500 Penalty: 3501.144043
	Iteration 5Q: 3 clusters Score -201945.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -202004.937500 Penalty: 3501.144043
	Iteration 6Q: 3 clusters Score -202004.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -202077.781250 Penalty: 3501.144043
	Iteration 7Q: 3 clusters Score -202077.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -202141.265625 Penalty: 3501.144043
	Iteration 8Q: 3 clusters Score -202141.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -202193.562500 Penalty: 3501.144043
	Iteration 9Q: 3 clusters Score -202193.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -202254.890625 Penalty: 3501.144043
	Iteration 10Q: 3 clusters Score -202254.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -202323.218750 Penalty: 3501.144043
	Iteration 11Q: 3 clusters Score -202323.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -202371.750000 Penalty: 3501.144043
	Iteration 12Q: 3 clusters Score -202371.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -202436.484375 Penalty: 3501.144043
	Iteration 13Q: 3 clusters Score -202436.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -202500.406250 Penalty: 3501.144043
	Iteration 14Q: 3 clusters Score -202500.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -202554.906250 Penalty: 3501.144043
	Iteration 15Q: 3 clusters Score -202554.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -202585.375000 Penalty: 3501.144043
	Iteration 16Q: 3 clusters Score -202585.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -202609.578125 Penalty: 3501.144043
	Iteration 17Q: 3 clusters Score -202609.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -202634.421875 Penalty: 3501.144043
	Iteration 18Q: 3 clusters Score -202634.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -202645.468750 Penalty: 3501.144043
	Iteration 19Q: 3 clusters Score -202645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -202659.875000 Penalty: 3501.144043
	Iteration 20F: 3 clusters Score -202659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -202698.484375 Penalty: 3501.144043
	Iteration 21Q: 3 clusters Score -202698.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -202759.734375 Penalty: 3501.144043
	Iteration 22Q: 3 clusters Score -202759.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -202842.703125 Penalty: 3501.144043
	Iteration 23Q: 3 clusters Score -202842.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -202893.234375 Penalty: 3501.144043
	Iteration 24Q: 3 clusters Score -202893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -202957.609375 Penalty: 3501.144043
	Iteration 25Q: 3 clusters Score -202957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -202980.812500 Penalty: 3501.144043
	Iteration 26Q: 3 clusters Score -202980.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -203016.312500 Penalty: 3501.144043
	Iteration 27Q: 3 clusters Score -203016.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -203038.437500 Penalty: 3501.144043
	Iteration 28Q: 3 clusters Score -203038.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -203052.796875 Penalty: 3501.144043
	Iteration 29Q: 3 clusters Score -203052.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -203065.250000 Penalty: 3501.144043
	Iteration 30Q: 3 clusters Score -203065.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -203075.187500 Penalty: 3501.144043
	Iteration 31Q: 3 clusters Score -203075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -203082.609375 Penalty: 3501.144043
	Iteration 32Q: 3 clusters Score -203082.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -203084.609375 Penalty: 3501.144043
	Iteration 33Q: 3 clusters Score -203084.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -203102.453125 Penalty: 3501.144043
	Iteration 34F: 3 clusters Score -203102.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -203189.531250 Penalty: 3501.144043
	Iteration 35Q: 3 clusters Score -203189.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -203252.578125 Penalty: 3501.144043
	Iteration 36Q: 3 clusters Score -203252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -203264.781250 Penalty: 3501.144043
	Iteration 37Q: 3 clusters Score -203264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -203269.578125 Penalty: 3501.144043
	Iteration 38Q: 3 clusters Score -203269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -203275.000000 Penalty: 3501.144043
	Iteration 39Q: 3 clusters Score -203275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -203276.531250 Penalty: 3501.144043
	Iteration 40F: 3 clusters Score -203276.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 42317 members 
Mstep: Class 3 contains 47016 members 
Mstep: Class 4 contains 236 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46200 members 
Mstep: Class 7 contains 42453 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42350 members 
Mstep: Class 11 contains 49773 members 
Mstep: Class 12 contains 43925 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46408 members 
Mstep: Class 16 contains 42642 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42348 members 
Mstep: Class 19 contains 26407 members 
Mstep: Class 20 contains 40615 members 
Mstep: Class 21 contains 43442 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40224 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45055 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 927 members 
Entering Unmasked Estep 
Score: -126938720.000000 Penalty: 93445.343750
Splitting cluster 4 changes total score from -126940240.000000 to -126938720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -408025.218750 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -408025.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -405191.156250 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -405191.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -405673.781250 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -405673.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -405796.562500 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -405796.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -405882.468750 Penalty: 3849.403076
	Iteration 3Q: 3 clusters Score -405882.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -405941.906250 Penalty: 3849.403076
	Iteration 4Q: 3 clusters Score -405941.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -405983.343750 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -405983.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -406011.843750 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -406011.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -406031.500000 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -406031.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -406051.062500 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -406051.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -406064.312500 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -406064.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -406078.625000 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -406078.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -406098.687500 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -406098.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -406115.937500 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -406115.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -406129.718750 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -406129.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -406146.218750 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -406146.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -406155.625000 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -406155.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -406162.468750 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -406162.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -406166.343750 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -406166.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -406172.843750 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -406172.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -406176.218750 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -406176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -406179.437500 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -406179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -406180.968750 Penalty: 3849.403076
	Iteration 21Q: 3 clusters Score -406181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -406183.156250 Penalty: 3849.403076
	Iteration 22Q: 3 clusters Score -406183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -406185.843750 Penalty: 3849.403076
	Iteration 23Q: 3 clusters Score -406185.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -406188.187500 Penalty: 3849.403076
	Iteration 24Q: 3 clusters Score -406188.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -406190.218750 Penalty: 3849.403076
	Iteration 25Q: 3 clusters Score -406190.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -406193.000000 Penalty: 3849.403076
	Iteration 26Q: 3 clusters Score -406193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -406197.750000 Penalty: 3849.403076
	Iteration 27Q: 3 clusters Score -406197.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -406204.531250 Penalty: 3849.403076
	Iteration 28Q: 3 clusters Score -406204.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -406211.781250 Penalty: 3849.403076
	Iteration 29Q: 3 clusters Score -406211.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -406225.156250 Penalty: 3849.403076
	Iteration 30Q: 3 clusters Score -406225.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -406241.718750 Penalty: 3849.403076
	Iteration 31Q: 3 clusters Score -406241.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -406260.843750 Penalty: 3849.403076
	Iteration 32Q: 3 clusters Score -406260.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -406269.718750 Penalty: 3849.403076
	Iteration 33Q: 3 clusters Score -406269.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -406274.500000 Penalty: 3849.403076
	Iteration 34Q: 3 clusters Score -406274.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -406278.843750 Penalty: 3849.403076
	Iteration 35Q: 3 clusters Score -406278.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -406286.437500 Penalty: 3849.403076
	Iteration 36Q: 3 clusters Score -406286.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -406289.187500 Penalty: 3849.403076
	Iteration 37Q: 3 clusters Score -406289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -406291.343750 Penalty: 3849.403076
	Iteration 38Q: 3 clusters Score -406291.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -406298.718750 Penalty: 3849.403076
	Iteration 39Q: 3 clusters Score -406298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -406307.968750 Penalty: 3849.403076
	Iteration 40F: 3 clusters Score -406308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -406316.031250 Penalty: 3849.403076
	Iteration 41Q: 3 clusters Score -406316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -406319.843750 Penalty: 3849.403076
	Iteration 42Q: 3 clusters Score -406319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -406320.968750 Penalty: 3849.403076
	Iteration 43Q: 3 clusters Score -406321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -406321.937500 Penalty: 3849.403076
	Iteration 44Q: 3 clusters Score -406321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -406323.187500 Penalty: 3849.403076
	Iteration 45Q: 3 clusters Score -406323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -406324.687500 Penalty: 3849.403076
	Iteration 46Q: 3 clusters Score -406324.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -406326.437500 Penalty: 3849.403076
	Iteration 47Q: 3 clusters Score -406326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -406327.937500 Penalty: 3849.403076
	Iteration 48Q: 3 clusters Score -406327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -406329.718750 Penalty: 3849.403076
	Iteration 49Q: 3 clusters Score -406329.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -406329.937500 Penalty: 3849.403076
	Iteration 50Q: 3 clusters Score -406329.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -406329.937500 Penalty: 3849.403076
	Iteration 51F: 3 clusters Score -406329.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Entering Unmasked Estep 
Score: -8648495.000000 Penalty: 2663.702393
	Iteration 0F: 2 clusters Score -8648495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -8619388.000000 Penalty: 5327.404785
	Iteration 0F: 3 clusters Score -8619388 nChanged 21384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -8631299.000000 Penalty: 5327.404785
	Iteration 1F: 3 clusters Score -8631299 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -8631746.000000 Penalty: 5327.404785
	Iteration 2Q: 3 clusters Score -8631746 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -8632360.000000 Penalty: 5327.404785
	Iteration 3Q: 3 clusters Score -8632360 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -8633015.000000 Penalty: 5327.404785
	Iteration 4Q: 3 clusters Score -8633015 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -8634000.000000 Penalty: 5327.404785
	Iteration 5Q: 3 clusters Score -8634000 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29602 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -8635398.000000 Penalty: 5327.404785
	Iteration 6F: 3 clusters Score -8635398 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32107 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -8637164.000000 Penalty: 5327.404785
	Iteration 7F: 3 clusters Score -8637164 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -8639337.000000 Penalty: 5327.404785
	Iteration 8F: 3 clusters Score -8639337 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -8641686.000000 Penalty: 5327.404785
	Iteration 9F: 3 clusters Score -8641686 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -8643551.000000 Penalty: 5327.404785
	Iteration 10F: 3 clusters Score -8643551 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -8645138.000000 Penalty: 5327.404785
	Iteration 11Q: 3 clusters Score -8645138 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -8646015.000000 Penalty: 5327.404785
	Iteration 12Q: 3 clusters Score -8646015 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8646327.000000 Penalty: 5327.404785
	Iteration 13Q: 3 clusters Score -8646327 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8646415.000000 Penalty: 5327.404785
	Iteration 14Q: 3 clusters Score -8646415 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8646456.000000 Penalty: 5327.404785
	Iteration 15Q: 3 clusters Score -8646456 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8646477.000000 Penalty: 5327.404785
	Iteration 16Q: 3 clusters Score -8646477 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8646484.000000 Penalty: 5327.404785
	Iteration 17Q: 3 clusters Score -8646484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8646469.000000 Penalty: 5327.404785
	Iteration 18Q: 3 clusters Score -8646469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8646464.000000 Penalty: 5327.404785
	Iteration 19Q: 3 clusters Score -8646464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8646482.000000 Penalty: 5327.404785
	Iteration 20F: 3 clusters Score -8646482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8646471.000000 Penalty: 5327.404785
	Iteration 21Q: 3 clusters Score -8646471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8646473.000000 Penalty: 5327.404785
	Iteration 22Q: 3 clusters Score -8646473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8646474.000000 Penalty: 5327.404785
	Iteration 23Q: 3 clusters Score -8646474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8646469.000000 Penalty: 5327.404785
	Iteration 24Q: 3 clusters Score -8646469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8646474.000000 Penalty: 5327.404785
	Iteration 25Q: 3 clusters Score -8646474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8646474.000000 Penalty: 5327.404785
	Iteration 26Q: 3 clusters Score -8646474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8646474.000000 Penalty: 5327.404785
	Iteration 27Q: 3 clusters Score -8646474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8646483.000000 Penalty: 5327.404785
	Iteration 28Q: 3 clusters Score -8646483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8646493.000000 Penalty: 5327.404785
	Iteration 29Q: 3 clusters Score -8646493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8646493.000000 Penalty: 5327.404785
	Iteration 30F: 3 clusters Score -8646493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Entering Unmasked Estep 
Score: -7763234.500000 Penalty: 2642.725830
	Iteration 0F: 2 clusters Score -7763234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -7734547.000000 Penalty: 5285.451660
	Iteration 0F: 3 clusters Score -7734547 nChanged 19479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -7745245.000000 Penalty: 5285.451660
	Iteration 1F: 3 clusters Score -7745245 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -7745777.000000 Penalty: 5285.451660
	Iteration 2Q: 3 clusters Score -7745777 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -7746246.000000 Penalty: 5285.451660
	Iteration 3Q: 3 clusters Score -7746246 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -7746770.000000 Penalty: 5285.451660
	Iteration 4Q: 3 clusters Score -7746770 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -7747468.500000 Penalty: 5285.451660
	Iteration 5Q: 3 clusters Score -7747468 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -7748288.000000 Penalty: 5285.451660
	Iteration 6Q: 3 clusters Score -7748288 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -7749532.500000 Penalty: 5285.451660
	Iteration 7Q: 3 clusters Score -7749532 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -7751293.000000 Penalty: 5285.451660
	Iteration 8F: 3 clusters Score -7751293 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -7753600.000000 Penalty: 5285.451660
	Iteration 9F: 3 clusters Score -7753600 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -7755850.000000 Penalty: 5285.451660
	Iteration 10F: 3 clusters Score -7755850 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -7757208.000000 Penalty: 5285.451660
	Iteration 11Q: 3 clusters Score -7757208 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -7757897.000000 Penalty: 5285.451660
	Iteration 12Q: 3 clusters Score -7757897 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -7758335.000000 Penalty: 5285.451660
	Iteration 13Q: 3 clusters Score -7758335 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -7758652.000000 Penalty: 5285.451660
	Iteration 14Q: 3 clusters Score -7758652 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -7758975.500000 Penalty: 5285.451660
	Iteration 15Q: 3 clusters Score -7758976 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -7759317.500000 Penalty: 5285.451660
	Iteration 16Q: 3 clusters Score -7759318 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -7759518.500000 Penalty: 5285.451660
	Iteration 17Q: 3 clusters Score -7759518 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -7759680.000000 Penalty: 5285.451660
	Iteration 18Q: 3 clusters Score -7759680 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -7759855.500000 Penalty: 5285.451660
	Iteration 19Q: 3 clusters Score -7759856 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -7759994.000000 Penalty: 5285.451660
	Iteration 20F: 3 clusters Score -7759994 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -7760120.000000 Penalty: 5285.451660
	Iteration 21Q: 3 clusters Score -7760120 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -7760195.500000 Penalty: 5285.451660
	Iteration 22Q: 3 clusters Score -7760196 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -7760238.000000 Penalty: 5285.451660
	Iteration 23Q: 3 clusters Score -7760238 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -7760305.000000 Penalty: 5285.451660
	Iteration 24Q: 3 clusters Score -7760305 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -7760349.500000 Penalty: 5285.451660
	Iteration 25Q: 3 clusters Score -7760350 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -7760424.500000 Penalty: 5285.451660
	Iteration 26Q: 3 clusters Score -7760424 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -7760467.500000 Penalty: 5285.451660
	Iteration 27Q: 3 clusters Score -7760468 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -7760514.000000 Penalty: 5285.451660
	Iteration 28Q: 3 clusters Score -7760514 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -7760558.500000 Penalty: 5285.451660
	Iteration 29Q: 3 clusters Score -7760558 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -7760599.000000 Penalty: 5285.451660
	Iteration 30Q: 3 clusters Score -7760599 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -7760657.000000 Penalty: 5285.451660
	Iteration 31Q: 3 clusters Score -7760657 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -7760690.000000 Penalty: 5285.451660
	Iteration 32Q: 3 clusters Score -7760690 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -7760724.000000 Penalty: 5285.451660
	Iteration 33Q: 3 clusters Score -7760724 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -7760780.000000 Penalty: 5285.451660
	Iteration 34Q: 3 clusters Score -7760780 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -7760808.500000 Penalty: 5285.451660
	Iteration 35Q: 3 clusters Score -7760808 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 37296 members 
Entering Unmasked Estep 
Score: -7760850.000000 Penalty: 5285.451660
	Iteration 36Q: 3 clusters Score -7760850 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -7760851.500000 Penalty: 5285.451660
	Iteration 37Q: 3 clusters Score -7760852 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -7760881.000000 Penalty: 5285.451660
	Iteration 38Q: 3 clusters Score -7760881 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -7760904.500000 Penalty: 5285.451660
	Iteration 39Q: 3 clusters Score -7760904 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -7760909.500000 Penalty: 5285.451660
	Iteration 40F: 3 clusters Score -7760910 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -7760921.000000 Penalty: 5285.451660
	Iteration 41Q: 3 clusters Score -7760921 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -7760911.500000 Penalty: 5285.451660
	Iteration 42Q: 3 clusters Score -7760912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -7760936.500000 Penalty: 5285.451660
	Iteration 43Q: 3 clusters Score -7760936 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -7760944.500000 Penalty: 5285.451660
	Iteration 44Q: 3 clusters Score -7760944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -7760958.000000 Penalty: 5285.451660
	Iteration 45Q: 3 clusters Score -7760958 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -7760957.000000 Penalty: 5285.451660
	Iteration 46Q: 3 clusters Score -7760957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -7760976.500000 Penalty: 5285.451660
	Iteration 47Q: 3 clusters Score -7760976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7760976.500000 Penalty: 5285.451660
	Iteration 48Q: 3 clusters Score -7760976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -7760976.500000 Penalty: 5285.451660
	Iteration 49Q: 3 clusters Score -7760976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -7760983.500000 Penalty: 5285.451660
	Iteration 50Q: 3 clusters Score -7760984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -7760974.000000 Penalty: 5285.451660
	Iteration 51Q: 3 clusters Score -7760974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -7760990.500000 Penalty: 5285.451660
	Iteration 52Q: 3 clusters Score -7760990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -7761001.000000 Penalty: 5285.451660
	Iteration 53Q: 3 clusters Score -7761001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -7761004.000000 Penalty: 5285.451660
	Iteration 54Q: 3 clusters Score -7761004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -7761009.000000 Penalty: 5285.451660
	Iteration 55Q: 3 clusters Score -7761009 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -7761025.500000 Penalty: 5285.451660
	Iteration 56Q: 3 clusters Score -7761026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -7761028.000000 Penalty: 5285.451660
	Iteration 57Q: 3 clusters Score -7761028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -7761026.500000 Penalty: 5285.451660
	Iteration 58Q: 3 clusters Score -7761026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -7761040.500000 Penalty: 5285.451660
	Iteration 59Q: 3 clusters Score -7761040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -7761040.500000 Penalty: 5285.451660
	Iteration 60F: 3 clusters Score -7761040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -7761057.000000 Penalty: 5285.451660
	Iteration 61Q: 3 clusters Score -7761057 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -7761055.500000 Penalty: 5285.451660
	Iteration 62Q: 3 clusters Score -7761056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -7761055.500000 Penalty: 5285.451660
	Iteration 63Q: 3 clusters Score -7761056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7761065.500000 Penalty: 5285.451660
	Iteration 64Q: 3 clusters Score -7761066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -7761068.000000 Penalty: 5285.451660
	Iteration 65Q: 3 clusters Score -7761068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -7761071.500000 Penalty: 5285.451660
	Iteration 66Q: 3 clusters Score -7761072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -7761074.000000 Penalty: 5285.451660
	Iteration 67Q: 3 clusters Score -7761074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -7761074.500000 Penalty: 5285.451660
	Iteration 68Q: 3 clusters Score -7761074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -7761082.000000 Penalty: 5285.451660
	Iteration 69Q: 3 clusters Score -7761082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -7761085.500000 Penalty: 5285.451660
	Iteration 70Q: 3 clusters Score -7761086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
Score: -7761089.000000 Penalty: 5285.451660
	Iteration 71Q: 3 clusters Score -7761089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -7761093.000000 Penalty: 5285.451660
	Iteration 72Q: 3 clusters Score -7761093 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -7761097.000000 Penalty: 5285.451660
	Iteration 73Q: 3 clusters Score -7761097 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -7761114.500000 Penalty: 5285.451660
	Iteration 74Q: 3 clusters Score -7761114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -7761117.000000 Penalty: 5285.451660
	Iteration 75Q: 3 clusters Score -7761117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -7761118.500000 Penalty: 5285.451660
	Iteration 76Q: 3 clusters Score -7761118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -7761116.000000 Penalty: 5285.451660
	Iteration 77Q: 3 clusters Score -7761116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -7761116.500000 Penalty: 5285.451660
	Iteration 78Q: 3 clusters Score -7761116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -7761120.500000 Penalty: 5285.451660
	Iteration 79Q: 3 clusters Score -7761120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -7761134.000000 Penalty: 5285.451660
	Iteration 80F: 3 clusters Score -7761134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -7761135.500000 Penalty: 5285.451660
	Iteration 81Q: 3 clusters Score -7761136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7761133.500000 Penalty: 5285.451660
	Iteration 82Q: 3 clusters Score -7761134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -7761139.000000 Penalty: 5285.451660
	Iteration 83Q: 3 clusters Score -7761139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -7761137.000000 Penalty: 5285.451660
	Iteration 84Q: 3 clusters Score -7761137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -7761139.500000 Penalty: 5285.451660
	Iteration 85Q: 3 clusters Score -7761140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -7761136.500000 Penalty: 5285.451660
	Iteration 86Q: 3 clusters Score -7761136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -7761126.000000 Penalty: 5285.451660
	Iteration 87Q: 3 clusters Score -7761126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -7761121.000000 Penalty: 5285.451660
	Iteration 88Q: 3 clusters Score -7761121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -7761127.000000 Penalty: 5285.451660
	Iteration 89Q: 3 clusters Score -7761127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -7761125.500000 Penalty: 5285.451660
	Iteration 90Q: 3 clusters Score -7761126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -7761131.500000 Penalty: 5285.451660
	Iteration 91Q: 3 clusters Score -7761132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -7761135.500000 Penalty: 5285.451660
	Iteration 92Q: 3 clusters Score -7761136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -7761139.500000 Penalty: 5285.451660
	Iteration 93Q: 3 clusters Score -7761140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -7761139.500000 Penalty: 5285.451660
	Iteration 94F: 3 clusters Score -7761140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Entering Unmasked Estep 
Score: -760263.125000 Penalty: 2066.233398
	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 2104 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -756316.250000 Penalty: 4132.466797
	Iteration 0F: 3 clusters Score -756316.2 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -757118.437500 Penalty: 4132.466797
	Iteration 1F: 3 clusters Score -757118.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -757276.000000 Penalty: 4132.466797
	Iteration 2F: 3 clusters Score -757276 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -757366.875000 Penalty: 4132.466797
	Iteration 3Q: 3 clusters Score -757366.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -757421.937500 Penalty: 4132.466797
	Iteration 4Q: 3 clusters Score -757421.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -757467.812500 Penalty: 4132.466797
	Iteration 5Q: 3 clusters Score -757467.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -757496.375000 Penalty: 4132.466797
	Iteration 6Q: 3 clusters Score -757496.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -757515.187500 Penalty: 4132.466797
	Iteration 7Q: 3 clusters Score -757515.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -757527.500000 Penalty: 4132.466797
	Iteration 8Q: 3 clusters Score -757527.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -757540.562500 Penalty: 4132.466797
	Iteration 9Q: 3 clusters Score -757540.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -757552.687500 Penalty: 4132.466797
	Iteration 10Q: 3 clusters Score -757552.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -757566.062500 Penalty: 4132.466797
	Iteration 11Q: 3 clusters Score -757566.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -757577.500000 Penalty: 4132.466797
	Iteration 12Q: 3 clusters Score -757577.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -757586.625000 Penalty: 4132.466797
	Iteration 13Q: 3 clusters Score -757586.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -757592.125000 Penalty: 4132.466797
	Iteration 14Q: 3 clusters Score -757592.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -757599.000000 Penalty: 4132.466797
	Iteration 15Q: 3 clusters Score -757599 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -757605.625000 Penalty: 4132.466797
	Iteration 16Q: 3 clusters Score -757605.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -757608.812500 Penalty: 4132.466797
	Iteration 17Q: 3 clusters Score -757608.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -757609.500000 Penalty: 4132.466797
	Iteration 18Q: 3 clusters Score -757609.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -757612.187500 Penalty: 4132.466797
	Iteration 19Q: 3 clusters Score -757612.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -757617.125000 Penalty: 4132.466797
	Iteration 20F: 3 clusters Score -757617.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -757620.187500 Penalty: 4132.466797
	Iteration 21Q: 3 clusters Score -757620.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -757627.250000 Penalty: 4132.466797
	Iteration 22Q: 3 clusters Score -757627.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -757628.125000 Penalty: 4132.466797
	Iteration 23Q: 3 clusters Score -757628.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -757631.750000 Penalty: 4132.466797
	Iteration 24Q: 3 clusters Score -757631.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -757633.750000 Penalty: 4132.466797
	Iteration 25Q: 3 clusters Score -757633.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -757634.687500 Penalty: 4132.466797
	Iteration 26Q: 3 clusters Score -757634.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -757636.562500 Penalty: 4132.466797
	Iteration 27Q: 3 clusters Score -757636.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -757636.750000 Penalty: 4132.466797
	Iteration 28Q: 3 clusters Score -757636.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -757636.750000 Penalty: 4132.466797
	Iteration 29F: 3 clusters Score -757636.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -75685.757812 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -75685.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -74235.023438 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -74235.02 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74552.304688 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -74552.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -74779.476562 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -74779.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74912.804688 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -74912.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75003.914062 Penalty: 3077.460693
	Iteration 4Q: 3 clusters Score -75003.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75061.742188 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -75061.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75125.804688 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -75125.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75238.117188 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -75238.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75308.328125 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -75308.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75395.710938 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -75395.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75443.437500 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -75443.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75479.007812 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -75479.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75503.039062 Penalty: 3077.460693
	Iteration 12Q: 3 clusters Score -75503.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75512.289062 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -75512.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75512.890625 Penalty: 3077.460693
	Iteration 14F: 3 clusters Score -75512.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75539.210938 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -75539.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75587.945312 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -75587.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75641.343750 Penalty: 3077.460693
	Iteration 17Q: 3 clusters Score -75641.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -75674.859375 Penalty: 3077.460693
	Iteration 18Q: 3 clusters Score -75674.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75691.015625 Penalty: 3077.460693
	Iteration 19Q: 3 clusters Score -75691.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -75691.015625 Penalty: 3077.460693
	Iteration 20F: 3 clusters Score -75691.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 42317 members 
Mstep: Class 3 contains 47016 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46200 members 
Mstep: Class 7 contains 42453 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 228 members 
Mstep: Class 10 contains 42350 members 
Mstep: Class 11 contains 49773 members 
Mstep: Class 12 contains 43925 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46408 members 
Mstep: Class 16 contains 42642 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42348 members 
Mstep: Class 19 contains 26407 members 
Mstep: Class 20 contains 40615 members 
Mstep: Class 21 contains 43442 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40224 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45055 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 267 members 
Entering Unmasked Estep 
Score: -126938456.000000 Penalty: 93445.343750
Splitting cluster 9 changes total score from -126940240.000000 to -126938456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (42350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Entering Unmasked Estep 
Score: -7837346.000000 Penalty: 2642.123535
	Iteration 0F: 2 clusters Score -7837346 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 21075 members 
Entering Unmasked Estep 
Score: -7809039.500000 Penalty: 5284.247070
	Iteration 0F: 3 clusters Score -7809040 nChanged 19432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -7820431.500000 Penalty: 5284.247070
	Iteration 1F: 3 clusters Score -7820432 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -7821922.000000 Penalty: 5284.247070
	Iteration 2F: 3 clusters Score -7821922 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -7824166.000000 Penalty: 5284.247070
	Iteration 3F: 3 clusters Score -7824166 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -7826940.500000 Penalty: 5284.247070
	Iteration 4F: 3 clusters Score -7826940 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -7830264.500000 Penalty: 5284.247070
	Iteration 5F: 3 clusters Score -7830264 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -7833285.000000 Penalty: 5284.247070
	Iteration 6F: 3 clusters Score -7833285 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -7834922.000000 Penalty: 5284.247070
	Iteration 7Q: 3 clusters Score -7834922 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32983 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -7835458.000000 Penalty: 5284.247070
	Iteration 8Q: 3 clusters Score -7835458 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -7835650.500000 Penalty: 5284.247070
	Iteration 9Q: 3 clusters Score -7835650 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -7835756.000000 Penalty: 5284.247070
	Iteration 10Q: 3 clusters Score -7835756 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -7835799.500000 Penalty: 5284.247070
	Iteration 11Q: 3 clusters Score -7835800 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -7835849.000000 Penalty: 5284.247070
	Iteration 12Q: 3 clusters Score -7835849 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -7835878.500000 Penalty: 5284.247070
	Iteration 13Q: 3 clusters Score -7835878 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -7835923.000000 Penalty: 5284.247070
	Iteration 14Q: 3 clusters Score -7835923 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -7835955.500000 Penalty: 5284.247070
	Iteration 15Q: 3 clusters Score -7835956 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -7835981.500000 Penalty: 5284.247070
	Iteration 16Q: 3 clusters Score -7835982 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -7836001.000000 Penalty: 5284.247070
	Iteration 17Q: 3 clusters Score -7836001 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -7836070.000000 Penalty: 5284.247070
	Iteration 18Q: 3 clusters Score -7836070 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -7836070.000000 Penalty: 5284.247070
	Iteration 19Q: 3 clusters Score -7836070 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -7836122.000000 Penalty: 5284.247070
	Iteration 20F: 3 clusters Score -7836122 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -7836165.500000 Penalty: 5284.247070
	Iteration 21Q: 3 clusters Score -7836166 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -7836189.500000 Penalty: 5284.247070
	Iteration 22Q: 3 clusters Score -7836190 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -7836218.500000 Penalty: 5284.247070
	Iteration 23Q: 3 clusters Score -7836218 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -7836226.000000 Penalty: 5284.247070
	Iteration 24Q: 3 clusters Score -7836226 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -7836251.000000 Penalty: 5284.247070
	Iteration 25Q: 3 clusters Score -7836251 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -7836286.000000 Penalty: 5284.247070
	Iteration 26Q: 3 clusters Score -7836286 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -7836263.000000 Penalty: 5284.247070
	Iteration 27Q: 3 clusters Score -7836263 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -7836279.000000 Penalty: 5284.247070
	Iteration 28Q: 3 clusters Score -7836279 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -7836301.000000 Penalty: 5284.247070
	Iteration 29Q: 3 clusters Score -7836301 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -7836324.000000 Penalty: 5284.247070
	Iteration 30Q: 3 clusters Score -7836324 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -7836329.000000 Penalty: 5284.247070
	Iteration 31Q: 3 clusters Score -7836329 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -7836346.000000 Penalty: 5284.247070
	Iteration 32Q: 3 clusters Score -7836346 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -7836387.000000 Penalty: 5284.247070
	Iteration 33Q: 3 clusters Score -7836387 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -7836389.000000 Penalty: 5284.247070
	Iteration 34Q: 3 clusters Score -7836389 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -7836412.000000 Penalty: 5284.247070
	Iteration 35Q: 3 clusters Score -7836412 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -7836425.000000 Penalty: 5284.247070
	Iteration 36Q: 3 clusters Score -7836425 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -7836437.000000 Penalty: 5284.247070
	Iteration 37Q: 3 clusters Score -7836437 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -7836466.000000 Penalty: 5284.247070
	Iteration 38Q: 3 clusters Score -7836466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -7836468.500000 Penalty: 5284.247070
	Iteration 39Q: 3 clusters Score -7836468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -7836486.000000 Penalty: 5284.247070
	Iteration 40F: 3 clusters Score -7836486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -7836491.000000 Penalty: 5284.247070
	Iteration 41Q: 3 clusters Score -7836491 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -7836509.000000 Penalty: 5284.247070
	Iteration 42Q: 3 clusters Score -7836509 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -7836530.000000 Penalty: 5284.247070
	Iteration 43Q: 3 clusters Score -7836530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -7836529.500000 Penalty: 5284.247070
	Iteration 44Q: 3 clusters Score -7836530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -7836518.500000 Penalty: 5284.247070
	Iteration 45Q: 3 clusters Score -7836518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -7836519.000000 Penalty: 5284.247070
	Iteration 46Q: 3 clusters Score -7836519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -7836509.500000 Penalty: 5284.247070
	Iteration 47Q: 3 clusters Score -7836510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -7836519.500000 Penalty: 5284.247070
	Iteration 48Q: 3 clusters Score -7836520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -7836530.000000 Penalty: 5284.247070
	Iteration 49Q: 3 clusters Score -7836530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -7836544.000000 Penalty: 5284.247070
	Iteration 50Q: 3 clusters Score -7836544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -7836556.000000 Penalty: 5284.247070
	Iteration 51Q: 3 clusters Score -7836556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -7836554.000000 Penalty: 5284.247070
	Iteration 52Q: 3 clusters Score -7836554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -7836546.000000 Penalty: 5284.247070
	Iteration 53Q: 3 clusters Score -7836546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -7836553.000000 Penalty: 5284.247070
	Iteration 54Q: 3 clusters Score -7836553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -7836550.500000 Penalty: 5284.247070
	Iteration 55Q: 3 clusters Score -7836550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -7836557.500000 Penalty: 5284.247070
	Iteration 56Q: 3 clusters Score -7836558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -7836572.500000 Penalty: 5284.247070
	Iteration 57Q: 3 clusters Score -7836572 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -7836573.500000 Penalty: 5284.247070
	Iteration 58Q: 3 clusters Score -7836574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -7836569.000000 Penalty: 5284.247070
	Iteration 59Q: 3 clusters Score -7836569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -7836570.500000 Penalty: 5284.247070
	Iteration 60F: 3 clusters Score -7836570 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -7836573.000000 Penalty: 5284.247070
	Iteration 61Q: 3 clusters Score -7836573 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -7836575.500000 Penalty: 5284.247070
	Iteration 62Q: 3 clusters Score -7836576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -7836572.500000 Penalty: 5284.247070
	Iteration 63Q: 3 clusters Score -7836572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -7836573.000000 Penalty: 5284.247070
	Iteration 64Q: 3 clusters Score -7836573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -7836577.500000 Penalty: 5284.247070
	Iteration 65Q: 3 clusters Score -7836578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -7836579.500000 Penalty: 5284.247070
	Iteration 66Q: 3 clusters Score -7836580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -7836574.500000 Penalty: 5284.247070
	Iteration 67Q: 3 clusters Score -7836574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -7836573.000000 Penalty: 5284.247070
	Iteration 68Q: 3 clusters Score -7836573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -7836575.500000 Penalty: 5284.247070
	Iteration 69Q: 3 clusters Score -7836576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -7836572.500000 Penalty: 5284.247070
	Iteration 70Q: 3 clusters Score -7836572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -7836589.500000 Penalty: 5284.247070
	Iteration 71Q: 3 clusters Score -7836590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -7836588.000000 Penalty: 5284.247070
	Iteration 72Q: 3 clusters Score -7836588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -7836581.000000 Penalty: 5284.247070
	Iteration 73Q: 3 clusters Score -7836581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -7836585.000000 Penalty: 5284.247070
	Iteration 74Q: 3 clusters Score -7836585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -7836586.500000 Penalty: 5284.247070
	Iteration 75Q: 3 clusters Score -7836586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -7836587.500000 Penalty: 5284.247070
	Iteration 76Q: 3 clusters Score -7836588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -7836586.000000 Penalty: 5284.247070
	Iteration 77Q: 3 clusters Score -7836586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -7836588.000000 Penalty: 5284.247070
	Iteration 78Q: 3 clusters Score -7836588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -7836594.500000 Penalty: 5284.247070
	Iteration 79Q: 3 clusters Score -7836594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -7836596.500000 Penalty: 5284.247070
	Iteration 80F: 3 clusters Score -7836596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -7836601.000000 Penalty: 5284.247070
	Iteration 81Q: 3 clusters Score -7836601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -7836593.500000 Penalty: 5284.247070
	Iteration 82Q: 3 clusters Score -7836594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -7836587.000000 Penalty: 5284.247070
	Iteration 83Q: 3 clusters Score -7836587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -7836585.500000 Penalty: 5284.247070
	Iteration 84Q: 3 clusters Score -7836586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -7836587.500000 Penalty: 5284.247070
	Iteration 85Q: 3 clusters Score -7836588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -7836585.500000 Penalty: 5284.247070
	Iteration 86Q: 3 clusters Score -7836586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7836594.000000 Penalty: 5284.247070
	Iteration 87Q: 3 clusters Score -7836594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -7836588.500000 Penalty: 5284.247070
	Iteration 88Q: 3 clusters Score -7836588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -7836591.500000 Penalty: 5284.247070
	Iteration 89Q: 3 clusters Score -7836592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -7836597.500000 Penalty: 5284.247070
	Iteration 90Q: 3 clusters Score -7836598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -7836602.000000 Penalty: 5284.247070
	Iteration 91Q: 3 clusters Score -7836602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -7836602.500000 Penalty: 5284.247070
	Iteration 92Q: 3 clusters Score -7836602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -7836600.500000 Penalty: 5284.247070
	Iteration 93Q: 3 clusters Score -7836600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -7836603.500000 Penalty: 5284.247070
	Iteration 94Q: 3 clusters Score -7836604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -7836597.000000 Penalty: 5284.247070
	Iteration 95Q: 3 clusters Score -7836597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -7836600.500000 Penalty: 5284.247070
	Iteration 96Q: 3 clusters Score -7836600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -7836601.000000 Penalty: 5284.247070
	Iteration 97Q: 3 clusters Score -7836601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -7836603.500000 Penalty: 5284.247070
	Iteration 98Q: 3 clusters Score -7836604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7836604.000000 Penalty: 5284.247070
	Iteration 99Q: 3 clusters Score -7836604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -7836605.000000 Penalty: 5284.247070
	Iteration 100F: 3 clusters Score -7836605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -7836607.500000 Penalty: 5284.247070
	Iteration 101Q: 3 clusters Score -7836608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -7836607.000000 Penalty: 5284.247070
	Iteration 102Q: 3 clusters Score -7836607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -7836611.500000 Penalty: 5284.247070
	Iteration 103Q: 3 clusters Score -7836612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -7836609.500000 Penalty: 5284.247070
	Iteration 104Q: 3 clusters Score -7836610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -7836609.500000 Penalty: 5284.247070
	Iteration 105F: 3 clusters Score -7836610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49773 members 
Entering Unmasked Estep 
Score: -9329760.000000 Penalty: 2682.176514
	Iteration 0F: 2 clusters Score -9329760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -9300423.000000 Penalty: 5364.353027
	Iteration 0F: 3 clusters Score -9300423 nChanged 22839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -9313316.000000 Penalty: 5364.353027
	Iteration 1F: 3 clusters Score -9313316 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -9314133.000000 Penalty: 5364.353027
	Iteration 2Q: 3 clusters Score -9314133 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -9314978.000000 Penalty: 5364.353027
	Iteration 3Q: 3 clusters Score -9314978 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -9315960.000000 Penalty: 5364.353027
	Iteration 4Q: 3 clusters Score -9315960 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -9316911.000000 Penalty: 5364.353027
	Iteration 5Q: 3 clusters Score -9316911 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -9317980.000000 Penalty: 5364.353027
	Iteration 6Q: 3 clusters Score -9317980 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -9319121.000000 Penalty: 5364.353027
	Iteration 7Q: 3 clusters Score -9319121 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -9320568.000000 Penalty: 5364.353027
	Iteration 8Q: 3 clusters Score -9320568 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -9322151.000000 Penalty: 5364.353027
	Iteration 9Q: 3 clusters Score -9322151 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -9323515.000000 Penalty: 5364.353027
	Iteration 10Q: 3 clusters Score -9323515 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -9324266.000000 Penalty: 5364.353027
	Iteration 11Q: 3 clusters Score -9324266 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -9324633.000000 Penalty: 5364.353027
	Iteration 12Q: 3 clusters Score -9324633 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -9324790.000000 Penalty: 5364.353027
	Iteration 13Q: 3 clusters Score -9324790 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -9324898.000000 Penalty: 5364.353027
	Iteration 14Q: 3 clusters Score -9324898 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -9325023.000000 Penalty: 5364.353027
	Iteration 15Q: 3 clusters Score -9325023 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -9325105.000000 Penalty: 5364.353027
	Iteration 16Q: 3 clusters Score -9325105 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -9325179.000000 Penalty: 5364.353027
	Iteration 17Q: 3 clusters Score -9325179 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -9325266.000000 Penalty: 5364.353027
	Iteration 18Q: 3 clusters Score -9325266 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -9325399.000000 Penalty: 5364.353027
	Iteration 19Q: 3 clusters Score -9325399 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -9325529.000000 Penalty: 5364.353027
	Iteration 20F: 3 clusters Score -9325529 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -9325646.000000 Penalty: 5364.353027
	Iteration 21Q: 3 clusters Score -9325646 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -9325766.000000 Penalty: 5364.353027
	Iteration 22Q: 3 clusters Score -9325766 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -9325911.000000 Penalty: 5364.353027
	Iteration 23Q: 3 clusters Score -9325911 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -9326060.000000 Penalty: 5364.353027
	Iteration 24Q: 3 clusters Score -9326060 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -9326202.000000 Penalty: 5364.353027
	Iteration 25Q: 3 clusters Score -9326202 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -9326416.000000 Penalty: 5364.353027
	Iteration 26Q: 3 clusters Score -9326416 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -9326609.000000 Penalty: 5364.353027
	Iteration 27Q: 3 clusters Score -9326609 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -9326734.000000 Penalty: 5364.353027
	Iteration 28Q: 3 clusters Score -9326734 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -9326884.000000 Penalty: 5364.353027
	Iteration 29Q: 3 clusters Score -9326884 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -9327035.000000 Penalty: 5364.353027
	Iteration 30Q: 3 clusters Score -9327035 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -9327252.000000 Penalty: 5364.353027
	Iteration 31Q: 3 clusters Score -9327252 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -9327543.000000 Penalty: 5364.353027
	Iteration 32Q: 3 clusters Score -9327543 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -9327720.000000 Penalty: 5364.353027
	Iteration 33Q: 3 clusters Score -9327720 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -9327944.000000 Penalty: 5364.353027
	Iteration 34Q: 3 clusters Score -9327944 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -9328043.000000 Penalty: 5364.353027
	Iteration 35Q: 3 clusters Score -9328043 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -9328006.000000 Penalty: 5364.353027
	Iteration 36Q: 3 clusters Score -9328006 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -9327831.000000 Penalty: 5364.353027
	Iteration 37Q: 3 clusters Score -9327831 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9327760.000000 Penalty: 5364.353027
	Iteration 38Q: 3 clusters Score -9327760 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9327598.000000 Penalty: 5364.353027
	Iteration 39Q: 3 clusters Score -9327598 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9327707.000000 Penalty: 5364.353027
	Iteration 40F: 3 clusters Score -9327707 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9327628.000000 Penalty: 5364.353027
	Iteration 41Q: 3 clusters Score -9327628 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9327586.000000 Penalty: 5364.353027
	Iteration 42Q: 3 clusters Score -9327586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9327608.000000 Penalty: 5364.353027
	Iteration 43Q: 3 clusters Score -9327608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9327619.000000 Penalty: 5364.353027
	Iteration 44Q: 3 clusters Score -9327619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9327610.000000 Penalty: 5364.353027
	Iteration 45Q: 3 clusters Score -9327610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9327600.000000 Penalty: 5364.353027
	Iteration 46Q: 3 clusters Score -9327600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9327610.000000 Penalty: 5364.353027
	Iteration 47Q: 3 clusters Score -9327610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9327604.000000 Penalty: 5364.353027
	Iteration 48Q: 3 clusters Score -9327604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9327598.000000 Penalty: 5364.353027
	Iteration 49Q: 3 clusters Score -9327598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9327607.000000 Penalty: 5364.353027
	Iteration 50Q: 3 clusters Score -9327607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9327610.000000 Penalty: 5364.353027
	Iteration 51Q: 3 clusters Score -9327610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9327613.000000 Penalty: 5364.353027
	Iteration 52Q: 3 clusters Score -9327613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9327612.000000 Penalty: 5364.353027
	Iteration 53Q: 3 clusters Score -9327612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9327613.000000 Penalty: 5364.353027
	Iteration 54Q: 3 clusters Score -9327613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9327613.000000 Penalty: 5364.353027
	Iteration 55F: 3 clusters Score -9327613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Entering Unmasked Estep 
Score: -8147779.000000 Penalty: 2651.179199
	Iteration 0F: 2 clusters Score -8147779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -8118495.500000 Penalty: 5302.358398
	Iteration 0F: 3 clusters Score -8118496 nChanged 20373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -8129835.500000 Penalty: 5302.358398
	Iteration 1F: 3 clusters Score -8129836 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -8130502.000000 Penalty: 5302.358398
	Iteration 2Q: 3 clusters Score -8130502 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -8131186.000000 Penalty: 5302.358398
	Iteration 3Q: 3 clusters Score -8131186 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -8131926.500000 Penalty: 5302.358398
	Iteration 4Q: 3 clusters Score -8131926 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -8132790.000000 Penalty: 5302.358398
	Iteration 5Q: 3 clusters Score -8132790 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -8133726.500000 Penalty: 5302.358398
	Iteration 6Q: 3 clusters Score -8133726 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -8134957.500000 Penalty: 5302.358398
	Iteration 7Q: 3 clusters Score -8134958 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -8136346.000000 Penalty: 5302.358398
	Iteration 8F: 3 clusters Score -8136346 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -8137860.500000 Penalty: 5302.358398
	Iteration 9F: 3 clusters Score -8137860 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -8139231.500000 Penalty: 5302.358398
	Iteration 10Q: 3 clusters Score -8139232 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -8140052.000000 Penalty: 5302.358398
	Iteration 11Q: 3 clusters Score -8140052 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -8140437.500000 Penalty: 5302.358398
	Iteration 12Q: 3 clusters Score -8140438 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -8140608.000000 Penalty: 5302.358398
	Iteration 13Q: 3 clusters Score -8140608 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -8140676.000000 Penalty: 5302.358398
	Iteration 14Q: 3 clusters Score -8140676 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -8140776.500000 Penalty: 5302.358398
	Iteration 15Q: 3 clusters Score -8140776 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -8140825.000000 Penalty: 5302.358398
	Iteration 16Q: 3 clusters Score -8140825 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -8140858.000000 Penalty: 5302.358398
	Iteration 17Q: 3 clusters Score -8140858 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -8140900.500000 Penalty: 5302.358398
	Iteration 18Q: 3 clusters Score -8140900 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -8140946.000000 Penalty: 5302.358398
	Iteration 19Q: 3 clusters Score -8140946 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -8140991.000000 Penalty: 5302.358398
	Iteration 20F: 3 clusters Score -8140991 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -8141083.000000 Penalty: 5302.358398
	Iteration 21Q: 3 clusters Score -8141083 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -8141159.500000 Penalty: 5302.358398
	Iteration 22Q: 3 clusters Score -8141160 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -8141230.000000 Penalty: 5302.358398
	Iteration 23Q: 3 clusters Score -8141230 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -8141281.000000 Penalty: 5302.358398
	Iteration 24Q: 3 clusters Score -8141281 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -8141353.000000 Penalty: 5302.358398
	Iteration 25Q: 3 clusters Score -8141353 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -8141433.000000 Penalty: 5302.358398
	Iteration 26Q: 3 clusters Score -8141433 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -8141532.000000 Penalty: 5302.358398
	Iteration 27Q: 3 clusters Score -8141532 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -8141565.000000 Penalty: 5302.358398
	Iteration 28Q: 3 clusters Score -8141565 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -8141648.000000 Penalty: 5302.358398
	Iteration 29Q: 3 clusters Score -8141648 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -8141718.000000 Penalty: 5302.358398
	Iteration 30Q: 3 clusters Score -8141718 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -8141801.000000 Penalty: 5302.358398
	Iteration 31Q: 3 clusters Score -8141801 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -8141877.500000 Penalty: 5302.358398
	Iteration 32Q: 3 clusters Score -8141878 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -8141930.500000 Penalty: 5302.358398
	Iteration 33Q: 3 clusters Score -8141930 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -8141964.500000 Penalty: 5302.358398
	Iteration 34Q: 3 clusters Score -8141964 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -8142025.500000 Penalty: 5302.358398
	Iteration 35Q: 3 clusters Score -8142026 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -8142037.500000 Penalty: 5302.358398
	Iteration 36Q: 3 clusters Score -8142038 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -8142103.500000 Penalty: 5302.358398
	Iteration 37Q: 3 clusters Score -8142104 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -8142165.500000 Penalty: 5302.358398
	Iteration 38Q: 3 clusters Score -8142166 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -8142216.000000 Penalty: 5302.358398
	Iteration 39Q: 3 clusters Score -8142216 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -8142240.500000 Penalty: 5302.358398
	Iteration 40F: 3 clusters Score -8142240 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -8142266.000000 Penalty: 5302.358398
	Iteration 41Q: 3 clusters Score -8142266 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -8142301.000000 Penalty: 5302.358398
	Iteration 42Q: 3 clusters Score -8142301 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -8142373.000000 Penalty: 5302.358398
	Iteration 43Q: 3 clusters Score -8142373 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -8142387.500000 Penalty: 5302.358398
	Iteration 44Q: 3 clusters Score -8142388 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -8142400.000000 Penalty: 5302.358398
	Iteration 45Q: 3 clusters Score -8142400 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -8142440.000000 Penalty: 5302.358398
	Iteration 46Q: 3 clusters Score -8142440 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -8142464.000000 Penalty: 5302.358398
	Iteration 47Q: 3 clusters Score -8142464 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -8142499.000000 Penalty: 5302.358398
	Iteration 48Q: 3 clusters Score -8142499 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -8142581.000000 Penalty: 5302.358398
	Iteration 49Q: 3 clusters Score -8142581 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -8142626.000000 Penalty: 5302.358398
	Iteration 50Q: 3 clusters Score -8142626 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -8142670.500000 Penalty: 5302.358398
	Iteration 51Q: 3 clusters Score -8142670 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -8142704.000000 Penalty: 5302.358398
	Iteration 52Q: 3 clusters Score -8142704 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -8142784.000000 Penalty: 5302.358398
	Iteration 53Q: 3 clusters Score -8142784 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -8142808.000000 Penalty: 5302.358398
	Iteration 54Q: 3 clusters Score -8142808 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -8142844.000000 Penalty: 5302.358398
	Iteration 55Q: 3 clusters Score -8142844 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -8142879.000000 Penalty: 5302.358398
	Iteration 56Q: 3 clusters Score -8142879 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -8142919.500000 Penalty: 5302.358398
	Iteration 57Q: 3 clusters Score -8142920 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -8143001.000000 Penalty: 5302.358398
	Iteration 58Q: 3 clusters Score -8143001 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -8143074.000000 Penalty: 5302.358398
	Iteration 59Q: 3 clusters Score -8143074 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -8143124.500000 Penalty: 5302.358398
	Iteration 60F: 3 clusters Score -8143124 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -8143156.000000 Penalty: 5302.358398
	Iteration 61Q: 3 clusters Score -8143156 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -8143202.000000 Penalty: 5302.358398
	Iteration 62Q: 3 clusters Score -8143202 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -8143265.500000 Penalty: 5302.358398
	Iteration 63Q: 3 clusters Score -8143266 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -8143324.000000 Penalty: 5302.358398
	Iteration 64Q: 3 clusters Score -8143324 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -8143414.000000 Penalty: 5302.358398
	Iteration 65Q: 3 clusters Score -8143414 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -8143516.000000 Penalty: 5302.358398
	Iteration 66Q: 3 clusters Score -8143516 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -8143567.000000 Penalty: 5302.358398
	Iteration 67Q: 3 clusters Score -8143567 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -8143642.000000 Penalty: 5302.358398
	Iteration 68Q: 3 clusters Score -8143642 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8143770 nChanged 388
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8143836 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8143918 nChanged 367
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -8144000.000000 Penalty: 5302.358398
	Iteration 72Q: 3 clusters Score -8144000 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8144132 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -8144189.500000 Penalty: 5302.358398
	Iteration 74Q: 3 clusters Score -8144190 nChanged 375
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Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8144280 nChanged 360
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Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8144369 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -8144439.500000 Penalty: 5302.358398
	Iteration 77Q: 3 clusters Score -8144440 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8144542 nChanged 350
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Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8144616 nChanged 347
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Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8144670 nChanged 317
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Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -8144754.000000 Penalty: 5302.358398
	Iteration 81Q: 3 clusters Score -8144754 nChanged 298
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8144826 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8144930 nChanged 286
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Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -8145012.000000 Penalty: 5302.358398
	Iteration 84Q: 3 clusters Score -8145012 nChanged 276
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Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8145072 nChanged 276
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Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8145134 nChanged 273
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Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -8145203.500000 Penalty: 5302.358398
	Iteration 87Q: 3 clusters Score -8145204 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8145280 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8145360 nChanged 253
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -8145424.500000 Penalty: 5302.358398
	Iteration 90Q: 3 clusters Score -8145424 nChanged 265
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Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8145473 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8145542 nChanged 204
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Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8145591 nChanged 189
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Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8145616 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8145652 nChanged 130
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Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8145684 nChanged 123
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Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8145724 nChanged 109
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Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8145749 nChanged 103
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Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8145770 nChanged 90
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Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8145788 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8145798 nChanged 81
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Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8145801 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8145824 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -8145823.500000 Penalty: 5302.358398
	Iteration 104Q: 3 clusters Score -8145824 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8145836 nChanged 64
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Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -8145855.000000 Penalty: 5302.358398
	Iteration 106Q: 3 clusters Score -8145855 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8145873 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8145880 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -8145899.500000 Penalty: 5302.358398
	Iteration 109Q: 3 clusters Score -8145900 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8145902.000000 Penalty: 5302.358398
	Iteration 110Q: 3 clusters Score -8145902 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -8145894.500000 Penalty: 5302.358398
	Iteration 111Q: 3 clusters Score -8145894 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8145892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8145891 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8145894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -8145901.500000 Penalty: 5302.358398
	Iteration 115Q: 3 clusters Score -8145902 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -8145916.500000 Penalty: 5302.358398
	Iteration 116Q: 3 clusters Score -8145916 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -8145922.500000 Penalty: 5302.358398
	Iteration 117Q: 3 clusters Score -8145922 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -8145921.000000 Penalty: 5302.358398
	Iteration 118Q: 3 clusters Score -8145921 nChanged 36
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Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -8145928.000000 Penalty: 5302.358398
	Iteration 119Q: 3 clusters Score -8145928 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -8145923.500000 Penalty: 5302.358398
	Iteration 120F: 3 clusters Score -8145924 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -8145914.000000 Penalty: 5302.358398
	Iteration 121Q: 3 clusters Score -8145914 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -8145908.500000 Penalty: 5302.358398
	Iteration 122Q: 3 clusters Score -8145908 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -8145913.000000 Penalty: 5302.358398
	Iteration 123Q: 3 clusters Score -8145913 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8145924 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -8145933.000000 Penalty: 5302.358398
	Iteration 125Q: 3 clusters Score -8145933 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -8145927.500000 Penalty: 5302.358398
	Iteration 126Q: 3 clusters Score -8145928 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -8145926.500000 Penalty: 5302.358398
	Iteration 127Q: 3 clusters Score -8145926 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -8145929.000000 Penalty: 5302.358398
	Iteration 128Q: 3 clusters Score -8145929 nChanged 23
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Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -8145925.000000 Penalty: 5302.358398
	Iteration 129Q: 3 clusters Score -8145925 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8145930 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -8145911.000000 Penalty: 5302.358398
	Iteration 131Q: 3 clusters Score -8145911 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -8145924.500000 Penalty: 5302.358398
	Iteration 132Q: 3 clusters Score -8145924 nChanged 23
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Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -8145921.500000 Penalty: 5302.358398
	Iteration 133Q: 3 clusters Score -8145922 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8145918 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -8145923.500000 Penalty: 5302.358398
	Iteration 135Q: 3 clusters Score -8145924 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8145926 nChanged 8
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Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8145930 nChanged 6
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Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 42640 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8145924 nChanged 6
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Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -8145919.500000 Penalty: 5302.358398
	Iteration 139Q: 3 clusters Score -8145920 nChanged 5
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Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -8145917.500000 Penalty: 5302.358398
	Iteration 140F: 3 clusters Score -8145918 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1261 members 
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Entering Unmasked Estep 
Score: -8145923.500000 Penalty: 5302.358398
	Iteration 141Q: 3 clusters Score -8145924 nChanged 9
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Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -8145917.500000 Penalty: 5302.358398
	Iteration 142Q: 3 clusters Score -8145918 nChanged 7
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Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8145924 nChanged 8
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Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8145920 nChanged 9
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Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -8145932.000000 Penalty: 5302.358398
	Iteration 145Q: 3 clusters Score -8145932 nChanged 6
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Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8145928 nChanged 4
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Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8145921 nChanged 5
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	Iteration 148Q: 3 clusters Score -8145921 nChanged 4
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Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8145917 nChanged 2
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Score: -8145913.500000 Penalty: 5302.358398
	Iteration 150Q: 3 clusters Score -8145914 nChanged 4
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8145914 nChanged 2
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8145921 nChanged 3
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Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8145920 nChanged 8
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Mstep: Class 1 contains 1190 members 
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Entering Unmasked Estep 
Score: -8145924.500000 Penalty: 5302.358398
	Iteration 154Q: 3 clusters Score -8145924 nChanged 7
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Mstep: Class 1 contains 1183 members 
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Entering Unmasked Estep 
Score: -8145915.000000 Penalty: 5302.358398
	Iteration 155Q: 3 clusters Score -8145915 nChanged 9
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Mstep: Class 1 contains 1174 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8145915 nChanged 11
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8145916 nChanged 5
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Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8145917 nChanged 6
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8145914 nChanged 7
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Entering Unmasked Estep 
Score: -8145919.500000 Penalty: 5302.358398
	Iteration 160F: 3 clusters Score -8145920 nChanged 3
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8145919 nChanged 6
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8145920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 42797 members 
Entering Unmasked Estep 
Score: -8145934.500000 Penalty: 5302.358398
	Iteration 163Q: 3 clusters Score -8145934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -8145935.000000 Penalty: 5302.358398
	Iteration 164Q: 3 clusters Score -8145935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -8145937.000000 Penalty: 5302.358398
	Iteration 165Q: 3 clusters Score -8145937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -8145932.500000 Penalty: 5302.358398
	Iteration 166Q: 3 clusters Score -8145932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -8145938.000000 Penalty: 5302.358398
	Iteration 167Q: 3 clusters Score -8145938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -8145936.000000 Penalty: 5302.358398
	Iteration 168Q: 3 clusters Score -8145936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -8145934.500000 Penalty: 5302.358398
	Iteration 169Q: 3 clusters Score -8145934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -8145938.500000 Penalty: 5302.358398
	Iteration 170Q: 3 clusters Score -8145938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -8145932.500000 Penalty: 5302.358398
	Iteration 171Q: 3 clusters Score -8145932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -8145935.500000 Penalty: 5302.358398
	Iteration 172Q: 3 clusters Score -8145936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -8145929.000000 Penalty: 5302.358398
	Iteration 173Q: 3 clusters Score -8145929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -8145935.000000 Penalty: 5302.358398
	Iteration 174Q: 3 clusters Score -8145935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -8145938.000000 Penalty: 5302.358398
	Iteration 175Q: 3 clusters Score -8145938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -8145925.000000 Penalty: 5302.358398
	Iteration 176Q: 3 clusters Score -8145925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -8145926.000000 Penalty: 5302.358398
	Iteration 177Q: 3 clusters Score -8145926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -8145920.500000 Penalty: 5302.358398
	Iteration 178Q: 3 clusters Score -8145920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -8145918.500000 Penalty: 5302.358398
	Iteration 179Q: 3 clusters Score -8145918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -8145924.000000 Penalty: 5302.358398
	Iteration 180F: 3 clusters Score -8145924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -8145931.000000 Penalty: 5302.358398
	Iteration 181Q: 3 clusters Score -8145931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -8145925.000000 Penalty: 5302.358398
	Iteration 182Q: 3 clusters Score -8145925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -8145922.000000 Penalty: 5302.358398
	Iteration 183Q: 3 clusters Score -8145922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -8145921.000000 Penalty: 5302.358398
	Iteration 184Q: 3 clusters Score -8145921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -8145922.500000 Penalty: 5302.358398
	Iteration 185Q: 3 clusters Score -8145922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -8145924.000000 Penalty: 5302.358398
	Iteration 186Q: 3 clusters Score -8145924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -8145939.000000 Penalty: 5302.358398
	Iteration 187Q: 3 clusters Score -8145939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -8145931.500000 Penalty: 5302.358398
	Iteration 188Q: 3 clusters Score -8145932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -8145933.000000 Penalty: 5302.358398
	Iteration 189Q: 3 clusters Score -8145933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -8145930.000000 Penalty: 5302.358398
	Iteration 190Q: 3 clusters Score -8145930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -8145933.500000 Penalty: 5302.358398
	Iteration 191Q: 3 clusters Score -8145934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -8145926.500000 Penalty: 5302.358398
	Iteration 192Q: 3 clusters Score -8145926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -8145928.500000 Penalty: 5302.358398
	Iteration 193Q: 3 clusters Score -8145928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -8145928.000000 Penalty: 5302.358398
	Iteration 194Q: 3 clusters Score -8145928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -8145936.000000 Penalty: 5302.358398
	Iteration 195Q: 3 clusters Score -8145936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -8145943.000000 Penalty: 5302.358398
	Iteration 196Q: 3 clusters Score -8145943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -8145945.000000 Penalty: 5302.358398
	Iteration 197Q: 3 clusters Score -8145945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -8145948.500000 Penalty: 5302.358398
	Iteration 198Q: 3 clusters Score -8145948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -8145944.500000 Penalty: 5302.358398
	Iteration 199Q: 3 clusters Score -8145944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -8145938.500000 Penalty: 5302.358398
	Iteration 200F: 3 clusters Score -8145938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -8145936.500000 Penalty: 5302.358398
	Iteration 201Q: 3 clusters Score -8145936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -8145942.000000 Penalty: 5302.358398
	Iteration 202Q: 3 clusters Score -8145942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -8145942.000000 Penalty: 5302.358398
	Iteration 203F: 3 clusters Score -8145942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -79981.859375 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -79981.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -78661.070312 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -78661.07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -78885.937500 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -78885.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -78935.523438 Penalty: 2931.755127
	Iteration 2F: 3 clusters Score -78935.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -79000.859375 Penalty: 2931.755127
	Iteration 3Q: 3 clusters Score -79000.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -79078.281250 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -79078.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -79097.164062 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -79097.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -79120.632812 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -79120.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -79124.718750 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -79124.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -79134.632812 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -79134.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -79145.132812 Penalty: 2931.755127
	Iteration 9Q: 3 clusters Score -79145.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -79158.523438 Penalty: 2931.755127
	Iteration 10Q: 3 clusters Score -79158.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -79204.960938 Penalty: 2931.755127
	Iteration 11Q: 3 clusters Score -79204.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -79221.734375 Penalty: 2931.755127
	Iteration 12Q: 3 clusters Score -79221.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -79237.343750 Penalty: 2931.755127
	Iteration 13Q: 3 clusters Score -79237.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -79245.109375 Penalty: 2931.755127
	Iteration 14Q: 3 clusters Score -79245.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -79273.437500 Penalty: 2931.755127
	Iteration 15Q: 3 clusters Score -79273.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -79302.398438 Penalty: 2931.755127
	Iteration 16Q: 3 clusters Score -79302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -79302.398438 Penalty: 2931.755127
	Iteration 17F: 3 clusters Score -79302.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -137897.359375 Penalty: 1663.301880
	Iteration 0F: 2 clusters Score -137897.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -136109.218750 Penalty: 3326.603760
	Iteration 0F: 3 clusters Score -136109.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -136378.062500 Penalty: 3326.603760
	Iteration 1F: 3 clusters Score -136378.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136465.203125 Penalty: 3326.603760
	Iteration 2F: 3 clusters Score -136465.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -136519.312500 Penalty: 3326.603760
	Iteration 3Q: 3 clusters Score -136519.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136576.390625 Penalty: 3326.603760
	Iteration 4Q: 3 clusters Score -136576.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -136648.593750 Penalty: 3326.603760
	Iteration 5Q: 3 clusters Score -136648.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -136679.875000 Penalty: 3326.603760
	Iteration 6Q: 3 clusters Score -136679.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -136698.203125 Penalty: 3326.603760
	Iteration 7Q: 3 clusters Score -136698.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -136714.890625 Penalty: 3326.603760
	Iteration 8Q: 3 clusters Score -136714.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -136735.687500 Penalty: 3326.603760
	Iteration 9Q: 3 clusters Score -136735.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -136749.281250 Penalty: 3326.603760
	Iteration 10Q: 3 clusters Score -136749.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136755.656250 Penalty: 3326.603760
	Iteration 11Q: 3 clusters Score -136755.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -136756.250000 Penalty: 3326.603760
	Iteration 12Q: 3 clusters Score -136756.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -136756.250000 Penalty: 3326.603760
	Iteration 13F: 3 clusters Score -136756.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Entering Unmasked Estep 
Score: -8606089.000000 Penalty: 2664.816162
	Iteration 0F: 2 clusters Score -8606089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8575743.000000 Penalty: 5329.632324
	Iteration 0F: 3 clusters Score -8575743 nChanged 21421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -8587515.000000 Penalty: 5329.632324
	Iteration 1F: 3 clusters Score -8587515 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -8588031.000000 Penalty: 5329.632324
	Iteration 2Q: 3 clusters Score -8588031 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -8588480.000000 Penalty: 5329.632324
	Iteration 3Q: 3 clusters Score -8588480 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -8588982.000000 Penalty: 5329.632324
	Iteration 4Q: 3 clusters Score -8588982 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -8589525.000000 Penalty: 5329.632324
	Iteration 5Q: 3 clusters Score -8589525 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -8590376.000000 Penalty: 5329.632324
	Iteration 6Q: 3 clusters Score -8590376 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -8591651.000000 Penalty: 5329.632324
	Iteration 7Q: 3 clusters Score -8591651 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -8593516.000000 Penalty: 5329.632324
	Iteration 8F: 3 clusters Score -8593516 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -8595757.000000 Penalty: 5329.632324
	Iteration 9F: 3 clusters Score -8595757 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -8598297.000000 Penalty: 5329.632324
	Iteration 10F: 3 clusters Score -8598297 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -8600400.000000 Penalty: 5329.632324
	Iteration 11F: 3 clusters Score -8600400 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -8601866.000000 Penalty: 5329.632324
	Iteration 12Q: 3 clusters Score -8601866 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8602618.000000 Penalty: 5329.632324
	Iteration 13Q: 3 clusters Score -8602618 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8603059.000000 Penalty: 5329.632324
	Iteration 14Q: 3 clusters Score -8603059 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8603339.000000 Penalty: 5329.632324
	Iteration 15Q: 3 clusters Score -8603339 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8603480.000000 Penalty: 5329.632324
	Iteration 16Q: 3 clusters Score -8603480 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8603564.000000 Penalty: 5329.632324
	Iteration 17Q: 3 clusters Score -8603564 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8603638.000000 Penalty: 5329.632324
	Iteration 18Q: 3 clusters Score -8603638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8603698.000000 Penalty: 5329.632324
	Iteration 19Q: 3 clusters Score -8603698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8603727.000000 Penalty: 5329.632324
	Iteration 20F: 3 clusters Score -8603727 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8603762.000000 Penalty: 5329.632324
	Iteration 21Q: 3 clusters Score -8603762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8603770.000000 Penalty: 5329.632324
	Iteration 22Q: 3 clusters Score -8603770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8603768.000000 Penalty: 5329.632324
	Iteration 23Q: 3 clusters Score -8603768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8603778.000000 Penalty: 5329.632324
	Iteration 24Q: 3 clusters Score -8603778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8603782.000000 Penalty: 5329.632324
	Iteration 25Q: 3 clusters Score -8603782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8603792.000000 Penalty: 5329.632324
	Iteration 26Q: 3 clusters Score -8603792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8603792.000000 Penalty: 5329.632324
	Iteration 27Q: 3 clusters Score -8603792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8603792.000000 Penalty: 5329.632324
	Iteration 28F: 3 clusters Score -8603792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Entering Unmasked Estep 
Score: -7856546.500000 Penalty: 2643.827637
	Iteration 0F: 2 clusters Score -7856546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -7828025.000000 Penalty: 5287.655273
	Iteration 0F: 3 clusters Score -7828025 nChanged 19568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -7838762.500000 Penalty: 5287.655273
	Iteration 1F: 3 clusters Score -7838762 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -7839389.500000 Penalty: 5287.655273
	Iteration 2Q: 3 clusters Score -7839390 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -7840176.500000 Penalty: 5287.655273
	Iteration 3Q: 3 clusters Score -7840176 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -7841126.500000 Penalty: 5287.655273
	Iteration 4Q: 3 clusters Score -7841126 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -7842284.500000 Penalty: 5287.655273
	Iteration 5Q: 3 clusters Score -7842284 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -7843717.000000 Penalty: 5287.655273
	Iteration 6Q: 3 clusters Score -7843717 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -7845330.000000 Penalty: 5287.655273
	Iteration 7F: 3 clusters Score -7845330 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -7846935.000000 Penalty: 5287.655273
	Iteration 8F: 3 clusters Score -7846935 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -7848620.000000 Penalty: 5287.655273
	Iteration 9F: 3 clusters Score -7848620 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -7850025.000000 Penalty: 5287.655273
	Iteration 10Q: 3 clusters Score -7850025 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -7851188.000000 Penalty: 5287.655273
	Iteration 11Q: 3 clusters Score -7851188 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -7852123.000000 Penalty: 5287.655273
	Iteration 12Q: 3 clusters Score -7852123 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -7852816.000000 Penalty: 5287.655273
	Iteration 13Q: 3 clusters Score -7852816 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -7853294.000000 Penalty: 5287.655273
	Iteration 14Q: 3 clusters Score -7853294 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -7853637.500000 Penalty: 5287.655273
	Iteration 15Q: 3 clusters Score -7853638 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -7853857.500000 Penalty: 5287.655273
	Iteration 16Q: 3 clusters Score -7853858 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -7853992.500000 Penalty: 5287.655273
	Iteration 17Q: 3 clusters Score -7853992 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -7854111.500000 Penalty: 5287.655273
	Iteration 18Q: 3 clusters Score -7854112 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -7854174.500000 Penalty: 5287.655273
	Iteration 19Q: 3 clusters Score -7854174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -7854219.000000 Penalty: 5287.655273
	Iteration 20F: 3 clusters Score -7854219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -7854258.000000 Penalty: 5287.655273
	Iteration 21Q: 3 clusters Score -7854258 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -7854281.500000 Penalty: 5287.655273
	Iteration 22Q: 3 clusters Score -7854282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -7854290.000000 Penalty: 5287.655273
	Iteration 23Q: 3 clusters Score -7854290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -7854300.000000 Penalty: 5287.655273
	Iteration 24Q: 3 clusters Score -7854300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -7854325.000000 Penalty: 5287.655273
	Iteration 25Q: 3 clusters Score -7854325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -7854323.500000 Penalty: 5287.655273
	Iteration 26Q: 3 clusters Score -7854324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -7854327.000000 Penalty: 5287.655273
	Iteration 27Q: 3 clusters Score -7854327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -7854332.000000 Penalty: 5287.655273
	Iteration 28Q: 3 clusters Score -7854332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -7854329.500000 Penalty: 5287.655273
	Iteration 29Q: 3 clusters Score -7854330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -7854340.500000 Penalty: 5287.655273
	Iteration 30Q: 3 clusters Score -7854340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -7854344.500000 Penalty: 5287.655273
	Iteration 31Q: 3 clusters Score -7854344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -7854348.500000 Penalty: 5287.655273
	Iteration 32Q: 3 clusters Score -7854348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -7854355.000000 Penalty: 5287.655273
	Iteration 33Q: 3 clusters Score -7854355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -7854355.000000 Penalty: 5287.655273
	Iteration 34F: 3 clusters Score -7854355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -67774.601562 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -67774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66290.460938 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -66290.46 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66559.460938 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -66559.46 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66739.289062 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -66739.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66868.304688 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -66868.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66968.375000 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -66968.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67042.507812 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -67042.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -67067.468750 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -67067.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67089.796875 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -67089.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67116.148438 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -67116.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67126.750000 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -67126.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -67135.507812 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -67135.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -67141.437500 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -67141.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67163.656250 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -67163.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67170.960938 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -67170.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67170.960938 Penalty: 3090.318848
	Iteration 14F: 3 clusters Score -67170.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Entering Unmasked Estep 
Score: -7862791.500000 Penalty: 2642.111572
	Iteration 0F: 2 clusters Score -7862792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -7834563.500000 Penalty: 5284.223145
	Iteration 0F: 3 clusters Score -7834564 nChanged 19412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -7845151.000000 Penalty: 5284.223145
	Iteration 1F: 3 clusters Score -7845151 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -7845661.500000 Penalty: 5284.223145
	Iteration 2Q: 3 clusters Score -7845662 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -7846142.000000 Penalty: 5284.223145
	Iteration 3Q: 3 clusters Score -7846142 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -7846731.500000 Penalty: 5284.223145
	Iteration 4Q: 3 clusters Score -7846732 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -7847546.000000 Penalty: 5284.223145
	Iteration 5Q: 3 clusters Score -7847546 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -7848611.500000 Penalty: 5284.223145
	Iteration 6Q: 3 clusters Score -7848612 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -7850205.500000 Penalty: 5284.223145
	Iteration 7F: 3 clusters Score -7850206 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -7852398.000000 Penalty: 5284.223145
	Iteration 8F: 3 clusters Score -7852398 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -7854891.500000 Penalty: 5284.223145
	Iteration 9F: 3 clusters Score -7854892 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -7856946.500000 Penalty: 5284.223145
	Iteration 10F: 3 clusters Score -7856946 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -7858423.000000 Penalty: 5284.223145
	Iteration 11Q: 3 clusters Score -7858423 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -7859342.000000 Penalty: 5284.223145
	Iteration 12Q: 3 clusters Score -7859342 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -7859848.500000 Penalty: 5284.223145
	Iteration 13Q: 3 clusters Score -7859848 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -7860141.000000 Penalty: 5284.223145
	Iteration 14Q: 3 clusters Score -7860141 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -7860282.500000 Penalty: 5284.223145
	Iteration 15Q: 3 clusters Score -7860282 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -7860363.000000 Penalty: 5284.223145
	Iteration 16Q: 3 clusters Score -7860363 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -7860411.500000 Penalty: 5284.223145
	Iteration 17Q: 3 clusters Score -7860412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -7860450.500000 Penalty: 5284.223145
	Iteration 18Q: 3 clusters Score -7860450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -7860482.000000 Penalty: 5284.223145
	Iteration 19Q: 3 clusters Score -7860482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -7860503.500000 Penalty: 5284.223145
	Iteration 20F: 3 clusters Score -7860504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -7860507.500000 Penalty: 5284.223145
	Iteration 21Q: 3 clusters Score -7860508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -7860503.500000 Penalty: 5284.223145
	Iteration 22Q: 3 clusters Score -7860504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -7860520.000000 Penalty: 5284.223145
	Iteration 23Q: 3 clusters Score -7860520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -7860524.000000 Penalty: 5284.223145
	Iteration 24Q: 3 clusters Score -7860524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -7860521.500000 Penalty: 5284.223145
	Iteration 25Q: 3 clusters Score -7860522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -7860526.000000 Penalty: 5284.223145
	Iteration 26Q: 3 clusters Score -7860526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -7860524.000000 Penalty: 5284.223145
	Iteration 27Q: 3 clusters Score -7860524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -7860537.000000 Penalty: 5284.223145
	Iteration 28Q: 3 clusters Score -7860537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -7860545.000000 Penalty: 5284.223145
	Iteration 29Q: 3 clusters Score -7860545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -7860554.000000 Penalty: 5284.223145
	Iteration 30Q: 3 clusters Score -7860554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -7860547.500000 Penalty: 5284.223145
	Iteration 31Q: 3 clusters Score -7860548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -7860554.000000 Penalty: 5284.223145
	Iteration 32Q: 3 clusters Score -7860554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -7860554.000000 Penalty: 5284.223145
	Iteration 33F: 3 clusters Score -7860554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Entering Unmasked Estep 
Score: -4738923.500000 Penalty: 2524.983154
	Iteration 0F: 2 clusters Score -4738924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4720741.500000 Penalty: 5049.966309
	Iteration 0F: 3 clusters Score -4720742 nChanged 11800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -4727019.000000 Penalty: 5049.966309
	Iteration 1F: 3 clusters Score -4727019 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -4727491.000000 Penalty: 5049.966309
	Iteration 2Q: 3 clusters Score -4727491 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -4727941.500000 Penalty: 5049.966309
	Iteration 3Q: 3 clusters Score -4727942 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -4728350.500000 Penalty: 5049.966309
	Iteration 4Q: 3 clusters Score -4728350 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -4728725.500000 Penalty: 5049.966309
	Iteration 5Q: 3 clusters Score -4728726 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -4729115.000000 Penalty: 5049.966309
	Iteration 6Q: 3 clusters Score -4729115 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -4729509.500000 Penalty: 5049.966309
	Iteration 7Q: 3 clusters Score -4729510 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -4729957.000000 Penalty: 5049.966309
	Iteration 8Q: 3 clusters Score -4729957 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4730444.500000 Penalty: 5049.966309
	Iteration 9Q: 3 clusters Score -4730444 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -4730951.000000 Penalty: 5049.966309
	Iteration 10Q: 3 clusters Score -4730951 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -4731433.000000 Penalty: 5049.966309
	Iteration 11Q: 3 clusters Score -4731433 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -4731922.500000 Penalty: 5049.966309
	Iteration 12Q: 3 clusters Score -4731922 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -4732378.500000 Penalty: 5049.966309
	Iteration 13Q: 3 clusters Score -4732378 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -4732791.500000 Penalty: 5049.966309
	Iteration 14Q: 3 clusters Score -4732792 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -4733156.500000 Penalty: 5049.966309
	Iteration 15Q: 3 clusters Score -4733156 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -4733452.000000 Penalty: 5049.966309
	Iteration 16Q: 3 clusters Score -4733452 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -4733719.500000 Penalty: 5049.966309
	Iteration 17Q: 3 clusters Score -4733720 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4733970.000000 Penalty: 5049.966309
	Iteration 18Q: 3 clusters Score -4733970 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4734213.500000 Penalty: 5049.966309
	Iteration 19Q: 3 clusters Score -4734214 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -4734420.000000 Penalty: 5049.966309
	Iteration 20F: 3 clusters Score -4734420 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -4734639.500000 Penalty: 5049.966309
	Iteration 21Q: 3 clusters Score -4734640 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -4734824.500000 Penalty: 5049.966309
	Iteration 22Q: 3 clusters Score -4734824 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -4735015.500000 Penalty: 5049.966309
	Iteration 23Q: 3 clusters Score -4735016 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -4735201.000000 Penalty: 5049.966309
	Iteration 24Q: 3 clusters Score -4735201 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -4735397.500000 Penalty: 5049.966309
	Iteration 25Q: 3 clusters Score -4735398 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -4735565.500000 Penalty: 5049.966309
	Iteration 26Q: 3 clusters Score -4735566 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -4735723.500000 Penalty: 5049.966309
	Iteration 27Q: 3 clusters Score -4735724 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -4735863.000000 Penalty: 5049.966309
	Iteration 28Q: 3 clusters Score -4735863 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -4735956.000000 Penalty: 5049.966309
	Iteration 29Q: 3 clusters Score -4735956 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -4736053.500000 Penalty: 5049.966309
	Iteration 30Q: 3 clusters Score -4736054 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -4736105.500000 Penalty: 5049.966309
	Iteration 31Q: 3 clusters Score -4736106 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -4736202.000000 Penalty: 5049.966309
	Iteration 32Q: 3 clusters Score -4736202 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 24115 members 
Entering Unmasked Estep 
Score: -4736276.000000 Penalty: 5049.966309
	Iteration 33Q: 3 clusters Score -4736276 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -4736355.500000 Penalty: 5049.966309
	Iteration 34Q: 3 clusters Score -4736356 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -4736428.000000 Penalty: 5049.966309
	Iteration 35Q: 3 clusters Score -4736428 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -4736507.000000 Penalty: 5049.966309
	Iteration 36Q: 3 clusters Score -4736507 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -4736567.500000 Penalty: 5049.966309
	Iteration 37Q: 3 clusters Score -4736568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -4736632.000000 Penalty: 5049.966309
	Iteration 38Q: 3 clusters Score -4736632 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -4736675.000000 Penalty: 5049.966309
	Iteration 39Q: 3 clusters Score -4736675 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -4736716.500000 Penalty: 5049.966309
	Iteration 40F: 3 clusters Score -4736716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -4736759.000000 Penalty: 5049.966309
	Iteration 41Q: 3 clusters Score -4736759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -4736782.000000 Penalty: 5049.966309
	Iteration 42Q: 3 clusters Score -4736782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4736804.500000 Penalty: 5049.966309
	Iteration 43Q: 3 clusters Score -4736804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -4736822.500000 Penalty: 5049.966309
	Iteration 44Q: 3 clusters Score -4736822 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -4736847.500000 Penalty: 5049.966309
	Iteration 45Q: 3 clusters Score -4736848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -4736868.500000 Penalty: 5049.966309
	Iteration 46Q: 3 clusters Score -4736868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -4736872.500000 Penalty: 5049.966309
	Iteration 47Q: 3 clusters Score -4736872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -4736892.500000 Penalty: 5049.966309
	Iteration 48Q: 3 clusters Score -4736892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -4736898.000000 Penalty: 5049.966309
	Iteration 49Q: 3 clusters Score -4736898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -4736903.500000 Penalty: 5049.966309
	Iteration 50Q: 3 clusters Score -4736904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -4736907.500000 Penalty: 5049.966309
	Iteration 51Q: 3 clusters Score -4736908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -4736910.000000 Penalty: 5049.966309
	Iteration 52Q: 3 clusters Score -4736910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4736913.500000 Penalty: 5049.966309
	Iteration 53Q: 3 clusters Score -4736914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -4736920.500000 Penalty: 5049.966309
	Iteration 54Q: 3 clusters Score -4736920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -4736920.500000 Penalty: 5049.966309
	Iteration 55Q: 3 clusters Score -4736920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -4736920.500000 Penalty: 5049.966309
	Iteration 56Q: 3 clusters Score -4736920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -4736926.000000 Penalty: 5049.966309
	Iteration 57Q: 3 clusters Score -4736926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -4736922.500000 Penalty: 5049.966309
	Iteration 58Q: 3 clusters Score -4736922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4736926.500000 Penalty: 5049.966309
	Iteration 59Q: 3 clusters Score -4736926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4736928.000000 Penalty: 5049.966309
	Iteration 60F: 3 clusters Score -4736928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -4736931.500000 Penalty: 5049.966309
	Iteration 61Q: 3 clusters Score -4736932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -4736928.500000 Penalty: 5049.966309
	Iteration 62Q: 3 clusters Score -4736928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -4736933.500000 Penalty: 5049.966309
	Iteration 63Q: 3 clusters Score -4736934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -4736929.500000 Penalty: 5049.966309
	Iteration 64Q: 3 clusters Score -4736930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -4736929.500000 Penalty: 5049.966309
	Iteration 65Q: 3 clusters Score -4736930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -4736935.000000 Penalty: 5049.966309
	Iteration 66Q: 3 clusters Score -4736935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -4736935.500000 Penalty: 5049.966309
	Iteration 67Q: 3 clusters Score -4736936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -4736935.500000 Penalty: 5049.966309
	Iteration 68Q: 3 clusters Score -4736936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -4736934.000000 Penalty: 5049.966309
	Iteration 69Q: 3 clusters Score -4736934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -4736934.000000 Penalty: 5049.966309
	Iteration 70F: 3 clusters Score -4736934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Entering Unmasked Estep 
Score: -7479786.000000 Penalty: 2631.749512
	Iteration 0F: 2 clusters Score -7479786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -7452328.500000 Penalty: 5263.499023
	Iteration 0F: 3 clusters Score -7452328 nChanged 18599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -7462552.000000 Penalty: 5263.499023
	Iteration 1F: 3 clusters Score -7462552 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -7463170.500000 Penalty: 5263.499023
	Iteration 2Q: 3 clusters Score -7463170 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -7463909.000000 Penalty: 5263.499023
	Iteration 3Q: 3 clusters Score -7463909 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -7464960.000000 Penalty: 5263.499023
	Iteration 4Q: 3 clusters Score -7464960 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -7466321.000000 Penalty: 5263.499023
	Iteration 5F: 3 clusters Score -7466321 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -7467842.500000 Penalty: 5263.499023
	Iteration 6F: 3 clusters Score -7467842 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -7469425.000000 Penalty: 5263.499023
	Iteration 7F: 3 clusters Score -7469425 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -7471057.000000 Penalty: 5263.499023
	Iteration 8F: 3 clusters Score -7471057 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -7472606.500000 Penalty: 5263.499023
	Iteration 9F: 3 clusters Score -7472606 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -7473821.500000 Penalty: 5263.499023
	Iteration 10F: 3 clusters Score -7473822 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -7474620.000000 Penalty: 5263.499023
	Iteration 11Q: 3 clusters Score -7474620 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -7475124.500000 Penalty: 5263.499023
	Iteration 12Q: 3 clusters Score -7475124 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -7475503.500000 Penalty: 5263.499023
	Iteration 13Q: 3 clusters Score -7475504 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -7475912.500000 Penalty: 5263.499023
	Iteration 14Q: 3 clusters Score -7475912 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -7476272.500000 Penalty: 5263.499023
	Iteration 15Q: 3 clusters Score -7476272 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -7476583.500000 Penalty: 5263.499023
	Iteration 16Q: 3 clusters Score -7476584 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -7476837.500000 Penalty: 5263.499023
	Iteration 17Q: 3 clusters Score -7476838 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -7477056.500000 Penalty: 5263.499023
	Iteration 18Q: 3 clusters Score -7477056 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -7477188.500000 Penalty: 5263.499023
	Iteration 19Q: 3 clusters Score -7477188 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -7477364.500000 Penalty: 5263.499023
	Iteration 20F: 3 clusters Score -7477364 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -7477492.000000 Penalty: 5263.499023
	Iteration 21Q: 3 clusters Score -7477492 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -7477582.000000 Penalty: 5263.499023
	Iteration 22Q: 3 clusters Score -7477582 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -7477715.000000 Penalty: 5263.499023
	Iteration 23Q: 3 clusters Score -7477715 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -7477807.000000 Penalty: 5263.499023
	Iteration 24Q: 3 clusters Score -7477807 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -7477934.000000 Penalty: 5263.499023
	Iteration 25Q: 3 clusters Score -7477934 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -7478004.500000 Penalty: 5263.499023
	Iteration 26Q: 3 clusters Score -7478004 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -7478058.000000 Penalty: 5263.499023
	Iteration 27Q: 3 clusters Score -7478058 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -7478130.000000 Penalty: 5263.499023
	Iteration 28Q: 3 clusters Score -7478130 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -7478175.000000 Penalty: 5263.499023
	Iteration 29Q: 3 clusters Score -7478175 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -7478238.500000 Penalty: 5263.499023
	Iteration 30Q: 3 clusters Score -7478238 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -7478259.000000 Penalty: 5263.499023
	Iteration 31Q: 3 clusters Score -7478259 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -7478298.500000 Penalty: 5263.499023
	Iteration 32Q: 3 clusters Score -7478298 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -7478342.500000 Penalty: 5263.499023
	Iteration 33Q: 3 clusters Score -7478342 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -7478372.500000 Penalty: 5263.499023
	Iteration 34Q: 3 clusters Score -7478372 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -7478411.000000 Penalty: 5263.499023
	Iteration 35Q: 3 clusters Score -7478411 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -7478474.500000 Penalty: 5263.499023
	Iteration 36Q: 3 clusters Score -7478474 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -7478499.000000 Penalty: 5263.499023
	Iteration 37Q: 3 clusters Score -7478499 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -7478533.000000 Penalty: 5263.499023
	Iteration 38Q: 3 clusters Score -7478533 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -7478576.500000 Penalty: 5263.499023
	Iteration 39Q: 3 clusters Score -7478576 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -7478583.500000 Penalty: 5263.499023
	Iteration 40F: 3 clusters Score -7478584 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -7478586.500000 Penalty: 5263.499023
	Iteration 41Q: 3 clusters Score -7478586 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -7478621.500000 Penalty: 5263.499023
	Iteration 42Q: 3 clusters Score -7478622 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -7478644.000000 Penalty: 5263.499023
	Iteration 43Q: 3 clusters Score -7478644 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -7478671.000000 Penalty: 5263.499023
	Iteration 44Q: 3 clusters Score -7478671 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -7478686.500000 Penalty: 5263.499023
	Iteration 45Q: 3 clusters Score -7478686 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -7478692.000000 Penalty: 5263.499023
	Iteration 46Q: 3 clusters Score -7478692 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -7478698.500000 Penalty: 5263.499023
	Iteration 47Q: 3 clusters Score -7478698 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -7478738.500000 Penalty: 5263.499023
	Iteration 48Q: 3 clusters Score -7478738 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -7478751.500000 Penalty: 5263.499023
	Iteration 49Q: 3 clusters Score -7478752 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -7478759.500000 Penalty: 5263.499023
	Iteration 50Q: 3 clusters Score -7478760 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -7478769.000000 Penalty: 5263.499023
	Iteration 51Q: 3 clusters Score -7478769 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -7478790.000000 Penalty: 5263.499023
	Iteration 52Q: 3 clusters Score -7478790 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -7478798.500000 Penalty: 5263.499023
	Iteration 53Q: 3 clusters Score -7478798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -7478819.000000 Penalty: 5263.499023
	Iteration 54Q: 3 clusters Score -7478819 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -7478833.000000 Penalty: 5263.499023
	Iteration 55Q: 3 clusters Score -7478833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -7478824.000000 Penalty: 5263.499023
	Iteration 56Q: 3 clusters Score -7478824 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -7478839.000000 Penalty: 5263.499023
	Iteration 57Q: 3 clusters Score -7478839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -7478844.500000 Penalty: 5263.499023
	Iteration 58Q: 3 clusters Score -7478844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -7478861.500000 Penalty: 5263.499023
	Iteration 59Q: 3 clusters Score -7478862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -7478869.000000 Penalty: 5263.499023
	Iteration 60F: 3 clusters Score -7478869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -7478871.500000 Penalty: 5263.499023
	Iteration 61Q: 3 clusters Score -7478872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -7478870.500000 Penalty: 5263.499023
	Iteration 62Q: 3 clusters Score -7478870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -7478875.500000 Penalty: 5263.499023
	Iteration 63Q: 3 clusters Score -7478876 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -7478874.000000 Penalty: 5263.499023
	Iteration 64Q: 3 clusters Score -7478874 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -7478886.500000 Penalty: 5263.499023
	Iteration 65Q: 3 clusters Score -7478886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -7478885.000000 Penalty: 5263.499023
	Iteration 66Q: 3 clusters Score -7478885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -7478897.500000 Penalty: 5263.499023
	Iteration 67Q: 3 clusters Score -7478898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -7478894.500000 Penalty: 5263.499023
	Iteration 68Q: 3 clusters Score -7478894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -7478898.000000 Penalty: 5263.499023
	Iteration 69Q: 3 clusters Score -7478898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -7478900.000000 Penalty: 5263.499023
	Iteration 70Q: 3 clusters Score -7478900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -7478906.000000 Penalty: 5263.499023
	Iteration 71Q: 3 clusters Score -7478906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -7478906.500000 Penalty: 5263.499023
	Iteration 72Q: 3 clusters Score -7478906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -7478901.000000 Penalty: 5263.499023
	Iteration 73Q: 3 clusters Score -7478901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -7478902.000000 Penalty: 5263.499023
	Iteration 74Q: 3 clusters Score -7478902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -7478910.000000 Penalty: 5263.499023
	Iteration 75Q: 3 clusters Score -7478910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -7478913.500000 Penalty: 5263.499023
	Iteration 76Q: 3 clusters Score -7478914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -7478929.500000 Penalty: 5263.499023
	Iteration 77Q: 3 clusters Score -7478930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -7478926.000000 Penalty: 5263.499023
	Iteration 78Q: 3 clusters Score -7478926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -7478923.000000 Penalty: 5263.499023
	Iteration 79Q: 3 clusters Score -7478923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -7478918.500000 Penalty: 5263.499023
	Iteration 80F: 3 clusters Score -7478918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -7478918.000000 Penalty: 5263.499023
	Iteration 81Q: 3 clusters Score -7478918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -7478916.500000 Penalty: 5263.499023
	Iteration 82Q: 3 clusters Score -7478916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -7478916.000000 Penalty: 5263.499023
	Iteration 83Q: 3 clusters Score -7478916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -7478917.000000 Penalty: 5263.499023
	Iteration 84Q: 3 clusters Score -7478917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -7478925.000000 Penalty: 5263.499023
	Iteration 85Q: 3 clusters Score -7478925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -7478923.000000 Penalty: 5263.499023
	Iteration 86Q: 3 clusters Score -7478923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -7478926.000000 Penalty: 5263.499023
	Iteration 87Q: 3 clusters Score -7478926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -7478919.500000 Penalty: 5263.499023
	Iteration 88Q: 3 clusters Score -7478920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -7478921.500000 Penalty: 5263.499023
	Iteration 89Q: 3 clusters Score -7478922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -7478921.000000 Penalty: 5263.499023
	Iteration 90Q: 3 clusters Score -7478921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -7478921.000000 Penalty: 5263.499023
	Iteration 91F: 3 clusters Score -7478921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Entering Unmasked Estep 
Score: -7998527.000000 Penalty: 2648.437256
	Iteration 0F: 2 clusters Score -7998527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -7969441.000000 Penalty: 5296.874512
	Iteration 0F: 3 clusters Score -7969441 nChanged 19942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -7980401.500000 Penalty: 5296.874512
	Iteration 1F: 3 clusters Score -7980402 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -7981068.500000 Penalty: 5296.874512
	Iteration 2Q: 3 clusters Score -7981068 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -7981916.000000 Penalty: 5296.874512
	Iteration 3Q: 3 clusters Score -7981916 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -7983081.500000 Penalty: 5296.874512
	Iteration 4F: 3 clusters Score -7983082 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -7985013.000000 Penalty: 5296.874512
	Iteration 5F: 3 clusters Score -7985013 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -7987719.500000 Penalty: 5296.874512
	Iteration 6F: 3 clusters Score -7987720 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -7990795.500000 Penalty: 5296.874512
	Iteration 7F: 3 clusters Score -7990796 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -7993498.000000 Penalty: 5296.874512
	Iteration 8F: 3 clusters Score -7993498 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -7995243.500000 Penalty: 5296.874512
	Iteration 9Q: 3 clusters Score -7995244 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -7996135.500000 Penalty: 5296.874512
	Iteration 10Q: 3 clusters Score -7996136 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -7996475.500000 Penalty: 5296.874512
	Iteration 11Q: 3 clusters Score -7996476 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -7996633.000000 Penalty: 5296.874512
	Iteration 12Q: 3 clusters Score -7996633 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -7996704.000000 Penalty: 5296.874512
	Iteration 13Q: 3 clusters Score -7996704 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -7996761.000000 Penalty: 5296.874512
	Iteration 14Q: 3 clusters Score -7996761 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -7996792.000000 Penalty: 5296.874512
	Iteration 15Q: 3 clusters Score -7996792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -7996802.000000 Penalty: 5296.874512
	Iteration 16Q: 3 clusters Score -7996802 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -7996817.500000 Penalty: 5296.874512
	Iteration 17Q: 3 clusters Score -7996818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -7996823.500000 Penalty: 5296.874512
	Iteration 18Q: 3 clusters Score -7996824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -7996827.500000 Penalty: 5296.874512
	Iteration 19Q: 3 clusters Score -7996828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -7996818.500000 Penalty: 5296.874512
	Iteration 20F: 3 clusters Score -7996818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -7996829.500000 Penalty: 5296.874512
	Iteration 21Q: 3 clusters Score -7996830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -7996835.000000 Penalty: 5296.874512
	Iteration 22Q: 3 clusters Score -7996835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -7996836.500000 Penalty: 5296.874512
	Iteration 23Q: 3 clusters Score -7996836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -7996840.500000 Penalty: 5296.874512
	Iteration 24Q: 3 clusters Score -7996840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -7996841.500000 Penalty: 5296.874512
	Iteration 25Q: 3 clusters Score -7996842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -7996850.500000 Penalty: 5296.874512
	Iteration 26Q: 3 clusters Score -7996850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -7996856.000000 Penalty: 5296.874512
	Iteration 27Q: 3 clusters Score -7996856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -7996853.000000 Penalty: 5296.874512
	Iteration 28Q: 3 clusters Score -7996853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -7996852.000000 Penalty: 5296.874512
	Iteration 29Q: 3 clusters Score -7996852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -7996869.000000 Penalty: 5296.874512
	Iteration 30Q: 3 clusters Score -7996869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -7996876.000000 Penalty: 5296.874512
	Iteration 31Q: 3 clusters Score -7996876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -7996883.000000 Penalty: 5296.874512
	Iteration 32Q: 3 clusters Score -7996883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -7996887.500000 Penalty: 5296.874512
	Iteration 33Q: 3 clusters Score -7996888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -7996891.500000 Penalty: 5296.874512
	Iteration 34Q: 3 clusters Score -7996892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -7996891.000000 Penalty: 5296.874512
	Iteration 35Q: 3 clusters Score -7996891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -7996891.000000 Penalty: 5296.874512
	Iteration 36Q: 3 clusters Score -7996891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -7996885.500000 Penalty: 5296.874512
	Iteration 37Q: 3 clusters Score -7996886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -7996884.500000 Penalty: 5296.874512
	Iteration 38Q: 3 clusters Score -7996884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -7996892.000000 Penalty: 5296.874512
	Iteration 39Q: 3 clusters Score -7996892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -7996889.000000 Penalty: 5296.874512
	Iteration 40F: 3 clusters Score -7996889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -7996882.500000 Penalty: 5296.874512
	Iteration 41Q: 3 clusters Score -7996882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -7996883.500000 Penalty: 5296.874512
	Iteration 42Q: 3 clusters Score -7996884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -7996885.000000 Penalty: 5296.874512
	Iteration 43Q: 3 clusters Score -7996885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -7996889.500000 Penalty: 5296.874512
	Iteration 44Q: 3 clusters Score -7996890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -7996891.000000 Penalty: 5296.874512
	Iteration 45Q: 3 clusters Score -7996891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -7996881.500000 Penalty: 5296.874512
	Iteration 46Q: 3 clusters Score -7996882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -7996890.000000 Penalty: 5296.874512
	Iteration 47Q: 3 clusters Score -7996890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -7996892.500000 Penalty: 5296.874512
	Iteration 48Q: 3 clusters Score -7996892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -7996894.000000 Penalty: 5296.874512
	Iteration 49Q: 3 clusters Score -7996894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -7996892.500000 Penalty: 5296.874512
	Iteration 50Q: 3 clusters Score -7996892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -7996897.500000 Penalty: 5296.874512
	Iteration 51Q: 3 clusters Score -7996898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -7996896.500000 Penalty: 5296.874512
	Iteration 52Q: 3 clusters Score -7996896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -7996894.000000 Penalty: 5296.874512
	Iteration 53Q: 3 clusters Score -7996894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -7996892.500000 Penalty: 5296.874512
	Iteration 54Q: 3 clusters Score -7996892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -7996895.500000 Penalty: 5296.874512
	Iteration 55Q: 3 clusters Score -7996896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -7996895.500000 Penalty: 5296.874512
	Iteration 56F: 3 clusters Score -7996896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26431.712891 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26431.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25370.748047 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25370.75 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25618.869141 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25618.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -25684.279297 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -25684.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25705.091797 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -25705.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25713.197266 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -25713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25715.275391 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -25715.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -25718.562500 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -25718.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -25723.287109 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -25723.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25725.494141 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -25725.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -25725.494141 Penalty: 2838.898193
	Iteration 9F: 3 clusters Score -25725.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Entering Unmasked Estep 
Score: -7432217.500000 Penalty: 2629.350098
	Iteration 0F: 2 clusters Score -7432218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -7404965.000000 Penalty: 5258.700195
	Iteration 0F: 3 clusters Score -7404965 nChanged 18349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -7415086.500000 Penalty: 5258.700195
	Iteration 1F: 3 clusters Score -7415086 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -7415747.500000 Penalty: 5258.700195
	Iteration 2Q: 3 clusters Score -7415748 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -7416591.500000 Penalty: 5258.700195
	Iteration 3Q: 3 clusters Score -7416592 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -7417707.000000 Penalty: 5258.700195
	Iteration 4F: 3 clusters Score -7417707 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -7419208.500000 Penalty: 5258.700195
	Iteration 5F: 3 clusters Score -7419208 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -7421210.000000 Penalty: 5258.700195
	Iteration 6F: 3 clusters Score -7421210 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -7423656.000000 Penalty: 5258.700195
	Iteration 7F: 3 clusters Score -7423656 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -7425979.000000 Penalty: 5258.700195
	Iteration 8F: 3 clusters Score -7425979 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -7427616.000000 Penalty: 5258.700195
	Iteration 9Q: 3 clusters Score -7427616 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 31798 members 
Entering Unmasked Estep 
Score: -7428347.500000 Penalty: 5258.700195
	Iteration 10Q: 3 clusters Score -7428348 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -7428701.500000 Penalty: 5258.700195
	Iteration 11Q: 3 clusters Score -7428702 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -7428891.500000 Penalty: 5258.700195
	Iteration 12Q: 3 clusters Score -7428892 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -7429037.500000 Penalty: 5258.700195
	Iteration 13Q: 3 clusters Score -7429038 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -7429129.500000 Penalty: 5258.700195
	Iteration 14Q: 3 clusters Score -7429130 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -7429276.500000 Penalty: 5258.700195
	Iteration 15Q: 3 clusters Score -7429276 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -7429403.000000 Penalty: 5258.700195
	Iteration 16Q: 3 clusters Score -7429403 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -7429515.000000 Penalty: 5258.700195
	Iteration 17Q: 3 clusters Score -7429515 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -7429614.000000 Penalty: 5258.700195
	Iteration 18Q: 3 clusters Score -7429614 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -7429686.000000 Penalty: 5258.700195
	Iteration 19Q: 3 clusters Score -7429686 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -7429773.500000 Penalty: 5258.700195
	Iteration 20F: 3 clusters Score -7429774 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -7429845.000000 Penalty: 5258.700195
	Iteration 21Q: 3 clusters Score -7429845 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -7429897.500000 Penalty: 5258.700195
	Iteration 22Q: 3 clusters Score -7429898 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -7429982.000000 Penalty: 5258.700195
	Iteration 23Q: 3 clusters Score -7429982 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -7430011.000000 Penalty: 5258.700195
	Iteration 24Q: 3 clusters Score -7430011 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -7430084.000000 Penalty: 5258.700195
	Iteration 25Q: 3 clusters Score -7430084 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -7430138.500000 Penalty: 5258.700195
	Iteration 26Q: 3 clusters Score -7430138 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -7430196.000000 Penalty: 5258.700195
	Iteration 27Q: 3 clusters Score -7430196 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -7430238.500000 Penalty: 5258.700195
	Iteration 28Q: 3 clusters Score -7430238 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -7430283.500000 Penalty: 5258.700195
	Iteration 29Q: 3 clusters Score -7430284 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 37382 members 
Entering Unmasked Estep 
Score: -7430313.000000 Penalty: 5258.700195
	Iteration 30Q: 3 clusters Score -7430313 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -7430345.500000 Penalty: 5258.700195
	Iteration 31Q: 3 clusters Score -7430346 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -7430355.500000 Penalty: 5258.700195
	Iteration 32Q: 3 clusters Score -7430356 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -7430378.500000 Penalty: 5258.700195
	Iteration 33Q: 3 clusters Score -7430378 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -7430380.000000 Penalty: 5258.700195
	Iteration 34Q: 3 clusters Score -7430380 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -7430397.500000 Penalty: 5258.700195
	Iteration 35Q: 3 clusters Score -7430398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -7430408.500000 Penalty: 5258.700195
	Iteration 36Q: 3 clusters Score -7430408 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -7430417.000000 Penalty: 5258.700195
	Iteration 37Q: 3 clusters Score -7430417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -7430444.000000 Penalty: 5258.700195
	Iteration 38Q: 3 clusters Score -7430444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -7430429.000000 Penalty: 5258.700195
	Iteration 39Q: 3 clusters Score -7430429 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -7430438.500000 Penalty: 5258.700195
	Iteration 40F: 3 clusters Score -7430438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -7430437.000000 Penalty: 5258.700195
	Iteration 41Q: 3 clusters Score -7430437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -7430443.000000 Penalty: 5258.700195
	Iteration 42Q: 3 clusters Score -7430443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -7430444.500000 Penalty: 5258.700195
	Iteration 43Q: 3 clusters Score -7430444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -7430464.000000 Penalty: 5258.700195
	Iteration 44Q: 3 clusters Score -7430464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -7430462.000000 Penalty: 5258.700195
	Iteration 45Q: 3 clusters Score -7430462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -7430471.000000 Penalty: 5258.700195
	Iteration 46Q: 3 clusters Score -7430471 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -7430465.000000 Penalty: 5258.700195
	Iteration 47Q: 3 clusters Score -7430465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -7430478.000000 Penalty: 5258.700195
	Iteration 48Q: 3 clusters Score -7430478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -7430480.000000 Penalty: 5258.700195
	Iteration 49Q: 3 clusters Score -7430480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -7430485.000000 Penalty: 5258.700195
	Iteration 50Q: 3 clusters Score -7430485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -7430485.500000 Penalty: 5258.700195
	Iteration 51Q: 3 clusters Score -7430486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -7430489.500000 Penalty: 5258.700195
	Iteration 52Q: 3 clusters Score -7430490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -7430496.000000 Penalty: 5258.700195
	Iteration 53Q: 3 clusters Score -7430496 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -7430500.000000 Penalty: 5258.700195
	Iteration 54Q: 3 clusters Score -7430500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -7430504.500000 Penalty: 5258.700195
	Iteration 55Q: 3 clusters Score -7430504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -7430511.000000 Penalty: 5258.700195
	Iteration 56Q: 3 clusters Score -7430511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -7430518.500000 Penalty: 5258.700195
	Iteration 57Q: 3 clusters Score -7430518 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -7430513.500000 Penalty: 5258.700195
	Iteration 58Q: 3 clusters Score -7430514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -7430517.500000 Penalty: 5258.700195
	Iteration 59Q: 3 clusters Score -7430518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -7430518.000000 Penalty: 5258.700195
	Iteration 60F: 3 clusters Score -7430518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -7430526.500000 Penalty: 5258.700195
	Iteration 61Q: 3 clusters Score -7430526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -7430540.500000 Penalty: 5258.700195
	Iteration 62Q: 3 clusters Score -7430540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -7430548.000000 Penalty: 5258.700195
	Iteration 63Q: 3 clusters Score -7430548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -7430541.000000 Penalty: 5258.700195
	Iteration 64Q: 3 clusters Score -7430541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -7430535.000000 Penalty: 5258.700195
	Iteration 65Q: 3 clusters Score -7430535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -7430537.000000 Penalty: 5258.700195
	Iteration 66Q: 3 clusters Score -7430537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -7430552.000000 Penalty: 5258.700195
	Iteration 67Q: 3 clusters Score -7430552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -7430549.500000 Penalty: 5258.700195
	Iteration 68Q: 3 clusters Score -7430550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -7430549.500000 Penalty: 5258.700195
	Iteration 69Q: 3 clusters Score -7430550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -7430539.000000 Penalty: 5258.700195
	Iteration 70Q: 3 clusters Score -7430539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -7430544.500000 Penalty: 5258.700195
	Iteration 71Q: 3 clusters Score -7430544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -7430542.000000 Penalty: 5258.700195
	Iteration 72Q: 3 clusters Score -7430542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -7430548.500000 Penalty: 5258.700195
	Iteration 73Q: 3 clusters Score -7430548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -7430550.000000 Penalty: 5258.700195
	Iteration 74Q: 3 clusters Score -7430550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -7430549.500000 Penalty: 5258.700195
	Iteration 75Q: 3 clusters Score -7430550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -7430551.500000 Penalty: 5258.700195
	Iteration 76Q: 3 clusters Score -7430552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -7430559.500000 Penalty: 5258.700195
	Iteration 77Q: 3 clusters Score -7430560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -7430546.500000 Penalty: 5258.700195
	Iteration 78Q: 3 clusters Score -7430546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -7430546.000000 Penalty: 5258.700195
	Iteration 79Q: 3 clusters Score -7430546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -7430544.000000 Penalty: 5258.700195
	Iteration 80F: 3 clusters Score -7430544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -7430544.000000 Penalty: 5258.700195
	Iteration 81Q: 3 clusters Score -7430544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -7430546.500000 Penalty: 5258.700195
	Iteration 82Q: 3 clusters Score -7430546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -7430548.000000 Penalty: 5258.700195
	Iteration 83Q: 3 clusters Score -7430548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -7430546.000000 Penalty: 5258.700195
	Iteration 84Q: 3 clusters Score -7430546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -7430549.500000 Penalty: 5258.700195
	Iteration 85Q: 3 clusters Score -7430550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -7430547.500000 Penalty: 5258.700195
	Iteration 86Q: 3 clusters Score -7430548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -7430548.000000 Penalty: 5258.700195
	Iteration 87Q: 3 clusters Score -7430548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -7430547.500000 Penalty: 5258.700195
	Iteration 88Q: 3 clusters Score -7430548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7430550.500000 Penalty: 5258.700195
	Iteration 89Q: 3 clusters Score -7430550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7430550.500000 Penalty: 5258.700195
	Iteration 90F: 3 clusters Score -7430550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -160309.578125 Penalty: 1715.099365
	Iteration 0F: 2 clusters Score -160309.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -158368.375000 Penalty: 3430.198730
	Iteration 0F: 3 clusters Score -158368.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -158706.468750 Penalty: 3430.198730
	Iteration 1F: 3 clusters Score -158706.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -158831.562500 Penalty: 3430.198730
	Iteration 2F: 3 clusters Score -158831.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -158931.109375 Penalty: 3430.198730
	Iteration 3F: 3 clusters Score -158931.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -158990.578125 Penalty: 3430.198730
	Iteration 4Q: 3 clusters Score -158990.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -159036.000000 Penalty: 3430.198730
	Iteration 5Q: 3 clusters Score -159036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -159070.828125 Penalty: 3430.198730
	Iteration 6Q: 3 clusters Score -159070.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -159095.562500 Penalty: 3430.198730
	Iteration 7Q: 3 clusters Score -159095.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -159109.218750 Penalty: 3430.198730
	Iteration 8Q: 3 clusters Score -159109.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -159117.234375 Penalty: 3430.198730
	Iteration 9Q: 3 clusters Score -159117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -159120.578125 Penalty: 3430.198730
	Iteration 10Q: 3 clusters Score -159120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -159133.421875 Penalty: 3430.198730
	Iteration 11Q: 3 clusters Score -159133.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -159139.843750 Penalty: 3430.198730
	Iteration 12Q: 3 clusters Score -159139.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -159142.203125 Penalty: 3430.198730
	Iteration 13Q: 3 clusters Score -159142.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -159143.609375 Penalty: 3430.198730
	Iteration 14Q: 3 clusters Score -159143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -159146.187500 Penalty: 3430.198730
	Iteration 15Q: 3 clusters Score -159146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -159150.578125 Penalty: 3430.198730
	Iteration 16Q: 3 clusters Score -159150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -159156.234375 Penalty: 3430.198730
	Iteration 17Q: 3 clusters Score -159156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -159162.890625 Penalty: 3430.198730
	Iteration 18Q: 3 clusters Score -159162.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -159170.859375 Penalty: 3430.198730
	Iteration 19Q: 3 clusters Score -159170.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -159181.703125 Penalty: 3430.198730
	Iteration 20F: 3 clusters Score -159181.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -159190.375000 Penalty: 3430.198730
	Iteration 21Q: 3 clusters Score -159190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -159193.718750 Penalty: 3430.198730
	Iteration 22Q: 3 clusters Score -159193.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -159195.171875 Penalty: 3430.198730
	Iteration 23Q: 3 clusters Score -159195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -159195.921875 Penalty: 3430.198730
	Iteration 24Q: 3 clusters Score -159195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -159197.828125 Penalty: 3430.198730
	Iteration 25Q: 3 clusters Score -159197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -159199.484375 Penalty: 3430.198730
	Iteration 26Q: 3 clusters Score -159199.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -159199.484375 Penalty: 3430.198730
	Iteration 27F: 3 clusters Score -159199.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (45055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Entering Unmasked Estep 
Score: -8349803.500000 Penalty: 2657.478516
	Iteration 0F: 2 clusters Score -8349804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -8320457.500000 Penalty: 5314.957031
	Iteration 0F: 3 clusters Score -8320458 nChanged 20702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -8331764.500000 Penalty: 5314.957031
	Iteration 1F: 3 clusters Score -8331764 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -8332429.000000 Penalty: 5314.957031
	Iteration 2Q: 3 clusters Score -8332429 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -8333023.000000 Penalty: 5314.957031
	Iteration 3Q: 3 clusters Score -8333023 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -8333908.000000 Penalty: 5314.957031
	Iteration 4Q: 3 clusters Score -8333908 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -8334959.000000 Penalty: 5314.957031
	Iteration 5Q: 3 clusters Score -8334959 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -8336358.500000 Penalty: 5314.957031
	Iteration 6Q: 3 clusters Score -8336358 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -8338164.500000 Penalty: 5314.957031
	Iteration 7F: 3 clusters Score -8338164 nChanged 2495
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8342267 nChanged 1200
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Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 14616 members 
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Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 12937 members 
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Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 12040 members 
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	Iteration 21Q: 3 clusters Score -8344578 nChanged 577
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Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 11597 members 
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Mstep: Class 2 contains 11114 members 
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Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 10214 members 
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Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8345431 nChanged 477
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Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8345580 nChanged 430
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Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8552 members 
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Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 8188 members 
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Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 7870 members 
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Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 7556 members 
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Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38317 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 6475 members 
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Mstep: Class 2 contains 6217 members 
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Mstep: Class 1 contains 39078 members 
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Mstep: Class 1 contains 39334 members 
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Mstep: Class 1 contains 39526 members 
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Mstep: Class 1 contains 40091 members 
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Mstep: Class 1 contains 40268 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40966 members 
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Mstep: Class 1 contains 41120 members 
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Mstep: Class 1 contains 42813 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8347666 nChanged 6
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	Iteration 80F: 3 clusters Score -8347669 nChanged 4
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Score: -8347689.500000 Penalty: 5314.957031
	Iteration 99Q: 3 clusters Score -8347690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8347686.500000 Penalty: 5314.957031
	Iteration 100F: 3 clusters Score -8347686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8347688.000000 Penalty: 5314.957031
	Iteration 101Q: 3 clusters Score -8347688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8347693.000000 Penalty: 5314.957031
	Iteration 102Q: 3 clusters Score -8347693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -8347692.000000 Penalty: 5314.957031
	Iteration 103Q: 3 clusters Score -8347692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8347694.500000 Penalty: 5314.957031
	Iteration 104Q: 3 clusters Score -8347694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8347694.000000 Penalty: 5314.957031
	Iteration 105Q: 3 clusters Score -8347694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8347692.000000 Penalty: 5314.957031
	Iteration 106Q: 3 clusters Score -8347692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8347687.500000 Penalty: 5314.957031
	Iteration 107Q: 3 clusters Score -8347688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8347694.000000 Penalty: 5314.957031
	Iteration 108Q: 3 clusters Score -8347694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8347694.000000 Penalty: 5314.957031
	Iteration 109F: 3 clusters Score -8347694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56117.789062 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56117.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54648.332031 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -54648.33 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54923.488281 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -54923.49 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55031.738281 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55031.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55135.375000 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -55135.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55209.894531 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55209.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55282.105469 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55282.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55291.417969 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -55291.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55296.062500 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -55296.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55296.062500 Penalty: 3078.461670
	Iteration 8F: 3 clusters Score -55296.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -48525.347656 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -48525.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47272.925781 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -47272.93 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47531.433594 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -47531.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47624.273438 Penalty: 2885.287109
	Iteration 2Q: 3 clusters Score -47624.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -47700.953125 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -47700.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -47762.285156 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -47762.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47830.609375 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -47830.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47850.828125 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -47850.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47863.660156 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -47863.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47869.433594 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -47869.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47881.492188 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -47881.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47881.492188 Penalty: 2885.287109
	Iteration 10F: 3 clusters Score -47881.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 42317 members 
Mstep: Class 3 contains 47016 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46200 members 
Mstep: Class 7 contains 42453 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42350 members 
Mstep: Class 11 contains 49773 members 
Mstep: Class 12 contains 43925 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46408 members 
Mstep: Class 16 contains 42642 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42348 members 
Mstep: Class 19 contains 26407 members 
Mstep: Class 20 contains 40615 members 
Mstep: Class 21 contains 43442 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40224 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45055 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940256.000000 Penalty: 90108.015625
Iteration 439Q: 28 clusters Score -1.269403e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 42318 members 
Mstep: Class 3 contains 47008 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46216 members 
Mstep: Class 7 contains 42452 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42344 members 
Mstep: Class 11 contains 49771 members 
Mstep: Class 12 contains 43925 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46393 members 
Mstep: Class 16 contains 42639 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42355 members 
Mstep: Class 19 contains 26402 members 
Mstep: Class 20 contains 40623 members 
Mstep: Class 21 contains 43437 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40242 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45044 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940424.000000 Penalty: 90108.015625
Iteration 440F: 28 clusters Score -1.269404e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 42313 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46230 members 
Mstep: Class 7 contains 42450 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42348 members 
Mstep: Class 11 contains 49756 members 
Mstep: Class 12 contains 43909 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46391 members 
Mstep: Class 16 contains 42633 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42368 members 
Mstep: Class 19 contains 26400 members 
Mstep: Class 20 contains 40623 members 
Mstep: Class 21 contains 43430 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40257 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45036 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940336.000000 Penalty: 90108.015625
Iteration 441Q: 28 clusters Score -1.269403e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 42319 members 
Mstep: Class 3 contains 46998 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46227 members 
Mstep: Class 7 contains 42446 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42335 members 
Mstep: Class 11 contains 49751 members 
Mstep: Class 12 contains 43909 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46397 members 
Mstep: Class 16 contains 42653 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42387 members 
Mstep: Class 19 contains 26396 members 
Mstep: Class 20 contains 40620 members 
Mstep: Class 21 contains 43420 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40267 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45021 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940216.000000 Penalty: 90108.015625
Iteration 442Q: 28 clusters Score -1.269402e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 42320 members 
Mstep: Class 3 contains 46992 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46225 members 
Mstep: Class 7 contains 42440 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42331 members 
Mstep: Class 11 contains 49753 members 
Mstep: Class 12 contains 43906 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46395 members 
Mstep: Class 16 contains 42653 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42393 members 
Mstep: Class 19 contains 26396 members 
Mstep: Class 20 contains 40620 members 
Mstep: Class 21 contains 43416 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40269 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45024 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940192.000000 Penalty: 90108.015625
Iteration 443Q: 28 clusters Score -1.269402e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 42323 members 
Mstep: Class 3 contains 47002 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46233 members 
Mstep: Class 7 contains 42438 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42324 members 
Mstep: Class 11 contains 49753 members 
Mstep: Class 12 contains 43893 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46385 members 
Mstep: Class 16 contains 42655 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42390 members 
Mstep: Class 19 contains 26395 members 
Mstep: Class 20 contains 40630 members 
Mstep: Class 21 contains 43407 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40289 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45022 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940048.000000 Penalty: 90108.015625
Iteration 444Q: 28 clusters Score -1.2694e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 42327 members 
Mstep: Class 3 contains 47003 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46241 members 
Mstep: Class 7 contains 42439 members 
Mstep: Class 8 contains 4154 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42318 members 
Mstep: Class 11 contains 49756 members 
Mstep: Class 12 contains 43878 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46382 members 
Mstep: Class 16 contains 42645 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42387 members 
Mstep: Class 19 contains 26396 members 
Mstep: Class 20 contains 40640 members 
Mstep: Class 21 contains 43412 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40304 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45020 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939944.000000 Penalty: 90108.015625
Iteration 445Q: 28 clusters Score -1.269399e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 42311 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2346 members 
Mstep: Class 6 contains 46250 members 
Mstep: Class 7 contains 42439 members 
Mstep: Class 8 contains 4156 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42304 members 
Mstep: Class 11 contains 49754 members 
Mstep: Class 12 contains 43872 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46395 members 
Mstep: Class 16 contains 42629 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42389 members 
Mstep: Class 19 contains 26397 members 
Mstep: Class 20 contains 40637 members 
Mstep: Class 21 contains 43406 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40328 members 
Mstep: Class 24 contains 1008 members 
Mstep: Class 25 contains 45018 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939824.000000 Penalty: 90108.015625
Iteration 446Q: 28 clusters Score -1.269398e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 47003 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46262 members 
Mstep: Class 7 contains 42435 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42280 members 
Mstep: Class 11 contains 49747 members 
Mstep: Class 12 contains 43881 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46405 members 
Mstep: Class 16 contains 42621 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42371 members 
Mstep: Class 19 contains 26396 members 
Mstep: Class 20 contains 40640 members 
Mstep: Class 21 contains 43400 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40355 members 
Mstep: Class 24 contains 1007 members 
Mstep: Class 25 contains 45028 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939816.000000 Penalty: 90108.015625
Iteration 447Q: 28 clusters Score -1.269398e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 42295 members 
Mstep: Class 3 contains 47005 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46257 members 
Mstep: Class 7 contains 42426 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42270 members 
Mstep: Class 11 contains 49757 members 
Mstep: Class 12 contains 43887 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46418 members 
Mstep: Class 16 contains 42614 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42360 members 
Mstep: Class 19 contains 26391 members 
Mstep: Class 20 contains 40639 members 
Mstep: Class 21 contains 43398 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40381 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45016 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939768.000000 Penalty: 90108.015625
Iteration 448Q: 28 clusters Score -1.269398e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 47007 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46263 members 
Mstep: Class 7 contains 42422 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42269 members 
Mstep: Class 11 contains 49757 members 
Mstep: Class 12 contains 43889 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 819 members 
Mstep: Class 15 contains 46406 members 
Mstep: Class 16 contains 42607 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42357 members 
Mstep: Class 19 contains 26388 members 
Mstep: Class 20 contains 40641 members 
Mstep: Class 21 contains 43391 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40386 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45023 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939840.000000 Penalty: 90108.015625
Iteration 449Q: 28 clusters Score -1.269398e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 42311 members 
Mstep: Class 3 contains 47011 members 
Mstep: Class 4 contains 1163 members 
Mstep: Class 5 contains 2348 members 
Mstep: Class 6 contains 46267 members 
Mstep: Class 7 contains 42419 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42269 members 
Mstep: Class 11 contains 49753 members 
Mstep: Class 12 contains 43906 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46409 members 
Mstep: Class 16 contains 42596 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42357 members 
Mstep: Class 19 contains 26387 members 
Mstep: Class 20 contains 40640 members 
Mstep: Class 21 contains 43384 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40401 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45009 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939912.000000 Penalty: 90108.015625
Iteration 450Q: 28 clusters Score -1.269399e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 42320 members 
Mstep: Class 3 contains 47014 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46263 members 
Mstep: Class 7 contains 42406 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42270 members 
Mstep: Class 11 contains 49753 members 
Mstep: Class 12 contains 43903 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46405 members 
Mstep: Class 16 contains 42585 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42360 members 
Mstep: Class 19 contains 26385 members 
Mstep: Class 20 contains 40639 members 
Mstep: Class 21 contains 43368 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40415 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45026 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940096.000000 Penalty: 90108.015625
Iteration 451Q: 28 clusters Score -1.269401e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 42319 members 
Mstep: Class 3 contains 47017 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46262 members 
Mstep: Class 7 contains 42401 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42281 members 
Mstep: Class 11 contains 49760 members 
Mstep: Class 12 contains 43906 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46391 members 
Mstep: Class 16 contains 42570 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42371 members 
Mstep: Class 19 contains 26386 members 
Mstep: Class 20 contains 40636 members 
Mstep: Class 21 contains 43350 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40421 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45037 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939984.000000 Penalty: 90108.015625
Iteration 452Q: 28 clusters Score -1.2694e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 42320 members 
Mstep: Class 3 contains 47017 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46257 members 
Mstep: Class 7 contains 42408 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42282 members 
Mstep: Class 11 contains 49751 members 
Mstep: Class 12 contains 43899 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46390 members 
Mstep: Class 16 contains 42562 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42384 members 
Mstep: Class 19 contains 26385 members 
Mstep: Class 20 contains 40629 members 
Mstep: Class 21 contains 43328 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40446 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45044 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940008.000000 Penalty: 90108.015625
Iteration 453Q: 28 clusters Score -1.2694e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 42319 members 
Mstep: Class 3 contains 47015 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46260 members 
Mstep: Class 7 contains 42416 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42287 members 
Mstep: Class 11 contains 49752 members 
Mstep: Class 12 contains 43899 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46374 members 
Mstep: Class 16 contains 42558 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42397 members 
Mstep: Class 19 contains 26379 members 
Mstep: Class 20 contains 40622 members 
Mstep: Class 21 contains 43316 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40462 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45050 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940080.000000 Penalty: 90108.015625
Iteration 454Q: 28 clusters Score -1.269401e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 42317 members 
Mstep: Class 3 contains 47011 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46246 members 
Mstep: Class 7 contains 42423 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42297 members 
Mstep: Class 11 contains 49762 members 
Mstep: Class 12 contains 43897 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46378 members 
Mstep: Class 16 contains 42557 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42399 members 
Mstep: Class 19 contains 26375 members 
Mstep: Class 20 contains 40619 members 
Mstep: Class 21 contains 43310 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40475 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45039 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940184.000000 Penalty: 90108.015625
Iteration 455Q: 28 clusters Score -1.269402e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 47010 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46244 members 
Mstep: Class 7 contains 42430 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42302 members 
Mstep: Class 11 contains 49759 members 
Mstep: Class 12 contains 43901 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46366 members 
Mstep: Class 16 contains 42548 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42402 members 
Mstep: Class 19 contains 26376 members 
Mstep: Class 20 contains 40623 members 
Mstep: Class 21 contains 43310 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40483 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45034 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940128.000000 Penalty: 90108.015625
Iteration 456Q: 28 clusters Score -1.269401e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 42309 members 
Mstep: Class 3 contains 47011 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46240 members 
Mstep: Class 7 contains 42436 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42307 members 
Mstep: Class 11 contains 49772 members 
Mstep: Class 12 contains 43904 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46361 members 
Mstep: Class 16 contains 42543 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42409 members 
Mstep: Class 19 contains 26375 members 
Mstep: Class 20 contains 40612 members 
Mstep: Class 21 contains 43304 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40493 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45026 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940016.000000 Penalty: 90108.015625
Iteration 457Q: 28 clusters Score -1.2694e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45572 members 
Mstep: Class 2 contains 42313 members 
Mstep: Class 3 contains 47006 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46257 members 
Mstep: Class 7 contains 42452 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42317 members 
Mstep: Class 11 contains 49767 members 
Mstep: Class 12 contains 43906 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46351 members 
Mstep: Class 16 contains 42536 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42421 members 
Mstep: Class 19 contains 26371 members 
Mstep: Class 20 contains 40595 members 
Mstep: Class 21 contains 43290 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40506 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45012 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940096.000000 Penalty: 90108.015625
Iteration 458Q: 28 clusters Score -1.269401e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 42307 members 
Mstep: Class 3 contains 47002 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46241 members 
Mstep: Class 7 contains 42460 members 
Mstep: Class 8 contains 4167 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42323 members 
Mstep: Class 11 contains 49785 members 
Mstep: Class 12 contains 43909 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46357 members 
Mstep: Class 16 contains 42534 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42425 members 
Mstep: Class 19 contains 26368 members 
Mstep: Class 20 contains 40573 members 
Mstep: Class 21 contains 43292 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40504 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45021 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940240.000000 Penalty: 90108.015625
Iteration 459Q: 28 clusters Score -1.269402e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 42308 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46228 members 
Mstep: Class 7 contains 42460 members 
Mstep: Class 8 contains 4169 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42324 members 
Mstep: Class 11 contains 49797 members 
Mstep: Class 12 contains 43915 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46361 members 
Mstep: Class 16 contains 42531 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42428 members 
Mstep: Class 19 contains 26366 members 
Mstep: Class 20 contains 40565 members 
Mstep: Class 21 contains 43300 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40501 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45017 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940176.000000 Penalty: 90108.015625
Iteration 460F: 28 clusters Score -1.269402e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 42301 members 
Mstep: Class 3 contains 46996 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46238 members 
Mstep: Class 7 contains 42462 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42332 members 
Mstep: Class 11 contains 49813 members 
Mstep: Class 12 contains 43913 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46351 members 
Mstep: Class 16 contains 42538 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42433 members 
Mstep: Class 19 contains 26366 members 
Mstep: Class 20 contains 40548 members 
Mstep: Class 21 contains 43302 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40493 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45018 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940184.000000 Penalty: 90108.015625
Iteration 461Q: 28 clusters Score -1.269402e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 42299 members 
Mstep: Class 3 contains 46990 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46242 members 
Mstep: Class 7 contains 42457 members 
Mstep: Class 8 contains 4166 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42341 members 
Mstep: Class 11 contains 49811 members 
Mstep: Class 12 contains 43914 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46341 members 
Mstep: Class 16 contains 42539 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42436 members 
Mstep: Class 19 contains 26365 members 
Mstep: Class 20 contains 40531 members 
Mstep: Class 21 contains 43305 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40500 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45023 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940096.000000 Penalty: 90108.015625
Iteration 462Q: 28 clusters Score -1.269401e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45579 members 
Mstep: Class 2 contains 42301 members 
Mstep: Class 3 contains 46984 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46248 members 
Mstep: Class 7 contains 42444 members 
Mstep: Class 8 contains 4166 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42340 members 
Mstep: Class 11 contains 49812 members 
Mstep: Class 12 contains 43930 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46338 members 
Mstep: Class 16 contains 42547 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42438 members 
Mstep: Class 19 contains 26365 members 
Mstep: Class 20 contains 40517 members 
Mstep: Class 21 contains 43310 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40498 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45020 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940048.000000 Penalty: 90108.015625
Iteration 463Q: 28 clusters Score -1.2694e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 42301 members 
Mstep: Class 3 contains 46984 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46258 members 
Mstep: Class 7 contains 42445 members 
Mstep: Class 8 contains 4166 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42346 members 
Mstep: Class 11 contains 49804 members 
Mstep: Class 12 contains 43945 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46338 members 
Mstep: Class 16 contains 42537 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42455 members 
Mstep: Class 19 contains 26363 members 
Mstep: Class 20 contains 40505 members 
Mstep: Class 21 contains 43298 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40494 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45011 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940080.000000 Penalty: 90108.015625
Iteration 464Q: 28 clusters Score -1.269401e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 42295 members 
Mstep: Class 3 contains 46979 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46259 members 
Mstep: Class 7 contains 42454 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42342 members 
Mstep: Class 11 contains 49800 members 
Mstep: Class 12 contains 43968 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46350 members 
Mstep: Class 16 contains 42534 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42451 members 
Mstep: Class 19 contains 26359 members 
Mstep: Class 20 contains 40499 members 
Mstep: Class 21 contains 43290 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40485 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45000 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940128.000000 Penalty: 90108.015625
Iteration 465Q: 28 clusters Score -1.269401e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 42290 members 
Mstep: Class 3 contains 46974 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46271 members 
Mstep: Class 7 contains 42437 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42349 members 
Mstep: Class 11 contains 49802 members 
Mstep: Class 12 contains 43982 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46351 members 
Mstep: Class 16 contains 42531 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42462 members 
Mstep: Class 19 contains 26360 members 
Mstep: Class 20 contains 40479 members 
Mstep: Class 21 contains 43281 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40485 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45001 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940208.000000 Penalty: 90108.015625
Iteration 466Q: 28 clusters Score -1.269402e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 42282 members 
Mstep: Class 3 contains 46963 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46278 members 
Mstep: Class 7 contains 42427 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42346 members 
Mstep: Class 11 contains 49814 members 
Mstep: Class 12 contains 43983 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46373 members 
Mstep: Class 16 contains 42535 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42454 members 
Mstep: Class 19 contains 26362 members 
Mstep: Class 20 contains 40467 members 
Mstep: Class 21 contains 43265 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40491 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44999 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940184.000000 Penalty: 90108.015625
Iteration 467Q: 28 clusters Score -1.269402e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 42278 members 
Mstep: Class 3 contains 46962 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46271 members 
Mstep: Class 7 contains 42425 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42357 members 
Mstep: Class 11 contains 49814 members 
Mstep: Class 12 contains 43986 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46383 members 
Mstep: Class 16 contains 42538 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42465 members 
Mstep: Class 19 contains 26359 members 
Mstep: Class 20 contains 40451 members 
Mstep: Class 21 contains 43249 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40499 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44990 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940112.000000 Penalty: 90108.015625
Iteration 468Q: 28 clusters Score -1.269401e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 42274 members 
Mstep: Class 3 contains 46960 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46262 members 
Mstep: Class 7 contains 42431 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42358 members 
Mstep: Class 11 contains 49808 members 
Mstep: Class 12 contains 43984 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46396 members 
Mstep: Class 16 contains 42549 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42471 members 
Mstep: Class 19 contains 26355 members 
Mstep: Class 20 contains 40436 members 
Mstep: Class 21 contains 43241 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40502 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44982 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940152.000000 Penalty: 90108.015625
Iteration 469Q: 28 clusters Score -1.269402e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 42276 members 
Mstep: Class 3 contains 46960 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46254 members 
Mstep: Class 7 contains 42434 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42357 members 
Mstep: Class 11 contains 49791 members 
Mstep: Class 12 contains 43984 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46404 members 
Mstep: Class 16 contains 42565 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42481 members 
Mstep: Class 19 contains 26354 members 
Mstep: Class 20 contains 40427 members 
Mstep: Class 21 contains 43235 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40489 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44979 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940176.000000 Penalty: 90108.015625
Iteration 470Q: 28 clusters Score -1.269402e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 42277 members 
Mstep: Class 3 contains 46960 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46245 members 
Mstep: Class 7 contains 42427 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42360 members 
Mstep: Class 11 contains 49796 members 
Mstep: Class 12 contains 43984 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46411 members 
Mstep: Class 16 contains 42582 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42490 members 
Mstep: Class 19 contains 26352 members 
Mstep: Class 20 contains 40416 members 
Mstep: Class 21 contains 43224 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40487 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44963 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940216.000000 Penalty: 90108.015625
Iteration 471Q: 28 clusters Score -1.269402e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 42285 members 
Mstep: Class 3 contains 46963 members 
Mstep: Class 4 contains 1164 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46255 members 
Mstep: Class 7 contains 42432 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42354 members 
Mstep: Class 11 contains 49785 members 
Mstep: Class 12 contains 43985 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46416 members 
Mstep: Class 16 contains 42596 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42498 members 
Mstep: Class 19 contains 26348 members 
Mstep: Class 20 contains 40389 members 
Mstep: Class 21 contains 43211 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40478 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44967 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940320.000000 Penalty: 90108.015625
Iteration 472Q: 28 clusters Score -1.269403e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 42288 members 
Mstep: Class 3 contains 46958 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46254 members 
Mstep: Class 7 contains 42433 members 
Mstep: Class 8 contains 4165 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42353 members 
Mstep: Class 11 contains 49790 members 
Mstep: Class 12 contains 43967 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46418 members 
Mstep: Class 16 contains 42595 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42508 members 
Mstep: Class 19 contains 26347 members 
Mstep: Class 20 contains 40378 members 
Mstep: Class 21 contains 43210 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40478 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44973 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940264.000000 Penalty: 90108.015625
Iteration 473Q: 28 clusters Score -1.269403e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45730 members 
Mstep: Class 2 contains 42282 members 
Mstep: Class 3 contains 46957 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46243 members 
Mstep: Class 7 contains 42436 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42349 members 
Mstep: Class 11 contains 49801 members 
Mstep: Class 12 contains 43970 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46425 members 
Mstep: Class 16 contains 42592 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42507 members 
Mstep: Class 19 contains 26346 members 
Mstep: Class 20 contains 40374 members 
Mstep: Class 21 contains 43214 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40478 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44970 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940504.000000 Penalty: 90108.015625
Iteration 474Q: 28 clusters Score -1.269405e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 42278 members 
Mstep: Class 3 contains 46957 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46243 members 
Mstep: Class 7 contains 42438 members 
Mstep: Class 8 contains 4163 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42363 members 
Mstep: Class 11 contains 49795 members 
Mstep: Class 12 contains 43975 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46422 members 
Mstep: Class 16 contains 42586 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42509 members 
Mstep: Class 19 contains 26345 members 
Mstep: Class 20 contains 40360 members 
Mstep: Class 21 contains 43208 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40493 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44969 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940464.000000 Penalty: 90108.015625
Iteration 475Q: 28 clusters Score -1.269405e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 42268 members 
Mstep: Class 3 contains 46958 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46258 members 
Mstep: Class 7 contains 42436 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42370 members 
Mstep: Class 11 contains 49788 members 
Mstep: Class 12 contains 43979 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46421 members 
Mstep: Class 16 contains 42594 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42508 members 
Mstep: Class 19 contains 26345 members 
Mstep: Class 20 contains 40339 members 
Mstep: Class 21 contains 43191 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40508 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44979 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940416.000000 Penalty: 90108.015625
Iteration 476Q: 28 clusters Score -1.269404e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 42266 members 
Mstep: Class 3 contains 46956 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46262 members 
Mstep: Class 7 contains 42444 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42378 members 
Mstep: Class 11 contains 49783 members 
Mstep: Class 12 contains 43981 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46417 members 
Mstep: Class 16 contains 42604 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42520 members 
Mstep: Class 19 contains 26344 members 
Mstep: Class 20 contains 40323 members 
Mstep: Class 21 contains 43177 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40512 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44972 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940408.000000 Penalty: 90108.015625
Iteration 477Q: 28 clusters Score -1.269404e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 42269 members 
Mstep: Class 3 contains 46957 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46258 members 
Mstep: Class 7 contains 42446 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42392 members 
Mstep: Class 11 contains 49784 members 
Mstep: Class 12 contains 43980 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46409 members 
Mstep: Class 16 contains 42613 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42520 members 
Mstep: Class 19 contains 26346 members 
Mstep: Class 20 contains 40298 members 
Mstep: Class 21 contains 43170 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40518 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44968 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940496.000000 Penalty: 90108.015625
Iteration 478Q: 28 clusters Score -1.269405e+08 nChanged 373
Entering ConstructFrom: 
Score: -126940496.000000 Penalty: 90108.015625
Entering ConstructFrom: 
Trying to split cluster 1 (45760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Entering Unmasked Estep 
Score: -8500892.000000 Penalty: 2661.329102
	Iteration 0F: 2 clusters Score -8500892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8471528.000000 Penalty: 5322.658203
	Iteration 0F: 3 clusters Score -8471528 nChanged 21056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -8483086.000000 Penalty: 5322.658203
	Iteration 1F: 3 clusters Score -8483086 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -8483797.000000 Penalty: 5322.658203
	Iteration 2Q: 3 clusters Score -8483797 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -8484581.000000 Penalty: 5322.658203
	Iteration 3Q: 3 clusters Score -8484581 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -8485671.000000 Penalty: 5322.658203
	Iteration 4Q: 3 clusters Score -8485671 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -8487225.000000 Penalty: 5322.658203
	Iteration 5F: 3 clusters Score -8487225 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -8489369.000000 Penalty: 5322.658203
	Iteration 6F: 3 clusters Score -8489369 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -8491937.000000 Penalty: 5322.658203
	Iteration 7F: 3 clusters Score -8491937 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -8494399.000000 Penalty: 5322.658203
	Iteration 8F: 3 clusters Score -8494399 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -8496382.000000 Penalty: 5322.658203
	Iteration 9F: 3 clusters Score -8496382 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -8497533.000000 Penalty: 5322.658203
	Iteration 10Q: 3 clusters Score -8497533 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -8498063.000000 Penalty: 5322.658203
	Iteration 11Q: 3 clusters Score -8498063 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -8498270.000000 Penalty: 5322.658203
	Iteration 12Q: 3 clusters Score -8498270 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -8498440.000000 Penalty: 5322.658203
	Iteration 13Q: 3 clusters Score -8498440 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -8498513.000000 Penalty: 5322.658203
	Iteration 14Q: 3 clusters Score -8498513 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -8498563.000000 Penalty: 5322.658203
	Iteration 15Q: 3 clusters Score -8498563 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -8498596.000000 Penalty: 5322.658203
	Iteration 16Q: 3 clusters Score -8498596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -8498630.000000 Penalty: 5322.658203
	Iteration 17Q: 3 clusters Score -8498630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -8498656.000000 Penalty: 5322.658203
	Iteration 18Q: 3 clusters Score -8498656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -8498681.000000 Penalty: 5322.658203
	Iteration 19Q: 3 clusters Score -8498681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -8498698.000000 Penalty: 5322.658203
	Iteration 20F: 3 clusters Score -8498698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -8498694.000000 Penalty: 5322.658203
	Iteration 21Q: 3 clusters Score -8498694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -8498702.000000 Penalty: 5322.658203
	Iteration 22Q: 3 clusters Score -8498702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -8498708.000000 Penalty: 5322.658203
	Iteration 23Q: 3 clusters Score -8498708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -8498711.000000 Penalty: 5322.658203
	Iteration 24Q: 3 clusters Score -8498711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8498707.000000 Penalty: 5322.658203
	Iteration 25Q: 3 clusters Score -8498707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -8498724.000000 Penalty: 5322.658203
	Iteration 26Q: 3 clusters Score -8498724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -8498729.000000 Penalty: 5322.658203
	Iteration 27Q: 3 clusters Score -8498729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -8498741.000000 Penalty: 5322.658203
	Iteration 28Q: 3 clusters Score -8498741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -8498742.000000 Penalty: 5322.658203
	Iteration 29Q: 3 clusters Score -8498742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -8498759.000000 Penalty: 5322.658203
	Iteration 30Q: 3 clusters Score -8498759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -8498757.000000 Penalty: 5322.658203
	Iteration 31Q: 3 clusters Score -8498757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -8498755.000000 Penalty: 5322.658203
	Iteration 32Q: 3 clusters Score -8498755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -8498754.000000 Penalty: 5322.658203
	Iteration 33Q: 3 clusters Score -8498754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8498764.000000 Penalty: 5322.658203
	Iteration 34Q: 3 clusters Score -8498764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -8498763.000000 Penalty: 5322.658203
	Iteration 35Q: 3 clusters Score -8498763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8498761.000000 Penalty: 5322.658203
	Iteration 36Q: 3 clusters Score -8498761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -8498762.000000 Penalty: 5322.658203
	Iteration 37Q: 3 clusters Score -8498762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -8498769.000000 Penalty: 5322.658203
	Iteration 38Q: 3 clusters Score -8498769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -8498769.000000 Penalty: 5322.658203
	Iteration 39Q: 3 clusters Score -8498769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -8498770.000000 Penalty: 5322.658203
	Iteration 40F: 3 clusters Score -8498770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Entering Unmasked Estep 
Score: -7819310.500000 Penalty: 2641.642822
	Iteration 0F: 2 clusters Score -7819310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -7790786.000000 Penalty: 5283.285645
	Iteration 0F: 3 clusters Score -7790786 nChanged 19472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -7801450.500000 Penalty: 5283.285645
	Iteration 1F: 3 clusters Score -7801450 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -7801984.500000 Penalty: 5283.285645
	Iteration 2Q: 3 clusters Score -7801984 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -7802581.000000 Penalty: 5283.285645
	Iteration 3Q: 3 clusters Score -7802581 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -7803413.500000 Penalty: 5283.285645
	Iteration 4Q: 3 clusters Score -7803414 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -7804516.500000 Penalty: 5283.285645
	Iteration 5Q: 3 clusters Score -7804516 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -7806049.000000 Penalty: 5283.285645
	Iteration 6F: 3 clusters Score -7806049 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -7808076.500000 Penalty: 5283.285645
	Iteration 7F: 3 clusters Score -7808076 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -7810632.000000 Penalty: 5283.285645
	Iteration 8F: 3 clusters Score -7810632 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -7813381.500000 Penalty: 5283.285645
	Iteration 9F: 3 clusters Score -7813382 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -7815412.000000 Penalty: 5283.285645
	Iteration 10F: 3 clusters Score -7815412 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -7816371.000000 Penalty: 5283.285645
	Iteration 11Q: 3 clusters Score -7816371 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -7816735.000000 Penalty: 5283.285645
	Iteration 12Q: 3 clusters Score -7816735 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -7816986.000000 Penalty: 5283.285645
	Iteration 13Q: 3 clusters Score -7816986 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -7817085.000000 Penalty: 5283.285645
	Iteration 14Q: 3 clusters Score -7817085 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -7817146.500000 Penalty: 5283.285645
	Iteration 15Q: 3 clusters Score -7817146 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -7817233.500000 Penalty: 5283.285645
	Iteration 16Q: 3 clusters Score -7817234 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -7817293.000000 Penalty: 5283.285645
	Iteration 17Q: 3 clusters Score -7817293 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -7817367.500000 Penalty: 5283.285645
	Iteration 18Q: 3 clusters Score -7817368 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -7817404.000000 Penalty: 5283.285645
	Iteration 19Q: 3 clusters Score -7817404 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -7817473.000000 Penalty: 5283.285645
	Iteration 20F: 3 clusters Score -7817473 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -7817511.500000 Penalty: 5283.285645
	Iteration 21Q: 3 clusters Score -7817512 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -7817519.500000 Penalty: 5283.285645
	Iteration 22Q: 3 clusters Score -7817520 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -7817555.000000 Penalty: 5283.285645
	Iteration 23Q: 3 clusters Score -7817555 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32796 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -7817564.000000 Penalty: 5283.285645
	Iteration 24Q: 3 clusters Score -7817564 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -7817577.500000 Penalty: 5283.285645
	Iteration 25Q: 3 clusters Score -7817578 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -7817617.000000 Penalty: 5283.285645
	Iteration 26Q: 3 clusters Score -7817617 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -7817612.000000 Penalty: 5283.285645
	Iteration 27Q: 3 clusters Score -7817612 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -7817618.500000 Penalty: 5283.285645
	Iteration 28Q: 3 clusters Score -7817618 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -7817631.000000 Penalty: 5283.285645
	Iteration 29Q: 3 clusters Score -7817631 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -7817647.500000 Penalty: 5283.285645
	Iteration 30Q: 3 clusters Score -7817648 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -7817667.500000 Penalty: 5283.285645
	Iteration 31Q: 3 clusters Score -7817668 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -7817708.000000 Penalty: 5283.285645
	Iteration 32Q: 3 clusters Score -7817708 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -7817713.500000 Penalty: 5283.285645
	Iteration 33Q: 3 clusters Score -7817714 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -7817719.000000 Penalty: 5283.285645
	Iteration 34Q: 3 clusters Score -7817719 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -7817757.000000 Penalty: 5283.285645
	Iteration 35Q: 3 clusters Score -7817757 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7817783 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34850 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7817820 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7817834 nChanged 103
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Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7817860 nChanged 97
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7817880 nChanged 103
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Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7817880 nChanged 68
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Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7817884 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7817888 nChanged 65
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7817899 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35726 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7817908 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35801 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7817943 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35879 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7817938 nChanged 57
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Mstep: Class 1 contains 35936 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7817938 nChanged 58
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Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7817946 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36047 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7817965 nChanged 58
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Mstep: Class 1 contains 36105 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7817968 nChanged 72
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Mstep: Class 1 contains 36177 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7817962 nChanged 68
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Mstep: Class 1 contains 36245 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7817949 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7817945 nChanged 34
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Mstep: Class 1 contains 36327 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7817959 nChanged 33
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Mstep: Class 1 contains 36358 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7817960 nChanged 33
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7817974 nChanged 34
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	Iteration 63Q: 3 clusters Score -7817985 nChanged 33
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7817975 nChanged 27
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	Iteration 65Q: 3 clusters Score -7817975 nChanged 30
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7817986 nChanged 26
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	Iteration 67Q: 3 clusters Score -7817980 nChanged 39
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	Iteration 68Q: 3 clusters Score -7817992 nChanged 36
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	Iteration 69Q: 3 clusters Score -7817998 nChanged 33
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Mstep: Class 1 contains 36643 members 
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	Iteration 70Q: 3 clusters Score -7818002 nChanged 44
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	Iteration 71Q: 3 clusters Score -7818005 nChanged 45
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	Iteration 72Q: 3 clusters Score -7818030 nChanged 56
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	Iteration 73Q: 3 clusters Score -7818034 nChanged 54
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	Iteration 74Q: 3 clusters Score -7818043 nChanged 57
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	Iteration 75Q: 3 clusters Score -7818042 nChanged 50
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Score: -7818048.000000 Penalty: 5283.285645
	Iteration 76Q: 3 clusters Score -7818048 nChanged 45
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	Iteration 77Q: 3 clusters Score -7818043 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37027 members 
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	Iteration 78Q: 3 clusters Score -7818056 nChanged 37
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	Iteration 79Q: 3 clusters Score -7818070 nChanged 44
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Mstep: Class 1 contains 37106 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7818067 nChanged 37
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Mstep: Class 1 contains 37143 members 
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	Iteration 81Q: 3 clusters Score -7818080 nChanged 39
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Mstep: Class 1 contains 37180 members 
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	Iteration 82Q: 3 clusters Score -7818092 nChanged 36
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Mstep: Class 1 contains 37216 members 
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	Iteration 83Q: 3 clusters Score -7818093 nChanged 42
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	Iteration 84Q: 3 clusters Score -7818091 nChanged 47
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	Iteration 85Q: 3 clusters Score -7818090 nChanged 53
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	Iteration 86Q: 3 clusters Score -7818108 nChanged 46
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	Iteration 87Q: 3 clusters Score -7818098 nChanged 41
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	Iteration 88Q: 3 clusters Score -7818101 nChanged 33
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	Iteration 89Q: 3 clusters Score -7818102 nChanged 33
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Score: -7818115.000000 Penalty: 5283.285645
	Iteration 90Q: 3 clusters Score -7818115 nChanged 25
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	Iteration 91Q: 3 clusters Score -7818112 nChanged 23
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Mstep: Class 1 contains 37553 members 
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	Iteration 92Q: 3 clusters Score -7818120 nChanged 26
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Mstep: Class 1 contains 37579 members 
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	Iteration 93Q: 3 clusters Score -7818121 nChanged 27
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	Iteration 94Q: 3 clusters Score -7818126 nChanged 35
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	Iteration 95Q: 3 clusters Score -7818122 nChanged 37
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	Iteration 96Q: 3 clusters Score -7818127 nChanged 28
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	Iteration 97Q: 3 clusters Score -7818121 nChanged 22
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	Iteration 98Q: 3 clusters Score -7818122 nChanged 23
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Entering Unmasked Estep 
Score: -7818148.500000 Penalty: 5283.285645
	Iteration 99Q: 3 clusters Score -7818148 nChanged 34
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Mstep: Class 1 contains 37783 members 
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Entering Unmasked Estep 
Score: -7818151.000000 Penalty: 5283.285645
	Iteration 100F: 3 clusters Score -7818151 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7818140.500000 Penalty: 5283.285645
	Iteration 101Q: 3 clusters Score -7818140 nChanged 21
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Mstep: Class 1 contains 37827 members 
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Entering Unmasked Estep 
Score: -7818154.000000 Penalty: 5283.285645
	Iteration 102Q: 3 clusters Score -7818154 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37848 members 
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Entering Unmasked Estep 
Score: -7818144.000000 Penalty: 5283.285645
	Iteration 103Q: 3 clusters Score -7818144 nChanged 21
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Mstep: Class 1 contains 37869 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7818155 nChanged 30
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7818146 nChanged 22
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Mstep: Class 1 contains 37921 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7818146 nChanged 36
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7818150 nChanged 33
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Mstep: Class 1 contains 37990 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7818145 nChanged 37
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Entering Unmasked Estep 
Score: -7818160.000000 Penalty: 5283.285645
	Iteration 109Q: 3 clusters Score -7818160 nChanged 40
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Mstep: Class 1 contains 38067 members 
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Entering Unmasked Estep 
Score: -7818174.000000 Penalty: 5283.285645
	Iteration 110Q: 3 clusters Score -7818174 nChanged 34
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Mstep: Class 1 contains 38101 members 
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Entering Unmasked Estep 
Score: -7818166.000000 Penalty: 5283.285645
	Iteration 111Q: 3 clusters Score -7818166 nChanged 29
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	Iteration 112Q: 3 clusters Score -7818156 nChanged 27
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Entering Unmasked Estep 
Score: -7818158.500000 Penalty: 5283.285645
	Iteration 113Q: 3 clusters Score -7818158 nChanged 24
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7818168 nChanged 21
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7818164 nChanged 18
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	Iteration 116Q: 3 clusters Score -7818162 nChanged 17
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7818158 nChanged 13
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Mstep: Class 1 contains 38250 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7818167 nChanged 26
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Mstep: Class 1 contains 38276 members 
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Entering Unmasked Estep 
Score: -7818170.500000 Penalty: 5283.285645
	Iteration 119Q: 3 clusters Score -7818170 nChanged 25
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7818161 nChanged 21
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Mstep: Class 1 contains 38322 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7818163 nChanged 16
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	Iteration 122Q: 3 clusters Score -7818158 nChanged 12
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Entering Unmasked Estep 
Score: -7818159.000000 Penalty: 5283.285645
	Iteration 123Q: 3 clusters Score -7818159 nChanged 8
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Entering Unmasked Estep 
Score: -7818152.000000 Penalty: 5283.285645
	Iteration 124Q: 3 clusters Score -7818152 nChanged 9
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	Iteration 125Q: 3 clusters Score -7818160 nChanged 8
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	Iteration 126Q: 3 clusters Score -7818161 nChanged 5
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	Iteration 127Q: 3 clusters Score -7818161 nChanged 5
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7818166 nChanged 7
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7818159 nChanged 5
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Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -7818159.500000 Penalty: 5283.285645
	Iteration 130Q: 3 clusters Score -7818160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -7818163.500000 Penalty: 5283.285645
	Iteration 131Q: 3 clusters Score -7818164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -7818163.500000 Penalty: 5283.285645
	Iteration 132F: 3 clusters Score -7818164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Entering Unmasked Estep 
Score: -8587801.000000 Penalty: 2667.717041
	Iteration 0F: 2 clusters Score -8587801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -8557423.000000 Penalty: 5335.434082
	Iteration 0F: 3 clusters Score -8557423 nChanged 21626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -8569134.000000 Penalty: 5335.434082
	Iteration 1F: 3 clusters Score -8569134 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -8569565.000000 Penalty: 5335.434082
	Iteration 2Q: 3 clusters Score -8569565 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -8569994.000000 Penalty: 5335.434082
	Iteration 3Q: 3 clusters Score -8569994 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -8570502.000000 Penalty: 5335.434082
	Iteration 4Q: 3 clusters Score -8570502 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -8571097.000000 Penalty: 5335.434082
	Iteration 5Q: 3 clusters Score -8571097 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -8571991.000000 Penalty: 5335.434082
	Iteration 6Q: 3 clusters Score -8571991 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -8573388.000000 Penalty: 5335.434082
	Iteration 7F: 3 clusters Score -8573388 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -8575554.000000 Penalty: 5335.434082
	Iteration 8F: 3 clusters Score -8575554 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -8578215.000000 Penalty: 5335.434082
	Iteration 9F: 3 clusters Score -8578215 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -8580985.000000 Penalty: 5335.434082
	Iteration 10F: 3 clusters Score -8580985 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -8583088.000000 Penalty: 5335.434082
	Iteration 11F: 3 clusters Score -8583088 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -8584310.000000 Penalty: 5335.434082
	Iteration 12Q: 3 clusters Score -8584310 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -8584978.000000 Penalty: 5335.434082
	Iteration 13Q: 3 clusters Score -8584978 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -8585291.000000 Penalty: 5335.434082
	Iteration 14Q: 3 clusters Score -8585291 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -8585414.000000 Penalty: 5335.434082
	Iteration 15Q: 3 clusters Score -8585414 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -8585477.000000 Penalty: 5335.434082
	Iteration 16Q: 3 clusters Score -8585477 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -8585511.000000 Penalty: 5335.434082
	Iteration 17Q: 3 clusters Score -8585511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -8585535.000000 Penalty: 5335.434082
	Iteration 18Q: 3 clusters Score -8585535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -8585545.000000 Penalty: 5335.434082
	Iteration 19Q: 3 clusters Score -8585545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -8585567.000000 Penalty: 5335.434082
	Iteration 20F: 3 clusters Score -8585567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -8585563.000000 Penalty: 5335.434082
	Iteration 21Q: 3 clusters Score -8585563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -8585564.000000 Penalty: 5335.434082
	Iteration 22Q: 3 clusters Score -8585564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -8585566.000000 Penalty: 5335.434082
	Iteration 23Q: 3 clusters Score -8585566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -8585565.000000 Penalty: 5335.434082
	Iteration 24Q: 3 clusters Score -8585565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -8585565.000000 Penalty: 5335.434082
	Iteration 25F: 3 clusters Score -8585565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Entering Unmasked Estep 
Score: -203521.828125 Penalty: 1750.998169
	Iteration 0F: 2 clusters Score -203521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -201562.375000 Penalty: 3501.996338
	Iteration 0F: 3 clusters Score -201562.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -202090.343750 Penalty: 3501.996338
	Iteration 1F: 3 clusters Score -202090.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -202614.953125 Penalty: 3501.996338
	Iteration 2F: 3 clusters Score -202615 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -203038.062500 Penalty: 3501.996338
	Iteration 3F: 3 clusters Score -203038.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -203281.312500 Penalty: 3501.996338
	Iteration 4F: 3 clusters Score -203281.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -203427.968750 Penalty: 3501.996338
	Iteration 5Q: 3 clusters Score -203428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -203473.578125 Penalty: 3501.996338
	Iteration 6Q: 3 clusters Score -203473.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -203511.421875 Penalty: 3501.996338
	Iteration 7Q: 3 clusters Score -203511.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -203540.406250 Penalty: 3501.996338
	Iteration 8Q: 3 clusters Score -203540.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -203567.578125 Penalty: 3501.996338
	Iteration 9Q: 3 clusters Score -203567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -203576.031250 Penalty: 3501.996338
	Iteration 10Q: 3 clusters Score -203576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -203577.625000 Penalty: 3501.996338
	Iteration 11Q: 3 clusters Score -203577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -203579.781250 Penalty: 3501.996338
	Iteration 12Q: 3 clusters Score -203579.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -203581.125000 Penalty: 3501.996338
	Iteration 13Q: 3 clusters Score -203581.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -203581.812500 Penalty: 3501.996338
	Iteration 14Q: 3 clusters Score -203581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -203581.812500 Penalty: 3501.996338
	Iteration 15F: 3 clusters Score -203581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 42268 members 
Mstep: Class 3 contains 46954 members 
Mstep: Class 4 contains 261 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46268 members 
Mstep: Class 7 contains 42445 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42395 members 
Mstep: Class 11 contains 49781 members 
Mstep: Class 12 contains 43976 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46405 members 
Mstep: Class 16 contains 42612 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42521 members 
Mstep: Class 19 contains 26350 members 
Mstep: Class 20 contains 40294 members 
Mstep: Class 21 contains 43159 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40515 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44973 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 904 members 
Entering Unmasked Estep 
Score: -126939016.000000 Penalty: 93445.343750
Splitting cluster 4 changes total score from -126940496.000000 to -126939016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -408018.968750 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -408019 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 1184 members 
Entering Unmasked Estep 
Score: -405173.718750 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -405173.7 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -405693.062500 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -405693.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -405832.093750 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -405832.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -405919.906250 Penalty: 3849.403076
	Iteration 3Q: 3 clusters Score -405919.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -405978.718750 Penalty: 3849.403076
	Iteration 4Q: 3 clusters Score -405978.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -406030.312500 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -406030.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -406063.968750 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -406064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -406103.750000 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -406103.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -406151.250000 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -406151.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -406195.781250 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -406195.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -406220.343750 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -406220.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -406243.250000 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -406243.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -406266.156250 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -406266.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -406283.718750 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -406283.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -406305.750000 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -406305.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -406323.562500 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -406323.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -406336.500000 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -406336.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -406344.000000 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -406344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -406348.937500 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -406348.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -406355.312500 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -406355.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -406358.843750 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -406358.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -406361.562500 Penalty: 3849.403076
	Iteration 21Q: 3 clusters Score -406361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -406362.875000 Penalty: 3849.403076
	Iteration 22Q: 3 clusters Score -406362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -406363.000000 Penalty: 3849.403076
	Iteration 23Q: 3 clusters Score -406363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -406365.937500 Penalty: 3849.403076
	Iteration 24Q: 3 clusters Score -406365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -406368.468750 Penalty: 3849.403076
	Iteration 25Q: 3 clusters Score -406368.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -406370.718750 Penalty: 3849.403076
	Iteration 26Q: 3 clusters Score -406370.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -406373.468750 Penalty: 3849.403076
	Iteration 27Q: 3 clusters Score -406373.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -406374.875000 Penalty: 3849.403076
	Iteration 28Q: 3 clusters Score -406374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -406375.406250 Penalty: 3849.403076
	Iteration 29Q: 3 clusters Score -406375.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -406377.406250 Penalty: 3849.403076
	Iteration 30Q: 3 clusters Score -406377.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -406381.187500 Penalty: 3849.403076
	Iteration 31Q: 3 clusters Score -406381.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -406384.125000 Penalty: 3849.403076
	Iteration 32Q: 3 clusters Score -406384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -406384.937500 Penalty: 3849.403076
	Iteration 33Q: 3 clusters Score -406384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -406386.031250 Penalty: 3849.403076
	Iteration 34Q: 3 clusters Score -406386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -406386.031250 Penalty: 3849.403076
	Iteration 35F: 3 clusters Score -406386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Entering Unmasked Estep 
Score: -8662918.000000 Penalty: 2664.066895
	Iteration 0F: 2 clusters Score -8662918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -8633927.000000 Penalty: 5328.133789
	Iteration 0F: 3 clusters Score -8633927 nChanged 21350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -8645620.000000 Penalty: 5328.133789
	Iteration 1F: 3 clusters Score -8645620 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -8646138.000000 Penalty: 5328.133789
	Iteration 2Q: 3 clusters Score -8646138 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -8646740.000000 Penalty: 5328.133789
	Iteration 3Q: 3 clusters Score -8646740 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -8647430.000000 Penalty: 5328.133789
	Iteration 4Q: 3 clusters Score -8647430 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -8648530.000000 Penalty: 5328.133789
	Iteration 5Q: 3 clusters Score -8648530 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -8650187.000000 Penalty: 5328.133789
	Iteration 6F: 3 clusters Score -8650187 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -8652446.000000 Penalty: 5328.133789
	Iteration 7F: 3 clusters Score -8652446 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -8655040.000000 Penalty: 5328.133789
	Iteration 8F: 3 clusters Score -8655040 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -8657372.000000 Penalty: 5328.133789
	Iteration 9F: 3 clusters Score -8657372 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -8659336.000000 Penalty: 5328.133789
	Iteration 10Q: 3 clusters Score -8659336 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 43965 members 
Entering Unmasked Estep 
Score: -8660292.000000 Penalty: 5328.133789
	Iteration 11Q: 3 clusters Score -8660292 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8660620.000000 Penalty: 5328.133789
	Iteration 12Q: 3 clusters Score -8660620 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -8660760.000000 Penalty: 5328.133789
	Iteration 13Q: 3 clusters Score -8660760 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -8660776.000000 Penalty: 5328.133789
	Iteration 14Q: 3 clusters Score -8660776 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -8660785.000000 Penalty: 5328.133789
	Iteration 15Q: 3 clusters Score -8660785 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -8660808.000000 Penalty: 5328.133789
	Iteration 16Q: 3 clusters Score -8660808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -8660812.000000 Penalty: 5328.133789
	Iteration 17Q: 3 clusters Score -8660812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -8660822.000000 Penalty: 5328.133789
	Iteration 18Q: 3 clusters Score -8660822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -8660835.000000 Penalty: 5328.133789
	Iteration 19Q: 3 clusters Score -8660835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -8660847.000000 Penalty: 5328.133789
	Iteration 20F: 3 clusters Score -8660847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -8660847.000000 Penalty: 5328.133789
	Iteration 21Q: 3 clusters Score -8660847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -8660844.000000 Penalty: 5328.133789
	Iteration 22Q: 3 clusters Score -8660844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -8660849.000000 Penalty: 5328.133789
	Iteration 23Q: 3 clusters Score -8660849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -8660861.000000 Penalty: 5328.133789
	Iteration 24Q: 3 clusters Score -8660861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -8660861.000000 Penalty: 5328.133789
	Iteration 25Q: 3 clusters Score -8660861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -8660857.000000 Penalty: 5328.133789
	Iteration 26Q: 3 clusters Score -8660857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -8660863.000000 Penalty: 5328.133789
	Iteration 27Q: 3 clusters Score -8660863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -8660866.000000 Penalty: 5328.133789
	Iteration 28Q: 3 clusters Score -8660866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -8660865.000000 Penalty: 5328.133789
	Iteration 29Q: 3 clusters Score -8660865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -8660865.000000 Penalty: 5328.133789
	Iteration 30F: 3 clusters Score -8660865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Entering Unmasked Estep 
Score: -7761591.500000 Penalty: 2642.679199
	Iteration 0F: 2 clusters Score -7761592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -7732826.500000 Penalty: 5285.358398
	Iteration 0F: 3 clusters Score -7732826 nChanged 19439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -7743508.000000 Penalty: 5285.358398
	Iteration 1F: 3 clusters Score -7743508 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -7743959.000000 Penalty: 5285.358398
	Iteration 2Q: 3 clusters Score -7743959 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -7744349.000000 Penalty: 5285.358398
	Iteration 3Q: 3 clusters Score -7744349 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -7744722.000000 Penalty: 5285.358398
	Iteration 4Q: 3 clusters Score -7744722 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -7745250.500000 Penalty: 5285.358398
	Iteration 5Q: 3 clusters Score -7745250 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -7746068.000000 Penalty: 5285.358398
	Iteration 6Q: 3 clusters Score -7746068 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -7747277.000000 Penalty: 5285.358398
	Iteration 7F: 3 clusters Score -7747277 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -7749178.000000 Penalty: 5285.358398
	Iteration 8F: 3 clusters Score -7749178 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -7751914.500000 Penalty: 5285.358398
	Iteration 9F: 3 clusters Score -7751914 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -7755092.000000 Penalty: 5285.358398
	Iteration 10F: 3 clusters Score -7755092 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7757339.000000 Penalty: 5285.358398
	Iteration 11F: 3 clusters Score -7757339 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7758511.500000 Penalty: 5285.358398
	Iteration 12Q: 3 clusters Score -7758512 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7758958.500000 Penalty: 5285.358398
	Iteration 13Q: 3 clusters Score -7758958 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7759089.000000 Penalty: 5285.358398
	Iteration 14Q: 3 clusters Score -7759089 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7759177.000000 Penalty: 5285.358398
	Iteration 15Q: 3 clusters Score -7759177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -7759210.500000 Penalty: 5285.358398
	Iteration 16Q: 3 clusters Score -7759210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -7759226.000000 Penalty: 5285.358398
	Iteration 17Q: 3 clusters Score -7759226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7759237.000000 Penalty: 5285.358398
	Iteration 18Q: 3 clusters Score -7759237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -7759253.500000 Penalty: 5285.358398
	Iteration 19Q: 3 clusters Score -7759254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7759260.000000 Penalty: 5285.358398
	Iteration 20F: 3 clusters Score -7759260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7759261.000000 Penalty: 5285.358398
	Iteration 21Q: 3 clusters Score -7759261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7759261.000000 Penalty: 5285.358398
	Iteration 22F: 3 clusters Score -7759261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Entering Unmasked Estep 
Score: -761929.187500 Penalty: 2066.770264
	Iteration 0F: 2 clusters Score -761929.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -757922.875000 Penalty: 4133.540527
	Iteration 0F: 3 clusters Score -757922.9 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -758776.500000 Penalty: 4133.540527
	Iteration 1F: 3 clusters Score -758776.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -758940.437500 Penalty: 4133.540527
	Iteration 2F: 3 clusters Score -758940.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -759032.000000 Penalty: 4133.540527
	Iteration 3Q: 3 clusters Score -759032 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -759092.000000 Penalty: 4133.540527
	Iteration 4Q: 3 clusters Score -759092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -759125.687500 Penalty: 4133.540527
	Iteration 5Q: 3 clusters Score -759125.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -759152.125000 Penalty: 4133.540527
	Iteration 6Q: 3 clusters Score -759152.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -759177.187500 Penalty: 4133.540527
	Iteration 7Q: 3 clusters Score -759177.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -759207.000000 Penalty: 4133.540527
	Iteration 8Q: 3 clusters Score -759207 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -759238.500000 Penalty: 4133.540527
	Iteration 9Q: 3 clusters Score -759238.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -759260.875000 Penalty: 4133.540527
	Iteration 10Q: 3 clusters Score -759260.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -759280.250000 Penalty: 4133.540527
	Iteration 11Q: 3 clusters Score -759280.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -759292.375000 Penalty: 4133.540527
	Iteration 12Q: 3 clusters Score -759292.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -759307.562500 Penalty: 4133.540527
	Iteration 13Q: 3 clusters Score -759307.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -759321.250000 Penalty: 4133.540527
	Iteration 14Q: 3 clusters Score -759321.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -759335.625000 Penalty: 4133.540527
	Iteration 15Q: 3 clusters Score -759335.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -759347.187500 Penalty: 4133.540527
	Iteration 16Q: 3 clusters Score -759347.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -759355.625000 Penalty: 4133.540527
	Iteration 17Q: 3 clusters Score -759355.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -759361.687500 Penalty: 4133.540527
	Iteration 18Q: 3 clusters Score -759361.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -759367.437500 Penalty: 4133.540527
	Iteration 19Q: 3 clusters Score -759367.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -759370.125000 Penalty: 4133.540527
	Iteration 20F: 3 clusters Score -759370.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -759372.375000 Penalty: 4133.540527
	Iteration 21Q: 3 clusters Score -759372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -759373.750000 Penalty: 4133.540527
	Iteration 22Q: 3 clusters Score -759373.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -759373.500000 Penalty: 4133.540527
	Iteration 23Q: 3 clusters Score -759373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -759374.062500 Penalty: 4133.540527
	Iteration 24Q: 3 clusters Score -759374.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -759377.000000 Penalty: 4133.540527
	Iteration 25Q: 3 clusters Score -759377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -759377.625000 Penalty: 4133.540527
	Iteration 26Q: 3 clusters Score -759377.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -759379.937500 Penalty: 4133.540527
	Iteration 27Q: 3 clusters Score -759379.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -759381.125000 Penalty: 4133.540527
	Iteration 28Q: 3 clusters Score -759381.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -759380.625000 Penalty: 4133.540527
	Iteration 29Q: 3 clusters Score -759380.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -759383.875000 Penalty: 4133.540527
	Iteration 30Q: 3 clusters Score -759383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -759385.312500 Penalty: 4133.540527
	Iteration 31Q: 3 clusters Score -759385.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -759385.937500 Penalty: 4133.540527
	Iteration 32Q: 3 clusters Score -759385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -759386.125000 Penalty: 4133.540527
	Iteration 33Q: 3 clusters Score -759386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -759386.750000 Penalty: 4133.540527
	Iteration 34Q: 3 clusters Score -759386.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -759385.000000 Penalty: 4133.540527
	Iteration 35Q: 3 clusters Score -759385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -759387.937500 Penalty: 4133.540527
	Iteration 36Q: 3 clusters Score -759387.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -759390.312500 Penalty: 4133.540527
	Iteration 37Q: 3 clusters Score -759390.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -759390.812500 Penalty: 4133.540527
	Iteration 38Q: 3 clusters Score -759390.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -759392.687500 Penalty: 4133.540527
	Iteration 39Q: 3 clusters Score -759392.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -759392.875000 Penalty: 4133.540527
	Iteration 40F: 3 clusters Score -759392.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -75685.757812 Penalty: 1538.730347
	Iteration 0F: 2 clusters Score -75685.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -74320.453125 Penalty: 3077.460693
	Iteration 0F: 3 clusters Score -74320.45 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -74582.765625 Penalty: 3077.460693
	Iteration 1F: 3 clusters Score -74582.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -74702.945312 Penalty: 3077.460693
	Iteration 2F: 3 clusters Score -74702.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -74806.890625 Penalty: 3077.460693
	Iteration 3F: 3 clusters Score -74806.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -74880.992188 Penalty: 3077.460693
	Iteration 4F: 3 clusters Score -74880.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -74963.187500 Penalty: 3077.460693
	Iteration 5Q: 3 clusters Score -74963.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -75051.007812 Penalty: 3077.460693
	Iteration 6Q: 3 clusters Score -75051.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -75180.148438 Penalty: 3077.460693
	Iteration 7Q: 3 clusters Score -75180.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -75312.843750 Penalty: 3077.460693
	Iteration 8Q: 3 clusters Score -75312.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -75422.070312 Penalty: 3077.460693
	Iteration 9Q: 3 clusters Score -75422.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -75458.664062 Penalty: 3077.460693
	Iteration 10Q: 3 clusters Score -75458.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -75459.492188 Penalty: 3077.460693
	Iteration 11Q: 3 clusters Score -75459.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -75482.593750 Penalty: 3077.460693
	Iteration 12F: 3 clusters Score -75482.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -75566.304688 Penalty: 3077.460693
	Iteration 13Q: 3 clusters Score -75566.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -75633.015625 Penalty: 3077.460693
	Iteration 14Q: 3 clusters Score -75633.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -75693.156250 Penalty: 3077.460693
	Iteration 15Q: 3 clusters Score -75693.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -75727.289062 Penalty: 3077.460693
	Iteration 16Q: 3 clusters Score -75727.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -75769.507812 Penalty: 3077.460693
	Iteration 17Q: 3 clusters Score -75769.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -75786.085938 Penalty: 3077.460693
	Iteration 18Q: 3 clusters Score -75786.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -75794.078125 Penalty: 3077.460693
	Iteration 19Q: 3 clusters Score -75794.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -75794.078125 Penalty: 3077.460693
	Iteration 20F: 3 clusters Score -75794.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 42268 members 
Mstep: Class 3 contains 46954 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46268 members 
Mstep: Class 7 contains 42445 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 304 members 
Mstep: Class 10 contains 42395 members 
Mstep: Class 11 contains 49781 members 
Mstep: Class 12 contains 43976 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46405 members 
Mstep: Class 16 contains 42612 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42521 members 
Mstep: Class 19 contains 26350 members 
Mstep: Class 20 contains 40294 members 
Mstep: Class 21 contains 43159 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40515 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44973 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 191 members 
Entering Unmasked Estep 
Score: -126938904.000000 Penalty: 93445.343750
Splitting cluster 9 changes total score from -126940496.000000 to -126938904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (42395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Entering Unmasked Estep 
Score: -7846230.000000 Penalty: 2642.386963
	Iteration 0F: 2 clusters Score -7846230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -7817991.500000 Penalty: 5284.773926
	Iteration 0F: 3 clusters Score -7817992 nChanged 19450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -7828731.000000 Penalty: 5284.773926
	Iteration 1F: 3 clusters Score -7828731 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -7829301.500000 Penalty: 5284.773926
	Iteration 2Q: 3 clusters Score -7829302 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -7829902.000000 Penalty: 5284.773926
	Iteration 3Q: 3 clusters Score -7829902 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -7830831.500000 Penalty: 5284.773926
	Iteration 4Q: 3 clusters Score -7830832 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -7832443.000000 Penalty: 5284.773926
	Iteration 5F: 3 clusters Score -7832443 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -7834876.000000 Penalty: 5284.773926
	Iteration 6F: 3 clusters Score -7834876 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -7838107.000000 Penalty: 5284.773926
	Iteration 7F: 3 clusters Score -7838107 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -7841328.000000 Penalty: 5284.773926
	Iteration 8F: 3 clusters Score -7841328 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -7843792.500000 Penalty: 5284.773926
	Iteration 9F: 3 clusters Score -7843792 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -7844911.500000 Penalty: 5284.773926
	Iteration 10Q: 3 clusters Score -7844912 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -7845241.000000 Penalty: 5284.773926
	Iteration 11Q: 3 clusters Score -7845241 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -7845314.000000 Penalty: 5284.773926
	Iteration 12Q: 3 clusters Score -7845314 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -7845371.000000 Penalty: 5284.773926
	Iteration 13Q: 3 clusters Score -7845371 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -7845373.000000 Penalty: 5284.773926
	Iteration 14Q: 3 clusters Score -7845373 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -7845396.500000 Penalty: 5284.773926
	Iteration 15Q: 3 clusters Score -7845396 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -7845406.500000 Penalty: 5284.773926
	Iteration 16Q: 3 clusters Score -7845406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -7845397.000000 Penalty: 5284.773926
	Iteration 17Q: 3 clusters Score -7845397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -7845408.000000 Penalty: 5284.773926
	Iteration 18Q: 3 clusters Score -7845408 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -7845437.500000 Penalty: 5284.773926
	Iteration 19Q: 3 clusters Score -7845438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -7845442.000000 Penalty: 5284.773926
	Iteration 20F: 3 clusters Score -7845442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -7845443.000000 Penalty: 5284.773926
	Iteration 21Q: 3 clusters Score -7845443 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -7845461.000000 Penalty: 5284.773926
	Iteration 22Q: 3 clusters Score -7845461 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -7845463.500000 Penalty: 5284.773926
	Iteration 23Q: 3 clusters Score -7845464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -7845471.000000 Penalty: 5284.773926
	Iteration 24Q: 3 clusters Score -7845471 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -7845483.000000 Penalty: 5284.773926
	Iteration 25Q: 3 clusters Score -7845483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7845463.000000 Penalty: 5284.773926
	Iteration 26Q: 3 clusters Score -7845463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -7845481.500000 Penalty: 5284.773926
	Iteration 27Q: 3 clusters Score -7845482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -7845492.000000 Penalty: 5284.773926
	Iteration 28Q: 3 clusters Score -7845492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -7845501.000000 Penalty: 5284.773926
	Iteration 29Q: 3 clusters Score -7845501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -7845509.500000 Penalty: 5284.773926
	Iteration 30Q: 3 clusters Score -7845510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -7845503.500000 Penalty: 5284.773926
	Iteration 31Q: 3 clusters Score -7845504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -7845499.500000 Penalty: 5284.773926
	Iteration 32Q: 3 clusters Score -7845500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -7845507.000000 Penalty: 5284.773926
	Iteration 33Q: 3 clusters Score -7845507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -7845504.000000 Penalty: 5284.773926
	Iteration 34Q: 3 clusters Score -7845504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -7845506.000000 Penalty: 5284.773926
	Iteration 35Q: 3 clusters Score -7845506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -7845511.000000 Penalty: 5284.773926
	Iteration 36Q: 3 clusters Score -7845511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -7845501.500000 Penalty: 5284.773926
	Iteration 37Q: 3 clusters Score -7845502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -7845498.000000 Penalty: 5284.773926
	Iteration 38Q: 3 clusters Score -7845498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -7845501.000000 Penalty: 5284.773926
	Iteration 39Q: 3 clusters Score -7845501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -7845497.500000 Penalty: 5284.773926
	Iteration 40F: 3 clusters Score -7845498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -7845511.000000 Penalty: 5284.773926
	Iteration 41Q: 3 clusters Score -7845511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -7845501.000000 Penalty: 5284.773926
	Iteration 42Q: 3 clusters Score -7845501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -7845504.000000 Penalty: 5284.773926
	Iteration 43Q: 3 clusters Score -7845504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -7845502.500000 Penalty: 5284.773926
	Iteration 44Q: 3 clusters Score -7845502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -7845502.500000 Penalty: 5284.773926
	Iteration 45Q: 3 clusters Score -7845502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -7845506.500000 Penalty: 5284.773926
	Iteration 46Q: 3 clusters Score -7845506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -7845507.000000 Penalty: 5284.773926
	Iteration 47Q: 3 clusters Score -7845507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -7845501.000000 Penalty: 5284.773926
	Iteration 48Q: 3 clusters Score -7845501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -7845503.000000 Penalty: 5284.773926
	Iteration 49Q: 3 clusters Score -7845503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -7845497.000000 Penalty: 5284.773926
	Iteration 50Q: 3 clusters Score -7845497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -7845502.000000 Penalty: 5284.773926
	Iteration 51Q: 3 clusters Score -7845502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -7845500.500000 Penalty: 5284.773926
	Iteration 52Q: 3 clusters Score -7845500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -7845499.000000 Penalty: 5284.773926
	Iteration 53Q: 3 clusters Score -7845499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -7845499.000000 Penalty: 5284.773926
	Iteration 54F: 3 clusters Score -7845499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (49781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Entering Unmasked Estep 
Score: -9328573.000000 Penalty: 2682.216309
	Iteration 0F: 2 clusters Score -9328573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -9298949.000000 Penalty: 5364.432617
	Iteration 0F: 3 clusters Score -9298949 nChanged 22924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -9311682.000000 Penalty: 5364.432617
	Iteration 1F: 3 clusters Score -9311682 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -9312261.000000 Penalty: 5364.432617
	Iteration 2Q: 3 clusters Score -9312261 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -9312806.000000 Penalty: 5364.432617
	Iteration 3Q: 3 clusters Score -9312806 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -9313465.000000 Penalty: 5364.432617
	Iteration 4Q: 3 clusters Score -9313465 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -9314485.000000 Penalty: 5364.432617
	Iteration 5Q: 3 clusters Score -9314485 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -9316169.000000 Penalty: 5364.432617
	Iteration 6F: 3 clusters Score -9316169 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -9318667.000000 Penalty: 5364.432617
	Iteration 7F: 3 clusters Score -9318667 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -9321828.000000 Penalty: 5364.432617
	Iteration 8F: 3 clusters Score -9321828 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -9324430.000000 Penalty: 5364.432617
	Iteration 9F: 3 clusters Score -9324430 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -9325699.000000 Penalty: 5364.432617
	Iteration 10F: 3 clusters Score -9325699 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -9326155.000000 Penalty: 5364.432617
	Iteration 11Q: 3 clusters Score -9326155 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9326214.000000 Penalty: 5364.432617
	Iteration 12Q: 3 clusters Score -9326214 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9326274.000000 Penalty: 5364.432617
	Iteration 13Q: 3 clusters Score -9326274 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9326308.000000 Penalty: 5364.432617
	Iteration 14Q: 3 clusters Score -9326308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9326304.000000 Penalty: 5364.432617
	Iteration 15Q: 3 clusters Score -9326304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9326324.000000 Penalty: 5364.432617
	Iteration 16Q: 3 clusters Score -9326324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9326343.000000 Penalty: 5364.432617
	Iteration 17Q: 3 clusters Score -9326343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9326347.000000 Penalty: 5364.432617
	Iteration 18Q: 3 clusters Score -9326347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9326347.000000 Penalty: 5364.432617
	Iteration 19Q: 3 clusters Score -9326347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9326365.000000 Penalty: 5364.432617
	Iteration 20F: 3 clusters Score -9326365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9326363.000000 Penalty: 5364.432617
	Iteration 21Q: 3 clusters Score -9326363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49581 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9326365.000000 Penalty: 5364.432617
	Iteration 22Q: 3 clusters Score -9326365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9326370.000000 Penalty: 5364.432617
	Iteration 23Q: 3 clusters Score -9326370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9326368.000000 Penalty: 5364.432617
	Iteration 24Q: 3 clusters Score -9326368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9326370.000000 Penalty: 5364.432617
	Iteration 25Q: 3 clusters Score -9326370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9326370.000000 Penalty: 5364.432617
	Iteration 26F: 3 clusters Score -9326370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Entering Unmasked Estep 
Score: -8157184.500000 Penalty: 2651.467041
	Iteration 0F: 2 clusters Score -8157184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -8127932.000000 Penalty: 5302.934082
	Iteration 0F: 3 clusters Score -8127932 nChanged 20115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -8139122.000000 Penalty: 5302.934082
	Iteration 1F: 3 clusters Score -8139122 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -8139609.000000 Penalty: 5302.934082
	Iteration 2Q: 3 clusters Score -8139609 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -8140076.000000 Penalty: 5302.934082
	Iteration 3Q: 3 clusters Score -8140076 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -8140578.000000 Penalty: 5302.934082
	Iteration 4Q: 3 clusters Score -8140578 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -8141291.000000 Penalty: 5302.934082
	Iteration 5Q: 3 clusters Score -8141291 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -8142279.000000 Penalty: 5302.934082
	Iteration 6Q: 3 clusters Score -8142279 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -8143704.500000 Penalty: 5302.934082
	Iteration 7F: 3 clusters Score -8143704 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -8145822.000000 Penalty: 5302.934082
	Iteration 8F: 3 clusters Score -8145822 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -8148110.500000 Penalty: 5302.934082
	Iteration 9F: 3 clusters Score -8148110 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -8150210.000000 Penalty: 5302.934082
	Iteration 10F: 3 clusters Score -8150210 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -8151737.000000 Penalty: 5302.934082
	Iteration 11Q: 3 clusters Score -8151737 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -8152686.000000 Penalty: 5302.934082
	Iteration 12Q: 3 clusters Score -8152686 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -8153398.500000 Penalty: 5302.934082
	Iteration 13Q: 3 clusters Score -8153398 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -8153883.000000 Penalty: 5302.934082
	Iteration 14Q: 3 clusters Score -8153883 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -8154208.500000 Penalty: 5302.934082
	Iteration 15Q: 3 clusters Score -8154208 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -8154455.500000 Penalty: 5302.934082
	Iteration 16Q: 3 clusters Score -8154456 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -8154663.000000 Penalty: 5302.934082
	Iteration 17Q: 3 clusters Score -8154663 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -8154746.000000 Penalty: 5302.934082
	Iteration 18Q: 3 clusters Score -8154746 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8154798.500000 Penalty: 5302.934082
	Iteration 19Q: 3 clusters Score -8154798 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -8154867.500000 Penalty: 5302.934082
	Iteration 20F: 3 clusters Score -8154868 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -8154891.000000 Penalty: 5302.934082
	Iteration 21Q: 3 clusters Score -8154891 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -8154906.000000 Penalty: 5302.934082
	Iteration 22Q: 3 clusters Score -8154906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -8154930.000000 Penalty: 5302.934082
	Iteration 23Q: 3 clusters Score -8154930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -8154945.500000 Penalty: 5302.934082
	Iteration 24Q: 3 clusters Score -8154946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -8154965.000000 Penalty: 5302.934082
	Iteration 25Q: 3 clusters Score -8154965 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -8154990.000000 Penalty: 5302.934082
	Iteration 26Q: 3 clusters Score -8154990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -8154990.500000 Penalty: 5302.934082
	Iteration 27Q: 3 clusters Score -8154990 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -8155007.000000 Penalty: 5302.934082
	Iteration 28Q: 3 clusters Score -8155007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -8155020.000000 Penalty: 5302.934082
	Iteration 29Q: 3 clusters Score -8155020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -8155033.500000 Penalty: 5302.934082
	Iteration 30Q: 3 clusters Score -8155034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -8155047.000000 Penalty: 5302.934082
	Iteration 31Q: 3 clusters Score -8155047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -8155042.500000 Penalty: 5302.934082
	Iteration 32Q: 3 clusters Score -8155042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -8155050.000000 Penalty: 5302.934082
	Iteration 33Q: 3 clusters Score -8155050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -8155046.000000 Penalty: 5302.934082
	Iteration 34Q: 3 clusters Score -8155046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -8155049.500000 Penalty: 5302.934082
	Iteration 35Q: 3 clusters Score -8155050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -8155049.500000 Penalty: 5302.934082
	Iteration 36Q: 3 clusters Score -8155050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -8155049.500000 Penalty: 5302.934082
	Iteration 37Q: 3 clusters Score -8155050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -8155055.500000 Penalty: 5302.934082
	Iteration 38Q: 3 clusters Score -8155056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -8155062.500000 Penalty: 5302.934082
	Iteration 39Q: 3 clusters Score -8155062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -8155065.500000 Penalty: 5302.934082
	Iteration 40F: 3 clusters Score -8155066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -8155074.000000 Penalty: 5302.934082
	Iteration 41Q: 3 clusters Score -8155074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -8155077.000000 Penalty: 5302.934082
	Iteration 42Q: 3 clusters Score -8155077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8155078.500000 Penalty: 5302.934082
	Iteration 43Q: 3 clusters Score -8155078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8155078.500000 Penalty: 5302.934082
	Iteration 44F: 3 clusters Score -8155078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Entering Unmasked Estep 
Score: -79981.859375 Penalty: 1465.877563
	Iteration 0F: 2 clusters Score -79981.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -78661.718750 Penalty: 2931.755127
	Iteration 0F: 3 clusters Score -78661.72 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -78848.445312 Penalty: 2931.755127
	Iteration 1F: 3 clusters Score -78848.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -78905.054688 Penalty: 2931.755127
	Iteration 2F: 3 clusters Score -78905.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -78937.703125 Penalty: 2931.755127
	Iteration 3Q: 3 clusters Score -78937.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -78978.898438 Penalty: 2931.755127
	Iteration 4Q: 3 clusters Score -78978.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -79013.390625 Penalty: 2931.755127
	Iteration 5Q: 3 clusters Score -79013.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -79078.515625 Penalty: 2931.755127
	Iteration 6Q: 3 clusters Score -79078.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -79158.054688 Penalty: 2931.755127
	Iteration 7Q: 3 clusters Score -79158.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -79234.125000 Penalty: 2931.755127
	Iteration 8Q: 3 clusters Score -79234.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -79336.367188 Penalty: 2931.755127
	Iteration 9Q: 3 clusters Score -79336.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -79397.328125 Penalty: 2931.755127
	Iteration 10Q: 3 clusters Score -79397.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -79449.640625 Penalty: 2931.755127
	Iteration 11Q: 3 clusters Score -79449.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -79506.437500 Penalty: 2931.755127
	Iteration 12Q: 3 clusters Score -79506.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -79516.398438 Penalty: 2931.755127
	Iteration 13Q: 3 clusters Score -79516.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -79518.742188 Penalty: 2931.755127
	Iteration 14Q: 3 clusters Score -79518.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -79529.203125 Penalty: 2931.755127
	Iteration 15F: 3 clusters Score -79529.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -79552.437500 Penalty: 2931.755127
	Iteration 16Q: 3 clusters Score -79552.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -79581.523438 Penalty: 2931.755127
	Iteration 17Q: 3 clusters Score -79581.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -79625.750000 Penalty: 2931.755127
	Iteration 18Q: 3 clusters Score -79625.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -79675.039062 Penalty: 2931.755127
	Iteration 19Q: 3 clusters Score -79675.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -79678.851562 Penalty: 2931.755127
	Iteration 20F: 3 clusters Score -79678.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -137895.734375 Penalty: 1663.301880
	Iteration 0F: 2 clusters Score -137895.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -136162.031250 Penalty: 3326.603760
	Iteration 0F: 3 clusters Score -136162 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -136537.578125 Penalty: 3326.603760
	Iteration 1F: 3 clusters Score -136537.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -136650.312500 Penalty: 3326.603760
	Iteration 2F: 3 clusters Score -136650.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -136700.375000 Penalty: 3326.603760
	Iteration 3Q: 3 clusters Score -136700.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -136784.953125 Penalty: 3326.603760
	Iteration 4Q: 3 clusters Score -136785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -136852.296875 Penalty: 3326.603760
	Iteration 5Q: 3 clusters Score -136852.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -136916.062500 Penalty: 3326.603760
	Iteration 6Q: 3 clusters Score -136916.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -136963.593750 Penalty: 3326.603760
	Iteration 7Q: 3 clusters Score -136963.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -137040.468750 Penalty: 3326.603760
	Iteration 8Q: 3 clusters Score -137040.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -137124.968750 Penalty: 3326.603760
	Iteration 9Q: 3 clusters Score -137125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -137166.203125 Penalty: 3326.603760
	Iteration 10Q: 3 clusters Score -137166.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -137193.671875 Penalty: 3326.603760
	Iteration 11Q: 3 clusters Score -137193.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -137217.281250 Penalty: 3326.603760
	Iteration 12Q: 3 clusters Score -137217.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -137231.078125 Penalty: 3326.603760
	Iteration 13Q: 3 clusters Score -137231.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -137235.656250 Penalty: 3326.603760
	Iteration 14Q: 3 clusters Score -137235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -137237.437500 Penalty: 3326.603760
	Iteration 15Q: 3 clusters Score -137237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -137239.500000 Penalty: 3326.603760
	Iteration 16Q: 3 clusters Score -137239.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -137243.078125 Penalty: 3326.603760
	Iteration 17Q: 3 clusters Score -137243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -137245.625000 Penalty: 3326.603760
	Iteration 18Q: 3 clusters Score -137245.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -137245.625000 Penalty: 3326.603760
	Iteration 19F: 3 clusters Score -137245.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Entering Unmasked Estep 
Score: -8605553.000000 Penalty: 2664.800293
	Iteration 0F: 2 clusters Score -8605553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -8575380.000000 Penalty: 5329.600586
	Iteration 0F: 3 clusters Score -8575380 nChanged 21408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -8587098.000000 Penalty: 5329.600586
	Iteration 1F: 3 clusters Score -8587098 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -8587624.000000 Penalty: 5329.600586
	Iteration 2Q: 3 clusters Score -8587624 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -8588037.000000 Penalty: 5329.600586
	Iteration 3Q: 3 clusters Score -8588037 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -8588415.000000 Penalty: 5329.600586
	Iteration 4Q: 3 clusters Score -8588415 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -8588843.000000 Penalty: 5329.600586
	Iteration 5Q: 3 clusters Score -8588843 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -8589467.000000 Penalty: 5329.600586
	Iteration 6Q: 3 clusters Score -8589467 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -8590368.000000 Penalty: 5329.600586
	Iteration 7Q: 3 clusters Score -8590368 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -8591789.000000 Penalty: 5329.600586
	Iteration 8F: 3 clusters Score -8591789 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -8593890.000000 Penalty: 5329.600586
	Iteration 9F: 3 clusters Score -8593890 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -8596763.000000 Penalty: 5329.600586
	Iteration 10F: 3 clusters Score -8596763 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -8599548.000000 Penalty: 5329.600586
	Iteration 11F: 3 clusters Score -8599548 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8601572.000000 Penalty: 5329.600586
	Iteration 12Q: 3 clusters Score -8601572 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8602512.000000 Penalty: 5329.600586
	Iteration 13Q: 3 clusters Score -8602512 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8602893.000000 Penalty: 5329.600586
	Iteration 14Q: 3 clusters Score -8602893 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8603053.000000 Penalty: 5329.600586
	Iteration 15Q: 3 clusters Score -8603053 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8603137.000000 Penalty: 5329.600586
	Iteration 16Q: 3 clusters Score -8603137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8603157.000000 Penalty: 5329.600586
	Iteration 17Q: 3 clusters Score -8603157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8603191.000000 Penalty: 5329.600586
	Iteration 18Q: 3 clusters Score -8603191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8603211.000000 Penalty: 5329.600586
	Iteration 19Q: 3 clusters Score -8603211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8603225.000000 Penalty: 5329.600586
	Iteration 20F: 3 clusters Score -8603225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8603234.000000 Penalty: 5329.600586
	Iteration 21Q: 3 clusters Score -8603234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8603249.000000 Penalty: 5329.600586
	Iteration 22Q: 3 clusters Score -8603249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8603255.000000 Penalty: 5329.600586
	Iteration 23Q: 3 clusters Score -8603255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8603256.000000 Penalty: 5329.600586
	Iteration 24Q: 3 clusters Score -8603256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8603267.000000 Penalty: 5329.600586
	Iteration 25Q: 3 clusters Score -8603267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8603269.000000 Penalty: 5329.600586
	Iteration 26Q: 3 clusters Score -8603269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8603274.000000 Penalty: 5329.600586
	Iteration 27Q: 3 clusters Score -8603274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8603278.000000 Penalty: 5329.600586
	Iteration 28Q: 3 clusters Score -8603278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8603287.000000 Penalty: 5329.600586
	Iteration 29Q: 3 clusters Score -8603287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8603290.000000 Penalty: 5329.600586
	Iteration 30Q: 3 clusters Score -8603290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8603290.000000 Penalty: 5329.600586
	Iteration 31Q: 3 clusters Score -8603290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8603288.000000 Penalty: 5329.600586
	Iteration 32Q: 3 clusters Score -8603288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46202 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8603297.000000 Penalty: 5329.600586
	Iteration 33Q: 3 clusters Score -8603297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8603298.000000 Penalty: 5329.600586
	Iteration 34Q: 3 clusters Score -8603298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8603298.000000 Penalty: 5329.600586
	Iteration 35F: 3 clusters Score -8603298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Entering Unmasked Estep 
Score: -7852470.000000 Penalty: 2643.653076
	Iteration 0F: 2 clusters Score -7852470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -7823924.000000 Penalty: 5287.306152
	Iteration 0F: 3 clusters Score -7823924 nChanged 19415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -7834313.500000 Penalty: 5287.306152
	Iteration 1F: 3 clusters Score -7834314 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -7834714.500000 Penalty: 5287.306152
	Iteration 2Q: 3 clusters Score -7834714 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -7835132.000000 Penalty: 5287.306152
	Iteration 3Q: 3 clusters Score -7835132 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -7835525.500000 Penalty: 5287.306152
	Iteration 4Q: 3 clusters Score -7835526 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -7835945.000000 Penalty: 5287.306152
	Iteration 5Q: 3 clusters Score -7835945 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -7836486.500000 Penalty: 5287.306152
	Iteration 6Q: 3 clusters Score -7836486 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -7837255.500000 Penalty: 5287.306152
	Iteration 7Q: 3 clusters Score -7837256 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -7838333.000000 Penalty: 5287.306152
	Iteration 8Q: 3 clusters Score -7838333 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -7839937.500000 Penalty: 5287.306152
	Iteration 9F: 3 clusters Score -7839938 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -7842307.500000 Penalty: 5287.306152
	Iteration 10F: 3 clusters Score -7842308 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -7845405.500000 Penalty: 5287.306152
	Iteration 11F: 3 clusters Score -7845406 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -7848176.500000 Penalty: 5287.306152
	Iteration 12F: 3 clusters Score -7848176 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -7849749.000000 Penalty: 5287.306152
	Iteration 13Q: 3 clusters Score -7849749 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -7850254.500000 Penalty: 5287.306152
	Iteration 14Q: 3 clusters Score -7850254 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -7850437.000000 Penalty: 5287.306152
	Iteration 15Q: 3 clusters Score -7850437 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -7850555.000000 Penalty: 5287.306152
	Iteration 16Q: 3 clusters Score -7850555 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -7850664.500000 Penalty: 5287.306152
	Iteration 17Q: 3 clusters Score -7850664 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -7850732.000000 Penalty: 5287.306152
	Iteration 18Q: 3 clusters Score -7850732 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -7850801.500000 Penalty: 5287.306152
	Iteration 19Q: 3 clusters Score -7850802 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -7850840.000000 Penalty: 5287.306152
	Iteration 20F: 3 clusters Score -7850840 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -7850862.500000 Penalty: 5287.306152
	Iteration 21Q: 3 clusters Score -7850862 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -7850891.500000 Penalty: 5287.306152
	Iteration 22Q: 3 clusters Score -7850892 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -7850892.500000 Penalty: 5287.306152
	Iteration 23Q: 3 clusters Score -7850892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -7850927.000000 Penalty: 5287.306152
	Iteration 24Q: 3 clusters Score -7850927 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -7850918.000000 Penalty: 5287.306152
	Iteration 25Q: 3 clusters Score -7850918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -7850917.500000 Penalty: 5287.306152
	Iteration 26Q: 3 clusters Score -7850918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -7850935.500000 Penalty: 5287.306152
	Iteration 27Q: 3 clusters Score -7850936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -7850947.000000 Penalty: 5287.306152
	Iteration 28Q: 3 clusters Score -7850947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -7850943.000000 Penalty: 5287.306152
	Iteration 29Q: 3 clusters Score -7850943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -7850966.000000 Penalty: 5287.306152
	Iteration 30Q: 3 clusters Score -7850966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -7850975.500000 Penalty: 5287.306152
	Iteration 31Q: 3 clusters Score -7850976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -7850977.000000 Penalty: 5287.306152
	Iteration 32Q: 3 clusters Score -7850977 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7850978.500000 Penalty: 5287.306152
	Iteration 33Q: 3 clusters Score -7850978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -7850974.000000 Penalty: 5287.306152
	Iteration 34Q: 3 clusters Score -7850974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -7850980.500000 Penalty: 5287.306152
	Iteration 35Q: 3 clusters Score -7850980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -7850990.000000 Penalty: 5287.306152
	Iteration 36Q: 3 clusters Score -7850990 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7850999.000000 Penalty: 5287.306152
	Iteration 37Q: 3 clusters Score -7850999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -7851004.000000 Penalty: 5287.306152
	Iteration 38Q: 3 clusters Score -7851004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -7851010.000000 Penalty: 5287.306152
	Iteration 39Q: 3 clusters Score -7851010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -7851015.000000 Penalty: 5287.306152
	Iteration 40F: 3 clusters Score -7851015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -7851013.500000 Penalty: 5287.306152
	Iteration 41Q: 3 clusters Score -7851014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -7851012.500000 Penalty: 5287.306152
	Iteration 42Q: 3 clusters Score -7851012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -7851026.500000 Penalty: 5287.306152
	Iteration 43Q: 3 clusters Score -7851026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7851024.000000 Penalty: 5287.306152
	Iteration 44Q: 3 clusters Score -7851024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7851035.500000 Penalty: 5287.306152
	Iteration 45Q: 3 clusters Score -7851036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -7851049.000000 Penalty: 5287.306152
	Iteration 46Q: 3 clusters Score -7851049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -7851064.000000 Penalty: 5287.306152
	Iteration 47Q: 3 clusters Score -7851064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7851053.500000 Penalty: 5287.306152
	Iteration 48Q: 3 clusters Score -7851054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -7851059.000000 Penalty: 5287.306152
	Iteration 49Q: 3 clusters Score -7851059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -7851080.000000 Penalty: 5287.306152
	Iteration 50Q: 3 clusters Score -7851080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7851076.500000 Penalty: 5287.306152
	Iteration 51Q: 3 clusters Score -7851076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -7851066.000000 Penalty: 5287.306152
	Iteration 52Q: 3 clusters Score -7851066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -7851067.500000 Penalty: 5287.306152
	Iteration 53Q: 3 clusters Score -7851068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -7851075.000000 Penalty: 5287.306152
	Iteration 54Q: 3 clusters Score -7851075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7851077.000000 Penalty: 5287.306152
	Iteration 55Q: 3 clusters Score -7851077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7851078.000000 Penalty: 5287.306152
	Iteration 56Q: 3 clusters Score -7851078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7851086.000000 Penalty: 5287.306152
	Iteration 57Q: 3 clusters Score -7851086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7851075.000000 Penalty: 5287.306152
	Iteration 58Q: 3 clusters Score -7851075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -7851082.500000 Penalty: 5287.306152
	Iteration 59Q: 3 clusters Score -7851082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -7851079.500000 Penalty: 5287.306152
	Iteration 60F: 3 clusters Score -7851080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7851080.000000 Penalty: 5287.306152
	Iteration 61Q: 3 clusters Score -7851080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7851081.500000 Penalty: 5287.306152
	Iteration 62Q: 3 clusters Score -7851082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -7851082.000000 Penalty: 5287.306152
	Iteration 63Q: 3 clusters Score -7851082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -7851077.000000 Penalty: 5287.306152
	Iteration 64Q: 3 clusters Score -7851077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -7851080.000000 Penalty: 5287.306152
	Iteration 65Q: 3 clusters Score -7851080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -7851081.500000 Penalty: 5287.306152
	Iteration 66Q: 3 clusters Score -7851082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -7851070.500000 Penalty: 5287.306152
	Iteration 67Q: 3 clusters Score -7851070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -7851079.500000 Penalty: 5287.306152
	Iteration 68Q: 3 clusters Score -7851080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -7851071.500000 Penalty: 5287.306152
	Iteration 69Q: 3 clusters Score -7851072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -7851080.500000 Penalty: 5287.306152
	Iteration 70Q: 3 clusters Score -7851080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -7851079.000000 Penalty: 5287.306152
	Iteration 71Q: 3 clusters Score -7851079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -7851086.500000 Penalty: 5287.306152
	Iteration 72Q: 3 clusters Score -7851086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -7851084.000000 Penalty: 5287.306152
	Iteration 73Q: 3 clusters Score -7851084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -7851092.500000 Penalty: 5287.306152
	Iteration 74Q: 3 clusters Score -7851092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -7851092.500000 Penalty: 5287.306152
	Iteration 75F: 3 clusters Score -7851092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -67774.601562 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -67774.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66271.054688 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -66271.05 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66550.164062 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -66550.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66670.937500 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -66670.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66778.156250 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -66778.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66895.718750 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -66895.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67058.265625 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -67058.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -67203.203125 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -67203.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -67311.945312 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -67311.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -67370.039062 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -67370.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -67402.375000 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -67402.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -67412.250000 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -67412.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67418.085938 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -67418.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67421.968750 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -67421.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67425.421875 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -67425.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -67433.515625 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -67433.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67435.734375 Penalty: 3090.318848
	Iteration 15Q: 3 clusters Score -67435.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67435.734375 Penalty: 3090.318848
	Iteration 16F: 3 clusters Score -67435.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Entering Unmasked Estep 
Score: -7894486.000000 Penalty: 2643.122803
	Iteration 0F: 2 clusters Score -7894486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -7866173.500000 Penalty: 5286.245605
	Iteration 0F: 3 clusters Score -7866174 nChanged 19467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -7876885.000000 Penalty: 5286.245605
	Iteration 1F: 3 clusters Score -7876885 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -7877313.000000 Penalty: 5286.245605
	Iteration 2Q: 3 clusters Score -7877313 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -7877745.500000 Penalty: 5286.245605
	Iteration 3Q: 3 clusters Score -7877746 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -7878050.000000 Penalty: 5286.245605
	Iteration 4Q: 3 clusters Score -7878050 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -7878346.000000 Penalty: 5286.245605
	Iteration 5Q: 3 clusters Score -7878346 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -7878673.500000 Penalty: 5286.245605
	Iteration 6Q: 3 clusters Score -7878674 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -7879044.000000 Penalty: 5286.245605
	Iteration 7Q: 3 clusters Score -7879044 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -7879553.000000 Penalty: 5286.245605
	Iteration 8Q: 3 clusters Score -7879553 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -7880226.000000 Penalty: 5286.245605
	Iteration 9Q: 3 clusters Score -7880226 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -7881316.000000 Penalty: 5286.245605
	Iteration 10Q: 3 clusters Score -7881316 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -7882723.000000 Penalty: 5286.245605
	Iteration 11F: 3 clusters Score -7882723 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -7884466.500000 Penalty: 5286.245605
	Iteration 12F: 3 clusters Score -7884466 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -7886279.500000 Penalty: 5286.245605
	Iteration 13F: 3 clusters Score -7886280 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -7887773.500000 Penalty: 5286.245605
	Iteration 14Q: 3 clusters Score -7887774 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -7888807.000000 Penalty: 5286.245605
	Iteration 15Q: 3 clusters Score -7888807 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -7889489.000000 Penalty: 5286.245605
	Iteration 16Q: 3 clusters Score -7889489 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -7890016.000000 Penalty: 5286.245605
	Iteration 17Q: 3 clusters Score -7890016 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -7890448.500000 Penalty: 5286.245605
	Iteration 18Q: 3 clusters Score -7890448 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -7890811.000000 Penalty: 5286.245605
	Iteration 19Q: 3 clusters Score -7890811 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7891093.500000 Penalty: 5286.245605
	Iteration 20F: 3 clusters Score -7891094 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7891311.000000 Penalty: 5286.245605
	Iteration 21Q: 3 clusters Score -7891311 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7891485.500000 Penalty: 5286.245605
	Iteration 22Q: 3 clusters Score -7891486 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7891645.000000 Penalty: 5286.245605
	Iteration 23Q: 3 clusters Score -7891645 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7891739.500000 Penalty: 5286.245605
	Iteration 24Q: 3 clusters Score -7891740 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7891892.500000 Penalty: 5286.245605
	Iteration 25Q: 3 clusters Score -7891892 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -7891965.500000 Penalty: 5286.245605
	Iteration 26Q: 3 clusters Score -7891966 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7892030.500000 Penalty: 5286.245605
	Iteration 27Q: 3 clusters Score -7892030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7892088.000000 Penalty: 5286.245605
	Iteration 28Q: 3 clusters Score -7892088 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7892149.000000 Penalty: 5286.245605
	Iteration 29Q: 3 clusters Score -7892149 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7892182.000000 Penalty: 5286.245605
	Iteration 30Q: 3 clusters Score -7892182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7892194.000000 Penalty: 5286.245605
	Iteration 31Q: 3 clusters Score -7892194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7892191.000000 Penalty: 5286.245605
	Iteration 32Q: 3 clusters Score -7892191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7892206.500000 Penalty: 5286.245605
	Iteration 33Q: 3 clusters Score -7892206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7892212.000000 Penalty: 5286.245605
	Iteration 34Q: 3 clusters Score -7892212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -7892221.000000 Penalty: 5286.245605
	Iteration 35Q: 3 clusters Score -7892221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7892235.500000 Penalty: 5286.245605
	Iteration 36Q: 3 clusters Score -7892236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7892250.500000 Penalty: 5286.245605
	Iteration 37Q: 3 clusters Score -7892250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7892245.000000 Penalty: 5286.245605
	Iteration 38Q: 3 clusters Score -7892245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7892258.500000 Penalty: 5286.245605
	Iteration 39Q: 3 clusters Score -7892258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7892278.000000 Penalty: 5286.245605
	Iteration 40F: 3 clusters Score -7892278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7892287.500000 Penalty: 5286.245605
	Iteration 41Q: 3 clusters Score -7892288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7892297.000000 Penalty: 5286.245605
	Iteration 42Q: 3 clusters Score -7892297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7892296.500000 Penalty: 5286.245605
	Iteration 43Q: 3 clusters Score -7892296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7892291.500000 Penalty: 5286.245605
	Iteration 44Q: 3 clusters Score -7892292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7892290.500000 Penalty: 5286.245605
	Iteration 45Q: 3 clusters Score -7892290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7892296.500000 Penalty: 5286.245605
	Iteration 46Q: 3 clusters Score -7892296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7892299.500000 Penalty: 5286.245605
	Iteration 47Q: 3 clusters Score -7892300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7892298.000000 Penalty: 5286.245605
	Iteration 48Q: 3 clusters Score -7892298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7892299.000000 Penalty: 5286.245605
	Iteration 49Q: 3 clusters Score -7892299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7892299.000000 Penalty: 5286.245605
	Iteration 50F: 3 clusters Score -7892299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Entering Unmasked Estep 
Score: -4728633.000000 Penalty: 2524.447510
	Iteration 0F: 2 clusters Score -4728633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -4710436.000000 Penalty: 5048.895020
	Iteration 0F: 3 clusters Score -4710436 nChanged 11833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -4716688.000000 Penalty: 5048.895020
	Iteration 1F: 3 clusters Score -4716688 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -4717093.500000 Penalty: 5048.895020
	Iteration 2Q: 3 clusters Score -4717094 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -4717368.500000 Penalty: 5048.895020
	Iteration 3Q: 3 clusters Score -4717368 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -4717604.500000 Penalty: 5048.895020
	Iteration 4Q: 3 clusters Score -4717604 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -4717880.500000 Penalty: 5048.895020
	Iteration 5Q: 3 clusters Score -4717880 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -4718169.500000 Penalty: 5048.895020
	Iteration 6Q: 3 clusters Score -4718170 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -4718499.500000 Penalty: 5048.895020
	Iteration 7Q: 3 clusters Score -4718500 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -4718860.000000 Penalty: 5048.895020
	Iteration 8Q: 3 clusters Score -4718860 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -4719320.000000 Penalty: 5048.895020
	Iteration 9Q: 3 clusters Score -4719320 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4719931.500000 Penalty: 5048.895020
	Iteration 10Q: 3 clusters Score -4719932 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -4720672.500000 Penalty: 5048.895020
	Iteration 11F: 3 clusters Score -4720672 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -4721581.500000 Penalty: 5048.895020
	Iteration 12F: 3 clusters Score -4721582 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -4722523.000000 Penalty: 5048.895020
	Iteration 13F: 3 clusters Score -4722523 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -4723454.000000 Penalty: 5048.895020
	Iteration 14Q: 3 clusters Score -4723454 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -4724332.500000 Penalty: 5048.895020
	Iteration 15Q: 3 clusters Score -4724332 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -4724973.000000 Penalty: 5048.895020
	Iteration 16Q: 3 clusters Score -4724973 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -4725533.000000 Penalty: 5048.895020
	Iteration 17Q: 3 clusters Score -4725533 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -4726026.000000 Penalty: 5048.895020
	Iteration 18Q: 3 clusters Score -4726026 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -4726295.000000 Penalty: 5048.895020
	Iteration 19Q: 3 clusters Score -4726295 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -4726402.000000 Penalty: 5048.895020
	Iteration 20F: 3 clusters Score -4726402 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -4726448.000000 Penalty: 5048.895020
	Iteration 21Q: 3 clusters Score -4726448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -4726452.000000 Penalty: 5048.895020
	Iteration 22Q: 3 clusters Score -4726452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -4726465.500000 Penalty: 5048.895020
	Iteration 23Q: 3 clusters Score -4726466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -4726477.000000 Penalty: 5048.895020
	Iteration 24Q: 3 clusters Score -4726477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -4726504.000000 Penalty: 5048.895020
	Iteration 25Q: 3 clusters Score -4726504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -4726509.500000 Penalty: 5048.895020
	Iteration 26Q: 3 clusters Score -4726510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -4726518.500000 Penalty: 5048.895020
	Iteration 27Q: 3 clusters Score -4726518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -4726516.000000 Penalty: 5048.895020
	Iteration 28Q: 3 clusters Score -4726516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -4726527.500000 Penalty: 5048.895020
	Iteration 29Q: 3 clusters Score -4726528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -4726531.500000 Penalty: 5048.895020
	Iteration 30Q: 3 clusters Score -4726532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -4726528.000000 Penalty: 5048.895020
	Iteration 31Q: 3 clusters Score -4726528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -4726532.500000 Penalty: 5048.895020
	Iteration 32Q: 3 clusters Score -4726532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4726536.000000 Penalty: 5048.895020
	Iteration 33Q: 3 clusters Score -4726536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -4726537.000000 Penalty: 5048.895020
	Iteration 34Q: 3 clusters Score -4726537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -4726539.500000 Penalty: 5048.895020
	Iteration 35Q: 3 clusters Score -4726540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -4726539.000000 Penalty: 5048.895020
	Iteration 36Q: 3 clusters Score -4726539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -4726535.000000 Penalty: 5048.895020
	Iteration 37Q: 3 clusters Score -4726535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -4726535.000000 Penalty: 5048.895020
	Iteration 38F: 3 clusters Score -4726535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Entering Unmasked Estep 
Score: -7421080.000000 Penalty: 2629.781738
	Iteration 0F: 2 clusters Score -7421080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -7393838.000000 Penalty: 5259.563477
	Iteration 0F: 3 clusters Score -7393838 nChanged 18575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -7403993.500000 Penalty: 5259.563477
	Iteration 1F: 3 clusters Score -7403994 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -7404374.500000 Penalty: 5259.563477
	Iteration 2Q: 3 clusters Score -7404374 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -7404668.500000 Penalty: 5259.563477
	Iteration 3Q: 3 clusters Score -7404668 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -7405081.500000 Penalty: 5259.563477
	Iteration 4Q: 3 clusters Score -7405082 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -7405661.000000 Penalty: 5259.563477
	Iteration 5Q: 3 clusters Score -7405661 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -7406703.000000 Penalty: 5259.563477
	Iteration 6Q: 3 clusters Score -7406703 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -7408559.000000 Penalty: 5259.563477
	Iteration 7F: 3 clusters Score -7408559 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -7411142.000000 Penalty: 5259.563477
	Iteration 8F: 3 clusters Score -7411142 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -7414216.000000 Penalty: 5259.563477
	Iteration 9F: 3 clusters Score -7414216 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -7416890.500000 Penalty: 5259.563477
	Iteration 10F: 3 clusters Score -7416890 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -7418730.500000 Penalty: 5259.563477
	Iteration 11Q: 3 clusters Score -7418730 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -7419523.000000 Penalty: 5259.563477
	Iteration 12Q: 3 clusters Score -7419523 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -7419781.500000 Penalty: 5259.563477
	Iteration 13Q: 3 clusters Score -7419782 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -7419911.500000 Penalty: 5259.563477
	Iteration 14Q: 3 clusters Score -7419912 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -7419966.500000 Penalty: 5259.563477
	Iteration 15Q: 3 clusters Score -7419966 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -7420000.500000 Penalty: 5259.563477
	Iteration 16Q: 3 clusters Score -7420000 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -7420017.000000 Penalty: 5259.563477
	Iteration 17Q: 3 clusters Score -7420017 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -7420029.500000 Penalty: 5259.563477
	Iteration 18Q: 3 clusters Score -7420030 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -7420032.000000 Penalty: 5259.563477
	Iteration 19Q: 3 clusters Score -7420032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -7420048.500000 Penalty: 5259.563477
	Iteration 20F: 3 clusters Score -7420048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -7420075.500000 Penalty: 5259.563477
	Iteration 21Q: 3 clusters Score -7420076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -7420105.000000 Penalty: 5259.563477
	Iteration 22Q: 3 clusters Score -7420105 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -7420109.500000 Penalty: 5259.563477
	Iteration 23Q: 3 clusters Score -7420110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -7420115.500000 Penalty: 5259.563477
	Iteration 24Q: 3 clusters Score -7420116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -7420119.500000 Penalty: 5259.563477
	Iteration 25Q: 3 clusters Score -7420120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -7420135.500000 Penalty: 5259.563477
	Iteration 26Q: 3 clusters Score -7420136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7420131.000000 Penalty: 5259.563477
	Iteration 27Q: 3 clusters Score -7420131 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -7420142.500000 Penalty: 5259.563477
	Iteration 28Q: 3 clusters Score -7420142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -7420151.000000 Penalty: 5259.563477
	Iteration 29Q: 3 clusters Score -7420151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -7420162.500000 Penalty: 5259.563477
	Iteration 30Q: 3 clusters Score -7420162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36186 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -7420164.500000 Penalty: 5259.563477
	Iteration 31Q: 3 clusters Score -7420164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -7420172.500000 Penalty: 5259.563477
	Iteration 32Q: 3 clusters Score -7420172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -7420172.000000 Penalty: 5259.563477
	Iteration 33Q: 3 clusters Score -7420172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -7420176.000000 Penalty: 5259.563477
	Iteration 34Q: 3 clusters Score -7420176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -7420183.500000 Penalty: 5259.563477
	Iteration 35Q: 3 clusters Score -7420184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -7420199.000000 Penalty: 5259.563477
	Iteration 36Q: 3 clusters Score -7420199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -7420202.000000 Penalty: 5259.563477
	Iteration 37Q: 3 clusters Score -7420202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -7420196.500000 Penalty: 5259.563477
	Iteration 38Q: 3 clusters Score -7420196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -7420186.500000 Penalty: 5259.563477
	Iteration 39Q: 3 clusters Score -7420186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -7420188.500000 Penalty: 5259.563477
	Iteration 40F: 3 clusters Score -7420188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -7420188.500000 Penalty: 5259.563477
	Iteration 41Q: 3 clusters Score -7420188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -7420191.000000 Penalty: 5259.563477
	Iteration 42Q: 3 clusters Score -7420191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -7420185.000000 Penalty: 5259.563477
	Iteration 43Q: 3 clusters Score -7420185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7420187.000000 Penalty: 5259.563477
	Iteration 44Q: 3 clusters Score -7420187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -7420187.000000 Penalty: 5259.563477
	Iteration 45Q: 3 clusters Score -7420187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7420188.500000 Penalty: 5259.563477
	Iteration 46Q: 3 clusters Score -7420188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -7420184.000000 Penalty: 5259.563477
	Iteration 47Q: 3 clusters Score -7420184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -7420188.500000 Penalty: 5259.563477
	Iteration 48Q: 3 clusters Score -7420188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -7420195.000000 Penalty: 5259.563477
	Iteration 49Q: 3 clusters Score -7420195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -7420191.000000 Penalty: 5259.563477
	Iteration 50Q: 3 clusters Score -7420191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -7420191.000000 Penalty: 5259.563477
	Iteration 51Q: 3 clusters Score -7420191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -7420189.500000 Penalty: 5259.563477
	Iteration 52Q: 3 clusters Score -7420190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -7420187.500000 Penalty: 5259.563477
	Iteration 53Q: 3 clusters Score -7420188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -7420190.000000 Penalty: 5259.563477
	Iteration 54Q: 3 clusters Score -7420190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -7420195.500000 Penalty: 5259.563477
	Iteration 55Q: 3 clusters Score -7420196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -7420192.000000 Penalty: 5259.563477
	Iteration 56Q: 3 clusters Score -7420192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7420192.000000 Penalty: 5259.563477
	Iteration 57Q: 3 clusters Score -7420192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7420192.000000 Penalty: 5259.563477
	Iteration 58F: 3 clusters Score -7420192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Entering Unmasked Estep 
Score: -7945695.500000 Penalty: 2646.816406
	Iteration 0F: 2 clusters Score -7945696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -7916756.500000 Penalty: 5293.632812
	Iteration 0F: 3 clusters Score -7916756 nChanged 19743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -7927783.000000 Penalty: 5293.632812
	Iteration 1F: 3 clusters Score -7927783 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -7928537.500000 Penalty: 5293.632812
	Iteration 2Q: 3 clusters Score -7928538 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -7929471.000000 Penalty: 5293.632812
	Iteration 3Q: 3 clusters Score -7929471 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -7930602.000000 Penalty: 5293.632812
	Iteration 4Q: 3 clusters Score -7930602 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -7932058.500000 Penalty: 5293.632812
	Iteration 5F: 3 clusters Score -7932058 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -7934072.500000 Penalty: 5293.632812
	Iteration 6F: 3 clusters Score -7934072 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -7936477.500000 Penalty: 5293.632812
	Iteration 7F: 3 clusters Score -7936478 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -7938856.000000 Penalty: 5293.632812
	Iteration 8F: 3 clusters Score -7938856 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -7940876.500000 Penalty: 5293.632812
	Iteration 9F: 3 clusters Score -7940876 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -7942124.500000 Penalty: 5293.632812
	Iteration 10Q: 3 clusters Score -7942124 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -7942762.500000 Penalty: 5293.632812
	Iteration 11Q: 3 clusters Score -7942762 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -7943051.000000 Penalty: 5293.632812
	Iteration 12Q: 3 clusters Score -7943051 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -7943209.000000 Penalty: 5293.632812
	Iteration 13Q: 3 clusters Score -7943209 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -7943302.000000 Penalty: 5293.632812
	Iteration 14Q: 3 clusters Score -7943302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -7943344.000000 Penalty: 5293.632812
	Iteration 15Q: 3 clusters Score -7943344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -7943360.000000 Penalty: 5293.632812
	Iteration 16Q: 3 clusters Score -7943360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -7943382.500000 Penalty: 5293.632812
	Iteration 17Q: 3 clusters Score -7943382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -7943393.000000 Penalty: 5293.632812
	Iteration 18Q: 3 clusters Score -7943393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -7943394.000000 Penalty: 5293.632812
	Iteration 19Q: 3 clusters Score -7943394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -7943407.500000 Penalty: 5293.632812
	Iteration 20F: 3 clusters Score -7943408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -7943414.000000 Penalty: 5293.632812
	Iteration 21Q: 3 clusters Score -7943414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -7943418.000000 Penalty: 5293.632812
	Iteration 22Q: 3 clusters Score -7943418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -7943422.000000 Penalty: 5293.632812
	Iteration 23Q: 3 clusters Score -7943422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -7943425.000000 Penalty: 5293.632812
	Iteration 24Q: 3 clusters Score -7943425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -7943423.000000 Penalty: 5293.632812
	Iteration 25Q: 3 clusters Score -7943423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -7943423.000000 Penalty: 5293.632812
	Iteration 26Q: 3 clusters Score -7943423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -7943428.000000 Penalty: 5293.632812
	Iteration 27Q: 3 clusters Score -7943428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -7943428.000000 Penalty: 5293.632812
	Iteration 28F: 3 clusters Score -7943428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -26431.712891 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -26431.71 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 146 members 
Entering Unmasked Estep 
Score: -25283.250000 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -25283.25 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25491.705078 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -25491.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25588.435547 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -25588.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25658.542969 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -25658.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -25674.410156 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -25674.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -25680.339844 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -25680.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25685.423828 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -25685.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -25695.626953 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -25695.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25697.972656 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -25697.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -25697.972656 Penalty: 2838.898193
	Iteration 9F: 3 clusters Score -25697.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Entering Unmasked Estep 
Score: -7484767.000000 Penalty: 2631.137939
	Iteration 0F: 2 clusters Score -7484767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -7457339.000000 Penalty: 5262.275879
	Iteration 0F: 3 clusters Score -7457339 nChanged 18561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -7467751.500000 Penalty: 5262.275879
	Iteration 1F: 3 clusters Score -7467752 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -7468284.000000 Penalty: 5262.275879
	Iteration 2Q: 3 clusters Score -7468284 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -7468871.500000 Penalty: 5262.275879
	Iteration 3Q: 3 clusters Score -7468872 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -7469715.500000 Penalty: 5262.275879
	Iteration 4Q: 3 clusters Score -7469716 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -7471070.000000 Penalty: 5262.275879
	Iteration 5F: 3 clusters Score -7471070 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -7473080.000000 Penalty: 5262.275879
	Iteration 6F: 3 clusters Score -7473080 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -7475860.000000 Penalty: 5262.275879
	Iteration 7F: 3 clusters Score -7475860 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -7478789.500000 Penalty: 5262.275879
	Iteration 8F: 3 clusters Score -7478790 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -7480799.000000 Penalty: 5262.275879
	Iteration 9F: 3 clusters Score -7480799 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -7481751.500000 Penalty: 5262.275879
	Iteration 10Q: 3 clusters Score -7481752 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -7482089.000000 Penalty: 5262.275879
	Iteration 11Q: 3 clusters Score -7482089 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -7482239.000000 Penalty: 5262.275879
	Iteration 12Q: 3 clusters Score -7482239 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -7482313.000000 Penalty: 5262.275879
	Iteration 13Q: 3 clusters Score -7482313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -7482364.500000 Penalty: 5262.275879
	Iteration 14Q: 3 clusters Score -7482364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -7482383.500000 Penalty: 5262.275879
	Iteration 15Q: 3 clusters Score -7482384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -7482412.000000 Penalty: 5262.275879
	Iteration 16Q: 3 clusters Score -7482412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -7482430.000000 Penalty: 5262.275879
	Iteration 17Q: 3 clusters Score -7482430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -7482434.500000 Penalty: 5262.275879
	Iteration 18Q: 3 clusters Score -7482434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -7482439.500000 Penalty: 5262.275879
	Iteration 19Q: 3 clusters Score -7482440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -7482438.000000 Penalty: 5262.275879
	Iteration 20F: 3 clusters Score -7482438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -7482445.000000 Penalty: 5262.275879
	Iteration 21Q: 3 clusters Score -7482445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -7482451.500000 Penalty: 5262.275879
	Iteration 22Q: 3 clusters Score -7482452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -7482451.500000 Penalty: 5262.275879
	Iteration 23F: 3 clusters Score -7482452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -159974.640625 Penalty: 1714.606812
	Iteration 0F: 2 clusters Score -159974.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -158052.171875 Penalty: 3429.213623
	Iteration 0F: 3 clusters Score -158052.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -158380.265625 Penalty: 3429.213623
	Iteration 1F: 3 clusters Score -158380.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -158492.609375 Penalty: 3429.213623
	Iteration 2F: 3 clusters Score -158492.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -158566.796875 Penalty: 3429.213623
	Iteration 3Q: 3 clusters Score -158566.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -158621.296875 Penalty: 3429.213623
	Iteration 4Q: 3 clusters Score -158621.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -158664.359375 Penalty: 3429.213623
	Iteration 5Q: 3 clusters Score -158664.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -158690.421875 Penalty: 3429.213623
	Iteration 6Q: 3 clusters Score -158690.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -158721.703125 Penalty: 3429.213623
	Iteration 7Q: 3 clusters Score -158721.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -158743.125000 Penalty: 3429.213623
	Iteration 8Q: 3 clusters Score -158743.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -158763.625000 Penalty: 3429.213623
	Iteration 9Q: 3 clusters Score -158763.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -158796.359375 Penalty: 3429.213623
	Iteration 10Q: 3 clusters Score -158796.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -158815.218750 Penalty: 3429.213623
	Iteration 11Q: 3 clusters Score -158815.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -158833.625000 Penalty: 3429.213623
	Iteration 12Q: 3 clusters Score -158833.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -158850.531250 Penalty: 3429.213623
	Iteration 13Q: 3 clusters Score -158850.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -158861.359375 Penalty: 3429.213623
	Iteration 14Q: 3 clusters Score -158861.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -158867.109375 Penalty: 3429.213623
	Iteration 15Q: 3 clusters Score -158867.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158870.312500 Penalty: 3429.213623
	Iteration 16Q: 3 clusters Score -158870.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -158870.312500 Penalty: 3429.213623
	Iteration 17F: 3 clusters Score -158870.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (44973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Entering Unmasked Estep 
Score: -8334517.500000 Penalty: 2657.026855
	Iteration 0F: 2 clusters Score -8334518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -8305054.500000 Penalty: 5314.053711
	Iteration 0F: 3 clusters Score -8305054 nChanged 20680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -8316479.000000 Penalty: 5314.053711
	Iteration 1F: 3 clusters Score -8316479 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -8317047.000000 Penalty: 5314.053711
	Iteration 2Q: 3 clusters Score -8317047 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -8317715.500000 Penalty: 5314.053711
	Iteration 3Q: 3 clusters Score -8317716 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -8318549.000000 Penalty: 5314.053711
	Iteration 4Q: 3 clusters Score -8318549 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -8319923.000000 Penalty: 5314.053711
	Iteration 5F: 3 clusters Score -8319923 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -8322116.500000 Penalty: 5314.053711
	Iteration 6F: 3 clusters Score -8322116 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -8325194.000000 Penalty: 5314.053711
	Iteration 7F: 3 clusters Score -8325194 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -8328194.000000 Penalty: 5314.053711
	Iteration 8F: 3 clusters Score -8328194 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -8330546.000000 Penalty: 5314.053711
	Iteration 9F: 3 clusters Score -8330546 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -8331573.500000 Penalty: 5314.053711
	Iteration 10Q: 3 clusters Score -8331574 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -8331968.000000 Penalty: 5314.053711
	Iteration 11Q: 3 clusters Score -8331968 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -8332119.000000 Penalty: 5314.053711
	Iteration 12Q: 3 clusters Score -8332119 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -8332196.500000 Penalty: 5314.053711
	Iteration 13Q: 3 clusters Score -8332196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -8332229.500000 Penalty: 5314.053711
	Iteration 14Q: 3 clusters Score -8332230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -8332253.000000 Penalty: 5314.053711
	Iteration 15Q: 3 clusters Score -8332253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -8332267.000000 Penalty: 5314.053711
	Iteration 16Q: 3 clusters Score -8332267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -8332270.500000 Penalty: 5314.053711
	Iteration 17Q: 3 clusters Score -8332270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -8332275.000000 Penalty: 5314.053711
	Iteration 18Q: 3 clusters Score -8332275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -8332285.500000 Penalty: 5314.053711
	Iteration 19Q: 3 clusters Score -8332286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -8332287.000000 Penalty: 5314.053711
	Iteration 20F: 3 clusters Score -8332287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -8332290.000000 Penalty: 5314.053711
	Iteration 21Q: 3 clusters Score -8332290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -8332291.000000 Penalty: 5314.053711
	Iteration 22Q: 3 clusters Score -8332291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -8332300.000000 Penalty: 5314.053711
	Iteration 23Q: 3 clusters Score -8332300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -8332300.000000 Penalty: 5314.053711
	Iteration 24F: 3 clusters Score -8332300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -56117.789062 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -56117.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54728.726562 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -54728.73 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55101.453125 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -55101.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55254.738281 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -55254.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55315.035156 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -55315.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55345.269531 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -55345.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55363.410156 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -55363.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55375.292969 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -55375.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55378.570312 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -55378.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55380.492188 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -55380.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55393.187500 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -55393.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55397.800781 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -55397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55418.441406 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -55418.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55420.945312 Penalty: 3078.461670
	Iteration 12Q: 3 clusters Score -55420.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55420.945312 Penalty: 3078.461670
	Iteration 13F: 3 clusters Score -55420.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -48525.347656 Penalty: 1442.643555
	Iteration 0F: 2 clusters Score -48525.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -47228.644531 Penalty: 2885.287109
	Iteration 0F: 3 clusters Score -47228.64 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47382.535156 Penalty: 2885.287109
	Iteration 1F: 3 clusters Score -47382.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47456.000000 Penalty: 2885.287109
	Iteration 2F: 3 clusters Score -47456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47489.382812 Penalty: 2885.287109
	Iteration 3Q: 3 clusters Score -47489.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47506.109375 Penalty: 2885.287109
	Iteration 4Q: 3 clusters Score -47506.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -47514.179688 Penalty: 2885.287109
	Iteration 5Q: 3 clusters Score -47514.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47528.101562 Penalty: 2885.287109
	Iteration 6Q: 3 clusters Score -47528.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47569.667969 Penalty: 2885.287109
	Iteration 7Q: 3 clusters Score -47569.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47594.511719 Penalty: 2885.287109
	Iteration 8Q: 3 clusters Score -47594.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47598.640625 Penalty: 2885.287109
	Iteration 9Q: 3 clusters Score -47598.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47606.042969 Penalty: 2885.287109
	Iteration 10Q: 3 clusters Score -47606.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47611.371094 Penalty: 2885.287109
	Iteration 11Q: 3 clusters Score -47611.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47611.371094 Penalty: 2885.287109
	Iteration 12F: 3 clusters Score -47611.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 42268 members 
Mstep: Class 3 contains 46954 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46268 members 
Mstep: Class 7 contains 42445 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42395 members 
Mstep: Class 11 contains 49781 members 
Mstep: Class 12 contains 43976 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46405 members 
Mstep: Class 16 contains 42612 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42521 members 
Mstep: Class 19 contains 26350 members 
Mstep: Class 20 contains 40294 members 
Mstep: Class 21 contains 43159 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40515 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44973 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940624.000000 Penalty: 90108.015625
Iteration 479Q: 28 clusters Score -1.269406e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 42277 members 
Mstep: Class 3 contains 46950 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46278 members 
Mstep: Class 7 contains 42447 members 
Mstep: Class 8 contains 4162 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42396 members 
Mstep: Class 11 contains 49783 members 
Mstep: Class 12 contains 43976 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46399 members 
Mstep: Class 16 contains 42620 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42531 members 
Mstep: Class 19 contains 26353 members 
Mstep: Class 20 contains 40288 members 
Mstep: Class 21 contains 43150 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40496 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44973 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940672.000000 Penalty: 90108.015625
Iteration 480F: 28 clusters Score -1.269407e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 42287 members 
Mstep: Class 3 contains 46945 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46292 members 
Mstep: Class 7 contains 42456 members 
Mstep: Class 8 contains 4161 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42406 members 
Mstep: Class 11 contains 49781 members 
Mstep: Class 12 contains 43981 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46386 members 
Mstep: Class 16 contains 42624 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42522 members 
Mstep: Class 19 contains 26349 members 
Mstep: Class 20 contains 40281 members 
Mstep: Class 21 contains 43150 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40487 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44973 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940592.000000 Penalty: 90108.015625
Iteration 481Q: 28 clusters Score -1.269406e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 42294 members 
Mstep: Class 3 contains 46944 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46295 members 
Mstep: Class 7 contains 42459 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42409 members 
Mstep: Class 11 contains 49769 members 
Mstep: Class 12 contains 43972 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46392 members 
Mstep: Class 16 contains 42626 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42515 members 
Mstep: Class 19 contains 26350 members 
Mstep: Class 20 contains 40274 members 
Mstep: Class 21 contains 43162 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40478 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44985 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940800.000000 Penalty: 90108.015625
Iteration 482Q: 28 clusters Score -1.269408e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 42303 members 
Mstep: Class 3 contains 46939 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46288 members 
Mstep: Class 7 contains 42469 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42413 members 
Mstep: Class 11 contains 49747 members 
Mstep: Class 12 contains 43963 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46405 members 
Mstep: Class 16 contains 42645 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42511 members 
Mstep: Class 19 contains 26350 members 
Mstep: Class 20 contains 40269 members 
Mstep: Class 21 contains 43163 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40469 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44995 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940672.000000 Penalty: 90108.015625
Iteration 483Q: 28 clusters Score -1.269407e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 46934 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46297 members 
Mstep: Class 7 contains 42471 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42423 members 
Mstep: Class 11 contains 49728 members 
Mstep: Class 12 contains 43961 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46414 members 
Mstep: Class 16 contains 42656 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42505 members 
Mstep: Class 19 contains 26349 members 
Mstep: Class 20 contains 40269 members 
Mstep: Class 21 contains 43168 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40459 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44996 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940616.000000 Penalty: 90108.015625
Iteration 484Q: 28 clusters Score -1.269406e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 42300 members 
Mstep: Class 3 contains 46925 members 
Mstep: Class 4 contains 1165 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46302 members 
Mstep: Class 7 contains 42480 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42433 members 
Mstep: Class 11 contains 49720 members 
Mstep: Class 12 contains 43968 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46407 members 
Mstep: Class 16 contains 42657 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42493 members 
Mstep: Class 19 contains 26351 members 
Mstep: Class 20 contains 40272 members 
Mstep: Class 21 contains 43165 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40468 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45004 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940360.000000 Penalty: 90108.015625
Iteration 485Q: 28 clusters Score -1.269404e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 42291 members 
Mstep: Class 3 contains 46918 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46291 members 
Mstep: Class 7 contains 42484 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42453 members 
Mstep: Class 11 contains 49734 members 
Mstep: Class 12 contains 43965 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46392 members 
Mstep: Class 16 contains 42648 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42493 members 
Mstep: Class 19 contains 26348 members 
Mstep: Class 20 contains 40267 members 
Mstep: Class 21 contains 43172 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40473 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45002 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940496.000000 Penalty: 90108.015625
Iteration 486Q: 28 clusters Score -1.269405e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 42286 members 
Mstep: Class 3 contains 46916 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46291 members 
Mstep: Class 7 contains 42486 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42460 members 
Mstep: Class 11 contains 49739 members 
Mstep: Class 12 contains 43967 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46396 members 
Mstep: Class 16 contains 42637 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42500 members 
Mstep: Class 19 contains 26346 members 
Mstep: Class 20 contains 40267 members 
Mstep: Class 21 contains 43176 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40471 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44997 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940504.000000 Penalty: 90108.015625
Iteration 487Q: 28 clusters Score -1.269405e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 42288 members 
Mstep: Class 3 contains 46920 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46301 members 
Mstep: Class 7 contains 42491 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42464 members 
Mstep: Class 11 contains 49738 members 
Mstep: Class 12 contains 43966 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46394 members 
Mstep: Class 16 contains 42637 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42501 members 
Mstep: Class 19 contains 26343 members 
Mstep: Class 20 contains 40261 members 
Mstep: Class 21 contains 43163 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40457 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45005 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940384.000000 Penalty: 90108.015625
Iteration 488Q: 28 clusters Score -1.269404e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 42284 members 
Mstep: Class 3 contains 46925 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46311 members 
Mstep: Class 7 contains 42489 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42470 members 
Mstep: Class 11 contains 49749 members 
Mstep: Class 12 contains 43970 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46387 members 
Mstep: Class 16 contains 42630 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42506 members 
Mstep: Class 19 contains 26341 members 
Mstep: Class 20 contains 40245 members 
Mstep: Class 21 contains 43159 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40456 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45001 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940192.000000 Penalty: 90108.015625
Iteration 489Q: 28 clusters Score -1.269402e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 42289 members 
Mstep: Class 3 contains 46917 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46299 members 
Mstep: Class 7 contains 42492 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42471 members 
Mstep: Class 11 contains 49760 members 
Mstep: Class 12 contains 43991 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46384 members 
Mstep: Class 16 contains 42626 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42500 members 
Mstep: Class 19 contains 26342 members 
Mstep: Class 20 contains 40238 members 
Mstep: Class 21 contains 43160 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40450 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44997 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940296.000000 Penalty: 90108.015625
Iteration 490Q: 28 clusters Score -1.269403e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 42286 members 
Mstep: Class 3 contains 46926 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46301 members 
Mstep: Class 7 contains 42488 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42469 members 
Mstep: Class 11 contains 49758 members 
Mstep: Class 12 contains 44015 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46394 members 
Mstep: Class 16 contains 42621 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42486 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 20 contains 40224 members 
Mstep: Class 21 contains 43169 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40446 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44998 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940216.000000 Penalty: 90108.015625
Iteration 491Q: 28 clusters Score -1.269402e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 42287 members 
Mstep: Class 3 contains 46924 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46318 members 
Mstep: Class 7 contains 42486 members 
Mstep: Class 8 contains 4160 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42464 members 
Mstep: Class 11 contains 49741 members 
Mstep: Class 12 contains 44027 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46398 members 
Mstep: Class 16 contains 42629 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42469 members 
Mstep: Class 19 contains 26335 members 
Mstep: Class 20 contains 40223 members 
Mstep: Class 21 contains 43168 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40446 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44998 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940224.000000 Penalty: 90108.015625
Iteration 492Q: 28 clusters Score -1.269402e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 42285 members 
Mstep: Class 3 contains 46937 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46315 members 
Mstep: Class 7 contains 42479 members 
Mstep: Class 8 contains 4159 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42461 members 
Mstep: Class 11 contains 49740 members 
Mstep: Class 12 contains 44025 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46414 members 
Mstep: Class 16 contains 42642 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42463 members 
Mstep: Class 19 contains 26336 members 
Mstep: Class 20 contains 40207 members 
Mstep: Class 21 contains 43159 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40455 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44990 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940240.000000 Penalty: 90108.015625
Iteration 493Q: 28 clusters Score -1.269402e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 42287 members 
Mstep: Class 3 contains 46948 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46321 members 
Mstep: Class 7 contains 42483 members 
Mstep: Class 8 contains 4158 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42460 members 
Mstep: Class 11 contains 49741 members 
Mstep: Class 12 contains 44016 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46410 members 
Mstep: Class 16 contains 42641 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42461 members 
Mstep: Class 19 contains 26334 members 
Mstep: Class 20 contains 40188 members 
Mstep: Class 21 contains 43155 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40467 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 44990 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940200.000000 Penalty: 90108.015625
Iteration 494Q: 28 clusters Score -1.269402e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 42298 members 
Mstep: Class 3 contains 46952 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46330 members 
Mstep: Class 7 contains 42481 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42455 members 
Mstep: Class 11 contains 49711 members 
Mstep: Class 12 contains 44012 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46418 members 
Mstep: Class 16 contains 42638 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42471 members 
Mstep: Class 19 contains 26336 members 
Mstep: Class 20 contains 40164 members 
Mstep: Class 21 contains 43149 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40479 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45007 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940392.000000 Penalty: 90108.015625
Iteration 495Q: 28 clusters Score -1.269404e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 42305 members 
Mstep: Class 3 contains 46953 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46330 members 
Mstep: Class 7 contains 42485 members 
Mstep: Class 8 contains 4156 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42450 members 
Mstep: Class 11 contains 49726 members 
Mstep: Class 12 contains 44003 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46427 members 
Mstep: Class 16 contains 42645 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42477 members 
Mstep: Class 19 contains 26333 members 
Mstep: Class 20 contains 40148 members 
Mstep: Class 21 contains 43130 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40480 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45007 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940168.000000 Penalty: 90108.015625
Iteration 496Q: 28 clusters Score -1.269402e+08 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 42325 members 
Mstep: Class 3 contains 46953 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46343 members 
Mstep: Class 7 contains 42487 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42450 members 
Mstep: Class 11 contains 49723 members 
Mstep: Class 12 contains 44002 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46432 members 
Mstep: Class 16 contains 42638 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42492 members 
Mstep: Class 19 contains 26332 members 
Mstep: Class 20 contains 40124 members 
Mstep: Class 21 contains 43104 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40484 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45014 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940176.000000 Penalty: 90108.015625
Iteration 497Q: 28 clusters Score -1.269402e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45771 members 
Mstep: Class 2 contains 42343 members 
Mstep: Class 3 contains 46958 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46350 members 
Mstep: Class 7 contains 42486 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42460 members 
Mstep: Class 11 contains 49739 members 
Mstep: Class 12 contains 44002 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46430 members 
Mstep: Class 16 contains 42644 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42482 members 
Mstep: Class 19 contains 26332 members 
Mstep: Class 20 contains 40103 members 
Mstep: Class 21 contains 43080 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40483 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45017 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940152.000000 Penalty: 90108.015625
Iteration 498Q: 28 clusters Score -1.269402e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 42347 members 
Mstep: Class 3 contains 46955 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46344 members 
Mstep: Class 7 contains 42477 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42471 members 
Mstep: Class 11 contains 49746 members 
Mstep: Class 12 contains 44003 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46443 members 
Mstep: Class 16 contains 42647 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42471 members 
Mstep: Class 19 contains 26332 members 
Mstep: Class 20 contains 40091 members 
Mstep: Class 21 contains 43063 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40480 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45022 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940264.000000 Penalty: 90108.015625
Iteration 499Q: 28 clusters Score -1.269403e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 45799 members 
Mstep: Class 2 contains 42342 members 
Mstep: Class 3 contains 46961 members 
Mstep: Class 4 contains 1166 members 
Mstep: Class 5 contains 2347 members 
Mstep: Class 6 contains 46349 members 
Mstep: Class 7 contains 42469 members 
Mstep: Class 8 contains 4157 members 
Mstep: Class 9 contains 495 members 
Mstep: Class 10 contains 42476 members 
Mstep: Class 11 contains 49756 members 
Mstep: Class 12 contains 44011 members 
Mstep: Class 13 contains 369 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 46449 members 
Mstep: Class 16 contains 42639 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 42457 members 
Mstep: Class 19 contains 26331 members 
Mstep: Class 20 contains 40077 members 
Mstep: Class 21 contains 43061 members 
Mstep: Class 22 contains 306 members 
Mstep: Class 23 contains 40483 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 45020 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940400.000000 Penalty: 90108.015625
Iteration 500F: 28 clusters Score -1.269404e+08 nChanged 408
Maximum iterations exceeded
--- Evaluating fit on full set of 2096132 points ---
Entering Unmasked Estep 
Score: -384856960.000000 Penalty: 97464.328125
24->28 Clusters: Score -384856960.000000, best is -385147328.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 698710 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 29236 members 
Mstep: Class 3 contains 29389 members 
Mstep: Class 4 contains 29094 members 
Mstep: Class 5 contains 28923 members 
Mstep: Class 6 contains 29078 members 
Mstep: Class 7 contains 29167 members 
Mstep: Class 8 contains 28859 members 
Mstep: Class 9 contains 29035 members 
Mstep: Class 10 contains 28729 members 
Mstep: Class 11 contains 29049 members 
Mstep: Class 12 contains 29322 members 
Mstep: Class 13 contains 29447 members 
Mstep: Class 14 contains 28936 members 
Mstep: Class 15 contains 28955 members 
Mstep: Class 16 contains 29352 members 
Mstep: Class 17 contains 29256 members 
Mstep: Class 18 contains 29135 members 
Mstep: Class 19 contains 29069 members 
Mstep: Class 20 contains 28932 members 
Mstep: Class 21 contains 29042 members 
Mstep: Class 22 contains 29316 members 
Mstep: Class 23 contains 29280 members 
Mstep: Class 24 contains 29196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1678.301392 but Gain 3337.328125
Score: -121622080.000000 Penalty: 76758.679688
Iteration 0F: 24 clusters Score -1.216221e+08 nChanged 669375
Entering Unmasked Mstep 
Mstep: Class 0 contains 1746 members 
Mstep: Class 1 contains 288517 members 
Mstep: Class 2 contains 23507 members 
Mstep: Class 3 contains 15257 members 
Mstep: Class 4 contains 13108 members 
Mstep: Class 5 contains 14840 members 
Mstep: Class 6 contains 9279 members 
Mstep: Class 7 contains 4989 members 
Mstep: Class 8 contains 5286 members 
Mstep: Class 9 contains 5546 members 
Mstep: Class 10 contains 107030 members 
Mstep: Class 11 contains 11518 members 
Mstep: Class 12 contains 16304 members 
Mstep: Class 13 contains 2312 members 
Mstep: Class 14 contains 73651 members 
Mstep: Class 15 contains 44831 members 
Mstep: Class 17 contains 10578 members 
Mstep: Class 18 contains 6972 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 16422 members 
Mstep: Class 21 contains 5517 members 
Mstep: Class 22 contains 2588 members 
Mstep: Class 23 contains 8639 members 
Mstep: Class 24 contains 8681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1051.125977 but Gain 3337.335938
Score: -125483920.000000 Penalty: 73421.343750
Iteration 1F: 23 clusters Score -1.254839e+08 nChanged 317801
Entering Unmasked Mstep 
Mstep: Class 0 contains 1375 members 
Mstep: Class 1 contains 182649 members 
Mstep: Class 2 contains 15708 members 
Mstep: Class 3 contains 16322 members 
Mstep: Class 4 contains 4430 members 
Mstep: Class 5 contains 7301 members 
Mstep: Class 6 contains 5272 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 1910 members 
Mstep: Class 10 contains 154398 members 
Mstep: Class 11 contains 6456 members 
Mstep: Class 12 contains 5032 members 
Mstep: Class 13 contains 1359 members 
Mstep: Class 14 contains 173221 members 
Mstep: Class 15 contains 89238 members 
Mstep: Class 17 contains 5295 members 
Mstep: Class 18 contains 1252 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 12194 members 
Mstep: Class 21 contains 2203 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2762 members 
Mstep: Class 24 contains 6282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1396.119141 but Gain 3337.335938
Score: -125804552.000000 Penalty: 70084.007812
Iteration 2F: 22 clusters Score -1.258046e+08 nChanged 207110
Entering Unmasked Mstep 
Mstep: Class 0 contains 760 members 
Mstep: Class 1 contains 168752 members 
Mstep: Class 2 contains 24092 members 
Mstep: Class 3 contains 22916 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 7168 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 10 contains 104240 members 
Mstep: Class 11 contains 6370 members 
Mstep: Class 12 contains 4818 members 
Mstep: Class 13 contains 1144 members 
Mstep: Class 14 contains 136998 members 
Mstep: Class 15 contains 170565 members 
Mstep: Class 17 contains 5134 members 
Mstep: Class 18 contains 1209 members 
Mstep: Class 19 contains 1823 members 
Mstep: Class 20 contains 16373 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 1341 members 
Mstep: Class 23 contains 3202 members 
Mstep: Class 24 contains 6539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125864864.000000 Penalty: 70084.007812
Iteration 3F: 22 clusters Score -1.258649e+08 nChanged 178482
Entering Unmasked Mstep 
Mstep: Class 0 contains 423 members 
Mstep: Class 1 contains 140913 members 
Mstep: Class 2 contains 42271 members 
Mstep: Class 3 contains 45916 members 
Mstep: Class 4 contains 4604 members 
Mstep: Class 5 contains 8221 members 
Mstep: Class 6 contains 5812 members 
Mstep: Class 8 contains 1835 members 
Mstep: Class 10 contains 131857 members 
Mstep: Class 11 contains 8501 members 
Mstep: Class 12 contains 4937 members 
Mstep: Class 13 contains 1180 members 
Mstep: Class 14 contains 112853 members 
Mstep: Class 15 contains 139576 members 
Mstep: Class 17 contains 5253 members 
Mstep: Class 18 contains 1287 members 
Mstep: Class 19 contains 1977 members 
Mstep: Class 20 contains 25476 members 
Mstep: Class 21 contains 2966 members 
Mstep: Class 22 contains 1287 members 
Mstep: Class 23 contains 3044 members 
Mstep: Class 24 contains 8521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -125987616.000000 Penalty: 70084.007812
Iteration 4F: 22 clusters Score -1.259876e+08 nChanged 173083
Entering Unmasked Mstep 
Mstep: Class 0 contains 293 members 
Mstep: Class 1 contains 105397 members 
Mstep: Class 2 contains 65917 members 
Mstep: Class 3 contains 106104 members 
Mstep: Class 4 contains 4395 members 
Mstep: Class 5 contains 8635 members 
Mstep: Class 6 contains 5601 members 
Mstep: Class 8 contains 1576 members 
Mstep: Class 10 contains 97316 members 
Mstep: Class 11 contains 12463 members 
Mstep: Class 12 contains 4477 members 
Mstep: Class 13 contains 1229 members 
Mstep: Class 14 contains 111317 members 
Mstep: Class 15 contains 110193 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 1345 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 37413 members 
Mstep: Class 21 contains 3235 members 
Mstep: Class 22 contains 1176 members 
Mstep: Class 23 contains 2843 members 
Mstep: Class 24 contains 11190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126172936.000000 Penalty: 70084.007812
Iteration 5F: 22 clusters Score -1.261729e+08 nChanged 158915
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 95930 members 
Mstep: Class 2 contains 95613 members 
Mstep: Class 3 contains 101569 members 
Mstep: Class 4 contains 4669 members 
Mstep: Class 5 contains 8074 members 
Mstep: Class 6 contains 4743 members 
Mstep: Class 8 contains 1488 members 
Mstep: Class 10 contains 102824 members 
Mstep: Class 11 contains 17970 members 
Mstep: Class 12 contains 3542 members 
Mstep: Class 13 contains 1196 members 
Mstep: Class 14 contains 84114 members 
Mstep: Class 15 contains 93810 members 
Mstep: Class 17 contains 3649 members 
Mstep: Class 18 contains 1340 members 
Mstep: Class 19 contains 1870 members 
Mstep: Class 20 contains 53970 members 
Mstep: Class 21 contains 3674 members 
Mstep: Class 22 contains 1105 members 
Mstep: Class 23 contains 2790 members 
Mstep: Class 24 contains 14553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3291.668457 but Gain 3337.328125
Score: -126337144.000000 Penalty: 66746.679688
Iteration 6F: 21 clusters Score -1.263371e+08 nChanged 133228
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 88239 members 
Mstep: Class 2 contains 108754 members 
Mstep: Class 3 contains 82247 members 
Mstep: Class 4 contains 6053 members 
Mstep: Class 5 contains 7326 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 8 contains 1341 members 
Mstep: Class 10 contains 77986 members 
Mstep: Class 11 contains 25775 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 91132 members 
Mstep: Class 15 contains 95993 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 1313 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 20 contains 76192 members 
Mstep: Class 21 contains 4405 members 
Mstep: Class 22 contains 1033 members 
Mstep: Class 23 contains 2994 members 
Mstep: Class 24 contains 18188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3082.992676 but Gain 3337.335938
Score: -126452000.000000 Penalty: 63409.343750
Iteration 7F: 20 clusters Score -1.26452e+08 nChanged 134497
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 99370 members 
Mstep: Class 3 contains 95296 members 
Mstep: Class 4 contains 7645 members 
Mstep: Class 5 contains 6522 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 10 contains 83266 members 
Mstep: Class 11 contains 34615 members 
Mstep: Class 13 contains 1410 members 
Mstep: Class 14 contains 68799 members 
Mstep: Class 15 contains 83001 members 
Mstep: Class 17 contains 2382 members 
Mstep: Class 18 contains 1297 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 103080 members 
Mstep: Class 21 contains 4990 members 
Mstep: Class 22 contains 1007 members 
Mstep: Class 23 contains 3112 members 
Mstep: Class 24 contains 21106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3267.506592 but Gain 3337.335938
Score: -126458296.000000 Penalty: 60072.007812
Iteration 8F: 19 clusters Score -1.264583e+08 nChanged 142677
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 102797 members 
Mstep: Class 3 contains 84176 members 
Mstep: Class 4 contains 9059 members 
Mstep: Class 5 contains 6500 members 
Mstep: Class 8 contains 1064 members 
Mstep: Class 10 contains 72856 members 
Mstep: Class 11 contains 51138 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 14 contains 68387 members 
Mstep: Class 15 contains 91256 members 
Mstep: Class 18 contains 1300 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 93610 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 1021 members 
Mstep: Class 23 contains 2850 members 
Mstep: Class 24 contains 27692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 3032.759033 but Gain 3337.332031
Score: -126538432.000000 Penalty: 56734.675781
Iteration 9F: 18 clusters Score -1.265384e+08 nChanged 96618
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 101969 members 
Mstep: Class 3 contains 89288 members 
Mstep: Class 4 contains 11619 members 
Mstep: Class 5 contains 6034 members 
Mstep: Class 8 contains 994 members 
Mstep: Class 10 contains 67028 members 
Mstep: Class 11 contains 70257 members 
Mstep: Class 13 contains 1504 members 
Mstep: Class 14 contains 62344 members 
Mstep: Class 15 contains 88720 members 
Mstep: Class 18 contains 1322 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 85354 members 
Mstep: Class 21 contains 6272 members 
Mstep: Class 22 contains 1075 members 
Mstep: Class 24 contains 34637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126591192.000000 Penalty: 56734.675781
Iteration 10F: 18 clusters Score -1.265912e+08 nChanged 86374
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 97602 members 
Mstep: Class 3 contains 82593 members 
Mstep: Class 4 contains 13188 members 
Mstep: Class 5 contains 5401 members 
Mstep: Class 8 contains 958 members 
Mstep: Class 10 contains 62364 members 
Mstep: Class 11 contains 86883 members 
Mstep: Class 13 contains 1505 members 
Mstep: Class 14 contains 58585 members 
Mstep: Class 15 contains 86291 members 
Mstep: Class 18 contains 1296 members 
Mstep: Class 19 contains 1362 members 
Mstep: Class 20 contains 85753 members 
Mstep: Class 21 contains 6335 members 
Mstep: Class 22 contains 1142 members 
Mstep: Class 24 contains 43741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126633184.000000 Penalty: 56734.675781
Iteration 11F: 18 clusters Score -1.266332e+08 nChanged 82854
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 95695 members 
Mstep: Class 3 contains 81818 members 
Mstep: Class 4 contains 14574 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 8 contains 971 members 
Mstep: Class 10 contains 58022 members 
Mstep: Class 11 contains 103369 members 
Mstep: Class 13 contains 1494 members 
Mstep: Class 14 contains 53874 members 
Mstep: Class 15 contains 79397 members 
Mstep: Class 18 contains 1249 members 
Mstep: Class 19 contains 1259 members 
Mstep: Class 20 contains 80895 members 
Mstep: Class 21 contains 6360 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 24 contains 54538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126625144.000000 Penalty: 56734.675781
Iteration 12F: 18 clusters Score -1.266251e+08 nChanged 79849
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 94619 members 
Mstep: Class 3 contains 79089 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 10 contains 58405 members 
Mstep: Class 11 contains 99972 members 
Mstep: Class 13 contains 1472 members 
Mstep: Class 14 contains 50952 members 
Mstep: Class 15 contains 77016 members 
Mstep: Class 18 contains 1227 members 
Mstep: Class 19 contains 1175 members 
Mstep: Class 20 contains 79348 members 
Mstep: Class 21 contains 6402 members 
Mstep: Class 22 contains 1345 members 
Mstep: Class 24 contains 67770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126648696.000000 Penalty: 56734.675781
Iteration 13F: 18 clusters Score -1.266487e+08 nChanged 57300
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 94117 members 
Mstep: Class 3 contains 79788 members 
Mstep: Class 4 contains 17067 members 
Mstep: Class 5 contains 4104 members 
Mstep: Class 8 contains 1009 members 
Mstep: Class 10 contains 57811 members 
Mstep: Class 11 contains 95176 members 
Mstep: Class 13 contains 1458 members 
Mstep: Class 14 contains 48724 members 
Mstep: Class 15 contains 75190 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 1114 members 
Mstep: Class 20 contains 78632 members 
Mstep: Class 21 contains 6427 members 
Mstep: Class 22 contains 1419 members 
Mstep: Class 24 contains 76587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126668360.000000 Penalty: 56734.675781
Iteration 14F: 18 clusters Score -1.266684e+08 nChanged 47992
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 59819 members 
Mstep: Class 2 contains 92769 members 
Mstep: Class 3 contains 78516 members 
Mstep: Class 4 contains 18468 members 
Mstep: Class 5 contains 3932 members 
Mstep: Class 8 contains 1022 members 
Mstep: Class 10 contains 57540 members 
Mstep: Class 11 contains 93444 members 
Mstep: Class 13 contains 1464 members 
Mstep: Class 14 contains 48496 members 
Mstep: Class 15 contains 72682 members 
Mstep: Class 18 contains 1201 members 
Mstep: Class 19 contains 1051 members 
Mstep: Class 20 contains 77487 members 
Mstep: Class 21 contains 6470 members 
Mstep: Class 22 contains 1460 members 
Mstep: Class 24 contains 82824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126680512.000000 Penalty: 56734.675781
Iteration 15F: 18 clusters Score -1.266805e+08 nChanged 41909
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 91042 members 
Mstep: Class 3 contains 77263 members 
Mstep: Class 4 contains 19975 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 8 contains 1028 members 
Mstep: Class 10 contains 57440 members 
Mstep: Class 11 contains 91914 members 
Mstep: Class 13 contains 1484 members 
Mstep: Class 14 contains 49136 members 
Mstep: Class 15 contains 71083 members 
Mstep: Class 18 contains 1193 members 
Mstep: Class 19 contains 972 members 
Mstep: Class 20 contains 76884 members 
Mstep: Class 21 contains 6466 members 
Mstep: Class 22 contains 1506 members 
Mstep: Class 24 contains 85973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126691936.000000 Penalty: 56734.675781
Iteration 16F: 18 clusters Score -1.266919e+08 nChanged 37071
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 88956 members 
Mstep: Class 3 contains 75248 members 
Mstep: Class 4 contains 21571 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 10 contains 57426 members 
Mstep: Class 11 contains 90383 members 
Mstep: Class 13 contains 1501 members 
Mstep: Class 14 contains 49939 members 
Mstep: Class 15 contains 70191 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 75991 members 
Mstep: Class 21 contains 6411 members 
Mstep: Class 22 contains 1536 members 
Mstep: Class 24 contains 89060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126699344.000000 Penalty: 56734.675781
Iteration 17F: 18 clusters Score -1.266993e+08 nChanged 33511
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 87247 members 
Mstep: Class 3 contains 73770 members 
Mstep: Class 4 contains 23144 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 10 contains 57362 members 
Mstep: Class 11 contains 89550 members 
Mstep: Class 13 contains 1489 members 
Mstep: Class 14 contains 50710 members 
Mstep: Class 15 contains 69459 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 848 members 
Mstep: Class 20 contains 75501 members 
Mstep: Class 21 contains 6306 members 
Mstep: Class 22 contains 1553 members 
Mstep: Class 24 contains 89706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126703760.000000 Penalty: 56734.675781
Iteration 18Q: 18 clusters Score -1.267038e+08 nChanged 26418
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 86314 members 
Mstep: Class 3 contains 73723 members 
Mstep: Class 4 contains 24768 members 
Mstep: Class 5 contains 3914 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 10 contains 57301 members 
Mstep: Class 11 contains 89209 members 
Mstep: Class 13 contains 1485 members 
Mstep: Class 14 contains 51158 members 
Mstep: Class 15 contains 68320 members 
Mstep: Class 18 contains 1223 members 
Mstep: Class 19 contains 807 members 
Mstep: Class 20 contains 75300 members 
Mstep: Class 21 contains 6181 members 
Mstep: Class 22 contains 1561 members 
Mstep: Class 24 contains 88196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126708000.000000 Penalty: 56734.675781
Iteration 19Q: 18 clusters Score -1.26708e+08 nChanged 21147
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 69918 members 
Mstep: Class 2 contains 85724 members 
Mstep: Class 3 contains 74188 members 
Mstep: Class 4 contains 26650 members 
Mstep: Class 5 contains 4021 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 10 contains 57177 members 
Mstep: Class 11 contains 88932 members 
Mstep: Class 13 contains 1456 members 
Mstep: Class 14 contains 51486 members 
Mstep: Class 15 contains 66866 members 
Mstep: Class 18 contains 1227 members 
Mstep: Class 19 contains 780 members 
Mstep: Class 20 contains 75183 members 
Mstep: Class 21 contains 5991 members 
Mstep: Class 22 contains 1573 members 
Mstep: Class 24 contains 86386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126712768.000000 Penalty: 56734.675781
Iteration 20F: 18 clusters Score -1.267128e+08 nChanged 19588
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 85132 members 
Mstep: Class 3 contains 74617 members 
Mstep: Class 4 contains 28707 members 
Mstep: Class 5 contains 4171 members 
Mstep: Class 8 contains 1109 members 
Mstep: Class 10 contains 57130 members 
Mstep: Class 11 contains 88740 members 
Mstep: Class 13 contains 1442 members 
Mstep: Class 14 contains 51806 members 
Mstep: Class 15 contains 65186 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 749 members 
Mstep: Class 20 contains 75161 members 
Mstep: Class 21 contains 5803 members 
Mstep: Class 22 contains 1575 members 
Mstep: Class 24 contains 84808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126716344.000000 Penalty: 56734.675781
Iteration 21Q: 18 clusters Score -1.267163e+08 nChanged 19051
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 84589 members 
Mstep: Class 3 contains 74791 members 
Mstep: Class 4 contains 30910 members 
Mstep: Class 5 contains 4362 members 
Mstep: Class 8 contains 1118 members 
Mstep: Class 10 contains 57111 members 
Mstep: Class 11 contains 88608 members 
Mstep: Class 13 contains 1427 members 
Mstep: Class 14 contains 52186 members 
Mstep: Class 15 contains 63559 members 
Mstep: Class 18 contains 1166 members 
Mstep: Class 19 contains 727 members 
Mstep: Class 20 contains 75124 members 
Mstep: Class 21 contains 5575 members 
Mstep: Class 22 contains 1583 members 
Mstep: Class 24 contains 83169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126719608.000000 Penalty: 56734.675781
Iteration 22Q: 18 clusters Score -1.267196e+08 nChanged 18948
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 74061 members 
Mstep: Class 2 contains 83906 members 
Mstep: Class 3 contains 74810 members 
Mstep: Class 4 contains 33373 members 
Mstep: Class 5 contains 4609 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 10 contains 57190 members 
Mstep: Class 11 contains 88415 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 52559 members 
Mstep: Class 15 contains 62219 members 
Mstep: Class 18 contains 1113 members 
Mstep: Class 19 contains 707 members 
Mstep: Class 20 contains 75179 members 
Mstep: Class 21 contains 5365 members 
Mstep: Class 22 contains 1574 members 
Mstep: Class 24 contains 81044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126723736.000000 Penalty: 56734.675781
Iteration 23Q: 18 clusters Score -1.267237e+08 nChanged 18325
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 75542 members 
Mstep: Class 2 contains 83431 members 
Mstep: Class 3 contains 74445 members 
Mstep: Class 4 contains 35988 members 
Mstep: Class 5 contains 4914 members 
Mstep: Class 8 contains 1124 members 
Mstep: Class 10 contains 57304 members 
Mstep: Class 11 contains 88086 members 
Mstep: Class 13 contains 1416 members 
Mstep: Class 14 contains 53009 members 
Mstep: Class 15 contains 61289 members 
Mstep: Class 18 contains 1083 members 
Mstep: Class 19 contains 691 members 
Mstep: Class 20 contains 74817 members 
Mstep: Class 21 contains 5096 members 
Mstep: Class 22 contains 1570 members 
Mstep: Class 24 contains 78865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126727512.000000 Penalty: 56734.675781
Iteration 24Q: 18 clusters Score -1.267275e+08 nChanged 17155
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 82656 members 
Mstep: Class 3 contains 73941 members 
Mstep: Class 4 contains 38671 members 
Mstep: Class 5 contains 5278 members 
Mstep: Class 8 contains 1120 members 
Mstep: Class 10 contains 57203 members 
Mstep: Class 11 contains 87767 members 
Mstep: Class 13 contains 1409 members 
Mstep: Class 14 contains 53409 members 
Mstep: Class 15 contains 60621 members 
Mstep: Class 18 contains 1041 members 
Mstep: Class 19 contains 680 members 
Mstep: Class 20 contains 74485 members 
Mstep: Class 21 contains 4857 members 
Mstep: Class 22 contains 1573 members 
Mstep: Class 24 contains 77316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126732224.000000 Penalty: 56734.675781
Iteration 25Q: 18 clusters Score -1.267322e+08 nChanged 16244
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 77104 members 
Mstep: Class 2 contains 81894 members 
Mstep: Class 3 contains 73396 members 
Mstep: Class 4 contains 41458 members 
Mstep: Class 5 contains 5718 members 
Mstep: Class 8 contains 1115 members 
Mstep: Class 10 contains 57002 members 
Mstep: Class 11 contains 87536 members 
Mstep: Class 13 contains 1399 members 
Mstep: Class 14 contains 53782 members 
Mstep: Class 15 contains 60161 members 
Mstep: Class 18 contains 1002 members 
Mstep: Class 19 contains 676 members 
Mstep: Class 20 contains 73949 members 
Mstep: Class 21 contains 4670 members 
Mstep: Class 22 contains 1560 members 
Mstep: Class 24 contains 76248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126737024.000000 Penalty: 56734.675781
Iteration 26Q: 18 clusters Score -1.26737e+08 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 81003 members 
Mstep: Class 3 contains 72903 members 
Mstep: Class 4 contains 44217 members 
Mstep: Class 5 contains 6248 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 10 contains 56681 members 
Mstep: Class 11 contains 87346 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 54035 members 
Mstep: Class 15 contains 59724 members 
Mstep: Class 18 contains 971 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 73352 members 
Mstep: Class 21 contains 4535 members 
Mstep: Class 22 contains 1549 members 
Mstep: Class 24 contains 75609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126740704.000000 Penalty: 56734.675781
Iteration 27Q: 18 clusters Score -1.267407e+08 nChanged 14342
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 77599 members 
Mstep: Class 2 contains 79872 members 
Mstep: Class 3 contains 72466 members 
Mstep: Class 4 contains 47056 members 
Mstep: Class 5 contains 6910 members 
Mstep: Class 8 contains 1086 members 
Mstep: Class 10 contains 56301 members 
Mstep: Class 11 contains 87096 members 
Mstep: Class 13 contains 1387 members 
Mstep: Class 14 contains 54298 members 
Mstep: Class 15 contains 59261 members 
Mstep: Class 18 contains 948 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 72850 members 
Mstep: Class 21 contains 4460 members 
Mstep: Class 22 contains 1546 members 
Mstep: Class 24 contains 74860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126744448.000000 Penalty: 56734.675781
Iteration 28Q: 18 clusters Score -1.267444e+08 nChanged 14127
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 77727 members 
Mstep: Class 2 contains 78577 members 
Mstep: Class 3 contains 71957 members 
Mstep: Class 4 contains 49857 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 10 contains 55882 members 
Mstep: Class 11 contains 86839 members 
Mstep: Class 13 contains 1383 members 
Mstep: Class 14 contains 54463 members 
Mstep: Class 15 contains 58809 members 
Mstep: Class 18 contains 937 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 72385 members 
Mstep: Class 21 contains 4447 members 
Mstep: Class 22 contains 1543 members 
Mstep: Class 24 contains 74323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126747984.000000 Penalty: 56734.675781
Iteration 29Q: 18 clusters Score -1.26748e+08 nChanged 13904
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 77217 members 
Mstep: Class 3 contains 71438 members 
Mstep: Class 4 contains 52689 members 
Mstep: Class 5 contains 8831 members 
Mstep: Class 8 contains 1068 members 
Mstep: Class 10 contains 55457 members 
Mstep: Class 11 contains 86508 members 
Mstep: Class 13 contains 1381 members 
Mstep: Class 14 contains 54688 members 
Mstep: Class 15 contains 58312 members 
Mstep: Class 18 contains 927 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 71795 members 
Mstep: Class 21 contains 4476 members 
Mstep: Class 22 contains 1540 members 
Mstep: Class 24 contains 73938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126751664.000000 Penalty: 56734.675781
Iteration 30Q: 18 clusters Score -1.267517e+08 nChanged 13903
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 77830 members 
Mstep: Class 2 contains 75944 members 
Mstep: Class 3 contains 70953 members 
Mstep: Class 4 contains 55451 members 
Mstep: Class 5 contains 10125 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 10 contains 54983 members 
Mstep: Class 11 contains 86084 members 
Mstep: Class 13 contains 1380 members 
Mstep: Class 14 contains 54833 members 
Mstep: Class 15 contains 57745 members 
Mstep: Class 18 contains 919 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 71092 members 
Mstep: Class 21 contains 4570 members 
Mstep: Class 22 contains 1534 members 
Mstep: Class 24 contains 73494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126756176.000000 Penalty: 56734.675781
Iteration 31Q: 18 clusters Score -1.267562e+08 nChanged 14207
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 77723 members 
Mstep: Class 2 contains 74506 members 
Mstep: Class 3 contains 70401 members 
Mstep: Class 4 contains 58299 members 
Mstep: Class 5 contains 11710 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 10 contains 54669 members 
Mstep: Class 11 contains 85689 members 
Mstep: Class 13 contains 1380 members 
Mstep: Class 14 contains 54935 members 
Mstep: Class 15 contains 57265 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 70167 members 
Mstep: Class 21 contains 4704 members 
Mstep: Class 22 contains 1532 members 
Mstep: Class 24 contains 73051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126759280.000000 Penalty: 56734.675781
Iteration 32Q: 18 clusters Score -1.267593e+08 nChanged 14386
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 73056 members 
Mstep: Class 3 contains 69805 members 
Mstep: Class 4 contains 61300 members 
Mstep: Class 5 contains 13575 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 10 contains 54354 members 
Mstep: Class 11 contains 85167 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 54903 members 
Mstep: Class 15 contains 56761 members 
Mstep: Class 18 contains 908 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 69066 members 
Mstep: Class 21 contains 4889 members 
Mstep: Class 22 contains 1534 members 
Mstep: Class 24 contains 72593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126763704.000000 Penalty: 56734.675781
Iteration 33Q: 18 clusters Score -1.267637e+08 nChanged 14712
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 71564 members 
Mstep: Class 3 contains 69264 members 
Mstep: Class 4 contains 64466 members 
Mstep: Class 5 contains 15713 members 
Mstep: Class 8 contains 1042 members 
Mstep: Class 10 contains 54076 members 
Mstep: Class 11 contains 84629 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 54818 members 
Mstep: Class 15 contains 56250 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 67883 members 
Mstep: Class 21 contains 5117 members 
Mstep: Class 22 contains 1536 members 
Mstep: Class 24 contains 72030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126767784.000000 Penalty: 56734.675781
Iteration 34Q: 18 clusters Score -1.267678e+08 nChanged 15124
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 76933 members 
Mstep: Class 2 contains 69981 members 
Mstep: Class 3 contains 68655 members 
Mstep: Class 4 contains 67799 members 
Mstep: Class 5 contains 18087 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 10 contains 53738 members 
Mstep: Class 11 contains 83928 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 54844 members 
Mstep: Class 15 contains 55748 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 66627 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 1536 members 
Mstep: Class 24 contains 71376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126771136.000000 Penalty: 56734.675781
Iteration 35Q: 18 clusters Score -1.267711e+08 nChanged 15620
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 76662 members 
Mstep: Class 2 contains 68191 members 
Mstep: Class 3 contains 68057 members 
Mstep: Class 4 contains 71416 members 
Mstep: Class 5 contains 20724 members 
Mstep: Class 8 contains 1035 members 
Mstep: Class 10 contains 53320 members 
Mstep: Class 11 contains 82999 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 54757 members 
Mstep: Class 15 contains 55229 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 65416 members 
Mstep: Class 21 contains 5780 members 
Mstep: Class 22 contains 1540 members 
Mstep: Class 24 contains 70581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126773440.000000 Penalty: 56734.675781
Iteration 36Q: 18 clusters Score -1.267734e+08 nChanged 16099
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 66188 members 
Mstep: Class 3 contains 67412 members 
Mstep: Class 4 contains 75305 members 
Mstep: Class 5 contains 23712 members 
Mstep: Class 8 contains 1032 members 
Mstep: Class 10 contains 53018 members 
Mstep: Class 11 contains 81770 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 54596 members 
Mstep: Class 15 contains 54755 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 64233 members 
Mstep: Class 21 contains 6220 members 
Mstep: Class 22 contains 1550 members 
Mstep: Class 24 contains 69725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126777520.000000 Penalty: 56734.675781
Iteration 37Q: 18 clusters Score -1.267775e+08 nChanged 16897
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 75761 members 
Mstep: Class 2 contains 63716 members 
Mstep: Class 3 contains 66610 members 
Mstep: Class 4 contains 79542 members 
Mstep: Class 5 contains 27091 members 
Mstep: Class 8 contains 1029 members 
Mstep: Class 10 contains 52681 members 
Mstep: Class 11 contains 80550 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 54482 members 
Mstep: Class 15 contains 54245 members 
Mstep: Class 18 contains 921 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 62887 members 
Mstep: Class 21 contains 6719 members 
Mstep: Class 22 contains 1555 members 
Mstep: Class 24 contains 68829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126783480.000000 Penalty: 56734.675781
Iteration 38Q: 18 clusters Score -1.267835e+08 nChanged 17460
Entering ConstructFrom: 
Score: -126783480.000000 Penalty: 56734.675781
Entering ConstructFrom: 
Trying to split cluster 1 (74993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74993 members 
Entering Unmasked Estep 
Score: -14035355.000000 Penalty: 2783.837158
	Iteration 0F: 2 clusters Score -1.403536e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -14019595.000000 Penalty: 5567.674316
	Iteration 0F: 3 clusters Score -1.40196e+07 nChanged 35132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -14039281.000000 Penalty: 5567.674316
	Iteration 1F: 3 clusters Score -1.403928e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -14039763.000000 Penalty: 5567.674316
	Iteration 2Q: 3 clusters Score -1.403976e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -14040474.000000 Penalty: 5567.674316
	Iteration 3Q: 3 clusters Score -1.404047e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -14041332.000000 Penalty: 5567.674316
	Iteration 4Q: 3 clusters Score -1.404133e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -14041862.000000 Penalty: 5567.674316
	Iteration 5Q: 3 clusters Score -1.404186e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -14041488.000000 Penalty: 5567.674316
	Iteration 6F: 3 clusters Score -1.404149e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -14040991.000000 Penalty: 5567.674316
	Iteration 7F: 3 clusters Score -1.404099e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -14041367.000000 Penalty: 5567.674316
	Iteration 8F: 3 clusters Score -1.404137e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -14043962.000000 Penalty: 5567.674316
	Iteration 9F: 3 clusters Score -1.404396e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -14047796.000000 Penalty: 5567.674316
	Iteration 10F: 3 clusters Score -1.40478e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -14051146.000000 Penalty: 5567.674316
	Iteration 11F: 3 clusters Score -1.405115e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -14053092.000000 Penalty: 5567.674316
	Iteration 12Q: 3 clusters Score -1.405309e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -14053996.000000 Penalty: 5567.674316
	Iteration 13Q: 3 clusters Score -1.4054e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -14054478.000000 Penalty: 5567.674316
	Iteration 14Q: 3 clusters Score -1.405448e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -14054696.000000 Penalty: 5567.674316
	Iteration 15Q: 3 clusters Score -1.40547e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 32437 members 
Entering Unmasked Estep 
Score: -14054820.000000 Penalty: 5567.674316
	Iteration 16Q: 3 clusters Score -1.405482e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -14054950.000000 Penalty: 5567.674316
	Iteration 17Q: 3 clusters Score -1.405495e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -14055075.000000 Penalty: 5567.674316
	Iteration 18Q: 3 clusters Score -1.405508e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -14055149.000000 Penalty: 5567.674316
	Iteration 19Q: 3 clusters Score -1.405515e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -14055184.000000 Penalty: 5567.674316
	Iteration 20F: 3 clusters Score -1.405518e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -14055226.000000 Penalty: 5567.674316
	Iteration 21Q: 3 clusters Score -1.405523e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -14055248.000000 Penalty: 5567.674316
	Iteration 22Q: 3 clusters Score -1.405525e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -14055292.000000 Penalty: 5567.674316
	Iteration 23Q: 3 clusters Score -1.405529e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -14055355.000000 Penalty: 5567.674316
	Iteration 24Q: 3 clusters Score -1.405536e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -14055386.000000 Penalty: 5567.674316
	Iteration 25Q: 3 clusters Score -1.405539e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -14055442.000000 Penalty: 5567.674316
	Iteration 26Q: 3 clusters Score -1.405544e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -14055414.000000 Penalty: 5567.674316
	Iteration 27Q: 3 clusters Score -1.405541e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -14055443.000000 Penalty: 5567.674316
	Iteration 28Q: 3 clusters Score -1.405544e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -14055483.000000 Penalty: 5567.674316
	Iteration 29Q: 3 clusters Score -1.405548e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -14055489.000000 Penalty: 5567.674316
	Iteration 30Q: 3 clusters Score -1.405549e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -14055542.000000 Penalty: 5567.674316
	Iteration 31Q: 3 clusters Score -1.405554e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -14055568.000000 Penalty: 5567.674316
	Iteration 32Q: 3 clusters Score -1.405557e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -14055594.000000 Penalty: 5567.674316
	Iteration 33Q: 3 clusters Score -1.405559e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -14055661.000000 Penalty: 5567.674316
	Iteration 34Q: 3 clusters Score -1.405566e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -14055723.000000 Penalty: 5567.674316
	Iteration 35Q: 3 clusters Score -1.405572e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -14055776.000000 Penalty: 5567.674316
	Iteration 36Q: 3 clusters Score -1.405578e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -14055844.000000 Penalty: 5567.674316
	Iteration 37Q: 3 clusters Score -1.405584e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -14055874.000000 Penalty: 5567.674316
	Iteration 38Q: 3 clusters Score -1.405587e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -14055837.000000 Penalty: 5567.674316
	Iteration 39Q: 3 clusters Score -1.405584e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -14055875.000000 Penalty: 5567.674316
	Iteration 40F: 3 clusters Score -1.405588e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -14055978.000000 Penalty: 5567.674316
	Iteration 41Q: 3 clusters Score -1.405598e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -14055992.000000 Penalty: 5567.674316
	Iteration 42Q: 3 clusters Score -1.405599e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -14056091.000000 Penalty: 5567.674316
	Iteration 43Q: 3 clusters Score -1.405609e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -14056146.000000 Penalty: 5567.674316
	Iteration 44Q: 3 clusters Score -1.405615e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -14056182.000000 Penalty: 5567.674316
	Iteration 45Q: 3 clusters Score -1.405618e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -14056257.000000 Penalty: 5567.674316
	Iteration 46Q: 3 clusters Score -1.405626e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -14056292.000000 Penalty: 5567.674316
	Iteration 47Q: 3 clusters Score -1.405629e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -14056365.000000 Penalty: 5567.674316
	Iteration 48Q: 3 clusters Score -1.405636e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -14056464.000000 Penalty: 5567.674316
	Iteration 49Q: 3 clusters Score -1.405646e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -14056605.000000 Penalty: 5567.674316
	Iteration 50Q: 3 clusters Score -1.40566e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -14056709.000000 Penalty: 5567.674316
	Iteration 51Q: 3 clusters Score -1.405671e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -14056783.000000 Penalty: 5567.674316
	Iteration 52Q: 3 clusters Score -1.405678e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -14056783.000000 Penalty: 5567.674316
	Iteration 53Q: 3 clusters Score -1.405678e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -14056861.000000 Penalty: 5567.674316
	Iteration 54Q: 3 clusters Score -1.405686e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -14056882.000000 Penalty: 5567.674316
	Iteration 55Q: 3 clusters Score -1.405688e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -14056937.000000 Penalty: 5567.674316
	Iteration 56Q: 3 clusters Score -1.405694e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -14056970.000000 Penalty: 5567.674316
	Iteration 57Q: 3 clusters Score -1.405697e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -14056997.000000 Penalty: 5567.674316
	Iteration 58Q: 3 clusters Score -1.4057e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -14057089.000000 Penalty: 5567.674316
	Iteration 59Q: 3 clusters Score -1.405709e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -14057111.000000 Penalty: 5567.674316
	Iteration 60F: 3 clusters Score -1.405711e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -14057146.000000 Penalty: 5567.674316
	Iteration 61Q: 3 clusters Score -1.405715e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -14057182.000000 Penalty: 5567.674316
	Iteration 62Q: 3 clusters Score -1.405718e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -14057290.000000 Penalty: 5567.674316
	Iteration 63Q: 3 clusters Score -1.405729e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -14057390.000000 Penalty: 5567.674316
	Iteration 64Q: 3 clusters Score -1.405739e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -14057396.000000 Penalty: 5567.674316
	Iteration 65Q: 3 clusters Score -1.40574e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -14057451.000000 Penalty: 5567.674316
	Iteration 66Q: 3 clusters Score -1.405745e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -14057512.000000 Penalty: 5567.674316
	Iteration 67Q: 3 clusters Score -1.405751e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -14057560.000000 Penalty: 5567.674316
	Iteration 68Q: 3 clusters Score -1.405756e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -14057578.000000 Penalty: 5567.674316
	Iteration 69Q: 3 clusters Score -1.405758e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -14057609.000000 Penalty: 5567.674316
	Iteration 70Q: 3 clusters Score -1.405761e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -14057625.000000 Penalty: 5567.674316
	Iteration 71Q: 3 clusters Score -1.405762e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -14057648.000000 Penalty: 5567.674316
	Iteration 72Q: 3 clusters Score -1.405765e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -14057608.000000 Penalty: 5567.674316
	Iteration 73Q: 3 clusters Score -1.405761e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -14057647.000000 Penalty: 5567.674316
	Iteration 74Q: 3 clusters Score -1.405765e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -14057642.000000 Penalty: 5567.674316
	Iteration 75Q: 3 clusters Score -1.405764e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -14057622.000000 Penalty: 5567.674316
	Iteration 76Q: 3 clusters Score -1.405762e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -14057665.000000 Penalty: 5567.674316
	Iteration 77Q: 3 clusters Score -1.405766e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -14057673.000000 Penalty: 5567.674316
	Iteration 78Q: 3 clusters Score -1.405767e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -14057680.000000 Penalty: 5567.674316
	Iteration 79Q: 3 clusters Score -1.405768e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -14057687.000000 Penalty: 5567.674316
	Iteration 80F: 3 clusters Score -1.405769e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -14057674.000000 Penalty: 5567.674316
	Iteration 81Q: 3 clusters Score -1.405767e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -14057695.000000 Penalty: 5567.674316
	Iteration 82Q: 3 clusters Score -1.40577e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -14057681.000000 Penalty: 5567.674316
	Iteration 83Q: 3 clusters Score -1.405768e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -14057684.000000 Penalty: 5567.674316
	Iteration 84Q: 3 clusters Score -1.405768e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -14057691.000000 Penalty: 5567.674316
	Iteration 85Q: 3 clusters Score -1.405769e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -14057717.000000 Penalty: 5567.674316
	Iteration 86Q: 3 clusters Score -1.405772e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -14057723.000000 Penalty: 5567.674316
	Iteration 87Q: 3 clusters Score -1.405772e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -14057758.000000 Penalty: 5567.674316
	Iteration 88Q: 3 clusters Score -1.405776e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -14057746.000000 Penalty: 5567.674316
	Iteration 89Q: 3 clusters Score -1.405775e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -14057738.000000 Penalty: 5567.674316
	Iteration 90Q: 3 clusters Score -1.405774e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -14057728.000000 Penalty: 5567.674316
	Iteration 91Q: 3 clusters Score -1.405773e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 32545 members 
Entering Unmasked Estep 
Score: -14057711.000000 Penalty: 5567.674316
	Iteration 92Q: 3 clusters Score -1.405771e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -14057703.000000 Penalty: 5567.674316
	Iteration 93Q: 3 clusters Score -1.40577e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -14057708.000000 Penalty: 5567.674316
	Iteration 94Q: 3 clusters Score -1.405771e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -14057715.000000 Penalty: 5567.674316
	Iteration 95Q: 3 clusters Score -1.405772e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -14057712.000000 Penalty: 5567.674316
	Iteration 96Q: 3 clusters Score -1.405771e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -14057715.000000 Penalty: 5567.674316
	Iteration 97Q: 3 clusters Score -1.405772e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -14057725.000000 Penalty: 5567.674316
	Iteration 98Q: 3 clusters Score -1.405772e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -14057690.000000 Penalty: 5567.674316
	Iteration 99Q: 3 clusters Score -1.405769e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -14057692.000000 Penalty: 5567.674316
	Iteration 100F: 3 clusters Score -1.405769e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -14057682.000000 Penalty: 5567.674316
	Iteration 101Q: 3 clusters Score -1.405768e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -14057684.000000 Penalty: 5567.674316
	Iteration 102Q: 3 clusters Score -1.405768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -14057684.000000 Penalty: 5567.674316
	Iteration 103Q: 3 clusters Score -1.405768e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
Score: -14057698.000000 Penalty: 5567.674316
	Iteration 104Q: 3 clusters Score -1.40577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -14057686.000000 Penalty: 5567.674316
	Iteration 105Q: 3 clusters Score -1.405769e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -14057684.000000 Penalty: 5567.674316
	Iteration 106Q: 3 clusters Score -1.405768e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -14057691.000000 Penalty: 5567.674316
	Iteration 107Q: 3 clusters Score -1.405769e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -14057688.000000 Penalty: 5567.674316
	Iteration 108Q: 3 clusters Score -1.405769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -14057704.000000 Penalty: 5567.674316
	Iteration 109Q: 3 clusters Score -1.40577e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -14057678.000000 Penalty: 5567.674316
	Iteration 110Q: 3 clusters Score -1.405768e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -14057687.000000 Penalty: 5567.674316
	Iteration 111Q: 3 clusters Score -1.405769e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -14057682.000000 Penalty: 5567.674316
	Iteration 112Q: 3 clusters Score -1.405768e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -14057696.000000 Penalty: 5567.674316
	Iteration 113Q: 3 clusters Score -1.40577e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -14057704.000000 Penalty: 5567.674316
	Iteration 114Q: 3 clusters Score -1.40577e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -14057709.000000 Penalty: 5567.674316
	Iteration 115Q: 3 clusters Score -1.405771e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -14057696.000000 Penalty: 5567.674316
	Iteration 116Q: 3 clusters Score -1.40577e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -14057706.000000 Penalty: 5567.674316
	Iteration 117Q: 3 clusters Score -1.405771e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -14057678.000000 Penalty: 5567.674316
	Iteration 118Q: 3 clusters Score -1.405768e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -14057673.000000 Penalty: 5567.674316
	Iteration 119Q: 3 clusters Score -1.405767e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -14057673.000000 Penalty: 5567.674316
	Iteration 120F: 3 clusters Score -1.405767e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -14057673.000000 Penalty: 5567.674316
	Iteration 121Q: 3 clusters Score -1.405767e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -14057665.000000 Penalty: 5567.674316
	Iteration 122Q: 3 clusters Score -1.405766e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -14057674.000000 Penalty: 5567.674316
	Iteration 123Q: 3 clusters Score -1.405767e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -14057676.000000 Penalty: 5567.674316
	Iteration 124Q: 3 clusters Score -1.405768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -14057683.000000 Penalty: 5567.674316
	Iteration 125Q: 3 clusters Score -1.405768e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -14057686.000000 Penalty: 5567.674316
	Iteration 126Q: 3 clusters Score -1.405769e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -14057708.000000 Penalty: 5567.674316
	Iteration 127Q: 3 clusters Score -1.405771e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -14057713.000000 Penalty: 5567.674316
	Iteration 128Q: 3 clusters Score -1.405771e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -14057716.000000 Penalty: 5567.674316
	Iteration 129Q: 3 clusters Score -1.405772e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -14057723.000000 Penalty: 5567.674316
	Iteration 130Q: 3 clusters Score -1.405772e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -14057730.000000 Penalty: 5567.674316
	Iteration 131Q: 3 clusters Score -1.405773e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -14057729.000000 Penalty: 5567.674316
	Iteration 132Q: 3 clusters Score -1.405773e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -14057711.000000 Penalty: 5567.674316
	Iteration 133Q: 3 clusters Score -1.405771e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -14057690.000000 Penalty: 5567.674316
	Iteration 134Q: 3 clusters Score -1.405769e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -14057697.000000 Penalty: 5567.674316
	Iteration 135Q: 3 clusters Score -1.40577e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -14057699.000000 Penalty: 5567.674316
	Iteration 136Q: 3 clusters Score -1.40577e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -14057694.000000 Penalty: 5567.674316
	Iteration 137Q: 3 clusters Score -1.405769e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -14057711.000000 Penalty: 5567.674316
	Iteration 138Q: 3 clusters Score -1.405771e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -14057708.000000 Penalty: 5567.674316
	Iteration 139Q: 3 clusters Score -1.405771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -14057708.000000 Penalty: 5567.674316
	Iteration 140F: 3 clusters Score -1.405771e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -14057712.000000 Penalty: 5567.674316
	Iteration 141Q: 3 clusters Score -1.405771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -14057701.000000 Penalty: 5567.674316
	Iteration 142Q: 3 clusters Score -1.40577e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -14057694.000000 Penalty: 5567.674316
	Iteration 143Q: 3 clusters Score -1.405769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -14057689.000000 Penalty: 5567.674316
	Iteration 144Q: 3 clusters Score -1.405769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -14057676.000000 Penalty: 5567.674316
	Iteration 145Q: 3 clusters Score -1.405768e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -14057672.000000 Penalty: 5567.674316
	Iteration 146Q: 3 clusters Score -1.405767e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -14057679.000000 Penalty: 5567.674316
	Iteration 147Q: 3 clusters Score -1.405768e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -14057683.000000 Penalty: 5567.674316
	Iteration 148Q: 3 clusters Score -1.405768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -14057696.000000 Penalty: 5567.674316
	Iteration 149Q: 3 clusters Score -1.40577e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -14057686.000000 Penalty: 5567.674316
	Iteration 150Q: 3 clusters Score -1.405769e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -14057653.000000 Penalty: 5567.674316
	Iteration 151Q: 3 clusters Score -1.405765e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -14057668.000000 Penalty: 5567.674316
	Iteration 152Q: 3 clusters Score -1.405767e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -14057695.000000 Penalty: 5567.674316
	Iteration 153Q: 3 clusters Score -1.40577e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -14057695.000000 Penalty: 5567.674316
	Iteration 154Q: 3 clusters Score -1.40577e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -14057714.000000 Penalty: 5567.674316
	Iteration 155Q: 3 clusters Score -1.405771e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -14057732.000000 Penalty: 5567.674316
	Iteration 156Q: 3 clusters Score -1.405773e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -14057729.000000 Penalty: 5567.674316
	Iteration 157Q: 3 clusters Score -1.405773e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -14057728.000000 Penalty: 5567.674316
	Iteration 158Q: 3 clusters Score -1.405773e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -14057722.000000 Penalty: 5567.674316
	Iteration 159Q: 3 clusters Score -1.405772e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -14057720.000000 Penalty: 5567.674316
	Iteration 160F: 3 clusters Score -1.405772e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -14057732.000000 Penalty: 5567.674316
	Iteration 161Q: 3 clusters Score -1.405773e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -14057723.000000 Penalty: 5567.674316
	Iteration 162Q: 3 clusters Score -1.405772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -14057735.000000 Penalty: 5567.674316
	Iteration 163Q: 3 clusters Score -1.405774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -14057746.000000 Penalty: 5567.674316
	Iteration 164Q: 3 clusters Score -1.405775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -14057748.000000 Penalty: 5567.674316
	Iteration 165Q: 3 clusters Score -1.405775e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -14057739.000000 Penalty: 5567.674316
	Iteration 166Q: 3 clusters Score -1.405774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -14057737.000000 Penalty: 5567.674316
	Iteration 167Q: 3 clusters Score -1.405774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -14057731.000000 Penalty: 5567.674316
	Iteration 168Q: 3 clusters Score -1.405773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -14057735.000000 Penalty: 5567.674316
	Iteration 169Q: 3 clusters Score -1.405774e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -14057730.000000 Penalty: 5567.674316
	Iteration 170Q: 3 clusters Score -1.405773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -14057729.000000 Penalty: 5567.674316
	Iteration 171Q: 3 clusters Score -1.405773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -14057717.000000 Penalty: 5567.674316
	Iteration 172Q: 3 clusters Score -1.405772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -14057722.000000 Penalty: 5567.674316
	Iteration 173Q: 3 clusters Score -1.405772e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -14057723.000000 Penalty: 5567.674316
	Iteration 174Q: 3 clusters Score -1.405772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -14057725.000000 Penalty: 5567.674316
	Iteration 175Q: 3 clusters Score -1.405772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -14057726.000000 Penalty: 5567.674316
	Iteration 176Q: 3 clusters Score -1.405773e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -14057734.000000 Penalty: 5567.674316
	Iteration 177Q: 3 clusters Score -1.405773e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -14057737.000000 Penalty: 5567.674316
	Iteration 178Q: 3 clusters Score -1.405774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -14057737.000000 Penalty: 5567.674316
	Iteration 179Q: 3 clusters Score -1.405774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -14057750.000000 Penalty: 5567.674316
	Iteration 180F: 3 clusters Score -1.405775e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -14057737.000000 Penalty: 5567.674316
	Iteration 181Q: 3 clusters Score -1.405774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -14057745.000000 Penalty: 5567.674316
	Iteration 182Q: 3 clusters Score -1.405774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -14057739.000000 Penalty: 5567.674316
	Iteration 183Q: 3 clusters Score -1.405774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -14057751.000000 Penalty: 5567.674316
	Iteration 184Q: 3 clusters Score -1.405775e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -14057737.000000 Penalty: 5567.674316
	Iteration 185Q: 3 clusters Score -1.405774e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -14057750.000000 Penalty: 5567.674316
	Iteration 186Q: 3 clusters Score -1.405775e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -14057756.000000 Penalty: 5567.674316
	Iteration 187Q: 3 clusters Score -1.405776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -14057746.000000 Penalty: 5567.674316
	Iteration 188Q: 3 clusters Score -1.405775e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -14057739.000000 Penalty: 5567.674316
	Iteration 189Q: 3 clusters Score -1.405774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -14057724.000000 Penalty: 5567.674316
	Iteration 190Q: 3 clusters Score -1.405772e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -14057715.000000 Penalty: 5567.674316
	Iteration 191Q: 3 clusters Score -1.405772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 32028 members 
Entering Unmasked Estep 
Score: -14057728.000000 Penalty: 5567.674316
	Iteration 192Q: 3 clusters Score -1.405773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -14057737.000000 Penalty: 5567.674316
	Iteration 193Q: 3 clusters Score -1.405774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -14057726.000000 Penalty: 5567.674316
	Iteration 194Q: 3 clusters Score -1.405773e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -14057723.000000 Penalty: 5567.674316
	Iteration 195Q: 3 clusters Score -1.405772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -14057731.000000 Penalty: 5567.674316
	Iteration 196Q: 3 clusters Score -1.405773e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -14057732.000000 Penalty: 5567.674316
	Iteration 197Q: 3 clusters Score -1.405773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -14057733.000000 Penalty: 5567.674316
	Iteration 198Q: 3 clusters Score -1.405773e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -14057734.000000 Penalty: 5567.674316
	Iteration 199Q: 3 clusters Score -1.405773e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -14057720.000000 Penalty: 5567.674316
	Iteration 200F: 3 clusters Score -1.405772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -14057720.000000 Penalty: 5567.674316
	Iteration 201Q: 3 clusters Score -1.405772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -14057717.000000 Penalty: 5567.674316
	Iteration 202Q: 3 clusters Score -1.405772e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -14057717.000000 Penalty: 5567.674316
	Iteration 203Q: 3 clusters Score -1.405772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -14057717.000000 Penalty: 5567.674316
	Iteration 204F: 3 clusters Score -1.405772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 61077 members 
Mstep: Class 3 contains 65682 members 
Mstep: Class 4 contains 84066 members 
Mstep: Class 5 contains 30874 members 
Mstep: Class 6 contains 32005 members 
Mstep: Class 8 contains 1027 members 
Mstep: Class 10 contains 52313 members 
Mstep: Class 11 contains 79470 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 54273 members 
Mstep: Class 15 contains 53776 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 61604 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 24 contains 67708 members 
Entering Unmasked Estep 
Score: -126808496.000000 Penalty: 60072.007812
Splitting cluster 1 changes total score from -126783480.000000 to -126808496.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 2 (61077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Entering Unmasked Estep 
Score: -11216271.000000 Penalty: 2732.932861
	Iteration 0F: 2 clusters Score -1.121627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -11184907.000000 Penalty: 5465.865723
	Iteration 0F: 3 clusters Score -1.118491e+07 nChanged 28496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -11201010.000000 Penalty: 5465.865723
	Iteration 1F: 3 clusters Score -1.120101e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -11201840.000000 Penalty: 5465.865723
	Iteration 2Q: 3 clusters Score -1.120184e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -11203178.000000 Penalty: 5465.865723
	Iteration 3Q: 3 clusters Score -1.120318e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -11204921.000000 Penalty: 5465.865723
	Iteration 4F: 3 clusters Score -1.120492e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -11207355.000000 Penalty: 5465.865723
	Iteration 5F: 3 clusters Score -1.120736e+07 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -11210448.000000 Penalty: 5465.865723
	Iteration 6F: 3 clusters Score -1.121045e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -11214243.000000 Penalty: 5465.865723
	Iteration 7F: 3 clusters Score -1.121424e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -11217698.000000 Penalty: 5465.865723
	Iteration 8F: 3 clusters Score -1.12177e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -11218976.000000 Penalty: 5465.865723
	Iteration 9F: 3 clusters Score -1.121898e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -11218628.000000 Penalty: 5465.865723
	Iteration 10Q: 3 clusters Score -1.121863e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -11217601.000000 Penalty: 5465.865723
	Iteration 11Q: 3 clusters Score -1.12176e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -11216721.000000 Penalty: 5465.865723
	Iteration 12Q: 3 clusters Score -1.121672e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -11216044.000000 Penalty: 5465.865723
	Iteration 13Q: 3 clusters Score -1.121604e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -11215369.000000 Penalty: 5465.865723
	Iteration 14Q: 3 clusters Score -1.121537e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -11214976.000000 Penalty: 5465.865723
	Iteration 15Q: 3 clusters Score -1.121498e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58830 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -11214748.000000 Penalty: 5465.865723
	Iteration 16Q: 3 clusters Score -1.121475e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -11214672.000000 Penalty: 5465.865723
	Iteration 17Q: 3 clusters Score -1.121467e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -11214595.000000 Penalty: 5465.865723
	Iteration 18Q: 3 clusters Score -1.12146e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11214550.000000 Penalty: 5465.865723
	Iteration 19Q: 3 clusters Score -1.121455e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59587 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -11214742.000000 Penalty: 5465.865723
	Iteration 20F: 3 clusters Score -1.121474e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11214569.000000 Penalty: 5465.865723
	Iteration 21Q: 3 clusters Score -1.121457e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -11214441.000000 Penalty: 5465.865723
	Iteration 22Q: 3 clusters Score -1.121444e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -11214374.000000 Penalty: 5465.865723
	Iteration 23Q: 3 clusters Score -1.121437e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60319 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11214356.000000 Penalty: 5465.865723
	Iteration 24Q: 3 clusters Score -1.121436e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60360 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -11214315.000000 Penalty: 5465.865723
	Iteration 25Q: 3 clusters Score -1.121432e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -11214313.000000 Penalty: 5465.865723
	Iteration 26Q: 3 clusters Score -1.121431e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -11214307.000000 Penalty: 5465.865723
	Iteration 27Q: 3 clusters Score -1.121431e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11214297.000000 Penalty: 5465.865723
	Iteration 28Q: 3 clusters Score -1.12143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11214269.000000 Penalty: 5465.865723
	Iteration 29Q: 3 clusters Score -1.121427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11214267.000000 Penalty: 5465.865723
	Iteration 30Q: 3 clusters Score -1.121427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60470 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -11214270.000000 Penalty: 5465.865723
	Iteration 31Q: 3 clusters Score -1.121427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60480 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11214265.000000 Penalty: 5465.865723
	Iteration 32Q: 3 clusters Score -1.121426e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11214254.000000 Penalty: 5465.865723
	Iteration 33Q: 3 clusters Score -1.121425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -11214261.000000 Penalty: 5465.865723
	Iteration 34Q: 3 clusters Score -1.121426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11214260.000000 Penalty: 5465.865723
	Iteration 35Q: 3 clusters Score -1.121426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11214245.000000 Penalty: 5465.865723
	Iteration 36Q: 3 clusters Score -1.121424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11214245.000000 Penalty: 5465.865723
	Iteration 37Q: 3 clusters Score -1.121424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60531 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -11214238.000000 Penalty: 5465.865723
	Iteration 38Q: 3 clusters Score -1.121424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11214237.000000 Penalty: 5465.865723
	Iteration 39Q: 3 clusters Score -1.121424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11214243.000000 Penalty: 5465.865723
	Iteration 40F: 3 clusters Score -1.121424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11214254.000000 Penalty: 5465.865723
	Iteration 41Q: 3 clusters Score -1.121425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11214241.000000 Penalty: 5465.865723
	Iteration 42Q: 3 clusters Score -1.121424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60562 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -11214240.000000 Penalty: 5465.865723
	Iteration 43Q: 3 clusters Score -1.121424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -11214238.000000 Penalty: 5465.865723
	Iteration 44Q: 3 clusters Score -1.121424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60576 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -11214228.000000 Penalty: 5465.865723
	Iteration 45Q: 3 clusters Score -1.121423e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11214236.000000 Penalty: 5465.865723
	Iteration 46Q: 3 clusters Score -1.121424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -11214242.000000 Penalty: 5465.865723
	Iteration 47Q: 3 clusters Score -1.121424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11214237.000000 Penalty: 5465.865723
	Iteration 48Q: 3 clusters Score -1.121424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60590 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -11214249.000000 Penalty: 5465.865723
	Iteration 49Q: 3 clusters Score -1.121425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60594 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -11214243.000000 Penalty: 5465.865723
	Iteration 50Q: 3 clusters Score -1.121424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11214240.000000 Penalty: 5465.865723
	Iteration 51Q: 3 clusters Score -1.121424e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60600 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11214234.000000 Penalty: 5465.865723
	Iteration 52Q: 3 clusters Score -1.121423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60604 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11214231.000000 Penalty: 5465.865723
	Iteration 53Q: 3 clusters Score -1.121423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -11214227.000000 Penalty: 5465.865723
	Iteration 54Q: 3 clusters Score -1.121423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -11214228.000000 Penalty: 5465.865723
	Iteration 55Q: 3 clusters Score -1.121423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11214225.000000 Penalty: 5465.865723
	Iteration 56Q: 3 clusters Score -1.121422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11214235.000000 Penalty: 5465.865723
	Iteration 57Q: 3 clusters Score -1.121424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -11214229.000000 Penalty: 5465.865723
	Iteration 58Q: 3 clusters Score -1.121423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -11214228.000000 Penalty: 5465.865723
	Iteration 59Q: 3 clusters Score -1.121423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -11214231.000000 Penalty: 5465.865723
	Iteration 60F: 3 clusters Score -1.121423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60622 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11214223.000000 Penalty: 5465.865723
	Iteration 61Q: 3 clusters Score -1.121422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11214224.000000 Penalty: 5465.865723
	Iteration 62Q: 3 clusters Score -1.121422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11214228.000000 Penalty: 5465.865723
	Iteration 63Q: 3 clusters Score -1.121423e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60624 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -11214228.000000 Penalty: 5465.865723
	Iteration 64F: 3 clusters Score -1.121423e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (65682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Entering Unmasked Estep 
Score: -12108860.000000 Penalty: 2750.959717
	Iteration 0F: 2 clusters Score -1.210886e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -12081220.000000 Penalty: 5501.919434
	Iteration 0F: 3 clusters Score -1.208122e+07 nChanged 30727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -12098531.000000 Penalty: 5501.919434
	Iteration 1F: 3 clusters Score -1.209853e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -12099462.000000 Penalty: 5501.919434
	Iteration 2Q: 3 clusters Score -1.209946e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -12100900.000000 Penalty: 5501.919434
	Iteration 3Q: 3 clusters Score -1.21009e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -12103393.000000 Penalty: 5501.919434
	Iteration 4F: 3 clusters Score -1.210339e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -12106393.000000 Penalty: 5501.919434
	Iteration 5F: 3 clusters Score -1.210639e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -12108696.000000 Penalty: 5501.919434
	Iteration 6F: 3 clusters Score -1.21087e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 52181 members 
Entering Unmasked Estep 
Score: -12109755.000000 Penalty: 5501.919434
	Iteration 7F: 3 clusters Score -1.210976e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -12109978.000000 Penalty: 5501.919434
	Iteration 8F: 3 clusters Score -1.210998e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -12109680.000000 Penalty: 5501.919434
	Iteration 9Q: 3 clusters Score -1.210968e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -12109417.000000 Penalty: 5501.919434
	Iteration 10Q: 3 clusters Score -1.210942e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -12109199.000000 Penalty: 5501.919434
	Iteration 11Q: 3 clusters Score -1.21092e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -12108979.000000 Penalty: 5501.919434
	Iteration 12Q: 3 clusters Score -1.210898e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 60685 members 
Entering Unmasked Estep 
Score: -12108770.000000 Penalty: 5501.919434
	Iteration 13Q: 3 clusters Score -1.210877e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -12108526.000000 Penalty: 5501.919434
	Iteration 14Q: 3 clusters Score -1.210853e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 61424 members 
Entering Unmasked Estep 
Score: -12108342.000000 Penalty: 5501.919434
	Iteration 15Q: 3 clusters Score -1.210834e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 61705 members 
Entering Unmasked Estep 
Score: -12108162.000000 Penalty: 5501.919434
	Iteration 16Q: 3 clusters Score -1.210816e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 61931 members 
Entering Unmasked Estep 
Score: -12108042.000000 Penalty: 5501.919434
	Iteration 17Q: 3 clusters Score -1.210804e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -12107958.000000 Penalty: 5501.919434
	Iteration 18Q: 3 clusters Score -1.210796e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -12107851.000000 Penalty: 5501.919434
	Iteration 19Q: 3 clusters Score -1.210785e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 62524 members 
Entering Unmasked Estep 
Score: -12107781.000000 Penalty: 5501.919434
	Iteration 20F: 3 clusters Score -1.210778e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 62706 members 
Entering Unmasked Estep 
Score: -12107740.000000 Penalty: 5501.919434
	Iteration 21Q: 3 clusters Score -1.210774e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -12107785.000000 Penalty: 5501.919434
	Iteration 22Q: 3 clusters Score -1.210778e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 62977 members 
Entering Unmasked Estep 
Score: -12107705.000000 Penalty: 5501.919434
	Iteration 23Q: 3 clusters Score -1.21077e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 63092 members 
Entering Unmasked Estep 
Score: -12107672.000000 Penalty: 5501.919434
	Iteration 24Q: 3 clusters Score -1.210767e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -12107632.000000 Penalty: 5501.919434
	Iteration 25Q: 3 clusters Score -1.210763e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -12107654.000000 Penalty: 5501.919434
	Iteration 26Q: 3 clusters Score -1.210765e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 63368 members 
Entering Unmasked Estep 
Score: -12107633.000000 Penalty: 5501.919434
	Iteration 27Q: 3 clusters Score -1.210763e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 63462 members 
Entering Unmasked Estep 
Score: -12107609.000000 Penalty: 5501.919434
	Iteration 28Q: 3 clusters Score -1.210761e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -12107600.000000 Penalty: 5501.919434
	Iteration 29Q: 3 clusters Score -1.21076e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -12107593.000000 Penalty: 5501.919434
	Iteration 30Q: 3 clusters Score -1.210759e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 63652 members 
Entering Unmasked Estep 
Score: -12107557.000000 Penalty: 5501.919434
	Iteration 31Q: 3 clusters Score -1.210756e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -12107576.000000 Penalty: 5501.919434
	Iteration 32Q: 3 clusters Score -1.210758e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 63732 members 
Entering Unmasked Estep 
Score: -12107554.000000 Penalty: 5501.919434
	Iteration 33Q: 3 clusters Score -1.210755e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 63777 members 
Entering Unmasked Estep 
Score: -12107555.000000 Penalty: 5501.919434
	Iteration 34Q: 3 clusters Score -1.210756e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -12107565.000000 Penalty: 5501.919434
	Iteration 35Q: 3 clusters Score -1.210756e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -12107551.000000 Penalty: 5501.919434
	Iteration 36Q: 3 clusters Score -1.210755e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -12107563.000000 Penalty: 5501.919434
	Iteration 37Q: 3 clusters Score -1.210756e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -12107546.000000 Penalty: 5501.919434
	Iteration 38Q: 3 clusters Score -1.210755e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 63911 members 
Entering Unmasked Estep 
Score: -12107544.000000 Penalty: 5501.919434
	Iteration 39Q: 3 clusters Score -1.210754e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 63929 members 
Entering Unmasked Estep 
Score: -12107541.000000 Penalty: 5501.919434
	Iteration 40F: 3 clusters Score -1.210754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 63946 members 
Entering Unmasked Estep 
Score: -12107530.000000 Penalty: 5501.919434
	Iteration 41Q: 3 clusters Score -1.210753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -12107547.000000 Penalty: 5501.919434
	Iteration 42Q: 3 clusters Score -1.210755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 63964 members 
Entering Unmasked Estep 
Score: -12107538.000000 Penalty: 5501.919434
	Iteration 43Q: 3 clusters Score -1.210754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 63968 members 
Entering Unmasked Estep 
Score: -12107532.000000 Penalty: 5501.919434
	Iteration 44Q: 3 clusters Score -1.210753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -12107516.000000 Penalty: 5501.919434
	Iteration 45Q: 3 clusters Score -1.210752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -12107518.000000 Penalty: 5501.919434
	Iteration 46Q: 3 clusters Score -1.210752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -12107525.000000 Penalty: 5501.919434
	Iteration 47Q: 3 clusters Score -1.210752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -12107520.000000 Penalty: 5501.919434
	Iteration 48Q: 3 clusters Score -1.210752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 63981 members 
Entering Unmasked Estep 
Score: -12107529.000000 Penalty: 5501.919434
	Iteration 49Q: 3 clusters Score -1.210753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 63983 members 
Entering Unmasked Estep 
Score: -12107533.000000 Penalty: 5501.919434
	Iteration 50Q: 3 clusters Score -1.210753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 63986 members 
Entering Unmasked Estep 
Score: -12107534.000000 Penalty: 5501.919434
	Iteration 51Q: 3 clusters Score -1.210753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -12107532.000000 Penalty: 5501.919434
	Iteration 52Q: 3 clusters Score -1.210753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 63995 members 
Entering Unmasked Estep 
Score: -12107523.000000 Penalty: 5501.919434
	Iteration 53Q: 3 clusters Score -1.210752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 64001 members 
Entering Unmasked Estep 
Score: -12107522.000000 Penalty: 5501.919434
	Iteration 54Q: 3 clusters Score -1.210752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 64004 members 
Entering Unmasked Estep 
Score: -12107518.000000 Penalty: 5501.919434
	Iteration 55Q: 3 clusters Score -1.210752e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 64005 members 
Entering Unmasked Estep 
Score: -12107529.000000 Penalty: 5501.919434
	Iteration 56Q: 3 clusters Score -1.210753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 64008 members 
Entering Unmasked Estep 
Score: -12107530.000000 Penalty: 5501.919434
	Iteration 57Q: 3 clusters Score -1.210753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 64010 members 
Entering Unmasked Estep 
Score: -12107528.000000 Penalty: 5501.919434
	Iteration 58Q: 3 clusters Score -1.210753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -12107518.000000 Penalty: 5501.919434
	Iteration 59Q: 3 clusters Score -1.210752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 64020 members 
Entering Unmasked Estep 
Score: -12107518.000000 Penalty: 5501.919434
	Iteration 60F: 3 clusters Score -1.210752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -12107517.000000 Penalty: 5501.919434
	Iteration 61Q: 3 clusters Score -1.210752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -12107519.000000 Penalty: 5501.919434
	Iteration 62Q: 3 clusters Score -1.210752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -12107516.000000 Penalty: 5501.919434
	Iteration 63Q: 3 clusters Score -1.210752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 64036 members 
Entering Unmasked Estep 
Score: -12107505.000000 Penalty: 5501.919434
	Iteration 64Q: 3 clusters Score -1.21075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -12107507.000000 Penalty: 5501.919434
	Iteration 65Q: 3 clusters Score -1.210751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 64039 members 
Entering Unmasked Estep 
Score: -12107506.000000 Penalty: 5501.919434
	Iteration 66Q: 3 clusters Score -1.210751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -12107512.000000 Penalty: 5501.919434
	Iteration 67Q: 3 clusters Score -1.210751e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -12107512.000000 Penalty: 5501.919434
	Iteration 68F: 3 clusters Score -1.210751e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (84066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84066 members 
Entering Unmasked Estep 
Score: -15212938.000000 Penalty: 2812.160645
	Iteration 0F: 2 clusters Score -1.521294e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -15160648.000000 Penalty: 5624.321289
	Iteration 0F: 3 clusters Score -1.516065e+07 nChanged 39639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -15183232.000000 Penalty: 5624.321289
	Iteration 1F: 3 clusters Score -1.518323e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -15183869.000000 Penalty: 5624.321289
	Iteration 2Q: 3 clusters Score -1.518387e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -15184697.000000 Penalty: 5624.321289
	Iteration 3Q: 3 clusters Score -1.51847e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -15185904.000000 Penalty: 5624.321289
	Iteration 4Q: 3 clusters Score -1.51859e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -15187574.000000 Penalty: 5624.321289
	Iteration 5Q: 3 clusters Score -1.518757e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -15189750.000000 Penalty: 5624.321289
	Iteration 6Q: 3 clusters Score -1.518975e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -15192288.000000 Penalty: 5624.321289
	Iteration 7F: 3 clusters Score -1.519229e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -15195049.000000 Penalty: 5624.321289
	Iteration 8F: 3 clusters Score -1.519505e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -15197863.000000 Penalty: 5624.321289
	Iteration 9F: 3 clusters Score -1.519786e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -15200202.000000 Penalty: 5624.321289
	Iteration 10Q: 3 clusters Score -1.52002e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -15202226.000000 Penalty: 5624.321289
	Iteration 11Q: 3 clusters Score -1.520223e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -15204038.000000 Penalty: 5624.321289
	Iteration 12Q: 3 clusters Score -1.520404e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60979 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -15205595.000000 Penalty: 5624.321289
	Iteration 13Q: 3 clusters Score -1.52056e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -15206921.000000 Penalty: 5624.321289
	Iteration 14Q: 3 clusters Score -1.520692e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -15208315.000000 Penalty: 5624.321289
	Iteration 15Q: 3 clusters Score -1.520832e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -15209390.000000 Penalty: 5624.321289
	Iteration 16Q: 3 clusters Score -1.520939e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -15210236.000000 Penalty: 5624.321289
	Iteration 17Q: 3 clusters Score -1.521024e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71912 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -15210874.000000 Penalty: 5624.321289
	Iteration 18Q: 3 clusters Score -1.521087e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -15211276.000000 Penalty: 5624.321289
	Iteration 19Q: 3 clusters Score -1.521128e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74810 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -15211555.000000 Penalty: 5624.321289
	Iteration 20F: 3 clusters Score -1.521156e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75969 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -15211709.000000 Penalty: 5624.321289
	Iteration 21Q: 3 clusters Score -1.521171e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76881 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -15211764.000000 Penalty: 5624.321289
	Iteration 22Q: 3 clusters Score -1.521176e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77606 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -15211886.000000 Penalty: 5624.321289
	Iteration 23Q: 3 clusters Score -1.521189e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78219 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -15211935.000000 Penalty: 5624.321289
	Iteration 24Q: 3 clusters Score -1.521194e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78727 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -15211930.000000 Penalty: 5624.321289
	Iteration 25Q: 3 clusters Score -1.521193e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79137 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -15211857.000000 Penalty: 5624.321289
	Iteration 26Q: 3 clusters Score -1.521186e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -15211866.000000 Penalty: 5624.321289
	Iteration 27Q: 3 clusters Score -1.521187e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79720 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -15211862.000000 Penalty: 5624.321289
	Iteration 28Q: 3 clusters Score -1.521186e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79921 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -15211830.000000 Penalty: 5624.321289
	Iteration 29Q: 3 clusters Score -1.521183e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80090 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -15211801.000000 Penalty: 5624.321289
	Iteration 30Q: 3 clusters Score -1.52118e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80244 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -15211778.000000 Penalty: 5624.321289
	Iteration 31Q: 3 clusters Score -1.521178e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80394 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -15211768.000000 Penalty: 5624.321289
	Iteration 32Q: 3 clusters Score -1.521177e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80515 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -15211780.000000 Penalty: 5624.321289
	Iteration 33Q: 3 clusters Score -1.521178e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80635 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -15211774.000000 Penalty: 5624.321289
	Iteration 34Q: 3 clusters Score -1.521177e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -15211751.000000 Penalty: 5624.321289
	Iteration 35Q: 3 clusters Score -1.521175e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -15211753.000000 Penalty: 5624.321289
	Iteration 36Q: 3 clusters Score -1.521175e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -15211745.000000 Penalty: 5624.321289
	Iteration 37Q: 3 clusters Score -1.521174e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80959 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -15211755.000000 Penalty: 5624.321289
	Iteration 38Q: 3 clusters Score -1.521176e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81013 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -15211745.000000 Penalty: 5624.321289
	Iteration 39Q: 3 clusters Score -1.521174e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81059 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -15211721.000000 Penalty: 5624.321289
	Iteration 40F: 3 clusters Score -1.521172e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -15211737.000000 Penalty: 5624.321289
	Iteration 41Q: 3 clusters Score -1.521174e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81156 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -15211735.000000 Penalty: 5624.321289
	Iteration 42Q: 3 clusters Score -1.521174e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81193 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -15211745.000000 Penalty: 5624.321289
	Iteration 43Q: 3 clusters Score -1.521174e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81232 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -15211735.000000 Penalty: 5624.321289
	Iteration 44Q: 3 clusters Score -1.521174e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81275 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -15211721.000000 Penalty: 5624.321289
	Iteration 45Q: 3 clusters Score -1.521172e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -15211736.000000 Penalty: 5624.321289
	Iteration 46Q: 3 clusters Score -1.521174e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81356 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -15211709.000000 Penalty: 5624.321289
	Iteration 47Q: 3 clusters Score -1.521171e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81387 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -15211702.000000 Penalty: 5624.321289
	Iteration 48Q: 3 clusters Score -1.52117e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -15211697.000000 Penalty: 5624.321289
	Iteration 49Q: 3 clusters Score -1.52117e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -15211704.000000 Penalty: 5624.321289
	Iteration 50Q: 3 clusters Score -1.52117e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81476 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -15211668.000000 Penalty: 5624.321289
	Iteration 51Q: 3 clusters Score -1.521167e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -15211673.000000 Penalty: 5624.321289
	Iteration 52Q: 3 clusters Score -1.521167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -15211678.000000 Penalty: 5624.321289
	Iteration 53Q: 3 clusters Score -1.521168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81522 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -15211668.000000 Penalty: 5624.321289
	Iteration 54Q: 3 clusters Score -1.521167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81536 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -15211661.000000 Penalty: 5624.321289
	Iteration 55Q: 3 clusters Score -1.521166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -15211678.000000 Penalty: 5624.321289
	Iteration 56Q: 3 clusters Score -1.521168e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81555 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -15211690.000000 Penalty: 5624.321289
	Iteration 57Q: 3 clusters Score -1.521169e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81566 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -15211687.000000 Penalty: 5624.321289
	Iteration 58Q: 3 clusters Score -1.521169e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81571 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -15211667.000000 Penalty: 5624.321289
	Iteration 59Q: 3 clusters Score -1.521167e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81576 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -15211664.000000 Penalty: 5624.321289
	Iteration 60F: 3 clusters Score -1.521166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -15211658.000000 Penalty: 5624.321289
	Iteration 61Q: 3 clusters Score -1.521166e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81585 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -15211672.000000 Penalty: 5624.321289
	Iteration 62Q: 3 clusters Score -1.521167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81590 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -15211681.000000 Penalty: 5624.321289
	Iteration 63Q: 3 clusters Score -1.521168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81593 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -15211688.000000 Penalty: 5624.321289
	Iteration 64Q: 3 clusters Score -1.521169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -15211681.000000 Penalty: 5624.321289
	Iteration 65Q: 3 clusters Score -1.521168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -15211674.000000 Penalty: 5624.321289
	Iteration 66Q: 3 clusters Score -1.521167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81602 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -15211667.000000 Penalty: 5624.321289
	Iteration 67Q: 3 clusters Score -1.521167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81603 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -15211681.000000 Penalty: 5624.321289
	Iteration 68Q: 3 clusters Score -1.521168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -15211673.000000 Penalty: 5624.321289
	Iteration 69Q: 3 clusters Score -1.521167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -15211684.000000 Penalty: 5624.321289
	Iteration 70Q: 3 clusters Score -1.521168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81610 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -15211676.000000 Penalty: 5624.321289
	Iteration 71Q: 3 clusters Score -1.521168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81611 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -15211671.000000 Penalty: 5624.321289
	Iteration 72Q: 3 clusters Score -1.521167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -15211677.000000 Penalty: 5624.321289
	Iteration 73Q: 3 clusters Score -1.521168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81613 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -15211677.000000 Penalty: 5624.321289
	Iteration 74F: 3 clusters Score -1.521168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Entering Unmasked Estep 
Score: -5766003.500000 Penalty: 2563.741943
	Iteration 0F: 2 clusters Score -5766004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -5744769.500000 Penalty: 5127.483887
	Iteration 0F: 3 clusters Score -5744770 nChanged 13884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -5752238.000000 Penalty: 5127.483887
	Iteration 1F: 3 clusters Score -5752238 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -5752652.500000 Penalty: 5127.483887
	Iteration 2Q: 3 clusters Score -5752652 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -5753004.000000 Penalty: 5127.483887
	Iteration 3Q: 3 clusters Score -5753004 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -5753272.000000 Penalty: 5127.483887
	Iteration 4Q: 3 clusters Score -5753272 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -5753527.500000 Penalty: 5127.483887
	Iteration 5Q: 3 clusters Score -5753528 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -5753790.000000 Penalty: 5127.483887
	Iteration 6Q: 3 clusters Score -5753790 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5754000 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5754272 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -5754612 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -5755108 nChanged 1186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5755716 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -5756650.500000 Penalty: 5127.483887
	Iteration 12Q: 3 clusters Score -5756650 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -5757753.500000 Penalty: 5127.483887
	Iteration 13F: 3 clusters Score -5757754 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
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	Iteration 14F: 3 clusters Score -5758706 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5759248 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5759442 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -5759495.500000 Penalty: 5127.483887
	Iteration 17Q: 3 clusters Score -5759496 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -5759541 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5759568 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -5759583.500000 Penalty: 5127.483887
	Iteration 20F: 3 clusters Score -5759584 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5759598 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5759628 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -5759642.500000 Penalty: 5127.483887
	Iteration 23Q: 3 clusters Score -5759642 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -5759655.000000 Penalty: 5127.483887
	Iteration 24Q: 3 clusters Score -5759655 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5759680 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5759695 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5759718 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5759728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -5759732.500000 Penalty: 5127.483887
	Iteration 29Q: 3 clusters Score -5759732 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -5759754.500000 Penalty: 5127.483887
	Iteration 30Q: 3 clusters Score -5759754 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -5759766.500000 Penalty: 5127.483887
	Iteration 31Q: 3 clusters Score -5759766 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -5759774.500000 Penalty: 5127.483887
	Iteration 32Q: 3 clusters Score -5759774 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -5759764.500000 Penalty: 5127.483887
	Iteration 33Q: 3 clusters Score -5759764 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5759788 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5759810 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -5759826.500000 Penalty: 5127.483887
	Iteration 36Q: 3 clusters Score -5759826 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5759860 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5759859 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5759888 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -5759928.500000 Penalty: 5127.483887
	Iteration 40F: 3 clusters Score -5759928 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5759968 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5759982 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5760038 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5760102 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5760158 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5760228 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -5760272.000000 Penalty: 5127.483887
	Iteration 47Q: 3 clusters Score -5760272 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -5760310.500000 Penalty: 5127.483887
	Iteration 48Q: 3 clusters Score -5760310 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -5760383.000000 Penalty: 5127.483887
	Iteration 49Q: 3 clusters Score -5760383 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5760442 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -5760509.000000 Penalty: 5127.483887
	Iteration 51Q: 3 clusters Score -5760509 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -5760529.500000 Penalty: 5127.483887
	Iteration 52Q: 3 clusters Score -5760530 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -5760592.000000 Penalty: 5127.483887
	Iteration 53Q: 3 clusters Score -5760592 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5760642 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -5760707.000000 Penalty: 5127.483887
	Iteration 55Q: 3 clusters Score -5760707 nChanged 263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5760794 nChanged 273
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Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -5760861.000000 Penalty: 5127.483887
	Iteration 57Q: 3 clusters Score -5760861 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5760953 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -5761037.500000 Penalty: 5127.483887
	Iteration 59Q: 3 clusters Score -5761038 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -5761134.500000 Penalty: 5127.483887
	Iteration 60F: 3 clusters Score -5761134 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -5761205.500000 Penalty: 5127.483887
	Iteration 61Q: 3 clusters Score -5761206 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5761264 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -5761309.500000 Penalty: 5127.483887
	Iteration 63Q: 3 clusters Score -5761310 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5761390 nChanged 230
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Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5761480 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5761559 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -5761623.500000 Penalty: 5127.483887
	Iteration 67Q: 3 clusters Score -5761624 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5761760 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -5761858.000000 Penalty: 5127.483887
	Iteration 69Q: 3 clusters Score -5761858 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -5761921.500000 Penalty: 5127.483887
	Iteration 70Q: 3 clusters Score -5761922 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -5761989.000000 Penalty: 5127.483887
	Iteration 71Q: 3 clusters Score -5761989 nChanged 213
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Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5762080 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -5762174.500000 Penalty: 5127.483887
	Iteration 73Q: 3 clusters Score -5762174 nChanged 243
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Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5762286.000000 Penalty: 5127.483887
	Iteration 74Q: 3 clusters Score -5762286 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5762394.500000 Penalty: 5127.483887
	Iteration 75Q: 3 clusters Score -5762394 nChanged 219
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Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5762500 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5762605 nChanged 183
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Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5762679.000000 Penalty: 5127.483887
	Iteration 78Q: 3 clusters Score -5762679 nChanged 176
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Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5762737 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -5762803.500000 Penalty: 5127.483887
	Iteration 80F: 3 clusters Score -5762804 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5762861.500000 Penalty: 5127.483887
	Iteration 81Q: 3 clusters Score -5762862 nChanged 123
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Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5762915.500000 Penalty: 5127.483887
	Iteration 82Q: 3 clusters Score -5762916 nChanged 109
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Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5762960 nChanged 96
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Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5762998 nChanged 106
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Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5763074 nChanged 108
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Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5763121.000000 Penalty: 5127.483887
	Iteration 86Q: 3 clusters Score -5763121 nChanged 102
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Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5763164.500000 Penalty: 5127.483887
	Iteration 87Q: 3 clusters Score -5763164 nChanged 95
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Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -5763217.000000 Penalty: 5127.483887
	Iteration 88Q: 3 clusters Score -5763217 nChanged 81
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Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5763258.500000 Penalty: 5127.483887
	Iteration 89Q: 3 clusters Score -5763258 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5763313.000000 Penalty: 5127.483887
	Iteration 90Q: 3 clusters Score -5763313 nChanged 78
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Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5763352.500000 Penalty: 5127.483887
	Iteration 91Q: 3 clusters Score -5763352 nChanged 76
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Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5763399 nChanged 66
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Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5763447.500000 Penalty: 5127.483887
	Iteration 93Q: 3 clusters Score -5763448 nChanged 52
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Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5763489.000000 Penalty: 5127.483887
	Iteration 94Q: 3 clusters Score -5763489 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5763516.500000 Penalty: 5127.483887
	Iteration 95Q: 3 clusters Score -5763516 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5763532.500000 Penalty: 5127.483887
	Iteration 96Q: 3 clusters Score -5763532 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -5763547.500000 Penalty: 5127.483887
	Iteration 97Q: 3 clusters Score -5763548 nChanged 34
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Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5763559.500000 Penalty: 5127.483887
	Iteration 98Q: 3 clusters Score -5763560 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5763568.500000 Penalty: 5127.483887
	Iteration 99Q: 3 clusters Score -5763568 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5763578.000000 Penalty: 5127.483887
	Iteration 100F: 3 clusters Score -5763578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5763588.000000 Penalty: 5127.483887
	Iteration 101Q: 3 clusters Score -5763588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5763605.000000 Penalty: 5127.483887
	Iteration 102Q: 3 clusters Score -5763605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5763605.500000 Penalty: 5127.483887
	Iteration 103Q: 3 clusters Score -5763606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5763623.000000 Penalty: 5127.483887
	Iteration 104Q: 3 clusters Score -5763623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5763632.500000 Penalty: 5127.483887
	Iteration 105Q: 3 clusters Score -5763632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5763644.000000 Penalty: 5127.483887
	Iteration 106Q: 3 clusters Score -5763644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5763657.000000 Penalty: 5127.483887
	Iteration 107Q: 3 clusters Score -5763657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5763658.000000 Penalty: 5127.483887
	Iteration 108Q: 3 clusters Score -5763658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5763662.500000 Penalty: 5127.483887
	Iteration 109Q: 3 clusters Score -5763662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5763667.500000 Penalty: 5127.483887
	Iteration 110Q: 3 clusters Score -5763668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5763672.000000 Penalty: 5127.483887
	Iteration 111Q: 3 clusters Score -5763672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5763672.000000 Penalty: 5127.483887
	Iteration 112Q: 3 clusters Score -5763672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5763674.000000 Penalty: 5127.483887
	Iteration 113Q: 3 clusters Score -5763674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5763674.000000 Penalty: 5127.483887
	Iteration 114F: 3 clusters Score -5763674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Entering Unmasked Estep 
Score: -179098.921875 Penalty: 1719.730469
	Iteration 0F: 2 clusters Score -179098.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -177187.781250 Penalty: 3439.460938
	Iteration 0F: 3 clusters Score -177187.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -177545.140625 Penalty: 3439.460938
	Iteration 1F: 3 clusters Score -177545.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -177685.625000 Penalty: 3439.460938
	Iteration 2F: 3 clusters Score -177685.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -177759.859375 Penalty: 3439.460938
	Iteration 3Q: 3 clusters Score -177759.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -177822.359375 Penalty: 3439.460938
	Iteration 4Q: 3 clusters Score -177822.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -177858.703125 Penalty: 3439.460938
	Iteration 5Q: 3 clusters Score -177858.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -177882.437500 Penalty: 3439.460938
	Iteration 6Q: 3 clusters Score -177882.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -177901.328125 Penalty: 3439.460938
	Iteration 7Q: 3 clusters Score -177901.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -177924.750000 Penalty: 3439.460938
	Iteration 8Q: 3 clusters Score -177924.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -177951.625000 Penalty: 3439.460938
	Iteration 9Q: 3 clusters Score -177951.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -177988.265625 Penalty: 3439.460938
	Iteration 10Q: 3 clusters Score -177988.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -178029.328125 Penalty: 3439.460938
	Iteration 11Q: 3 clusters Score -178029.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -178058.328125 Penalty: 3439.460938
	Iteration 12Q: 3 clusters Score -178058.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -178076.968750 Penalty: 3439.460938
	Iteration 13Q: 3 clusters Score -178077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -178096.171875 Penalty: 3439.460938
	Iteration 14Q: 3 clusters Score -178096.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -178138.296875 Penalty: 3439.460938
	Iteration 15Q: 3 clusters Score -178138.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -178186.921875 Penalty: 3439.460938
	Iteration 16Q: 3 clusters Score -178186.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -178240.531250 Penalty: 3439.460938
	Iteration 17Q: 3 clusters Score -178240.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -178279.906250 Penalty: 3439.460938
	Iteration 18Q: 3 clusters Score -178279.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -178321.500000 Penalty: 3439.460938
	Iteration 19Q: 3 clusters Score -178321.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -178388.406250 Penalty: 3439.460938
	Iteration 20F: 3 clusters Score -178388.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -178444.765625 Penalty: 3439.460938
	Iteration 21Q: 3 clusters Score -178444.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -178492.593750 Penalty: 3439.460938
	Iteration 22Q: 3 clusters Score -178492.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -178519.421875 Penalty: 3439.460938
	Iteration 23Q: 3 clusters Score -178519.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -178581.312500 Penalty: 3439.460938
	Iteration 24Q: 3 clusters Score -178581.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -178629.781250 Penalty: 3439.460938
	Iteration 25Q: 3 clusters Score -178629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -178648.359375 Penalty: 3439.460938
	Iteration 26Q: 3 clusters Score -178648.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -178650.140625 Penalty: 3439.460938
	Iteration 27Q: 3 clusters Score -178650.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -178650.140625 Penalty: 3439.460938
	Iteration 28F: 3 clusters Score -178650.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Entering Unmasked Estep 
Score: -9678344.000000 Penalty: 2694.520020
	Iteration 0F: 2 clusters Score -9678344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -9651514.000000 Penalty: 5389.040039
	Iteration 0F: 3 clusters Score -9651514 nChanged 24237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -9664769.000000 Penalty: 5389.040039
	Iteration 1F: 3 clusters Score -9664769 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -9665212.000000 Penalty: 5389.040039
	Iteration 2Q: 3 clusters Score -9665212 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -9665786.000000 Penalty: 5389.040039
	Iteration 3Q: 3 clusters Score -9665786 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -9666499.000000 Penalty: 5389.040039
	Iteration 4Q: 3 clusters Score -9666499 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -9667621.000000 Penalty: 5389.040039
	Iteration 5Q: 3 clusters Score -9667621 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -9669202.000000 Penalty: 5389.040039
	Iteration 6F: 3 clusters Score -9669202 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -9671745.000000 Penalty: 5389.040039
	Iteration 7F: 3 clusters Score -9671745 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -9675199.000000 Penalty: 5389.040039
	Iteration 8F: 3 clusters Score -9675199 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -9678762.000000 Penalty: 5389.040039
	Iteration 9F: 3 clusters Score -9678762 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -9680942.000000 Penalty: 5389.040039
	Iteration 10F: 3 clusters Score -9680942 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -9681776.000000 Penalty: 5389.040039
	Iteration 11Q: 3 clusters Score -9681776 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -9682008.000000 Penalty: 5389.040039
	Iteration 12Q: 3 clusters Score -9682008 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -9682133.000000 Penalty: 5389.040039
	Iteration 13Q: 3 clusters Score -9682133 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -9682209.000000 Penalty: 5389.040039
	Iteration 14Q: 3 clusters Score -9682209 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -9682287.000000 Penalty: 5389.040039
	Iteration 15Q: 3 clusters Score -9682287 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -9682351.000000 Penalty: 5389.040039
	Iteration 16Q: 3 clusters Score -9682351 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -9682402.000000 Penalty: 5389.040039
	Iteration 17Q: 3 clusters Score -9682402 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -9682476.000000 Penalty: 5389.040039
	Iteration 18Q: 3 clusters Score -9682476 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -9682538.000000 Penalty: 5389.040039
	Iteration 19Q: 3 clusters Score -9682538 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -9682647.000000 Penalty: 5389.040039
	Iteration 20F: 3 clusters Score -9682647 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -9682675.000000 Penalty: 5389.040039
	Iteration 21Q: 3 clusters Score -9682675 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -9682770.000000 Penalty: 5389.040039
	Iteration 22Q: 3 clusters Score -9682770 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -9682852.000000 Penalty: 5389.040039
	Iteration 23Q: 3 clusters Score -9682852 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -9682868.000000 Penalty: 5389.040039
	Iteration 24Q: 3 clusters Score -9682868 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -9682820.000000 Penalty: 5389.040039
	Iteration 25Q: 3 clusters Score -9682820 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -9682746.000000 Penalty: 5389.040039
	Iteration 26Q: 3 clusters Score -9682746 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -9682591.000000 Penalty: 5389.040039
	Iteration 27Q: 3 clusters Score -9682591 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -9682296.000000 Penalty: 5389.040039
	Iteration 28Q: 3 clusters Score -9682296 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -9681988.000000 Penalty: 5389.040039
	Iteration 29Q: 3 clusters Score -9681988 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -9681506.000000 Penalty: 5389.040039
	Iteration 30Q: 3 clusters Score -9681506 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -9680945.000000 Penalty: 5389.040039
	Iteration 31Q: 3 clusters Score -9680945 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -9680529.000000 Penalty: 5389.040039
	Iteration 32Q: 3 clusters Score -9680529 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -9680032.000000 Penalty: 5389.040039
	Iteration 33Q: 3 clusters Score -9680032 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -9679626.000000 Penalty: 5389.040039
	Iteration 34Q: 3 clusters Score -9679626 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -9679204.000000 Penalty: 5389.040039
	Iteration 35Q: 3 clusters Score -9679204 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -9678933.000000 Penalty: 5389.040039
	Iteration 36Q: 3 clusters Score -9678933 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9678671.000000 Penalty: 5389.040039
	Iteration 37Q: 3 clusters Score -9678671 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9678504.000000 Penalty: 5389.040039
	Iteration 38Q: 3 clusters Score -9678504 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9678399.000000 Penalty: 5389.040039
	Iteration 39Q: 3 clusters Score -9678399 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9678428.000000 Penalty: 5389.040039
	Iteration 40F: 3 clusters Score -9678428 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9678131.000000 Penalty: 5389.040039
	Iteration 41Q: 3 clusters Score -9678131 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9677889.000000 Penalty: 5389.040039
	Iteration 42Q: 3 clusters Score -9677889 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -9677708.000000 Penalty: 5389.040039
	Iteration 43Q: 3 clusters Score -9677708 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9677597.000000 Penalty: 5389.040039
	Iteration 44Q: 3 clusters Score -9677597 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9677511.000000 Penalty: 5389.040039
	Iteration 45Q: 3 clusters Score -9677511 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9677424.000000 Penalty: 5389.040039
	Iteration 46Q: 3 clusters Score -9677424 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9677398.000000 Penalty: 5389.040039
	Iteration 47Q: 3 clusters Score -9677398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9677323.000000 Penalty: 5389.040039
	Iteration 48Q: 3 clusters Score -9677323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9677289.000000 Penalty: 5389.040039
	Iteration 49Q: 3 clusters Score -9677289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51420 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9677265.000000 Penalty: 5389.040039
	Iteration 50Q: 3 clusters Score -9677265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51430 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9677265.000000 Penalty: 5389.040039
	Iteration 51Q: 3 clusters Score -9677265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9677240.000000 Penalty: 5389.040039
	Iteration 52Q: 3 clusters Score -9677240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9677227.000000 Penalty: 5389.040039
	Iteration 53Q: 3 clusters Score -9677227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9677220.000000 Penalty: 5389.040039
	Iteration 54Q: 3 clusters Score -9677220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9677209.000000 Penalty: 5389.040039
	Iteration 55Q: 3 clusters Score -9677209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9677199.000000 Penalty: 5389.040039
	Iteration 56Q: 3 clusters Score -9677199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9677196.000000 Penalty: 5389.040039
	Iteration 57Q: 3 clusters Score -9677196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9677200.000000 Penalty: 5389.040039
	Iteration 58Q: 3 clusters Score -9677200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51489 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9677192.000000 Penalty: 5389.040039
	Iteration 59Q: 3 clusters Score -9677192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9677180.000000 Penalty: 5389.040039
	Iteration 60F: 3 clusters Score -9677180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9677181.000000 Penalty: 5389.040039
	Iteration 61Q: 3 clusters Score -9677181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9677185.000000 Penalty: 5389.040039
	Iteration 62Q: 3 clusters Score -9677185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9677176.000000 Penalty: 5389.040039
	Iteration 63Q: 3 clusters Score -9677176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9677172.000000 Penalty: 5389.040039
	Iteration 64Q: 3 clusters Score -9677172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9677182.000000 Penalty: 5389.040039
	Iteration 65Q: 3 clusters Score -9677182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51510 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9677172.000000 Penalty: 5389.040039
	Iteration 66Q: 3 clusters Score -9677172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9677170.000000 Penalty: 5389.040039
	Iteration 67Q: 3 clusters Score -9677170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9677166.000000 Penalty: 5389.040039
	Iteration 68Q: 3 clusters Score -9677166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9677161.000000 Penalty: 5389.040039
	Iteration 69Q: 3 clusters Score -9677161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9677160.000000 Penalty: 5389.040039
	Iteration 70Q: 3 clusters Score -9677160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9677163.000000 Penalty: 5389.040039
	Iteration 71Q: 3 clusters Score -9677163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51532 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9677156.000000 Penalty: 5389.040039
	Iteration 72Q: 3 clusters Score -9677156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9677153.000000 Penalty: 5389.040039
	Iteration 73Q: 3 clusters Score -9677153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9677158.000000 Penalty: 5389.040039
	Iteration 74Q: 3 clusters Score -9677158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9677147.000000 Penalty: 5389.040039
	Iteration 75Q: 3 clusters Score -9677147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51545 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9677142.000000 Penalty: 5389.040039
	Iteration 76Q: 3 clusters Score -9677142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9677146.000000 Penalty: 5389.040039
	Iteration 77Q: 3 clusters Score -9677146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9677132.000000 Penalty: 5389.040039
	Iteration 78Q: 3 clusters Score -9677132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9677129.000000 Penalty: 5389.040039
	Iteration 79Q: 3 clusters Score -9677129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9677129.000000 Penalty: 5389.040039
	Iteration 80F: 3 clusters Score -9677129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9677128.000000 Penalty: 5389.040039
	Iteration 81Q: 3 clusters Score -9677128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9677117.000000 Penalty: 5389.040039
	Iteration 82Q: 3 clusters Score -9677117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51568 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9677104.000000 Penalty: 5389.040039
	Iteration 83Q: 3 clusters Score -9677104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9677100.000000 Penalty: 5389.040039
	Iteration 84Q: 3 clusters Score -9677100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9677091.000000 Penalty: 5389.040039
	Iteration 85Q: 3 clusters Score -9677091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9677093.000000 Penalty: 5389.040039
	Iteration 86Q: 3 clusters Score -9677093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9677093.000000 Penalty: 5389.040039
	Iteration 87F: 3 clusters Score -9677093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (79470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Entering Unmasked Estep 
Score: -14629833.000000 Penalty: 2798.217285
	Iteration 0F: 2 clusters Score -1.462983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -14601936.000000 Penalty: 5596.434570
	Iteration 0F: 3 clusters Score -1.460194e+07 nChanged 37162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -14623292.000000 Penalty: 5596.434570
	Iteration 1F: 3 clusters Score -1.462329e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -14624258.000000 Penalty: 5596.434570
	Iteration 2Q: 3 clusters Score -1.462426e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -14625303.000000 Penalty: 5596.434570
	Iteration 3Q: 3 clusters Score -1.46253e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -14626370.000000 Penalty: 5596.434570
	Iteration 4Q: 3 clusters Score -1.462637e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -14627829.000000 Penalty: 5596.434570
	Iteration 5Q: 3 clusters Score -1.462783e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -14629711.000000 Penalty: 5596.434570
	Iteration 6Q: 3 clusters Score -1.462971e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -14632338.000000 Penalty: 5596.434570
	Iteration 7F: 3 clusters Score -1.463234e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -14635401.000000 Penalty: 5596.434570
	Iteration 8F: 3 clusters Score -1.46354e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -14638029.000000 Penalty: 5596.434570
	Iteration 9F: 3 clusters Score -1.463803e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -14639465.000000 Penalty: 5596.434570
	Iteration 10Q: 3 clusters Score -1.463946e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -14639991.000000 Penalty: 5596.434570
	Iteration 11Q: 3 clusters Score -1.463999e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -14640218.000000 Penalty: 5596.434570
	Iteration 12Q: 3 clusters Score -1.464022e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -14640392.000000 Penalty: 5596.434570
	Iteration 13Q: 3 clusters Score -1.464039e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -14640548.000000 Penalty: 5596.434570
	Iteration 14Q: 3 clusters Score -1.464055e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -14640677.000000 Penalty: 5596.434570
	Iteration 15Q: 3 clusters Score -1.464068e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -14640861.000000 Penalty: 5596.434570
	Iteration 16Q: 3 clusters Score -1.464086e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -14640975.000000 Penalty: 5596.434570
	Iteration 17Q: 3 clusters Score -1.464098e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -14641062.000000 Penalty: 5596.434570
	Iteration 18Q: 3 clusters Score -1.464106e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -14641229.000000 Penalty: 5596.434570
	Iteration 19Q: 3 clusters Score -1.464123e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -14641382.000000 Penalty: 5596.434570
	Iteration 20F: 3 clusters Score -1.464138e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -14641527.000000 Penalty: 5596.434570
	Iteration 21Q: 3 clusters Score -1.464153e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -14641676.000000 Penalty: 5596.434570
	Iteration 22Q: 3 clusters Score -1.464168e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -14641739.000000 Penalty: 5596.434570
	Iteration 23Q: 3 clusters Score -1.464174e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -14641800.000000 Penalty: 5596.434570
	Iteration 24Q: 3 clusters Score -1.46418e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -14641959.000000 Penalty: 5596.434570
	Iteration 25Q: 3 clusters Score -1.464196e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -14641968.000000 Penalty: 5596.434570
	Iteration 26Q: 3 clusters Score -1.464197e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -14641897.000000 Penalty: 5596.434570
	Iteration 27Q: 3 clusters Score -1.46419e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -14641843.000000 Penalty: 5596.434570
	Iteration 28Q: 3 clusters Score -1.464184e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -14641639.000000 Penalty: 5596.434570
	Iteration 29Q: 3 clusters Score -1.464164e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -14641599.000000 Penalty: 5596.434570
	Iteration 30Q: 3 clusters Score -1.46416e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -14641476.000000 Penalty: 5596.434570
	Iteration 31Q: 3 clusters Score -1.464148e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -14641372.000000 Penalty: 5596.434570
	Iteration 32Q: 3 clusters Score -1.464137e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -14641317.000000 Penalty: 5596.434570
	Iteration 33Q: 3 clusters Score -1.464132e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -14641276.000000 Penalty: 5596.434570
	Iteration 34Q: 3 clusters Score -1.464128e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -14641181.000000 Penalty: 5596.434570
	Iteration 35Q: 3 clusters Score -1.464118e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 49031 members 
Entering Unmasked Estep 
Score: -14641155.000000 Penalty: 5596.434570
	Iteration 36Q: 3 clusters Score -1.464116e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -14641169.000000 Penalty: 5596.434570
	Iteration 37Q: 3 clusters Score -1.464117e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -14641252.000000 Penalty: 5596.434570
	Iteration 38Q: 3 clusters Score -1.464125e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -14641348.000000 Penalty: 5596.434570
	Iteration 39Q: 3 clusters Score -1.464135e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -14641469.000000 Penalty: 5596.434570
	Iteration 40F: 3 clusters Score -1.464147e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -14641564.000000 Penalty: 5596.434570
	Iteration 41Q: 3 clusters Score -1.464156e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -14641581.000000 Penalty: 5596.434570
	Iteration 42Q: 3 clusters Score -1.464158e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -14641676.000000 Penalty: 5596.434570
	Iteration 43Q: 3 clusters Score -1.464168e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -14641696.000000 Penalty: 5596.434570
	Iteration 44Q: 3 clusters Score -1.46417e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -14641678.000000 Penalty: 5596.434570
	Iteration 45Q: 3 clusters Score -1.464168e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -14641722.000000 Penalty: 5596.434570
	Iteration 46Q: 3 clusters Score -1.464172e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -14641709.000000 Penalty: 5596.434570
	Iteration 47Q: 3 clusters Score -1.464171e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -14641738.000000 Penalty: 5596.434570
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1.46418e+07 nChanged 269
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Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.464185e+07 nChanged 285
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Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1.464188e+07 nChanged 249
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Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.46419e+07 nChanged 224
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Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1.464197e+07 nChanged 252
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Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1.4642e+07 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.464199e+07 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.4642e+07 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1.464204e+07 nChanged 247
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Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1.464213e+07 nChanged 215
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Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1.464212e+07 nChanged 210
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Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1.464212e+07 nChanged 209
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Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.464218e+07 nChanged 191
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Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.464225e+07 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1.464229e+07 nChanged 176
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Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.464229e+07 nChanged 183
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Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.464237e+07 nChanged 165
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Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.46424e+07 nChanged 171
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Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.464244e+07 nChanged 145
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Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.464243e+07 nChanged 154
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Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.464248e+07 nChanged 153
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Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.46425e+07 nChanged 139
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Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.464252e+07 nChanged 146
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Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.464256e+07 nChanged 151
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Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.464262e+07 nChanged 142
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Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.464265e+07 nChanged 136
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Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.464269e+07 nChanged 131
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Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.464272e+07 nChanged 134
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1.464273e+07 nChanged 128
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Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.464276e+07 nChanged 122
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Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1.464278e+07 nChanged 121
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Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.464278e+07 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.46428e+07 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.464282e+07 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1.464284e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.464284e+07 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1.464286e+07 nChanged 67
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.464287e+07 nChanged 56
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.464286e+07 nChanged 50
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.464287e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.464289e+07 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.46429e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.464291e+07 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.464293e+07 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.464296e+07 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.464298e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.464302e+07 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.464303e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.464304e+07 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.464303e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.464304e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.464304e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.464303e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.464301e+07 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.464299e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.464301e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35065 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.4643e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35070 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.464299e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35071 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1.464299e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.4643e+07 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.4643e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35076 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.464302e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35074 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.464302e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.464302e+07 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.464303e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.464303e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.464302e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.464301e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.464302e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35054 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.464303e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1.464302e+07 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.464303e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.464302e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.464303e+07 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.464303e+07 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.464302e+07 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.464301e+07 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.464299e+07 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.464301e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.464301e+07 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.464301e+07 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.464302e+07 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.464301e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.464301e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.464302e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.464302e+07 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.464302e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -14643016.000000 Penalty: 5596.434570
	Iteration 137Q: 3 clusters Score -1.464302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -14643014.000000 Penalty: 5596.434570
	Iteration 138Q: 3 clusters Score -1.464301e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -14643015.000000 Penalty: 5596.434570
	Iteration 139Q: 3 clusters Score -1.464302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -14643013.000000 Penalty: 5596.434570
	Iteration 140F: 3 clusters Score -1.464301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 61077 members 
Mstep: Class 3 contains 65682 members 
Mstep: Class 4 contains 84066 members 
Mstep: Class 5 contains 30874 members 
Mstep: Class 6 contains 32005 members 
Mstep: Class 7 contains 44462 members 
Mstep: Class 8 contains 1027 members 
Mstep: Class 10 contains 52313 members 
Mstep: Class 11 contains 35008 members 
Mstep: Class 13 contains 1377 members 
Mstep: Class 14 contains 54273 members 
Mstep: Class 15 contains 53776 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 61604 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 24 contains 67708 members 
Entering Unmasked Estep 
Score: -126820704.000000 Penalty: 63409.343750
Splitting cluster 11 changes total score from -126783480.000000 to -126820704.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 13 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -186031.937500 Penalty: 1792.460327
	Iteration 0F: 2 clusters Score -186031.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -183962.828125 Penalty: 3584.920654
	Iteration 0F: 3 clusters Score -183962.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -184710.859375 Penalty: 3584.920654
	Iteration 1F: 3 clusters Score -184710.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -185135.171875 Penalty: 3584.920654
	Iteration 2F: 3 clusters Score -185135.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -185434.562500 Penalty: 3584.920654
	Iteration 3F: 3 clusters Score -185434.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -185654.937500 Penalty: 3584.920654
	Iteration 4Q: 3 clusters Score -185654.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -185930.171875 Penalty: 3584.920654
	Iteration 5Q: 3 clusters Score -185930.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -186138.140625 Penalty: 3584.920654
	Iteration 6Q: 3 clusters Score -186138.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -186234.640625 Penalty: 3584.920654
	Iteration 7Q: 3 clusters Score -186234.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -186308.109375 Penalty: 3584.920654
	Iteration 8Q: 3 clusters Score -186308.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -186436.000000 Penalty: 3584.920654
	Iteration 9Q: 3 clusters Score -186436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -186527.234375 Penalty: 3584.920654
	Iteration 10Q: 3 clusters Score -186527.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -186598.046875 Penalty: 3584.920654
	Iteration 11Q: 3 clusters Score -186598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -186642.218750 Penalty: 3584.920654
	Iteration 12Q: 3 clusters Score -186642.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -186687.546875 Penalty: 3584.920654
	Iteration 13Q: 3 clusters Score -186687.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -186724.375000 Penalty: 3584.920654
	Iteration 14Q: 3 clusters Score -186724.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -186762.484375 Penalty: 3584.920654
	Iteration 15Q: 3 clusters Score -186762.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -186780.687500 Penalty: 3584.920654
	Iteration 16Q: 3 clusters Score -186780.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -186815.703125 Penalty: 3584.920654
	Iteration 17Q: 3 clusters Score -186815.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -186850.734375 Penalty: 3584.920654
	Iteration 18Q: 3 clusters Score -186850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -186884.312500 Penalty: 3584.920654
	Iteration 19Q: 3 clusters Score -186884.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -186930.281250 Penalty: 3584.920654
	Iteration 20F: 3 clusters Score -186930.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -187073.093750 Penalty: 3584.920654
	Iteration 21Q: 3 clusters Score -187073.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -187156.062500 Penalty: 3584.920654
	Iteration 22Q: 3 clusters Score -187156.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -187241.593750 Penalty: 3584.920654
	Iteration 23Q: 3 clusters Score -187241.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187340.187500 Penalty: 3584.920654
	Iteration 24Q: 3 clusters Score -187340.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -187403.734375 Penalty: 3584.920654
	Iteration 25Q: 3 clusters Score -187403.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187447.843750 Penalty: 3584.920654
	Iteration 26Q: 3 clusters Score -187447.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -187464.187500 Penalty: 3584.920654
	Iteration 27Q: 3 clusters Score -187464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187474.468750 Penalty: 3584.920654
	Iteration 28Q: 3 clusters Score -187474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -187498.718750 Penalty: 3584.920654
	Iteration 29Q: 3 clusters Score -187498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -187510.968750 Penalty: 3584.920654
	Iteration 30Q: 3 clusters Score -187511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -187514.968750 Penalty: 3584.920654
	Iteration 31Q: 3 clusters Score -187515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -187515.468750 Penalty: 3584.920654
	Iteration 32Q: 3 clusters Score -187515.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -187531.718750 Penalty: 3584.920654
	Iteration 33F: 3 clusters Score -187531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -187575.171875 Penalty: 3584.920654
	Iteration 34Q: 3 clusters Score -187575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -187588.937500 Penalty: 3584.920654
	Iteration 35Q: 3 clusters Score -187588.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -187617.734375 Penalty: 3584.920654
	Iteration 36Q: 3 clusters Score -187617.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -187623.437500 Penalty: 3584.920654
	Iteration 37Q: 3 clusters Score -187623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -187640.968750 Penalty: 3584.920654
	Iteration 38Q: 3 clusters Score -187641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -187669.734375 Penalty: 3584.920654
	Iteration 39Q: 3 clusters Score -187669.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -187709.359375 Penalty: 3584.920654
	Iteration 40F: 3 clusters Score -187709.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -187873.203125 Penalty: 3584.920654
	Iteration 41Q: 3 clusters Score -187873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -188019.843750 Penalty: 3584.920654
	Iteration 42Q: 3 clusters Score -188019.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -188097.000000 Penalty: 3584.920654
	Iteration 43Q: 3 clusters Score -188097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -188127.812500 Penalty: 3584.920654
	Iteration 44Q: 3 clusters Score -188127.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -188153.203125 Penalty: 3584.920654
	Iteration 45Q: 3 clusters Score -188153.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188158.828125 Penalty: 3584.920654
	Iteration 46Q: 3 clusters Score -188158.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -188174.703125 Penalty: 3584.920654
	Iteration 47F: 3 clusters Score -188174.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -188213.281250 Penalty: 3584.920654
	Iteration 48Q: 3 clusters Score -188213.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -188249.218750 Penalty: 3584.920654
	Iteration 49Q: 3 clusters Score -188249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -188275.265625 Penalty: 3584.920654
	Iteration 50Q: 3 clusters Score -188275.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -188301.968750 Penalty: 3584.920654
	Iteration 51Q: 3 clusters Score -188302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -188344.828125 Penalty: 3584.920654
	Iteration 52Q: 3 clusters Score -188344.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -188373.703125 Penalty: 3584.920654
	Iteration 53Q: 3 clusters Score -188373.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -188386.953125 Penalty: 3584.920654
	Iteration 54Q: 3 clusters Score -188387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -188388.765625 Penalty: 3584.920654
	Iteration 55Q: 3 clusters Score -188388.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -188394.906250 Penalty: 3584.920654
	Iteration 56Q: 3 clusters Score -188394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -188397.078125 Penalty: 3584.920654
	Iteration 57Q: 3 clusters Score -188397.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -188401.203125 Penalty: 3584.920654
	Iteration 58Q: 3 clusters Score -188401.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -188402.046875 Penalty: 3584.920654
	Iteration 59Q: 3 clusters Score -188402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -188402.046875 Penalty: 3584.920654
	Iteration 60F: 3 clusters Score -188402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 61077 members 
Mstep: Class 3 contains 65682 members 
Mstep: Class 4 contains 84066 members 
Mstep: Class 5 contains 30874 members 
Mstep: Class 6 contains 32005 members 
Mstep: Class 7 contains 44462 members 
Mstep: Class 8 contains 1027 members 
Mstep: Class 9 contains 638 members 
Mstep: Class 10 contains 52313 members 
Mstep: Class 11 contains 35008 members 
Mstep: Class 13 contains 739 members 
Mstep: Class 14 contains 54273 members 
Mstep: Class 15 contains 53776 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 61604 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 24 contains 67708 members 
Entering Unmasked Estep 
Score: -126821496.000000 Penalty: 66746.679688
Splitting cluster 13 changes total score from -126783480.000000 to -126821496.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 14 (54273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54273 members 
Entering Unmasked Estep 
Score: -10033288.000000 Penalty: 2703.641846
	Iteration 0F: 2 clusters Score -1.003329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -10004850.000000 Penalty: 5407.283691
	Iteration 0F: 3 clusters Score -1.000485e+07 nChanged 25176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -10019447.000000 Penalty: 5407.283691
	Iteration 1F: 3 clusters Score -1.001945e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -10020794.000000 Penalty: 5407.283691
	Iteration 2F: 3 clusters Score -1.002079e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -10022892.000000 Penalty: 5407.283691
	Iteration 3F: 3 clusters Score -1.002289e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -10025973.000000 Penalty: 5407.283691
	Iteration 4F: 3 clusters Score -1.002597e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -10029862.000000 Penalty: 5407.283691
	Iteration 5F: 3 clusters Score -1.002986e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -10033696.000000 Penalty: 5407.283691
	Iteration 6F: 3 clusters Score -1.00337e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -10035822.000000 Penalty: 5407.283691
	Iteration 7F: 3 clusters Score -1.003582e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -10036495.000000 Penalty: 5407.283691
	Iteration 8Q: 3 clusters Score -1.00365e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -10036785.000000 Penalty: 5407.283691
	Iteration 9Q: 3 clusters Score -1.003678e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -10036835.000000 Penalty: 5407.283691
	Iteration 10Q: 3 clusters Score -1.003684e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -10036856.000000 Penalty: 5407.283691
	Iteration 11Q: 3 clusters Score -1.003686e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -10036624.000000 Penalty: 5407.283691
	Iteration 12Q: 3 clusters Score -1.003662e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -10036230.000000 Penalty: 5407.283691
	Iteration 13Q: 3 clusters Score -1.003623e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -10035700.000000 Penalty: 5407.283691
	Iteration 14Q: 3 clusters Score -1.00357e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -10035099.000000 Penalty: 5407.283691
	Iteration 15Q: 3 clusters Score -1.00351e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -10034544.000000 Penalty: 5407.283691
	Iteration 16Q: 3 clusters Score -1.003454e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -10033918.000000 Penalty: 5407.283691
	Iteration 17Q: 3 clusters Score -1.003392e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -10033387.000000 Penalty: 5407.283691
	Iteration 18Q: 3 clusters Score -1.003339e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -10033049.000000 Penalty: 5407.283691
	Iteration 19Q: 3 clusters Score -1.003305e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -10032956.000000 Penalty: 5407.283691
	Iteration 20F: 3 clusters Score -1.003296e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -10032561.000000 Penalty: 5407.283691
	Iteration 21Q: 3 clusters Score -1.003256e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -10032399.000000 Penalty: 5407.283691
	Iteration 22Q: 3 clusters Score -1.00324e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10032233.000000 Penalty: 5407.283691
	Iteration 23Q: 3 clusters Score -1.003223e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10032142.000000 Penalty: 5407.283691
	Iteration 24Q: 3 clusters Score -1.003214e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10032053.000000 Penalty: 5407.283691
	Iteration 25Q: 3 clusters Score -1.003205e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10031985.000000 Penalty: 5407.283691
	Iteration 26Q: 3 clusters Score -1.003198e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -10031939.000000 Penalty: 5407.283691
	Iteration 27Q: 3 clusters Score -1.003194e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -10031932.000000 Penalty: 5407.283691
	Iteration 28Q: 3 clusters Score -1.003193e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10031897.000000 Penalty: 5407.283691
	Iteration 29Q: 3 clusters Score -1.00319e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -10031892.000000 Penalty: 5407.283691
	Iteration 30Q: 3 clusters Score -1.003189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10031886.000000 Penalty: 5407.283691
	Iteration 31Q: 3 clusters Score -1.003189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10031880.000000 Penalty: 5407.283691
	Iteration 32Q: 3 clusters Score -1.003188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10031877.000000 Penalty: 5407.283691
	Iteration 33Q: 3 clusters Score -1.003188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10031876.000000 Penalty: 5407.283691
	Iteration 34Q: 3 clusters Score -1.003188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10031886.000000 Penalty: 5407.283691
	Iteration 35Q: 3 clusters Score -1.003189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10031891.000000 Penalty: 5407.283691
	Iteration 36Q: 3 clusters Score -1.003189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10031881.000000 Penalty: 5407.283691
	Iteration 37Q: 3 clusters Score -1.003188e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10031885.000000 Penalty: 5407.283691
	Iteration 38Q: 3 clusters Score -1.003188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10031878.000000 Penalty: 5407.283691
	Iteration 39Q: 3 clusters Score -1.003188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -10031874.000000 Penalty: 5407.283691
	Iteration 40F: 3 clusters Score -1.003187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10031870.000000 Penalty: 5407.283691
	Iteration 41Q: 3 clusters Score -1.003187e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -10031867.000000 Penalty: 5407.283691
	Iteration 42Q: 3 clusters Score -1.003187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10031879.000000 Penalty: 5407.283691
	Iteration 43Q: 3 clusters Score -1.003188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -10031879.000000 Penalty: 5407.283691
	Iteration 44F: 3 clusters Score -1.003188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (53776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Entering Unmasked Estep 
Score: -9914144.000000 Penalty: 2701.360596
	Iteration 0F: 2 clusters Score -9914144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -9887688.000000 Penalty: 5402.721191
	Iteration 0F: 3 clusters Score -9887688 nChanged 24960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -9902220.000000 Penalty: 5402.721191
	Iteration 1F: 3 clusters Score -9902220 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -9903668.000000 Penalty: 5402.721191
	Iteration 2F: 3 clusters Score -9903668 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -9905983.000000 Penalty: 5402.721191
	Iteration 3F: 3 clusters Score -9905983 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -9909237.000000 Penalty: 5402.721191
	Iteration 4F: 3 clusters Score -9909237 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -9913102.000000 Penalty: 5402.721191
	Iteration 5F: 3 clusters Score -9913102 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -9916921.000000 Penalty: 5402.721191
	Iteration 6F: 3 clusters Score -9916921 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -9919134.000000 Penalty: 5402.721191
	Iteration 7F: 3 clusters Score -9919134 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -9919732.000000 Penalty: 5402.721191
	Iteration 8Q: 3 clusters Score -9919732 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -9919231.000000 Penalty: 5402.721191
	Iteration 9Q: 3 clusters Score -9919231 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -9918433.000000 Penalty: 5402.721191
	Iteration 10Q: 3 clusters Score -9918433 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -9917391.000000 Penalty: 5402.721191
	Iteration 11Q: 3 clusters Score -9917391 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -9916472.000000 Penalty: 5402.721191
	Iteration 12Q: 3 clusters Score -9916472 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -9915742.000000 Penalty: 5402.721191
	Iteration 13Q: 3 clusters Score -9915742 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -9915213.000000 Penalty: 5402.721191
	Iteration 14Q: 3 clusters Score -9915213 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -9914811.000000 Penalty: 5402.721191
	Iteration 15Q: 3 clusters Score -9914811 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -9914510.000000 Penalty: 5402.721191
	Iteration 16Q: 3 clusters Score -9914510 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -9914333.000000 Penalty: 5402.721191
	Iteration 17Q: 3 clusters Score -9914333 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -9914225.000000 Penalty: 5402.721191
	Iteration 18Q: 3 clusters Score -9914225 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -9914112.000000 Penalty: 5402.721191
	Iteration 19Q: 3 clusters Score -9914112 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -9914070.000000 Penalty: 5402.721191
	Iteration 20F: 3 clusters Score -9914070 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -9913930.000000 Penalty: 5402.721191
	Iteration 21Q: 3 clusters Score -9913930 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -9913829.000000 Penalty: 5402.721191
	Iteration 22Q: 3 clusters Score -9913829 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 52362 members 
Entering Unmasked Estep 
Score: -9913712.000000 Penalty: 5402.721191
	Iteration 23Q: 3 clusters Score -9913712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -9913616.000000 Penalty: 5402.721191
	Iteration 24Q: 3 clusters Score -9913616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -9913570.000000 Penalty: 5402.721191
	Iteration 25Q: 3 clusters Score -9913570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 52517 members 
Entering Unmasked Estep 
Score: -9913530.000000 Penalty: 5402.721191
	Iteration 26Q: 3 clusters Score -9913530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -9913513.000000 Penalty: 5402.721191
	Iteration 27Q: 3 clusters Score -9913513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -9913489.000000 Penalty: 5402.721191
	Iteration 28Q: 3 clusters Score -9913489 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 52593 members 
Entering Unmasked Estep 
Score: -9913468.000000 Penalty: 5402.721191
	Iteration 29Q: 3 clusters Score -9913468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -9913448.000000 Penalty: 5402.721191
	Iteration 30Q: 3 clusters Score -9913448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -9913437.000000 Penalty: 5402.721191
	Iteration 31Q: 3 clusters Score -9913437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 52628 members 
Entering Unmasked Estep 
Score: -9913427.000000 Penalty: 5402.721191
	Iteration 32Q: 3 clusters Score -9913427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -9913429.000000 Penalty: 5402.721191
	Iteration 33Q: 3 clusters Score -9913429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -9913423.000000 Penalty: 5402.721191
	Iteration 34Q: 3 clusters Score -9913423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -9913412.000000 Penalty: 5402.721191
	Iteration 35Q: 3 clusters Score -9913412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -9913412.000000 Penalty: 5402.721191
	Iteration 36Q: 3 clusters Score -9913412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -9913406.000000 Penalty: 5402.721191
	Iteration 37Q: 3 clusters Score -9913406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 52652 members 
Entering Unmasked Estep 
Score: -9913407.000000 Penalty: 5402.721191
	Iteration 38Q: 3 clusters Score -9913407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -9913409.000000 Penalty: 5402.721191
	Iteration 39Q: 3 clusters Score -9913409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -9913416.000000 Penalty: 5402.721191
	Iteration 40F: 3 clusters Score -9913416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 52661 members 
Entering Unmasked Estep 
Score: -9913398.000000 Penalty: 5402.721191
	Iteration 41Q: 3 clusters Score -9913398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 52662 members 
Entering Unmasked Estep 
Score: -9913391.000000 Penalty: 5402.721191
	Iteration 42Q: 3 clusters Score -9913391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -9913397.000000 Penalty: 5402.721191
	Iteration 43Q: 3 clusters Score -9913397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 52666 members 
Entering Unmasked Estep 
Score: -9913401.000000 Penalty: 5402.721191
	Iteration 44Q: 3 clusters Score -9913401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -9913396.000000 Penalty: 5402.721191
	Iteration 45Q: 3 clusters Score -9913396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 52667 members 
Entering Unmasked Estep 
Score: -9913396.000000 Penalty: 5402.721191
	Iteration 46F: 3 clusters Score -9913396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -158011.703125 Penalty: 1696.720703
	Iteration 0F: 2 clusters Score -158011.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -156147.703125 Penalty: 3393.441406
	Iteration 0F: 3 clusters Score -156147.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -156448.671875 Penalty: 3393.441406
	Iteration 1F: 3 clusters Score -156448.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -156544.265625 Penalty: 3393.441406
	Iteration 2F: 3 clusters Score -156544.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -156593.796875 Penalty: 3393.441406
	Iteration 3Q: 3 clusters Score -156593.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -156636.296875 Penalty: 3393.441406
	Iteration 4Q: 3 clusters Score -156636.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -156684.578125 Penalty: 3393.441406
	Iteration 5Q: 3 clusters Score -156684.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -156730.453125 Penalty: 3393.441406
	Iteration 6Q: 3 clusters Score -156730.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -156800.375000 Penalty: 3393.441406
	Iteration 7Q: 3 clusters Score -156800.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -156853.312500 Penalty: 3393.441406
	Iteration 8Q: 3 clusters Score -156853.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -156907.328125 Penalty: 3393.441406
	Iteration 9Q: 3 clusters Score -156907.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -156971.421875 Penalty: 3393.441406
	Iteration 10Q: 3 clusters Score -156971.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -157062.796875 Penalty: 3393.441406
	Iteration 11Q: 3 clusters Score -157062.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -157120.578125 Penalty: 3393.441406
	Iteration 12Q: 3 clusters Score -157120.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -157181.968750 Penalty: 3393.441406
	Iteration 13Q: 3 clusters Score -157182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -157276.968750 Penalty: 3393.441406
	Iteration 14Q: 3 clusters Score -157277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -157378.187500 Penalty: 3393.441406
	Iteration 15Q: 3 clusters Score -157378.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -157503.484375 Penalty: 3393.441406
	Iteration 16Q: 3 clusters Score -157503.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157616.515625 Penalty: 3393.441406
	Iteration 17Q: 3 clusters Score -157616.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -157687.656250 Penalty: 3393.441406
	Iteration 18Q: 3 clusters Score -157687.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -157731.312500 Penalty: 3393.441406
	Iteration 19Q: 3 clusters Score -157731.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -157750.468750 Penalty: 3393.441406
	Iteration 20F: 3 clusters Score -157750.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -157765.562500 Penalty: 3393.441406
	Iteration 21Q: 3 clusters Score -157765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -157766.984375 Penalty: 3393.441406
	Iteration 22Q: 3 clusters Score -157767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -157766.984375 Penalty: 3393.441406
	Iteration 23F: 3 clusters Score -157767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -65543.171875 Penalty: 1615.281128
	Iteration 0F: 2 clusters Score -65543.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64272.542969 Penalty: 3230.562256
	Iteration 0F: 3 clusters Score -64272.54 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -65188.605469 Penalty: 3230.562256
	Iteration 1F: 3 clusters Score -65188.61 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66191.828125 Penalty: 3230.562256
	Iteration 2F: 3 clusters Score -66191.83 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -67012.203125 Penalty: 3230.562256
	Iteration 3F: 3 clusters Score -67012.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67482.531250 Penalty: 3230.562256
	Iteration 4F: 3 clusters Score -67482.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -67534.218750 Penalty: 3230.562256
	Iteration 5Q: 3 clusters Score -67534.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -67545.132812 Penalty: 3230.562256
	Iteration 6Q: 3 clusters Score -67545.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -67552.742188 Penalty: 3230.562256
	Iteration 7Q: 3 clusters Score -67552.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -67557.765625 Penalty: 3230.562256
	Iteration 8Q: 3 clusters Score -67557.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -67557.765625 Penalty: 3230.562256
	Iteration 9F: 3 clusters Score -67557.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 61077 members 
Mstep: Class 3 contains 65682 members 
Mstep: Class 4 contains 84066 members 
Mstep: Class 5 contains 30874 members 
Mstep: Class 6 contains 32005 members 
Mstep: Class 7 contains 44462 members 
Mstep: Class 8 contains 1027 members 
Mstep: Class 9 contains 638 members 
Mstep: Class 10 contains 52313 members 
Mstep: Class 11 contains 35008 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 739 members 
Mstep: Class 14 contains 54273 members 
Mstep: Class 15 contains 53776 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 61604 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 24 contains 67708 members 
Entering Unmasked Estep 
Score: -126821720.000000 Penalty: 70084.007812
Splitting cluster 19 changes total score from -126783480.000000 to -126821720.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 20 (61604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Entering Unmasked Estep 
Score: -11327623.000000 Penalty: 2735.063721
	Iteration 0F: 2 clusters Score -1.132762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -11294121.000000 Penalty: 5470.127441
	Iteration 0F: 3 clusters Score -1.129412e+07 nChanged 28821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -11310094.000000 Penalty: 5470.127441
	Iteration 1F: 3 clusters Score -1.131009e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -11310784.000000 Penalty: 5470.127441
	Iteration 2Q: 3 clusters Score -1.131078e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -11311387.000000 Penalty: 5470.127441
	Iteration 3Q: 3 clusters Score -1.131139e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -11312196.000000 Penalty: 5470.127441
	Iteration 4Q: 3 clusters Score -1.13122e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -11313039.000000 Penalty: 5470.127441
	Iteration 5Q: 3 clusters Score -1.131304e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -11314092.000000 Penalty: 5470.127441
	Iteration 6Q: 3 clusters Score -1.131409e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -11315436.000000 Penalty: 5470.127441
	Iteration 7Q: 3 clusters Score -1.131544e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -11317340.000000 Penalty: 5470.127441
	Iteration 8Q: 3 clusters Score -1.131734e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -11319760.000000 Penalty: 5470.127441
	Iteration 9F: 3 clusters Score -1.131976e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -11322445.000000 Penalty: 5470.127441
	Iteration 10F: 3 clusters Score -1.132244e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -11324428.000000 Penalty: 5470.127441
	Iteration 11F: 3 clusters Score -1.132443e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -11325485.000000 Penalty: 5470.127441
	Iteration 12Q: 3 clusters Score -1.132548e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -11326015.000000 Penalty: 5470.127441
	Iteration 13Q: 3 clusters Score -1.132602e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -11326315.000000 Penalty: 5470.127441
	Iteration 14Q: 3 clusters Score -1.132632e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -11326606.000000 Penalty: 5470.127441
	Iteration 15Q: 3 clusters Score -1.132661e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -11327003.000000 Penalty: 5470.127441
	Iteration 16Q: 3 clusters Score -1.1327e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -11327351.000000 Penalty: 5470.127441
	Iteration 17Q: 3 clusters Score -1.132735e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -11327715.000000 Penalty: 5470.127441
	Iteration 18Q: 3 clusters Score -1.132772e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -11328146.000000 Penalty: 5470.127441
	Iteration 19Q: 3 clusters Score -1.132815e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -11328565.000000 Penalty: 5470.127441
	Iteration 20F: 3 clusters Score -1.132856e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -11328967.000000 Penalty: 5470.127441
	Iteration 21Q: 3 clusters Score -1.132897e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -11329058.000000 Penalty: 5470.127441
	Iteration 22Q: 3 clusters Score -1.132906e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -11328909.000000 Penalty: 5470.127441
	Iteration 23Q: 3 clusters Score -1.132891e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 47920 members 
Entering Unmasked Estep 
Score: -11328217.000000 Penalty: 5470.127441
	Iteration 24Q: 3 clusters Score -1.132822e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -11327639.000000 Penalty: 5470.127441
	Iteration 25Q: 3 clusters Score -1.132764e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -11326858.000000 Penalty: 5470.127441
	Iteration 26Q: 3 clusters Score -1.132686e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -11326101.000000 Penalty: 5470.127441
	Iteration 27Q: 3 clusters Score -1.13261e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -11325752.000000 Penalty: 5470.127441
	Iteration 28Q: 3 clusters Score -1.132575e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 57830 members 
Entering Unmasked Estep 
Score: -11325514.000000 Penalty: 5470.127441
	Iteration 29Q: 3 clusters Score -1.132551e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -11325448.000000 Penalty: 5470.127441
	Iteration 30Q: 3 clusters Score -1.132545e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 58434 members 
Entering Unmasked Estep 
Score: -11325382.000000 Penalty: 5470.127441
	Iteration 31Q: 3 clusters Score -1.132538e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -11325339.000000 Penalty: 5470.127441
	Iteration 32Q: 3 clusters Score -1.132534e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 58585 members 
Entering Unmasked Estep 
Score: -11325337.000000 Penalty: 5470.127441
	Iteration 33Q: 3 clusters Score -1.132534e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -11325314.000000 Penalty: 5470.127441
	Iteration 34Q: 3 clusters Score -1.132531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -11325315.000000 Penalty: 5470.127441
	Iteration 35Q: 3 clusters Score -1.132532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -11325316.000000 Penalty: 5470.127441
	Iteration 36Q: 3 clusters Score -1.132532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -11326236.000000 Penalty: 5470.127441
	Iteration 37F: 3 clusters Score -1.132624e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 59730 members 
Entering Unmasked Estep 
Score: -11325893.000000 Penalty: 5470.127441
	Iteration 38Q: 3 clusters Score -1.132589e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 60334 members 
Entering Unmasked Estep 
Score: -11325793.000000 Penalty: 5470.127441
	Iteration 39Q: 3 clusters Score -1.132579e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -11325710.000000 Penalty: 5470.127441
	Iteration 40F: 3 clusters Score -1.132571e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -11325649.000000 Penalty: 5470.127441
	Iteration 41Q: 3 clusters Score -1.132565e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
Score: -11325602.000000 Penalty: 5470.127441
	Iteration 42Q: 3 clusters Score -1.13256e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -11325579.000000 Penalty: 5470.127441
	Iteration 43Q: 3 clusters Score -1.132558e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 61126 members 
Entering Unmasked Estep 
Score: -11325587.000000 Penalty: 5470.127441
	Iteration 44Q: 3 clusters Score -1.132559e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 61159 members 
Entering Unmasked Estep 
Score: -11325605.000000 Penalty: 5470.127441
	Iteration 45Q: 3 clusters Score -1.13256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -11325604.000000 Penalty: 5470.127441
	Iteration 46Q: 3 clusters Score -1.13256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -11325587.000000 Penalty: 5470.127441
	Iteration 47Q: 3 clusters Score -1.132559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -11325594.000000 Penalty: 5470.127441
	Iteration 48Q: 3 clusters Score -1.132559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -11325599.000000 Penalty: 5470.127441
	Iteration 49Q: 3 clusters Score -1.13256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -11325593.000000 Penalty: 5470.127441
	Iteration 50Q: 3 clusters Score -1.132559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -11325603.000000 Penalty: 5470.127441
	Iteration 51Q: 3 clusters Score -1.13256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -11325589.000000 Penalty: 5470.127441
	Iteration 52Q: 3 clusters Score -1.132559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -11325591.000000 Penalty: 5470.127441
	Iteration 53Q: 3 clusters Score -1.132559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 61207 members 
Entering Unmasked Estep 
Score: -11325591.000000 Penalty: 5470.127441
	Iteration 54F: 3 clusters Score -1.132559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Entering Unmasked Estep 
Score: -1285468.000000 Penalty: 2204.514404
	Iteration 0F: 2 clusters Score -1285468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1279579.750000 Penalty: 4409.028809
	Iteration 0F: 3 clusters Score -1279580 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1281260.375000 Penalty: 4409.028809
	Iteration 1F: 3 clusters Score -1281260 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1281572.625000 Penalty: 4409.028809
	Iteration 2F: 3 clusters Score -1281573 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1281795.375000 Penalty: 4409.028809
	Iteration 3F: 3 clusters Score -1281795 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1281973.875000 Penalty: 4409.028809
	Iteration 4Q: 3 clusters Score -1281974 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1282165.750000 Penalty: 4409.028809
	Iteration 5Q: 3 clusters Score -1282166 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1282377.375000 Penalty: 4409.028809
	Iteration 6Q: 3 clusters Score -1282377 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1282593.000000 Penalty: 4409.028809
	Iteration 7Q: 3 clusters Score -1282593 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1282800.125000 Penalty: 4409.028809
	Iteration 8Q: 3 clusters Score -1282800 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1283013.125000 Penalty: 4409.028809
	Iteration 9Q: 3 clusters Score -1283013 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1283206.875000 Penalty: 4409.028809
	Iteration 10Q: 3 clusters Score -1283207 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1283367.875000 Penalty: 4409.028809
	Iteration 11Q: 3 clusters Score -1283368 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1283514.250000 Penalty: 4409.028809
	Iteration 12Q: 3 clusters Score -1283514 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1283625.250000 Penalty: 4409.028809
	Iteration 13Q: 3 clusters Score -1283625 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1283701.375000 Penalty: 4409.028809
	Iteration 14Q: 3 clusters Score -1283701 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1283756.625000 Penalty: 4409.028809
	Iteration 15Q: 3 clusters Score -1283757 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1283811.750000 Penalty: 4409.028809
	Iteration 16Q: 3 clusters Score -1283812 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1283874.375000 Penalty: 4409.028809
	Iteration 17Q: 3 clusters Score -1283874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1283918.750000 Penalty: 4409.028809
	Iteration 18Q: 3 clusters Score -1283919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1283968.125000 Penalty: 4409.028809
	Iteration 19Q: 3 clusters Score -1283968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1284008.000000 Penalty: 4409.028809
	Iteration 20F: 3 clusters Score -1284008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1284026.500000 Penalty: 4409.028809
	Iteration 21Q: 3 clusters Score -1284026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1284048.125000 Penalty: 4409.028809
	Iteration 22Q: 3 clusters Score -1284048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1284058.750000 Penalty: 4409.028809
	Iteration 23Q: 3 clusters Score -1284059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1284069.750000 Penalty: 4409.028809
	Iteration 24Q: 3 clusters Score -1284070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1284071.750000 Penalty: 4409.028809
	Iteration 25Q: 3 clusters Score -1284072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1284074.875000 Penalty: 4409.028809
	Iteration 26Q: 3 clusters Score -1284075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1284075.000000 Penalty: 4409.028809
	Iteration 27Q: 3 clusters Score -1284075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1284077.125000 Penalty: 4409.028809
	Iteration 28Q: 3 clusters Score -1284077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1284076.875000 Penalty: 4409.028809
	Iteration 29Q: 3 clusters Score -1284077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1284076.875000 Penalty: 4409.028809
	Iteration 30F: 3 clusters Score -1284077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Entering Unmasked Estep 
Score: -253601.921875 Penalty: 1824.515747
	Iteration 0F: 2 clusters Score -253601.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -251297.859375 Penalty: 3649.031494
	Iteration 0F: 3 clusters Score -251297.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -251815.406250 Penalty: 3649.031494
	Iteration 1F: 3 clusters Score -251815.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -252070.593750 Penalty: 3649.031494
	Iteration 2F: 3 clusters Score -252070.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -252201.890625 Penalty: 3649.031494
	Iteration 3F: 3 clusters Score -252201.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -252289.562500 Penalty: 3649.031494
	Iteration 4Q: 3 clusters Score -252289.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -252389.312500 Penalty: 3649.031494
	Iteration 5Q: 3 clusters Score -252389.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -252496.593750 Penalty: 3649.031494
	Iteration 6Q: 3 clusters Score -252496.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -252624.140625 Penalty: 3649.031494
	Iteration 7Q: 3 clusters Score -252624.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -252745.859375 Penalty: 3649.031494
	Iteration 8Q: 3 clusters Score -252745.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -252842.718750 Penalty: 3649.031494
	Iteration 9Q: 3 clusters Score -252842.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -252927.953125 Penalty: 3649.031494
	Iteration 10Q: 3 clusters Score -252928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -253011.187500 Penalty: 3649.031494
	Iteration 11Q: 3 clusters Score -253011.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -253071.312500 Penalty: 3649.031494
	Iteration 12Q: 3 clusters Score -253071.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -253121.375000 Penalty: 3649.031494
	Iteration 13Q: 3 clusters Score -253121.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -253168.046875 Penalty: 3649.031494
	Iteration 14Q: 3 clusters Score -253168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -253213.359375 Penalty: 3649.031494
	Iteration 15Q: 3 clusters Score -253213.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -253238.000000 Penalty: 3649.031494
	Iteration 16Q: 3 clusters Score -253238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -253248.328125 Penalty: 3649.031494
	Iteration 17Q: 3 clusters Score -253248.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -253256.546875 Penalty: 3649.031494
	Iteration 18Q: 3 clusters Score -253256.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -253262.937500 Penalty: 3649.031494
	Iteration 19Q: 3 clusters Score -253262.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -253286.687500 Penalty: 3649.031494
	Iteration 20F: 3 clusters Score -253286.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -253327.203125 Penalty: 3649.031494
	Iteration 21Q: 3 clusters Score -253327.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -253386.656250 Penalty: 3649.031494
	Iteration 22Q: 3 clusters Score -253386.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -253428.937500 Penalty: 3649.031494
	Iteration 23Q: 3 clusters Score -253428.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -253455.390625 Penalty: 3649.031494
	Iteration 24Q: 3 clusters Score -253455.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -253475.015625 Penalty: 3649.031494
	Iteration 25Q: 3 clusters Score -253475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -253493.296875 Penalty: 3649.031494
	Iteration 26Q: 3 clusters Score -253493.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -253504.468750 Penalty: 3649.031494
	Iteration 27Q: 3 clusters Score -253504.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -253510.796875 Penalty: 3649.031494
	Iteration 28Q: 3 clusters Score -253510.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -253515.843750 Penalty: 3649.031494
	Iteration 29Q: 3 clusters Score -253515.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -253523.109375 Penalty: 3649.031494
	Iteration 30Q: 3 clusters Score -253523.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -253525.421875 Penalty: 3649.031494
	Iteration 31Q: 3 clusters Score -253525.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -253525.421875 Penalty: 3649.031494
	Iteration 32F: 3 clusters Score -253525.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67708 members 
Entering Unmasked Estep 
Score: -12462220.000000 Penalty: 2758.494141
	Iteration 0F: 2 clusters Score -1.246222e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -12432233.000000 Penalty: 5516.988281
	Iteration 0F: 3 clusters Score -1.243223e+07 nChanged 31792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -12450081.000000 Penalty: 5516.988281
	Iteration 1F: 3 clusters Score -1.245008e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -12450674.000000 Penalty: 5516.988281
	Iteration 2Q: 3 clusters Score -1.245067e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -12451310.000000 Penalty: 5516.988281
	Iteration 3Q: 3 clusters Score -1.245131e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -12451910.000000 Penalty: 5516.988281
	Iteration 4Q: 3 clusters Score -1.245191e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -12452612.000000 Penalty: 5516.988281
	Iteration 5Q: 3 clusters Score -1.245261e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -12453671.000000 Penalty: 5516.988281
	Iteration 6Q: 3 clusters Score -1.245367e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -12455159.000000 Penalty: 5516.988281
	Iteration 7Q: 3 clusters Score -1.245516e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -12456861.000000 Penalty: 5516.988281
	Iteration 8F: 3 clusters Score -1.245686e+07 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -12458133.000000 Penalty: 5516.988281
	Iteration 9F: 3 clusters Score -1.245813e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 54590 members 
Entering Unmasked Estep 
Score: -12459710.000000 Penalty: 5516.988281
	Iteration 10F: 3 clusters Score -1.245971e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 56819 members 
Entering Unmasked Estep 
Score: -12460822.000000 Penalty: 5516.988281
	Iteration 11Q: 3 clusters Score -1.246082e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -12461637.000000 Penalty: 5516.988281
	Iteration 12Q: 3 clusters Score -1.246164e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -12462150.000000 Penalty: 5516.988281
	Iteration 13Q: 3 clusters Score -1.246215e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -12462406.000000 Penalty: 5516.988281
	Iteration 14Q: 3 clusters Score -1.246241e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -12462680.000000 Penalty: 5516.988281
	Iteration 15Q: 3 clusters Score -1.246268e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 58006 members 
Entering Unmasked Estep 
Score: -12462917.000000 Penalty: 5516.988281
	Iteration 16Q: 3 clusters Score -1.246292e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -12463116.000000 Penalty: 5516.988281
	Iteration 17Q: 3 clusters Score -1.246312e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -12463403.000000 Penalty: 5516.988281
	Iteration 18Q: 3 clusters Score -1.24634e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -12463579.000000 Penalty: 5516.988281
	Iteration 19Q: 3 clusters Score -1.246358e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -12463774.000000 Penalty: 5516.988281
	Iteration 20F: 3 clusters Score -1.246377e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 56074 members 
Entering Unmasked Estep 
Score: -12463935.000000 Penalty: 5516.988281
	Iteration 21Q: 3 clusters Score -1.246394e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -12464233.000000 Penalty: 5516.988281
	Iteration 22Q: 3 clusters Score -1.246423e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -12464409.000000 Penalty: 5516.988281
	Iteration 23Q: 3 clusters Score -1.246441e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -12464557.000000 Penalty: 5516.988281
	Iteration 24Q: 3 clusters Score -1.246456e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 53410 members 
Entering Unmasked Estep 
Score: -12464690.000000 Penalty: 5516.988281
	Iteration 25Q: 3 clusters Score -1.246469e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 52557 members 
Entering Unmasked Estep 
Score: -12465006.000000 Penalty: 5516.988281
	Iteration 26Q: 3 clusters Score -1.246501e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 51617 members 
Entering Unmasked Estep 
Score: -12465309.000000 Penalty: 5516.988281
	Iteration 27Q: 3 clusters Score -1.246531e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -12465580.000000 Penalty: 5516.988281
	Iteration 28Q: 3 clusters Score -1.246558e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 49677 members 
Entering Unmasked Estep 
Score: -12466139.000000 Penalty: 5516.988281
	Iteration 29Q: 3 clusters Score -1.246614e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -12466636.000000 Penalty: 5516.988281
	Iteration 30Q: 3 clusters Score -1.246664e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -12466958.000000 Penalty: 5516.988281
	Iteration 31Q: 3 clusters Score -1.246696e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -12467124.000000 Penalty: 5516.988281
	Iteration 32Q: 3 clusters Score -1.246712e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -12467324.000000 Penalty: 5516.988281
	Iteration 33Q: 3 clusters Score -1.246732e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -12467431.000000 Penalty: 5516.988281
	Iteration 34Q: 3 clusters Score -1.246743e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 45877 members 
Entering Unmasked Estep 
Score: -12467515.000000 Penalty: 5516.988281
	Iteration 35Q: 3 clusters Score -1.246752e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -12467583.000000 Penalty: 5516.988281
	Iteration 36Q: 3 clusters Score -1.246758e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -12467729.000000 Penalty: 5516.988281
	Iteration 37Q: 3 clusters Score -1.246773e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -12467775.000000 Penalty: 5516.988281
	Iteration 38Q: 3 clusters Score -1.246778e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -12467810.000000 Penalty: 5516.988281
	Iteration 39Q: 3 clusters Score -1.246781e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -12468044.000000 Penalty: 5516.988281
	Iteration 40F: 3 clusters Score -1.246804e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -12468194.000000 Penalty: 5516.988281
	Iteration 41Q: 3 clusters Score -1.246819e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -12468286.000000 Penalty: 5516.988281
	Iteration 42Q: 3 clusters Score -1.246829e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -12468394.000000 Penalty: 5516.988281
	Iteration 43Q: 3 clusters Score -1.246839e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -12468496.000000 Penalty: 5516.988281
	Iteration 44Q: 3 clusters Score -1.24685e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -12468533.000000 Penalty: 5516.988281
	Iteration 45Q: 3 clusters Score -1.246853e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -12468588.000000 Penalty: 5516.988281
	Iteration 46Q: 3 clusters Score -1.246859e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -12468631.000000 Penalty: 5516.988281
	Iteration 47Q: 3 clusters Score -1.246863e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -12468661.000000 Penalty: 5516.988281
	Iteration 48Q: 3 clusters Score -1.246866e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -12468706.000000 Penalty: 5516.988281
	Iteration 49Q: 3 clusters Score -1.246871e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -12468772.000000 Penalty: 5516.988281
	Iteration 50Q: 3 clusters Score -1.246877e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 41961 members 
Entering Unmasked Estep 
Score: -12468765.000000 Penalty: 5516.988281
	Iteration 51Q: 3 clusters Score -1.246876e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -12468780.000000 Penalty: 5516.988281
	Iteration 52Q: 3 clusters Score -1.246878e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -12468775.000000 Penalty: 5516.988281
	Iteration 53Q: 3 clusters Score -1.246878e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -12468753.000000 Penalty: 5516.988281
	Iteration 54Q: 3 clusters Score -1.246875e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -12468770.000000 Penalty: 5516.988281
	Iteration 55Q: 3 clusters Score -1.246877e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -12468791.000000 Penalty: 5516.988281
	Iteration 56Q: 3 clusters Score -1.246879e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -12468806.000000 Penalty: 5516.988281
	Iteration 57Q: 3 clusters Score -1.246881e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -12468812.000000 Penalty: 5516.988281
	Iteration 58Q: 3 clusters Score -1.246881e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -12468828.000000 Penalty: 5516.988281
	Iteration 59Q: 3 clusters Score -1.246883e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -12468807.000000 Penalty: 5516.988281
	Iteration 60F: 3 clusters Score -1.246881e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -12468828.000000 Penalty: 5516.988281
	Iteration 61Q: 3 clusters Score -1.246883e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -12468845.000000 Penalty: 5516.988281
	Iteration 62Q: 3 clusters Score -1.246884e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -12468875.000000 Penalty: 5516.988281
	Iteration 63Q: 3 clusters Score -1.246888e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -12468864.000000 Penalty: 5516.988281
	Iteration 64Q: 3 clusters Score -1.246886e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -12468870.000000 Penalty: 5516.988281
	Iteration 65Q: 3 clusters Score -1.246887e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -12468884.000000 Penalty: 5516.988281
	Iteration 66Q: 3 clusters Score -1.246888e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -12468892.000000 Penalty: 5516.988281
	Iteration 67Q: 3 clusters Score -1.246889e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -12468861.000000 Penalty: 5516.988281
	Iteration 68Q: 3 clusters Score -1.246886e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -12468869.000000 Penalty: 5516.988281
	Iteration 69Q: 3 clusters Score -1.246887e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -12468889.000000 Penalty: 5516.988281
	Iteration 70Q: 3 clusters Score -1.246889e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -12468873.000000 Penalty: 5516.988281
	Iteration 71Q: 3 clusters Score -1.246887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -12468884.000000 Penalty: 5516.988281
	Iteration 72Q: 3 clusters Score -1.246888e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -12468879.000000 Penalty: 5516.988281
	Iteration 73Q: 3 clusters Score -1.246888e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -12468897.000000 Penalty: 5516.988281
	Iteration 74Q: 3 clusters Score -1.24689e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -12468881.000000 Penalty: 5516.988281
	Iteration 75Q: 3 clusters Score -1.246888e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -12468863.000000 Penalty: 5516.988281
	Iteration 76Q: 3 clusters Score -1.246886e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -12468876.000000 Penalty: 5516.988281
	Iteration 77Q: 3 clusters Score -1.246888e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -12468863.000000 Penalty: 5516.988281
	Iteration 78Q: 3 clusters Score -1.246886e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -12468854.000000 Penalty: 5516.988281
	Iteration 79Q: 3 clusters Score -1.246885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -12468844.000000 Penalty: 5516.988281
	Iteration 80F: 3 clusters Score -1.246884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -12468847.000000 Penalty: 5516.988281
	Iteration 81Q: 3 clusters Score -1.246885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -12468858.000000 Penalty: 5516.988281
	Iteration 82Q: 3 clusters Score -1.246886e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -12468872.000000 Penalty: 5516.988281
	Iteration 83Q: 3 clusters Score -1.246887e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -12468859.000000 Penalty: 5516.988281
	Iteration 84Q: 3 clusters Score -1.246886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -12468869.000000 Penalty: 5516.988281
	Iteration 85Q: 3 clusters Score -1.246887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -12468864.000000 Penalty: 5516.988281
	Iteration 86Q: 3 clusters Score -1.246886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -12468872.000000 Penalty: 5516.988281
	Iteration 87Q: 3 clusters Score -1.246887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -12468864.000000 Penalty: 5516.988281
	Iteration 88Q: 3 clusters Score -1.246886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -12468864.000000 Penalty: 5516.988281
	Iteration 89F: 3 clusters Score -1.246886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 61077 members 
Mstep: Class 3 contains 65682 members 
Mstep: Class 4 contains 84066 members 
Mstep: Class 5 contains 30874 members 
Mstep: Class 6 contains 32005 members 
Mstep: Class 7 contains 44462 members 
Mstep: Class 8 contains 1027 members 
Mstep: Class 9 contains 638 members 
Mstep: Class 10 contains 52313 members 
Mstep: Class 11 contains 35008 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 739 members 
Mstep: Class 14 contains 54273 members 
Mstep: Class 15 contains 53776 members 
Mstep: Class 16 contains 41659 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 61604 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 24 contains 26049 members 
Entering Unmasked Estep 
Score: -126827920.000000 Penalty: 73421.343750
Splitting cluster 24 changes total score from -126783480.000000 to -126827920.000000
So it's getting split into cluster 16.
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 61077 members 
Mstep: Class 3 contains 65682 members 
Mstep: Class 4 contains 84066 members 
Mstep: Class 5 contains 30874 members 
Mstep: Class 8 contains 1027 members 
Mstep: Class 10 contains 52313 members 
Mstep: Class 11 contains 35008 members 
Mstep: Class 13 contains 739 members 
Mstep: Class 14 contains 54273 members 
Mstep: Class 15 contains 53776 members 
Mstep: Class 18 contains 936 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 61604 members 
Mstep: Class 21 contains 7253 members 
Mstep: Class 22 contains 1567 members 
Mstep: Class 24 contains 26049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126847864.000000 Penalty: 73421.343750
Iteration 39Q: 23 clusters Score -1.268479e+08 nChanged 44961
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 56298 members 
Mstep: Class 3 contains 61600 members 
Mstep: Class 4 contains 86368 members 
Mstep: Class 5 contains 32646 members 
Mstep: Class 6 contains 35725 members 
Mstep: Class 7 contains 42757 members 
Mstep: Class 8 contains 1022 members 
Mstep: Class 9 contains 623 members 
Mstep: Class 10 contains 50349 members 
Mstep: Class 11 contains 37086 members 
Mstep: Class 12 contains 216 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 52586 members 
Mstep: Class 15 contains 52241 members 
Mstep: Class 16 contains 40388 members 
Mstep: Class 18 contains 960 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 58313 members 
Mstep: Class 21 contains 7867 members 
Mstep: Class 22 contains 1584 members 
Mstep: Class 24 contains 31620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126867120.000000 Penalty: 73421.343750
Iteration 40F: 23 clusters Score -1.268671e+08 nChanged 41994
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 50817 members 
Mstep: Class 3 contains 56702 members 
Mstep: Class 4 contains 87739 members 
Mstep: Class 5 contains 36040 members 
Mstep: Class 6 contains 43657 members 
Mstep: Class 7 contains 45180 members 
Mstep: Class 8 contains 1027 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 47247 members 
Mstep: Class 11 contains 38639 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 49794 members 
Mstep: Class 15 contains 48432 members 
Mstep: Class 16 contains 42319 members 
Mstep: Class 18 contains 981 members 
Mstep: Class 19 contains 479 members 
Mstep: Class 20 contains 54118 members 
Mstep: Class 21 contains 8470 members 
Mstep: Class 22 contains 1586 members 
Mstep: Class 24 contains 35433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126883656.000000 Penalty: 73421.343750
Iteration 41F: 23 clusters Score -1.268837e+08 nChanged 33613
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 46632 members 
Mstep: Class 3 contains 52943 members 
Mstep: Class 4 contains 88230 members 
Mstep: Class 5 contains 39354 members 
Mstep: Class 6 contains 50627 members 
Mstep: Class 7 contains 45389 members 
Mstep: Class 8 contains 1028 members 
Mstep: Class 9 contains 638 members 
Mstep: Class 10 contains 45417 members 
Mstep: Class 11 contains 40642 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 733 members 
Mstep: Class 14 contains 47661 members 
Mstep: Class 15 contains 45791 members 
Mstep: Class 16 contains 43438 members 
Mstep: Class 18 contains 1027 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 50456 members 
Mstep: Class 21 contains 9081 members 
Mstep: Class 22 contains 1589 members 
Mstep: Class 24 contains 39438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126892640.000000 Penalty: 73421.343750
Iteration 42Q: 23 clusters Score -1.268926e+08 nChanged 30311
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 44299 members 
Mstep: Class 3 contains 50019 members 
Mstep: Class 4 contains 87785 members 
Mstep: Class 5 contains 42853 members 
Mstep: Class 6 contains 55805 members 
Mstep: Class 7 contains 46186 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 629 members 
Mstep: Class 10 contains 43930 members 
Mstep: Class 11 contains 42497 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 738 members 
Mstep: Class 14 contains 45952 members 
Mstep: Class 15 contains 43732 members 
Mstep: Class 16 contains 43726 members 
Mstep: Class 18 contains 1060 members 
Mstep: Class 19 contains 491 members 
Mstep: Class 20 contains 47803 members 
Mstep: Class 21 contains 9651 members 
Mstep: Class 22 contains 1592 members 
Mstep: Class 24 contains 43191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895544.000000 Penalty: 73421.343750
Iteration 43Q: 23 clusters Score -1.268955e+08 nChanged 27845
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 42990 members 
Mstep: Class 3 contains 47727 members 
Mstep: Class 4 contains 86956 members 
Mstep: Class 5 contains 46562 members 
Mstep: Class 6 contains 58490 members 
Mstep: Class 7 contains 47317 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 10 contains 43374 members 
Mstep: Class 11 contains 43870 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 44513 members 
Mstep: Class 15 contains 42653 members 
Mstep: Class 16 contains 43215 members 
Mstep: Class 18 contains 1104 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 45559 members 
Mstep: Class 21 contains 10088 members 
Mstep: Class 22 contains 1592 members 
Mstep: Class 24 contains 46412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896880.000000 Penalty: 73421.343750
Iteration 44Q: 23 clusters Score -1.268969e+08 nChanged 26470
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 42101 members 
Mstep: Class 3 contains 46406 members 
Mstep: Class 4 contains 86043 members 
Mstep: Class 5 contains 50444 members 
Mstep: Class 6 contains 58717 members 
Mstep: Class 7 contains 48159 members 
Mstep: Class 8 contains 1062 members 
Mstep: Class 9 contains 634 members 
Mstep: Class 10 contains 43296 members 
Mstep: Class 11 contains 44775 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 43259 members 
Mstep: Class 15 contains 42495 members 
Mstep: Class 16 contains 42160 members 
Mstep: Class 18 contains 1142 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 43619 members 
Mstep: Class 21 contains 10469 members 
Mstep: Class 22 contains 1582 members 
Mstep: Class 24 contains 49043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126896096.000000 Penalty: 73421.343750
Iteration 45Q: 23 clusters Score -1.268961e+08 nChanged 25922
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 41757 members 
Mstep: Class 3 contains 45488 members 
Mstep: Class 4 contains 85199 members 
Mstep: Class 5 contains 53796 members 
Mstep: Class 6 contains 57797 members 
Mstep: Class 7 contains 48694 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 637 members 
Mstep: Class 10 contains 43351 members 
Mstep: Class 11 contains 45598 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 42172 members 
Mstep: Class 15 contains 42619 members 
Mstep: Class 16 contains 40763 members 
Mstep: Class 18 contains 1164 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 41940 members 
Mstep: Class 21 contains 10810 members 
Mstep: Class 22 contains 1574 members 
Mstep: Class 24 contains 51136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126895208.000000 Penalty: 73421.343750
Iteration 46Q: 23 clusters Score -1.268952e+08 nChanged 24294
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 41603 members 
Mstep: Class 3 contains 45318 members 
Mstep: Class 4 contains 84359 members 
Mstep: Class 5 contains 55725 members 
Mstep: Class 6 contains 57097 members 
Mstep: Class 7 contains 48967 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 638 members 
Mstep: Class 10 contains 43569 members 
Mstep: Class 11 contains 46304 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 14 contains 41482 members 
Mstep: Class 15 contains 42749 members 
Mstep: Class 16 contains 38998 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 40740 members 
Mstep: Class 21 contains 11125 members 
Mstep: Class 22 contains 1570 members 
Mstep: Class 24 contains 52709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126892360.000000 Penalty: 73421.343750
Iteration 47Q: 23 clusters Score -1.268924e+08 nChanged 21451
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 41722 members 
Mstep: Class 3 contains 45353 members 
Mstep: Class 4 contains 83611 members 
Mstep: Class 5 contains 55778 members 
Mstep: Class 6 contains 56701 members 
Mstep: Class 7 contains 49322 members 
Mstep: Class 8 contains 1090 members 
Mstep: Class 9 contains 640 members 
Mstep: Class 10 contains 43948 members 
Mstep: Class 11 contains 46824 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 14 contains 41419 members 
Mstep: Class 15 contains 42828 members 
Mstep: Class 16 contains 37287 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 39999 members 
Mstep: Class 21 contains 11441 members 
Mstep: Class 22 contains 1559 members 
Mstep: Class 24 contains 53769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126890656.000000 Penalty: 73421.343750
Iteration 48Q: 23 clusters Score -1.268907e+08 nChanged 18413
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 42137 members 
Mstep: Class 3 contains 45554 members 
Mstep: Class 4 contains 82894 members 
Mstep: Class 5 contains 54712 members 
Mstep: Class 6 contains 56555 members 
Mstep: Class 7 contains 49680 members 
Mstep: Class 8 contains 1094 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 44332 members 
Mstep: Class 11 contains 47231 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 41791 members 
Mstep: Class 15 contains 42868 members 
Mstep: Class 16 contains 35942 members 
Mstep: Class 18 contains 1251 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 39542 members 
Mstep: Class 21 contains 11765 members 
Mstep: Class 22 contains 1547 members 
Mstep: Class 24 contains 54193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126889240.000000 Penalty: 73421.343750
Iteration 49Q: 23 clusters Score -1.268892e+08 nChanged 15967
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 42554 members 
Mstep: Class 3 contains 45912 members 
Mstep: Class 4 contains 82066 members 
Mstep: Class 5 contains 53600 members 
Mstep: Class 6 contains 56438 members 
Mstep: Class 7 contains 49964 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 642 members 
Mstep: Class 10 contains 44532 members 
Mstep: Class 11 contains 47405 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 42400 members 
Mstep: Class 15 contains 42906 members 
Mstep: Class 16 contains 34946 members 
Mstep: Class 18 contains 1289 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 39375 members 
Mstep: Class 21 contains 12090 members 
Mstep: Class 22 contains 1534 members 
Mstep: Class 24 contains 54194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126888712.000000 Penalty: 73421.343750
Iteration 50Q: 23 clusters Score -1.268887e+08 nChanged 14186
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 42980 members 
Mstep: Class 3 contains 46179 members 
Mstep: Class 4 contains 81181 members 
Mstep: Class 5 contains 52738 members 
Mstep: Class 6 contains 56431 members 
Mstep: Class 7 contains 50180 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 643 members 
Mstep: Class 10 contains 44609 members 
Mstep: Class 11 contains 47506 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 43004 members 
Mstep: Class 15 contains 42979 members 
Mstep: Class 16 contains 34170 members 
Mstep: Class 18 contains 1320 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 39377 members 
Mstep: Class 21 contains 12418 members 
Mstep: Class 22 contains 1523 members 
Mstep: Class 24 contains 53936 members 
Entering Unmasked Estep 
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Iteration 51Q: 23 clusters Score -1.268886e+08 nChanged 12773
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 43327 members 
Mstep: Class 3 contains 46300 members 
Mstep: Class 4 contains 80319 members 
Mstep: Class 5 contains 51995 members 
Mstep: Class 6 contains 56479 members 
Mstep: Class 7 contains 50274 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 44725 members 
Mstep: Class 11 contains 47597 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 43473 members 
Mstep: Class 15 contains 43199 members 
Mstep: Class 16 contains 33573 members 
Mstep: Class 18 contains 1340 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 39528 members 
Mstep: Class 21 contains 12812 members 
Mstep: Class 22 contains 1515 members 
Mstep: Class 24 contains 53536 members 
Entering Unmasked Estep 
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Score: -126888712.000000 Penalty: 73421.343750
Iteration 52Q: 23 clusters Score -1.268887e+08 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 43622 members 
Mstep: Class 3 contains 46375 members 
Mstep: Class 4 contains 79431 members 
Mstep: Class 5 contains 51372 members 
Mstep: Class 6 contains 56618 members 
Mstep: Class 7 contains 50389 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 644 members 
Mstep: Class 10 contains 44797 members 
Mstep: Class 11 contains 47606 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 43926 members 
Mstep: Class 15 contains 43362 members 
Mstep: Class 16 contains 33089 members 
Mstep: Class 18 contains 1363 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 39731 members 
Mstep: Class 21 contains 13230 members 
Mstep: Class 22 contains 1503 members 
Mstep: Class 24 contains 53152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126888504.000000 Penalty: 73421.343750
Iteration 53Q: 23 clusters Score -1.268885e+08 nChanged 10845
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 43783 members 
Mstep: Class 3 contains 46541 members 
Mstep: Class 4 contains 78613 members 
Mstep: Class 5 contains 50680 members 
Mstep: Class 6 contains 56869 members 
Mstep: Class 7 contains 50476 members 
Mstep: Class 8 contains 1094 members 
Mstep: Class 9 contains 647 members 
Mstep: Class 10 contains 44844 members 
Mstep: Class 11 contains 47575 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 44326 members 
Mstep: Class 15 contains 43508 members 
Mstep: Class 16 contains 32696 members 
Mstep: Class 18 contains 1390 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 40022 members 
Mstep: Class 21 contains 13689 members 
Mstep: Class 22 contains 1492 members 
Mstep: Class 24 contains 52632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126887872.000000 Penalty: 73421.343750
Iteration 54Q: 23 clusters Score -1.268879e+08 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 43905 members 
Mstep: Class 3 contains 46608 members 
Mstep: Class 4 contains 77803 members 
Mstep: Class 5 contains 50176 members 
Mstep: Class 6 contains 57107 members 
Mstep: Class 7 contains 50455 members 
Mstep: Class 8 contains 1090 members 
Mstep: Class 9 contains 650 members 
Mstep: Class 10 contains 44889 members 
Mstep: Class 11 contains 47503 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 44704 members 
Mstep: Class 15 contains 43661 members 
Mstep: Class 16 contains 32304 members 
Mstep: Class 18 contains 1424 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 40375 members 
Mstep: Class 21 contains 14152 members 
Mstep: Class 22 contains 1479 members 
Mstep: Class 24 contains 52200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126887280.000000 Penalty: 73421.343750
Iteration 55Q: 23 clusters Score -1.268873e+08 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 43967 members 
Mstep: Class 3 contains 46698 members 
Mstep: Class 4 contains 76861 members 
Mstep: Class 5 contains 49721 members 
Mstep: Class 6 contains 57295 members 
Mstep: Class 7 contains 50510 members 
Mstep: Class 8 contains 1091 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 44962 members 
Mstep: Class 11 contains 47428 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 45057 members 
Mstep: Class 15 contains 43805 members 
Mstep: Class 16 contains 31898 members 
Mstep: Class 18 contains 1460 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 40861 members 
Mstep: Class 21 contains 14720 members 
Mstep: Class 22 contains 1463 members 
Mstep: Class 24 contains 51723 members 
Entering Unmasked Estep 
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Score: -126887360.000000 Penalty: 73421.343750
Iteration 56Q: 23 clusters Score -1.268874e+08 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 44024 members 
Mstep: Class 3 contains 46818 members 
Mstep: Class 4 contains 75979 members 
Mstep: Class 5 contains 49302 members 
Mstep: Class 6 contains 57412 members 
Mstep: Class 7 contains 50570 members 
Mstep: Class 8 contains 1093 members 
Mstep: Class 9 contains 659 members 
Mstep: Class 10 contains 45038 members 
Mstep: Class 11 contains 47247 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 45329 members 
Mstep: Class 15 contains 43976 members 
Mstep: Class 16 contains 31465 members 
Mstep: Class 18 contains 1491 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 41461 members 
Mstep: Class 21 contains 15257 members 
Mstep: Class 22 contains 1449 members 
Mstep: Class 24 contains 51244 members 
Entering Unmasked Estep 
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Score: -126886904.000000 Penalty: 73421.343750
Iteration 57Q: 23 clusters Score -1.268869e+08 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 44105 members 
Mstep: Class 3 contains 46933 members 
Mstep: Class 4 contains 75120 members 
Mstep: Class 5 contains 48912 members 
Mstep: Class 6 contains 57545 members 
Mstep: Class 7 contains 50581 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 45050 members 
Mstep: Class 11 contains 47119 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 45562 members 
Mstep: Class 15 contains 44208 members 
Mstep: Class 16 contains 30975 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 42060 members 
Mstep: Class 21 contains 15817 members 
Mstep: Class 22 contains 1436 members 
Mstep: Class 24 contains 50748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126887368.000000 Penalty: 73421.343750
Iteration 58Q: 23 clusters Score -1.268874e+08 nChanged 9477
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 44234 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 74160 members 
Mstep: Class 5 contains 48629 members 
Mstep: Class 6 contains 57722 members 
Mstep: Class 7 contains 50532 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 45026 members 
Mstep: Class 11 contains 47049 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 45751 members 
Mstep: Class 15 contains 44417 members 
Mstep: Class 16 contains 30543 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 42526 members 
Mstep: Class 21 contains 16462 members 
Mstep: Class 22 contains 1426 members 
Mstep: Class 24 contains 50346 members 
Entering Unmasked Estep 
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Score: -126886376.000000 Penalty: 73421.343750
Iteration 59Q: 23 clusters Score -1.268864e+08 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 44431 members 
Mstep: Class 3 contains 47070 members 
Mstep: Class 4 contains 73053 members 
Mstep: Class 5 contains 48472 members 
Mstep: Class 6 contains 57905 members 
Mstep: Class 7 contains 50461 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 677 members 
Mstep: Class 10 contains 45083 members 
Mstep: Class 11 contains 47002 members 
Mstep: Class 12 contains 236 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 45889 members 
Mstep: Class 15 contains 44597 members 
Mstep: Class 16 contains 30116 members 
Mstep: Class 18 contains 1582 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 42956 members 
Mstep: Class 21 contains 17180 members 
Mstep: Class 22 contains 1415 members 
Mstep: Class 24 contains 49812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126888760.000000 Penalty: 73421.343750
Iteration 60F: 23 clusters Score -1.268888e+08 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 48218 members 
Mstep: Class 2 contains 44457 members 
Mstep: Class 3 contains 47070 members 
Mstep: Class 4 contains 71706 members 
Mstep: Class 5 contains 49015 members 
Mstep: Class 6 contains 58761 members 
Mstep: Class 7 contains 50383 members 
Mstep: Class 8 contains 1095 members 
Mstep: Class 9 contains 680 members 
Mstep: Class 10 contains 45038 members 
Mstep: Class 11 contains 47002 members 
Mstep: Class 12 contains 237 members 
Mstep: Class 13 contains 736 members 
Mstep: Class 14 contains 45877 members 
Mstep: Class 15 contains 44721 members 
Mstep: Class 16 contains 28414 members 
Mstep: Class 18 contains 1662 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 43071 members 
Mstep: Class 21 contains 17893 members 
Mstep: Class 22 contains 1362 members 
Mstep: Class 24 contains 50799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126887096.000000 Penalty: 73421.343750
Iteration 61Q: 23 clusters Score -1.268871e+08 nChanged 12457
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 44572 members 
Mstep: Class 3 contains 47252 members 
Mstep: Class 4 contains 70390 members 
Mstep: Class 5 contains 49015 members 
Mstep: Class 6 contains 59047 members 
Mstep: Class 7 contains 50466 members 
Mstep: Class 8 contains 1098 members 
Mstep: Class 9 contains 684 members 
Mstep: Class 10 contains 45143 members 
Mstep: Class 11 contains 47143 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 14 contains 46010 members 
Mstep: Class 15 contains 44860 members 
Mstep: Class 16 contains 26810 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 43308 members 
Mstep: Class 21 contains 18599 members 
Mstep: Class 22 contains 1327 members 
Mstep: Class 24 contains 51244 members 
Entering Unmasked Estep 
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Score: -126885768.000000 Penalty: 73421.343750
Iteration 62Q: 23 clusters Score -1.268858e+08 nChanged 11820
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 44701 members 
Mstep: Class 3 contains 47517 members 
Mstep: Class 4 contains 68976 members 
Mstep: Class 5 contains 48931 members 
Mstep: Class 6 contains 59354 members 
Mstep: Class 7 contains 50526 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 45236 members 
Mstep: Class 11 contains 47247 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 46179 members 
Mstep: Class 15 contains 44929 members 
Mstep: Class 16 contains 25363 members 
Mstep: Class 18 contains 1795 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 43576 members 
Mstep: Class 21 contains 19349 members 
Mstep: Class 22 contains 1295 members 
Mstep: Class 24 contains 51572 members 
Entering Unmasked Estep 
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Score: -126884712.000000 Penalty: 73421.343750
Iteration 63Q: 23 clusters Score -1.268847e+08 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 44829 members 
Mstep: Class 3 contains 47688 members 
Mstep: Class 4 contains 67353 members 
Mstep: Class 5 contains 48965 members 
Mstep: Class 6 contains 59642 members 
Mstep: Class 7 contains 50548 members 
Mstep: Class 8 contains 1098 members 
Mstep: Class 9 contains 697 members 
Mstep: Class 10 contains 45417 members 
Mstep: Class 11 contains 47279 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 728 members 
Mstep: Class 14 contains 46374 members 
Mstep: Class 15 contains 44967 members 
Mstep: Class 16 contains 24125 members 
Mstep: Class 18 contains 1836 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 43863 members 
Mstep: Class 21 contains 20126 members 
Mstep: Class 22 contains 1275 members 
Mstep: Class 24 contains 51871 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -1.268841e+08 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 44944 members 
Mstep: Class 3 contains 47824 members 
Mstep: Class 4 contains 65719 members 
Mstep: Class 5 contains 49040 members 
Mstep: Class 6 contains 59929 members 
Mstep: Class 7 contains 50551 members 
Mstep: Class 8 contains 1099 members 
Mstep: Class 9 contains 708 members 
Mstep: Class 10 contains 45583 members 
Mstep: Class 11 contains 47260 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 46541 members 
Mstep: Class 15 contains 45023 members 
Mstep: Class 16 contains 23006 members 
Mstep: Class 18 contains 1883 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 44116 members 
Mstep: Class 21 contains 20887 members 
Mstep: Class 22 contains 1249 members 
Mstep: Class 24 contains 52219 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -1.268836e+08 nChanged 10260
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 45059 members 
Mstep: Class 3 contains 47955 members 
Mstep: Class 4 contains 64158 members 
Mstep: Class 5 contains 49029 members 
Mstep: Class 6 contains 60173 members 
Mstep: Class 7 contains 50603 members 
Mstep: Class 8 contains 1104 members 
Mstep: Class 9 contains 720 members 
Mstep: Class 10 contains 45745 members 
Mstep: Class 11 contains 47193 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 720 members 
Mstep: Class 14 contains 46676 members 
Mstep: Class 15 contains 45165 members 
Mstep: Class 16 contains 22010 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 44339 members 
Mstep: Class 21 contains 21575 members 
Mstep: Class 22 contains 1235 members 
Mstep: Class 24 contains 52486 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -1.268828e+08 nChanged 9916
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 45113 members 
Mstep: Class 3 contains 48073 members 
Mstep: Class 4 contains 62593 members 
Mstep: Class 5 contains 49017 members 
Mstep: Class 6 contains 60550 members 
Mstep: Class 7 contains 50681 members 
Mstep: Class 8 contains 1102 members 
Mstep: Class 9 contains 726 members 
Mstep: Class 10 contains 45811 members 
Mstep: Class 11 contains 47131 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 723 members 
Mstep: Class 14 contains 46806 members 
Mstep: Class 15 contains 45307 members 
Mstep: Class 16 contains 21186 members 
Mstep: Class 18 contains 1974 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 44477 members 
Mstep: Class 21 contains 22234 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 24 contains 52773 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -1.26882e+08 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 45208 members 
Mstep: Class 3 contains 48168 members 
Mstep: Class 4 contains 61031 members 
Mstep: Class 5 contains 49019 members 
Mstep: Class 6 contains 60979 members 
Mstep: Class 7 contains 50680 members 
Mstep: Class 8 contains 1101 members 
Mstep: Class 9 contains 729 members 
Mstep: Class 10 contains 45905 members 
Mstep: Class 11 contains 47097 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 46915 members 
Mstep: Class 15 contains 45421 members 
Mstep: Class 16 contains 20468 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 44646 members 
Mstep: Class 21 contains 22878 members 
Mstep: Class 22 contains 1201 members 
Mstep: Class 24 contains 52928 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -1.268818e+08 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 45219 members 
Mstep: Class 3 contains 48240 members 
Mstep: Class 4 contains 59658 members 
Mstep: Class 5 contains 48918 members 
Mstep: Class 6 contains 61440 members 
Mstep: Class 7 contains 50678 members 
Mstep: Class 8 contains 1097 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 45987 members 
Mstep: Class 11 contains 47121 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 46987 members 
Mstep: Class 15 contains 45571 members 
Mstep: Class 16 contains 19842 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 44715 members 
Mstep: Class 21 contains 23502 members 
Mstep: Class 22 contains 1190 members 
Mstep: Class 24 contains 53142 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -1.268812e+08 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 45227 members 
Mstep: Class 3 contains 48260 members 
Mstep: Class 4 contains 58418 members 
Mstep: Class 5 contains 48803 members 
Mstep: Class 6 contains 61881 members 
Mstep: Class 7 contains 50663 members 
Mstep: Class 8 contains 1098 members 
Mstep: Class 9 contains 741 members 
Mstep: Class 10 contains 46113 members 
Mstep: Class 11 contains 47063 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 735 members 
Mstep: Class 14 contains 47081 members 
Mstep: Class 15 contains 45719 members 
Mstep: Class 16 contains 19284 members 
Mstep: Class 18 contains 2071 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 44784 members 
Mstep: Class 21 contains 24128 members 
Mstep: Class 22 contains 1176 members 
Mstep: Class 24 contains 53372 members 
Entering Unmasked Estep 
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Iteration 70Q: 23 clusters Score -1.268814e+08 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 45266 members 
Mstep: Class 3 contains 48335 members 
Mstep: Class 4 contains 57183 members 
Mstep: Class 5 contains 48729 members 
Mstep: Class 6 contains 62361 members 
Mstep: Class 7 contains 50569 members 
Mstep: Class 8 contains 1098 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 46255 members 
Mstep: Class 11 contains 47007 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 737 members 
Mstep: Class 14 contains 47150 members 
Mstep: Class 15 contains 45804 members 
Mstep: Class 16 contains 18824 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 505 members 
Mstep: Class 20 contains 44790 members 
Mstep: Class 21 contains 24703 members 
Mstep: Class 22 contains 1153 members 
Mstep: Class 24 contains 53640 members 
Entering Unmasked Estep 
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Iteration 71Q: 23 clusters Score -1.268805e+08 nChanged 7905
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 45294 members 
Mstep: Class 3 contains 48335 members 
Mstep: Class 4 contains 56127 members 
Mstep: Class 5 contains 48629 members 
Mstep: Class 6 contains 62829 members 
Mstep: Class 7 contains 50517 members 
Mstep: Class 8 contains 1100 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 46381 members 
Mstep: Class 11 contains 46941 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 741 members 
Mstep: Class 14 contains 47263 members 
Mstep: Class 15 contains 45855 members 
Mstep: Class 16 contains 18420 members 
Mstep: Class 18 contains 2145 members 
Mstep: Class 19 contains 506 members 
Mstep: Class 20 contains 44792 members 
Mstep: Class 21 contains 25219 members 
Mstep: Class 22 contains 1133 members 
Mstep: Class 24 contains 53829 members 
Entering Unmasked Estep 
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Iteration 72Q: 23 clusters Score -1.268801e+08 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 45270 members 
Mstep: Class 3 contains 48327 members 
Mstep: Class 4 contains 55201 members 
Mstep: Class 5 contains 48523 members 
Mstep: Class 6 contains 63272 members 
Mstep: Class 7 contains 50475 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 46495 members 
Mstep: Class 11 contains 46851 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 47359 members 
Mstep: Class 15 contains 45892 members 
Mstep: Class 16 contains 18098 members 
Mstep: Class 18 contains 2157 members 
Mstep: Class 19 contains 506 members 
Mstep: Class 20 contains 44870 members 
Mstep: Class 21 contains 25708 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 24 contains 53874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126880056.000000 Penalty: 73421.343750
Iteration 73Q: 23 clusters Score -1.268801e+08 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 45296 members 
Mstep: Class 3 contains 48308 members 
Mstep: Class 4 contains 54373 members 
Mstep: Class 5 contains 48391 members 
Mstep: Class 6 contains 63665 members 
Mstep: Class 7 contains 50387 members 
Mstep: Class 8 contains 1092 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 46675 members 
Mstep: Class 11 contains 46814 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 47407 members 
Mstep: Class 15 contains 45893 members 
Mstep: Class 16 contains 17787 members 
Mstep: Class 18 contains 2173 members 
Mstep: Class 19 contains 507 members 
Mstep: Class 20 contains 44957 members 
Mstep: Class 21 contains 26156 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 24 contains 53951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879960.000000 Penalty: 73421.343750
Iteration 74Q: 23 clusters Score -1.2688e+08 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 45250 members 
Mstep: Class 3 contains 48318 members 
Mstep: Class 4 contains 53628 members 
Mstep: Class 5 contains 48302 members 
Mstep: Class 6 contains 64079 members 
Mstep: Class 7 contains 50205 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 736 members 
Mstep: Class 10 contains 46809 members 
Mstep: Class 11 contains 46804 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 47467 members 
Mstep: Class 15 contains 45866 members 
Mstep: Class 16 contains 17508 members 
Mstep: Class 18 contains 2189 members 
Mstep: Class 19 contains 506 members 
Mstep: Class 20 contains 45035 members 
Mstep: Class 21 contains 26594 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 24 contains 54012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879456.000000 Penalty: 73421.343750
Iteration 75Q: 23 clusters Score -1.268795e+08 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 45218 members 
Mstep: Class 3 contains 48343 members 
Mstep: Class 4 contains 53032 members 
Mstep: Class 5 contains 48158 members 
Mstep: Class 6 contains 64519 members 
Mstep: Class 7 contains 50015 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 733 members 
Mstep: Class 10 contains 46890 members 
Mstep: Class 11 contains 46817 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 748 members 
Mstep: Class 14 contains 47598 members 
Mstep: Class 15 contains 45809 members 
Mstep: Class 16 contains 17298 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 507 members 
Mstep: Class 20 contains 45053 members 
Mstep: Class 21 contains 26964 members 
Mstep: Class 22 contains 1105 members 
Mstep: Class 24 contains 53978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879536.000000 Penalty: 73421.343750
Iteration 76Q: 23 clusters Score -1.268795e+08 nChanged 6126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 45212 members 
Mstep: Class 3 contains 48389 members 
Mstep: Class 4 contains 52561 members 
Mstep: Class 5 contains 48046 members 
Mstep: Class 6 contains 64856 members 
Mstep: Class 7 contains 49857 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 732 members 
Mstep: Class 10 contains 46991 members 
Mstep: Class 11 contains 46772 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 748 members 
Mstep: Class 14 contains 47696 members 
Mstep: Class 15 contains 45747 members 
Mstep: Class 16 contains 17093 members 
Mstep: Class 18 contains 2220 members 
Mstep: Class 19 contains 507 members 
Mstep: Class 20 contains 45083 members 
Mstep: Class 21 contains 27310 members 
Mstep: Class 22 contains 1099 members 
Mstep: Class 24 contains 53891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879840.000000 Penalty: 73421.343750
Iteration 77Q: 23 clusters Score -1.268798e+08 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 45176 members 
Mstep: Class 3 contains 48442 members 
Mstep: Class 4 contains 52239 members 
Mstep: Class 5 contains 47929 members 
Mstep: Class 6 contains 65127 members 
Mstep: Class 7 contains 49748 members 
Mstep: Class 8 contains 1086 members 
Mstep: Class 9 contains 732 members 
Mstep: Class 10 contains 47064 members 
Mstep: Class 11 contains 46763 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 749 members 
Mstep: Class 14 contains 47746 members 
Mstep: Class 15 contains 45733 members 
Mstep: Class 16 contains 16922 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 506 members 
Mstep: Class 20 contains 45063 members 
Mstep: Class 21 contains 27622 members 
Mstep: Class 22 contains 1096 members 
Mstep: Class 24 contains 53763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126879432.000000 Penalty: 73421.343750
Iteration 78Q: 23 clusters Score -1.268794e+08 nChanged 5641
Entering ConstructFrom: 
Score: -126879432.000000 Penalty: 73421.343750
Entering ConstructFrom: 
Trying to split cluster 1 (52898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Entering Unmasked Estep 
Score: -9897206.000000 Penalty: 2697.277832
	Iteration 0F: 2 clusters Score -9897206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -9869472.000000 Penalty: 5394.555664
	Iteration 0F: 3 clusters Score -9869472 nChanged 24662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -9883056.000000 Penalty: 5394.555664
	Iteration 1F: 3 clusters Score -9883056 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -9883750.000000 Penalty: 5394.555664
	Iteration 2Q: 3 clusters Score -9883750 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -9884433.000000 Penalty: 5394.555664
	Iteration 3Q: 3 clusters Score -9884433 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -9885432.000000 Penalty: 5394.555664
	Iteration 4Q: 3 clusters Score -9885432 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -9886582.000000 Penalty: 5394.555664
	Iteration 5Q: 3 clusters Score -9886582 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -9888310.000000 Penalty: 5394.555664
	Iteration 6F: 3 clusters Score -9888310 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -9890555.000000 Penalty: 5394.555664
	Iteration 7F: 3 clusters Score -9890555 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -9892892.000000 Penalty: 5394.555664
	Iteration 8F: 3 clusters Score -9892892 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -9894643.000000 Penalty: 5394.555664
	Iteration 9F: 3 clusters Score -9894643 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -9895324.000000 Penalty: 5394.555664
	Iteration 10Q: 3 clusters Score -9895324 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -9895715.000000 Penalty: 5394.555664
	Iteration 11Q: 3 clusters Score -9895715 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -9895993.000000 Penalty: 5394.555664
	Iteration 12Q: 3 clusters Score -9895993 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -9896104.000000 Penalty: 5394.555664
	Iteration 13Q: 3 clusters Score -9896104 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -9896273.000000 Penalty: 5394.555664
	Iteration 14Q: 3 clusters Score -9896273 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -9896475.000000 Penalty: 5394.555664
	Iteration 15Q: 3 clusters Score -9896475 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -9896641.000000 Penalty: 5394.555664
	Iteration 16Q: 3 clusters Score -9896641 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -9896772.000000 Penalty: 5394.555664
	Iteration 17Q: 3 clusters Score -9896772 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -9896880.000000 Penalty: 5394.555664
	Iteration 18Q: 3 clusters Score -9896880 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -9897010.000000 Penalty: 5394.555664
	Iteration 19Q: 3 clusters Score -9897010 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -9897135.000000 Penalty: 5394.555664
	Iteration 20F: 3 clusters Score -9897135 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -9897227.000000 Penalty: 5394.555664
	Iteration 21Q: 3 clusters Score -9897227 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -9897299.000000 Penalty: 5394.555664
	Iteration 22Q: 3 clusters Score -9897299 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -9897378.000000 Penalty: 5394.555664
	Iteration 23Q: 3 clusters Score -9897378 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -9897504.000000 Penalty: 5394.555664
	Iteration 24Q: 3 clusters Score -9897504 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -9897571.000000 Penalty: 5394.555664
	Iteration 25Q: 3 clusters Score -9897571 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -9897599.000000 Penalty: 5394.555664
	Iteration 26Q: 3 clusters Score -9897599 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -9897659.000000 Penalty: 5394.555664
	Iteration 27Q: 3 clusters Score -9897659 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -9897720.000000 Penalty: 5394.555664
	Iteration 28Q: 3 clusters Score -9897720 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -9897783.000000 Penalty: 5394.555664
	Iteration 29Q: 3 clusters Score -9897783 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -9897834.000000 Penalty: 5394.555664
	Iteration 30Q: 3 clusters Score -9897834 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -9897875.000000 Penalty: 5394.555664
	Iteration 31Q: 3 clusters Score -9897875 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -9897869.000000 Penalty: 5394.555664
	Iteration 32Q: 3 clusters Score -9897869 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -9897929.000000 Penalty: 5394.555664
	Iteration 33Q: 3 clusters Score -9897929 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -9897993.000000 Penalty: 5394.555664
	Iteration 34Q: 3 clusters Score -9897993 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -9898030.000000 Penalty: 5394.555664
	Iteration 35Q: 3 clusters Score -9898030 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -9898075.000000 Penalty: 5394.555664
	Iteration 36Q: 3 clusters Score -9898075 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -9898087.000000 Penalty: 5394.555664
	Iteration 37Q: 3 clusters Score -9898087 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -9898108.000000 Penalty: 5394.555664
	Iteration 38Q: 3 clusters Score -9898108 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -9898136.000000 Penalty: 5394.555664
	Iteration 39Q: 3 clusters Score -9898136 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 31970 members 
Entering Unmasked Estep 
Score: -9898181.000000 Penalty: 5394.555664
	Iteration 40F: 3 clusters Score -9898181 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -9898242.000000 Penalty: 5394.555664
	Iteration 41Q: 3 clusters Score -9898242 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -9898331.000000 Penalty: 5394.555664
	Iteration 42Q: 3 clusters Score -9898331 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -9898344.000000 Penalty: 5394.555664
	Iteration 43Q: 3 clusters Score -9898344 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -9898408.000000 Penalty: 5394.555664
	Iteration 44Q: 3 clusters Score -9898408 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -9898419.000000 Penalty: 5394.555664
	Iteration 45Q: 3 clusters Score -9898419 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -9898425.000000 Penalty: 5394.555664
	Iteration 46Q: 3 clusters Score -9898425 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -9898422.000000 Penalty: 5394.555664
	Iteration 47Q: 3 clusters Score -9898422 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -9898446.000000 Penalty: 5394.555664
	Iteration 48Q: 3 clusters Score -9898446 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -9898509.000000 Penalty: 5394.555664
	Iteration 49Q: 3 clusters Score -9898509 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -9898502.000000 Penalty: 5394.555664
	Iteration 50Q: 3 clusters Score -9898502 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -9898568.000000 Penalty: 5394.555664
	Iteration 51Q: 3 clusters Score -9898568 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -9898662.000000 Penalty: 5394.555664
	Iteration 52Q: 3 clusters Score -9898662 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -9898680.000000 Penalty: 5394.555664
	Iteration 53Q: 3 clusters Score -9898680 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -9898735.000000 Penalty: 5394.555664
	Iteration 54Q: 3 clusters Score -9898735 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -9898786.000000 Penalty: 5394.555664
	Iteration 55Q: 3 clusters Score -9898786 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -9898867.000000 Penalty: 5394.555664
	Iteration 56Q: 3 clusters Score -9898867 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -9898916.000000 Penalty: 5394.555664
	Iteration 57Q: 3 clusters Score -9898916 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -9899019.000000 Penalty: 5394.555664
	Iteration 58Q: 3 clusters Score -9899019 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -9899069.000000 Penalty: 5394.555664
	Iteration 59Q: 3 clusters Score -9899069 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -9899138.000000 Penalty: 5394.555664
	Iteration 60F: 3 clusters Score -9899138 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -9899146.000000 Penalty: 5394.555664
	Iteration 61Q: 3 clusters Score -9899146 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -9899213.000000 Penalty: 5394.555664
	Iteration 62Q: 3 clusters Score -9899213 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -9899235.000000 Penalty: 5394.555664
	Iteration 63Q: 3 clusters Score -9899235 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -9899246.000000 Penalty: 5394.555664
	Iteration 64Q: 3 clusters Score -9899246 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -9899267.000000 Penalty: 5394.555664
	Iteration 65Q: 3 clusters Score -9899267 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -9899264.000000 Penalty: 5394.555664
	Iteration 66Q: 3 clusters Score -9899264 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -9899313.000000 Penalty: 5394.555664
	Iteration 67Q: 3 clusters Score -9899313 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -9899289.000000 Penalty: 5394.555664
	Iteration 68Q: 3 clusters Score -9899289 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -9899336.000000 Penalty: 5394.555664
	Iteration 69Q: 3 clusters Score -9899336 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -9899325.000000 Penalty: 5394.555664
	Iteration 70Q: 3 clusters Score -9899325 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -9899377.000000 Penalty: 5394.555664
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Mstep: Class 1 contains 11463 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10911 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 42202 members 
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Mstep: Class 2 contains 42766 members 
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Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
Score: -9898992.000000 Penalty: 5394.555664
	Iteration 165Q: 3 clusters Score -9898992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -9898979.000000 Penalty: 5394.555664
	Iteration 166Q: 3 clusters Score -9898979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -9898980.000000 Penalty: 5394.555664
	Iteration 167Q: 3 clusters Score -9898980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -9898984.000000 Penalty: 5394.555664
	Iteration 168Q: 3 clusters Score -9898984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -9898981.000000 Penalty: 5394.555664
	Iteration 169Q: 3 clusters Score -9898981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -9898976.000000 Penalty: 5394.555664
	Iteration 170Q: 3 clusters Score -9898976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -9898979.000000 Penalty: 5394.555664
	Iteration 171Q: 3 clusters Score -9898979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -9898959.000000 Penalty: 5394.555664
	Iteration 172Q: 3 clusters Score -9898959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -9898951.000000 Penalty: 5394.555664
	Iteration 173Q: 3 clusters Score -9898951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -9898945.000000 Penalty: 5394.555664
	Iteration 174Q: 3 clusters Score -9898945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -9898939.000000 Penalty: 5394.555664
	Iteration 175Q: 3 clusters Score -9898939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -9898946.000000 Penalty: 5394.555664
	Iteration 176Q: 3 clusters Score -9898946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -9898938.000000 Penalty: 5394.555664
	Iteration 177Q: 3 clusters Score -9898938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -9898942.000000 Penalty: 5394.555664
	Iteration 178Q: 3 clusters Score -9898942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -9898935.000000 Penalty: 5394.555664
	Iteration 179Q: 3 clusters Score -9898935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -9898954.000000 Penalty: 5394.555664
	Iteration 180F: 3 clusters Score -9898954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -9898954.000000 Penalty: 5394.555664
	Iteration 181Q: 3 clusters Score -9898954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -9898963.000000 Penalty: 5394.555664
	Iteration 182Q: 3 clusters Score -9898963 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -9898962.000000 Penalty: 5394.555664
	Iteration 183Q: 3 clusters Score -9898962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -9898968.000000 Penalty: 5394.555664
	Iteration 184Q: 3 clusters Score -9898968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -9898971.000000 Penalty: 5394.555664
	Iteration 185Q: 3 clusters Score -9898971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -9898972.000000 Penalty: 5394.555664
	Iteration 186Q: 3 clusters Score -9898972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -9898971.000000 Penalty: 5394.555664
	Iteration 187Q: 3 clusters Score -9898971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -9898972.000000 Penalty: 5394.555664
	Iteration 188Q: 3 clusters Score -9898972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -9898973.000000 Penalty: 5394.555664
	Iteration 189Q: 3 clusters Score -9898973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -9898961.000000 Penalty: 5394.555664
	Iteration 190Q: 3 clusters Score -9898961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -9898949.000000 Penalty: 5394.555664
	Iteration 191Q: 3 clusters Score -9898949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -9898946.000000 Penalty: 5394.555664
	Iteration 192Q: 3 clusters Score -9898946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -9898951.000000 Penalty: 5394.555664
	Iteration 193Q: 3 clusters Score -9898951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -9898950.000000 Penalty: 5394.555664
	Iteration 194Q: 3 clusters Score -9898950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -9898963.000000 Penalty: 5394.555664
	Iteration 195Q: 3 clusters Score -9898963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -9898960.000000 Penalty: 5394.555664
	Iteration 196Q: 3 clusters Score -9898960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -9898959.000000 Penalty: 5394.555664
	Iteration 197Q: 3 clusters Score -9898959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -9898956.000000 Penalty: 5394.555664
	Iteration 198Q: 3 clusters Score -9898956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -9898958.000000 Penalty: 5394.555664
	Iteration 199Q: 3 clusters Score -9898958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -9898959.000000 Penalty: 5394.555664
	Iteration 200F: 3 clusters Score -9898959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -9898956.000000 Penalty: 5394.555664
	Iteration 201Q: 3 clusters Score -9898956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -9898954.000000 Penalty: 5394.555664
	Iteration 202Q: 3 clusters Score -9898954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -9898963.000000 Penalty: 5394.555664
	Iteration 203Q: 3 clusters Score -9898963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -9898953.000000 Penalty: 5394.555664
	Iteration 204Q: 3 clusters Score -9898953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -9898957.000000 Penalty: 5394.555664
	Iteration 205Q: 3 clusters Score -9898957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -9898952.000000 Penalty: 5394.555664
	Iteration 206Q: 3 clusters Score -9898952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -9898949.000000 Penalty: 5394.555664
	Iteration 207Q: 3 clusters Score -9898949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -9898953.000000 Penalty: 5394.555664
	Iteration 208Q: 3 clusters Score -9898953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -9898950.000000 Penalty: 5394.555664
	Iteration 209Q: 3 clusters Score -9898950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -9898941.000000 Penalty: 5394.555664
	Iteration 210Q: 3 clusters Score -9898941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -9898944.000000 Penalty: 5394.555664
	Iteration 211Q: 3 clusters Score -9898944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -9898944.000000 Penalty: 5394.555664
	Iteration 212Q: 3 clusters Score -9898944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -9898941.000000 Penalty: 5394.555664
	Iteration 213Q: 3 clusters Score -9898941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -9898947.000000 Penalty: 5394.555664
	Iteration 214Q: 3 clusters Score -9898947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -9898943.000000 Penalty: 5394.555664
	Iteration 215Q: 3 clusters Score -9898943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -9898942.000000 Penalty: 5394.555664
	Iteration 216Q: 3 clusters Score -9898942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -9898939.000000 Penalty: 5394.555664
	Iteration 217Q: 3 clusters Score -9898939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -9898934.000000 Penalty: 5394.555664
	Iteration 218Q: 3 clusters Score -9898934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -9898941.000000 Penalty: 5394.555664
	Iteration 219Q: 3 clusters Score -9898941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -9898943.000000 Penalty: 5394.555664
	Iteration 220F: 3 clusters Score -9898943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -9898946.000000 Penalty: 5394.555664
	Iteration 221Q: 3 clusters Score -9898946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -9898946.000000 Penalty: 5394.555664
	Iteration 222F: 3 clusters Score -9898946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 45171 members 
Mstep: Class 3 contains 48471 members 
Mstep: Class 4 contains 52004 members 
Mstep: Class 5 contains 47828 members 
Mstep: Class 6 contains 65344 members 
Mstep: Class 7 contains 49565 members 
Mstep: Class 8 contains 1085 members 
Mstep: Class 9 contains 729 members 
Mstep: Class 10 contains 47183 members 
Mstep: Class 11 contains 46778 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 47779 members 
Mstep: Class 15 contains 45689 members 
Mstep: Class 16 contains 16745 members 
Mstep: Class 17 contains 45223 members 
Mstep: Class 18 contains 2247 members 
Mstep: Class 19 contains 506 members 
Mstep: Class 20 contains 45075 members 
Mstep: Class 21 contains 27920 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 24 contains 53595 members 
Entering Unmasked Estep 
Score: -126881056.000000 Penalty: 76758.679688
Splitting cluster 1 changes total score from -126879432.000000 to -126881056.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 2 (45171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45171 members 
Entering Unmasked Estep 
Score: -8311980.000000 Penalty: 2658.116211
	Iteration 0F: 2 clusters Score -8311980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -8282177.500000 Penalty: 5316.232422
	Iteration 0F: 3 clusters Score -8282178 nChanged 20832
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8294495 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -8295820 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -8297279.500000 Penalty: 5316.232422
	Iteration 3F: 3 clusters Score -8297280 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -8298940.000000 Penalty: 5316.232422
	Iteration 4F: 3 clusters Score -8298940 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -8300903.500000 Penalty: 5316.232422
	Iteration 5F: 3 clusters Score -8300904 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -8303112.000000 Penalty: 5316.232422
	Iteration 6F: 3 clusters Score -8303112 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -8305379.500000 Penalty: 5316.232422
	Iteration 7F: 3 clusters Score -8305380 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -8306721.000000 Penalty: 5316.232422
	Iteration 8Q: 3 clusters Score -8306721 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -8307305.500000 Penalty: 5316.232422
	Iteration 9Q: 3 clusters Score -8307306 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -8307607.000000 Penalty: 5316.232422
	Iteration 10Q: 3 clusters Score -8307607 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -8307849.500000 Penalty: 5316.232422
	Iteration 11Q: 3 clusters Score -8307850 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -8308091.000000 Penalty: 5316.232422
	Iteration 12Q: 3 clusters Score -8308091 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -8308239.500000 Penalty: 5316.232422
	Iteration 13Q: 3 clusters Score -8308240 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -8308443.500000 Penalty: 5316.232422
	Iteration 14Q: 3 clusters Score -8308444 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -8308651.000000 Penalty: 5316.232422
	Iteration 15Q: 3 clusters Score -8308651 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -8308802.000000 Penalty: 5316.232422
	Iteration 16Q: 3 clusters Score -8308802 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -8308931.500000 Penalty: 5316.232422
	Iteration 17Q: 3 clusters Score -8308932 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -8309067.000000 Penalty: 5316.232422
	Iteration 18Q: 3 clusters Score -8309067 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -8309159.500000 Penalty: 5316.232422
	Iteration 19Q: 3 clusters Score -8309160 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -8309288.500000 Penalty: 5316.232422
	Iteration 20F: 3 clusters Score -8309288 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -8309385.500000 Penalty: 5316.232422
	Iteration 21Q: 3 clusters Score -8309386 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -8309455.000000 Penalty: 5316.232422
	Iteration 22Q: 3 clusters Score -8309455 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -8309584.000000 Penalty: 5316.232422
	Iteration 23Q: 3 clusters Score -8309584 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -8309704.000000 Penalty: 5316.232422
	Iteration 24Q: 3 clusters Score -8309704 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -8309793.500000 Penalty: 5316.232422
	Iteration 25Q: 3 clusters Score -8309794 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -8309865.000000 Penalty: 5316.232422
	Iteration 26Q: 3 clusters Score -8309865 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -8309985.500000 Penalty: 5316.232422
	Iteration 27Q: 3 clusters Score -8309986 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -8310083.500000 Penalty: 5316.232422
	Iteration 28Q: 3 clusters Score -8310084 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -8310174.000000 Penalty: 5316.232422
	Iteration 29Q: 3 clusters Score -8310174 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -8310316.500000 Penalty: 5316.232422
	Iteration 30Q: 3 clusters Score -8310316 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -8310407.000000 Penalty: 5316.232422
	Iteration 31Q: 3 clusters Score -8310407 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -8310517.500000 Penalty: 5316.232422
	Iteration 32Q: 3 clusters Score -8310518 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -8310595.500000 Penalty: 5316.232422
	Iteration 33Q: 3 clusters Score -8310596 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -8310658.000000 Penalty: 5316.232422
	Iteration 34Q: 3 clusters Score -8310658 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -8310725.000000 Penalty: 5316.232422
	Iteration 35Q: 3 clusters Score -8310725 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -8310777.500000 Penalty: 5316.232422
	Iteration 36Q: 3 clusters Score -8310778 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -8310810.000000 Penalty: 5316.232422
	Iteration 37Q: 3 clusters Score -8310810 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -8310833.000000 Penalty: 5316.232422
	Iteration 38Q: 3 clusters Score -8310833 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -8310867.000000 Penalty: 5316.232422
	Iteration 39Q: 3 clusters Score -8310867 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -8310893.000000 Penalty: 5316.232422
	Iteration 40F: 3 clusters Score -8310893 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -8310941.500000 Penalty: 5316.232422
	Iteration 41Q: 3 clusters Score -8310942 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -8310967.500000 Penalty: 5316.232422
	Iteration 42Q: 3 clusters Score -8310968 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -8310997.500000 Penalty: 5316.232422
	Iteration 43Q: 3 clusters Score -8310998 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -8311016.000000 Penalty: 5316.232422
	Iteration 44Q: 3 clusters Score -8311016 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -8311027.000000 Penalty: 5316.232422
	Iteration 45Q: 3 clusters Score -8311027 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -8311047.000000 Penalty: 5316.232422
	Iteration 46Q: 3 clusters Score -8311047 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -8311047.500000 Penalty: 5316.232422
	Iteration 47Q: 3 clusters Score -8311048 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -8311062.000000 Penalty: 5316.232422
	Iteration 48Q: 3 clusters Score -8311062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -8311069.000000 Penalty: 5316.232422
	Iteration 49Q: 3 clusters Score -8311069 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -8311088.500000 Penalty: 5316.232422
	Iteration 50Q: 3 clusters Score -8311088 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -8311092.000000 Penalty: 5316.232422
	Iteration 51Q: 3 clusters Score -8311092 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -8311097.000000 Penalty: 5316.232422
	Iteration 52Q: 3 clusters Score -8311097 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -8311112.000000 Penalty: 5316.232422
	Iteration 53Q: 3 clusters Score -8311112 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -8311084.000000 Penalty: 5316.232422
	Iteration 54Q: 3 clusters Score -8311084 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -8311100.000000 Penalty: 5316.232422
	Iteration 55Q: 3 clusters Score -8311100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -8311094.000000 Penalty: 5316.232422
	Iteration 56Q: 3 clusters Score -8311094 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -8311103.000000 Penalty: 5316.232422
	Iteration 57Q: 3 clusters Score -8311103 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -8311098.500000 Penalty: 5316.232422
	Iteration 58Q: 3 clusters Score -8311098 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -8311090.000000 Penalty: 5316.232422
	Iteration 59Q: 3 clusters Score -8311090 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -8311102.000000 Penalty: 5316.232422
	Iteration 60F: 3 clusters Score -8311102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -8311102.000000 Penalty: 5316.232422
	Iteration 61Q: 3 clusters Score -8311102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -8311108.000000 Penalty: 5316.232422
	Iteration 62Q: 3 clusters Score -8311108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -8311118.500000 Penalty: 5316.232422
	Iteration 63Q: 3 clusters Score -8311118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -8311120.000000 Penalty: 5316.232422
	Iteration 64Q: 3 clusters Score -8311120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -8311111.500000 Penalty: 5316.232422
	Iteration 65Q: 3 clusters Score -8311112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -8311093.000000 Penalty: 5316.232422
	Iteration 66Q: 3 clusters Score -8311093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -8311095.500000 Penalty: 5316.232422
	Iteration 67Q: 3 clusters Score -8311096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -8311098.500000 Penalty: 5316.232422
	Iteration 68Q: 3 clusters Score -8311098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -8311092.500000 Penalty: 5316.232422
	Iteration 69Q: 3 clusters Score -8311092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -8311090.000000 Penalty: 5316.232422
	Iteration 70Q: 3 clusters Score -8311090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -8311106.000000 Penalty: 5316.232422
	Iteration 71Q: 3 clusters Score -8311106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -8311101.000000 Penalty: 5316.232422
	Iteration 72Q: 3 clusters Score -8311101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -8311103.000000 Penalty: 5316.232422
	Iteration 73Q: 3 clusters Score -8311103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -8311096.500000 Penalty: 5316.232422
	Iteration 74Q: 3 clusters Score -8311096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -8311111.500000 Penalty: 5316.232422
	Iteration 75Q: 3 clusters Score -8311112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -8311097.000000 Penalty: 5316.232422
	Iteration 76Q: 3 clusters Score -8311097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -8311094.500000 Penalty: 5316.232422
	Iteration 77Q: 3 clusters Score -8311094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -8311086.500000 Penalty: 5316.232422
	Iteration 78Q: 3 clusters Score -8311086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -8311090.000000 Penalty: 5316.232422
	Iteration 79Q: 3 clusters Score -8311090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -8311093.000000 Penalty: 5316.232422
	Iteration 80F: 3 clusters Score -8311093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -8311075.500000 Penalty: 5316.232422
	Iteration 81Q: 3 clusters Score -8311076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -8311083.500000 Penalty: 5316.232422
	Iteration 82Q: 3 clusters Score -8311084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 43045 members 
Entering Unmasked Estep 
Score: -8311074.000000 Penalty: 5316.232422
	Iteration 83Q: 3 clusters Score -8311074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -8311077.500000 Penalty: 5316.232422
	Iteration 84Q: 3 clusters Score -8311078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -8311083.500000 Penalty: 5316.232422
	Iteration 85Q: 3 clusters Score -8311084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -8311086.500000 Penalty: 5316.232422
	Iteration 86Q: 3 clusters Score -8311086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -8311085.000000 Penalty: 5316.232422
	Iteration 87Q: 3 clusters Score -8311085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -8311083.500000 Penalty: 5316.232422
	Iteration 88Q: 3 clusters Score -8311084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -8311073.500000 Penalty: 5316.232422
	Iteration 89Q: 3 clusters Score -8311074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -8311082.500000 Penalty: 5316.232422
	Iteration 90Q: 3 clusters Score -8311082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -8311073.500000 Penalty: 5316.232422
	Iteration 91Q: 3 clusters Score -8311074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -8311079.000000 Penalty: 5316.232422
	Iteration 92Q: 3 clusters Score -8311079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -8311074.500000 Penalty: 5316.232422
	Iteration 93Q: 3 clusters Score -8311074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -8311075.500000 Penalty: 5316.232422
	Iteration 94Q: 3 clusters Score -8311076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -8311075.500000 Penalty: 5316.232422
	Iteration 95Q: 3 clusters Score -8311076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -8311070.000000 Penalty: 5316.232422
	Iteration 96Q: 3 clusters Score -8311070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -8311075.500000 Penalty: 5316.232422
	Iteration 97Q: 3 clusters Score -8311076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8311071.500000 Penalty: 5316.232422
	Iteration 98Q: 3 clusters Score -8311072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8311071.500000 Penalty: 5316.232422
	Iteration 99F: 3 clusters Score -8311072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Entering Unmasked Estep 
Score: -8934066.000000 Penalty: 2675.602783
	Iteration 0F: 2 clusters Score -8934066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -8903835.000000 Penalty: 5351.205566
	Iteration 0F: 3 clusters Score -8903835 nChanged 22313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -8916524.000000 Penalty: 5351.205566
	Iteration 1F: 3 clusters Score -8916524 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -8917325.000000 Penalty: 5351.205566
	Iteration 2Q: 3 clusters Score -8917325 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -8918461.000000 Penalty: 5351.205566
	Iteration 3Q: 3 clusters Score -8918461 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -8920264.000000 Penalty: 5351.205566
	Iteration 4F: 3 clusters Score -8920264 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -8922480.000000 Penalty: 5351.205566
	Iteration 5F: 3 clusters Score -8922480 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -8925067.000000 Penalty: 5351.205566
	Iteration 6F: 3 clusters Score -8925067 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -8927237.000000 Penalty: 5351.205566
	Iteration 7F: 3 clusters Score -8927237 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -8928646.000000 Penalty: 5351.205566
	Iteration 8F: 3 clusters Score -8928646 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -8929449.000000 Penalty: 5351.205566
	Iteration 9Q: 3 clusters Score -8929449 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -8930010.000000 Penalty: 5351.205566
	Iteration 10Q: 3 clusters Score -8930010 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -8930397.000000 Penalty: 5351.205566
	Iteration 11Q: 3 clusters Score -8930397 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -8930782.000000 Penalty: 5351.205566
	Iteration 12Q: 3 clusters Score -8930782 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -8931134.000000 Penalty: 5351.205566
	Iteration 13Q: 3 clusters Score -8931134 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -8931473.000000 Penalty: 5351.205566
	Iteration 14Q: 3 clusters Score -8931473 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -8931727.000000 Penalty: 5351.205566
	Iteration 15Q: 3 clusters Score -8931727 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -8931960.000000 Penalty: 5351.205566
	Iteration 16Q: 3 clusters Score -8931960 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -8932153.000000 Penalty: 5351.205566
	Iteration 17Q: 3 clusters Score -8932153 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -8932325.000000 Penalty: 5351.205566
	Iteration 18Q: 3 clusters Score -8932325 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -8932470.000000 Penalty: 5351.205566
	Iteration 19Q: 3 clusters Score -8932470 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -8932601.000000 Penalty: 5351.205566
	Iteration 20F: 3 clusters Score -8932601 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -8932710.000000 Penalty: 5351.205566
	Iteration 21Q: 3 clusters Score -8932710 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -8932818.000000 Penalty: 5351.205566
	Iteration 22Q: 3 clusters Score -8932818 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -8932901.000000 Penalty: 5351.205566
	Iteration 23Q: 3 clusters Score -8932901 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -8932991.000000 Penalty: 5351.205566
	Iteration 24Q: 3 clusters Score -8932991 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -8933093.000000 Penalty: 5351.205566
	Iteration 25Q: 3 clusters Score -8933093 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -8933179.000000 Penalty: 5351.205566
	Iteration 26Q: 3 clusters Score -8933179 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -8933235.000000 Penalty: 5351.205566
	Iteration 27Q: 3 clusters Score -8933235 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -8933300.000000 Penalty: 5351.205566
	Iteration 28Q: 3 clusters Score -8933300 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -8933354.000000 Penalty: 5351.205566
	Iteration 29Q: 3 clusters Score -8933354 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -8933400.000000 Penalty: 5351.205566
	Iteration 30Q: 3 clusters Score -8933400 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -8933486.000000 Penalty: 5351.205566
	Iteration 31Q: 3 clusters Score -8933486 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -8933554.000000 Penalty: 5351.205566
	Iteration 32Q: 3 clusters Score -8933554 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -8933605.000000 Penalty: 5351.205566
	Iteration 33Q: 3 clusters Score -8933605 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -8933650.000000 Penalty: 5351.205566
	Iteration 34Q: 3 clusters Score -8933650 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -8933708.000000 Penalty: 5351.205566
	Iteration 35Q: 3 clusters Score -8933708 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -8933725.000000 Penalty: 5351.205566
	Iteration 36Q: 3 clusters Score -8933725 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -8933776.000000 Penalty: 5351.205566
	Iteration 37Q: 3 clusters Score -8933776 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -8933808.000000 Penalty: 5351.205566
	Iteration 38Q: 3 clusters Score -8933808 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -8933837.000000 Penalty: 5351.205566
	Iteration 39Q: 3 clusters Score -8933837 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -8933833.000000 Penalty: 5351.205566
	Iteration 40F: 3 clusters Score -8933833 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -8933810.000000 Penalty: 5351.205566
	Iteration 41Q: 3 clusters Score -8933810 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8933802.000000 Penalty: 5351.205566
	Iteration 42Q: 3 clusters Score -8933802 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -8933746.000000 Penalty: 5351.205566
	Iteration 43Q: 3 clusters Score -8933746 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -8933683.000000 Penalty: 5351.205566
	Iteration 44Q: 3 clusters Score -8933683 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -8933628.000000 Penalty: 5351.205566
	Iteration 45Q: 3 clusters Score -8933628 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -8933574.000000 Penalty: 5351.205566
	Iteration 46Q: 3 clusters Score -8933574 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -8933514.000000 Penalty: 5351.205566
	Iteration 47Q: 3 clusters Score -8933514 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -8933436.000000 Penalty: 5351.205566
	Iteration 48Q: 3 clusters Score -8933436 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -8933342.000000 Penalty: 5351.205566
	Iteration 49Q: 3 clusters Score -8933342 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -8933234.000000 Penalty: 5351.205566
	Iteration 50Q: 3 clusters Score -8933234 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -8933135.000000 Penalty: 5351.205566
	Iteration 51Q: 3 clusters Score -8933135 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -8933058.000000 Penalty: 5351.205566
	Iteration 52Q: 3 clusters Score -8933058 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -8932998.000000 Penalty: 5351.205566
	Iteration 53Q: 3 clusters Score -8932998 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -8932934.000000 Penalty: 5351.205566
	Iteration 54Q: 3 clusters Score -8932934 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -8932896.000000 Penalty: 5351.205566
	Iteration 55Q: 3 clusters Score -8932896 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -8932869.000000 Penalty: 5351.205566
	Iteration 56Q: 3 clusters Score -8932869 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -8932797.000000 Penalty: 5351.205566
	Iteration 57Q: 3 clusters Score -8932797 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -8932748.000000 Penalty: 5351.205566
	Iteration 58Q: 3 clusters Score -8932748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -8932726.000000 Penalty: 5351.205566
	Iteration 59Q: 3 clusters Score -8932726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -8932692.000000 Penalty: 5351.205566
	Iteration 60F: 3 clusters Score -8932692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -8932683.000000 Penalty: 5351.205566
	Iteration 61Q: 3 clusters Score -8932683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -8932683.000000 Penalty: 5351.205566
	Iteration 62Q: 3 clusters Score -8932683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -8932675.000000 Penalty: 5351.205566
	Iteration 63Q: 3 clusters Score -8932675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -8932663.000000 Penalty: 5351.205566
	Iteration 64Q: 3 clusters Score -8932663 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 47632 members 
Entering Unmasked Estep 
Score: -8932669.000000 Penalty: 5351.205566
	Iteration 65Q: 3 clusters Score -8932669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -8932655.000000 Penalty: 5351.205566
	Iteration 66Q: 3 clusters Score -8932655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -8932653.000000 Penalty: 5351.205566
	Iteration 67Q: 3 clusters Score -8932653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -8932651.000000 Penalty: 5351.205566
	Iteration 68Q: 3 clusters Score -8932651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -8932648.000000 Penalty: 5351.205566
	Iteration 69Q: 3 clusters Score -8932648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -8932646.000000 Penalty: 5351.205566
	Iteration 70Q: 3 clusters Score -8932646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -8932638.000000 Penalty: 5351.205566
	Iteration 71Q: 3 clusters Score -8932638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -8932636.000000 Penalty: 5351.205566
	Iteration 72Q: 3 clusters Score -8932636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -8932635.000000 Penalty: 5351.205566
	Iteration 73Q: 3 clusters Score -8932635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -8932634.000000 Penalty: 5351.205566
	Iteration 74Q: 3 clusters Score -8932634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -8932628.000000 Penalty: 5351.205566
	Iteration 75Q: 3 clusters Score -8932628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -8932628.000000 Penalty: 5351.205566
	Iteration 76F: 3 clusters Score -8932628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Entering Unmasked Estep 
Score: -9493355.000000 Penalty: 2693.050781
	Iteration 0F: 2 clusters Score -9493355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -9461427.000000 Penalty: 5386.101562
	Iteration 0F: 3 clusters Score -9461427 nChanged 24044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -9474750.000000 Penalty: 5386.101562
	Iteration 1F: 3 clusters Score -9474750 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -9475380.000000 Penalty: 5386.101562
	Iteration 2Q: 3 clusters Score -9475380 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -9476161.000000 Penalty: 5386.101562
	Iteration 3Q: 3 clusters Score -9476161 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -9477149.000000 Penalty: 5386.101562
	Iteration 4Q: 3 clusters Score -9477149 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -9478524.000000 Penalty: 5386.101562
	Iteration 5Q: 3 clusters Score -9478524 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -9480170.000000 Penalty: 5386.101562
	Iteration 6F: 3 clusters Score -9480170 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -9481804.000000 Penalty: 5386.101562
	Iteration 7F: 3 clusters Score -9481804 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -9483198.000000 Penalty: 5386.101562
	Iteration 8F: 3 clusters Score -9483198 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -9484353.000000 Penalty: 5386.101562
	Iteration 9F: 3 clusters Score -9484353 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -9485478.000000 Penalty: 5386.101562
	Iteration 10Q: 3 clusters Score -9485478 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -9486497.000000 Penalty: 5386.101562
	Iteration 11Q: 3 clusters Score -9486497 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -9487308.000000 Penalty: 5386.101562
	Iteration 12Q: 3 clusters Score -9487308 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -9487956.000000 Penalty: 5386.101562
	Iteration 13Q: 3 clusters Score -9487956 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -9488304.000000 Penalty: 5386.101562
	Iteration 14Q: 3 clusters Score -9488304 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -9488466.000000 Penalty: 5386.101562
	Iteration 15Q: 3 clusters Score -9488466 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -9488609.000000 Penalty: 5386.101562
	Iteration 16Q: 3 clusters Score -9488609 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -9488675.000000 Penalty: 5386.101562
	Iteration 17Q: 3 clusters Score -9488675 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -9488727.000000 Penalty: 5386.101562
	Iteration 18Q: 3 clusters Score -9488727 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -9488787.000000 Penalty: 5386.101562
	Iteration 19Q: 3 clusters Score -9488787 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -9488808.000000 Penalty: 5386.101562
	Iteration 20F: 3 clusters Score -9488808 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -9488866.000000 Penalty: 5386.101562
	Iteration 21Q: 3 clusters Score -9488866 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -9488898.000000 Penalty: 5386.101562
	Iteration 22Q: 3 clusters Score -9488898 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -9488917.000000 Penalty: 5386.101562
	Iteration 23Q: 3 clusters Score -9488917 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -9488983.000000 Penalty: 5386.101562
	Iteration 24Q: 3 clusters Score -9488983 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -9488998.000000 Penalty: 5386.101562
	Iteration 25Q: 3 clusters Score -9488998 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -9489057.000000 Penalty: 5386.101562
	Iteration 26Q: 3 clusters Score -9489057 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -9489087.000000 Penalty: 5386.101562
	Iteration 27Q: 3 clusters Score -9489087 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -9489097.000000 Penalty: 5386.101562
	Iteration 28Q: 3 clusters Score -9489097 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -9489141.000000 Penalty: 5386.101562
	Iteration 29Q: 3 clusters Score -9489141 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -9489125.000000 Penalty: 5386.101562
	Iteration 30Q: 3 clusters Score -9489125 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -9489163.000000 Penalty: 5386.101562
	Iteration 31Q: 3 clusters Score -9489163 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -9489181.000000 Penalty: 5386.101562
	Iteration 32Q: 3 clusters Score -9489181 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -9489199.000000 Penalty: 5386.101562
	Iteration 33Q: 3 clusters Score -9489199 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -9489235.000000 Penalty: 5386.101562
	Iteration 34Q: 3 clusters Score -9489235 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -9489271.000000 Penalty: 5386.101562
	Iteration 35Q: 3 clusters Score -9489271 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -9489285.000000 Penalty: 5386.101562
	Iteration 36Q: 3 clusters Score -9489285 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -9489290.000000 Penalty: 5386.101562
	Iteration 37Q: 3 clusters Score -9489290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9489300 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9489328 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -9489356.000000 Penalty: 5386.101562
	Iteration 40F: 3 clusters Score -9489356 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9489370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9489401 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9489410 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9489437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9489440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -9489427.000000 Penalty: 5386.101562
	Iteration 46Q: 3 clusters Score -9489427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9489427 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -9489425.000000 Penalty: 5386.101562
	Iteration 48Q: 3 clusters Score -9489425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -9489448.000000 Penalty: 5386.101562
	Iteration 49Q: 3 clusters Score -9489448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -9489439.000000 Penalty: 5386.101562
	Iteration 50Q: 3 clusters Score -9489439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9489446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9489460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9489471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -9489488.000000 Penalty: 5386.101562
	Iteration 54Q: 3 clusters Score -9489488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -9489483.000000 Penalty: 5386.101562
	Iteration 55Q: 3 clusters Score -9489483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -9489477.000000 Penalty: 5386.101562
	Iteration 56Q: 3 clusters Score -9489477 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9489475 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9489472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9489487 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9489489 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9489492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9489471 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9489483 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9489487 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9489492 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9489506 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9489525 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9489530 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9489545 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9489554 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9489563 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9489562 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9489572 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9489572 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9489585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9489589 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9489600 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9489603 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31060 members 
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Entering Unmasked Estep 
Score: -9489615.000000 Penalty: 5386.101562
	Iteration 79Q: 3 clusters Score -9489615 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -9489609.000000 Penalty: 5386.101562
	Iteration 80F: 3 clusters Score -9489609 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31092 members 
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Entering Unmasked Estep 
Score: -9489617.000000 Penalty: 5386.101562
	Iteration 81Q: 3 clusters Score -9489617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -9489602.000000 Penalty: 5386.101562
	Iteration 82Q: 3 clusters Score -9489602 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -9489608.000000 Penalty: 5386.101562
	Iteration 83Q: 3 clusters Score -9489608 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -9489623.000000 Penalty: 5386.101562
	Iteration 84Q: 3 clusters Score -9489623 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31160 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9489644 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -9489659.000000 Penalty: 5386.101562
	Iteration 86Q: 3 clusters Score -9489659 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9489658 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -9489669.000000 Penalty: 5386.101562
	Iteration 88Q: 3 clusters Score -9489669 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9489668 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -9489666.000000 Penalty: 5386.101562
	Iteration 90Q: 3 clusters Score -9489666 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9489666 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9489668 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -9489671.000000 Penalty: 5386.101562
	Iteration 93Q: 3 clusters Score -9489671 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9489659 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9489667 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9489685 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -9489674.000000 Penalty: 5386.101562
	Iteration 97Q: 3 clusters Score -9489674 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9489677 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9489685 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -9489682.000000 Penalty: 5386.101562
	Iteration 100F: 3 clusters Score -9489682 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -9489692.000000 Penalty: 5386.101562
	Iteration 101Q: 3 clusters Score -9489692 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9489685 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9489693 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9489694 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9489701 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9489697 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9489696 nChanged 7
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Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9489693 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -9489687.000000 Penalty: 5386.101562
	Iteration 109Q: 3 clusters Score -9489687 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9489691 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9489710 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9489712 nChanged 9
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9489707 nChanged 7
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	Iteration 114Q: 3 clusters Score -9489710 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9489699 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9489697 nChanged 7
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9489709 nChanged 7
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Mstep: Class 1 contains 31403 members 
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Entering Unmasked Estep 
Score: -9489711.000000 Penalty: 5386.101562
	Iteration 118Q: 3 clusters Score -9489711 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -9489720.000000 Penalty: 5386.101562
	Iteration 119Q: 3 clusters Score -9489720 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -9489716.000000 Penalty: 5386.101562
	Iteration 120F: 3 clusters Score -9489716 nChanged 10
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Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9489730 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -9489722.000000 Penalty: 5386.101562
	Iteration 122Q: 3 clusters Score -9489722 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9489722 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -9489737.000000 Penalty: 5386.101562
	Iteration 124Q: 3 clusters Score -9489737 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -9489728.000000 Penalty: 5386.101562
	Iteration 125Q: 3 clusters Score -9489728 nChanged 6
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Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9489728 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31476 members 
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Entering Unmasked Estep 
Score: -9489726.000000 Penalty: 5386.101562
	Iteration 127Q: 3 clusters Score -9489726 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31479 members 
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Entering Unmasked Estep 
Score: -9489732.000000 Penalty: 5386.101562
	Iteration 128Q: 3 clusters Score -9489732 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -9489735.000000 Penalty: 5386.101562
	Iteration 129Q: 3 clusters Score -9489735 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -9489739.000000 Penalty: 5386.101562
	Iteration 130Q: 3 clusters Score -9489739 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -9489738.000000 Penalty: 5386.101562
	Iteration 131Q: 3 clusters Score -9489738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -9489734.000000 Penalty: 5386.101562
	Iteration 132Q: 3 clusters Score -9489734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -9489739.000000 Penalty: 5386.101562
	Iteration 133Q: 3 clusters Score -9489739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -9489733.000000 Penalty: 5386.101562
	Iteration 134Q: 3 clusters Score -9489733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -9489733.000000 Penalty: 5386.101562
	Iteration 135Q: 3 clusters Score -9489733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -9489741.000000 Penalty: 5386.101562
	Iteration 136Q: 3 clusters Score -9489741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -9489742.000000 Penalty: 5386.101562
	Iteration 137Q: 3 clusters Score -9489742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -9489742.000000 Penalty: 5386.101562
	Iteration 138Q: 3 clusters Score -9489742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -9489742.000000 Penalty: 5386.101562
	Iteration 139F: 3 clusters Score -9489742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Entering Unmasked Estep 
Score: -8841781.000000 Penalty: 2672.291016
	Iteration 0F: 2 clusters Score -8841781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -8811926.000000 Penalty: 5344.582031
	Iteration 0F: 3 clusters Score -8811926 nChanged 21961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -8823768.000000 Penalty: 5344.582031
	Iteration 1F: 3 clusters Score -8823768 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -8824245.000000 Penalty: 5344.582031
	Iteration 2Q: 3 clusters Score -8824245 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -8824687.000000 Penalty: 5344.582031
	Iteration 3Q: 3 clusters Score -8824687 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -8825117.000000 Penalty: 5344.582031
	Iteration 4Q: 3 clusters Score -8825117 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -8825587.000000 Penalty: 5344.582031
	Iteration 5Q: 3 clusters Score -8825587 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -8826113.000000 Penalty: 5344.582031
	Iteration 6Q: 3 clusters Score -8826113 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -8826777.000000 Penalty: 5344.582031
	Iteration 7Q: 3 clusters Score -8826777 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -8827769.000000 Penalty: 5344.582031
	Iteration 8Q: 3 clusters Score -8827769 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -8829088.000000 Penalty: 5344.582031
	Iteration 9Q: 3 clusters Score -8829088 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -8830652.000000 Penalty: 5344.582031
	Iteration 10F: 3 clusters Score -8830652 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -8832609.000000 Penalty: 5344.582031
	Iteration 11F: 3 clusters Score -8832609 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -8834556.000000 Penalty: 5344.582031
	Iteration 12F: 3 clusters Score -8834556 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -8835815.000000 Penalty: 5344.582031
	Iteration 13Q: 3 clusters Score -8835815 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -8836314.000000 Penalty: 5344.582031
	Iteration 14Q: 3 clusters Score -8836314 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -8836507.000000 Penalty: 5344.582031
	Iteration 15Q: 3 clusters Score -8836507 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -8836623.000000 Penalty: 5344.582031
	Iteration 16Q: 3 clusters Score -8836623 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -8836722.000000 Penalty: 5344.582031
	Iteration 17Q: 3 clusters Score -8836722 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -8836782.000000 Penalty: 5344.582031
	Iteration 18Q: 3 clusters Score -8836782 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -8836856.000000 Penalty: 5344.582031
	Iteration 19Q: 3 clusters Score -8836856 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -8836898.000000 Penalty: 5344.582031
	Iteration 20F: 3 clusters Score -8836898 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -8836940.000000 Penalty: 5344.582031
	Iteration 21Q: 3 clusters Score -8836940 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -8836957.000000 Penalty: 5344.582031
	Iteration 22Q: 3 clusters Score -8836957 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -8837041.000000 Penalty: 5344.582031
	Iteration 23Q: 3 clusters Score -8837041 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -8837117.000000 Penalty: 5344.582031
	Iteration 24Q: 3 clusters Score -8837117 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -8837146.000000 Penalty: 5344.582031
	Iteration 25Q: 3 clusters Score -8837146 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -8837210.000000 Penalty: 5344.582031
	Iteration 26Q: 3 clusters Score -8837210 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -8837258.000000 Penalty: 5344.582031
	Iteration 27Q: 3 clusters Score -8837258 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -8837326.000000 Penalty: 5344.582031
	Iteration 28Q: 3 clusters Score -8837326 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -8837387.000000 Penalty: 5344.582031
	Iteration 29Q: 3 clusters Score -8837387 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -8837469.000000 Penalty: 5344.582031
	Iteration 30Q: 3 clusters Score -8837469 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -8837517.000000 Penalty: 5344.582031
	Iteration 31Q: 3 clusters Score -8837517 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -8837555.000000 Penalty: 5344.582031
	Iteration 32Q: 3 clusters Score -8837555 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -8837639.000000 Penalty: 5344.582031
	Iteration 33Q: 3 clusters Score -8837639 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -8837678.000000 Penalty: 5344.582031
	Iteration 34Q: 3 clusters Score -8837678 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -8837774.000000 Penalty: 5344.582031
	Iteration 35Q: 3 clusters Score -8837774 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -8837866.000000 Penalty: 5344.582031
	Iteration 36Q: 3 clusters Score -8837866 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -8837957.000000 Penalty: 5344.582031
	Iteration 37Q: 3 clusters Score -8837957 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -8838094.000000 Penalty: 5344.582031
	Iteration 38Q: 3 clusters Score -8838094 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -8838205.000000 Penalty: 5344.582031
	Iteration 39Q: 3 clusters Score -8838205 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -8838308.000000 Penalty: 5344.582031
	Iteration 40F: 3 clusters Score -8838308 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -8838406.000000 Penalty: 5344.582031
	Iteration 41Q: 3 clusters Score -8838406 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -8838569.000000 Penalty: 5344.582031
	Iteration 42Q: 3 clusters Score -8838569 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -8838776.000000 Penalty: 5344.582031
	Iteration 43Q: 3 clusters Score -8838776 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -8838998.000000 Penalty: 5344.582031
	Iteration 44Q: 3 clusters Score -8838998 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -8839257.000000 Penalty: 5344.582031
	Iteration 45Q: 3 clusters Score -8839257 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -8839482.000000 Penalty: 5344.582031
	Iteration 46Q: 3 clusters Score -8839482 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -8839618.000000 Penalty: 5344.582031
	Iteration 47Q: 3 clusters Score -8839618 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -8839724.000000 Penalty: 5344.582031
	Iteration 48Q: 3 clusters Score -8839724 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -8839846.000000 Penalty: 5344.582031
	Iteration 49Q: 3 clusters Score -8839846 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -8839886.000000 Penalty: 5344.582031
	Iteration 50Q: 3 clusters Score -8839886 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -8839905.000000 Penalty: 5344.582031
	Iteration 51Q: 3 clusters Score -8839905 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -8839938.000000 Penalty: 5344.582031
	Iteration 52Q: 3 clusters Score -8839938 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8839933.000000 Penalty: 5344.582031
	Iteration 53Q: 3 clusters Score -8839933 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -8839981.000000 Penalty: 5344.582031
	Iteration 54Q: 3 clusters Score -8839981 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -8839995.000000 Penalty: 5344.582031
	Iteration 55Q: 3 clusters Score -8839995 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -8840031.000000 Penalty: 5344.582031
	Iteration 56Q: 3 clusters Score -8840031 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -8840036.000000 Penalty: 5344.582031
	Iteration 57Q: 3 clusters Score -8840036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8840044.000000 Penalty: 5344.582031
	Iteration 58Q: 3 clusters Score -8840044 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -8840053.000000 Penalty: 5344.582031
	Iteration 59Q: 3 clusters Score -8840053 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -8840066.000000 Penalty: 5344.582031
	Iteration 60F: 3 clusters Score -8840066 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -8840109.000000 Penalty: 5344.582031
	Iteration 61Q: 3 clusters Score -8840109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8840097.000000 Penalty: 5344.582031
	Iteration 62Q: 3 clusters Score -8840097 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -8840115.000000 Penalty: 5344.582031
	Iteration 63Q: 3 clusters Score -8840115 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8840132.000000 Penalty: 5344.582031
	Iteration 64Q: 3 clusters Score -8840132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -8840132.000000 Penalty: 5344.582031
	Iteration 65Q: 3 clusters Score -8840132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -8840138.000000 Penalty: 5344.582031
	Iteration 66Q: 3 clusters Score -8840138 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8840145.000000 Penalty: 5344.582031
	Iteration 67Q: 3 clusters Score -8840145 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8840155.000000 Penalty: 5344.582031
	Iteration 68Q: 3 clusters Score -8840155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8840154.000000 Penalty: 5344.582031
	Iteration 69Q: 3 clusters Score -8840154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8840167.000000 Penalty: 5344.582031
	Iteration 70Q: 3 clusters Score -8840167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8840168.000000 Penalty: 5344.582031
	Iteration 71Q: 3 clusters Score -8840168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8840170.000000 Penalty: 5344.582031
	Iteration 72Q: 3 clusters Score -8840170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -8840164.000000 Penalty: 5344.582031
	Iteration 73Q: 3 clusters Score -8840164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8840179.000000 Penalty: 5344.582031
	Iteration 74Q: 3 clusters Score -8840179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8840172.000000 Penalty: 5344.582031
	Iteration 75Q: 3 clusters Score -8840172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -8840172.000000 Penalty: 5344.582031
	Iteration 76Q: 3 clusters Score -8840172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -8840175.000000 Penalty: 5344.582031
	Iteration 77Q: 3 clusters Score -8840175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8840163.000000 Penalty: 5344.582031
	Iteration 78Q: 3 clusters Score -8840163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -8840171.000000 Penalty: 5344.582031
	Iteration 79Q: 3 clusters Score -8840171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8840187.000000 Penalty: 5344.582031
	Iteration 80F: 3 clusters Score -8840187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8840196.000000 Penalty: 5344.582031
	Iteration 81Q: 3 clusters Score -8840196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8840185.000000 Penalty: 5344.582031
	Iteration 82Q: 3 clusters Score -8840185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8840178.000000 Penalty: 5344.582031
	Iteration 83Q: 3 clusters Score -8840178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -8840185.000000 Penalty: 5344.582031
	Iteration 84Q: 3 clusters Score -8840185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8840179.000000 Penalty: 5344.582031
	Iteration 85Q: 3 clusters Score -8840179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8840179.000000 Penalty: 5344.582031
	Iteration 86Q: 3 clusters Score -8840179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8840172.000000 Penalty: 5344.582031
	Iteration 87Q: 3 clusters Score -8840172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -8840177.000000 Penalty: 5344.582031
	Iteration 88Q: 3 clusters Score -8840177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8840175.000000 Penalty: 5344.582031
	Iteration 89Q: 3 clusters Score -8840175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8840175.000000 Penalty: 5344.582031
	Iteration 90F: 3 clusters Score -8840175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Entering Unmasked Estep 
Score: -12179008.000000 Penalty: 2749.680176
	Iteration 0F: 2 clusters Score -1.217901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -12151946.000000 Penalty: 5499.360352
	Iteration 0F: 3 clusters Score -1.215195e+07 nChanged 30546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -12169403.000000 Penalty: 5499.360352
	Iteration 1F: 3 clusters Score -1.21694e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -12170260.000000 Penalty: 5499.360352
	Iteration 2Q: 3 clusters Score -1.217026e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -12171313.000000 Penalty: 5499.360352
	Iteration 3Q: 3 clusters Score -1.217131e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -12172531.000000 Penalty: 5499.360352
	Iteration 4Q: 3 clusters Score -1.217253e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -12174170.000000 Penalty: 5499.360352
	Iteration 5F: 3 clusters Score -1.217417e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -12176324.000000 Penalty: 5499.360352
	Iteration 6F: 3 clusters Score -1.217632e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -12178679.000000 Penalty: 5499.360352
	Iteration 7F: 3 clusters Score -1.217868e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -12180822.000000 Penalty: 5499.360352
	Iteration 8F: 3 clusters Score -1.218082e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -12182621.000000 Penalty: 5499.360352
	Iteration 9F: 3 clusters Score -1.218262e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -12183898.000000 Penalty: 5499.360352
	Iteration 10Q: 3 clusters Score -1.21839e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -12184492.000000 Penalty: 5499.360352
	Iteration 11Q: 3 clusters Score -1.218449e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -12184794.000000 Penalty: 5499.360352
	Iteration 12Q: 3 clusters Score -1.218479e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -12184892.000000 Penalty: 5499.360352
	Iteration 13Q: 3 clusters Score -1.218489e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -12184995.000000 Penalty: 5499.360352
	Iteration 14Q: 3 clusters Score -1.2185e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -12184969.000000 Penalty: 5499.360352
	Iteration 15Q: 3 clusters Score -1.218497e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -12185007.000000 Penalty: 5499.360352
	Iteration 16Q: 3 clusters Score -1.218501e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -12185059.000000 Penalty: 5499.360352
	Iteration 17Q: 3 clusters Score -1.218506e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -12185098.000000 Penalty: 5499.360352
	Iteration 18Q: 3 clusters Score -1.21851e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -12185090.000000 Penalty: 5499.360352
	Iteration 19Q: 3 clusters Score -1.218509e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -12185082.000000 Penalty: 5499.360352
	Iteration 20F: 3 clusters Score -1.218508e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -12185058.000000 Penalty: 5499.360352
	Iteration 21Q: 3 clusters Score -1.218506e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -12185080.000000 Penalty: 5499.360352
	Iteration 22Q: 3 clusters Score -1.218508e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -12185064.000000 Penalty: 5499.360352
	Iteration 23Q: 3 clusters Score -1.218506e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -12185097.000000 Penalty: 5499.360352
	Iteration 24Q: 3 clusters Score -1.21851e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -12185103.000000 Penalty: 5499.360352
	Iteration 25Q: 3 clusters Score -1.21851e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -12185110.000000 Penalty: 5499.360352
	Iteration 26Q: 3 clusters Score -1.218511e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -12185115.000000 Penalty: 5499.360352
	Iteration 27Q: 3 clusters Score -1.218512e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -12185122.000000 Penalty: 5499.360352
	Iteration 28Q: 3 clusters Score -1.218512e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -12185132.000000 Penalty: 5499.360352
	Iteration 29Q: 3 clusters Score -1.218513e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -12185147.000000 Penalty: 5499.360352
	Iteration 30Q: 3 clusters Score -1.218515e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -12185145.000000 Penalty: 5499.360352
	Iteration 31Q: 3 clusters Score -1.218514e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -12185154.000000 Penalty: 5499.360352
	Iteration 32Q: 3 clusters Score -1.218515e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -12185169.000000 Penalty: 5499.360352
	Iteration 33Q: 3 clusters Score -1.218517e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -12185211.000000 Penalty: 5499.360352
	Iteration 34Q: 3 clusters Score -1.218521e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -12185240.000000 Penalty: 5499.360352
	Iteration 35Q: 3 clusters Score -1.218524e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -12185248.000000 Penalty: 5499.360352
	Iteration 36Q: 3 clusters Score -1.218525e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -12185244.000000 Penalty: 5499.360352
	Iteration 37Q: 3 clusters Score -1.218524e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -12185257.000000 Penalty: 5499.360352
	Iteration 38Q: 3 clusters Score -1.218526e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 42749 members 
Entering Unmasked Estep 
Score: -12185216.000000 Penalty: 5499.360352
	Iteration 39Q: 3 clusters Score -1.218522e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -12185245.000000 Penalty: 5499.360352
	Iteration 40F: 3 clusters Score -1.218524e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -12185260.000000 Penalty: 5499.360352
	Iteration 41Q: 3 clusters Score -1.218526e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -12185278.000000 Penalty: 5499.360352
	Iteration 42Q: 3 clusters Score -1.218528e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -12185268.000000 Penalty: 5499.360352
	Iteration 43Q: 3 clusters Score -1.218527e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -12185242.000000 Penalty: 5499.360352
	Iteration 44Q: 3 clusters Score -1.218524e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -12185235.000000 Penalty: 5499.360352
	Iteration 45Q: 3 clusters Score -1.218524e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -12185233.000000 Penalty: 5499.360352
	Iteration 46Q: 3 clusters Score -1.218523e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -12185244.000000 Penalty: 5499.360352
	Iteration 47Q: 3 clusters Score -1.218524e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -12185259.000000 Penalty: 5499.360352
	Iteration 48Q: 3 clusters Score -1.218526e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -12185263.000000 Penalty: 5499.360352
	Iteration 49Q: 3 clusters Score -1.218526e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -12185253.000000 Penalty: 5499.360352
	Iteration 50Q: 3 clusters Score -1.218525e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -12185220.000000 Penalty: 5499.360352
	Iteration 51Q: 3 clusters Score -1.218522e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -12185182.000000 Penalty: 5499.360352
	Iteration 52Q: 3 clusters Score -1.218518e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -12185155.000000 Penalty: 5499.360352
	Iteration 53Q: 3 clusters Score -1.218516e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -12185152.000000 Penalty: 5499.360352
	Iteration 54Q: 3 clusters Score -1.218515e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -12185133.000000 Penalty: 5499.360352
	Iteration 55Q: 3 clusters Score -1.218513e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -12185174.000000 Penalty: 5499.360352
	Iteration 56Q: 3 clusters Score -1.218517e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -12185186.000000 Penalty: 5499.360352
	Iteration 57Q: 3 clusters Score -1.218519e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -12185170.000000 Penalty: 5499.360352
	Iteration 58Q: 3 clusters Score -1.218517e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -12185172.000000 Penalty: 5499.360352
	Iteration 59Q: 3 clusters Score -1.218517e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -12185137.000000 Penalty: 5499.360352
	Iteration 60F: 3 clusters Score -1.218514e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -12185140.000000 Penalty: 5499.360352
	Iteration 61Q: 3 clusters Score -1.218514e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -12185180.000000 Penalty: 5499.360352
	Iteration 62Q: 3 clusters Score -1.218518e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -12185168.000000 Penalty: 5499.360352
	Iteration 63Q: 3 clusters Score -1.218517e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -12185172.000000 Penalty: 5499.360352
	Iteration 64Q: 3 clusters Score -1.218517e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -12185182.000000 Penalty: 5499.360352
	Iteration 65Q: 3 clusters Score -1.218518e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -12185179.000000 Penalty: 5499.360352
	Iteration 66Q: 3 clusters Score -1.218518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -12185158.000000 Penalty: 5499.360352
	Iteration 67Q: 3 clusters Score -1.218516e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -12185145.000000 Penalty: 5499.360352
	Iteration 68Q: 3 clusters Score -1.218514e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -12185150.000000 Penalty: 5499.360352
	Iteration 69Q: 3 clusters Score -1.218515e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -12185153.000000 Penalty: 5499.360352
	Iteration 70Q: 3 clusters Score -1.218515e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -12185140.000000 Penalty: 5499.360352
	Iteration 71Q: 3 clusters Score -1.218514e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -12185129.000000 Penalty: 5499.360352
	Iteration 72Q: 3 clusters Score -1.218513e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -12185128.000000 Penalty: 5499.360352
	Iteration 73Q: 3 clusters Score -1.218513e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -12185146.000000 Penalty: 5499.360352
	Iteration 74Q: 3 clusters Score -1.218515e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -12185132.000000 Penalty: 5499.360352
	Iteration 75Q: 3 clusters Score -1.218513e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -12185125.000000 Penalty: 5499.360352
	Iteration 76Q: 3 clusters Score -1.218512e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -12185134.000000 Penalty: 5499.360352
	Iteration 77Q: 3 clusters Score -1.218513e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -12185111.000000 Penalty: 5499.360352
	Iteration 78Q: 3 clusters Score -1.218511e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -12185111.000000 Penalty: 5499.360352
	Iteration 79Q: 3 clusters Score -1.218511e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -12185122.000000 Penalty: 5499.360352
	Iteration 80F: 3 clusters Score -1.218512e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -12185157.000000 Penalty: 5499.360352
	Iteration 81Q: 3 clusters Score -1.218516e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -12185154.000000 Penalty: 5499.360352
	Iteration 82Q: 3 clusters Score -1.218515e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -12185147.000000 Penalty: 5499.360352
	Iteration 83Q: 3 clusters Score -1.218515e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -12185146.000000 Penalty: 5499.360352
	Iteration 84Q: 3 clusters Score -1.218515e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -12185166.000000 Penalty: 5499.360352
	Iteration 85Q: 3 clusters Score -1.218517e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -12185129.000000 Penalty: 5499.360352
	Iteration 86Q: 3 clusters Score -1.218513e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -12185128.000000 Penalty: 5499.360352
	Iteration 87Q: 3 clusters Score -1.218513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -12185112.000000 Penalty: 5499.360352
	Iteration 88Q: 3 clusters Score -1.218511e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -12185124.000000 Penalty: 5499.360352
	Iteration 89Q: 3 clusters Score -1.218512e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -12185108.000000 Penalty: 5499.360352
	Iteration 90Q: 3 clusters Score -1.218511e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -12185117.000000 Penalty: 5499.360352
	Iteration 91Q: 3 clusters Score -1.218512e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -12185120.000000 Penalty: 5499.360352
	Iteration 92Q: 3 clusters Score -1.218512e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -12185125.000000 Penalty: 5499.360352
	Iteration 93Q: 3 clusters Score -1.218512e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -12185119.000000 Penalty: 5499.360352
	Iteration 94Q: 3 clusters Score -1.218512e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -12185110.000000 Penalty: 5499.360352
	Iteration 95Q: 3 clusters Score -1.218511e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -12185125.000000 Penalty: 5499.360352
	Iteration 96Q: 3 clusters Score -1.218512e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -12185102.000000 Penalty: 5499.360352
	Iteration 97Q: 3 clusters Score -1.21851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -12185108.000000 Penalty: 5499.360352
	Iteration 98Q: 3 clusters Score -1.218511e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -12185104.000000 Penalty: 5499.360352
	Iteration 99Q: 3 clusters Score -1.21851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -12185116.000000 Penalty: 5499.360352
	Iteration 100F: 3 clusters Score -1.218512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -12185127.000000 Penalty: 5499.360352
	Iteration 101Q: 3 clusters Score -1.218513e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -12185128.000000 Penalty: 5499.360352
	Iteration 102Q: 3 clusters Score -1.218513e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -12185138.000000 Penalty: 5499.360352
	Iteration 103Q: 3 clusters Score -1.218514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -12185120.000000 Penalty: 5499.360352
	Iteration 104Q: 3 clusters Score -1.218512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -12185133.000000 Penalty: 5499.360352
	Iteration 105Q: 3 clusters Score -1.218513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -12185134.000000 Penalty: 5499.360352
	Iteration 106Q: 3 clusters Score -1.218513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -12185113.000000 Penalty: 5499.360352
	Iteration 107Q: 3 clusters Score -1.218511e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -12185109.000000 Penalty: 5499.360352
	Iteration 108Q: 3 clusters Score -1.218511e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -12185109.000000 Penalty: 5499.360352
	Iteration 109Q: 3 clusters Score -1.218511e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -12185143.000000 Penalty: 5499.360352
	Iteration 110Q: 3 clusters Score -1.218514e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -12185145.000000 Penalty: 5499.360352
	Iteration 111Q: 3 clusters Score -1.218514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -12185134.000000 Penalty: 5499.360352
	Iteration 112Q: 3 clusters Score -1.218513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -12185151.000000 Penalty: 5499.360352
	Iteration 113Q: 3 clusters Score -1.218515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -12185149.000000 Penalty: 5499.360352
	Iteration 114Q: 3 clusters Score -1.218515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -12185158.000000 Penalty: 5499.360352
	Iteration 115Q: 3 clusters Score -1.218516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -12185161.000000 Penalty: 5499.360352
	Iteration 116Q: 3 clusters Score -1.218516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -12185161.000000 Penalty: 5499.360352
	Iteration 117Q: 3 clusters Score -1.218516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -12185165.000000 Penalty: 5499.360352
	Iteration 118Q: 3 clusters Score -1.218516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -12185161.000000 Penalty: 5499.360352
	Iteration 119Q: 3 clusters Score -1.218516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -12185166.000000 Penalty: 5499.360352
	Iteration 120F: 3 clusters Score -1.218517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -12185158.000000 Penalty: 5499.360352
	Iteration 121Q: 3 clusters Score -1.218516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -12185152.000000 Penalty: 5499.360352
	Iteration 122Q: 3 clusters Score -1.218515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -12185161.000000 Penalty: 5499.360352
	Iteration 123Q: 3 clusters Score -1.218516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -12185161.000000 Penalty: 5499.360352
	Iteration 124Q: 3 clusters Score -1.218516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -12185168.000000 Penalty: 5499.360352
	Iteration 125Q: 3 clusters Score -1.218517e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -12185177.000000 Penalty: 5499.360352
	Iteration 126Q: 3 clusters Score -1.218518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -12185187.000000 Penalty: 5499.360352
	Iteration 127Q: 3 clusters Score -1.218519e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -12185164.000000 Penalty: 5499.360352
	Iteration 128Q: 3 clusters Score -1.218516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -12185162.000000 Penalty: 5499.360352
	Iteration 129Q: 3 clusters Score -1.218516e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -12185161.000000 Penalty: 5499.360352
	Iteration 130Q: 3 clusters Score -1.218516e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -12185175.000000 Penalty: 5499.360352
	Iteration 131Q: 3 clusters Score -1.218518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -12185179.000000 Penalty: 5499.360352
	Iteration 132Q: 3 clusters Score -1.218518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -12185170.000000 Penalty: 5499.360352
	Iteration 133Q: 3 clusters Score -1.218517e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -12185179.000000 Penalty: 5499.360352
	Iteration 134Q: 3 clusters Score -1.218518e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -12185188.000000 Penalty: 5499.360352
	Iteration 135Q: 3 clusters Score -1.218519e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -12185182.000000 Penalty: 5499.360352
	Iteration 136Q: 3 clusters Score -1.218518e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -12185171.000000 Penalty: 5499.360352
	Iteration 137Q: 3 clusters Score -1.218517e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -12185183.000000 Penalty: 5499.360352
	Iteration 138Q: 3 clusters Score -1.218518e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -12185182.000000 Penalty: 5499.360352
	Iteration 139Q: 3 clusters Score -1.218518e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -12185203.000000 Penalty: 5499.360352
	Iteration 140F: 3 clusters Score -1.21852e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -12185197.000000 Penalty: 5499.360352
	Iteration 141Q: 3 clusters Score -1.21852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -12185173.000000 Penalty: 5499.360352
	Iteration 142Q: 3 clusters Score -1.218517e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -12185165.000000 Penalty: 5499.360352
	Iteration 143Q: 3 clusters Score -1.218516e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -12185167.000000 Penalty: 5499.360352
	Iteration 144Q: 3 clusters Score -1.218517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -12185160.000000 Penalty: 5499.360352
	Iteration 145Q: 3 clusters Score -1.218516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -12185171.000000 Penalty: 5499.360352
	Iteration 146Q: 3 clusters Score -1.218517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -12185177.000000 Penalty: 5499.360352
	Iteration 147Q: 3 clusters Score -1.218518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -12185178.000000 Penalty: 5499.360352
	Iteration 148Q: 3 clusters Score -1.218518e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -12185167.000000 Penalty: 5499.360352
	Iteration 149Q: 3 clusters Score -1.218517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -12185163.000000 Penalty: 5499.360352
	Iteration 150Q: 3 clusters Score -1.218516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -12185177.000000 Penalty: 5499.360352
	Iteration 151Q: 3 clusters Score -1.218518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -12185174.000000 Penalty: 5499.360352
	Iteration 152Q: 3 clusters Score -1.218517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -12185164.000000 Penalty: 5499.360352
	Iteration 153Q: 3 clusters Score -1.218516e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -12185164.000000 Penalty: 5499.360352
	Iteration 154Q: 3 clusters Score -1.218516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -12185153.000000 Penalty: 5499.360352
	Iteration 155Q: 3 clusters Score -1.218515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -12185151.000000 Penalty: 5499.360352
	Iteration 156Q: 3 clusters Score -1.218515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -12185136.000000 Penalty: 5499.360352
	Iteration 157Q: 3 clusters Score -1.218514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -12185147.000000 Penalty: 5499.360352
	Iteration 158Q: 3 clusters Score -1.218515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -12185158.000000 Penalty: 5499.360352
	Iteration 159Q: 3 clusters Score -1.218516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -12185170.000000 Penalty: 5499.360352
	Iteration 160F: 3 clusters Score -1.218517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -12185164.000000 Penalty: 5499.360352
	Iteration 161Q: 3 clusters Score -1.218516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -12185153.000000 Penalty: 5499.360352
	Iteration 162Q: 3 clusters Score -1.218515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -12185164.000000 Penalty: 5499.360352
	Iteration 163Q: 3 clusters Score -1.218516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -12185172.000000 Penalty: 5499.360352
	Iteration 164Q: 3 clusters Score -1.218517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -12185169.000000 Penalty: 5499.360352
	Iteration 165Q: 3 clusters Score -1.218517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -12185165.000000 Penalty: 5499.360352
	Iteration 166Q: 3 clusters Score -1.218516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -12185172.000000 Penalty: 5499.360352
	Iteration 167Q: 3 clusters Score -1.218517e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -12185169.000000 Penalty: 5499.360352
	Iteration 168Q: 3 clusters Score -1.218517e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -12185160.000000 Penalty: 5499.360352
	Iteration 169Q: 3 clusters Score -1.218516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -12185151.000000 Penalty: 5499.360352
	Iteration 170Q: 3 clusters Score -1.218515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -12185157.000000 Penalty: 5499.360352
	Iteration 171Q: 3 clusters Score -1.218516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -12185168.000000 Penalty: 5499.360352
	Iteration 172Q: 3 clusters Score -1.218517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -12185171.000000 Penalty: 5499.360352
	Iteration 173Q: 3 clusters Score -1.218517e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -12185167.000000 Penalty: 5499.360352
	Iteration 174Q: 3 clusters Score -1.218517e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -12185162.000000 Penalty: 5499.360352
	Iteration 175Q: 3 clusters Score -1.218516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -12185163.000000 Penalty: 5499.360352
	Iteration 176Q: 3 clusters Score -1.218516e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -12185173.000000 Penalty: 5499.360352
	Iteration 177Q: 3 clusters Score -1.218517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -12185173.000000 Penalty: 5499.360352
	Iteration 178Q: 3 clusters Score -1.218517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -12185173.000000 Penalty: 5499.360352
	Iteration 179F: 3 clusters Score -1.218517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 45171 members 
Mstep: Class 3 contains 48471 members 
Mstep: Class 4 contains 52004 members 
Mstep: Class 5 contains 47828 members 
Mstep: Class 6 contains 22898 members 
Mstep: Class 7 contains 49565 members 
Mstep: Class 8 contains 1085 members 
Mstep: Class 9 contains 729 members 
Mstep: Class 10 contains 47183 members 
Mstep: Class 11 contains 46778 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 47779 members 
Mstep: Class 15 contains 45689 members 
Mstep: Class 16 contains 16745 members 
Mstep: Class 17 contains 45223 members 
Mstep: Class 18 contains 2247 members 
Mstep: Class 19 contains 506 members 
Mstep: Class 20 contains 45075 members 
Mstep: Class 21 contains 27920 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 42446 members 
Mstep: Class 24 contains 53595 members 
Entering Unmasked Estep 
Score: -126886776.000000 Penalty: 80096.007812
Splitting cluster 6 changes total score from -126879432.000000 to -126886776.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (49565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Entering Unmasked Estep 
Score: -9179194.000000 Penalty: 2681.137939
	Iteration 0F: 2 clusters Score -9179194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -9149888.000000 Penalty: 5362.275879
	Iteration 0F: 3 clusters Score -9149888 nChanged 22816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -9162344.000000 Penalty: 5362.275879
	Iteration 1F: 3 clusters Score -9162344 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -9162854.000000 Penalty: 5362.275879
	Iteration 2Q: 3 clusters Score -9162854 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -9163338.000000 Penalty: 5362.275879
	Iteration 3Q: 3 clusters Score -9163338 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -9163900.000000 Penalty: 5362.275879
	Iteration 4Q: 3 clusters Score -9163900 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -9164537.000000 Penalty: 5362.275879
	Iteration 5Q: 3 clusters Score -9164537 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -9165490.000000 Penalty: 5362.275879
	Iteration 6Q: 3 clusters Score -9165490 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -9166710.000000 Penalty: 5362.275879
	Iteration 7Q: 3 clusters Score -9166710 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -9168254.000000 Penalty: 5362.275879
	Iteration 8F: 3 clusters Score -9168254 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -9170339.000000 Penalty: 5362.275879
	Iteration 9F: 3 clusters Score -9170339 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -9172741.000000 Penalty: 5362.275879
	Iteration 10F: 3 clusters Score -9172741 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -9174625.000000 Penalty: 5362.275879
	Iteration 11F: 3 clusters Score -9174625 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -9175700.000000 Penalty: 5362.275879
	Iteration 12Q: 3 clusters Score -9175700 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -9176131.000000 Penalty: 5362.275879
	Iteration 13Q: 3 clusters Score -9176131 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -9176467.000000 Penalty: 5362.275879
	Iteration 14Q: 3 clusters Score -9176467 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -9176726.000000 Penalty: 5362.275879
	Iteration 15Q: 3 clusters Score -9176726 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -9176992.000000 Penalty: 5362.275879
	Iteration 16Q: 3 clusters Score -9176992 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -9177176.000000 Penalty: 5362.275879
	Iteration 17Q: 3 clusters Score -9177176 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -9177324.000000 Penalty: 5362.275879
	Iteration 18Q: 3 clusters Score -9177324 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -9177446.000000 Penalty: 5362.275879
	Iteration 19Q: 3 clusters Score -9177446 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -9177526.000000 Penalty: 5362.275879
	Iteration 20F: 3 clusters Score -9177526 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -9177646.000000 Penalty: 5362.275879
	Iteration 21Q: 3 clusters Score -9177646 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -9177765.000000 Penalty: 5362.275879
	Iteration 22Q: 3 clusters Score -9177765 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -9177860.000000 Penalty: 5362.275879
	Iteration 23Q: 3 clusters Score -9177860 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -9177915.000000 Penalty: 5362.275879
	Iteration 24Q: 3 clusters Score -9177915 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -9177954.000000 Penalty: 5362.275879
	Iteration 25Q: 3 clusters Score -9177954 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -9177954.000000 Penalty: 5362.275879
	Iteration 26Q: 3 clusters Score -9177954 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -9177954.000000 Penalty: 5362.275879
	Iteration 27Q: 3 clusters Score -9177954 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -9177980.000000 Penalty: 5362.275879
	Iteration 28Q: 3 clusters Score -9177980 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -9178008.000000 Penalty: 5362.275879
	Iteration 29Q: 3 clusters Score -9178008 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -9178023.000000 Penalty: 5362.275879
	Iteration 30Q: 3 clusters Score -9178023 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -9178034.000000 Penalty: 5362.275879
	Iteration 31Q: 3 clusters Score -9178034 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -9178030.000000 Penalty: 5362.275879
	Iteration 32Q: 3 clusters Score -9178030 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -9178033.000000 Penalty: 5362.275879
	Iteration 33Q: 3 clusters Score -9178033 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -9178053.000000 Penalty: 5362.275879
	Iteration 34Q: 3 clusters Score -9178053 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -9178065.000000 Penalty: 5362.275879
	Iteration 35Q: 3 clusters Score -9178065 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -9178084.000000 Penalty: 5362.275879
	Iteration 36Q: 3 clusters Score -9178084 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -9178101.000000 Penalty: 5362.275879
	Iteration 37Q: 3 clusters Score -9178101 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -9178093.000000 Penalty: 5362.275879
	Iteration 38Q: 3 clusters Score -9178093 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -9178107.000000 Penalty: 5362.275879
	Iteration 39Q: 3 clusters Score -9178107 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -9178110.000000 Penalty: 5362.275879
	Iteration 40F: 3 clusters Score -9178110 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -9178119.000000 Penalty: 5362.275879
	Iteration 41Q: 3 clusters Score -9178119 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -9178134.000000 Penalty: 5362.275879
	Iteration 42Q: 3 clusters Score -9178134 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -9178160.000000 Penalty: 5362.275879
	Iteration 43Q: 3 clusters Score -9178160 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -9178173.000000 Penalty: 5362.275879
	Iteration 44Q: 3 clusters Score -9178173 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -9178197.000000 Penalty: 5362.275879
	Iteration 45Q: 3 clusters Score -9178197 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -9178212.000000 Penalty: 5362.275879
	Iteration 46Q: 3 clusters Score -9178212 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -9178232.000000 Penalty: 5362.275879
	Iteration 47Q: 3 clusters Score -9178232 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -9178245.000000 Penalty: 5362.275879
	Iteration 48Q: 3 clusters Score -9178245 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -9178252.000000 Penalty: 5362.275879
	Iteration 49Q: 3 clusters Score -9178252 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -9178293.000000 Penalty: 5362.275879
	Iteration 50Q: 3 clusters Score -9178293 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -9178295.000000 Penalty: 5362.275879
	Iteration 51Q: 3 clusters Score -9178295 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -9178294.000000 Penalty: 5362.275879
	Iteration 52Q: 3 clusters Score -9178294 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -9178298.000000 Penalty: 5362.275879
	Iteration 53Q: 3 clusters Score -9178298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -9178289.000000 Penalty: 5362.275879
	Iteration 54Q: 3 clusters Score -9178289 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -9178300.000000 Penalty: 5362.275879
	Iteration 55Q: 3 clusters Score -9178300 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -9178334.000000 Penalty: 5362.275879
	Iteration 56Q: 3 clusters Score -9178334 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -9178340.000000 Penalty: 5362.275879
	Iteration 57Q: 3 clusters Score -9178340 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -9178370.000000 Penalty: 5362.275879
	Iteration 58Q: 3 clusters Score -9178370 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -9178381.000000 Penalty: 5362.275879
	Iteration 59Q: 3 clusters Score -9178381 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -9178386.000000 Penalty: 5362.275879
	Iteration 60F: 3 clusters Score -9178386 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -9178421.000000 Penalty: 5362.275879
	Iteration 61Q: 3 clusters Score -9178421 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -9178454.000000 Penalty: 5362.275879
	Iteration 62Q: 3 clusters Score -9178454 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -9178471.000000 Penalty: 5362.275879
	Iteration 63Q: 3 clusters Score -9178471 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -9178508.000000 Penalty: 5362.275879
	Iteration 64Q: 3 clusters Score -9178508 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -9178530.000000 Penalty: 5362.275879
	Iteration 65Q: 3 clusters Score -9178530 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -9178539.000000 Penalty: 5362.275879
	Iteration 66Q: 3 clusters Score -9178539 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -9178570.000000 Penalty: 5362.275879
	Iteration 67Q: 3 clusters Score -9178570 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -9178612.000000 Penalty: 5362.275879
	Iteration 68Q: 3 clusters Score -9178612 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -9178615.000000 Penalty: 5362.275879
	Iteration 69Q: 3 clusters Score -9178615 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -9178655.000000 Penalty: 5362.275879
	Iteration 70Q: 3 clusters Score -9178655 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -9178665.000000 Penalty: 5362.275879
	Iteration 71Q: 3 clusters Score -9178665 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -9178690.000000 Penalty: 5362.275879
	Iteration 72Q: 3 clusters Score -9178690 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -9178685.000000 Penalty: 5362.275879
	Iteration 73Q: 3 clusters Score -9178685 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -9178696.000000 Penalty: 5362.275879
	Iteration 74Q: 3 clusters Score -9178696 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -9178709.000000 Penalty: 5362.275879
	Iteration 75Q: 3 clusters Score -9178709 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -9178741.000000 Penalty: 5362.275879
	Iteration 76Q: 3 clusters Score -9178741 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -9178757.000000 Penalty: 5362.275879
	Iteration 77Q: 3 clusters Score -9178757 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -9178772.000000 Penalty: 5362.275879
	Iteration 78Q: 3 clusters Score -9178772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -9178789.000000 Penalty: 5362.275879
	Iteration 79Q: 3 clusters Score -9178789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -9178786.000000 Penalty: 5362.275879
	Iteration 80F: 3 clusters Score -9178786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -9178799.000000 Penalty: 5362.275879
	Iteration 81Q: 3 clusters Score -9178799 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -9178812.000000 Penalty: 5362.275879
	Iteration 82Q: 3 clusters Score -9178812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -9178807.000000 Penalty: 5362.275879
	Iteration 83Q: 3 clusters Score -9178807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -9178800.000000 Penalty: 5362.275879
	Iteration 84Q: 3 clusters Score -9178800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -9178805.000000 Penalty: 5362.275879
	Iteration 85Q: 3 clusters Score -9178805 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -9178795.000000 Penalty: 5362.275879
	Iteration 86Q: 3 clusters Score -9178795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -9178791.000000 Penalty: 5362.275879
	Iteration 87Q: 3 clusters Score -9178791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -9178789.000000 Penalty: 5362.275879
	Iteration 88Q: 3 clusters Score -9178789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -9178788.000000 Penalty: 5362.275879
	Iteration 89Q: 3 clusters Score -9178788 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -9178803.000000 Penalty: 5362.275879
	Iteration 90Q: 3 clusters Score -9178803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -9178816.000000 Penalty: 5362.275879
	Iteration 91Q: 3 clusters Score -9178816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -9178823.000000 Penalty: 5362.275879
	Iteration 92Q: 3 clusters Score -9178823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -9178816.000000 Penalty: 5362.275879
	Iteration 93Q: 3 clusters Score -9178816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -9178822.000000 Penalty: 5362.275879
	Iteration 94Q: 3 clusters Score -9178822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -9178828.000000 Penalty: 5362.275879
	Iteration 95Q: 3 clusters Score -9178828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -9178845.000000 Penalty: 5362.275879
	Iteration 96Q: 3 clusters Score -9178845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -9178841.000000 Penalty: 5362.275879
	Iteration 97Q: 3 clusters Score -9178841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -9178851.000000 Penalty: 5362.275879
	Iteration 98Q: 3 clusters Score -9178851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -9178852.000000 Penalty: 5362.275879
	Iteration 99Q: 3 clusters Score -9178852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -9178843.000000 Penalty: 5362.275879
	Iteration 100F: 3 clusters Score -9178843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -9178846.000000 Penalty: 5362.275879
	Iteration 101Q: 3 clusters Score -9178846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -9178863.000000 Penalty: 5362.275879
	Iteration 102Q: 3 clusters Score -9178863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -9178847.000000 Penalty: 5362.275879
	Iteration 103Q: 3 clusters Score -9178847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -9178867.000000 Penalty: 5362.275879
	Iteration 104Q: 3 clusters Score -9178867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -9178867.000000 Penalty: 5362.275879
	Iteration 105Q: 3 clusters Score -9178867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -9178857.000000 Penalty: 5362.275879
	Iteration 106Q: 3 clusters Score -9178857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -9178859.000000 Penalty: 5362.275879
	Iteration 107Q: 3 clusters Score -9178859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -9178839.000000 Penalty: 5362.275879
	Iteration 108Q: 3 clusters Score -9178839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -9178853.000000 Penalty: 5362.275879
	Iteration 109Q: 3 clusters Score -9178853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -9178855.000000 Penalty: 5362.275879
	Iteration 110Q: 3 clusters Score -9178855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -9178852.000000 Penalty: 5362.275879
	Iteration 111Q: 3 clusters Score -9178852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -9178850.000000 Penalty: 5362.275879
	Iteration 112Q: 3 clusters Score -9178850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -9178857.000000 Penalty: 5362.275879
	Iteration 113Q: 3 clusters Score -9178857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -9178852.000000 Penalty: 5362.275879
	Iteration 114Q: 3 clusters Score -9178852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -9178850.000000 Penalty: 5362.275879
	Iteration 115Q: 3 clusters Score -9178850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -9178848.000000 Penalty: 5362.275879
	Iteration 116Q: 3 clusters Score -9178848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -9178851.000000 Penalty: 5362.275879
	Iteration 117Q: 3 clusters Score -9178851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -9178852.000000 Penalty: 5362.275879
	Iteration 118Q: 3 clusters Score -9178852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -9178852.000000 Penalty: 5362.275879
	Iteration 119F: 3 clusters Score -9178852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -189232.375000 Penalty: 1733.355103
	Iteration 0F: 2 clusters Score -189232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -187277.765625 Penalty: 3466.710205
	Iteration 0F: 3 clusters Score -187277.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -187624.406250 Penalty: 3466.710205
	Iteration 1F: 3 clusters Score -187624.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -187749.687500 Penalty: 3466.710205
	Iteration 2F: 3 clusters Score -187749.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -187848.203125 Penalty: 3466.710205
	Iteration 3F: 3 clusters Score -187848.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -187900.953125 Penalty: 3466.710205
	Iteration 4Q: 3 clusters Score -187901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -187956.062500 Penalty: 3466.710205
	Iteration 5Q: 3 clusters Score -187956.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -188011.328125 Penalty: 3466.710205
	Iteration 6Q: 3 clusters Score -188011.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -188060.812500 Penalty: 3466.710205
	Iteration 7Q: 3 clusters Score -188060.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -188097.671875 Penalty: 3466.710205
	Iteration 8Q: 3 clusters Score -188097.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -188130.515625 Penalty: 3466.710205
	Iteration 9Q: 3 clusters Score -188130.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -188162.390625 Penalty: 3466.710205
	Iteration 10Q: 3 clusters Score -188162.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -188186.156250 Penalty: 3466.710205
	Iteration 11Q: 3 clusters Score -188186.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -188226.484375 Penalty: 3466.710205
	Iteration 12Q: 3 clusters Score -188226.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -188273.187500 Penalty: 3466.710205
	Iteration 13Q: 3 clusters Score -188273.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -188334.312500 Penalty: 3466.710205
	Iteration 14Q: 3 clusters Score -188334.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -188429.828125 Penalty: 3466.710205
	Iteration 15Q: 3 clusters Score -188429.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -188556.687500 Penalty: 3466.710205
	Iteration 16Q: 3 clusters Score -188556.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -188658.062500 Penalty: 3466.710205
	Iteration 17Q: 3 clusters Score -188658.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -188755.921875 Penalty: 3466.710205
	Iteration 18Q: 3 clusters Score -188755.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -188861.171875 Penalty: 3466.710205
	Iteration 19Q: 3 clusters Score -188861.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -188934.078125 Penalty: 3466.710205
	Iteration 20F: 3 clusters Score -188934.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -189002.468750 Penalty: 3466.710205
	Iteration 21Q: 3 clusters Score -189002.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -189062.218750 Penalty: 3466.710205
	Iteration 22Q: 3 clusters Score -189062.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -189075.703125 Penalty: 3466.710205
	Iteration 23Q: 3 clusters Score -189075.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -189089.359375 Penalty: 3466.710205
	Iteration 24Q: 3 clusters Score -189089.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -189137.421875 Penalty: 3466.710205
	Iteration 25Q: 3 clusters Score -189137.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -189163.437500 Penalty: 3466.710205
	Iteration 26Q: 3 clusters Score -189163.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -189167.000000 Penalty: 3466.710205
	Iteration 27Q: 3 clusters Score -189167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -189168.281250 Penalty: 3466.710205
	Iteration 28Q: 3 clusters Score -189168.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -189168.281250 Penalty: 3466.710205
	Iteration 29F: 3 clusters Score -189168.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -108706.539062 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -108706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -107183.234375 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -107183.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -107930.398438 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -107930.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -108569.281250 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -108569.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -108808.750000 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -108808.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -108904.304688 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -108904.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -108951.226562 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -108951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -108984.539062 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -108984.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -109003.257812 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -109003.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -109037.320312 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -109037.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -109070.226562 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -109070.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -109079.835938 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -109079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -109088.976562 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -109089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -109097.984375 Penalty: 3269.470215
	Iteration 12Q: 3 clusters Score -109098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -109097.984375 Penalty: 3269.470215
	Iteration 13F: 3 clusters Score -109098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 45171 members 
Mstep: Class 3 contains 48471 members 
Mstep: Class 4 contains 52004 members 
Mstep: Class 5 contains 47828 members 
Mstep: Class 6 contains 22898 members 
Mstep: Class 7 contains 49565 members 
Mstep: Class 8 contains 1085 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 47183 members 
Mstep: Class 11 contains 46778 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 47779 members 
Mstep: Class 15 contains 45689 members 
Mstep: Class 16 contains 16745 members 
Mstep: Class 17 contains 45223 members 
Mstep: Class 18 contains 2247 members 
Mstep: Class 19 contains 506 members 
Mstep: Class 20 contains 45075 members 
Mstep: Class 21 contains 27920 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 23 contains 42446 members 
Mstep: Class 24 contains 53595 members 
Mstep: Class 25 contains 281 members 
Entering Unmasked Estep 
Score: -126885488.000000 Penalty: 83433.343750
Splitting cluster 9 changes total score from -126879432.000000 to -126885488.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (47183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Entering Unmasked Estep 
Score: -8754080.000000 Penalty: 2668.923828
	Iteration 0F: 2 clusters Score -8754080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -8724938.000000 Penalty: 5337.847656
	Iteration 0F: 3 clusters Score -8724938 nChanged 21697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -8736986.000000 Penalty: 5337.847656
	Iteration 1F: 3 clusters Score -8736986 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -8737868.000000 Penalty: 5337.847656
	Iteration 2Q: 3 clusters Score -8737868 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -8739059.000000 Penalty: 5337.847656
	Iteration 3F: 3 clusters Score -8739059 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -8740915.000000 Penalty: 5337.847656
	Iteration 4F: 3 clusters Score -8740915 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -8743481.000000 Penalty: 5337.847656
	Iteration 5F: 3 clusters Score -8743481 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -8746638.000000 Penalty: 5337.847656
	Iteration 6F: 3 clusters Score -8746638 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -8749384.000000 Penalty: 5337.847656
	Iteration 7F: 3 clusters Score -8749384 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -8751448.000000 Penalty: 5337.847656
	Iteration 8Q: 3 clusters Score -8751448 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -8752364.000000 Penalty: 5337.847656
	Iteration 9Q: 3 clusters Score -8752364 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -8752659.000000 Penalty: 5337.847656
	Iteration 10Q: 3 clusters Score -8752659 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8752729.000000 Penalty: 5337.847656
	Iteration 11Q: 3 clusters Score -8752729 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8752692.000000 Penalty: 5337.847656
	Iteration 12Q: 3 clusters Score -8752692 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8752656.000000 Penalty: 5337.847656
	Iteration 13Q: 3 clusters Score -8752656 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8752622.000000 Penalty: 5337.847656
	Iteration 14Q: 3 clusters Score -8752622 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8752607.000000 Penalty: 5337.847656
	Iteration 15Q: 3 clusters Score -8752607 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8752604.000000 Penalty: 5337.847656
	Iteration 16Q: 3 clusters Score -8752604 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8752592.000000 Penalty: 5337.847656
	Iteration 17Q: 3 clusters Score -8752592 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8752571.000000 Penalty: 5337.847656
	Iteration 18Q: 3 clusters Score -8752571 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8752555.000000 Penalty: 5337.847656
	Iteration 19Q: 3 clusters Score -8752555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8752543.000000 Penalty: 5337.847656
	Iteration 20F: 3 clusters Score -8752543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8752519.000000 Penalty: 5337.847656
	Iteration 21Q: 3 clusters Score -8752519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8752495.000000 Penalty: 5337.847656
	Iteration 22Q: 3 clusters Score -8752495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8752499.000000 Penalty: 5337.847656
	Iteration 23Q: 3 clusters Score -8752499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8752507.000000 Penalty: 5337.847656
	Iteration 24Q: 3 clusters Score -8752507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8752508.000000 Penalty: 5337.847656
	Iteration 25Q: 3 clusters Score -8752508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8752503.000000 Penalty: 5337.847656
	Iteration 26Q: 3 clusters Score -8752503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8752508.000000 Penalty: 5337.847656
	Iteration 27Q: 3 clusters Score -8752508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8752511.000000 Penalty: 5337.847656
	Iteration 28Q: 3 clusters Score -8752511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8752502.000000 Penalty: 5337.847656
	Iteration 29Q: 3 clusters Score -8752502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8752486.000000 Penalty: 5337.847656
	Iteration 30Q: 3 clusters Score -8752486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8752490.000000 Penalty: 5337.847656
	Iteration 31Q: 3 clusters Score -8752490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8752492.000000 Penalty: 5337.847656
	Iteration 32Q: 3 clusters Score -8752492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8752479.000000 Penalty: 5337.847656
	Iteration 33Q: 3 clusters Score -8752479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8752490.000000 Penalty: 5337.847656
	Iteration 34Q: 3 clusters Score -8752490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8752492.000000 Penalty: 5337.847656
	Iteration 35Q: 3 clusters Score -8752492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8752486.000000 Penalty: 5337.847656
	Iteration 36Q: 3 clusters Score -8752486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8752481.000000 Penalty: 5337.847656
	Iteration 37Q: 3 clusters Score -8752481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8752477.000000 Penalty: 5337.847656
	Iteration 38Q: 3 clusters Score -8752477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8752477.000000 Penalty: 5337.847656
	Iteration 39F: 3 clusters Score -8752477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Entering Unmasked Estep 
Score: -8627281.000000 Penalty: 2666.785645
	Iteration 0F: 2 clusters Score -8627281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -8597371.000000 Penalty: 5333.571289
	Iteration 0F: 3 clusters Score -8597371 nChanged 21540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -8609071.000000 Penalty: 5333.571289
	Iteration 1F: 3 clusters Score -8609071 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -8609503.000000 Penalty: 5333.571289
	Iteration 2Q: 3 clusters Score -8609503 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -8609921.000000 Penalty: 5333.571289
	Iteration 3Q: 3 clusters Score -8609921 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -8610352.000000 Penalty: 5333.571289
	Iteration 4Q: 3 clusters Score -8610352 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -8610745.000000 Penalty: 5333.571289
	Iteration 5Q: 3 clusters Score -8610745 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -8611319.000000 Penalty: 5333.571289
	Iteration 6Q: 3 clusters Score -8611319 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -8612027.000000 Penalty: 5333.571289
	Iteration 7Q: 3 clusters Score -8612027 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -8612944.000000 Penalty: 5333.571289
	Iteration 8Q: 3 clusters Score -8612944 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -8614191.000000 Penalty: 5333.571289
	Iteration 9Q: 3 clusters Score -8614191 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -8615881.000000 Penalty: 5333.571289
	Iteration 10F: 3 clusters Score -8615881 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -8617968.000000 Penalty: 5333.571289
	Iteration 11F: 3 clusters Score -8617968 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -8619778.000000 Penalty: 5333.571289
	Iteration 12F: 3 clusters Score -8619778 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -8621187.000000 Penalty: 5333.571289
	Iteration 13F: 3 clusters Score -8621187 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -8621909.000000 Penalty: 5333.571289
	Iteration 14Q: 3 clusters Score -8621909 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -8622223.000000 Penalty: 5333.571289
	Iteration 15Q: 3 clusters Score -8622223 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -8622450.000000 Penalty: 5333.571289
	Iteration 16Q: 3 clusters Score -8622450 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -8622591.000000 Penalty: 5333.571289
	Iteration 17Q: 3 clusters Score -8622591 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -8622740.000000 Penalty: 5333.571289
	Iteration 18Q: 3 clusters Score -8622740 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -8622814.000000 Penalty: 5333.571289
	Iteration 19Q: 3 clusters Score -8622814 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -8622937.000000 Penalty: 5333.571289
	Iteration 20F: 3 clusters Score -8622937 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -8623109.000000 Penalty: 5333.571289
	Iteration 21Q: 3 clusters Score -8623109 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -8623297.000000 Penalty: 5333.571289
	Iteration 22Q: 3 clusters Score -8623297 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -8623488.000000 Penalty: 5333.571289
	Iteration 23Q: 3 clusters Score -8623488 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -8623663.000000 Penalty: 5333.571289
	Iteration 24Q: 3 clusters Score -8623663 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -8623798.000000 Penalty: 5333.571289
	Iteration 25Q: 3 clusters Score -8623798 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -8623976.000000 Penalty: 5333.571289
	Iteration 26Q: 3 clusters Score -8623976 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -8624141.000000 Penalty: 5333.571289
	Iteration 27Q: 3 clusters Score -8624141 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -8624366.000000 Penalty: 5333.571289
	Iteration 28Q: 3 clusters Score -8624366 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -8624533.000000 Penalty: 5333.571289
	Iteration 29Q: 3 clusters Score -8624533 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -8624751.000000 Penalty: 5333.571289
	Iteration 30Q: 3 clusters Score -8624751 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -8624944.000000 Penalty: 5333.571289
	Iteration 31Q: 3 clusters Score -8624944 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -8625109.000000 Penalty: 5333.571289
	Iteration 32Q: 3 clusters Score -8625109 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -8625232.000000 Penalty: 5333.571289
	Iteration 33Q: 3 clusters Score -8625232 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -8625363.000000 Penalty: 5333.571289
	Iteration 34Q: 3 clusters Score -8625363 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -8625453.000000 Penalty: 5333.571289
	Iteration 35Q: 3 clusters Score -8625453 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -8625562.000000 Penalty: 5333.571289
	Iteration 36Q: 3 clusters Score -8625562 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -8625656.000000 Penalty: 5333.571289
	Iteration 37Q: 3 clusters Score -8625656 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -8625720.000000 Penalty: 5333.571289
	Iteration 38Q: 3 clusters Score -8625720 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -8625779.000000 Penalty: 5333.571289
	Iteration 39Q: 3 clusters Score -8625779 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -8625857.000000 Penalty: 5333.571289
	Iteration 40F: 3 clusters Score -8625857 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -8625906.000000 Penalty: 5333.571289
	Iteration 41Q: 3 clusters Score -8625906 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -8625988.000000 Penalty: 5333.571289
	Iteration 42Q: 3 clusters Score -8625988 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -8626023.000000 Penalty: 5333.571289
	Iteration 43Q: 3 clusters Score -8626023 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -8626068.000000 Penalty: 5333.571289
	Iteration 44Q: 3 clusters Score -8626068 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -8626107.000000 Penalty: 5333.571289
	Iteration 45Q: 3 clusters Score -8626107 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -8626145.000000 Penalty: 5333.571289
	Iteration 46Q: 3 clusters Score -8626145 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -8626176.000000 Penalty: 5333.571289
	Iteration 47Q: 3 clusters Score -8626176 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -8626211.000000 Penalty: 5333.571289
	Iteration 48Q: 3 clusters Score -8626211 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -8626225.000000 Penalty: 5333.571289
	Iteration 49Q: 3 clusters Score -8626225 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -8626284.000000 Penalty: 5333.571289
	Iteration 50Q: 3 clusters Score -8626284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -8626325.000000 Penalty: 5333.571289
	Iteration 51Q: 3 clusters Score -8626325 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8626341 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8626346 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8626361 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -8626391.000000 Penalty: 5333.571289
	Iteration 55Q: 3 clusters Score -8626391 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8626407 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -8626405.000000 Penalty: 5333.571289
	Iteration 57Q: 3 clusters Score -8626405 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -8626427.000000 Penalty: 5333.571289
	Iteration 58Q: 3 clusters Score -8626427 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -8626443.000000 Penalty: 5333.571289
	Iteration 59Q: 3 clusters Score -8626443 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -8626462.000000 Penalty: 5333.571289
	Iteration 60F: 3 clusters Score -8626462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8626474 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -8626489.000000 Penalty: 5333.571289
	Iteration 62Q: 3 clusters Score -8626489 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -8626520.000000 Penalty: 5333.571289
	Iteration 63Q: 3 clusters Score -8626520 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8626535 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8626550 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -8626556.000000 Penalty: 5333.571289
	Iteration 66Q: 3 clusters Score -8626556 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -8626590.000000 Penalty: 5333.571289
	Iteration 67Q: 3 clusters Score -8626590 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -8626611.000000 Penalty: 5333.571289
	Iteration 68Q: 3 clusters Score -8626611 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -8626641.000000 Penalty: 5333.571289
	Iteration 69Q: 3 clusters Score -8626641 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -8626679.000000 Penalty: 5333.571289
	Iteration 70Q: 3 clusters Score -8626679 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -8626695.000000 Penalty: 5333.571289
	Iteration 71Q: 3 clusters Score -8626695 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -8626709.000000 Penalty: 5333.571289
	Iteration 72Q: 3 clusters Score -8626709 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -8626720.000000 Penalty: 5333.571289
	Iteration 73Q: 3 clusters Score -8626720 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8626739.000000 Penalty: 5333.571289
	Iteration 74Q: 3 clusters Score -8626739 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -8626726.000000 Penalty: 5333.571289
	Iteration 75Q: 3 clusters Score -8626726 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8626708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8626704 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -8626701.000000 Penalty: 5333.571289
	Iteration 78Q: 3 clusters Score -8626701 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8626708 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -8626702.000000 Penalty: 5333.571289
	Iteration 80F: 3 clusters Score -8626702 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8626711.000000 Penalty: 5333.571289
	Iteration 81Q: 3 clusters Score -8626711 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -8626700.000000 Penalty: 5333.571289
	Iteration 82Q: 3 clusters Score -8626700 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8626705.000000 Penalty: 5333.571289
	Iteration 83Q: 3 clusters Score -8626705 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8626737 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -8626729.000000 Penalty: 5333.571289
	Iteration 85Q: 3 clusters Score -8626729 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8626696 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8626707 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8626701 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8626678 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8626681 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8626683 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8626675 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -8626648.000000 Penalty: 5333.571289
	Iteration 93Q: 3 clusters Score -8626648 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8626631.000000 Penalty: 5333.571289
	Iteration 94Q: 3 clusters Score -8626631 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -8626626.000000 Penalty: 5333.571289
	Iteration 95Q: 3 clusters Score -8626626 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8626594.000000 Penalty: 5333.571289
	Iteration 96Q: 3 clusters Score -8626594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -8626573.000000 Penalty: 5333.571289
	Iteration 97Q: 3 clusters Score -8626573 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -8626565.000000 Penalty: 5333.571289
	Iteration 98Q: 3 clusters Score -8626565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8626528.000000 Penalty: 5333.571289
	Iteration 99Q: 3 clusters Score -8626528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8626506.000000 Penalty: 5333.571289
	Iteration 100F: 3 clusters Score -8626506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8626487.000000 Penalty: 5333.571289
	Iteration 101Q: 3 clusters Score -8626487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -8626481.000000 Penalty: 5333.571289
	Iteration 102Q: 3 clusters Score -8626481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8626450.000000 Penalty: 5333.571289
	Iteration 103Q: 3 clusters Score -8626450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8626452.000000 Penalty: 5333.571289
	Iteration 104Q: 3 clusters Score -8626452 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -8626441.000000 Penalty: 5333.571289
	Iteration 105Q: 3 clusters Score -8626441 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8626429.000000 Penalty: 5333.571289
	Iteration 106Q: 3 clusters Score -8626429 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8626416.000000 Penalty: 5333.571289
	Iteration 107Q: 3 clusters Score -8626416 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8626396.000000 Penalty: 5333.571289
	Iteration 108Q: 3 clusters Score -8626396 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8626381.000000 Penalty: 5333.571289
	Iteration 109Q: 3 clusters Score -8626381 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8626374.000000 Penalty: 5333.571289
	Iteration 110Q: 3 clusters Score -8626374 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45039 members 
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Entering Unmasked Estep 
Score: -8626360.000000 Penalty: 5333.571289
	Iteration 111Q: 3 clusters Score -8626360 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8626343.000000 Penalty: 5333.571289
	Iteration 112Q: 3 clusters Score -8626343 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8626337.000000 Penalty: 5333.571289
	Iteration 113Q: 3 clusters Score -8626337 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8626333.000000 Penalty: 5333.571289
	Iteration 114Q: 3 clusters Score -8626333 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8626339.000000 Penalty: 5333.571289
	Iteration 115Q: 3 clusters Score -8626339 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8626341.000000 Penalty: 5333.571289
	Iteration 116Q: 3 clusters Score -8626341 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8626320.000000 Penalty: 5333.571289
	Iteration 117Q: 3 clusters Score -8626320 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8626321.000000 Penalty: 5333.571289
	Iteration 118Q: 3 clusters Score -8626321 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8626316.000000 Penalty: 5333.571289
	Iteration 119Q: 3 clusters Score -8626316 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8626305.000000 Penalty: 5333.571289
	Iteration 120F: 3 clusters Score -8626305 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8626306.000000 Penalty: 5333.571289
	Iteration 121Q: 3 clusters Score -8626306 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8626299.000000 Penalty: 5333.571289
	Iteration 122Q: 3 clusters Score -8626299 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8626287.000000 Penalty: 5333.571289
	Iteration 123Q: 3 clusters Score -8626287 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8626293.000000 Penalty: 5333.571289
	Iteration 124Q: 3 clusters Score -8626293 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8626285.000000 Penalty: 5333.571289
	Iteration 125Q: 3 clusters Score -8626285 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8626284.000000 Penalty: 5333.571289
	Iteration 126Q: 3 clusters Score -8626284 nChanged 4
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Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8626279.000000 Penalty: 5333.571289
	Iteration 127Q: 3 clusters Score -8626279 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8626276.000000 Penalty: 5333.571289
	Iteration 128Q: 3 clusters Score -8626276 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8626271.000000 Penalty: 5333.571289
	Iteration 129Q: 3 clusters Score -8626271 nChanged 10
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Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8626262 nChanged 8
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Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8626252.000000 Penalty: 5333.571289
	Iteration 131Q: 3 clusters Score -8626252 nChanged 6
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Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8626261.000000 Penalty: 5333.571289
	Iteration 132Q: 3 clusters Score -8626261 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8626267.000000 Penalty: 5333.571289
	Iteration 133Q: 3 clusters Score -8626267 nChanged 10
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Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8626254.000000 Penalty: 5333.571289
	Iteration 134Q: 3 clusters Score -8626254 nChanged 14
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Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8626251.000000 Penalty: 5333.571289
	Iteration 135Q: 3 clusters Score -8626251 nChanged 13
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Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8626249.000000 Penalty: 5333.571289
	Iteration 136Q: 3 clusters Score -8626249 nChanged 4
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Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8626255.000000 Penalty: 5333.571289
	Iteration 137Q: 3 clusters Score -8626255 nChanged 4
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Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8626241.000000 Penalty: 5333.571289
	Iteration 138Q: 3 clusters Score -8626241 nChanged 3
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8626243 nChanged 2
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Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8626249 nChanged 1
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8626247 nChanged 1
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Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8626244.000000 Penalty: 5333.571289
	Iteration 142Q: 3 clusters Score -8626244 nChanged 2
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8626233 nChanged 1
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Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8626235.000000 Penalty: 5333.571289
	Iteration 144Q: 3 clusters Score -8626235 nChanged 3
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Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8626230.000000 Penalty: 5333.571289
	Iteration 145Q: 3 clusters Score -8626230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8626223.000000 Penalty: 5333.571289
	Iteration 146Q: 3 clusters Score -8626223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8626218.000000 Penalty: 5333.571289
	Iteration 147Q: 3 clusters Score -8626218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8626216.000000 Penalty: 5333.571289
	Iteration 148Q: 3 clusters Score -8626216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8626210.000000 Penalty: 5333.571289
	Iteration 149Q: 3 clusters Score -8626210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8626209.000000 Penalty: 5333.571289
	Iteration 150Q: 3 clusters Score -8626209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8626205.000000 Penalty: 5333.571289
	Iteration 151Q: 3 clusters Score -8626205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8626201.000000 Penalty: 5333.571289
	Iteration 152Q: 3 clusters Score -8626201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8626191.000000 Penalty: 5333.571289
	Iteration 153Q: 3 clusters Score -8626191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8626189.000000 Penalty: 5333.571289
	Iteration 154Q: 3 clusters Score -8626189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8626189.000000 Penalty: 5333.571289
	Iteration 155Q: 3 clusters Score -8626189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8626189.000000 Penalty: 5333.571289
	Iteration 156Q: 3 clusters Score -8626189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8626189.000000 Penalty: 5333.571289
	Iteration 157Q: 3 clusters Score -8626189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8626188.000000 Penalty: 5333.571289
	Iteration 158Q: 3 clusters Score -8626188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8626189.000000 Penalty: 5333.571289
	Iteration 159Q: 3 clusters Score -8626189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8626191.000000 Penalty: 5333.571289
	Iteration 160F: 3 clusters Score -8626191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8626188.000000 Penalty: 5333.571289
	Iteration 161Q: 3 clusters Score -8626188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8626192.000000 Penalty: 5333.571289
	Iteration 162Q: 3 clusters Score -8626192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8626196.000000 Penalty: 5333.571289
	Iteration 163Q: 3 clusters Score -8626196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8626194.000000 Penalty: 5333.571289
	Iteration 164Q: 3 clusters Score -8626194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8626199.000000 Penalty: 5333.571289
	Iteration 165Q: 3 clusters Score -8626199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8626199.000000 Penalty: 5333.571289
	Iteration 166F: 3 clusters Score -8626199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -19116.906250 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -19116.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18101.101562 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -18101.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18318.054688 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -18318.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18451.957031 Penalty: 2714.246094
	Iteration 2F: 3 clusters Score -18451.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18474.031250 Penalty: 2714.246094
	Iteration 3Q: 3 clusters Score -18474.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18491.998047 Penalty: 2714.246094
	Iteration 4Q: 3 clusters Score -18492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18511.291016 Penalty: 2714.246094
	Iteration 5Q: 3 clusters Score -18511.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18533.208984 Penalty: 2714.246094
	Iteration 6Q: 3 clusters Score -18533.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18533.208984 Penalty: 2714.246094
	Iteration 7F: 3 clusters Score -18533.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -100077.320312 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -100077.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -98462.132812 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -98462.13 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -98902.203125 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -98902.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -99064.734375 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -99064.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -99272.710938 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -99272.71 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99414.648438 Penalty: 3283.556396
	Iteration 4F: 3 clusters Score -99414.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99468.929688 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -99468.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99515.132812 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -99515.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -99557.953125 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -99557.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -99602.679688 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -99602.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -99646.304688 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -99646.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -99671.867188 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -99671.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -99703.343750 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -99703.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -99735.250000 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -99735.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -99758.625000 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -99758.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -99779.265625 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -99779.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99798.960938 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -99798.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99810.578125 Penalty: 3283.556396
	Iteration 16Q: 3 clusters Score -99810.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -99839.601562 Penalty: 3283.556396
	Iteration 17Q: 3 clusters Score -99839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -99854.125000 Penalty: 3283.556396
	Iteration 18Q: 3 clusters Score -99854.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -99865.632812 Penalty: 3283.556396
	Iteration 19Q: 3 clusters Score -99865.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99867.125000 Penalty: 3283.556396
	Iteration 20F: 3 clusters Score -99867.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -99881.523438 Penalty: 3283.556396
	Iteration 21Q: 3 clusters Score -99881.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99886.460938 Penalty: 3283.556396
	Iteration 22Q: 3 clusters Score -99886.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -99890.695312 Penalty: 3283.556396
	Iteration 23Q: 3 clusters Score -99890.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -99895.195312 Penalty: 3283.556396
	Iteration 24Q: 3 clusters Score -99895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -99901.500000 Penalty: 3283.556396
	Iteration 25Q: 3 clusters Score -99901.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -99901.500000 Penalty: 3283.556396
	Iteration 26F: 3 clusters Score -99901.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Entering Unmasked Estep 
Score: -8843671.000000 Penalty: 2672.036621
	Iteration 0F: 2 clusters Score -8843671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -8813737.000000 Penalty: 5344.073242
	Iteration 0F: 3 clusters Score -8813737 nChanged 22044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -8826169.000000 Penalty: 5344.073242
	Iteration 1F: 3 clusters Score -8826169 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -8826980.000000 Penalty: 5344.073242
	Iteration 2Q: 3 clusters Score -8826980 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -8827857.000000 Penalty: 5344.073242
	Iteration 3Q: 3 clusters Score -8827857 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -8828939.000000 Penalty: 5344.073242
	Iteration 4Q: 3 clusters Score -8828939 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -8830161.000000 Penalty: 5344.073242
	Iteration 5F: 3 clusters Score -8830161 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -8831672.000000 Penalty: 5344.073242
	Iteration 6F: 3 clusters Score -8831672 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -8833674.000000 Penalty: 5344.073242
	Iteration 7F: 3 clusters Score -8833674 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -8836053.000000 Penalty: 5344.073242
	Iteration 8F: 3 clusters Score -8836053 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -8838239.000000 Penalty: 5344.073242
	Iteration 9F: 3 clusters Score -8838239 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -8839408.000000 Penalty: 5344.073242
	Iteration 10Q: 3 clusters Score -8839408 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -8839908.000000 Penalty: 5344.073242
	Iteration 11Q: 3 clusters Score -8839908 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -8840124.000000 Penalty: 5344.073242
	Iteration 12Q: 3 clusters Score -8840124 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -8840251.000000 Penalty: 5344.073242
	Iteration 13Q: 3 clusters Score -8840251 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -8840365.000000 Penalty: 5344.073242
	Iteration 14Q: 3 clusters Score -8840365 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -8840457.000000 Penalty: 5344.073242
	Iteration 15Q: 3 clusters Score -8840457 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -8840527.000000 Penalty: 5344.073242
	Iteration 16Q: 3 clusters Score -8840527 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -8840620.000000 Penalty: 5344.073242
	Iteration 17Q: 3 clusters Score -8840620 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -8840617.000000 Penalty: 5344.073242
	Iteration 18Q: 3 clusters Score -8840617 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -8840659.000000 Penalty: 5344.073242
	Iteration 19Q: 3 clusters Score -8840659 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -8840679.000000 Penalty: 5344.073242
	Iteration 20F: 3 clusters Score -8840679 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -8840703.000000 Penalty: 5344.073242
	Iteration 21Q: 3 clusters Score -8840703 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -8840764.000000 Penalty: 5344.073242
	Iteration 22Q: 3 clusters Score -8840764 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -8840773.000000 Penalty: 5344.073242
	Iteration 23Q: 3 clusters Score -8840773 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -8840812.000000 Penalty: 5344.073242
	Iteration 24Q: 3 clusters Score -8840812 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -8840837.000000 Penalty: 5344.073242
	Iteration 25Q: 3 clusters Score -8840837 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -8840905.000000 Penalty: 5344.073242
	Iteration 26Q: 3 clusters Score -8840905 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -8840898.000000 Penalty: 5344.073242
	Iteration 27Q: 3 clusters Score -8840898 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -8840944.000000 Penalty: 5344.073242
	Iteration 28Q: 3 clusters Score -8840944 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -8840975.000000 Penalty: 5344.073242
	Iteration 29Q: 3 clusters Score -8840975 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -8841037.000000 Penalty: 5344.073242
	Iteration 30Q: 3 clusters Score -8841037 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -8841049.000000 Penalty: 5344.073242
	Iteration 31Q: 3 clusters Score -8841049 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -8841077.000000 Penalty: 5344.073242
	Iteration 32Q: 3 clusters Score -8841077 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -8841080.000000 Penalty: 5344.073242
	Iteration 33Q: 3 clusters Score -8841080 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -8841153.000000 Penalty: 5344.073242
	Iteration 34Q: 3 clusters Score -8841153 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -8841214.000000 Penalty: 5344.073242
	Iteration 35Q: 3 clusters Score -8841214 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -8841223.000000 Penalty: 5344.073242
	Iteration 36Q: 3 clusters Score -8841223 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -8841247.000000 Penalty: 5344.073242
	Iteration 37Q: 3 clusters Score -8841247 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -8841300.000000 Penalty: 5344.073242
	Iteration 38Q: 3 clusters Score -8841300 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -8841324.000000 Penalty: 5344.073242
	Iteration 39Q: 3 clusters Score -8841324 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -8841366.000000 Penalty: 5344.073242
	Iteration 40F: 3 clusters Score -8841366 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -8841391.000000 Penalty: 5344.073242
	Iteration 41Q: 3 clusters Score -8841391 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -8841430.000000 Penalty: 5344.073242
	Iteration 42Q: 3 clusters Score -8841430 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -8841472.000000 Penalty: 5344.073242
	Iteration 43Q: 3 clusters Score -8841472 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -8841518.000000 Penalty: 5344.073242
	Iteration 44Q: 3 clusters Score -8841518 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -8841529.000000 Penalty: 5344.073242
	Iteration 45Q: 3 clusters Score -8841529 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -8841574.000000 Penalty: 5344.073242
	Iteration 46Q: 3 clusters Score -8841574 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -8841625.000000 Penalty: 5344.073242
	Iteration 47Q: 3 clusters Score -8841625 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -8841662.000000 Penalty: 5344.073242
	Iteration 48Q: 3 clusters Score -8841662 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -8841694.000000 Penalty: 5344.073242
	Iteration 49Q: 3 clusters Score -8841694 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -8841706.000000 Penalty: 5344.073242
	Iteration 50Q: 3 clusters Score -8841706 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -8841721.000000 Penalty: 5344.073242
	Iteration 51Q: 3 clusters Score -8841721 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -8841767.000000 Penalty: 5344.073242
	Iteration 52Q: 3 clusters Score -8841767 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -8841812.000000 Penalty: 5344.073242
	Iteration 53Q: 3 clusters Score -8841812 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -8841875.000000 Penalty: 5344.073242
	Iteration 54Q: 3 clusters Score -8841875 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -8841932.000000 Penalty: 5344.073242
	Iteration 55Q: 3 clusters Score -8841932 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -8841963.000000 Penalty: 5344.073242
	Iteration 56Q: 3 clusters Score -8841963 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -8842006.000000 Penalty: 5344.073242
	Iteration 57Q: 3 clusters Score -8842006 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -8842052.000000 Penalty: 5344.073242
	Iteration 58Q: 3 clusters Score -8842052 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -8842117.000000 Penalty: 5344.073242
	Iteration 59Q: 3 clusters Score -8842117 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -8842171.000000 Penalty: 5344.073242
	Iteration 60F: 3 clusters Score -8842171 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -8842237.000000 Penalty: 5344.073242
	Iteration 61Q: 3 clusters Score -8842237 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -8842308.000000 Penalty: 5344.073242
	Iteration 62Q: 3 clusters Score -8842308 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -8842365.000000 Penalty: 5344.073242
	Iteration 63Q: 3 clusters Score -8842365 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -8842407.000000 Penalty: 5344.073242
	Iteration 64Q: 3 clusters Score -8842407 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -8842448.000000 Penalty: 5344.073242
	Iteration 65Q: 3 clusters Score -8842448 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -8842505.000000 Penalty: 5344.073242
	Iteration 66Q: 3 clusters Score -8842505 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -8842516.000000 Penalty: 5344.073242
	Iteration 67Q: 3 clusters Score -8842516 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -8842548.000000 Penalty: 5344.073242
	Iteration 68Q: 3 clusters Score -8842548 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -8842585.000000 Penalty: 5344.073242
	Iteration 69Q: 3 clusters Score -8842585 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -8842641.000000 Penalty: 5344.073242
	Iteration 70Q: 3 clusters Score -8842641 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -8842687.000000 Penalty: 5344.073242
	Iteration 71Q: 3 clusters Score -8842687 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -8842716.000000 Penalty: 5344.073242
	Iteration 72Q: 3 clusters Score -8842716 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -8842748.000000 Penalty: 5344.073242
	Iteration 73Q: 3 clusters Score -8842748 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -8842769.000000 Penalty: 5344.073242
	Iteration 74Q: 3 clusters Score -8842769 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -8842797.000000 Penalty: 5344.073242
	Iteration 75Q: 3 clusters Score -8842797 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -8842855.000000 Penalty: 5344.073242
	Iteration 76Q: 3 clusters Score -8842855 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -8842941.000000 Penalty: 5344.073242
	Iteration 77Q: 3 clusters Score -8842941 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -8843018.000000 Penalty: 5344.073242
	Iteration 78Q: 3 clusters Score -8843018 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -8843039.000000 Penalty: 5344.073242
	Iteration 79Q: 3 clusters Score -8843039 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -8843116.000000 Penalty: 5344.073242
	Iteration 80F: 3 clusters Score -8843116 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -8843118.000000 Penalty: 5344.073242
	Iteration 81Q: 3 clusters Score -8843118 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -8843090.000000 Penalty: 5344.073242
	Iteration 82Q: 3 clusters Score -8843090 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -8843096.000000 Penalty: 5344.073242
	Iteration 83Q: 3 clusters Score -8843096 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -8843056.000000 Penalty: 5344.073242
	Iteration 84Q: 3 clusters Score -8843056 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -8842954.000000 Penalty: 5344.073242
	Iteration 85Q: 3 clusters Score -8842954 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -8842878.000000 Penalty: 5344.073242
	Iteration 86Q: 3 clusters Score -8842878 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -8842824.000000 Penalty: 5344.073242
	Iteration 87Q: 3 clusters Score -8842824 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -8842744.000000 Penalty: 5344.073242
	Iteration 88Q: 3 clusters Score -8842744 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -8842688.000000 Penalty: 5344.073242
	Iteration 89Q: 3 clusters Score -8842688 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -8842664.000000 Penalty: 5344.073242
	Iteration 90Q: 3 clusters Score -8842664 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -8842615.000000 Penalty: 5344.073242
	Iteration 91Q: 3 clusters Score -8842615 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -8842589.000000 Penalty: 5344.073242
	Iteration 92Q: 3 clusters Score -8842589 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -8842541.000000 Penalty: 5344.073242
	Iteration 93Q: 3 clusters Score -8842541 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -8842504.000000 Penalty: 5344.073242
	Iteration 94Q: 3 clusters Score -8842504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -8842507.000000 Penalty: 5344.073242
	Iteration 95Q: 3 clusters Score -8842507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -8842482.000000 Penalty: 5344.073242
	Iteration 96Q: 3 clusters Score -8842482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -8842455.000000 Penalty: 5344.073242
	Iteration 97Q: 3 clusters Score -8842455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -8842452.000000 Penalty: 5344.073242
	Iteration 98Q: 3 clusters Score -8842452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -8842447.000000 Penalty: 5344.073242
	Iteration 99Q: 3 clusters Score -8842447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -8842440.000000 Penalty: 5344.073242
	Iteration 100F: 3 clusters Score -8842440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -8842437.000000 Penalty: 5344.073242
	Iteration 101Q: 3 clusters Score -8842437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -8842436.000000 Penalty: 5344.073242
	Iteration 102Q: 3 clusters Score -8842436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 46573 members 
Entering Unmasked Estep 
Score: -8842436.000000 Penalty: 5344.073242
	Iteration 103Q: 3 clusters Score -8842436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -8842432.000000 Penalty: 5344.073242
	Iteration 104Q: 3 clusters Score -8842432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -8842437.000000 Penalty: 5344.073242
	Iteration 105Q: 3 clusters Score -8842437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -8842430.000000 Penalty: 5344.073242
	Iteration 106Q: 3 clusters Score -8842430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 46611 members 
Entering Unmasked Estep 
Score: -8842418.000000 Penalty: 5344.073242
	Iteration 107Q: 3 clusters Score -8842418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -8842423.000000 Penalty: 5344.073242
	Iteration 108Q: 3 clusters Score -8842423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -8842434.000000 Penalty: 5344.073242
	Iteration 109Q: 3 clusters Score -8842434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -8842423.000000 Penalty: 5344.073242
	Iteration 110Q: 3 clusters Score -8842423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -8842396.000000 Penalty: 5344.073242
	Iteration 111Q: 3 clusters Score -8842396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -8842386.000000 Penalty: 5344.073242
	Iteration 112Q: 3 clusters Score -8842386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -8842389.000000 Penalty: 5344.073242
	Iteration 113Q: 3 clusters Score -8842389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -8842393.000000 Penalty: 5344.073242
	Iteration 114Q: 3 clusters Score -8842393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -8842391.000000 Penalty: 5344.073242
	Iteration 115Q: 3 clusters Score -8842391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -8842393.000000 Penalty: 5344.073242
	Iteration 116Q: 3 clusters Score -8842393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -8842379.000000 Penalty: 5344.073242
	Iteration 117Q: 3 clusters Score -8842379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -8842379.000000 Penalty: 5344.073242
	Iteration 118Q: 3 clusters Score -8842379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -8842376.000000 Penalty: 5344.073242
	Iteration 119Q: 3 clusters Score -8842376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -8842372.000000 Penalty: 5344.073242
	Iteration 120F: 3 clusters Score -8842372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -8842358.000000 Penalty: 5344.073242
	Iteration 121Q: 3 clusters Score -8842358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -8842357.000000 Penalty: 5344.073242
	Iteration 122Q: 3 clusters Score -8842357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -8842352.000000 Penalty: 5344.073242
	Iteration 123Q: 3 clusters Score -8842352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -8842352.000000 Penalty: 5344.073242
	Iteration 124F: 3 clusters Score -8842352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Entering Unmasked Estep 
Score: -8459005.000000 Penalty: 2660.944092
	Iteration 0F: 2 clusters Score -8459005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -8430021.000000 Penalty: 5321.888184
	Iteration 0F: 3 clusters Score -8430021 nChanged 20833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8441453 nChanged 1971
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8442002 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8442535 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8443090 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8443563 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8444201 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8444951 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8446102 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8447691 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8449413 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8450619 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8451329 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8451637 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8451898 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8452049 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8452254 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8452431 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8452620 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8452762 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8452907 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8453083 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -8453215.000000 Penalty: 5321.888184
	Iteration 22Q: 3 clusters Score -8453215 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8453332 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8453457 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8453562 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8453625 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8453749 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -8453812.000000 Penalty: 5321.888184
	Iteration 28Q: 3 clusters Score -8453812 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8453914 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8454007 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8454070 nChanged 276
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8454146 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8454195 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8454229 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8454267 nChanged 262
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8454289 nChanged 283
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8454352 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8454406 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8454454 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8454463 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8454538 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8454598 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8454686 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -8454733.000000 Penalty: 5321.888184
	Iteration 44Q: 3 clusters Score -8454733 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8454781 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8454820 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8454864 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8454913 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8454965 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8454990 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8455046 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -8455103.000000 Penalty: 5321.888184
	Iteration 52Q: 3 clusters Score -8455103 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -8455142.000000 Penalty: 5321.888184
	Iteration 53Q: 3 clusters Score -8455142 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8455210 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8455263 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8455293 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -8455402.000000 Penalty: 5321.888184
	Iteration 57Q: 3 clusters Score -8455402 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8455492 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -8455618.000000 Penalty: 5321.888184
	Iteration 59Q: 3 clusters Score -8455618 nChanged 427
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -8455739.000000 Penalty: 5321.888184
	Iteration 60F: 3 clusters Score -8455739 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -8455852.000000 Penalty: 5321.888184
	Iteration 61Q: 3 clusters Score -8455852 nChanged 389
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -8455991.000000 Penalty: 5321.888184
	Iteration 62Q: 3 clusters Score -8455991 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -8456107.000000 Penalty: 5321.888184
	Iteration 63Q: 3 clusters Score -8456107 nChanged 393
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -8456241.000000 Penalty: 5321.888184
	Iteration 64Q: 3 clusters Score -8456241 nChanged 380
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8456328 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8456447 nChanged 350
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8456562 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8456690 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8456746 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8456824 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8456882 nChanged 262
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Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8456947 nChanged 235
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8456995 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8456997 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -8457055.000000 Penalty: 5321.888184
	Iteration 75Q: 3 clusters Score -8457055 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -8457127.000000 Penalty: 5321.888184
	Iteration 76Q: 3 clusters Score -8457127 nChanged 155
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Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8457154 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8457160.000000 Penalty: 5321.888184
	Iteration 78Q: 3 clusters Score -8457160 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8457181.000000 Penalty: 5321.888184
	Iteration 79Q: 3 clusters Score -8457181 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8457207 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -8457198.000000 Penalty: 5321.888184
	Iteration 81Q: 3 clusters Score -8457198 nChanged 48
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Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8457194 nChanged 49
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Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8457203 nChanged 37
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Mstep: Class 1 contains 1580 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8457212 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8457209 nChanged 27
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Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -8457215.000000 Penalty: 5321.888184
	Iteration 86Q: 3 clusters Score -8457215 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8457221.000000 Penalty: 5321.888184
	Iteration 87Q: 3 clusters Score -8457221 nChanged 20
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Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -8457225.000000 Penalty: 5321.888184
	Iteration 88Q: 3 clusters Score -8457225 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8457224 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8457228 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8457218.000000 Penalty: 5321.888184
	Iteration 91Q: 3 clusters Score -8457218 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8457215 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8457220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -8457205.000000 Penalty: 5321.888184
	Iteration 94Q: 3 clusters Score -8457205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -8457219.000000 Penalty: 5321.888184
	Iteration 95Q: 3 clusters Score -8457219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -8457232.000000 Penalty: 5321.888184
	Iteration 96Q: 3 clusters Score -8457232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -8457225.000000 Penalty: 5321.888184
	Iteration 97Q: 3 clusters Score -8457225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -8457226.000000 Penalty: 5321.888184
	Iteration 98Q: 3 clusters Score -8457226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -8457229.000000 Penalty: 5321.888184
	Iteration 99Q: 3 clusters Score -8457229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -8457223.000000 Penalty: 5321.888184
	Iteration 100F: 3 clusters Score -8457223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -8457224.000000 Penalty: 5321.888184
	Iteration 101Q: 3 clusters Score -8457224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -8457220.000000 Penalty: 5321.888184
	Iteration 102Q: 3 clusters Score -8457220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -8457223.000000 Penalty: 5321.888184
	Iteration 103Q: 3 clusters Score -8457223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -8457215.000000 Penalty: 5321.888184
	Iteration 104Q: 3 clusters Score -8457215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -8457214.000000 Penalty: 5321.888184
	Iteration 105Q: 3 clusters Score -8457214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8457214.000000 Penalty: 5321.888184
	Iteration 106Q: 3 clusters Score -8457214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8457217.000000 Penalty: 5321.888184
	Iteration 107Q: 3 clusters Score -8457217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -8457225.000000 Penalty: 5321.888184
	Iteration 108Q: 3 clusters Score -8457225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -8457226.000000 Penalty: 5321.888184
	Iteration 109Q: 3 clusters Score -8457226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -8457225.000000 Penalty: 5321.888184
	Iteration 110Q: 3 clusters Score -8457225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -8457225.000000 Penalty: 5321.888184
	Iteration 111Q: 3 clusters Score -8457225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -8457231.000000 Penalty: 5321.888184
	Iteration 112Q: 3 clusters Score -8457231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -8457235.000000 Penalty: 5321.888184
	Iteration 113Q: 3 clusters Score -8457235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -8457228.000000 Penalty: 5321.888184
	Iteration 114Q: 3 clusters Score -8457228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -8457228.000000 Penalty: 5321.888184
	Iteration 115Q: 3 clusters Score -8457228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -8457228.000000 Penalty: 5321.888184
	Iteration 116F: 3 clusters Score -8457228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Entering Unmasked Estep 
Score: -3068655.000000 Penalty: 2412.011963
	Iteration 0F: 2 clusters Score -3068655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3056718.750000 Penalty: 4824.023926
	Iteration 0F: 3 clusters Score -3056719 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -3060480.250000 Penalty: 4824.023926
	Iteration 1F: 3 clusters Score -3060480 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3060769.250000 Penalty: 4824.023926
	Iteration 2F: 3 clusters Score -3060769 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3060971.500000 Penalty: 4824.023926
	Iteration 3Q: 3 clusters Score -3060972 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -3061123.250000 Penalty: 4824.023926
	Iteration 4Q: 3 clusters Score -3061123 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -3061230.000000 Penalty: 4824.023926
	Iteration 5Q: 3 clusters Score -3061230 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -3061333.000000 Penalty: 4824.023926
	Iteration 6Q: 3 clusters Score -3061333 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3061428.000000 Penalty: 4824.023926
	Iteration 7Q: 3 clusters Score -3061428 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3061530.250000 Penalty: 4824.023926
	Iteration 8Q: 3 clusters Score -3061530 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3061621.500000 Penalty: 4824.023926
	Iteration 9Q: 3 clusters Score -3061622 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -3061718.000000 Penalty: 4824.023926
	Iteration 10Q: 3 clusters Score -3061718 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -3061826.250000 Penalty: 4824.023926
	Iteration 11Q: 3 clusters Score -3061826 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3061954.000000 Penalty: 4824.023926
	Iteration 12Q: 3 clusters Score -3061954 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -3062096.250000 Penalty: 4824.023926
	Iteration 13Q: 3 clusters Score -3062096 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -3062293.500000 Penalty: 4824.023926
	Iteration 14Q: 3 clusters Score -3062294 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -3062590.750000 Penalty: 4824.023926
	Iteration 15Q: 3 clusters Score -3062591 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3062946.500000 Penalty: 4824.023926
	Iteration 16Q: 3 clusters Score -3062946 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -3063401.500000 Penalty: 4824.023926
	Iteration 17Q: 3 clusters Score -3063402 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3063931.000000 Penalty: 4824.023926
	Iteration 18Q: 3 clusters Score -3063931 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3064484.000000 Penalty: 4824.023926
	Iteration 19Q: 3 clusters Score -3064484 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3065002.750000 Penalty: 4824.023926
	Iteration 20F: 3 clusters Score -3065003 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3065478.500000 Penalty: 4824.023926
	Iteration 21Q: 3 clusters Score -3065478 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3065862.500000 Penalty: 4824.023926
	Iteration 22Q: 3 clusters Score -3065862 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3066124.750000 Penalty: 4824.023926
	Iteration 23Q: 3 clusters Score -3066125 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3066290.750000 Penalty: 4824.023926
	Iteration 24Q: 3 clusters Score -3066291 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3066383.250000 Penalty: 4824.023926
	Iteration 25Q: 3 clusters Score -3066383 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3066437.500000 Penalty: 4824.023926
	Iteration 26Q: 3 clusters Score -3066438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3066476.500000 Penalty: 4824.023926
	Iteration 27Q: 3 clusters Score -3066476 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3066505.250000 Penalty: 4824.023926
	Iteration 28Q: 3 clusters Score -3066505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3066527.250000 Penalty: 4824.023926
	Iteration 29Q: 3 clusters Score -3066527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3066543.500000 Penalty: 4824.023926
	Iteration 30Q: 3 clusters Score -3066544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3066557.000000 Penalty: 4824.023926
	Iteration 31Q: 3 clusters Score -3066557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3066569.750000 Penalty: 4824.023926
	Iteration 32Q: 3 clusters Score -3066570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3066576.000000 Penalty: 4824.023926
	Iteration 33Q: 3 clusters Score -3066576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3066581.500000 Penalty: 4824.023926
	Iteration 34Q: 3 clusters Score -3066582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3066598.250000 Penalty: 4824.023926
	Iteration 35Q: 3 clusters Score -3066598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3066607.500000 Penalty: 4824.023926
	Iteration 36Q: 3 clusters Score -3066608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3066613.750000 Penalty: 4824.023926
	Iteration 37Q: 3 clusters Score -3066614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3066620.000000 Penalty: 4824.023926
	Iteration 38Q: 3 clusters Score -3066620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3066629.500000 Penalty: 4824.023926
	Iteration 39Q: 3 clusters Score -3066630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3066647.750000 Penalty: 4824.023926
	Iteration 40F: 3 clusters Score -3066648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3066661.750000 Penalty: 4824.023926
	Iteration 41Q: 3 clusters Score -3066662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3066675.500000 Penalty: 4824.023926
	Iteration 42Q: 3 clusters Score -3066676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3066682.250000 Penalty: 4824.023926
	Iteration 43Q: 3 clusters Score -3066682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3066690.000000 Penalty: 4824.023926
	Iteration 44Q: 3 clusters Score -3066690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3066694.750000 Penalty: 4824.023926
	Iteration 45Q: 3 clusters Score -3066695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3066697.500000 Penalty: 4824.023926
	Iteration 46Q: 3 clusters Score -3066698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3066699.250000 Penalty: 4824.023926
	Iteration 47Q: 3 clusters Score -3066699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3066703.250000 Penalty: 4824.023926
	Iteration 48Q: 3 clusters Score -3066703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3066709.750000 Penalty: 4824.023926
	Iteration 49Q: 3 clusters Score -3066710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3066713.750000 Penalty: 4824.023926
	Iteration 50Q: 3 clusters Score -3066714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3066715.250000 Penalty: 4824.023926
	Iteration 51Q: 3 clusters Score -3066715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3066714.500000 Penalty: 4824.023926
	Iteration 52Q: 3 clusters Score -3066714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3066715.500000 Penalty: 4824.023926
	Iteration 53Q: 3 clusters Score -3066716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3066715.500000 Penalty: 4824.023926
	Iteration 54F: 3 clusters Score -3066716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -385540.187500 Penalty: 1913.903198
	Iteration 0F: 2 clusters Score -385540.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -382821.562500 Penalty: 3827.806396
	Iteration 0F: 3 clusters Score -382821.6 nChanged 731
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: -383410.000000 Penalty: 3827.806396
	Iteration 1F: 3 clusters Score -383410 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -383569.281250 Penalty: 3827.806396
	Iteration 2F: 3 clusters Score -383569.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -383713.343750 Penalty: 3827.806396
	Iteration 3Q: 3 clusters Score -383713.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -383868.187500 Penalty: 3827.806396
	Iteration 4Q: 3 clusters Score -383868.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -383986.343750 Penalty: 3827.806396
	Iteration 5Q: 3 clusters Score -383986.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -384077.468750 Penalty: 3827.806396
	Iteration 6Q: 3 clusters Score -384077.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -384157.593750 Penalty: 3827.806396
	Iteration 7Q: 3 clusters Score -384157.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -384232.062500 Penalty: 3827.806396
	Iteration 8Q: 3 clusters Score -384232.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -384281.937500 Penalty: 3827.806396
	Iteration 9Q: 3 clusters Score -384281.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -384316.593750 Penalty: 3827.806396
	Iteration 10Q: 3 clusters Score -384316.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -384352.562500 Penalty: 3827.806396
	Iteration 11Q: 3 clusters Score -384352.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -384400.125000 Penalty: 3827.806396
	Iteration 12Q: 3 clusters Score -384400.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -384430.906250 Penalty: 3827.806396
	Iteration 13Q: 3 clusters Score -384430.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -384450.625000 Penalty: 3827.806396
	Iteration 14Q: 3 clusters Score -384450.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -384474.312500 Penalty: 3827.806396
	Iteration 15Q: 3 clusters Score -384474.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -384498.281250 Penalty: 3827.806396
	Iteration 16Q: 3 clusters Score -384498.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -384515.062500 Penalty: 3827.806396
	Iteration 17Q: 3 clusters Score -384515.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -384523.875000 Penalty: 3827.806396
	Iteration 18Q: 3 clusters Score -384523.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -384530.625000 Penalty: 3827.806396
	Iteration 19Q: 3 clusters Score -384530.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -384535.312500 Penalty: 3827.806396
	Iteration 20F: 3 clusters Score -384535.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -384537.531250 Penalty: 3827.806396
	Iteration 21Q: 3 clusters Score -384537.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -384541.906250 Penalty: 3827.806396
	Iteration 22Q: 3 clusters Score -384541.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -384546.125000 Penalty: 3827.806396
	Iteration 23Q: 3 clusters Score -384546.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -384550.156250 Penalty: 3827.806396
	Iteration 24Q: 3 clusters Score -384550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -384552.375000 Penalty: 3827.806396
	Iteration 25Q: 3 clusters Score -384552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -384554.187500 Penalty: 3827.806396
	Iteration 26Q: 3 clusters Score -384554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -384554.156250 Penalty: 3827.806396
	Iteration 27Q: 3 clusters Score -384554.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -384554.156250 Penalty: 3827.806396
	Iteration 28F: 3 clusters Score -384554.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -55967.648438 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -55967.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54581.636719 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -54581.64 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54880.128906 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -54880.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55036.640625 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -55036.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55240.750000 Penalty: 3088.362305
	Iteration 3F: 3 clusters Score -55240.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55371.597656 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -55371.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -55436.445312 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -55436.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55475.007812 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -55475.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55510.203125 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -55510.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55575.152344 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -55575.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55590.972656 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -55590.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55607.425781 Penalty: 3088.362305
	Iteration 10Q: 3 clusters Score -55607.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55612.441406 Penalty: 3088.362305
	Iteration 11Q: 3 clusters Score -55612.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55613.964844 Penalty: 3088.362305
	Iteration 12Q: 3 clusters Score -55613.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55620.824219 Penalty: 3088.362305
	Iteration 13Q: 3 clusters Score -55620.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55624.085938 Penalty: 3088.362305
	Iteration 14Q: 3 clusters Score -55624.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55624.085938 Penalty: 3088.362305
	Iteration 15F: 3 clusters Score -55624.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Entering Unmasked Estep 
Score: -8307237.000000 Penalty: 2657.588623
	Iteration 0F: 2 clusters Score -8307237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -8277804.000000 Penalty: 5315.177246
	Iteration 0F: 3 clusters Score -8277804 nChanged 20727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -8289187.000000 Penalty: 5315.177246
	Iteration 1F: 3 clusters Score -8289187 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -8289678.000000 Penalty: 5315.177246
	Iteration 2Q: 3 clusters Score -8289678 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -8290097.000000 Penalty: 5315.177246
	Iteration 3Q: 3 clusters Score -8290097 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -8290536.000000 Penalty: 5315.177246
	Iteration 4Q: 3 clusters Score -8290536 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -8291074.000000 Penalty: 5315.177246
	Iteration 5Q: 3 clusters Score -8291074 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -8291837.500000 Penalty: 5315.177246
	Iteration 6Q: 3 clusters Score -8291838 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -8293021.500000 Penalty: 5315.177246
	Iteration 7F: 3 clusters Score -8293022 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -8295001.000000 Penalty: 5315.177246
	Iteration 8F: 3 clusters Score -8295001 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -8297770.500000 Penalty: 5315.177246
	Iteration 9F: 3 clusters Score -8297770 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -8300889.500000 Penalty: 5315.177246
	Iteration 10F: 3 clusters Score -8300890 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -8303434.500000 Penalty: 5315.177246
	Iteration 11F: 3 clusters Score -8303434 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -8304988.000000 Penalty: 5315.177246
	Iteration 12Q: 3 clusters Score -8304988 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8305639.000000 Penalty: 5315.177246
	Iteration 13Q: 3 clusters Score -8305639 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -8305862.000000 Penalty: 5315.177246
	Iteration 14Q: 3 clusters Score -8305862 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -8305943.500000 Penalty: 5315.177246
	Iteration 15Q: 3 clusters Score -8305944 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -8305970.500000 Penalty: 5315.177246
	Iteration 16Q: 3 clusters Score -8305970 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8306001.000000 Penalty: 5315.177246
	Iteration 17Q: 3 clusters Score -8306001 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -8306009.500000 Penalty: 5315.177246
	Iteration 18Q: 3 clusters Score -8306010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -8306013.500000 Penalty: 5315.177246
	Iteration 19Q: 3 clusters Score -8306014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -8305993.000000 Penalty: 5315.177246
	Iteration 20F: 3 clusters Score -8305993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -8305974.500000 Penalty: 5315.177246
	Iteration 21Q: 3 clusters Score -8305974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -8305970.500000 Penalty: 5315.177246
	Iteration 22Q: 3 clusters Score -8305970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -8305975.500000 Penalty: 5315.177246
	Iteration 23Q: 3 clusters Score -8305976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -8305969.500000 Penalty: 5315.177246
	Iteration 24Q: 3 clusters Score -8305970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -8305961.500000 Penalty: 5315.177246
	Iteration 25Q: 3 clusters Score -8305962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -8305963.500000 Penalty: 5315.177246
	Iteration 26Q: 3 clusters Score -8305964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -8305956.500000 Penalty: 5315.177246
	Iteration 27Q: 3 clusters Score -8305956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -8305956.000000 Penalty: 5315.177246
	Iteration 28Q: 3 clusters Score -8305956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -8305957.000000 Penalty: 5315.177246
	Iteration 29Q: 3 clusters Score -8305957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -8305962.500000 Penalty: 5315.177246
	Iteration 30Q: 3 clusters Score -8305962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -8305960.000000 Penalty: 5315.177246
	Iteration 31Q: 3 clusters Score -8305960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -8305963.000000 Penalty: 5315.177246
	Iteration 32Q: 3 clusters Score -8305963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -8305960.000000 Penalty: 5315.177246
	Iteration 33Q: 3 clusters Score -8305960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8305964.500000 Penalty: 5315.177246
	Iteration 34Q: 3 clusters Score -8305964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -8305958.000000 Penalty: 5315.177246
	Iteration 35Q: 3 clusters Score -8305958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -8305959.500000 Penalty: 5315.177246
	Iteration 36Q: 3 clusters Score -8305960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -8305959.500000 Penalty: 5315.177246
	Iteration 37F: 3 clusters Score -8305960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Entering Unmasked Estep 
Score: -4999717.500000 Penalty: 2538.800537
	Iteration 0F: 2 clusters Score -4999718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -4980492.000000 Penalty: 5077.601074
	Iteration 0F: 3 clusters Score -4980492 nChanged 12521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -4987206.000000 Penalty: 5077.601074
	Iteration 1F: 3 clusters Score -4987206 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -4987622.500000 Penalty: 5077.601074
	Iteration 2Q: 3 clusters Score -4987622 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -4987974.500000 Penalty: 5077.601074
	Iteration 3Q: 3 clusters Score -4987974 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -4988222.500000 Penalty: 5077.601074
	Iteration 4Q: 3 clusters Score -4988222 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -4988442.000000 Penalty: 5077.601074
	Iteration 5Q: 3 clusters Score -4988442 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -4988684.000000 Penalty: 5077.601074
	Iteration 6Q: 3 clusters Score -4988684 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -4988902.000000 Penalty: 5077.601074
	Iteration 7Q: 3 clusters Score -4988902 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -4989143.000000 Penalty: 5077.601074
	Iteration 8Q: 3 clusters Score -4989143 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -4989410.500000 Penalty: 5077.601074
	Iteration 9Q: 3 clusters Score -4989410 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -4989703.500000 Penalty: 5077.601074
	Iteration 10Q: 3 clusters Score -4989704 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -4990126.500000 Penalty: 5077.601074
	Iteration 11Q: 3 clusters Score -4990126 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -4990649.500000 Penalty: 5077.601074
	Iteration 12Q: 3 clusters Score -4990650 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -4991253.500000 Penalty: 5077.601074
	Iteration 13Q: 3 clusters Score -4991254 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4992051.500000 Penalty: 5077.601074
	Iteration 14F: 3 clusters Score -4992052 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -4993035.000000 Penalty: 5077.601074
	Iteration 15F: 3 clusters Score -4993035 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -4994208.500000 Penalty: 5077.601074
	Iteration 16F: 3 clusters Score -4994208 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -4995363.000000 Penalty: 5077.601074
	Iteration 17Q: 3 clusters Score -4995363 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -4996195.500000 Penalty: 5077.601074
	Iteration 18Q: 3 clusters Score -4996196 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -4996854.000000 Penalty: 5077.601074
	Iteration 19Q: 3 clusters Score -4996854 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -4997359.500000 Penalty: 5077.601074
	Iteration 20F: 3 clusters Score -4997360 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -4997637.500000 Penalty: 5077.601074
	Iteration 21Q: 3 clusters Score -4997638 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -4997750.000000 Penalty: 5077.601074
	Iteration 22Q: 3 clusters Score -4997750 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -4997808.000000 Penalty: 5077.601074
	Iteration 23Q: 3 clusters Score -4997808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -4997838.000000 Penalty: 5077.601074
	Iteration 24Q: 3 clusters Score -4997838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -4997858.000000 Penalty: 5077.601074
	Iteration 25Q: 3 clusters Score -4997858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4997856.500000 Penalty: 5077.601074
	Iteration 26Q: 3 clusters Score -4997856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -4997864.000000 Penalty: 5077.601074
	Iteration 27Q: 3 clusters Score -4997864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -4997863.500000 Penalty: 5077.601074
	Iteration 28Q: 3 clusters Score -4997864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -4997860.000000 Penalty: 5077.601074
	Iteration 29Q: 3 clusters Score -4997860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -4997850.500000 Penalty: 5077.601074
	Iteration 30Q: 3 clusters Score -4997850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -4997863.000000 Penalty: 5077.601074
	Iteration 31Q: 3 clusters Score -4997863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -4997870.000000 Penalty: 5077.601074
	Iteration 32Q: 3 clusters Score -4997870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -4997870.500000 Penalty: 5077.601074
	Iteration 33Q: 3 clusters Score -4997870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -4997874.000000 Penalty: 5077.601074
	Iteration 34Q: 3 clusters Score -4997874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -4997873.500000 Penalty: 5077.601074
	Iteration 35Q: 3 clusters Score -4997874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -4997873.500000 Penalty: 5077.601074
	Iteration 36F: 3 clusters Score -4997874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -173840.031250 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -173840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -171859.921875 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -171859.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -172282.218750 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -172282.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -172458.515625 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -172458.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -172583.671875 Penalty: 3470.354004
	Iteration 3F: 3 clusters Score -172583.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -172723.812500 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -172723.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -172827.343750 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -172827.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -172903.546875 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -172903.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -172960.859375 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -172960.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -173014.296875 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -173014.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -173050.125000 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -173050.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -173078.906250 Penalty: 3470.354004
	Iteration 10Q: 3 clusters Score -173078.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -173098.375000 Penalty: 3470.354004
	Iteration 11Q: 3 clusters Score -173098.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -173136.531250 Penalty: 3470.354004
	Iteration 12Q: 3 clusters Score -173136.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -173175.968750 Penalty: 3470.354004
	Iteration 13Q: 3 clusters Score -173176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -173224.140625 Penalty: 3470.354004
	Iteration 14Q: 3 clusters Score -173224.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -173296.593750 Penalty: 3470.354004
	Iteration 15Q: 3 clusters Score -173296.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -173345.125000 Penalty: 3470.354004
	Iteration 16Q: 3 clusters Score -173345.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -173394.812500 Penalty: 3470.354004
	Iteration 17Q: 3 clusters Score -173394.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -173437.640625 Penalty: 3470.354004
	Iteration 18Q: 3 clusters Score -173437.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -173474.859375 Penalty: 3470.354004
	Iteration 19Q: 3 clusters Score -173474.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -173502.875000 Penalty: 3470.354004
	Iteration 20F: 3 clusters Score -173502.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -173539.406250 Penalty: 3470.354004
	Iteration 21Q: 3 clusters Score -173539.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -173557.906250 Penalty: 3470.354004
	Iteration 22Q: 3 clusters Score -173557.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -173570.421875 Penalty: 3470.354004
	Iteration 23Q: 3 clusters Score -173570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -173583.578125 Penalty: 3470.354004
	Iteration 24Q: 3 clusters Score -173583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -173584.671875 Penalty: 3470.354004
	Iteration 25Q: 3 clusters Score -173584.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -173584.671875 Penalty: 3470.354004
	Iteration 26F: 3 clusters Score -173584.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Entering Unmasked Estep 
Score: -9879858.000000 Penalty: 2700.524170
	Iteration 0F: 2 clusters Score -9879858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -9847794.000000 Penalty: 5401.048340
	Iteration 0F: 3 clusters Score -9847794 nChanged 24617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -9861418.000000 Penalty: 5401.048340
	Iteration 1F: 3 clusters Score -9861418 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -9862055.000000 Penalty: 5401.048340
	Iteration 2Q: 3 clusters Score -9862055 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -9862630.000000 Penalty: 5401.048340
	Iteration 3Q: 3 clusters Score -9862630 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -9863277.000000 Penalty: 5401.048340
	Iteration 4Q: 3 clusters Score -9863277 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -9864186.000000 Penalty: 5401.048340
	Iteration 5Q: 3 clusters Score -9864186 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -9865372.000000 Penalty: 5401.048340
	Iteration 6Q: 3 clusters Score -9865372 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -9867256.000000 Penalty: 5401.048340
	Iteration 7F: 3 clusters Score -9867256 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -9869527.000000 Penalty: 5401.048340
	Iteration 8F: 3 clusters Score -9869527 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -9872061.000000 Penalty: 5401.048340
	Iteration 9F: 3 clusters Score -9872061 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -9874516.000000 Penalty: 5401.048340
	Iteration 10F: 3 clusters Score -9874516 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -9875878.000000 Penalty: 5401.048340
	Iteration 11F: 3 clusters Score -9875878 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -9876632.000000 Penalty: 5401.048340
	Iteration 12Q: 3 clusters Score -9876632 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -9877046.000000 Penalty: 5401.048340
	Iteration 13Q: 3 clusters Score -9877046 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -9877263.000000 Penalty: 5401.048340
	Iteration 14Q: 3 clusters Score -9877263 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -9877383.000000 Penalty: 5401.048340
	Iteration 15Q: 3 clusters Score -9877383 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -9877455.000000 Penalty: 5401.048340
	Iteration 16Q: 3 clusters Score -9877455 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -9877506.000000 Penalty: 5401.048340
	Iteration 17Q: 3 clusters Score -9877506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -9877547.000000 Penalty: 5401.048340
	Iteration 18Q: 3 clusters Score -9877547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -9877554.000000 Penalty: 5401.048340
	Iteration 19Q: 3 clusters Score -9877554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -9877577.000000 Penalty: 5401.048340
	Iteration 20F: 3 clusters Score -9877577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 53170 members 
Entering Unmasked Estep 
Score: -9877587.000000 Penalty: 5401.048340
	Iteration 21Q: 3 clusters Score -9877587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -9877592.000000 Penalty: 5401.048340
	Iteration 22Q: 3 clusters Score -9877592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 53180 members 
Entering Unmasked Estep 
Score: -9877613.000000 Penalty: 5401.048340
	Iteration 23Q: 3 clusters Score -9877613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -9877613.000000 Penalty: 5401.048340
	Iteration 24Q: 3 clusters Score -9877613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -9877624.000000 Penalty: 5401.048340
	Iteration 25Q: 3 clusters Score -9877624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -9877626.000000 Penalty: 5401.048340
	Iteration 26Q: 3 clusters Score -9877626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -9877629.000000 Penalty: 5401.048340
	Iteration 27Q: 3 clusters Score -9877629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -9877631.000000 Penalty: 5401.048340
	Iteration 28Q: 3 clusters Score -9877631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -9877640.000000 Penalty: 5401.048340
	Iteration 29Q: 3 clusters Score -9877640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -9877640.000000 Penalty: 5401.048340
	Iteration 30Q: 3 clusters Score -9877640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -9877641.000000 Penalty: 5401.048340
	Iteration 31Q: 3 clusters Score -9877641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -9877641.000000 Penalty: 5401.048340
	Iteration 32Q: 3 clusters Score -9877641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -9877644.000000 Penalty: 5401.048340
	Iteration 33Q: 3 clusters Score -9877644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 53196 members 
Entering Unmasked Estep 
Score: -9877644.000000 Penalty: 5401.048340
	Iteration 34Q: 3 clusters Score -9877644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -9877645.000000 Penalty: 5401.048340
	Iteration 35Q: 3 clusters Score -9877645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -9877645.000000 Penalty: 5401.048340
	Iteration 36F: 3 clusters Score -9877645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 45171 members 
Mstep: Class 3 contains 48471 members 
Mstep: Class 4 contains 52004 members 
Mstep: Class 5 contains 47828 members 
Mstep: Class 6 contains 22898 members 
Mstep: Class 7 contains 49565 members 
Mstep: Class 8 contains 1085 members 
Mstep: Class 9 contains 448 members 
Mstep: Class 10 contains 47183 members 
Mstep: Class 11 contains 46778 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 47779 members 
Mstep: Class 15 contains 45689 members 
Mstep: Class 16 contains 16745 members 
Mstep: Class 18 contains 2247 members 
Mstep: Class 19 contains 506 members 
Mstep: Class 20 contains 45075 members 
Mstep: Class 21 contains 27920 members 
Mstep: Class 22 contains 1093 members 
Mstep: Class 24 contains 53595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 25. Lose 3177.210449 but Gain 3337.335938
Score: -126891912.000000 Penalty: 80096.007812
Iteration 79Q: 25 clusters Score -1.268919e+08 nChanged 17567
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 44742 members 
Mstep: Class 3 contains 48094 members 
Mstep: Class 4 contains 51439 members 
Mstep: Class 5 contains 46944 members 
Mstep: Class 6 contains 27458 members 
Mstep: Class 7 contains 49151 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 521 members 
Mstep: Class 10 contains 46674 members 
Mstep: Class 11 contains 46526 members 
Mstep: Class 12 contains 238 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 47474 members 
Mstep: Class 15 contains 45433 members 
Mstep: Class 16 contains 16603 members 
Mstep: Class 17 contains 44661 members 
Mstep: Class 18 contains 2259 members 
Mstep: Class 19 contains 551 members 
Mstep: Class 20 contains 44790 members 
Mstep: Class 21 contains 28197 members 
Mstep: Class 22 contains 1120 members 
Mstep: Class 23 contains 41138 members 
Mstep: Class 24 contains 53305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126899008.000000 Penalty: 80096.007812
Iteration 80F: 25 clusters Score -1.26899e+08 nChanged 16963
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 44165 members 
Mstep: Class 3 contains 46898 members 
Mstep: Class 4 contains 50787 members 
Mstep: Class 5 contains 46069 members 
Mstep: Class 6 contains 31047 members 
Mstep: Class 7 contains 47521 members 
Mstep: Class 8 contains 1079 members 
Mstep: Class 9 contains 533 members 
Mstep: Class 10 contains 45616 members 
Mstep: Class 11 contains 46180 members 
Mstep: Class 12 contains 240 members 
Mstep: Class 13 contains 897 members 
Mstep: Class 14 contains 46975 members 
Mstep: Class 15 contains 44664 members 
Mstep: Class 16 contains 16210 members 
Mstep: Class 17 contains 46266 members 
Mstep: Class 18 contains 2289 members 
Mstep: Class 19 contains 537 members 
Mstep: Class 20 contains 44168 members 
Mstep: Class 21 contains 28399 members 
Mstep: Class 22 contains 1104 members 
Mstep: Class 23 contains 43750 members 
Mstep: Class 24 contains 52621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126903320.000000 Penalty: 80096.007812
Iteration 81Q: 25 clusters Score -1.269033e+08 nChanged 14738
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 43697 members 
Mstep: Class 3 contains 46239 members 
Mstep: Class 4 contains 50283 members 
Mstep: Class 5 contains 45282 members 
Mstep: Class 6 contains 35073 members 
Mstep: Class 7 contains 46657 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 44794 members 
Mstep: Class 11 contains 45430 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 895 members 
Mstep: Class 14 contains 46516 members 
Mstep: Class 15 contains 44022 members 
Mstep: Class 16 contains 15834 members 
Mstep: Class 17 contains 47157 members 
Mstep: Class 18 contains 2312 members 
Mstep: Class 19 contains 530 members 
Mstep: Class 20 contains 43622 members 
Mstep: Class 21 contains 28601 members 
Mstep: Class 22 contains 1098 members 
Mstep: Class 23 contains 44919 members 
Mstep: Class 24 contains 51776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906952.000000 Penalty: 80096.007812
Iteration 82Q: 25 clusters Score -1.26907e+08 nChanged 13790
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 43394 members 
Mstep: Class 3 contains 45769 members 
Mstep: Class 4 contains 49723 members 
Mstep: Class 5 contains 44578 members 
Mstep: Class 6 contains 39167 members 
Mstep: Class 7 contains 45978 members 
Mstep: Class 8 contains 1071 members 
Mstep: Class 9 contains 535 members 
Mstep: Class 10 contains 44178 members 
Mstep: Class 11 contains 44608 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 889 members 
Mstep: Class 14 contains 46174 members 
Mstep: Class 15 contains 43550 members 
Mstep: Class 16 contains 15415 members 
Mstep: Class 17 contains 47623 members 
Mstep: Class 18 contains 2335 members 
Mstep: Class 19 contains 527 members 
Mstep: Class 20 contains 43178 members 
Mstep: Class 21 contains 28819 members 
Mstep: Class 22 contains 1096 members 
Mstep: Class 23 contains 45353 members 
Mstep: Class 24 contains 50823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909464.000000 Penalty: 80096.007812
Iteration 83Q: 25 clusters Score -1.269095e+08 nChanged 13806
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 43168 members 
Mstep: Class 3 contains 45448 members 
Mstep: Class 4 contains 49143 members 
Mstep: Class 5 contains 44010 members 
Mstep: Class 6 contains 43775 members 
Mstep: Class 7 contains 44964 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 43682 members 
Mstep: Class 11 contains 43959 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 887 members 
Mstep: Class 14 contains 45822 members 
Mstep: Class 15 contains 43084 members 
Mstep: Class 16 contains 15009 members 
Mstep: Class 17 contains 47766 members 
Mstep: Class 18 contains 2349 members 
Mstep: Class 19 contains 522 members 
Mstep: Class 20 contains 42871 members 
Mstep: Class 21 contains 28981 members 
Mstep: Class 22 contains 1092 members 
Mstep: Class 23 contains 45130 members 
Mstep: Class 24 contains 49856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912984.000000 Penalty: 80096.007812
Iteration 84Q: 25 clusters Score -1.26913e+08 nChanged 15417
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 43001 members 
Mstep: Class 3 contains 45014 members 
Mstep: Class 4 contains 48666 members 
Mstep: Class 5 contains 43587 members 
Mstep: Class 6 contains 49390 members 
Mstep: Class 7 contains 43588 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 43177 members 
Mstep: Class 11 contains 43776 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 882 members 
Mstep: Class 14 contains 45485 members 
Mstep: Class 15 contains 42693 members 
Mstep: Class 16 contains 14635 members 
Mstep: Class 17 contains 47766 members 
Mstep: Class 18 contains 2357 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 42565 members 
Mstep: Class 21 contains 29155 members 
Mstep: Class 22 contains 1094 members 
Mstep: Class 23 contains 43412 members 
Mstep: Class 24 contains 49012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913960.000000 Penalty: 80096.007812
Iteration 85Q: 25 clusters Score -1.26914e+08 nChanged 19755
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 42960 members 
Mstep: Class 3 contains 44656 members 
Mstep: Class 4 contains 48268 members 
Mstep: Class 5 contains 43418 members 
Mstep: Class 6 contains 55983 members 
Mstep: Class 7 contains 41990 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 42684 members 
Mstep: Class 11 contains 43969 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 880 members 
Mstep: Class 14 contains 45322 members 
Mstep: Class 15 contains 42390 members 
Mstep: Class 16 contains 14287 members 
Mstep: Class 17 contains 47656 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 521 members 
Mstep: Class 20 contains 42323 members 
Mstep: Class 21 contains 29306 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 39667 members 
Mstep: Class 24 contains 48222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909936.000000 Penalty: 80096.007812
Iteration 86Q: 25 clusters Score -1.269099e+08 nChanged 19853
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 42949 members 
Mstep: Class 3 contains 44564 members 
Mstep: Class 4 contains 47946 members 
Mstep: Class 5 contains 43606 members 
Mstep: Class 6 contains 59459 members 
Mstep: Class 7 contains 41473 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 536 members 
Mstep: Class 10 contains 42629 members 
Mstep: Class 11 contains 44121 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 882 members 
Mstep: Class 14 contains 45169 members 
Mstep: Class 15 contains 42484 members 
Mstep: Class 16 contains 13969 members 
Mstep: Class 17 contains 47565 members 
Mstep: Class 18 contains 2375 members 
Mstep: Class 19 contains 519 members 
Mstep: Class 20 contains 42330 members 
Mstep: Class 21 contains 29473 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 35805 members 
Mstep: Class 24 contains 47581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905480.000000 Penalty: 80096.007812
Iteration 87Q: 25 clusters Score -1.269055e+08 nChanged 16768
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 42960 members 
Mstep: Class 3 contains 44616 members 
Mstep: Class 4 contains 47785 members 
Mstep: Class 5 contains 44094 members 
Mstep: Class 6 contains 59554 members 
Mstep: Class 7 contains 42158 members 
Mstep: Class 8 contains 1067 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 43000 members 
Mstep: Class 11 contains 44068 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 883 members 
Mstep: Class 14 contains 45157 members 
Mstep: Class 15 contains 42585 members 
Mstep: Class 16 contains 13660 members 
Mstep: Class 17 contains 47340 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 517 members 
Mstep: Class 20 contains 42489 members 
Mstep: Class 21 contains 29578 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 32947 members 
Mstep: Class 24 contains 47037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904480.000000 Penalty: 80096.007812
Iteration 88Q: 25 clusters Score -1.269045e+08 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 42892 members 
Mstep: Class 3 contains 44713 members 
Mstep: Class 4 contains 47674 members 
Mstep: Class 5 contains 44395 members 
Mstep: Class 6 contains 58682 members 
Mstep: Class 7 contains 42824 members 
Mstep: Class 8 contains 1065 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 43385 members 
Mstep: Class 11 contains 43929 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 884 members 
Mstep: Class 14 contains 45155 members 
Mstep: Class 15 contains 42637 members 
Mstep: Class 16 contains 13332 members 
Mstep: Class 17 contains 47135 members 
Mstep: Class 18 contains 2384 members 
Mstep: Class 19 contains 516 members 
Mstep: Class 20 contains 42591 members 
Mstep: Class 21 contains 29708 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 31179 members 
Mstep: Class 24 contains 46591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904976.000000 Penalty: 80096.007812
Iteration 89Q: 25 clusters Score -1.26905e+08 nChanged 11557
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 42804 members 
Mstep: Class 3 contains 44695 members 
Mstep: Class 4 contains 47616 members 
Mstep: Class 5 contains 44425 members 
Mstep: Class 6 contains 57716 members 
Mstep: Class 7 contains 43249 members 
Mstep: Class 8 contains 1066 members 
Mstep: Class 9 contains 538 members 
Mstep: Class 10 contains 43742 members 
Mstep: Class 11 contains 43871 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 45040 members 
Mstep: Class 15 contains 42572 members 
Mstep: Class 16 contains 13048 members 
Mstep: Class 17 contains 47014 members 
Mstep: Class 18 contains 2390 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 42615 members 
Mstep: Class 21 contains 29833 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 30079 members 
Mstep: Class 24 contains 46159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906136.000000 Penalty: 80096.007812
Iteration 90Q: 25 clusters Score -1.269061e+08 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 42679 members 
Mstep: Class 3 contains 44664 members 
Mstep: Class 4 contains 47602 members 
Mstep: Class 5 contains 44267 members 
Mstep: Class 6 contains 56776 members 
Mstep: Class 7 contains 43447 members 
Mstep: Class 8 contains 1064 members 
Mstep: Class 9 contains 539 members 
Mstep: Class 10 contains 43999 members 
Mstep: Class 11 contains 43818 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 44857 members 
Mstep: Class 15 contains 42443 members 
Mstep: Class 16 contains 12781 members 
Mstep: Class 17 contains 46987 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 42583 members 
Mstep: Class 21 contains 29932 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 29322 members 
Mstep: Class 24 contains 45784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908216.000000 Penalty: 80096.007812
Iteration 91Q: 25 clusters Score -1.269082e+08 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 42531 members 
Mstep: Class 3 contains 44578 members 
Mstep: Class 4 contains 47622 members 
Mstep: Class 5 contains 44068 members 
Mstep: Class 6 contains 55943 members 
Mstep: Class 7 contains 43523 members 
Mstep: Class 8 contains 1061 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 44123 members 
Mstep: Class 11 contains 43875 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 44657 members 
Mstep: Class 15 contains 42353 members 
Mstep: Class 16 contains 12498 members 
Mstep: Class 17 contains 46925 members 
Mstep: Class 18 contains 2403 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 42463 members 
Mstep: Class 21 contains 30008 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 45441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909968.000000 Penalty: 80096.007812
Iteration 92Q: 25 clusters Score -1.2691e+08 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 42457 members 
Mstep: Class 3 contains 44344 members 
Mstep: Class 4 contains 47570 members 
Mstep: Class 5 contains 43858 members 
Mstep: Class 6 contains 55371 members 
Mstep: Class 7 contains 43445 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 44122 members 
Mstep: Class 11 contains 43814 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 44508 members 
Mstep: Class 15 contains 42225 members 
Mstep: Class 16 contains 12230 members 
Mstep: Class 17 contains 46931 members 
Mstep: Class 18 contains 2406 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 42384 members 
Mstep: Class 21 contains 30065 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 28638 members 
Mstep: Class 24 contains 45112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911696.000000 Penalty: 80096.007812
Iteration 93Q: 25 clusters Score -1.269117e+08 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 42387 members 
Mstep: Class 3 contains 44164 members 
Mstep: Class 4 contains 47545 members 
Mstep: Class 5 contains 43672 members 
Mstep: Class 6 contains 54968 members 
Mstep: Class 7 contains 43313 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 44067 members 
Mstep: Class 11 contains 43829 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 44305 members 
Mstep: Class 15 contains 42117 members 
Mstep: Class 16 contains 11940 members 
Mstep: Class 17 contains 46857 members 
Mstep: Class 18 contains 2410 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 42257 members 
Mstep: Class 21 contains 30113 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 28576 members 
Mstep: Class 24 contains 44868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913184.000000 Penalty: 80096.007812
Iteration 94Q: 25 clusters Score -1.269132e+08 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 42290 members 
Mstep: Class 3 contains 43948 members 
Mstep: Class 4 contains 47429 members 
Mstep: Class 5 contains 43483 members 
Mstep: Class 6 contains 54710 members 
Mstep: Class 7 contains 43164 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 43993 members 
Mstep: Class 11 contains 43811 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 44114 members 
Mstep: Class 15 contains 42041 members 
Mstep: Class 16 contains 11645 members 
Mstep: Class 17 contains 46821 members 
Mstep: Class 18 contains 2415 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 42117 members 
Mstep: Class 21 contains 30183 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 28616 members 
Mstep: Class 24 contains 44711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126913408.000000 Penalty: 80096.007812
Iteration 95Q: 25 clusters Score -1.269134e+08 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 42217 members 
Mstep: Class 3 contains 43813 members 
Mstep: Class 4 contains 47326 members 
Mstep: Class 5 contains 43304 members 
Mstep: Class 6 contains 54636 members 
Mstep: Class 7 contains 42994 members 
Mstep: Class 8 contains 1061 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 43950 members 
Mstep: Class 11 contains 43863 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 43873 members 
Mstep: Class 15 contains 41890 members 
Mstep: Class 16 contains 11362 members 
Mstep: Class 17 contains 46680 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 42001 members 
Mstep: Class 21 contains 30232 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 28730 members 
Mstep: Class 24 contains 44542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914296.000000 Penalty: 80096.007812
Iteration 96Q: 25 clusters Score -1.269143e+08 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 42166 members 
Mstep: Class 3 contains 43742 members 
Mstep: Class 4 contains 47233 members 
Mstep: Class 5 contains 43123 members 
Mstep: Class 6 contains 54598 members 
Mstep: Class 7 contains 42848 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 43801 members 
Mstep: Class 11 contains 43905 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 43674 members 
Mstep: Class 15 contains 41785 members 
Mstep: Class 16 contains 11081 members 
Mstep: Class 17 contains 46664 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 41888 members 
Mstep: Class 21 contains 30300 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 28813 members 
Mstep: Class 24 contains 44385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915768.000000 Penalty: 80096.007812
Iteration 97Q: 25 clusters Score -1.269158e+08 nChanged 7199
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 42136 members 
Mstep: Class 3 contains 43634 members 
Mstep: Class 4 contains 47218 members 
Mstep: Class 5 contains 42993 members 
Mstep: Class 6 contains 54611 members 
Mstep: Class 7 contains 42738 members 
Mstep: Class 8 contains 1058 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 43719 members 
Mstep: Class 11 contains 43951 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 43564 members 
Mstep: Class 15 contains 41727 members 
Mstep: Class 16 contains 10765 members 
Mstep: Class 17 contains 46445 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 41796 members 
Mstep: Class 21 contains 30372 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 28734 members 
Mstep: Class 24 contains 44232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916560.000000 Penalty: 80096.007812
Iteration 98Q: 25 clusters Score -1.269166e+08 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 42071 members 
Mstep: Class 3 contains 43600 members 
Mstep: Class 4 contains 47220 members 
Mstep: Class 5 contains 42989 members 
Mstep: Class 6 contains 54702 members 
Mstep: Class 7 contains 42631 members 
Mstep: Class 8 contains 1058 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 43690 members 
Mstep: Class 11 contains 44027 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 43497 members 
Mstep: Class 15 contains 41533 members 
Mstep: Class 16 contains 10446 members 
Mstep: Class 17 contains 45934 members 
Mstep: Class 18 contains 2423 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 41746 members 
Mstep: Class 21 contains 30423 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 28597 members 
Mstep: Class 24 contains 44109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126916264.000000 Penalty: 80096.007812
Iteration 99Q: 25 clusters Score -1.269163e+08 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 42011 members 
Mstep: Class 3 contains 43654 members 
Mstep: Class 4 contains 47197 members 
Mstep: Class 5 contains 43041 members 
Mstep: Class 6 contains 54819 members 
Mstep: Class 7 contains 42572 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 43771 members 
Mstep: Class 11 contains 44077 members 
Mstep: Class 12 contains 242 members 
Mstep: Class 13 contains 885 members 
Mstep: Class 14 contains 43488 members 
Mstep: Class 15 contains 41403 members 
Mstep: Class 16 contains 10148 members 
Mstep: Class 17 contains 45496 members 
Mstep: Class 18 contains 2426 members 
Mstep: Class 19 contains 515 members 
Mstep: Class 20 contains 41696 members 
Mstep: Class 21 contains 30469 members 
Mstep: Class 22 contains 1085 members 
Mstep: Class 23 contains 28342 members 
Mstep: Class 24 contains 44020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919816.000000 Penalty: 80096.007812
Iteration 100F: 25 clusters Score -1.269198e+08 nChanged 14510
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 41971 members 
Mstep: Class 3 contains 43409 members 
Mstep: Class 4 contains 47172 members 
Mstep: Class 5 contains 43053 members 
Mstep: Class 6 contains 58104 members 
Mstep: Class 7 contains 41700 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 43729 members 
Mstep: Class 11 contains 44069 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 889 members 
Mstep: Class 14 contains 43358 members 
Mstep: Class 15 contains 41263 members 
Mstep: Class 16 contains 9838 members 
Mstep: Class 17 contains 43433 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 511 members 
Mstep: Class 20 contains 41473 members 
Mstep: Class 21 contains 30504 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 26023 members 
Mstep: Class 24 contains 43721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915848.000000 Penalty: 80096.007812
Iteration 101Q: 25 clusters Score -1.269158e+08 nChanged 18454
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 52072 members 
Mstep: Class 2 contains 41998 members 
Mstep: Class 3 contains 43394 members 
Mstep: Class 4 contains 47191 members 
Mstep: Class 5 contains 43452 members 
Mstep: Class 6 contains 60012 members 
Mstep: Class 7 contains 41506 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 44111 members 
Mstep: Class 11 contains 44134 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 43355 members 
Mstep: Class 15 contains 41209 members 
Mstep: Class 16 contains 9533 members 
Mstep: Class 17 contains 40809 members 
Mstep: Class 18 contains 2434 members 
Mstep: Class 19 contains 509 members 
Mstep: Class 20 contains 41602 members 
Mstep: Class 21 contains 30571 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 23509 members 
Mstep: Class 24 contains 43484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912144.000000 Penalty: 80096.007812
Iteration 102Q: 25 clusters Score -1.269121e+08 nChanged 18084
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 41994 members 
Mstep: Class 3 contains 43529 members 
Mstep: Class 4 contains 47252 members 
Mstep: Class 5 contains 43727 members 
Mstep: Class 6 contains 61386 members 
Mstep: Class 7 contains 41779 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 44577 members 
Mstep: Class 11 contains 44170 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43332 members 
Mstep: Class 15 contains 41297 members 
Mstep: Class 16 contains 9237 members 
Mstep: Class 17 contains 38660 members 
Mstep: Class 18 contains 2434 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41738 members 
Mstep: Class 21 contains 30613 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 21599 members 
Mstep: Class 24 contains 43440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907840.000000 Penalty: 80096.007812
Iteration 103Q: 25 clusters Score -1.269078e+08 nChanged 16107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 42032 members 
Mstep: Class 3 contains 43743 members 
Mstep: Class 4 contains 47325 members 
Mstep: Class 5 contains 44013 members 
Mstep: Class 6 contains 62174 members 
Mstep: Class 7 contains 42300 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 45079 members 
Mstep: Class 11 contains 44208 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43336 members 
Mstep: Class 15 contains 41501 members 
Mstep: Class 16 contains 8935 members 
Mstep: Class 17 contains 36980 members 
Mstep: Class 18 contains 2437 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42010 members 
Mstep: Class 21 contains 30657 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 20158 members 
Mstep: Class 24 contains 43477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905552.000000 Penalty: 80096.007812
Iteration 104Q: 25 clusters Score -1.269056e+08 nChanged 13880
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 42062 members 
Mstep: Class 3 contains 44000 members 
Mstep: Class 4 contains 47456 members 
Mstep: Class 5 contains 44158 members 
Mstep: Class 6 contains 62691 members 
Mstep: Class 7 contains 42817 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 45386 members 
Mstep: Class 11 contains 44306 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43377 members 
Mstep: Class 15 contains 41703 members 
Mstep: Class 16 contains 8631 members 
Mstep: Class 17 contains 35895 members 
Mstep: Class 18 contains 2439 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42232 members 
Mstep: Class 21 contains 30710 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 19107 members 
Mstep: Class 24 contains 43537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905200.000000 Penalty: 80096.007812
Iteration 105Q: 25 clusters Score -1.269052e+08 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 42080 members 
Mstep: Class 3 contains 44196 members 
Mstep: Class 4 contains 47586 members 
Mstep: Class 5 contains 44227 members 
Mstep: Class 6 contains 63062 members 
Mstep: Class 7 contains 43271 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45583 members 
Mstep: Class 11 contains 44321 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43385 members 
Mstep: Class 15 contains 41913 members 
Mstep: Class 16 contains 8316 members 
Mstep: Class 17 contains 35374 members 
Mstep: Class 18 contains 2440 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42450 members 
Mstep: Class 21 contains 30749 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 18316 members 
Mstep: Class 24 contains 43620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904784.000000 Penalty: 80096.007812
Iteration 106Q: 25 clusters Score -1.269048e+08 nChanged 10269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 42074 members 
Mstep: Class 3 contains 44333 members 
Mstep: Class 4 contains 47714 members 
Mstep: Class 5 contains 44264 members 
Mstep: Class 6 contains 63142 members 
Mstep: Class 7 contains 43770 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45677 members 
Mstep: Class 11 contains 44313 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43388 members 
Mstep: Class 15 contains 42091 members 
Mstep: Class 16 contains 8017 members 
Mstep: Class 17 contains 35224 members 
Mstep: Class 18 contains 2441 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42594 members 
Mstep: Class 21 contains 30771 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 17719 members 
Mstep: Class 24 contains 43814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126904480.000000 Penalty: 80096.007812
Iteration 107Q: 25 clusters Score -1.269045e+08 nChanged 8845
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 52593 members 
Mstep: Class 2 contains 42105 members 
Mstep: Class 3 contains 44424 members 
Mstep: Class 4 contains 47813 members 
Mstep: Class 5 contains 44252 members 
Mstep: Class 6 contains 63096 members 
Mstep: Class 7 contains 44150 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45682 members 
Mstep: Class 11 contains 44370 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43388 members 
Mstep: Class 15 contains 42248 members 
Mstep: Class 16 contains 7761 members 
Mstep: Class 17 contains 35309 members 
Mstep: Class 18 contains 2442 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42669 members 
Mstep: Class 21 contains 30793 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 17312 members 
Mstep: Class 24 contains 43969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905160.000000 Penalty: 80096.007812
Iteration 108Q: 25 clusters Score -1.269052e+08 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 42107 members 
Mstep: Class 3 contains 44505 members 
Mstep: Class 4 contains 47867 members 
Mstep: Class 5 contains 44220 members 
Mstep: Class 6 contains 62977 members 
Mstep: Class 7 contains 44430 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45604 members 
Mstep: Class 11 contains 44486 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43418 members 
Mstep: Class 15 contains 42397 members 
Mstep: Class 16 contains 7494 members 
Mstep: Class 17 contains 35565 members 
Mstep: Class 18 contains 2444 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42671 members 
Mstep: Class 21 contains 30803 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 17040 members 
Mstep: Class 24 contains 44153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905104.000000 Penalty: 80096.007812
Iteration 109Q: 25 clusters Score -1.269051e+08 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51803 members 
Mstep: Class 2 contains 42133 members 
Mstep: Class 3 contains 44549 members 
Mstep: Class 4 contains 47909 members 
Mstep: Class 5 contains 44212 members 
Mstep: Class 6 contains 62822 members 
Mstep: Class 7 contains 44595 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45563 members 
Mstep: Class 11 contains 44593 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43499 members 
Mstep: Class 15 contains 42411 members 
Mstep: Class 16 contains 7220 members 
Mstep: Class 17 contains 35948 members 
Mstep: Class 18 contains 2445 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42652 members 
Mstep: Class 21 contains 30801 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 16903 members 
Mstep: Class 24 contains 44315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905384.000000 Penalty: 80096.007812
Iteration 110Q: 25 clusters Score -1.269054e+08 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 42141 members 
Mstep: Class 3 contains 44626 members 
Mstep: Class 4 contains 47966 members 
Mstep: Class 5 contains 44200 members 
Mstep: Class 6 contains 62683 members 
Mstep: Class 7 contains 44677 members 
Mstep: Class 8 contains 1055 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45546 members 
Mstep: Class 11 contains 44623 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43585 members 
Mstep: Class 15 contains 42473 members 
Mstep: Class 16 contains 6914 members 
Mstep: Class 17 contains 36382 members 
Mstep: Class 18 contains 2447 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42640 members 
Mstep: Class 21 contains 30793 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 16840 members 
Mstep: Class 24 contains 44419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905552.000000 Penalty: 80096.007812
Iteration 111Q: 25 clusters Score -1.269056e+08 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 42151 members 
Mstep: Class 3 contains 44676 members 
Mstep: Class 4 contains 47986 members 
Mstep: Class 5 contains 44222 members 
Mstep: Class 6 contains 62530 members 
Mstep: Class 7 contains 44711 members 
Mstep: Class 8 contains 1055 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45467 members 
Mstep: Class 11 contains 44647 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43689 members 
Mstep: Class 15 contains 42464 members 
Mstep: Class 16 contains 6643 members 
Mstep: Class 17 contains 36792 members 
Mstep: Class 18 contains 2448 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42620 members 
Mstep: Class 21 contains 30796 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 16919 members 
Mstep: Class 24 contains 44508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126905928.000000 Penalty: 80096.007812
Iteration 112Q: 25 clusters Score -1.269059e+08 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 42139 members 
Mstep: Class 3 contains 44721 members 
Mstep: Class 4 contains 48036 members 
Mstep: Class 5 contains 44242 members 
Mstep: Class 6 contains 62286 members 
Mstep: Class 7 contains 44739 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45451 members 
Mstep: Class 11 contains 44637 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43768 members 
Mstep: Class 15 contains 42459 members 
Mstep: Class 16 contains 6367 members 
Mstep: Class 17 contains 37229 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42589 members 
Mstep: Class 21 contains 30800 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 17053 members 
Mstep: Class 24 contains 44569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906120.000000 Penalty: 80096.007812
Iteration 113Q: 25 clusters Score -1.269061e+08 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 42113 members 
Mstep: Class 3 contains 44753 members 
Mstep: Class 4 contains 48050 members 
Mstep: Class 5 contains 44222 members 
Mstep: Class 6 contains 62037 members 
Mstep: Class 7 contains 44690 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45408 members 
Mstep: Class 11 contains 44636 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43831 members 
Mstep: Class 15 contains 42396 members 
Mstep: Class 16 contains 6127 members 
Mstep: Class 17 contains 37739 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42549 members 
Mstep: Class 21 contains 30820 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 17273 members 
Mstep: Class 24 contains 44609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906776.000000 Penalty: 80096.007812
Iteration 114Q: 25 clusters Score -1.269068e+08 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 42117 members 
Mstep: Class 3 contains 44758 members 
Mstep: Class 4 contains 48066 members 
Mstep: Class 5 contains 44208 members 
Mstep: Class 6 contains 61779 members 
Mstep: Class 7 contains 44643 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45333 members 
Mstep: Class 11 contains 44635 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43852 members 
Mstep: Class 15 contains 42331 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 38288 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42545 members 
Mstep: Class 21 contains 30805 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 17518 members 
Mstep: Class 24 contains 44648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126906832.000000 Penalty: 80096.007812
Iteration 115Q: 25 clusters Score -1.269068e+08 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 42080 members 
Mstep: Class 3 contains 44717 members 
Mstep: Class 4 contains 48090 members 
Mstep: Class 5 contains 44152 members 
Mstep: Class 6 contains 61525 members 
Mstep: Class 7 contains 44508 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45290 members 
Mstep: Class 11 contains 44667 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43875 members 
Mstep: Class 15 contains 42383 members 
Mstep: Class 16 contains 5650 members 
Mstep: Class 17 contains 38889 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42531 members 
Mstep: Class 21 contains 30796 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 17820 members 
Mstep: Class 24 contains 44647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907152.000000 Penalty: 80096.007812
Iteration 116Q: 25 clusters Score -1.269072e+08 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 42007 members 
Mstep: Class 3 contains 44673 members 
Mstep: Class 4 contains 48091 members 
Mstep: Class 5 contains 44125 members 
Mstep: Class 6 contains 61160 members 
Mstep: Class 7 contains 44408 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45244 members 
Mstep: Class 11 contains 44693 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43917 members 
Mstep: Class 15 contains 42400 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 39431 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42511 members 
Mstep: Class 21 contains 30805 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 18201 members 
Mstep: Class 24 contains 44660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907560.000000 Penalty: 80096.007812
Iteration 117Q: 25 clusters Score -1.269076e+08 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 41977 members 
Mstep: Class 3 contains 44573 members 
Mstep: Class 4 contains 48100 members 
Mstep: Class 5 contains 44110 members 
Mstep: Class 6 contains 60816 members 
Mstep: Class 7 contains 44328 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45184 members 
Mstep: Class 11 contains 44708 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43941 members 
Mstep: Class 15 contains 42383 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 39949 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42506 members 
Mstep: Class 21 contains 30826 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 18625 members 
Mstep: Class 24 contains 44620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126907864.000000 Penalty: 80096.007812
Iteration 118Q: 25 clusters Score -1.269079e+08 nChanged 4213
Entering ConstructFrom: 
Score: -126907864.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (49919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Entering Unmasked Estep 
Score: -9359369.000000 Penalty: 2682.903076
	Iteration 0F: 2 clusters Score -9359369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -9330853.000000 Penalty: 5365.806152
	Iteration 0F: 3 clusters Score -9330853 nChanged 23078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -9343673.000000 Penalty: 5365.806152
	Iteration 1F: 3 clusters Score -9343673 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -9344503.000000 Penalty: 5365.806152
	Iteration 2Q: 3 clusters Score -9344503 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -9345504.000000 Penalty: 5365.806152
	Iteration 3F: 3 clusters Score -9345504 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -9346780.000000 Penalty: 5365.806152
	Iteration 4F: 3 clusters Score -9346780 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -9348358.000000 Penalty: 5365.806152
	Iteration 5F: 3 clusters Score -9348358 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -9350200.000000 Penalty: 5365.806152
	Iteration 6F: 3 clusters Score -9350200 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -9352108.000000 Penalty: 5365.806152
	Iteration 7F: 3 clusters Score -9352108 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -9354102.000000 Penalty: 5365.806152
	Iteration 8F: 3 clusters Score -9354102 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -9355805.000000 Penalty: 5365.806152
	Iteration 9Q: 3 clusters Score -9355805 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -9357137.000000 Penalty: 5365.806152
	Iteration 10Q: 3 clusters Score -9357137 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -9357813.000000 Penalty: 5365.806152
	Iteration 11Q: 3 clusters Score -9357813 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -9357832.000000 Penalty: 5365.806152
	Iteration 12Q: 3 clusters Score -9357832 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -9357704.000000 Penalty: 5365.806152
	Iteration 13Q: 3 clusters Score -9357704 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9357524.000000 Penalty: 5365.806152
	Iteration 14Q: 3 clusters Score -9357524 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9357379.000000 Penalty: 5365.806152
	Iteration 15Q: 3 clusters Score -9357379 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9357259.000000 Penalty: 5365.806152
	Iteration 16Q: 3 clusters Score -9357259 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9357243.000000 Penalty: 5365.806152
	Iteration 17Q: 3 clusters Score -9357243 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9357245.000000 Penalty: 5365.806152
	Iteration 18Q: 3 clusters Score -9357245 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49569 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9357250.000000 Penalty: 5365.806152
	Iteration 19Q: 3 clusters Score -9357250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9357233.000000 Penalty: 5365.806152
	Iteration 20F: 3 clusters Score -9357233 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9357232.000000 Penalty: 5365.806152
	Iteration 21Q: 3 clusters Score -9357232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9357233.000000 Penalty: 5365.806152
	Iteration 22Q: 3 clusters Score -9357233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9357234.000000 Penalty: 5365.806152
	Iteration 23Q: 3 clusters Score -9357234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9357239.000000 Penalty: 5365.806152
	Iteration 24Q: 3 clusters Score -9357239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9357239.000000 Penalty: 5365.806152
	Iteration 25Q: 3 clusters Score -9357239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9357244.000000 Penalty: 5365.806152
	Iteration 26Q: 3 clusters Score -9357244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9357244.000000 Penalty: 5365.806152
	Iteration 27F: 3 clusters Score -9357244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Entering Unmasked Estep 
Score: -7709909.500000 Penalty: 2639.592529
	Iteration 0F: 2 clusters Score -7709910 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 20945 members 
Entering Unmasked Estep 
Score: -7681590.000000 Penalty: 5279.185059
	Iteration 0F: 3 clusters Score -7681590 nChanged 19216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -7692080.000000 Penalty: 5279.185059
	Iteration 1F: 3 clusters Score -7692080 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -7692485.500000 Penalty: 5279.185059
	Iteration 2Q: 3 clusters Score -7692486 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -7692785.500000 Penalty: 5279.185059
	Iteration 3Q: 3 clusters Score -7692786 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -7693110.000000 Penalty: 5279.185059
	Iteration 4Q: 3 clusters Score -7693110 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -7693450.000000 Penalty: 5279.185059
	Iteration 5Q: 3 clusters Score -7693450 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -7693812.500000 Penalty: 5279.185059
	Iteration 6Q: 3 clusters Score -7693812 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -7694323.000000 Penalty: 5279.185059
	Iteration 7Q: 3 clusters Score -7694323 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -7695180.500000 Penalty: 5279.185059
	Iteration 8Q: 3 clusters Score -7695180 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -7696576.500000 Penalty: 5279.185059
	Iteration 9F: 3 clusters Score -7696576 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -7698781.000000 Penalty: 5279.185059
	Iteration 10F: 3 clusters Score -7698781 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -7701476.500000 Penalty: 5279.185059
	Iteration 11F: 3 clusters Score -7701476 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -7704035.500000 Penalty: 5279.185059
	Iteration 12F: 3 clusters Score -7704036 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -7705950.500000 Penalty: 5279.185059
	Iteration 13Q: 3 clusters Score -7705950 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -7707093.000000 Penalty: 5279.185059
	Iteration 14Q: 3 clusters Score -7707093 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -7707738.000000 Penalty: 5279.185059
	Iteration 15Q: 3 clusters Score -7707738 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -7708007.500000 Penalty: 5279.185059
	Iteration 16Q: 3 clusters Score -7708008 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -7708193.500000 Penalty: 5279.185059
	Iteration 17Q: 3 clusters Score -7708194 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7708323.500000 Penalty: 5279.185059
	Iteration 18Q: 3 clusters Score -7708324 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -7708351.500000 Penalty: 5279.185059
	Iteration 19Q: 3 clusters Score -7708352 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -7708401.000000 Penalty: 5279.185059
	Iteration 20F: 3 clusters Score -7708401 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -7708449.000000 Penalty: 5279.185059
	Iteration 21Q: 3 clusters Score -7708449 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -7708463.000000 Penalty: 5279.185059
	Iteration 22Q: 3 clusters Score -7708463 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7708464.500000 Penalty: 5279.185059
	Iteration 23Q: 3 clusters Score -7708464 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7708477.000000 Penalty: 5279.185059
	Iteration 24Q: 3 clusters Score -7708477 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -7708486.500000 Penalty: 5279.185059
	Iteration 25Q: 3 clusters Score -7708486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7708488.000000 Penalty: 5279.185059
	Iteration 26Q: 3 clusters Score -7708488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -7708500.500000 Penalty: 5279.185059
	Iteration 27Q: 3 clusters Score -7708500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -7708507.000000 Penalty: 5279.185059
	Iteration 28Q: 3 clusters Score -7708507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7708506.000000 Penalty: 5279.185059
	Iteration 29Q: 3 clusters Score -7708506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7708513.000000 Penalty: 5279.185059
	Iteration 30Q: 3 clusters Score -7708513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7708511.500000 Penalty: 5279.185059
	Iteration 31Q: 3 clusters Score -7708512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -7708515.000000 Penalty: 5279.185059
	Iteration 32Q: 3 clusters Score -7708515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7708525.500000 Penalty: 5279.185059
	Iteration 33Q: 3 clusters Score -7708526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7708543.000000 Penalty: 5279.185059
	Iteration 34Q: 3 clusters Score -7708543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7708533.500000 Penalty: 5279.185059
	Iteration 35Q: 3 clusters Score -7708534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -7708532.500000 Penalty: 5279.185059
	Iteration 36Q: 3 clusters Score -7708532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -7708526.500000 Penalty: 5279.185059
	Iteration 37Q: 3 clusters Score -7708526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -7708528.000000 Penalty: 5279.185059
	Iteration 38Q: 3 clusters Score -7708528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -7708522.500000 Penalty: 5279.185059
	Iteration 39Q: 3 clusters Score -7708522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7708518.500000 Penalty: 5279.185059
	Iteration 40F: 3 clusters Score -7708518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -7708519.500000 Penalty: 5279.185059
	Iteration 41Q: 3 clusters Score -7708520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -7708517.500000 Penalty: 5279.185059
	Iteration 42Q: 3 clusters Score -7708518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7708524.000000 Penalty: 5279.185059
	Iteration 43Q: 3 clusters Score -7708524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7708524.000000 Penalty: 5279.185059
	Iteration 44Q: 3 clusters Score -7708524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7708531.000000 Penalty: 5279.185059
	Iteration 45Q: 3 clusters Score -7708531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7708534.500000 Penalty: 5279.185059
	Iteration 46Q: 3 clusters Score -7708534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7708534.500000 Penalty: 5279.185059
	Iteration 47Q: 3 clusters Score -7708534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -7708541.000000 Penalty: 5279.185059
	Iteration 48Q: 3 clusters Score -7708541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -7708534.500000 Penalty: 5279.185059
	Iteration 49Q: 3 clusters Score -7708534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -7708529.000000 Penalty: 5279.185059
	Iteration 50Q: 3 clusters Score -7708529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -7708535.000000 Penalty: 5279.185059
	Iteration 51Q: 3 clusters Score -7708535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7708538.000000 Penalty: 5279.185059
	Iteration 52Q: 3 clusters Score -7708538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7708544.000000 Penalty: 5279.185059
	Iteration 53Q: 3 clusters Score -7708544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7708545.000000 Penalty: 5279.185059
	Iteration 54Q: 3 clusters Score -7708545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7708545.000000 Penalty: 5279.185059
	Iteration 55Q: 3 clusters Score -7708545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7708545.000000 Penalty: 5279.185059
	Iteration 56F: 3 clusters Score -7708545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Entering Unmasked Estep 
Score: -8199453.000000 Penalty: 2654.376709
	Iteration 0F: 2 clusters Score -8199453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -8169996.500000 Penalty: 5308.753418
	Iteration 0F: 3 clusters Score -8169996 nChanged 20533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -8181153.500000 Penalty: 5308.753418
	Iteration 1F: 3 clusters Score -8181154 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -8181585.500000 Penalty: 5308.753418
	Iteration 2Q: 3 clusters Score -8181586 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -8182004.000000 Penalty: 5308.753418
	Iteration 3Q: 3 clusters Score -8182004 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -8182354.000000 Penalty: 5308.753418
	Iteration 4Q: 3 clusters Score -8182354 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -8182728.500000 Penalty: 5308.753418
	Iteration 5Q: 3 clusters Score -8182728 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -8183077.500000 Penalty: 5308.753418
	Iteration 6Q: 3 clusters Score -8183078 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8183379.000000 Penalty: 5308.753418
	Iteration 7Q: 3 clusters Score -8183379 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -8183700.000000 Penalty: 5308.753418
	Iteration 8Q: 3 clusters Score -8183700 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -8184063.500000 Penalty: 5308.753418
	Iteration 9Q: 3 clusters Score -8184064 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -8184487.000000 Penalty: 5308.753418
	Iteration 10Q: 3 clusters Score -8184487 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -8184934.500000 Penalty: 5308.753418
	Iteration 11Q: 3 clusters Score -8184934 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -8185482.500000 Penalty: 5308.753418
	Iteration 12Q: 3 clusters Score -8185482 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -8186319.500000 Penalty: 5308.753418
	Iteration 13Q: 3 clusters Score -8186320 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -8187644.500000 Penalty: 5308.753418
	Iteration 14Q: 3 clusters Score -8187644 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -8189362.000000 Penalty: 5308.753418
	Iteration 15F: 3 clusters Score -8189362 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -8191326.500000 Penalty: 5308.753418
	Iteration 16F: 3 clusters Score -8191326 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -8193235.000000 Penalty: 5308.753418
	Iteration 17F: 3 clusters Score -8193235 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -8194624.000000 Penalty: 5308.753418
	Iteration 18Q: 3 clusters Score -8194624 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -8195520.000000 Penalty: 5308.753418
	Iteration 19Q: 3 clusters Score -8195520 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -8196155.000000 Penalty: 5308.753418
	Iteration 20F: 3 clusters Score -8196155 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -8196654.000000 Penalty: 5308.753418
	Iteration 21Q: 3 clusters Score -8196654 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -8197053.000000 Penalty: 5308.753418
	Iteration 22Q: 3 clusters Score -8197053 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -8197342.500000 Penalty: 5308.753418
	Iteration 23Q: 3 clusters Score -8197342 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -8197566.500000 Penalty: 5308.753418
	Iteration 24Q: 3 clusters Score -8197566 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -8197730.000000 Penalty: 5308.753418
	Iteration 25Q: 3 clusters Score -8197730 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -8197894.000000 Penalty: 5308.753418
	Iteration 26Q: 3 clusters Score -8197894 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -8197993.500000 Penalty: 5308.753418
	Iteration 27Q: 3 clusters Score -8197994 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -8198070.500000 Penalty: 5308.753418
	Iteration 28Q: 3 clusters Score -8198070 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -8198137.500000 Penalty: 5308.753418
	Iteration 29Q: 3 clusters Score -8198138 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -8198171.500000 Penalty: 5308.753418
	Iteration 30Q: 3 clusters Score -8198172 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -8198188.500000 Penalty: 5308.753418
	Iteration 31Q: 3 clusters Score -8198188 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -8198214.500000 Penalty: 5308.753418
	Iteration 32Q: 3 clusters Score -8198214 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -8198248.000000 Penalty: 5308.753418
	Iteration 33Q: 3 clusters Score -8198248 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -8198295.000000 Penalty: 5308.753418
	Iteration 34Q: 3 clusters Score -8198295 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -8198329.000000 Penalty: 5308.753418
	Iteration 35Q: 3 clusters Score -8198329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -8198353.500000 Penalty: 5308.753418
	Iteration 36Q: 3 clusters Score -8198354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -8198358.500000 Penalty: 5308.753418
	Iteration 37Q: 3 clusters Score -8198358 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -8198357.500000 Penalty: 5308.753418
	Iteration 38Q: 3 clusters Score -8198358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -8198363.000000 Penalty: 5308.753418
	Iteration 39Q: 3 clusters Score -8198363 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -8198361.000000 Penalty: 5308.753418
	Iteration 40F: 3 clusters Score -8198361 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -8198367.000000 Penalty: 5308.753418
	Iteration 41Q: 3 clusters Score -8198367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -8198364.500000 Penalty: 5308.753418
	Iteration 42Q: 3 clusters Score -8198364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -8198362.500000 Penalty: 5308.753418
	Iteration 43Q: 3 clusters Score -8198362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -8198373.000000 Penalty: 5308.753418
	Iteration 44Q: 3 clusters Score -8198373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -8198381.000000 Penalty: 5308.753418
	Iteration 45Q: 3 clusters Score -8198381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -8198374.500000 Penalty: 5308.753418
	Iteration 46Q: 3 clusters Score -8198374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -8198365.000000 Penalty: 5308.753418
	Iteration 47Q: 3 clusters Score -8198365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -8198362.000000 Penalty: 5308.753418
	Iteration 48Q: 3 clusters Score -8198362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -8198360.000000 Penalty: 5308.753418
	Iteration 49Q: 3 clusters Score -8198360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -8198352.000000 Penalty: 5308.753418
	Iteration 50Q: 3 clusters Score -8198352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -8198356.500000 Penalty: 5308.753418
	Iteration 51Q: 3 clusters Score -8198356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -8198358.500000 Penalty: 5308.753418
	Iteration 52Q: 3 clusters Score -8198358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -8198360.500000 Penalty: 5308.753418
	Iteration 53Q: 3 clusters Score -8198360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -8198356.000000 Penalty: 5308.753418
	Iteration 54Q: 3 clusters Score -8198356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -8198348.000000 Penalty: 5308.753418
	Iteration 55Q: 3 clusters Score -8198348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -8198351.000000 Penalty: 5308.753418
	Iteration 56Q: 3 clusters Score -8198351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -8198357.000000 Penalty: 5308.753418
	Iteration 57Q: 3 clusters Score -8198357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -8198358.500000 Penalty: 5308.753418
	Iteration 58Q: 3 clusters Score -8198358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -8198358.000000 Penalty: 5308.753418
	Iteration 59Q: 3 clusters Score -8198358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -8198373.000000 Penalty: 5308.753418
	Iteration 60F: 3 clusters Score -8198373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -8198379.500000 Penalty: 5308.753418
	Iteration 61Q: 3 clusters Score -8198380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -8198361.000000 Penalty: 5308.753418
	Iteration 62Q: 3 clusters Score -8198361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -8198374.500000 Penalty: 5308.753418
	Iteration 63Q: 3 clusters Score -8198374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -8198375.000000 Penalty: 5308.753418
	Iteration 64Q: 3 clusters Score -8198375 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -8198381.500000 Penalty: 5308.753418
	Iteration 65Q: 3 clusters Score -8198382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -8198375.500000 Penalty: 5308.753418
	Iteration 66Q: 3 clusters Score -8198376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -8198379.000000 Penalty: 5308.753418
	Iteration 67Q: 3 clusters Score -8198379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -8198386.000000 Penalty: 5308.753418
	Iteration 68Q: 3 clusters Score -8198386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -8198389.500000 Penalty: 5308.753418
	Iteration 69Q: 3 clusters Score -8198390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -8198383.500000 Penalty: 5308.753418
	Iteration 70Q: 3 clusters Score -8198384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -8198372.500000 Penalty: 5308.753418
	Iteration 71Q: 3 clusters Score -8198372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -8198376.500000 Penalty: 5308.753418
	Iteration 72Q: 3 clusters Score -8198376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -8198368.000000 Penalty: 5308.753418
	Iteration 73Q: 3 clusters Score -8198368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -8198365.000000 Penalty: 5308.753418
	Iteration 74Q: 3 clusters Score -8198365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -8198363.500000 Penalty: 5308.753418
	Iteration 75Q: 3 clusters Score -8198364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -8198356.500000 Penalty: 5308.753418
	Iteration 76Q: 3 clusters Score -8198356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -8198362.000000 Penalty: 5308.753418
	Iteration 77Q: 3 clusters Score -8198362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -8198379.000000 Penalty: 5308.753418
	Iteration 78Q: 3 clusters Score -8198379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -8198381.500000 Penalty: 5308.753418
	Iteration 79Q: 3 clusters Score -8198382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -8198382.000000 Penalty: 5308.753418
	Iteration 80F: 3 clusters Score -8198382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -8198380.000000 Penalty: 5308.753418
	Iteration 81Q: 3 clusters Score -8198380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -8198378.500000 Penalty: 5308.753418
	Iteration 82Q: 3 clusters Score -8198378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -8198369.000000 Penalty: 5308.753418
	Iteration 83Q: 3 clusters Score -8198369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -8198359.000000 Penalty: 5308.753418
	Iteration 84Q: 3 clusters Score -8198359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -8198360.500000 Penalty: 5308.753418
	Iteration 85Q: 3 clusters Score -8198360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -8198363.500000 Penalty: 5308.753418
	Iteration 86Q: 3 clusters Score -8198364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -8198364.500000 Penalty: 5308.753418
	Iteration 87Q: 3 clusters Score -8198364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -8198365.500000 Penalty: 5308.753418
	Iteration 88Q: 3 clusters Score -8198366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -8198363.500000 Penalty: 5308.753418
	Iteration 89Q: 3 clusters Score -8198364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -8198363.500000 Penalty: 5308.753418
	Iteration 90F: 3 clusters Score -8198364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Entering Unmasked Estep 
Score: -8791654.000000 Penalty: 2673.676758
	Iteration 0F: 2 clusters Score -8791654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -8761042.000000 Penalty: 5347.353516
	Iteration 0F: 3 clusters Score -8761042 nChanged 22140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8773068.000000 Penalty: 5347.353516
	Iteration 1F: 3 clusters Score -8773068 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -8773576.000000 Penalty: 5347.353516
	Iteration 2Q: 3 clusters Score -8773576 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -8774074.000000 Penalty: 5347.353516
	Iteration 3Q: 3 clusters Score -8774074 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -8774552.000000 Penalty: 5347.353516
	Iteration 4Q: 3 clusters Score -8774552 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -8775245.000000 Penalty: 5347.353516
	Iteration 5Q: 3 clusters Score -8775245 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -8776071.000000 Penalty: 5347.353516
	Iteration 6Q: 3 clusters Score -8776071 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -8777192.000000 Penalty: 5347.353516
	Iteration 7Q: 3 clusters Score -8777192 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -8778563.000000 Penalty: 5347.353516
	Iteration 8Q: 3 clusters Score -8778563 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -8780063.000000 Penalty: 5347.353516
	Iteration 9Q: 3 clusters Score -8780063 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -8781714.000000 Penalty: 5347.353516
	Iteration 10Q: 3 clusters Score -8781714 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -8783345.000000 Penalty: 5347.353516
	Iteration 11Q: 3 clusters Score -8783345 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -8784825.000000 Penalty: 5347.353516
	Iteration 12Q: 3 clusters Score -8784825 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -8786016.000000 Penalty: 5347.353516
	Iteration 13Q: 3 clusters Score -8786016 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -8786957.000000 Penalty: 5347.353516
	Iteration 14Q: 3 clusters Score -8786957 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -8787611.000000 Penalty: 5347.353516
	Iteration 15Q: 3 clusters Score -8787611 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -8788145.000000 Penalty: 5347.353516
	Iteration 16Q: 3 clusters Score -8788145 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8788542.000000 Penalty: 5347.353516
	Iteration 17Q: 3 clusters Score -8788542 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -8788844.000000 Penalty: 5347.353516
	Iteration 18Q: 3 clusters Score -8788844 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -8789056.000000 Penalty: 5347.353516
	Iteration 19Q: 3 clusters Score -8789056 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8789250.000000 Penalty: 5347.353516
	Iteration 20F: 3 clusters Score -8789250 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8789365.000000 Penalty: 5347.353516
	Iteration 21Q: 3 clusters Score -8789365 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8789438.000000 Penalty: 5347.353516
	Iteration 22Q: 3 clusters Score -8789438 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8789464.000000 Penalty: 5347.353516
	Iteration 23Q: 3 clusters Score -8789464 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8789505.000000 Penalty: 5347.353516
	Iteration 24Q: 3 clusters Score -8789505 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8789533.000000 Penalty: 5347.353516
	Iteration 25Q: 3 clusters Score -8789533 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8789562.000000 Penalty: 5347.353516
	Iteration 26Q: 3 clusters Score -8789562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8789575.000000 Penalty: 5347.353516
	Iteration 27Q: 3 clusters Score -8789575 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8789571.000000 Penalty: 5347.353516
	Iteration 28Q: 3 clusters Score -8789571 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8789602.000000 Penalty: 5347.353516
	Iteration 29Q: 3 clusters Score -8789602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8789585.000000 Penalty: 5347.353516
	Iteration 30Q: 3 clusters Score -8789585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8789592.000000 Penalty: 5347.353516
	Iteration 31Q: 3 clusters Score -8789592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8789601.000000 Penalty: 5347.353516
	Iteration 32Q: 3 clusters Score -8789601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8789614.000000 Penalty: 5347.353516
	Iteration 33Q: 3 clusters Score -8789614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8789614.000000 Penalty: 5347.353516
	Iteration 34Q: 3 clusters Score -8789614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8789611.000000 Penalty: 5347.353516
	Iteration 35Q: 3 clusters Score -8789611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8789611.000000 Penalty: 5347.353516
	Iteration 36Q: 3 clusters Score -8789611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8789618.000000 Penalty: 5347.353516
	Iteration 37Q: 3 clusters Score -8789618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8789623.000000 Penalty: 5347.353516
	Iteration 38Q: 3 clusters Score -8789623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8789637.000000 Penalty: 5347.353516
	Iteration 39Q: 3 clusters Score -8789637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8789653.000000 Penalty: 5347.353516
	Iteration 40F: 3 clusters Score -8789653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8789657.000000 Penalty: 5347.353516
	Iteration 41Q: 3 clusters Score -8789657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8789650.000000 Penalty: 5347.353516
	Iteration 42Q: 3 clusters Score -8789650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8789653.000000 Penalty: 5347.353516
	Iteration 43Q: 3 clusters Score -8789653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8789657.000000 Penalty: 5347.353516
	Iteration 44Q: 3 clusters Score -8789657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8789657.000000 Penalty: 5347.353516
	Iteration 45F: 3 clusters Score -8789657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Entering Unmasked Estep 
Score: -8149626.000000 Penalty: 2652.013428
	Iteration 0F: 2 clusters Score -8149626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -8120305.500000 Penalty: 5304.026855
	Iteration 0F: 3 clusters Score -8120306 nChanged 20301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -8131495.000000 Penalty: 5304.026855
	Iteration 1F: 3 clusters Score -8131495 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -8131926.500000 Penalty: 5304.026855
	Iteration 2Q: 3 clusters Score -8131926 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -8132314.500000 Penalty: 5304.026855
	Iteration 3Q: 3 clusters Score -8132314 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -8132788.500000 Penalty: 5304.026855
	Iteration 4Q: 3 clusters Score -8132788 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -8133314.500000 Penalty: 5304.026855
	Iteration 5Q: 3 clusters Score -8133314 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -8134083.000000 Penalty: 5304.026855
	Iteration 6Q: 3 clusters Score -8134083 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -8135141.500000 Penalty: 5304.026855
	Iteration 7Q: 3 clusters Score -8135142 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -8136713.500000 Penalty: 5304.026855
	Iteration 8F: 3 clusters Score -8136714 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -8138875.500000 Penalty: 5304.026855
	Iteration 9F: 3 clusters Score -8138876 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -8141712.500000 Penalty: 5304.026855
	Iteration 10F: 3 clusters Score -8141712 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -8144231.000000 Penalty: 5304.026855
	Iteration 11F: 3 clusters Score -8144231 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8145869.500000 Penalty: 5304.026855
	Iteration 12Q: 3 clusters Score -8145870 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8146653.500000 Penalty: 5304.026855
	Iteration 13Q: 3 clusters Score -8146654 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8147020.500000 Penalty: 5304.026855
	Iteration 14Q: 3 clusters Score -8147020 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8147123.500000 Penalty: 5304.026855
	Iteration 15Q: 3 clusters Score -8147124 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8147180.000000 Penalty: 5304.026855
	Iteration 16Q: 3 clusters Score -8147180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8147243.500000 Penalty: 5304.026855
	Iteration 17Q: 3 clusters Score -8147244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8147293.000000 Penalty: 5304.026855
	Iteration 18Q: 3 clusters Score -8147293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8147325.000000 Penalty: 5304.026855
	Iteration 19Q: 3 clusters Score -8147325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8147334.500000 Penalty: 5304.026855
	Iteration 20F: 3 clusters Score -8147334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8147345.500000 Penalty: 5304.026855
	Iteration 21Q: 3 clusters Score -8147346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8147347.000000 Penalty: 5304.026855
	Iteration 22Q: 3 clusters Score -8147347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8147352.000000 Penalty: 5304.026855
	Iteration 23Q: 3 clusters Score -8147352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8147357.000000 Penalty: 5304.026855
	Iteration 24Q: 3 clusters Score -8147357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8147361.000000 Penalty: 5304.026855
	Iteration 25Q: 3 clusters Score -8147361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8147363.000000 Penalty: 5304.026855
	Iteration 26Q: 3 clusters Score -8147363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8147370.500000 Penalty: 5304.026855
	Iteration 27Q: 3 clusters Score -8147370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8147369.500000 Penalty: 5304.026855
	Iteration 28Q: 3 clusters Score -8147370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8147370.500000 Penalty: 5304.026855
	Iteration 29Q: 3 clusters Score -8147370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8147374.000000 Penalty: 5304.026855
	Iteration 30Q: 3 clusters Score -8147374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8147378.000000 Penalty: 5304.026855
	Iteration 31Q: 3 clusters Score -8147378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8147378.000000 Penalty: 5304.026855
	Iteration 32F: 3 clusters Score -8147378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (60468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60468 members 
Entering Unmasked Estep 
Score: -11273413.000000 Penalty: 2730.447754
	Iteration 0F: 2 clusters Score -1.127341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -11244087.000000 Penalty: 5460.895508
	Iteration 0F: 3 clusters Score -1.124409e+07 nChanged 28164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -11259912.000000 Penalty: 5460.895508
	Iteration 1F: 3 clusters Score -1.125991e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -11260485.000000 Penalty: 5460.895508
	Iteration 2Q: 3 clusters Score -1.126048e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -11260976.000000 Penalty: 5460.895508
	Iteration 3Q: 3 clusters Score -1.126098e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -11261565.000000 Penalty: 5460.895508
	Iteration 4Q: 3 clusters Score -1.126156e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -11262207.000000 Penalty: 5460.895508
	Iteration 5Q: 3 clusters Score -1.126221e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -11263013.000000 Penalty: 5460.895508
	Iteration 6Q: 3 clusters Score -1.126301e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -11264001.000000 Penalty: 5460.895508
	Iteration 7Q: 3 clusters Score -1.1264e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -11265528.000000 Penalty: 5460.895508
	Iteration 8Q: 3 clusters Score -1.126553e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -11267576.000000 Penalty: 5460.895508
	Iteration 9F: 3 clusters Score -1.126758e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -11269979.000000 Penalty: 5460.895508
	Iteration 10F: 3 clusters Score -1.126998e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -11272184.000000 Penalty: 5460.895508
	Iteration 11F: 3 clusters Score -1.127218e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -11273505.000000 Penalty: 5460.895508
	Iteration 12Q: 3 clusters Score -1.12735e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -11274247.000000 Penalty: 5460.895508
	Iteration 13Q: 3 clusters Score -1.127425e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -11274592.000000 Penalty: 5460.895508
	Iteration 14Q: 3 clusters Score -1.127459e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -11274752.000000 Penalty: 5460.895508
	Iteration 15Q: 3 clusters Score -1.127475e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -11274889.000000 Penalty: 5460.895508
	Iteration 16Q: 3 clusters Score -1.127489e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -11275003.000000 Penalty: 5460.895508
	Iteration 17Q: 3 clusters Score -1.1275e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -11274988.000000 Penalty: 5460.895508
	Iteration 18Q: 3 clusters Score -1.127499e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -11275054.000000 Penalty: 5460.895508
	Iteration 19Q: 3 clusters Score -1.127505e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -11274985.000000 Penalty: 5460.895508
	Iteration 20F: 3 clusters Score -1.127498e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -11274874.000000 Penalty: 5460.895508
	Iteration 21Q: 3 clusters Score -1.127487e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -11275211.000000 Penalty: 5460.895508
	Iteration 22Q: 3 clusters Score -1.127521e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -11275487.000000 Penalty: 5460.895508
	Iteration 23Q: 3 clusters Score -1.127549e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 45213 members 
Entering Unmasked Estep 
Score: -11275539.000000 Penalty: 5460.895508
	Iteration 24Q: 3 clusters Score -1.127554e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -11275303.000000 Penalty: 5460.895508
	Iteration 25Q: 3 clusters Score -1.12753e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -11275069.000000 Penalty: 5460.895508
	Iteration 26Q: 3 clusters Score -1.127507e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -11274702.000000 Penalty: 5460.895508
	Iteration 27Q: 3 clusters Score -1.12747e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -11274276.000000 Penalty: 5460.895508
	Iteration 28Q: 3 clusters Score -1.127428e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -11273729.000000 Penalty: 5460.895508
	Iteration 29Q: 3 clusters Score -1.127373e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -11273242.000000 Penalty: 5460.895508
	Iteration 30Q: 3 clusters Score -1.127324e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -11272747.000000 Penalty: 5460.895508
	Iteration 31Q: 3 clusters Score -1.127275e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 57443 members 
Entering Unmasked Estep 
Score: -11272410.000000 Penalty: 5460.895508
	Iteration 32Q: 3 clusters Score -1.127241e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 58068 members 
Entering Unmasked Estep 
Score: -11272151.000000 Penalty: 5460.895508
	Iteration 33Q: 3 clusters Score -1.127215e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -11271977.000000 Penalty: 5460.895508
	Iteration 34Q: 3 clusters Score -1.127198e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 58737 members 
Entering Unmasked Estep 
Score: -11271844.000000 Penalty: 5460.895508
	Iteration 35Q: 3 clusters Score -1.127184e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -11271739.000000 Penalty: 5460.895508
	Iteration 36Q: 3 clusters Score -1.127174e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -11271611.000000 Penalty: 5460.895508
	Iteration 37Q: 3 clusters Score -1.127161e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 59181 members 
Entering Unmasked Estep 
Score: -11271556.000000 Penalty: 5460.895508
	Iteration 38Q: 3 clusters Score -1.127156e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -11271531.000000 Penalty: 5460.895508
	Iteration 39Q: 3 clusters Score -1.127153e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -11271951.000000 Penalty: 5460.895508
	Iteration 40F: 3 clusters Score -1.127195e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -11271637.000000 Penalty: 5460.895508
	Iteration 41Q: 3 clusters Score -1.127164e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -11271552.000000 Penalty: 5460.895508
	Iteration 42Q: 3 clusters Score -1.127155e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 60022 members 
Entering Unmasked Estep 
Score: -11271503.000000 Penalty: 5460.895508
	Iteration 43Q: 3 clusters Score -1.12715e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 60064 members 
Entering Unmasked Estep 
Score: -11271472.000000 Penalty: 5460.895508
	Iteration 44Q: 3 clusters Score -1.127147e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 60092 members 
Entering Unmasked Estep 
Score: -11271463.000000 Penalty: 5460.895508
	Iteration 45Q: 3 clusters Score -1.127146e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 60110 members 
Entering Unmasked Estep 
Score: -11271460.000000 Penalty: 5460.895508
	Iteration 46Q: 3 clusters Score -1.127146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -11271462.000000 Penalty: 5460.895508
	Iteration 47Q: 3 clusters Score -1.127146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -11271459.000000 Penalty: 5460.895508
	Iteration 48Q: 3 clusters Score -1.127146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 60141 members 
Entering Unmasked Estep 
Score: -11271459.000000 Penalty: 5460.895508
	Iteration 49Q: 3 clusters Score -1.127146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -11271447.000000 Penalty: 5460.895508
	Iteration 50Q: 3 clusters Score -1.127145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 60160 members 
Entering Unmasked Estep 
Score: -11271447.000000 Penalty: 5460.895508
	Iteration 51Q: 3 clusters Score -1.127145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -11271441.000000 Penalty: 5460.895508
	Iteration 52Q: 3 clusters Score -1.127144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -11271444.000000 Penalty: 5460.895508
	Iteration 53Q: 3 clusters Score -1.127144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -11271455.000000 Penalty: 5460.895508
	Iteration 54Q: 3 clusters Score -1.127146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -11271445.000000 Penalty: 5460.895508
	Iteration 55Q: 3 clusters Score -1.127144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -11271447.000000 Penalty: 5460.895508
	Iteration 56Q: 3 clusters Score -1.127145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 60173 members 
Entering Unmasked Estep 
Score: -11271447.000000 Penalty: 5460.895508
	Iteration 57F: 3 clusters Score -1.127145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Entering Unmasked Estep 
Score: -8184218.000000 Penalty: 2652.889648
	Iteration 0F: 2 clusters Score -8184218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -8155241.500000 Penalty: 5305.779297
	Iteration 0F: 3 clusters Score -8155242 nChanged 20462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -8166412.500000 Penalty: 5305.779297
	Iteration 1F: 3 clusters Score -8166412 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -8166874.500000 Penalty: 5305.779297
	Iteration 2Q: 3 clusters Score -8166874 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -8167337.500000 Penalty: 5305.779297
	Iteration 3Q: 3 clusters Score -8167338 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -8167881.000000 Penalty: 5305.779297
	Iteration 4Q: 3 clusters Score -8167881 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -8168710.500000 Penalty: 5305.779297
	Iteration 5Q: 3 clusters Score -8168710 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -8169951.000000 Penalty: 5305.779297
	Iteration 6F: 3 clusters Score -8169951 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -8171847.000000 Penalty: 5305.779297
	Iteration 7F: 3 clusters Score -8171847 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -8174291.500000 Penalty: 5305.779297
	Iteration 8F: 3 clusters Score -8174292 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -8176792.000000 Penalty: 5305.779297
	Iteration 9F: 3 clusters Score -8176792 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -8178713.500000 Penalty: 5305.779297
	Iteration 10F: 3 clusters Score -8178714 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -8179747.500000 Penalty: 5305.779297
	Iteration 11Q: 3 clusters Score -8179748 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -8180268.000000 Penalty: 5305.779297
	Iteration 12Q: 3 clusters Score -8180268 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -8180467.000000 Penalty: 5305.779297
	Iteration 13Q: 3 clusters Score -8180467 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -8180662.000000 Penalty: 5305.779297
	Iteration 14Q: 3 clusters Score -8180662 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -8180828.500000 Penalty: 5305.779297
	Iteration 15Q: 3 clusters Score -8180828 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -8181004.000000 Penalty: 5305.779297
	Iteration 16Q: 3 clusters Score -8181004 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -8181136.500000 Penalty: 5305.779297
	Iteration 17Q: 3 clusters Score -8181136 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -8181229.000000 Penalty: 5305.779297
	Iteration 18Q: 3 clusters Score -8181229 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -8181335.000000 Penalty: 5305.779297
	Iteration 19Q: 3 clusters Score -8181335 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -8181506.500000 Penalty: 5305.779297
	Iteration 20F: 3 clusters Score -8181506 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -8181617.500000 Penalty: 5305.779297
	Iteration 21Q: 3 clusters Score -8181618 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -8181749.500000 Penalty: 5305.779297
	Iteration 22Q: 3 clusters Score -8181750 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -8181876.000000 Penalty: 5305.779297
	Iteration 23Q: 3 clusters Score -8181876 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -8182013.500000 Penalty: 5305.779297
	Iteration 24Q: 3 clusters Score -8182014 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -8182115.500000 Penalty: 5305.779297
	Iteration 25Q: 3 clusters Score -8182116 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -8182240.000000 Penalty: 5305.779297
	Iteration 26Q: 3 clusters Score -8182240 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -8182332.000000 Penalty: 5305.779297
	Iteration 27Q: 3 clusters Score -8182332 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8182387.000000 Penalty: 5305.779297
	Iteration 28Q: 3 clusters Score -8182387 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8182426.000000 Penalty: 5305.779297
	Iteration 29Q: 3 clusters Score -8182426 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8182433.500000 Penalty: 5305.779297
	Iteration 30Q: 3 clusters Score -8182434 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -8182420.500000 Penalty: 5305.779297
	Iteration 31Q: 3 clusters Score -8182420 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8182410.000000 Penalty: 5305.779297
	Iteration 32Q: 3 clusters Score -8182410 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8182443.500000 Penalty: 5305.779297
	Iteration 33Q: 3 clusters Score -8182444 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8182471.500000 Penalty: 5305.779297
	Iteration 34Q: 3 clusters Score -8182472 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8182468.000000 Penalty: 5305.779297
	Iteration 35Q: 3 clusters Score -8182468 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8182444.500000 Penalty: 5305.779297
	Iteration 36Q: 3 clusters Score -8182444 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8182417.000000 Penalty: 5305.779297
	Iteration 37Q: 3 clusters Score -8182417 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8182414.500000 Penalty: 5305.779297
	Iteration 38Q: 3 clusters Score -8182414 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8182427.000000 Penalty: 5305.779297
	Iteration 39Q: 3 clusters Score -8182427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8182422.000000 Penalty: 5305.779297
	Iteration 40F: 3 clusters Score -8182422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8182423.500000 Penalty: 5305.779297
	Iteration 41Q: 3 clusters Score -8182424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8182433.500000 Penalty: 5305.779297
	Iteration 42Q: 3 clusters Score -8182434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8182424.000000 Penalty: 5305.779297
	Iteration 43Q: 3 clusters Score -8182424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8182417.000000 Penalty: 5305.779297
	Iteration 44Q: 3 clusters Score -8182417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8182423.500000 Penalty: 5305.779297
	Iteration 45Q: 3 clusters Score -8182424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8182411.000000 Penalty: 5305.779297
	Iteration 46Q: 3 clusters Score -8182411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8182412.500000 Penalty: 5305.779297
	Iteration 47Q: 3 clusters Score -8182412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8182405.000000 Penalty: 5305.779297
	Iteration 48Q: 3 clusters Score -8182405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8182414.000000 Penalty: 5305.779297
	Iteration 49Q: 3 clusters Score -8182414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8182403.000000 Penalty: 5305.779297
	Iteration 50Q: 3 clusters Score -8182403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8182407.000000 Penalty: 5305.779297
	Iteration 51Q: 3 clusters Score -8182407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8182401.500000 Penalty: 5305.779297
	Iteration 52Q: 3 clusters Score -8182402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8182399.500000 Penalty: 5305.779297
	Iteration 53Q: 3 clusters Score -8182400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8182390.500000 Penalty: 5305.779297
	Iteration 54Q: 3 clusters Score -8182390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8182383.000000 Penalty: 5305.779297
	Iteration 55Q: 3 clusters Score -8182383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8182387.000000 Penalty: 5305.779297
	Iteration 56Q: 3 clusters Score -8182387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8182394.000000 Penalty: 5305.779297
	Iteration 57Q: 3 clusters Score -8182394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8182397.500000 Penalty: 5305.779297
	Iteration 58Q: 3 clusters Score -8182398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8182395.500000 Penalty: 5305.779297
	Iteration 59Q: 3 clusters Score -8182396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8182398.000000 Penalty: 5305.779297
	Iteration 60F: 3 clusters Score -8182398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8182393.500000 Penalty: 5305.779297
	Iteration 61Q: 3 clusters Score -8182394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8182402.500000 Penalty: 5305.779297
	Iteration 62Q: 3 clusters Score -8182402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8182396.000000 Penalty: 5305.779297
	Iteration 63Q: 3 clusters Score -8182396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8182391.000000 Penalty: 5305.779297
	Iteration 64Q: 3 clusters Score -8182391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8182384.000000 Penalty: 5305.779297
	Iteration 65Q: 3 clusters Score -8182384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8182383.000000 Penalty: 5305.779297
	Iteration 66Q: 3 clusters Score -8182383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8182380.500000 Penalty: 5305.779297
	Iteration 67Q: 3 clusters Score -8182380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8182391.500000 Penalty: 5305.779297
	Iteration 68Q: 3 clusters Score -8182392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8182383.500000 Penalty: 5305.779297
	Iteration 69Q: 3 clusters Score -8182384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8182383.500000 Penalty: 5305.779297
	Iteration 70Q: 3 clusters Score -8182384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8182388.500000 Penalty: 5305.779297
	Iteration 71Q: 3 clusters Score -8182388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8182388.500000 Penalty: 5305.779297
	Iteration 72F: 3 clusters Score -8182388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -183598.390625 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -183598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -181738.109375 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -181738.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -182233.109375 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -182233.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -182526.671875 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -182526.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -182759.406250 Penalty: 3451.861816
	Iteration 3F: 3 clusters Score -182759.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -182957.187500 Penalty: 3451.861816
	Iteration 4F: 3 clusters Score -182957.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -183128.968750 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -183129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -183246.781250 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -183246.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -183336.765625 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -183336.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -183379.671875 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -183379.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -183404.578125 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -183404.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -183412.046875 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -183412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -183419.468750 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -183419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -183435.109375 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -183435.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -183465.750000 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -183465.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -183502.812500 Penalty: 3451.861816
	Iteration 14Q: 3 clusters Score -183502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -183517.890625 Penalty: 3451.861816
	Iteration 15Q: 3 clusters Score -183517.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -183528.359375 Penalty: 3451.861816
	Iteration 16Q: 3 clusters Score -183528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -183531.781250 Penalty: 3451.861816
	Iteration 17Q: 3 clusters Score -183531.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -183535.593750 Penalty: 3451.861816
	Iteration 18Q: 3 clusters Score -183535.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -183537.656250 Penalty: 3451.861816
	Iteration 19F: 3 clusters Score -183537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -183543.125000 Penalty: 3451.861816
	Iteration 20F: 3 clusters Score -183543.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -84141.187500 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -84141.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -82642.648438 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -82642.65 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -82864.921875 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -82864.92 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -83015.375000 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -83015.38 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83160.984375 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -83160.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -83259.734375 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -83259.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83364.953125 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -83364.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83432.742188 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -83432.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83480.695312 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -83480.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83523.585938 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -83523.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83562.984375 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -83562.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83619.234375 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -83619.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83738.593750 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -83738.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83861.179688 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -83861.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83888.226562 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -83888.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83916.210938 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -83916.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83932.328125 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -83932.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83940.789062 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -83940.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83942.921875 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -83942.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83946.625000 Penalty: 3120.618408
	Iteration 18F: 3 clusters Score -83946.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83961.875000 Penalty: 3120.618408
	Iteration 19Q: 3 clusters Score -83961.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83964.531250 Penalty: 3120.618408
	Iteration 20F: 3 clusters Score -83964.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83969.335938 Penalty: 3120.618408
	Iteration 21Q: 3 clusters Score -83969.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83975.078125 Penalty: 3120.618408
	Iteration 22Q: 3 clusters Score -83975.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83975.078125 Penalty: 3120.618408
	Iteration 23F: 3 clusters Score -83975.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Entering Unmasked Estep 
Score: -8385245.500000 Penalty: 2658.050293
	Iteration 0F: 2 clusters Score -8385246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -8356179.500000 Penalty: 5316.100586
	Iteration 0F: 3 clusters Score -8356180 nChanged 20784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -8367709.000000 Penalty: 5316.100586
	Iteration 1F: 3 clusters Score -8367709 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -8368247.500000 Penalty: 5316.100586
	Iteration 2Q: 3 clusters Score -8368248 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -8368803.000000 Penalty: 5316.100586
	Iteration 3Q: 3 clusters Score -8368803 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -8369516.000000 Penalty: 5316.100586
	Iteration 4Q: 3 clusters Score -8369516 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -8370719.500000 Penalty: 5316.100586
	Iteration 5F: 3 clusters Score -8370720 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -8372626.500000 Penalty: 5316.100586
	Iteration 6F: 3 clusters Score -8372626 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -8375272.500000 Penalty: 5316.100586
	Iteration 7F: 3 clusters Score -8375272 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -8378389.000000 Penalty: 5316.100586
	Iteration 8F: 3 clusters Score -8378389 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -8380834.500000 Penalty: 5316.100586
	Iteration 9F: 3 clusters Score -8380834 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -8382283.000000 Penalty: 5316.100586
	Iteration 10Q: 3 clusters Score -8382283 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8382895.000000 Penalty: 5316.100586
	Iteration 11Q: 3 clusters Score -8382895 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8383091.000000 Penalty: 5316.100586
	Iteration 12Q: 3 clusters Score -8383091 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8383199.000000 Penalty: 5316.100586
	Iteration 13Q: 3 clusters Score -8383199 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8383236.000000 Penalty: 5316.100586
	Iteration 14Q: 3 clusters Score -8383236 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8383235.500000 Penalty: 5316.100586
	Iteration 15Q: 3 clusters Score -8383236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8383255.000000 Penalty: 5316.100586
	Iteration 16Q: 3 clusters Score -8383255 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8383281.500000 Penalty: 5316.100586
	Iteration 17Q: 3 clusters Score -8383282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8383293.000000 Penalty: 5316.100586
	Iteration 18Q: 3 clusters Score -8383293 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8383284.500000 Penalty: 5316.100586
	Iteration 19Q: 3 clusters Score -8383284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8383307.500000 Penalty: 5316.100586
	Iteration 20F: 3 clusters Score -8383308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8383306.500000 Penalty: 5316.100586
	Iteration 21Q: 3 clusters Score -8383306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8383315.500000 Penalty: 5316.100586
	Iteration 22Q: 3 clusters Score -8383316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8383315.000000 Penalty: 5316.100586
	Iteration 23Q: 3 clusters Score -8383315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8383325.500000 Penalty: 5316.100586
	Iteration 24Q: 3 clusters Score -8383326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8383327.000000 Penalty: 5316.100586
	Iteration 25Q: 3 clusters Score -8383327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8383328.500000 Penalty: 5316.100586
	Iteration 26Q: 3 clusters Score -8383328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8383320.500000 Penalty: 5316.100586
	Iteration 27Q: 3 clusters Score -8383320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8383320.500000 Penalty: 5316.100586
	Iteration 28F: 3 clusters Score -8383320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Entering Unmasked Estep 
Score: -8267917.500000 Penalty: 2655.738525
	Iteration 0F: 2 clusters Score -8267918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -8238659.000000 Penalty: 5311.477051
	Iteration 0F: 3 clusters Score -8238659 nChanged 20572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -8250317.000000 Penalty: 5311.477051
	Iteration 1F: 3 clusters Score -8250317 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -8251295.500000 Penalty: 5311.477051
	Iteration 2Q: 3 clusters Score -8251296 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -8252602.000000 Penalty: 5311.477051
	Iteration 3F: 3 clusters Score -8252602 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -8254347.000000 Penalty: 5311.477051
	Iteration 4F: 3 clusters Score -8254347 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -8256561.000000 Penalty: 5311.477051
	Iteration 5F: 3 clusters Score -8256561 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -8259184.000000 Penalty: 5311.477051
	Iteration 6F: 3 clusters Score -8259184 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -8261787.500000 Penalty: 5311.477051
	Iteration 7F: 3 clusters Score -8261788 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -8263333.000000 Penalty: 5311.477051
	Iteration 8Q: 3 clusters Score -8263333 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -8263937.500000 Penalty: 5311.477051
	Iteration 9Q: 3 clusters Score -8263938 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -8264144.500000 Penalty: 5311.477051
	Iteration 10Q: 3 clusters Score -8264144 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -8264282.000000 Penalty: 5311.477051
	Iteration 11Q: 3 clusters Score -8264282 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -8264408.000000 Penalty: 5311.477051
	Iteration 12Q: 3 clusters Score -8264408 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -8264499.000000 Penalty: 5311.477051
	Iteration 13Q: 3 clusters Score -8264499 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -8264552.000000 Penalty: 5311.477051
	Iteration 14Q: 3 clusters Score -8264552 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -8264575.000000 Penalty: 5311.477051
	Iteration 15Q: 3 clusters Score -8264575 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -8264617.500000 Penalty: 5311.477051
	Iteration 16Q: 3 clusters Score -8264618 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -8264659.000000 Penalty: 5311.477051
	Iteration 17Q: 3 clusters Score -8264659 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -8264705.500000 Penalty: 5311.477051
	Iteration 18Q: 3 clusters Score -8264706 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -8264771.000000 Penalty: 5311.477051
	Iteration 19Q: 3 clusters Score -8264771 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -8264788.000000 Penalty: 5311.477051
	Iteration 20F: 3 clusters Score -8264788 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -8264822.000000 Penalty: 5311.477051
	Iteration 21Q: 3 clusters Score -8264822 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -8264859.000000 Penalty: 5311.477051
	Iteration 22Q: 3 clusters Score -8264859 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -8264921.000000 Penalty: 5311.477051
	Iteration 23Q: 3 clusters Score -8264921 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -8264958.000000 Penalty: 5311.477051
	Iteration 24Q: 3 clusters Score -8264958 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -8265020.500000 Penalty: 5311.477051
	Iteration 25Q: 3 clusters Score -8265020 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -8265064.000000 Penalty: 5311.477051
	Iteration 26Q: 3 clusters Score -8265064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -8265082.500000 Penalty: 5311.477051
	Iteration 27Q: 3 clusters Score -8265082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -8265111.500000 Penalty: 5311.477051
	Iteration 28Q: 3 clusters Score -8265112 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -8265134.000000 Penalty: 5311.477051
	Iteration 29Q: 3 clusters Score -8265134 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -8265139.500000 Penalty: 5311.477051
	Iteration 30Q: 3 clusters Score -8265140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -8265157.500000 Penalty: 5311.477051
	Iteration 31Q: 3 clusters Score -8265158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -8265169.000000 Penalty: 5311.477051
	Iteration 32Q: 3 clusters Score -8265169 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -8265174.000000 Penalty: 5311.477051
	Iteration 33Q: 3 clusters Score -8265174 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -8265170.500000 Penalty: 5311.477051
	Iteration 34Q: 3 clusters Score -8265170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -8265168.500000 Penalty: 5311.477051
	Iteration 35Q: 3 clusters Score -8265168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -8265190.500000 Penalty: 5311.477051
	Iteration 36Q: 3 clusters Score -8265190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -8265205.000000 Penalty: 5311.477051
	Iteration 37Q: 3 clusters Score -8265205 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -8265218.500000 Penalty: 5311.477051
	Iteration 38Q: 3 clusters Score -8265218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -8265230.500000 Penalty: 5311.477051
	Iteration 39Q: 3 clusters Score -8265230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -8265230.500000 Penalty: 5311.477051
	Iteration 40F: 3 clusters Score -8265230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -8265239.500000 Penalty: 5311.477051
	Iteration 41Q: 3 clusters Score -8265240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -8265228.500000 Penalty: 5311.477051
	Iteration 42Q: 3 clusters Score -8265228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -8265239.500000 Penalty: 5311.477051
	Iteration 43Q: 3 clusters Score -8265240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -8265263.000000 Penalty: 5311.477051
	Iteration 44Q: 3 clusters Score -8265263 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8265260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -8265254.000000 Penalty: 5311.477051
	Iteration 46Q: 3 clusters Score -8265254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -8265266.000000 Penalty: 5311.477051
	Iteration 47Q: 3 clusters Score -8265266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -8265274.500000 Penalty: 5311.477051
	Iteration 48Q: 3 clusters Score -8265274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -8265280.500000 Penalty: 5311.477051
	Iteration 49Q: 3 clusters Score -8265280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -8265281.500000 Penalty: 5311.477051
	Iteration 50Q: 3 clusters Score -8265282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -8265321.000000 Penalty: 5311.477051
	Iteration 51Q: 3 clusters Score -8265321 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -8265317.000000 Penalty: 5311.477051
	Iteration 52Q: 3 clusters Score -8265317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8265330 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -8265331.500000 Penalty: 5311.477051
	Iteration 54Q: 3 clusters Score -8265332 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -8265361.500000 Penalty: 5311.477051
	Iteration 55Q: 3 clusters Score -8265362 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -8265373.000000 Penalty: 5311.477051
	Iteration 56Q: 3 clusters Score -8265373 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -8265390.000000 Penalty: 5311.477051
	Iteration 57Q: 3 clusters Score -8265390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -8265396.500000 Penalty: 5311.477051
	Iteration 58Q: 3 clusters Score -8265396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -8265409.500000 Penalty: 5311.477051
	Iteration 59Q: 3 clusters Score -8265410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -8265439.500000 Penalty: 5311.477051
	Iteration 60F: 3 clusters Score -8265440 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8265466 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8265488 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -8265511.000000 Penalty: 5311.477051
	Iteration 63Q: 3 clusters Score -8265511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8265512 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8265556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8265570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -8265576.500000 Penalty: 5311.477051
	Iteration 67Q: 3 clusters Score -8265576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8265587 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -8265610.500000 Penalty: 5311.477051
	Iteration 69Q: 3 clusters Score -8265610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -8265638.000000 Penalty: 5311.477051
	Iteration 70Q: 3 clusters Score -8265638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -8265666.500000 Penalty: 5311.477051
	Iteration 71Q: 3 clusters Score -8265666 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -8265661.000000 Penalty: 5311.477051
	Iteration 72Q: 3 clusters Score -8265661 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -8265681.000000 Penalty: 5311.477051
	Iteration 73Q: 3 clusters Score -8265681 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -8265686.500000 Penalty: 5311.477051
	Iteration 74Q: 3 clusters Score -8265686 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -8265714.000000 Penalty: 5311.477051
	Iteration 75Q: 3 clusters Score -8265714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8265749 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8265754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -8265783.500000 Penalty: 5311.477051
	Iteration 78Q: 3 clusters Score -8265784 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -8265818.000000 Penalty: 5311.477051
	Iteration 79Q: 3 clusters Score -8265818 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -8265816.500000 Penalty: 5311.477051
	Iteration 80F: 3 clusters Score -8265816 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8265838 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8265856 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -8265857.500000 Penalty: 5311.477051
	Iteration 83Q: 3 clusters Score -8265858 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -8265889.500000 Penalty: 5311.477051
	Iteration 84Q: 3 clusters Score -8265890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -8265907.500000 Penalty: 5311.477051
	Iteration 85Q: 3 clusters Score -8265908 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -8265921.500000 Penalty: 5311.477051
	Iteration 86Q: 3 clusters Score -8265922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -8265940.000000 Penalty: 5311.477051
	Iteration 87Q: 3 clusters Score -8265940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -8265943.000000 Penalty: 5311.477051
	Iteration 88Q: 3 clusters Score -8265943 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8265944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -8265963.500000 Penalty: 5311.477051
	Iteration 90Q: 3 clusters Score -8265964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -8265971.000000 Penalty: 5311.477051
	Iteration 91Q: 3 clusters Score -8265971 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -8265993.500000 Penalty: 5311.477051
	Iteration 92Q: 3 clusters Score -8265994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -8266014.500000 Penalty: 5311.477051
	Iteration 93Q: 3 clusters Score -8266014 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -8266026.500000 Penalty: 5311.477051
	Iteration 94Q: 3 clusters Score -8266026 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -8266046.000000 Penalty: 5311.477051
	Iteration 95Q: 3 clusters Score -8266046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -8266053.500000 Penalty: 5311.477051
	Iteration 96Q: 3 clusters Score -8266054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -8266074.000000 Penalty: 5311.477051
	Iteration 97Q: 3 clusters Score -8266074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -8266083.500000 Penalty: 5311.477051
	Iteration 98Q: 3 clusters Score -8266084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -8266107.500000 Penalty: 5311.477051
	Iteration 99Q: 3 clusters Score -8266108 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8266107 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -8266132.000000 Penalty: 5311.477051
	Iteration 101Q: 3 clusters Score -8266132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -8266137.500000 Penalty: 5311.477051
	Iteration 102Q: 3 clusters Score -8266138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -8266162.000000 Penalty: 5311.477051
	Iteration 103Q: 3 clusters Score -8266162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -8266176.000000 Penalty: 5311.477051
	Iteration 104Q: 3 clusters Score -8266176 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3870 members 
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Entering Unmasked Estep 
Score: -8266189.500000 Penalty: 5311.477051
	Iteration 105Q: 3 clusters Score -8266190 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -8266209.500000 Penalty: 5311.477051
	Iteration 106Q: 3 clusters Score -8266210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -8266225.500000 Penalty: 5311.477051
	Iteration 107Q: 3 clusters Score -8266226 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -8266235.000000 Penalty: 5311.477051
	Iteration 108Q: 3 clusters Score -8266235 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8266255 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -8266251.500000 Penalty: 5311.477051
	Iteration 110Q: 3 clusters Score -8266252 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8266252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -8266257.500000 Penalty: 5311.477051
	Iteration 112Q: 3 clusters Score -8266258 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8266268 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8266276 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -8266305.500000 Penalty: 5311.477051
	Iteration 115Q: 3 clusters Score -8266306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -8266338.000000 Penalty: 5311.477051
	Iteration 116Q: 3 clusters Score -8266338 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -8266333.000000 Penalty: 5311.477051
	Iteration 117Q: 3 clusters Score -8266333 nChanged 73
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Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -8266359.000000 Penalty: 5311.477051
	Iteration 118Q: 3 clusters Score -8266359 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8266385 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8266385 nChanged 77
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Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -8266416.000000 Penalty: 5311.477051
	Iteration 121Q: 3 clusters Score -8266416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8266434 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -8266451.000000 Penalty: 5311.477051
	Iteration 123Q: 3 clusters Score -8266451 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -8266470.000000 Penalty: 5311.477051
	Iteration 124Q: 3 clusters Score -8266470 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -8266501.500000 Penalty: 5311.477051
	Iteration 125Q: 3 clusters Score -8266502 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -8266488.000000 Penalty: 5311.477051
	Iteration 126Q: 3 clusters Score -8266488 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -8266506.500000 Penalty: 5311.477051
	Iteration 127Q: 3 clusters Score -8266506 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -8266514.500000 Penalty: 5311.477051
	Iteration 128Q: 3 clusters Score -8266514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -8266514.000000 Penalty: 5311.477051
	Iteration 129Q: 3 clusters Score -8266514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -8266530.000000 Penalty: 5311.477051
	Iteration 130Q: 3 clusters Score -8266530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -8266546.000000 Penalty: 5311.477051
	Iteration 131Q: 3 clusters Score -8266546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -8266541.500000 Penalty: 5311.477051
	Iteration 132Q: 3 clusters Score -8266542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -8266533.000000 Penalty: 5311.477051
	Iteration 133Q: 3 clusters Score -8266533 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -8266526.000000 Penalty: 5311.477051
	Iteration 134Q: 3 clusters Score -8266526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -8266542.000000 Penalty: 5311.477051
	Iteration 135Q: 3 clusters Score -8266542 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -8266536.500000 Penalty: 5311.477051
	Iteration 136Q: 3 clusters Score -8266536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -8266544.000000 Penalty: 5311.477051
	Iteration 137Q: 3 clusters Score -8266544 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -8266545.000000 Penalty: 5311.477051
	Iteration 138Q: 3 clusters Score -8266545 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -8266546.000000 Penalty: 5311.477051
	Iteration 139Q: 3 clusters Score -8266546 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -8266545.500000 Penalty: 5311.477051
	Iteration 140F: 3 clusters Score -8266546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8266523.000000 Penalty: 5311.477051
	Iteration 141Q: 3 clusters Score -8266523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8266531.500000 Penalty: 5311.477051
	Iteration 142Q: 3 clusters Score -8266532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -8266523.500000 Penalty: 5311.477051
	Iteration 143Q: 3 clusters Score -8266524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -8266525.500000 Penalty: 5311.477051
	Iteration 144Q: 3 clusters Score -8266526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -8266535.500000 Penalty: 5311.477051
	Iteration 145Q: 3 clusters Score -8266536 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -8266524.000000 Penalty: 5311.477051
	Iteration 146Q: 3 clusters Score -8266524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -8266534.500000 Penalty: 5311.477051
	Iteration 147Q: 3 clusters Score -8266534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -8266524.500000 Penalty: 5311.477051
	Iteration 148Q: 3 clusters Score -8266524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -8266524.500000 Penalty: 5311.477051
	Iteration 149Q: 3 clusters Score -8266524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -8266522.500000 Penalty: 5311.477051
	Iteration 150Q: 3 clusters Score -8266522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -8266515.500000 Penalty: 5311.477051
	Iteration 151Q: 3 clusters Score -8266516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -8266514.500000 Penalty: 5311.477051
	Iteration 152Q: 3 clusters Score -8266514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -8266510.500000 Penalty: 5311.477051
	Iteration 153Q: 3 clusters Score -8266510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -8266500.500000 Penalty: 5311.477051
	Iteration 154Q: 3 clusters Score -8266500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -8266503.000000 Penalty: 5311.477051
	Iteration 155Q: 3 clusters Score -8266503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8266507.500000 Penalty: 5311.477051
	Iteration 156Q: 3 clusters Score -8266508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -8266505.500000 Penalty: 5311.477051
	Iteration 157Q: 3 clusters Score -8266506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -8266511.500000 Penalty: 5311.477051
	Iteration 158Q: 3 clusters Score -8266512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -8266495.000000 Penalty: 5311.477051
	Iteration 159Q: 3 clusters Score -8266495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -8266501.500000 Penalty: 5311.477051
	Iteration 160F: 3 clusters Score -8266502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -8266501.500000 Penalty: 5311.477051
	Iteration 161Q: 3 clusters Score -8266502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -8266492.500000 Penalty: 5311.477051
	Iteration 162Q: 3 clusters Score -8266492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -8266497.500000 Penalty: 5311.477051
	Iteration 163Q: 3 clusters Score -8266498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8266503.000000 Penalty: 5311.477051
	Iteration 164Q: 3 clusters Score -8266503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8266492.000000 Penalty: 5311.477051
	Iteration 165Q: 3 clusters Score -8266492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -8266492.000000 Penalty: 5311.477051
	Iteration 166Q: 3 clusters Score -8266492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -8266497.000000 Penalty: 5311.477051
	Iteration 167Q: 3 clusters Score -8266497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8266496.500000 Penalty: 5311.477051
	Iteration 168Q: 3 clusters Score -8266496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8266494.500000 Penalty: 5311.477051
	Iteration 169Q: 3 clusters Score -8266494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -8266491.500000 Penalty: 5311.477051
	Iteration 170Q: 3 clusters Score -8266492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -8266491.500000 Penalty: 5311.477051
	Iteration 171F: 3 clusters Score -8266492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -19387.011719 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -19387.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18310.414062 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -18310.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -18431.042969 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -18431.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18466.015625 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -18466.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18474.453125 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -18474.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18491.400391 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -18491.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18491.400391 Penalty: 2724.558594
	Iteration 5F: 3 clusters Score -18491.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -118591.078125 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -118591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -116839.804688 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -116839.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117338.648438 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -117338.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -117522.507812 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -117522.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117637.046875 Penalty: 3369.559082
	Iteration 3Q: 3 clusters Score -117637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117724.687500 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -117724.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117807.156250 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -117807.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -117947.835938 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -117947.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118088.554688 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -118088.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -118181.148438 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -118181.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -118252.140625 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -118252.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -118299.992188 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -118300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -118368.421875 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -118368.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118442.046875 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -118442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -118508.554688 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -118508.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118591.453125 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -118591.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -118640.375000 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -118640.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118663.617188 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -118663.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -118702.617188 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -118702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118736.546875 Penalty: 3369.559082
	Iteration 18Q: 3 clusters Score -118736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118754.398438 Penalty: 3369.559082
	Iteration 19Q: 3 clusters Score -118754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118786.382812 Penalty: 3369.559082
	Iteration 20F: 3 clusters Score -118786.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118824.882812 Penalty: 3369.559082
	Iteration 21Q: 3 clusters Score -118824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118838.234375 Penalty: 3369.559082
	Iteration 22Q: 3 clusters Score -118838.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118848.453125 Penalty: 3369.559082
	Iteration 23Q: 3 clusters Score -118848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118851.875000 Penalty: 3369.559082
	Iteration 24Q: 3 clusters Score -118851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118855.054688 Penalty: 3369.559082
	Iteration 25Q: 3 clusters Score -118855.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118856.109375 Penalty: 3369.559082
	Iteration 26Q: 3 clusters Score -118856.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -118857.429688 Penalty: 3369.559082
	Iteration 27Q: 3 clusters Score -118857.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118860.039062 Penalty: 3369.559082
	Iteration 28Q: 3 clusters Score -118860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118861.242188 Penalty: 3369.559082
	Iteration 29Q: 3 clusters Score -118861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118861.242188 Penalty: 3369.559082
	Iteration 30F: 3 clusters Score -118861.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 41920 members 
Mstep: Class 3 contains 44495 members 
Mstep: Class 4 contains 48096 members 
Mstep: Class 5 contains 44073 members 
Mstep: Class 6 contains 60468 members 
Mstep: Class 7 contains 44229 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45159 members 
Mstep: Class 11 contains 44740 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 466 members 
Mstep: Class 14 contains 43922 members 
Mstep: Class 15 contains 42364 members 
Mstep: Class 16 contains 5042 members 
Mstep: Class 17 contains 40425 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42504 members 
Mstep: Class 21 contains 30845 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 19103 members 
Mstep: Class 24 contains 44616 members 
Mstep: Class 25 contains 426 members 
Entering Unmasked Estep 
Score: -126906888.000000 Penalty: 83433.343750
Splitting cluster 13 changes total score from -126907864.000000 to -126906888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (43922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Entering Unmasked Estep 
Score: -8127115.500000 Penalty: 2651.162109
	Iteration 0F: 2 clusters Score -8127116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -8097910.000000 Penalty: 5302.324219
	Iteration 0F: 3 clusters Score -8097910 nChanged 20323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -8109259.500000 Penalty: 5302.324219
	Iteration 1F: 3 clusters Score -8109260 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -8110106.000000 Penalty: 5302.324219
	Iteration 2Q: 3 clusters Score -8110106 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -8111259.000000 Penalty: 5302.324219
	Iteration 3F: 3 clusters Score -8111259 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -8112928.000000 Penalty: 5302.324219
	Iteration 4F: 3 clusters Score -8112928 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -8115451.500000 Penalty: 5302.324219
	Iteration 5F: 3 clusters Score -8115452 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -8118541.000000 Penalty: 5302.324219
	Iteration 6F: 3 clusters Score -8118541 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -8121464.000000 Penalty: 5302.324219
	Iteration 7F: 3 clusters Score -8121464 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -8123442.000000 Penalty: 5302.324219
	Iteration 8F: 3 clusters Score -8123442 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -8124188.000000 Penalty: 5302.324219
	Iteration 9Q: 3 clusters Score -8124188 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -8124509.000000 Penalty: 5302.324219
	Iteration 10Q: 3 clusters Score -8124509 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -8124669.000000 Penalty: 5302.324219
	Iteration 11Q: 3 clusters Score -8124669 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -8124799.000000 Penalty: 5302.324219
	Iteration 12Q: 3 clusters Score -8124799 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -8124902.000000 Penalty: 5302.324219
	Iteration 13Q: 3 clusters Score -8124902 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -8124995.500000 Penalty: 5302.324219
	Iteration 14Q: 3 clusters Score -8124996 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -8125086.500000 Penalty: 5302.324219
	Iteration 15Q: 3 clusters Score -8125086 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -8125164.000000 Penalty: 5302.324219
	Iteration 16Q: 3 clusters Score -8125164 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -8125204.000000 Penalty: 5302.324219
	Iteration 17Q: 3 clusters Score -8125204 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -8125273.000000 Penalty: 5302.324219
	Iteration 18Q: 3 clusters Score -8125273 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -8125335.000000 Penalty: 5302.324219
	Iteration 19Q: 3 clusters Score -8125335 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -8125419.000000 Penalty: 5302.324219
	Iteration 20F: 3 clusters Score -8125419 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -8125446.000000 Penalty: 5302.324219
	Iteration 21Q: 3 clusters Score -8125446 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -8125501.000000 Penalty: 5302.324219
	Iteration 22Q: 3 clusters Score -8125501 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -8125533.500000 Penalty: 5302.324219
	Iteration 23Q: 3 clusters Score -8125534 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -8125627.000000 Penalty: 5302.324219
	Iteration 24Q: 3 clusters Score -8125627 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -8125665.500000 Penalty: 5302.324219
	Iteration 25Q: 3 clusters Score -8125666 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -8125717.000000 Penalty: 5302.324219
	Iteration 26Q: 3 clusters Score -8125717 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -8125744.500000 Penalty: 5302.324219
	Iteration 27Q: 3 clusters Score -8125744 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -8125745.000000 Penalty: 5302.324219
	Iteration 28Q: 3 clusters Score -8125745 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -8125750.500000 Penalty: 5302.324219
	Iteration 29Q: 3 clusters Score -8125750 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -8125774.500000 Penalty: 5302.324219
	Iteration 30Q: 3 clusters Score -8125774 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -8125778.000000 Penalty: 5302.324219
	Iteration 31Q: 3 clusters Score -8125778 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -8125797.000000 Penalty: 5302.324219
	Iteration 32Q: 3 clusters Score -8125797 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -8125804.500000 Penalty: 5302.324219
	Iteration 33Q: 3 clusters Score -8125804 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -8125822.500000 Penalty: 5302.324219
	Iteration 34Q: 3 clusters Score -8125822 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -8125829.000000 Penalty: 5302.324219
	Iteration 35Q: 3 clusters Score -8125829 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -8125827.500000 Penalty: 5302.324219
	Iteration 36Q: 3 clusters Score -8125828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -8125831.000000 Penalty: 5302.324219
	Iteration 37Q: 3 clusters Score -8125831 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -8125849.000000 Penalty: 5302.324219
	Iteration 38Q: 3 clusters Score -8125849 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -8125859.500000 Penalty: 5302.324219
	Iteration 39Q: 3 clusters Score -8125860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -8125849.000000 Penalty: 5302.324219
	Iteration 40F: 3 clusters Score -8125849 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -8125839.500000 Penalty: 5302.324219
	Iteration 41Q: 3 clusters Score -8125840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -8125831.000000 Penalty: 5302.324219
	Iteration 42Q: 3 clusters Score -8125831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -8125854.000000 Penalty: 5302.324219
	Iteration 43Q: 3 clusters Score -8125854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -8125860.500000 Penalty: 5302.324219
	Iteration 44Q: 3 clusters Score -8125860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -8125853.000000 Penalty: 5302.324219
	Iteration 45Q: 3 clusters Score -8125853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -8125847.500000 Penalty: 5302.324219
	Iteration 46Q: 3 clusters Score -8125848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -8125835.000000 Penalty: 5302.324219
	Iteration 47Q: 3 clusters Score -8125835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -8125830.500000 Penalty: 5302.324219
	Iteration 48Q: 3 clusters Score -8125830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -8125839.000000 Penalty: 5302.324219
	Iteration 49Q: 3 clusters Score -8125839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -8125834.500000 Penalty: 5302.324219
	Iteration 50Q: 3 clusters Score -8125834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -8125838.000000 Penalty: 5302.324219
	Iteration 51Q: 3 clusters Score -8125838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8125830.500000 Penalty: 5302.324219
	Iteration 52Q: 3 clusters Score -8125830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -8125829.000000 Penalty: 5302.324219
	Iteration 53Q: 3 clusters Score -8125829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -8125834.500000 Penalty: 5302.324219
	Iteration 54Q: 3 clusters Score -8125834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -8125826.500000 Penalty: 5302.324219
	Iteration 55Q: 3 clusters Score -8125826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -8125831.500000 Penalty: 5302.324219
	Iteration 56Q: 3 clusters Score -8125832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -8125818.000000 Penalty: 5302.324219
	Iteration 57Q: 3 clusters Score -8125818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -8125810.000000 Penalty: 5302.324219
	Iteration 58Q: 3 clusters Score -8125810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -8125816.500000 Penalty: 5302.324219
	Iteration 59Q: 3 clusters Score -8125816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -8125811.500000 Penalty: 5302.324219
	Iteration 60F: 3 clusters Score -8125812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Entering Unmasked Estep 
Score: -7868443.500000 Penalty: 2642.205566
	Iteration 0F: 2 clusters Score -7868444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -7840196.000000 Penalty: 5284.411133
	Iteration 0F: 3 clusters Score -7840196 nChanged 19470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -7851046.500000 Penalty: 5284.411133
	Iteration 1F: 3 clusters Score -7851046 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -7851723.000000 Penalty: 5284.411133
	Iteration 2Q: 3 clusters Score -7851723 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -7852630.000000 Penalty: 5284.411133
	Iteration 3Q: 3 clusters Score -7852630 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -7853832.500000 Penalty: 5284.411133
	Iteration 4F: 3 clusters Score -7853832 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -7855460.000000 Penalty: 5284.411133
	Iteration 5F: 3 clusters Score -7855460 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -7857611.500000 Penalty: 5284.411133
	Iteration 6F: 3 clusters Score -7857612 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -7859800.000000 Penalty: 5284.411133
	Iteration 7F: 3 clusters Score -7859800 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -7861573.000000 Penalty: 5284.411133
	Iteration 8F: 3 clusters Score -7861573 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -7862832.500000 Penalty: 5284.411133
	Iteration 9Q: 3 clusters Score -7862832 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -7863605.500000 Penalty: 5284.411133
	Iteration 10Q: 3 clusters Score -7863606 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -7864137.000000 Penalty: 5284.411133
	Iteration 11Q: 3 clusters Score -7864137 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -7864540.000000 Penalty: 5284.411133
	Iteration 12Q: 3 clusters Score -7864540 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7864862.500000 Penalty: 5284.411133
	Iteration 13Q: 3 clusters Score -7864862 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -7865123.000000 Penalty: 5284.411133
	Iteration 14Q: 3 clusters Score -7865123 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7865323.000000 Penalty: 5284.411133
	Iteration 15Q: 3 clusters Score -7865323 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7865486.000000 Penalty: 5284.411133
	Iteration 16Q: 3 clusters Score -7865486 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7865619.500000 Penalty: 5284.411133
	Iteration 17Q: 3 clusters Score -7865620 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7865749.500000 Penalty: 5284.411133
	Iteration 18Q: 3 clusters Score -7865750 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7865864.000000 Penalty: 5284.411133
	Iteration 19Q: 3 clusters Score -7865864 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7865918.500000 Penalty: 5284.411133
	Iteration 20F: 3 clusters Score -7865918 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7865955.500000 Penalty: 5284.411133
	Iteration 21Q: 3 clusters Score -7865956 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7865981.500000 Penalty: 5284.411133
	Iteration 22Q: 3 clusters Score -7865982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7866022.500000 Penalty: 5284.411133
	Iteration 23Q: 3 clusters Score -7866022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7866048.500000 Penalty: 5284.411133
	Iteration 24Q: 3 clusters Score -7866048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7866078.500000 Penalty: 5284.411133
	Iteration 25Q: 3 clusters Score -7866078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7866126.500000 Penalty: 5284.411133
	Iteration 26Q: 3 clusters Score -7866126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7866160.000000 Penalty: 5284.411133
	Iteration 27Q: 3 clusters Score -7866160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7866182.500000 Penalty: 5284.411133
	Iteration 28Q: 3 clusters Score -7866182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7866205.500000 Penalty: 5284.411133
	Iteration 29Q: 3 clusters Score -7866206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7866217.000000 Penalty: 5284.411133
	Iteration 30Q: 3 clusters Score -7866217 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7866239.500000 Penalty: 5284.411133
	Iteration 31Q: 3 clusters Score -7866240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7866266.500000 Penalty: 5284.411133
	Iteration 32Q: 3 clusters Score -7866266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7866272.500000 Penalty: 5284.411133
	Iteration 33Q: 3 clusters Score -7866272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7866275.000000 Penalty: 5284.411133
	Iteration 34Q: 3 clusters Score -7866275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7866283.500000 Penalty: 5284.411133
	Iteration 35Q: 3 clusters Score -7866284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7866274.000000 Penalty: 5284.411133
	Iteration 36Q: 3 clusters Score -7866274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7866283.500000 Penalty: 5284.411133
	Iteration 37Q: 3 clusters Score -7866284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7866296.000000 Penalty: 5284.411133
	Iteration 38Q: 3 clusters Score -7866296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7866291.500000 Penalty: 5284.411133
	Iteration 39Q: 3 clusters Score -7866292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7866294.000000 Penalty: 5284.411133
	Iteration 40F: 3 clusters Score -7866294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7866301.000000 Penalty: 5284.411133
	Iteration 41Q: 3 clusters Score -7866301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -7866304.000000 Penalty: 5284.411133
	Iteration 42Q: 3 clusters Score -7866304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7866299.500000 Penalty: 5284.411133
	Iteration 43Q: 3 clusters Score -7866300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7866301.500000 Penalty: 5284.411133
	Iteration 44Q: 3 clusters Score -7866302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7866303.000000 Penalty: 5284.411133
	Iteration 45Q: 3 clusters Score -7866303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7866309.500000 Penalty: 5284.411133
	Iteration 46Q: 3 clusters Score -7866310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7866309.500000 Penalty: 5284.411133
	Iteration 47F: 3 clusters Score -7866310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Entering Unmasked Estep 
Score: -924527.500000 Penalty: 2114.338379
	Iteration 0F: 2 clusters Score -924527.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -919935.000000 Penalty: 4228.676758
	Iteration 0F: 3 clusters Score -919935 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -921038.312500 Penalty: 4228.676758
	Iteration 1F: 3 clusters Score -921038.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -921250.687500 Penalty: 4228.676758
	Iteration 2F: 3 clusters Score -921250.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -921358.000000 Penalty: 4228.676758
	Iteration 3Q: 3 clusters Score -921358 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -921416.750000 Penalty: 4228.676758
	Iteration 4Q: 3 clusters Score -921416.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -921459.687500 Penalty: 4228.676758
	Iteration 5Q: 3 clusters Score -921459.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -921501.750000 Penalty: 4228.676758
	Iteration 6Q: 3 clusters Score -921501.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -921538.625000 Penalty: 4228.676758
	Iteration 7Q: 3 clusters Score -921538.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -921568.375000 Penalty: 4228.676758
	Iteration 8Q: 3 clusters Score -921568.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -921593.250000 Penalty: 4228.676758
	Iteration 9Q: 3 clusters Score -921593.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -921614.500000 Penalty: 4228.676758
	Iteration 10Q: 3 clusters Score -921614.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -921634.312500 Penalty: 4228.676758
	Iteration 11Q: 3 clusters Score -921634.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -921643.687500 Penalty: 4228.676758
	Iteration 12Q: 3 clusters Score -921643.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -921652.000000 Penalty: 4228.676758
	Iteration 13Q: 3 clusters Score -921652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -921660.312500 Penalty: 4228.676758
	Iteration 14Q: 3 clusters Score -921660.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -921669.625000 Penalty: 4228.676758
	Iteration 15Q: 3 clusters Score -921669.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -921673.625000 Penalty: 4228.676758
	Iteration 16Q: 3 clusters Score -921673.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -921677.375000 Penalty: 4228.676758
	Iteration 17Q: 3 clusters Score -921677.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -921682.187500 Penalty: 4228.676758
	Iteration 18Q: 3 clusters Score -921682.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -921685.875000 Penalty: 4228.676758
	Iteration 19Q: 3 clusters Score -921685.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -921690.062500 Penalty: 4228.676758
	Iteration 20F: 3 clusters Score -921690.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -921694.812500 Penalty: 4228.676758
	Iteration 21Q: 3 clusters Score -921694.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -921700.187500 Penalty: 4228.676758
	Iteration 22Q: 3 clusters Score -921700.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -921706.187500 Penalty: 4228.676758
	Iteration 23Q: 3 clusters Score -921706.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -921708.812500 Penalty: 4228.676758
	Iteration 24Q: 3 clusters Score -921708.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -921715.562500 Penalty: 4228.676758
	Iteration 25Q: 3 clusters Score -921715.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -921715.625000 Penalty: 4228.676758
	Iteration 26Q: 3 clusters Score -921715.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -921717.375000 Penalty: 4228.676758
	Iteration 27Q: 3 clusters Score -921717.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -921720.125000 Penalty: 4228.676758
	Iteration 28Q: 3 clusters Score -921720.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -921718.500000 Penalty: 4228.676758
	Iteration 29Q: 3 clusters Score -921718.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -921724.125000 Penalty: 4228.676758
	Iteration 30Q: 3 clusters Score -921724.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -921721.812500 Penalty: 4228.676758
	Iteration 31Q: 3 clusters Score -921721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -921724.187500 Penalty: 4228.676758
	Iteration 32Q: 3 clusters Score -921724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -921725.562500 Penalty: 4228.676758
	Iteration 33Q: 3 clusters Score -921725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -921725.375000 Penalty: 4228.676758
	Iteration 34Q: 3 clusters Score -921725.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -921725.375000 Penalty: 4228.676758
	Iteration 35F: 3 clusters Score -921725.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Entering Unmasked Estep 
Score: -7509267.500000 Penalty: 2630.586426
	Iteration 0F: 2 clusters Score -7509268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -7482206.000000 Penalty: 5261.172852
	Iteration 0F: 3 clusters Score -7482206 nChanged 18495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -7492488.000000 Penalty: 5261.172852
	Iteration 1F: 3 clusters Score -7492488 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -7493094.000000 Penalty: 5261.172852
	Iteration 2Q: 3 clusters Score -7493094 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -7493711.500000 Penalty: 5261.172852
	Iteration 3Q: 3 clusters Score -7493712 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -7494520.500000 Penalty: 5261.172852
	Iteration 4Q: 3 clusters Score -7494520 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -7495572.500000 Penalty: 5261.172852
	Iteration 5Q: 3 clusters Score -7495572 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -7496956.000000 Penalty: 5261.172852
	Iteration 6F: 3 clusters Score -7496956 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -7498686.000000 Penalty: 5261.172852
	Iteration 7F: 3 clusters Score -7498686 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -7500791.000000 Penalty: 5261.172852
	Iteration 8F: 3 clusters Score -7500791 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -7502736.500000 Penalty: 5261.172852
	Iteration 9F: 3 clusters Score -7502736 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -7504235.500000 Penalty: 5261.172852
	Iteration 10Q: 3 clusters Score -7504236 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7505330.500000 Penalty: 5261.172852
	Iteration 11Q: 3 clusters Score -7505330 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7506000.500000 Penalty: 5261.172852
	Iteration 12Q: 3 clusters Score -7506000 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7506411.000000 Penalty: 5261.172852
	Iteration 13Q: 3 clusters Score -7506411 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7506630.500000 Penalty: 5261.172852
	Iteration 14Q: 3 clusters Score -7506630 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7506723.000000 Penalty: 5261.172852
	Iteration 15Q: 3 clusters Score -7506723 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7506796.000000 Penalty: 5261.172852
	Iteration 16Q: 3 clusters Score -7506796 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7506870.000000 Penalty: 5261.172852
	Iteration 17Q: 3 clusters Score -7506870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7506922.000000 Penalty: 5261.172852
	Iteration 18Q: 3 clusters Score -7506922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7506948.000000 Penalty: 5261.172852
	Iteration 19Q: 3 clusters Score -7506948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7506973.000000 Penalty: 5261.172852
	Iteration 20F: 3 clusters Score -7506973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7507003.000000 Penalty: 5261.172852
	Iteration 21Q: 3 clusters Score -7507003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7507021.000000 Penalty: 5261.172852
	Iteration 22Q: 3 clusters Score -7507021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7507017.000000 Penalty: 5261.172852
	Iteration 23Q: 3 clusters Score -7507017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7507034.000000 Penalty: 5261.172852
	Iteration 24Q: 3 clusters Score -7507034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7507029.500000 Penalty: 5261.172852
	Iteration 25Q: 3 clusters Score -7507030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7507034.500000 Penalty: 5261.172852
	Iteration 26Q: 3 clusters Score -7507034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7507042.000000 Penalty: 5261.172852
	Iteration 27Q: 3 clusters Score -7507042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7507046.000000 Penalty: 5261.172852
	Iteration 28Q: 3 clusters Score -7507046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7507040.500000 Penalty: 5261.172852
	Iteration 29Q: 3 clusters Score -7507040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7507043.000000 Penalty: 5261.172852
	Iteration 30Q: 3 clusters Score -7507043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7507043.000000 Penalty: 5261.172852
	Iteration 31F: 3 clusters Score -7507043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -421055.031250 Penalty: 1935.757690
	Iteration 0F: 2 clusters Score -421055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -418172.875000 Penalty: 3871.515381
	Iteration 0F: 3 clusters Score -418172.9 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -418764.250000 Penalty: 3871.515381
	Iteration 1F: 3 clusters Score -418764.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -418947.218750 Penalty: 3871.515381
	Iteration 2F: 3 clusters Score -418947.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -419064.968750 Penalty: 3871.515381
	Iteration 3Q: 3 clusters Score -419065 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -419139.406250 Penalty: 3871.515381
	Iteration 4Q: 3 clusters Score -419139.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -419200.437500 Penalty: 3871.515381
	Iteration 5Q: 3 clusters Score -419200.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -419249.437500 Penalty: 3871.515381
	Iteration 6Q: 3 clusters Score -419249.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -419299.031250 Penalty: 3871.515381
	Iteration 7Q: 3 clusters Score -419299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -419331.031250 Penalty: 3871.515381
	Iteration 8Q: 3 clusters Score -419331 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -419351.000000 Penalty: 3871.515381
	Iteration 9Q: 3 clusters Score -419351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -419361.781250 Penalty: 3871.515381
	Iteration 10Q: 3 clusters Score -419361.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -419374.187500 Penalty: 3871.515381
	Iteration 11Q: 3 clusters Score -419374.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -419392.437500 Penalty: 3871.515381
	Iteration 12Q: 3 clusters Score -419392.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -419418.812500 Penalty: 3871.515381
	Iteration 13Q: 3 clusters Score -419418.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -419460.281250 Penalty: 3871.515381
	Iteration 14Q: 3 clusters Score -419460.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -419514.781250 Penalty: 3871.515381
	Iteration 15Q: 3 clusters Score -419514.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -419606.062500 Penalty: 3871.515381
	Iteration 16Q: 3 clusters Score -419606.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -419727.031250 Penalty: 3871.515381
	Iteration 17Q: 3 clusters Score -419727 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -419809.093750 Penalty: 3871.515381
	Iteration 18Q: 3 clusters Score -419809.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -419907.031250 Penalty: 3871.515381
	Iteration 19Q: 3 clusters Score -419907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -419991.812500 Penalty: 3871.515381
	Iteration 20F: 3 clusters Score -419991.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -420067.062500 Penalty: 3871.515381
	Iteration 21Q: 3 clusters Score -420067.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -420106.000000 Penalty: 3871.515381
	Iteration 22Q: 3 clusters Score -420106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -420125.656250 Penalty: 3871.515381
	Iteration 23Q: 3 clusters Score -420125.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -420149.281250 Penalty: 3871.515381
	Iteration 24Q: 3 clusters Score -420149.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -420172.500000 Penalty: 3871.515381
	Iteration 25Q: 3 clusters Score -420172.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -420187.625000 Penalty: 3871.515381
	Iteration 26Q: 3 clusters Score -420187.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -420200.250000 Penalty: 3871.515381
	Iteration 27Q: 3 clusters Score -420200.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -420208.093750 Penalty: 3871.515381
	Iteration 28Q: 3 clusters Score -420208.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -420216.406250 Penalty: 3871.515381
	Iteration 29Q: 3 clusters Score -420216.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -420230.781250 Penalty: 3871.515381
	Iteration 30Q: 3 clusters Score -420230.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -420239.343750 Penalty: 3871.515381
	Iteration 31Q: 3 clusters Score -420239.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -420248.406250 Penalty: 3871.515381
	Iteration 32Q: 3 clusters Score -420248.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -420253.625000 Penalty: 3871.515381
	Iteration 33Q: 3 clusters Score -420253.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -420259.125000 Penalty: 3871.515381
	Iteration 34Q: 3 clusters Score -420259.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -420263.718750 Penalty: 3871.515381
	Iteration 35Q: 3 clusters Score -420263.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -420267.031250 Penalty: 3871.515381
	Iteration 36Q: 3 clusters Score -420267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -420269.000000 Penalty: 3871.515381
	Iteration 37Q: 3 clusters Score -420269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -420271.656250 Penalty: 3871.515381
	Iteration 38Q: 3 clusters Score -420271.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -420273.000000 Penalty: 3871.515381
	Iteration 39Q: 3 clusters Score -420273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -420274.812500 Penalty: 3871.515381
	Iteration 40F: 3 clusters Score -420274.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -420276.000000 Penalty: 3871.515381
	Iteration 41Q: 3 clusters Score -420276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -420276.218750 Penalty: 3871.515381
	Iteration 42Q: 3 clusters Score -420276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -420277.000000 Penalty: 3871.515381
	Iteration 43Q: 3 clusters Score -420277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -420277.000000 Penalty: 3871.515381
	Iteration 44F: 3 clusters Score -420277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -56304.363281 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -56304.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54840.019531 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -54840.02 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55131.355469 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -55131.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55268.929688 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -55268.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55383.687500 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -55383.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55420.269531 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -55420.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55437.566406 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -55437.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55451.687500 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -55451.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55456.792969 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -55456.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -55459.792969 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -55459.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55466.355469 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -55466.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55467.289062 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -55467.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55467.289062 Penalty: 3090.318848
	Iteration 11F: 3 clusters Score -55467.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Entering Unmasked Estep 
Score: -7834880.000000 Penalty: 2643.023682
	Iteration 0F: 2 clusters Score -7834880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -7806440.000000 Penalty: 5286.047363
	Iteration 0F: 3 clusters Score -7806440 nChanged 19476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -7817047.000000 Penalty: 5286.047363
	Iteration 1F: 3 clusters Score -7817047 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -7817480.500000 Penalty: 5286.047363
	Iteration 2Q: 3 clusters Score -7817480 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -7818028.000000 Penalty: 5286.047363
	Iteration 3Q: 3 clusters Score -7818028 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -7818665.500000 Penalty: 5286.047363
	Iteration 4Q: 3 clusters Score -7818666 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -7819523.500000 Penalty: 5286.047363
	Iteration 5Q: 3 clusters Score -7819524 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -7820715.500000 Penalty: 5286.047363
	Iteration 6Q: 3 clusters Score -7820716 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -7822375.000000 Penalty: 5286.047363
	Iteration 7F: 3 clusters Score -7822375 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -7824443.500000 Penalty: 5286.047363
	Iteration 8F: 3 clusters Score -7824444 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -7826751.000000 Penalty: 5286.047363
	Iteration 9F: 3 clusters Score -7826751 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -7828833.000000 Penalty: 5286.047363
	Iteration 10F: 3 clusters Score -7828833 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7830426.000000 Penalty: 5286.047363
	Iteration 11Q: 3 clusters Score -7830426 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7831429.500000 Penalty: 5286.047363
	Iteration 12Q: 3 clusters Score -7831430 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7831952.000000 Penalty: 5286.047363
	Iteration 13Q: 3 clusters Score -7831952 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7832190.500000 Penalty: 5286.047363
	Iteration 14Q: 3 clusters Score -7832190 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7832329.500000 Penalty: 5286.047363
	Iteration 15Q: 3 clusters Score -7832330 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7832432.000000 Penalty: 5286.047363
	Iteration 16Q: 3 clusters Score -7832432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7832490.000000 Penalty: 5286.047363
	Iteration 17Q: 3 clusters Score -7832490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7832542.500000 Penalty: 5286.047363
	Iteration 18Q: 3 clusters Score -7832542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7832584.000000 Penalty: 5286.047363
	Iteration 19Q: 3 clusters Score -7832584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7832606.500000 Penalty: 5286.047363
	Iteration 20F: 3 clusters Score -7832606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7832622.500000 Penalty: 5286.047363
	Iteration 21Q: 3 clusters Score -7832622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7832630.500000 Penalty: 5286.047363
	Iteration 22Q: 3 clusters Score -7832630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7832654.000000 Penalty: 5286.047363
	Iteration 23Q: 3 clusters Score -7832654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7832669.000000 Penalty: 5286.047363
	Iteration 24Q: 3 clusters Score -7832669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7832672.000000 Penalty: 5286.047363
	Iteration 25Q: 3 clusters Score -7832672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7832679.500000 Penalty: 5286.047363
	Iteration 26Q: 3 clusters Score -7832680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7832693.000000 Penalty: 5286.047363
	Iteration 27Q: 3 clusters Score -7832693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7832699.000000 Penalty: 5286.047363
	Iteration 28Q: 3 clusters Score -7832699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7832703.000000 Penalty: 5286.047363
	Iteration 29Q: 3 clusters Score -7832703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7832708.000000 Penalty: 5286.047363
	Iteration 30Q: 3 clusters Score -7832708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7832708.000000 Penalty: 5286.047363
	Iteration 31F: 3 clusters Score -7832708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Entering Unmasked Estep 
Score: -5528252.000000 Penalty: 2563.509033
	Iteration 0F: 2 clusters Score -5528252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -5506984.500000 Penalty: 5127.018066
	Iteration 0F: 3 clusters Score -5506984 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -5514572.000000 Penalty: 5127.018066
	Iteration 1F: 3 clusters Score -5514572 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -5515002.500000 Penalty: 5127.018066
	Iteration 2Q: 3 clusters Score -5515002 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -5515303.000000 Penalty: 5127.018066
	Iteration 3Q: 3 clusters Score -5515303 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -5515640.500000 Penalty: 5127.018066
	Iteration 4Q: 3 clusters Score -5515640 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -5516006.500000 Penalty: 5127.018066
	Iteration 5Q: 3 clusters Score -5516006 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -5516410.500000 Penalty: 5127.018066
	Iteration 6Q: 3 clusters Score -5516410 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -5516742.000000 Penalty: 5127.018066
	Iteration 7Q: 3 clusters Score -5516742 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -5517105.500000 Penalty: 5127.018066
	Iteration 8Q: 3 clusters Score -5517106 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -5517372.500000 Penalty: 5127.018066
	Iteration 9Q: 3 clusters Score -5517372 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -5517602.000000 Penalty: 5127.018066
	Iteration 10Q: 3 clusters Score -5517602 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -5517849.500000 Penalty: 5127.018066
	Iteration 11Q: 3 clusters Score -5517850 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -5518000.000000 Penalty: 5127.018066
	Iteration 12Q: 3 clusters Score -5518000 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -5518153.500000 Penalty: 5127.018066
	Iteration 13Q: 3 clusters Score -5518154 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -5518280.500000 Penalty: 5127.018066
	Iteration 14Q: 3 clusters Score -5518280 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -5518393.500000 Penalty: 5127.018066
	Iteration 15Q: 3 clusters Score -5518394 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -5518539.000000 Penalty: 5127.018066
	Iteration 16Q: 3 clusters Score -5518539 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -5518647.500000 Penalty: 5127.018066
	Iteration 17Q: 3 clusters Score -5518648 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -5518728.000000 Penalty: 5127.018066
	Iteration 18Q: 3 clusters Score -5518728 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -5518848.000000 Penalty: 5127.018066
	Iteration 19Q: 3 clusters Score -5518848 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -5519011.500000 Penalty: 5127.018066
	Iteration 20F: 3 clusters Score -5519012 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -5519151.000000 Penalty: 5127.018066
	Iteration 21Q: 3 clusters Score -5519151 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -5519282.500000 Penalty: 5127.018066
	Iteration 22Q: 3 clusters Score -5519282 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -5519417.500000 Penalty: 5127.018066
	Iteration 23Q: 3 clusters Score -5519418 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -5519551.500000 Penalty: 5127.018066
	Iteration 24Q: 3 clusters Score -5519552 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -5519678.500000 Penalty: 5127.018066
	Iteration 25Q: 3 clusters Score -5519678 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -5519809.000000 Penalty: 5127.018066
	Iteration 26Q: 3 clusters Score -5519809 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -5519907.000000 Penalty: 5127.018066
	Iteration 27Q: 3 clusters Score -5519907 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -5520009.000000 Penalty: 5127.018066
	Iteration 28Q: 3 clusters Score -5520009 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -5520094.000000 Penalty: 5127.018066
	Iteration 29Q: 3 clusters Score -5520094 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -5520211.500000 Penalty: 5127.018066
	Iteration 30Q: 3 clusters Score -5520212 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -5520310.500000 Penalty: 5127.018066
	Iteration 31Q: 3 clusters Score -5520310 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -5520393.500000 Penalty: 5127.018066
	Iteration 32Q: 3 clusters Score -5520394 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -5520486.500000 Penalty: 5127.018066
	Iteration 33Q: 3 clusters Score -5520486 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -5520593.500000 Penalty: 5127.018066
	Iteration 34Q: 3 clusters Score -5520594 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -5520690.000000 Penalty: 5127.018066
	Iteration 35Q: 3 clusters Score -5520690 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -5520781.500000 Penalty: 5127.018066
	Iteration 36Q: 3 clusters Score -5520782 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -5520931.500000 Penalty: 5127.018066
	Iteration 37Q: 3 clusters Score -5520932 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -5521066.000000 Penalty: 5127.018066
	Iteration 38Q: 3 clusters Score -5521066 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -5521269.000000 Penalty: 5127.018066
	Iteration 39Q: 3 clusters Score -5521269 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -5521477.500000 Penalty: 5127.018066
	Iteration 40F: 3 clusters Score -5521478 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5521687.500000 Penalty: 5127.018066
	Iteration 41Q: 3 clusters Score -5521688 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -5521973.000000 Penalty: 5127.018066
	Iteration 42Q: 3 clusters Score -5521973 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -5522282.500000 Penalty: 5127.018066
	Iteration 43Q: 3 clusters Score -5522282 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -5522630.000000 Penalty: 5127.018066
	Iteration 44Q: 3 clusters Score -5522630 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -5523006.000000 Penalty: 5127.018066
	Iteration 45Q: 3 clusters Score -5523006 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -5523395.000000 Penalty: 5127.018066
	Iteration 46Q: 3 clusters Score -5523395 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -5523837.500000 Penalty: 5127.018066
	Iteration 47Q: 3 clusters Score -5523838 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -5524268.500000 Penalty: 5127.018066
	Iteration 48Q: 3 clusters Score -5524268 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -5524620.000000 Penalty: 5127.018066
	Iteration 49Q: 3 clusters Score -5524620 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -5524938.000000 Penalty: 5127.018066
	Iteration 50Q: 3 clusters Score -5524938 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -5525207.000000 Penalty: 5127.018066
	Iteration 51Q: 3 clusters Score -5525207 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -5525431.500000 Penalty: 5127.018066
	Iteration 52Q: 3 clusters Score -5525432 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -5525605.500000 Penalty: 5127.018066
	Iteration 53Q: 3 clusters Score -5525606 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -5525747.000000 Penalty: 5127.018066
	Iteration 54Q: 3 clusters Score -5525747 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -5525819.000000 Penalty: 5127.018066
	Iteration 55Q: 3 clusters Score -5525819 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -5525872.500000 Penalty: 5127.018066
	Iteration 56Q: 3 clusters Score -5525872 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -5525919.000000 Penalty: 5127.018066
	Iteration 57Q: 3 clusters Score -5525919 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -5525949.500000 Penalty: 5127.018066
	Iteration 58Q: 3 clusters Score -5525950 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -5525991.500000 Penalty: 5127.018066
	Iteration 59Q: 3 clusters Score -5525992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -5526021.000000 Penalty: 5127.018066
	Iteration 60F: 3 clusters Score -5526021 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -5526045.000000 Penalty: 5127.018066
	Iteration 61Q: 3 clusters Score -5526045 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -5526069.500000 Penalty: 5127.018066
	Iteration 62Q: 3 clusters Score -5526070 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -5526098.000000 Penalty: 5127.018066
	Iteration 63Q: 3 clusters Score -5526098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -5526104.500000 Penalty: 5127.018066
	Iteration 64Q: 3 clusters Score -5526104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -5526120.500000 Penalty: 5127.018066
	Iteration 65Q: 3 clusters Score -5526120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -5526132.000000 Penalty: 5127.018066
	Iteration 66Q: 3 clusters Score -5526132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -5526148.000000 Penalty: 5127.018066
	Iteration 67Q: 3 clusters Score -5526148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -5526150.500000 Penalty: 5127.018066
	Iteration 68Q: 3 clusters Score -5526150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -5526150.000000 Penalty: 5127.018066
	Iteration 69Q: 3 clusters Score -5526150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -5526163.500000 Penalty: 5127.018066
	Iteration 70Q: 3 clusters Score -5526164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -5526169.500000 Penalty: 5127.018066
	Iteration 71Q: 3 clusters Score -5526170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -5526169.500000 Penalty: 5127.018066
	Iteration 72Q: 3 clusters Score -5526170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -5526176.500000 Penalty: 5127.018066
	Iteration 73Q: 3 clusters Score -5526176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -5526179.500000 Penalty: 5127.018066
	Iteration 74Q: 3 clusters Score -5526180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -5526178.500000 Penalty: 5127.018066
	Iteration 75Q: 3 clusters Score -5526178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -5526180.000000 Penalty: 5127.018066
	Iteration 76Q: 3 clusters Score -5526180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -5526185.000000 Penalty: 5127.018066
	Iteration 77Q: 3 clusters Score -5526185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -5526190.000000 Penalty: 5127.018066
	Iteration 78Q: 3 clusters Score -5526190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -5526196.000000 Penalty: 5127.018066
	Iteration 79Q: 3 clusters Score -5526196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -5526196.500000 Penalty: 5127.018066
	Iteration 80F: 3 clusters Score -5526196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -5526210.000000 Penalty: 5127.018066
	Iteration 81Q: 3 clusters Score -5526210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -5526210.500000 Penalty: 5127.018066
	Iteration 82Q: 3 clusters Score -5526210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -5526216.500000 Penalty: 5127.018066
	Iteration 83Q: 3 clusters Score -5526216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -5526222.000000 Penalty: 5127.018066
	Iteration 84Q: 3 clusters Score -5526222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5526223.000000 Penalty: 5127.018066
	Iteration 85Q: 3 clusters Score -5526223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -5526224.000000 Penalty: 5127.018066
	Iteration 86Q: 3 clusters Score -5526224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5526224.000000 Penalty: 5127.018066
	Iteration 87Q: 3 clusters Score -5526224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5526222.500000 Penalty: 5127.018066
	Iteration 88Q: 3 clusters Score -5526222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5526222.500000 Penalty: 5127.018066
	Iteration 89F: 3 clusters Score -5526222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -171148.000000 Penalty: 1733.583618
	Iteration 0F: 2 clusters Score -171148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -169180.453125 Penalty: 3467.167236
	Iteration 0F: 3 clusters Score -169180.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -169631.406250 Penalty: 3467.167236
	Iteration 1F: 3 clusters Score -169631.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -169831.453125 Penalty: 3467.167236
	Iteration 2F: 3 clusters Score -169831.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -169943.375000 Penalty: 3467.167236
	Iteration 3F: 3 clusters Score -169943.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -170018.437500 Penalty: 3467.167236
	Iteration 4Q: 3 clusters Score -170018.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -170096.390625 Penalty: 3467.167236
	Iteration 5Q: 3 clusters Score -170096.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -170142.703125 Penalty: 3467.167236
	Iteration 6Q: 3 clusters Score -170142.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -170186.968750 Penalty: 3467.167236
	Iteration 7Q: 3 clusters Score -170187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -170220.625000 Penalty: 3467.167236
	Iteration 8Q: 3 clusters Score -170220.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -170270.375000 Penalty: 3467.167236
	Iteration 9Q: 3 clusters Score -170270.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -170317.859375 Penalty: 3467.167236
	Iteration 10Q: 3 clusters Score -170317.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -170345.640625 Penalty: 3467.167236
	Iteration 11Q: 3 clusters Score -170345.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -170373.171875 Penalty: 3467.167236
	Iteration 12Q: 3 clusters Score -170373.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -170386.312500 Penalty: 3467.167236
	Iteration 13Q: 3 clusters Score -170386.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -170392.984375 Penalty: 3467.167236
	Iteration 14Q: 3 clusters Score -170393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -170403.531250 Penalty: 3467.167236
	Iteration 15Q: 3 clusters Score -170403.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -170408.359375 Penalty: 3467.167236
	Iteration 16Q: 3 clusters Score -170408.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -170412.125000 Penalty: 3467.167236
	Iteration 17Q: 3 clusters Score -170412.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -170413.531250 Penalty: 3467.167236
	Iteration 18Q: 3 clusters Score -170413.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -170413.531250 Penalty: 3467.167236
	Iteration 19F: 3 clusters Score -170413.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Entering Unmasked Estep 
Score: -3553360.250000 Penalty: 2444.684814
	Iteration 0F: 2 clusters Score -3553360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3539879.250000 Penalty: 4889.369629
	Iteration 0F: 3 clusters Score -3539879 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -3544469.000000 Penalty: 4889.369629
	Iteration 1F: 3 clusters Score -3544469 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3544807.250000 Penalty: 4889.369629
	Iteration 2F: 3 clusters Score -3544807 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -3545059.250000 Penalty: 4889.369629
	Iteration 3Q: 3 clusters Score -3545059 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3545238.250000 Penalty: 4889.369629
	Iteration 4Q: 3 clusters Score -3545238 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3545425.750000 Penalty: 4889.369629
	Iteration 5Q: 3 clusters Score -3545426 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3545598.750000 Penalty: 4889.369629
	Iteration 6Q: 3 clusters Score -3545599 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -3545780.000000 Penalty: 4889.369629
	Iteration 7Q: 3 clusters Score -3545780 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3546009.500000 Penalty: 4889.369629
	Iteration 8Q: 3 clusters Score -3546010 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -3546311.250000 Penalty: 4889.369629
	Iteration 9Q: 3 clusters Score -3546311 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -3546773.000000 Penalty: 4889.369629
	Iteration 10Q: 3 clusters Score -3546773 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3547409.250000 Penalty: 4889.369629
	Iteration 11F: 3 clusters Score -3547409 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3548167.000000 Penalty: 4889.369629
	Iteration 12F: 3 clusters Score -3548167 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -3548925.250000 Penalty: 4889.369629
	Iteration 13F: 3 clusters Score -3548925 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3549555.000000 Penalty: 4889.369629
	Iteration 14Q: 3 clusters Score -3549555 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3550021.250000 Penalty: 4889.369629
	Iteration 15Q: 3 clusters Score -3550021 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3550349.750000 Penalty: 4889.369629
	Iteration 16Q: 3 clusters Score -3550350 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3550539.750000 Penalty: 4889.369629
	Iteration 17Q: 3 clusters Score -3550540 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3550666.750000 Penalty: 4889.369629
	Iteration 18Q: 3 clusters Score -3550667 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3550770.750000 Penalty: 4889.369629
	Iteration 19Q: 3 clusters Score -3550771 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3550869.000000 Penalty: 4889.369629
	Iteration 20F: 3 clusters Score -3550869 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3550950.500000 Penalty: 4889.369629
	Iteration 21Q: 3 clusters Score -3550950 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3551013.000000 Penalty: 4889.369629
	Iteration 22Q: 3 clusters Score -3551013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3551058.750000 Penalty: 4889.369629
	Iteration 23Q: 3 clusters Score -3551059 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3551094.000000 Penalty: 4889.369629
	Iteration 24Q: 3 clusters Score -3551094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3551123.250000 Penalty: 4889.369629
	Iteration 25Q: 3 clusters Score -3551123 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3551159.000000 Penalty: 4889.369629
	Iteration 26Q: 3 clusters Score -3551159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -3551171.500000 Penalty: 4889.369629
	Iteration 27Q: 3 clusters Score -3551172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3551191.750000 Penalty: 4889.369629
	Iteration 28Q: 3 clusters Score -3551192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3551204.250000 Penalty: 4889.369629
	Iteration 29Q: 3 clusters Score -3551204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3551215.000000 Penalty: 4889.369629
	Iteration 30Q: 3 clusters Score -3551215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3551224.000000 Penalty: 4889.369629
	Iteration 31Q: 3 clusters Score -3551224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3551220.500000 Penalty: 4889.369629
	Iteration 32Q: 3 clusters Score -3551220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3551228.500000 Penalty: 4889.369629
	Iteration 33Q: 3 clusters Score -3551228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3551227.250000 Penalty: 4889.369629
	Iteration 34Q: 3 clusters Score -3551227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3551224.750000 Penalty: 4889.369629
	Iteration 35Q: 3 clusters Score -3551225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3551222.750000 Penalty: 4889.369629
	Iteration 36Q: 3 clusters Score -3551223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3551226.500000 Penalty: 4889.369629
	Iteration 37Q: 3 clusters Score -3551226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3551225.500000 Penalty: 4889.369629
	Iteration 38Q: 3 clusters Score -3551226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3551228.500000 Penalty: 4889.369629
	Iteration 39Q: 3 clusters Score -3551228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3551228.250000 Penalty: 4889.369629
	Iteration 40F: 3 clusters Score -3551228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Entering Unmasked Estep 
Score: -8187514.500000 Penalty: 2655.050293
	Iteration 0F: 2 clusters Score -8187514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -8158447.500000 Penalty: 5310.100586
	Iteration 0F: 3 clusters Score -8158448 nChanged 20516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -8169559.500000 Penalty: 5310.100586
	Iteration 1F: 3 clusters Score -8169560 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -8169976.500000 Penalty: 5310.100586
	Iteration 2Q: 3 clusters Score -8169976 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -8170344.000000 Penalty: 5310.100586
	Iteration 3Q: 3 clusters Score -8170344 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -8170686.500000 Penalty: 5310.100586
	Iteration 4Q: 3 clusters Score -8170686 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -8171004.000000 Penalty: 5310.100586
	Iteration 5Q: 3 clusters Score -8171004 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -8171352.000000 Penalty: 5310.100586
	Iteration 6Q: 3 clusters Score -8171352 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -8171806.500000 Penalty: 5310.100586
	Iteration 7Q: 3 clusters Score -8171806 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -8172496.000000 Penalty: 5310.100586
	Iteration 8Q: 3 clusters Score -8172496 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -8173524.500000 Penalty: 5310.100586
	Iteration 9Q: 3 clusters Score -8173524 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -8175233.000000 Penalty: 5310.100586
	Iteration 10F: 3 clusters Score -8175233 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -8177674.000000 Penalty: 5310.100586
	Iteration 11F: 3 clusters Score -8177674 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -8180470.000000 Penalty: 5310.100586
	Iteration 12F: 3 clusters Score -8180470 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -8182673.000000 Penalty: 5310.100586
	Iteration 13F: 3 clusters Score -8182673 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -8183999.000000 Penalty: 5310.100586
	Iteration 14Q: 3 clusters Score -8183999 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -8184590.000000 Penalty: 5310.100586
	Iteration 15Q: 3 clusters Score -8184590 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -8184865.000000 Penalty: 5310.100586
	Iteration 16Q: 3 clusters Score -8184865 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -8185029.500000 Penalty: 5310.100586
	Iteration 17Q: 3 clusters Score -8185030 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8185082.000000 Penalty: 5310.100586
	Iteration 18Q: 3 clusters Score -8185082 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -8185150.000000 Penalty: 5310.100586
	Iteration 19Q: 3 clusters Score -8185150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 43910 members 
Entering Unmasked Estep 
Score: -8185204.000000 Penalty: 5310.100586
	Iteration 20F: 3 clusters Score -8185204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -8185242.000000 Penalty: 5310.100586
	Iteration 21Q: 3 clusters Score -8185242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -8185264.000000 Penalty: 5310.100586
	Iteration 22Q: 3 clusters Score -8185264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -8185269.000000 Penalty: 5310.100586
	Iteration 23Q: 3 clusters Score -8185269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -8185273.000000 Penalty: 5310.100586
	Iteration 24Q: 3 clusters Score -8185273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -8185297.000000 Penalty: 5310.100586
	Iteration 25Q: 3 clusters Score -8185297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -8185298.000000 Penalty: 5310.100586
	Iteration 26Q: 3 clusters Score -8185298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -8185306.000000 Penalty: 5310.100586
	Iteration 27Q: 3 clusters Score -8185306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -8185307.500000 Penalty: 5310.100586
	Iteration 28Q: 3 clusters Score -8185308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -8185312.500000 Penalty: 5310.100586
	Iteration 29Q: 3 clusters Score -8185312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -8185312.500000 Penalty: 5310.100586
	Iteration 30F: 3 clusters Score -8185312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 41920 members 
Mstep: Class 3 contains 44495 members 
Mstep: Class 4 contains 48096 members 
Mstep: Class 5 contains 44073 members 
Mstep: Class 6 contains 60468 members 
Mstep: Class 7 contains 44229 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45159 members 
Mstep: Class 11 contains 44740 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43922 members 
Mstep: Class 15 contains 42364 members 
Mstep: Class 16 contains 5042 members 
Mstep: Class 17 contains 40425 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42504 members 
Mstep: Class 21 contains 30845 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 19103 members 
Mstep: Class 24 contains 44616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126908424.000000 Penalty: 80096.007812
Iteration 119Q: 25 clusters Score -1.269084e+08 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 41836 members 
Mstep: Class 3 contains 44443 members 
Mstep: Class 4 contains 48057 members 
Mstep: Class 5 contains 44026 members 
Mstep: Class 6 contains 60182 members 
Mstep: Class 7 contains 44086 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 540 members 
Mstep: Class 10 contains 45148 members 
Mstep: Class 11 contains 44753 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43949 members 
Mstep: Class 15 contains 42360 members 
Mstep: Class 16 contains 4879 members 
Mstep: Class 17 contains 40875 members 
Mstep: Class 18 contains 2455 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42515 members 
Mstep: Class 21 contains 30866 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 19564 members 
Mstep: Class 24 contains 44584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909504.000000 Penalty: 80096.007812
Iteration 120F: 25 clusters Score -1.269095e+08 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50371 members 
Mstep: Class 2 contains 41781 members 
Mstep: Class 3 contains 44347 members 
Mstep: Class 4 contains 47975 members 
Mstep: Class 5 contains 43977 members 
Mstep: Class 6 contains 59807 members 
Mstep: Class 7 contains 43972 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 45095 members 
Mstep: Class 11 contains 44745 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43998 members 
Mstep: Class 15 contains 42350 members 
Mstep: Class 16 contains 4713 members 
Mstep: Class 17 contains 40636 members 
Mstep: Class 18 contains 2455 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42458 members 
Mstep: Class 21 contains 30888 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 20351 members 
Mstep: Class 24 contains 44456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909464.000000 Penalty: 80096.007812
Iteration 121Q: 25 clusters Score -1.269095e+08 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50536 members 
Mstep: Class 2 contains 41768 members 
Mstep: Class 3 contains 44300 members 
Mstep: Class 4 contains 47923 members 
Mstep: Class 5 contains 43887 members 
Mstep: Class 6 contains 59352 members 
Mstep: Class 7 contains 43799 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 45037 members 
Mstep: Class 11 contains 44742 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44060 members 
Mstep: Class 15 contains 42329 members 
Mstep: Class 16 contains 4552 members 
Mstep: Class 17 contains 40680 members 
Mstep: Class 18 contains 2455 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42449 members 
Mstep: Class 21 contains 30901 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 21274 members 
Mstep: Class 24 contains 44330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909872.000000 Penalty: 80096.007812
Iteration 122Q: 25 clusters Score -1.269099e+08 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 41756 members 
Mstep: Class 3 contains 44244 members 
Mstep: Class 4 contains 47854 members 
Mstep: Class 5 contains 43793 members 
Mstep: Class 6 contains 58875 members 
Mstep: Class 7 contains 43643 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 44949 members 
Mstep: Class 11 contains 44718 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44157 members 
Mstep: Class 15 contains 42264 members 
Mstep: Class 16 contains 4408 members 
Mstep: Class 17 contains 40864 members 
Mstep: Class 18 contains 2455 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42423 members 
Mstep: Class 21 contains 30907 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 22315 members 
Mstep: Class 24 contains 44250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126909744.000000 Penalty: 80096.007812
Iteration 123Q: 25 clusters Score -1.269097e+08 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 41739 members 
Mstep: Class 3 contains 44191 members 
Mstep: Class 4 contains 47768 members 
Mstep: Class 5 contains 43758 members 
Mstep: Class 6 contains 58274 members 
Mstep: Class 7 contains 43494 members 
Mstep: Class 8 contains 1055 members 
Mstep: Class 9 contains 541 members 
Mstep: Class 10 contains 44800 members 
Mstep: Class 11 contains 44691 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44231 members 
Mstep: Class 15 contains 42256 members 
Mstep: Class 16 contains 4292 members 
Mstep: Class 17 contains 41162 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42360 members 
Mstep: Class 21 contains 30931 members 
Mstep: Class 22 contains 1086 members 
Mstep: Class 23 contains 23505 members 
Mstep: Class 24 contains 44159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910248.000000 Penalty: 80096.007812
Iteration 124Q: 25 clusters Score -1.269102e+08 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 41713 members 
Mstep: Class 3 contains 44117 members 
Mstep: Class 4 contains 47696 members 
Mstep: Class 5 contains 43711 members 
Mstep: Class 6 contains 57591 members 
Mstep: Class 7 contains 43325 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 44712 members 
Mstep: Class 11 contains 44647 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44314 members 
Mstep: Class 15 contains 42221 members 
Mstep: Class 16 contains 4205 members 
Mstep: Class 17 contains 41591 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42322 members 
Mstep: Class 21 contains 30933 members 
Mstep: Class 22 contains 1087 members 
Mstep: Class 23 contains 24802 members 
Mstep: Class 24 contains 44025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126910856.000000 Penalty: 80096.007812
Iteration 125Q: 25 clusters Score -1.269109e+08 nChanged 6787
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 41710 members 
Mstep: Class 3 contains 44039 members 
Mstep: Class 4 contains 47599 members 
Mstep: Class 5 contains 43609 members 
Mstep: Class 6 contains 56772 members 
Mstep: Class 7 contains 43129 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 44554 members 
Mstep: Class 11 contains 44602 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44394 members 
Mstep: Class 15 contains 42224 members 
Mstep: Class 16 contains 4112 members 
Mstep: Class 17 contains 42131 members 
Mstep: Class 18 contains 2458 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42236 members 
Mstep: Class 21 contains 30954 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 26384 members 
Mstep: Class 24 contains 43860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126911800.000000 Penalty: 80096.007812
Iteration 126Q: 25 clusters Score -1.269118e+08 nChanged 7114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 41711 members 
Mstep: Class 3 contains 43935 members 
Mstep: Class 4 contains 47496 members 
Mstep: Class 5 contains 43454 members 
Mstep: Class 6 contains 55748 members 
Mstep: Class 7 contains 42969 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 44394 members 
Mstep: Class 11 contains 44552 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44435 members 
Mstep: Class 15 contains 42247 members 
Mstep: Class 16 contains 4031 members 
Mstep: Class 17 contains 42788 members 
Mstep: Class 18 contains 2460 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42157 members 
Mstep: Class 21 contains 30977 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 28193 members 
Mstep: Class 24 contains 43723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126912872.000000 Penalty: 80096.007812
Iteration 127Q: 25 clusters Score -1.269129e+08 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 41679 members 
Mstep: Class 3 contains 43747 members 
Mstep: Class 4 contains 47394 members 
Mstep: Class 5 contains 43309 members 
Mstep: Class 6 contains 54746 members 
Mstep: Class 7 contains 42802 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 44264 members 
Mstep: Class 11 contains 44492 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44437 members 
Mstep: Class 15 contains 42234 members 
Mstep: Class 16 contains 3960 members 
Mstep: Class 17 contains 43485 members 
Mstep: Class 18 contains 2463 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 42064 members 
Mstep: Class 21 contains 30985 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 30230 members 
Mstep: Class 24 contains 43590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126914440.000000 Penalty: 80096.007812
Iteration 128Q: 25 clusters Score -1.269144e+08 nChanged 8071
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 41661 members 
Mstep: Class 3 contains 43539 members 
Mstep: Class 4 contains 47289 members 
Mstep: Class 5 contains 43106 members 
Mstep: Class 6 contains 53680 members 
Mstep: Class 7 contains 42612 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 44117 members 
Mstep: Class 11 contains 44430 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44370 members 
Mstep: Class 15 contains 42186 members 
Mstep: Class 16 contains 3904 members 
Mstep: Class 17 contains 44200 members 
Mstep: Class 18 contains 2464 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41930 members 
Mstep: Class 21 contains 30990 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 32623 members 
Mstep: Class 24 contains 43441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126915952.000000 Penalty: 80096.007812
Iteration 129Q: 25 clusters Score -1.26916e+08 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 41635 members 
Mstep: Class 3 contains 43314 members 
Mstep: Class 4 contains 47208 members 
Mstep: Class 5 contains 42846 members 
Mstep: Class 6 contains 52562 members 
Mstep: Class 7 contains 42440 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 43946 members 
Mstep: Class 11 contains 44368 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44296 members 
Mstep: Class 15 contains 42093 members 
Mstep: Class 16 contains 3855 members 
Mstep: Class 17 contains 44903 members 
Mstep: Class 18 contains 2464 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41734 members 
Mstep: Class 21 contains 31004 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 35334 members 
Mstep: Class 24 contains 43262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126917320.000000 Penalty: 80096.007812
Iteration 130Q: 25 clusters Score -1.269173e+08 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 41559 members 
Mstep: Class 3 contains 43145 members 
Mstep: Class 4 contains 47135 members 
Mstep: Class 5 contains 42594 members 
Mstep: Class 6 contains 51047 members 
Mstep: Class 7 contains 42315 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 43703 members 
Mstep: Class 11 contains 44239 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44231 members 
Mstep: Class 15 contains 41968 members 
Mstep: Class 16 contains 3796 members 
Mstep: Class 17 contains 45556 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41585 members 
Mstep: Class 21 contains 30991 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 38452 members 
Mstep: Class 24 contains 43092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126918968.000000 Penalty: 80096.007812
Iteration 131Q: 25 clusters Score -1.26919e+08 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 41456 members 
Mstep: Class 3 contains 42955 members 
Mstep: Class 4 contains 46984 members 
Mstep: Class 5 contains 42292 members 
Mstep: Class 6 contains 49034 members 
Mstep: Class 7 contains 42221 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 43455 members 
Mstep: Class 11 contains 44094 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44178 members 
Mstep: Class 15 contains 41795 members 
Mstep: Class 16 contains 3734 members 
Mstep: Class 17 contains 46137 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41396 members 
Mstep: Class 21 contains 30996 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 42236 members 
Mstep: Class 24 contains 42908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126920672.000000 Penalty: 80096.007812
Iteration 132Q: 25 clusters Score -1.269207e+08 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 41387 members 
Mstep: Class 3 contains 42748 members 
Mstep: Class 4 contains 46859 members 
Mstep: Class 5 contains 41962 members 
Mstep: Class 6 contains 46253 members 
Mstep: Class 7 contains 42093 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 43222 members 
Mstep: Class 11 contains 43955 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44104 members 
Mstep: Class 15 contains 41636 members 
Mstep: Class 16 contains 3670 members 
Mstep: Class 17 contains 46775 members 
Mstep: Class 18 contains 2469 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41217 members 
Mstep: Class 21 contains 31002 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46649 members 
Mstep: Class 24 contains 42833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922392.000000 Penalty: 80096.007812
Iteration 133Q: 25 clusters Score -1.269224e+08 nChanged 14602
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 41389 members 
Mstep: Class 3 contains 42526 members 
Mstep: Class 4 contains 46803 members 
Mstep: Class 5 contains 41529 members 
Mstep: Class 6 contains 43330 members 
Mstep: Class 7 contains 41726 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 42958 members 
Mstep: Class 11 contains 43788 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44029 members 
Mstep: Class 15 contains 41546 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 47446 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40990 members 
Mstep: Class 21 contains 31019 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 51394 members 
Mstep: Class 24 contains 42774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921008.000000 Penalty: 80096.007812
Iteration 134Q: 25 clusters Score -1.26921e+08 nChanged 15331
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 41478 members 
Mstep: Class 3 contains 42403 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 41340 members 
Mstep: Class 6 contains 40838 members 
Mstep: Class 7 contains 41251 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 42838 members 
Mstep: Class 11 contains 43711 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44003 members 
Mstep: Class 15 contains 41687 members 
Mstep: Class 16 contains 3564 members 
Mstep: Class 17 contains 48031 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40924 members 
Mstep: Class 21 contains 31042 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 54410 members 
Mstep: Class 24 contains 42790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919752.000000 Penalty: 80096.007812
Iteration 135Q: 25 clusters Score -1.269198e+08 nChanged 14315
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 41618 members 
Mstep: Class 3 contains 42389 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 41217 members 
Mstep: Class 6 contains 40249 members 
Mstep: Class 7 contains 40477 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 42779 members 
Mstep: Class 11 contains 43696 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44002 members 
Mstep: Class 15 contains 41873 members 
Mstep: Class 16 contains 3527 members 
Mstep: Class 17 contains 48403 members 
Mstep: Class 18 contains 2470 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40979 members 
Mstep: Class 21 contains 31066 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 55155 members 
Mstep: Class 24 contains 42860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919672.000000 Penalty: 80096.007812
Iteration 136Q: 25 clusters Score -1.269197e+08 nChanged 12181
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 41777 members 
Mstep: Class 3 contains 42412 members 
Mstep: Class 4 contains 46768 members 
Mstep: Class 5 contains 41224 members 
Mstep: Class 6 contains 40527 members 
Mstep: Class 7 contains 39785 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 42817 members 
Mstep: Class 11 contains 43703 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 44018 members 
Mstep: Class 15 contains 42009 members 
Mstep: Class 16 contains 3496 members 
Mstep: Class 17 contains 48574 members 
Mstep: Class 18 contains 2471 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41068 members 
Mstep: Class 21 contains 31101 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 54754 members 
Mstep: Class 24 contains 42853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126919992.000000 Penalty: 80096.007812
Iteration 137Q: 25 clusters Score -1.2692e+08 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 41891 members 
Mstep: Class 3 contains 42474 members 
Mstep: Class 4 contains 46741 members 
Mstep: Class 5 contains 41280 members 
Mstep: Class 6 contains 41180 members 
Mstep: Class 7 contains 39111 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 42841 members 
Mstep: Class 11 contains 43634 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43994 members 
Mstep: Class 15 contains 42122 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 48616 members 
Mstep: Class 18 contains 2472 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41172 members 
Mstep: Class 21 contains 31144 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 54168 members 
Mstep: Class 24 contains 42839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126921208.000000 Penalty: 80096.007812
Iteration 138Q: 25 clusters Score -1.269212e+08 nChanged 9560
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 41977 members 
Mstep: Class 3 contains 42504 members 
Mstep: Class 4 contains 46722 members 
Mstep: Class 5 contains 41390 members 
Mstep: Class 6 contains 41926 members 
Mstep: Class 7 contains 38390 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 42890 members 
Mstep: Class 11 contains 43610 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43971 members 
Mstep: Class 15 contains 42292 members 
Mstep: Class 16 contains 3452 members 
Mstep: Class 17 contains 48499 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41242 members 
Mstep: Class 21 contains 31186 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 53559 members 
Mstep: Class 24 contains 42817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126922120.000000 Penalty: 80096.007812
Iteration 139Q: 25 clusters Score -1.269221e+08 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 42058 members 
Mstep: Class 3 contains 42546 members 
Mstep: Class 4 contains 46677 members 
Mstep: Class 5 contains 41601 members 
Mstep: Class 6 contains 42498 members 
Mstep: Class 7 contains 37873 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 42937 members 
Mstep: Class 11 contains 43580 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43915 members 
Mstep: Class 15 contains 42424 members 
Mstep: Class 16 contains 3420 members 
Mstep: Class 17 contains 48313 members 
Mstep: Class 18 contains 2473 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41280 members 
Mstep: Class 21 contains 31201 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 52949 members 
Mstep: Class 24 contains 42865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925096.000000 Penalty: 80096.007812
Iteration 140F: 25 clusters Score -1.269251e+08 nChanged 11159
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 42018 members 
Mstep: Class 3 contains 42350 members 
Mstep: Class 4 contains 46635 members 
Mstep: Class 5 contains 41752 members 
Mstep: Class 6 contains 40016 members 
Mstep: Class 7 contains 37494 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 42866 members 
Mstep: Class 11 contains 43520 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43860 members 
Mstep: Class 15 contains 42576 members 
Mstep: Class 16 contains 3398 members 
Mstep: Class 17 contains 48215 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41219 members 
Mstep: Class 21 contains 31225 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 56034 members 
Mstep: Class 24 contains 42801 members 
Entering Unmasked Estep 
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Score: -126924672.000000 Penalty: 80096.007812
Iteration 141Q: 25 clusters Score -1.269247e+08 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 42026 members 
Mstep: Class 3 contains 42376 members 
Mstep: Class 4 contains 46612 members 
Mstep: Class 5 contains 41920 members 
Mstep: Class 6 contains 38912 members 
Mstep: Class 7 contains 37064 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 42939 members 
Mstep: Class 11 contains 43494 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43815 members 
Mstep: Class 15 contains 42758 members 
Mstep: Class 16 contains 3376 members 
Mstep: Class 17 contains 47938 members 
Mstep: Class 18 contains 2478 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41296 members 
Mstep: Class 21 contains 31237 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 57127 members 
Mstep: Class 24 contains 42788 members 
Entering Unmasked Estep 
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Score: -126924248.000000 Penalty: 80096.007812
Iteration 142Q: 25 clusters Score -1.269242e+08 nChanged 10214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 42044 members 
Mstep: Class 3 contains 42432 members 
Mstep: Class 4 contains 46607 members 
Mstep: Class 5 contains 42064 members 
Mstep: Class 6 contains 38541 members 
Mstep: Class 7 contains 36732 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 43128 members 
Mstep: Class 11 contains 43510 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43787 members 
Mstep: Class 15 contains 42865 members 
Mstep: Class 16 contains 3353 members 
Mstep: Class 17 contains 47587 members 
Mstep: Class 18 contains 2480 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41355 members 
Mstep: Class 21 contains 31257 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 57424 members 
Mstep: Class 24 contains 42758 members 
Entering Unmasked Estep 
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Iteration 143Q: 25 clusters Score -1.269246e+08 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 42070 members 
Mstep: Class 3 contains 42468 members 
Mstep: Class 4 contains 46612 members 
Mstep: Class 5 contains 42205 members 
Mstep: Class 6 contains 38733 members 
Mstep: Class 7 contains 36470 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 43360 members 
Mstep: Class 11 contains 43450 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43709 members 
Mstep: Class 15 contains 42917 members 
Mstep: Class 16 contains 3337 members 
Mstep: Class 17 contains 47178 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41378 members 
Mstep: Class 21 contains 31263 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 57402 members 
Mstep: Class 24 contains 42697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925104.000000 Penalty: 80096.007812
Iteration 144Q: 25 clusters Score -1.269251e+08 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 42005 members 
Mstep: Class 3 contains 42533 members 
Mstep: Class 4 contains 46610 members 
Mstep: Class 5 contains 42389 members 
Mstep: Class 6 contains 39188 members 
Mstep: Class 7 contains 36338 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 43591 members 
Mstep: Class 11 contains 43348 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43583 members 
Mstep: Class 15 contains 42875 members 
Mstep: Class 16 contains 3323 members 
Mstep: Class 17 contains 46797 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41398 members 
Mstep: Class 21 contains 31280 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 57281 members 
Mstep: Class 24 contains 42644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925072.000000 Penalty: 80096.007812
Iteration 145Q: 25 clusters Score -1.269251e+08 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 41953 members 
Mstep: Class 3 contains 42591 members 
Mstep: Class 4 contains 46600 members 
Mstep: Class 5 contains 42531 members 
Mstep: Class 6 contains 39798 members 
Mstep: Class 7 contains 36204 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 43798 members 
Mstep: Class 11 contains 43272 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43462 members 
Mstep: Class 15 contains 42811 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 46481 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41373 members 
Mstep: Class 21 contains 31276 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 57093 members 
Mstep: Class 24 contains 42603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925264.000000 Penalty: 80096.007812
Iteration 146Q: 25 clusters Score -1.269253e+08 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 41906 members 
Mstep: Class 3 contains 42592 members 
Mstep: Class 4 contains 46596 members 
Mstep: Class 5 contains 42605 members 
Mstep: Class 6 contains 40561 members 
Mstep: Class 7 contains 36144 members 
Mstep: Class 8 contains 1043 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 43952 members 
Mstep: Class 11 contains 43225 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43322 members 
Mstep: Class 15 contains 42711 members 
Mstep: Class 16 contains 3303 members 
Mstep: Class 17 contains 46177 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41309 members 
Mstep: Class 21 contains 31269 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 56838 members 
Mstep: Class 24 contains 42559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925488.000000 Penalty: 80096.007812
Iteration 147Q: 25 clusters Score -1.269255e+08 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 41800 members 
Mstep: Class 3 contains 42635 members 
Mstep: Class 4 contains 46579 members 
Mstep: Class 5 contains 42637 members 
Mstep: Class 6 contains 41438 members 
Mstep: Class 7 contains 36036 members 
Mstep: Class 8 contains 1043 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44053 members 
Mstep: Class 11 contains 43162 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43205 members 
Mstep: Class 15 contains 42640 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 45871 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41286 members 
Mstep: Class 21 contains 31265 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 56616 members 
Mstep: Class 24 contains 42527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925384.000000 Penalty: 80096.007812
Iteration 148Q: 25 clusters Score -1.269254e+08 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 41671 members 
Mstep: Class 3 contains 42612 members 
Mstep: Class 4 contains 46530 members 
Mstep: Class 5 contains 42685 members 
Mstep: Class 6 contains 42341 members 
Mstep: Class 7 contains 35990 members 
Mstep: Class 8 contains 1041 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44201 members 
Mstep: Class 11 contains 43052 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 43075 members 
Mstep: Class 15 contains 42590 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 45578 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41257 members 
Mstep: Class 21 contains 31263 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 56386 members 
Mstep: Class 24 contains 42502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126925912.000000 Penalty: 80096.007812
Iteration 149Q: 25 clusters Score -1.269259e+08 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 41586 members 
Mstep: Class 3 contains 42611 members 
Mstep: Class 4 contains 46499 members 
Mstep: Class 5 contains 42716 members 
Mstep: Class 6 contains 43153 members 
Mstep: Class 7 contains 36086 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44312 members 
Mstep: Class 11 contains 43013 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42900 members 
Mstep: Class 15 contains 42521 members 
Mstep: Class 16 contains 3262 members 
Mstep: Class 17 contains 45309 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41231 members 
Mstep: Class 21 contains 31261 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 56064 members 
Mstep: Class 24 contains 42478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926368.000000 Penalty: 80096.007812
Iteration 150Q: 25 clusters Score -1.269264e+08 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 41545 members 
Mstep: Class 3 contains 42619 members 
Mstep: Class 4 contains 46474 members 
Mstep: Class 5 contains 42693 members 
Mstep: Class 6 contains 43922 members 
Mstep: Class 7 contains 36220 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44390 members 
Mstep: Class 11 contains 42988 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42764 members 
Mstep: Class 15 contains 42384 members 
Mstep: Class 16 contains 3251 members 
Mstep: Class 17 contains 45052 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41212 members 
Mstep: Class 21 contains 31269 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 55707 members 
Mstep: Class 24 contains 42462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926352.000000 Penalty: 80096.007812
Iteration 151Q: 25 clusters Score -1.269264e+08 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 41521 members 
Mstep: Class 3 contains 42593 members 
Mstep: Class 4 contains 46456 members 
Mstep: Class 5 contains 42655 members 
Mstep: Class 6 contains 44601 members 
Mstep: Class 7 contains 36462 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44457 members 
Mstep: Class 11 contains 42964 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42644 members 
Mstep: Class 15 contains 42251 members 
Mstep: Class 16 contains 3248 members 
Mstep: Class 17 contains 44862 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41177 members 
Mstep: Class 21 contains 31254 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 55355 members 
Mstep: Class 24 contains 42418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926512.000000 Penalty: 80096.007812
Iteration 152Q: 25 clusters Score -1.269265e+08 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 41518 members 
Mstep: Class 3 contains 42554 members 
Mstep: Class 4 contains 46471 members 
Mstep: Class 5 contains 42640 members 
Mstep: Class 6 contains 45140 members 
Mstep: Class 7 contains 36757 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44467 members 
Mstep: Class 11 contains 42926 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42536 members 
Mstep: Class 15 contains 42173 members 
Mstep: Class 16 contains 3243 members 
Mstep: Class 17 contains 44670 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41142 members 
Mstep: Class 21 contains 31226 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 54959 members 
Mstep: Class 24 contains 42400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927008.000000 Penalty: 80096.007812
Iteration 153Q: 25 clusters Score -1.26927e+08 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 41524 members 
Mstep: Class 3 contains 42567 members 
Mstep: Class 4 contains 46461 members 
Mstep: Class 5 contains 42605 members 
Mstep: Class 6 contains 45606 members 
Mstep: Class 7 contains 37098 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44454 members 
Mstep: Class 11 contains 42864 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42443 members 
Mstep: Class 15 contains 42063 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 44524 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41126 members 
Mstep: Class 21 contains 31220 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 54584 members 
Mstep: Class 24 contains 42370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126926808.000000 Penalty: 80096.007812
Iteration 154Q: 25 clusters Score -1.269268e+08 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 41549 members 
Mstep: Class 3 contains 42579 members 
Mstep: Class 4 contains 46453 members 
Mstep: Class 5 contains 42557 members 
Mstep: Class 6 contains 45972 members 
Mstep: Class 7 contains 37426 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44407 members 
Mstep: Class 11 contains 42872 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42374 members 
Mstep: Class 15 contains 41948 members 
Mstep: Class 16 contains 3229 members 
Mstep: Class 17 contains 44411 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41093 members 
Mstep: Class 21 contains 31205 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 54330 members 
Mstep: Class 24 contains 42345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927272.000000 Penalty: 80096.007812
Iteration 155Q: 25 clusters Score -1.269273e+08 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 41530 members 
Mstep: Class 3 contains 42556 members 
Mstep: Class 4 contains 46479 members 
Mstep: Class 5 contains 42585 members 
Mstep: Class 6 contains 46294 members 
Mstep: Class 7 contains 37772 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44382 members 
Mstep: Class 11 contains 42841 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42335 members 
Mstep: Class 15 contains 41809 members 
Mstep: Class 16 contains 3228 members 
Mstep: Class 17 contains 44340 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41074 members 
Mstep: Class 21 contains 31196 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 54016 members 
Mstep: Class 24 contains 42313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927704.000000 Penalty: 80096.007812
Iteration 156Q: 25 clusters Score -1.269277e+08 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 41532 members 
Mstep: Class 3 contains 42585 members 
Mstep: Class 4 contains 46447 members 
Mstep: Class 5 contains 42643 members 
Mstep: Class 6 contains 46542 members 
Mstep: Class 7 contains 38120 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44384 members 
Mstep: Class 11 contains 42786 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42311 members 
Mstep: Class 15 contains 41708 members 
Mstep: Class 16 contains 3227 members 
Mstep: Class 17 contains 44273 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40993 members 
Mstep: Class 21 contains 31183 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 53737 members 
Mstep: Class 24 contains 42288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927800.000000 Penalty: 80096.007812
Iteration 157Q: 25 clusters Score -1.269278e+08 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 41534 members 
Mstep: Class 3 contains 42602 members 
Mstep: Class 4 contains 46426 members 
Mstep: Class 5 contains 42689 members 
Mstep: Class 6 contains 46737 members 
Mstep: Class 7 contains 38468 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44375 members 
Mstep: Class 11 contains 42735 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42277 members 
Mstep: Class 15 contains 41619 members 
Mstep: Class 16 contains 3223 members 
Mstep: Class 17 contains 44239 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40985 members 
Mstep: Class 21 contains 31170 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 53434 members 
Mstep: Class 24 contains 42244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927968.000000 Penalty: 80096.007812
Iteration 158Q: 25 clusters Score -1.26928e+08 nChanged 4177
Entering ConstructFrom: 
Score: -126927968.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (47127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Entering Unmasked Estep 
Score: -8824966.000000 Penalty: 2668.629150
	Iteration 0F: 2 clusters Score -8824966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -8795719.000000 Penalty: 5337.258301
	Iteration 0F: 3 clusters Score -8795719 nChanged 21710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -8807950.000000 Penalty: 5337.258301
	Iteration 1F: 3 clusters Score -8807950 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -8808558.000000 Penalty: 5337.258301
	Iteration 2Q: 3 clusters Score -8808558 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -8809170.000000 Penalty: 5337.258301
	Iteration 3Q: 3 clusters Score -8809170 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -8809805.000000 Penalty: 5337.258301
	Iteration 4Q: 3 clusters Score -8809805 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -8810674.000000 Penalty: 5337.258301
	Iteration 5Q: 3 clusters Score -8810674 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -8811847.000000 Penalty: 5337.258301
	Iteration 6Q: 3 clusters Score -8811847 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -8813502.000000 Penalty: 5337.258301
	Iteration 7F: 3 clusters Score -8813502 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -8815607.000000 Penalty: 5337.258301
	Iteration 8F: 3 clusters Score -8815607 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -8817777.000000 Penalty: 5337.258301
	Iteration 9F: 3 clusters Score -8817777 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -8819691.000000 Penalty: 5337.258301
	Iteration 10F: 3 clusters Score -8819691 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -8821138.000000 Penalty: 5337.258301
	Iteration 11Q: 3 clusters Score -8821138 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -8822036.000000 Penalty: 5337.258301
	Iteration 12Q: 3 clusters Score -8822036 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8822504.000000 Penalty: 5337.258301
	Iteration 13Q: 3 clusters Score -8822504 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -8822727.000000 Penalty: 5337.258301
	Iteration 14Q: 3 clusters Score -8822727 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -8822877.000000 Penalty: 5337.258301
	Iteration 15Q: 3 clusters Score -8822877 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -8822884.000000 Penalty: 5337.258301
	Iteration 16Q: 3 clusters Score -8822884 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -8822926.000000 Penalty: 5337.258301
	Iteration 17Q: 3 clusters Score -8822926 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -8822944.000000 Penalty: 5337.258301
	Iteration 18Q: 3 clusters Score -8822944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -8822959.000000 Penalty: 5337.258301
	Iteration 19Q: 3 clusters Score -8822959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -8822969.000000 Penalty: 5337.258301
	Iteration 20F: 3 clusters Score -8822969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -8822980.000000 Penalty: 5337.258301
	Iteration 21Q: 3 clusters Score -8822980 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -8822966.000000 Penalty: 5337.258301
	Iteration 22Q: 3 clusters Score -8822966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -8822966.000000 Penalty: 5337.258301
	Iteration 23Q: 3 clusters Score -8822966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -8822965.000000 Penalty: 5337.258301
	Iteration 24Q: 3 clusters Score -8822965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -8822974.000000 Penalty: 5337.258301
	Iteration 25Q: 3 clusters Score -8822974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -8822982.000000 Penalty: 5337.258301
	Iteration 26Q: 3 clusters Score -8822982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -8822970.000000 Penalty: 5337.258301
	Iteration 27Q: 3 clusters Score -8822970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -8822971.000000 Penalty: 5337.258301
	Iteration 28Q: 3 clusters Score -8822971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -8822976.000000 Penalty: 5337.258301
	Iteration 29Q: 3 clusters Score -8822976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -8822980.000000 Penalty: 5337.258301
	Iteration 30Q: 3 clusters Score -8822980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -8822983.000000 Penalty: 5337.258301
	Iteration 31Q: 3 clusters Score -8822983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -8822985.000000 Penalty: 5337.258301
	Iteration 32Q: 3 clusters Score -8822985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -8822987.000000 Penalty: 5337.258301
	Iteration 33Q: 3 clusters Score -8822987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -8822989.000000 Penalty: 5337.258301
	Iteration 34Q: 3 clusters Score -8822989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -8822996.000000 Penalty: 5337.258301
	Iteration 35Q: 3 clusters Score -8822996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -8822996.000000 Penalty: 5337.258301
	Iteration 36Q: 3 clusters Score -8822996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -8822996.000000 Penalty: 5337.258301
	Iteration 37F: 3 clusters Score -8822996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Entering Unmasked Estep 
Score: -7635439.000000 Penalty: 2637.262451
	Iteration 0F: 2 clusters Score -7635439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -7607474.500000 Penalty: 5274.524902
	Iteration 0F: 3 clusters Score -7607474 nChanged 18917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -7617772.500000 Penalty: 5274.524902
	Iteration 1F: 3 clusters Score -7617772 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -7618222.500000 Penalty: 5274.524902
	Iteration 2Q: 3 clusters Score -7618222 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -7618791.000000 Penalty: 5274.524902
	Iteration 3Q: 3 clusters Score -7618791 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -7619575.000000 Penalty: 5274.524902
	Iteration 4Q: 3 clusters Score -7619575 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -7620812.500000 Penalty: 5274.524902
	Iteration 5F: 3 clusters Score -7620812 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -7622875.000000 Penalty: 5274.524902
	Iteration 6F: 3 clusters Score -7622875 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -7625845.500000 Penalty: 5274.524902
	Iteration 7F: 3 clusters Score -7625846 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -7629149.500000 Penalty: 5274.524902
	Iteration 8F: 3 clusters Score -7629150 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -7631477.500000 Penalty: 5274.524902
	Iteration 9F: 3 clusters Score -7631478 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -7632550.000000 Penalty: 5274.524902
	Iteration 10Q: 3 clusters Score -7632550 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -7632910.500000 Penalty: 5274.524902
	Iteration 11Q: 3 clusters Score -7632910 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 41288 members 
Entering Unmasked Estep 
Score: -7633019.500000 Penalty: 5274.524902
	Iteration 12Q: 3 clusters Score -7633020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -7633076.000000 Penalty: 5274.524902
	Iteration 13Q: 3 clusters Score -7633076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -7633095.000000 Penalty: 5274.524902
	Iteration 14Q: 3 clusters Score -7633095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -7633112.500000 Penalty: 5274.524902
	Iteration 15Q: 3 clusters Score -7633112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -7633120.500000 Penalty: 5274.524902
	Iteration 16Q: 3 clusters Score -7633120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -7633137.500000 Penalty: 5274.524902
	Iteration 17Q: 3 clusters Score -7633138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -7633138.500000 Penalty: 5274.524902
	Iteration 18F: 3 clusters Score -7633138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -7633137.500000 Penalty: 5274.524902
	Iteration 19Q: 3 clusters Score -7633138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -7633141.500000 Penalty: 5274.524902
	Iteration 20F: 3 clusters Score -7633142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Entering Unmasked Estep 
Score: -7838101.000000 Penalty: 2643.548340
	Iteration 0F: 2 clusters Score -7838101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -7809587.000000 Penalty: 5287.096680
	Iteration 0F: 3 clusters Score -7809587 nChanged 19486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -7820430.000000 Penalty: 5287.096680
	Iteration 1F: 3 clusters Score -7820430 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -7821160.500000 Penalty: 5287.096680
	Iteration 2Q: 3 clusters Score -7821160 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -7822085.500000 Penalty: 5287.096680
	Iteration 3Q: 3 clusters Score -7822086 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -7823202.500000 Penalty: 5287.096680
	Iteration 4Q: 3 clusters Score -7823202 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -7824424.500000 Penalty: 5287.096680
	Iteration 5Q: 3 clusters Score -7824424 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -7825666.000000 Penalty: 5287.096680
	Iteration 6F: 3 clusters Score -7825666 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -7826823.500000 Penalty: 5287.096680
	Iteration 7Q: 3 clusters Score -7826824 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -7827913.500000 Penalty: 5287.096680
	Iteration 8Q: 3 clusters Score -7827914 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -7828825.500000 Penalty: 5287.096680
	Iteration 9Q: 3 clusters Score -7828826 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -7829532.500000 Penalty: 5287.096680
	Iteration 10Q: 3 clusters Score -7829532 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -7830056.500000 Penalty: 5287.096680
	Iteration 11Q: 3 clusters Score -7830056 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -7830409.000000 Penalty: 5287.096680
	Iteration 12Q: 3 clusters Score -7830409 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -7830744.500000 Penalty: 5287.096680
	Iteration 13Q: 3 clusters Score -7830744 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -7830971.000000 Penalty: 5287.096680
	Iteration 14Q: 3 clusters Score -7830971 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -7831113.500000 Penalty: 5287.096680
	Iteration 15Q: 3 clusters Score -7831114 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -7831284.000000 Penalty: 5287.096680
	Iteration 16Q: 3 clusters Score -7831284 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -7831447.000000 Penalty: 5287.096680
	Iteration 17Q: 3 clusters Score -7831447 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -7831659.000000 Penalty: 5287.096680
	Iteration 18Q: 3 clusters Score -7831659 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -7831858.500000 Penalty: 5287.096680
	Iteration 19Q: 3 clusters Score -7831858 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -7832032.000000 Penalty: 5287.096680
	Iteration 20F: 3 clusters Score -7832032 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -7832220.500000 Penalty: 5287.096680
	Iteration 21Q: 3 clusters Score -7832220 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -7832467.000000 Penalty: 5287.096680
	Iteration 22Q: 3 clusters Score -7832467 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -7832736.500000 Penalty: 5287.096680
	Iteration 23Q: 3 clusters Score -7832736 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -7832989.500000 Penalty: 5287.096680
	Iteration 24Q: 3 clusters Score -7832990 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -7833266.000000 Penalty: 5287.096680
	Iteration 25Q: 3 clusters Score -7833266 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -7833545.500000 Penalty: 5287.096680
	Iteration 26Q: 3 clusters Score -7833546 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -7833871.500000 Penalty: 5287.096680
	Iteration 27Q: 3 clusters Score -7833872 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -7834158.500000 Penalty: 5287.096680
	Iteration 28Q: 3 clusters Score -7834158 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -7834494.000000 Penalty: 5287.096680
	Iteration 29Q: 3 clusters Score -7834494 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7834718.500000 Penalty: 5287.096680
	Iteration 30Q: 3 clusters Score -7834718 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7834897.500000 Penalty: 5287.096680
	Iteration 31Q: 3 clusters Score -7834898 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -7835090.000000 Penalty: 5287.096680
	Iteration 32Q: 3 clusters Score -7835090 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7835247.500000 Penalty: 5287.096680
	Iteration 33Q: 3 clusters Score -7835248 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7835365.500000 Penalty: 5287.096680
	Iteration 34Q: 3 clusters Score -7835366 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7835462.000000 Penalty: 5287.096680
	Iteration 35Q: 3 clusters Score -7835462 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7835560.500000 Penalty: 5287.096680
	Iteration 36Q: 3 clusters Score -7835560 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7835630.000000 Penalty: 5287.096680
	Iteration 37Q: 3 clusters Score -7835630 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -7835684.500000 Penalty: 5287.096680
	Iteration 38Q: 3 clusters Score -7835684 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7835750.000000 Penalty: 5287.096680
	Iteration 39Q: 3 clusters Score -7835750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7835776.000000 Penalty: 5287.096680
	Iteration 40F: 3 clusters Score -7835776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7835800.500000 Penalty: 5287.096680
	Iteration 41Q: 3 clusters Score -7835800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7835819.500000 Penalty: 5287.096680
	Iteration 42Q: 3 clusters Score -7835820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7835836.000000 Penalty: 5287.096680
	Iteration 43Q: 3 clusters Score -7835836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7835847.500000 Penalty: 5287.096680
	Iteration 44Q: 3 clusters Score -7835848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7835860.500000 Penalty: 5287.096680
	Iteration 45Q: 3 clusters Score -7835860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7835874.500000 Penalty: 5287.096680
	Iteration 46Q: 3 clusters Score -7835874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7835877.500000 Penalty: 5287.096680
	Iteration 47Q: 3 clusters Score -7835878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7835889.500000 Penalty: 5287.096680
	Iteration 48Q: 3 clusters Score -7835890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7835896.000000 Penalty: 5287.096680
	Iteration 49Q: 3 clusters Score -7835896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7835899.000000 Penalty: 5287.096680
	Iteration 50Q: 3 clusters Score -7835899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7835916.000000 Penalty: 5287.096680
	Iteration 51Q: 3 clusters Score -7835916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7835910.500000 Penalty: 5287.096680
	Iteration 52Q: 3 clusters Score -7835910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7835915.000000 Penalty: 5287.096680
	Iteration 53Q: 3 clusters Score -7835915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7835918.000000 Penalty: 5287.096680
	Iteration 54Q: 3 clusters Score -7835918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7835908.000000 Penalty: 5287.096680
	Iteration 55Q: 3 clusters Score -7835908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7835918.500000 Penalty: 5287.096680
	Iteration 56Q: 3 clusters Score -7835918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7835930.000000 Penalty: 5287.096680
	Iteration 57Q: 3 clusters Score -7835930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7835924.000000 Penalty: 5287.096680
	Iteration 58Q: 3 clusters Score -7835924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7835928.500000 Penalty: 5287.096680
	Iteration 59Q: 3 clusters Score -7835928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7835923.500000 Penalty: 5287.096680
	Iteration 60F: 3 clusters Score -7835924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -7835928.500000 Penalty: 5287.096680
	Iteration 61Q: 3 clusters Score -7835928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7835935.500000 Penalty: 5287.096680
	Iteration 62Q: 3 clusters Score -7835936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7835937.500000 Penalty: 5287.096680
	Iteration 63Q: 3 clusters Score -7835938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7835938.000000 Penalty: 5287.096680
	Iteration 64Q: 3 clusters Score -7835938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7835942.000000 Penalty: 5287.096680
	Iteration 65Q: 3 clusters Score -7835942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7835943.500000 Penalty: 5287.096680
	Iteration 66Q: 3 clusters Score -7835944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7835944.000000 Penalty: 5287.096680
	Iteration 67Q: 3 clusters Score -7835944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7835945.000000 Penalty: 5287.096680
	Iteration 68Q: 3 clusters Score -7835945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7835945.000000 Penalty: 5287.096680
	Iteration 69F: 3 clusters Score -7835945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Entering Unmasked Estep 
Score: -8487293.000000 Penalty: 2664.917725
	Iteration 0F: 2 clusters Score -8487293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -8456849.000000 Penalty: 5329.835449
	Iteration 0F: 3 clusters Score -8456849 nChanged 21419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -8468688.000000 Penalty: 5329.835449
	Iteration 1F: 3 clusters Score -8468688 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -8469327.000000 Penalty: 5329.835449
	Iteration 2Q: 3 clusters Score -8469327 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -8470003.000000 Penalty: 5329.835449
	Iteration 3Q: 3 clusters Score -8470003 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -8471048.000000 Penalty: 5329.835449
	Iteration 4Q: 3 clusters Score -8471048 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -8472600.000000 Penalty: 5329.835449
	Iteration 5F: 3 clusters Score -8472600 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -8474862.000000 Penalty: 5329.835449
	Iteration 6F: 3 clusters Score -8474862 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -8477785.000000 Penalty: 5329.835449
	Iteration 7F: 3 clusters Score -8477785 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -8480851.000000 Penalty: 5329.835449
	Iteration 8F: 3 clusters Score -8480851 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -8483578.000000 Penalty: 5329.835449
	Iteration 9Q: 3 clusters Score -8483578 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -8485112.000000 Penalty: 5329.835449
	Iteration 10Q: 3 clusters Score -8485112 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -8485720.000000 Penalty: 5329.835449
	Iteration 11Q: 3 clusters Score -8485720 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -8486022.000000 Penalty: 5329.835449
	Iteration 12Q: 3 clusters Score -8486022 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -8486148.000000 Penalty: 5329.835449
	Iteration 13Q: 3 clusters Score -8486148 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -8486225.000000 Penalty: 5329.835449
	Iteration 14Q: 3 clusters Score -8486225 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -8486307.000000 Penalty: 5329.835449
	Iteration 15Q: 3 clusters Score -8486307 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -8486347.000000 Penalty: 5329.835449
	Iteration 16Q: 3 clusters Score -8486347 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -8486405.000000 Penalty: 5329.835449
	Iteration 17Q: 3 clusters Score -8486405 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -8486415.000000 Penalty: 5329.835449
	Iteration 18Q: 3 clusters Score -8486415 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -8486428.000000 Penalty: 5329.835449
	Iteration 19Q: 3 clusters Score -8486428 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -8486454.000000 Penalty: 5329.835449
	Iteration 20F: 3 clusters Score -8486454 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -8486453.000000 Penalty: 5329.835449
	Iteration 21Q: 3 clusters Score -8486453 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -8486478.000000 Penalty: 5329.835449
	Iteration 22Q: 3 clusters Score -8486478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -8486481.000000 Penalty: 5329.835449
	Iteration 23Q: 3 clusters Score -8486481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -8486490.000000 Penalty: 5329.835449
	Iteration 24Q: 3 clusters Score -8486490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -8486479.000000 Penalty: 5329.835449
	Iteration 25Q: 3 clusters Score -8486479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -8486484.000000 Penalty: 5329.835449
	Iteration 26Q: 3 clusters Score -8486484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8486482.000000 Penalty: 5329.835449
	Iteration 27Q: 3 clusters Score -8486482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -8486477.000000 Penalty: 5329.835449
	Iteration 28Q: 3 clusters Score -8486477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -8486477.000000 Penalty: 5329.835449
	Iteration 29Q: 3 clusters Score -8486477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -8486475.000000 Penalty: 5329.835449
	Iteration 30Q: 3 clusters Score -8486475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -8486485.000000 Penalty: 5329.835449
	Iteration 31Q: 3 clusters Score -8486485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -8486485.000000 Penalty: 5329.835449
	Iteration 32Q: 3 clusters Score -8486485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -8486482.000000 Penalty: 5329.835449
	Iteration 33Q: 3 clusters Score -8486482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -8486486.000000 Penalty: 5329.835449
	Iteration 34Q: 3 clusters Score -8486486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -8486481.000000 Penalty: 5329.835449
	Iteration 35Q: 3 clusters Score -8486481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -8486493.000000 Penalty: 5329.835449
	Iteration 36Q: 3 clusters Score -8486493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -8486491.000000 Penalty: 5329.835449
	Iteration 37Q: 3 clusters Score -8486491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -8486487.000000 Penalty: 5329.835449
	Iteration 38Q: 3 clusters Score -8486487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -8486495.000000 Penalty: 5329.835449
	Iteration 39Q: 3 clusters Score -8486495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -8486494.000000 Penalty: 5329.835449
	Iteration 40F: 3 clusters Score -8486494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -8486501.000000 Penalty: 5329.835449
	Iteration 41Q: 3 clusters Score -8486501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -8486499.000000 Penalty: 5329.835449
	Iteration 42Q: 3 clusters Score -8486499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -8486503.000000 Penalty: 5329.835449
	Iteration 43Q: 3 clusters Score -8486503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -8486510.000000 Penalty: 5329.835449
	Iteration 44Q: 3 clusters Score -8486510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -8486511.000000 Penalty: 5329.835449
	Iteration 45Q: 3 clusters Score -8486511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -8486531.000000 Penalty: 5329.835449
	Iteration 46Q: 3 clusters Score -8486531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -8486525.000000 Penalty: 5329.835449
	Iteration 47Q: 3 clusters Score -8486525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -8486516.000000 Penalty: 5329.835449
	Iteration 48Q: 3 clusters Score -8486516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -8486514.000000 Penalty: 5329.835449
	Iteration 49Q: 3 clusters Score -8486514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -8486520.000000 Penalty: 5329.835449
	Iteration 50Q: 3 clusters Score -8486520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -8486523.000000 Penalty: 5329.835449
	Iteration 51Q: 3 clusters Score -8486523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -8486525.000000 Penalty: 5329.835449
	Iteration 52Q: 3 clusters Score -8486525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -8486512.000000 Penalty: 5329.835449
	Iteration 53Q: 3 clusters Score -8486512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -8486516.000000 Penalty: 5329.835449
	Iteration 54Q: 3 clusters Score -8486516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -8486518.000000 Penalty: 5329.835449
	Iteration 55Q: 3 clusters Score -8486518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -8486523.000000 Penalty: 5329.835449
	Iteration 56Q: 3 clusters Score -8486523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8486521.000000 Penalty: 5329.835449
	Iteration 57Q: 3 clusters Score -8486521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8486521.000000 Penalty: 5329.835449
	Iteration 58F: 3 clusters Score -8486521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Entering Unmasked Estep 
Score: -7918676.500000 Penalty: 2644.187988
	Iteration 0F: 2 clusters Score -7918676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -7890115.500000 Penalty: 5288.375977
	Iteration 0F: 3 clusters Score -7890116 nChanged 19385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -7900690.000000 Penalty: 5288.375977
	Iteration 1F: 3 clusters Score -7900690 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -7901297.000000 Penalty: 5288.375977
	Iteration 2Q: 3 clusters Score -7901297 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -7902010.500000 Penalty: 5288.375977
	Iteration 3Q: 3 clusters Score -7902010 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -7902971.000000 Penalty: 5288.375977
	Iteration 4Q: 3 clusters Score -7902971 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -7904510.000000 Penalty: 5288.375977
	Iteration 5F: 3 clusters Score -7904510 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -7906798.000000 Penalty: 5288.375977
	Iteration 6F: 3 clusters Score -7906798 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -7909782.500000 Penalty: 5288.375977
	Iteration 7F: 3 clusters Score -7909782 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -7912710.000000 Penalty: 5288.375977
	Iteration 8F: 3 clusters Score -7912710 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -7914640.500000 Penalty: 5288.375977
	Iteration 9Q: 3 clusters Score -7914640 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7915628.500000 Penalty: 5288.375977
	Iteration 10Q: 3 clusters Score -7915628 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7915989.500000 Penalty: 5288.375977
	Iteration 11Q: 3 clusters Score -7915990 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -7916160.500000 Penalty: 5288.375977
	Iteration 12Q: 3 clusters Score -7916160 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7916256.500000 Penalty: 5288.375977
	Iteration 13Q: 3 clusters Score -7916256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7916288.000000 Penalty: 5288.375977
	Iteration 14Q: 3 clusters Score -7916288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -7916315.500000 Penalty: 5288.375977
	Iteration 15Q: 3 clusters Score -7916316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7916320.500000 Penalty: 5288.375977
	Iteration 16Q: 3 clusters Score -7916320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7916335.500000 Penalty: 5288.375977
	Iteration 17Q: 3 clusters Score -7916336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7916344.000000 Penalty: 5288.375977
	Iteration 18Q: 3 clusters Score -7916344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7916352.500000 Penalty: 5288.375977
	Iteration 19Q: 3 clusters Score -7916352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7916358.500000 Penalty: 5288.375977
	Iteration 20F: 3 clusters Score -7916358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7916365.500000 Penalty: 5288.375977
	Iteration 21Q: 3 clusters Score -7916366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7916371.000000 Penalty: 5288.375977
	Iteration 22Q: 3 clusters Score -7916371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7916374.500000 Penalty: 5288.375977
	Iteration 23Q: 3 clusters Score -7916374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7916374.500000 Penalty: 5288.375977
	Iteration 24F: 3 clusters Score -7916374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Entering Unmasked Estep 
Score: -8737536.000000 Penalty: 2667.352295
	Iteration 0F: 2 clusters Score -8737536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -8707884.000000 Penalty: 5334.704590
	Iteration 0F: 3 clusters Score -8707884 nChanged 21438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -8719612.000000 Penalty: 5334.704590
	Iteration 1F: 3 clusters Score -8719612 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -8720409.000000 Penalty: 5334.704590
	Iteration 2Q: 3 clusters Score -8720409 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 29394 members 
Entering Unmasked Estep 
Score: -8721477.000000 Penalty: 5334.704590
	Iteration 3F: 3 clusters Score -8721477 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -8723294.000000 Penalty: 5334.704590
	Iteration 4F: 3 clusters Score -8723294 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -8726278.000000 Penalty: 5334.704590
	Iteration 5F: 3 clusters Score -8726278 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -8729807.000000 Penalty: 5334.704590
	Iteration 6F: 3 clusters Score -8729807 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -8732842.000000 Penalty: 5334.704590
	Iteration 7F: 3 clusters Score -8732842 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -8734441.000000 Penalty: 5334.704590
	Iteration 8Q: 3 clusters Score -8734441 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -8734916.000000 Penalty: 5334.704590
	Iteration 9Q: 3 clusters Score -8734916 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -8735080.000000 Penalty: 5334.704590
	Iteration 10Q: 3 clusters Score -8735080 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -8735144.000000 Penalty: 5334.704590
	Iteration 11Q: 3 clusters Score -8735144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -8735173.000000 Penalty: 5334.704590
	Iteration 12Q: 3 clusters Score -8735173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -8735206.000000 Penalty: 5334.704590
	Iteration 13Q: 3 clusters Score -8735206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -8735228.000000 Penalty: 5334.704590
	Iteration 14Q: 3 clusters Score -8735228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -8735241.000000 Penalty: 5334.704590
	Iteration 15Q: 3 clusters Score -8735241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -8735245.000000 Penalty: 5334.704590
	Iteration 16Q: 3 clusters Score -8735245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -8735249.000000 Penalty: 5334.704590
	Iteration 17Q: 3 clusters Score -8735249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -8735246.000000 Penalty: 5334.704590
	Iteration 18Q: 3 clusters Score -8735246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -8735251.000000 Penalty: 5334.704590
	Iteration 19Q: 3 clusters Score -8735251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -8735257.000000 Penalty: 5334.704590
	Iteration 20F: 3 clusters Score -8735257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -8735269.000000 Penalty: 5334.704590
	Iteration 21Q: 3 clusters Score -8735269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -8735266.000000 Penalty: 5334.704590
	Iteration 22Q: 3 clusters Score -8735266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -8735275.000000 Penalty: 5334.704590
	Iteration 23Q: 3 clusters Score -8735275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -8735279.000000 Penalty: 5334.704590
	Iteration 24Q: 3 clusters Score -8735279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -8735297.000000 Penalty: 5334.704590
	Iteration 25Q: 3 clusters Score -8735297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -8735299.000000 Penalty: 5334.704590
	Iteration 26Q: 3 clusters Score -8735299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -8735298.000000 Penalty: 5334.704590
	Iteration 27Q: 3 clusters Score -8735298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -8735298.000000 Penalty: 5334.704590
	Iteration 28F: 3 clusters Score -8735298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (38863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Entering Unmasked Estep 
Score: -7197037.500000 Penalty: 2620.813721
	Iteration 0F: 2 clusters Score -7197038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -7170767.500000 Penalty: 5241.627441
	Iteration 0F: 3 clusters Score -7170768 nChanged 17772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -7180609.000000 Penalty: 5241.627441
	Iteration 1F: 3 clusters Score -7180609 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -7181227.000000 Penalty: 5241.627441
	Iteration 2Q: 3 clusters Score -7181227 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -7181834.500000 Penalty: 5241.627441
	Iteration 3Q: 3 clusters Score -7181834 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -7182560.500000 Penalty: 5241.627441
	Iteration 4Q: 3 clusters Score -7182560 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -7183390.000000 Penalty: 5241.627441
	Iteration 5Q: 3 clusters Score -7183390 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -7184546.500000 Penalty: 5241.627441
	Iteration 6F: 3 clusters Score -7184546 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -7186052.000000 Penalty: 5241.627441
	Iteration 7F: 3 clusters Score -7186052 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -7187824.500000 Penalty: 5241.627441
	Iteration 8F: 3 clusters Score -7187824 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -7189528.500000 Penalty: 5241.627441
	Iteration 9F: 3 clusters Score -7189528 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -7190905.500000 Penalty: 5241.627441
	Iteration 10Q: 3 clusters Score -7190906 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -7191954.000000 Penalty: 5241.627441
	Iteration 11Q: 3 clusters Score -7191954 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -7192703.500000 Penalty: 5241.627441
	Iteration 12Q: 3 clusters Score -7192704 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -7193259.000000 Penalty: 5241.627441
	Iteration 13Q: 3 clusters Score -7193259 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -7193641.500000 Penalty: 5241.627441
	Iteration 14Q: 3 clusters Score -7193642 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7193954.500000 Penalty: 5241.627441
	Iteration 15Q: 3 clusters Score -7193954 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7194196.000000 Penalty: 5241.627441
	Iteration 16Q: 3 clusters Score -7194196 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7194388.000000 Penalty: 5241.627441
	Iteration 17Q: 3 clusters Score -7194388 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7194547.000000 Penalty: 5241.627441
	Iteration 18Q: 3 clusters Score -7194547 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7194645.000000 Penalty: 5241.627441
	Iteration 19Q: 3 clusters Score -7194645 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7194748.000000 Penalty: 5241.627441
	Iteration 20F: 3 clusters Score -7194748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -7194808.000000 Penalty: 5241.627441
	Iteration 21Q: 3 clusters Score -7194808 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -7194845.000000 Penalty: 5241.627441
	Iteration 22Q: 3 clusters Score -7194845 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7194881.500000 Penalty: 5241.627441
	Iteration 23Q: 3 clusters Score -7194882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -7194915.500000 Penalty: 5241.627441
	Iteration 24Q: 3 clusters Score -7194916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -7194919.000000 Penalty: 5241.627441
	Iteration 25Q: 3 clusters Score -7194919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7194926.500000 Penalty: 5241.627441
	Iteration 26Q: 3 clusters Score -7194926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7194954.500000 Penalty: 5241.627441
	Iteration 27Q: 3 clusters Score -7194954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -7194954.500000 Penalty: 5241.627441
	Iteration 28Q: 3 clusters Score -7194954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -7194964.000000 Penalty: 5241.627441
	Iteration 29Q: 3 clusters Score -7194964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7194960.000000 Penalty: 5241.627441
	Iteration 30Q: 3 clusters Score -7194960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7194960.500000 Penalty: 5241.627441
	Iteration 31Q: 3 clusters Score -7194960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7194964.000000 Penalty: 5241.627441
	Iteration 32Q: 3 clusters Score -7194964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7194958.500000 Penalty: 5241.627441
	Iteration 33Q: 3 clusters Score -7194958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7194968.000000 Penalty: 5241.627441
	Iteration 34Q: 3 clusters Score -7194968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7194971.500000 Penalty: 5241.627441
	Iteration 35Q: 3 clusters Score -7194972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7194969.500000 Penalty: 5241.627441
	Iteration 36Q: 3 clusters Score -7194970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7194969.500000 Penalty: 5241.627441
	Iteration 37Q: 3 clusters Score -7194970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -7194972.000000 Penalty: 5241.627441
	Iteration 38Q: 3 clusters Score -7194972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7194972.500000 Penalty: 5241.627441
	Iteration 39Q: 3 clusters Score -7194972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7194968.000000 Penalty: 5241.627441
	Iteration 40F: 3 clusters Score -7194968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7194973.500000 Penalty: 5241.627441
	Iteration 41Q: 3 clusters Score -7194974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7194969.500000 Penalty: 5241.627441
	Iteration 42Q: 3 clusters Score -7194970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7194969.000000 Penalty: 5241.627441
	Iteration 43Q: 3 clusters Score -7194969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7194970.000000 Penalty: 5241.627441
	Iteration 44Q: 3 clusters Score -7194970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7194971.500000 Penalty: 5241.627441
	Iteration 45Q: 3 clusters Score -7194972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7194968.000000 Penalty: 5241.627441
	Iteration 46Q: 3 clusters Score -7194968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7194968.000000 Penalty: 5241.627441
	Iteration 47F: 3 clusters Score -7194968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -181299.031250 Penalty: 1722.850098
	Iteration 0F: 2 clusters Score -181299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -179400.906250 Penalty: 3445.700195
	Iteration 0F: 3 clusters Score -179400.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -179867.031250 Penalty: 3445.700195
	Iteration 1F: 3 clusters Score -179867 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -180141.250000 Penalty: 3445.700195
	Iteration 2F: 3 clusters Score -180141.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -180449.500000 Penalty: 3445.700195
	Iteration 3F: 3 clusters Score -180449.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -180674.046875 Penalty: 3445.700195
	Iteration 4F: 3 clusters Score -180674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -180791.546875 Penalty: 3445.700195
	Iteration 5Q: 3 clusters Score -180791.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -180902.343750 Penalty: 3445.700195
	Iteration 6Q: 3 clusters Score -180902.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -180985.734375 Penalty: 3445.700195
	Iteration 7Q: 3 clusters Score -180985.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -181050.187500 Penalty: 3445.700195
	Iteration 8Q: 3 clusters Score -181050.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -181082.203125 Penalty: 3445.700195
	Iteration 9Q: 3 clusters Score -181082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -181101.109375 Penalty: 3445.700195
	Iteration 10Q: 3 clusters Score -181101.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -181106.250000 Penalty: 3445.700195
	Iteration 11Q: 3 clusters Score -181106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -181107.375000 Penalty: 3445.700195
	Iteration 12Q: 3 clusters Score -181107.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -181110.437500 Penalty: 3445.700195
	Iteration 13F: 3 clusters Score -181110.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -181136.281250 Penalty: 3445.700195
	Iteration 14Q: 3 clusters Score -181136.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -181202.234375 Penalty: 3445.700195
	Iteration 15Q: 3 clusters Score -181202.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -181213.640625 Penalty: 3445.700195
	Iteration 16Q: 3 clusters Score -181213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -181217.656250 Penalty: 3445.700195
	Iteration 17Q: 3 clusters Score -181217.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -181224.093750 Penalty: 3445.700195
	Iteration 18Q: 3 clusters Score -181224.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -181226.859375 Penalty: 3445.700195
	Iteration 19Q: 3 clusters Score -181226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -181238.890625 Penalty: 3445.700195
	Iteration 20F: 3 clusters Score -181238.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -181245.265625 Penalty: 3445.700195
	Iteration 21Q: 3 clusters Score -181245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -181248.062500 Penalty: 3445.700195
	Iteration 22Q: 3 clusters Score -181248.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -181248.062500 Penalty: 3445.700195
	Iteration 23F: 3 clusters Score -181248.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -84460.250000 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -84460.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82965.640625 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -82965.64 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -83251.523438 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -83251.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -83349.820312 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -83349.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -83425.554688 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -83425.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -83475.109375 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -83475.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -83514.812500 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -83514.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -83549.593750 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -83549.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -83556.593750 Penalty: 3122.451904
	Iteration 7Q: 3 clusters Score -83556.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -83565.335938 Penalty: 3122.451904
	Iteration 8Q: 3 clusters Score -83565.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -83581.070312 Penalty: 3122.451904
	Iteration 9Q: 3 clusters Score -83581.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -83599.976562 Penalty: 3122.451904
	Iteration 10Q: 3 clusters Score -83599.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -83609.140625 Penalty: 3122.451904
	Iteration 11Q: 3 clusters Score -83609.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -83624.812500 Penalty: 3122.451904
	Iteration 12Q: 3 clusters Score -83624.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -83641.125000 Penalty: 3122.451904
	Iteration 13Q: 3 clusters Score -83641.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -83660.953125 Penalty: 3122.451904
	Iteration 14Q: 3 clusters Score -83660.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -83678.406250 Penalty: 3122.451904
	Iteration 15Q: 3 clusters Score -83678.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -83680.750000 Penalty: 3122.451904
	Iteration 16Q: 3 clusters Score -83680.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -83680.750000 Penalty: 3122.451904
	Iteration 17F: 3 clusters Score -83680.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Entering Unmasked Estep 
Score: -8245467.500000 Penalty: 2653.768555
	Iteration 0F: 2 clusters Score -8245468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -8216420.500000 Penalty: 5307.537109
	Iteration 0F: 3 clusters Score -8216420 nChanged 20369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -8227654.500000 Penalty: 5307.537109
	Iteration 1F: 3 clusters Score -8227654 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -8228171.500000 Penalty: 5307.537109
	Iteration 2Q: 3 clusters Score -8228172 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -8228785.500000 Penalty: 5307.537109
	Iteration 3Q: 3 clusters Score -8228786 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -8229521.000000 Penalty: 5307.537109
	Iteration 4Q: 3 clusters Score -8229521 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -8230419.500000 Penalty: 5307.537109
	Iteration 5Q: 3 clusters Score -8230420 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -8231758.500000 Penalty: 5307.537109
	Iteration 6F: 3 clusters Score -8231758 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -8233586.500000 Penalty: 5307.537109
	Iteration 7F: 3 clusters Score -8233586 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -8235828.000000 Penalty: 5307.537109
	Iteration 8F: 3 clusters Score -8235828 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -8238276.000000 Penalty: 5307.537109
	Iteration 9F: 3 clusters Score -8238276 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -8240323.500000 Penalty: 5307.537109
	Iteration 10Q: 3 clusters Score -8240324 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -8241495.000000 Penalty: 5307.537109
	Iteration 11Q: 3 clusters Score -8241495 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -8242164.000000 Penalty: 5307.537109
	Iteration 12Q: 3 clusters Score -8242164 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -8242492.000000 Penalty: 5307.537109
	Iteration 13Q: 3 clusters Score -8242492 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8242726.000000 Penalty: 5307.537109
	Iteration 14Q: 3 clusters Score -8242726 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8242899.500000 Penalty: 5307.537109
	Iteration 15Q: 3 clusters Score -8242900 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8243059.000000 Penalty: 5307.537109
	Iteration 16Q: 3 clusters Score -8243059 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -8243225.000000 Penalty: 5307.537109
	Iteration 17Q: 3 clusters Score -8243225 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8243353.500000 Penalty: 5307.537109
	Iteration 18Q: 3 clusters Score -8243354 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8243400.000000 Penalty: 5307.537109
	Iteration 19Q: 3 clusters Score -8243400 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8243467.000000 Penalty: 5307.537109
	Iteration 20F: 3 clusters Score -8243467 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8243509.000000 Penalty: 5307.537109
	Iteration 21Q: 3 clusters Score -8243509 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8243526.500000 Penalty: 5307.537109
	Iteration 22Q: 3 clusters Score -8243526 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8243555.000000 Penalty: 5307.537109
	Iteration 23Q: 3 clusters Score -8243555 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -8243556.500000 Penalty: 5307.537109
	Iteration 24Q: 3 clusters Score -8243556 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8243573.500000 Penalty: 5307.537109
	Iteration 25Q: 3 clusters Score -8243574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8243558.500000 Penalty: 5307.537109
	Iteration 26Q: 3 clusters Score -8243558 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8243553.500000 Penalty: 5307.537109
	Iteration 27Q: 3 clusters Score -8243554 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8243576.000000 Penalty: 5307.537109
	Iteration 28Q: 3 clusters Score -8243576 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8243572.000000 Penalty: 5307.537109
	Iteration 29Q: 3 clusters Score -8243572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8243584.500000 Penalty: 5307.537109
	Iteration 30Q: 3 clusters Score -8243584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8243582.500000 Penalty: 5307.537109
	Iteration 31Q: 3 clusters Score -8243582 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8243571.500000 Penalty: 5307.537109
	Iteration 32Q: 3 clusters Score -8243572 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8243549.500000 Penalty: 5307.537109
	Iteration 33Q: 3 clusters Score -8243550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8243557.500000 Penalty: 5307.537109
	Iteration 34Q: 3 clusters Score -8243558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8243563.000000 Penalty: 5307.537109
	Iteration 35Q: 3 clusters Score -8243563 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8243567.000000 Penalty: 5307.537109
	Iteration 36Q: 3 clusters Score -8243567 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8243561.000000 Penalty: 5307.537109
	Iteration 37Q: 3 clusters Score -8243561 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8243563.000000 Penalty: 5307.537109
	Iteration 38Q: 3 clusters Score -8243563 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8243568.500000 Penalty: 5307.537109
	Iteration 39Q: 3 clusters Score -8243568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8243552.500000 Penalty: 5307.537109
	Iteration 40F: 3 clusters Score -8243552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8243556.000000 Penalty: 5307.537109
	Iteration 41Q: 3 clusters Score -8243556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8243560.500000 Penalty: 5307.537109
	Iteration 42Q: 3 clusters Score -8243560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8243563.500000 Penalty: 5307.537109
	Iteration 43Q: 3 clusters Score -8243564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8243573.000000 Penalty: 5307.537109
	Iteration 44Q: 3 clusters Score -8243573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8243577.500000 Penalty: 5307.537109
	Iteration 45Q: 3 clusters Score -8243578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8243584.500000 Penalty: 5307.537109
	Iteration 46Q: 3 clusters Score -8243584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8243587.500000 Penalty: 5307.537109
	Iteration 47Q: 3 clusters Score -8243588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8243579.000000 Penalty: 5307.537109
	Iteration 48Q: 3 clusters Score -8243579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8243587.000000 Penalty: 5307.537109
	Iteration 49Q: 3 clusters Score -8243587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8243588.000000 Penalty: 5307.537109
	Iteration 50Q: 3 clusters Score -8243588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8243587.000000 Penalty: 5307.537109
	Iteration 51Q: 3 clusters Score -8243587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8243586.500000 Penalty: 5307.537109
	Iteration 52Q: 3 clusters Score -8243586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8243580.500000 Penalty: 5307.537109
	Iteration 53Q: 3 clusters Score -8243580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8243582.500000 Penalty: 5307.537109
	Iteration 54Q: 3 clusters Score -8243582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8243584.500000 Penalty: 5307.537109
	Iteration 55Q: 3 clusters Score -8243584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8243587.500000 Penalty: 5307.537109
	Iteration 56Q: 3 clusters Score -8243588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8243591.000000 Penalty: 5307.537109
	Iteration 57Q: 3 clusters Score -8243591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8243585.500000 Penalty: 5307.537109
	Iteration 58Q: 3 clusters Score -8243586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8243589.500000 Penalty: 5307.537109
	Iteration 59Q: 3 clusters Score -8243590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8243595.000000 Penalty: 5307.537109
	Iteration 60F: 3 clusters Score -8243595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8243599.000000 Penalty: 5307.537109
	Iteration 61Q: 3 clusters Score -8243599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8243587.500000 Penalty: 5307.537109
	Iteration 62Q: 3 clusters Score -8243588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8243586.000000 Penalty: 5307.537109
	Iteration 63Q: 3 clusters Score -8243586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8243590.000000 Penalty: 5307.537109
	Iteration 64Q: 3 clusters Score -8243590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8243590.000000 Penalty: 5307.537109
	Iteration 65F: 3 clusters Score -8243590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Entering Unmasked Estep 
Score: -7884301.000000 Penalty: 2644.048340
	Iteration 0F: 2 clusters Score -7884301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -7855698.000000 Penalty: 5288.096680
	Iteration 0F: 3 clusters Score -7855698 nChanged 19689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -7866591.500000 Penalty: 5288.096680
	Iteration 1F: 3 clusters Score -7866592 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -7867214.500000 Penalty: 5288.096680
	Iteration 2Q: 3 clusters Score -7867214 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -7868006.500000 Penalty: 5288.096680
	Iteration 3Q: 3 clusters Score -7868006 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -7868967.500000 Penalty: 5288.096680
	Iteration 4Q: 3 clusters Score -7868968 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -7870132.000000 Penalty: 5288.096680
	Iteration 5Q: 3 clusters Score -7870132 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -7871445.500000 Penalty: 5288.096680
	Iteration 6F: 3 clusters Score -7871446 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -7873118.500000 Penalty: 5288.096680
	Iteration 7F: 3 clusters Score -7873118 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -7875215.500000 Penalty: 5288.096680
	Iteration 8F: 3 clusters Score -7875216 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -7877215.000000 Penalty: 5288.096680
	Iteration 9F: 3 clusters Score -7877215 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -7878564.500000 Penalty: 5288.096680
	Iteration 10F: 3 clusters Score -7878564 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -7879196.500000 Penalty: 5288.096680
	Iteration 11Q: 3 clusters Score -7879196 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -7879567.500000 Penalty: 5288.096680
	Iteration 12Q: 3 clusters Score -7879568 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -7879882.500000 Penalty: 5288.096680
	Iteration 13Q: 3 clusters Score -7879882 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -7880211.000000 Penalty: 5288.096680
	Iteration 14Q: 3 clusters Score -7880211 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -7880458.000000 Penalty: 5288.096680
	Iteration 15Q: 3 clusters Score -7880458 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -7880611.000000 Penalty: 5288.096680
	Iteration 16Q: 3 clusters Score -7880611 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -7880727.000000 Penalty: 5288.096680
	Iteration 17Q: 3 clusters Score -7880727 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -7880819.000000 Penalty: 5288.096680
	Iteration 18Q: 3 clusters Score -7880819 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -7880895.000000 Penalty: 5288.096680
	Iteration 19Q: 3 clusters Score -7880895 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 28895 members 
Entering Unmasked Estep 
Score: -7880933.000000 Penalty: 5288.096680
	Iteration 20F: 3 clusters Score -7880933 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -7880980.000000 Penalty: 5288.096680
	Iteration 21Q: 3 clusters Score -7880980 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -7881011.000000 Penalty: 5288.096680
	Iteration 22Q: 3 clusters Score -7881011 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -7881056.500000 Penalty: 5288.096680
	Iteration 23Q: 3 clusters Score -7881056 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -7881118.500000 Penalty: 5288.096680
	Iteration 24Q: 3 clusters Score -7881118 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -7881133.500000 Penalty: 5288.096680
	Iteration 25Q: 3 clusters Score -7881134 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -7881188.500000 Penalty: 5288.096680
	Iteration 26Q: 3 clusters Score -7881188 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -7881223.500000 Penalty: 5288.096680
	Iteration 27Q: 3 clusters Score -7881224 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -7881245.500000 Penalty: 5288.096680
	Iteration 28Q: 3 clusters Score -7881246 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -7881245.000000 Penalty: 5288.096680
	Iteration 29Q: 3 clusters Score -7881245 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -7881254.000000 Penalty: 5288.096680
	Iteration 30Q: 3 clusters Score -7881254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -7881267.500000 Penalty: 5288.096680
	Iteration 31Q: 3 clusters Score -7881268 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -7881300.000000 Penalty: 5288.096680
	Iteration 32Q: 3 clusters Score -7881300 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -7881315.500000 Penalty: 5288.096680
	Iteration 33Q: 3 clusters Score -7881316 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -7881343.000000 Penalty: 5288.096680
	Iteration 34Q: 3 clusters Score -7881343 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -7881364.000000 Penalty: 5288.096680
	Iteration 35Q: 3 clusters Score -7881364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -7881361.500000 Penalty: 5288.096680
	Iteration 36Q: 3 clusters Score -7881362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -7881380.000000 Penalty: 5288.096680
	Iteration 37Q: 3 clusters Score -7881380 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -7881387.500000 Penalty: 5288.096680
	Iteration 38Q: 3 clusters Score -7881388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -7881405.000000 Penalty: 5288.096680
	Iteration 39Q: 3 clusters Score -7881405 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -7881432.000000 Penalty: 5288.096680
	Iteration 40F: 3 clusters Score -7881432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -7881434.500000 Penalty: 5288.096680
	Iteration 41Q: 3 clusters Score -7881434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -7881448.500000 Penalty: 5288.096680
	Iteration 42Q: 3 clusters Score -7881448 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -7881437.000000 Penalty: 5288.096680
	Iteration 43Q: 3 clusters Score -7881437 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -7881441.000000 Penalty: 5288.096680
	Iteration 44Q: 3 clusters Score -7881441 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -7881458.500000 Penalty: 5288.096680
	Iteration 45Q: 3 clusters Score -7881458 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 31558 members 
Entering Unmasked Estep 
Score: -7881468.500000 Penalty: 5288.096680
	Iteration 46Q: 3 clusters Score -7881468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -7881483.000000 Penalty: 5288.096680
	Iteration 47Q: 3 clusters Score -7881483 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -7881505.000000 Penalty: 5288.096680
	Iteration 48Q: 3 clusters Score -7881505 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -7881528.000000 Penalty: 5288.096680
	Iteration 49Q: 3 clusters Score -7881528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -7881535.500000 Penalty: 5288.096680
	Iteration 50Q: 3 clusters Score -7881536 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -7881541.000000 Penalty: 5288.096680
	Iteration 51Q: 3 clusters Score -7881541 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -7881557.000000 Penalty: 5288.096680
	Iteration 52Q: 3 clusters Score -7881557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -7881566.500000 Penalty: 5288.096680
	Iteration 53Q: 3 clusters Score -7881566 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -7881605.500000 Penalty: 5288.096680
	Iteration 54Q: 3 clusters Score -7881606 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -7881634.500000 Penalty: 5288.096680
	Iteration 55Q: 3 clusters Score -7881634 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -7881640.000000 Penalty: 5288.096680
	Iteration 56Q: 3 clusters Score -7881640 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -7881652.000000 Penalty: 5288.096680
	Iteration 57Q: 3 clusters Score -7881652 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -7881648.000000 Penalty: 5288.096680
	Iteration 58Q: 3 clusters Score -7881648 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -7881652.500000 Penalty: 5288.096680
	Iteration 59Q: 3 clusters Score -7881652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -7881677.000000 Penalty: 5288.096680
	Iteration 60F: 3 clusters Score -7881677 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -7881697.500000 Penalty: 5288.096680
	Iteration 61Q: 3 clusters Score -7881698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -7881718.500000 Penalty: 5288.096680
	Iteration 62Q: 3 clusters Score -7881718 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -7881722.000000 Penalty: 5288.096680
	Iteration 63Q: 3 clusters Score -7881722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -7881729.000000 Penalty: 5288.096680
	Iteration 64Q: 3 clusters Score -7881729 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -7881744.000000 Penalty: 5288.096680
	Iteration 65Q: 3 clusters Score -7881744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -7881747.000000 Penalty: 5288.096680
	Iteration 66Q: 3 clusters Score -7881747 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -7881766.500000 Penalty: 5288.096680
	Iteration 67Q: 3 clusters Score -7881766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -7881777.500000 Penalty: 5288.096680
	Iteration 68Q: 3 clusters Score -7881778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -7881806.000000 Penalty: 5288.096680
	Iteration 69Q: 3 clusters Score -7881806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -7881810.000000 Penalty: 5288.096680
	Iteration 70Q: 3 clusters Score -7881810 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -7881825.500000 Penalty: 5288.096680
	Iteration 71Q: 3 clusters Score -7881826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -7881831.000000 Penalty: 5288.096680
	Iteration 72Q: 3 clusters Score -7881831 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -7881848.500000 Penalty: 5288.096680
	Iteration 73Q: 3 clusters Score -7881848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -7881867.500000 Penalty: 5288.096680
	Iteration 74Q: 3 clusters Score -7881868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -7881860.500000 Penalty: 5288.096680
	Iteration 75Q: 3 clusters Score -7881860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -7881892.000000 Penalty: 5288.096680
	Iteration 76Q: 3 clusters Score -7881892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -7881887.000000 Penalty: 5288.096680
	Iteration 77Q: 3 clusters Score -7881887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -7881882.500000 Penalty: 5288.096680
	Iteration 78Q: 3 clusters Score -7881882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -7881891.000000 Penalty: 5288.096680
	Iteration 79Q: 3 clusters Score -7881891 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -7881894.500000 Penalty: 5288.096680
	Iteration 80F: 3 clusters Score -7881894 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -7881902.000000 Penalty: 5288.096680
	Iteration 81Q: 3 clusters Score -7881902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -7881926.000000 Penalty: 5288.096680
	Iteration 82Q: 3 clusters Score -7881926 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -7881949.500000 Penalty: 5288.096680
	Iteration 83Q: 3 clusters Score -7881950 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -7881966.500000 Penalty: 5288.096680
	Iteration 84Q: 3 clusters Score -7881966 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -7881982.500000 Penalty: 5288.096680
	Iteration 85Q: 3 clusters Score -7881982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -7881993.500000 Penalty: 5288.096680
	Iteration 86Q: 3 clusters Score -7881994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -7882002.500000 Penalty: 5288.096680
	Iteration 87Q: 3 clusters Score -7882002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -7882002.000000 Penalty: 5288.096680
	Iteration 88Q: 3 clusters Score -7882002 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 34462 members 
Entering Unmasked Estep 
Score: -7882020.000000 Penalty: 5288.096680
	Iteration 89Q: 3 clusters Score -7882020 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -7882016.000000 Penalty: 5288.096680
	Iteration 90Q: 3 clusters Score -7882016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -7882034.000000 Penalty: 5288.096680
	Iteration 91Q: 3 clusters Score -7882034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -7882066.000000 Penalty: 5288.096680
	Iteration 92Q: 3 clusters Score -7882066 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -7882082.500000 Penalty: 5288.096680
	Iteration 93Q: 3 clusters Score -7882082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -7882094.500000 Penalty: 5288.096680
	Iteration 94Q: 3 clusters Score -7882094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -7882102.500000 Penalty: 5288.096680
	Iteration 95Q: 3 clusters Score -7882102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -7882128.000000 Penalty: 5288.096680
	Iteration 96Q: 3 clusters Score -7882128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -7882131.000000 Penalty: 5288.096680
	Iteration 97Q: 3 clusters Score -7882131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -7882132.500000 Penalty: 5288.096680
	Iteration 98Q: 3 clusters Score -7882132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -7882154.500000 Penalty: 5288.096680
	Iteration 99Q: 3 clusters Score -7882154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -7882165.000000 Penalty: 5288.096680
	Iteration 100F: 3 clusters Score -7882165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -7882167.000000 Penalty: 5288.096680
	Iteration 101Q: 3 clusters Score -7882167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -7882160.500000 Penalty: 5288.096680
	Iteration 102Q: 3 clusters Score -7882160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -7882155.500000 Penalty: 5288.096680
	Iteration 103Q: 3 clusters Score -7882156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -7882163.500000 Penalty: 5288.096680
	Iteration 104Q: 3 clusters Score -7882164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -7882158.500000 Penalty: 5288.096680
	Iteration 105Q: 3 clusters Score -7882158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -7882164.000000 Penalty: 5288.096680
	Iteration 106Q: 3 clusters Score -7882164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -7882157.000000 Penalty: 5288.096680
	Iteration 107Q: 3 clusters Score -7882157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -7882161.500000 Penalty: 5288.096680
	Iteration 108Q: 3 clusters Score -7882162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -7882166.500000 Penalty: 5288.096680
	Iteration 109Q: 3 clusters Score -7882166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -7882168.500000 Penalty: 5288.096680
	Iteration 110Q: 3 clusters Score -7882168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -7882163.500000 Penalty: 5288.096680
	Iteration 111Q: 3 clusters Score -7882164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -7882170.000000 Penalty: 5288.096680
	Iteration 112Q: 3 clusters Score -7882170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -7882174.500000 Penalty: 5288.096680
	Iteration 113Q: 3 clusters Score -7882174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 35174 members 
Entering Unmasked Estep 
Score: -7882172.500000 Penalty: 5288.096680
	Iteration 114Q: 3 clusters Score -7882172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -7882172.500000 Penalty: 5288.096680
	Iteration 115Q: 3 clusters Score -7882172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -7882168.500000 Penalty: 5288.096680
	Iteration 116Q: 3 clusters Score -7882168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -7882186.500000 Penalty: 5288.096680
	Iteration 117Q: 3 clusters Score -7882186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -7882188.500000 Penalty: 5288.096680
	Iteration 118Q: 3 clusters Score -7882188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -7882189.000000 Penalty: 5288.096680
	Iteration 119Q: 3 clusters Score -7882189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -7882182.500000 Penalty: 5288.096680
	Iteration 120F: 3 clusters Score -7882182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -7882185.500000 Penalty: 5288.096680
	Iteration 121Q: 3 clusters Score -7882186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -7882193.000000 Penalty: 5288.096680
	Iteration 122Q: 3 clusters Score -7882193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -7882189.000000 Penalty: 5288.096680
	Iteration 123Q: 3 clusters Score -7882189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -7882191.000000 Penalty: 5288.096680
	Iteration 124Q: 3 clusters Score -7882191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -7882194.500000 Penalty: 5288.096680
	Iteration 125Q: 3 clusters Score -7882194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -7882191.000000 Penalty: 5288.096680
	Iteration 126Q: 3 clusters Score -7882191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -7882193.500000 Penalty: 5288.096680
	Iteration 127Q: 3 clusters Score -7882194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -7882195.500000 Penalty: 5288.096680
	Iteration 128Q: 3 clusters Score -7882196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -7882195.500000 Penalty: 5288.096680
	Iteration 129F: 3 clusters Score -7882196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -19387.011719 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -19387.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18385.599609 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -18385.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -18551.390625 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -18551.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18632.445312 Penalty: 2724.558594
	Iteration 2F: 3 clusters Score -18632.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -18730.525391 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -18730.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18737.380859 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -18737.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -18737.380859 Penalty: 2724.558594
	Iteration 5F: 3 clusters Score -18737.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -118591.078125 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -118591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116842.265625 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -116842.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117502.046875 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -117502 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117964.109375 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -117964.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -118276.125000 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -118276.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118457.304688 Penalty: 3369.559082
	Iteration 4F: 3 clusters Score -118457.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -118557.179688 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -118557.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118638.046875 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -118638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -118700.000000 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -118700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118760.890625 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -118760.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118812.929688 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -118812.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118855.335938 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -118855.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -118900.773438 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -118900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -118928.398438 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -118928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -118932.609375 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -118932.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118935.242188 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -118935.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -118935.242188 Penalty: 3369.559082
	Iteration 15F: 3 clusters Score -118935.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 41528 members 
Mstep: Class 3 contains 42594 members 
Mstep: Class 4 contains 46427 members 
Mstep: Class 5 contains 42704 members 
Mstep: Class 6 contains 46885 members 
Mstep: Class 7 contains 38863 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44386 members 
Mstep: Class 11 contains 42680 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 421 members 
Mstep: Class 14 contains 42271 members 
Mstep: Class 15 contains 41503 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 17 contains 44213 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40992 members 
Mstep: Class 21 contains 31164 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 53105 members 
Mstep: Class 24 contains 42241 members 
Mstep: Class 25 contains 471 members 
Entering Unmasked Estep 
Score: -126926184.000000 Penalty: 83433.343750
Splitting cluster 13 changes total score from -126927968.000000 to -126926184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (42271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Entering Unmasked Estep 
Score: -7819688.000000 Penalty: 2641.660400
	Iteration 0F: 2 clusters Score -7819688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -7791430.000000 Penalty: 5283.320801
	Iteration 0F: 3 clusters Score -7791430 nChanged 19353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -7802027.500000 Penalty: 5283.320801
	Iteration 1F: 3 clusters Score -7802028 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -7802764.000000 Penalty: 5283.320801
	Iteration 2Q: 3 clusters Score -7802764 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -7803674.500000 Penalty: 5283.320801
	Iteration 3Q: 3 clusters Score -7803674 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -7804763.000000 Penalty: 5283.320801
	Iteration 4Q: 3 clusters Score -7804763 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -7806083.000000 Penalty: 5283.320801
	Iteration 5F: 3 clusters Score -7806083 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -7807553.500000 Penalty: 5283.320801
	Iteration 6F: 3 clusters Score -7807554 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -7809104.000000 Penalty: 5283.320801
	Iteration 7F: 3 clusters Score -7809104 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -7810721.000000 Penalty: 5283.320801
	Iteration 8F: 3 clusters Score -7810721 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -7812363.000000 Penalty: 5283.320801
	Iteration 9F: 3 clusters Score -7812363 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -7813528.000000 Penalty: 5283.320801
	Iteration 10F: 3 clusters Score -7813528 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -7814220.000000 Penalty: 5283.320801
	Iteration 11Q: 3 clusters Score -7814220 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -7814598.500000 Penalty: 5283.320801
	Iteration 12Q: 3 clusters Score -7814598 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -7814861.500000 Penalty: 5283.320801
	Iteration 13Q: 3 clusters Score -7814862 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -7815085.000000 Penalty: 5283.320801
	Iteration 14Q: 3 clusters Score -7815085 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -7815296.500000 Penalty: 5283.320801
	Iteration 15Q: 3 clusters Score -7815296 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -7815480.000000 Penalty: 5283.320801
	Iteration 16Q: 3 clusters Score -7815480 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -7815633.500000 Penalty: 5283.320801
	Iteration 17Q: 3 clusters Score -7815634 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7815806 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7815926 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7815965 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7816098 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7816192 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7816300 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7816398 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7816480 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7816571 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7816657 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7816720 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7816787 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7816855 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7816896 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7816972 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7817046 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7817096 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7817152 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -7817189.500000 Penalty: 5283.320801
	Iteration 36Q: 3 clusters Score -7817190 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7817243 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7817286 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7817304 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7817338 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7817390 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7817436 nChanged 234
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Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7817474 nChanged 226
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Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7817501 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7817538 nChanged 236
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Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7817601 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7817614 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7817662 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7817681 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7817726 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7817754 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7817798 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7817846 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7817852 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7817890 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7817913 nChanged 147
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Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7817912 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7817948 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7817990 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -7818027.500000 Penalty: 5283.320801
	Iteration 60F: 3 clusters Score -7818028 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7818066 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -7818067.000000 Penalty: 5283.320801
	Iteration 62Q: 3 clusters Score -7818067 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7818072 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7818100 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7818112 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -7818143.000000 Penalty: 5283.320801
	Iteration 66Q: 3 clusters Score -7818143 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7818150 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -7818141.500000 Penalty: 5283.320801
	Iteration 68Q: 3 clusters Score -7818142 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -7818154.500000 Penalty: 5283.320801
	Iteration 69Q: 3 clusters Score -7818154 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -7818167.000000 Penalty: 5283.320801
	Iteration 70Q: 3 clusters Score -7818167 nChanged 105
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Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7818192 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -7818212.000000 Penalty: 5283.320801
	Iteration 72Q: 3 clusters Score -7818212 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -7818202.000000 Penalty: 5283.320801
	Iteration 73Q: 3 clusters Score -7818202 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -7818209.000000 Penalty: 5283.320801
	Iteration 74Q: 3 clusters Score -7818209 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -7818234.000000 Penalty: 5283.320801
	Iteration 75Q: 3 clusters Score -7818234 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7818248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -7818263.500000 Penalty: 5283.320801
	Iteration 77Q: 3 clusters Score -7818264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -7818282.000000 Penalty: 5283.320801
	Iteration 78Q: 3 clusters Score -7818282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7818296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7818296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7818295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7818298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7818300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -7818289.500000 Penalty: 5283.320801
	Iteration 84Q: 3 clusters Score -7818290 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7818288 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7818295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7818286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7818286 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7818298 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7818300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
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Entering Unmasked Estep 
Score: -7818304.500000 Penalty: 5283.320801
	Iteration 91Q: 3 clusters Score -7818304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -7818308.500000 Penalty: 5283.320801
	Iteration 92Q: 3 clusters Score -7818308 nChanged 20
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Mstep: Class 1 contains 2839 members 
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Entering Unmasked Estep 
Score: -7818309.000000 Penalty: 5283.320801
	Iteration 93Q: 3 clusters Score -7818309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -7818312.500000 Penalty: 5283.320801
	Iteration 94Q: 3 clusters Score -7818312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -7818324.500000 Penalty: 5283.320801
	Iteration 95Q: 3 clusters Score -7818324 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -7818331.000000 Penalty: 5283.320801
	Iteration 96Q: 3 clusters Score -7818331 nChanged 20
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Mstep: Class 1 contains 2751 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7818334 nChanged 25
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Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -7818337.000000 Penalty: 5283.320801
	Iteration 98Q: 3 clusters Score -7818337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7818324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -7818323.000000 Penalty: 5283.320801
	Iteration 100F: 3 clusters Score -7818323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -7818321.500000 Penalty: 5283.320801
	Iteration 101Q: 3 clusters Score -7818322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7818324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -7818327.500000 Penalty: 5283.320801
	Iteration 103Q: 3 clusters Score -7818328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -7818326.000000 Penalty: 5283.320801
	Iteration 104Q: 3 clusters Score -7818326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -7818332.000000 Penalty: 5283.320801
	Iteration 105Q: 3 clusters Score -7818332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -7818341.000000 Penalty: 5283.320801
	Iteration 106Q: 3 clusters Score -7818341 nChanged 9
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Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -7818342.000000 Penalty: 5283.320801
	Iteration 107Q: 3 clusters Score -7818342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -7818333.000000 Penalty: 5283.320801
	Iteration 108Q: 3 clusters Score -7818333 nChanged 5
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Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7818326 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -7818329.000000 Penalty: 5283.320801
	Iteration 110Q: 3 clusters Score -7818329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -7818334.000000 Penalty: 5283.320801
	Iteration 111Q: 3 clusters Score -7818334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -7818329.000000 Penalty: 5283.320801
	Iteration 112Q: 3 clusters Score -7818329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -7818333.500000 Penalty: 5283.320801
	Iteration 113Q: 3 clusters Score -7818334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -7818324.000000 Penalty: 5283.320801
	Iteration 114Q: 3 clusters Score -7818324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -7818331.000000 Penalty: 5283.320801
	Iteration 115Q: 3 clusters Score -7818331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -7818329.500000 Penalty: 5283.320801
	Iteration 116Q: 3 clusters Score -7818330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -7818324.000000 Penalty: 5283.320801
	Iteration 117Q: 3 clusters Score -7818324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -7818334.000000 Penalty: 5283.320801
	Iteration 118Q: 3 clusters Score -7818334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -7818337.000000 Penalty: 5283.320801
	Iteration 119Q: 3 clusters Score -7818337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -7818332.500000 Penalty: 5283.320801
	Iteration 120F: 3 clusters Score -7818332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -7818341.000000 Penalty: 5283.320801
	Iteration 121Q: 3 clusters Score -7818341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -7818344.500000 Penalty: 5283.320801
	Iteration 122Q: 3 clusters Score -7818344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -7818332.000000 Penalty: 5283.320801
	Iteration 123Q: 3 clusters Score -7818332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -7818340.000000 Penalty: 5283.320801
	Iteration 124Q: 3 clusters Score -7818340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -7818352.000000 Penalty: 5283.320801
	Iteration 125Q: 3 clusters Score -7818352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -7818347.500000 Penalty: 5283.320801
	Iteration 126Q: 3 clusters Score -7818348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -7818355.000000 Penalty: 5283.320801
	Iteration 127Q: 3 clusters Score -7818355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -7818348.500000 Penalty: 5283.320801
	Iteration 128Q: 3 clusters Score -7818348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -7818348.500000 Penalty: 5283.320801
	Iteration 129Q: 3 clusters Score -7818348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -7818344.500000 Penalty: 5283.320801
	Iteration 130Q: 3 clusters Score -7818344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -7818342.000000 Penalty: 5283.320801
	Iteration 131Q: 3 clusters Score -7818342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -7818343.500000 Penalty: 5283.320801
	Iteration 132Q: 3 clusters Score -7818344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -7818345.000000 Penalty: 5283.320801
	Iteration 133Q: 3 clusters Score -7818345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -7818357.500000 Penalty: 5283.320801
	Iteration 134Q: 3 clusters Score -7818358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -7818348.000000 Penalty: 5283.320801
	Iteration 135Q: 3 clusters Score -7818348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -7818343.000000 Penalty: 5283.320801
	Iteration 136Q: 3 clusters Score -7818343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -7818349.000000 Penalty: 5283.320801
	Iteration 137Q: 3 clusters Score -7818349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -7818354.000000 Penalty: 5283.320801
	Iteration 138Q: 3 clusters Score -7818354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -7818357.500000 Penalty: 5283.320801
	Iteration 139Q: 3 clusters Score -7818358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -7818352.000000 Penalty: 5283.320801
	Iteration 140F: 3 clusters Score -7818352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -7818345.000000 Penalty: 5283.320801
	Iteration 141Q: 3 clusters Score -7818345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -7818346.000000 Penalty: 5283.320801
	Iteration 142Q: 3 clusters Score -7818346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -7818354.000000 Penalty: 5283.320801
	Iteration 143Q: 3 clusters Score -7818354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -7818355.500000 Penalty: 5283.320801
	Iteration 144Q: 3 clusters Score -7818356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -7818354.000000 Penalty: 5283.320801
	Iteration 145Q: 3 clusters Score -7818354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -7818355.500000 Penalty: 5283.320801
	Iteration 146Q: 3 clusters Score -7818356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -7818355.500000 Penalty: 5283.320801
	Iteration 147F: 3 clusters Score -7818356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Entering Unmasked Estep 
Score: -7717288.500000 Penalty: 2637.113281
	Iteration 0F: 2 clusters Score -7717288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -7689454.000000 Penalty: 5274.226562
	Iteration 0F: 3 clusters Score -7689454 nChanged 19098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -7700125.000000 Penalty: 5274.226562
	Iteration 1F: 3 clusters Score -7700125 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -7700906.000000 Penalty: 5274.226562
	Iteration 2F: 3 clusters Score -7700906 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -7701889.500000 Penalty: 5274.226562
	Iteration 3F: 3 clusters Score -7701890 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -7703249.500000 Penalty: 5274.226562
	Iteration 4F: 3 clusters Score -7703250 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -7705195.000000 Penalty: 5274.226562
	Iteration 5F: 3 clusters Score -7705195 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -7707696.000000 Penalty: 5274.226562
	Iteration 6F: 3 clusters Score -7707696 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -7710269.500000 Penalty: 5274.226562
	Iteration 7F: 3 clusters Score -7710270 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -7712343.500000 Penalty: 5274.226562
	Iteration 8F: 3 clusters Score -7712344 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -7713636.500000 Penalty: 5274.226562
	Iteration 9Q: 3 clusters Score -7713636 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -7714354.000000 Penalty: 5274.226562
	Iteration 10Q: 3 clusters Score -7714354 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -7714749.500000 Penalty: 5274.226562
	Iteration 11Q: 3 clusters Score -7714750 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -7714975.500000 Penalty: 5274.226562
	Iteration 12Q: 3 clusters Score -7714976 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -7715051.000000 Penalty: 5274.226562
	Iteration 13Q: 3 clusters Score -7715051 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -7715117.500000 Penalty: 5274.226562
	Iteration 14Q: 3 clusters Score -7715118 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -7715164.000000 Penalty: 5274.226562
	Iteration 15Q: 3 clusters Score -7715164 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -7715176.000000 Penalty: 5274.226562
	Iteration 16Q: 3 clusters Score -7715176 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -7715198.500000 Penalty: 5274.226562
	Iteration 17Q: 3 clusters Score -7715198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -7715220.000000 Penalty: 5274.226562
	Iteration 18Q: 3 clusters Score -7715220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -7715240.500000 Penalty: 5274.226562
	Iteration 19Q: 3 clusters Score -7715240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -7715232.500000 Penalty: 5274.226562
	Iteration 20F: 3 clusters Score -7715232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -7715252.500000 Penalty: 5274.226562
	Iteration 21Q: 3 clusters Score -7715252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -7715247.500000 Penalty: 5274.226562
	Iteration 22Q: 3 clusters Score -7715248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -7715254.500000 Penalty: 5274.226562
	Iteration 23Q: 3 clusters Score -7715254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -7715261.500000 Penalty: 5274.226562
	Iteration 24Q: 3 clusters Score -7715262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -7715254.000000 Penalty: 5274.226562
	Iteration 25Q: 3 clusters Score -7715254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -7715270.000000 Penalty: 5274.226562
	Iteration 26Q: 3 clusters Score -7715270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -7715273.000000 Penalty: 5274.226562
	Iteration 27Q: 3 clusters Score -7715273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -7715286.500000 Penalty: 5274.226562
	Iteration 28Q: 3 clusters Score -7715286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -7715287.000000 Penalty: 5274.226562
	Iteration 29Q: 3 clusters Score -7715287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -7715287.500000 Penalty: 5274.226562
	Iteration 30Q: 3 clusters Score -7715288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -7715296.500000 Penalty: 5274.226562
	Iteration 31Q: 3 clusters Score -7715296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -7715292.000000 Penalty: 5274.226562
	Iteration 32Q: 3 clusters Score -7715292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -7715282.500000 Penalty: 5274.226562
	Iteration 33Q: 3 clusters Score -7715282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -7715281.000000 Penalty: 5274.226562
	Iteration 34Q: 3 clusters Score -7715281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -7715292.000000 Penalty: 5274.226562
	Iteration 35Q: 3 clusters Score -7715292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -7715290.000000 Penalty: 5274.226562
	Iteration 36Q: 3 clusters Score -7715290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -7715290.500000 Penalty: 5274.226562
	Iteration 37Q: 3 clusters Score -7715290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -7715297.000000 Penalty: 5274.226562
	Iteration 38Q: 3 clusters Score -7715297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -7715308.000000 Penalty: 5274.226562
	Iteration 39Q: 3 clusters Score -7715308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -7715308.500000 Penalty: 5274.226562
	Iteration 40F: 3 clusters Score -7715308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -7715307.500000 Penalty: 5274.226562
	Iteration 41Q: 3 clusters Score -7715308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -7715314.500000 Penalty: 5274.226562
	Iteration 42Q: 3 clusters Score -7715314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -7715312.500000 Penalty: 5274.226562
	Iteration 43Q: 3 clusters Score -7715312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -7715309.500000 Penalty: 5274.226562
	Iteration 44Q: 3 clusters Score -7715310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -7715313.000000 Penalty: 5274.226562
	Iteration 45Q: 3 clusters Score -7715313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -7715317.500000 Penalty: 5274.226562
	Iteration 46Q: 3 clusters Score -7715318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -7715317.500000 Penalty: 5274.226562
	Iteration 47F: 3 clusters Score -7715318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -589539.187500 Penalty: 2002.898682
	Iteration 0F: 2 clusters Score -589539.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -586132.812500 Penalty: 4005.797363
	Iteration 0F: 3 clusters Score -586132.8 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -586841.625000 Penalty: 4005.797363
	Iteration 1F: 3 clusters Score -586841.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -586988.437500 Penalty: 4005.797363
	Iteration 2F: 3 clusters Score -586988.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -587063.187500 Penalty: 4005.797363
	Iteration 3Q: 3 clusters Score -587063.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -587107.062500 Penalty: 4005.797363
	Iteration 4Q: 3 clusters Score -587107.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -587144.187500 Penalty: 4005.797363
	Iteration 5Q: 3 clusters Score -587144.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -587164.875000 Penalty: 4005.797363
	Iteration 6Q: 3 clusters Score -587164.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -587184.687500 Penalty: 4005.797363
	Iteration 7Q: 3 clusters Score -587184.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -587200.812500 Penalty: 4005.797363
	Iteration 8Q: 3 clusters Score -587200.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -587214.312500 Penalty: 4005.797363
	Iteration 9Q: 3 clusters Score -587214.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -587226.562500 Penalty: 4005.797363
	Iteration 10Q: 3 clusters Score -587226.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -587237.750000 Penalty: 4005.797363
	Iteration 11Q: 3 clusters Score -587237.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -587249.062500 Penalty: 4005.797363
	Iteration 12Q: 3 clusters Score -587249.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -587257.187500 Penalty: 4005.797363
	Iteration 13Q: 3 clusters Score -587257.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -587263.625000 Penalty: 4005.797363
	Iteration 14Q: 3 clusters Score -587263.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -587266.812500 Penalty: 4005.797363
	Iteration 15Q: 3 clusters Score -587266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -587268.250000 Penalty: 4005.797363
	Iteration 16Q: 3 clusters Score -587268.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -587272.500000 Penalty: 4005.797363
	Iteration 17Q: 3 clusters Score -587272.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -587275.687500 Penalty: 4005.797363
	Iteration 18Q: 3 clusters Score -587275.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -587278.437500 Penalty: 4005.797363
	Iteration 19Q: 3 clusters Score -587278.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -587284.437500 Penalty: 4005.797363
	Iteration 20F: 3 clusters Score -587284.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -587287.812500 Penalty: 4005.797363
	Iteration 21Q: 3 clusters Score -587287.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -587289.812500 Penalty: 4005.797363
	Iteration 22Q: 3 clusters Score -587289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -587289.437500 Penalty: 4005.797363
	Iteration 23Q: 3 clusters Score -587289.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -587292.125000 Penalty: 4005.797363
	Iteration 24Q: 3 clusters Score -587292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -587291.562500 Penalty: 4005.797363
	Iteration 25Q: 3 clusters Score -587291.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -587291.937500 Penalty: 4005.797363
	Iteration 26Q: 3 clusters Score -587291.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -587294.625000 Penalty: 4005.797363
	Iteration 27Q: 3 clusters Score -587294.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -587295.125000 Penalty: 4005.797363
	Iteration 28Q: 3 clusters Score -587295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -587295.937500 Penalty: 4005.797363
	Iteration 29Q: 3 clusters Score -587295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -587298.687500 Penalty: 4005.797363
	Iteration 30Q: 3 clusters Score -587298.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -587299.375000 Penalty: 4005.797363
	Iteration 31Q: 3 clusters Score -587299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -587298.812500 Penalty: 4005.797363
	Iteration 32Q: 3 clusters Score -587298.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -587298.812500 Penalty: 4005.797363
	Iteration 33F: 3 clusters Score -587298.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Entering Unmasked Estep 
Score: -8203255.000000 Penalty: 2652.800049
	Iteration 0F: 2 clusters Score -8203255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -8174200.500000 Penalty: 5305.600098
	Iteration 0F: 3 clusters Score -8174200 nChanged 20414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -8185777.500000 Penalty: 5305.600098
	Iteration 1F: 3 clusters Score -8185778 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -8186667.500000 Penalty: 5305.600098
	Iteration 2Q: 3 clusters Score -8186668 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -8187758.000000 Penalty: 5305.600098
	Iteration 3F: 3 clusters Score -8187758 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -8189089.500000 Penalty: 5305.600098
	Iteration 4F: 3 clusters Score -8189090 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -8190725.500000 Penalty: 5305.600098
	Iteration 5F: 3 clusters Score -8190726 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -8192709.500000 Penalty: 5305.600098
	Iteration 6F: 3 clusters Score -8192710 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -8194869.000000 Penalty: 5305.600098
	Iteration 7F: 3 clusters Score -8194869 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -8196869.000000 Penalty: 5305.600098
	Iteration 8F: 3 clusters Score -8196869 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -8198167.000000 Penalty: 5305.600098
	Iteration 9Q: 3 clusters Score -8198167 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -8198847.000000 Penalty: 5305.600098
	Iteration 10Q: 3 clusters Score -8198847 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -8199249.000000 Penalty: 5305.600098
	Iteration 11Q: 3 clusters Score -8199249 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -8199604.000000 Penalty: 5305.600098
	Iteration 12Q: 3 clusters Score -8199604 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -8199878.000000 Penalty: 5305.600098
	Iteration 13Q: 3 clusters Score -8199878 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -8200110.000000 Penalty: 5305.600098
	Iteration 14Q: 3 clusters Score -8200110 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -8200306.000000 Penalty: 5305.600098
	Iteration 15Q: 3 clusters Score -8200306 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -8200471.000000 Penalty: 5305.600098
	Iteration 16Q: 3 clusters Score -8200471 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -8200633.500000 Penalty: 5305.600098
	Iteration 17Q: 3 clusters Score -8200634 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -8200779.000000 Penalty: 5305.600098
	Iteration 18Q: 3 clusters Score -8200779 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -8200907.000000 Penalty: 5305.600098
	Iteration 19Q: 3 clusters Score -8200907 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -8201025.500000 Penalty: 5305.600098
	Iteration 20F: 3 clusters Score -8201026 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -8201120.500000 Penalty: 5305.600098
	Iteration 21Q: 3 clusters Score -8201120 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -8201178.500000 Penalty: 5305.600098
	Iteration 22Q: 3 clusters Score -8201178 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -8201249.500000 Penalty: 5305.600098
	Iteration 23Q: 3 clusters Score -8201250 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -8201300.000000 Penalty: 5305.600098
	Iteration 24Q: 3 clusters Score -8201300 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -8201372.500000 Penalty: 5305.600098
	Iteration 25Q: 3 clusters Score -8201372 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -8201434.000000 Penalty: 5305.600098
	Iteration 26Q: 3 clusters Score -8201434 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -8201477.500000 Penalty: 5305.600098
	Iteration 27Q: 3 clusters Score -8201478 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -8201539.500000 Penalty: 5305.600098
	Iteration 28Q: 3 clusters Score -8201540 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -8201567.000000 Penalty: 5305.600098
	Iteration 29Q: 3 clusters Score -8201567 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -8201615.000000 Penalty: 5305.600098
	Iteration 30Q: 3 clusters Score -8201615 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -8201649.000000 Penalty: 5305.600098
	Iteration 31Q: 3 clusters Score -8201649 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -8201682.500000 Penalty: 5305.600098
	Iteration 32Q: 3 clusters Score -8201682 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -8201725.500000 Penalty: 5305.600098
	Iteration 33Q: 3 clusters Score -8201726 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -8201740.000000 Penalty: 5305.600098
	Iteration 34Q: 3 clusters Score -8201740 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -8201743.000000 Penalty: 5305.600098
	Iteration 35Q: 3 clusters Score -8201743 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -8201757.000000 Penalty: 5305.600098
	Iteration 36Q: 3 clusters Score -8201757 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -8201749.000000 Penalty: 5305.600098
	Iteration 37Q: 3 clusters Score -8201749 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -8201744.000000 Penalty: 5305.600098
	Iteration 38Q: 3 clusters Score -8201744 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8201735.000000 Penalty: 5305.600098
	Iteration 39Q: 3 clusters Score -8201735 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -8201745.500000 Penalty: 5305.600098
	Iteration 40F: 3 clusters Score -8201746 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -8201745.000000 Penalty: 5305.600098
	Iteration 41Q: 3 clusters Score -8201745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -8201752.500000 Penalty: 5305.600098
	Iteration 42Q: 3 clusters Score -8201752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -8201754.000000 Penalty: 5305.600098
	Iteration 43Q: 3 clusters Score -8201754 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -8201744.500000 Penalty: 5305.600098
	Iteration 44Q: 3 clusters Score -8201744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -8201765.000000 Penalty: 5305.600098
	Iteration 45Q: 3 clusters Score -8201765 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8201763.500000 Penalty: 5305.600098
	Iteration 46Q: 3 clusters Score -8201764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8201764.500000 Penalty: 5305.600098
	Iteration 47Q: 3 clusters Score -8201764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -8201745.500000 Penalty: 5305.600098
	Iteration 48Q: 3 clusters Score -8201746 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8201755.000000 Penalty: 5305.600098
	Iteration 49Q: 3 clusters Score -8201755 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8201780.000000 Penalty: 5305.600098
	Iteration 50Q: 3 clusters Score -8201780 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -8201753.500000 Penalty: 5305.600098
	Iteration 51Q: 3 clusters Score -8201754 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8201764.000000 Penalty: 5305.600098
	Iteration 52Q: 3 clusters Score -8201764 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -8201763.500000 Penalty: 5305.600098
	Iteration 53Q: 3 clusters Score -8201764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8201796.000000 Penalty: 5305.600098
	Iteration 54Q: 3 clusters Score -8201796 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8201798.500000 Penalty: 5305.600098
	Iteration 55Q: 3 clusters Score -8201798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8201792.500000 Penalty: 5305.600098
	Iteration 56Q: 3 clusters Score -8201792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8201799.500000 Penalty: 5305.600098
	Iteration 57Q: 3 clusters Score -8201800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8201791.000000 Penalty: 5305.600098
	Iteration 58Q: 3 clusters Score -8201791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8201778.000000 Penalty: 5305.600098
	Iteration 59Q: 3 clusters Score -8201778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8201788.500000 Penalty: 5305.600098
	Iteration 60F: 3 clusters Score -8201788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8201798.000000 Penalty: 5305.600098
	Iteration 61Q: 3 clusters Score -8201798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -8201794.000000 Penalty: 5305.600098
	Iteration 62Q: 3 clusters Score -8201794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8201803.500000 Penalty: 5305.600098
	Iteration 63Q: 3 clusters Score -8201804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8201806.000000 Penalty: 5305.600098
	Iteration 64Q: 3 clusters Score -8201806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8201795.000000 Penalty: 5305.600098
	Iteration 65Q: 3 clusters Score -8201795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8201789.500000 Penalty: 5305.600098
	Iteration 66Q: 3 clusters Score -8201790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8201796.000000 Penalty: 5305.600098
	Iteration 67Q: 3 clusters Score -8201796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8201807.500000 Penalty: 5305.600098
	Iteration 68Q: 3 clusters Score -8201808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8201803.000000 Penalty: 5305.600098
	Iteration 69Q: 3 clusters Score -8201803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8201800.500000 Penalty: 5305.600098
	Iteration 70Q: 3 clusters Score -8201800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8201794.500000 Penalty: 5305.600098
	Iteration 71Q: 3 clusters Score -8201794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8201800.000000 Penalty: 5305.600098
	Iteration 72Q: 3 clusters Score -8201800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8201804.000000 Penalty: 5305.600098
	Iteration 73Q: 3 clusters Score -8201804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8201807.500000 Penalty: 5305.600098
	Iteration 74Q: 3 clusters Score -8201808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8201794.000000 Penalty: 5305.600098
	Iteration 75Q: 3 clusters Score -8201794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8201787.500000 Penalty: 5305.600098
	Iteration 76Q: 3 clusters Score -8201788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8201785.000000 Penalty: 5305.600098
	Iteration 77Q: 3 clusters Score -8201785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8201786.000000 Penalty: 5305.600098
	Iteration 78Q: 3 clusters Score -8201786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8201781.500000 Penalty: 5305.600098
	Iteration 79Q: 3 clusters Score -8201782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -8201776.000000 Penalty: 5305.600098
	Iteration 80F: 3 clusters Score -8201776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8201776.500000 Penalty: 5305.600098
	Iteration 81Q: 3 clusters Score -8201776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8201782.000000 Penalty: 5305.600098
	Iteration 82Q: 3 clusters Score -8201782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8201782.000000 Penalty: 5305.600098
	Iteration 83F: 3 clusters Score -8201782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Entering Unmasked Estep 
Score: -426143.468750 Penalty: 1938.671143
	Iteration 0F: 2 clusters Score -426143.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -423241.625000 Penalty: 3877.342285
	Iteration 0F: 3 clusters Score -423241.6 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -423983.062500 Penalty: 3877.342285
	Iteration 1F: 3 clusters Score -423983.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -424275.750000 Penalty: 3877.342285
	Iteration 2F: 3 clusters Score -424275.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -424480.281250 Penalty: 3877.342285
	Iteration 3F: 3 clusters Score -424480.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -424633.968750 Penalty: 3877.342285
	Iteration 4F: 3 clusters Score -424634 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -424721.593750 Penalty: 3877.342285
	Iteration 5Q: 3 clusters Score -424721.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -424801.000000 Penalty: 3877.342285
	Iteration 6Q: 3 clusters Score -424801 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -424868.406250 Penalty: 3877.342285
	Iteration 7Q: 3 clusters Score -424868.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -424953.937500 Penalty: 3877.342285
	Iteration 8Q: 3 clusters Score -424953.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -425053.843750 Penalty: 3877.342285
	Iteration 9Q: 3 clusters Score -425053.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -425124.375000 Penalty: 3877.342285
	Iteration 10Q: 3 clusters Score -425124.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -425183.093750 Penalty: 3877.342285
	Iteration 11Q: 3 clusters Score -425183.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -425239.562500 Penalty: 3877.342285
	Iteration 12Q: 3 clusters Score -425239.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -425280.625000 Penalty: 3877.342285
	Iteration 13Q: 3 clusters Score -425280.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -425307.062500 Penalty: 3877.342285
	Iteration 14Q: 3 clusters Score -425307.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -425325.375000 Penalty: 3877.342285
	Iteration 15Q: 3 clusters Score -425325.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -425336.093750 Penalty: 3877.342285
	Iteration 16Q: 3 clusters Score -425336.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -425346.343750 Penalty: 3877.342285
	Iteration 17Q: 3 clusters Score -425346.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -425363.656250 Penalty: 3877.342285
	Iteration 18Q: 3 clusters Score -425363.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -425374.500000 Penalty: 3877.342285
	Iteration 19Q: 3 clusters Score -425374.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -425384.125000 Penalty: 3877.342285
	Iteration 20F: 3 clusters Score -425384.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -425388.281250 Penalty: 3877.342285
	Iteration 21Q: 3 clusters Score -425388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -425389.406250 Penalty: 3877.342285
	Iteration 22Q: 3 clusters Score -425389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -425392.250000 Penalty: 3877.342285
	Iteration 23Q: 3 clusters Score -425392.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -425397.250000 Penalty: 3877.342285
	Iteration 24Q: 3 clusters Score -425397.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -425402.031250 Penalty: 3877.342285
	Iteration 25Q: 3 clusters Score -425402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -425406.031250 Penalty: 3877.342285
	Iteration 26Q: 3 clusters Score -425406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -425410.031250 Penalty: 3877.342285
	Iteration 27Q: 3 clusters Score -425410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -425413.750000 Penalty: 3877.342285
	Iteration 28Q: 3 clusters Score -425413.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -425416.281250 Penalty: 3877.342285
	Iteration 29Q: 3 clusters Score -425416.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -425417.625000 Penalty: 3877.342285
	Iteration 30Q: 3 clusters Score -425417.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -425418.687500 Penalty: 3877.342285
	Iteration 31Q: 3 clusters Score -425418.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -425420.125000 Penalty: 3877.342285
	Iteration 32Q: 3 clusters Score -425420.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -425420.750000 Penalty: 3877.342285
	Iteration 33Q: 3 clusters Score -425420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -425423.125000 Penalty: 3877.342285
	Iteration 34Q: 3 clusters Score -425423.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -425423.687500 Penalty: 3877.342285
	Iteration 35Q: 3 clusters Score -425423.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -425423.687500 Penalty: 3877.342285
	Iteration 36F: 3 clusters Score -425423.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -56304.363281 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -56304.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54811.761719 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -54811.76 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55174.367188 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -55174.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55361.128906 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -55361.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55447.171875 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -55447.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55504.257812 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -55504.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55526.535156 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -55526.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -55565.511719 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -55565.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55577.609375 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -55577.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55585.363281 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -55585.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -55602.433594 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -55602.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55629.503906 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -55629.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55639.113281 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -55639.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -55643.269531 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -55643.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55646.648438 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -55646.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55648.367188 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -55648.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55648.367188 Penalty: 3090.318848
	Iteration 15F: 3 clusters Score -55648.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Entering Unmasked Estep 
Score: -7558157.000000 Penalty: 2634.040771
	Iteration 0F: 2 clusters Score -7558157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -7530674.000000 Penalty: 5268.081543
	Iteration 0F: 3 clusters Score -7530674 nChanged 18685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -7540933.000000 Penalty: 5268.081543
	Iteration 1F: 3 clusters Score -7540933 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -7541579.500000 Penalty: 5268.081543
	Iteration 2Q: 3 clusters Score -7541580 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -7542355.000000 Penalty: 5268.081543
	Iteration 3Q: 3 clusters Score -7542355 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -7543423.500000 Penalty: 5268.081543
	Iteration 4Q: 3 clusters Score -7543424 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -7544628.000000 Penalty: 5268.081543
	Iteration 5F: 3 clusters Score -7544628 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -7546093.000000 Penalty: 5268.081543
	Iteration 6F: 3 clusters Score -7546093 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -7548065.000000 Penalty: 5268.081543
	Iteration 7F: 3 clusters Score -7548065 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -7550192.500000 Penalty: 5268.081543
	Iteration 8F: 3 clusters Score -7550192 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -7552286.000000 Penalty: 5268.081543
	Iteration 9F: 3 clusters Score -7552286 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -7553558.500000 Penalty: 5268.081543
	Iteration 10Q: 3 clusters Score -7553558 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -7554055.500000 Penalty: 5268.081543
	Iteration 11Q: 3 clusters Score -7554056 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -7554329.000000 Penalty: 5268.081543
	Iteration 12Q: 3 clusters Score -7554329 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -7554516.000000 Penalty: 5268.081543
	Iteration 13Q: 3 clusters Score -7554516 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -7554633.000000 Penalty: 5268.081543
	Iteration 14Q: 3 clusters Score -7554633 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -7554781.000000 Penalty: 5268.081543
	Iteration 15Q: 3 clusters Score -7554781 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -7554927.500000 Penalty: 5268.081543
	Iteration 16Q: 3 clusters Score -7554928 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -7555063.500000 Penalty: 5268.081543
	Iteration 17Q: 3 clusters Score -7555064 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -7555209.000000 Penalty: 5268.081543
	Iteration 18Q: 3 clusters Score -7555209 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -7555289.000000 Penalty: 5268.081543
	Iteration 19Q: 3 clusters Score -7555289 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -7555377.000000 Penalty: 5268.081543
	Iteration 20F: 3 clusters Score -7555377 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -7555450.000000 Penalty: 5268.081543
	Iteration 21Q: 3 clusters Score -7555450 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -7555545.000000 Penalty: 5268.081543
	Iteration 22Q: 3 clusters Score -7555545 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 35081 members 
Entering Unmasked Estep 
Score: -7555645.500000 Penalty: 5268.081543
	Iteration 23Q: 3 clusters Score -7555646 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -7555774.000000 Penalty: 5268.081543
	Iteration 24Q: 3 clusters Score -7555774 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -7555821.000000 Penalty: 5268.081543
	Iteration 25Q: 3 clusters Score -7555821 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -7555883.000000 Penalty: 5268.081543
	Iteration 26Q: 3 clusters Score -7555883 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -7555972.500000 Penalty: 5268.081543
	Iteration 27Q: 3 clusters Score -7555972 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -7556020.000000 Penalty: 5268.081543
	Iteration 28Q: 3 clusters Score -7556020 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -7556064.000000 Penalty: 5268.081543
	Iteration 29Q: 3 clusters Score -7556064 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -7556125.000000 Penalty: 5268.081543
	Iteration 30Q: 3 clusters Score -7556125 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -7556161.500000 Penalty: 5268.081543
	Iteration 31Q: 3 clusters Score -7556162 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -7556213.000000 Penalty: 5268.081543
	Iteration 32Q: 3 clusters Score -7556213 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -7556257.000000 Penalty: 5268.081543
	Iteration 33Q: 3 clusters Score -7556257 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -7556290.500000 Penalty: 5268.081543
	Iteration 34Q: 3 clusters Score -7556290 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -7556324.500000 Penalty: 5268.081543
	Iteration 35Q: 3 clusters Score -7556324 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -7556346.500000 Penalty: 5268.081543
	Iteration 36Q: 3 clusters Score -7556346 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -7556359.500000 Penalty: 5268.081543
	Iteration 37Q: 3 clusters Score -7556360 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -7556396.000000 Penalty: 5268.081543
	Iteration 38Q: 3 clusters Score -7556396 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -7556404.000000 Penalty: 5268.081543
	Iteration 39Q: 3 clusters Score -7556404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -7556422.000000 Penalty: 5268.081543
	Iteration 40F: 3 clusters Score -7556422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -7556462.500000 Penalty: 5268.081543
	Iteration 41Q: 3 clusters Score -7556462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -7556469.000000 Penalty: 5268.081543
	Iteration 42Q: 3 clusters Score -7556469 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -7556474.000000 Penalty: 5268.081543
	Iteration 43Q: 3 clusters Score -7556474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -7556467.000000 Penalty: 5268.081543
	Iteration 44Q: 3 clusters Score -7556467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -7556503.500000 Penalty: 5268.081543
	Iteration 45Q: 3 clusters Score -7556504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -7556504.500000 Penalty: 5268.081543
	Iteration 46Q: 3 clusters Score -7556504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -7556503.000000 Penalty: 5268.081543
	Iteration 47Q: 3 clusters Score -7556503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -7556506.500000 Penalty: 5268.081543
	Iteration 48Q: 3 clusters Score -7556506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -7556505.500000 Penalty: 5268.081543
	Iteration 49Q: 3 clusters Score -7556506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -7556505.000000 Penalty: 5268.081543
	Iteration 50Q: 3 clusters Score -7556505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -7556494.500000 Penalty: 5268.081543
	Iteration 51Q: 3 clusters Score -7556494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -7556502.500000 Penalty: 5268.081543
	Iteration 52Q: 3 clusters Score -7556502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -7556505.000000 Penalty: 5268.081543
	Iteration 53Q: 3 clusters Score -7556505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -7556507.000000 Penalty: 5268.081543
	Iteration 54Q: 3 clusters Score -7556507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -7556500.500000 Penalty: 5268.081543
	Iteration 55Q: 3 clusters Score -7556500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -7556504.000000 Penalty: 5268.081543
	Iteration 56Q: 3 clusters Score -7556504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -7556499.500000 Penalty: 5268.081543
	Iteration 57Q: 3 clusters Score -7556500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -7556501.500000 Penalty: 5268.081543
	Iteration 58Q: 3 clusters Score -7556502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -7556503.500000 Penalty: 5268.081543
	Iteration 59Q: 3 clusters Score -7556504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -7556501.500000 Penalty: 5268.081543
	Iteration 60F: 3 clusters Score -7556502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -7556502.500000 Penalty: 5268.081543
	Iteration 61Q: 3 clusters Score -7556502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -7556512.500000 Penalty: 5268.081543
	Iteration 62Q: 3 clusters Score -7556512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -7556512.500000 Penalty: 5268.081543
	Iteration 63F: 3 clusters Score -7556512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Entering Unmasked Estep 
Score: -5587039.000000 Penalty: 2566.060791
	Iteration 0F: 2 clusters Score -5587039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -5565647.000000 Penalty: 5132.121582
	Iteration 0F: 3 clusters Score -5565647 nChanged 14020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -5573078.000000 Penalty: 5132.121582
	Iteration 1F: 3 clusters Score -5573078 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -5573508.000000 Penalty: 5132.121582
	Iteration 2Q: 3 clusters Score -5573508 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -5573908.500000 Penalty: 5132.121582
	Iteration 3Q: 3 clusters Score -5573908 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -5574219.000000 Penalty: 5132.121582
	Iteration 4Q: 3 clusters Score -5574219 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -5574587.000000 Penalty: 5132.121582
	Iteration 5Q: 3 clusters Score -5574587 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -5574980.500000 Penalty: 5132.121582
	Iteration 6Q: 3 clusters Score -5574980 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -5575396.500000 Penalty: 5132.121582
	Iteration 7Q: 3 clusters Score -5575396 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -5575765.000000 Penalty: 5132.121582
	Iteration 8Q: 3 clusters Score -5575765 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -5576075.500000 Penalty: 5132.121582
	Iteration 9Q: 3 clusters Score -5576076 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -5576297.500000 Penalty: 5132.121582
	Iteration 10Q: 3 clusters Score -5576298 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -5576572.000000 Penalty: 5132.121582
	Iteration 11Q: 3 clusters Score -5576572 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -5576860.000000 Penalty: 5132.121582
	Iteration 12Q: 3 clusters Score -5576860 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -5577126.000000 Penalty: 5132.121582
	Iteration 13Q: 3 clusters Score -5577126 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -5577467.000000 Penalty: 5132.121582
	Iteration 14Q: 3 clusters Score -5577467 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -5577774.000000 Penalty: 5132.121582
	Iteration 15Q: 3 clusters Score -5577774 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -5578163.500000 Penalty: 5132.121582
	Iteration 16Q: 3 clusters Score -5578164 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -5578618.000000 Penalty: 5132.121582
	Iteration 17Q: 3 clusters Score -5578618 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -5579094.000000 Penalty: 5132.121582
	Iteration 18Q: 3 clusters Score -5579094 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -5579540.000000 Penalty: 5132.121582
	Iteration 19Q: 3 clusters Score -5579540 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -5580001.500000 Penalty: 5132.121582
	Iteration 20F: 3 clusters Score -5580002 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -5580555.500000 Penalty: 5132.121582
	Iteration 21Q: 3 clusters Score -5580556 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -5581208.500000 Penalty: 5132.121582
	Iteration 22Q: 3 clusters Score -5581208 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -5581849.500000 Penalty: 5132.121582
	Iteration 23Q: 3 clusters Score -5581850 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -5582469.000000 Penalty: 5132.121582
	Iteration 24Q: 3 clusters Score -5582469 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -5583046.000000 Penalty: 5132.121582
	Iteration 25Q: 3 clusters Score -5583046 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -5583538.000000 Penalty: 5132.121582
	Iteration 26Q: 3 clusters Score -5583538 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -5583910.000000 Penalty: 5132.121582
	Iteration 27Q: 3 clusters Score -5583910 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 29314 members 
Entering Unmasked Estep 
Score: -5584168.000000 Penalty: 5132.121582
	Iteration 28Q: 3 clusters Score -5584168 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -5584388.500000 Penalty: 5132.121582
	Iteration 29Q: 3 clusters Score -5584388 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -5584543.500000 Penalty: 5132.121582
	Iteration 30Q: 3 clusters Score -5584544 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -5584643.500000 Penalty: 5132.121582
	Iteration 31Q: 3 clusters Score -5584644 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -5584693.500000 Penalty: 5132.121582
	Iteration 32Q: 3 clusters Score -5584694 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -5584759.000000 Penalty: 5132.121582
	Iteration 33Q: 3 clusters Score -5584759 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -5584834.000000 Penalty: 5132.121582
	Iteration 34Q: 3 clusters Score -5584834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -5584864.000000 Penalty: 5132.121582
	Iteration 35Q: 3 clusters Score -5584864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -5584901.500000 Penalty: 5132.121582
	Iteration 36Q: 3 clusters Score -5584902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -5584922.500000 Penalty: 5132.121582
	Iteration 37Q: 3 clusters Score -5584922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -5584935.500000 Penalty: 5132.121582
	Iteration 38Q: 3 clusters Score -5584936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -5584939.000000 Penalty: 5132.121582
	Iteration 39Q: 3 clusters Score -5584939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -5584951.000000 Penalty: 5132.121582
	Iteration 40F: 3 clusters Score -5584951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -5584958.500000 Penalty: 5132.121582
	Iteration 41Q: 3 clusters Score -5584958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -5584958.500000 Penalty: 5132.121582
	Iteration 42Q: 3 clusters Score -5584958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -5584960.000000 Penalty: 5132.121582
	Iteration 43Q: 3 clusters Score -5584960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -5584965.000000 Penalty: 5132.121582
	Iteration 44Q: 3 clusters Score -5584965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -5584975.000000 Penalty: 5132.121582
	Iteration 45Q: 3 clusters Score -5584975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -5584972.500000 Penalty: 5132.121582
	Iteration 46Q: 3 clusters Score -5584972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -5584971.500000 Penalty: 5132.121582
	Iteration 47Q: 3 clusters Score -5584972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -5584975.000000 Penalty: 5132.121582
	Iteration 48Q: 3 clusters Score -5584975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -5584977.500000 Penalty: 5132.121582
	Iteration 49Q: 3 clusters Score -5584978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -5584977.500000 Penalty: 5132.121582
	Iteration 50Q: 3 clusters Score -5584978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -5584977.500000 Penalty: 5132.121582
	Iteration 51F: 3 clusters Score -5584978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -171457.093750 Penalty: 1734.039917
	Iteration 0F: 2 clusters Score -171457.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -169546.328125 Penalty: 3468.079834
	Iteration 0F: 3 clusters Score -169546.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -169981.968750 Penalty: 3468.079834
	Iteration 1F: 3 clusters Score -169982 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -170246.671875 Penalty: 3468.079834
	Iteration 2F: 3 clusters Score -170246.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -170468.484375 Penalty: 3468.079834
	Iteration 3F: 3 clusters Score -170468.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -170588.984375 Penalty: 3468.079834
	Iteration 4Q: 3 clusters Score -170589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -170654.046875 Penalty: 3468.079834
	Iteration 5Q: 3 clusters Score -170654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -170702.468750 Penalty: 3468.079834
	Iteration 6Q: 3 clusters Score -170702.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -170730.703125 Penalty: 3468.079834
	Iteration 7Q: 3 clusters Score -170730.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -170766.296875 Penalty: 3468.079834
	Iteration 8Q: 3 clusters Score -170766.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -170793.390625 Penalty: 3468.079834
	Iteration 9Q: 3 clusters Score -170793.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -170799.281250 Penalty: 3468.079834
	Iteration 10Q: 3 clusters Score -170799.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -170799.781250 Penalty: 3468.079834
	Iteration 11Q: 3 clusters Score -170799.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -170799.781250 Penalty: 3468.079834
	Iteration 12F: 3 clusters Score -170799.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (53105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Entering Unmasked Estep 
Score: -9887896.000000 Penalty: 2698.246582
	Iteration 0F: 2 clusters Score -9887896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -9858624.000000 Penalty: 5396.493164
	Iteration 0F: 3 clusters Score -9858624 nChanged 24615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -9872498.000000 Penalty: 5396.493164
	Iteration 1F: 3 clusters Score -9872498 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -9873077.000000 Penalty: 5396.493164
	Iteration 2Q: 3 clusters Score -9873077 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -9873728.000000 Penalty: 5396.493164
	Iteration 3Q: 3 clusters Score -9873728 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -9874608.000000 Penalty: 5396.493164
	Iteration 4Q: 3 clusters Score -9874608 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -9875749.000000 Penalty: 5396.493164
	Iteration 5Q: 3 clusters Score -9875749 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -9877396.000000 Penalty: 5396.493164
	Iteration 6F: 3 clusters Score -9877396 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -9879692.000000 Penalty: 5396.493164
	Iteration 7F: 3 clusters Score -9879692 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -9882372.000000 Penalty: 5396.493164
	Iteration 8F: 3 clusters Score -9882372 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -9884974.000000 Penalty: 5396.493164
	Iteration 9F: 3 clusters Score -9884974 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -9886477.000000 Penalty: 5396.493164
	Iteration 10Q: 3 clusters Score -9886477 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -9887184.000000 Penalty: 5396.493164
	Iteration 11Q: 3 clusters Score -9887184 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -9887661.000000 Penalty: 5396.493164
	Iteration 12Q: 3 clusters Score -9887661 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -9888119.000000 Penalty: 5396.493164
	Iteration 13Q: 3 clusters Score -9888119 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -9888528.000000 Penalty: 5396.493164
	Iteration 14Q: 3 clusters Score -9888528 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -9888887.000000 Penalty: 5396.493164
	Iteration 15Q: 3 clusters Score -9888887 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -9889167.000000 Penalty: 5396.493164
	Iteration 16Q: 3 clusters Score -9889167 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -9889380.000000 Penalty: 5396.493164
	Iteration 17Q: 3 clusters Score -9889380 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -9889466.000000 Penalty: 5396.493164
	Iteration 18Q: 3 clusters Score -9889466 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -9889609.000000 Penalty: 5396.493164
	Iteration 19Q: 3 clusters Score -9889609 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -9889723.000000 Penalty: 5396.493164
	Iteration 20F: 3 clusters Score -9889723 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -9889724.000000 Penalty: 5396.493164
	Iteration 21Q: 3 clusters Score -9889724 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -9889772.000000 Penalty: 5396.493164
	Iteration 22Q: 3 clusters Score -9889772 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -9889978.000000 Penalty: 5396.493164
	Iteration 23Q: 3 clusters Score -9889978 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -9889912.000000 Penalty: 5396.493164
	Iteration 24Q: 3 clusters Score -9889912 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -9889874.000000 Penalty: 5396.493164
	Iteration 25Q: 3 clusters Score -9889874 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -9889749.000000 Penalty: 5396.493164
	Iteration 26Q: 3 clusters Score -9889749 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -9889662.000000 Penalty: 5396.493164
	Iteration 27Q: 3 clusters Score -9889662 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -9889426.000000 Penalty: 5396.493164
	Iteration 28Q: 3 clusters Score -9889426 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -9889163.000000 Penalty: 5396.493164
	Iteration 29Q: 3 clusters Score -9889163 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -9888834.000000 Penalty: 5396.493164
	Iteration 30Q: 3 clusters Score -9888834 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -9888589.000000 Penalty: 5396.493164
	Iteration 31Q: 3 clusters Score -9888589 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -9888284.000000 Penalty: 5396.493164
	Iteration 32Q: 3 clusters Score -9888284 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -9888005.000000 Penalty: 5396.493164
	Iteration 33Q: 3 clusters Score -9888005 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -9887758.000000 Penalty: 5396.493164
	Iteration 34Q: 3 clusters Score -9887758 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -9887629.000000 Penalty: 5396.493164
	Iteration 35Q: 3 clusters Score -9887629 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -9887527.000000 Penalty: 5396.493164
	Iteration 36Q: 3 clusters Score -9887527 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -9887398.000000 Penalty: 5396.493164
	Iteration 37Q: 3 clusters Score -9887398 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -9887201.000000 Penalty: 5396.493164
	Iteration 38Q: 3 clusters Score -9887201 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -9887116.000000 Penalty: 5396.493164
	Iteration 39Q: 3 clusters Score -9887116 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -9887086.000000 Penalty: 5396.493164
	Iteration 40F: 3 clusters Score -9887086 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9886984.000000 Penalty: 5396.493164
	Iteration 41Q: 3 clusters Score -9886984 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9886878.000000 Penalty: 5396.493164
	Iteration 42Q: 3 clusters Score -9886878 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9886837.000000 Penalty: 5396.493164
	Iteration 43Q: 3 clusters Score -9886837 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9886787.000000 Penalty: 5396.493164
	Iteration 44Q: 3 clusters Score -9886787 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9886696.000000 Penalty: 5396.493164
	Iteration 45Q: 3 clusters Score -9886696 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9886652.000000 Penalty: 5396.493164
	Iteration 46Q: 3 clusters Score -9886652 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9886619.000000 Penalty: 5396.493164
	Iteration 47Q: 3 clusters Score -9886619 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9886570.000000 Penalty: 5396.493164
	Iteration 48Q: 3 clusters Score -9886570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -9886542.000000 Penalty: 5396.493164
	Iteration 49Q: 3 clusters Score -9886542 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51858 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -9886537.000000 Penalty: 5396.493164
	Iteration 50Q: 3 clusters Score -9886537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9886527.000000 Penalty: 5396.493164
	Iteration 51Q: 3 clusters Score -9886527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9886514.000000 Penalty: 5396.493164
	Iteration 52Q: 3 clusters Score -9886514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51944 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9886503.000000 Penalty: 5396.493164
	Iteration 53Q: 3 clusters Score -9886503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9886481.000000 Penalty: 5396.493164
	Iteration 54Q: 3 clusters Score -9886481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9886454.000000 Penalty: 5396.493164
	Iteration 55Q: 3 clusters Score -9886454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9886449.000000 Penalty: 5396.493164
	Iteration 56Q: 3 clusters Score -9886449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9886444.000000 Penalty: 5396.493164
	Iteration 57Q: 3 clusters Score -9886444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9886436.000000 Penalty: 5396.493164
	Iteration 58Q: 3 clusters Score -9886436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9886429.000000 Penalty: 5396.493164
	Iteration 59Q: 3 clusters Score -9886429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9886432.000000 Penalty: 5396.493164
	Iteration 60F: 3 clusters Score -9886432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9886439.000000 Penalty: 5396.493164
	Iteration 61Q: 3 clusters Score -9886439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9886422.000000 Penalty: 5396.493164
	Iteration 62Q: 3 clusters Score -9886422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9886430.000000 Penalty: 5396.493164
	Iteration 63Q: 3 clusters Score -9886430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52099 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9886415.000000 Penalty: 5396.493164
	Iteration 64Q: 3 clusters Score -9886415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9886408.000000 Penalty: 5396.493164
	Iteration 65Q: 3 clusters Score -9886408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9886400.000000 Penalty: 5396.493164
	Iteration 66Q: 3 clusters Score -9886400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52123 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9886393.000000 Penalty: 5396.493164
	Iteration 67Q: 3 clusters Score -9886393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52127 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -9886388.000000 Penalty: 5396.493164
	Iteration 68Q: 3 clusters Score -9886388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -9886388.000000 Penalty: 5396.493164
	Iteration 69Q: 3 clusters Score -9886388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52138 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9886386.000000 Penalty: 5396.493164
	Iteration 70Q: 3 clusters Score -9886386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9886406.000000 Penalty: 5396.493164
	Iteration 71Q: 3 clusters Score -9886406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9886394.000000 Penalty: 5396.493164
	Iteration 72Q: 3 clusters Score -9886394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52149 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9886389.000000 Penalty: 5396.493164
	Iteration 73Q: 3 clusters Score -9886389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9886393.000000 Penalty: 5396.493164
	Iteration 74Q: 3 clusters Score -9886393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9886396.000000 Penalty: 5396.493164
	Iteration 75Q: 3 clusters Score -9886396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52178 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9886391.000000 Penalty: 5396.493164
	Iteration 76Q: 3 clusters Score -9886391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9886384.000000 Penalty: 5396.493164
	Iteration 77Q: 3 clusters Score -9886384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9886395.000000 Penalty: 5396.493164
	Iteration 78Q: 3 clusters Score -9886395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9886391.000000 Penalty: 5396.493164
	Iteration 79Q: 3 clusters Score -9886391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9886394.000000 Penalty: 5396.493164
	Iteration 80F: 3 clusters Score -9886394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (42241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Entering Unmasked Estep 
Score: -7744179.500000 Penalty: 2641.484375
	Iteration 0F: 2 clusters Score -7744180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -7715971.000000 Penalty: 5282.968750
	Iteration 0F: 3 clusters Score -7715971 nChanged 19349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -7726468.000000 Penalty: 5282.968750
	Iteration 1F: 3 clusters Score -7726468 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -7726968.500000 Penalty: 5282.968750
	Iteration 2Q: 3 clusters Score -7726968 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -7727453.000000 Penalty: 5282.968750
	Iteration 3Q: 3 clusters Score -7727453 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -7727956.500000 Penalty: 5282.968750
	Iteration 4Q: 3 clusters Score -7727956 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -7728575.500000 Penalty: 5282.968750
	Iteration 5Q: 3 clusters Score -7728576 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -7729437.500000 Penalty: 5282.968750
	Iteration 6Q: 3 clusters Score -7729438 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -7730677.500000 Penalty: 5282.968750
	Iteration 7F: 3 clusters Score -7730678 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -7732692.500000 Penalty: 5282.968750
	Iteration 8F: 3 clusters Score -7732692 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -7735388.000000 Penalty: 5282.968750
	Iteration 9F: 3 clusters Score -7735388 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -7738132.000000 Penalty: 5282.968750
	Iteration 10F: 3 clusters Score -7738132 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -7740005.000000 Penalty: 5282.968750
	Iteration 11Q: 3 clusters Score -7740005 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7741003.000000 Penalty: 5282.968750
	Iteration 12Q: 3 clusters Score -7741003 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7741423.500000 Penalty: 5282.968750
	Iteration 13Q: 3 clusters Score -7741424 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7741628.000000 Penalty: 5282.968750
	Iteration 14Q: 3 clusters Score -7741628 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7741724.500000 Penalty: 5282.968750
	Iteration 15Q: 3 clusters Score -7741724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7741781.000000 Penalty: 5282.968750
	Iteration 16Q: 3 clusters Score -7741781 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7741832.500000 Penalty: 5282.968750
	Iteration 17Q: 3 clusters Score -7741832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7741873.500000 Penalty: 5282.968750
	Iteration 18Q: 3 clusters Score -7741874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7741897.000000 Penalty: 5282.968750
	Iteration 19Q: 3 clusters Score -7741897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7741918.000000 Penalty: 5282.968750
	Iteration 20F: 3 clusters Score -7741918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7741925.000000 Penalty: 5282.968750
	Iteration 21Q: 3 clusters Score -7741925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7741919.000000 Penalty: 5282.968750
	Iteration 22Q: 3 clusters Score -7741919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7741925.000000 Penalty: 5282.968750
	Iteration 23Q: 3 clusters Score -7741925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7741926.500000 Penalty: 5282.968750
	Iteration 24Q: 3 clusters Score -7741926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7741928.500000 Penalty: 5282.968750
	Iteration 25Q: 3 clusters Score -7741928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7741932.000000 Penalty: 5282.968750
	Iteration 26Q: 3 clusters Score -7741932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -7741932.500000 Penalty: 5282.968750
	Iteration 27Q: 3 clusters Score -7741932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7741936.500000 Penalty: 5282.968750
	Iteration 28Q: 3 clusters Score -7741936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7741938.000000 Penalty: 5282.968750
	Iteration 29Q: 3 clusters Score -7741938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7741941.500000 Penalty: 5282.968750
	Iteration 30Q: 3 clusters Score -7741942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7741936.000000 Penalty: 5282.968750
	Iteration 31Q: 3 clusters Score -7741936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7741936.000000 Penalty: 5282.968750
	Iteration 32F: 3 clusters Score -7741936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 41528 members 
Mstep: Class 3 contains 42594 members 
Mstep: Class 4 contains 46427 members 
Mstep: Class 5 contains 42704 members 
Mstep: Class 6 contains 46885 members 
Mstep: Class 7 contains 38863 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44386 members 
Mstep: Class 11 contains 42680 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42271 members 
Mstep: Class 15 contains 41503 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 17 contains 44213 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40992 members 
Mstep: Class 21 contains 31164 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 53105 members 
Mstep: Class 24 contains 42241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927704.000000 Penalty: 80096.007812
Iteration 159Q: 25 clusters Score -1.269277e+08 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 41477 members 
Mstep: Class 3 contains 42580 members 
Mstep: Class 4 contains 46431 members 
Mstep: Class 5 contains 42773 members 
Mstep: Class 6 contains 46920 members 
Mstep: Class 7 contains 39269 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44404 members 
Mstep: Class 11 contains 42629 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 41400 members 
Mstep: Class 16 contains 3209 members 
Mstep: Class 17 contains 44146 members 
Mstep: Class 18 contains 2483 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41026 members 
Mstep: Class 21 contains 31155 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 52853 members 
Mstep: Class 24 contains 42214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927760.000000 Penalty: 80096.007812
Iteration 160F: 25 clusters Score -1.269278e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 41458 members 
Mstep: Class 3 contains 42562 members 
Mstep: Class 4 contains 46449 members 
Mstep: Class 5 contains 42798 members 
Mstep: Class 6 contains 46941 members 
Mstep: Class 7 contains 39678 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44438 members 
Mstep: Class 11 contains 42617 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42240 members 
Mstep: Class 15 contains 41288 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 17 contains 44087 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41053 members 
Mstep: Class 21 contains 31136 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 52577 members 
Mstep: Class 24 contains 42175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927960.000000 Penalty: 80096.007812
Iteration 161Q: 25 clusters Score -1.26928e+08 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 41411 members 
Mstep: Class 3 contains 42533 members 
Mstep: Class 4 contains 46454 members 
Mstep: Class 5 contains 42831 members 
Mstep: Class 6 contains 46983 members 
Mstep: Class 7 contains 40065 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44509 members 
Mstep: Class 11 contains 42596 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42205 members 
Mstep: Class 15 contains 41213 members 
Mstep: Class 16 contains 3205 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41067 members 
Mstep: Class 21 contains 31117 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 52265 members 
Mstep: Class 24 contains 42132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927688.000000 Penalty: 80096.007812
Iteration 162Q: 25 clusters Score -1.269277e+08 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 41373 members 
Mstep: Class 3 contains 42497 members 
Mstep: Class 4 contains 46483 members 
Mstep: Class 5 contains 42862 members 
Mstep: Class 6 contains 46983 members 
Mstep: Class 7 contains 40505 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44497 members 
Mstep: Class 11 contains 42570 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42214 members 
Mstep: Class 15 contains 41176 members 
Mstep: Class 16 contains 3206 members 
Mstep: Class 17 contains 44016 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41083 members 
Mstep: Class 21 contains 31098 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 51936 members 
Mstep: Class 24 contains 42082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126927968.000000 Penalty: 80096.007812
Iteration 163Q: 25 clusters Score -1.26928e+08 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 41335 members 
Mstep: Class 3 contains 42495 members 
Mstep: Class 4 contains 46501 members 
Mstep: Class 5 contains 42828 members 
Mstep: Class 6 contains 46936 members 
Mstep: Class 7 contains 41023 members 
Mstep: Class 8 contains 1042 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44520 members 
Mstep: Class 11 contains 42547 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42232 members 
Mstep: Class 15 contains 41193 members 
Mstep: Class 16 contains 3207 members 
Mstep: Class 17 contains 43953 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41112 members 
Mstep: Class 21 contains 31101 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 51508 members 
Mstep: Class 24 contains 42059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928120.000000 Penalty: 80096.007812
Iteration 164Q: 25 clusters Score -1.269281e+08 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 41290 members 
Mstep: Class 3 contains 42487 members 
Mstep: Class 4 contains 46506 members 
Mstep: Class 5 contains 42822 members 
Mstep: Class 6 contains 46854 members 
Mstep: Class 7 contains 41514 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44545 members 
Mstep: Class 11 contains 42508 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42256 members 
Mstep: Class 15 contains 41190 members 
Mstep: Class 16 contains 3211 members 
Mstep: Class 17 contains 43902 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41200 members 
Mstep: Class 21 contains 31090 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 51097 members 
Mstep: Class 24 contains 42055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928672.000000 Penalty: 80096.007812
Iteration 165Q: 25 clusters Score -1.269287e+08 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 41302 members 
Mstep: Class 3 contains 42438 members 
Mstep: Class 4 contains 46489 members 
Mstep: Class 5 contains 42804 members 
Mstep: Class 6 contains 46878 members 
Mstep: Class 7 contains 41959 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44550 members 
Mstep: Class 11 contains 42413 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42273 members 
Mstep: Class 15 contains 41201 members 
Mstep: Class 16 contains 3217 members 
Mstep: Class 17 contains 43853 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41246 members 
Mstep: Class 21 contains 31077 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 50713 members 
Mstep: Class 24 contains 42052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126928816.000000 Penalty: 80096.007812
Iteration 166Q: 25 clusters Score -1.269288e+08 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 41304 members 
Mstep: Class 3 contains 42433 members 
Mstep: Class 4 contains 46504 members 
Mstep: Class 5 contains 42809 members 
Mstep: Class 6 contains 46960 members 
Mstep: Class 7 contains 42310 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44577 members 
Mstep: Class 11 contains 42255 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42280 members 
Mstep: Class 15 contains 41226 members 
Mstep: Class 16 contains 3219 members 
Mstep: Class 17 contains 43814 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41299 members 
Mstep: Class 21 contains 31075 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 50344 members 
Mstep: Class 24 contains 42035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929144.000000 Penalty: 80096.007812
Iteration 167Q: 25 clusters Score -1.269291e+08 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 41300 members 
Mstep: Class 3 contains 42419 members 
Mstep: Class 4 contains 46518 members 
Mstep: Class 5 contains 42874 members 
Mstep: Class 6 contains 46994 members 
Mstep: Class 7 contains 42619 members 
Mstep: Class 8 contains 1043 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44614 members 
Mstep: Class 11 contains 42122 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42287 members 
Mstep: Class 15 contains 41196 members 
Mstep: Class 16 contains 3212 members 
Mstep: Class 17 contains 43851 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41357 members 
Mstep: Class 21 contains 31089 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 49963 members 
Mstep: Class 24 contains 42016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126929648.000000 Penalty: 80096.007812
Iteration 168Q: 25 clusters Score -1.269296e+08 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 41300 members 
Mstep: Class 3 contains 42406 members 
Mstep: Class 4 contains 46542 members 
Mstep: Class 5 contains 42970 members 
Mstep: Class 6 contains 47052 members 
Mstep: Class 7 contains 42946 members 
Mstep: Class 8 contains 1043 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44642 members 
Mstep: Class 11 contains 41997 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42297 members 
Mstep: Class 15 contains 41178 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41357 members 
Mstep: Class 21 contains 31076 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 49575 members 
Mstep: Class 24 contains 41992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930184.000000 Penalty: 80096.007812
Iteration 169Q: 25 clusters Score -1.269302e+08 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 41298 members 
Mstep: Class 3 contains 42432 members 
Mstep: Class 4 contains 46559 members 
Mstep: Class 5 contains 43109 members 
Mstep: Class 6 contains 47109 members 
Mstep: Class 7 contains 43194 members 
Mstep: Class 8 contains 1043 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44708 members 
Mstep: Class 11 contains 41860 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42293 members 
Mstep: Class 15 contains 41147 members 
Mstep: Class 16 contains 3206 members 
Mstep: Class 17 contains 43970 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41351 members 
Mstep: Class 21 contains 31064 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 49156 members 
Mstep: Class 24 contains 41994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930464.000000 Penalty: 80096.007812
Iteration 170Q: 25 clusters Score -1.269305e+08 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 41296 members 
Mstep: Class 3 contains 42381 members 
Mstep: Class 4 contains 46562 members 
Mstep: Class 5 contains 43229 members 
Mstep: Class 6 contains 47195 members 
Mstep: Class 7 contains 43394 members 
Mstep: Class 8 contains 1043 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44760 members 
Mstep: Class 11 contains 41693 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42297 members 
Mstep: Class 15 contains 41119 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 17 contains 44022 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41350 members 
Mstep: Class 21 contains 31062 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 48875 members 
Mstep: Class 24 contains 41965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930664.000000 Penalty: 80096.007812
Iteration 171Q: 25 clusters Score -1.269307e+08 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 41279 members 
Mstep: Class 3 contains 42347 members 
Mstep: Class 4 contains 46564 members 
Mstep: Class 5 contains 43287 members 
Mstep: Class 6 contains 47276 members 
Mstep: Class 7 contains 43504 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 44851 members 
Mstep: Class 11 contains 41535 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42304 members 
Mstep: Class 15 contains 41156 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 44113 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41358 members 
Mstep: Class 21 contains 31048 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 48612 members 
Mstep: Class 24 contains 41936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930448.000000 Penalty: 80096.007812
Iteration 172Q: 25 clusters Score -1.269304e+08 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 41248 members 
Mstep: Class 3 contains 42352 members 
Mstep: Class 4 contains 46566 members 
Mstep: Class 5 contains 43355 members 
Mstep: Class 6 contains 47297 members 
Mstep: Class 7 contains 43614 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 44909 members 
Mstep: Class 11 contains 41428 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42288 members 
Mstep: Class 15 contains 41235 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 17 contains 44191 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41351 members 
Mstep: Class 21 contains 31041 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 48372 members 
Mstep: Class 24 contains 41875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930848.000000 Penalty: 80096.007812
Iteration 173Q: 25 clusters Score -1.269308e+08 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 41208 members 
Mstep: Class 3 contains 42332 members 
Mstep: Class 4 contains 46575 members 
Mstep: Class 5 contains 43383 members 
Mstep: Class 6 contains 47334 members 
Mstep: Class 7 contains 43720 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45023 members 
Mstep: Class 11 contains 41296 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42254 members 
Mstep: Class 15 contains 41274 members 
Mstep: Class 16 contains 3190 members 
Mstep: Class 17 contains 44259 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41348 members 
Mstep: Class 21 contains 31033 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 48166 members 
Mstep: Class 24 contains 41822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930912.000000 Penalty: 80096.007812
Iteration 174Q: 25 clusters Score -1.269309e+08 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 41207 members 
Mstep: Class 3 contains 42270 members 
Mstep: Class 4 contains 46604 members 
Mstep: Class 5 contains 43420 members 
Mstep: Class 6 contains 47365 members 
Mstep: Class 7 contains 43780 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45077 members 
Mstep: Class 11 contains 41199 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42240 members 
Mstep: Class 15 contains 41331 members 
Mstep: Class 16 contains 3193 members 
Mstep: Class 17 contains 44311 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41349 members 
Mstep: Class 21 contains 31027 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 48003 members 
Mstep: Class 24 contains 41791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931176.000000 Penalty: 80096.007812
Iteration 175Q: 25 clusters Score -1.269312e+08 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 41217 members 
Mstep: Class 3 contains 42282 members 
Mstep: Class 4 contains 46633 members 
Mstep: Class 5 contains 43435 members 
Mstep: Class 6 contains 47401 members 
Mstep: Class 7 contains 43801 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45152 members 
Mstep: Class 11 contains 41115 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42199 members 
Mstep: Class 15 contains 41372 members 
Mstep: Class 16 contains 3198 members 
Mstep: Class 17 contains 44359 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41361 members 
Mstep: Class 21 contains 31023 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 47885 members 
Mstep: Class 24 contains 41746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931088.000000 Penalty: 80096.007812
Iteration 176Q: 25 clusters Score -1.269311e+08 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 41214 members 
Mstep: Class 3 contains 42276 members 
Mstep: Class 4 contains 46657 members 
Mstep: Class 5 contains 43455 members 
Mstep: Class 6 contains 47441 members 
Mstep: Class 7 contains 43870 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45174 members 
Mstep: Class 11 contains 40986 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42185 members 
Mstep: Class 15 contains 41485 members 
Mstep: Class 16 contains 3200 members 
Mstep: Class 17 contains 44402 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41372 members 
Mstep: Class 21 contains 31027 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 47739 members 
Mstep: Class 24 contains 41716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931032.000000 Penalty: 80096.007812
Iteration 177Q: 25 clusters Score -1.26931e+08 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 41229 members 
Mstep: Class 3 contains 42226 members 
Mstep: Class 4 contains 46690 members 
Mstep: Class 5 contains 43524 members 
Mstep: Class 6 contains 47444 members 
Mstep: Class 7 contains 43943 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45185 members 
Mstep: Class 11 contains 40866 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42188 members 
Mstep: Class 15 contains 41594 members 
Mstep: Class 16 contains 3200 members 
Mstep: Class 17 contains 44496 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41377 members 
Mstep: Class 21 contains 31008 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 47598 members 
Mstep: Class 24 contains 41674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931064.000000 Penalty: 80096.007812
Iteration 178Q: 25 clusters Score -1.269311e+08 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 41247 members 
Mstep: Class 3 contains 42181 members 
Mstep: Class 4 contains 46706 members 
Mstep: Class 5 contains 43592 members 
Mstep: Class 6 contains 47494 members 
Mstep: Class 7 contains 43983 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45148 members 
Mstep: Class 11 contains 40728 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42181 members 
Mstep: Class 15 contains 41715 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 17 contains 44609 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41383 members 
Mstep: Class 21 contains 31006 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 47472 members 
Mstep: Class 24 contains 41619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126930944.000000 Penalty: 80096.007812
Iteration 179Q: 25 clusters Score -1.269309e+08 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 41263 members 
Mstep: Class 3 contains 42137 members 
Mstep: Class 4 contains 46737 members 
Mstep: Class 5 contains 43665 members 
Mstep: Class 6 contains 47542 members 
Mstep: Class 7 contains 44003 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45120 members 
Mstep: Class 11 contains 40595 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42193 members 
Mstep: Class 15 contains 41838 members 
Mstep: Class 16 contains 3200 members 
Mstep: Class 17 contains 44697 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41391 members 
Mstep: Class 21 contains 30990 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 47336 members 
Mstep: Class 24 contains 41588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931232.000000 Penalty: 80096.007812
Iteration 180F: 25 clusters Score -1.269312e+08 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 41280 members 
Mstep: Class 3 contains 42138 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 43744 members 
Mstep: Class 6 contains 47537 members 
Mstep: Class 7 contains 44001 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45126 members 
Mstep: Class 11 contains 40508 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42207 members 
Mstep: Class 15 contains 41959 members 
Mstep: Class 16 contains 3197 members 
Mstep: Class 17 contains 44688 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41360 members 
Mstep: Class 21 contains 30980 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 47191 members 
Mstep: Class 24 contains 41565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931248.000000 Penalty: 80096.007812
Iteration 181Q: 25 clusters Score -1.269312e+08 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 41300 members 
Mstep: Class 3 contains 42158 members 
Mstep: Class 4 contains 46814 members 
Mstep: Class 5 contains 43809 members 
Mstep: Class 6 contains 47527 members 
Mstep: Class 7 contains 44014 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45135 members 
Mstep: Class 11 contains 40407 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42236 members 
Mstep: Class 15 contains 42066 members 
Mstep: Class 16 contains 3191 members 
Mstep: Class 17 contains 44692 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41324 members 
Mstep: Class 21 contains 30974 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 47074 members 
Mstep: Class 24 contains 41517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931312.000000 Penalty: 80096.007812
Iteration 182Q: 25 clusters Score -1.269313e+08 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 41321 members 
Mstep: Class 3 contains 42156 members 
Mstep: Class 4 contains 46848 members 
Mstep: Class 5 contains 43870 members 
Mstep: Class 6 contains 47491 members 
Mstep: Class 7 contains 44044 members 
Mstep: Class 8 contains 1042 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45169 members 
Mstep: Class 11 contains 40290 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42242 members 
Mstep: Class 15 contains 42146 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 44750 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41328 members 
Mstep: Class 21 contains 30952 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46993 members 
Mstep: Class 24 contains 41468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126931832.000000 Penalty: 80096.007812
Iteration 183Q: 25 clusters Score -1.269318e+08 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 41353 members 
Mstep: Class 3 contains 42152 members 
Mstep: Class 4 contains 46862 members 
Mstep: Class 5 contains 43960 members 
Mstep: Class 6 contains 47487 members 
Mstep: Class 7 contains 44043 members 
Mstep: Class 8 contains 1041 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45201 members 
Mstep: Class 11 contains 40157 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42265 members 
Mstep: Class 15 contains 42219 members 
Mstep: Class 16 contains 3196 members 
Mstep: Class 17 contains 44770 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41333 members 
Mstep: Class 21 contains 30930 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46955 members 
Mstep: Class 24 contains 41434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932016.000000 Penalty: 80096.007812
Iteration 184Q: 25 clusters Score -1.26932e+08 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 41366 members 
Mstep: Class 3 contains 42154 members 
Mstep: Class 4 contains 46908 members 
Mstep: Class 5 contains 44037 members 
Mstep: Class 6 contains 47505 members 
Mstep: Class 7 contains 44054 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45177 members 
Mstep: Class 11 contains 40044 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42274 members 
Mstep: Class 15 contains 42309 members 
Mstep: Class 16 contains 3195 members 
Mstep: Class 17 contains 44806 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41291 members 
Mstep: Class 21 contains 30911 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46908 members 
Mstep: Class 24 contains 41392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932240.000000 Penalty: 80096.007812
Iteration 185Q: 25 clusters Score -1.269322e+08 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 41384 members 
Mstep: Class 3 contains 42179 members 
Mstep: Class 4 contains 46909 members 
Mstep: Class 5 contains 44090 members 
Mstep: Class 6 contains 47485 members 
Mstep: Class 7 contains 44091 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45147 members 
Mstep: Class 11 contains 39928 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42314 members 
Mstep: Class 15 contains 42345 members 
Mstep: Class 16 contains 3197 members 
Mstep: Class 17 contains 44827 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41301 members 
Mstep: Class 21 contains 30890 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46828 members 
Mstep: Class 24 contains 41408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932408.000000 Penalty: 80096.007812
Iteration 186Q: 25 clusters Score -1.269324e+08 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47566 members 
Mstep: Class 2 contains 41378 members 
Mstep: Class 3 contains 42212 members 
Mstep: Class 4 contains 46931 members 
Mstep: Class 5 contains 44181 members 
Mstep: Class 6 contains 47439 members 
Mstep: Class 7 contains 44192 members 
Mstep: Class 8 contains 1040 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45116 members 
Mstep: Class 11 contains 39765 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42342 members 
Mstep: Class 15 contains 42385 members 
Mstep: Class 16 contains 3200 members 
Mstep: Class 17 contains 44843 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41301 members 
Mstep: Class 21 contains 30871 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46781 members 
Mstep: Class 24 contains 41394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933136.000000 Penalty: 80096.007812
Iteration 187Q: 25 clusters Score -1.269331e+08 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 41395 members 
Mstep: Class 3 contains 42236 members 
Mstep: Class 4 contains 46946 members 
Mstep: Class 5 contains 44228 members 
Mstep: Class 6 contains 47327 members 
Mstep: Class 7 contains 44307 members 
Mstep: Class 8 contains 1037 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45087 members 
Mstep: Class 11 contains 39658 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42359 members 
Mstep: Class 15 contains 42406 members 
Mstep: Class 16 contains 3201 members 
Mstep: Class 17 contains 44843 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41305 members 
Mstep: Class 21 contains 30852 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46791 members 
Mstep: Class 24 contains 41367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933064.000000 Penalty: 80096.007812
Iteration 188Q: 25 clusters Score -1.269331e+08 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 41419 members 
Mstep: Class 3 contains 42253 members 
Mstep: Class 4 contains 46944 members 
Mstep: Class 5 contains 44262 members 
Mstep: Class 6 contains 47278 members 
Mstep: Class 7 contains 44337 members 
Mstep: Class 8 contains 1037 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45083 members 
Mstep: Class 11 contains 39590 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42377 members 
Mstep: Class 15 contains 42426 members 
Mstep: Class 16 contains 3205 members 
Mstep: Class 17 contains 44873 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41300 members 
Mstep: Class 21 contains 30834 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46750 members 
Mstep: Class 24 contains 41338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933192.000000 Penalty: 80096.007812
Iteration 189Q: 25 clusters Score -1.269332e+08 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 41409 members 
Mstep: Class 3 contains 42280 members 
Mstep: Class 4 contains 46938 members 
Mstep: Class 5 contains 44307 members 
Mstep: Class 6 contains 47272 members 
Mstep: Class 7 contains 44338 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45078 members 
Mstep: Class 11 contains 39523 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42402 members 
Mstep: Class 15 contains 42492 members 
Mstep: Class 16 contains 3207 members 
Mstep: Class 17 contains 44893 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41306 members 
Mstep: Class 21 contains 30835 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46678 members 
Mstep: Class 24 contains 41319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933008.000000 Penalty: 80096.007812
Iteration 190Q: 25 clusters Score -1.26933e+08 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 41393 members 
Mstep: Class 3 contains 42292 members 
Mstep: Class 4 contains 46917 members 
Mstep: Class 5 contains 44350 members 
Mstep: Class 6 contains 47276 members 
Mstep: Class 7 contains 44339 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45088 members 
Mstep: Class 11 contains 39459 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42427 members 
Mstep: Class 15 contains 42563 members 
Mstep: Class 16 contains 3210 members 
Mstep: Class 17 contains 44895 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41316 members 
Mstep: Class 21 contains 30832 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46647 members 
Mstep: Class 24 contains 41280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933296.000000 Penalty: 80096.007812
Iteration 191Q: 25 clusters Score -1.269333e+08 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 41332 members 
Mstep: Class 3 contains 42323 members 
Mstep: Class 4 contains 46894 members 
Mstep: Class 5 contains 44381 members 
Mstep: Class 6 contains 47240 members 
Mstep: Class 7 contains 44389 members 
Mstep: Class 8 contains 1038 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45132 members 
Mstep: Class 11 contains 39385 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42452 members 
Mstep: Class 15 contains 42591 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 17 contains 44939 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41320 members 
Mstep: Class 21 contains 30828 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46602 members 
Mstep: Class 24 contains 41269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933616.000000 Penalty: 80096.007812
Iteration 192Q: 25 clusters Score -1.269336e+08 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 41308 members 
Mstep: Class 3 contains 42362 members 
Mstep: Class 4 contains 46894 members 
Mstep: Class 5 contains 44384 members 
Mstep: Class 6 contains 47223 members 
Mstep: Class 7 contains 44420 members 
Mstep: Class 8 contains 1037 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45137 members 
Mstep: Class 11 contains 39292 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42441 members 
Mstep: Class 15 contains 42618 members 
Mstep: Class 16 contains 3234 members 
Mstep: Class 17 contains 44949 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41309 members 
Mstep: Class 21 contains 30816 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46605 members 
Mstep: Class 24 contains 41245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933960.000000 Penalty: 80096.007812
Iteration 193Q: 25 clusters Score -1.26934e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 41266 members 
Mstep: Class 3 contains 42339 members 
Mstep: Class 4 contains 46916 members 
Mstep: Class 5 contains 44418 members 
Mstep: Class 6 contains 47255 members 
Mstep: Class 7 contains 44423 members 
Mstep: Class 8 contains 1038 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45184 members 
Mstep: Class 11 contains 39187 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42428 members 
Mstep: Class 15 contains 42657 members 
Mstep: Class 16 contains 3236 members 
Mstep: Class 17 contains 45020 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41312 members 
Mstep: Class 21 contains 30806 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46600 members 
Mstep: Class 24 contains 41217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933912.000000 Penalty: 80096.007812
Iteration 194Q: 25 clusters Score -1.269339e+08 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 41278 members 
Mstep: Class 3 contains 42310 members 
Mstep: Class 4 contains 46938 members 
Mstep: Class 5 contains 44442 members 
Mstep: Class 6 contains 47233 members 
Mstep: Class 7 contains 44476 members 
Mstep: Class 8 contains 1038 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45239 members 
Mstep: Class 11 contains 39042 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42424 members 
Mstep: Class 15 contains 42678 members 
Mstep: Class 16 contains 3245 members 
Mstep: Class 17 contains 45097 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41303 members 
Mstep: Class 21 contains 30785 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46651 members 
Mstep: Class 24 contains 41170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933992.000000 Penalty: 80096.007812
Iteration 195Q: 25 clusters Score -1.26934e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 41274 members 
Mstep: Class 3 contains 42341 members 
Mstep: Class 4 contains 46982 members 
Mstep: Class 5 contains 44465 members 
Mstep: Class 6 contains 47256 members 
Mstep: Class 7 contains 44566 members 
Mstep: Class 8 contains 1037 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45269 members 
Mstep: Class 11 contains 38882 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42409 members 
Mstep: Class 15 contains 42664 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 17 contains 45170 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41248 members 
Mstep: Class 21 contains 30759 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46664 members 
Mstep: Class 24 contains 41165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933784.000000 Penalty: 80096.007812
Iteration 196Q: 25 clusters Score -1.269338e+08 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 41285 members 
Mstep: Class 3 contains 42356 members 
Mstep: Class 4 contains 47019 members 
Mstep: Class 5 contains 44470 members 
Mstep: Class 6 contains 47272 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 1038 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45288 members 
Mstep: Class 11 contains 38705 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42410 members 
Mstep: Class 15 contains 42669 members 
Mstep: Class 16 contains 3242 members 
Mstep: Class 17 contains 45225 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41238 members 
Mstep: Class 21 contains 30741 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46640 members 
Mstep: Class 24 contains 41134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933704.000000 Penalty: 80096.007812
Iteration 197Q: 25 clusters Score -1.269337e+08 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 41317 members 
Mstep: Class 3 contains 42360 members 
Mstep: Class 4 contains 47042 members 
Mstep: Class 5 contains 44535 members 
Mstep: Class 6 contains 47332 members 
Mstep: Class 7 contains 44718 members 
Mstep: Class 8 contains 1041 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45307 members 
Mstep: Class 11 contains 38514 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42409 members 
Mstep: Class 15 contains 42706 members 
Mstep: Class 16 contains 3244 members 
Mstep: Class 17 contains 45247 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41222 members 
Mstep: Class 21 contains 30718 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46629 members 
Mstep: Class 24 contains 41089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934272.000000 Penalty: 80096.007812
Iteration 198Q: 25 clusters Score -1.269343e+08 nChanged 3486
Entering ConstructFrom: 
Score: -126934272.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (47477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Entering Unmasked Estep 
Score: -8876705.000000 Penalty: 2670.464111
	Iteration 0F: 2 clusters Score -8876705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -8847663.000000 Penalty: 5340.928223
	Iteration 0F: 3 clusters Score -8847663 nChanged 21877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -8859888.000000 Penalty: 5340.928223
	Iteration 1F: 3 clusters Score -8859888 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -8860707.000000 Penalty: 5340.928223
	Iteration 2Q: 3 clusters Score -8860707 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -8861726.000000 Penalty: 5340.928223
	Iteration 3F: 3 clusters Score -8861726 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -8863284.000000 Penalty: 5340.928223
	Iteration 4F: 3 clusters Score -8863284 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -8865398.000000 Penalty: 5340.928223
	Iteration 5F: 3 clusters Score -8865398 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -8868131.000000 Penalty: 5340.928223
	Iteration 6F: 3 clusters Score -8868131 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -8870964.000000 Penalty: 5340.928223
	Iteration 7F: 3 clusters Score -8870964 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -8873280.000000 Penalty: 5340.928223
	Iteration 8F: 3 clusters Score -8873280 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8874306.000000 Penalty: 5340.928223
	Iteration 9Q: 3 clusters Score -8874306 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -8874554.000000 Penalty: 5340.928223
	Iteration 10Q: 3 clusters Score -8874554 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -8874554.000000 Penalty: 5340.928223
	Iteration 11Q: 3 clusters Score -8874554 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -8874548.000000 Penalty: 5340.928223
	Iteration 12Q: 3 clusters Score -8874548 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -8874554.000000 Penalty: 5340.928223
	Iteration 13Q: 3 clusters Score -8874554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -8874557.000000 Penalty: 5340.928223
	Iteration 14Q: 3 clusters Score -8874557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -8874571.000000 Penalty: 5340.928223
	Iteration 15Q: 3 clusters Score -8874571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -8874591.000000 Penalty: 5340.928223
	Iteration 16Q: 3 clusters Score -8874591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -8874609.000000 Penalty: 5340.928223
	Iteration 17Q: 3 clusters Score -8874609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -8874628.000000 Penalty: 5340.928223
	Iteration 18Q: 3 clusters Score -8874628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -8874635.000000 Penalty: 5340.928223
	Iteration 19Q: 3 clusters Score -8874635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -8874651.000000 Penalty: 5340.928223
	Iteration 20F: 3 clusters Score -8874651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -8874641.000000 Penalty: 5340.928223
	Iteration 21Q: 3 clusters Score -8874641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 47234 members 
Entering Unmasked Estep 
Score: -8874648.000000 Penalty: 5340.928223
	Iteration 22Q: 3 clusters Score -8874648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -8874660.000000 Penalty: 5340.928223
	Iteration 23Q: 3 clusters Score -8874660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -8874669.000000 Penalty: 5340.928223
	Iteration 24Q: 3 clusters Score -8874669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -8874664.000000 Penalty: 5340.928223
	Iteration 25Q: 3 clusters Score -8874664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -8874664.000000 Penalty: 5340.928223
	Iteration 26Q: 3 clusters Score -8874664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -8874669.000000 Penalty: 5340.928223
	Iteration 27Q: 3 clusters Score -8874669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -8874669.000000 Penalty: 5340.928223
	Iteration 28F: 3 clusters Score -8874669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Entering Unmasked Estep 
Score: -7595151.500000 Penalty: 2636.029297
	Iteration 0F: 2 clusters Score -7595152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -7567155.500000 Penalty: 5272.058594
	Iteration 0F: 3 clusters Score -7567156 nChanged 18912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -7577415.500000 Penalty: 5272.058594
	Iteration 1F: 3 clusters Score -7577416 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -7577839.500000 Penalty: 5272.058594
	Iteration 2Q: 3 clusters Score -7577840 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -7578184.500000 Penalty: 5272.058594
	Iteration 3Q: 3 clusters Score -7578184 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -7578434.500000 Penalty: 5272.058594
	Iteration 4Q: 3 clusters Score -7578434 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -7578682.000000 Penalty: 5272.058594
	Iteration 5Q: 3 clusters Score -7578682 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -7578875.500000 Penalty: 5272.058594
	Iteration 6Q: 3 clusters Score -7578876 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -7579006.500000 Penalty: 5272.058594
	Iteration 7Q: 3 clusters Score -7579006 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -7579152.500000 Penalty: 5272.058594
	Iteration 8Q: 3 clusters Score -7579152 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -7579362.500000 Penalty: 5272.058594
	Iteration 9Q: 3 clusters Score -7579362 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -7579635.000000 Penalty: 5272.058594
	Iteration 10Q: 3 clusters Score -7579635 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -7580021.000000 Penalty: 5272.058594
	Iteration 11Q: 3 clusters Score -7580021 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -7580711.000000 Penalty: 5272.058594
	Iteration 12Q: 3 clusters Score -7580711 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -7581906.000000 Penalty: 5272.058594
	Iteration 13Q: 3 clusters Score -7581906 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -7583658.000000 Penalty: 5272.058594
	Iteration 14F: 3 clusters Score -7583658 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -7585923.000000 Penalty: 5272.058594
	Iteration 15F: 3 clusters Score -7585923 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -7588467.500000 Penalty: 5272.058594
	Iteration 16F: 3 clusters Score -7588468 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -7590393.500000 Penalty: 5272.058594
	Iteration 17F: 3 clusters Score -7590394 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -7591575.000000 Penalty: 5272.058594
	Iteration 18Q: 3 clusters Score -7591575 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -7592195.500000 Penalty: 5272.058594
	Iteration 19Q: 3 clusters Score -7592196 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -7592539.000000 Penalty: 5272.058594
	Iteration 20F: 3 clusters Score -7592539 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -7592782.000000 Penalty: 5272.058594
	Iteration 21Q: 3 clusters Score -7592782 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -7592890.500000 Penalty: 5272.058594
	Iteration 22Q: 3 clusters Score -7592890 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -7592993.000000 Penalty: 5272.058594
	Iteration 23Q: 3 clusters Score -7592993 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -7593076.000000 Penalty: 5272.058594
	Iteration 24Q: 3 clusters Score -7593076 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -7593113.000000 Penalty: 5272.058594
	Iteration 25Q: 3 clusters Score -7593113 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -7593176.000000 Penalty: 5272.058594
	Iteration 26Q: 3 clusters Score -7593176 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -7593211.500000 Penalty: 5272.058594
	Iteration 27Q: 3 clusters Score -7593212 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -7593256.000000 Penalty: 5272.058594
	Iteration 28Q: 3 clusters Score -7593256 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -7593281.000000 Penalty: 5272.058594
	Iteration 29Q: 3 clusters Score -7593281 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -7593312.000000 Penalty: 5272.058594
	Iteration 30Q: 3 clusters Score -7593312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -7593312.000000 Penalty: 5272.058594
	Iteration 31Q: 3 clusters Score -7593312 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -7593341.500000 Penalty: 5272.058594
	Iteration 32Q: 3 clusters Score -7593342 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -7593340.000000 Penalty: 5272.058594
	Iteration 33Q: 3 clusters Score -7593340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -7593357.500000 Penalty: 5272.058594
	Iteration 34Q: 3 clusters Score -7593358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -7593364.000000 Penalty: 5272.058594
	Iteration 35Q: 3 clusters Score -7593364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -7593384.500000 Penalty: 5272.058594
	Iteration 36Q: 3 clusters Score -7593384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -7593371.500000 Penalty: 5272.058594
	Iteration 37Q: 3 clusters Score -7593372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -7593363.000000 Penalty: 5272.058594
	Iteration 38Q: 3 clusters Score -7593363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -7593359.000000 Penalty: 5272.058594
	Iteration 39Q: 3 clusters Score -7593359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -7593363.500000 Penalty: 5272.058594
	Iteration 40F: 3 clusters Score -7593364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -7593361.500000 Penalty: 5272.058594
	Iteration 41Q: 3 clusters Score -7593362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -7593374.500000 Penalty: 5272.058594
	Iteration 42Q: 3 clusters Score -7593374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -7593384.000000 Penalty: 5272.058594
	Iteration 43Q: 3 clusters Score -7593384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -7593387.500000 Penalty: 5272.058594
	Iteration 44Q: 3 clusters Score -7593388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -7593394.000000 Penalty: 5272.058594
	Iteration 45Q: 3 clusters Score -7593394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -7593398.000000 Penalty: 5272.058594
	Iteration 46Q: 3 clusters Score -7593398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -7593398.000000 Penalty: 5272.058594
	Iteration 47Q: 3 clusters Score -7593398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -7593403.000000 Penalty: 5272.058594
	Iteration 48Q: 3 clusters Score -7593403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -7593404.500000 Penalty: 5272.058594
	Iteration 49Q: 3 clusters Score -7593404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -7593410.500000 Penalty: 5272.058594
	Iteration 50Q: 3 clusters Score -7593410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -7593407.000000 Penalty: 5272.058594
	Iteration 51Q: 3 clusters Score -7593407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -7593410.500000 Penalty: 5272.058594
	Iteration 52Q: 3 clusters Score -7593410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -7593406.500000 Penalty: 5272.058594
	Iteration 53Q: 3 clusters Score -7593406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -7593413.000000 Penalty: 5272.058594
	Iteration 54Q: 3 clusters Score -7593413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -7593403.500000 Penalty: 5272.058594
	Iteration 55Q: 3 clusters Score -7593404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -7593403.500000 Penalty: 5272.058594
	Iteration 56Q: 3 clusters Score -7593404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -7593407.000000 Penalty: 5272.058594
	Iteration 57Q: 3 clusters Score -7593407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -7593399.500000 Penalty: 5272.058594
	Iteration 58Q: 3 clusters Score -7593400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -7593410.000000 Penalty: 5272.058594
	Iteration 59Q: 3 clusters Score -7593410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -7593408.000000 Penalty: 5272.058594
	Iteration 60F: 3 clusters Score -7593408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -7593409.500000 Penalty: 5272.058594
	Iteration 61Q: 3 clusters Score -7593410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -7593414.000000 Penalty: 5272.058594
	Iteration 62Q: 3 clusters Score -7593414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -7593413.500000 Penalty: 5272.058594
	Iteration 63Q: 3 clusters Score -7593414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -7593414.000000 Penalty: 5272.058594
	Iteration 64Q: 3 clusters Score -7593414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -7593415.500000 Penalty: 5272.058594
	Iteration 65Q: 3 clusters Score -7593416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -7593415.500000 Penalty: 5272.058594
	Iteration 66F: 3 clusters Score -7593416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Entering Unmasked Estep 
Score: -7795309.500000 Penalty: 2642.240479
	Iteration 0F: 2 clusters Score -7795310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -7767021.500000 Penalty: 5284.480957
	Iteration 0F: 3 clusters Score -7767022 nChanged 19413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -7777755.000000 Penalty: 5284.480957
	Iteration 1F: 3 clusters Score -7777755 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -7778331.500000 Penalty: 5284.480957
	Iteration 2Q: 3 clusters Score -7778332 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -7778916.000000 Penalty: 5284.480957
	Iteration 3Q: 3 clusters Score -7778916 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -7779928.500000 Penalty: 5284.480957
	Iteration 4Q: 3 clusters Score -7779928 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -7781404.500000 Penalty: 5284.480957
	Iteration 5F: 3 clusters Score -7781404 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -7783806.500000 Penalty: 5284.480957
	Iteration 6F: 3 clusters Score -7783806 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -7786911.500000 Penalty: 5284.480957
	Iteration 7F: 3 clusters Score -7786912 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -7789774.500000 Penalty: 5284.480957
	Iteration 8F: 3 clusters Score -7789774 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -7791813.500000 Penalty: 5284.480957
	Iteration 9Q: 3 clusters Score -7791814 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -7793065.000000 Penalty: 5284.480957
	Iteration 10Q: 3 clusters Score -7793065 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -7793694.500000 Penalty: 5284.480957
	Iteration 11Q: 3 clusters Score -7793694 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -7793893.000000 Penalty: 5284.480957
	Iteration 12Q: 3 clusters Score -7793893 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -7793951.500000 Penalty: 5284.480957
	Iteration 13Q: 3 clusters Score -7793952 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -7793978.500000 Penalty: 5284.480957
	Iteration 14Q: 3 clusters Score -7793978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -7793999.500000 Penalty: 5284.480957
	Iteration 15Q: 3 clusters Score -7794000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -7794011.000000 Penalty: 5284.480957
	Iteration 16Q: 3 clusters Score -7794011 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -7794022.000000 Penalty: 5284.480957
	Iteration 17Q: 3 clusters Score -7794022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -7794015.500000 Penalty: 5284.480957
	Iteration 18Q: 3 clusters Score -7794016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -7794020.000000 Penalty: 5284.480957
	Iteration 19Q: 3 clusters Score -7794020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -7794019.000000 Penalty: 5284.480957
	Iteration 20F: 3 clusters Score -7794019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -7794019.000000 Penalty: 5284.480957
	Iteration 21Q: 3 clusters Score -7794019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -7794017.500000 Penalty: 5284.480957
	Iteration 22Q: 3 clusters Score -7794018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -7794023.000000 Penalty: 5284.480957
	Iteration 23Q: 3 clusters Score -7794023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -7794027.500000 Penalty: 5284.480957
	Iteration 24Q: 3 clusters Score -7794028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -7794023.000000 Penalty: 5284.480957
	Iteration 25Q: 3 clusters Score -7794023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -7794025.500000 Penalty: 5284.480957
	Iteration 26Q: 3 clusters Score -7794026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -7794025.500000 Penalty: 5284.480957
	Iteration 27Q: 3 clusters Score -7794026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -7794025.500000 Penalty: 5284.480957
	Iteration 28F: 3 clusters Score -7794026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Entering Unmasked Estep 
Score: -8602874.000000 Penalty: 2668.307861
	Iteration 0F: 2 clusters Score -8602874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -8572494.000000 Penalty: 5336.615723
	Iteration 0F: 3 clusters Score -8572494 nChanged 21599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -8584228.000000 Penalty: 5336.615723
	Iteration 1F: 3 clusters Score -8584228 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -8584690.000000 Penalty: 5336.615723
	Iteration 2Q: 3 clusters Score -8584690 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -8585163.000000 Penalty: 5336.615723
	Iteration 3Q: 3 clusters Score -8585163 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -8585631.000000 Penalty: 5336.615723
	Iteration 4Q: 3 clusters Score -8585631 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -8586184.000000 Penalty: 5336.615723
	Iteration 5Q: 3 clusters Score -8586184 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -8586924.000000 Penalty: 5336.615723
	Iteration 6Q: 3 clusters Score -8586924 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -8588136.000000 Penalty: 5336.615723
	Iteration 7Q: 3 clusters Score -8588136 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -8589869.000000 Penalty: 5336.615723
	Iteration 8F: 3 clusters Score -8589869 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -8592376.000000 Penalty: 5336.615723
	Iteration 9F: 3 clusters Score -8592376 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -8595062.000000 Penalty: 5336.615723
	Iteration 10F: 3 clusters Score -8595062 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -8597160.000000 Penalty: 5336.615723
	Iteration 11F: 3 clusters Score -8597160 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -8598436.000000 Penalty: 5336.615723
	Iteration 12Q: 3 clusters Score -8598436 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -8599314.000000 Penalty: 5336.615723
	Iteration 13Q: 3 clusters Score -8599314 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -8600053.000000 Penalty: 5336.615723
	Iteration 14Q: 3 clusters Score -8600053 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -8600616.000000 Penalty: 5336.615723
	Iteration 15Q: 3 clusters Score -8600616 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -8601062.000000 Penalty: 5336.615723
	Iteration 16Q: 3 clusters Score -8601062 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -8601348.000000 Penalty: 5336.615723
	Iteration 17Q: 3 clusters Score -8601348 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -8601510.000000 Penalty: 5336.615723
	Iteration 18Q: 3 clusters Score -8601510 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -8601626.000000 Penalty: 5336.615723
	Iteration 19Q: 3 clusters Score -8601626 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -8601744.000000 Penalty: 5336.615723
	Iteration 20F: 3 clusters Score -8601744 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -8601841.000000 Penalty: 5336.615723
	Iteration 21Q: 3 clusters Score -8601841 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -8601862.000000 Penalty: 5336.615723
	Iteration 22Q: 3 clusters Score -8601862 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -8601927.000000 Penalty: 5336.615723
	Iteration 23Q: 3 clusters Score -8601927 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -8601965.000000 Penalty: 5336.615723
	Iteration 24Q: 3 clusters Score -8601965 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -8602001.000000 Penalty: 5336.615723
	Iteration 25Q: 3 clusters Score -8602001 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -8602028.000000 Penalty: 5336.615723
	Iteration 26Q: 3 clusters Score -8602028 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -8602058.000000 Penalty: 5336.615723
	Iteration 27Q: 3 clusters Score -8602058 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -8602074.000000 Penalty: 5336.615723
	Iteration 28Q: 3 clusters Score -8602074 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -8602089.000000 Penalty: 5336.615723
	Iteration 29Q: 3 clusters Score -8602089 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -8602103.000000 Penalty: 5336.615723
	Iteration 30Q: 3 clusters Score -8602103 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -8602142.000000 Penalty: 5336.615723
	Iteration 31Q: 3 clusters Score -8602142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -8602145.000000 Penalty: 5336.615723
	Iteration 32Q: 3 clusters Score -8602145 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -8602174.000000 Penalty: 5336.615723
	Iteration 33Q: 3 clusters Score -8602174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -8602201.000000 Penalty: 5336.615723
	Iteration 34Q: 3 clusters Score -8602201 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -8602226.000000 Penalty: 5336.615723
	Iteration 35Q: 3 clusters Score -8602226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -8602207.000000 Penalty: 5336.615723
	Iteration 36Q: 3 clusters Score -8602207 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -8602214.000000 Penalty: 5336.615723
	Iteration 37Q: 3 clusters Score -8602214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -8602211.000000 Penalty: 5336.615723
	Iteration 38Q: 3 clusters Score -8602211 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -8602226.000000 Penalty: 5336.615723
	Iteration 39Q: 3 clusters Score -8602226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -8602227.000000 Penalty: 5336.615723
	Iteration 40F: 3 clusters Score -8602227 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -8602239.000000 Penalty: 5336.615723
	Iteration 41Q: 3 clusters Score -8602239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -8602241.000000 Penalty: 5336.615723
	Iteration 42Q: 3 clusters Score -8602241 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -8602244.000000 Penalty: 5336.615723
	Iteration 43Q: 3 clusters Score -8602244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -8602240.000000 Penalty: 5336.615723
	Iteration 44Q: 3 clusters Score -8602240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -8602240.000000 Penalty: 5336.615723
	Iteration 45Q: 3 clusters Score -8602240 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -8602248.000000 Penalty: 5336.615723
	Iteration 46Q: 3 clusters Score -8602248 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -8602249.000000 Penalty: 5336.615723
	Iteration 47Q: 3 clusters Score -8602249 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -8602249.000000 Penalty: 5336.615723
	Iteration 48Q: 3 clusters Score -8602249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -8602261.000000 Penalty: 5336.615723
	Iteration 49Q: 3 clusters Score -8602261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -8602254.000000 Penalty: 5336.615723
	Iteration 50Q: 3 clusters Score -8602254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -8602255.000000 Penalty: 5336.615723
	Iteration 51Q: 3 clusters Score -8602255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -8602255.000000 Penalty: 5336.615723
	Iteration 52Q: 3 clusters Score -8602255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -8602260.000000 Penalty: 5336.615723
	Iteration 53Q: 3 clusters Score -8602260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -8602263.000000 Penalty: 5336.615723
	Iteration 54Q: 3 clusters Score -8602263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -8602260.000000 Penalty: 5336.615723
	Iteration 55Q: 3 clusters Score -8602260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -8602263.000000 Penalty: 5336.615723
	Iteration 56Q: 3 clusters Score -8602263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -8602253.000000 Penalty: 5336.615723
	Iteration 57Q: 3 clusters Score -8602253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -8602267.000000 Penalty: 5336.615723
	Iteration 58Q: 3 clusters Score -8602267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -8602268.000000 Penalty: 5336.615723
	Iteration 59Q: 3 clusters Score -8602268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -8602261.000000 Penalty: 5336.615723
	Iteration 60F: 3 clusters Score -8602261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -8602271.000000 Penalty: 5336.615723
	Iteration 61Q: 3 clusters Score -8602271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -8602271.000000 Penalty: 5336.615723
	Iteration 62Q: 3 clusters Score -8602271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -8602275.000000 Penalty: 5336.615723
	Iteration 63Q: 3 clusters Score -8602275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -8602255.000000 Penalty: 5336.615723
	Iteration 64Q: 3 clusters Score -8602255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -8602276.000000 Penalty: 5336.615723
	Iteration 65Q: 3 clusters Score -8602276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -8602298.000000 Penalty: 5336.615723
	Iteration 66Q: 3 clusters Score -8602298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -8602295.000000 Penalty: 5336.615723
	Iteration 67Q: 3 clusters Score -8602295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -8602289.000000 Penalty: 5336.615723
	Iteration 68Q: 3 clusters Score -8602289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -8602294.000000 Penalty: 5336.615723
	Iteration 69Q: 3 clusters Score -8602294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -8602302.000000 Penalty: 5336.615723
	Iteration 70Q: 3 clusters Score -8602302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -8602295.000000 Penalty: 5336.615723
	Iteration 71Q: 3 clusters Score -8602295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -8602293.000000 Penalty: 5336.615723
	Iteration 72Q: 3 clusters Score -8602293 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -8602300.000000 Penalty: 5336.615723
	Iteration 73Q: 3 clusters Score -8602300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -8602306.000000 Penalty: 5336.615723
	Iteration 74Q: 3 clusters Score -8602306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -8602314.000000 Penalty: 5336.615723
	Iteration 75Q: 3 clusters Score -8602314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -8602313.000000 Penalty: 5336.615723
	Iteration 76Q: 3 clusters Score -8602313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -8602309.000000 Penalty: 5336.615723
	Iteration 77Q: 3 clusters Score -8602309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -8602311.000000 Penalty: 5336.615723
	Iteration 78Q: 3 clusters Score -8602311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -8602304.000000 Penalty: 5336.615723
	Iteration 79Q: 3 clusters Score -8602304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -8602305.000000 Penalty: 5336.615723
	Iteration 80F: 3 clusters Score -8602305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -8602312.000000 Penalty: 5336.615723
	Iteration 81Q: 3 clusters Score -8602312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -8602316.000000 Penalty: 5336.615723
	Iteration 82Q: 3 clusters Score -8602316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -8602319.000000 Penalty: 5336.615723
	Iteration 83Q: 3 clusters Score -8602319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -8602319.000000 Penalty: 5336.615723
	Iteration 84Q: 3 clusters Score -8602319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -8602313.000000 Penalty: 5336.615723
	Iteration 85Q: 3 clusters Score -8602313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -8602316.000000 Penalty: 5336.615723
	Iteration 86Q: 3 clusters Score -8602316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -8602319.000000 Penalty: 5336.615723
	Iteration 87Q: 3 clusters Score -8602319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -8602314.000000 Penalty: 5336.615723
	Iteration 88Q: 3 clusters Score -8602314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -8602314.000000 Penalty: 5336.615723
	Iteration 89F: 3 clusters Score -8602314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Entering Unmasked Estep 
Score: -8289904.500000 Penalty: 2654.822266
	Iteration 0F: 2 clusters Score -8289904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -8260647.000000 Penalty: 5309.644531
	Iteration 0F: 3 clusters Score -8260647 nChanged 20342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -8271974.500000 Penalty: 5309.644531
	Iteration 1F: 3 clusters Score -8271974 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -8272574.500000 Penalty: 5309.644531
	Iteration 2Q: 3 clusters Score -8272574 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -8273283.500000 Penalty: 5309.644531
	Iteration 3Q: 3 clusters Score -8273284 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -8274283.500000 Penalty: 5309.644531
	Iteration 4Q: 3 clusters Score -8274284 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -8275872.000000 Penalty: 5309.644531
	Iteration 5F: 3 clusters Score -8275872 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -8278457.000000 Penalty: 5309.644531
	Iteration 6F: 3 clusters Score -8278457 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -8281733.500000 Penalty: 5309.644531
	Iteration 7F: 3 clusters Score -8281734 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -8284767.500000 Penalty: 5309.644531
	Iteration 8F: 3 clusters Score -8284768 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -8286647.500000 Penalty: 5309.644531
	Iteration 9Q: 3 clusters Score -8286648 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -8287212.500000 Penalty: 5309.644531
	Iteration 10Q: 3 clusters Score -8287212 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8287371.000000 Penalty: 5309.644531
	Iteration 11Q: 3 clusters Score -8287371 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -8287425.500000 Penalty: 5309.644531
	Iteration 12Q: 3 clusters Score -8287426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -8287483.000000 Penalty: 5309.644531
	Iteration 13Q: 3 clusters Score -8287483 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -8287507.500000 Penalty: 5309.644531
	Iteration 14Q: 3 clusters Score -8287508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -8287535.000000 Penalty: 5309.644531
	Iteration 15Q: 3 clusters Score -8287535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -8287547.000000 Penalty: 5309.644531
	Iteration 16Q: 3 clusters Score -8287547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -8287557.000000 Penalty: 5309.644531
	Iteration 17Q: 3 clusters Score -8287557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -8287565.000000 Penalty: 5309.644531
	Iteration 18Q: 3 clusters Score -8287565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -8287573.000000 Penalty: 5309.644531
	Iteration 19Q: 3 clusters Score -8287573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -8287574.000000 Penalty: 5309.644531
	Iteration 20F: 3 clusters Score -8287574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -8287589.500000 Penalty: 5309.644531
	Iteration 21Q: 3 clusters Score -8287590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -8287584.500000 Penalty: 5309.644531
	Iteration 22Q: 3 clusters Score -8287584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -8287591.500000 Penalty: 5309.644531
	Iteration 23Q: 3 clusters Score -8287592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -8287591.500000 Penalty: 5309.644531
	Iteration 24F: 3 clusters Score -8287592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Entering Unmasked Estep 
Score: -8813780.000000 Penalty: 2669.999023
	Iteration 0F: 2 clusters Score -8813780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -8783654.000000 Penalty: 5339.998047
	Iteration 0F: 3 clusters Score -8783654 nChanged 21833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -8795629.000000 Penalty: 5339.998047
	Iteration 1F: 3 clusters Score -8795629 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -8796180.000000 Penalty: 5339.998047
	Iteration 2Q: 3 clusters Score -8796180 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -8796736.000000 Penalty: 5339.998047
	Iteration 3Q: 3 clusters Score -8796736 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -8797209.000000 Penalty: 5339.998047
	Iteration 4Q: 3 clusters Score -8797209 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -8797853.000000 Penalty: 5339.998047
	Iteration 5Q: 3 clusters Score -8797853 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -8798698.000000 Penalty: 5339.998047
	Iteration 6Q: 3 clusters Score -8798698 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -8799871.000000 Penalty: 5339.998047
	Iteration 7Q: 3 clusters Score -8799871 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -8801774.000000 Penalty: 5339.998047
	Iteration 8F: 3 clusters Score -8801774 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -8804238.000000 Penalty: 5339.998047
	Iteration 9F: 3 clusters Score -8804238 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -8806901.000000 Penalty: 5339.998047
	Iteration 10F: 3 clusters Score -8806901 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -8809287.000000 Penalty: 5339.998047
	Iteration 11F: 3 clusters Score -8809287 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -8810473.000000 Penalty: 5339.998047
	Iteration 12Q: 3 clusters Score -8810473 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -8811016.000000 Penalty: 5339.998047
	Iteration 13Q: 3 clusters Score -8811016 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -8811190.000000 Penalty: 5339.998047
	Iteration 14Q: 3 clusters Score -8811190 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -8811327.000000 Penalty: 5339.998047
	Iteration 15Q: 3 clusters Score -8811327 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -8811392.000000 Penalty: 5339.998047
	Iteration 16Q: 3 clusters Score -8811392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -8811445.000000 Penalty: 5339.998047
	Iteration 17Q: 3 clusters Score -8811445 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -8811456.000000 Penalty: 5339.998047
	Iteration 18Q: 3 clusters Score -8811456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -8811475.000000 Penalty: 5339.998047
	Iteration 19Q: 3 clusters Score -8811475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -8811484.000000 Penalty: 5339.998047
	Iteration 20F: 3 clusters Score -8811484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -8811483.000000 Penalty: 5339.998047
	Iteration 21Q: 3 clusters Score -8811483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -8811504.000000 Penalty: 5339.998047
	Iteration 22Q: 3 clusters Score -8811504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -8811513.000000 Penalty: 5339.998047
	Iteration 23Q: 3 clusters Score -8811513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -8811525.000000 Penalty: 5339.998047
	Iteration 24Q: 3 clusters Score -8811525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -8811534.000000 Penalty: 5339.998047
	Iteration 25Q: 3 clusters Score -8811534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -8811536.000000 Penalty: 5339.998047
	Iteration 26Q: 3 clusters Score -8811536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -8811539.000000 Penalty: 5339.998047
	Iteration 27Q: 3 clusters Score -8811539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -8811546.000000 Penalty: 5339.998047
	Iteration 28Q: 3 clusters Score -8811546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -8811550.000000 Penalty: 5339.998047
	Iteration 29Q: 3 clusters Score -8811550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -8811550.000000 Penalty: 5339.998047
	Iteration 30Q: 3 clusters Score -8811550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -8811552.000000 Penalty: 5339.998047
	Iteration 31Q: 3 clusters Score -8811552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -8811548.000000 Penalty: 5339.998047
	Iteration 32Q: 3 clusters Score -8811548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -8811548.000000 Penalty: 5339.998047
	Iteration 33F: 3 clusters Score -8811548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Entering Unmasked Estep 
Score: -8307358.000000 Penalty: 2656.253662
	Iteration 0F: 2 clusters Score -8307358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -8277794.500000 Penalty: 5312.507324
	Iteration 0F: 3 clusters Score -8277794 nChanged 20602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -8289421.000000 Penalty: 5312.507324
	Iteration 1F: 3 clusters Score -8289421 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -8290060.500000 Penalty: 5312.507324
	Iteration 2Q: 3 clusters Score -8290060 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -8290740.000000 Penalty: 5312.507324
	Iteration 3Q: 3 clusters Score -8290740 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -8291628.500000 Penalty: 5312.507324
	Iteration 4Q: 3 clusters Score -8291628 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -8293034.000000 Penalty: 5312.507324
	Iteration 5F: 3 clusters Score -8293034 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -8295347.000000 Penalty: 5312.507324
	Iteration 6F: 3 clusters Score -8295347 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -8298536.000000 Penalty: 5312.507324
	Iteration 7F: 3 clusters Score -8298536 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -8301594.500000 Penalty: 5312.507324
	Iteration 8F: 3 clusters Score -8301594 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -8303732.500000 Penalty: 5312.507324
	Iteration 9F: 3 clusters Score -8303732 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -8304609.000000 Penalty: 5312.507324
	Iteration 10Q: 3 clusters Score -8304609 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8304878.000000 Penalty: 5312.507324
	Iteration 11Q: 3 clusters Score -8304878 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -8305008.000000 Penalty: 5312.507324
	Iteration 12Q: 3 clusters Score -8305008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -8305067.000000 Penalty: 5312.507324
	Iteration 13Q: 3 clusters Score -8305067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -8305106.500000 Penalty: 5312.507324
	Iteration 14Q: 3 clusters Score -8305106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -8305131.500000 Penalty: 5312.507324
	Iteration 15Q: 3 clusters Score -8305132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -8305160.500000 Penalty: 5312.507324
	Iteration 16Q: 3 clusters Score -8305160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -8305186.000000 Penalty: 5312.507324
	Iteration 17Q: 3 clusters Score -8305186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -8305205.000000 Penalty: 5312.507324
	Iteration 18Q: 3 clusters Score -8305205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -8305206.000000 Penalty: 5312.507324
	Iteration 19Q: 3 clusters Score -8305206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -8305206.000000 Penalty: 5312.507324
	Iteration 20F: 3 clusters Score -8305206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -8305209.000000 Penalty: 5312.507324
	Iteration 21Q: 3 clusters Score -8305209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -8305208.000000 Penalty: 5312.507324
	Iteration 22Q: 3 clusters Score -8305208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -8305213.500000 Penalty: 5312.507324
	Iteration 23Q: 3 clusters Score -8305214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -8305219.500000 Penalty: 5312.507324
	Iteration 24Q: 3 clusters Score -8305220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -8305219.500000 Penalty: 5312.507324
	Iteration 25F: 3 clusters Score -8305220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -181842.593750 Penalty: 1723.564331
	Iteration 0F: 2 clusters Score -181842.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -179883.656250 Penalty: 3447.128662
	Iteration 0F: 3 clusters Score -179883.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -180207.109375 Penalty: 3447.128662
	Iteration 1F: 3 clusters Score -180207.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -180333.203125 Penalty: 3447.128662
	Iteration 2F: 3 clusters Score -180333.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -180404.796875 Penalty: 3447.128662
	Iteration 3Q: 3 clusters Score -180404.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -180471.953125 Penalty: 3447.128662
	Iteration 4Q: 3 clusters Score -180472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -180534.000000 Penalty: 3447.128662
	Iteration 5Q: 3 clusters Score -180534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -180610.921875 Penalty: 3447.128662
	Iteration 6Q: 3 clusters Score -180610.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -180693.687500 Penalty: 3447.128662
	Iteration 7Q: 3 clusters Score -180693.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -180765.171875 Penalty: 3447.128662
	Iteration 8Q: 3 clusters Score -180765.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -180852.609375 Penalty: 3447.128662
	Iteration 9Q: 3 clusters Score -180852.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -180938.359375 Penalty: 3447.128662
	Iteration 10Q: 3 clusters Score -180938.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -181064.484375 Penalty: 3447.128662
	Iteration 11Q: 3 clusters Score -181064.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -181195.359375 Penalty: 3447.128662
	Iteration 12Q: 3 clusters Score -181195.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -181338.453125 Penalty: 3447.128662
	Iteration 13Q: 3 clusters Score -181338.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -181434.875000 Penalty: 3447.128662
	Iteration 14Q: 3 clusters Score -181434.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -181495.312500 Penalty: 3447.128662
	Iteration 15Q: 3 clusters Score -181495.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -181546.609375 Penalty: 3447.128662
	Iteration 16Q: 3 clusters Score -181546.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -181587.406250 Penalty: 3447.128662
	Iteration 17Q: 3 clusters Score -181587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -181631.109375 Penalty: 3447.128662
	Iteration 18Q: 3 clusters Score -181631.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -181694.000000 Penalty: 3447.128662
	Iteration 19Q: 3 clusters Score -181694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -181764.781250 Penalty: 3447.128662
	Iteration 20F: 3 clusters Score -181764.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -181789.765625 Penalty: 3447.128662
	Iteration 21Q: 3 clusters Score -181789.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -181789.765625 Penalty: 3447.128662
	Iteration 22F: 3 clusters Score -181789.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -84453.687500 Penalty: 1561.225952
	Iteration 0F: 2 clusters Score -84453.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -83033.531250 Penalty: 3122.451904
	Iteration 0F: 3 clusters Score -83033.53 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83416.000000 Penalty: 3122.451904
	Iteration 1F: 3 clusters Score -83416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -83570.023438 Penalty: 3122.451904
	Iteration 2F: 3 clusters Score -83570.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -83662.140625 Penalty: 3122.451904
	Iteration 3Q: 3 clusters Score -83662.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -83702.445312 Penalty: 3122.451904
	Iteration 4Q: 3 clusters Score -83702.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -83721.765625 Penalty: 3122.451904
	Iteration 5Q: 3 clusters Score -83721.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83724.640625 Penalty: 3122.451904
	Iteration 6Q: 3 clusters Score -83724.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -83724.640625 Penalty: 3122.451904
	Iteration 7F: 3 clusters Score -83724.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Entering Unmasked Estep 
Score: -8423927.000000 Penalty: 2659.096924
	Iteration 0F: 2 clusters Score -8423927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -8394700.000000 Penalty: 5318.193848
	Iteration 0F: 3 clusters Score -8394700 nChanged 20845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -8406146.000000 Penalty: 5318.193848
	Iteration 1F: 3 clusters Score -8406146 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -8406610.000000 Penalty: 5318.193848
	Iteration 2Q: 3 clusters Score -8406610 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -8407050.000000 Penalty: 5318.193848
	Iteration 3Q: 3 clusters Score -8407050 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -8407421.000000 Penalty: 5318.193848
	Iteration 4Q: 3 clusters Score -8407421 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -8407796.000000 Penalty: 5318.193848
	Iteration 5Q: 3 clusters Score -8407796 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -8408172.000000 Penalty: 5318.193848
	Iteration 6Q: 3 clusters Score -8408172 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -8408705.000000 Penalty: 5318.193848
	Iteration 7Q: 3 clusters Score -8408705 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -8409408.000000 Penalty: 5318.193848
	Iteration 8Q: 3 clusters Score -8409408 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -8410438.000000 Penalty: 5318.193848
	Iteration 9Q: 3 clusters Score -8410438 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -8412074.000000 Penalty: 5318.193848
	Iteration 10F: 3 clusters Score -8412074 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -8414338.000000 Penalty: 5318.193848
	Iteration 11F: 3 clusters Score -8414338 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -8416950.000000 Penalty: 5318.193848
	Iteration 12F: 3 clusters Score -8416950 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -8419204.000000 Penalty: 5318.193848
	Iteration 13F: 3 clusters Score -8419204 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8420621.000000 Penalty: 5318.193848
	Iteration 14Q: 3 clusters Score -8420621 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8421241.000000 Penalty: 5318.193848
	Iteration 15Q: 3 clusters Score -8421241 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8421500.000000 Penalty: 5318.193848
	Iteration 16Q: 3 clusters Score -8421500 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8421586.000000 Penalty: 5318.193848
	Iteration 17Q: 3 clusters Score -8421586 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8421619.000000 Penalty: 5318.193848
	Iteration 18Q: 3 clusters Score -8421619 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8421677.000000 Penalty: 5318.193848
	Iteration 19Q: 3 clusters Score -8421677 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8421680.000000 Penalty: 5318.193848
	Iteration 20F: 3 clusters Score -8421680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8421706.000000 Penalty: 5318.193848
	Iteration 21Q: 3 clusters Score -8421706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8421715.000000 Penalty: 5318.193848
	Iteration 22Q: 3 clusters Score -8421715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8421716.000000 Penalty: 5318.193848
	Iteration 23Q: 3 clusters Score -8421716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8421737.000000 Penalty: 5318.193848
	Iteration 24Q: 3 clusters Score -8421737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8421743.000000 Penalty: 5318.193848
	Iteration 25Q: 3 clusters Score -8421743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8421751.000000 Penalty: 5318.193848
	Iteration 26Q: 3 clusters Score -8421751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8421753.000000 Penalty: 5318.193848
	Iteration 27Q: 3 clusters Score -8421753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8421748.000000 Penalty: 5318.193848
	Iteration 28Q: 3 clusters Score -8421748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8421752.000000 Penalty: 5318.193848
	Iteration 29Q: 3 clusters Score -8421752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8421770.000000 Penalty: 5318.193848
	Iteration 30Q: 3 clusters Score -8421770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8421764.000000 Penalty: 5318.193848
	Iteration 31Q: 3 clusters Score -8421764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8421772.000000 Penalty: 5318.193848
	Iteration 32Q: 3 clusters Score -8421772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8421766.000000 Penalty: 5318.193848
	Iteration 33Q: 3 clusters Score -8421766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8421776.000000 Penalty: 5318.193848
	Iteration 34Q: 3 clusters Score -8421776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8421776.000000 Penalty: 5318.193848
	Iteration 35F: 3 clusters Score -8421776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Entering Unmasked Estep 
Score: -7087438.500000 Penalty: 2617.505615
	Iteration 0F: 2 clusters Score -7087438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -7061500.500000 Penalty: 5235.011230
	Iteration 0F: 3 clusters Score -7061500 nChanged 17587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -7070859.000000 Penalty: 5235.011230
	Iteration 1F: 3 clusters Score -7070859 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -7071265.000000 Penalty: 5235.011230
	Iteration 2Q: 3 clusters Score -7071265 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -7071605.000000 Penalty: 5235.011230
	Iteration 3Q: 3 clusters Score -7071605 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -7072025.000000 Penalty: 5235.011230
	Iteration 4Q: 3 clusters Score -7072025 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -7072601.000000 Penalty: 5235.011230
	Iteration 5Q: 3 clusters Score -7072601 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -7073459.500000 Penalty: 5235.011230
	Iteration 6Q: 3 clusters Score -7073460 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -7074947.500000 Penalty: 5235.011230
	Iteration 7F: 3 clusters Score -7074948 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -7077260.000000 Penalty: 5235.011230
	Iteration 8F: 3 clusters Score -7077260 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -7080230.000000 Penalty: 5235.011230
	Iteration 9F: 3 clusters Score -7080230 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -7082835.500000 Penalty: 5235.011230
	Iteration 10F: 3 clusters Score -7082836 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -7084283.500000 Penalty: 5235.011230
	Iteration 11Q: 3 clusters Score -7084284 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -7085056.000000 Penalty: 5235.011230
	Iteration 12Q: 3 clusters Score -7085056 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -7085406.000000 Penalty: 5235.011230
	Iteration 13Q: 3 clusters Score -7085406 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -7085596.000000 Penalty: 5235.011230
	Iteration 14Q: 3 clusters Score -7085596 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -7085722.500000 Penalty: 5235.011230
	Iteration 15Q: 3 clusters Score -7085722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -7085809.000000 Penalty: 5235.011230
	Iteration 16Q: 3 clusters Score -7085809 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -7085876.000000 Penalty: 5235.011230
	Iteration 17Q: 3 clusters Score -7085876 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -7085904.500000 Penalty: 5235.011230
	Iteration 18Q: 3 clusters Score -7085904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -7085918.000000 Penalty: 5235.011230
	Iteration 19Q: 3 clusters Score -7085918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -7085936.500000 Penalty: 5235.011230
	Iteration 20F: 3 clusters Score -7085936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -7085940.500000 Penalty: 5235.011230
	Iteration 21Q: 3 clusters Score -7085940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -7085949.000000 Penalty: 5235.011230
	Iteration 22Q: 3 clusters Score -7085949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -7085953.000000 Penalty: 5235.011230
	Iteration 23Q: 3 clusters Score -7085953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -7085945.500000 Penalty: 5235.011230
	Iteration 24Q: 3 clusters Score -7085946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -7085944.000000 Penalty: 5235.011230
	Iteration 25Q: 3 clusters Score -7085944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -7085951.500000 Penalty: 5235.011230
	Iteration 26Q: 3 clusters Score -7085952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -7085951.000000 Penalty: 5235.011230
	Iteration 27Q: 3 clusters Score -7085951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -7085956.500000 Penalty: 5235.011230
	Iteration 28Q: 3 clusters Score -7085956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -7085949.500000 Penalty: 5235.011230
	Iteration 29Q: 3 clusters Score -7085950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -7085957.500000 Penalty: 5235.011230
	Iteration 30Q: 3 clusters Score -7085958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -7085956.000000 Penalty: 5235.011230
	Iteration 31Q: 3 clusters Score -7085956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -7085959.000000 Penalty: 5235.011230
	Iteration 32Q: 3 clusters Score -7085959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -7085955.000000 Penalty: 5235.011230
	Iteration 33Q: 3 clusters Score -7085955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -7085961.500000 Penalty: 5235.011230
	Iteration 34Q: 3 clusters Score -7085962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -7085966.000000 Penalty: 5235.011230
	Iteration 35Q: 3 clusters Score -7085966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 37280 members 
Entering Unmasked Estep 
Score: -7085978.000000 Penalty: 5235.011230
	Iteration 36Q: 3 clusters Score -7085978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -7085978.000000 Penalty: 5235.011230
	Iteration 37Q: 3 clusters Score -7085978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -7085979.000000 Penalty: 5235.011230
	Iteration 38Q: 3 clusters Score -7085979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -7085979.000000 Penalty: 5235.011230
	Iteration 39Q: 3 clusters Score -7085979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -7085977.500000 Penalty: 5235.011230
	Iteration 40F: 3 clusters Score -7085978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -7085981.500000 Penalty: 5235.011230
	Iteration 41Q: 3 clusters Score -7085982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -7085981.000000 Penalty: 5235.011230
	Iteration 42Q: 3 clusters Score -7085981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -7085990.000000 Penalty: 5235.011230
	Iteration 43Q: 3 clusters Score -7085990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -7085992.500000 Penalty: 5235.011230
	Iteration 44Q: 3 clusters Score -7085992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -7085992.500000 Penalty: 5235.011230
	Iteration 45F: 3 clusters Score -7085992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -19387.011719 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -19387.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18314.310547 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -18314.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18495.748047 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -18495.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18539.185547 Penalty: 2724.558594
	Iteration 2F: 3 clusters Score -18539.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18550.308594 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -18550.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18566.210938 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -18566.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18573.755859 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -18573.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18579.968750 Penalty: 2724.558594
	Iteration 6Q: 3 clusters Score -18579.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -18585.453125 Penalty: 2724.558594
	Iteration 7Q: 3 clusters Score -18585.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18601.539062 Penalty: 2724.558594
	Iteration 8Q: 3 clusters Score -18601.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18608.664062 Penalty: 2724.558594
	Iteration 9Q: 3 clusters Score -18608.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18608.664062 Penalty: 2724.558594
	Iteration 10F: 3 clusters Score -18608.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -118591.078125 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -118591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -116854.203125 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -116854.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117504.164062 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -117504.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117781.265625 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -117781.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -117954.539062 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -117954.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -118053.375000 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -118053.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -118135.992188 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -118136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118191.109375 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -118191.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -118248.726562 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -118248.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -118298.656250 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -118298.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -118377.140625 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -118377.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118424.414062 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -118424.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118457.226562 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -118457.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118494.828125 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -118494.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118516.960938 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -118517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118545.054688 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -118545.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -118566.250000 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -118566.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -118590.070312 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -118590.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -118595.273438 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -118595.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -118601.500000 Penalty: 3369.559082
	Iteration 18Q: 3 clusters Score -118601.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -118609.484375 Penalty: 3369.559082
	Iteration 19Q: 3 clusters Score -118609.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -118611.203125 Penalty: 3369.559082
	Iteration 20F: 3 clusters Score -118611.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118615.289062 Penalty: 3369.559082
	Iteration 21Q: 3 clusters Score -118615.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118615.289062 Penalty: 3369.559082
	Iteration 22F: 3 clusters Score -118615.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 41322 members 
Mstep: Class 3 contains 42370 members 
Mstep: Class 4 contains 47066 members 
Mstep: Class 5 contains 44575 members 
Mstep: Class 6 contains 47388 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 1043 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45350 members 
Mstep: Class 11 contains 38348 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 447 members 
Mstep: Class 14 contains 42391 members 
Mstep: Class 15 contains 42724 members 
Mstep: Class 16 contains 3249 members 
Mstep: Class 17 contains 45264 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41213 members 
Mstep: Class 21 contains 30677 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46597 members 
Mstep: Class 24 contains 41050 members 
Mstep: Class 25 contains 445 members 
Entering Unmasked Estep 
Score: -126932536.000000 Penalty: 83433.343750
Splitting cluster 13 changes total score from -126934272.000000 to -126932536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (42391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Entering Unmasked Estep 
Score: -7840778.000000 Penalty: 2642.363525
	Iteration 0F: 2 clusters Score -7840778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -7812195.500000 Penalty: 5284.727051
	Iteration 0F: 3 clusters Score -7812196 nChanged 19490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -7822863.000000 Penalty: 5284.727051
	Iteration 1F: 3 clusters Score -7822863 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -7823310.500000 Penalty: 5284.727051
	Iteration 2Q: 3 clusters Score -7823310 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -7823712.500000 Penalty: 5284.727051
	Iteration 3Q: 3 clusters Score -7823712 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -7824178.000000 Penalty: 5284.727051
	Iteration 4Q: 3 clusters Score -7824178 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -7824748.500000 Penalty: 5284.727051
	Iteration 5Q: 3 clusters Score -7824748 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -7825603.500000 Penalty: 5284.727051
	Iteration 6Q: 3 clusters Score -7825604 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -7827082.000000 Penalty: 5284.727051
	Iteration 7F: 3 clusters Score -7827082 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -7829156.500000 Penalty: 5284.727051
	Iteration 8F: 3 clusters Score -7829156 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -7831826.500000 Penalty: 5284.727051
	Iteration 9F: 3 clusters Score -7831826 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -7834674.500000 Penalty: 5284.727051
	Iteration 10F: 3 clusters Score -7834674 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -7837058.000000 Penalty: 5284.727051
	Iteration 11F: 3 clusters Score -7837058 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -7838445.500000 Penalty: 5284.727051
	Iteration 12Q: 3 clusters Score -7838446 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -7838879.000000 Penalty: 5284.727051
	Iteration 13Q: 3 clusters Score -7838879 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -7839058.000000 Penalty: 5284.727051
	Iteration 14Q: 3 clusters Score -7839058 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -7839183.000000 Penalty: 5284.727051
	Iteration 15Q: 3 clusters Score -7839183 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -7839224.500000 Penalty: 5284.727051
	Iteration 16Q: 3 clusters Score -7839224 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -7839251.500000 Penalty: 5284.727051
	Iteration 17Q: 3 clusters Score -7839252 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -7839290.500000 Penalty: 5284.727051
	Iteration 18Q: 3 clusters Score -7839290 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -7839303.500000 Penalty: 5284.727051
	Iteration 19Q: 3 clusters Score -7839304 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -7839354.000000 Penalty: 5284.727051
	Iteration 20F: 3 clusters Score -7839354 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -7839341.500000 Penalty: 5284.727051
	Iteration 21Q: 3 clusters Score -7839342 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -7839369.500000 Penalty: 5284.727051
	Iteration 22Q: 3 clusters Score -7839370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -7839403.000000 Penalty: 5284.727051
	Iteration 23Q: 3 clusters Score -7839403 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -7839414.500000 Penalty: 5284.727051
	Iteration 24Q: 3 clusters Score -7839414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -7839440.000000 Penalty: 5284.727051
	Iteration 25Q: 3 clusters Score -7839440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -7839449.000000 Penalty: 5284.727051
	Iteration 26Q: 3 clusters Score -7839449 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -7839452.500000 Penalty: 5284.727051
	Iteration 27Q: 3 clusters Score -7839452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -7839474.500000 Penalty: 5284.727051
	Iteration 28Q: 3 clusters Score -7839474 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -7839472.500000 Penalty: 5284.727051
	Iteration 29Q: 3 clusters Score -7839472 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7839489.000000 Penalty: 5284.727051
	Iteration 30Q: 3 clusters Score -7839489 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -7839490.000000 Penalty: 5284.727051
	Iteration 31Q: 3 clusters Score -7839490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7839506.000000 Penalty: 5284.727051
	Iteration 32Q: 3 clusters Score -7839506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7839519.000000 Penalty: 5284.727051
	Iteration 33Q: 3 clusters Score -7839519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -7839498.000000 Penalty: 5284.727051
	Iteration 34Q: 3 clusters Score -7839498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -7839511.500000 Penalty: 5284.727051
	Iteration 35Q: 3 clusters Score -7839512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -7839525.500000 Penalty: 5284.727051
	Iteration 36Q: 3 clusters Score -7839526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7839501.000000 Penalty: 5284.727051
	Iteration 37Q: 3 clusters Score -7839501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -7839503.500000 Penalty: 5284.727051
	Iteration 38Q: 3 clusters Score -7839504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -7839510.500000 Penalty: 5284.727051
	Iteration 39Q: 3 clusters Score -7839510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -7839506.000000 Penalty: 5284.727051
	Iteration 40F: 3 clusters Score -7839506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -7839508.500000 Penalty: 5284.727051
	Iteration 41Q: 3 clusters Score -7839508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -7839505.000000 Penalty: 5284.727051
	Iteration 42Q: 3 clusters Score -7839505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -7839511.500000 Penalty: 5284.727051
	Iteration 43Q: 3 clusters Score -7839512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -7839517.000000 Penalty: 5284.727051
	Iteration 44Q: 3 clusters Score -7839517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7839529.500000 Penalty: 5284.727051
	Iteration 45Q: 3 clusters Score -7839530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7839528.500000 Penalty: 5284.727051
	Iteration 46Q: 3 clusters Score -7839528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7839527.500000 Penalty: 5284.727051
	Iteration 47Q: 3 clusters Score -7839528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -7839534.000000 Penalty: 5284.727051
	Iteration 48Q: 3 clusters Score -7839534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -7839529.000000 Penalty: 5284.727051
	Iteration 49Q: 3 clusters Score -7839529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7839530.500000 Penalty: 5284.727051
	Iteration 50Q: 3 clusters Score -7839530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -7839534.500000 Penalty: 5284.727051
	Iteration 51Q: 3 clusters Score -7839534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -7839539.500000 Penalty: 5284.727051
	Iteration 52Q: 3 clusters Score -7839540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -7839538.500000 Penalty: 5284.727051
	Iteration 53Q: 3 clusters Score -7839538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -7839532.500000 Penalty: 5284.727051
	Iteration 54Q: 3 clusters Score -7839532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -7839545.000000 Penalty: 5284.727051
	Iteration 55Q: 3 clusters Score -7839545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7839548.000000 Penalty: 5284.727051
	Iteration 56Q: 3 clusters Score -7839548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7839553.500000 Penalty: 5284.727051
	Iteration 57Q: 3 clusters Score -7839554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7839557.500000 Penalty: 5284.727051
	Iteration 58Q: 3 clusters Score -7839558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7839551.000000 Penalty: 5284.727051
	Iteration 59Q: 3 clusters Score -7839551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7839544.000000 Penalty: 5284.727051
	Iteration 60F: 3 clusters Score -7839544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -7839541.000000 Penalty: 5284.727051
	Iteration 61Q: 3 clusters Score -7839541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7839537.000000 Penalty: 5284.727051
	Iteration 62Q: 3 clusters Score -7839537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -7839536.000000 Penalty: 5284.727051
	Iteration 63Q: 3 clusters Score -7839536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -7839534.500000 Penalty: 5284.727051
	Iteration 64Q: 3 clusters Score -7839534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -7839532.500000 Penalty: 5284.727051
	Iteration 65Q: 3 clusters Score -7839532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7839525.000000 Penalty: 5284.727051
	Iteration 66Q: 3 clusters Score -7839525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7839519.000000 Penalty: 5284.727051
	Iteration 67Q: 3 clusters Score -7839519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7839515.500000 Penalty: 5284.727051
	Iteration 68Q: 3 clusters Score -7839516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -7839520.500000 Penalty: 5284.727051
	Iteration 69Q: 3 clusters Score -7839520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -7839524.500000 Penalty: 5284.727051
	Iteration 70Q: 3 clusters Score -7839524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -7839526.500000 Penalty: 5284.727051
	Iteration 71Q: 3 clusters Score -7839526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7839522.500000 Penalty: 5284.727051
	Iteration 72Q: 3 clusters Score -7839522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -7839527.500000 Penalty: 5284.727051
	Iteration 73Q: 3 clusters Score -7839528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7839522.500000 Penalty: 5284.727051
	Iteration 74Q: 3 clusters Score -7839522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -7839518.500000 Penalty: 5284.727051
	Iteration 75Q: 3 clusters Score -7839518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -7839522.500000 Penalty: 5284.727051
	Iteration 76Q: 3 clusters Score -7839522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -7839525.500000 Penalty: 5284.727051
	Iteration 77Q: 3 clusters Score -7839526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7839524.000000 Penalty: 5284.727051
	Iteration 78Q: 3 clusters Score -7839524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -7839526.500000 Penalty: 5284.727051
	Iteration 79Q: 3 clusters Score -7839526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -7839523.000000 Penalty: 5284.727051
	Iteration 80F: 3 clusters Score -7839523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Entering Unmasked Estep 
Score: -7948596.000000 Penalty: 2644.303955
	Iteration 0F: 2 clusters Score -7948596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -7920556.000000 Penalty: 5288.607910
	Iteration 0F: 3 clusters Score -7920556 nChanged 19492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -7931402.000000 Penalty: 5288.607910
	Iteration 1F: 3 clusters Score -7931402 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -7931932.000000 Penalty: 5288.607910
	Iteration 2Q: 3 clusters Score -7931932 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -7932468.000000 Penalty: 5288.607910
	Iteration 3Q: 3 clusters Score -7932468 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -7933070.500000 Penalty: 5288.607910
	Iteration 4Q: 3 clusters Score -7933070 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -7933792.500000 Penalty: 5288.607910
	Iteration 5Q: 3 clusters Score -7933792 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -7934657.000000 Penalty: 5288.607910
	Iteration 6Q: 3 clusters Score -7934657 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -7935794.000000 Penalty: 5288.607910
	Iteration 7Q: 3 clusters Score -7935794 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -7937284.000000 Penalty: 5288.607910
	Iteration 8F: 3 clusters Score -7937284 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -7938849.000000 Penalty: 5288.607910
	Iteration 9F: 3 clusters Score -7938849 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -7939981.500000 Penalty: 5288.607910
	Iteration 10Q: 3 clusters Score -7939982 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -7940516.000000 Penalty: 5288.607910
	Iteration 11Q: 3 clusters Score -7940516 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -7940747.500000 Penalty: 5288.607910
	Iteration 12Q: 3 clusters Score -7940748 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -7940862.000000 Penalty: 5288.607910
	Iteration 13Q: 3 clusters Score -7940862 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -7940931.500000 Penalty: 5288.607910
	Iteration 14Q: 3 clusters Score -7940932 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -7941015.500000 Penalty: 5288.607910
	Iteration 15Q: 3 clusters Score -7941016 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -7941068.500000 Penalty: 5288.607910
	Iteration 16Q: 3 clusters Score -7941068 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -7941109.000000 Penalty: 5288.607910
	Iteration 17Q: 3 clusters Score -7941109 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -7941142.500000 Penalty: 5288.607910
	Iteration 18Q: 3 clusters Score -7941142 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -7941235.000000 Penalty: 5288.607910
	Iteration 19Q: 3 clusters Score -7941235 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -7941320.000000 Penalty: 5288.607910
	Iteration 20F: 3 clusters Score -7941320 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -7941409.000000 Penalty: 5288.607910
	Iteration 21Q: 3 clusters Score -7941409 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -7941461.000000 Penalty: 5288.607910
	Iteration 22Q: 3 clusters Score -7941461 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -7941567.500000 Penalty: 5288.607910
	Iteration 23Q: 3 clusters Score -7941568 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -7941639.000000 Penalty: 5288.607910
	Iteration 24Q: 3 clusters Score -7941639 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -7941747.500000 Penalty: 5288.607910
	Iteration 25Q: 3 clusters Score -7941748 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -7941837.500000 Penalty: 5288.607910
	Iteration 26Q: 3 clusters Score -7941838 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -7941909.000000 Penalty: 5288.607910
	Iteration 27Q: 3 clusters Score -7941909 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -7941983.500000 Penalty: 5288.607910
	Iteration 28Q: 3 clusters Score -7941984 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -7942076.500000 Penalty: 5288.607910
	Iteration 29Q: 3 clusters Score -7942076 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -7942156.000000 Penalty: 5288.607910
	Iteration 30Q: 3 clusters Score -7942156 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -7942211.500000 Penalty: 5288.607910
	Iteration 31Q: 3 clusters Score -7942212 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -7942288.500000 Penalty: 5288.607910
	Iteration 32Q: 3 clusters Score -7942288 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -7942410.500000 Penalty: 5288.607910
	Iteration 33Q: 3 clusters Score -7942410 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -7942461.000000 Penalty: 5288.607910
	Iteration 34Q: 3 clusters Score -7942461 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -7942510.000000 Penalty: 5288.607910
	Iteration 35Q: 3 clusters Score -7942510 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -7942584.000000 Penalty: 5288.607910
	Iteration 36Q: 3 clusters Score -7942584 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -7942631.000000 Penalty: 5288.607910
	Iteration 37Q: 3 clusters Score -7942631 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -7942700.000000 Penalty: 5288.607910
	Iteration 38Q: 3 clusters Score -7942700 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -7942734.500000 Penalty: 5288.607910
	Iteration 39Q: 3 clusters Score -7942734 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -7942762.500000 Penalty: 5288.607910
	Iteration 40F: 3 clusters Score -7942762 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -7942815.500000 Penalty: 5288.607910
	Iteration 41Q: 3 clusters Score -7942816 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -7942882.500000 Penalty: 5288.607910
	Iteration 42Q: 3 clusters Score -7942882 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -7942937.000000 Penalty: 5288.607910
	Iteration 43Q: 3 clusters Score -7942937 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -7943018.500000 Penalty: 5288.607910
	Iteration 44Q: 3 clusters Score -7943018 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -7943112.500000 Penalty: 5288.607910
	Iteration 45Q: 3 clusters Score -7943112 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -7943154.500000 Penalty: 5288.607910
	Iteration 46Q: 3 clusters Score -7943154 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -7943206.500000 Penalty: 5288.607910
	Iteration 47Q: 3 clusters Score -7943206 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -7943280.000000 Penalty: 5288.607910
	Iteration 48Q: 3 clusters Score -7943280 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -7943357.500000 Penalty: 5288.607910
	Iteration 49Q: 3 clusters Score -7943358 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -7943431.000000 Penalty: 5288.607910
	Iteration 50Q: 3 clusters Score -7943431 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -7943467.000000 Penalty: 5288.607910
	Iteration 51Q: 3 clusters Score -7943467 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -7943596.000000 Penalty: 5288.607910
	Iteration 52Q: 3 clusters Score -7943596 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -7943724.000000 Penalty: 5288.607910
	Iteration 53Q: 3 clusters Score -7943724 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -7943841.500000 Penalty: 5288.607910
	Iteration 54Q: 3 clusters Score -7943842 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -7944014.000000 Penalty: 5288.607910
	Iteration 55Q: 3 clusters Score -7944014 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -7944114.500000 Penalty: 5288.607910
	Iteration 56Q: 3 clusters Score -7944114 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -7944235.000000 Penalty: 5288.607910
	Iteration 57Q: 3 clusters Score -7944235 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -7944357.500000 Penalty: 5288.607910
	Iteration 58Q: 3 clusters Score -7944358 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -7944525.500000 Penalty: 5288.607910
	Iteration 59Q: 3 clusters Score -7944526 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -7944684.000000 Penalty: 5288.607910
	Iteration 60F: 3 clusters Score -7944684 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -7944884.000000 Penalty: 5288.607910
	Iteration 61Q: 3 clusters Score -7944884 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -7945035.000000 Penalty: 5288.607910
	Iteration 62Q: 3 clusters Score -7945035 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -7945152.500000 Penalty: 5288.607910
	Iteration 63Q: 3 clusters Score -7945152 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -7945306.000000 Penalty: 5288.607910
	Iteration 64Q: 3 clusters Score -7945306 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -7945457.000000 Penalty: 5288.607910
	Iteration 65Q: 3 clusters Score -7945457 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -7945578.500000 Penalty: 5288.607910
	Iteration 66Q: 3 clusters Score -7945578 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -7945682.000000 Penalty: 5288.607910
	Iteration 67Q: 3 clusters Score -7945682 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -7945768.500000 Penalty: 5288.607910
	Iteration 68Q: 3 clusters Score -7945768 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -7945809.000000 Penalty: 5288.607910
	Iteration 69Q: 3 clusters Score -7945809 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -7945846.500000 Penalty: 5288.607910
	Iteration 70Q: 3 clusters Score -7945846 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -7945898.000000 Penalty: 5288.607910
	Iteration 71Q: 3 clusters Score -7945898 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -7945932.500000 Penalty: 5288.607910
	Iteration 72Q: 3 clusters Score -7945932 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -7945987.000000 Penalty: 5288.607910
	Iteration 73Q: 3 clusters Score -7945987 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -7946047.500000 Penalty: 5288.607910
	Iteration 74Q: 3 clusters Score -7946048 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -7946090.000000 Penalty: 5288.607910
	Iteration 75Q: 3 clusters Score -7946090 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -7946139.000000 Penalty: 5288.607910
	Iteration 76Q: 3 clusters Score -7946139 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -7946198.000000 Penalty: 5288.607910
	Iteration 77Q: 3 clusters Score -7946198 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -7946233.500000 Penalty: 5288.607910
	Iteration 78Q: 3 clusters Score -7946234 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -7946268.500000 Penalty: 5288.607910
	Iteration 79Q: 3 clusters Score -7946268 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -7946322.000000 Penalty: 5288.607910
	Iteration 80F: 3 clusters Score -7946322 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -7946386.000000 Penalty: 5288.607910
	Iteration 81Q: 3 clusters Score -7946386 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -7946401.500000 Penalty: 5288.607910
	Iteration 82Q: 3 clusters Score -7946402 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -7946439.000000 Penalty: 5288.607910
	Iteration 83Q: 3 clusters Score -7946439 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -7946471.000000 Penalty: 5288.607910
	Iteration 84Q: 3 clusters Score -7946471 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -7946502.500000 Penalty: 5288.607910
	Iteration 85Q: 3 clusters Score -7946502 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -7946519.000000 Penalty: 5288.607910
	Iteration 86Q: 3 clusters Score -7946519 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -7946535.500000 Penalty: 5288.607910
	Iteration 87Q: 3 clusters Score -7946536 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7946570.500000 Penalty: 5288.607910
	Iteration 88Q: 3 clusters Score -7946570 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -7946574.500000 Penalty: 5288.607910
	Iteration 89Q: 3 clusters Score -7946574 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -7946591.500000 Penalty: 5288.607910
	Iteration 90Q: 3 clusters Score -7946592 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -7946649.000000 Penalty: 5288.607910
	Iteration 91Q: 3 clusters Score -7946649 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -7946679.500000 Penalty: 5288.607910
	Iteration 92Q: 3 clusters Score -7946680 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7946692.500000 Penalty: 5288.607910
	Iteration 93Q: 3 clusters Score -7946692 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7946732.000000 Penalty: 5288.607910
	Iteration 94Q: 3 clusters Score -7946732 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7946772.500000 Penalty: 5288.607910
	Iteration 95Q: 3 clusters Score -7946772 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7946759.500000 Penalty: 5288.607910
	Iteration 96Q: 3 clusters Score -7946760 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7946759.000000 Penalty: 5288.607910
	Iteration 97Q: 3 clusters Score -7946759 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7946775.000000 Penalty: 5288.607910
	Iteration 98Q: 3 clusters Score -7946775 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7946800.500000 Penalty: 5288.607910
	Iteration 99Q: 3 clusters Score -7946800 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7946805.500000 Penalty: 5288.607910
	Iteration 100F: 3 clusters Score -7946806 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -7946812.000000 Penalty: 5288.607910
	Iteration 101Q: 3 clusters Score -7946812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7946830.500000 Penalty: 5288.607910
	Iteration 102Q: 3 clusters Score -7946830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7946811.000000 Penalty: 5288.607910
	Iteration 103Q: 3 clusters Score -7946811 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7946842.000000 Penalty: 5288.607910
	Iteration 104Q: 3 clusters Score -7946842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7946852.000000 Penalty: 5288.607910
	Iteration 105Q: 3 clusters Score -7946852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7946849.000000 Penalty: 5288.607910
	Iteration 106Q: 3 clusters Score -7946849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7946846.000000 Penalty: 5288.607910
	Iteration 107Q: 3 clusters Score -7946846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7946854.000000 Penalty: 5288.607910
	Iteration 108Q: 3 clusters Score -7946854 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7946844.500000 Penalty: 5288.607910
	Iteration 109Q: 3 clusters Score -7946844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7946832.000000 Penalty: 5288.607910
	Iteration 110Q: 3 clusters Score -7946832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -7946814.500000 Penalty: 5288.607910
	Iteration 111Q: 3 clusters Score -7946814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7946817.500000 Penalty: 5288.607910
	Iteration 112Q: 3 clusters Score -7946818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7946813.000000 Penalty: 5288.607910
	Iteration 113Q: 3 clusters Score -7946813 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7946815.500000 Penalty: 5288.607910
	Iteration 114Q: 3 clusters Score -7946816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7946810.500000 Penalty: 5288.607910
	Iteration 115Q: 3 clusters Score -7946810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7946812.500000 Penalty: 5288.607910
	Iteration 116Q: 3 clusters Score -7946812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7946810.000000 Penalty: 5288.607910
	Iteration 117Q: 3 clusters Score -7946810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7946807.500000 Penalty: 5288.607910
	Iteration 118Q: 3 clusters Score -7946808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7946812.500000 Penalty: 5288.607910
	Iteration 119Q: 3 clusters Score -7946812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7946813.000000 Penalty: 5288.607910
	Iteration 120F: 3 clusters Score -7946813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7946805.500000 Penalty: 5288.607910
	Iteration 121Q: 3 clusters Score -7946806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7946799.000000 Penalty: 5288.607910
	Iteration 122Q: 3 clusters Score -7946799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7946799.000000 Penalty: 5288.607910
	Iteration 123Q: 3 clusters Score -7946799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7946804.000000 Penalty: 5288.607910
	Iteration 124Q: 3 clusters Score -7946804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7946796.500000 Penalty: 5288.607910
	Iteration 125Q: 3 clusters Score -7946796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7946789.500000 Penalty: 5288.607910
	Iteration 126Q: 3 clusters Score -7946790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -7946798.000000 Penalty: 5288.607910
	Iteration 127Q: 3 clusters Score -7946798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7946798.000000 Penalty: 5288.607910
	Iteration 128Q: 3 clusters Score -7946798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7946798.000000 Penalty: 5288.607910
	Iteration 129F: 3 clusters Score -7946798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Entering Unmasked Estep 
Score: -595455.937500 Penalty: 2005.353394
	Iteration 0F: 2 clusters Score -595455.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -592009.125000 Penalty: 4010.706787
	Iteration 0F: 3 clusters Score -592009.1 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -592695.187500 Penalty: 4010.706787
	Iteration 1F: 3 clusters Score -592695.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -592838.562500 Penalty: 4010.706787
	Iteration 2F: 3 clusters Score -592838.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -592927.812500 Penalty: 4010.706787
	Iteration 3Q: 3 clusters Score -592927.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -592979.750000 Penalty: 4010.706787
	Iteration 4Q: 3 clusters Score -592979.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -593014.500000 Penalty: 4010.706787
	Iteration 5Q: 3 clusters Score -593014.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -593042.187500 Penalty: 4010.706787
	Iteration 6Q: 3 clusters Score -593042.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -593062.062500 Penalty: 4010.706787
	Iteration 7Q: 3 clusters Score -593062.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -593075.687500 Penalty: 4010.706787
	Iteration 8Q: 3 clusters Score -593075.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -593086.875000 Penalty: 4010.706787
	Iteration 9Q: 3 clusters Score -593086.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -593096.687500 Penalty: 4010.706787
	Iteration 10Q: 3 clusters Score -593096.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -593108.437500 Penalty: 4010.706787
	Iteration 11Q: 3 clusters Score -593108.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -593117.312500 Penalty: 4010.706787
	Iteration 12Q: 3 clusters Score -593117.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -593123.125000 Penalty: 4010.706787
	Iteration 13Q: 3 clusters Score -593123.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -593129.562500 Penalty: 4010.706787
	Iteration 14Q: 3 clusters Score -593129.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -593133.875000 Penalty: 4010.706787
	Iteration 15Q: 3 clusters Score -593133.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -593138.687500 Penalty: 4010.706787
	Iteration 16Q: 3 clusters Score -593138.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -593140.000000 Penalty: 4010.706787
	Iteration 17Q: 3 clusters Score -593140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -593141.312500 Penalty: 4010.706787
	Iteration 18Q: 3 clusters Score -593141.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -593142.500000 Penalty: 4010.706787
	Iteration 19Q: 3 clusters Score -593142.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -593143.750000 Penalty: 4010.706787
	Iteration 20F: 3 clusters Score -593143.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -593146.750000 Penalty: 4010.706787
	Iteration 21Q: 3 clusters Score -593146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -593147.312500 Penalty: 4010.706787
	Iteration 22Q: 3 clusters Score -593147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -593148.000000 Penalty: 4010.706787
	Iteration 23Q: 3 clusters Score -593148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -593150.437500 Penalty: 4010.706787
	Iteration 24Q: 3 clusters Score -593150.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -593152.500000 Penalty: 4010.706787
	Iteration 25Q: 3 clusters Score -593152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -593154.312500 Penalty: 4010.706787
	Iteration 26Q: 3 clusters Score -593154.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -593154.500000 Penalty: 4010.706787
	Iteration 27Q: 3 clusters Score -593154.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -593155.062500 Penalty: 4010.706787
	Iteration 28Q: 3 clusters Score -593155.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -593156.187500 Penalty: 4010.706787
	Iteration 29Q: 3 clusters Score -593156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -593156.187500 Penalty: 4010.706787
	Iteration 30Q: 3 clusters Score -593156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -593158.062500 Penalty: 4010.706787
	Iteration 31Q: 3 clusters Score -593158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -593159.000000 Penalty: 4010.706787
	Iteration 32Q: 3 clusters Score -593159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -593160.375000 Penalty: 4010.706787
	Iteration 33Q: 3 clusters Score -593160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -593160.312500 Penalty: 4010.706787
	Iteration 34Q: 3 clusters Score -593160.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -593160.312500 Penalty: 4010.706787
	Iteration 35F: 3 clusters Score -593160.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Entering Unmasked Estep 
Score: -8401056.000000 Penalty: 2658.626221
	Iteration 0F: 2 clusters Score -8401056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -8371553.500000 Penalty: 5317.252441
	Iteration 0F: 3 clusters Score -8371554 nChanged 20888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -8383003.500000 Penalty: 5317.252441
	Iteration 1F: 3 clusters Score -8383004 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -8383494.000000 Penalty: 5317.252441
	Iteration 2Q: 3 clusters Score -8383494 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -8383920.500000 Penalty: 5317.252441
	Iteration 3Q: 3 clusters Score -8383920 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -8384497.500000 Penalty: 5317.252441
	Iteration 4Q: 3 clusters Score -8384498 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -8385117.500000 Penalty: 5317.252441
	Iteration 5Q: 3 clusters Score -8385118 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -8386096.500000 Penalty: 5317.252441
	Iteration 6Q: 3 clusters Score -8386096 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -8387628.000000 Penalty: 5317.252441
	Iteration 7F: 3 clusters Score -8387628 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -8389832.000000 Penalty: 5317.252441
	Iteration 8F: 3 clusters Score -8389832 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -8392535.000000 Penalty: 5317.252441
	Iteration 9F: 3 clusters Score -8392535 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -8395078.000000 Penalty: 5317.252441
	Iteration 10F: 3 clusters Score -8395078 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -8396947.000000 Penalty: 5317.252441
	Iteration 11Q: 3 clusters Score -8396947 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -8398041.000000 Penalty: 5317.252441
	Iteration 12Q: 3 clusters Score -8398041 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -8398640.000000 Penalty: 5317.252441
	Iteration 13Q: 3 clusters Score -8398640 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -8398975.000000 Penalty: 5317.252441
	Iteration 14Q: 3 clusters Score -8398975 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -8399108.000000 Penalty: 5317.252441
	Iteration 15Q: 3 clusters Score -8399108 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8399215.000000 Penalty: 5317.252441
	Iteration 16Q: 3 clusters Score -8399215 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -8399287.000000 Penalty: 5317.252441
	Iteration 17Q: 3 clusters Score -8399287 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -8399334.000000 Penalty: 5317.252441
	Iteration 18Q: 3 clusters Score -8399334 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8399365.000000 Penalty: 5317.252441
	Iteration 19Q: 3 clusters Score -8399365 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -8399356.000000 Penalty: 5317.252441
	Iteration 20F: 3 clusters Score -8399356 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8399371.000000 Penalty: 5317.252441
	Iteration 21Q: 3 clusters Score -8399371 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8399394.000000 Penalty: 5317.252441
	Iteration 22Q: 3 clusters Score -8399394 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8399369.000000 Penalty: 5317.252441
	Iteration 23Q: 3 clusters Score -8399369 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8399352.000000 Penalty: 5317.252441
	Iteration 24Q: 3 clusters Score -8399352 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8399354.000000 Penalty: 5317.252441
	Iteration 25Q: 3 clusters Score -8399354 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8399346.000000 Penalty: 5317.252441
	Iteration 26Q: 3 clusters Score -8399346 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8399353.000000 Penalty: 5317.252441
	Iteration 27Q: 3 clusters Score -8399353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8399344.000000 Penalty: 5317.252441
	Iteration 28Q: 3 clusters Score -8399344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8399352.000000 Penalty: 5317.252441
	Iteration 29Q: 3 clusters Score -8399352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8399357.000000 Penalty: 5317.252441
	Iteration 30Q: 3 clusters Score -8399357 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8399343.000000 Penalty: 5317.252441
	Iteration 31Q: 3 clusters Score -8399343 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8399352.000000 Penalty: 5317.252441
	Iteration 32Q: 3 clusters Score -8399352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8399355.000000 Penalty: 5317.252441
	Iteration 33Q: 3 clusters Score -8399355 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8399354.000000 Penalty: 5317.252441
	Iteration 34Q: 3 clusters Score -8399354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8399353.000000 Penalty: 5317.252441
	Iteration 35Q: 3 clusters Score -8399353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8399333.000000 Penalty: 5317.252441
	Iteration 36Q: 3 clusters Score -8399333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8399340.000000 Penalty: 5317.252441
	Iteration 37Q: 3 clusters Score -8399340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8399335.000000 Penalty: 5317.252441
	Iteration 38Q: 3 clusters Score -8399335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8399330.000000 Penalty: 5317.252441
	Iteration 39Q: 3 clusters Score -8399330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8399343.000000 Penalty: 5317.252441
	Iteration 40F: 3 clusters Score -8399343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8399332.000000 Penalty: 5317.252441
	Iteration 41Q: 3 clusters Score -8399332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8399339.000000 Penalty: 5317.252441
	Iteration 42Q: 3 clusters Score -8399339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8399339.000000 Penalty: 5317.252441
	Iteration 43Q: 3 clusters Score -8399339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8399328.000000 Penalty: 5317.252441
	Iteration 44Q: 3 clusters Score -8399328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8399330.000000 Penalty: 5317.252441
	Iteration 45Q: 3 clusters Score -8399330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8399328.000000 Penalty: 5317.252441
	Iteration 46Q: 3 clusters Score -8399328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8399322.000000 Penalty: 5317.252441
	Iteration 47Q: 3 clusters Score -8399322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8399318.000000 Penalty: 5317.252441
	Iteration 48Q: 3 clusters Score -8399318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8399318.000000 Penalty: 5317.252441
	Iteration 49Q: 3 clusters Score -8399318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8399319.000000 Penalty: 5317.252441
	Iteration 50Q: 3 clusters Score -8399319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8399323.000000 Penalty: 5317.252441
	Iteration 51Q: 3 clusters Score -8399323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8399317.000000 Penalty: 5317.252441
	Iteration 52Q: 3 clusters Score -8399317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8399317.000000 Penalty: 5317.252441
	Iteration 53Q: 3 clusters Score -8399317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8399313.000000 Penalty: 5317.252441
	Iteration 54Q: 3 clusters Score -8399313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8399312.000000 Penalty: 5317.252441
	Iteration 55Q: 3 clusters Score -8399312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8399310.000000 Penalty: 5317.252441
	Iteration 56Q: 3 clusters Score -8399310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8399315.000000 Penalty: 5317.252441
	Iteration 57Q: 3 clusters Score -8399315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8399313.000000 Penalty: 5317.252441
	Iteration 58Q: 3 clusters Score -8399313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8399312.000000 Penalty: 5317.252441
	Iteration 59Q: 3 clusters Score -8399312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8399315.000000 Penalty: 5317.252441
	Iteration 60F: 3 clusters Score -8399315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8399319.000000 Penalty: 5317.252441
	Iteration 61Q: 3 clusters Score -8399319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8399325.000000 Penalty: 5317.252441
	Iteration 62Q: 3 clusters Score -8399325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8399327.000000 Penalty: 5317.252441
	Iteration 63Q: 3 clusters Score -8399327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8399322.000000 Penalty: 5317.252441
	Iteration 64Q: 3 clusters Score -8399322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8399324.000000 Penalty: 5317.252441
	Iteration 65Q: 3 clusters Score -8399324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8399326.000000 Penalty: 5317.252441
	Iteration 66Q: 3 clusters Score -8399326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8399319.000000 Penalty: 5317.252441
	Iteration 67Q: 3 clusters Score -8399319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8399324.000000 Penalty: 5317.252441
	Iteration 68Q: 3 clusters Score -8399324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8399321.000000 Penalty: 5317.252441
	Iteration 69Q: 3 clusters Score -8399321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8399316.000000 Penalty: 5317.252441
	Iteration 70Q: 3 clusters Score -8399316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8399314.000000 Penalty: 5317.252441
	Iteration 71Q: 3 clusters Score -8399314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8399307.000000 Penalty: 5317.252441
	Iteration 72Q: 3 clusters Score -8399307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8399309.000000 Penalty: 5317.252441
	Iteration 73Q: 3 clusters Score -8399309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8399304.000000 Penalty: 5317.252441
	Iteration 74Q: 3 clusters Score -8399304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8399303.000000 Penalty: 5317.252441
	Iteration 75Q: 3 clusters Score -8399303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8399309.000000 Penalty: 5317.252441
	Iteration 76Q: 3 clusters Score -8399309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8399307.000000 Penalty: 5317.252441
	Iteration 77Q: 3 clusters Score -8399307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8399310.000000 Penalty: 5317.252441
	Iteration 78Q: 3 clusters Score -8399310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8399307.000000 Penalty: 5317.252441
	Iteration 79Q: 3 clusters Score -8399307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8399307.000000 Penalty: 5317.252441
	Iteration 80F: 3 clusters Score -8399307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Entering Unmasked Estep 
Score: -426653.468750 Penalty: 1938.970703
	Iteration 0F: 2 clusters Score -426653.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -423727.812500 Penalty: 3877.941406
	Iteration 0F: 3 clusters Score -423727.8 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -424383.781250 Penalty: 3877.941406
	Iteration 1F: 3 clusters Score -424383.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -424627.656250 Penalty: 3877.941406
	Iteration 2F: 3 clusters Score -424627.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -424850.125000 Penalty: 3877.941406
	Iteration 3F: 3 clusters Score -424850.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -425099.343750 Penalty: 3877.941406
	Iteration 4F: 3 clusters Score -425099.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -425311.656250 Penalty: 3877.941406
	Iteration 5F: 3 clusters Score -425311.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -425487.937500 Penalty: 3877.941406
	Iteration 6F: 3 clusters Score -425487.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -425626.875000 Penalty: 3877.941406
	Iteration 7Q: 3 clusters Score -425626.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -425733.250000 Penalty: 3877.941406
	Iteration 8Q: 3 clusters Score -425733.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -425809.406250 Penalty: 3877.941406
	Iteration 9Q: 3 clusters Score -425809.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -425873.781250 Penalty: 3877.941406
	Iteration 10Q: 3 clusters Score -425873.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -425913.406250 Penalty: 3877.941406
	Iteration 11Q: 3 clusters Score -425913.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -425938.937500 Penalty: 3877.941406
	Iteration 12Q: 3 clusters Score -425938.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -425950.656250 Penalty: 3877.941406
	Iteration 13Q: 3 clusters Score -425950.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -425959.875000 Penalty: 3877.941406
	Iteration 14Q: 3 clusters Score -425959.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -425970.125000 Penalty: 3877.941406
	Iteration 15Q: 3 clusters Score -425970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -425973.812500 Penalty: 3877.941406
	Iteration 16Q: 3 clusters Score -425973.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -425974.406250 Penalty: 3877.941406
	Iteration 17Q: 3 clusters Score -425974.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -425975.500000 Penalty: 3877.941406
	Iteration 18Q: 3 clusters Score -425975.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -425974.812500 Penalty: 3877.941406
	Iteration 19Q: 3 clusters Score -425974.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -425974.812500 Penalty: 3877.941406
	Iteration 20F: 3 clusters Score -425974.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -56304.363281 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -56304.36 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 255 members 
Entering Unmasked Estep 
Score: -54854.148438 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -54854.15 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55243.195312 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -55243.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55383.000000 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -55383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -55501.769531 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -55501.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55562.062500 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -55562.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55582.933594 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -55582.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -55592.589844 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -55592.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55600.203125 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -55600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55601.796875 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -55601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55601.796875 Penalty: 3090.318848
	Iteration 9F: 3 clusters Score -55601.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Entering Unmasked Estep 
Score: -7601455.000000 Penalty: 2635.374268
	Iteration 0F: 2 clusters Score -7601455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -7573638.000000 Penalty: 5270.748535
	Iteration 0F: 3 clusters Score -7573638 nChanged 18983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -7584014.500000 Penalty: 5270.748535
	Iteration 1F: 3 clusters Score -7584014 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -7584408.500000 Penalty: 5270.748535
	Iteration 2Q: 3 clusters Score -7584408 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -7584776.000000 Penalty: 5270.748535
	Iteration 3Q: 3 clusters Score -7584776 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -7585120.000000 Penalty: 5270.748535
	Iteration 4Q: 3 clusters Score -7585120 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -7585577.500000 Penalty: 5270.748535
	Iteration 5Q: 3 clusters Score -7585578 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -7586255.000000 Penalty: 5270.748535
	Iteration 6Q: 3 clusters Score -7586255 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -7587336.000000 Penalty: 5270.748535
	Iteration 7Q: 3 clusters Score -7587336 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -7589036.000000 Penalty: 5270.748535
	Iteration 8F: 3 clusters Score -7589036 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -7591645.500000 Penalty: 5270.748535
	Iteration 9F: 3 clusters Score -7591646 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -7594730.500000 Penalty: 5270.748535
	Iteration 10F: 3 clusters Score -7594730 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -7597039.000000 Penalty: 5270.748535
	Iteration 11F: 3 clusters Score -7597039 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7598477.000000 Penalty: 5270.748535
	Iteration 12Q: 3 clusters Score -7598477 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7599131.500000 Penalty: 5270.748535
	Iteration 13Q: 3 clusters Score -7599132 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7599476.000000 Penalty: 5270.748535
	Iteration 14Q: 3 clusters Score -7599476 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7599673.000000 Penalty: 5270.748535
	Iteration 15Q: 3 clusters Score -7599673 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7599747.000000 Penalty: 5270.748535
	Iteration 16Q: 3 clusters Score -7599747 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7599782.000000 Penalty: 5270.748535
	Iteration 17Q: 3 clusters Score -7599782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7599804.500000 Penalty: 5270.748535
	Iteration 18Q: 3 clusters Score -7599804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7599810.500000 Penalty: 5270.748535
	Iteration 19Q: 3 clusters Score -7599810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7599815.000000 Penalty: 5270.748535
	Iteration 20F: 3 clusters Score -7599815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -7599828.000000 Penalty: 5270.748535
	Iteration 21Q: 3 clusters Score -7599828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7599834.000000 Penalty: 5270.748535
	Iteration 22Q: 3 clusters Score -7599834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7599852.500000 Penalty: 5270.748535
	Iteration 23Q: 3 clusters Score -7599852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7599852.500000 Penalty: 5270.748535
	Iteration 24Q: 3 clusters Score -7599852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -7599853.000000 Penalty: 5270.748535
	Iteration 25Q: 3 clusters Score -7599853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7599856.500000 Penalty: 5270.748535
	Iteration 26Q: 3 clusters Score -7599856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7599855.000000 Penalty: 5270.748535
	Iteration 27Q: 3 clusters Score -7599855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7599859.500000 Penalty: 5270.748535
	Iteration 28Q: 3 clusters Score -7599860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7599856.000000 Penalty: 5270.748535
	Iteration 29Q: 3 clusters Score -7599856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7599858.000000 Penalty: 5270.748535
	Iteration 30Q: 3 clusters Score -7599858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7599858.000000 Penalty: 5270.748535
	Iteration 31F: 3 clusters Score -7599858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Entering Unmasked Estep 
Score: -5499470.000000 Penalty: 2562.154541
	Iteration 0F: 2 clusters Score -5499470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -5478322.500000 Penalty: 5124.309082
	Iteration 0F: 3 clusters Score -5478322 nChanged 13857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -5485669.000000 Penalty: 5124.309082
	Iteration 1F: 3 clusters Score -5485669 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -5486153.500000 Penalty: 5124.309082
	Iteration 2Q: 3 clusters Score -5486154 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -5486730.500000 Penalty: 5124.309082
	Iteration 3Q: 3 clusters Score -5486730 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -5487344.500000 Penalty: 5124.309082
	Iteration 4Q: 3 clusters Score -5487344 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -5488137.000000 Penalty: 5124.309082
	Iteration 5F: 3 clusters Score -5488137 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -5489176.000000 Penalty: 5124.309082
	Iteration 6F: 3 clusters Score -5489176 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -5490548.000000 Penalty: 5124.309082
	Iteration 7F: 3 clusters Score -5490548 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -5492241.500000 Penalty: 5124.309082
	Iteration 8F: 3 clusters Score -5492242 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -5494057.000000 Penalty: 5124.309082
	Iteration 9F: 3 clusters Score -5494057 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -5495636.000000 Penalty: 5124.309082
	Iteration 10Q: 3 clusters Score -5495636 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -5496707.000000 Penalty: 5124.309082
	Iteration 11Q: 3 clusters Score -5496707 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 28424 members 
Entering Unmasked Estep 
Score: -5497218.000000 Penalty: 5124.309082
	Iteration 12Q: 3 clusters Score -5497218 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -5497397.500000 Penalty: 5124.309082
	Iteration 13Q: 3 clusters Score -5497398 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -5497515.500000 Penalty: 5124.309082
	Iteration 14Q: 3 clusters Score -5497516 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -5497573.500000 Penalty: 5124.309082
	Iteration 15Q: 3 clusters Score -5497574 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -5497615.000000 Penalty: 5124.309082
	Iteration 16Q: 3 clusters Score -5497615 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -5497627.500000 Penalty: 5124.309082
	Iteration 17Q: 3 clusters Score -5497628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -5497628.500000 Penalty: 5124.309082
	Iteration 18Q: 3 clusters Score -5497628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -5497646.500000 Penalty: 5124.309082
	Iteration 19Q: 3 clusters Score -5497646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -5497674.000000 Penalty: 5124.309082
	Iteration 20F: 3 clusters Score -5497674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -5497671.000000 Penalty: 5124.309082
	Iteration 21Q: 3 clusters Score -5497671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -5497682.000000 Penalty: 5124.309082
	Iteration 22Q: 3 clusters Score -5497682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -5497683.500000 Penalty: 5124.309082
	Iteration 23Q: 3 clusters Score -5497684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -5497690.500000 Penalty: 5124.309082
	Iteration 24Q: 3 clusters Score -5497690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -5497691.500000 Penalty: 5124.309082
	Iteration 25Q: 3 clusters Score -5497692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -5497693.500000 Penalty: 5124.309082
	Iteration 26Q: 3 clusters Score -5497694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -5497690.500000 Penalty: 5124.309082
	Iteration 27Q: 3 clusters Score -5497690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -5497687.500000 Penalty: 5124.309082
	Iteration 28Q: 3 clusters Score -5497688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -5497693.000000 Penalty: 5124.309082
	Iteration 29Q: 3 clusters Score -5497693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -5497698.000000 Penalty: 5124.309082
	Iteration 30Q: 3 clusters Score -5497698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5497696.500000 Penalty: 5124.309082
	Iteration 31Q: 3 clusters Score -5497696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -5497691.000000 Penalty: 5124.309082
	Iteration 32Q: 3 clusters Score -5497691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -5497690.500000 Penalty: 5124.309082
	Iteration 33Q: 3 clusters Score -5497690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -5497693.000000 Penalty: 5124.309082
	Iteration 34Q: 3 clusters Score -5497693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -5497693.000000 Penalty: 5124.309082
	Iteration 35Q: 3 clusters Score -5497693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -5497694.500000 Penalty: 5124.309082
	Iteration 36Q: 3 clusters Score -5497694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -5497694.500000 Penalty: 5124.309082
	Iteration 37F: 3 clusters Score -5497694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -171457.093750 Penalty: 1734.039917
	Iteration 0F: 2 clusters Score -171457.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -169537.312500 Penalty: 3468.079834
	Iteration 0F: 3 clusters Score -169537.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -170019.187500 Penalty: 3468.079834
	Iteration 1F: 3 clusters Score -170019.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -170308.250000 Penalty: 3468.079834
	Iteration 2F: 3 clusters Score -170308.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -170597.234375 Penalty: 3468.079834
	Iteration 3F: 3 clusters Score -170597.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -170847.453125 Penalty: 3468.079834
	Iteration 4F: 3 clusters Score -170847.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -170934.078125 Penalty: 3468.079834
	Iteration 5Q: 3 clusters Score -170934.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -170976.750000 Penalty: 3468.079834
	Iteration 6Q: 3 clusters Score -170976.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -171002.546875 Penalty: 3468.079834
	Iteration 7Q: 3 clusters Score -171002.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -171020.125000 Penalty: 3468.079834
	Iteration 8Q: 3 clusters Score -171020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -171023.359375 Penalty: 3468.079834
	Iteration 9Q: 3 clusters Score -171023.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -171025.421875 Penalty: 3468.079834
	Iteration 10Q: 3 clusters Score -171025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -171027.687500 Penalty: 3468.079834
	Iteration 11Q: 3 clusters Score -171027.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -171030.734375 Penalty: 3468.079834
	Iteration 12Q: 3 clusters Score -171030.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -171035.843750 Penalty: 3468.079834
	Iteration 13Q: 3 clusters Score -171035.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -171049.343750 Penalty: 3468.079834
	Iteration 14Q: 3 clusters Score -171049.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -171073.765625 Penalty: 3468.079834
	Iteration 15Q: 3 clusters Score -171073.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -171102.906250 Penalty: 3468.079834
	Iteration 16Q: 3 clusters Score -171102.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -171118.500000 Penalty: 3468.079834
	Iteration 17Q: 3 clusters Score -171118.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -171130.968750 Penalty: 3468.079834
	Iteration 18Q: 3 clusters Score -171131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -171141.656250 Penalty: 3468.079834
	Iteration 19Q: 3 clusters Score -171141.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -171150.531250 Penalty: 3468.079834
	Iteration 20F: 3 clusters Score -171150.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -171156.468750 Penalty: 3468.079834
	Iteration 21Q: 3 clusters Score -171156.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -171174.578125 Penalty: 3468.079834
	Iteration 22Q: 3 clusters Score -171174.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -171189.171875 Penalty: 3468.079834
	Iteration 23Q: 3 clusters Score -171189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -171196.625000 Penalty: 3468.079834
	Iteration 24Q: 3 clusters Score -171196.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -171197.812500 Penalty: 3468.079834
	Iteration 25Q: 3 clusters Score -171197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -171198.843750 Penalty: 3468.079834
	Iteration 26Q: 3 clusters Score -171198.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -171199.671875 Penalty: 3468.079834
	Iteration 27Q: 3 clusters Score -171199.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -171201.921875 Penalty: 3468.079834
	Iteration 28Q: 3 clusters Score -171201.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -171201.921875 Penalty: 3468.079834
	Iteration 29F: 3 clusters Score -171201.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46597 members 
Entering Unmasked Estep 
Score: -8675713.000000 Penalty: 2665.824219
	Iteration 0F: 2 clusters Score -8675713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -8646528.000000 Penalty: 5331.648438
	Iteration 0F: 3 clusters Score -8646528 nChanged 21456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -8658701.000000 Penalty: 5331.648438
	Iteration 1F: 3 clusters Score -8658701 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -8659670.000000 Penalty: 5331.648438
	Iteration 2F: 3 clusters Score -8659670 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -8660758.000000 Penalty: 5331.648438
	Iteration 3F: 3 clusters Score -8660758 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -8662208.000000 Penalty: 5331.648438
	Iteration 4F: 3 clusters Score -8662208 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -8664056.000000 Penalty: 5331.648438
	Iteration 5F: 3 clusters Score -8664056 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -8666537.000000 Penalty: 5331.648438
	Iteration 6F: 3 clusters Score -8666537 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -8669273.000000 Penalty: 5331.648438
	Iteration 7F: 3 clusters Score -8669273 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 29814 members 
Entering Unmasked Estep 
Score: -8671235.000000 Penalty: 5331.648438
	Iteration 8F: 3 clusters Score -8671235 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -8672252.000000 Penalty: 5331.648438
	Iteration 9Q: 3 clusters Score -8672252 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -8672741.000000 Penalty: 5331.648438
	Iteration 10Q: 3 clusters Score -8672741 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -8673119.000000 Penalty: 5331.648438
	Iteration 11Q: 3 clusters Score -8673119 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -8673391.000000 Penalty: 5331.648438
	Iteration 12Q: 3 clusters Score -8673391 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -8673617.000000 Penalty: 5331.648438
	Iteration 13Q: 3 clusters Score -8673617 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -8673795.000000 Penalty: 5331.648438
	Iteration 14Q: 3 clusters Score -8673795 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -8673979.000000 Penalty: 5331.648438
	Iteration 15Q: 3 clusters Score -8673979 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -8674057.000000 Penalty: 5331.648438
	Iteration 16Q: 3 clusters Score -8674057 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -8674125.000000 Penalty: 5331.648438
	Iteration 17Q: 3 clusters Score -8674125 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -8674177.000000 Penalty: 5331.648438
	Iteration 18Q: 3 clusters Score -8674177 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -8674222.000000 Penalty: 5331.648438
	Iteration 19Q: 3 clusters Score -8674222 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -8674303.000000 Penalty: 5331.648438
	Iteration 20F: 3 clusters Score -8674303 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -8674378.000000 Penalty: 5331.648438
	Iteration 21Q: 3 clusters Score -8674378 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -8674382.000000 Penalty: 5331.648438
	Iteration 22Q: 3 clusters Score -8674382 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -8674454.000000 Penalty: 5331.648438
	Iteration 23Q: 3 clusters Score -8674454 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -8674472.000000 Penalty: 5331.648438
	Iteration 24Q: 3 clusters Score -8674472 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -8674490.000000 Penalty: 5331.648438
	Iteration 25Q: 3 clusters Score -8674490 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -8674524.000000 Penalty: 5331.648438
	Iteration 26Q: 3 clusters Score -8674524 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -8674564.000000 Penalty: 5331.648438
	Iteration 27Q: 3 clusters Score -8674564 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -8674570.000000 Penalty: 5331.648438
	Iteration 28Q: 3 clusters Score -8674570 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -8674598.000000 Penalty: 5331.648438
	Iteration 29Q: 3 clusters Score -8674598 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -8674630.000000 Penalty: 5331.648438
	Iteration 30Q: 3 clusters Score -8674630 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -8674642.000000 Penalty: 5331.648438
	Iteration 31Q: 3 clusters Score -8674642 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -8674618.000000 Penalty: 5331.648438
	Iteration 32Q: 3 clusters Score -8674618 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -8674586.000000 Penalty: 5331.648438
	Iteration 33Q: 3 clusters Score -8674586 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -8674567.000000 Penalty: 5331.648438
	Iteration 34Q: 3 clusters Score -8674567 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -8674608.000000 Penalty: 5331.648438
	Iteration 35Q: 3 clusters Score -8674608 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -8674622.000000 Penalty: 5331.648438
	Iteration 36Q: 3 clusters Score -8674622 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -8674665.000000 Penalty: 5331.648438
	Iteration 37Q: 3 clusters Score -8674665 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -8674692.000000 Penalty: 5331.648438
	Iteration 38Q: 3 clusters Score -8674692 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -8674640.000000 Penalty: 5331.648438
	Iteration 39Q: 3 clusters Score -8674640 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -8674592.000000 Penalty: 5331.648438
	Iteration 40F: 3 clusters Score -8674592 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -8674540.000000 Penalty: 5331.648438
	Iteration 41Q: 3 clusters Score -8674540 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -8674467.000000 Penalty: 5331.648438
	Iteration 42Q: 3 clusters Score -8674467 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -8674433.000000 Penalty: 5331.648438
	Iteration 43Q: 3 clusters Score -8674433 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -8674408.000000 Penalty: 5331.648438
	Iteration 44Q: 3 clusters Score -8674408 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -8674382.000000 Penalty: 5331.648438
	Iteration 45Q: 3 clusters Score -8674382 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -8674296.000000 Penalty: 5331.648438
	Iteration 46Q: 3 clusters Score -8674296 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -8674250.000000 Penalty: 5331.648438
	Iteration 47Q: 3 clusters Score -8674250 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -8674231.000000 Penalty: 5331.648438
	Iteration 48Q: 3 clusters Score -8674231 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -8674214.000000 Penalty: 5331.648438
	Iteration 49Q: 3 clusters Score -8674214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -8674202.000000 Penalty: 5331.648438
	Iteration 50Q: 3 clusters Score -8674202 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -8674178.000000 Penalty: 5331.648438
	Iteration 51Q: 3 clusters Score -8674178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -8674096.000000 Penalty: 5331.648438
	Iteration 52Q: 3 clusters Score -8674096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -8674092.000000 Penalty: 5331.648438
	Iteration 53Q: 3 clusters Score -8674092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -8674049.000000 Penalty: 5331.648438
	Iteration 54Q: 3 clusters Score -8674049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -8674033.000000 Penalty: 5331.648438
	Iteration 55Q: 3 clusters Score -8674033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -8674040.000000 Penalty: 5331.648438
	Iteration 56Q: 3 clusters Score -8674040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -8674027.000000 Penalty: 5331.648438
	Iteration 57Q: 3 clusters Score -8674027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -8674036.000000 Penalty: 5331.648438
	Iteration 58Q: 3 clusters Score -8674036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -8674026.000000 Penalty: 5331.648438
	Iteration 59Q: 3 clusters Score -8674026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -8674019.000000 Penalty: 5331.648438
	Iteration 60F: 3 clusters Score -8674019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -8674026.000000 Penalty: 5331.648438
	Iteration 61Q: 3 clusters Score -8674026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -8674015.000000 Penalty: 5331.648438
	Iteration 62Q: 3 clusters Score -8674015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -8674016.000000 Penalty: 5331.648438
	Iteration 63Q: 3 clusters Score -8674016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -8674015.000000 Penalty: 5331.648438
	Iteration 64Q: 3 clusters Score -8674015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -8674027.000000 Penalty: 5331.648438
	Iteration 65Q: 3 clusters Score -8674027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -8674027.000000 Penalty: 5331.648438
	Iteration 66Q: 3 clusters Score -8674027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -8674022.000000 Penalty: 5331.648438
	Iteration 67Q: 3 clusters Score -8674022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -8674006.000000 Penalty: 5331.648438
	Iteration 68Q: 3 clusters Score -8674006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -8674000.000000 Penalty: 5331.648438
	Iteration 69Q: 3 clusters Score -8674000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 45937 members 
Entering Unmasked Estep 
Score: -8674001.000000 Penalty: 5331.648438
	Iteration 70Q: 3 clusters Score -8674001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -8673991.000000 Penalty: 5331.648438
	Iteration 71Q: 3 clusters Score -8673991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -8674004.000000 Penalty: 5331.648438
	Iteration 72Q: 3 clusters Score -8674004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -8674016.000000 Penalty: 5331.648438
	Iteration 73Q: 3 clusters Score -8674016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -8674004.000000 Penalty: 5331.648438
	Iteration 74Q: 3 clusters Score -8674004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -8674006.000000 Penalty: 5331.648438
	Iteration 75Q: 3 clusters Score -8674006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -8674007.000000 Penalty: 5331.648438
	Iteration 76Q: 3 clusters Score -8674007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8674009.000000 Penalty: 5331.648438
	Iteration 77Q: 3 clusters Score -8674009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -8674011.000000 Penalty: 5331.648438
	Iteration 78Q: 3 clusters Score -8674011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -8674007.000000 Penalty: 5331.648438
	Iteration 79Q: 3 clusters Score -8674007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -8674008.000000 Penalty: 5331.648438
	Iteration 80F: 3 clusters Score -8674008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -8674006.000000 Penalty: 5331.648438
	Iteration 81Q: 3 clusters Score -8674006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -8674004.000000 Penalty: 5331.648438
	Iteration 82Q: 3 clusters Score -8674004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -8674004.000000 Penalty: 5331.648438
	Iteration 83Q: 3 clusters Score -8674004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -8674006.000000 Penalty: 5331.648438
	Iteration 84Q: 3 clusters Score -8674006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -8674008.000000 Penalty: 5331.648438
	Iteration 85Q: 3 clusters Score -8674008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -8674009.000000 Penalty: 5331.648438
	Iteration 86Q: 3 clusters Score -8674009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -8674011.000000 Penalty: 5331.648438
	Iteration 87Q: 3 clusters Score -8674011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -8674009.000000 Penalty: 5331.648438
	Iteration 88Q: 3 clusters Score -8674009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -8674009.000000 Penalty: 5331.648438
	Iteration 89F: 3 clusters Score -8674009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (41050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Entering Unmasked Estep 
Score: -7525589.500000 Penalty: 2634.391357
	Iteration 0F: 2 clusters Score -7525590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -7498008.000000 Penalty: 5268.782715
	Iteration 0F: 3 clusters Score -7498008 nChanged 18708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -7508303.500000 Penalty: 5268.782715
	Iteration 1F: 3 clusters Score -7508304 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -7508763.500000 Penalty: 5268.782715
	Iteration 2Q: 3 clusters Score -7508764 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -7509193.500000 Penalty: 5268.782715
	Iteration 3Q: 3 clusters Score -7509194 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -7509625.500000 Penalty: 5268.782715
	Iteration 4Q: 3 clusters Score -7509626 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -7510223.000000 Penalty: 5268.782715
	Iteration 5Q: 3 clusters Score -7510223 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -7511068.000000 Penalty: 5268.782715
	Iteration 6Q: 3 clusters Score -7511068 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -7512432.000000 Penalty: 5268.782715
	Iteration 7F: 3 clusters Score -7512432 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -7514507.000000 Penalty: 5268.782715
	Iteration 8F: 3 clusters Score -7514507 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -7517291.000000 Penalty: 5268.782715
	Iteration 9F: 3 clusters Score -7517291 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -7519966.000000 Penalty: 5268.782715
	Iteration 10F: 3 clusters Score -7519966 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7521660.000000 Penalty: 5268.782715
	Iteration 11Q: 3 clusters Score -7521660 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7522469.000000 Penalty: 5268.782715
	Iteration 12Q: 3 clusters Score -7522469 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7522854.500000 Penalty: 5268.782715
	Iteration 13Q: 3 clusters Score -7522854 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7523032.000000 Penalty: 5268.782715
	Iteration 14Q: 3 clusters Score -7523032 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7523129.500000 Penalty: 5268.782715
	Iteration 15Q: 3 clusters Score -7523130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7523181.500000 Penalty: 5268.782715
	Iteration 16Q: 3 clusters Score -7523182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -7523220.500000 Penalty: 5268.782715
	Iteration 17Q: 3 clusters Score -7523220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7523236.000000 Penalty: 5268.782715
	Iteration 18Q: 3 clusters Score -7523236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7523244.500000 Penalty: 5268.782715
	Iteration 19Q: 3 clusters Score -7523244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7523252.000000 Penalty: 5268.782715
	Iteration 20F: 3 clusters Score -7523252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7523257.500000 Penalty: 5268.782715
	Iteration 21Q: 3 clusters Score -7523258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7523273.000000 Penalty: 5268.782715
	Iteration 22Q: 3 clusters Score -7523273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7523280.500000 Penalty: 5268.782715
	Iteration 23Q: 3 clusters Score -7523280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7523283.000000 Penalty: 5268.782715
	Iteration 24Q: 3 clusters Score -7523283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7523284.500000 Penalty: 5268.782715
	Iteration 25Q: 3 clusters Score -7523284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7523289.500000 Penalty: 5268.782715
	Iteration 26Q: 3 clusters Score -7523290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7523297.000000 Penalty: 5268.782715
	Iteration 27Q: 3 clusters Score -7523297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7523301.000000 Penalty: 5268.782715
	Iteration 28Q: 3 clusters Score -7523301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7523301.000000 Penalty: 5268.782715
	Iteration 29F: 3 clusters Score -7523301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 41322 members 
Mstep: Class 3 contains 42370 members 
Mstep: Class 4 contains 47066 members 
Mstep: Class 5 contains 44575 members 
Mstep: Class 6 contains 47388 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 1043 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45350 members 
Mstep: Class 11 contains 38348 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42391 members 
Mstep: Class 15 contains 42724 members 
Mstep: Class 16 contains 3249 members 
Mstep: Class 17 contains 45264 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41213 members 
Mstep: Class 21 contains 30677 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46597 members 
Mstep: Class 24 contains 41050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934272.000000 Penalty: 80096.007812
Iteration 199Q: 25 clusters Score -1.269343e+08 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 41272 members 
Mstep: Class 3 contains 42380 members 
Mstep: Class 4 contains 47078 members 
Mstep: Class 5 contains 44628 members 
Mstep: Class 6 contains 47395 members 
Mstep: Class 7 contains 45000 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45332 members 
Mstep: Class 11 contains 38166 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42416 members 
Mstep: Class 15 contains 42752 members 
Mstep: Class 16 contains 3246 members 
Mstep: Class 17 contains 45316 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41158 members 
Mstep: Class 21 contains 30654 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46588 members 
Mstep: Class 24 contains 41033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934048.000000 Penalty: 80096.007812
Iteration 200F: 25 clusters Score -1.26934e+08 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 41229 members 
Mstep: Class 3 contains 42437 members 
Mstep: Class 4 contains 47099 members 
Mstep: Class 5 contains 44681 members 
Mstep: Class 6 contains 47385 members 
Mstep: Class 7 contains 45142 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45304 members 
Mstep: Class 11 contains 37995 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42440 members 
Mstep: Class 15 contains 42781 members 
Mstep: Class 16 contains 3242 members 
Mstep: Class 17 contains 45346 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41122 members 
Mstep: Class 21 contains 30629 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46553 members 
Mstep: Class 24 contains 40994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933352.000000 Penalty: 80096.007812
Iteration 201Q: 25 clusters Score -1.269334e+08 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 41216 members 
Mstep: Class 3 contains 42463 members 
Mstep: Class 4 contains 47115 members 
Mstep: Class 5 contains 44748 members 
Mstep: Class 6 contains 47433 members 
Mstep: Class 7 contains 45207 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45301 members 
Mstep: Class 11 contains 37837 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42455 members 
Mstep: Class 15 contains 42812 members 
Mstep: Class 16 contains 3240 members 
Mstep: Class 17 contains 45388 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41126 members 
Mstep: Class 21 contains 30588 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46469 members 
Mstep: Class 24 contains 40973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933688.000000 Penalty: 80096.007812
Iteration 202Q: 25 clusters Score -1.269337e+08 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 41201 members 
Mstep: Class 3 contains 42487 members 
Mstep: Class 4 contains 47146 members 
Mstep: Class 5 contains 44777 members 
Mstep: Class 6 contains 47433 members 
Mstep: Class 7 contains 45271 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45308 members 
Mstep: Class 11 contains 37733 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42503 members 
Mstep: Class 15 contains 42796 members 
Mstep: Class 16 contains 3247 members 
Mstep: Class 17 contains 45473 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41116 members 
Mstep: Class 21 contains 30567 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46387 members 
Mstep: Class 24 contains 40927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933832.000000 Penalty: 80096.007812
Iteration 203Q: 25 clusters Score -1.269338e+08 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 41196 members 
Mstep: Class 3 contains 42499 members 
Mstep: Class 4 contains 47203 members 
Mstep: Class 5 contains 44827 members 
Mstep: Class 6 contains 47469 members 
Mstep: Class 7 contains 45258 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45313 members 
Mstep: Class 11 contains 37656 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42515 members 
Mstep: Class 15 contains 42808 members 
Mstep: Class 16 contains 3253 members 
Mstep: Class 17 contains 45512 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41105 members 
Mstep: Class 21 contains 30539 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46315 members 
Mstep: Class 24 contains 40895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933928.000000 Penalty: 80096.007812
Iteration 204Q: 25 clusters Score -1.269339e+08 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 41192 members 
Mstep: Class 3 contains 42499 members 
Mstep: Class 4 contains 47245 members 
Mstep: Class 5 contains 44881 members 
Mstep: Class 6 contains 47455 members 
Mstep: Class 7 contains 45344 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45313 members 
Mstep: Class 11 contains 37591 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42514 members 
Mstep: Class 15 contains 42793 members 
Mstep: Class 16 contains 3253 members 
Mstep: Class 17 contains 45562 members 
Mstep: Class 18 contains 2486 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41100 members 
Mstep: Class 21 contains 30505 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46223 members 
Mstep: Class 24 contains 40876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934200.000000 Penalty: 80096.007812
Iteration 205Q: 25 clusters Score -1.269342e+08 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 41179 members 
Mstep: Class 3 contains 42535 members 
Mstep: Class 4 contains 47261 members 
Mstep: Class 5 contains 44970 members 
Mstep: Class 6 contains 47482 members 
Mstep: Class 7 contains 45371 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45305 members 
Mstep: Class 11 contains 37547 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42529 members 
Mstep: Class 15 contains 42784 members 
Mstep: Class 16 contains 3248 members 
Mstep: Class 17 contains 45559 members 
Mstep: Class 18 contains 2487 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41093 members 
Mstep: Class 21 contains 30479 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46100 members 
Mstep: Class 24 contains 40868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934216.000000 Penalty: 80096.007812
Iteration 206Q: 25 clusters Score -1.269342e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47580 members 
Mstep: Class 2 contains 41141 members 
Mstep: Class 3 contains 42566 members 
Mstep: Class 4 contains 47292 members 
Mstep: Class 5 contains 44989 members 
Mstep: Class 6 contains 47519 members 
Mstep: Class 7 contains 45498 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45295 members 
Mstep: Class 11 contains 37480 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42549 members 
Mstep: Class 15 contains 42757 members 
Mstep: Class 16 contains 3253 members 
Mstep: Class 17 contains 45567 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41087 members 
Mstep: Class 21 contains 30451 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 46023 members 
Mstep: Class 24 contains 40841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934312.000000 Penalty: 80096.007812
Iteration 207Q: 25 clusters Score -1.269343e+08 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 41125 members 
Mstep: Class 3 contains 42580 members 
Mstep: Class 4 contains 47322 members 
Mstep: Class 5 contains 45024 members 
Mstep: Class 6 contains 47588 members 
Mstep: Class 7 contains 45628 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45284 members 
Mstep: Class 11 contains 37432 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42570 members 
Mstep: Class 15 contains 42698 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 45600 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41078 members 
Mstep: Class 21 contains 30418 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 45888 members 
Mstep: Class 24 contains 40826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934440.000000 Penalty: 80096.007812
Iteration 208Q: 25 clusters Score -1.269344e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 41128 members 
Mstep: Class 3 contains 42601 members 
Mstep: Class 4 contains 47325 members 
Mstep: Class 5 contains 45017 members 
Mstep: Class 6 contains 47597 members 
Mstep: Class 7 contains 45774 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45296 members 
Mstep: Class 11 contains 37348 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42593 members 
Mstep: Class 15 contains 42632 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 45645 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41087 members 
Mstep: Class 21 contains 30382 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 45819 members 
Mstep: Class 24 contains 40855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934336.000000 Penalty: 80096.007812
Iteration 209Q: 25 clusters Score -1.269343e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 41118 members 
Mstep: Class 3 contains 42629 members 
Mstep: Class 4 contains 47334 members 
Mstep: Class 5 contains 45026 members 
Mstep: Class 6 contains 47631 members 
Mstep: Class 7 contains 45924 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45254 members 
Mstep: Class 11 contains 37232 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42615 members 
Mstep: Class 15 contains 42580 members 
Mstep: Class 16 contains 3268 members 
Mstep: Class 17 contains 45662 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41117 members 
Mstep: Class 21 contains 30340 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 45765 members 
Mstep: Class 24 contains 40866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934472.000000 Penalty: 80096.007812
Iteration 210Q: 25 clusters Score -1.269345e+08 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 41078 members 
Mstep: Class 3 contains 42660 members 
Mstep: Class 4 contains 47365 members 
Mstep: Class 5 contains 45040 members 
Mstep: Class 6 contains 47699 members 
Mstep: Class 7 contains 46068 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 542 members 
Mstep: Class 10 contains 45214 members 
Mstep: Class 11 contains 37079 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42653 members 
Mstep: Class 15 contains 42545 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 45713 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41106 members 
Mstep: Class 21 contains 30309 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 45695 members 
Mstep: Class 24 contains 40852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934664.000000 Penalty: 80096.007812
Iteration 211Q: 25 clusters Score -1.269347e+08 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 41070 members 
Mstep: Class 3 contains 42708 members 
Mstep: Class 4 contains 47377 members 
Mstep: Class 5 contains 45062 members 
Mstep: Class 6 contains 47761 members 
Mstep: Class 7 contains 46191 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45184 members 
Mstep: Class 11 contains 36935 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42708 members 
Mstep: Class 15 contains 42503 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 45744 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41074 members 
Mstep: Class 21 contains 30276 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 45615 members 
Mstep: Class 24 contains 40848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934440.000000 Penalty: 80096.007812
Iteration 212Q: 25 clusters Score -1.269344e+08 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 41051 members 
Mstep: Class 3 contains 42752 members 
Mstep: Class 4 contains 47378 members 
Mstep: Class 5 contains 45082 members 
Mstep: Class 6 contains 47826 members 
Mstep: Class 7 contains 46330 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45176 members 
Mstep: Class 11 contains 36810 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42752 members 
Mstep: Class 15 contains 42481 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 45740 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41074 members 
Mstep: Class 21 contains 30230 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 45483 members 
Mstep: Class 24 contains 40887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934280.000000 Penalty: 80096.007812
Iteration 213Q: 25 clusters Score -1.269343e+08 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 41063 members 
Mstep: Class 3 contains 42783 members 
Mstep: Class 4 contains 47374 members 
Mstep: Class 5 contains 45102 members 
Mstep: Class 6 contains 47869 members 
Mstep: Class 7 contains 46503 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45192 members 
Mstep: Class 11 contains 36638 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42791 members 
Mstep: Class 15 contains 42495 members 
Mstep: Class 16 contains 3272 members 
Mstep: Class 17 contains 45726 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41068 members 
Mstep: Class 21 contains 30193 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 45340 members 
Mstep: Class 24 contains 40914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934080.000000 Penalty: 80096.007812
Iteration 214Q: 25 clusters Score -1.269341e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 41059 members 
Mstep: Class 3 contains 42777 members 
Mstep: Class 4 contains 47387 members 
Mstep: Class 5 contains 45114 members 
Mstep: Class 6 contains 47911 members 
Mstep: Class 7 contains 46617 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45171 members 
Mstep: Class 11 contains 36444 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42799 members 
Mstep: Class 15 contains 42525 members 
Mstep: Class 16 contains 3269 members 
Mstep: Class 17 contains 45728 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41098 members 
Mstep: Class 21 contains 30165 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 45274 members 
Mstep: Class 24 contains 40922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934712.000000 Penalty: 80096.007812
Iteration 215Q: 25 clusters Score -1.269347e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 41098 members 
Mstep: Class 3 contains 42775 members 
Mstep: Class 4 contains 47381 members 
Mstep: Class 5 contains 45112 members 
Mstep: Class 6 contains 47962 members 
Mstep: Class 7 contains 46765 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45156 members 
Mstep: Class 11 contains 36277 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42816 members 
Mstep: Class 15 contains 42549 members 
Mstep: Class 16 contains 3262 members 
Mstep: Class 17 contains 45703 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41139 members 
Mstep: Class 21 contains 30127 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 45166 members 
Mstep: Class 24 contains 40934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934448.000000 Penalty: 80096.007812
Iteration 216Q: 25 clusters Score -1.269344e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47709 members 
Mstep: Class 2 contains 41123 members 
Mstep: Class 3 contains 42775 members 
Mstep: Class 4 contains 47366 members 
Mstep: Class 5 contains 45157 members 
Mstep: Class 6 contains 48051 members 
Mstep: Class 7 contains 46941 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45180 members 
Mstep: Class 11 contains 36043 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42837 members 
Mstep: Class 15 contains 42548 members 
Mstep: Class 16 contains 3259 members 
Mstep: Class 17 contains 45677 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41172 members 
Mstep: Class 21 contains 30089 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 45028 members 
Mstep: Class 24 contains 40927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934352.000000 Penalty: 80096.007812
Iteration 217Q: 25 clusters Score -1.269344e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 41116 members 
Mstep: Class 3 contains 42773 members 
Mstep: Class 4 contains 47350 members 
Mstep: Class 5 contains 45234 members 
Mstep: Class 6 contains 48125 members 
Mstep: Class 7 contains 47074 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45220 members 
Mstep: Class 11 contains 35796 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42871 members 
Mstep: Class 15 contains 42550 members 
Mstep: Class 16 contains 3258 members 
Mstep: Class 17 contains 45672 members 
Mstep: Class 18 contains 2489 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41209 members 
Mstep: Class 21 contains 30070 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44943 members 
Mstep: Class 24 contains 40902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934320.000000 Penalty: 80096.007812
Iteration 218Q: 25 clusters Score -1.269343e+08 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 41122 members 
Mstep: Class 3 contains 42786 members 
Mstep: Class 4 contains 47366 members 
Mstep: Class 5 contains 45304 members 
Mstep: Class 6 contains 48247 members 
Mstep: Class 7 contains 47166 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45243 members 
Mstep: Class 11 contains 35594 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42888 members 
Mstep: Class 15 contains 42519 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 45636 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41231 members 
Mstep: Class 21 contains 30055 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44881 members 
Mstep: Class 24 contains 40883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934280.000000 Penalty: 80096.007812
Iteration 219Q: 25 clusters Score -1.269343e+08 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 41133 members 
Mstep: Class 3 contains 42795 members 
Mstep: Class 4 contains 47379 members 
Mstep: Class 5 contains 45371 members 
Mstep: Class 6 contains 48351 members 
Mstep: Class 7 contains 47248 members 
Mstep: Class 8 contains 1055 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45285 members 
Mstep: Class 11 contains 35400 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42885 members 
Mstep: Class 15 contains 42487 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 45610 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41267 members 
Mstep: Class 21 contains 30029 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44768 members 
Mstep: Class 24 contains 40909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934176.000000 Penalty: 80096.007812
Iteration 220F: 25 clusters Score -1.269342e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 41149 members 
Mstep: Class 3 contains 42815 members 
Mstep: Class 4 contains 47397 members 
Mstep: Class 5 contains 45440 members 
Mstep: Class 6 contains 48410 members 
Mstep: Class 7 contains 47324 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45335 members 
Mstep: Class 11 contains 35197 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42880 members 
Mstep: Class 15 contains 42480 members 
Mstep: Class 16 contains 3257 members 
Mstep: Class 17 contains 45583 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41284 members 
Mstep: Class 21 contains 30011 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44696 members 
Mstep: Class 24 contains 40945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933968.000000 Penalty: 80096.007812
Iteration 221Q: 25 clusters Score -1.26934e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 41161 members 
Mstep: Class 3 contains 42827 members 
Mstep: Class 4 contains 47420 members 
Mstep: Class 5 contains 45457 members 
Mstep: Class 6 contains 48506 members 
Mstep: Class 7 contains 47368 members 
Mstep: Class 8 contains 1057 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45310 members 
Mstep: Class 11 contains 35013 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42869 members 
Mstep: Class 15 contains 42533 members 
Mstep: Class 16 contains 3261 members 
Mstep: Class 17 contains 45526 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41317 members 
Mstep: Class 21 contains 29979 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44704 members 
Mstep: Class 24 contains 40960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933640.000000 Penalty: 80096.007812
Iteration 222Q: 25 clusters Score -1.269336e+08 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 41189 members 
Mstep: Class 3 contains 42833 members 
Mstep: Class 4 contains 47423 members 
Mstep: Class 5 contains 45516 members 
Mstep: Class 6 contains 48602 members 
Mstep: Class 7 contains 47503 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45279 members 
Mstep: Class 11 contains 34795 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42865 members 
Mstep: Class 15 contains 42529 members 
Mstep: Class 16 contains 3262 members 
Mstep: Class 17 contains 45466 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41350 members 
Mstep: Class 21 contains 29951 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44682 members 
Mstep: Class 24 contains 40952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933280.000000 Penalty: 80096.007812
Iteration 223Q: 25 clusters Score -1.269333e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 41210 members 
Mstep: Class 3 contains 42829 members 
Mstep: Class 4 contains 47439 members 
Mstep: Class 5 contains 45581 members 
Mstep: Class 6 contains 48723 members 
Mstep: Class 7 contains 47601 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45271 members 
Mstep: Class 11 contains 34577 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42866 members 
Mstep: Class 15 contains 42505 members 
Mstep: Class 16 contains 3263 members 
Mstep: Class 17 contains 45418 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41376 members 
Mstep: Class 21 contains 29927 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44653 members 
Mstep: Class 24 contains 40962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933152.000000 Penalty: 80096.007812
Iteration 224Q: 25 clusters Score -1.269332e+08 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 41239 members 
Mstep: Class 3 contains 42843 members 
Mstep: Class 4 contains 47458 members 
Mstep: Class 5 contains 45629 members 
Mstep: Class 6 contains 48790 members 
Mstep: Class 7 contains 47664 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45268 members 
Mstep: Class 11 contains 34389 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42880 members 
Mstep: Class 15 contains 42505 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 45363 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41405 members 
Mstep: Class 21 contains 29896 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44598 members 
Mstep: Class 24 contains 40988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932888.000000 Penalty: 80096.007812
Iteration 225Q: 25 clusters Score -1.269329e+08 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 41231 members 
Mstep: Class 3 contains 42862 members 
Mstep: Class 4 contains 47522 members 
Mstep: Class 5 contains 45659 members 
Mstep: Class 6 contains 48792 members 
Mstep: Class 7 contains 47730 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45273 members 
Mstep: Class 11 contains 34185 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42881 members 
Mstep: Class 15 contains 42549 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 45331 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41442 members 
Mstep: Class 21 contains 29867 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44574 members 
Mstep: Class 24 contains 41005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932696.000000 Penalty: 80096.007812
Iteration 226Q: 25 clusters Score -1.269327e+08 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 41249 members 
Mstep: Class 3 contains 42861 members 
Mstep: Class 4 contains 47549 members 
Mstep: Class 5 contains 45715 members 
Mstep: Class 6 contains 48815 members 
Mstep: Class 7 contains 47796 members 
Mstep: Class 8 contains 1058 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45290 members 
Mstep: Class 11 contains 34009 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42887 members 
Mstep: Class 15 contains 42578 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 45292 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41460 members 
Mstep: Class 21 contains 29836 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44534 members 
Mstep: Class 24 contains 41026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932392.000000 Penalty: 80096.007812
Iteration 227Q: 25 clusters Score -1.269324e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 41283 members 
Mstep: Class 3 contains 42865 members 
Mstep: Class 4 contains 47551 members 
Mstep: Class 5 contains 45755 members 
Mstep: Class 6 contains 48829 members 
Mstep: Class 7 contains 47782 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45347 members 
Mstep: Class 11 contains 33912 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42850 members 
Mstep: Class 15 contains 42611 members 
Mstep: Class 16 contains 3283 members 
Mstep: Class 17 contains 45260 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41491 members 
Mstep: Class 21 contains 29815 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44538 members 
Mstep: Class 24 contains 41023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932672.000000 Penalty: 80096.007812
Iteration 228Q: 25 clusters Score -1.269327e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 41329 members 
Mstep: Class 3 contains 42858 members 
Mstep: Class 4 contains 47571 members 
Mstep: Class 5 contains 45806 members 
Mstep: Class 6 contains 48774 members 
Mstep: Class 7 contains 47786 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45367 members 
Mstep: Class 11 contains 33878 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42843 members 
Mstep: Class 15 contains 42617 members 
Mstep: Class 16 contains 3285 members 
Mstep: Class 17 contains 45211 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41494 members 
Mstep: Class 21 contains 29792 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44569 members 
Mstep: Class 24 contains 41016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932712.000000 Penalty: 80096.007812
Iteration 229Q: 25 clusters Score -1.269327e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 41332 members 
Mstep: Class 3 contains 42868 members 
Mstep: Class 4 contains 47576 members 
Mstep: Class 5 contains 45854 members 
Mstep: Class 6 contains 48763 members 
Mstep: Class 7 contains 47799 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45357 members 
Mstep: Class 11 contains 33854 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42858 members 
Mstep: Class 15 contains 42629 members 
Mstep: Class 16 contains 3292 members 
Mstep: Class 17 contains 45177 members 
Mstep: Class 18 contains 2487 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41510 members 
Mstep: Class 21 contains 29774 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44579 members 
Mstep: Class 24 contains 40999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932848.000000 Penalty: 80096.007812
Iteration 230Q: 25 clusters Score -1.269328e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 41325 members 
Mstep: Class 3 contains 42883 members 
Mstep: Class 4 contains 47588 members 
Mstep: Class 5 contains 45889 members 
Mstep: Class 6 contains 48767 members 
Mstep: Class 7 contains 47775 members 
Mstep: Class 8 contains 1058 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45367 members 
Mstep: Class 11 contains 33828 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42886 members 
Mstep: Class 15 contains 42616 members 
Mstep: Class 16 contains 3293 members 
Mstep: Class 17 contains 45186 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41543 members 
Mstep: Class 21 contains 29763 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44530 members 
Mstep: Class 24 contains 40999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126932984.000000 Penalty: 80096.007812
Iteration 231Q: 25 clusters Score -1.26933e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 41352 members 
Mstep: Class 3 contains 42876 members 
Mstep: Class 4 contains 47597 members 
Mstep: Class 5 contains 45955 members 
Mstep: Class 6 contains 48750 members 
Mstep: Class 7 contains 47786 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45369 members 
Mstep: Class 11 contains 33816 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42891 members 
Mstep: Class 15 contains 42583 members 
Mstep: Class 16 contains 3305 members 
Mstep: Class 17 contains 45177 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41552 members 
Mstep: Class 21 contains 29733 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44522 members 
Mstep: Class 24 contains 40990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933232.000000 Penalty: 80096.007812
Iteration 232Q: 25 clusters Score -1.269332e+08 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47589 members 
Mstep: Class 2 contains 41368 members 
Mstep: Class 3 contains 42889 members 
Mstep: Class 4 contains 47584 members 
Mstep: Class 5 contains 45999 members 
Mstep: Class 6 contains 48761 members 
Mstep: Class 7 contains 47773 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45359 members 
Mstep: Class 11 contains 33830 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42892 members 
Mstep: Class 15 contains 42591 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 45156 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41567 members 
Mstep: Class 21 contains 29709 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44518 members 
Mstep: Class 24 contains 40976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933456.000000 Penalty: 80096.007812
Iteration 233Q: 25 clusters Score -1.269335e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 41379 members 
Mstep: Class 3 contains 42897 members 
Mstep: Class 4 contains 47576 members 
Mstep: Class 5 contains 46044 members 
Mstep: Class 6 contains 48761 members 
Mstep: Class 7 contains 47754 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45357 members 
Mstep: Class 11 contains 33866 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42883 members 
Mstep: Class 15 contains 42562 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 45180 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41553 members 
Mstep: Class 21 contains 29686 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44545 members 
Mstep: Class 24 contains 40966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933288.000000 Penalty: 80096.007812
Iteration 234Q: 25 clusters Score -1.269333e+08 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 41357 members 
Mstep: Class 3 contains 42887 members 
Mstep: Class 4 contains 47571 members 
Mstep: Class 5 contains 46090 members 
Mstep: Class 6 contains 48754 members 
Mstep: Class 7 contains 47780 members 
Mstep: Class 8 contains 1061 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45360 members 
Mstep: Class 11 contains 33905 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42864 members 
Mstep: Class 15 contains 42565 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 17 contains 45162 members 
Mstep: Class 18 contains 2484 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41551 members 
Mstep: Class 21 contains 29661 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44547 members 
Mstep: Class 24 contains 40951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933416.000000 Penalty: 80096.007812
Iteration 235Q: 25 clusters Score -1.269334e+08 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 41318 members 
Mstep: Class 3 contains 42875 members 
Mstep: Class 4 contains 47596 members 
Mstep: Class 5 contains 46123 members 
Mstep: Class 6 contains 48779 members 
Mstep: Class 7 contains 47761 members 
Mstep: Class 8 contains 1062 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45370 members 
Mstep: Class 11 contains 33964 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42826 members 
Mstep: Class 15 contains 42584 members 
Mstep: Class 16 contains 3339 members 
Mstep: Class 17 contains 45142 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41535 members 
Mstep: Class 21 contains 29634 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44540 members 
Mstep: Class 24 contains 40946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933392.000000 Penalty: 80096.007812
Iteration 236Q: 25 clusters Score -1.269334e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 41295 members 
Mstep: Class 3 contains 42870 members 
Mstep: Class 4 contains 47609 members 
Mstep: Class 5 contains 46116 members 
Mstep: Class 6 contains 48793 members 
Mstep: Class 7 contains 47767 members 
Mstep: Class 8 contains 1062 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 34029 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42796 members 
Mstep: Class 15 contains 42543 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 45144 members 
Mstep: Class 18 contains 2481 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41516 members 
Mstep: Class 21 contains 29610 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44538 members 
Mstep: Class 24 contains 40949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933680.000000 Penalty: 80096.007812
Iteration 237Q: 25 clusters Score -1.269337e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 41299 members 
Mstep: Class 3 contains 42858 members 
Mstep: Class 4 contains 47624 members 
Mstep: Class 5 contains 46102 members 
Mstep: Class 6 contains 48773 members 
Mstep: Class 7 contains 47787 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45419 members 
Mstep: Class 11 contains 34128 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42777 members 
Mstep: Class 15 contains 42529 members 
Mstep: Class 16 contains 3347 members 
Mstep: Class 17 contains 45090 members 
Mstep: Class 18 contains 2481 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41526 members 
Mstep: Class 21 contains 29578 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44498 members 
Mstep: Class 24 contains 40965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933608.000000 Penalty: 80096.007812
Iteration 238Q: 25 clusters Score -1.269336e+08 nChanged 2558
Entering ConstructFrom: 
Score: -126933608.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (47550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Entering Unmasked Estep 
Score: -8885034.000000 Penalty: 2670.845215
	Iteration 0F: 2 clusters Score -8885034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -8856226.000000 Penalty: 5341.690430
	Iteration 0F: 3 clusters Score -8856226 nChanged 21764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -8868213.000000 Penalty: 5341.690430
	Iteration 1F: 3 clusters Score -8868213 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -8868797.000000 Penalty: 5341.690430
	Iteration 2Q: 3 clusters Score -8868797 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -8869355.000000 Penalty: 5341.690430
	Iteration 3Q: 3 clusters Score -8869355 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -8870094.000000 Penalty: 5341.690430
	Iteration 4Q: 3 clusters Score -8870094 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -8871068.000000 Penalty: 5341.690430
	Iteration 5Q: 3 clusters Score -8871068 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -8872343.000000 Penalty: 5341.690430
	Iteration 6F: 3 clusters Score -8872343 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -8874006.000000 Penalty: 5341.690430
	Iteration 7F: 3 clusters Score -8874006 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -8876055.000000 Penalty: 5341.690430
	Iteration 8F: 3 clusters Score -8876055 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -8878100.000000 Penalty: 5341.690430
	Iteration 9F: 3 clusters Score -8878100 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -8879540.000000 Penalty: 5341.690430
	Iteration 10Q: 3 clusters Score -8879540 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -8880358.000000 Penalty: 5341.690430
	Iteration 11Q: 3 clusters Score -8880358 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -8880826.000000 Penalty: 5341.690430
	Iteration 12Q: 3 clusters Score -8880826 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -8881147.000000 Penalty: 5341.690430
	Iteration 13Q: 3 clusters Score -8881147 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -8881400.000000 Penalty: 5341.690430
	Iteration 14Q: 3 clusters Score -8881400 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -8881656.000000 Penalty: 5341.690430
	Iteration 15Q: 3 clusters Score -8881656 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -8881868.000000 Penalty: 5341.690430
	Iteration 16Q: 3 clusters Score -8881868 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -8882097.000000 Penalty: 5341.690430
	Iteration 17Q: 3 clusters Score -8882097 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -8882348.000000 Penalty: 5341.690430
	Iteration 18Q: 3 clusters Score -8882348 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -8882565.000000 Penalty: 5341.690430
	Iteration 19Q: 3 clusters Score -8882565 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -8882775.000000 Penalty: 5341.690430
	Iteration 20F: 3 clusters Score -8882775 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -8882955.000000 Penalty: 5341.690430
	Iteration 21Q: 3 clusters Score -8882955 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -8883123.000000 Penalty: 5341.690430
	Iteration 22Q: 3 clusters Score -8883123 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -8883271.000000 Penalty: 5341.690430
	Iteration 23Q: 3 clusters Score -8883271 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -8883469.000000 Penalty: 5341.690430
	Iteration 24Q: 3 clusters Score -8883469 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -8883627.000000 Penalty: 5341.690430
	Iteration 25Q: 3 clusters Score -8883627 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -8883751.000000 Penalty: 5341.690430
	Iteration 26Q: 3 clusters Score -8883751 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -8883834.000000 Penalty: 5341.690430
	Iteration 27Q: 3 clusters Score -8883834 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -8883960.000000 Penalty: 5341.690430
	Iteration 28Q: 3 clusters Score -8883960 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -8884033.000000 Penalty: 5341.690430
	Iteration 29Q: 3 clusters Score -8884033 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -8884103.000000 Penalty: 5341.690430
	Iteration 30Q: 3 clusters Score -8884103 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -8884186.000000 Penalty: 5341.690430
	Iteration 31Q: 3 clusters Score -8884186 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -8884196.000000 Penalty: 5341.690430
	Iteration 32Q: 3 clusters Score -8884196 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -8884255.000000 Penalty: 5341.690430
	Iteration 33Q: 3 clusters Score -8884255 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -8884231.000000 Penalty: 5341.690430
	Iteration 34Q: 3 clusters Score -8884231 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -8884263.000000 Penalty: 5341.690430
	Iteration 35Q: 3 clusters Score -8884263 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -8884198.000000 Penalty: 5341.690430
	Iteration 36Q: 3 clusters Score -8884198 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -8884161.000000 Penalty: 5341.690430
	Iteration 37Q: 3 clusters Score -8884161 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8884094.000000 Penalty: 5341.690430
	Iteration 38Q: 3 clusters Score -8884094 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -8884059.000000 Penalty: 5341.690430
	Iteration 39Q: 3 clusters Score -8884059 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8884041.000000 Penalty: 5341.690430
	Iteration 40F: 3 clusters Score -8884041 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8883970.000000 Penalty: 5341.690430
	Iteration 41Q: 3 clusters Score -8883970 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -8883927.000000 Penalty: 5341.690430
	Iteration 42Q: 3 clusters Score -8883927 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8883871.000000 Penalty: 5341.690430
	Iteration 43Q: 3 clusters Score -8883871 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8883816.000000 Penalty: 5341.690430
	Iteration 44Q: 3 clusters Score -8883816 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8883778.000000 Penalty: 5341.690430
	Iteration 45Q: 3 clusters Score -8883778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8883775.000000 Penalty: 5341.690430
	Iteration 46Q: 3 clusters Score -8883775 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8883727.000000 Penalty: 5341.690430
	Iteration 47Q: 3 clusters Score -8883727 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8883703.000000 Penalty: 5341.690430
	Iteration 48Q: 3 clusters Score -8883703 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8883699.000000 Penalty: 5341.690430
	Iteration 49Q: 3 clusters Score -8883699 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8883661.000000 Penalty: 5341.690430
	Iteration 50Q: 3 clusters Score -8883661 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8883642.000000 Penalty: 5341.690430
	Iteration 51Q: 3 clusters Score -8883642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8883632.000000 Penalty: 5341.690430
	Iteration 52Q: 3 clusters Score -8883632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8883619.000000 Penalty: 5341.690430
	Iteration 53Q: 3 clusters Score -8883619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -8883617.000000 Penalty: 5341.690430
	Iteration 54Q: 3 clusters Score -8883617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8883604.000000 Penalty: 5341.690430
	Iteration 55Q: 3 clusters Score -8883604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8883584.000000 Penalty: 5341.690430
	Iteration 56Q: 3 clusters Score -8883584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8883574.000000 Penalty: 5341.690430
	Iteration 57Q: 3 clusters Score -8883574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8883562.000000 Penalty: 5341.690430
	Iteration 58Q: 3 clusters Score -8883562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8883561.000000 Penalty: 5341.690430
	Iteration 59Q: 3 clusters Score -8883561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8883558.000000 Penalty: 5341.690430
	Iteration 60F: 3 clusters Score -8883558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8883552.000000 Penalty: 5341.690430
	Iteration 61Q: 3 clusters Score -8883552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8883555.000000 Penalty: 5341.690430
	Iteration 62Q: 3 clusters Score -8883555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46719 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8883546.000000 Penalty: 5341.690430
	Iteration 63Q: 3 clusters Score -8883546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8883545.000000 Penalty: 5341.690430
	Iteration 64Q: 3 clusters Score -8883545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8883534.000000 Penalty: 5341.690430
	Iteration 65Q: 3 clusters Score -8883534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8883536.000000 Penalty: 5341.690430
	Iteration 66Q: 3 clusters Score -8883536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8883542.000000 Penalty: 5341.690430
	Iteration 67Q: 3 clusters Score -8883542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8883541.000000 Penalty: 5341.690430
	Iteration 68Q: 3 clusters Score -8883541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8883532.000000 Penalty: 5341.690430
	Iteration 69Q: 3 clusters Score -8883532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8883541.000000 Penalty: 5341.690430
	Iteration 70Q: 3 clusters Score -8883541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8883541.000000 Penalty: 5341.690430
	Iteration 71Q: 3 clusters Score -8883541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8883534.000000 Penalty: 5341.690430
	Iteration 72Q: 3 clusters Score -8883534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8883532.000000 Penalty: 5341.690430
	Iteration 73Q: 3 clusters Score -8883532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8883532.000000 Penalty: 5341.690430
	Iteration 74F: 3 clusters Score -8883532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Entering Unmasked Estep 
Score: -7585681.500000 Penalty: 2635.915283
	Iteration 0F: 2 clusters Score -7585682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -7557827.500000 Penalty: 5271.830566
	Iteration 0F: 3 clusters Score -7557828 nChanged 18926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -7568218.000000 Penalty: 5271.830566
	Iteration 1F: 3 clusters Score -7568218 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -7568698.500000 Penalty: 5271.830566
	Iteration 2Q: 3 clusters Score -7568698 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -7569090.000000 Penalty: 5271.830566
	Iteration 3Q: 3 clusters Score -7569090 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -7569491.500000 Penalty: 5271.830566
	Iteration 4Q: 3 clusters Score -7569492 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -7569844.000000 Penalty: 5271.830566
	Iteration 5Q: 3 clusters Score -7569844 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -7570272.000000 Penalty: 5271.830566
	Iteration 6Q: 3 clusters Score -7570272 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -7570924.000000 Penalty: 5271.830566
	Iteration 7Q: 3 clusters Score -7570924 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -7571735.000000 Penalty: 5271.830566
	Iteration 8Q: 3 clusters Score -7571735 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -7572692.500000 Penalty: 5271.830566
	Iteration 9Q: 3 clusters Score -7572692 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -7573831.500000 Penalty: 5271.830566
	Iteration 10Q: 3 clusters Score -7573832 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -7574988.000000 Penalty: 5271.830566
	Iteration 11Q: 3 clusters Score -7574988 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -7576229.500000 Penalty: 5271.830566
	Iteration 12Q: 3 clusters Score -7576230 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -7577284.500000 Penalty: 5271.830566
	Iteration 13Q: 3 clusters Score -7577284 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -7577947.500000 Penalty: 5271.830566
	Iteration 14Q: 3 clusters Score -7577948 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -7578346.000000 Penalty: 5271.830566
	Iteration 15Q: 3 clusters Score -7578346 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -7578526.500000 Penalty: 5271.830566
	Iteration 16Q: 3 clusters Score -7578526 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -7578600.000000 Penalty: 5271.830566
	Iteration 17Q: 3 clusters Score -7578600 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -7578631.500000 Penalty: 5271.830566
	Iteration 18Q: 3 clusters Score -7578632 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -7578673.000000 Penalty: 5271.830566
	Iteration 19Q: 3 clusters Score -7578673 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -7578729.000000 Penalty: 5271.830566
	Iteration 20F: 3 clusters Score -7578729 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -7578790.000000 Penalty: 5271.830566
	Iteration 21Q: 3 clusters Score -7578790 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -7578804.500000 Penalty: 5271.830566
	Iteration 22Q: 3 clusters Score -7578804 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -7578826.500000 Penalty: 5271.830566
	Iteration 23Q: 3 clusters Score -7578826 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -7578850.500000 Penalty: 5271.830566
	Iteration 24Q: 3 clusters Score -7578850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -7578861.000000 Penalty: 5271.830566
	Iteration 25Q: 3 clusters Score -7578861 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -7578886.000000 Penalty: 5271.830566
	Iteration 26Q: 3 clusters Score -7578886 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -7578901.500000 Penalty: 5271.830566
	Iteration 27Q: 3 clusters Score -7578902 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -7578944.000000 Penalty: 5271.830566
	Iteration 28Q: 3 clusters Score -7578944 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -7578964.500000 Penalty: 5271.830566
	Iteration 29Q: 3 clusters Score -7578964 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -7578995.500000 Penalty: 5271.830566
	Iteration 30Q: 3 clusters Score -7578996 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -7579020.000000 Penalty: 5271.830566
	Iteration 31Q: 3 clusters Score -7579020 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -7579035.500000 Penalty: 5271.830566
	Iteration 32Q: 3 clusters Score -7579036 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -7579122.500000 Penalty: 5271.830566
	Iteration 33Q: 3 clusters Score -7579122 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -7579151.000000 Penalty: 5271.830566
	Iteration 34Q: 3 clusters Score -7579151 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -7579187.000000 Penalty: 5271.830566
	Iteration 35Q: 3 clusters Score -7579187 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -7579241.000000 Penalty: 5271.830566
	Iteration 36Q: 3 clusters Score -7579241 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -7579288.500000 Penalty: 5271.830566
	Iteration 37Q: 3 clusters Score -7579288 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -7579304.500000 Penalty: 5271.830566
	Iteration 38Q: 3 clusters Score -7579304 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -7579362.000000 Penalty: 5271.830566
	Iteration 39Q: 3 clusters Score -7579362 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -7579429.500000 Penalty: 5271.830566
	Iteration 40F: 3 clusters Score -7579430 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -7579454.500000 Penalty: 5271.830566
	Iteration 41Q: 3 clusters Score -7579454 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -7579522.500000 Penalty: 5271.830566
	Iteration 42Q: 3 clusters Score -7579522 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -7579591.500000 Penalty: 5271.830566
	Iteration 43Q: 3 clusters Score -7579592 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -7579668.000000 Penalty: 5271.830566
	Iteration 44Q: 3 clusters Score -7579668 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -7579719.500000 Penalty: 5271.830566
	Iteration 45Q: 3 clusters Score -7579720 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -7579791.000000 Penalty: 5271.830566
	Iteration 46Q: 3 clusters Score -7579791 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 32396 members 
Entering Unmasked Estep 
Score: -7579880.000000 Penalty: 5271.830566
	Iteration 47Q: 3 clusters Score -7579880 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -7579928.000000 Penalty: 5271.830566
	Iteration 48Q: 3 clusters Score -7579928 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -7580017.500000 Penalty: 5271.830566
	Iteration 49Q: 3 clusters Score -7580018 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -7580153.000000 Penalty: 5271.830566
	Iteration 50Q: 3 clusters Score -7580153 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -7580291.500000 Penalty: 5271.830566
	Iteration 51Q: 3 clusters Score -7580292 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -7580453.500000 Penalty: 5271.830566
	Iteration 52Q: 3 clusters Score -7580454 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -7580630.000000 Penalty: 5271.830566
	Iteration 53Q: 3 clusters Score -7580630 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -7580767.000000 Penalty: 5271.830566
	Iteration 54Q: 3 clusters Score -7580767 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -7580925.000000 Penalty: 5271.830566
	Iteration 55Q: 3 clusters Score -7580925 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -7581107.500000 Penalty: 5271.830566
	Iteration 56Q: 3 clusters Score -7581108 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -7581282.500000 Penalty: 5271.830566
	Iteration 57Q: 3 clusters Score -7581282 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -7581505.500000 Penalty: 5271.830566
	Iteration 58Q: 3 clusters Score -7581506 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -7581716.000000 Penalty: 5271.830566
	Iteration 59Q: 3 clusters Score -7581716 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -7581876.500000 Penalty: 5271.830566
	Iteration 60F: 3 clusters Score -7581876 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -7582062.500000 Penalty: 5271.830566
	Iteration 61Q: 3 clusters Score -7582062 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -7582245.500000 Penalty: 5271.830566
	Iteration 62Q: 3 clusters Score -7582246 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -7582394.500000 Penalty: 5271.830566
	Iteration 63Q: 3 clusters Score -7582394 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -7582530.000000 Penalty: 5271.830566
	Iteration 64Q: 3 clusters Score -7582530 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -7582687.500000 Penalty: 5271.830566
	Iteration 65Q: 3 clusters Score -7582688 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -7582820.000000 Penalty: 5271.830566
	Iteration 66Q: 3 clusters Score -7582820 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -7582910.500000 Penalty: 5271.830566
	Iteration 67Q: 3 clusters Score -7582910 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -7583000.000000 Penalty: 5271.830566
	Iteration 68Q: 3 clusters Score -7583000 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -7583055.500000 Penalty: 5271.830566
	Iteration 69Q: 3 clusters Score -7583056 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -7583118.000000 Penalty: 5271.830566
	Iteration 70Q: 3 clusters Score -7583118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -7583169.500000 Penalty: 5271.830566
	Iteration 71Q: 3 clusters Score -7583170 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -7583204.500000 Penalty: 5271.830566
	Iteration 72Q: 3 clusters Score -7583204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -7583219.500000 Penalty: 5271.830566
	Iteration 73Q: 3 clusters Score -7583220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -7583234.000000 Penalty: 5271.830566
	Iteration 74Q: 3 clusters Score -7583234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -7583256.500000 Penalty: 5271.830566
	Iteration 75Q: 3 clusters Score -7583256 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -7583282.500000 Penalty: 5271.830566
	Iteration 76Q: 3 clusters Score -7583282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -7583302.500000 Penalty: 5271.830566
	Iteration 77Q: 3 clusters Score -7583302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -7583307.500000 Penalty: 5271.830566
	Iteration 78Q: 3 clusters Score -7583308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -7583317.000000 Penalty: 5271.830566
	Iteration 79Q: 3 clusters Score -7583317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -7583319.000000 Penalty: 5271.830566
	Iteration 80F: 3 clusters Score -7583319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -7583321.500000 Penalty: 5271.830566
	Iteration 81Q: 3 clusters Score -7583322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -7583320.000000 Penalty: 5271.830566
	Iteration 82Q: 3 clusters Score -7583320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -7583321.500000 Penalty: 5271.830566
	Iteration 83Q: 3 clusters Score -7583322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -7583320.500000 Penalty: 5271.830566
	Iteration 84Q: 3 clusters Score -7583320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -7583320.500000 Penalty: 5271.830566
	Iteration 85F: 3 clusters Score -7583320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Entering Unmasked Estep 
Score: -7893020.000000 Penalty: 2645.329346
	Iteration 0F: 2 clusters Score -7893020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -7864096.500000 Penalty: 5290.658691
	Iteration 0F: 3 clusters Score -7864096 nChanged 19647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -7874979.000000 Penalty: 5290.658691
	Iteration 1F: 3 clusters Score -7874979 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -7875869.000000 Penalty: 5290.658691
	Iteration 2Q: 3 clusters Score -7875869 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -7877125.000000 Penalty: 5290.658691
	Iteration 3F: 3 clusters Score -7877125 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -7878850.000000 Penalty: 5290.658691
	Iteration 4F: 3 clusters Score -7878850 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -7880733.500000 Penalty: 5290.658691
	Iteration 5F: 3 clusters Score -7880734 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -7882923.500000 Penalty: 5290.658691
	Iteration 6F: 3 clusters Score -7882924 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -7885188.000000 Penalty: 5290.658691
	Iteration 7F: 3 clusters Score -7885188 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -7887249.500000 Penalty: 5290.658691
	Iteration 8F: 3 clusters Score -7887250 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -7888553.000000 Penalty: 5290.658691
	Iteration 9Q: 3 clusters Score -7888553 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -7889238.000000 Penalty: 5290.658691
	Iteration 10Q: 3 clusters Score -7889238 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -7889598.000000 Penalty: 5290.658691
	Iteration 11Q: 3 clusters Score -7889598 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -7889950.000000 Penalty: 5290.658691
	Iteration 12Q: 3 clusters Score -7889950 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -7890204.500000 Penalty: 5290.658691
	Iteration 13Q: 3 clusters Score -7890204 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7890444.000000 Penalty: 5290.658691
	Iteration 14Q: 3 clusters Score -7890444 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -7890584.000000 Penalty: 5290.658691
	Iteration 15Q: 3 clusters Score -7890584 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -7890697.000000 Penalty: 5290.658691
	Iteration 16Q: 3 clusters Score -7890697 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -7890835.000000 Penalty: 5290.658691
	Iteration 17Q: 3 clusters Score -7890835 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -7890946.500000 Penalty: 5290.658691
	Iteration 18Q: 3 clusters Score -7890946 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -7891051.500000 Penalty: 5290.658691
	Iteration 19Q: 3 clusters Score -7891052 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -7891132.500000 Penalty: 5290.658691
	Iteration 20F: 3 clusters Score -7891132 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -7891199.500000 Penalty: 5290.658691
	Iteration 21Q: 3 clusters Score -7891200 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -7891275.500000 Penalty: 5290.658691
	Iteration 22Q: 3 clusters Score -7891276 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -7891355.000000 Penalty: 5290.658691
	Iteration 23Q: 3 clusters Score -7891355 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -7891408.500000 Penalty: 5290.658691
	Iteration 24Q: 3 clusters Score -7891408 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -7891476.000000 Penalty: 5290.658691
	Iteration 25Q: 3 clusters Score -7891476 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -7891540.500000 Penalty: 5290.658691
	Iteration 26Q: 3 clusters Score -7891540 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -7891575.000000 Penalty: 5290.658691
	Iteration 27Q: 3 clusters Score -7891575 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -7891632.500000 Penalty: 5290.658691
	Iteration 28Q: 3 clusters Score -7891632 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -7891663.500000 Penalty: 5290.658691
	Iteration 29Q: 3 clusters Score -7891664 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -7891677.000000 Penalty: 5290.658691
	Iteration 30Q: 3 clusters Score -7891677 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -7891699.000000 Penalty: 5290.658691
	Iteration 31Q: 3 clusters Score -7891699 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -7891736.500000 Penalty: 5290.658691
	Iteration 32Q: 3 clusters Score -7891736 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -7891752.500000 Penalty: 5290.658691
	Iteration 33Q: 3 clusters Score -7891752 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -7891737.000000 Penalty: 5290.658691
	Iteration 34Q: 3 clusters Score -7891737 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -7891778.500000 Penalty: 5290.658691
	Iteration 35Q: 3 clusters Score -7891778 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -7891808.000000 Penalty: 5290.658691
	Iteration 36Q: 3 clusters Score -7891808 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -7891825.000000 Penalty: 5290.658691
	Iteration 37Q: 3 clusters Score -7891825 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -7891846.500000 Penalty: 5290.658691
	Iteration 38Q: 3 clusters Score -7891846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -7891872.000000 Penalty: 5290.658691
	Iteration 39Q: 3 clusters Score -7891872 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -7891883.500000 Penalty: 5290.658691
	Iteration 40F: 3 clusters Score -7891884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -7891889.000000 Penalty: 5290.658691
	Iteration 41Q: 3 clusters Score -7891889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -7891887.000000 Penalty: 5290.658691
	Iteration 42Q: 3 clusters Score -7891887 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -7891909.000000 Penalty: 5290.658691
	Iteration 43Q: 3 clusters Score -7891909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -7891931.000000 Penalty: 5290.658691
	Iteration 44Q: 3 clusters Score -7891931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -7891934.500000 Penalty: 5290.658691
	Iteration 45Q: 3 clusters Score -7891934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -7891943.000000 Penalty: 5290.658691
	Iteration 46Q: 3 clusters Score -7891943 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -7891934.000000 Penalty: 5290.658691
	Iteration 47Q: 3 clusters Score -7891934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -7891923.000000 Penalty: 5290.658691
	Iteration 48Q: 3 clusters Score -7891923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -7891931.000000 Penalty: 5290.658691
	Iteration 49Q: 3 clusters Score -7891931 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -7891937.000000 Penalty: 5290.658691
	Iteration 50Q: 3 clusters Score -7891937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -7891942.500000 Penalty: 5290.658691
	Iteration 51Q: 3 clusters Score -7891942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -7891945.500000 Penalty: 5290.658691
	Iteration 52Q: 3 clusters Score -7891946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -7891962.500000 Penalty: 5290.658691
	Iteration 53Q: 3 clusters Score -7891962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -7891963.500000 Penalty: 5290.658691
	Iteration 54Q: 3 clusters Score -7891964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -7891968.500000 Penalty: 5290.658691
	Iteration 55Q: 3 clusters Score -7891968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -7891961.000000 Penalty: 5290.658691
	Iteration 56Q: 3 clusters Score -7891961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -7891983.000000 Penalty: 5290.658691
	Iteration 57Q: 3 clusters Score -7891983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -7891984.000000 Penalty: 5290.658691
	Iteration 58Q: 3 clusters Score -7891984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -7891991.000000 Penalty: 5290.658691
	Iteration 59Q: 3 clusters Score -7891991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -7892003.000000 Penalty: 5290.658691
	Iteration 60F: 3 clusters Score -7892003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -7892002.500000 Penalty: 5290.658691
	Iteration 61Q: 3 clusters Score -7892002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -7892004.000000 Penalty: 5290.658691
	Iteration 62Q: 3 clusters Score -7892004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -7892007.500000 Penalty: 5290.658691
	Iteration 63Q: 3 clusters Score -7892008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -7892004.500000 Penalty: 5290.658691
	Iteration 64Q: 3 clusters Score -7892004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -7892004.500000 Penalty: 5290.658691
	Iteration 65Q: 3 clusters Score -7892004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -7892011.500000 Penalty: 5290.658691
	Iteration 66Q: 3 clusters Score -7892012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -7892010.000000 Penalty: 5290.658691
	Iteration 67Q: 3 clusters Score -7892010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7892011.500000 Penalty: 5290.658691
	Iteration 68Q: 3 clusters Score -7892012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -7892005.500000 Penalty: 5290.658691
	Iteration 69Q: 3 clusters Score -7892006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -7892013.500000 Penalty: 5290.658691
	Iteration 70Q: 3 clusters Score -7892014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -7892010.500000 Penalty: 5290.658691
	Iteration 71Q: 3 clusters Score -7892010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -7892013.500000 Penalty: 5290.658691
	Iteration 72Q: 3 clusters Score -7892014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -7892005.500000 Penalty: 5290.658691
	Iteration 73Q: 3 clusters Score -7892006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -7892007.000000 Penalty: 5290.658691
	Iteration 74Q: 3 clusters Score -7892007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -7892006.000000 Penalty: 5290.658691
	Iteration 75Q: 3 clusters Score -7892006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -7892012.000000 Penalty: 5290.658691
	Iteration 76Q: 3 clusters Score -7892012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -7892012.000000 Penalty: 5290.658691
	Iteration 77Q: 3 clusters Score -7892012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -7892011.000000 Penalty: 5290.658691
	Iteration 78Q: 3 clusters Score -7892011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -7892010.500000 Penalty: 5290.658691
	Iteration 79Q: 3 clusters Score -7892010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -7892010.500000 Penalty: 5290.658691
	Iteration 80F: 3 clusters Score -7892010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Entering Unmasked Estep 
Score: -8704539.000000 Penalty: 2671.251709
	Iteration 0F: 2 clusters Score -8704539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -8673712.000000 Penalty: 5342.503418
	Iteration 0F: 3 clusters Score -8673712 nChanged 22037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -8685921.000000 Penalty: 5342.503418
	Iteration 1F: 3 clusters Score -8685921 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -8686370.000000 Penalty: 5342.503418
	Iteration 2Q: 3 clusters Score -8686370 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -8686806.000000 Penalty: 5342.503418
	Iteration 3Q: 3 clusters Score -8686806 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -8687225.000000 Penalty: 5342.503418
	Iteration 4Q: 3 clusters Score -8687225 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -8687840.000000 Penalty: 5342.503418
	Iteration 5Q: 3 clusters Score -8687840 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -8688731.000000 Penalty: 5342.503418
	Iteration 6Q: 3 clusters Score -8688731 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -8690225.000000 Penalty: 5342.503418
	Iteration 7F: 3 clusters Score -8690225 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -8692666.000000 Penalty: 5342.503418
	Iteration 8F: 3 clusters Score -8692666 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -8696059.000000 Penalty: 5342.503418
	Iteration 9F: 3 clusters Score -8696059 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -8699265.000000 Penalty: 5342.503418
	Iteration 10F: 3 clusters Score -8699265 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8700961.000000 Penalty: 5342.503418
	Iteration 11Q: 3 clusters Score -8700961 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8701652.000000 Penalty: 5342.503418
	Iteration 12Q: 3 clusters Score -8701652 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8701976.000000 Penalty: 5342.503418
	Iteration 13Q: 3 clusters Score -8701976 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8702075.000000 Penalty: 5342.503418
	Iteration 14Q: 3 clusters Score -8702075 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8702148.000000 Penalty: 5342.503418
	Iteration 15Q: 3 clusters Score -8702148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8702196.000000 Penalty: 5342.503418
	Iteration 16Q: 3 clusters Score -8702196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8702213.000000 Penalty: 5342.503418
	Iteration 17Q: 3 clusters Score -8702213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8702228.000000 Penalty: 5342.503418
	Iteration 18Q: 3 clusters Score -8702228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8702241.000000 Penalty: 5342.503418
	Iteration 19Q: 3 clusters Score -8702241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8702247.000000 Penalty: 5342.503418
	Iteration 20F: 3 clusters Score -8702247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8702253.000000 Penalty: 5342.503418
	Iteration 21Q: 3 clusters Score -8702253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8702253.000000 Penalty: 5342.503418
	Iteration 22Q: 3 clusters Score -8702253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8702253.000000 Penalty: 5342.503418
	Iteration 23F: 3 clusters Score -8702253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Entering Unmasked Estep 
Score: -8575586.000000 Penalty: 2663.041260
	Iteration 0F: 2 clusters Score -8575586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -8545753.000000 Penalty: 5326.082520
	Iteration 0F: 3 clusters Score -8545753 nChanged 21110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -8557547.000000 Penalty: 5326.082520
	Iteration 1F: 3 clusters Score -8557547 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -8558205.000000 Penalty: 5326.082520
	Iteration 2Q: 3 clusters Score -8558205 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -8558762.000000 Penalty: 5326.082520
	Iteration 3Q: 3 clusters Score -8558762 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -8559322.000000 Penalty: 5326.082520
	Iteration 4Q: 3 clusters Score -8559322 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -8559995.000000 Penalty: 5326.082520
	Iteration 5Q: 3 clusters Score -8559995 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -8560750.000000 Penalty: 5326.082520
	Iteration 6Q: 3 clusters Score -8560750 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -8561734.000000 Penalty: 5326.082520
	Iteration 7Q: 3 clusters Score -8561734 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -8562959.000000 Penalty: 5326.082520
	Iteration 8Q: 3 clusters Score -8562959 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -8564546.000000 Penalty: 5326.082520
	Iteration 9F: 3 clusters Score -8564546 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -8566048.000000 Penalty: 5326.082520
	Iteration 10F: 3 clusters Score -8566048 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -8566936.000000 Penalty: 5326.082520
	Iteration 11Q: 3 clusters Score -8566936 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -8567376.000000 Penalty: 5326.082520
	Iteration 12Q: 3 clusters Score -8567376 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -8567572.000000 Penalty: 5326.082520
	Iteration 13Q: 3 clusters Score -8567572 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -8567638.000000 Penalty: 5326.082520
	Iteration 14Q: 3 clusters Score -8567638 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -8567737.000000 Penalty: 5326.082520
	Iteration 15Q: 3 clusters Score -8567737 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -8567828.000000 Penalty: 5326.082520
	Iteration 16Q: 3 clusters Score -8567828 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -8567879.000000 Penalty: 5326.082520
	Iteration 17Q: 3 clusters Score -8567879 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -8567926.000000 Penalty: 5326.082520
	Iteration 18Q: 3 clusters Score -8567926 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -8567987.000000 Penalty: 5326.082520
	Iteration 19Q: 3 clusters Score -8567987 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -8568001.000000 Penalty: 5326.082520
	Iteration 20F: 3 clusters Score -8568001 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -8568084.000000 Penalty: 5326.082520
	Iteration 21Q: 3 clusters Score -8568084 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -8568183.000000 Penalty: 5326.082520
	Iteration 22Q: 3 clusters Score -8568183 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -8568190.000000 Penalty: 5326.082520
	Iteration 23Q: 3 clusters Score -8568190 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -8568325.000000 Penalty: 5326.082520
	Iteration 24Q: 3 clusters Score -8568325 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -8568388.000000 Penalty: 5326.082520
	Iteration 25Q: 3 clusters Score -8568388 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -8568443.000000 Penalty: 5326.082520
	Iteration 26Q: 3 clusters Score -8568443 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -8568569.000000 Penalty: 5326.082520
	Iteration 27Q: 3 clusters Score -8568569 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -8568623.000000 Penalty: 5326.082520
	Iteration 28Q: 3 clusters Score -8568623 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -8568753.000000 Penalty: 5326.082520
	Iteration 29Q: 3 clusters Score -8568753 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -8568897.000000 Penalty: 5326.082520
	Iteration 30Q: 3 clusters Score -8568897 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -8569013.000000 Penalty: 5326.082520
	Iteration 31Q: 3 clusters Score -8569013 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -8569206.000000 Penalty: 5326.082520
	Iteration 32Q: 3 clusters Score -8569206 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -8569351.000000 Penalty: 5326.082520
	Iteration 33Q: 3 clusters Score -8569351 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -8569468.000000 Penalty: 5326.082520
	Iteration 34Q: 3 clusters Score -8569468 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -8569581.000000 Penalty: 5326.082520
	Iteration 35Q: 3 clusters Score -8569581 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -8569705.000000 Penalty: 5326.082520
	Iteration 36Q: 3 clusters Score -8569705 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -8569825.000000 Penalty: 5326.082520
	Iteration 37Q: 3 clusters Score -8569825 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -8569919.000000 Penalty: 5326.082520
	Iteration 38Q: 3 clusters Score -8569919 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -8570005.000000 Penalty: 5326.082520
	Iteration 39Q: 3 clusters Score -8570005 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -8570066.000000 Penalty: 5326.082520
	Iteration 40F: 3 clusters Score -8570066 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -8570110.000000 Penalty: 5326.082520
	Iteration 41Q: 3 clusters Score -8570110 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -8570185.000000 Penalty: 5326.082520
	Iteration 42Q: 3 clusters Score -8570185 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -8570255.000000 Penalty: 5326.082520
	Iteration 43Q: 3 clusters Score -8570255 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -8570338.000000 Penalty: 5326.082520
	Iteration 44Q: 3 clusters Score -8570338 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -8570386.000000 Penalty: 5326.082520
	Iteration 45Q: 3 clusters Score -8570386 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -8570430.000000 Penalty: 5326.082520
	Iteration 46Q: 3 clusters Score -8570430 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -8570491.000000 Penalty: 5326.082520
	Iteration 47Q: 3 clusters Score -8570491 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -8570523.000000 Penalty: 5326.082520
	Iteration 48Q: 3 clusters Score -8570523 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -8570592.000000 Penalty: 5326.082520
	Iteration 49Q: 3 clusters Score -8570592 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -8570653.000000 Penalty: 5326.082520
	Iteration 50Q: 3 clusters Score -8570653 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -8570705.000000 Penalty: 5326.082520
	Iteration 51Q: 3 clusters Score -8570705 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -8570785.000000 Penalty: 5326.082520
	Iteration 52Q: 3 clusters Score -8570785 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -8570822.000000 Penalty: 5326.082520
	Iteration 53Q: 3 clusters Score -8570822 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -8570881.000000 Penalty: 5326.082520
	Iteration 54Q: 3 clusters Score -8570881 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -8570958.000000 Penalty: 5326.082520
	Iteration 55Q: 3 clusters Score -8570958 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -8571014.000000 Penalty: 5326.082520
	Iteration 56Q: 3 clusters Score -8571014 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -8571057.000000 Penalty: 5326.082520
	Iteration 57Q: 3 clusters Score -8571057 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -8571123.000000 Penalty: 5326.082520
	Iteration 58Q: 3 clusters Score -8571123 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -8571165.000000 Penalty: 5326.082520
	Iteration 59Q: 3 clusters Score -8571165 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -8571241.000000 Penalty: 5326.082520
	Iteration 60F: 3 clusters Score -8571241 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -8571291.000000 Penalty: 5326.082520
	Iteration 61Q: 3 clusters Score -8571291 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -8571359.000000 Penalty: 5326.082520
	Iteration 62Q: 3 clusters Score -8571359 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -8571439.000000 Penalty: 5326.082520
	Iteration 63Q: 3 clusters Score -8571439 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -8571477.000000 Penalty: 5326.082520
	Iteration 64Q: 3 clusters Score -8571477 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -8571505.000000 Penalty: 5326.082520
	Iteration 65Q: 3 clusters Score -8571505 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -8571538.000000 Penalty: 5326.082520
	Iteration 66Q: 3 clusters Score -8571538 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -8571576.000000 Penalty: 5326.082520
	Iteration 67Q: 3 clusters Score -8571576 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -8571563.000000 Penalty: 5326.082520
	Iteration 68Q: 3 clusters Score -8571563 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -8571619.000000 Penalty: 5326.082520
	Iteration 69Q: 3 clusters Score -8571619 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -8571667.000000 Penalty: 5326.082520
	Iteration 70Q: 3 clusters Score -8571667 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -8571696.000000 Penalty: 5326.082520
	Iteration 71Q: 3 clusters Score -8571696 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -8571731.000000 Penalty: 5326.082520
	Iteration 72Q: 3 clusters Score -8571731 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -8571735.000000 Penalty: 5326.082520
	Iteration 73Q: 3 clusters Score -8571735 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -8571756.000000 Penalty: 5326.082520
	Iteration 74Q: 3 clusters Score -8571756 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -8571795.000000 Penalty: 5326.082520
	Iteration 75Q: 3 clusters Score -8571795 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -8571806.000000 Penalty: 5326.082520
	Iteration 76Q: 3 clusters Score -8571806 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -8571860.000000 Penalty: 5326.082520
	Iteration 77Q: 3 clusters Score -8571860 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -8571872.000000 Penalty: 5326.082520
	Iteration 78Q: 3 clusters Score -8571872 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -8571896.000000 Penalty: 5326.082520
	Iteration 79Q: 3 clusters Score -8571896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -8571924.000000 Penalty: 5326.082520
	Iteration 80F: 3 clusters Score -8571924 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -8571940.000000 Penalty: 5326.082520
	Iteration 81Q: 3 clusters Score -8571940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8571964 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8571989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -8572006.000000 Penalty: 5326.082520
	Iteration 84Q: 3 clusters Score -8572006 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8571999 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -8571988.000000 Penalty: 5326.082520
	Iteration 86Q: 3 clusters Score -8571988 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -8572009.000000 Penalty: 5326.082520
	Iteration 87Q: 3 clusters Score -8572009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -8572026.000000 Penalty: 5326.082520
	Iteration 88Q: 3 clusters Score -8572026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8572026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -8572039.000000 Penalty: 5326.082520
	Iteration 90Q: 3 clusters Score -8572039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -8572054.000000 Penalty: 5326.082520
	Iteration 91Q: 3 clusters Score -8572054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -8572060.000000 Penalty: 5326.082520
	Iteration 92Q: 3 clusters Score -8572060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -8572055.000000 Penalty: 5326.082520
	Iteration 93Q: 3 clusters Score -8572055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -8572070.000000 Penalty: 5326.082520
	Iteration 94Q: 3 clusters Score -8572070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8572074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -8572075.000000 Penalty: 5326.082520
	Iteration 96Q: 3 clusters Score -8572075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -8572083.000000 Penalty: 5326.082520
	Iteration 97Q: 3 clusters Score -8572083 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -8572097.000000 Penalty: 5326.082520
	Iteration 98Q: 3 clusters Score -8572097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8572097 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -8572098.000000 Penalty: 5326.082520
	Iteration 100F: 3 clusters Score -8572098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -8572119.000000 Penalty: 5326.082520
	Iteration 101Q: 3 clusters Score -8572119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -8572138.000000 Penalty: 5326.082520
	Iteration 102Q: 3 clusters Score -8572138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -8572126.000000 Penalty: 5326.082520
	Iteration 103Q: 3 clusters Score -8572126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -8572127.000000 Penalty: 5326.082520
	Iteration 104Q: 3 clusters Score -8572127 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -8572139.000000 Penalty: 5326.082520
	Iteration 105Q: 3 clusters Score -8572139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -8572143.000000 Penalty: 5326.082520
	Iteration 106Q: 3 clusters Score -8572143 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -8572148.000000 Penalty: 5326.082520
	Iteration 107Q: 3 clusters Score -8572148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -8572144.000000 Penalty: 5326.082520
	Iteration 108Q: 3 clusters Score -8572144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -8572164.000000 Penalty: 5326.082520
	Iteration 109Q: 3 clusters Score -8572164 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -8572173.000000 Penalty: 5326.082520
	Iteration 110Q: 3 clusters Score -8572173 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -8572194.000000 Penalty: 5326.082520
	Iteration 111Q: 3 clusters Score -8572194 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -8572209.000000 Penalty: 5326.082520
	Iteration 112Q: 3 clusters Score -8572209 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -8572213.000000 Penalty: 5326.082520
	Iteration 113Q: 3 clusters Score -8572213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8572239 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -8572266.000000 Penalty: 5326.082520
	Iteration 115Q: 3 clusters Score -8572266 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8572265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -8572271.000000 Penalty: 5326.082520
	Iteration 117Q: 3 clusters Score -8572271 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -8572282.000000 Penalty: 5326.082520
	Iteration 118Q: 3 clusters Score -8572282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -8572304.000000 Penalty: 5326.082520
	Iteration 119Q: 3 clusters Score -8572304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -8572322.000000 Penalty: 5326.082520
	Iteration 120F: 3 clusters Score -8572322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -8572338.000000 Penalty: 5326.082520
	Iteration 121Q: 3 clusters Score -8572338 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8572339 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -8572347.000000 Penalty: 5326.082520
	Iteration 123Q: 3 clusters Score -8572347 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -8572391.000000 Penalty: 5326.082520
	Iteration 124Q: 3 clusters Score -8572391 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -8572402.000000 Penalty: 5326.082520
	Iteration 125Q: 3 clusters Score -8572402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -8572420.000000 Penalty: 5326.082520
	Iteration 126Q: 3 clusters Score -8572420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -8572449.000000 Penalty: 5326.082520
	Iteration 127Q: 3 clusters Score -8572449 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8572490 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -8572521.000000 Penalty: 5326.082520
	Iteration 129Q: 3 clusters Score -8572521 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8572551 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8572610 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8572656 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8572726 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8572767 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -8572807.000000 Penalty: 5326.082520
	Iteration 135Q: 3 clusters Score -8572807 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8572841 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8572894 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8572931 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8572976 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -8573033.000000 Penalty: 5326.082520
	Iteration 140F: 3 clusters Score -8573033 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8573069 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8573095 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -8573117.000000 Penalty: 5326.082520
	Iteration 143Q: 3 clusters Score -8573117 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -8573149.000000 Penalty: 5326.082520
	Iteration 144Q: 3 clusters Score -8573149 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8573210 nChanged 196
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Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -8573233.000000 Penalty: 5326.082520
	Iteration 146Q: 3 clusters Score -8573233 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -8573243.000000 Penalty: 5326.082520
	Iteration 147Q: 3 clusters Score -8573243 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -8573262.000000 Penalty: 5326.082520
	Iteration 148Q: 3 clusters Score -8573262 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8573296 nChanged 168
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Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -8573312.000000 Penalty: 5326.082520
	Iteration 150Q: 3 clusters Score -8573312 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -8573341.000000 Penalty: 5326.082520
	Iteration 151Q: 3 clusters Score -8573341 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -8573363.000000 Penalty: 5326.082520
	Iteration 152Q: 3 clusters Score -8573363 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8573369 nChanged 88
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Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8573349 nChanged 69
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Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8573376 nChanged 77
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Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -8573393.000000 Penalty: 5326.082520
	Iteration 156Q: 3 clusters Score -8573393 nChanged 59
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Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -8573414.000000 Penalty: 5326.082520
	Iteration 157Q: 3 clusters Score -8573414 nChanged 54
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Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8573443 nChanged 49
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Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8573445 nChanged 43
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Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -8573455.000000 Penalty: 5326.082520
	Iteration 160F: 3 clusters Score -8573455 nChanged 32
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Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -8573458.000000 Penalty: 5326.082520
	Iteration 161Q: 3 clusters Score -8573458 nChanged 39
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Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8573477 nChanged 27
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Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 45450 members 
Entering Unmasked Estep 
Score: -8573479.000000 Penalty: 5326.082520
	Iteration 163Q: 3 clusters Score -8573479 nChanged 17
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Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8573483 nChanged 19
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Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8573491 nChanged 15
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Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -8573500 nChanged 13
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Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -8573507.000000 Penalty: 5326.082520
	Iteration 167Q: 3 clusters Score -8573507 nChanged 8
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Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8573503 nChanged 11
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Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8573503 nChanged 8
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Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8573512.000000 Penalty: 5326.082520
	Iteration 170Q: 3 clusters Score -8573512 nChanged 11
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Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -8573515.000000 Penalty: 5326.082520
	Iteration 171Q: 3 clusters Score -8573515 nChanged 5
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Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -8573516.000000 Penalty: 5326.082520
	Iteration 172Q: 3 clusters Score -8573516 nChanged 5
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Entering Unmasked Estep 
Score: -8573523.000000 Penalty: 5326.082520
	Iteration 173Q: 3 clusters Score -8573523 nChanged 5
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Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -8573520.000000 Penalty: 5326.082520
	Iteration 174Q: 3 clusters Score -8573520 nChanged 2
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Entering Unmasked Estep 
Score: -8573522.000000 Penalty: 5326.082520
	Iteration 175Q: 3 clusters Score -8573522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -8573527.000000 Penalty: 5326.082520
	Iteration 176Q: 3 clusters Score -8573527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -8573528.000000 Penalty: 5326.082520
	Iteration 177Q: 3 clusters Score -8573528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -8573522.000000 Penalty: 5326.082520
	Iteration 178Q: 3 clusters Score -8573522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -8573526.000000 Penalty: 5326.082520
	Iteration 179Q: 3 clusters Score -8573526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -8573526.000000 Penalty: 5326.082520
	Iteration 180F: 3 clusters Score -8573526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Entering Unmasked Estep 
Score: -9064382.000000 Penalty: 2676.944824
	Iteration 0F: 2 clusters Score -9064382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -9033833.000000 Penalty: 5353.889648
	Iteration 0F: 3 clusters Score -9033833 nChanged 22439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -9046319.000000 Penalty: 5353.889648
	Iteration 1F: 3 clusters Score -9046319 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -9046850.000000 Penalty: 5353.889648
	Iteration 2Q: 3 clusters Score -9046850 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -9047303.000000 Penalty: 5353.889648
	Iteration 3Q: 3 clusters Score -9047303 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -9047737.000000 Penalty: 5353.889648
	Iteration 4Q: 3 clusters Score -9047737 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -9048263.000000 Penalty: 5353.889648
	Iteration 5Q: 3 clusters Score -9048263 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -9048933.000000 Penalty: 5353.889648
	Iteration 6Q: 3 clusters Score -9048933 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -9050168.000000 Penalty: 5353.889648
	Iteration 7F: 3 clusters Score -9050168 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -9052200.000000 Penalty: 5353.889648
	Iteration 8F: 3 clusters Score -9052200 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -9054942.000000 Penalty: 5353.889648
	Iteration 9F: 3 clusters Score -9054942 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -9058122.000000 Penalty: 5353.889648
	Iteration 10F: 3 clusters Score -9058122 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -9060532.000000 Penalty: 5353.889648
	Iteration 11F: 3 clusters Score -9060532 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -9061630.000000 Penalty: 5353.889648
	Iteration 12Q: 3 clusters Score -9061630 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9061970.000000 Penalty: 5353.889648
	Iteration 13Q: 3 clusters Score -9061970 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9062058.000000 Penalty: 5353.889648
	Iteration 14Q: 3 clusters Score -9062058 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9062131.000000 Penalty: 5353.889648
	Iteration 15Q: 3 clusters Score -9062131 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9062161.000000 Penalty: 5353.889648
	Iteration 16Q: 3 clusters Score -9062161 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9062172.000000 Penalty: 5353.889648
	Iteration 17Q: 3 clusters Score -9062172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9062192.000000 Penalty: 5353.889648
	Iteration 18Q: 3 clusters Score -9062192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9062202.000000 Penalty: 5353.889648
	Iteration 19Q: 3 clusters Score -9062202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9062203.000000 Penalty: 5353.889648
	Iteration 20F: 3 clusters Score -9062203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9062204.000000 Penalty: 5353.889648
	Iteration 21Q: 3 clusters Score -9062204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9062222.000000 Penalty: 5353.889648
	Iteration 22Q: 3 clusters Score -9062222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9062217.000000 Penalty: 5353.889648
	Iteration 23Q: 3 clusters Score -9062217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9062226.000000 Penalty: 5353.889648
	Iteration 24Q: 3 clusters Score -9062226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9062224.000000 Penalty: 5353.889648
	Iteration 25Q: 3 clusters Score -9062224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9062225.000000 Penalty: 5353.889648
	Iteration 26Q: 3 clusters Score -9062225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9062226.000000 Penalty: 5353.889648
	Iteration 27Q: 3 clusters Score -9062226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9062219.000000 Penalty: 5353.889648
	Iteration 28Q: 3 clusters Score -9062219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9062224.000000 Penalty: 5353.889648
	Iteration 29Q: 3 clusters Score -9062224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9062224.000000 Penalty: 5353.889648
	Iteration 30F: 3 clusters Score -9062224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Entering Unmasked Estep 
Score: -8846836.000000 Penalty: 2671.865234
	Iteration 0F: 2 clusters Score -8846836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -8816779.000000 Penalty: 5343.730469
	Iteration 0F: 3 clusters Score -8816779 nChanged 21993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -8828966.000000 Penalty: 5343.730469
	Iteration 1F: 3 clusters Score -8828966 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -8829669.000000 Penalty: 5343.730469
	Iteration 2Q: 3 clusters Score -8829669 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -8830454.000000 Penalty: 5343.730469
	Iteration 3Q: 3 clusters Score -8830454 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -8831526.000000 Penalty: 5343.730469
	Iteration 4F: 3 clusters Score -8831526 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -8833249.000000 Penalty: 5343.730469
	Iteration 5F: 3 clusters Score -8833249 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -8835624.000000 Penalty: 5343.730469
	Iteration 6F: 3 clusters Score -8835624 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -8838422.000000 Penalty: 5343.730469
	Iteration 7F: 3 clusters Score -8838422 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -8841086.000000 Penalty: 5343.730469
	Iteration 8F: 3 clusters Score -8841086 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -8842905.000000 Penalty: 5343.730469
	Iteration 9Q: 3 clusters Score -8842905 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -8843921.000000 Penalty: 5343.730469
	Iteration 10Q: 3 clusters Score -8843921 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -8844392.000000 Penalty: 5343.730469
	Iteration 11Q: 3 clusters Score -8844392 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -8844595.000000 Penalty: 5343.730469
	Iteration 12Q: 3 clusters Score -8844595 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8844741.000000 Penalty: 5343.730469
	Iteration 13Q: 3 clusters Score -8844741 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8844856.000000 Penalty: 5343.730469
	Iteration 14Q: 3 clusters Score -8844856 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8844888.000000 Penalty: 5343.730469
	Iteration 15Q: 3 clusters Score -8844888 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8844918.000000 Penalty: 5343.730469
	Iteration 16Q: 3 clusters Score -8844918 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8844915.000000 Penalty: 5343.730469
	Iteration 17Q: 3 clusters Score -8844915 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8844929.000000 Penalty: 5343.730469
	Iteration 18Q: 3 clusters Score -8844929 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8844947.000000 Penalty: 5343.730469
	Iteration 19Q: 3 clusters Score -8844947 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8844943.000000 Penalty: 5343.730469
	Iteration 20F: 3 clusters Score -8844943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8844981.000000 Penalty: 5343.730469
	Iteration 21Q: 3 clusters Score -8844981 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8844979.000000 Penalty: 5343.730469
	Iteration 22Q: 3 clusters Score -8844979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8844987.000000 Penalty: 5343.730469
	Iteration 23Q: 3 clusters Score -8844987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8844983.000000 Penalty: 5343.730469
	Iteration 24Q: 3 clusters Score -8844983 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8844991.000000 Penalty: 5343.730469
	Iteration 25Q: 3 clusters Score -8844991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8844995.000000 Penalty: 5343.730469
	Iteration 26Q: 3 clusters Score -8844995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8844993.000000 Penalty: 5343.730469
	Iteration 27Q: 3 clusters Score -8844993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8844995.000000 Penalty: 5343.730469
	Iteration 28Q: 3 clusters Score -8844995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8844996.000000 Penalty: 5343.730469
	Iteration 29Q: 3 clusters Score -8844996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8844995.000000 Penalty: 5343.730469
	Iteration 30Q: 3 clusters Score -8844995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8844998.000000 Penalty: 5343.730469
	Iteration 31Q: 3 clusters Score -8844998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8844998.000000 Penalty: 5343.730469
	Iteration 32F: 3 clusters Score -8844998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Entering Unmasked Estep 
Score: -185191.000000 Penalty: 1728.041504
	Iteration 0F: 2 clusters Score -185191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -183275.093750 Penalty: 3456.083008
	Iteration 0F: 3 clusters Score -183275.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -183677.078125 Penalty: 3456.083008
	Iteration 1F: 3 clusters Score -183677.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -183871.281250 Penalty: 3456.083008
	Iteration 2F: 3 clusters Score -183871.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -183990.562500 Penalty: 3456.083008
	Iteration 3F: 3 clusters Score -183990.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -184064.093750 Penalty: 3456.083008
	Iteration 4Q: 3 clusters Score -184064.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -184112.765625 Penalty: 3456.083008
	Iteration 5Q: 3 clusters Score -184112.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -184166.046875 Penalty: 3456.083008
	Iteration 6Q: 3 clusters Score -184166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -184214.921875 Penalty: 3456.083008
	Iteration 7Q: 3 clusters Score -184214.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -184258.718750 Penalty: 3456.083008
	Iteration 8Q: 3 clusters Score -184258.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -184288.312500 Penalty: 3456.083008
	Iteration 9Q: 3 clusters Score -184288.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -184328.875000 Penalty: 3456.083008
	Iteration 10Q: 3 clusters Score -184328.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -184384.125000 Penalty: 3456.083008
	Iteration 11Q: 3 clusters Score -184384.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -184437.921875 Penalty: 3456.083008
	Iteration 12Q: 3 clusters Score -184437.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -184484.328125 Penalty: 3456.083008
	Iteration 13Q: 3 clusters Score -184484.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -184520.812500 Penalty: 3456.083008
	Iteration 14Q: 3 clusters Score -184520.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -184544.609375 Penalty: 3456.083008
	Iteration 15Q: 3 clusters Score -184544.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -184589.109375 Penalty: 3456.083008
	Iteration 16Q: 3 clusters Score -184589.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -184631.312500 Penalty: 3456.083008
	Iteration 17Q: 3 clusters Score -184631.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -184656.250000 Penalty: 3456.083008
	Iteration 18Q: 3 clusters Score -184656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -184666.734375 Penalty: 3456.083008
	Iteration 19Q: 3 clusters Score -184666.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -184677.812500 Penalty: 3456.083008
	Iteration 20F: 3 clusters Score -184677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -184700.781250 Penalty: 3456.083008
	Iteration 21Q: 3 clusters Score -184700.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -184737.140625 Penalty: 3456.083008
	Iteration 22Q: 3 clusters Score -184737.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -184861.578125 Penalty: 3456.083008
	Iteration 23Q: 3 clusters Score -184861.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -184923.312500 Penalty: 3456.083008
	Iteration 24Q: 3 clusters Score -184923.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -184938.375000 Penalty: 3456.083008
	Iteration 25Q: 3 clusters Score -184938.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -184947.687500 Penalty: 3456.083008
	Iteration 26Q: 3 clusters Score -184947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -184949.031250 Penalty: 3456.083008
	Iteration 27Q: 3 clusters Score -184949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -184949.031250 Penalty: 3456.083008
	Iteration 28F: 3 clusters Score -184949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -84623.867188 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -84623.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83139.929688 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -83139.93 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83383.992188 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -83383.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -83477.117188 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -83477.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -83545.421875 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -83545.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -83597.820312 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -83597.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -83713.804688 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -83713.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -83847.367188 Penalty: 3123.366211
	Iteration 6F: 3 clusters Score -83847.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -84006.695312 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -84006.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -84123.656250 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -84123.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -84221.320312 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -84221.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -84313.593750 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -84313.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -84460.804688 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -84460.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -84490.164062 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -84490.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -84501.578125 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -84501.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -84518.265625 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -84518.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -84540.984375 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -84540.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -84569.265625 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -84569.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -84586.398438 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -84586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -84592.492188 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -84592.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -84594.726562 Penalty: 3123.366211
	Iteration 19F: 3 clusters Score -84594.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -84598.250000 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -84598.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -84602.562500 Penalty: 3123.366211
	Iteration 21Q: 3 clusters Score -84602.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -84611.296875 Penalty: 3123.366211
	Iteration 22Q: 3 clusters Score -84611.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -84611.296875 Penalty: 3123.366211
	Iteration 23F: 3 clusters Score -84611.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Entering Unmasked Estep 
Score: -8442365.000000 Penalty: 2659.610596
	Iteration 0F: 2 clusters Score -8442365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -8413145.000000 Penalty: 5319.221191
	Iteration 0F: 3 clusters Score -8413145 nChanged 20761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -8424614.000000 Penalty: 5319.221191
	Iteration 1F: 3 clusters Score -8424614 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -8425118.000000 Penalty: 5319.221191
	Iteration 2Q: 3 clusters Score -8425118 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -8425668.000000 Penalty: 5319.221191
	Iteration 3Q: 3 clusters Score -8425668 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -8426297.000000 Penalty: 5319.221191
	Iteration 4Q: 3 clusters Score -8426297 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -8427024.000000 Penalty: 5319.221191
	Iteration 5Q: 3 clusters Score -8427024 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -8428002.000000 Penalty: 5319.221191
	Iteration 6Q: 3 clusters Score -8428002 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -8429130.000000 Penalty: 5319.221191
	Iteration 7F: 3 clusters Score -8429130 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -8430490.000000 Penalty: 5319.221191
	Iteration 8F: 3 clusters Score -8430490 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -8432234.000000 Penalty: 5319.221191
	Iteration 9F: 3 clusters Score -8432234 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -8434178.000000 Penalty: 5319.221191
	Iteration 10F: 3 clusters Score -8434178 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -8436020.000000 Penalty: 5319.221191
	Iteration 11Q: 3 clusters Score -8436020 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -8437179.000000 Penalty: 5319.221191
	Iteration 12Q: 3 clusters Score -8437179 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -8437667.000000 Penalty: 5319.221191
	Iteration 13Q: 3 clusters Score -8437667 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -8437857.000000 Penalty: 5319.221191
	Iteration 14Q: 3 clusters Score -8437857 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -8438043.000000 Penalty: 5319.221191
	Iteration 15Q: 3 clusters Score -8438043 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -8438197.000000 Penalty: 5319.221191
	Iteration 16Q: 3 clusters Score -8438197 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -8438356.000000 Penalty: 5319.221191
	Iteration 17Q: 3 clusters Score -8438356 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -8438498.000000 Penalty: 5319.221191
	Iteration 18Q: 3 clusters Score -8438498 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -8438658.000000 Penalty: 5319.221191
	Iteration 19Q: 3 clusters Score -8438658 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -8438776.000000 Penalty: 5319.221191
	Iteration 20F: 3 clusters Score -8438776 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -8438925.000000 Penalty: 5319.221191
	Iteration 21Q: 3 clusters Score -8438925 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -8439053.000000 Penalty: 5319.221191
	Iteration 22Q: 3 clusters Score -8439053 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -8439240.000000 Penalty: 5319.221191
	Iteration 23Q: 3 clusters Score -8439240 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -8439429.000000 Penalty: 5319.221191
	Iteration 24Q: 3 clusters Score -8439429 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -8439594.000000 Penalty: 5319.221191
	Iteration 25Q: 3 clusters Score -8439594 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -8439805.000000 Penalty: 5319.221191
	Iteration 26Q: 3 clusters Score -8439805 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -8439934.000000 Penalty: 5319.221191
	Iteration 27Q: 3 clusters Score -8439934 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -8440070.000000 Penalty: 5319.221191
	Iteration 28Q: 3 clusters Score -8440070 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -8440153.000000 Penalty: 5319.221191
	Iteration 29Q: 3 clusters Score -8440153 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -8440237.000000 Penalty: 5319.221191
	Iteration 30Q: 3 clusters Score -8440237 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -8440318.000000 Penalty: 5319.221191
	Iteration 31Q: 3 clusters Score -8440318 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -8440379.000000 Penalty: 5319.221191
	Iteration 32Q: 3 clusters Score -8440379 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -8440467.000000 Penalty: 5319.221191
	Iteration 33Q: 3 clusters Score -8440467 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -8440522.000000 Penalty: 5319.221191
	Iteration 34Q: 3 clusters Score -8440522 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -8440561.000000 Penalty: 5319.221191
	Iteration 35Q: 3 clusters Score -8440561 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -8440613.000000 Penalty: 5319.221191
	Iteration 36Q: 3 clusters Score -8440613 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -8440663.000000 Penalty: 5319.221191
	Iteration 37Q: 3 clusters Score -8440663 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -8440673.000000 Penalty: 5319.221191
	Iteration 38Q: 3 clusters Score -8440673 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -8440696.000000 Penalty: 5319.221191
	Iteration 39Q: 3 clusters Score -8440696 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -8440702.000000 Penalty: 5319.221191
	Iteration 40F: 3 clusters Score -8440702 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -8440714.000000 Penalty: 5319.221191
	Iteration 41Q: 3 clusters Score -8440714 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -8440699.000000 Penalty: 5319.221191
	Iteration 42Q: 3 clusters Score -8440699 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -8440735.000000 Penalty: 5319.221191
	Iteration 43Q: 3 clusters Score -8440735 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -8440738.000000 Penalty: 5319.221191
	Iteration 44Q: 3 clusters Score -8440738 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -8440737.000000 Penalty: 5319.221191
	Iteration 45Q: 3 clusters Score -8440737 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -8440749.000000 Penalty: 5319.221191
	Iteration 46Q: 3 clusters Score -8440749 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -8440755.000000 Penalty: 5319.221191
	Iteration 47Q: 3 clusters Score -8440755 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -8440766.000000 Penalty: 5319.221191
	Iteration 48Q: 3 clusters Score -8440766 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -8440747.000000 Penalty: 5319.221191
	Iteration 49Q: 3 clusters Score -8440747 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -8440750.000000 Penalty: 5319.221191
	Iteration 50Q: 3 clusters Score -8440750 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -8440735.000000 Penalty: 5319.221191
	Iteration 51Q: 3 clusters Score -8440735 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -8440722.000000 Penalty: 5319.221191
	Iteration 52Q: 3 clusters Score -8440722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -8440700.000000 Penalty: 5319.221191
	Iteration 53Q: 3 clusters Score -8440700 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -8440702.000000 Penalty: 5319.221191
	Iteration 54Q: 3 clusters Score -8440702 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8440695.000000 Penalty: 5319.221191
	Iteration 55Q: 3 clusters Score -8440695 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -8440688.000000 Penalty: 5319.221191
	Iteration 56Q: 3 clusters Score -8440688 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -8440683.000000 Penalty: 5319.221191
	Iteration 57Q: 3 clusters Score -8440683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -8440658.000000 Penalty: 5319.221191
	Iteration 58Q: 3 clusters Score -8440658 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -8440659.000000 Penalty: 5319.221191
	Iteration 59Q: 3 clusters Score -8440659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -8440656.000000 Penalty: 5319.221191
	Iteration 60F: 3 clusters Score -8440656 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -8440642.000000 Penalty: 5319.221191
	Iteration 61Q: 3 clusters Score -8440642 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -8440633.000000 Penalty: 5319.221191
	Iteration 62Q: 3 clusters Score -8440633 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8440614.000000 Penalty: 5319.221191
	Iteration 63Q: 3 clusters Score -8440614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -8440617.000000 Penalty: 5319.221191
	Iteration 64Q: 3 clusters Score -8440617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -8440612.000000 Penalty: 5319.221191
	Iteration 65Q: 3 clusters Score -8440612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -8440602.000000 Penalty: 5319.221191
	Iteration 66Q: 3 clusters Score -8440602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -8440594.000000 Penalty: 5319.221191
	Iteration 67Q: 3 clusters Score -8440594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -8440594.000000 Penalty: 5319.221191
	Iteration 68Q: 3 clusters Score -8440594 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -8440584.000000 Penalty: 5319.221191
	Iteration 69Q: 3 clusters Score -8440584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -8440564.000000 Penalty: 5319.221191
	Iteration 70Q: 3 clusters Score -8440564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8440572.000000 Penalty: 5319.221191
	Iteration 71Q: 3 clusters Score -8440572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -8440563.000000 Penalty: 5319.221191
	Iteration 72Q: 3 clusters Score -8440563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -8440565.000000 Penalty: 5319.221191
	Iteration 73Q: 3 clusters Score -8440565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -8440564.000000 Penalty: 5319.221191
	Iteration 74Q: 3 clusters Score -8440564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -8440544.000000 Penalty: 5319.221191
	Iteration 75Q: 3 clusters Score -8440544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -8440547.000000 Penalty: 5319.221191
	Iteration 76Q: 3 clusters Score -8440547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -8440547.000000 Penalty: 5319.221191
	Iteration 77Q: 3 clusters Score -8440547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -8440547.000000 Penalty: 5319.221191
	Iteration 78Q: 3 clusters Score -8440547 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -8440544.000000 Penalty: 5319.221191
	Iteration 79Q: 3 clusters Score -8440544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -8440533.000000 Penalty: 5319.221191
	Iteration 80F: 3 clusters Score -8440533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -8440526.000000 Penalty: 5319.221191
	Iteration 81Q: 3 clusters Score -8440526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -8440517.000000 Penalty: 5319.221191
	Iteration 82Q: 3 clusters Score -8440517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -8440513.000000 Penalty: 5319.221191
	Iteration 83Q: 3 clusters Score -8440513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -8440515.000000 Penalty: 5319.221191
	Iteration 84Q: 3 clusters Score -8440515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -8440512.000000 Penalty: 5319.221191
	Iteration 85Q: 3 clusters Score -8440512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -8440523.000000 Penalty: 5319.221191
	Iteration 86Q: 3 clusters Score -8440523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -8440524.000000 Penalty: 5319.221191
	Iteration 87Q: 3 clusters Score -8440524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -8440526.000000 Penalty: 5319.221191
	Iteration 88Q: 3 clusters Score -8440526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -8440520.000000 Penalty: 5319.221191
	Iteration 89Q: 3 clusters Score -8440520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -8440520.000000 Penalty: 5319.221191
	Iteration 90Q: 3 clusters Score -8440520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -8440522.000000 Penalty: 5319.221191
	Iteration 91Q: 3 clusters Score -8440522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -8440524.000000 Penalty: 5319.221191
	Iteration 92Q: 3 clusters Score -8440524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8440524.000000 Penalty: 5319.221191
	Iteration 93Q: 3 clusters Score -8440524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -8440522.000000 Penalty: 5319.221191
	Iteration 94Q: 3 clusters Score -8440522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -8440518.000000 Penalty: 5319.221191
	Iteration 95Q: 3 clusters Score -8440518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -8440523.000000 Penalty: 5319.221191
	Iteration 96Q: 3 clusters Score -8440523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -8440526.000000 Penalty: 5319.221191
	Iteration 97Q: 3 clusters Score -8440526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8440529.000000 Penalty: 5319.221191
	Iteration 98Q: 3 clusters Score -8440529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 44655 members 
Entering Unmasked Estep 
Score: -8440509.000000 Penalty: 5319.221191
	Iteration 99Q: 3 clusters Score -8440509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -8440510.000000 Penalty: 5319.221191
	Iteration 100F: 3 clusters Score -8440510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -8440509.000000 Penalty: 5319.221191
	Iteration 101Q: 3 clusters Score -8440509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -8440509.000000 Penalty: 5319.221191
	Iteration 102F: 3 clusters Score -8440509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Entering Unmasked Estep 
Score: -6343862.500000 Penalty: 2589.730713
	Iteration 0F: 2 clusters Score -6343862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -6320427.000000 Penalty: 5179.461426
	Iteration 0F: 3 clusters Score -6320427 nChanged 15700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -6329481.500000 Penalty: 5179.461426
	Iteration 1F: 3 clusters Score -6329482 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -6330653.000000 Penalty: 5179.461426
	Iteration 2F: 3 clusters Score -6330653 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -6331833.000000 Penalty: 5179.461426
	Iteration 3F: 3 clusters Score -6331833 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -6333206.000000 Penalty: 5179.461426
	Iteration 4F: 3 clusters Score -6333206 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -6334857.000000 Penalty: 5179.461426
	Iteration 5F: 3 clusters Score -6334857 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -6336905.000000 Penalty: 5179.461426
	Iteration 6F: 3 clusters Score -6336905 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -6338850.000000 Penalty: 5179.461426
	Iteration 7F: 3 clusters Score -6338850 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -6340059.500000 Penalty: 5179.461426
	Iteration 8F: 3 clusters Score -6340060 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -6340547.000000 Penalty: 5179.461426
	Iteration 9Q: 3 clusters Score -6340547 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -6340785.500000 Penalty: 5179.461426
	Iteration 10Q: 3 clusters Score -6340786 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -6340898.500000 Penalty: 5179.461426
	Iteration 11Q: 3 clusters Score -6340898 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -6340982.000000 Penalty: 5179.461426
	Iteration 12Q: 3 clusters Score -6340982 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -6341038.500000 Penalty: 5179.461426
	Iteration 13Q: 3 clusters Score -6341038 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -6341091.000000 Penalty: 5179.461426
	Iteration 14Q: 3 clusters Score -6341091 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -6341136.000000 Penalty: 5179.461426
	Iteration 15Q: 3 clusters Score -6341136 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -6341160.000000 Penalty: 5179.461426
	Iteration 16Q: 3 clusters Score -6341160 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -6341206.000000 Penalty: 5179.461426
	Iteration 17Q: 3 clusters Score -6341206 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -6341216.000000 Penalty: 5179.461426
	Iteration 18Q: 3 clusters Score -6341216 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -6341235.500000 Penalty: 5179.461426
	Iteration 19Q: 3 clusters Score -6341236 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -6341233.000000 Penalty: 5179.461426
	Iteration 20F: 3 clusters Score -6341233 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -6341257.000000 Penalty: 5179.461426
	Iteration 21Q: 3 clusters Score -6341257 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -6341262.000000 Penalty: 5179.461426
	Iteration 22Q: 3 clusters Score -6341262 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -6341264.000000 Penalty: 5179.461426
	Iteration 23Q: 3 clusters Score -6341264 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -6341295.000000 Penalty: 5179.461426
	Iteration 24Q: 3 clusters Score -6341295 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -6341285.000000 Penalty: 5179.461426
	Iteration 25Q: 3 clusters Score -6341285 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -6341315.500000 Penalty: 5179.461426
	Iteration 26Q: 3 clusters Score -6341316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -6341322.500000 Penalty: 5179.461426
	Iteration 27Q: 3 clusters Score -6341322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -6341327.000000 Penalty: 5179.461426
	Iteration 28Q: 3 clusters Score -6341327 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -6341345.000000 Penalty: 5179.461426
	Iteration 29Q: 3 clusters Score -6341345 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -6341349.000000 Penalty: 5179.461426
	Iteration 30Q: 3 clusters Score -6341349 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -6341364.500000 Penalty: 5179.461426
	Iteration 31Q: 3 clusters Score -6341364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -6341370.000000 Penalty: 5179.461426
	Iteration 32Q: 3 clusters Score -6341370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -6341374.500000 Penalty: 5179.461426
	Iteration 33Q: 3 clusters Score -6341374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -6341376.000000 Penalty: 5179.461426
	Iteration 34Q: 3 clusters Score -6341376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -6341385.500000 Penalty: 5179.461426
	Iteration 35Q: 3 clusters Score -6341386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -6341405.500000 Penalty: 5179.461426
	Iteration 36Q: 3 clusters Score -6341406 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -6341409.000000 Penalty: 5179.461426
	Iteration 37Q: 3 clusters Score -6341409 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -6341421.000000 Penalty: 5179.461426
	Iteration 38Q: 3 clusters Score -6341421 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -6341435.000000 Penalty: 5179.461426
	Iteration 39Q: 3 clusters Score -6341435 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -6341462.500000 Penalty: 5179.461426
	Iteration 40F: 3 clusters Score -6341462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -6341475.500000 Penalty: 5179.461426
	Iteration 41Q: 3 clusters Score -6341476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -6341489.000000 Penalty: 5179.461426
	Iteration 42Q: 3 clusters Score -6341489 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -6341485.000000 Penalty: 5179.461426
	Iteration 43Q: 3 clusters Score -6341485 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -6341489.500000 Penalty: 5179.461426
	Iteration 44Q: 3 clusters Score -6341490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -6341503.500000 Penalty: 5179.461426
	Iteration 45Q: 3 clusters Score -6341504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -6341513.000000 Penalty: 5179.461426
	Iteration 46Q: 3 clusters Score -6341513 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -6341529.500000 Penalty: 5179.461426
	Iteration 47Q: 3 clusters Score -6341530 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -6341530.000000 Penalty: 5179.461426
	Iteration 48Q: 3 clusters Score -6341530 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -6341537.500000 Penalty: 5179.461426
	Iteration 49Q: 3 clusters Score -6341538 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -6341553.000000 Penalty: 5179.461426
	Iteration 50Q: 3 clusters Score -6341553 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -6341568.500000 Penalty: 5179.461426
	Iteration 51Q: 3 clusters Score -6341568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -6341588.000000 Penalty: 5179.461426
	Iteration 52Q: 3 clusters Score -6341588 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -6341583.500000 Penalty: 5179.461426
	Iteration 53Q: 3 clusters Score -6341584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -6341598.500000 Penalty: 5179.461426
	Iteration 54Q: 3 clusters Score -6341598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -6341580.000000 Penalty: 5179.461426
	Iteration 55Q: 3 clusters Score -6341580 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -6341604.000000 Penalty: 5179.461426
	Iteration 56Q: 3 clusters Score -6341604 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -6341599.500000 Penalty: 5179.461426
	Iteration 57Q: 3 clusters Score -6341600 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -6341596.000000 Penalty: 5179.461426
	Iteration 58Q: 3 clusters Score -6341596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -6341607.000000 Penalty: 5179.461426
	Iteration 59Q: 3 clusters Score -6341607 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -6341599.000000 Penalty: 5179.461426
	Iteration 60F: 3 clusters Score -6341599 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -6341612.500000 Penalty: 5179.461426
	Iteration 61Q: 3 clusters Score -6341612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -6341639.500000 Penalty: 5179.461426
	Iteration 62Q: 3 clusters Score -6341640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -6341638.000000 Penalty: 5179.461426
	Iteration 63Q: 3 clusters Score -6341638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -6341649.000000 Penalty: 5179.461426
	Iteration 64Q: 3 clusters Score -6341649 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -6341663.000000 Penalty: 5179.461426
	Iteration 65Q: 3 clusters Score -6341663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -6341672.000000 Penalty: 5179.461426
	Iteration 66Q: 3 clusters Score -6341672 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -6341678.500000 Penalty: 5179.461426
	Iteration 67Q: 3 clusters Score -6341678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -6341673.500000 Penalty: 5179.461426
	Iteration 68Q: 3 clusters Score -6341674 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -6341679.500000 Penalty: 5179.461426
	Iteration 69Q: 3 clusters Score -6341680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -6341686.000000 Penalty: 5179.461426
	Iteration 70Q: 3 clusters Score -6341686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -6341693.500000 Penalty: 5179.461426
	Iteration 71Q: 3 clusters Score -6341694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -6341687.500000 Penalty: 5179.461426
	Iteration 72Q: 3 clusters Score -6341688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -6341702.500000 Penalty: 5179.461426
	Iteration 73Q: 3 clusters Score -6341702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -6341717.500000 Penalty: 5179.461426
	Iteration 74Q: 3 clusters Score -6341718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -6341715.000000 Penalty: 5179.461426
	Iteration 75Q: 3 clusters Score -6341715 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -6341731.000000 Penalty: 5179.461426
	Iteration 76Q: 3 clusters Score -6341731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -6341734.500000 Penalty: 5179.461426
	Iteration 77Q: 3 clusters Score -6341734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -6341736.000000 Penalty: 5179.461426
	Iteration 78Q: 3 clusters Score -6341736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -6341742.500000 Penalty: 5179.461426
	Iteration 79Q: 3 clusters Score -6341742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -6341744.500000 Penalty: 5179.461426
	Iteration 80F: 3 clusters Score -6341744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -6341742.000000 Penalty: 5179.461426
	Iteration 81Q: 3 clusters Score -6341742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -6341738.500000 Penalty: 5179.461426
	Iteration 82Q: 3 clusters Score -6341738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -6341747.500000 Penalty: 5179.461426
	Iteration 83Q: 3 clusters Score -6341748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -6341738.000000 Penalty: 5179.461426
	Iteration 84Q: 3 clusters Score -6341738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -6341740.000000 Penalty: 5179.461426
	Iteration 85Q: 3 clusters Score -6341740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -6341748.500000 Penalty: 5179.461426
	Iteration 86Q: 3 clusters Score -6341748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -6341748.500000 Penalty: 5179.461426
	Iteration 87Q: 3 clusters Score -6341748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -6341765.500000 Penalty: 5179.461426
	Iteration 88Q: 3 clusters Score -6341766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -6341771.000000 Penalty: 5179.461426
	Iteration 89Q: 3 clusters Score -6341771 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -6341792.500000 Penalty: 5179.461426
	Iteration 90Q: 3 clusters Score -6341792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -6341789.500000 Penalty: 5179.461426
	Iteration 91Q: 3 clusters Score -6341790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -6341791.500000 Penalty: 5179.461426
	Iteration 92Q: 3 clusters Score -6341792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -6341805.500000 Penalty: 5179.461426
	Iteration 93Q: 3 clusters Score -6341806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -6341813.000000 Penalty: 5179.461426
	Iteration 94Q: 3 clusters Score -6341813 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -6341831.000000 Penalty: 5179.461426
	Iteration 95Q: 3 clusters Score -6341831 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -6341845.000000 Penalty: 5179.461426
	Iteration 96Q: 3 clusters Score -6341845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -6341846.500000 Penalty: 5179.461426
	Iteration 97Q: 3 clusters Score -6341846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -6341846.000000 Penalty: 5179.461426
	Iteration 98Q: 3 clusters Score -6341846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -6341858.000000 Penalty: 5179.461426
	Iteration 99Q: 3 clusters Score -6341858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -6341866.000000 Penalty: 5179.461426
	Iteration 100F: 3 clusters Score -6341866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -6341864.000000 Penalty: 5179.461426
	Iteration 101Q: 3 clusters Score -6341864 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -6341861.000000 Penalty: 5179.461426
	Iteration 102Q: 3 clusters Score -6341861 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -6341841.000000 Penalty: 5179.461426
	Iteration 103Q: 3 clusters Score -6341841 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -6341863.000000 Penalty: 5179.461426
	Iteration 104Q: 3 clusters Score -6341863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -6341878.500000 Penalty: 5179.461426
	Iteration 105Q: 3 clusters Score -6341878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -6341885.500000 Penalty: 5179.461426
	Iteration 106Q: 3 clusters Score -6341886 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -6341897.000000 Penalty: 5179.461426
	Iteration 107Q: 3 clusters Score -6341897 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -6341907.500000 Penalty: 5179.461426
	Iteration 108Q: 3 clusters Score -6341908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -6341931.000000 Penalty: 5179.461426
	Iteration 109Q: 3 clusters Score -6341931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -6341940.000000 Penalty: 5179.461426
	Iteration 110Q: 3 clusters Score -6341940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -6341933.000000 Penalty: 5179.461426
	Iteration 111Q: 3 clusters Score -6341933 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -6341922.000000 Penalty: 5179.461426
	Iteration 112Q: 3 clusters Score -6341922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -6341925.500000 Penalty: 5179.461426
	Iteration 113Q: 3 clusters Score -6341926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -6341931.000000 Penalty: 5179.461426
	Iteration 114Q: 3 clusters Score -6341931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -6341927.500000 Penalty: 5179.461426
	Iteration 115Q: 3 clusters Score -6341928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -6341935.000000 Penalty: 5179.461426
	Iteration 116Q: 3 clusters Score -6341935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -6341944.000000 Penalty: 5179.461426
	Iteration 117Q: 3 clusters Score -6341944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -6341959.000000 Penalty: 5179.461426
	Iteration 118Q: 3 clusters Score -6341959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -6341966.000000 Penalty: 5179.461426
	Iteration 119Q: 3 clusters Score -6341966 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -6341985.000000 Penalty: 5179.461426
	Iteration 120F: 3 clusters Score -6341985 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -6341983.500000 Penalty: 5179.461426
	Iteration 121Q: 3 clusters Score -6341984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -6341987.500000 Penalty: 5179.461426
	Iteration 122Q: 3 clusters Score -6341988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -6342004.000000 Penalty: 5179.461426
	Iteration 123Q: 3 clusters Score -6342004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -6342003.000000 Penalty: 5179.461426
	Iteration 124Q: 3 clusters Score -6342003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -6342022.500000 Penalty: 5179.461426
	Iteration 125Q: 3 clusters Score -6342022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -6342015.500000 Penalty: 5179.461426
	Iteration 126Q: 3 clusters Score -6342016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -6342009.500000 Penalty: 5179.461426
	Iteration 127Q: 3 clusters Score -6342010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -6342013.000000 Penalty: 5179.461426
	Iteration 128Q: 3 clusters Score -6342013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -6342011.000000 Penalty: 5179.461426
	Iteration 129Q: 3 clusters Score -6342011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -6342001.500000 Penalty: 5179.461426
	Iteration 130Q: 3 clusters Score -6342002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -6342004.500000 Penalty: 5179.461426
	Iteration 131Q: 3 clusters Score -6342004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -6342002.500000 Penalty: 5179.461426
	Iteration 132Q: 3 clusters Score -6342002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -6342002.500000 Penalty: 5179.461426
	Iteration 133F: 3 clusters Score -6342002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -19387.011719 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -19387.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -18396.539062 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -18396.54 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18554.607422 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -18554.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18604.292969 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -18604.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18624.580078 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -18624.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18641.242188 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -18641.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18641.242188 Penalty: 2724.558594
	Iteration 5F: 3 clusters Score -18641.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -118591.078125 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -118591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116849.093750 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -116849.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -117411.437500 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -117411.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117738.867188 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -117738.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -118044.843750 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -118044.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118258.078125 Penalty: 3369.559082
	Iteration 4F: 3 clusters Score -118258.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118409.710938 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -118409.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118483.210938 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -118483.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118541.195312 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -118541.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118570.015625 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -118570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -118576.054688 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -118576.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -118585.546875 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -118585.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118588.664062 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -118588.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118589.429688 Penalty: 3369.559082
	Iteration 12F: 3 clusters Score -118589.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118592.578125 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -118592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118596.125000 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -118596.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118604.445312 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -118604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118617.437500 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -118617.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118617.929688 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -118617.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118617.929688 Penalty: 3369.559082
	Iteration 18F: 3 clusters Score -118617.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 41303 members 
Mstep: Class 3 contains 42901 members 
Mstep: Class 4 contains 47628 members 
Mstep: Class 5 contains 46077 members 
Mstep: Class 6 contains 48734 members 
Mstep: Class 7 contains 47746 members 
Mstep: Class 8 contains 1062 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45444 members 
Mstep: Class 11 contains 34285 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 409 members 
Mstep: Class 14 contains 42749 members 
Mstep: Class 15 contains 42520 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 45037 members 
Mstep: Class 18 contains 2481 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41530 members 
Mstep: Class 21 contains 29548 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44499 members 
Mstep: Class 24 contains 40976 members 
Mstep: Class 25 contains 483 members 
Entering Unmasked Estep 
Score: -126932016.000000 Penalty: 83433.343750
Splitting cluster 13 changes total score from -126933608.000000 to -126932016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (42749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Entering Unmasked Estep 
Score: -7906053.500000 Penalty: 2644.449219
	Iteration 0F: 2 clusters Score -7906054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -7877518.000000 Penalty: 5288.898438
	Iteration 0F: 3 clusters Score -7877518 nChanged 19621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -7888188.000000 Penalty: 5288.898438
	Iteration 1F: 3 clusters Score -7888188 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -7888739.500000 Penalty: 5288.898438
	Iteration 2Q: 3 clusters Score -7888740 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -7889239.500000 Penalty: 5288.898438
	Iteration 3Q: 3 clusters Score -7889240 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -7890007.000000 Penalty: 5288.898438
	Iteration 4Q: 3 clusters Score -7890007 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -7891211.000000 Penalty: 5288.898438
	Iteration 5F: 3 clusters Score -7891211 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -7892946.000000 Penalty: 5288.898438
	Iteration 6F: 3 clusters Score -7892946 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -7895276.500000 Penalty: 5288.898438
	Iteration 7F: 3 clusters Score -7895276 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -7897797.500000 Penalty: 5288.898438
	Iteration 8F: 3 clusters Score -7897798 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -7900115.500000 Penalty: 5288.898438
	Iteration 9F: 3 clusters Score -7900116 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -7901789.000000 Penalty: 5288.898438
	Iteration 10Q: 3 clusters Score -7901789 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7902806.500000 Penalty: 5288.898438
	Iteration 11Q: 3 clusters Score -7902806 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7903306.000000 Penalty: 5288.898438
	Iteration 12Q: 3 clusters Score -7903306 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7903494.000000 Penalty: 5288.898438
	Iteration 13Q: 3 clusters Score -7903494 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7903613.500000 Penalty: 5288.898438
	Iteration 14Q: 3 clusters Score -7903614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7903687.500000 Penalty: 5288.898438
	Iteration 15Q: 3 clusters Score -7903688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7903716.500000 Penalty: 5288.898438
	Iteration 16Q: 3 clusters Score -7903716 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7903759.000000 Penalty: 5288.898438
	Iteration 17Q: 3 clusters Score -7903759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7903796.500000 Penalty: 5288.898438
	Iteration 18Q: 3 clusters Score -7903796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7903819.500000 Penalty: 5288.898438
	Iteration 19Q: 3 clusters Score -7903820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7903838.000000 Penalty: 5288.898438
	Iteration 20F: 3 clusters Score -7903838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7903836.000000 Penalty: 5288.898438
	Iteration 21Q: 3 clusters Score -7903836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7903836.500000 Penalty: 5288.898438
	Iteration 22Q: 3 clusters Score -7903836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7903837.500000 Penalty: 5288.898438
	Iteration 23Q: 3 clusters Score -7903838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7903845.500000 Penalty: 5288.898438
	Iteration 24Q: 3 clusters Score -7903846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7903845.500000 Penalty: 5288.898438
	Iteration 25F: 3 clusters Score -7903846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Entering Unmasked Estep 
Score: -7898310.000000 Penalty: 2643.117188
	Iteration 0F: 2 clusters Score -7898310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -7870441.500000 Penalty: 5286.234375
	Iteration 0F: 3 clusters Score -7870442 nChanged 19292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -7881501.500000 Penalty: 5286.234375
	Iteration 1F: 3 clusters Score -7881502 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -7882485.500000 Penalty: 5286.234375
	Iteration 2F: 3 clusters Score -7882486 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -7883785.500000 Penalty: 5286.234375
	Iteration 3F: 3 clusters Score -7883786 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -7885654.000000 Penalty: 5286.234375
	Iteration 4F: 3 clusters Score -7885654 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -7888026.000000 Penalty: 5286.234375
	Iteration 5F: 3 clusters Score -7888026 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -7890537.500000 Penalty: 5286.234375
	Iteration 6F: 3 clusters Score -7890538 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -7892568.500000 Penalty: 5286.234375
	Iteration 7F: 3 clusters Score -7892568 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -7893677.000000 Penalty: 5286.234375
	Iteration 8Q: 3 clusters Score -7893677 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -7894094.000000 Penalty: 5286.234375
	Iteration 9Q: 3 clusters Score -7894094 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -7894214.500000 Penalty: 5286.234375
	Iteration 10Q: 3 clusters Score -7894214 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -7894313.000000 Penalty: 5286.234375
	Iteration 11Q: 3 clusters Score -7894313 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -7894387.500000 Penalty: 5286.234375
	Iteration 12Q: 3 clusters Score -7894388 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -7894486.500000 Penalty: 5286.234375
	Iteration 13Q: 3 clusters Score -7894486 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -7894552.000000 Penalty: 5286.234375
	Iteration 14Q: 3 clusters Score -7894552 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -7894594.500000 Penalty: 5286.234375
	Iteration 15Q: 3 clusters Score -7894594 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -7894642.500000 Penalty: 5286.234375
	Iteration 16Q: 3 clusters Score -7894642 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -7894680.500000 Penalty: 5286.234375
	Iteration 17Q: 3 clusters Score -7894680 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -7894705.000000 Penalty: 5286.234375
	Iteration 18Q: 3 clusters Score -7894705 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -7894736.500000 Penalty: 5286.234375
	Iteration 19Q: 3 clusters Score -7894736 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -7894776.500000 Penalty: 5286.234375
	Iteration 20F: 3 clusters Score -7894776 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -7894805.000000 Penalty: 5286.234375
	Iteration 21Q: 3 clusters Score -7894805 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -7894831.500000 Penalty: 5286.234375
	Iteration 22Q: 3 clusters Score -7894832 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -7894869.000000 Penalty: 5286.234375
	Iteration 23Q: 3 clusters Score -7894869 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -7894884.500000 Penalty: 5286.234375
	Iteration 24Q: 3 clusters Score -7894884 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -7894916.000000 Penalty: 5286.234375
	Iteration 25Q: 3 clusters Score -7894916 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -7894939.500000 Penalty: 5286.234375
	Iteration 26Q: 3 clusters Score -7894940 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -7894953.000000 Penalty: 5286.234375
	Iteration 27Q: 3 clusters Score -7894953 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -7894977.500000 Penalty: 5286.234375
	Iteration 28Q: 3 clusters Score -7894978 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -7894978.000000 Penalty: 5286.234375
	Iteration 29Q: 3 clusters Score -7894978 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -7895002.500000 Penalty: 5286.234375
	Iteration 30Q: 3 clusters Score -7895002 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -7895009.500000 Penalty: 5286.234375
	Iteration 31Q: 3 clusters Score -7895010 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -7895040.500000 Penalty: 5286.234375
	Iteration 32Q: 3 clusters Score -7895040 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -7895075.000000 Penalty: 5286.234375
	Iteration 33Q: 3 clusters Score -7895075 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -7895105.000000 Penalty: 5286.234375
	Iteration 34Q: 3 clusters Score -7895105 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -7895111.000000 Penalty: 5286.234375
	Iteration 35Q: 3 clusters Score -7895111 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -7895134.000000 Penalty: 5286.234375
	Iteration 36Q: 3 clusters Score -7895134 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -7895135.000000 Penalty: 5286.234375
	Iteration 37Q: 3 clusters Score -7895135 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -7895178.500000 Penalty: 5286.234375
	Iteration 38Q: 3 clusters Score -7895178 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -7895219.500000 Penalty: 5286.234375
	Iteration 39Q: 3 clusters Score -7895220 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -7895274.000000 Penalty: 5286.234375
	Iteration 40F: 3 clusters Score -7895274 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -7895293.000000 Penalty: 5286.234375
	Iteration 41Q: 3 clusters Score -7895293 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -7895308.500000 Penalty: 5286.234375
	Iteration 42Q: 3 clusters Score -7895308 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -7895337.000000 Penalty: 5286.234375
	Iteration 43Q: 3 clusters Score -7895337 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -7895401.000000 Penalty: 5286.234375
	Iteration 44Q: 3 clusters Score -7895401 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -7895448.500000 Penalty: 5286.234375
	Iteration 45Q: 3 clusters Score -7895448 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -7895525.500000 Penalty: 5286.234375
	Iteration 46Q: 3 clusters Score -7895526 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35651 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -7895560.000000 Penalty: 5286.234375
	Iteration 47Q: 3 clusters Score -7895560 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -7895633.000000 Penalty: 5286.234375
	Iteration 48Q: 3 clusters Score -7895633 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -7895681.500000 Penalty: 5286.234375
	Iteration 49Q: 3 clusters Score -7895682 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -7895755.000000 Penalty: 5286.234375
	Iteration 50Q: 3 clusters Score -7895755 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -7895829.500000 Penalty: 5286.234375
	Iteration 51Q: 3 clusters Score -7895830 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -7895929.000000 Penalty: 5286.234375
	Iteration 52Q: 3 clusters Score -7895929 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -7895961.500000 Penalty: 5286.234375
	Iteration 53Q: 3 clusters Score -7895962 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -7896060.000000 Penalty: 5286.234375
	Iteration 54Q: 3 clusters Score -7896060 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -7896146.500000 Penalty: 5286.234375
	Iteration 55Q: 3 clusters Score -7896146 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -7896210.500000 Penalty: 5286.234375
	Iteration 56Q: 3 clusters Score -7896210 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -7896245.500000 Penalty: 5286.234375
	Iteration 57Q: 3 clusters Score -7896246 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -7896304.000000 Penalty: 5286.234375
	Iteration 58Q: 3 clusters Score -7896304 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -7896344.500000 Penalty: 5286.234375
	Iteration 59Q: 3 clusters Score -7896344 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -7896390.500000 Penalty: 5286.234375
	Iteration 60F: 3 clusters Score -7896390 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -7896446.000000 Penalty: 5286.234375
	Iteration 61Q: 3 clusters Score -7896446 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -7896473.000000 Penalty: 5286.234375
	Iteration 62Q: 3 clusters Score -7896473 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7896487.500000 Penalty: 5286.234375
	Iteration 63Q: 3 clusters Score -7896488 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7896534.000000 Penalty: 5286.234375
	Iteration 64Q: 3 clusters Score -7896534 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -7896562.500000 Penalty: 5286.234375
	Iteration 65Q: 3 clusters Score -7896562 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -7896565.000000 Penalty: 5286.234375
	Iteration 66Q: 3 clusters Score -7896565 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -7896598.000000 Penalty: 5286.234375
	Iteration 67Q: 3 clusters Score -7896598 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7896629.500000 Penalty: 5286.234375
	Iteration 68Q: 3 clusters Score -7896630 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7896640.000000 Penalty: 5286.234375
	Iteration 69Q: 3 clusters Score -7896640 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7896667.500000 Penalty: 5286.234375
	Iteration 70Q: 3 clusters Score -7896668 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7896677.500000 Penalty: 5286.234375
	Iteration 71Q: 3 clusters Score -7896678 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7896693.000000 Penalty: 5286.234375
	Iteration 72Q: 3 clusters Score -7896693 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -7896678.500000 Penalty: 5286.234375
	Iteration 73Q: 3 clusters Score -7896678 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7896694.500000 Penalty: 5286.234375
	Iteration 74Q: 3 clusters Score -7896694 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7896698.500000 Penalty: 5286.234375
	Iteration 75Q: 3 clusters Score -7896698 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7896707.500000 Penalty: 5286.234375
	Iteration 76Q: 3 clusters Score -7896708 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7896730.000000 Penalty: 5286.234375
	Iteration 77Q: 3 clusters Score -7896730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7896730.000000 Penalty: 5286.234375
	Iteration 78Q: 3 clusters Score -7896730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7896735.000000 Penalty: 5286.234375
	Iteration 79Q: 3 clusters Score -7896735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7896732.000000 Penalty: 5286.234375
	Iteration 80F: 3 clusters Score -7896732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7896729.000000 Penalty: 5286.234375
	Iteration 81Q: 3 clusters Score -7896729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7896745.000000 Penalty: 5286.234375
	Iteration 82Q: 3 clusters Score -7896745 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7896740.000000 Penalty: 5286.234375
	Iteration 83Q: 3 clusters Score -7896740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7896744.000000 Penalty: 5286.234375
	Iteration 84Q: 3 clusters Score -7896744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -7896747.500000 Penalty: 5286.234375
	Iteration 85Q: 3 clusters Score -7896748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -7896743.500000 Penalty: 5286.234375
	Iteration 86Q: 3 clusters Score -7896744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -7896744.500000 Penalty: 5286.234375
	Iteration 87Q: 3 clusters Score -7896744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7896732.500000 Penalty: 5286.234375
	Iteration 88Q: 3 clusters Score -7896732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7896744.000000 Penalty: 5286.234375
	Iteration 89Q: 3 clusters Score -7896744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7896729.500000 Penalty: 5286.234375
	Iteration 90Q: 3 clusters Score -7896730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7896737.000000 Penalty: 5286.234375
	Iteration 91Q: 3 clusters Score -7896737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7896731.500000 Penalty: 5286.234375
	Iteration 92Q: 3 clusters Score -7896732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7896731.500000 Penalty: 5286.234375
	Iteration 93F: 3 clusters Score -7896732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Entering Unmasked Estep 
Score: -614704.500000 Penalty: 2013.093506
	Iteration 0F: 2 clusters Score -614704.5 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 1688 members 
Entering Unmasked Estep 
Score: -611171.937500 Penalty: 4026.187012
	Iteration 0F: 3 clusters Score -611171.9 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -611941.437500 Penalty: 4026.187012
	Iteration 1F: 3 clusters Score -611941.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -612101.437500 Penalty: 4026.187012
	Iteration 2F: 3 clusters Score -612101.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -612192.500000 Penalty: 4026.187012
	Iteration 3Q: 3 clusters Score -612192.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -612241.000000 Penalty: 4026.187012
	Iteration 4Q: 3 clusters Score -612241 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -612271.687500 Penalty: 4026.187012
	Iteration 5Q: 3 clusters Score -612271.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -612299.500000 Penalty: 4026.187012
	Iteration 6Q: 3 clusters Score -612299.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -612318.687500 Penalty: 4026.187012
	Iteration 7Q: 3 clusters Score -612318.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -612333.687500 Penalty: 4026.187012
	Iteration 8Q: 3 clusters Score -612333.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -612347.625000 Penalty: 4026.187012
	Iteration 9Q: 3 clusters Score -612347.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -612358.125000 Penalty: 4026.187012
	Iteration 10Q: 3 clusters Score -612358.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -612371.250000 Penalty: 4026.187012
	Iteration 11Q: 3 clusters Score -612371.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -612385.937500 Penalty: 4026.187012
	Iteration 12Q: 3 clusters Score -612385.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -612394.562500 Penalty: 4026.187012
	Iteration 13Q: 3 clusters Score -612394.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -612399.562500 Penalty: 4026.187012
	Iteration 14Q: 3 clusters Score -612399.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -612405.250000 Penalty: 4026.187012
	Iteration 15Q: 3 clusters Score -612405.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -612412.687500 Penalty: 4026.187012
	Iteration 16Q: 3 clusters Score -612412.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -612418.187500 Penalty: 4026.187012
	Iteration 17Q: 3 clusters Score -612418.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -612425.375000 Penalty: 4026.187012
	Iteration 18Q: 3 clusters Score -612425.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -612434.500000 Penalty: 4026.187012
	Iteration 19Q: 3 clusters Score -612434.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -612444.312500 Penalty: 4026.187012
	Iteration 20F: 3 clusters Score -612444.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -612451.125000 Penalty: 4026.187012
	Iteration 21Q: 3 clusters Score -612451.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -612455.375000 Penalty: 4026.187012
	Iteration 22Q: 3 clusters Score -612455.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -612459.875000 Penalty: 4026.187012
	Iteration 23Q: 3 clusters Score -612459.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -612465.687500 Penalty: 4026.187012
	Iteration 24Q: 3 clusters Score -612465.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -612467.062500 Penalty: 4026.187012
	Iteration 25Q: 3 clusters Score -612467.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -612467.062500 Penalty: 4026.187012
	Iteration 26F: 3 clusters Score -612467.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Entering Unmasked Estep 
Score: -8361016.000000 Penalty: 2657.379395
	Iteration 0F: 2 clusters Score -8361016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -8331616.000000 Penalty: 5314.758789
	Iteration 0F: 3 clusters Score -8331616 nChanged 20743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -8343392.500000 Penalty: 5314.758789
	Iteration 1F: 3 clusters Score -8343392 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -8344007.500000 Penalty: 5314.758789
	Iteration 2Q: 3 clusters Score -8344008 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -8344580.000000 Penalty: 5314.758789
	Iteration 3Q: 3 clusters Score -8344580 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -8345200.000000 Penalty: 5314.758789
	Iteration 4Q: 3 clusters Score -8345200 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -8346037.500000 Penalty: 5314.758789
	Iteration 5Q: 3 clusters Score -8346038 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -8347086.500000 Penalty: 5314.758789
	Iteration 6Q: 3 clusters Score -8347086 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8348334 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8349842 nChanged 2508
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8351622 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8353478 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8354852 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8355565 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8355986 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8356296 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8356560 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8356726 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8356916 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8357064 nChanged 486
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8357228 nChanged 472
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8357371 nChanged 408
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Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8357489 nChanged 428
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Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8357594 nChanged 395
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8357682 nChanged 393
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8357792 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8357876 nChanged 353
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8357977 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8358064 nChanged 306
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Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8358138 nChanged 252
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8358201 nChanged 230
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8358226 nChanged 283
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Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8358342 nChanged 310
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8358413 nChanged 346
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Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8358468 nChanged 351
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Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8358538 nChanged 349
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Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8358627 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8358668 nChanged 361
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Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8358752 nChanged 322
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Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8358849 nChanged 311
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Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8358877 nChanged 278
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Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8358904 nChanged 287
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Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8358917 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8358944 nChanged 295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8358979 nChanged 292
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Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8359041 nChanged 271
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Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8359062 nChanged 250
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Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8359075 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8359079 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8359130 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8359122 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8359142 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8359170 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8359178 nChanged 208
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Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8359192 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8359219 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8359222 nChanged 158
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Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8359220 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8359224 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8359210 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8359212 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8359240 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8359220 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8359192 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8359187 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8359180 nChanged 69
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Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8359178 nChanged 56
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Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8359173 nChanged 40
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Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8359184 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8359162 nChanged 35
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Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8359159 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8359160 nChanged 25
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Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8359131 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1522 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8359140 nChanged 32
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Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8359122 nChanged 33
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Mstep: Class 1 contains 1457 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8359132 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8359128 nChanged 39
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Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 43650 members 
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	Iteration 76Q: 3 clusters Score -8359120 nChanged 30
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Mstep: Class 1 contains 1357 members 
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	Iteration 77Q: 3 clusters Score -8359118 nChanged 19
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Mstep: Class 1 contains 1338 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8359110 nChanged 19
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Mstep: Class 1 contains 1319 members 
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	Iteration 79Q: 3 clusters Score -8359105 nChanged 25
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Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8359108 nChanged 27
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Mstep: Class 1 contains 1267 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8359113 nChanged 19
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	Iteration 82Q: 3 clusters Score -8359132 nChanged 28
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Mstep: Class 1 contains 1220 members 
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	Iteration 83Q: 3 clusters Score -8359108 nChanged 21
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Mstep: Class 1 contains 1201 members 
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	Iteration 84Q: 3 clusters Score -8359096 nChanged 18
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8359104 nChanged 20
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	Iteration 86Q: 3 clusters Score -8359112 nChanged 26
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Mstep: Class 1 contains 1137 members 
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	Iteration 87Q: 3 clusters Score -8359110 nChanged 20
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	Iteration 88Q: 3 clusters Score -8359108 nChanged 21
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Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8359111 nChanged 21
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Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8359112 nChanged 15
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Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 43975 members 
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	Iteration 91Q: 3 clusters Score -8359118 nChanged 14
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Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8359122 nChanged 12
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Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8359122 nChanged 19
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Mstep: Class 1 contains 1019 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8359110 nChanged 17
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Mstep: Class 1 contains 1002 members 
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	Iteration 95Q: 3 clusters Score -8359112 nChanged 17
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Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8359112 nChanged 20
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Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8359111 nChanged 20
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8359101 nChanged 12
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Score: -8359112.500000 Penalty: 5314.758789
	Iteration 99Q: 3 clusters Score -8359112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -8359106.500000 Penalty: 5314.758789
	Iteration 100F: 3 clusters Score -8359106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -8359110.500000 Penalty: 5314.758789
	Iteration 101Q: 3 clusters Score -8359110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -8359105.500000 Penalty: 5314.758789
	Iteration 102Q: 3 clusters Score -8359106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -8359100.500000 Penalty: 5314.758789
	Iteration 103Q: 3 clusters Score -8359100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -8359102.500000 Penalty: 5314.758789
	Iteration 104Q: 3 clusters Score -8359102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -8359109.000000 Penalty: 5314.758789
	Iteration 105Q: 3 clusters Score -8359109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8359115.500000 Penalty: 5314.758789
	Iteration 106Q: 3 clusters Score -8359116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -8359107.000000 Penalty: 5314.758789
	Iteration 107Q: 3 clusters Score -8359107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8359109.000000 Penalty: 5314.758789
	Iteration 108Q: 3 clusters Score -8359109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8359105.000000 Penalty: 5314.758789
	Iteration 109Q: 3 clusters Score -8359105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8359107.500000 Penalty: 5314.758789
	Iteration 110Q: 3 clusters Score -8359108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8359110.500000 Penalty: 5314.758789
	Iteration 111Q: 3 clusters Score -8359110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -8359107.000000 Penalty: 5314.758789
	Iteration 112Q: 3 clusters Score -8359107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -8359116.500000 Penalty: 5314.758789
	Iteration 113Q: 3 clusters Score -8359116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -8359113.500000 Penalty: 5314.758789
	Iteration 114Q: 3 clusters Score -8359114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -8359105.500000 Penalty: 5314.758789
	Iteration 115Q: 3 clusters Score -8359106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -8359103.500000 Penalty: 5314.758789
	Iteration 116Q: 3 clusters Score -8359104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -8359101.500000 Penalty: 5314.758789
	Iteration 117Q: 3 clusters Score -8359102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -8359097.000000 Penalty: 5314.758789
	Iteration 118Q: 3 clusters Score -8359097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -8359097.000000 Penalty: 5314.758789
	Iteration 119F: 3 clusters Score -8359097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Entering Unmasked Estep 
Score: -425770.343750 Penalty: 1938.471313
	Iteration 0F: 2 clusters Score -425770.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -422900.281250 Penalty: 3876.942627
	Iteration 0F: 3 clusters Score -422900.3 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -423583.968750 Penalty: 3876.942627
	Iteration 1F: 3 clusters Score -423584 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -423846.125000 Penalty: 3876.942627
	Iteration 2F: 3 clusters Score -423846.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -424072.187500 Penalty: 3876.942627
	Iteration 3F: 3 clusters Score -424072.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -424283.875000 Penalty: 3876.942627
	Iteration 4F: 3 clusters Score -424283.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -424439.500000 Penalty: 3876.942627
	Iteration 5Q: 3 clusters Score -424439.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -424588.187500 Penalty: 3876.942627
	Iteration 6Q: 3 clusters Score -424588.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -424696.656250 Penalty: 3876.942627
	Iteration 7Q: 3 clusters Score -424696.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -424758.875000 Penalty: 3876.942627
	Iteration 8Q: 3 clusters Score -424758.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -424800.312500 Penalty: 3876.942627
	Iteration 9Q: 3 clusters Score -424800.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -424838.281250 Penalty: 3876.942627
	Iteration 10Q: 3 clusters Score -424838.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -424854.500000 Penalty: 3876.942627
	Iteration 11Q: 3 clusters Score -424854.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -424872.562500 Penalty: 3876.942627
	Iteration 12Q: 3 clusters Score -424872.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -424883.718750 Penalty: 3876.942627
	Iteration 13Q: 3 clusters Score -424883.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -424896.937500 Penalty: 3876.942627
	Iteration 14Q: 3 clusters Score -424896.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -424908.906250 Penalty: 3876.942627
	Iteration 15Q: 3 clusters Score -424908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -424914.187500 Penalty: 3876.942627
	Iteration 16Q: 3 clusters Score -424914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -424918.187500 Penalty: 3876.942627
	Iteration 17Q: 3 clusters Score -424918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -424922.968750 Penalty: 3876.942627
	Iteration 18Q: 3 clusters Score -424923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -424926.406250 Penalty: 3876.942627
	Iteration 19Q: 3 clusters Score -424926.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -424927.500000 Penalty: 3876.942627
	Iteration 20F: 3 clusters Score -424927.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -424928.250000 Penalty: 3876.942627
	Iteration 21Q: 3 clusters Score -424928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -424928.375000 Penalty: 3876.942627
	Iteration 22Q: 3 clusters Score -424928.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -424928.375000 Penalty: 3876.942627
	Iteration 23F: 3 clusters Score -424928.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -56304.363281 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -56304.36 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 255 members 
Entering Unmasked Estep 
Score: -54904.414062 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -54904.41 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55225.363281 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -55225.36 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55410.031250 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -55410.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55481.625000 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -55481.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -55519.429688 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -55519.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55535.929688 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -55535.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -55562.605469 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -55562.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55577.777344 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -55577.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55590.605469 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -55590.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55593.292969 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -55593.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55596.687500 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -55596.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55596.687500 Penalty: 3090.318848
	Iteration 11F: 3 clusters Score -55596.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Entering Unmasked Estep 
Score: -7661144.500000 Penalty: 2637.274414
	Iteration 0F: 2 clusters Score -7661144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -7633310.000000 Penalty: 5274.548828
	Iteration 0F: 3 clusters Score -7633310 nChanged 19000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -7643713.000000 Penalty: 5274.548828
	Iteration 1F: 3 clusters Score -7643713 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -7644132.000000 Penalty: 5274.548828
	Iteration 2Q: 3 clusters Score -7644132 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -7644433.000000 Penalty: 5274.548828
	Iteration 3Q: 3 clusters Score -7644433 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -7644912.500000 Penalty: 5274.548828
	Iteration 4Q: 3 clusters Score -7644912 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -7645618.000000 Penalty: 5274.548828
	Iteration 5Q: 3 clusters Score -7645618 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -7646698.500000 Penalty: 5274.548828
	Iteration 6F: 3 clusters Score -7646698 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -7648605.500000 Penalty: 5274.548828
	Iteration 7F: 3 clusters Score -7648606 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -7651356.500000 Penalty: 5274.548828
	Iteration 8F: 3 clusters Score -7651356 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -7654417.500000 Penalty: 5274.548828
	Iteration 9F: 3 clusters Score -7654418 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -7656825.000000 Penalty: 5274.548828
	Iteration 10F: 3 clusters Score -7656825 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -7658212.500000 Penalty: 5274.548828
	Iteration 11Q: 3 clusters Score -7658212 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7658812.500000 Penalty: 5274.548828
	Iteration 12Q: 3 clusters Score -7658812 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -7659150.500000 Penalty: 5274.548828
	Iteration 13Q: 3 clusters Score -7659150 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -7659298.000000 Penalty: 5274.548828
	Iteration 14Q: 3 clusters Score -7659298 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7659359.500000 Penalty: 5274.548828
	Iteration 15Q: 3 clusters Score -7659360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7659417.000000 Penalty: 5274.548828
	Iteration 16Q: 3 clusters Score -7659417 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7659438.000000 Penalty: 5274.548828
	Iteration 17Q: 3 clusters Score -7659438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7659453.500000 Penalty: 5274.548828
	Iteration 18Q: 3 clusters Score -7659454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -7659456.000000 Penalty: 5274.548828
	Iteration 19Q: 3 clusters Score -7659456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7659457.500000 Penalty: 5274.548828
	Iteration 20F: 3 clusters Score -7659458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7659461.000000 Penalty: 5274.548828
	Iteration 21Q: 3 clusters Score -7659461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7659466.500000 Penalty: 5274.548828
	Iteration 22Q: 3 clusters Score -7659466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7659472.000000 Penalty: 5274.548828
	Iteration 23Q: 3 clusters Score -7659472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7659471.500000 Penalty: 5274.548828
	Iteration 24Q: 3 clusters Score -7659472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7659481.000000 Penalty: 5274.548828
	Iteration 25Q: 3 clusters Score -7659481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7659481.000000 Penalty: 5274.548828
	Iteration 26Q: 3 clusters Score -7659481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7659485.000000 Penalty: 5274.548828
	Iteration 27Q: 3 clusters Score -7659485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7659484.500000 Penalty: 5274.548828
	Iteration 28Q: 3 clusters Score -7659484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7659488.000000 Penalty: 5274.548828
	Iteration 29Q: 3 clusters Score -7659488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7659485.500000 Penalty: 5274.548828
	Iteration 30Q: 3 clusters Score -7659486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -7659488.000000 Penalty: 5274.548828
	Iteration 31Q: 3 clusters Score -7659488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7659481.000000 Penalty: 5274.548828
	Iteration 32Q: 3 clusters Score -7659481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7659482.500000 Penalty: 5274.548828
	Iteration 33Q: 3 clusters Score -7659482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7659486.000000 Penalty: 5274.548828
	Iteration 34Q: 3 clusters Score -7659486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7659476.000000 Penalty: 5274.548828
	Iteration 35Q: 3 clusters Score -7659476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7659480.500000 Penalty: 5274.548828
	Iteration 36Q: 3 clusters Score -7659480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -7659474.000000 Penalty: 5274.548828
	Iteration 37Q: 3 clusters Score -7659474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -7659484.500000 Penalty: 5274.548828
	Iteration 38Q: 3 clusters Score -7659484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7659479.000000 Penalty: 5274.548828
	Iteration 39Q: 3 clusters Score -7659479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7659481.000000 Penalty: 5274.548828
	Iteration 40F: 3 clusters Score -7659481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7659480.500000 Penalty: 5274.548828
	Iteration 41Q: 3 clusters Score -7659480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7659482.500000 Penalty: 5274.548828
	Iteration 42Q: 3 clusters Score -7659482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -7659480.500000 Penalty: 5274.548828
	Iteration 43Q: 3 clusters Score -7659480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7659483.500000 Penalty: 5274.548828
	Iteration 44Q: 3 clusters Score -7659484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7659477.500000 Penalty: 5274.548828
	Iteration 45Q: 3 clusters Score -7659478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7659480.500000 Penalty: 5274.548828
	Iteration 46Q: 3 clusters Score -7659480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7659485.000000 Penalty: 5274.548828
	Iteration 47Q: 3 clusters Score -7659485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7659485.000000 Penalty: 5274.548828
	Iteration 48Q: 3 clusters Score -7659485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7659485.500000 Penalty: 5274.548828
	Iteration 49Q: 3 clusters Score -7659486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7659479.000000 Penalty: 5274.548828
	Iteration 50Q: 3 clusters Score -7659479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7659479.000000 Penalty: 5274.548828
	Iteration 51F: 3 clusters Score -7659479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Entering Unmasked Estep 
Score: -5296329.000000 Penalty: 2552.855469
	Iteration 0F: 2 clusters Score -5296329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -5276027.000000 Penalty: 5105.710938
	Iteration 0F: 3 clusters Score -5276027 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -5283295.500000 Penalty: 5105.710938
	Iteration 1F: 3 clusters Score -5283296 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -5283960.500000 Penalty: 5105.710938
	Iteration 2F: 3 clusters Score -5283960 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -5284831.500000 Penalty: 5105.710938
	Iteration 3F: 3 clusters Score -5284832 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -5286059.500000 Penalty: 5105.710938
	Iteration 4F: 3 clusters Score -5286060 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -5287662.500000 Penalty: 5105.710938
	Iteration 5F: 3 clusters Score -5287662 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -5289561.000000 Penalty: 5105.710938
	Iteration 6F: 3 clusters Score -5289561 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5291348.500000 Penalty: 5105.710938
	Iteration 7F: 3 clusters Score -5291348 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5292654.000000 Penalty: 5105.710938
	Iteration 8Q: 3 clusters Score -5292654 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5293438.000000 Penalty: 5105.710938
	Iteration 9Q: 3 clusters Score -5293438 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5293968.000000 Penalty: 5105.710938
	Iteration 10Q: 3 clusters Score -5293968 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5294254.000000 Penalty: 5105.710938
	Iteration 11Q: 3 clusters Score -5294254 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5294371.500000 Penalty: 5105.710938
	Iteration 12Q: 3 clusters Score -5294372 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5294438.000000 Penalty: 5105.710938
	Iteration 13Q: 3 clusters Score -5294438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5294468.500000 Penalty: 5105.710938
	Iteration 14Q: 3 clusters Score -5294468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5294490.500000 Penalty: 5105.710938
	Iteration 15Q: 3 clusters Score -5294490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5294506.500000 Penalty: 5105.710938
	Iteration 16Q: 3 clusters Score -5294506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5294510.500000 Penalty: 5105.710938
	Iteration 17Q: 3 clusters Score -5294510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5294524.500000 Penalty: 5105.710938
	Iteration 18Q: 3 clusters Score -5294524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5294532.000000 Penalty: 5105.710938
	Iteration 19Q: 3 clusters Score -5294532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5294533.000000 Penalty: 5105.710938
	Iteration 20F: 3 clusters Score -5294533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5294530.000000 Penalty: 5105.710938
	Iteration 21Q: 3 clusters Score -5294530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5294529.000000 Penalty: 5105.710938
	Iteration 22Q: 3 clusters Score -5294529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5294525.500000 Penalty: 5105.710938
	Iteration 23Q: 3 clusters Score -5294526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5294524.000000 Penalty: 5105.710938
	Iteration 24Q: 3 clusters Score -5294524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5294530.500000 Penalty: 5105.710938
	Iteration 25Q: 3 clusters Score -5294530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5294530.500000 Penalty: 5105.710938
	Iteration 26Q: 3 clusters Score -5294530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5294530.500000 Penalty: 5105.710938
	Iteration 27F: 3 clusters Score -5294530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -171457.093750 Penalty: 1734.039917
	Iteration 0F: 2 clusters Score -171457.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -169494.968750 Penalty: 3468.079834
	Iteration 0F: 3 clusters Score -169495 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -169802.359375 Penalty: 3468.079834
	Iteration 1F: 3 clusters Score -169802.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -169910.640625 Penalty: 3468.079834
	Iteration 2F: 3 clusters Score -169910.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -169990.515625 Penalty: 3468.079834
	Iteration 3Q: 3 clusters Score -169990.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -170066.625000 Penalty: 3468.079834
	Iteration 4Q: 3 clusters Score -170066.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -170178.640625 Penalty: 3468.079834
	Iteration 5Q: 3 clusters Score -170178.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -170289.875000 Penalty: 3468.079834
	Iteration 6Q: 3 clusters Score -170289.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -170385.343750 Penalty: 3468.079834
	Iteration 7Q: 3 clusters Score -170385.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -170477.000000 Penalty: 3468.079834
	Iteration 8Q: 3 clusters Score -170477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -170534.593750 Penalty: 3468.079834
	Iteration 9Q: 3 clusters Score -170534.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -170586.156250 Penalty: 3468.079834
	Iteration 10Q: 3 clusters Score -170586.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -170620.281250 Penalty: 3468.079834
	Iteration 11Q: 3 clusters Score -170620.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -170651.843750 Penalty: 3468.079834
	Iteration 12Q: 3 clusters Score -170651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -170677.218750 Penalty: 3468.079834
	Iteration 13Q: 3 clusters Score -170677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -170693.343750 Penalty: 3468.079834
	Iteration 14Q: 3 clusters Score -170693.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -170718.109375 Penalty: 3468.079834
	Iteration 15Q: 3 clusters Score -170718.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -170729.937500 Penalty: 3468.079834
	Iteration 16Q: 3 clusters Score -170729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -170743.531250 Penalty: 3468.079834
	Iteration 17Q: 3 clusters Score -170743.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -170772.718750 Penalty: 3468.079834
	Iteration 18Q: 3 clusters Score -170772.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -170804.281250 Penalty: 3468.079834
	Iteration 19Q: 3 clusters Score -170804.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -170848.890625 Penalty: 3468.079834
	Iteration 20F: 3 clusters Score -170848.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -170898.187500 Penalty: 3468.079834
	Iteration 21Q: 3 clusters Score -170898.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -170905.796875 Penalty: 3468.079834
	Iteration 22Q: 3 clusters Score -170905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -170908.984375 Penalty: 3468.079834
	Iteration 23Q: 3 clusters Score -170909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -170911.125000 Penalty: 3468.079834
	Iteration 24Q: 3 clusters Score -170911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -170917.609375 Penalty: 3468.079834
	Iteration 25Q: 3 clusters Score -170917.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -170935.484375 Penalty: 3468.079834
	Iteration 26Q: 3 clusters Score -170935.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -170968.218750 Penalty: 3468.079834
	Iteration 27Q: 3 clusters Score -170968.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -170981.062500 Penalty: 3468.079834
	Iteration 28Q: 3 clusters Score -170981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -170982.562500 Penalty: 3468.079834
	Iteration 29Q: 3 clusters Score -170982.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -170982.562500 Penalty: 3468.079834
	Iteration 30F: 3 clusters Score -170982.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Entering Unmasked Estep 
Score: -8285864.000000 Penalty: 2654.399170
	Iteration 0F: 2 clusters Score -8285864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -8257177.500000 Penalty: 5308.798340
	Iteration 0F: 3 clusters Score -8257178 nChanged 20325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -8268165.500000 Penalty: 5308.798340
	Iteration 1F: 3 clusters Score -8268166 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -8268753.000000 Penalty: 5308.798340
	Iteration 2Q: 3 clusters Score -8268753 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -8269341.500000 Penalty: 5308.798340
	Iteration 3Q: 3 clusters Score -8269342 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -8269954.000000 Penalty: 5308.798340
	Iteration 4Q: 3 clusters Score -8269954 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -8270807.000000 Penalty: 5308.798340
	Iteration 5Q: 3 clusters Score -8270807 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -8271983.500000 Penalty: 5308.798340
	Iteration 6Q: 3 clusters Score -8271984 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -8273645.000000 Penalty: 5308.798340
	Iteration 7F: 3 clusters Score -8273645 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -8275749.000000 Penalty: 5308.798340
	Iteration 8F: 3 clusters Score -8275749 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -8278035.500000 Penalty: 5308.798340
	Iteration 9F: 3 clusters Score -8278036 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -8279906.500000 Penalty: 5308.798340
	Iteration 10F: 3 clusters Score -8279906 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -8281252.500000 Penalty: 5308.798340
	Iteration 11Q: 3 clusters Score -8281252 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8282180.500000 Penalty: 5308.798340
	Iteration 12Q: 3 clusters Score -8282180 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8282697.000000 Penalty: 5308.798340
	Iteration 13Q: 3 clusters Score -8282697 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8283056.000000 Penalty: 5308.798340
	Iteration 14Q: 3 clusters Score -8283056 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8283283.500000 Penalty: 5308.798340
	Iteration 15Q: 3 clusters Score -8283284 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8283381.000000 Penalty: 5308.798340
	Iteration 16Q: 3 clusters Score -8283381 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8283481.000000 Penalty: 5308.798340
	Iteration 17Q: 3 clusters Score -8283481 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8283511.000000 Penalty: 5308.798340
	Iteration 18Q: 3 clusters Score -8283511 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8283559.500000 Penalty: 5308.798340
	Iteration 19Q: 3 clusters Score -8283560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8283599.500000 Penalty: 5308.798340
	Iteration 20F: 3 clusters Score -8283600 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8283628.000000 Penalty: 5308.798340
	Iteration 21Q: 3 clusters Score -8283628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8283645.000000 Penalty: 5308.798340
	Iteration 22Q: 3 clusters Score -8283645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8283657.500000 Penalty: 5308.798340
	Iteration 23Q: 3 clusters Score -8283658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8283669.000000 Penalty: 5308.798340
	Iteration 24Q: 3 clusters Score -8283669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8283676.500000 Penalty: 5308.798340
	Iteration 25Q: 3 clusters Score -8283676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8283679.500000 Penalty: 5308.798340
	Iteration 26Q: 3 clusters Score -8283680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8283681.500000 Penalty: 5308.798340
	Iteration 27Q: 3 clusters Score -8283682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8283682.000000 Penalty: 5308.798340
	Iteration 28Q: 3 clusters Score -8283682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8283677.500000 Penalty: 5308.798340
	Iteration 29Q: 3 clusters Score -8283678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8283677.500000 Penalty: 5308.798340
	Iteration 30F: 3 clusters Score -8283678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Entering Unmasked Estep 
Score: -7511908.000000 Penalty: 2633.944092
	Iteration 0F: 2 clusters Score -7511908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -7484467.000000 Penalty: 5267.888184
	Iteration 0F: 3 clusters Score -7484467 nChanged 18747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -7494675.500000 Penalty: 5267.888184
	Iteration 1F: 3 clusters Score -7494676 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -7495114.500000 Penalty: 5267.888184
	Iteration 2Q: 3 clusters Score -7495114 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -7495495.000000 Penalty: 5267.888184
	Iteration 3Q: 3 clusters Score -7495495 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -7495823.500000 Penalty: 5267.888184
	Iteration 4Q: 3 clusters Score -7495824 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -7496126.500000 Penalty: 5267.888184
	Iteration 5Q: 3 clusters Score -7496126 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -7496605.500000 Penalty: 5267.888184
	Iteration 6Q: 3 clusters Score -7496606 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -7497115.000000 Penalty: 5267.888184
	Iteration 7Q: 3 clusters Score -7497115 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -7497928.000000 Penalty: 5267.888184
	Iteration 8Q: 3 clusters Score -7497928 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -7499170.000000 Penalty: 5267.888184
	Iteration 9Q: 3 clusters Score -7499170 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -7500923.000000 Penalty: 5267.888184
	Iteration 10F: 3 clusters Score -7500923 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -7502996.500000 Penalty: 5267.888184
	Iteration 11F: 3 clusters Score -7502996 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -7505097.000000 Penalty: 5267.888184
	Iteration 12F: 3 clusters Score -7505097 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -7506566.000000 Penalty: 5267.888184
	Iteration 13Q: 3 clusters Score -7506566 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -7507651.000000 Penalty: 5267.888184
	Iteration 14Q: 3 clusters Score -7507651 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7508332.000000 Penalty: 5267.888184
	Iteration 15Q: 3 clusters Score -7508332 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -7508736.500000 Penalty: 5267.888184
	Iteration 16Q: 3 clusters Score -7508736 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7509024.500000 Penalty: 5267.888184
	Iteration 17Q: 3 clusters Score -7509024 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7509230.500000 Penalty: 5267.888184
	Iteration 18Q: 3 clusters Score -7509230 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7509372.500000 Penalty: 5267.888184
	Iteration 19Q: 3 clusters Score -7509372 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7509450.500000 Penalty: 5267.888184
	Iteration 20F: 3 clusters Score -7509450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -7509507.500000 Penalty: 5267.888184
	Iteration 21Q: 3 clusters Score -7509508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7509548.000000 Penalty: 5267.888184
	Iteration 22Q: 3 clusters Score -7509548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7509564.000000 Penalty: 5267.888184
	Iteration 23Q: 3 clusters Score -7509564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7509577.500000 Penalty: 5267.888184
	Iteration 24Q: 3 clusters Score -7509578 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7509594.500000 Penalty: 5267.888184
	Iteration 25Q: 3 clusters Score -7509594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7509606.000000 Penalty: 5267.888184
	Iteration 26Q: 3 clusters Score -7509606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7509611.000000 Penalty: 5267.888184
	Iteration 27Q: 3 clusters Score -7509611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7509629.000000 Penalty: 5267.888184
	Iteration 28Q: 3 clusters Score -7509629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7509638.000000 Penalty: 5267.888184
	Iteration 29Q: 3 clusters Score -7509638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7509644.000000 Penalty: 5267.888184
	Iteration 30Q: 3 clusters Score -7509644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7509644.000000 Penalty: 5267.888184
	Iteration 31F: 3 clusters Score -7509644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 41303 members 
Mstep: Class 3 contains 42901 members 
Mstep: Class 4 contains 47628 members 
Mstep: Class 5 contains 46077 members 
Mstep: Class 6 contains 48734 members 
Mstep: Class 7 contains 47746 members 
Mstep: Class 8 contains 1062 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45444 members 
Mstep: Class 11 contains 34285 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42749 members 
Mstep: Class 15 contains 42520 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 45037 members 
Mstep: Class 18 contains 2481 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41530 members 
Mstep: Class 21 contains 29548 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44499 members 
Mstep: Class 24 contains 40976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933744.000000 Penalty: 80096.007812
Iteration 239Q: 25 clusters Score -1.269337e+08 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 41333 members 
Mstep: Class 3 contains 42925 members 
Mstep: Class 4 contains 47619 members 
Mstep: Class 5 contains 46063 members 
Mstep: Class 6 contains 48734 members 
Mstep: Class 7 contains 47692 members 
Mstep: Class 8 contains 1062 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45466 members 
Mstep: Class 11 contains 34433 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42693 members 
Mstep: Class 15 contains 42533 members 
Mstep: Class 16 contains 3359 members 
Mstep: Class 17 contains 44982 members 
Mstep: Class 18 contains 2481 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41535 members 
Mstep: Class 21 contains 29512 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44516 members 
Mstep: Class 24 contains 40983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933904.000000 Penalty: 80096.007812
Iteration 240F: 25 clusters Score -1.269339e+08 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 41326 members 
Mstep: Class 3 contains 42944 members 
Mstep: Class 4 contains 47608 members 
Mstep: Class 5 contains 46071 members 
Mstep: Class 6 contains 48697 members 
Mstep: Class 7 contains 47690 members 
Mstep: Class 8 contains 1061 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45490 members 
Mstep: Class 11 contains 34574 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42642 members 
Mstep: Class 15 contains 42532 members 
Mstep: Class 16 contains 3361 members 
Mstep: Class 17 contains 44939 members 
Mstep: Class 18 contains 2479 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41526 members 
Mstep: Class 21 contains 29501 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44512 members 
Mstep: Class 24 contains 40998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934088.000000 Penalty: 80096.007812
Iteration 241Q: 25 clusters Score -1.269341e+08 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 41333 members 
Mstep: Class 3 contains 42968 members 
Mstep: Class 4 contains 47612 members 
Mstep: Class 5 contains 46120 members 
Mstep: Class 6 contains 48675 members 
Mstep: Class 7 contains 47643 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45545 members 
Mstep: Class 11 contains 34741 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42553 members 
Mstep: Class 15 contains 42528 members 
Mstep: Class 16 contains 3357 members 
Mstep: Class 17 contains 44884 members 
Mstep: Class 18 contains 2479 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41517 members 
Mstep: Class 21 contains 29473 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44475 members 
Mstep: Class 24 contains 41035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934112.000000 Penalty: 80096.007812
Iteration 242Q: 25 clusters Score -1.269341e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 41334 members 
Mstep: Class 3 contains 42977 members 
Mstep: Class 4 contains 47593 members 
Mstep: Class 5 contains 46160 members 
Mstep: Class 6 contains 48653 members 
Mstep: Class 7 contains 47571 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45591 members 
Mstep: Class 11 contains 34952 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42479 members 
Mstep: Class 15 contains 42496 members 
Mstep: Class 16 contains 3357 members 
Mstep: Class 17 contains 44843 members 
Mstep: Class 18 contains 2479 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41526 members 
Mstep: Class 21 contains 29438 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44476 members 
Mstep: Class 24 contains 41055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934288.000000 Penalty: 80096.007812
Iteration 243Q: 25 clusters Score -1.269343e+08 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 41332 members 
Mstep: Class 3 contains 42997 members 
Mstep: Class 4 contains 47576 members 
Mstep: Class 5 contains 46199 members 
Mstep: Class 6 contains 48668 members 
Mstep: Class 7 contains 47504 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45638 members 
Mstep: Class 11 contains 35146 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42422 members 
Mstep: Class 15 contains 42463 members 
Mstep: Class 16 contains 3352 members 
Mstep: Class 17 contains 44804 members 
Mstep: Class 18 contains 2481 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41519 members 
Mstep: Class 21 contains 29415 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44465 members 
Mstep: Class 24 contains 41067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934176.000000 Penalty: 80096.007812
Iteration 244Q: 25 clusters Score -1.269342e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 41311 members 
Mstep: Class 3 contains 42999 members 
Mstep: Class 4 contains 47580 members 
Mstep: Class 5 contains 46232 members 
Mstep: Class 6 contains 48720 members 
Mstep: Class 7 contains 47432 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45691 members 
Mstep: Class 11 contains 35382 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42349 members 
Mstep: Class 15 contains 42385 members 
Mstep: Class 16 contains 3349 members 
Mstep: Class 17 contains 44777 members 
Mstep: Class 18 contains 2481 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41519 members 
Mstep: Class 21 contains 29400 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44382 members 
Mstep: Class 24 contains 41069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933648.000000 Penalty: 80096.007812
Iteration 245Q: 25 clusters Score -1.269336e+08 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 41308 members 
Mstep: Class 3 contains 43018 members 
Mstep: Class 4 contains 47561 members 
Mstep: Class 5 contains 46240 members 
Mstep: Class 6 contains 48750 members 
Mstep: Class 7 contains 47386 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45718 members 
Mstep: Class 11 contains 35649 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42281 members 
Mstep: Class 15 contains 42320 members 
Mstep: Class 16 contains 3347 members 
Mstep: Class 17 contains 44753 members 
Mstep: Class 18 contains 2481 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41491 members 
Mstep: Class 21 contains 29389 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44330 members 
Mstep: Class 24 contains 41074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933352.000000 Penalty: 80096.007812
Iteration 246Q: 25 clusters Score -1.269334e+08 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 41315 members 
Mstep: Class 3 contains 43019 members 
Mstep: Class 4 contains 47565 members 
Mstep: Class 5 contains 46195 members 
Mstep: Class 6 contains 48724 members 
Mstep: Class 7 contains 47273 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45741 members 
Mstep: Class 11 contains 35966 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42214 members 
Mstep: Class 15 contains 42291 members 
Mstep: Class 16 contains 3349 members 
Mstep: Class 17 contains 44715 members 
Mstep: Class 18 contains 2480 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41471 members 
Mstep: Class 21 contains 29368 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44292 members 
Mstep: Class 24 contains 41069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933744.000000 Penalty: 80096.007812
Iteration 247Q: 25 clusters Score -1.269337e+08 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 41337 members 
Mstep: Class 3 contains 43036 members 
Mstep: Class 4 contains 47548 members 
Mstep: Class 5 contains 46161 members 
Mstep: Class 6 contains 48714 members 
Mstep: Class 7 contains 47189 members 
Mstep: Class 8 contains 1058 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45802 members 
Mstep: Class 11 contains 36299 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42153 members 
Mstep: Class 15 contains 42210 members 
Mstep: Class 16 contains 3348 members 
Mstep: Class 17 contains 44676 members 
Mstep: Class 18 contains 2477 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41450 members 
Mstep: Class 21 contains 29349 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44202 members 
Mstep: Class 24 contains 41080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126933784.000000 Penalty: 80096.007812
Iteration 248Q: 25 clusters Score -1.269338e+08 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 41369 members 
Mstep: Class 3 contains 43054 members 
Mstep: Class 4 contains 47562 members 
Mstep: Class 5 contains 46117 members 
Mstep: Class 6 contains 48677 members 
Mstep: Class 7 contains 47053 members 
Mstep: Class 8 contains 1058 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45800 members 
Mstep: Class 11 contains 36664 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42118 members 
Mstep: Class 15 contains 42159 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 44611 members 
Mstep: Class 18 contains 2477 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41446 members 
Mstep: Class 21 contains 29332 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44152 members 
Mstep: Class 24 contains 41096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934192.000000 Penalty: 80096.007812
Iteration 249Q: 25 clusters Score -1.269342e+08 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 41377 members 
Mstep: Class 3 contains 43043 members 
Mstep: Class 4 contains 47579 members 
Mstep: Class 5 contains 46080 members 
Mstep: Class 6 contains 48587 members 
Mstep: Class 7 contains 46902 members 
Mstep: Class 8 contains 1057 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45802 members 
Mstep: Class 11 contains 37090 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42106 members 
Mstep: Class 15 contains 42121 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 44558 members 
Mstep: Class 18 contains 2477 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41435 members 
Mstep: Class 21 contains 29316 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44142 members 
Mstep: Class 24 contains 41103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126934640.000000 Penalty: 80096.007812
Iteration 250Q: 25 clusters Score -1.269346e+08 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 41365 members 
Mstep: Class 3 contains 43040 members 
Mstep: Class 4 contains 47604 members 
Mstep: Class 5 contains 46070 members 
Mstep: Class 6 contains 48554 members 
Mstep: Class 7 contains 46694 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45809 members 
Mstep: Class 11 contains 37542 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42083 members 
Mstep: Class 15 contains 42101 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 17 contains 44519 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41418 members 
Mstep: Class 21 contains 29292 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44099 members 
Mstep: Class 24 contains 41071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935176.000000 Penalty: 80096.007812
Iteration 251Q: 25 clusters Score -1.269352e+08 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 41348 members 
Mstep: Class 3 contains 43028 members 
Mstep: Class 4 contains 47598 members 
Mstep: Class 5 contains 46084 members 
Mstep: Class 6 contains 48558 members 
Mstep: Class 7 contains 46483 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45818 members 
Mstep: Class 11 contains 38006 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42071 members 
Mstep: Class 15 contains 42073 members 
Mstep: Class 16 contains 3316 members 
Mstep: Class 17 contains 44464 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41399 members 
Mstep: Class 21 contains 29271 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44027 members 
Mstep: Class 24 contains 41055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935112.000000 Penalty: 80096.007812
Iteration 252Q: 25 clusters Score -1.269351e+08 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 41335 members 
Mstep: Class 3 contains 43007 members 
Mstep: Class 4 contains 47596 members 
Mstep: Class 5 contains 46050 members 
Mstep: Class 6 contains 48535 members 
Mstep: Class 7 contains 46275 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45852 members 
Mstep: Class 11 contains 38521 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42060 members 
Mstep: Class 15 contains 42060 members 
Mstep: Class 16 contains 3309 members 
Mstep: Class 17 contains 44429 members 
Mstep: Class 18 contains 2476 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41370 members 
Mstep: Class 21 contains 29245 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43951 members 
Mstep: Class 24 contains 41043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935136.000000 Penalty: 80096.007812
Iteration 253Q: 25 clusters Score -1.269351e+08 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47228 members 
Mstep: Class 2 contains 41319 members 
Mstep: Class 3 contains 42993 members 
Mstep: Class 4 contains 47558 members 
Mstep: Class 5 contains 46025 members 
Mstep: Class 6 contains 48445 members 
Mstep: Class 7 contains 46098 members 
Mstep: Class 8 contains 1055 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45859 members 
Mstep: Class 11 contains 39150 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42033 members 
Mstep: Class 15 contains 42036 members 
Mstep: Class 16 contains 3302 members 
Mstep: Class 17 contains 44388 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41287 members 
Mstep: Class 21 contains 29224 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43907 members 
Mstep: Class 24 contains 41040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935088.000000 Penalty: 80096.007812
Iteration 254Q: 25 clusters Score -1.269351e+08 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 41298 members 
Mstep: Class 3 contains 43007 members 
Mstep: Class 4 contains 47518 members 
Mstep: Class 5 contains 45945 members 
Mstep: Class 6 contains 48394 members 
Mstep: Class 7 contains 45903 members 
Mstep: Class 8 contains 1057 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45847 members 
Mstep: Class 11 contains 39816 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42025 members 
Mstep: Class 15 contains 41974 members 
Mstep: Class 16 contains 3302 members 
Mstep: Class 17 contains 44317 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41221 members 
Mstep: Class 21 contains 29211 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43866 members 
Mstep: Class 24 contains 41011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935048.000000 Penalty: 80096.007812
Iteration 255Q: 25 clusters Score -1.26935e+08 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 41265 members 
Mstep: Class 3 contains 42973 members 
Mstep: Class 4 contains 47488 members 
Mstep: Class 5 contains 45848 members 
Mstep: Class 6 contains 48331 members 
Mstep: Class 7 contains 45742 members 
Mstep: Class 8 contains 1057 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45825 members 
Mstep: Class 11 contains 40457 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42019 members 
Mstep: Class 15 contains 41967 members 
Mstep: Class 16 contains 3299 members 
Mstep: Class 17 contains 44288 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41151 members 
Mstep: Class 21 contains 29194 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43799 members 
Mstep: Class 24 contains 40978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126935592.000000 Penalty: 80096.007812
Iteration 256Q: 25 clusters Score -1.269356e+08 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 41241 members 
Mstep: Class 3 contains 42950 members 
Mstep: Class 4 contains 47439 members 
Mstep: Class 5 contains 45816 members 
Mstep: Class 6 contains 48256 members 
Mstep: Class 7 contains 45522 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45816 members 
Mstep: Class 11 contains 41156 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 42007 members 
Mstep: Class 15 contains 41945 members 
Mstep: Class 16 contains 3297 members 
Mstep: Class 17 contains 44240 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41100 members 
Mstep: Class 21 contains 29178 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43759 members 
Mstep: Class 24 contains 40940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936160.000000 Penalty: 80096.007812
Iteration 257Q: 25 clusters Score -1.269362e+08 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 41230 members 
Mstep: Class 3 contains 42920 members 
Mstep: Class 4 contains 47383 members 
Mstep: Class 5 contains 45737 members 
Mstep: Class 6 contains 48199 members 
Mstep: Class 7 contains 45280 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45823 members 
Mstep: Class 11 contains 41921 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41985 members 
Mstep: Class 15 contains 41864 members 
Mstep: Class 16 contains 3301 members 
Mstep: Class 17 contains 44227 members 
Mstep: Class 18 contains 2475 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 41027 members 
Mstep: Class 21 contains 29158 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43732 members 
Mstep: Class 24 contains 40942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126936680.000000 Penalty: 80096.007812
Iteration 258Q: 25 clusters Score -1.269367e+08 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47128 members 
Mstep: Class 2 contains 41199 members 
Mstep: Class 3 contains 42891 members 
Mstep: Class 4 contains 47329 members 
Mstep: Class 5 contains 45643 members 
Mstep: Class 6 contains 48114 members 
Mstep: Class 7 contains 45085 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45781 members 
Mstep: Class 11 contains 42650 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41970 members 
Mstep: Class 15 contains 41805 members 
Mstep: Class 16 contains 3302 members 
Mstep: Class 17 contains 44224 members 
Mstep: Class 18 contains 2474 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40946 members 
Mstep: Class 21 contains 29148 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43739 members 
Mstep: Class 24 contains 40941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937080.000000 Penalty: 80096.007812
Iteration 259Q: 25 clusters Score -1.269371e+08 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 41197 members 
Mstep: Class 3 contains 42857 members 
Mstep: Class 4 contains 47268 members 
Mstep: Class 5 contains 45599 members 
Mstep: Class 6 contains 48007 members 
Mstep: Class 7 contains 45030 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45721 members 
Mstep: Class 11 contains 43227 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41966 members 
Mstep: Class 15 contains 41784 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 44227 members 
Mstep: Class 18 contains 2472 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40888 members 
Mstep: Class 21 contains 29133 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43659 members 
Mstep: Class 24 contains 40960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937224.000000 Penalty: 80096.007812
Iteration 260F: 25 clusters Score -1.269372e+08 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 41200 members 
Mstep: Class 3 contains 42784 members 
Mstep: Class 4 contains 47231 members 
Mstep: Class 5 contains 45570 members 
Mstep: Class 6 contains 47911 members 
Mstep: Class 7 contains 45020 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45695 members 
Mstep: Class 11 contains 43657 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41957 members 
Mstep: Class 15 contains 41742 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 44234 members 
Mstep: Class 18 contains 2472 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40838 members 
Mstep: Class 21 contains 29126 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43666 members 
Mstep: Class 24 contains 40941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126937488.000000 Penalty: 80096.007812
Iteration 261Q: 25 clusters Score -1.269375e+08 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 41226 members 
Mstep: Class 3 contains 42732 members 
Mstep: Class 4 contains 47189 members 
Mstep: Class 5 contains 45555 members 
Mstep: Class 6 contains 47885 members 
Mstep: Class 7 contains 45053 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45687 members 
Mstep: Class 11 contains 43920 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41938 members 
Mstep: Class 15 contains 41694 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 44235 members 
Mstep: Class 18 contains 2469 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40761 members 
Mstep: Class 21 contains 29119 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43696 members 
Mstep: Class 24 contains 40908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938168.000000 Penalty: 80096.007812
Iteration 262Q: 25 clusters Score -1.269382e+08 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 41253 members 
Mstep: Class 3 contains 42694 members 
Mstep: Class 4 contains 47154 members 
Mstep: Class 5 contains 45571 members 
Mstep: Class 6 contains 47867 members 
Mstep: Class 7 contains 45180 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45668 members 
Mstep: Class 11 contains 44108 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41930 members 
Mstep: Class 15 contains 41592 members 
Mstep: Class 16 contains 3312 members 
Mstep: Class 17 contains 44229 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40677 members 
Mstep: Class 21 contains 29105 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43685 members 
Mstep: Class 24 contains 40898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938616.000000 Penalty: 80096.007812
Iteration 263Q: 25 clusters Score -1.269386e+08 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 41267 members 
Mstep: Class 3 contains 42676 members 
Mstep: Class 4 contains 47125 members 
Mstep: Class 5 contains 45618 members 
Mstep: Class 6 contains 47827 members 
Mstep: Class 7 contains 45364 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45675 members 
Mstep: Class 11 contains 44149 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41909 members 
Mstep: Class 15 contains 41513 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 44197 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40633 members 
Mstep: Class 21 contains 29082 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43695 members 
Mstep: Class 24 contains 40888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939072.000000 Penalty: 80096.007812
Iteration 264Q: 25 clusters Score -1.269391e+08 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 41262 members 
Mstep: Class 3 contains 42650 members 
Mstep: Class 4 contains 47074 members 
Mstep: Class 5 contains 45657 members 
Mstep: Class 6 contains 47878 members 
Mstep: Class 7 contains 45557 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45707 members 
Mstep: Class 11 contains 44067 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41897 members 
Mstep: Class 15 contains 41481 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 44172 members 
Mstep: Class 18 contains 2468 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40579 members 
Mstep: Class 21 contains 29068 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43711 members 
Mstep: Class 24 contains 40886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939160.000000 Penalty: 80096.007812
Iteration 265Q: 25 clusters Score -1.269392e+08 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 41238 members 
Mstep: Class 3 contains 42613 members 
Mstep: Class 4 contains 47027 members 
Mstep: Class 5 contains 45704 members 
Mstep: Class 6 contains 47969 members 
Mstep: Class 7 contains 45774 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45708 members 
Mstep: Class 11 contains 43908 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41874 members 
Mstep: Class 15 contains 41483 members 
Mstep: Class 16 contains 3314 members 
Mstep: Class 17 contains 44165 members 
Mstep: Class 18 contains 2467 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40549 members 
Mstep: Class 21 contains 29057 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43734 members 
Mstep: Class 24 contains 40863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939184.000000 Penalty: 80096.007812
Iteration 266Q: 25 clusters Score -1.269392e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 41189 members 
Mstep: Class 3 contains 42602 members 
Mstep: Class 4 contains 47019 members 
Mstep: Class 5 contains 45738 members 
Mstep: Class 6 contains 48051 members 
Mstep: Class 7 contains 45982 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45737 members 
Mstep: Class 11 contains 43730 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41851 members 
Mstep: Class 15 contains 41506 members 
Mstep: Class 16 contains 3318 members 
Mstep: Class 17 contains 44142 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40492 members 
Mstep: Class 21 contains 29047 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43754 members 
Mstep: Class 24 contains 40836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126938984.000000 Penalty: 80096.007812
Iteration 267Q: 25 clusters Score -1.26939e+08 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 41155 members 
Mstep: Class 3 contains 42597 members 
Mstep: Class 4 contains 46995 members 
Mstep: Class 5 contains 45765 members 
Mstep: Class 6 contains 48117 members 
Mstep: Class 7 contains 46173 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45718 members 
Mstep: Class 11 contains 43561 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41842 members 
Mstep: Class 15 contains 41532 members 
Mstep: Class 16 contains 3324 members 
Mstep: Class 17 contains 44125 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40449 members 
Mstep: Class 21 contains 29030 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43808 members 
Mstep: Class 24 contains 40807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939496.000000 Penalty: 80096.007812
Iteration 268Q: 25 clusters Score -1.269395e+08 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 41136 members 
Mstep: Class 3 contains 42577 members 
Mstep: Class 4 contains 46986 members 
Mstep: Class 5 contains 45780 members 
Mstep: Class 6 contains 48182 members 
Mstep: Class 7 contains 46313 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45721 members 
Mstep: Class 11 contains 43400 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41832 members 
Mstep: Class 15 contains 41579 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 17 contains 44116 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40406 members 
Mstep: Class 21 contains 29019 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43859 members 
Mstep: Class 24 contains 40763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939320.000000 Penalty: 80096.007812
Iteration 269Q: 25 clusters Score -1.269393e+08 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 41133 members 
Mstep: Class 3 contains 42567 members 
Mstep: Class 4 contains 46970 members 
Mstep: Class 5 contains 45821 members 
Mstep: Class 6 contains 48273 members 
Mstep: Class 7 contains 46418 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45773 members 
Mstep: Class 11 contains 43279 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41823 members 
Mstep: Class 15 contains 41542 members 
Mstep: Class 16 contains 3336 members 
Mstep: Class 17 contains 44104 members 
Mstep: Class 18 contains 2466 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40369 members 
Mstep: Class 21 contains 29000 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43889 members 
Mstep: Class 24 contains 40710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939808.000000 Penalty: 80096.007812
Iteration 270Q: 25 clusters Score -1.269398e+08 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 41159 members 
Mstep: Class 3 contains 42558 members 
Mstep: Class 4 contains 46973 members 
Mstep: Class 5 contains 45864 members 
Mstep: Class 6 contains 48380 members 
Mstep: Class 7 contains 46480 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45814 members 
Mstep: Class 11 contains 43171 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41788 members 
Mstep: Class 15 contains 41485 members 
Mstep: Class 16 contains 3348 members 
Mstep: Class 17 contains 44083 members 
Mstep: Class 18 contains 2464 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40336 members 
Mstep: Class 21 contains 28972 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43921 members 
Mstep: Class 24 contains 40681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126939976.000000 Penalty: 80096.007812
Iteration 271Q: 25 clusters Score -1.2694e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 41205 members 
Mstep: Class 3 contains 42545 members 
Mstep: Class 4 contains 46970 members 
Mstep: Class 5 contains 45881 members 
Mstep: Class 6 contains 48506 members 
Mstep: Class 7 contains 46525 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45851 members 
Mstep: Class 11 contains 43060 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41760 members 
Mstep: Class 15 contains 41450 members 
Mstep: Class 16 contains 3361 members 
Mstep: Class 17 contains 44074 members 
Mstep: Class 18 contains 2464 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40291 members 
Mstep: Class 21 contains 28938 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43986 members 
Mstep: Class 24 contains 40660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940264.000000 Penalty: 80096.007812
Iteration 272Q: 25 clusters Score -1.269403e+08 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 41241 members 
Mstep: Class 3 contains 42529 members 
Mstep: Class 4 contains 46960 members 
Mstep: Class 5 contains 45925 members 
Mstep: Class 6 contains 48599 members 
Mstep: Class 7 contains 46527 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45891 members 
Mstep: Class 11 contains 42975 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41716 members 
Mstep: Class 15 contains 41447 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 17 contains 44045 members 
Mstep: Class 18 contains 2462 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40269 members 
Mstep: Class 21 contains 28927 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44023 members 
Mstep: Class 24 contains 40647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940152.000000 Penalty: 80096.007812
Iteration 273Q: 25 clusters Score -1.269402e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 41216 members 
Mstep: Class 3 contains 42558 members 
Mstep: Class 4 contains 46966 members 
Mstep: Class 5 contains 45934 members 
Mstep: Class 6 contains 48677 members 
Mstep: Class 7 contains 46533 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45939 members 
Mstep: Class 11 contains 42884 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41680 members 
Mstep: Class 15 contains 41454 members 
Mstep: Class 16 contains 3384 members 
Mstep: Class 17 contains 44018 members 
Mstep: Class 18 contains 2461 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40234 members 
Mstep: Class 21 contains 28915 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44064 members 
Mstep: Class 24 contains 40645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940128.000000 Penalty: 80096.007812
Iteration 274Q: 25 clusters Score -1.269401e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 41239 members 
Mstep: Class 3 contains 42572 members 
Mstep: Class 4 contains 46958 members 
Mstep: Class 5 contains 45900 members 
Mstep: Class 6 contains 48747 members 
Mstep: Class 7 contains 46542 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 45998 members 
Mstep: Class 11 contains 42820 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41642 members 
Mstep: Class 15 contains 41490 members 
Mstep: Class 16 contains 3391 members 
Mstep: Class 17 contains 44018 members 
Mstep: Class 18 contains 2460 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40199 members 
Mstep: Class 21 contains 28901 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44105 members 
Mstep: Class 24 contains 40644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940480.000000 Penalty: 80096.007812
Iteration 275Q: 25 clusters Score -1.269405e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 41233 members 
Mstep: Class 3 contains 42586 members 
Mstep: Class 4 contains 46975 members 
Mstep: Class 5 contains 45894 members 
Mstep: Class 6 contains 48776 members 
Mstep: Class 7 contains 46537 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46061 members 
Mstep: Class 11 contains 42763 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41605 members 
Mstep: Class 15 contains 41519 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 44045 members 
Mstep: Class 18 contains 2460 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40149 members 
Mstep: Class 21 contains 28891 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44124 members 
Mstep: Class 24 contains 40620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940616.000000 Penalty: 80096.007812
Iteration 276Q: 25 clusters Score -1.269406e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 41241 members 
Mstep: Class 3 contains 42556 members 
Mstep: Class 4 contains 46972 members 
Mstep: Class 5 contains 45961 members 
Mstep: Class 6 contains 48821 members 
Mstep: Class 7 contains 46515 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46122 members 
Mstep: Class 11 contains 42728 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41536 members 
Mstep: Class 15 contains 41522 members 
Mstep: Class 16 contains 3404 members 
Mstep: Class 17 contains 44061 members 
Mstep: Class 18 contains 2460 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40104 members 
Mstep: Class 21 contains 28884 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44156 members 
Mstep: Class 24 contains 40596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940880.000000 Penalty: 80096.007812
Iteration 277Q: 25 clusters Score -1.269409e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 41245 members 
Mstep: Class 3 contains 42561 members 
Mstep: Class 4 contains 46982 members 
Mstep: Class 5 contains 45998 members 
Mstep: Class 6 contains 48871 members 
Mstep: Class 7 contains 46488 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46185 members 
Mstep: Class 11 contains 42696 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41478 members 
Mstep: Class 15 contains 41518 members 
Mstep: Class 16 contains 3415 members 
Mstep: Class 17 contains 44060 members 
Mstep: Class 18 contains 2460 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40077 members 
Mstep: Class 21 contains 28876 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44145 members 
Mstep: Class 24 contains 40590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941144.000000 Penalty: 80096.007812
Iteration 278Q: 25 clusters Score -1.269411e+08 nChanged 1931
Entering ConstructFrom: 
Score: -126941144.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (46718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Entering Unmasked Estep 
Score: -8729669.000000 Penalty: 2666.467285
	Iteration 0F: 2 clusters Score -8729669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -8700445.000000 Penalty: 5332.934570
	Iteration 0F: 3 clusters Score -8700445 nChanged 21434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -8712591.000000 Penalty: 5332.934570
	Iteration 1F: 3 clusters Score -8712591 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -8713256.000000 Penalty: 5332.934570
	Iteration 2Q: 3 clusters Score -8713256 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -8713901.000000 Penalty: 5332.934570
	Iteration 3Q: 3 clusters Score -8713901 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -8714640.000000 Penalty: 5332.934570
	Iteration 4Q: 3 clusters Score -8714640 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -8715624.000000 Penalty: 5332.934570
	Iteration 5Q: 3 clusters Score -8715624 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -8716736.000000 Penalty: 5332.934570
	Iteration 6Q: 3 clusters Score -8716736 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -8718233.000000 Penalty: 5332.934570
	Iteration 7F: 3 clusters Score -8718233 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -8720128.000000 Penalty: 5332.934570
	Iteration 8F: 3 clusters Score -8720128 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -8722122.000000 Penalty: 5332.934570
	Iteration 9F: 3 clusters Score -8722122 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -8723642.000000 Penalty: 5332.934570
	Iteration 10F: 3 clusters Score -8723642 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -8724504.000000 Penalty: 5332.934570
	Iteration 11Q: 3 clusters Score -8724504 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -8724957.000000 Penalty: 5332.934570
	Iteration 12Q: 3 clusters Score -8724957 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -8725118.000000 Penalty: 5332.934570
	Iteration 13Q: 3 clusters Score -8725118 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -8725348.000000 Penalty: 5332.934570
	Iteration 14Q: 3 clusters Score -8725348 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -8725507.000000 Penalty: 5332.934570
	Iteration 15Q: 3 clusters Score -8725507 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -8725632.000000 Penalty: 5332.934570
	Iteration 16Q: 3 clusters Score -8725632 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -8725741.000000 Penalty: 5332.934570
	Iteration 17Q: 3 clusters Score -8725741 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -8725872.000000 Penalty: 5332.934570
	Iteration 18Q: 3 clusters Score -8725872 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -8725951.000000 Penalty: 5332.934570
	Iteration 19Q: 3 clusters Score -8725951 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -8726051.000000 Penalty: 5332.934570
	Iteration 20F: 3 clusters Score -8726051 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -8726152.000000 Penalty: 5332.934570
	Iteration 21Q: 3 clusters Score -8726152 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -8726207.000000 Penalty: 5332.934570
	Iteration 22Q: 3 clusters Score -8726207 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -8726278.000000 Penalty: 5332.934570
	Iteration 23Q: 3 clusters Score -8726278 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -8726368.000000 Penalty: 5332.934570
	Iteration 24Q: 3 clusters Score -8726368 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -8726409.000000 Penalty: 5332.934570
	Iteration 25Q: 3 clusters Score -8726409 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -8726536.000000 Penalty: 5332.934570
	Iteration 26Q: 3 clusters Score -8726536 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -8726649.000000 Penalty: 5332.934570
	Iteration 27Q: 3 clusters Score -8726649 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -8726687.000000 Penalty: 5332.934570
	Iteration 28Q: 3 clusters Score -8726687 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -8726750.000000 Penalty: 5332.934570
	Iteration 29Q: 3 clusters Score -8726750 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -8726835.000000 Penalty: 5332.934570
	Iteration 30Q: 3 clusters Score -8726835 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -8726894.000000 Penalty: 5332.934570
	Iteration 31Q: 3 clusters Score -8726894 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -8726940.000000 Penalty: 5332.934570
	Iteration 32Q: 3 clusters Score -8726940 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -8726983.000000 Penalty: 5332.934570
	Iteration 33Q: 3 clusters Score -8726983 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -8727025.000000 Penalty: 5332.934570
	Iteration 34Q: 3 clusters Score -8727025 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -8727039.000000 Penalty: 5332.934570
	Iteration 35Q: 3 clusters Score -8727039 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -8727065.000000 Penalty: 5332.934570
	Iteration 36Q: 3 clusters Score -8727065 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -8727059.000000 Penalty: 5332.934570
	Iteration 37Q: 3 clusters Score -8727059 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -8727086.000000 Penalty: 5332.934570
	Iteration 38Q: 3 clusters Score -8727086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -8727118.000000 Penalty: 5332.934570
	Iteration 39Q: 3 clusters Score -8727118 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -8727150.000000 Penalty: 5332.934570
	Iteration 40F: 3 clusters Score -8727150 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -8727173.000000 Penalty: 5332.934570
	Iteration 41Q: 3 clusters Score -8727173 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -8727187.000000 Penalty: 5332.934570
	Iteration 42Q: 3 clusters Score -8727187 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -8727206.000000 Penalty: 5332.934570
	Iteration 43Q: 3 clusters Score -8727206 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8727222.000000 Penalty: 5332.934570
	Iteration 44Q: 3 clusters Score -8727222 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -8727237.000000 Penalty: 5332.934570
	Iteration 45Q: 3 clusters Score -8727237 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -8727252.000000 Penalty: 5332.934570
	Iteration 46Q: 3 clusters Score -8727252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -8727251.000000 Penalty: 5332.934570
	Iteration 47Q: 3 clusters Score -8727251 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -8727266.000000 Penalty: 5332.934570
	Iteration 48Q: 3 clusters Score -8727266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -8727256.000000 Penalty: 5332.934570
	Iteration 49Q: 3 clusters Score -8727256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -8727251.000000 Penalty: 5332.934570
	Iteration 50Q: 3 clusters Score -8727251 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -8727265.000000 Penalty: 5332.934570
	Iteration 51Q: 3 clusters Score -8727265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -8727266.000000 Penalty: 5332.934570
	Iteration 52Q: 3 clusters Score -8727266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -8727255.000000 Penalty: 5332.934570
	Iteration 53Q: 3 clusters Score -8727255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -8727261.000000 Penalty: 5332.934570
	Iteration 54Q: 3 clusters Score -8727261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -8727249.000000 Penalty: 5332.934570
	Iteration 55Q: 3 clusters Score -8727249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -8727262.000000 Penalty: 5332.934570
	Iteration 56Q: 3 clusters Score -8727262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8727247.000000 Penalty: 5332.934570
	Iteration 57Q: 3 clusters Score -8727247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -8727248.000000 Penalty: 5332.934570
	Iteration 58Q: 3 clusters Score -8727248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -8727257.000000 Penalty: 5332.934570
	Iteration 59Q: 3 clusters Score -8727257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -8727262.000000 Penalty: 5332.934570
	Iteration 60F: 3 clusters Score -8727262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -8727262.000000 Penalty: 5332.934570
	Iteration 61Q: 3 clusters Score -8727262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -8727257.000000 Penalty: 5332.934570
	Iteration 62Q: 3 clusters Score -8727257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -8727270.000000 Penalty: 5332.934570
	Iteration 63Q: 3 clusters Score -8727270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -8727270.000000 Penalty: 5332.934570
	Iteration 64Q: 3 clusters Score -8727270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -8727258.000000 Penalty: 5332.934570
	Iteration 65Q: 3 clusters Score -8727258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -8727273.000000 Penalty: 5332.934570
	Iteration 66Q: 3 clusters Score -8727273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -8727275.000000 Penalty: 5332.934570
	Iteration 67Q: 3 clusters Score -8727275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -8727266.000000 Penalty: 5332.934570
	Iteration 68Q: 3 clusters Score -8727266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -8727272.000000 Penalty: 5332.934570
	Iteration 69Q: 3 clusters Score -8727272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -8727273.000000 Penalty: 5332.934570
	Iteration 70Q: 3 clusters Score -8727273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -8727268.000000 Penalty: 5332.934570
	Iteration 71Q: 3 clusters Score -8727268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -8727267.000000 Penalty: 5332.934570
	Iteration 72Q: 3 clusters Score -8727267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -8727277.000000 Penalty: 5332.934570
	Iteration 73Q: 3 clusters Score -8727277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -8727280.000000 Penalty: 5332.934570
	Iteration 74Q: 3 clusters Score -8727280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -8727271.000000 Penalty: 5332.934570
	Iteration 75Q: 3 clusters Score -8727271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -8727278.000000 Penalty: 5332.934570
	Iteration 76Q: 3 clusters Score -8727278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -8727284.000000 Penalty: 5332.934570
	Iteration 77Q: 3 clusters Score -8727284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -8727280.000000 Penalty: 5332.934570
	Iteration 78Q: 3 clusters Score -8727280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -8727279.000000 Penalty: 5332.934570
	Iteration 79Q: 3 clusters Score -8727279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -8727273.000000 Penalty: 5332.934570
	Iteration 80F: 3 clusters Score -8727273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -8727272.000000 Penalty: 5332.934570
	Iteration 81Q: 3 clusters Score -8727272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -8727269.000000 Penalty: 5332.934570
	Iteration 82Q: 3 clusters Score -8727269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8727270.000000 Penalty: 5332.934570
	Iteration 83Q: 3 clusters Score -8727270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -8727272.000000 Penalty: 5332.934570
	Iteration 84Q: 3 clusters Score -8727272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -8727272.000000 Penalty: 5332.934570
	Iteration 85F: 3 clusters Score -8727272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Entering Unmasked Estep 
Score: -7566755.000000 Penalty: 2635.458252
	Iteration 0F: 2 clusters Score -7566755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -7538734.000000 Penalty: 5270.916504
	Iteration 0F: 3 clusters Score -7538734 nChanged 18928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -7549396.000000 Penalty: 5270.916504
	Iteration 1F: 3 clusters Score -7549396 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -7549902.000000 Penalty: 5270.916504
	Iteration 2Q: 3 clusters Score -7549902 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -7550530.000000 Penalty: 5270.916504
	Iteration 3Q: 3 clusters Score -7550530 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -7551246.000000 Penalty: 5270.916504
	Iteration 4Q: 3 clusters Score -7551246 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -7552163.000000 Penalty: 5270.916504
	Iteration 5Q: 3 clusters Score -7552163 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -7553292.000000 Penalty: 5270.916504
	Iteration 6Q: 3 clusters Score -7553292 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -7554513.500000 Penalty: 5270.916504
	Iteration 7Q: 3 clusters Score -7554514 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -7555910.000000 Penalty: 5270.916504
	Iteration 8F: 3 clusters Score -7555910 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -7557314.000000 Penalty: 5270.916504
	Iteration 9F: 3 clusters Score -7557314 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -7558688.000000 Penalty: 5270.916504
	Iteration 10Q: 3 clusters Score -7558688 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -7559959.500000 Penalty: 5270.916504
	Iteration 11Q: 3 clusters Score -7559960 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -7561156.000000 Penalty: 5270.916504
	Iteration 12Q: 3 clusters Score -7561156 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -7562178.500000 Penalty: 5270.916504
	Iteration 13Q: 3 clusters Score -7562178 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7562966.500000 Penalty: 5270.916504
	Iteration 14Q: 3 clusters Score -7562966 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7563509.500000 Penalty: 5270.916504
	Iteration 15Q: 3 clusters Score -7563510 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7563830.000000 Penalty: 5270.916504
	Iteration 16Q: 3 clusters Score -7563830 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7564052.500000 Penalty: 5270.916504
	Iteration 17Q: 3 clusters Score -7564052 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7564168.000000 Penalty: 5270.916504
	Iteration 18Q: 3 clusters Score -7564168 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7564235.500000 Penalty: 5270.916504
	Iteration 19Q: 3 clusters Score -7564236 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7564293.500000 Penalty: 5270.916504
	Iteration 20F: 3 clusters Score -7564294 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7564334.000000 Penalty: 5270.916504
	Iteration 21Q: 3 clusters Score -7564334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7564364.000000 Penalty: 5270.916504
	Iteration 22Q: 3 clusters Score -7564364 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7564406.000000 Penalty: 5270.916504
	Iteration 23Q: 3 clusters Score -7564406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -7564429.500000 Penalty: 5270.916504
	Iteration 24Q: 3 clusters Score -7564430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7564445.500000 Penalty: 5270.916504
	Iteration 25Q: 3 clusters Score -7564446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7564453.500000 Penalty: 5270.916504
	Iteration 26Q: 3 clusters Score -7564454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7564464.500000 Penalty: 5270.916504
	Iteration 27Q: 3 clusters Score -7564464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7564486.500000 Penalty: 5270.916504
	Iteration 28Q: 3 clusters Score -7564486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7564491.500000 Penalty: 5270.916504
	Iteration 29Q: 3 clusters Score -7564492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7564500.500000 Penalty: 5270.916504
	Iteration 30Q: 3 clusters Score -7564500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7564509.500000 Penalty: 5270.916504
	Iteration 31Q: 3 clusters Score -7564510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7564510.500000 Penalty: 5270.916504
	Iteration 32Q: 3 clusters Score -7564510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7564512.500000 Penalty: 5270.916504
	Iteration 33Q: 3 clusters Score -7564512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7564520.000000 Penalty: 5270.916504
	Iteration 34Q: 3 clusters Score -7564520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7564518.000000 Penalty: 5270.916504
	Iteration 35Q: 3 clusters Score -7564518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -7564521.000000 Penalty: 5270.916504
	Iteration 36Q: 3 clusters Score -7564521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7564524.000000 Penalty: 5270.916504
	Iteration 37Q: 3 clusters Score -7564524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7564523.000000 Penalty: 5270.916504
	Iteration 38Q: 3 clusters Score -7564523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7564524.500000 Penalty: 5270.916504
	Iteration 39Q: 3 clusters Score -7564524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7564527.500000 Penalty: 5270.916504
	Iteration 40F: 3 clusters Score -7564528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Entering Unmasked Estep 
Score: -7832188.000000 Penalty: 2643.449219
	Iteration 0F: 2 clusters Score -7832188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -7803696.500000 Penalty: 5286.898438
	Iteration 0F: 3 clusters Score -7803696 nChanged 19450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -7814482.000000 Penalty: 5286.898438
	Iteration 1F: 3 clusters Score -7814482 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -7815358.000000 Penalty: 5286.898438
	Iteration 2Q: 3 clusters Score -7815358 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -7816338.500000 Penalty: 5286.898438
	Iteration 3Q: 3 clusters Score -7816338 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -7817607.000000 Penalty: 5286.898438
	Iteration 4F: 3 clusters Score -7817607 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -7819211.500000 Penalty: 5286.898438
	Iteration 5F: 3 clusters Score -7819212 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -7821348.000000 Penalty: 5286.898438
	Iteration 6F: 3 clusters Score -7821348 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -7824115.500000 Penalty: 5286.898438
	Iteration 7F: 3 clusters Score -7824116 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -7826984.000000 Penalty: 5286.898438
	Iteration 8F: 3 clusters Score -7826984 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -7828931.000000 Penalty: 5286.898438
	Iteration 9Q: 3 clusters Score -7828931 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -7829589.000000 Penalty: 5286.898438
	Iteration 10Q: 3 clusters Score -7829589 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -7829908.000000 Penalty: 5286.898438
	Iteration 11Q: 3 clusters Score -7829908 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -7830091.500000 Penalty: 5286.898438
	Iteration 12Q: 3 clusters Score -7830092 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -7830245.000000 Penalty: 5286.898438
	Iteration 13Q: 3 clusters Score -7830245 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -7830326.500000 Penalty: 5286.898438
	Iteration 14Q: 3 clusters Score -7830326 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -7830411.000000 Penalty: 5286.898438
	Iteration 15Q: 3 clusters Score -7830411 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -7830466.000000 Penalty: 5286.898438
	Iteration 16Q: 3 clusters Score -7830466 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -7830558.000000 Penalty: 5286.898438
	Iteration 17Q: 3 clusters Score -7830558 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -7830609.000000 Penalty: 5286.898438
	Iteration 18Q: 3 clusters Score -7830609 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -7830680.500000 Penalty: 5286.898438
	Iteration 19Q: 3 clusters Score -7830680 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -7830725.000000 Penalty: 5286.898438
	Iteration 20F: 3 clusters Score -7830725 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -7830774.000000 Penalty: 5286.898438
	Iteration 21Q: 3 clusters Score -7830774 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -7830822.000000 Penalty: 5286.898438
	Iteration 22Q: 3 clusters Score -7830822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -7830864.000000 Penalty: 5286.898438
	Iteration 23Q: 3 clusters Score -7830864 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7830887.500000 Penalty: 5286.898438
	Iteration 24Q: 3 clusters Score -7830888 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7830916.000000 Penalty: 5286.898438
	Iteration 25Q: 3 clusters Score -7830916 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -7830971.500000 Penalty: 5286.898438
	Iteration 26Q: 3 clusters Score -7830972 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -7831013.000000 Penalty: 5286.898438
	Iteration 27Q: 3 clusters Score -7831013 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -7831031.000000 Penalty: 5286.898438
	Iteration 28Q: 3 clusters Score -7831031 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -7831070.000000 Penalty: 5286.898438
	Iteration 29Q: 3 clusters Score -7831070 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -7831088.500000 Penalty: 5286.898438
	Iteration 30Q: 3 clusters Score -7831088 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7831105.500000 Penalty: 5286.898438
	Iteration 31Q: 3 clusters Score -7831106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -7831138.000000 Penalty: 5286.898438
	Iteration 32Q: 3 clusters Score -7831138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -7831134.000000 Penalty: 5286.898438
	Iteration 33Q: 3 clusters Score -7831134 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -7831150.500000 Penalty: 5286.898438
	Iteration 34Q: 3 clusters Score -7831150 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7831154.000000 Penalty: 5286.898438
	Iteration 35Q: 3 clusters Score -7831154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -7831159.500000 Penalty: 5286.898438
	Iteration 36Q: 3 clusters Score -7831160 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7831164.000000 Penalty: 5286.898438
	Iteration 37Q: 3 clusters Score -7831164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -7831176.500000 Penalty: 5286.898438
	Iteration 38Q: 3 clusters Score -7831176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -7831189.000000 Penalty: 5286.898438
	Iteration 39Q: 3 clusters Score -7831189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -7831194.000000 Penalty: 5286.898438
	Iteration 40F: 3 clusters Score -7831194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -7831196.000000 Penalty: 5286.898438
	Iteration 41Q: 3 clusters Score -7831196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -7831200.500000 Penalty: 5286.898438
	Iteration 42Q: 3 clusters Score -7831200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -7831202.500000 Penalty: 5286.898438
	Iteration 43Q: 3 clusters Score -7831202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -7831203.000000 Penalty: 5286.898438
	Iteration 44Q: 3 clusters Score -7831203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7831211.500000 Penalty: 5286.898438
	Iteration 45Q: 3 clusters Score -7831212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -7831222.500000 Penalty: 5286.898438
	Iteration 46Q: 3 clusters Score -7831222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7831230.500000 Penalty: 5286.898438
	Iteration 47Q: 3 clusters Score -7831230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -7831234.000000 Penalty: 5286.898438
	Iteration 48Q: 3 clusters Score -7831234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7831235.500000 Penalty: 5286.898438
	Iteration 49Q: 3 clusters Score -7831236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7831252.500000 Penalty: 5286.898438
	Iteration 50Q: 3 clusters Score -7831252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7831242.000000 Penalty: 5286.898438
	Iteration 51Q: 3 clusters Score -7831242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -7831250.000000 Penalty: 5286.898438
	Iteration 52Q: 3 clusters Score -7831250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7831246.000000 Penalty: 5286.898438
	Iteration 53Q: 3 clusters Score -7831246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -7831257.000000 Penalty: 5286.898438
	Iteration 54Q: 3 clusters Score -7831257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -7831265.000000 Penalty: 5286.898438
	Iteration 55Q: 3 clusters Score -7831265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7831262.000000 Penalty: 5286.898438
	Iteration 56Q: 3 clusters Score -7831262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -7831262.500000 Penalty: 5286.898438
	Iteration 57Q: 3 clusters Score -7831262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -7831266.000000 Penalty: 5286.898438
	Iteration 58Q: 3 clusters Score -7831266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7831265.500000 Penalty: 5286.898438
	Iteration 59Q: 3 clusters Score -7831266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39865 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7831265.500000 Penalty: 5286.898438
	Iteration 60F: 3 clusters Score -7831266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Entering Unmasked Estep 
Score: -8587709.000000 Penalty: 2667.891357
	Iteration 0F: 2 clusters Score -8587709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -8556899.000000 Penalty: 5335.782715
	Iteration 0F: 3 clusters Score -8556899 nChanged 21764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -8569007.000000 Penalty: 5335.782715
	Iteration 1F: 3 clusters Score -8569007 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -8569661.000000 Penalty: 5335.782715
	Iteration 2Q: 3 clusters Score -8569661 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -8570232.000000 Penalty: 5335.782715
	Iteration 3Q: 3 clusters Score -8570232 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -8570939.000000 Penalty: 5335.782715
	Iteration 4Q: 3 clusters Score -8570939 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -8571817.000000 Penalty: 5335.782715
	Iteration 5Q: 3 clusters Score -8571817 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -8573130.000000 Penalty: 5335.782715
	Iteration 6F: 3 clusters Score -8573130 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -8574989.000000 Penalty: 5335.782715
	Iteration 7F: 3 clusters Score -8574989 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -8577642.000000 Penalty: 5335.782715
	Iteration 8F: 3 clusters Score -8577642 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -8580735.000000 Penalty: 5335.782715
	Iteration 9F: 3 clusters Score -8580735 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -8583114.000000 Penalty: 5335.782715
	Iteration 10F: 3 clusters Score -8583114 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -8584337.000000 Penalty: 5335.782715
	Iteration 11Q: 3 clusters Score -8584337 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
Score: -8584864.000000 Penalty: 5335.782715
	Iteration 12Q: 3 clusters Score -8584864 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -8585078.000000 Penalty: 5335.782715
	Iteration 13Q: 3 clusters Score -8585078 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -8585211.000000 Penalty: 5335.782715
	Iteration 14Q: 3 clusters Score -8585211 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -8585303.000000 Penalty: 5335.782715
	Iteration 15Q: 3 clusters Score -8585303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -8585350.000000 Penalty: 5335.782715
	Iteration 16Q: 3 clusters Score -8585350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -8585356.000000 Penalty: 5335.782715
	Iteration 17Q: 3 clusters Score -8585356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -8585374.000000 Penalty: 5335.782715
	Iteration 18Q: 3 clusters Score -8585374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -8585383.000000 Penalty: 5335.782715
	Iteration 19Q: 3 clusters Score -8585383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -8585409.000000 Penalty: 5335.782715
	Iteration 20F: 3 clusters Score -8585409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -8585415.000000 Penalty: 5335.782715
	Iteration 21Q: 3 clusters Score -8585415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -8585423.000000 Penalty: 5335.782715
	Iteration 22Q: 3 clusters Score -8585423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -8585439.000000 Penalty: 5335.782715
	Iteration 23Q: 3 clusters Score -8585439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -8585443.000000 Penalty: 5335.782715
	Iteration 24Q: 3 clusters Score -8585443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -8585456.000000 Penalty: 5335.782715
	Iteration 25Q: 3 clusters Score -8585456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -8585469.000000 Penalty: 5335.782715
	Iteration 26Q: 3 clusters Score -8585469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -8585474.000000 Penalty: 5335.782715
	Iteration 27Q: 3 clusters Score -8585474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -8585474.000000 Penalty: 5335.782715
	Iteration 28F: 3 clusters Score -8585474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Entering Unmasked Estep 
Score: -8573139.000000 Penalty: 2662.933350
	Iteration 0F: 2 clusters Score -8573139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -8543087.000000 Penalty: 5325.866699
	Iteration 0F: 3 clusters Score -8543087 nChanged 21251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -8554683.000000 Penalty: 5325.866699
	Iteration 1F: 3 clusters Score -8554683 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -8555199.000000 Penalty: 5325.866699
	Iteration 2Q: 3 clusters Score -8555199 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -8555679.000000 Penalty: 5325.866699
	Iteration 3Q: 3 clusters Score -8555679 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -8556104.000000 Penalty: 5325.866699
	Iteration 4Q: 3 clusters Score -8556104 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -8556452.000000 Penalty: 5325.866699
	Iteration 5Q: 3 clusters Score -8556452 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -8556775.000000 Penalty: 5325.866699
	Iteration 6Q: 3 clusters Score -8556775 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -8557211.000000 Penalty: 5325.866699
	Iteration 7Q: 3 clusters Score -8557211 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -8557822.000000 Penalty: 5325.866699
	Iteration 8Q: 3 clusters Score -8557822 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -8558693.000000 Penalty: 5325.866699
	Iteration 9Q: 3 clusters Score -8558693 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -8559881.000000 Penalty: 5325.866699
	Iteration 10Q: 3 clusters Score -8559881 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -8561630.000000 Penalty: 5325.866699
	Iteration 11F: 3 clusters Score -8561630 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -8563737.000000 Penalty: 5325.866699
	Iteration 12F: 3 clusters Score -8563737 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -8565607.000000 Penalty: 5325.866699
	Iteration 13F: 3 clusters Score -8565607 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -8566846.000000 Penalty: 5325.866699
	Iteration 14Q: 3 clusters Score -8566846 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -8567403.000000 Penalty: 5325.866699
	Iteration 15Q: 3 clusters Score -8567403 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -8567693.000000 Penalty: 5325.866699
	Iteration 16Q: 3 clusters Score -8567693 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -8567894.000000 Penalty: 5325.866699
	Iteration 17Q: 3 clusters Score -8567894 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -8568041.000000 Penalty: 5325.866699
	Iteration 18Q: 3 clusters Score -8568041 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -8568181.000000 Penalty: 5325.866699
	Iteration 19Q: 3 clusters Score -8568181 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -8568265.000000 Penalty: 5325.866699
	Iteration 20F: 3 clusters Score -8568265 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -8568389.000000 Penalty: 5325.866699
	Iteration 21Q: 3 clusters Score -8568389 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -8568445.000000 Penalty: 5325.866699
	Iteration 22Q: 3 clusters Score -8568445 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -8568490.000000 Penalty: 5325.866699
	Iteration 23Q: 3 clusters Score -8568490 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -8568543.000000 Penalty: 5325.866699
	Iteration 24Q: 3 clusters Score -8568543 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -8568576.000000 Penalty: 5325.866699
	Iteration 25Q: 3 clusters Score -8568576 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -8568601.000000 Penalty: 5325.866699
	Iteration 26Q: 3 clusters Score -8568601 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -8568634.000000 Penalty: 5325.866699
	Iteration 27Q: 3 clusters Score -8568634 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -8568660.000000 Penalty: 5325.866699
	Iteration 28Q: 3 clusters Score -8568660 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -8568669.000000 Penalty: 5325.866699
	Iteration 29Q: 3 clusters Score -8568669 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -8568687.000000 Penalty: 5325.866699
	Iteration 30Q: 3 clusters Score -8568687 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -8568744.000000 Penalty: 5325.866699
	Iteration 31Q: 3 clusters Score -8568744 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -8568762.000000 Penalty: 5325.866699
	Iteration 32Q: 3 clusters Score -8568762 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 10401 members 
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Mstep: Class 1 contains 35727 members 
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Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 10267 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35918 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36645 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8570801.000000 Penalty: 5325.866699
	Iteration 127Q: 3 clusters Score -8570801 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8570826.000000 Penalty: 5325.866699
	Iteration 128Q: 3 clusters Score -8570826 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8570842.000000 Penalty: 5325.866699
	Iteration 129Q: 3 clusters Score -8570842 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8570876.000000 Penalty: 5325.866699
	Iteration 130Q: 3 clusters Score -8570876 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8570903.000000 Penalty: 5325.866699
	Iteration 131Q: 3 clusters Score -8570903 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8570927.000000 Penalty: 5325.866699
	Iteration 132Q: 3 clusters Score -8570927 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8570964.000000 Penalty: 5325.866699
	Iteration 133Q: 3 clusters Score -8570964 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8570972.000000 Penalty: 5325.866699
	Iteration 134Q: 3 clusters Score -8570972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8570968.000000 Penalty: 5325.866699
	Iteration 135Q: 3 clusters Score -8570968 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8571000.000000 Penalty: 5325.866699
	Iteration 136Q: 3 clusters Score -8571000 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8571011.000000 Penalty: 5325.866699
	Iteration 137Q: 3 clusters Score -8571011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8571013.000000 Penalty: 5325.866699
	Iteration 138Q: 3 clusters Score -8571013 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8571030.000000 Penalty: 5325.866699
	Iteration 139Q: 3 clusters Score -8571030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8571031.000000 Penalty: 5325.866699
	Iteration 140F: 3 clusters Score -8571031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8571038.000000 Penalty: 5325.866699
	Iteration 141Q: 3 clusters Score -8571038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8571052.000000 Penalty: 5325.866699
	Iteration 142Q: 3 clusters Score -8571052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8571058.000000 Penalty: 5325.866699
	Iteration 143Q: 3 clusters Score -8571058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8571071.000000 Penalty: 5325.866699
	Iteration 144Q: 3 clusters Score -8571071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8571064.000000 Penalty: 5325.866699
	Iteration 145Q: 3 clusters Score -8571064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8571068.000000 Penalty: 5325.866699
	Iteration 146Q: 3 clusters Score -8571068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8571061.000000 Penalty: 5325.866699
	Iteration 147Q: 3 clusters Score -8571061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8571073.000000 Penalty: 5325.866699
	Iteration 148Q: 3 clusters Score -8571073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8571075.000000 Penalty: 5325.866699
	Iteration 149Q: 3 clusters Score -8571075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8571076.000000 Penalty: 5325.866699
	Iteration 150Q: 3 clusters Score -8571076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8571080.000000 Penalty: 5325.866699
	Iteration 151Q: 3 clusters Score -8571080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8571095.000000 Penalty: 5325.866699
	Iteration 152Q: 3 clusters Score -8571095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8571109.000000 Penalty: 5325.866699
	Iteration 153Q: 3 clusters Score -8571109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8571101.000000 Penalty: 5325.866699
	Iteration 154Q: 3 clusters Score -8571101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8571112.000000 Penalty: 5325.866699
	Iteration 155Q: 3 clusters Score -8571112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8571115.000000 Penalty: 5325.866699
	Iteration 156Q: 3 clusters Score -8571115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8571117.000000 Penalty: 5325.866699
	Iteration 157Q: 3 clusters Score -8571117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8571122.000000 Penalty: 5325.866699
	Iteration 158Q: 3 clusters Score -8571122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8571129.000000 Penalty: 5325.866699
	Iteration 159Q: 3 clusters Score -8571129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8571124.000000 Penalty: 5325.866699
	Iteration 160F: 3 clusters Score -8571124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8571125.000000 Penalty: 5325.866699
	Iteration 161Q: 3 clusters Score -8571125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8571129.000000 Penalty: 5325.866699
	Iteration 162Q: 3 clusters Score -8571129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8571135.000000 Penalty: 5325.866699
	Iteration 163Q: 3 clusters Score -8571135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8571137.000000 Penalty: 5325.866699
	Iteration 164Q: 3 clusters Score -8571137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8571139.000000 Penalty: 5325.866699
	Iteration 165Q: 3 clusters Score -8571139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8571140.000000 Penalty: 5325.866699
	Iteration 166Q: 3 clusters Score -8571140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8571140.000000 Penalty: 5325.866699
	Iteration 167F: 3 clusters Score -8571140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Entering Unmasked Estep 
Score: -9109119.000000 Penalty: 2677.894531
	Iteration 0F: 2 clusters Score -9109119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -9078811.000000 Penalty: 5355.789062
	Iteration 0F: 3 clusters Score -9078811 nChanged 22573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -9091228.000000 Penalty: 5355.789062
	Iteration 1F: 3 clusters Score -9091228 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -9091666.000000 Penalty: 5355.789062
	Iteration 2Q: 3 clusters Score -9091666 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -9092044.000000 Penalty: 5355.789062
	Iteration 3Q: 3 clusters Score -9092044 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -9092441.000000 Penalty: 5355.789062
	Iteration 4Q: 3 clusters Score -9092441 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -9092704.000000 Penalty: 5355.789062
	Iteration 5Q: 3 clusters Score -9092704 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -9093060.000000 Penalty: 5355.789062
	Iteration 6Q: 3 clusters Score -9093060 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -9093437.000000 Penalty: 5355.789062
	Iteration 7Q: 3 clusters Score -9093437 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -9093885.000000 Penalty: 5355.789062
	Iteration 8Q: 3 clusters Score -9093885 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -9094517.000000 Penalty: 5355.789062
	Iteration 9Q: 3 clusters Score -9094517 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -9095535.000000 Penalty: 5355.789062
	Iteration 10Q: 3 clusters Score -9095535 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -9096933.000000 Penalty: 5355.789062
	Iteration 11F: 3 clusters Score -9096933 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -9098895.000000 Penalty: 5355.789062
	Iteration 12F: 3 clusters Score -9098895 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -9101288.000000 Penalty: 5355.789062
	Iteration 13F: 3 clusters Score -9101288 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -9103569.000000 Penalty: 5355.789062
	Iteration 14F: 3 clusters Score -9103569 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -9105271.000000 Penalty: 5355.789062
	Iteration 15Q: 3 clusters Score -9105271 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -9106130.000000 Penalty: 5355.789062
	Iteration 16Q: 3 clusters Score -9106130 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -9106678.000000 Penalty: 5355.789062
	Iteration 17Q: 3 clusters Score -9106678 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -9107025.000000 Penalty: 5355.789062
	Iteration 18Q: 3 clusters Score -9107025 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -9107244.000000 Penalty: 5355.789062
	Iteration 19Q: 3 clusters Score -9107244 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -9107286.000000 Penalty: 5355.789062
	Iteration 20F: 3 clusters Score -9107286 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -9107327.000000 Penalty: 5355.789062
	Iteration 21Q: 3 clusters Score -9107327 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -9107329.000000 Penalty: 5355.789062
	Iteration 22Q: 3 clusters Score -9107329 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -9107327.000000 Penalty: 5355.789062
	Iteration 23Q: 3 clusters Score -9107327 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -9107343.000000 Penalty: 5355.789062
	Iteration 24Q: 3 clusters Score -9107343 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 47788 members 
Entering Unmasked Estep 
Score: -9107360.000000 Penalty: 5355.789062
	Iteration 25Q: 3 clusters Score -9107360 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -9107366.000000 Penalty: 5355.789062
	Iteration 26Q: 3 clusters Score -9107366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -9107384.000000 Penalty: 5355.789062
	Iteration 27Q: 3 clusters Score -9107384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 47883 members 
Entering Unmasked Estep 
Score: -9107402.000000 Penalty: 5355.789062
	Iteration 28Q: 3 clusters Score -9107402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -9107410.000000 Penalty: 5355.789062
	Iteration 29Q: 3 clusters Score -9107410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -9107404.000000 Penalty: 5355.789062
	Iteration 30Q: 3 clusters Score -9107404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -9107430.000000 Penalty: 5355.789062
	Iteration 31Q: 3 clusters Score -9107430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -9107422.000000 Penalty: 5355.789062
	Iteration 32Q: 3 clusters Score -9107422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -9107411.000000 Penalty: 5355.789062
	Iteration 33Q: 3 clusters Score -9107411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -9107403.000000 Penalty: 5355.789062
	Iteration 34Q: 3 clusters Score -9107403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -9107418.000000 Penalty: 5355.789062
	Iteration 35Q: 3 clusters Score -9107418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -9107413.000000 Penalty: 5355.789062
	Iteration 36Q: 3 clusters Score -9107413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -9107432.000000 Penalty: 5355.789062
	Iteration 37Q: 3 clusters Score -9107432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -9107427.000000 Penalty: 5355.789062
	Iteration 38Q: 3 clusters Score -9107427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -9107422.000000 Penalty: 5355.789062
	Iteration 39Q: 3 clusters Score -9107422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -9107418.000000 Penalty: 5355.789062
	Iteration 40F: 3 clusters Score -9107418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -9107419.000000 Penalty: 5355.789062
	Iteration 41Q: 3 clusters Score -9107419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -9107417.000000 Penalty: 5355.789062
	Iteration 42Q: 3 clusters Score -9107417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -9107424.000000 Penalty: 5355.789062
	Iteration 43Q: 3 clusters Score -9107424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -9107419.000000 Penalty: 5355.789062
	Iteration 44Q: 3 clusters Score -9107419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 48040 members 
Entering Unmasked Estep 
Score: -9107418.000000 Penalty: 5355.789062
	Iteration 45Q: 3 clusters Score -9107418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -9107420.000000 Penalty: 5355.789062
	Iteration 46Q: 3 clusters Score -9107420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -9107420.000000 Penalty: 5355.789062
	Iteration 47F: 3 clusters Score -9107420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Entering Unmasked Estep 
Score: -8619021.000000 Penalty: 2665.088623
	Iteration 0F: 2 clusters Score -8619021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -8589522.000000 Penalty: 5330.177246
	Iteration 0F: 3 clusters Score -8589522 nChanged 21341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -8601571.000000 Penalty: 5330.177246
	Iteration 1F: 3 clusters Score -8601571 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -8602353.000000 Penalty: 5330.177246
	Iteration 2Q: 3 clusters Score -8602353 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -8603269.000000 Penalty: 5330.177246
	Iteration 3F: 3 clusters Score -8603269 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -8604546.000000 Penalty: 5330.177246
	Iteration 4F: 3 clusters Score -8604546 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -8606356.000000 Penalty: 5330.177246
	Iteration 5F: 3 clusters Score -8606356 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -8608618.000000 Penalty: 5330.177246
	Iteration 6F: 3 clusters Score -8608618 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -8611163.000000 Penalty: 5330.177246
	Iteration 7F: 3 clusters Score -8611163 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -8613523.000000 Penalty: 5330.177246
	Iteration 8F: 3 clusters Score -8613523 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -8615183.000000 Penalty: 5330.177246
	Iteration 9Q: 3 clusters Score -8615183 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -8616189.000000 Penalty: 5330.177246
	Iteration 10Q: 3 clusters Score -8616189 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8616695.000000 Penalty: 5330.177246
	Iteration 11Q: 3 clusters Score -8616695 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -8616886.000000 Penalty: 5330.177246
	Iteration 12Q: 3 clusters Score -8616886 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -8616968.000000 Penalty: 5330.177246
	Iteration 13Q: 3 clusters Score -8616968 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8617035.000000 Penalty: 5330.177246
	Iteration 14Q: 3 clusters Score -8617035 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8617008.000000 Penalty: 5330.177246
	Iteration 15Q: 3 clusters Score -8617008 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -8617034.000000 Penalty: 5330.177246
	Iteration 16Q: 3 clusters Score -8617034 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -8617045.000000 Penalty: 5330.177246
	Iteration 17Q: 3 clusters Score -8617045 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -8617055.000000 Penalty: 5330.177246
	Iteration 18Q: 3 clusters Score -8617055 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -8617056.000000 Penalty: 5330.177246
	Iteration 19Q: 3 clusters Score -8617056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -8617057.000000 Penalty: 5330.177246
	Iteration 20F: 3 clusters Score -8617057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -8617045.000000 Penalty: 5330.177246
	Iteration 21Q: 3 clusters Score -8617045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -8617052.000000 Penalty: 5330.177246
	Iteration 22Q: 3 clusters Score -8617052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -8617053.000000 Penalty: 5330.177246
	Iteration 23Q: 3 clusters Score -8617053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -8617054.000000 Penalty: 5330.177246
	Iteration 24Q: 3 clusters Score -8617054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -8617052.000000 Penalty: 5330.177246
	Iteration 25Q: 3 clusters Score -8617052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -8617057.000000 Penalty: 5330.177246
	Iteration 26Q: 3 clusters Score -8617057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -8617055.000000 Penalty: 5330.177246
	Iteration 27Q: 3 clusters Score -8617055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8617052.000000 Penalty: 5330.177246
	Iteration 28Q: 3 clusters Score -8617052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -8617054.000000 Penalty: 5330.177246
	Iteration 29Q: 3 clusters Score -8617054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -8617056.000000 Penalty: 5330.177246
	Iteration 30Q: 3 clusters Score -8617056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -8617056.000000 Penalty: 5330.177246
	Iteration 31F: 3 clusters Score -8617056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -183242.546875 Penalty: 1725.459351
	Iteration 0F: 2 clusters Score -183242.5 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 527 members 
Entering Unmasked Estep 
Score: -181322.296875 Penalty: 3450.918701
	Iteration 0F: 3 clusters Score -181322.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -181664.968750 Penalty: 3450.918701
	Iteration 1F: 3 clusters Score -181665 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -181821.515625 Penalty: 3450.918701
	Iteration 2F: 3 clusters Score -181821.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -181899.687500 Penalty: 3450.918701
	Iteration 3Q: 3 clusters Score -181899.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -181934.171875 Penalty: 3450.918701
	Iteration 4Q: 3 clusters Score -181934.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -181955.906250 Penalty: 3450.918701
	Iteration 5Q: 3 clusters Score -181955.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -181970.140625 Penalty: 3450.918701
	Iteration 6Q: 3 clusters Score -181970.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -181982.296875 Penalty: 3450.918701
	Iteration 7Q: 3 clusters Score -181982.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -182000.968750 Penalty: 3450.918701
	Iteration 8Q: 3 clusters Score -182001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -182008.828125 Penalty: 3450.918701
	Iteration 9Q: 3 clusters Score -182008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -182012.734375 Penalty: 3450.918701
	Iteration 10Q: 3 clusters Score -182012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -182015.187500 Penalty: 3450.918701
	Iteration 11Q: 3 clusters Score -182015.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -182015.187500 Penalty: 3450.918701
	Iteration 12F: 3 clusters Score -182015.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -84623.867188 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -84623.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83218.046875 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -83218.05 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -83682.953125 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -83682.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -83911.523438 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -83911.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -84136.898438 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -84136.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -84259.000000 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -84259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -84404.312500 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -84404.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -84562.031250 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -84562.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84638.250000 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -84638.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -84681.234375 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -84681.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -84733.468750 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -84733.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -84733.531250 Penalty: 3123.366211
	Iteration 10F: 3 clusters Score -84733.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -84735.007812 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -84735.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -84739.398438 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -84739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -84739.398438 Penalty: 3123.366211
	Iteration 13F: 3 clusters Score -84739.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 41227 members 
Mstep: Class 3 contains 42577 members 
Mstep: Class 4 contains 46987 members 
Mstep: Class 5 contains 46057 members 
Mstep: Class 6 contains 48921 members 
Mstep: Class 7 contains 46459 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 297 members 
Mstep: Class 10 contains 46239 members 
Mstep: Class 11 contains 42644 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41430 members 
Mstep: Class 15 contains 41510 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 44079 members 
Mstep: Class 18 contains 2459 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40051 members 
Mstep: Class 21 contains 28866 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44157 members 
Mstep: Class 24 contains 40565 members 
Mstep: Class 25 contains 246 members 
Entering Unmasked Estep 
Score: -126939448.000000 Penalty: 83433.343750
Splitting cluster 9 changes total score from -126941144.000000 to -126939448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Entering Unmasked Estep 
Score: -8588829.000000 Penalty: 2663.911621
	Iteration 0F: 2 clusters Score -8588829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -8559201.000000 Penalty: 5327.823242
	Iteration 0F: 3 clusters Score -8559201 nChanged 21281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -8570968.000000 Penalty: 5327.823242
	Iteration 1F: 3 clusters Score -8570968 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -8571681.000000 Penalty: 5327.823242
	Iteration 2Q: 3 clusters Score -8571681 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -8572542.000000 Penalty: 5327.823242
	Iteration 3Q: 3 clusters Score -8572542 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -8573877.000000 Penalty: 5327.823242
	Iteration 4F: 3 clusters Score -8573877 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -8576060.000000 Penalty: 5327.823242
	Iteration 5F: 3 clusters Score -8576060 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -8579207.000000 Penalty: 5327.823242
	Iteration 6F: 3 clusters Score -8579207 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -8582519.000000 Penalty: 5327.823242
	Iteration 7F: 3 clusters Score -8582519 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -8585072.000000 Penalty: 5327.823242
	Iteration 8F: 3 clusters Score -8585072 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -8586036.000000 Penalty: 5327.823242
	Iteration 9Q: 3 clusters Score -8586036 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -8586328.000000 Penalty: 5327.823242
	Iteration 10Q: 3 clusters Score -8586328 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -8586418.000000 Penalty: 5327.823242
	Iteration 11Q: 3 clusters Score -8586418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -8586493.000000 Penalty: 5327.823242
	Iteration 12Q: 3 clusters Score -8586493 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -8586534.000000 Penalty: 5327.823242
	Iteration 13Q: 3 clusters Score -8586534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -8586550.000000 Penalty: 5327.823242
	Iteration 14Q: 3 clusters Score -8586550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -8586554.000000 Penalty: 5327.823242
	Iteration 15Q: 3 clusters Score -8586554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -8586558.000000 Penalty: 5327.823242
	Iteration 16Q: 3 clusters Score -8586558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -8586568.000000 Penalty: 5327.823242
	Iteration 17Q: 3 clusters Score -8586568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8586571.000000 Penalty: 5327.823242
	Iteration 18Q: 3 clusters Score -8586571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -8586571.000000 Penalty: 5327.823242
	Iteration 19Q: 3 clusters Score -8586571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -8586571.000000 Penalty: 5327.823242
	Iteration 20F: 3 clusters Score -8586571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -8586580.000000 Penalty: 5327.823242
	Iteration 21Q: 3 clusters Score -8586580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -8586588.000000 Penalty: 5327.823242
	Iteration 22Q: 3 clusters Score -8586588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -8586588.000000 Penalty: 5327.823242
	Iteration 23F: 3 clusters Score -8586588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Entering Unmasked Estep 
Score: -7886847.000000 Penalty: 2643.839111
	Iteration 0F: 2 clusters Score -7886847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -7858312.000000 Penalty: 5287.678223
	Iteration 0F: 3 clusters Score -7858312 nChanged 19571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -7869348.500000 Penalty: 5287.678223
	Iteration 1F: 3 clusters Score -7869348 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -7870116.000000 Penalty: 5287.678223
	Iteration 2Q: 3 clusters Score -7870116 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -7870989.500000 Penalty: 5287.678223
	Iteration 3Q: 3 clusters Score -7870990 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -7872028.000000 Penalty: 5287.678223
	Iteration 4Q: 3 clusters Score -7872028 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -7873440.500000 Penalty: 5287.678223
	Iteration 5F: 3 clusters Score -7873440 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -7875165.500000 Penalty: 5287.678223
	Iteration 6F: 3 clusters Score -7875166 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -7876998.500000 Penalty: 5287.678223
	Iteration 7F: 3 clusters Score -7876998 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -7878650.000000 Penalty: 5287.678223
	Iteration 8F: 3 clusters Score -7878650 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -7879725.500000 Penalty: 5287.678223
	Iteration 9F: 3 clusters Score -7879726 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -7880302.500000 Penalty: 5287.678223
	Iteration 10Q: 3 clusters Score -7880302 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -7880585.000000 Penalty: 5287.678223
	Iteration 11Q: 3 clusters Score -7880585 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -7880922.000000 Penalty: 5287.678223
	Iteration 12Q: 3 clusters Score -7880922 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -7881225.500000 Penalty: 5287.678223
	Iteration 13Q: 3 clusters Score -7881226 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -7881520.000000 Penalty: 5287.678223
	Iteration 14Q: 3 clusters Score -7881520 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -7881808.000000 Penalty: 5287.678223
	Iteration 15Q: 3 clusters Score -7881808 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -7882115.000000 Penalty: 5287.678223
	Iteration 16Q: 3 clusters Score -7882115 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -7882403.500000 Penalty: 5287.678223
	Iteration 17Q: 3 clusters Score -7882404 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -7882728.000000 Penalty: 5287.678223
	Iteration 18Q: 3 clusters Score -7882728 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -7883011.500000 Penalty: 5287.678223
	Iteration 19Q: 3 clusters Score -7883012 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -7883171.000000 Penalty: 5287.678223
	Iteration 20F: 3 clusters Score -7883171 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -7883318.000000 Penalty: 5287.678223
	Iteration 21Q: 3 clusters Score -7883318 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7883420 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -7883471.500000 Penalty: 5287.678223
	Iteration 23Q: 3 clusters Score -7883472 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -7883507.000000 Penalty: 5287.678223
	Iteration 24Q: 3 clusters Score -7883507 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7883546 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -7883551.000000 Penalty: 5287.678223
	Iteration 26Q: 3 clusters Score -7883551 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7883588 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -7883639.500000 Penalty: 5287.678223
	Iteration 28Q: 3 clusters Score -7883640 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -7883657.500000 Penalty: 5287.678223
	Iteration 29Q: 3 clusters Score -7883658 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7883672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7883688 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -7883679.500000 Penalty: 5287.678223
	Iteration 32Q: 3 clusters Score -7883680 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7883682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -7883715.000000 Penalty: 5287.678223
	Iteration 34Q: 3 clusters Score -7883715 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -7883706.500000 Penalty: 5287.678223
	Iteration 35Q: 3 clusters Score -7883706 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -7883711.500000 Penalty: 5287.678223
	Iteration 36Q: 3 clusters Score -7883712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -7883735.000000 Penalty: 5287.678223
	Iteration 37Q: 3 clusters Score -7883735 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -7883748.500000 Penalty: 5287.678223
	Iteration 38Q: 3 clusters Score -7883748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -7883755.000000 Penalty: 5287.678223
	Iteration 39Q: 3 clusters Score -7883755 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -7883776.000000 Penalty: 5287.678223
	Iteration 40F: 3 clusters Score -7883776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -7883804.000000 Penalty: 5287.678223
	Iteration 41Q: 3 clusters Score -7883804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -7883809.000000 Penalty: 5287.678223
	Iteration 42Q: 3 clusters Score -7883809 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7883810 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7883808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 28033 members 
Entering Unmasked Estep 
Score: -7883816.500000 Penalty: 5287.678223
	Iteration 45Q: 3 clusters Score -7883816 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -7883824.500000 Penalty: 5287.678223
	Iteration 46Q: 3 clusters Score -7883824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -7883828.500000 Penalty: 5287.678223
	Iteration 47Q: 3 clusters Score -7883828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -7883832.500000 Penalty: 5287.678223
	Iteration 48Q: 3 clusters Score -7883832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -7883829.000000 Penalty: 5287.678223
	Iteration 49Q: 3 clusters Score -7883829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -7883837.000000 Penalty: 5287.678223
	Iteration 50Q: 3 clusters Score -7883837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -7883829.500000 Penalty: 5287.678223
	Iteration 51Q: 3 clusters Score -7883830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -7883842.500000 Penalty: 5287.678223
	Iteration 52Q: 3 clusters Score -7883842 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -7883849.000000 Penalty: 5287.678223
	Iteration 53Q: 3 clusters Score -7883849 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -7883852.500000 Penalty: 5287.678223
	Iteration 54Q: 3 clusters Score -7883852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -7883848.500000 Penalty: 5287.678223
	Iteration 55Q: 3 clusters Score -7883848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -7883858.500000 Penalty: 5287.678223
	Iteration 56Q: 3 clusters Score -7883858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -7883865.000000 Penalty: 5287.678223
	Iteration 57Q: 3 clusters Score -7883865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -7883866.500000 Penalty: 5287.678223
	Iteration 58Q: 3 clusters Score -7883866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -7883879.500000 Penalty: 5287.678223
	Iteration 59Q: 3 clusters Score -7883880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -7883894.500000 Penalty: 5287.678223
	Iteration 60F: 3 clusters Score -7883894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -7883894.500000 Penalty: 5287.678223
	Iteration 61Q: 3 clusters Score -7883894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -7883888.500000 Penalty: 5287.678223
	Iteration 62Q: 3 clusters Score -7883888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7883895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -7883900.000000 Penalty: 5287.678223
	Iteration 64Q: 3 clusters Score -7883900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -7883892.500000 Penalty: 5287.678223
	Iteration 65Q: 3 clusters Score -7883892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -7883898.500000 Penalty: 5287.678223
	Iteration 66Q: 3 clusters Score -7883898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7883898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -7883913.000000 Penalty: 5287.678223
	Iteration 68Q: 3 clusters Score -7883913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7883910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -7883915.000000 Penalty: 5287.678223
	Iteration 70Q: 3 clusters Score -7883915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -7883925.000000 Penalty: 5287.678223
	Iteration 71Q: 3 clusters Score -7883925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -7883922.000000 Penalty: 5287.678223
	Iteration 72Q: 3 clusters Score -7883922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -7883933.000000 Penalty: 5287.678223
	Iteration 73Q: 3 clusters Score -7883933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -7883923.500000 Penalty: 5287.678223
	Iteration 74Q: 3 clusters Score -7883924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7883926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -7883931.500000 Penalty: 5287.678223
	Iteration 76Q: 3 clusters Score -7883932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7883925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -7883934.000000 Penalty: 5287.678223
	Iteration 78Q: 3 clusters Score -7883934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -7883929.000000 Penalty: 5287.678223
	Iteration 79Q: 3 clusters Score -7883929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7883925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -7883922.500000 Penalty: 5287.678223
	Iteration 81Q: 3 clusters Score -7883922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -7883924.000000 Penalty: 5287.678223
	Iteration 82Q: 3 clusters Score -7883924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -7883923.500000 Penalty: 5287.678223
	Iteration 83Q: 3 clusters Score -7883924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -7883935.500000 Penalty: 5287.678223
	Iteration 84Q: 3 clusters Score -7883936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7883932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -7883919.000000 Penalty: 5287.678223
	Iteration 86Q: 3 clusters Score -7883919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -7883937.500000 Penalty: 5287.678223
	Iteration 87Q: 3 clusters Score -7883938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -7883936.000000 Penalty: 5287.678223
	Iteration 88Q: 3 clusters Score -7883936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -7883942.500000 Penalty: 5287.678223
	Iteration 89Q: 3 clusters Score -7883942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -7883949.500000 Penalty: 5287.678223
	Iteration 90Q: 3 clusters Score -7883950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -7883946.500000 Penalty: 5287.678223
	Iteration 91Q: 3 clusters Score -7883946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -7883942.500000 Penalty: 5287.678223
	Iteration 92Q: 3 clusters Score -7883942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -7883941.500000 Penalty: 5287.678223
	Iteration 93Q: 3 clusters Score -7883942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -7883945.000000 Penalty: 5287.678223
	Iteration 94Q: 3 clusters Score -7883945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -7883947.000000 Penalty: 5287.678223
	Iteration 95Q: 3 clusters Score -7883947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -7883953.000000 Penalty: 5287.678223
	Iteration 96Q: 3 clusters Score -7883953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -7883963.500000 Penalty: 5287.678223
	Iteration 97Q: 3 clusters Score -7883964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -7883967.000000 Penalty: 5287.678223
	Iteration 98Q: 3 clusters Score -7883967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -7883968.500000 Penalty: 5287.678223
	Iteration 99Q: 3 clusters Score -7883968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -7883966.000000 Penalty: 5287.678223
	Iteration 100F: 3 clusters Score -7883966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -7883964.500000 Penalty: 5287.678223
	Iteration 101Q: 3 clusters Score -7883964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -7883966.000000 Penalty: 5287.678223
	Iteration 102Q: 3 clusters Score -7883966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -7883963.500000 Penalty: 5287.678223
	Iteration 103Q: 3 clusters Score -7883964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -7883958.500000 Penalty: 5287.678223
	Iteration 104Q: 3 clusters Score -7883958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -7883959.000000 Penalty: 5287.678223
	Iteration 105Q: 3 clusters Score -7883959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -7883959.000000 Penalty: 5287.678223
	Iteration 106F: 3 clusters Score -7883959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -19387.011719 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -19387.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18453.843750 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -18453.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18601.208984 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -18601.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -18677.775391 Penalty: 2724.558594
	Iteration 2F: 3 clusters Score -18677.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -18702.986328 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -18702.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18709.755859 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -18709.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -18709.755859 Penalty: 2724.558594
	Iteration 5F: 3 clusters Score -18709.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -118591.078125 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -118591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -116818.179688 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -116818.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117406.921875 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -117406.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -117749.734375 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -117749.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -118015.531250 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -118015.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118206.523438 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -118206.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -118365.039062 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -118365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118481.156250 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -118481.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -118525.578125 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -118525.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -118559.976562 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -118560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -118582.859375 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -118582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -118595.750000 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -118595.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -118608.718750 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -118608.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -118611.671875 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -118611.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -118615.296875 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -118615.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118617.757812 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -118617.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118618.882812 Penalty: 3369.559082
	Iteration 15F: 3 clusters Score -118618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -118624.320312 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -118624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -118625.882812 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -118625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -118625.882812 Penalty: 3369.559082
	Iteration 18F: 3 clusters Score -118625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 41227 members 
Mstep: Class 3 contains 42577 members 
Mstep: Class 4 contains 46987 members 
Mstep: Class 5 contains 46057 members 
Mstep: Class 6 contains 48921 members 
Mstep: Class 7 contains 46459 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46239 members 
Mstep: Class 11 contains 42644 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 436 members 
Mstep: Class 14 contains 41430 members 
Mstep: Class 15 contains 41510 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 44079 members 
Mstep: Class 18 contains 2459 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40051 members 
Mstep: Class 21 contains 28866 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44157 members 
Mstep: Class 24 contains 40565 members 
Mstep: Class 25 contains 456 members 
Entering Unmasked Estep 
Score: -126939480.000000 Penalty: 83433.343750
Splitting cluster 13 changes total score from -126941144.000000 to -126939480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (41430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Entering Unmasked Estep 
Score: -7662616.000000 Penalty: 2636.676514
	Iteration 0F: 2 clusters Score -7662616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -7634737.500000 Penalty: 5273.353027
	Iteration 0F: 3 clusters Score -7634738 nChanged 19138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -7645243.000000 Penalty: 5273.353027
	Iteration 1F: 3 clusters Score -7645243 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -7645800.500000 Penalty: 5273.353027
	Iteration 2Q: 3 clusters Score -7645800 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -7646397.000000 Penalty: 5273.353027
	Iteration 3Q: 3 clusters Score -7646397 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -7647309.000000 Penalty: 5273.353027
	Iteration 4Q: 3 clusters Score -7647309 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -7648572.000000 Penalty: 5273.353027
	Iteration 5Q: 3 clusters Score -7648572 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -7650050.500000 Penalty: 5273.353027
	Iteration 6Q: 3 clusters Score -7650050 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -7651601.500000 Penalty: 5273.353027
	Iteration 7Q: 3 clusters Score -7651602 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -7653171.000000 Penalty: 5273.353027
	Iteration 8Q: 3 clusters Score -7653171 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -7654594.000000 Penalty: 5273.353027
	Iteration 9Q: 3 clusters Score -7654594 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -7655854.500000 Penalty: 5273.353027
	Iteration 10Q: 3 clusters Score -7655854 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -7656808.000000 Penalty: 5273.353027
	Iteration 11Q: 3 clusters Score -7656808 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -7657662.000000 Penalty: 5273.353027
	Iteration 12Q: 3 clusters Score -7657662 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -7658299.000000 Penalty: 5273.353027
	Iteration 13Q: 3 clusters Score -7658299 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -7658745.500000 Penalty: 5273.353027
	Iteration 14Q: 3 clusters Score -7658746 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -7659062.000000 Penalty: 5273.353027
	Iteration 15Q: 3 clusters Score -7659062 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7659340.000000 Penalty: 5273.353027
	Iteration 16Q: 3 clusters Score -7659340 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -7659559.500000 Penalty: 5273.353027
	Iteration 17Q: 3 clusters Score -7659560 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -7659732.000000 Penalty: 5273.353027
	Iteration 18Q: 3 clusters Score -7659732 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -7659889.500000 Penalty: 5273.353027
	Iteration 19Q: 3 clusters Score -7659890 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -7660004.000000 Penalty: 5273.353027
	Iteration 20F: 3 clusters Score -7660004 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -7660093.000000 Penalty: 5273.353027
	Iteration 21Q: 3 clusters Score -7660093 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -7660164.000000 Penalty: 5273.353027
	Iteration 22Q: 3 clusters Score -7660164 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -7660221.500000 Penalty: 5273.353027
	Iteration 23Q: 3 clusters Score -7660222 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -7660243.000000 Penalty: 5273.353027
	Iteration 24Q: 3 clusters Score -7660243 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -7660294.500000 Penalty: 5273.353027
	Iteration 25Q: 3 clusters Score -7660294 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -7660331.500000 Penalty: 5273.353027
	Iteration 26Q: 3 clusters Score -7660332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -7660357.500000 Penalty: 5273.353027
	Iteration 27Q: 3 clusters Score -7660358 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -7660371.500000 Penalty: 5273.353027
	Iteration 28Q: 3 clusters Score -7660372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -7660384.500000 Penalty: 5273.353027
	Iteration 29Q: 3 clusters Score -7660384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -7660407.500000 Penalty: 5273.353027
	Iteration 30Q: 3 clusters Score -7660408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -7660423.500000 Penalty: 5273.353027
	Iteration 31Q: 3 clusters Score -7660424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -7660431.000000 Penalty: 5273.353027
	Iteration 32Q: 3 clusters Score -7660431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -7660440.500000 Penalty: 5273.353027
	Iteration 33Q: 3 clusters Score -7660440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -7660458.500000 Penalty: 5273.353027
	Iteration 34Q: 3 clusters Score -7660458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -7660459.500000 Penalty: 5273.353027
	Iteration 35Q: 3 clusters Score -7660460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -7660467.500000 Penalty: 5273.353027
	Iteration 36Q: 3 clusters Score -7660468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -7660475.000000 Penalty: 5273.353027
	Iteration 37Q: 3 clusters Score -7660475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -7660474.000000 Penalty: 5273.353027
	Iteration 38Q: 3 clusters Score -7660474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -7660472.000000 Penalty: 5273.353027
	Iteration 39Q: 3 clusters Score -7660472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -7660473.000000 Penalty: 5273.353027
	Iteration 40F: 3 clusters Score -7660473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -7660472.500000 Penalty: 5273.353027
	Iteration 41Q: 3 clusters Score -7660472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -7660472.500000 Penalty: 5273.353027
	Iteration 42F: 3 clusters Score -7660472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Entering Unmasked Estep 
Score: -7693225.000000 Penalty: 2637.155029
	Iteration 0F: 2 clusters Score -7693225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -7665636.500000 Penalty: 5274.310059
	Iteration 0F: 3 clusters Score -7665636 nChanged 18874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -7676127.500000 Penalty: 5274.310059
	Iteration 1F: 3 clusters Score -7676128 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -7677046.000000 Penalty: 5274.310059
	Iteration 2Q: 3 clusters Score -7677046 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -7678213.000000 Penalty: 5274.310059
	Iteration 3F: 3 clusters Score -7678213 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -7679810 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -7681826 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7684410 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -7686751.500000 Penalty: 5274.310059
	Iteration 7F: 3 clusters Score -7686752 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -7688249.500000 Penalty: 5274.310059
	Iteration 8Q: 3 clusters Score -7688250 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -7688823.500000 Penalty: 5274.310059
	Iteration 9Q: 3 clusters Score -7688824 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -7689083.000000 Penalty: 5274.310059
	Iteration 10Q: 3 clusters Score -7689083 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -7689225.500000 Penalty: 5274.310059
	Iteration 11Q: 3 clusters Score -7689226 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -7689366.000000 Penalty: 5274.310059
	Iteration 12Q: 3 clusters Score -7689366 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -7689502.500000 Penalty: 5274.310059
	Iteration 13Q: 3 clusters Score -7689502 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -7689680.500000 Penalty: 5274.310059
	Iteration 14Q: 3 clusters Score -7689680 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -7689860.500000 Penalty: 5274.310059
	Iteration 15Q: 3 clusters Score -7689860 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -7690000.000000 Penalty: 5274.310059
	Iteration 16Q: 3 clusters Score -7690000 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -7690106.000000 Penalty: 5274.310059
	Iteration 17Q: 3 clusters Score -7690106 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -7690218.500000 Penalty: 5274.310059
	Iteration 18Q: 3 clusters Score -7690218 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -7690362.500000 Penalty: 5274.310059
	Iteration 19Q: 3 clusters Score -7690362 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -7690471.000000 Penalty: 5274.310059
	Iteration 20F: 3 clusters Score -7690471 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -7690605.500000 Penalty: 5274.310059
	Iteration 21Q: 3 clusters Score -7690606 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -7690690.500000 Penalty: 5274.310059
	Iteration 22Q: 3 clusters Score -7690690 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -7690806.500000 Penalty: 5274.310059
	Iteration 23Q: 3 clusters Score -7690806 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -7690908.500000 Penalty: 5274.310059
	Iteration 24Q: 3 clusters Score -7690908 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -7690979.500000 Penalty: 5274.310059
	Iteration 25Q: 3 clusters Score -7690980 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -7691016.500000 Penalty: 5274.310059
	Iteration 26Q: 3 clusters Score -7691016 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -7691063.000000 Penalty: 5274.310059
	Iteration 27Q: 3 clusters Score -7691063 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -7691132.500000 Penalty: 5274.310059
	Iteration 28Q: 3 clusters Score -7691132 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -7691181.500000 Penalty: 5274.310059
	Iteration 29Q: 3 clusters Score -7691182 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -7691225.500000 Penalty: 5274.310059
	Iteration 30Q: 3 clusters Score -7691226 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -7691257.500000 Penalty: 5274.310059
	Iteration 31Q: 3 clusters Score -7691258 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7691284 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -7691312.000000 Penalty: 5274.310059
	Iteration 33Q: 3 clusters Score -7691312 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7691350 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -7691377.000000 Penalty: 5274.310059
	Iteration 35Q: 3 clusters Score -7691377 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -7691402.500000 Penalty: 5274.310059
	Iteration 36Q: 3 clusters Score -7691402 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -7691430.000000 Penalty: 5274.310059
	Iteration 37Q: 3 clusters Score -7691430 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -7691439.500000 Penalty: 5274.310059
	Iteration 38Q: 3 clusters Score -7691440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -7691455.000000 Penalty: 5274.310059
	Iteration 39Q: 3 clusters Score -7691455 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -7691498.000000 Penalty: 5274.310059
	Iteration 40F: 3 clusters Score -7691498 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -7691526.000000 Penalty: 5274.310059
	Iteration 41Q: 3 clusters Score -7691526 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -7691531.000000 Penalty: 5274.310059
	Iteration 42Q: 3 clusters Score -7691531 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -7691548.000000 Penalty: 5274.310059
	Iteration 43Q: 3 clusters Score -7691548 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -7691558.500000 Penalty: 5274.310059
	Iteration 44Q: 3 clusters Score -7691558 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -7691570.000000 Penalty: 5274.310059
	Iteration 45Q: 3 clusters Score -7691570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -7691563.000000 Penalty: 5274.310059
	Iteration 46Q: 3 clusters Score -7691563 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -7691577.000000 Penalty: 5274.310059
	Iteration 47Q: 3 clusters Score -7691577 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -7691582.000000 Penalty: 5274.310059
	Iteration 48Q: 3 clusters Score -7691582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -7691594.500000 Penalty: 5274.310059
	Iteration 49Q: 3 clusters Score -7691594 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -7691605.000000 Penalty: 5274.310059
	Iteration 50Q: 3 clusters Score -7691605 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -7691622.500000 Penalty: 5274.310059
	Iteration 51Q: 3 clusters Score -7691622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -7691627.500000 Penalty: 5274.310059
	Iteration 52Q: 3 clusters Score -7691628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7691631.000000 Penalty: 5274.310059
	Iteration 53Q: 3 clusters Score -7691631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -7691628.500000 Penalty: 5274.310059
	Iteration 54Q: 3 clusters Score -7691628 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7691661.000000 Penalty: 5274.310059
	Iteration 55Q: 3 clusters Score -7691661 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -7691648.000000 Penalty: 5274.310059
	Iteration 56Q: 3 clusters Score -7691648 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -7691641.000000 Penalty: 5274.310059
	Iteration 57Q: 3 clusters Score -7691641 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -7691633.000000 Penalty: 5274.310059
	Iteration 58Q: 3 clusters Score -7691633 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -7691644.500000 Penalty: 5274.310059
	Iteration 59Q: 3 clusters Score -7691644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -7691638.000000 Penalty: 5274.310059
	Iteration 60F: 3 clusters Score -7691638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -7691636.000000 Penalty: 5274.310059
	Iteration 61Q: 3 clusters Score -7691636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -7691641.500000 Penalty: 5274.310059
	Iteration 62Q: 3 clusters Score -7691642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -7691640.500000 Penalty: 5274.310059
	Iteration 63Q: 3 clusters Score -7691640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -7691637.500000 Penalty: 5274.310059
	Iteration 64Q: 3 clusters Score -7691638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -7691627.000000 Penalty: 5274.310059
	Iteration 65Q: 3 clusters Score -7691627 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -7691647.000000 Penalty: 5274.310059
	Iteration 66Q: 3 clusters Score -7691647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -7691640.000000 Penalty: 5274.310059
	Iteration 67Q: 3 clusters Score -7691640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -7691639.000000 Penalty: 5274.310059
	Iteration 68Q: 3 clusters Score -7691639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -7691636.500000 Penalty: 5274.310059
	Iteration 69Q: 3 clusters Score -7691636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -7691638.000000 Penalty: 5274.310059
	Iteration 70Q: 3 clusters Score -7691638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -7691637.000000 Penalty: 5274.310059
	Iteration 71Q: 3 clusters Score -7691637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -7691639.500000 Penalty: 5274.310059
	Iteration 72Q: 3 clusters Score -7691640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -7691639.500000 Penalty: 5274.310059
	Iteration 73Q: 3 clusters Score -7691640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7691638.000000 Penalty: 5274.310059
	Iteration 74Q: 3 clusters Score -7691638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -7691642.500000 Penalty: 5274.310059
	Iteration 75Q: 3 clusters Score -7691642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -7691636.500000 Penalty: 5274.310059
	Iteration 76Q: 3 clusters Score -7691636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -7691633.500000 Penalty: 5274.310059
	Iteration 77Q: 3 clusters Score -7691634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -7691625.000000 Penalty: 5274.310059
	Iteration 78Q: 3 clusters Score -7691625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -7691624.500000 Penalty: 5274.310059
	Iteration 79Q: 3 clusters Score -7691624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -7691624.500000 Penalty: 5274.310059
	Iteration 80F: 3 clusters Score -7691624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -7691631.000000 Penalty: 5274.310059
	Iteration 81Q: 3 clusters Score -7691631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -7691627.500000 Penalty: 5274.310059
	Iteration 82Q: 3 clusters Score -7691628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -7691627.500000 Penalty: 5274.310059
	Iteration 83F: 3 clusters Score -7691628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3425 members 
Entering Unmasked Estep 
Score: -628370.187500 Penalty: 2018.436523
	Iteration 0F: 2 clusters Score -628370.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -624818.125000 Penalty: 4036.873047
	Iteration 0F: 3 clusters Score -624818.1 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -625542.125000 Penalty: 4036.873047
	Iteration 1F: 3 clusters Score -625542.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -625721.312500 Penalty: 4036.873047
	Iteration 2F: 3 clusters Score -625721.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -625829.500000 Penalty: 4036.873047
	Iteration 3Q: 3 clusters Score -625829.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -625896.187500 Penalty: 4036.873047
	Iteration 4Q: 3 clusters Score -625896.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -625949.562500 Penalty: 4036.873047
	Iteration 5Q: 3 clusters Score -625949.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -625982.750000 Penalty: 4036.873047
	Iteration 6Q: 3 clusters Score -625982.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -626005.375000 Penalty: 4036.873047
	Iteration 7Q: 3 clusters Score -626005.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -626018.937500 Penalty: 4036.873047
	Iteration 8Q: 3 clusters Score -626018.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -626028.812500 Penalty: 4036.873047
	Iteration 9Q: 3 clusters Score -626028.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -626043.187500 Penalty: 4036.873047
	Iteration 10Q: 3 clusters Score -626043.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -626052.875000 Penalty: 4036.873047
	Iteration 11Q: 3 clusters Score -626052.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -626061.250000 Penalty: 4036.873047
	Iteration 12Q: 3 clusters Score -626061.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -626063.187500 Penalty: 4036.873047
	Iteration 13Q: 3 clusters Score -626063.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -626065.625000 Penalty: 4036.873047
	Iteration 14Q: 3 clusters Score -626065.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -626066.437500 Penalty: 4036.873047
	Iteration 15Q: 3 clusters Score -626066.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -626067.937500 Penalty: 4036.873047
	Iteration 16Q: 3 clusters Score -626067.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -626070.062500 Penalty: 4036.873047
	Iteration 17Q: 3 clusters Score -626070.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -626071.500000 Penalty: 4036.873047
	Iteration 18Q: 3 clusters Score -626071.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -626073.875000 Penalty: 4036.873047
	Iteration 19Q: 3 clusters Score -626073.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -626075.062500 Penalty: 4036.873047
	Iteration 20F: 3 clusters Score -626075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -626075.812500 Penalty: 4036.873047
	Iteration 21Q: 3 clusters Score -626075.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -626075.937500 Penalty: 4036.873047
	Iteration 22Q: 3 clusters Score -626075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -626076.250000 Penalty: 4036.873047
	Iteration 23Q: 3 clusters Score -626076.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -626077.437500 Penalty: 4036.873047
	Iteration 24Q: 3 clusters Score -626077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -626078.125000 Penalty: 4036.873047
	Iteration 25Q: 3 clusters Score -626078.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -626079.562500 Penalty: 4036.873047
	Iteration 26Q: 3 clusters Score -626079.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -626079.062500 Penalty: 4036.873047
	Iteration 27Q: 3 clusters Score -626079.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -626081.937500 Penalty: 4036.873047
	Iteration 28Q: 3 clusters Score -626081.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -626082.312500 Penalty: 4036.873047
	Iteration 29Q: 3 clusters Score -626082.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -626084.312500 Penalty: 4036.873047
	Iteration 30Q: 3 clusters Score -626084.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -626087.750000 Penalty: 4036.873047
	Iteration 31Q: 3 clusters Score -626087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -626091.125000 Penalty: 4036.873047
	Iteration 32Q: 3 clusters Score -626091.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -626091.125000 Penalty: 4036.873047
	Iteration 33F: 3 clusters Score -626091.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Entering Unmasked Estep 
Score: -8190056.500000 Penalty: 2652.047363
	Iteration 0F: 2 clusters Score -8190056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -8160902.000000 Penalty: 5304.094727
	Iteration 0F: 3 clusters Score -8160902 nChanged 20210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -8171958.000000 Penalty: 5304.094727
	Iteration 1F: 3 clusters Score -8171958 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -8172454.000000 Penalty: 5304.094727
	Iteration 2Q: 3 clusters Score -8172454 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -8172921.500000 Penalty: 5304.094727
	Iteration 3Q: 3 clusters Score -8172922 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -8173266.500000 Penalty: 5304.094727
	Iteration 4Q: 3 clusters Score -8173266 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -8173608.500000 Penalty: 5304.094727
	Iteration 5Q: 3 clusters Score -8173608 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -8173953.500000 Penalty: 5304.094727
	Iteration 6Q: 3 clusters Score -8173954 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -8174389.000000 Penalty: 5304.094727
	Iteration 7Q: 3 clusters Score -8174389 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -8174886.000000 Penalty: 5304.094727
	Iteration 8Q: 3 clusters Score -8174886 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -8175571.000000 Penalty: 5304.094727
	Iteration 9Q: 3 clusters Score -8175571 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -8176548.500000 Penalty: 5304.094727
	Iteration 10Q: 3 clusters Score -8176548 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -8177937.500000 Penalty: 5304.094727
	Iteration 11Q: 3 clusters Score -8177938 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -8179610.000000 Penalty: 5304.094727
	Iteration 12F: 3 clusters Score -8179610 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -8181347.000000 Penalty: 5304.094727
	Iteration 13F: 3 clusters Score -8181347 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -8182910.500000 Penalty: 5304.094727
	Iteration 14Q: 3 clusters Score -8182910 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -8184070.500000 Penalty: 5304.094727
	Iteration 15Q: 3 clusters Score -8184070 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -8184831.500000 Penalty: 5304.094727
	Iteration 16Q: 3 clusters Score -8184832 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -8185464.000000 Penalty: 5304.094727
	Iteration 17Q: 3 clusters Score -8185464 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8186008.000000 Penalty: 5304.094727
	Iteration 18Q: 3 clusters Score -8186008 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -8186432.500000 Penalty: 5304.094727
	Iteration 19Q: 3 clusters Score -8186432 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8186669.000000 Penalty: 5304.094727
	Iteration 20F: 3 clusters Score -8186669 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8186913.000000 Penalty: 5304.094727
	Iteration 21Q: 3 clusters Score -8186913 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8187100.000000 Penalty: 5304.094727
	Iteration 22Q: 3 clusters Score -8187100 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8187239.500000 Penalty: 5304.094727
	Iteration 23Q: 3 clusters Score -8187240 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8187348.500000 Penalty: 5304.094727
	Iteration 24Q: 3 clusters Score -8187348 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8187461.000000 Penalty: 5304.094727
	Iteration 25Q: 3 clusters Score -8187461 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8187535.000000 Penalty: 5304.094727
	Iteration 26Q: 3 clusters Score -8187535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8187589.500000 Penalty: 5304.094727
	Iteration 27Q: 3 clusters Score -8187590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8187647.000000 Penalty: 5304.094727
	Iteration 28Q: 3 clusters Score -8187647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8187691.500000 Penalty: 5304.094727
	Iteration 29Q: 3 clusters Score -8187692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8187713.500000 Penalty: 5304.094727
	Iteration 30Q: 3 clusters Score -8187714 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8187721.000000 Penalty: 5304.094727
	Iteration 31Q: 3 clusters Score -8187721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8187724.500000 Penalty: 5304.094727
	Iteration 32Q: 3 clusters Score -8187724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8187711.000000 Penalty: 5304.094727
	Iteration 33Q: 3 clusters Score -8187711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8187731.000000 Penalty: 5304.094727
	Iteration 34Q: 3 clusters Score -8187731 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8187741.000000 Penalty: 5304.094727
	Iteration 35Q: 3 clusters Score -8187741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8187750.500000 Penalty: 5304.094727
	Iteration 36Q: 3 clusters Score -8187750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8187762.500000 Penalty: 5304.094727
	Iteration 37Q: 3 clusters Score -8187762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8187762.500000 Penalty: 5304.094727
	Iteration 38Q: 3 clusters Score -8187762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8187778.000000 Penalty: 5304.094727
	Iteration 39Q: 3 clusters Score -8187778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8187783.500000 Penalty: 5304.094727
	Iteration 40F: 3 clusters Score -8187784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8187785.000000 Penalty: 5304.094727
	Iteration 41Q: 3 clusters Score -8187785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8187792.500000 Penalty: 5304.094727
	Iteration 42Q: 3 clusters Score -8187792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8187790.000000 Penalty: 5304.094727
	Iteration 43Q: 3 clusters Score -8187790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8187794.500000 Penalty: 5304.094727
	Iteration 44Q: 3 clusters Score -8187794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8187793.500000 Penalty: 5304.094727
	Iteration 45Q: 3 clusters Score -8187794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8187793.500000 Penalty: 5304.094727
	Iteration 46F: 3 clusters Score -8187794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -421904.062500 Penalty: 1936.262451
	Iteration 0F: 2 clusters Score -421904.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -419011.156250 Penalty: 3872.524902
	Iteration 0F: 3 clusters Score -419011.2 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -419689.937500 Penalty: 3872.524902
	Iteration 1F: 3 clusters Score -419689.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -419999.625000 Penalty: 3872.524902
	Iteration 2F: 3 clusters Score -419999.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -420239.687500 Penalty: 3872.524902
	Iteration 3F: 3 clusters Score -420239.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -420436.187500 Penalty: 3872.524902
	Iteration 4F: 3 clusters Score -420436.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -420594.281250 Penalty: 3872.524902
	Iteration 5F: 3 clusters Score -420594.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -420726.468750 Penalty: 3872.524902
	Iteration 6Q: 3 clusters Score -420726.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -420835.750000 Penalty: 3872.524902
	Iteration 7Q: 3 clusters Score -420835.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -420905.218750 Penalty: 3872.524902
	Iteration 8Q: 3 clusters Score -420905.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -420939.031250 Penalty: 3872.524902
	Iteration 9Q: 3 clusters Score -420939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -420959.562500 Penalty: 3872.524902
	Iteration 10Q: 3 clusters Score -420959.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -420974.718750 Penalty: 3872.524902
	Iteration 11Q: 3 clusters Score -420974.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -420987.500000 Penalty: 3872.524902
	Iteration 12Q: 3 clusters Score -420987.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -420996.531250 Penalty: 3872.524902
	Iteration 13Q: 3 clusters Score -420996.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -421002.343750 Penalty: 3872.524902
	Iteration 14Q: 3 clusters Score -421002.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -421008.875000 Penalty: 3872.524902
	Iteration 15Q: 3 clusters Score -421008.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -421012.312500 Penalty: 3872.524902
	Iteration 16Q: 3 clusters Score -421012.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -421017.875000 Penalty: 3872.524902
	Iteration 17Q: 3 clusters Score -421017.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -421021.968750 Penalty: 3872.524902
	Iteration 18Q: 3 clusters Score -421022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -421024.593750 Penalty: 3872.524902
	Iteration 19Q: 3 clusters Score -421024.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -421027.125000 Penalty: 3872.524902
	Iteration 20F: 3 clusters Score -421027.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -56304.363281 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -56304.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54832.023438 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -54832.02 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55156.601562 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -55156.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -55297.808594 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -55297.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55445.457031 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -55445.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55553.152344 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -55553.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -55636.937500 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -55636.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -55673.503906 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -55673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55691.179688 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -55691.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55702.789062 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -55702.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -55702.789062 Penalty: 3090.318848
	Iteration 9F: 3 clusters Score -55702.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Entering Unmasked Estep 
Score: -7388522.500000 Penalty: 2628.281494
	Iteration 0F: 2 clusters Score -7388522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -7361556.500000 Penalty: 5256.562988
	Iteration 0F: 3 clusters Score -7361556 nChanged 18336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -7371432.500000 Penalty: 5256.562988
	Iteration 1F: 3 clusters Score -7371432 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -7371853.500000 Penalty: 5256.562988
	Iteration 2Q: 3 clusters Score -7371854 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -7372174.000000 Penalty: 5256.562988
	Iteration 3Q: 3 clusters Score -7372174 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -7372482.500000 Penalty: 5256.562988
	Iteration 4Q: 3 clusters Score -7372482 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -7372718.000000 Penalty: 5256.562988
	Iteration 5Q: 3 clusters Score -7372718 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -7372983.500000 Penalty: 5256.562988
	Iteration 6Q: 3 clusters Score -7372984 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -7373195.500000 Penalty: 5256.562988
	Iteration 7Q: 3 clusters Score -7373196 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -7373403.500000 Penalty: 5256.562988
	Iteration 8Q: 3 clusters Score -7373404 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -7373643.000000 Penalty: 5256.562988
	Iteration 9Q: 3 clusters Score -7373643 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -7373911.000000 Penalty: 5256.562988
	Iteration 10Q: 3 clusters Score -7373911 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -7374206.500000 Penalty: 5256.562988
	Iteration 11Q: 3 clusters Score -7374206 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -7374707.000000 Penalty: 5256.562988
	Iteration 12Q: 3 clusters Score -7374707 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -7375349.500000 Penalty: 5256.562988
	Iteration 13Q: 3 clusters Score -7375350 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -7376288.000000 Penalty: 5256.562988
	Iteration 14Q: 3 clusters Score -7376288 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -7377509.000000 Penalty: 5256.562988
	Iteration 15Q: 3 clusters Score -7377509 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -7378986.000000 Penalty: 5256.562988
	Iteration 16F: 3 clusters Score -7378986 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -7380398.500000 Penalty: 5256.562988
	Iteration 17Q: 3 clusters Score -7380398 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -7381703.500000 Penalty: 5256.562988
	Iteration 18Q: 3 clusters Score -7381704 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -7382803.000000 Penalty: 5256.562988
	Iteration 19Q: 3 clusters Score -7382803 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -7383655.000000 Penalty: 5256.562988
	Iteration 20F: 3 clusters Score -7383655 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -7384314.000000 Penalty: 5256.562988
	Iteration 21Q: 3 clusters Score -7384314 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -7384882.500000 Penalty: 5256.562988
	Iteration 22Q: 3 clusters Score -7384882 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -7385371.000000 Penalty: 5256.562988
	Iteration 23Q: 3 clusters Score -7385371 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7385705.500000 Penalty: 5256.562988
	Iteration 24Q: 3 clusters Score -7385706 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -7385922.000000 Penalty: 5256.562988
	Iteration 25Q: 3 clusters Score -7385922 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7386123.000000 Penalty: 5256.562988
	Iteration 26Q: 3 clusters Score -7386123 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7386279.500000 Penalty: 5256.562988
	Iteration 27Q: 3 clusters Score -7386280 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7386411.500000 Penalty: 5256.562988
	Iteration 28Q: 3 clusters Score -7386412 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7386554.500000 Penalty: 5256.562988
	Iteration 29Q: 3 clusters Score -7386554 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7386651.000000 Penalty: 5256.562988
	Iteration 30Q: 3 clusters Score -7386651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7386705.000000 Penalty: 5256.562988
	Iteration 31Q: 3 clusters Score -7386705 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -7386740.500000 Penalty: 5256.562988
	Iteration 32Q: 3 clusters Score -7386740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7386758.000000 Penalty: 5256.562988
	Iteration 33Q: 3 clusters Score -7386758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7386778.500000 Penalty: 5256.562988
	Iteration 34Q: 3 clusters Score -7386778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7386788.000000 Penalty: 5256.562988
	Iteration 35Q: 3 clusters Score -7386788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7386790.000000 Penalty: 5256.562988
	Iteration 36Q: 3 clusters Score -7386790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -7386800.000000 Penalty: 5256.562988
	Iteration 37Q: 3 clusters Score -7386800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7386823.500000 Penalty: 5256.562988
	Iteration 38Q: 3 clusters Score -7386824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -7386820.500000 Penalty: 5256.562988
	Iteration 39Q: 3 clusters Score -7386820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -7386849.000000 Penalty: 5256.562988
	Iteration 40F: 3 clusters Score -7386849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7386857.500000 Penalty: 5256.562988
	Iteration 41Q: 3 clusters Score -7386858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7386855.500000 Penalty: 5256.562988
	Iteration 42Q: 3 clusters Score -7386856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7386853.500000 Penalty: 5256.562988
	Iteration 43Q: 3 clusters Score -7386854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7386849.000000 Penalty: 5256.562988
	Iteration 44Q: 3 clusters Score -7386849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7386847.500000 Penalty: 5256.562988
	Iteration 45Q: 3 clusters Score -7386848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7386856.500000 Penalty: 5256.562988
	Iteration 46Q: 3 clusters Score -7386856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7386865.500000 Penalty: 5256.562988
	Iteration 47Q: 3 clusters Score -7386866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7386874.000000 Penalty: 5256.562988
	Iteration 48Q: 3 clusters Score -7386874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -7386866.000000 Penalty: 5256.562988
	Iteration 49Q: 3 clusters Score -7386866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -7386878.000000 Penalty: 5256.562988
	Iteration 50Q: 3 clusters Score -7386878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7386887.000000 Penalty: 5256.562988
	Iteration 51Q: 3 clusters Score -7386887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7386884.500000 Penalty: 5256.562988
	Iteration 52Q: 3 clusters Score -7386884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7386879.500000 Penalty: 5256.562988
	Iteration 53Q: 3 clusters Score -7386880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7386879.500000 Penalty: 5256.562988
	Iteration 54F: 3 clusters Score -7386880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Entering Unmasked Estep 
Score: -5173916.000000 Penalty: 2547.064209
	Iteration 0F: 2 clusters Score -5173916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -5153992.000000 Penalty: 5094.128418
	Iteration 0F: 3 clusters Score -5153992 nChanged 13047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -5160917.000000 Penalty: 5094.128418
	Iteration 1F: 3 clusters Score -5160917 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -5161414.000000 Penalty: 5094.128418
	Iteration 2F: 3 clusters Score -5161414 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -5161901.000000 Penalty: 5094.128418
	Iteration 3Q: 3 clusters Score -5161901 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -5162471.500000 Penalty: 5094.128418
	Iteration 4Q: 3 clusters Score -5162472 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -5163187.000000 Penalty: 5094.128418
	Iteration 5Q: 3 clusters Score -5163187 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -5164178.000000 Penalty: 5094.128418
	Iteration 6F: 3 clusters Score -5164178 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -5165498.500000 Penalty: 5094.128418
	Iteration 7F: 3 clusters Score -5165498 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -5167011.000000 Penalty: 5094.128418
	Iteration 8F: 3 clusters Score -5167011 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -5168583.500000 Penalty: 5094.128418
	Iteration 9F: 3 clusters Score -5168584 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5169775.000000 Penalty: 5094.128418
	Iteration 10Q: 3 clusters Score -5169775 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5170632.000000 Penalty: 5094.128418
	Iteration 11Q: 3 clusters Score -5170632 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5171228.000000 Penalty: 5094.128418
	Iteration 12Q: 3 clusters Score -5171228 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5171642.500000 Penalty: 5094.128418
	Iteration 13Q: 3 clusters Score -5171642 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5171896.000000 Penalty: 5094.128418
	Iteration 14Q: 3 clusters Score -5171896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5171997.000000 Penalty: 5094.128418
	Iteration 15Q: 3 clusters Score -5171997 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5172048.000000 Penalty: 5094.128418
	Iteration 16Q: 3 clusters Score -5172048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5172064.500000 Penalty: 5094.128418
	Iteration 17Q: 3 clusters Score -5172064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5172078.000000 Penalty: 5094.128418
	Iteration 18Q: 3 clusters Score -5172078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5172074.000000 Penalty: 5094.128418
	Iteration 19Q: 3 clusters Score -5172074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5172078.500000 Penalty: 5094.128418
	Iteration 20F: 3 clusters Score -5172078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5172077.000000 Penalty: 5094.128418
	Iteration 21Q: 3 clusters Score -5172077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5172080.500000 Penalty: 5094.128418
	Iteration 22Q: 3 clusters Score -5172080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5172082.000000 Penalty: 5094.128418
	Iteration 23Q: 3 clusters Score -5172082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5172082.000000 Penalty: 5094.128418
	Iteration 24Q: 3 clusters Score -5172082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5172083.000000 Penalty: 5094.128418
	Iteration 25Q: 3 clusters Score -5172083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5172075.000000 Penalty: 5094.128418
	Iteration 26Q: 3 clusters Score -5172075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5172075.000000 Penalty: 5094.128418
	Iteration 27F: 3 clusters Score -5172075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -171457.093750 Penalty: 1734.039917
	Iteration 0F: 2 clusters Score -171457.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -169526.765625 Penalty: 3468.079834
	Iteration 0F: 3 clusters Score -169526.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -170092.671875 Penalty: 3468.079834
	Iteration 1F: 3 clusters Score -170092.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -170401.343750 Penalty: 3468.079834
	Iteration 2F: 3 clusters Score -170401.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -170604.343750 Penalty: 3468.079834
	Iteration 3F: 3 clusters Score -170604.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -170671.015625 Penalty: 3468.079834
	Iteration 4Q: 3 clusters Score -170671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -170707.078125 Penalty: 3468.079834
	Iteration 5Q: 3 clusters Score -170707.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -170742.843750 Penalty: 3468.079834
	Iteration 6Q: 3 clusters Score -170742.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -170760.562500 Penalty: 3468.079834
	Iteration 7Q: 3 clusters Score -170760.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -170782.234375 Penalty: 3468.079834
	Iteration 8Q: 3 clusters Score -170782.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -170806.234375 Penalty: 3468.079834
	Iteration 9Q: 3 clusters Score -170806.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -170829.234375 Penalty: 3468.079834
	Iteration 10Q: 3 clusters Score -170829.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -170853.359375 Penalty: 3468.079834
	Iteration 11Q: 3 clusters Score -170853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -170861.390625 Penalty: 3468.079834
	Iteration 12Q: 3 clusters Score -170861.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -170865.968750 Penalty: 3468.079834
	Iteration 13Q: 3 clusters Score -170866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -170868.062500 Penalty: 3468.079834
	Iteration 14Q: 3 clusters Score -170868.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -170869.046875 Penalty: 3468.079834
	Iteration 15Q: 3 clusters Score -170869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -170869.046875 Penalty: 3468.079834
	Iteration 16F: 3 clusters Score -170869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Entering Unmasked Estep 
Score: -8224657.500000 Penalty: 2652.485840
	Iteration 0F: 2 clusters Score -8224658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -8195924.500000 Penalty: 5304.971680
	Iteration 0F: 3 clusters Score -8195924 nChanged 20147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -8207024.500000 Penalty: 5304.971680
	Iteration 1F: 3 clusters Score -8207024 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -8207884.000000 Penalty: 5304.971680
	Iteration 2Q: 3 clusters Score -8207884 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -8209166.500000 Penalty: 5304.971680
	Iteration 3F: 3 clusters Score -8209166 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -8211039.500000 Penalty: 5304.971680
	Iteration 4F: 3 clusters Score -8211040 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -8213481.500000 Penalty: 5304.971680
	Iteration 5F: 3 clusters Score -8213482 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -8216116.000000 Penalty: 5304.971680
	Iteration 6F: 3 clusters Score -8216116 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -8218407.500000 Penalty: 5304.971680
	Iteration 7F: 3 clusters Score -8218408 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -8220044.500000 Penalty: 5304.971680
	Iteration 8Q: 3 clusters Score -8220044 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -8221044.000000 Penalty: 5304.971680
	Iteration 9Q: 3 clusters Score -8221044 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -8221555.500000 Penalty: 5304.971680
	Iteration 10Q: 3 clusters Score -8221556 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -8221842.000000 Penalty: 5304.971680
	Iteration 11Q: 3 clusters Score -8221842 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -8221975.500000 Penalty: 5304.971680
	Iteration 12Q: 3 clusters Score -8221976 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -8222114.000000 Penalty: 5304.971680
	Iteration 13Q: 3 clusters Score -8222114 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -8222227.500000 Penalty: 5304.971680
	Iteration 14Q: 3 clusters Score -8222228 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -8222318.000000 Penalty: 5304.971680
	Iteration 15Q: 3 clusters Score -8222318 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -8222407.500000 Penalty: 5304.971680
	Iteration 16Q: 3 clusters Score -8222408 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -8222491.000000 Penalty: 5304.971680
	Iteration 17Q: 3 clusters Score -8222491 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -8222545.500000 Penalty: 5304.971680
	Iteration 18Q: 3 clusters Score -8222546 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -8222614.000000 Penalty: 5304.971680
	Iteration 19Q: 3 clusters Score -8222614 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8222688.000000 Penalty: 5304.971680
	Iteration 20F: 3 clusters Score -8222688 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8222749.500000 Penalty: 5304.971680
	Iteration 21Q: 3 clusters Score -8222750 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8222788.500000 Penalty: 5304.971680
	Iteration 22Q: 3 clusters Score -8222788 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8222822.000000 Penalty: 5304.971680
	Iteration 23Q: 3 clusters Score -8222822 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8222836.000000 Penalty: 5304.971680
	Iteration 24Q: 3 clusters Score -8222836 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8222824.000000 Penalty: 5304.971680
	Iteration 25Q: 3 clusters Score -8222824 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8222834.500000 Penalty: 5304.971680
	Iteration 26Q: 3 clusters Score -8222834 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8222825.500000 Penalty: 5304.971680
	Iteration 27Q: 3 clusters Score -8222826 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8222816.000000 Penalty: 5304.971680
	Iteration 28Q: 3 clusters Score -8222816 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8222831.000000 Penalty: 5304.971680
	Iteration 29Q: 3 clusters Score -8222831 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8222846.000000 Penalty: 5304.971680
	Iteration 30Q: 3 clusters Score -8222846 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8222833.500000 Penalty: 5304.971680
	Iteration 31Q: 3 clusters Score -8222834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8222843.500000 Penalty: 5304.971680
	Iteration 32Q: 3 clusters Score -8222844 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8222848.000000 Penalty: 5304.971680
	Iteration 33Q: 3 clusters Score -8222848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8222859.000000 Penalty: 5304.971680
	Iteration 34Q: 3 clusters Score -8222859 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8222864.000000 Penalty: 5304.971680
	Iteration 35Q: 3 clusters Score -8222864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8222878.500000 Penalty: 5304.971680
	Iteration 36Q: 3 clusters Score -8222878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8222888.000000 Penalty: 5304.971680
	Iteration 37Q: 3 clusters Score -8222888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8222884.000000 Penalty: 5304.971680
	Iteration 38Q: 3 clusters Score -8222884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8222871.500000 Penalty: 5304.971680
	Iteration 39Q: 3 clusters Score -8222872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8222877.500000 Penalty: 5304.971680
	Iteration 40F: 3 clusters Score -8222878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8222877.500000 Penalty: 5304.971680
	Iteration 41Q: 3 clusters Score -8222878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8222878.000000 Penalty: 5304.971680
	Iteration 42Q: 3 clusters Score -8222878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8222874.500000 Penalty: 5304.971680
	Iteration 43Q: 3 clusters Score -8222874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8222872.500000 Penalty: 5304.971680
	Iteration 44Q: 3 clusters Score -8222872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8222871.500000 Penalty: 5304.971680
	Iteration 45Q: 3 clusters Score -8222872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8222863.500000 Penalty: 5304.971680
	Iteration 46Q: 3 clusters Score -8222864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8222862.500000 Penalty: 5304.971680
	Iteration 47Q: 3 clusters Score -8222862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8222851.500000 Penalty: 5304.971680
	Iteration 48Q: 3 clusters Score -8222852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8222856.500000 Penalty: 5304.971680
	Iteration 49Q: 3 clusters Score -8222856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8222853.000000 Penalty: 5304.971680
	Iteration 50Q: 3 clusters Score -8222853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8222858.000000 Penalty: 5304.971680
	Iteration 51Q: 3 clusters Score -8222858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8222857.500000 Penalty: 5304.971680
	Iteration 52Q: 3 clusters Score -8222858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8222857.500000 Penalty: 5304.971680
	Iteration 53F: 3 clusters Score -8222858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Entering Unmasked Estep 
Score: -7436628.500000 Penalty: 2631.443848
	Iteration 0F: 2 clusters Score -7436628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -7409426.500000 Penalty: 5262.887695
	Iteration 0F: 3 clusters Score -7409426 nChanged 18524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -7419418.000000 Penalty: 5262.887695
	Iteration 1F: 3 clusters Score -7419418 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -7419924.500000 Penalty: 5262.887695
	Iteration 2Q: 3 clusters Score -7419924 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -7420284.000000 Penalty: 5262.887695
	Iteration 3Q: 3 clusters Score -7420284 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -7420635.500000 Penalty: 5262.887695
	Iteration 4Q: 3 clusters Score -7420636 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -7420959.500000 Penalty: 5262.887695
	Iteration 5Q: 3 clusters Score -7420960 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -7421334.000000 Penalty: 5262.887695
	Iteration 6Q: 3 clusters Score -7421334 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -7421916.000000 Penalty: 5262.887695
	Iteration 7Q: 3 clusters Score -7421916 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -7422700.500000 Penalty: 5262.887695
	Iteration 8Q: 3 clusters Score -7422700 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -7423864.500000 Penalty: 5262.887695
	Iteration 9Q: 3 clusters Score -7423864 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -7425392.000000 Penalty: 5262.887695
	Iteration 10F: 3 clusters Score -7425392 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -7427191.500000 Penalty: 5262.887695
	Iteration 11F: 3 clusters Score -7427192 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -7429031.500000 Penalty: 5262.887695
	Iteration 12F: 3 clusters Score -7429032 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -7430078.000000 Penalty: 5262.887695
	Iteration 13Q: 3 clusters Score -7430078 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -7430625.000000 Penalty: 5262.887695
	Iteration 14Q: 3 clusters Score -7430625 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -7430975.000000 Penalty: 5262.887695
	Iteration 15Q: 3 clusters Score -7430975 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -7431313.000000 Penalty: 5262.887695
	Iteration 16Q: 3 clusters Score -7431313 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -7431570.500000 Penalty: 5262.887695
	Iteration 17Q: 3 clusters Score -7431570 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -7431784.000000 Penalty: 5262.887695
	Iteration 18Q: 3 clusters Score -7431784 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -7431932.000000 Penalty: 5262.887695
	Iteration 19Q: 3 clusters Score -7431932 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -7432035.500000 Penalty: 5262.887695
	Iteration 20F: 3 clusters Score -7432036 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -7432120.500000 Penalty: 5262.887695
	Iteration 21Q: 3 clusters Score -7432120 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -7432216.500000 Penalty: 5262.887695
	Iteration 22Q: 3 clusters Score -7432216 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -7432262.000000 Penalty: 5262.887695
	Iteration 23Q: 3 clusters Score -7432262 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -7432297.500000 Penalty: 5262.887695
	Iteration 24Q: 3 clusters Score -7432298 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -7432332.500000 Penalty: 5262.887695
	Iteration 25Q: 3 clusters Score -7432332 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -7432334.500000 Penalty: 5262.887695
	Iteration 26Q: 3 clusters Score -7432334 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -7432374.000000 Penalty: 5262.887695
	Iteration 27Q: 3 clusters Score -7432374 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -7432416.000000 Penalty: 5262.887695
	Iteration 28Q: 3 clusters Score -7432416 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -7432462.500000 Penalty: 5262.887695
	Iteration 29Q: 3 clusters Score -7432462 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -7432486.000000 Penalty: 5262.887695
	Iteration 30Q: 3 clusters Score -7432486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -7432490.000000 Penalty: 5262.887695
	Iteration 31Q: 3 clusters Score -7432490 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -7432525.500000 Penalty: 5262.887695
	Iteration 32Q: 3 clusters Score -7432526 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -7432554.500000 Penalty: 5262.887695
	Iteration 33Q: 3 clusters Score -7432554 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -7432589.000000 Penalty: 5262.887695
	Iteration 34Q: 3 clusters Score -7432589 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -7432616.500000 Penalty: 5262.887695
	Iteration 35Q: 3 clusters Score -7432616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -7432639.500000 Penalty: 5262.887695
	Iteration 36Q: 3 clusters Score -7432640 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -7432657.500000 Penalty: 5262.887695
	Iteration 37Q: 3 clusters Score -7432658 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -7432720.000000 Penalty: 5262.887695
	Iteration 38Q: 3 clusters Score -7432720 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -7432734.000000 Penalty: 5262.887695
	Iteration 39Q: 3 clusters Score -7432734 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -7432781.000000 Penalty: 5262.887695
	Iteration 40F: 3 clusters Score -7432781 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -7432801.500000 Penalty: 5262.887695
	Iteration 41Q: 3 clusters Score -7432802 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -7432844.500000 Penalty: 5262.887695
	Iteration 42Q: 3 clusters Score -7432844 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -7432873.000000 Penalty: 5262.887695
	Iteration 43Q: 3 clusters Score -7432873 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -7432891.000000 Penalty: 5262.887695
	Iteration 44Q: 3 clusters Score -7432891 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -7432920.000000 Penalty: 5262.887695
	Iteration 45Q: 3 clusters Score -7432920 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -7432956.500000 Penalty: 5262.887695
	Iteration 46Q: 3 clusters Score -7432956 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -7433010.000000 Penalty: 5262.887695
	Iteration 47Q: 3 clusters Score -7433010 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -7433054.000000 Penalty: 5262.887695
	Iteration 48Q: 3 clusters Score -7433054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -7433115.000000 Penalty: 5262.887695
	Iteration 49Q: 3 clusters Score -7433115 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -7433133.500000 Penalty: 5262.887695
	Iteration 50Q: 3 clusters Score -7433134 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -7433157.000000 Penalty: 5262.887695
	Iteration 51Q: 3 clusters Score -7433157 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -7433188.000000 Penalty: 5262.887695
	Iteration 52Q: 3 clusters Score -7433188 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -7433216.500000 Penalty: 5262.887695
	Iteration 53Q: 3 clusters Score -7433216 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -7433248.000000 Penalty: 5262.887695
	Iteration 54Q: 3 clusters Score -7433248 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -7433288.000000 Penalty: 5262.887695
	Iteration 55Q: 3 clusters Score -7433288 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -7433325.500000 Penalty: 5262.887695
	Iteration 56Q: 3 clusters Score -7433326 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -7433368.500000 Penalty: 5262.887695
	Iteration 57Q: 3 clusters Score -7433368 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -7433392.000000 Penalty: 5262.887695
	Iteration 58Q: 3 clusters Score -7433392 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -7433400.000000 Penalty: 5262.887695
	Iteration 59Q: 3 clusters Score -7433400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -7433437.500000 Penalty: 5262.887695
	Iteration 60F: 3 clusters Score -7433438 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -7433465.000000 Penalty: 5262.887695
	Iteration 61Q: 3 clusters Score -7433465 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -7433520.000000 Penalty: 5262.887695
	Iteration 62Q: 3 clusters Score -7433520 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -7433531.500000 Penalty: 5262.887695
	Iteration 63Q: 3 clusters Score -7433532 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -7433565.500000 Penalty: 5262.887695
	Iteration 64Q: 3 clusters Score -7433566 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -7433585.500000 Penalty: 5262.887695
	Iteration 65Q: 3 clusters Score -7433586 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -7433614.500000 Penalty: 5262.887695
	Iteration 66Q: 3 clusters Score -7433614 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -7433613.000000 Penalty: 5262.887695
	Iteration 67Q: 3 clusters Score -7433613 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -7433628.000000 Penalty: 5262.887695
	Iteration 68Q: 3 clusters Score -7433628 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -7433658.500000 Penalty: 5262.887695
	Iteration 69Q: 3 clusters Score -7433658 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -7433672.000000 Penalty: 5262.887695
	Iteration 70Q: 3 clusters Score -7433672 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -7433704.500000 Penalty: 5262.887695
	Iteration 71Q: 3 clusters Score -7433704 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -7433729.500000 Penalty: 5262.887695
	Iteration 72Q: 3 clusters Score -7433730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -7433758.000000 Penalty: 5262.887695
	Iteration 73Q: 3 clusters Score -7433758 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -7433790.000000 Penalty: 5262.887695
	Iteration 74Q: 3 clusters Score -7433790 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -7433822.000000 Penalty: 5262.887695
	Iteration 75Q: 3 clusters Score -7433822 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7433828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -7433855.500000 Penalty: 5262.887695
	Iteration 77Q: 3 clusters Score -7433856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -7433875.500000 Penalty: 5262.887695
	Iteration 78Q: 3 clusters Score -7433876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -7433887.000000 Penalty: 5262.887695
	Iteration 79Q: 3 clusters Score -7433887 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -7433902.500000 Penalty: 5262.887695
	Iteration 80F: 3 clusters Score -7433902 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -7433910.500000 Penalty: 5262.887695
	Iteration 81Q: 3 clusters Score -7433910 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -7433933.000000 Penalty: 5262.887695
	Iteration 82Q: 3 clusters Score -7433933 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -7433931.000000 Penalty: 5262.887695
	Iteration 83Q: 3 clusters Score -7433931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -7433946.500000 Penalty: 5262.887695
	Iteration 84Q: 3 clusters Score -7433946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -7433956.500000 Penalty: 5262.887695
	Iteration 85Q: 3 clusters Score -7433956 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -7433962.500000 Penalty: 5262.887695
	Iteration 86Q: 3 clusters Score -7433962 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -7433967.000000 Penalty: 5262.887695
	Iteration 87Q: 3 clusters Score -7433967 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -7433968.500000 Penalty: 5262.887695
	Iteration 88Q: 3 clusters Score -7433968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -7433979.500000 Penalty: 5262.887695
	Iteration 89Q: 3 clusters Score -7433980 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -7433985.500000 Penalty: 5262.887695
	Iteration 90Q: 3 clusters Score -7433986 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -7434017.500000 Penalty: 5262.887695
	Iteration 91Q: 3 clusters Score -7434018 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -7434053.500000 Penalty: 5262.887695
	Iteration 92Q: 3 clusters Score -7434054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -7434067.500000 Penalty: 5262.887695
	Iteration 93Q: 3 clusters Score -7434068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -7434074.000000 Penalty: 5262.887695
	Iteration 94Q: 3 clusters Score -7434074 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7434079 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -7434097.500000 Penalty: 5262.887695
	Iteration 96Q: 3 clusters Score -7434098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -7434097.000000 Penalty: 5262.887695
	Iteration 97Q: 3 clusters Score -7434097 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -7434112.500000 Penalty: 5262.887695
	Iteration 98Q: 3 clusters Score -7434112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 35170 members 
Entering Unmasked Estep 
Score: -7434117.500000 Penalty: 5262.887695
	Iteration 99Q: 3 clusters Score -7434118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7434113.000000 Penalty: 5262.887695
	Iteration 100F: 3 clusters Score -7434113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -7434132.000000 Penalty: 5262.887695
	Iteration 101Q: 3 clusters Score -7434132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -7434135.500000 Penalty: 5262.887695
	Iteration 102Q: 3 clusters Score -7434136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -7434136.500000 Penalty: 5262.887695
	Iteration 103Q: 3 clusters Score -7434136 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -7434137.500000 Penalty: 5262.887695
	Iteration 104Q: 3 clusters Score -7434138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -7434149.000000 Penalty: 5262.887695
	Iteration 105Q: 3 clusters Score -7434149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -7434150.500000 Penalty: 5262.887695
	Iteration 106Q: 3 clusters Score -7434150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -7434139.500000 Penalty: 5262.887695
	Iteration 107Q: 3 clusters Score -7434140 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -7434126.500000 Penalty: 5262.887695
	Iteration 108Q: 3 clusters Score -7434126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -7434134.000000 Penalty: 5262.887695
	Iteration 109Q: 3 clusters Score -7434134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -7434130.000000 Penalty: 5262.887695
	Iteration 110Q: 3 clusters Score -7434130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -7434150.500000 Penalty: 5262.887695
	Iteration 111Q: 3 clusters Score -7434150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -7434151.000000 Penalty: 5262.887695
	Iteration 112Q: 3 clusters Score -7434151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -7434169.500000 Penalty: 5262.887695
	Iteration 113Q: 3 clusters Score -7434170 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -7434174.500000 Penalty: 5262.887695
	Iteration 114Q: 3 clusters Score -7434174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -7434174.000000 Penalty: 5262.887695
	Iteration 115Q: 3 clusters Score -7434174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -7434176.500000 Penalty: 5262.887695
	Iteration 116Q: 3 clusters Score -7434176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -7434180.500000 Penalty: 5262.887695
	Iteration 117Q: 3 clusters Score -7434180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -7434178.000000 Penalty: 5262.887695
	Iteration 118Q: 3 clusters Score -7434178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -7434186.000000 Penalty: 5262.887695
	Iteration 119Q: 3 clusters Score -7434186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -7434187.000000 Penalty: 5262.887695
	Iteration 120F: 3 clusters Score -7434187 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -7434196.000000 Penalty: 5262.887695
	Iteration 121Q: 3 clusters Score -7434196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -7434215.000000 Penalty: 5262.887695
	Iteration 122Q: 3 clusters Score -7434215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -7434218.000000 Penalty: 5262.887695
	Iteration 123Q: 3 clusters Score -7434218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -7434209.000000 Penalty: 5262.887695
	Iteration 124Q: 3 clusters Score -7434209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -7434214.000000 Penalty: 5262.887695
	Iteration 125Q: 3 clusters Score -7434214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -7434230.500000 Penalty: 5262.887695
	Iteration 126Q: 3 clusters Score -7434230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -7434232.000000 Penalty: 5262.887695
	Iteration 127Q: 3 clusters Score -7434232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -7434236.000000 Penalty: 5262.887695
	Iteration 128Q: 3 clusters Score -7434236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -7434225.500000 Penalty: 5262.887695
	Iteration 129Q: 3 clusters Score -7434226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -7434224.000000 Penalty: 5262.887695
	Iteration 130Q: 3 clusters Score -7434224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -7434234.500000 Penalty: 5262.887695
	Iteration 131Q: 3 clusters Score -7434234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -7434246.500000 Penalty: 5262.887695
	Iteration 132Q: 3 clusters Score -7434246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -7434253.500000 Penalty: 5262.887695
	Iteration 133Q: 3 clusters Score -7434254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -7434247.500000 Penalty: 5262.887695
	Iteration 134Q: 3 clusters Score -7434248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -7434245.000000 Penalty: 5262.887695
	Iteration 135Q: 3 clusters Score -7434245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -7434246.000000 Penalty: 5262.887695
	Iteration 136Q: 3 clusters Score -7434246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -7434245.000000 Penalty: 5262.887695
	Iteration 137Q: 3 clusters Score -7434245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -7434248.000000 Penalty: 5262.887695
	Iteration 138Q: 3 clusters Score -7434248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -7434255.500000 Penalty: 5262.887695
	Iteration 139Q: 3 clusters Score -7434256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -7434266.500000 Penalty: 5262.887695
	Iteration 140F: 3 clusters Score -7434266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -7434263.000000 Penalty: 5262.887695
	Iteration 141Q: 3 clusters Score -7434263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -7434257.500000 Penalty: 5262.887695
	Iteration 142Q: 3 clusters Score -7434258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -7434260.000000 Penalty: 5262.887695
	Iteration 143Q: 3 clusters Score -7434260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -7434258.000000 Penalty: 5262.887695
	Iteration 144Q: 3 clusters Score -7434258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -7434264.000000 Penalty: 5262.887695
	Iteration 145Q: 3 clusters Score -7434264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -7434264.000000 Penalty: 5262.887695
	Iteration 146Q: 3 clusters Score -7434264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -7434264.500000 Penalty: 5262.887695
	Iteration 147Q: 3 clusters Score -7434264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -7434261.500000 Penalty: 5262.887695
	Iteration 148Q: 3 clusters Score -7434262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -7434263.500000 Penalty: 5262.887695
	Iteration 149Q: 3 clusters Score -7434264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -7434259.000000 Penalty: 5262.887695
	Iteration 150Q: 3 clusters Score -7434259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -7434264.500000 Penalty: 5262.887695
	Iteration 151Q: 3 clusters Score -7434264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -7434260.000000 Penalty: 5262.887695
	Iteration 152Q: 3 clusters Score -7434260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -7434256.500000 Penalty: 5262.887695
	Iteration 153Q: 3 clusters Score -7434256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -7434261.500000 Penalty: 5262.887695
	Iteration 154Q: 3 clusters Score -7434262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -7434262.000000 Penalty: 5262.887695
	Iteration 155Q: 3 clusters Score -7434262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -7434264.000000 Penalty: 5262.887695
	Iteration 156Q: 3 clusters Score -7434264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -7434256.500000 Penalty: 5262.887695
	Iteration 157Q: 3 clusters Score -7434256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -7434257.500000 Penalty: 5262.887695
	Iteration 158Q: 3 clusters Score -7434258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -7434253.500000 Penalty: 5262.887695
	Iteration 159Q: 3 clusters Score -7434254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -7434259.000000 Penalty: 5262.887695
	Iteration 160F: 3 clusters Score -7434259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -7434258.500000 Penalty: 5262.887695
	Iteration 161Q: 3 clusters Score -7434258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -7434261.500000 Penalty: 5262.887695
	Iteration 162Q: 3 clusters Score -7434262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -7434260.000000 Penalty: 5262.887695
	Iteration 163Q: 3 clusters Score -7434260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -7434260.000000 Penalty: 5262.887695
	Iteration 164F: 3 clusters Score -7434260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 41227 members 
Mstep: Class 3 contains 42577 members 
Mstep: Class 4 contains 46987 members 
Mstep: Class 5 contains 46057 members 
Mstep: Class 6 contains 48921 members 
Mstep: Class 7 contains 46459 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46239 members 
Mstep: Class 11 contains 42644 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41430 members 
Mstep: Class 15 contains 41510 members 
Mstep: Class 16 contains 3425 members 
Mstep: Class 17 contains 44079 members 
Mstep: Class 18 contains 2459 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40051 members 
Mstep: Class 21 contains 28866 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44157 members 
Mstep: Class 24 contains 40565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941200.000000 Penalty: 80096.007812
Iteration 279Q: 25 clusters Score -1.269412e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 41220 members 
Mstep: Class 3 contains 42572 members 
Mstep: Class 4 contains 46996 members 
Mstep: Class 5 contains 46117 members 
Mstep: Class 6 contains 48974 members 
Mstep: Class 7 contains 46467 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46280 members 
Mstep: Class 11 contains 42598 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41391 members 
Mstep: Class 15 contains 41500 members 
Mstep: Class 16 contains 3437 members 
Mstep: Class 17 contains 44075 members 
Mstep: Class 18 contains 2458 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40032 members 
Mstep: Class 21 contains 28849 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44169 members 
Mstep: Class 24 contains 40563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941208.000000 Penalty: 80096.007812
Iteration 280F: 25 clusters Score -1.269412e+08 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 41205 members 
Mstep: Class 3 contains 42552 members 
Mstep: Class 4 contains 47006 members 
Mstep: Class 5 contains 46183 members 
Mstep: Class 6 contains 49010 members 
Mstep: Class 7 contains 46461 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46338 members 
Mstep: Class 11 contains 42544 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41340 members 
Mstep: Class 15 contains 41532 members 
Mstep: Class 16 contains 3447 members 
Mstep: Class 17 contains 44083 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 40005 members 
Mstep: Class 21 contains 28832 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44195 members 
Mstep: Class 24 contains 40558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940968.000000 Penalty: 80096.007812
Iteration 281Q: 25 clusters Score -1.26941e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 41188 members 
Mstep: Class 3 contains 42548 members 
Mstep: Class 4 contains 47005 members 
Mstep: Class 5 contains 46242 members 
Mstep: Class 6 contains 49030 members 
Mstep: Class 7 contains 46464 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46365 members 
Mstep: Class 11 contains 42487 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41297 members 
Mstep: Class 15 contains 41563 members 
Mstep: Class 16 contains 3461 members 
Mstep: Class 17 contains 44106 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39972 members 
Mstep: Class 21 contains 28820 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44211 members 
Mstep: Class 24 contains 40544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940672.000000 Penalty: 80096.007812
Iteration 282Q: 25 clusters Score -1.269407e+08 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 41171 members 
Mstep: Class 3 contains 42550 members 
Mstep: Class 4 contains 47017 members 
Mstep: Class 5 contains 46281 members 
Mstep: Class 6 contains 49028 members 
Mstep: Class 7 contains 46463 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46390 members 
Mstep: Class 11 contains 42461 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41272 members 
Mstep: Class 15 contains 41552 members 
Mstep: Class 16 contains 3468 members 
Mstep: Class 17 contains 44109 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39951 members 
Mstep: Class 21 contains 28811 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44228 members 
Mstep: Class 24 contains 40516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940784.000000 Penalty: 80096.007812
Iteration 283Q: 25 clusters Score -1.269408e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 41179 members 
Mstep: Class 3 contains 42562 members 
Mstep: Class 4 contains 47026 members 
Mstep: Class 5 contains 46370 members 
Mstep: Class 6 contains 49013 members 
Mstep: Class 7 contains 46446 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46441 members 
Mstep: Class 11 contains 42452 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41234 members 
Mstep: Class 15 contains 41531 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 44103 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39919 members 
Mstep: Class 21 contains 28800 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44206 members 
Mstep: Class 24 contains 40483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940752.000000 Penalty: 80096.007812
Iteration 284Q: 25 clusters Score -1.269408e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 41180 members 
Mstep: Class 3 contains 42545 members 
Mstep: Class 4 contains 47020 members 
Mstep: Class 5 contains 46449 members 
Mstep: Class 6 contains 49020 members 
Mstep: Class 7 contains 46426 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46486 members 
Mstep: Class 11 contains 42434 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41195 members 
Mstep: Class 15 contains 41524 members 
Mstep: Class 16 contains 3489 members 
Mstep: Class 17 contains 44142 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39887 members 
Mstep: Class 21 contains 28786 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44208 members 
Mstep: Class 24 contains 40466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941192.000000 Penalty: 80096.007812
Iteration 285Q: 25 clusters Score -1.269412e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 41164 members 
Mstep: Class 3 contains 42522 members 
Mstep: Class 4 contains 47024 members 
Mstep: Class 5 contains 46512 members 
Mstep: Class 6 contains 49017 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46495 members 
Mstep: Class 11 contains 42427 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41164 members 
Mstep: Class 15 contains 41506 members 
Mstep: Class 16 contains 3492 members 
Mstep: Class 17 contains 44187 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39849 members 
Mstep: Class 21 contains 28774 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44226 members 
Mstep: Class 24 contains 40460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941024.000000 Penalty: 80096.007812
Iteration 286Q: 25 clusters Score -1.26941e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 41166 members 
Mstep: Class 3 contains 42523 members 
Mstep: Class 4 contains 47028 members 
Mstep: Class 5 contains 46592 members 
Mstep: Class 6 contains 49017 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46507 members 
Mstep: Class 11 contains 42430 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41120 members 
Mstep: Class 15 contains 41484 members 
Mstep: Class 16 contains 3492 members 
Mstep: Class 17 contains 44196 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39814 members 
Mstep: Class 21 contains 28763 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44221 members 
Mstep: Class 24 contains 40463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941096.000000 Penalty: 80096.007812
Iteration 287Q: 25 clusters Score -1.269411e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 41138 members 
Mstep: Class 3 contains 42487 members 
Mstep: Class 4 contains 47047 members 
Mstep: Class 5 contains 46662 members 
Mstep: Class 6 contains 49008 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46549 members 
Mstep: Class 11 contains 42419 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41082 members 
Mstep: Class 15 contains 41470 members 
Mstep: Class 16 contains 3496 members 
Mstep: Class 17 contains 44211 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39795 members 
Mstep: Class 21 contains 28758 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44242 members 
Mstep: Class 24 contains 40434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940824.000000 Penalty: 80096.007812
Iteration 288Q: 25 clusters Score -1.269408e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 41101 members 
Mstep: Class 3 contains 42476 members 
Mstep: Class 4 contains 47054 members 
Mstep: Class 5 contains 46741 members 
Mstep: Class 6 contains 48995 members 
Mstep: Class 7 contains 46429 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46570 members 
Mstep: Class 11 contains 42404 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41052 members 
Mstep: Class 15 contains 41456 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 44258 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39767 members 
Mstep: Class 21 contains 28753 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44242 members 
Mstep: Class 24 contains 40423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940872.000000 Penalty: 80096.007812
Iteration 289Q: 25 clusters Score -1.269409e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 41068 members 
Mstep: Class 3 contains 42454 members 
Mstep: Class 4 contains 47052 members 
Mstep: Class 5 contains 46821 members 
Mstep: Class 6 contains 48968 members 
Mstep: Class 7 contains 46418 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46547 members 
Mstep: Class 11 contains 42423 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41036 members 
Mstep: Class 15 contains 41447 members 
Mstep: Class 16 contains 3501 members 
Mstep: Class 17 contains 44280 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39741 members 
Mstep: Class 21 contains 28753 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44267 members 
Mstep: Class 24 contains 40414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126940984.000000 Penalty: 80096.007812
Iteration 290Q: 25 clusters Score -1.26941e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 41068 members 
Mstep: Class 3 contains 42456 members 
Mstep: Class 4 contains 47043 members 
Mstep: Class 5 contains 46922 members 
Mstep: Class 6 contains 48966 members 
Mstep: Class 7 contains 46416 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46552 members 
Mstep: Class 11 contains 42418 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41015 members 
Mstep: Class 15 contains 41414 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 44288 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39710 members 
Mstep: Class 21 contains 28749 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44256 members 
Mstep: Class 24 contains 40402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941128.000000 Penalty: 80096.007812
Iteration 291Q: 25 clusters Score -1.269411e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 41052 members 
Mstep: Class 3 contains 42417 members 
Mstep: Class 4 contains 47035 members 
Mstep: Class 5 contains 46978 members 
Mstep: Class 6 contains 48959 members 
Mstep: Class 7 contains 46417 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46556 members 
Mstep: Class 11 contains 42423 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41015 members 
Mstep: Class 15 contains 41387 members 
Mstep: Class 16 contains 3496 members 
Mstep: Class 17 contains 44292 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39671 members 
Mstep: Class 21 contains 28750 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44277 members 
Mstep: Class 24 contains 40401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941328.000000 Penalty: 80096.007812
Iteration 292Q: 25 clusters Score -1.269413e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 41021 members 
Mstep: Class 3 contains 42392 members 
Mstep: Class 4 contains 47039 members 
Mstep: Class 5 contains 47045 members 
Mstep: Class 6 contains 48995 members 
Mstep: Class 7 contains 46418 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46553 members 
Mstep: Class 11 contains 42426 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41009 members 
Mstep: Class 15 contains 41374 members 
Mstep: Class 16 contains 3496 members 
Mstep: Class 17 contains 44289 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39641 members 
Mstep: Class 21 contains 28746 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44268 members 
Mstep: Class 24 contains 40402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941352.000000 Penalty: 80096.007812
Iteration 293Q: 25 clusters Score -1.269414e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 41011 members 
Mstep: Class 3 contains 42361 members 
Mstep: Class 4 contains 47052 members 
Mstep: Class 5 contains 47102 members 
Mstep: Class 6 contains 49021 members 
Mstep: Class 7 contains 46424 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46555 members 
Mstep: Class 11 contains 42417 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40990 members 
Mstep: Class 15 contains 41419 members 
Mstep: Class 16 contains 3499 members 
Mstep: Class 17 contains 44271 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39590 members 
Mstep: Class 21 contains 28739 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44255 members 
Mstep: Class 24 contains 40391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941656.000000 Penalty: 80096.007812
Iteration 294Q: 25 clusters Score -1.269417e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 40979 members 
Mstep: Class 3 contains 42344 members 
Mstep: Class 4 contains 47048 members 
Mstep: Class 5 contains 47151 members 
Mstep: Class 6 contains 49019 members 
Mstep: Class 7 contains 46421 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46571 members 
Mstep: Class 11 contains 42431 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40948 members 
Mstep: Class 15 contains 41447 members 
Mstep: Class 16 contains 3498 members 
Mstep: Class 17 contains 44262 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39541 members 
Mstep: Class 21 contains 28736 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44225 members 
Mstep: Class 24 contains 40406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941440.000000 Penalty: 80096.007812
Iteration 295Q: 25 clusters Score -1.269414e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 40944 members 
Mstep: Class 3 contains 42344 members 
Mstep: Class 4 contains 47064 members 
Mstep: Class 5 contains 47195 members 
Mstep: Class 6 contains 49052 members 
Mstep: Class 7 contains 46422 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46557 members 
Mstep: Class 11 contains 42427 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40939 members 
Mstep: Class 15 contains 41449 members 
Mstep: Class 16 contains 3495 members 
Mstep: Class 17 contains 44258 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39485 members 
Mstep: Class 21 contains 28724 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44207 members 
Mstep: Class 24 contains 40421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941584.000000 Penalty: 80096.007812
Iteration 296Q: 25 clusters Score -1.269416e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 40915 members 
Mstep: Class 3 contains 42359 members 
Mstep: Class 4 contains 47079 members 
Mstep: Class 5 contains 47229 members 
Mstep: Class 6 contains 49050 members 
Mstep: Class 7 contains 46451 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46536 members 
Mstep: Class 11 contains 42417 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40948 members 
Mstep: Class 15 contains 41477 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 44267 members 
Mstep: Class 18 contains 2457 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39436 members 
Mstep: Class 21 contains 28708 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44192 members 
Mstep: Class 24 contains 40422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942008.000000 Penalty: 80096.007812
Iteration 297Q: 25 clusters Score -1.26942e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 40889 members 
Mstep: Class 3 contains 42374 members 
Mstep: Class 4 contains 47081 members 
Mstep: Class 5 contains 47241 members 
Mstep: Class 6 contains 49027 members 
Mstep: Class 7 contains 46441 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46557 members 
Mstep: Class 11 contains 42428 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40941 members 
Mstep: Class 15 contains 41496 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 44292 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39376 members 
Mstep: Class 21 contains 28702 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44177 members 
Mstep: Class 24 contains 40431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941592.000000 Penalty: 80096.007812
Iteration 298Q: 25 clusters Score -1.269416e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 40867 members 
Mstep: Class 3 contains 42381 members 
Mstep: Class 4 contains 47090 members 
Mstep: Class 5 contains 47250 members 
Mstep: Class 6 contains 49010 members 
Mstep: Class 7 contains 46432 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46580 members 
Mstep: Class 11 contains 42440 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40939 members 
Mstep: Class 15 contains 41492 members 
Mstep: Class 16 contains 3487 members 
Mstep: Class 17 contains 44326 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39327 members 
Mstep: Class 21 contains 28702 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44171 members 
Mstep: Class 24 contains 40431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941792.000000 Penalty: 80096.007812
Iteration 299Q: 25 clusters Score -1.269418e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 40857 members 
Mstep: Class 3 contains 42406 members 
Mstep: Class 4 contains 47085 members 
Mstep: Class 5 contains 47252 members 
Mstep: Class 6 contains 48981 members 
Mstep: Class 7 contains 46456 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46594 members 
Mstep: Class 11 contains 42445 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40942 members 
Mstep: Class 15 contains 41486 members 
Mstep: Class 16 contains 3489 members 
Mstep: Class 17 contains 44336 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39275 members 
Mstep: Class 21 contains 28692 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44164 members 
Mstep: Class 24 contains 40439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941952.000000 Penalty: 80096.007812
Iteration 300F: 25 clusters Score -1.26942e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 40835 members 
Mstep: Class 3 contains 42385 members 
Mstep: Class 4 contains 47075 members 
Mstep: Class 5 contains 47278 members 
Mstep: Class 6 contains 48970 members 
Mstep: Class 7 contains 46459 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46615 members 
Mstep: Class 11 contains 42451 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40953 members 
Mstep: Class 15 contains 41504 members 
Mstep: Class 16 contains 3492 members 
Mstep: Class 17 contains 44353 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39221 members 
Mstep: Class 21 contains 28692 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44153 members 
Mstep: Class 24 contains 40437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942048.000000 Penalty: 80096.007812
Iteration 301Q: 25 clusters Score -1.26942e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 40796 members 
Mstep: Class 3 contains 42382 members 
Mstep: Class 4 contains 47076 members 
Mstep: Class 5 contains 47297 members 
Mstep: Class 6 contains 48994 members 
Mstep: Class 7 contains 46468 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46642 members 
Mstep: Class 11 contains 42449 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40942 members 
Mstep: Class 15 contains 41521 members 
Mstep: Class 16 contains 3492 members 
Mstep: Class 17 contains 44370 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39155 members 
Mstep: Class 21 contains 28692 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44123 members 
Mstep: Class 24 contains 40462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942040.000000 Penalty: 80096.007812
Iteration 302Q: 25 clusters Score -1.26942e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 40768 members 
Mstep: Class 3 contains 42381 members 
Mstep: Class 4 contains 47059 members 
Mstep: Class 5 contains 47330 members 
Mstep: Class 6 contains 49007 members 
Mstep: Class 7 contains 46469 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46646 members 
Mstep: Class 11 contains 42446 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40937 members 
Mstep: Class 15 contains 41520 members 
Mstep: Class 16 contains 3492 members 
Mstep: Class 17 contains 44404 members 
Mstep: Class 18 contains 2456 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39086 members 
Mstep: Class 21 contains 28694 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 44107 members 
Mstep: Class 24 contains 40465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941912.000000 Penalty: 80096.007812
Iteration 303Q: 25 clusters Score -1.269419e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 40711 members 
Mstep: Class 3 contains 42364 members 
Mstep: Class 4 contains 47057 members 
Mstep: Class 5 contains 47369 members 
Mstep: Class 6 contains 48982 members 
Mstep: Class 7 contains 46482 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46640 members 
Mstep: Class 11 contains 42454 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40934 members 
Mstep: Class 15 contains 41499 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 44433 members 
Mstep: Class 18 contains 2455 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39034 members 
Mstep: Class 21 contains 28698 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 44096 members 
Mstep: Class 24 contains 40476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941904.000000 Penalty: 80096.007812
Iteration 304Q: 25 clusters Score -1.269419e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 40659 members 
Mstep: Class 3 contains 42347 members 
Mstep: Class 4 contains 47040 members 
Mstep: Class 5 contains 47401 members 
Mstep: Class 6 contains 49005 members 
Mstep: Class 7 contains 46500 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46643 members 
Mstep: Class 11 contains 42456 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40905 members 
Mstep: Class 15 contains 41502 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 17 contains 44482 members 
Mstep: Class 18 contains 2455 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 39001 members 
Mstep: Class 21 contains 28697 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 44063 members 
Mstep: Class 24 contains 40487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941888.000000 Penalty: 80096.007812
Iteration 305Q: 25 clusters Score -1.269419e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 40607 members 
Mstep: Class 3 contains 42360 members 
Mstep: Class 4 contains 47031 members 
Mstep: Class 5 contains 47443 members 
Mstep: Class 6 contains 48983 members 
Mstep: Class 7 contains 46513 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46671 members 
Mstep: Class 11 contains 42454 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40882 members 
Mstep: Class 15 contains 41517 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 17 contains 44525 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38960 members 
Mstep: Class 21 contains 28705 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 44063 members 
Mstep: Class 24 contains 40477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942032.000000 Penalty: 80096.007812
Iteration 306Q: 25 clusters Score -1.26942e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 40555 members 
Mstep: Class 3 contains 42347 members 
Mstep: Class 4 contains 47054 members 
Mstep: Class 5 contains 47476 members 
Mstep: Class 6 contains 48951 members 
Mstep: Class 7 contains 46522 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46690 members 
Mstep: Class 11 contains 42451 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40865 members 
Mstep: Class 15 contains 41508 members 
Mstep: Class 16 contains 3481 members 
Mstep: Class 17 contains 44563 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38901 members 
Mstep: Class 21 contains 28707 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 44063 members 
Mstep: Class 24 contains 40488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941976.000000 Penalty: 80096.007812
Iteration 307Q: 25 clusters Score -1.26942e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 40513 members 
Mstep: Class 3 contains 42352 members 
Mstep: Class 4 contains 47066 members 
Mstep: Class 5 contains 47558 members 
Mstep: Class 6 contains 48918 members 
Mstep: Class 7 contains 46510 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46714 members 
Mstep: Class 11 contains 42444 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40856 members 
Mstep: Class 15 contains 41493 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 44606 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38835 members 
Mstep: Class 21 contains 28708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 44016 members 
Mstep: Class 24 contains 40508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942016.000000 Penalty: 80096.007812
Iteration 308Q: 25 clusters Score -1.26942e+08 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 40456 members 
Mstep: Class 3 contains 42337 members 
Mstep: Class 4 contains 47087 members 
Mstep: Class 5 contains 47639 members 
Mstep: Class 6 contains 48889 members 
Mstep: Class 7 contains 46504 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46725 members 
Mstep: Class 11 contains 42446 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40815 members 
Mstep: Class 15 contains 41512 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 44696 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38773 members 
Mstep: Class 21 contains 28705 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43978 members 
Mstep: Class 24 contains 40526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942176.000000 Penalty: 80096.007812
Iteration 309Q: 25 clusters Score -1.269422e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 40394 members 
Mstep: Class 3 contains 42317 members 
Mstep: Class 4 contains 47092 members 
Mstep: Class 5 contains 47727 members 
Mstep: Class 6 contains 48867 members 
Mstep: Class 7 contains 46504 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46739 members 
Mstep: Class 11 contains 42445 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40788 members 
Mstep: Class 15 contains 41519 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 44754 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38727 members 
Mstep: Class 21 contains 28709 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43961 members 
Mstep: Class 24 contains 40522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942096.000000 Penalty: 80096.007812
Iteration 310Q: 25 clusters Score -1.269421e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 40357 members 
Mstep: Class 3 contains 42304 members 
Mstep: Class 4 contains 47096 members 
Mstep: Class 5 contains 47843 members 
Mstep: Class 6 contains 48836 members 
Mstep: Class 7 contains 46521 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46736 members 
Mstep: Class 11 contains 42445 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40765 members 
Mstep: Class 15 contains 41531 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 44787 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38679 members 
Mstep: Class 21 contains 28713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43933 members 
Mstep: Class 24 contains 40526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942224.000000 Penalty: 80096.007812
Iteration 311Q: 25 clusters Score -1.269422e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 40290 members 
Mstep: Class 3 contains 42286 members 
Mstep: Class 4 contains 47091 members 
Mstep: Class 5 contains 47958 members 
Mstep: Class 6 contains 48801 members 
Mstep: Class 7 contains 46518 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46720 members 
Mstep: Class 11 contains 42446 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40761 members 
Mstep: Class 15 contains 41543 members 
Mstep: Class 16 contains 3476 members 
Mstep: Class 17 contains 44831 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38634 members 
Mstep: Class 21 contains 28712 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43905 members 
Mstep: Class 24 contains 40521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942120.000000 Penalty: 80096.007812
Iteration 312Q: 25 clusters Score -1.269421e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 40219 members 
Mstep: Class 3 contains 42249 members 
Mstep: Class 4 contains 47105 members 
Mstep: Class 5 contains 48060 members 
Mstep: Class 6 contains 48750 members 
Mstep: Class 7 contains 46511 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46714 members 
Mstep: Class 11 contains 42434 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40754 members 
Mstep: Class 15 contains 41539 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 44892 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38589 members 
Mstep: Class 21 contains 28712 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43904 members 
Mstep: Class 24 contains 40514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942048.000000 Penalty: 80096.007812
Iteration 313Q: 25 clusters Score -1.26942e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 40147 members 
Mstep: Class 3 contains 42203 members 
Mstep: Class 4 contains 47113 members 
Mstep: Class 5 contains 48167 members 
Mstep: Class 6 contains 48736 members 
Mstep: Class 7 contains 46503 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46695 members 
Mstep: Class 11 contains 42427 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40739 members 
Mstep: Class 15 contains 41529 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 44936 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38543 members 
Mstep: Class 21 contains 28709 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43903 members 
Mstep: Class 24 contains 40518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942104.000000 Penalty: 80096.007812
Iteration 314Q: 25 clusters Score -1.269421e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 40059 members 
Mstep: Class 3 contains 42173 members 
Mstep: Class 4 contains 47124 members 
Mstep: Class 5 contains 48232 members 
Mstep: Class 6 contains 48727 members 
Mstep: Class 7 contains 46504 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46698 members 
Mstep: Class 11 contains 42429 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40730 members 
Mstep: Class 15 contains 41546 members 
Mstep: Class 16 contains 3463 members 
Mstep: Class 17 contains 45009 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38491 members 
Mstep: Class 21 contains 28714 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43910 members 
Mstep: Class 24 contains 40500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942328.000000 Penalty: 80096.007812
Iteration 315Q: 25 clusters Score -1.269423e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 39955 members 
Mstep: Class 3 contains 42150 members 
Mstep: Class 4 contains 47139 members 
Mstep: Class 5 contains 48286 members 
Mstep: Class 6 contains 48711 members 
Mstep: Class 7 contains 46479 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46712 members 
Mstep: Class 11 contains 42434 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40722 members 
Mstep: Class 15 contains 41583 members 
Mstep: Class 16 contains 3459 members 
Mstep: Class 17 contains 45080 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38456 members 
Mstep: Class 21 contains 28707 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43909 members 
Mstep: Class 24 contains 40495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942344.000000 Penalty: 80096.007812
Iteration 316Q: 25 clusters Score -1.269423e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 39852 members 
Mstep: Class 3 contains 42118 members 
Mstep: Class 4 contains 47153 members 
Mstep: Class 5 contains 48315 members 
Mstep: Class 6 contains 48685 members 
Mstep: Class 7 contains 46473 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46745 members 
Mstep: Class 11 contains 42445 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40716 members 
Mstep: Class 15 contains 41607 members 
Mstep: Class 16 contains 3460 members 
Mstep: Class 17 contains 45130 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38408 members 
Mstep: Class 21 contains 28708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43900 members 
Mstep: Class 24 contains 40499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942728.000000 Penalty: 80096.007812
Iteration 317Q: 25 clusters Score -1.269427e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 39764 members 
Mstep: Class 3 contains 42111 members 
Mstep: Class 4 contains 47177 members 
Mstep: Class 5 contains 48354 members 
Mstep: Class 6 contains 48666 members 
Mstep: Class 7 contains 46469 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46749 members 
Mstep: Class 11 contains 42444 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40727 members 
Mstep: Class 15 contains 41652 members 
Mstep: Class 16 contains 3457 members 
Mstep: Class 17 contains 45153 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38356 members 
Mstep: Class 21 contains 28710 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43866 members 
Mstep: Class 24 contains 40511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943104.000000 Penalty: 80096.007812
Iteration 318Q: 25 clusters Score -1.269431e+08 nChanged 1450
Entering ConstructFrom: 
Score: -126943104.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (47779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47779 members 
Entering Unmasked Estep 
Score: -8927463.000000 Penalty: 2672.036621
	Iteration 0F: 2 clusters Score -8927463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -8898251.000000 Penalty: 5344.073242
	Iteration 0F: 3 clusters Score -8898251 nChanged 22094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -8910467.000000 Penalty: 5344.073242
	Iteration 1F: 3 clusters Score -8910467 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -8911102.000000 Penalty: 5344.073242
	Iteration 2Q: 3 clusters Score -8911102 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -8911745.000000 Penalty: 5344.073242
	Iteration 3Q: 3 clusters Score -8911745 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -8912504.000000 Penalty: 5344.073242
	Iteration 4Q: 3 clusters Score -8912504 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -8913427.000000 Penalty: 5344.073242
	Iteration 5Q: 3 clusters Score -8913427 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -8914706.000000 Penalty: 5344.073242
	Iteration 6Q: 3 clusters Score -8914706 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -8916415.000000 Penalty: 5344.073242
	Iteration 7F: 3 clusters Score -8916415 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -8918397.000000 Penalty: 5344.073242
	Iteration 8F: 3 clusters Score -8918397 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -8920317.000000 Penalty: 5344.073242
	Iteration 9F: 3 clusters Score -8920317 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -8921632.000000 Penalty: 5344.073242
	Iteration 10F: 3 clusters Score -8921632 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -8922386.000000 Penalty: 5344.073242
	Iteration 11Q: 3 clusters Score -8922386 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -8922723.000000 Penalty: 5344.073242
	Iteration 12Q: 3 clusters Score -8922723 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -8922891.000000 Penalty: 5344.073242
	Iteration 13Q: 3 clusters Score -8922891 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -8922987.000000 Penalty: 5344.073242
	Iteration 14Q: 3 clusters Score -8922987 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -8923072.000000 Penalty: 5344.073242
	Iteration 15Q: 3 clusters Score -8923072 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -8923124.000000 Penalty: 5344.073242
	Iteration 16Q: 3 clusters Score -8923124 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -8923220.000000 Penalty: 5344.073242
	Iteration 17Q: 3 clusters Score -8923220 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -8923314.000000 Penalty: 5344.073242
	Iteration 18Q: 3 clusters Score -8923314 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -8923374.000000 Penalty: 5344.073242
	Iteration 19Q: 3 clusters Score -8923374 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -8923432.000000 Penalty: 5344.073242
	Iteration 20F: 3 clusters Score -8923432 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -8923505.000000 Penalty: 5344.073242
	Iteration 21Q: 3 clusters Score -8923505 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -8923578.000000 Penalty: 5344.073242
	Iteration 22Q: 3 clusters Score -8923578 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -8923648.000000 Penalty: 5344.073242
	Iteration 23Q: 3 clusters Score -8923648 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -8923693.000000 Penalty: 5344.073242
	Iteration 24Q: 3 clusters Score -8923693 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -8923752.000000 Penalty: 5344.073242
	Iteration 25Q: 3 clusters Score -8923752 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -8923800.000000 Penalty: 5344.073242
	Iteration 26Q: 3 clusters Score -8923800 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -8923833.000000 Penalty: 5344.073242
	Iteration 27Q: 3 clusters Score -8923833 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -8923847.000000 Penalty: 5344.073242
	Iteration 28Q: 3 clusters Score -8923847 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -8923864.000000 Penalty: 5344.073242
	Iteration 29Q: 3 clusters Score -8923864 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -8923861.000000 Penalty: 5344.073242
	Iteration 30Q: 3 clusters Score -8923861 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -8923872.000000 Penalty: 5344.073242
	Iteration 31Q: 3 clusters Score -8923872 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -8923894.000000 Penalty: 5344.073242
	Iteration 32Q: 3 clusters Score -8923894 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -8923919.000000 Penalty: 5344.073242
	Iteration 33Q: 3 clusters Score -8923919 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -8923929.000000 Penalty: 5344.073242
	Iteration 34Q: 3 clusters Score -8923929 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -8923928.000000 Penalty: 5344.073242
	Iteration 35Q: 3 clusters Score -8923928 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -8923940.000000 Penalty: 5344.073242
	Iteration 36Q: 3 clusters Score -8923940 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -8923951.000000 Penalty: 5344.073242
	Iteration 37Q: 3 clusters Score -8923951 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -8923961.000000 Penalty: 5344.073242
	Iteration 38Q: 3 clusters Score -8923961 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -8923984.000000 Penalty: 5344.073242
	Iteration 39Q: 3 clusters Score -8923984 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -8923986.000000 Penalty: 5344.073242
	Iteration 40F: 3 clusters Score -8923986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -8923995.000000 Penalty: 5344.073242
	Iteration 41Q: 3 clusters Score -8923995 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -8923996.000000 Penalty: 5344.073242
	Iteration 42Q: 3 clusters Score -8923996 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -8923998.000000 Penalty: 5344.073242
	Iteration 43Q: 3 clusters Score -8923998 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -8924014.000000 Penalty: 5344.073242
	Iteration 44Q: 3 clusters Score -8924014 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -8923995.000000 Penalty: 5344.073242
	Iteration 45Q: 3 clusters Score -8923995 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -8924018.000000 Penalty: 5344.073242
	Iteration 46Q: 3 clusters Score -8924018 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -8924048.000000 Penalty: 5344.073242
	Iteration 47Q: 3 clusters Score -8924048 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -8924053.000000 Penalty: 5344.073242
	Iteration 48Q: 3 clusters Score -8924053 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -8924038.000000 Penalty: 5344.073242
	Iteration 49Q: 3 clusters Score -8924038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -8924044.000000 Penalty: 5344.073242
	Iteration 50Q: 3 clusters Score -8924044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -8924006.000000 Penalty: 5344.073242
	Iteration 51Q: 3 clusters Score -8924006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -8924010.000000 Penalty: 5344.073242
	Iteration 52Q: 3 clusters Score -8924010 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -8923998.000000 Penalty: 5344.073242
	Iteration 53Q: 3 clusters Score -8923998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -8923996.000000 Penalty: 5344.073242
	Iteration 54Q: 3 clusters Score -8923996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -8923994.000000 Penalty: 5344.073242
	Iteration 55Q: 3 clusters Score -8923994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -8923969.000000 Penalty: 5344.073242
	Iteration 56Q: 3 clusters Score -8923969 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -8923967.000000 Penalty: 5344.073242
	Iteration 57Q: 3 clusters Score -8923967 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -8923981.000000 Penalty: 5344.073242
	Iteration 58Q: 3 clusters Score -8923981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -8923974.000000 Penalty: 5344.073242
	Iteration 59Q: 3 clusters Score -8923974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -8923985.000000 Penalty: 5344.073242
	Iteration 60F: 3 clusters Score -8923985 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -8923965.000000 Penalty: 5344.073242
	Iteration 61Q: 3 clusters Score -8923965 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -8923985.000000 Penalty: 5344.073242
	Iteration 62Q: 3 clusters Score -8923985 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -8923985.000000 Penalty: 5344.073242
	Iteration 63Q: 3 clusters Score -8923985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -8923972.000000 Penalty: 5344.073242
	Iteration 64Q: 3 clusters Score -8923972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -8923982.000000 Penalty: 5344.073242
	Iteration 65Q: 3 clusters Score -8923982 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -8923982.000000 Penalty: 5344.073242
	Iteration 66Q: 3 clusters Score -8923982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -8923981.000000 Penalty: 5344.073242
	Iteration 67Q: 3 clusters Score -8923981 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -8923990.000000 Penalty: 5344.073242
	Iteration 68Q: 3 clusters Score -8923990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -8923982.000000 Penalty: 5344.073242
	Iteration 69Q: 3 clusters Score -8923982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -8923988.000000 Penalty: 5344.073242
	Iteration 70Q: 3 clusters Score -8923988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -8923997.000000 Penalty: 5344.073242
	Iteration 71Q: 3 clusters Score -8923997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -8923999.000000 Penalty: 5344.073242
	Iteration 72Q: 3 clusters Score -8923999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -8923995.000000 Penalty: 5344.073242
	Iteration 73Q: 3 clusters Score -8923995 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -8923978.000000 Penalty: 5344.073242
	Iteration 74Q: 3 clusters Score -8923978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -8923995.000000 Penalty: 5344.073242
	Iteration 75Q: 3 clusters Score -8923995 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -8924006.000000 Penalty: 5344.073242
	Iteration 76Q: 3 clusters Score -8924006 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -8923996.000000 Penalty: 5344.073242
	Iteration 77Q: 3 clusters Score -8923996 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -8924003.000000 Penalty: 5344.073242
	Iteration 78Q: 3 clusters Score -8924003 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -8924008.000000 Penalty: 5344.073242
	Iteration 79Q: 3 clusters Score -8924008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -8924016.000000 Penalty: 5344.073242
	Iteration 80F: 3 clusters Score -8924016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -8924010.000000 Penalty: 5344.073242
	Iteration 81Q: 3 clusters Score -8924010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -8924001.000000 Penalty: 5344.073242
	Iteration 82Q: 3 clusters Score -8924001 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -8924010.000000 Penalty: 5344.073242
	Iteration 83Q: 3 clusters Score -8924010 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -8924004.000000 Penalty: 5344.073242
	Iteration 84Q: 3 clusters Score -8924004 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -8924007.000000 Penalty: 5344.073242
	Iteration 85Q: 3 clusters Score -8924007 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -8924004.000000 Penalty: 5344.073242
	Iteration 86Q: 3 clusters Score -8924004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -8924014.000000 Penalty: 5344.073242
	Iteration 87Q: 3 clusters Score -8924014 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -8923988.000000 Penalty: 5344.073242
	Iteration 88Q: 3 clusters Score -8923988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -8923997.000000 Penalty: 5344.073242
	Iteration 89Q: 3 clusters Score -8923997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -8923991.000000 Penalty: 5344.073242
	Iteration 90Q: 3 clusters Score -8923991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -8923989.000000 Penalty: 5344.073242
	Iteration 91Q: 3 clusters Score -8923989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -8924015.000000 Penalty: 5344.073242
	Iteration 92Q: 3 clusters Score -8924015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -8924004.000000 Penalty: 5344.073242
	Iteration 93Q: 3 clusters Score -8924004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -8924008.000000 Penalty: 5344.073242
	Iteration 94Q: 3 clusters Score -8924008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -8924003.000000 Penalty: 5344.073242
	Iteration 95Q: 3 clusters Score -8924003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -8923985.000000 Penalty: 5344.073242
	Iteration 96Q: 3 clusters Score -8923985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -8923983.000000 Penalty: 5344.073242
	Iteration 97Q: 3 clusters Score -8923983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -8923979.000000 Penalty: 5344.073242
	Iteration 98Q: 3 clusters Score -8923979 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -8923983.000000 Penalty: 5344.073242
	Iteration 99Q: 3 clusters Score -8923983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -8923988.000000 Penalty: 5344.073242
	Iteration 100F: 3 clusters Score -8923988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -8923988.000000 Penalty: 5344.073242
	Iteration 101Q: 3 clusters Score -8923988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -8923996.000000 Penalty: 5344.073242
	Iteration 102Q: 3 clusters Score -8923996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -8924005.000000 Penalty: 5344.073242
	Iteration 103Q: 3 clusters Score -8924005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -8924000.000000 Penalty: 5344.073242
	Iteration 104Q: 3 clusters Score -8924000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -8923994.000000 Penalty: 5344.073242
	Iteration 105Q: 3 clusters Score -8923994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -8924005.000000 Penalty: 5344.073242
	Iteration 106Q: 3 clusters Score -8924005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -8923998.000000 Penalty: 5344.073242
	Iteration 107Q: 3 clusters Score -8923998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -8924001.000000 Penalty: 5344.073242
	Iteration 108Q: 3 clusters Score -8924001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -8924000.000000 Penalty: 5344.073242
	Iteration 109Q: 3 clusters Score -8924000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -8923995.000000 Penalty: 5344.073242
	Iteration 110Q: 3 clusters Score -8923995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -8923999.000000 Penalty: 5344.073242
	Iteration 111Q: 3 clusters Score -8923999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -8924001.000000 Penalty: 5344.073242
	Iteration 112Q: 3 clusters Score -8924001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -8923997.000000 Penalty: 5344.073242
	Iteration 113Q: 3 clusters Score -8923997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -8924002.000000 Penalty: 5344.073242
	Iteration 114Q: 3 clusters Score -8924002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -8923999.000000 Penalty: 5344.073242
	Iteration 115Q: 3 clusters Score -8923999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -8924003.000000 Penalty: 5344.073242
	Iteration 116Q: 3 clusters Score -8924003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -8923998.000000 Penalty: 5344.073242
	Iteration 117Q: 3 clusters Score -8923998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -8924015.000000 Penalty: 5344.073242
	Iteration 118Q: 3 clusters Score -8924015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -8924007.000000 Penalty: 5344.073242
	Iteration 119Q: 3 clusters Score -8924007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -8924015.000000 Penalty: 5344.073242
	Iteration 120F: 3 clusters Score -8924015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -8924005.000000 Penalty: 5344.073242
	Iteration 121Q: 3 clusters Score -8924005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -8924003.000000 Penalty: 5344.073242
	Iteration 122Q: 3 clusters Score -8924003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -8923999.000000 Penalty: 5344.073242
	Iteration 123Q: 3 clusters Score -8923999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -8923995.000000 Penalty: 5344.073242
	Iteration 124Q: 3 clusters Score -8923995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -8923997.000000 Penalty: 5344.073242
	Iteration 125Q: 3 clusters Score -8923997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -8923997.000000 Penalty: 5344.073242
	Iteration 126Q: 3 clusters Score -8923997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -8923998.000000 Penalty: 5344.073242
	Iteration 127Q: 3 clusters Score -8923998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -8923997.000000 Penalty: 5344.073242
	Iteration 128Q: 3 clusters Score -8923997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -8923994.000000 Penalty: 5344.073242
	Iteration 129Q: 3 clusters Score -8923994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -8923994.000000 Penalty: 5344.073242
	Iteration 130Q: 3 clusters Score -8923994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -8923994.000000 Penalty: 5344.073242
	Iteration 131Q: 3 clusters Score -8923994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -8923993.000000 Penalty: 5344.073242
	Iteration 132Q: 3 clusters Score -8923993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -8923992.000000 Penalty: 5344.073242
	Iteration 133Q: 3 clusters Score -8923992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -8923985.000000 Penalty: 5344.073242
	Iteration 134Q: 3 clusters Score -8923985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -8923987.000000 Penalty: 5344.073242
	Iteration 135Q: 3 clusters Score -8923987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -8923988.000000 Penalty: 5344.073242
	Iteration 136Q: 3 clusters Score -8923988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8923985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -8923985.000000 Penalty: 5344.073242
	Iteration 138F: 3 clusters Score -8923985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39647 members 
Entering Unmasked Estep 
Score: -7276658.000000 Penalty: 2625.767090
	Iteration 0F: 2 clusters Score -7276658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -7249684.000000 Penalty: 5251.534180
	Iteration 0F: 3 clusters Score -7249684 nChanged 18234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -7259721.500000 Penalty: 5251.534180
	Iteration 1F: 3 clusters Score -7259722 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -7260340.000000 Penalty: 5251.534180
	Iteration 2Q: 3 clusters Score -7260340 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -7261066.500000 Penalty: 5251.534180
	Iteration 3Q: 3 clusters Score -7261066 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -7262056.500000 Penalty: 5251.534180
	Iteration 4F: 3 clusters Score -7262056 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -7263333.500000 Penalty: 5251.534180
	Iteration 5F: 3 clusters Score -7263334 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -7265092.000000 Penalty: 5251.534180
	Iteration 6F: 3 clusters Score -7265092 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -7267226.500000 Penalty: 5251.534180
	Iteration 7F: 3 clusters Score -7267226 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -7269501.500000 Penalty: 5251.534180
	Iteration 8F: 3 clusters Score -7269502 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -7271404.500000 Penalty: 5251.534180
	Iteration 9F: 3 clusters Score -7271404 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -7272606.500000 Penalty: 5251.534180
	Iteration 10Q: 3 clusters Score -7272606 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -7273275.500000 Penalty: 5251.534180
	Iteration 11Q: 3 clusters Score -7273276 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -7273666.500000 Penalty: 5251.534180
	Iteration 12Q: 3 clusters Score -7273666 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -7273920.500000 Penalty: 5251.534180
	Iteration 13Q: 3 clusters Score -7273920 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -7274077.000000 Penalty: 5251.534180
	Iteration 14Q: 3 clusters Score -7274077 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -7274220.500000 Penalty: 5251.534180
	Iteration 15Q: 3 clusters Score -7274220 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -7274338.500000 Penalty: 5251.534180
	Iteration 16Q: 3 clusters Score -7274338 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -7274415.500000 Penalty: 5251.534180
	Iteration 17Q: 3 clusters Score -7274416 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -7274483.500000 Penalty: 5251.534180
	Iteration 18Q: 3 clusters Score -7274484 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -7274529.000000 Penalty: 5251.534180
	Iteration 19Q: 3 clusters Score -7274529 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -7274559.000000 Penalty: 5251.534180
	Iteration 20F: 3 clusters Score -7274559 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -7274575.000000 Penalty: 5251.534180
	Iteration 21Q: 3 clusters Score -7274575 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -7274605.000000 Penalty: 5251.534180
	Iteration 22Q: 3 clusters Score -7274605 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -7274616.500000 Penalty: 5251.534180
	Iteration 23Q: 3 clusters Score -7274616 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -7274640.000000 Penalty: 5251.534180
	Iteration 24Q: 3 clusters Score -7274640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -7274663.000000 Penalty: 5251.534180
	Iteration 25Q: 3 clusters Score -7274663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -7274670.500000 Penalty: 5251.534180
	Iteration 26Q: 3 clusters Score -7274670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -7274682.000000 Penalty: 5251.534180
	Iteration 27Q: 3 clusters Score -7274682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -7274687.000000 Penalty: 5251.534180
	Iteration 28Q: 3 clusters Score -7274687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -7274689.000000 Penalty: 5251.534180
	Iteration 29Q: 3 clusters Score -7274689 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -7274718.000000 Penalty: 5251.534180
	Iteration 30Q: 3 clusters Score -7274718 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -7274721.500000 Penalty: 5251.534180
	Iteration 31Q: 3 clusters Score -7274722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -7274737.500000 Penalty: 5251.534180
	Iteration 32Q: 3 clusters Score -7274738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -7274736.000000 Penalty: 5251.534180
	Iteration 33Q: 3 clusters Score -7274736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -7274738.000000 Penalty: 5251.534180
	Iteration 34Q: 3 clusters Score -7274738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -7274741.500000 Penalty: 5251.534180
	Iteration 35Q: 3 clusters Score -7274742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -7274731.500000 Penalty: 5251.534180
	Iteration 36Q: 3 clusters Score -7274732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -7274733.500000 Penalty: 5251.534180
	Iteration 37Q: 3 clusters Score -7274734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -7274728.500000 Penalty: 5251.534180
	Iteration 38Q: 3 clusters Score -7274728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -7274731.500000 Penalty: 5251.534180
	Iteration 39Q: 3 clusters Score -7274732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -7274731.500000 Penalty: 5251.534180
	Iteration 40F: 3 clusters Score -7274732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -7274737.000000 Penalty: 5251.534180
	Iteration 41Q: 3 clusters Score -7274737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -7274739.000000 Penalty: 5251.534180
	Iteration 42Q: 3 clusters Score -7274739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -7274751.500000 Penalty: 5251.534180
	Iteration 43Q: 3 clusters Score -7274752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -7274751.500000 Penalty: 5251.534180
	Iteration 44Q: 3 clusters Score -7274752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -7274756.000000 Penalty: 5251.534180
	Iteration 45Q: 3 clusters Score -7274756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -7274763.000000 Penalty: 5251.534180
	Iteration 46Q: 3 clusters Score -7274763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -7274764.000000 Penalty: 5251.534180
	Iteration 47Q: 3 clusters Score -7274764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -7274768.500000 Penalty: 5251.534180
	Iteration 48Q: 3 clusters Score -7274768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -7274772.000000 Penalty: 5251.534180
	Iteration 49Q: 3 clusters Score -7274772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -7274768.500000 Penalty: 5251.534180
	Iteration 50Q: 3 clusters Score -7274768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -7274773.500000 Penalty: 5251.534180
	Iteration 51Q: 3 clusters Score -7274774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -7274780.000000 Penalty: 5251.534180
	Iteration 52Q: 3 clusters Score -7274780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -7274778.000000 Penalty: 5251.534180
	Iteration 53Q: 3 clusters Score -7274778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -7274777.500000 Penalty: 5251.534180
	Iteration 54Q: 3 clusters Score -7274778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -7274774.500000 Penalty: 5251.534180
	Iteration 55Q: 3 clusters Score -7274774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -7274772.000000 Penalty: 5251.534180
	Iteration 56Q: 3 clusters Score -7274772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -7274774.500000 Penalty: 5251.534180
	Iteration 57Q: 3 clusters Score -7274774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -7274775.500000 Penalty: 5251.534180
	Iteration 58Q: 3 clusters Score -7274776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -7274770.500000 Penalty: 5251.534180
	Iteration 59Q: 3 clusters Score -7274770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -7274773.500000 Penalty: 5251.534180
	Iteration 60F: 3 clusters Score -7274774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -7274771.000000 Penalty: 5251.534180
	Iteration 61Q: 3 clusters Score -7274771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -7274766.000000 Penalty: 5251.534180
	Iteration 62Q: 3 clusters Score -7274766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -7274767.500000 Penalty: 5251.534180
	Iteration 63Q: 3 clusters Score -7274768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -7274771.000000 Penalty: 5251.534180
	Iteration 64Q: 3 clusters Score -7274771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -7274774.000000 Penalty: 5251.534180
	Iteration 65Q: 3 clusters Score -7274774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -7274766.500000 Penalty: 5251.534180
	Iteration 66Q: 3 clusters Score -7274766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -7274769.000000 Penalty: 5251.534180
	Iteration 67Q: 3 clusters Score -7274769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -7274770.000000 Penalty: 5251.534180
	Iteration 68Q: 3 clusters Score -7274770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -7274773.000000 Penalty: 5251.534180
	Iteration 69Q: 3 clusters Score -7274773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -7274773.000000 Penalty: 5251.534180
	Iteration 70F: 3 clusters Score -7274773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Entering Unmasked Estep 
Score: -7750276.000000 Penalty: 2640.767090
	Iteration 0F: 2 clusters Score -7750276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -7722042.500000 Penalty: 5281.534180
	Iteration 0F: 3 clusters Score -7722042 nChanged 19408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -7732824.000000 Penalty: 5281.534180
	Iteration 1F: 3 clusters Score -7732824 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -7733734.000000 Penalty: 5281.534180
	Iteration 2Q: 3 clusters Score -7733734 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -7734867.500000 Penalty: 5281.534180
	Iteration 3Q: 3 clusters Score -7734868 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -7735913.500000 Penalty: 5281.534180
	Iteration 4Q: 3 clusters Score -7735914 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -7737043.000000 Penalty: 5281.534180
	Iteration 5Q: 3 clusters Score -7737043 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -7738104.500000 Penalty: 5281.534180
	Iteration 6Q: 3 clusters Score -7738104 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -7739196.000000 Penalty: 5281.534180
	Iteration 7Q: 3 clusters Score -7739196 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -7740235.000000 Penalty: 5281.534180
	Iteration 8Q: 3 clusters Score -7740235 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -7741130.000000 Penalty: 5281.534180
	Iteration 9Q: 3 clusters Score -7741130 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -7741976.500000 Penalty: 5281.534180
	Iteration 10Q: 3 clusters Score -7741976 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -7742563.000000 Penalty: 5281.534180
	Iteration 11Q: 3 clusters Score -7742563 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -7742988.000000 Penalty: 5281.534180
	Iteration 12Q: 3 clusters Score -7742988 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -7743253.000000 Penalty: 5281.534180
	Iteration 13Q: 3 clusters Score -7743253 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -7743377.000000 Penalty: 5281.534180
	Iteration 14Q: 3 clusters Score -7743377 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -7743456.000000 Penalty: 5281.534180
	Iteration 15Q: 3 clusters Score -7743456 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -7743512.000000 Penalty: 5281.534180
	Iteration 16Q: 3 clusters Score -7743512 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -7743572.500000 Penalty: 5281.534180
	Iteration 17Q: 3 clusters Score -7743572 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -7743591.500000 Penalty: 5281.534180
	Iteration 18Q: 3 clusters Score -7743592 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -7743605.000000 Penalty: 5281.534180
	Iteration 19Q: 3 clusters Score -7743605 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -7743674.500000 Penalty: 5281.534180
	Iteration 20F: 3 clusters Score -7743674 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -7743712.500000 Penalty: 5281.534180
	Iteration 21Q: 3 clusters Score -7743712 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -7743749.500000 Penalty: 5281.534180
	Iteration 22Q: 3 clusters Score -7743750 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -7743796.500000 Penalty: 5281.534180
	Iteration 23Q: 3 clusters Score -7743796 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -7743840.000000 Penalty: 5281.534180
	Iteration 24Q: 3 clusters Score -7743840 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -7743897.500000 Penalty: 5281.534180
	Iteration 25Q: 3 clusters Score -7743898 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -7743947.500000 Penalty: 5281.534180
	Iteration 26Q: 3 clusters Score -7743948 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -7744017.000000 Penalty: 5281.534180
	Iteration 27Q: 3 clusters Score -7744017 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -7744077.500000 Penalty: 5281.534180
	Iteration 28Q: 3 clusters Score -7744078 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -7744148.500000 Penalty: 5281.534180
	Iteration 29Q: 3 clusters Score -7744148 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -7744219.000000 Penalty: 5281.534180
	Iteration 30Q: 3 clusters Score -7744219 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -7744319.500000 Penalty: 5281.534180
	Iteration 31Q: 3 clusters Score -7744320 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -7744412.500000 Penalty: 5281.534180
	Iteration 32Q: 3 clusters Score -7744412 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -7744583.500000 Penalty: 5281.534180
	Iteration 33Q: 3 clusters Score -7744584 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -7744795.000000 Penalty: 5281.534180
	Iteration 34Q: 3 clusters Score -7744795 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -7745047.500000 Penalty: 5281.534180
	Iteration 35Q: 3 clusters Score -7745048 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -7745316.000000 Penalty: 5281.534180
	Iteration 36Q: 3 clusters Score -7745316 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -7745637.000000 Penalty: 5281.534180
	Iteration 37Q: 3 clusters Score -7745637 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -7745833.500000 Penalty: 5281.534180
	Iteration 38Q: 3 clusters Score -7745834 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -7746065.000000 Penalty: 5281.534180
	Iteration 39Q: 3 clusters Score -7746065 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -7746325.500000 Penalty: 5281.534180
	Iteration 40F: 3 clusters Score -7746326 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -7746500.500000 Penalty: 5281.534180
	Iteration 41Q: 3 clusters Score -7746500 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -7746702.500000 Penalty: 5281.534180
	Iteration 42Q: 3 clusters Score -7746702 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -7746873.500000 Penalty: 5281.534180
	Iteration 43Q: 3 clusters Score -7746874 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -7747022.500000 Penalty: 5281.534180
	Iteration 44Q: 3 clusters Score -7747022 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -7747181.000000 Penalty: 5281.534180
	Iteration 45Q: 3 clusters Score -7747181 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -7747285.000000 Penalty: 5281.534180
	Iteration 46Q: 3 clusters Score -7747285 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -7747458.000000 Penalty: 5281.534180
	Iteration 47Q: 3 clusters Score -7747458 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -7747617.000000 Penalty: 5281.534180
	Iteration 48Q: 3 clusters Score -7747617 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -7747774.500000 Penalty: 5281.534180
	Iteration 49Q: 3 clusters Score -7747774 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -7747877.500000 Penalty: 5281.534180
	Iteration 50Q: 3 clusters Score -7747878 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -7747987.000000 Penalty: 5281.534180
	Iteration 51Q: 3 clusters Score -7747987 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -7748082.000000 Penalty: 5281.534180
	Iteration 52Q: 3 clusters Score -7748082 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -7748137.500000 Penalty: 5281.534180
	Iteration 53Q: 3 clusters Score -7748138 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -7748240.500000 Penalty: 5281.534180
	Iteration 54Q: 3 clusters Score -7748240 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -7748306.500000 Penalty: 5281.534180
	Iteration 55Q: 3 clusters Score -7748306 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -7748381.000000 Penalty: 5281.534180
	Iteration 56Q: 3 clusters Score -7748381 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -7748416.500000 Penalty: 5281.534180
	Iteration 57Q: 3 clusters Score -7748416 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -7748484.000000 Penalty: 5281.534180
	Iteration 58Q: 3 clusters Score -7748484 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -7748550.500000 Penalty: 5281.534180
	Iteration 59Q: 3 clusters Score -7748550 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -7748622.500000 Penalty: 5281.534180
	Iteration 60F: 3 clusters Score -7748622 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -7748648.000000 Penalty: 5281.534180
	Iteration 61Q: 3 clusters Score -7748648 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -7748692.500000 Penalty: 5281.534180
	Iteration 62Q: 3 clusters Score -7748692 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -7748775.500000 Penalty: 5281.534180
	Iteration 63Q: 3 clusters Score -7748776 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -7748866.500000 Penalty: 5281.534180
	Iteration 64Q: 3 clusters Score -7748866 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -7748894.500000 Penalty: 5281.534180
	Iteration 65Q: 3 clusters Score -7748894 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -7748940.500000 Penalty: 5281.534180
	Iteration 66Q: 3 clusters Score -7748940 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -7748991.500000 Penalty: 5281.534180
	Iteration 67Q: 3 clusters Score -7748992 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -7749032.500000 Penalty: 5281.534180
	Iteration 68Q: 3 clusters Score -7749032 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -7749079.500000 Penalty: 5281.534180
	Iteration 69Q: 3 clusters Score -7749080 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -7749119.000000 Penalty: 5281.534180
	Iteration 70Q: 3 clusters Score -7749119 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -7749128.500000 Penalty: 5281.534180
	Iteration 71Q: 3 clusters Score -7749128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -7749153.000000 Penalty: 5281.534180
	Iteration 72Q: 3 clusters Score -7749153 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7749170.000000 Penalty: 5281.534180
	Iteration 73Q: 3 clusters Score -7749170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7749169.000000 Penalty: 5281.534180
	Iteration 74Q: 3 clusters Score -7749169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7749190.500000 Penalty: 5281.534180
	Iteration 75Q: 3 clusters Score -7749190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7749185.000000 Penalty: 5281.534180
	Iteration 76Q: 3 clusters Score -7749185 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -7749209.500000 Penalty: 5281.534180
	Iteration 77Q: 3 clusters Score -7749210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -7749224.500000 Penalty: 5281.534180
	Iteration 78Q: 3 clusters Score -7749224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -7749241.500000 Penalty: 5281.534180
	Iteration 79Q: 3 clusters Score -7749242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7749238.000000 Penalty: 5281.534180
	Iteration 80F: 3 clusters Score -7749238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -7749232.000000 Penalty: 5281.534180
	Iteration 81Q: 3 clusters Score -7749232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -7749230.500000 Penalty: 5281.534180
	Iteration 82Q: 3 clusters Score -7749230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -7749246.000000 Penalty: 5281.534180
	Iteration 83Q: 3 clusters Score -7749246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7749242.500000 Penalty: 5281.534180
	Iteration 84Q: 3 clusters Score -7749242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7749247.500000 Penalty: 5281.534180
	Iteration 85Q: 3 clusters Score -7749248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7749235.500000 Penalty: 5281.534180
	Iteration 86Q: 3 clusters Score -7749236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -7749239.500000 Penalty: 5281.534180
	Iteration 87Q: 3 clusters Score -7749240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -7749244.500000 Penalty: 5281.534180
	Iteration 88Q: 3 clusters Score -7749244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -7749238.500000 Penalty: 5281.534180
	Iteration 89Q: 3 clusters Score -7749238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7749230.000000 Penalty: 5281.534180
	Iteration 90Q: 3 clusters Score -7749230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -7749240.000000 Penalty: 5281.534180
	Iteration 91Q: 3 clusters Score -7749240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7749240.000000 Penalty: 5281.534180
	Iteration 92Q: 3 clusters Score -7749240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -7749236.000000 Penalty: 5281.534180
	Iteration 93Q: 3 clusters Score -7749236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -7749235.500000 Penalty: 5281.534180
	Iteration 94Q: 3 clusters Score -7749236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7749244.000000 Penalty: 5281.534180
	Iteration 95Q: 3 clusters Score -7749244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -7749243.000000 Penalty: 5281.534180
	Iteration 96Q: 3 clusters Score -7749243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7749244.500000 Penalty: 5281.534180
	Iteration 97Q: 3 clusters Score -7749244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7749246.500000 Penalty: 5281.534180
	Iteration 98Q: 3 clusters Score -7749246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -7749247.500000 Penalty: 5281.534180
	Iteration 99Q: 3 clusters Score -7749248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -7749242.000000 Penalty: 5281.534180
	Iteration 100F: 3 clusters Score -7749242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7749238.000000 Penalty: 5281.534180
	Iteration 101Q: 3 clusters Score -7749238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -7749241.500000 Penalty: 5281.534180
	Iteration 102Q: 3 clusters Score -7749242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7749239.000000 Penalty: 5281.534180
	Iteration 103Q: 3 clusters Score -7749239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7749249.000000 Penalty: 5281.534180
	Iteration 104Q: 3 clusters Score -7749249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -7749240.000000 Penalty: 5281.534180
	Iteration 105Q: 3 clusters Score -7749240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7749242.500000 Penalty: 5281.534180
	Iteration 106Q: 3 clusters Score -7749242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -7749242.000000 Penalty: 5281.534180
	Iteration 107Q: 3 clusters Score -7749242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -7749245.000000 Penalty: 5281.534180
	Iteration 108Q: 3 clusters Score -7749245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -7749247.000000 Penalty: 5281.534180
	Iteration 109Q: 3 clusters Score -7749247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -7749243.500000 Penalty: 5281.534180
	Iteration 110Q: 3 clusters Score -7749244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7749241.500000 Penalty: 5281.534180
	Iteration 111Q: 3 clusters Score -7749242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -7749239.000000 Penalty: 5281.534180
	Iteration 112Q: 3 clusters Score -7749239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7749236.500000 Penalty: 5281.534180
	Iteration 113Q: 3 clusters Score -7749236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7749239.500000 Penalty: 5281.534180
	Iteration 114Q: 3 clusters Score -7749240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7749242.500000 Penalty: 5281.534180
	Iteration 115Q: 3 clusters Score -7749242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7749238.000000 Penalty: 5281.534180
	Iteration 116Q: 3 clusters Score -7749238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7749241.000000 Penalty: 5281.534180
	Iteration 117Q: 3 clusters Score -7749241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7749244.000000 Penalty: 5281.534180
	Iteration 118Q: 3 clusters Score -7749244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7749244.000000 Penalty: 5281.534180
	Iteration 119Q: 3 clusters Score -7749244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -7749250.500000 Penalty: 5281.534180
	Iteration 120F: 3 clusters Score -7749250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7749254.000000 Penalty: 5281.534180
	Iteration 121Q: 3 clusters Score -7749254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7749250.500000 Penalty: 5281.534180
	Iteration 122Q: 3 clusters Score -7749250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7749245.500000 Penalty: 5281.534180
	Iteration 123Q: 3 clusters Score -7749246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7749248.500000 Penalty: 5281.534180
	Iteration 124Q: 3 clusters Score -7749248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7749248.500000 Penalty: 5281.534180
	Iteration 125F: 3 clusters Score -7749248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47190 members 
Entering Unmasked Estep 
Score: -8625497.000000 Penalty: 2668.960449
	Iteration 0F: 2 clusters Score -8625497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -8594754.000000 Penalty: 5337.920898
	Iteration 0F: 3 clusters Score -8594754 nChanged 21682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8606698 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -8607253.000000 Penalty: 5337.920898
	Iteration 2Q: 3 clusters Score -8607253 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -8607851.000000 Penalty: 5337.920898
	Iteration 3Q: 3 clusters Score -8607851 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -8608846.000000 Penalty: 5337.920898
	Iteration 4Q: 3 clusters Score -8608846 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -8610376.000000 Penalty: 5337.920898
	Iteration 5F: 3 clusters Score -8610376 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -8612995.000000 Penalty: 5337.920898
	Iteration 6F: 3 clusters Score -8612995 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -8616667.000000 Penalty: 5337.920898
	Iteration 7F: 3 clusters Score -8616667 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -8620139.000000 Penalty: 5337.920898
	Iteration 8F: 3 clusters Score -8620139 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8621907.000000 Penalty: 5337.920898
	Iteration 9Q: 3 clusters Score -8621907 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8622622.000000 Penalty: 5337.920898
	Iteration 10Q: 3 clusters Score -8622622 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8622906.000000 Penalty: 5337.920898
	Iteration 11Q: 3 clusters Score -8622906 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8623052.000000 Penalty: 5337.920898
	Iteration 12Q: 3 clusters Score -8623052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8623101.000000 Penalty: 5337.920898
	Iteration 13Q: 3 clusters Score -8623101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8623131.000000 Penalty: 5337.920898
	Iteration 14Q: 3 clusters Score -8623131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8623148.000000 Penalty: 5337.920898
	Iteration 15Q: 3 clusters Score -8623148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8623157.000000 Penalty: 5337.920898
	Iteration 16Q: 3 clusters Score -8623157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8623166.000000 Penalty: 5337.920898
	Iteration 17Q: 3 clusters Score -8623166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8623170.000000 Penalty: 5337.920898
	Iteration 18Q: 3 clusters Score -8623170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8623173.000000 Penalty: 5337.920898
	Iteration 19Q: 3 clusters Score -8623173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8623173.000000 Penalty: 5337.920898
	Iteration 20F: 3 clusters Score -8623173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8623175.000000 Penalty: 5337.920898
	Iteration 21Q: 3 clusters Score -8623175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8623172.000000 Penalty: 5337.920898
	Iteration 22Q: 3 clusters Score -8623172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8623183.000000 Penalty: 5337.920898
	Iteration 23Q: 3 clusters Score -8623183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8623204.000000 Penalty: 5337.920898
	Iteration 24Q: 3 clusters Score -8623204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8623204.000000 Penalty: 5337.920898
	Iteration 25Q: 3 clusters Score -8623204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8623212.000000 Penalty: 5337.920898
	Iteration 26Q: 3 clusters Score -8623212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8623209.000000 Penalty: 5337.920898
	Iteration 27Q: 3 clusters Score -8623209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8623212.000000 Penalty: 5337.920898
	Iteration 28Q: 3 clusters Score -8623212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8623207.000000 Penalty: 5337.920898
	Iteration 29Q: 3 clusters Score -8623207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8623208.000000 Penalty: 5337.920898
	Iteration 30Q: 3 clusters Score -8623208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8623208.000000 Penalty: 5337.920898
	Iteration 31F: 3 clusters Score -8623208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Entering Unmasked Estep 
Score: -9005837.000000 Penalty: 2675.290283
	Iteration 0F: 2 clusters Score -9005837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -8975149.000000 Penalty: 5350.580566
	Iteration 0F: 3 clusters Score -8975149 nChanged 22370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -8987488.000000 Penalty: 5350.580566
	Iteration 1F: 3 clusters Score -8987488 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -8987915.000000 Penalty: 5350.580566
	Iteration 2Q: 3 clusters Score -8987915 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -8988294.000000 Penalty: 5350.580566
	Iteration 3Q: 3 clusters Score -8988294 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -8988715.000000 Penalty: 5350.580566
	Iteration 4Q: 3 clusters Score -8988715 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -8989209.000000 Penalty: 5350.580566
	Iteration 5Q: 3 clusters Score -8989209 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -8989854.000000 Penalty: 5350.580566
	Iteration 6Q: 3 clusters Score -8989854 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -8990832.000000 Penalty: 5350.580566
	Iteration 7Q: 3 clusters Score -8990832 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -8992285.000000 Penalty: 5350.580566
	Iteration 8F: 3 clusters Score -8992285 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -8994415.000000 Penalty: 5350.580566
	Iteration 9F: 3 clusters Score -8994415 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -8996929.000000 Penalty: 5350.580566
	Iteration 10F: 3 clusters Score -8996929 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -8999474.000000 Penalty: 5350.580566
	Iteration 11F: 3 clusters Score -8999474 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -9001168.000000 Penalty: 5350.580566
	Iteration 12Q: 3 clusters Score -9001168 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -9002159.000000 Penalty: 5350.580566
	Iteration 13Q: 3 clusters Score -9002159 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9002762.000000 Penalty: 5350.580566
	Iteration 14Q: 3 clusters Score -9002762 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9003083.000000 Penalty: 5350.580566
	Iteration 15Q: 3 clusters Score -9003083 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9003279.000000 Penalty: 5350.580566
	Iteration 16Q: 3 clusters Score -9003279 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9003424.000000 Penalty: 5350.580566
	Iteration 17Q: 3 clusters Score -9003424 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9003513.000000 Penalty: 5350.580566
	Iteration 18Q: 3 clusters Score -9003513 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9003577.000000 Penalty: 5350.580566
	Iteration 19Q: 3 clusters Score -9003577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9003612.000000 Penalty: 5350.580566
	Iteration 20F: 3 clusters Score -9003612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9003635.000000 Penalty: 5350.580566
	Iteration 21Q: 3 clusters Score -9003635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9003642.000000 Penalty: 5350.580566
	Iteration 22Q: 3 clusters Score -9003642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9003658.000000 Penalty: 5350.580566
	Iteration 23Q: 3 clusters Score -9003658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9003670.000000 Penalty: 5350.580566
	Iteration 24Q: 3 clusters Score -9003670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48062 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9003668.000000 Penalty: 5350.580566
	Iteration 25Q: 3 clusters Score -9003668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9003672.000000 Penalty: 5350.580566
	Iteration 26Q: 3 clusters Score -9003672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9003679.000000 Penalty: 5350.580566
	Iteration 27Q: 3 clusters Score -9003679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9003684.000000 Penalty: 5350.580566
	Iteration 28Q: 3 clusters Score -9003684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9003681.000000 Penalty: 5350.580566
	Iteration 29Q: 3 clusters Score -9003681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9003689.000000 Penalty: 5350.580566
	Iteration 30Q: 3 clusters Score -9003689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9003685.000000 Penalty: 5350.580566
	Iteration 31Q: 3 clusters Score -9003685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9003685.000000 Penalty: 5350.580566
	Iteration 32Q: 3 clusters Score -9003685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9003682.000000 Penalty: 5350.580566
	Iteration 33Q: 3 clusters Score -9003682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9003693.000000 Penalty: 5350.580566
	Iteration 34Q: 3 clusters Score -9003693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9003693.000000 Penalty: 5350.580566
	Iteration 35Q: 3 clusters Score -9003693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9003695.000000 Penalty: 5350.580566
	Iteration 36Q: 3 clusters Score -9003695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9003689.000000 Penalty: 5350.580566
	Iteration 37Q: 3 clusters Score -9003689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9003696.000000 Penalty: 5350.580566
	Iteration 38Q: 3 clusters Score -9003696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9003694.000000 Penalty: 5350.580566
	Iteration 39Q: 3 clusters Score -9003694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9003700.000000 Penalty: 5350.580566
	Iteration 40F: 3 clusters Score -9003700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9003698.000000 Penalty: 5350.580566
	Iteration 41Q: 3 clusters Score -9003698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9003698.000000 Penalty: 5350.580566
	Iteration 42F: 3 clusters Score -9003698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Entering Unmasked Estep 
Score: -9056067.000000 Penalty: 2676.470947
	Iteration 0F: 2 clusters Score -9056067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -9025718.000000 Penalty: 5352.941895
	Iteration 0F: 3 clusters Score -9025718 nChanged 22457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -9038094.000000 Penalty: 5352.941895
	Iteration 1F: 3 clusters Score -9038094 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -9038818.000000 Penalty: 5352.941895
	Iteration 2Q: 3 clusters Score -9038818 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -9039470.000000 Penalty: 5352.941895
	Iteration 3Q: 3 clusters Score -9039470 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -9040235.000000 Penalty: 5352.941895
	Iteration 4Q: 3 clusters Score -9040235 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -9041060.000000 Penalty: 5352.941895
	Iteration 5Q: 3 clusters Score -9041060 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -9042047.000000 Penalty: 5352.941895
	Iteration 6Q: 3 clusters Score -9042047 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -9043314.000000 Penalty: 5352.941895
	Iteration 7Q: 3 clusters Score -9043314 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -9044986.000000 Penalty: 5352.941895
	Iteration 8F: 3 clusters Score -9044986 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -9047132.000000 Penalty: 5352.941895
	Iteration 9F: 3 clusters Score -9047132 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -9049122.000000 Penalty: 5352.941895
	Iteration 10F: 3 clusters Score -9049122 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -9050265.000000 Penalty: 5352.941895
	Iteration 11Q: 3 clusters Score -9050265 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -9050914.000000 Penalty: 5352.941895
	Iteration 12Q: 3 clusters Score -9050914 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -9051347.000000 Penalty: 5352.941895
	Iteration 13Q: 3 clusters Score -9051347 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -9051589.000000 Penalty: 5352.941895
	Iteration 14Q: 3 clusters Score -9051589 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -9051859.000000 Penalty: 5352.941895
	Iteration 15Q: 3 clusters Score -9051859 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -9052113.000000 Penalty: 5352.941895
	Iteration 16Q: 3 clusters Score -9052113 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -9052288.000000 Penalty: 5352.941895
	Iteration 17Q: 3 clusters Score -9052288 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -9052410.000000 Penalty: 5352.941895
	Iteration 18Q: 3 clusters Score -9052410 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -9052569.000000 Penalty: 5352.941895
	Iteration 19Q: 3 clusters Score -9052569 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -9052688.000000 Penalty: 5352.941895
	Iteration 20F: 3 clusters Score -9052688 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9052855 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -9052935.000000 Penalty: 5352.941895
	Iteration 22Q: 3 clusters Score -9052935 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -9053024.000000 Penalty: 5352.941895
	Iteration 23Q: 3 clusters Score -9053024 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -9053073.000000 Penalty: 5352.941895
	Iteration 24Q: 3 clusters Score -9053073 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -9053166.000000 Penalty: 5352.941895
	Iteration 25Q: 3 clusters Score -9053166 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -9053200.000000 Penalty: 5352.941895
	Iteration 26Q: 3 clusters Score -9053200 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -9053248.000000 Penalty: 5352.941895
	Iteration 27Q: 3 clusters Score -9053248 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -9053307.000000 Penalty: 5352.941895
	Iteration 28Q: 3 clusters Score -9053307 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -9053316.000000 Penalty: 5352.941895
	Iteration 29Q: 3 clusters Score -9053316 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -9053313.000000 Penalty: 5352.941895
	Iteration 30Q: 3 clusters Score -9053313 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -9053320.000000 Penalty: 5352.941895
	Iteration 31Q: 3 clusters Score -9053320 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -9053330.000000 Penalty: 5352.941895
	Iteration 32Q: 3 clusters Score -9053330 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -9053345.000000 Penalty: 5352.941895
	Iteration 33Q: 3 clusters Score -9053345 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -9053345.000000 Penalty: 5352.941895
	Iteration 34Q: 3 clusters Score -9053345 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -9053337.000000 Penalty: 5352.941895
	Iteration 35Q: 3 clusters Score -9053337 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -9053363.000000 Penalty: 5352.941895
	Iteration 36Q: 3 clusters Score -9053363 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -9053391.000000 Penalty: 5352.941895
	Iteration 37Q: 3 clusters Score -9053391 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -9053383.000000 Penalty: 5352.941895
	Iteration 38Q: 3 clusters Score -9053383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -9053376.000000 Penalty: 5352.941895
	Iteration 39Q: 3 clusters Score -9053376 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -9053371.000000 Penalty: 5352.941895
	Iteration 40F: 3 clusters Score -9053371 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -9053387.000000 Penalty: 5352.941895
	Iteration 41Q: 3 clusters Score -9053387 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -9053391.000000 Penalty: 5352.941895
	Iteration 42Q: 3 clusters Score -9053391 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 31062 members 
Entering Unmasked Estep 
Score: -9053394.000000 Penalty: 5352.941895
	Iteration 43Q: 3 clusters Score -9053394 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -9053407.000000 Penalty: 5352.941895
	Iteration 44Q: 3 clusters Score -9053407 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -9053410.000000 Penalty: 5352.941895
	Iteration 45Q: 3 clusters Score -9053410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -9053386.000000 Penalty: 5352.941895
	Iteration 46Q: 3 clusters Score -9053386 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -9053393.000000 Penalty: 5352.941895
	Iteration 47Q: 3 clusters Score -9053393 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -9053392.000000 Penalty: 5352.941895
	Iteration 48Q: 3 clusters Score -9053392 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -9053355.000000 Penalty: 5352.941895
	Iteration 49Q: 3 clusters Score -9053355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -9053383.000000 Penalty: 5352.941895
	Iteration 50Q: 3 clusters Score -9053383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -9053403.000000 Penalty: 5352.941895
	Iteration 51Q: 3 clusters Score -9053403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -9053389.000000 Penalty: 5352.941895
	Iteration 52Q: 3 clusters Score -9053389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -9053403.000000 Penalty: 5352.941895
	Iteration 53Q: 3 clusters Score -9053403 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -9053391.000000 Penalty: 5352.941895
	Iteration 54Q: 3 clusters Score -9053391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -9053395.000000 Penalty: 5352.941895
	Iteration 55Q: 3 clusters Score -9053395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -9053377.000000 Penalty: 5352.941895
	Iteration 56Q: 3 clusters Score -9053377 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -9053378.000000 Penalty: 5352.941895
	Iteration 57Q: 3 clusters Score -9053378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -9053378.000000 Penalty: 5352.941895
	Iteration 58Q: 3 clusters Score -9053378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -9053384.000000 Penalty: 5352.941895
	Iteration 59Q: 3 clusters Score -9053384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -9053369.000000 Penalty: 5352.941895
	Iteration 60F: 3 clusters Score -9053369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -9053368.000000 Penalty: 5352.941895
	Iteration 61Q: 3 clusters Score -9053368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -9053378.000000 Penalty: 5352.941895
	Iteration 62Q: 3 clusters Score -9053378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -9053390.000000 Penalty: 5352.941895
	Iteration 63Q: 3 clusters Score -9053390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -9053392.000000 Penalty: 5352.941895
	Iteration 64Q: 3 clusters Score -9053392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -9053398.000000 Penalty: 5352.941895
	Iteration 65Q: 3 clusters Score -9053398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -9053391.000000 Penalty: 5352.941895
	Iteration 66Q: 3 clusters Score -9053391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -9053391.000000 Penalty: 5352.941895
	Iteration 67Q: 3 clusters Score -9053391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -9053381.000000 Penalty: 5352.941895
	Iteration 68Q: 3 clusters Score -9053381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -9053391.000000 Penalty: 5352.941895
	Iteration 69Q: 3 clusters Score -9053391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -9053389.000000 Penalty: 5352.941895
	Iteration 70Q: 3 clusters Score -9053389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -9053389.000000 Penalty: 5352.941895
	Iteration 71Q: 3 clusters Score -9053389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -9053389.000000 Penalty: 5352.941895
	Iteration 72Q: 3 clusters Score -9053389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -9053395.000000 Penalty: 5352.941895
	Iteration 73Q: 3 clusters Score -9053395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -9053383.000000 Penalty: 5352.941895
	Iteration 74Q: 3 clusters Score -9053383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -9053387.000000 Penalty: 5352.941895
	Iteration 75Q: 3 clusters Score -9053387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -9053371.000000 Penalty: 5352.941895
	Iteration 76Q: 3 clusters Score -9053371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -9053364.000000 Penalty: 5352.941895
	Iteration 77Q: 3 clusters Score -9053364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -9053375.000000 Penalty: 5352.941895
	Iteration 78Q: 3 clusters Score -9053375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -9053360.000000 Penalty: 5352.941895
	Iteration 79Q: 3 clusters Score -9053360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -9053361.000000 Penalty: 5352.941895
	Iteration 80F: 3 clusters Score -9053361 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -9053363.000000 Penalty: 5352.941895
	Iteration 81Q: 3 clusters Score -9053363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -9053377.000000 Penalty: 5352.941895
	Iteration 82Q: 3 clusters Score -9053377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 31982 members 
Entering Unmasked Estep 
Score: -9053371.000000 Penalty: 5352.941895
	Iteration 83Q: 3 clusters Score -9053371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -9053370.000000 Penalty: 5352.941895
	Iteration 84Q: 3 clusters Score -9053370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 32018 members 
Entering Unmasked Estep 
Score: -9053371.000000 Penalty: 5352.941895
	Iteration 85Q: 3 clusters Score -9053371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -9053362.000000 Penalty: 5352.941895
	Iteration 86Q: 3 clusters Score -9053362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -9053363.000000 Penalty: 5352.941895
	Iteration 87Q: 3 clusters Score -9053363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -9053364.000000 Penalty: 5352.941895
	Iteration 88Q: 3 clusters Score -9053364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -9053361.000000 Penalty: 5352.941895
	Iteration 89Q: 3 clusters Score -9053361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -9053358.000000 Penalty: 5352.941895
	Iteration 90Q: 3 clusters Score -9053358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -9053367.000000 Penalty: 5352.941895
	Iteration 91Q: 3 clusters Score -9053367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -9053371.000000 Penalty: 5352.941895
	Iteration 92Q: 3 clusters Score -9053371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -9053364.000000 Penalty: 5352.941895
	Iteration 93Q: 3 clusters Score -9053364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -9053369.000000 Penalty: 5352.941895
	Iteration 94Q: 3 clusters Score -9053369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -9053367.000000 Penalty: 5352.941895
	Iteration 95Q: 3 clusters Score -9053367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -9053365.000000 Penalty: 5352.941895
	Iteration 96Q: 3 clusters Score -9053365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -9053367.000000 Penalty: 5352.941895
	Iteration 97Q: 3 clusters Score -9053367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -9053367.000000 Penalty: 5352.941895
	Iteration 98F: 3 clusters Score -9053367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Entering Unmasked Estep 
Score: -8619850.000000 Penalty: 2665.072754
	Iteration 0F: 2 clusters Score -8619850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -8590108.000000 Penalty: 5330.145508
	Iteration 0F: 3 clusters Score -8590108 nChanged 21383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8601704.000000 Penalty: 5330.145508
	Iteration 1F: 3 clusters Score -8601704 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -8602213.000000 Penalty: 5330.145508
	Iteration 2Q: 3 clusters Score -8602213 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -8602787.000000 Penalty: 5330.145508
	Iteration 3Q: 3 clusters Score -8602787 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -8603446.000000 Penalty: 5330.145508
	Iteration 4Q: 3 clusters Score -8603446 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -8604305.000000 Penalty: 5330.145508
	Iteration 5Q: 3 clusters Score -8604305 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -8605390.000000 Penalty: 5330.145508
	Iteration 6F: 3 clusters Score -8605390 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -8606870.000000 Penalty: 5330.145508
	Iteration 7F: 3 clusters Score -8606870 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -8608731.000000 Penalty: 5330.145508
	Iteration 8F: 3 clusters Score -8608731 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -8610921.000000 Penalty: 5330.145508
	Iteration 9F: 3 clusters Score -8610921 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -8612926.000000 Penalty: 5330.145508
	Iteration 10F: 3 clusters Score -8612926 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -8613953.000000 Penalty: 5330.145508
	Iteration 11Q: 3 clusters Score -8613953 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -8614334.000000 Penalty: 5330.145508
	Iteration 12Q: 3 clusters Score -8614334 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -8614553.000000 Penalty: 5330.145508
	Iteration 13Q: 3 clusters Score -8614553 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -8614719.000000 Penalty: 5330.145508
	Iteration 14Q: 3 clusters Score -8614719 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -8614772.000000 Penalty: 5330.145508
	Iteration 15Q: 3 clusters Score -8614772 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -8614964.000000 Penalty: 5330.145508
	Iteration 16Q: 3 clusters Score -8614964 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -8615060.000000 Penalty: 5330.145508
	Iteration 17Q: 3 clusters Score -8615060 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -8615204.000000 Penalty: 5330.145508
	Iteration 18Q: 3 clusters Score -8615204 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -8615344.000000 Penalty: 5330.145508
	Iteration 19Q: 3 clusters Score -8615344 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -8615469.000000 Penalty: 5330.145508
	Iteration 20F: 3 clusters Score -8615469 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -8615565.000000 Penalty: 5330.145508
	Iteration 21Q: 3 clusters Score -8615565 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -8615634.000000 Penalty: 5330.145508
	Iteration 22Q: 3 clusters Score -8615634 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -8615719.000000 Penalty: 5330.145508
	Iteration 23Q: 3 clusters Score -8615719 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -8615822.000000 Penalty: 5330.145508
	Iteration 24Q: 3 clusters Score -8615822 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -8615885.000000 Penalty: 5330.145508
	Iteration 25Q: 3 clusters Score -8615885 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -8615965.000000 Penalty: 5330.145508
	Iteration 26Q: 3 clusters Score -8615965 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -8616012.000000 Penalty: 5330.145508
	Iteration 27Q: 3 clusters Score -8616012 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -8616106.000000 Penalty: 5330.145508
	Iteration 28Q: 3 clusters Score -8616106 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -8616166.000000 Penalty: 5330.145508
	Iteration 29Q: 3 clusters Score -8616166 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -8616270.000000 Penalty: 5330.145508
	Iteration 30Q: 3 clusters Score -8616270 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -8616354.000000 Penalty: 5330.145508
	Iteration 31Q: 3 clusters Score -8616354 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -8616401.000000 Penalty: 5330.145508
	Iteration 32Q: 3 clusters Score -8616401 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -8616450.000000 Penalty: 5330.145508
	Iteration 33Q: 3 clusters Score -8616450 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -8616543.000000 Penalty: 5330.145508
	Iteration 34Q: 3 clusters Score -8616543 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -8616640.000000 Penalty: 5330.145508
	Iteration 35Q: 3 clusters Score -8616640 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -8616719.000000 Penalty: 5330.145508
	Iteration 36Q: 3 clusters Score -8616719 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -8616819.000000 Penalty: 5330.145508
	Iteration 37Q: 3 clusters Score -8616819 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -8616872.000000 Penalty: 5330.145508
	Iteration 38Q: 3 clusters Score -8616872 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -8616940.000000 Penalty: 5330.145508
	Iteration 39Q: 3 clusters Score -8616940 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -8616996.000000 Penalty: 5330.145508
	Iteration 40F: 3 clusters Score -8616996 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -8617089.000000 Penalty: 5330.145508
	Iteration 41Q: 3 clusters Score -8617089 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -8617205.000000 Penalty: 5330.145508
	Iteration 42Q: 3 clusters Score -8617205 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -8617300.000000 Penalty: 5330.145508
	Iteration 43Q: 3 clusters Score -8617300 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -8617380.000000 Penalty: 5330.145508
	Iteration 44Q: 3 clusters Score -8617380 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -8617480.000000 Penalty: 5330.145508
	Iteration 45Q: 3 clusters Score -8617480 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8617558.000000 Penalty: 5330.145508
	Iteration 46Q: 3 clusters Score -8617558 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8617595.000000 Penalty: 5330.145508
	Iteration 47Q: 3 clusters Score -8617595 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8617664.000000 Penalty: 5330.145508
	Iteration 48Q: 3 clusters Score -8617664 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8617658.000000 Penalty: 5330.145508
	Iteration 49Q: 3 clusters Score -8617658 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8617684.000000 Penalty: 5330.145508
	Iteration 50Q: 3 clusters Score -8617684 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8617702.000000 Penalty: 5330.145508
	Iteration 51Q: 3 clusters Score -8617702 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8617716.000000 Penalty: 5330.145508
	Iteration 52Q: 3 clusters Score -8617716 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8617722.000000 Penalty: 5330.145508
	Iteration 53Q: 3 clusters Score -8617722 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8617734.000000 Penalty: 5330.145508
	Iteration 54Q: 3 clusters Score -8617734 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8617742.000000 Penalty: 5330.145508
	Iteration 55Q: 3 clusters Score -8617742 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8617754.000000 Penalty: 5330.145508
	Iteration 56Q: 3 clusters Score -8617754 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8617752.000000 Penalty: 5330.145508
	Iteration 57Q: 3 clusters Score -8617752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46049 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8617751.000000 Penalty: 5330.145508
	Iteration 58Q: 3 clusters Score -8617751 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8617738.000000 Penalty: 5330.145508
	Iteration 59Q: 3 clusters Score -8617738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8617741.000000 Penalty: 5330.145508
	Iteration 60F: 3 clusters Score -8617741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8617748.000000 Penalty: 5330.145508
	Iteration 61Q: 3 clusters Score -8617748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8617752.000000 Penalty: 5330.145508
	Iteration 62Q: 3 clusters Score -8617752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8617752.000000 Penalty: 5330.145508
	Iteration 63Q: 3 clusters Score -8617752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8617754.000000 Penalty: 5330.145508
	Iteration 64Q: 3 clusters Score -8617754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8617755.000000 Penalty: 5330.145508
	Iteration 65Q: 3 clusters Score -8617755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8617754.000000 Penalty: 5330.145508
	Iteration 66Q: 3 clusters Score -8617754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8617754.000000 Penalty: 5330.145508
	Iteration 67F: 3 clusters Score -8617754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -183093.781250 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -183093.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -181157.500000 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -181157.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -181563.468750 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -181563.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -181772.484375 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -181772.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -181977.187500 Penalty: 3450.446533
	Iteration 3F: 3 clusters Score -181977.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -182184.796875 Penalty: 3450.446533
	Iteration 4F: 3 clusters Score -182184.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -182408.921875 Penalty: 3450.446533
	Iteration 5F: 3 clusters Score -182408.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -182572.921875 Penalty: 3450.446533
	Iteration 6F: 3 clusters Score -182572.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -182685.781250 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -182685.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -182780.937500 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -182780.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -182856.000000 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -182856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -182894.421875 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -182894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -182911.468750 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -182911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -182911.468750 Penalty: 3450.446533
	Iteration 12F: 3 clusters Score -182911.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -84623.867188 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -84623.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -83180.226562 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -83180.23 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83414.585938 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -83414.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -83493.867188 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -83493.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -83553.359375 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -83553.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83627.468750 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -83627.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -83706.070312 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -83706.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83786.742188 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -83786.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83895.156250 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -83895.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84019.468750 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -84019.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84131.523438 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -84131.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84299.671875 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -84299.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -84405.203125 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -84405.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84430.578125 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -84430.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84451.929688 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -84451.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84471.328125 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -84471.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84477.960938 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -84477.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84479.195312 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -84479.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84482.570312 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -84482.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -84486.554688 Penalty: 3123.366211
	Iteration 18F: 3 clusters Score -84486.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84494.367188 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -84494.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84495.929688 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -84495.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Entering Unmasked Estep 
Score: -8684137.000000 Penalty: 2666.653320
	Iteration 0F: 2 clusters Score -8684137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -8654480.000000 Penalty: 5333.306641
	Iteration 0F: 3 clusters Score -8654480 nChanged 21568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -8666507.000000 Penalty: 5333.306641
	Iteration 1F: 3 clusters Score -8666507 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -8667180.000000 Penalty: 5333.306641
	Iteration 2Q: 3 clusters Score -8667180 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -8668039.000000 Penalty: 5333.306641
	Iteration 3Q: 3 clusters Score -8668039 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -8669211.000000 Penalty: 5333.306641
	Iteration 4F: 3 clusters Score -8669211 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -8670962.000000 Penalty: 5333.306641
	Iteration 5F: 3 clusters Score -8670962 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -8673440.000000 Penalty: 5333.306641
	Iteration 6F: 3 clusters Score -8673440 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -8676241.000000 Penalty: 5333.306641
	Iteration 7F: 3 clusters Score -8676241 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -8678719.000000 Penalty: 5333.306641
	Iteration 8F: 3 clusters Score -8678719 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -8680601.000000 Penalty: 5333.306641
	Iteration 9Q: 3 clusters Score -8680601 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -8681478.000000 Penalty: 5333.306641
	Iteration 10Q: 3 clusters Score -8681478 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -8681746.000000 Penalty: 5333.306641
	Iteration 11Q: 3 clusters Score -8681746 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -8681894.000000 Penalty: 5333.306641
	Iteration 12Q: 3 clusters Score -8681894 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -8681925.000000 Penalty: 5333.306641
	Iteration 13Q: 3 clusters Score -8681925 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -8681912.000000 Penalty: 5333.306641
	Iteration 14Q: 3 clusters Score -8681912 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -8681950.000000 Penalty: 5333.306641
	Iteration 15Q: 3 clusters Score -8681950 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -8681945.000000 Penalty: 5333.306641
	Iteration 16Q: 3 clusters Score -8681945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -8681934.000000 Penalty: 5333.306641
	Iteration 17Q: 3 clusters Score -8681934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -8681944.000000 Penalty: 5333.306641
	Iteration 18Q: 3 clusters Score -8681944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -8681945.000000 Penalty: 5333.306641
	Iteration 19Q: 3 clusters Score -8681945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -8681943.000000 Penalty: 5333.306641
	Iteration 20F: 3 clusters Score -8681943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 46462 members 
Entering Unmasked Estep 
Score: -8681949.000000 Penalty: 5333.306641
	Iteration 21Q: 3 clusters Score -8681949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -8681970.000000 Penalty: 5333.306641
	Iteration 22Q: 3 clusters Score -8681970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -8681965.000000 Penalty: 5333.306641
	Iteration 23Q: 3 clusters Score -8681965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -8681965.000000 Penalty: 5333.306641
	Iteration 24F: 3 clusters Score -8681965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Entering Unmasked Estep 
Score: -7851262.000000 Penalty: 2642.673340
	Iteration 0F: 2 clusters Score -7851262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -7822750.500000 Penalty: 5285.346680
	Iteration 0F: 3 clusters Score -7822750 nChanged 19386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -7833461.000000 Penalty: 5285.346680
	Iteration 1F: 3 clusters Score -7833461 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -7833979.000000 Penalty: 5285.346680
	Iteration 2Q: 3 clusters Score -7833979 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -7834559.000000 Penalty: 5285.346680
	Iteration 3Q: 3 clusters Score -7834559 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -7835450.500000 Penalty: 5285.346680
	Iteration 4Q: 3 clusters Score -7835450 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -7837011.000000 Penalty: 5285.346680
	Iteration 5F: 3 clusters Score -7837011 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -7839414.500000 Penalty: 5285.346680
	Iteration 6F: 3 clusters Score -7839414 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -7842584.000000 Penalty: 5285.346680
	Iteration 7F: 3 clusters Score -7842584 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -7845669.000000 Penalty: 5285.346680
	Iteration 8F: 3 clusters Score -7845669 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -7847960.500000 Penalty: 5285.346680
	Iteration 9Q: 3 clusters Score -7847960 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -7848927.500000 Penalty: 5285.346680
	Iteration 10Q: 3 clusters Score -7848928 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -7849202.500000 Penalty: 5285.346680
	Iteration 11Q: 3 clusters Score -7849202 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -7849331.000000 Penalty: 5285.346680
	Iteration 12Q: 3 clusters Score -7849331 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -7849402.500000 Penalty: 5285.346680
	Iteration 13Q: 3 clusters Score -7849402 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -7849454.000000 Penalty: 5285.346680
	Iteration 14Q: 3 clusters Score -7849454 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -7849481.500000 Penalty: 5285.346680
	Iteration 15Q: 3 clusters Score -7849482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -7849484.500000 Penalty: 5285.346680
	Iteration 16Q: 3 clusters Score -7849484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -7849497.500000 Penalty: 5285.346680
	Iteration 17Q: 3 clusters Score -7849498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -7849514.000000 Penalty: 5285.346680
	Iteration 18Q: 3 clusters Score -7849514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -7849513.500000 Penalty: 5285.346680
	Iteration 19Q: 3 clusters Score -7849514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -7849504.000000 Penalty: 5285.346680
	Iteration 20F: 3 clusters Score -7849504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -7849503.000000 Penalty: 5285.346680
	Iteration 21Q: 3 clusters Score -7849503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -7849504.000000 Penalty: 5285.346680
	Iteration 22Q: 3 clusters Score -7849504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -7849503.000000 Penalty: 5285.346680
	Iteration 23Q: 3 clusters Score -7849503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -7849506.000000 Penalty: 5285.346680
	Iteration 24Q: 3 clusters Score -7849506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -7849518.000000 Penalty: 5285.346680
	Iteration 25Q: 3 clusters Score -7849518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -7849511.000000 Penalty: 5285.346680
	Iteration 26Q: 3 clusters Score -7849511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -7849512.500000 Penalty: 5285.346680
	Iteration 27Q: 3 clusters Score -7849512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -7849511.000000 Penalty: 5285.346680
	Iteration 28Q: 3 clusters Score -7849511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -7849509.000000 Penalty: 5285.346680
	Iteration 29Q: 3 clusters Score -7849509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -7849536.500000 Penalty: 5285.346680
	Iteration 30Q: 3 clusters Score -7849536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -7849527.000000 Penalty: 5285.346680
	Iteration 31Q: 3 clusters Score -7849527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -7849528.500000 Penalty: 5285.346680
	Iteration 32Q: 3 clusters Score -7849528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -7849532.500000 Penalty: 5285.346680
	Iteration 33Q: 3 clusters Score -7849532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -7849536.000000 Penalty: 5285.346680
	Iteration 34Q: 3 clusters Score -7849536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -7849536.000000 Penalty: 5285.346680
	Iteration 35Q: 3 clusters Score -7849536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -7849542.000000 Penalty: 5285.346680
	Iteration 36Q: 3 clusters Score -7849542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -7849541.000000 Penalty: 5285.346680
	Iteration 37Q: 3 clusters Score -7849541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -7849541.000000 Penalty: 5285.346680
	Iteration 38F: 3 clusters Score -7849541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -19387.011719 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -19387.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18395.193359 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -18395.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -18534.265625 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -18534.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -18574.798828 Penalty: 2724.558594
	Iteration 2F: 3 clusters Score -18574.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -18591.613281 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -18591.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -18602.875000 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -18602.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -18607.939453 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -18607.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -18607.939453 Penalty: 2724.558594
	Iteration 6F: 3 clusters Score -18607.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -118591.078125 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -118591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -116886.687500 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -116886.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117659.101562 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -117659.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118034.382812 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -118034.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118280.140625 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -118280.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118398.085938 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -118398.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -118505.187500 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -118505.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118585.000000 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -118585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -118619.023438 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -118619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118692.953125 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -118693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -118796.890625 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -118796.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118879.726562 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -118879.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -118964.140625 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -118964.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -119039.601562 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -119039.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -119097.750000 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -119097.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -119110.937500 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -119110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -119112.062500 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -119112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -119112.062500 Penalty: 3369.559082
	Iteration 16F: 3 clusters Score -119112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 39647 members 
Mstep: Class 3 contains 42119 members 
Mstep: Class 4 contains 47190 members 
Mstep: Class 5 contains 48410 members 
Mstep: Class 6 contains 48641 members 
Mstep: Class 7 contains 46456 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46753 members 
Mstep: Class 11 contains 42444 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 487 members 
Mstep: Class 14 contains 40737 members 
Mstep: Class 15 contains 41681 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 45196 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38320 members 
Mstep: Class 21 contains 28709 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43886 members 
Mstep: Class 24 contains 40492 members 
Mstep: Class 25 contains 405 members 
Entering Unmasked Estep 
Score: -126941952.000000 Penalty: 83433.343750
Splitting cluster 13 changes total score from -126943104.000000 to -126941952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (40737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Entering Unmasked Estep 
Score: -7534954.000000 Penalty: 2632.493164
	Iteration 0F: 2 clusters Score -7534954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -7507457.000000 Penalty: 5264.986328
	Iteration 0F: 3 clusters Score -7507457 nChanged 18660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -7517569.000000 Penalty: 5264.986328
	Iteration 1F: 3 clusters Score -7517569 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -7518157.000000 Penalty: 5264.986328
	Iteration 2Q: 3 clusters Score -7518157 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -7518942.000000 Penalty: 5264.986328
	Iteration 3Q: 3 clusters Score -7518942 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -7519853.000000 Penalty: 5264.986328
	Iteration 4Q: 3 clusters Score -7519853 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -7520975.500000 Penalty: 5264.986328
	Iteration 5Q: 3 clusters Score -7520976 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -7522411.000000 Penalty: 5264.986328
	Iteration 6F: 3 clusters Score -7522411 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -7524289.000000 Penalty: 5264.986328
	Iteration 7F: 3 clusters Score -7524289 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -7526764.000000 Penalty: 5264.986328
	Iteration 8F: 3 clusters Score -7526764 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -7529429.000000 Penalty: 5264.986328
	Iteration 9F: 3 clusters Score -7529429 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -7531330.500000 Penalty: 5264.986328
	Iteration 10F: 3 clusters Score -7531330 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -7532286.500000 Penalty: 5264.986328
	Iteration 11Q: 3 clusters Score -7532286 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -7532715.500000 Penalty: 5264.986328
	Iteration 12Q: 3 clusters Score -7532716 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -7532906.000000 Penalty: 5264.986328
	Iteration 13Q: 3 clusters Score -7532906 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -7532987.500000 Penalty: 5264.986328
	Iteration 14Q: 3 clusters Score -7532988 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -7533073.500000 Penalty: 5264.986328
	Iteration 15Q: 3 clusters Score -7533074 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -7533155.000000 Penalty: 5264.986328
	Iteration 16Q: 3 clusters Score -7533155 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -7533202.000000 Penalty: 5264.986328
	Iteration 17Q: 3 clusters Score -7533202 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -7533266.000000 Penalty: 5264.986328
	Iteration 18Q: 3 clusters Score -7533266 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -7533294.000000 Penalty: 5264.986328
	Iteration 19Q: 3 clusters Score -7533294 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -7533305.500000 Penalty: 5264.986328
	Iteration 20F: 3 clusters Score -7533306 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -7533336.500000 Penalty: 5264.986328
	Iteration 21Q: 3 clusters Score -7533336 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -7533361.500000 Penalty: 5264.986328
	Iteration 22Q: 3 clusters Score -7533362 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -7533351.000000 Penalty: 5264.986328
	Iteration 23Q: 3 clusters Score -7533351 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -7533373.000000 Penalty: 5264.986328
	Iteration 24Q: 3 clusters Score -7533373 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -7533382.000000 Penalty: 5264.986328
	Iteration 25Q: 3 clusters Score -7533382 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -7533425.500000 Penalty: 5264.986328
	Iteration 26Q: 3 clusters Score -7533426 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -7533423.000000 Penalty: 5264.986328
	Iteration 27Q: 3 clusters Score -7533423 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -7533444.000000 Penalty: 5264.986328
	Iteration 28Q: 3 clusters Score -7533444 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -7533438.500000 Penalty: 5264.986328
	Iteration 29Q: 3 clusters Score -7533438 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -7533445.500000 Penalty: 5264.986328
	Iteration 30Q: 3 clusters Score -7533446 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -7533449.500000 Penalty: 5264.986328
	Iteration 31Q: 3 clusters Score -7533450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -7533457.500000 Penalty: 5264.986328
	Iteration 32Q: 3 clusters Score -7533458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -7533466.500000 Penalty: 5264.986328
	Iteration 33Q: 3 clusters Score -7533466 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -7533466.500000 Penalty: 5264.986328
	Iteration 34Q: 3 clusters Score -7533466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -7533501.000000 Penalty: 5264.986328
	Iteration 35Q: 3 clusters Score -7533501 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -7533491.500000 Penalty: 5264.986328
	Iteration 36Q: 3 clusters Score -7533492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -7533491.000000 Penalty: 5264.986328
	Iteration 37Q: 3 clusters Score -7533491 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -7533485.500000 Penalty: 5264.986328
	Iteration 38Q: 3 clusters Score -7533486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -7533483.000000 Penalty: 5264.986328
	Iteration 39Q: 3 clusters Score -7533483 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -7533489.500000 Penalty: 5264.986328
	Iteration 40F: 3 clusters Score -7533490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -7533488.000000 Penalty: 5264.986328
	Iteration 41Q: 3 clusters Score -7533488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -7533494.500000 Penalty: 5264.986328
	Iteration 42Q: 3 clusters Score -7533494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -7533506.000000 Penalty: 5264.986328
	Iteration 43Q: 3 clusters Score -7533506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -7533499.000000 Penalty: 5264.986328
	Iteration 44Q: 3 clusters Score -7533499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -7533508.000000 Penalty: 5264.986328
	Iteration 45Q: 3 clusters Score -7533508 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -7533495.500000 Penalty: 5264.986328
	Iteration 46Q: 3 clusters Score -7533496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -7533492.000000 Penalty: 5264.986328
	Iteration 47Q: 3 clusters Score -7533492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -7533504.500000 Penalty: 5264.986328
	Iteration 48Q: 3 clusters Score -7533504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -7533497.500000 Penalty: 5264.986328
	Iteration 49Q: 3 clusters Score -7533498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -7533496.500000 Penalty: 5264.986328
	Iteration 50Q: 3 clusters Score -7533496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -7533501.500000 Penalty: 5264.986328
	Iteration 51Q: 3 clusters Score -7533502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -7533502.500000 Penalty: 5264.986328
	Iteration 52Q: 3 clusters Score -7533502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -7533498.500000 Penalty: 5264.986328
	Iteration 53Q: 3 clusters Score -7533498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -7533509.500000 Penalty: 5264.986328
	Iteration 54Q: 3 clusters Score -7533510 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -7533525.500000 Penalty: 5264.986328
	Iteration 55Q: 3 clusters Score -7533526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -7533548.000000 Penalty: 5264.986328
	Iteration 56Q: 3 clusters Score -7533548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -7533554.500000 Penalty: 5264.986328
	Iteration 57Q: 3 clusters Score -7533554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -7533576.000000 Penalty: 5264.986328
	Iteration 58Q: 3 clusters Score -7533576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -7533576.500000 Penalty: 5264.986328
	Iteration 59Q: 3 clusters Score -7533576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -7533558.500000 Penalty: 5264.986328
	Iteration 60F: 3 clusters Score -7533558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -7533564.000000 Penalty: 5264.986328
	Iteration 61Q: 3 clusters Score -7533564 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -7533567.000000 Penalty: 5264.986328
	Iteration 62Q: 3 clusters Score -7533567 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -7533582.000000 Penalty: 5264.986328
	Iteration 63Q: 3 clusters Score -7533582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -7533575.000000 Penalty: 5264.986328
	Iteration 64Q: 3 clusters Score -7533575 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -7533577.500000 Penalty: 5264.986328
	Iteration 65Q: 3 clusters Score -7533578 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -7533568.000000 Penalty: 5264.986328
	Iteration 66Q: 3 clusters Score -7533568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -7533567.000000 Penalty: 5264.986328
	Iteration 67Q: 3 clusters Score -7533567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -7533569.000000 Penalty: 5264.986328
	Iteration 68Q: 3 clusters Score -7533569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -7533563.000000 Penalty: 5264.986328
	Iteration 69Q: 3 clusters Score -7533563 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -7533550.000000 Penalty: 5264.986328
	Iteration 70Q: 3 clusters Score -7533550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -7533557.000000 Penalty: 5264.986328
	Iteration 71Q: 3 clusters Score -7533557 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -7533562.000000 Penalty: 5264.986328
	Iteration 72Q: 3 clusters Score -7533562 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -7533550.500000 Penalty: 5264.986328
	Iteration 73Q: 3 clusters Score -7533550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -7533553.500000 Penalty: 5264.986328
	Iteration 74Q: 3 clusters Score -7533554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -7533552.000000 Penalty: 5264.986328
	Iteration 75Q: 3 clusters Score -7533552 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -7533546.000000 Penalty: 5264.986328
	Iteration 76Q: 3 clusters Score -7533546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -7533570.000000 Penalty: 5264.986328
	Iteration 77Q: 3 clusters Score -7533570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -7533566.000000 Penalty: 5264.986328
	Iteration 78Q: 3 clusters Score -7533566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -7533575.500000 Penalty: 5264.986328
	Iteration 79Q: 3 clusters Score -7533576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -7533587.500000 Penalty: 5264.986328
	Iteration 80F: 3 clusters Score -7533588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -7533583.500000 Penalty: 5264.986328
	Iteration 81Q: 3 clusters Score -7533584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -7533588.000000 Penalty: 5264.986328
	Iteration 82Q: 3 clusters Score -7533588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -7533587.500000 Penalty: 5264.986328
	Iteration 83Q: 3 clusters Score -7533588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -7533595.500000 Penalty: 5264.986328
	Iteration 84Q: 3 clusters Score -7533596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -7533583.500000 Penalty: 5264.986328
	Iteration 85Q: 3 clusters Score -7533584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -7533588.000000 Penalty: 5264.986328
	Iteration 86Q: 3 clusters Score -7533588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -7533598.500000 Penalty: 5264.986328
	Iteration 87Q: 3 clusters Score -7533598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -7533598.500000 Penalty: 5264.986328
	Iteration 88Q: 3 clusters Score -7533598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -7533611.000000 Penalty: 5264.986328
	Iteration 89Q: 3 clusters Score -7533611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -7533608.500000 Penalty: 5264.986328
	Iteration 90Q: 3 clusters Score -7533608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -7533604.000000 Penalty: 5264.986328
	Iteration 91Q: 3 clusters Score -7533604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -7533609.000000 Penalty: 5264.986328
	Iteration 92Q: 3 clusters Score -7533609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -7533618.000000 Penalty: 5264.986328
	Iteration 93Q: 3 clusters Score -7533618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -7533613.500000 Penalty: 5264.986328
	Iteration 94Q: 3 clusters Score -7533614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -7533621.500000 Penalty: 5264.986328
	Iteration 95Q: 3 clusters Score -7533622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -7533614.000000 Penalty: 5264.986328
	Iteration 96Q: 3 clusters Score -7533614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -7533613.500000 Penalty: 5264.986328
	Iteration 97Q: 3 clusters Score -7533614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -7533620.500000 Penalty: 5264.986328
	Iteration 98Q: 3 clusters Score -7533620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -7533624.000000 Penalty: 5264.986328
	Iteration 99Q: 3 clusters Score -7533624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -7533627.500000 Penalty: 5264.986328
	Iteration 100F: 3 clusters Score -7533628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -7533637.000000 Penalty: 5264.986328
	Iteration 101Q: 3 clusters Score -7533637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -7533635.000000 Penalty: 5264.986328
	Iteration 102Q: 3 clusters Score -7533635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -7533627.500000 Penalty: 5264.986328
	Iteration 103Q: 3 clusters Score -7533628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -7533640.500000 Penalty: 5264.986328
	Iteration 104Q: 3 clusters Score -7533640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -7533637.500000 Penalty: 5264.986328
	Iteration 105Q: 3 clusters Score -7533638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -7533631.000000 Penalty: 5264.986328
	Iteration 106Q: 3 clusters Score -7533631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -7533638.000000 Penalty: 5264.986328
	Iteration 107Q: 3 clusters Score -7533638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7533639.000000 Penalty: 5264.986328
	Iteration 108Q: 3 clusters Score -7533639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -7533640.000000 Penalty: 5264.986328
	Iteration 109Q: 3 clusters Score -7533640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -7533638.500000 Penalty: 5264.986328
	Iteration 110Q: 3 clusters Score -7533638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -7533646.000000 Penalty: 5264.986328
	Iteration 111Q: 3 clusters Score -7533646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -7533655.500000 Penalty: 5264.986328
	Iteration 112Q: 3 clusters Score -7533656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -7533640.000000 Penalty: 5264.986328
	Iteration 113Q: 3 clusters Score -7533640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -7533638.500000 Penalty: 5264.986328
	Iteration 114Q: 3 clusters Score -7533638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -7533649.000000 Penalty: 5264.986328
	Iteration 115Q: 3 clusters Score -7533649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -7533637.000000 Penalty: 5264.986328
	Iteration 116Q: 3 clusters Score -7533637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -7533642.500000 Penalty: 5264.986328
	Iteration 117Q: 3 clusters Score -7533642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -7533641.500000 Penalty: 5264.986328
	Iteration 118Q: 3 clusters Score -7533642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -7533645.000000 Penalty: 5264.986328
	Iteration 119Q: 3 clusters Score -7533645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -7533634.500000 Penalty: 5264.986328
	Iteration 120F: 3 clusters Score -7533634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -7533632.000000 Penalty: 5264.986328
	Iteration 121Q: 3 clusters Score -7533632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -7533626.000000 Penalty: 5264.986328
	Iteration 122Q: 3 clusters Score -7533626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -7533628.500000 Penalty: 5264.986328
	Iteration 123Q: 3 clusters Score -7533628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -7533633.000000 Penalty: 5264.986328
	Iteration 124Q: 3 clusters Score -7533633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -7533631.500000 Penalty: 5264.986328
	Iteration 125Q: 3 clusters Score -7533632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -7533648.500000 Penalty: 5264.986328
	Iteration 126Q: 3 clusters Score -7533648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -7533632.000000 Penalty: 5264.986328
	Iteration 127Q: 3 clusters Score -7533632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -7533649.500000 Penalty: 5264.986328
	Iteration 128Q: 3 clusters Score -7533650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -7533642.500000 Penalty: 5264.986328
	Iteration 129Q: 3 clusters Score -7533642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -7533647.000000 Penalty: 5264.986328
	Iteration 130Q: 3 clusters Score -7533647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -7533635.500000 Penalty: 5264.986328
	Iteration 131Q: 3 clusters Score -7533636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -7533628.500000 Penalty: 5264.986328
	Iteration 132Q: 3 clusters Score -7533628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -7533637.000000 Penalty: 5264.986328
	Iteration 133Q: 3 clusters Score -7533637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -7533636.000000 Penalty: 5264.986328
	Iteration 134Q: 3 clusters Score -7533636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -7533649.000000 Penalty: 5264.986328
	Iteration 135Q: 3 clusters Score -7533649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -7533657.500000 Penalty: 5264.986328
	Iteration 136Q: 3 clusters Score -7533658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -7533652.000000 Penalty: 5264.986328
	Iteration 137Q: 3 clusters Score -7533652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -7533657.500000 Penalty: 5264.986328
	Iteration 138Q: 3 clusters Score -7533658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -7533654.000000 Penalty: 5264.986328
	Iteration 139Q: 3 clusters Score -7533654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -7533658.000000 Penalty: 5264.986328
	Iteration 140F: 3 clusters Score -7533658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -7533652.500000 Penalty: 5264.986328
	Iteration 141Q: 3 clusters Score -7533652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -7533660.500000 Penalty: 5264.986328
	Iteration 142Q: 3 clusters Score -7533660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -7533653.500000 Penalty: 5264.986328
	Iteration 143Q: 3 clusters Score -7533654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -7533660.500000 Penalty: 5264.986328
	Iteration 144Q: 3 clusters Score -7533660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -7533665.500000 Penalty: 5264.986328
	Iteration 145Q: 3 clusters Score -7533666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -7533656.000000 Penalty: 5264.986328
	Iteration 146Q: 3 clusters Score -7533656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -7533658.000000 Penalty: 5264.986328
	Iteration 147Q: 3 clusters Score -7533658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -7533653.000000 Penalty: 5264.986328
	Iteration 148Q: 3 clusters Score -7533653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -7533657.000000 Penalty: 5264.986328
	Iteration 149Q: 3 clusters Score -7533657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -7533659.500000 Penalty: 5264.986328
	Iteration 150Q: 3 clusters Score -7533660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -7533656.500000 Penalty: 5264.986328
	Iteration 151Q: 3 clusters Score -7533656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -7533653.500000 Penalty: 5264.986328
	Iteration 152Q: 3 clusters Score -7533654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -7533653.500000 Penalty: 5264.986328
	Iteration 153F: 3 clusters Score -7533654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Entering Unmasked Estep 
Score: -7715094.000000 Penalty: 2638.174561
	Iteration 0F: 2 clusters Score -7715094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -7687267.500000 Penalty: 5276.349121
	Iteration 0F: 3 clusters Score -7687268 nChanged 19143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -7697590.000000 Penalty: 5276.349121
	Iteration 1F: 3 clusters Score -7697590 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -7698207.500000 Penalty: 5276.349121
	Iteration 2Q: 3 clusters Score -7698208 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -7698969.000000 Penalty: 5276.349121
	Iteration 3Q: 3 clusters Score -7698969 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -7699809.000000 Penalty: 5276.349121
	Iteration 4Q: 3 clusters Score -7699809 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -7700877.000000 Penalty: 5276.349121
	Iteration 5Q: 3 clusters Score -7700877 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -7702016.000000 Penalty: 5276.349121
	Iteration 6Q: 3 clusters Score -7702016 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -7703216.000000 Penalty: 5276.349121
	Iteration 7Q: 3 clusters Score -7703216 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -7704512.000000 Penalty: 5276.349121
	Iteration 8F: 3 clusters Score -7704512 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -7705749.500000 Penalty: 5276.349121
	Iteration 9Q: 3 clusters Score -7705750 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -7706855.000000 Penalty: 5276.349121
	Iteration 10Q: 3 clusters Score -7706855 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -7707695.000000 Penalty: 5276.349121
	Iteration 11Q: 3 clusters Score -7707695 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -7708381.000000 Penalty: 5276.349121
	Iteration 12Q: 3 clusters Score -7708381 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -7708818.500000 Penalty: 5276.349121
	Iteration 13Q: 3 clusters Score -7708818 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -7709215.000000 Penalty: 5276.349121
	Iteration 14Q: 3 clusters Score -7709215 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -7709560.000000 Penalty: 5276.349121
	Iteration 15Q: 3 clusters Score -7709560 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -7709810.500000 Penalty: 5276.349121
	Iteration 16Q: 3 clusters Score -7709810 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -7710100.000000 Penalty: 5276.349121
	Iteration 17Q: 3 clusters Score -7710100 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -7710395.000000 Penalty: 5276.349121
	Iteration 18Q: 3 clusters Score -7710395 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -7710705.500000 Penalty: 5276.349121
	Iteration 19Q: 3 clusters Score -7710706 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -7710980.500000 Penalty: 5276.349121
	Iteration 20F: 3 clusters Score -7710980 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -7711242.000000 Penalty: 5276.349121
	Iteration 21Q: 3 clusters Score -7711242 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -7711442.500000 Penalty: 5276.349121
	Iteration 22Q: 3 clusters Score -7711442 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -7711613.000000 Penalty: 5276.349121
	Iteration 23Q: 3 clusters Score -7711613 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -7711748.500000 Penalty: 5276.349121
	Iteration 24Q: 3 clusters Score -7711748 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -7711880.500000 Penalty: 5276.349121
	Iteration 25Q: 3 clusters Score -7711880 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -7711982.500000 Penalty: 5276.349121
	Iteration 26Q: 3 clusters Score -7711982 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -7712105.000000 Penalty: 5276.349121
	Iteration 27Q: 3 clusters Score -7712105 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -7712184.500000 Penalty: 5276.349121
	Iteration 28Q: 3 clusters Score -7712184 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -7712257.000000 Penalty: 5276.349121
	Iteration 29Q: 3 clusters Score -7712257 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -7712343.000000 Penalty: 5276.349121
	Iteration 30Q: 3 clusters Score -7712343 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -7712395.500000 Penalty: 5276.349121
	Iteration 31Q: 3 clusters Score -7712396 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -7712476.500000 Penalty: 5276.349121
	Iteration 32Q: 3 clusters Score -7712476 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -7712520.000000 Penalty: 5276.349121
	Iteration 33Q: 3 clusters Score -7712520 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -7712576.000000 Penalty: 5276.349121
	Iteration 34Q: 3 clusters Score -7712576 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -7712614.000000 Penalty: 5276.349121
	Iteration 35Q: 3 clusters Score -7712614 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -7712643.500000 Penalty: 5276.349121
	Iteration 36Q: 3 clusters Score -7712644 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -7712704.500000 Penalty: 5276.349121
	Iteration 37Q: 3 clusters Score -7712704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -7712739.500000 Penalty: 5276.349121
	Iteration 38Q: 3 clusters Score -7712740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7712778.000000 Penalty: 5276.349121
	Iteration 39Q: 3 clusters Score -7712778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -7712800.500000 Penalty: 5276.349121
	Iteration 40F: 3 clusters Score -7712800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -7712823.000000 Penalty: 5276.349121
	Iteration 41Q: 3 clusters Score -7712823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -7712832.500000 Penalty: 5276.349121
	Iteration 42Q: 3 clusters Score -7712832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -7712851.500000 Penalty: 5276.349121
	Iteration 43Q: 3 clusters Score -7712852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -7712870.000000 Penalty: 5276.349121
	Iteration 44Q: 3 clusters Score -7712870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -7712868.500000 Penalty: 5276.349121
	Iteration 45Q: 3 clusters Score -7712868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -7712877.000000 Penalty: 5276.349121
	Iteration 46Q: 3 clusters Score -7712877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -7712896.500000 Penalty: 5276.349121
	Iteration 47Q: 3 clusters Score -7712896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -7712908.500000 Penalty: 5276.349121
	Iteration 48Q: 3 clusters Score -7712908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -7712910.500000 Penalty: 5276.349121
	Iteration 49Q: 3 clusters Score -7712910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -7712915.000000 Penalty: 5276.349121
	Iteration 50Q: 3 clusters Score -7712915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -7712919.500000 Penalty: 5276.349121
	Iteration 51Q: 3 clusters Score -7712920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -7712929.000000 Penalty: 5276.349121
	Iteration 52Q: 3 clusters Score -7712929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -7712922.500000 Penalty: 5276.349121
	Iteration 53Q: 3 clusters Score -7712922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -7712920.500000 Penalty: 5276.349121
	Iteration 54Q: 3 clusters Score -7712920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -7712924.000000 Penalty: 5276.349121
	Iteration 55Q: 3 clusters Score -7712924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -7712927.500000 Penalty: 5276.349121
	Iteration 56Q: 3 clusters Score -7712928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -7712920.000000 Penalty: 5276.349121
	Iteration 57Q: 3 clusters Score -7712920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -7712922.500000 Penalty: 5276.349121
	Iteration 58Q: 3 clusters Score -7712922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -7712928.000000 Penalty: 5276.349121
	Iteration 59Q: 3 clusters Score -7712928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -7712937.500000 Penalty: 5276.349121
	Iteration 60F: 3 clusters Score -7712938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -7712946.000000 Penalty: 5276.349121
	Iteration 61Q: 3 clusters Score -7712946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -7712952.500000 Penalty: 5276.349121
	Iteration 62Q: 3 clusters Score -7712952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -7712950.500000 Penalty: 5276.349121
	Iteration 63Q: 3 clusters Score -7712950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -7712947.000000 Penalty: 5276.349121
	Iteration 64Q: 3 clusters Score -7712947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -7712949.000000 Penalty: 5276.349121
	Iteration 65Q: 3 clusters Score -7712949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -7712949.000000 Penalty: 5276.349121
	Iteration 66F: 3 clusters Score -7712949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Entering Unmasked Estep 
Score: -634335.250000 Penalty: 2020.814575
	Iteration 0F: 2 clusters Score -634335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -630782.000000 Penalty: 4041.629150
	Iteration 0F: 3 clusters Score -630782 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -631518.625000 Penalty: 4041.629150
	Iteration 1F: 3 clusters Score -631518.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -631686.312500 Penalty: 4041.629150
	Iteration 2F: 3 clusters Score -631686.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -631769.875000 Penalty: 4041.629150
	Iteration 3Q: 3 clusters Score -631769.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -631823.437500 Penalty: 4041.629150
	Iteration 4Q: 3 clusters Score -631823.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -631867.187500 Penalty: 4041.629150
	Iteration 5Q: 3 clusters Score -631867.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -631907.062500 Penalty: 4041.629150
	Iteration 6Q: 3 clusters Score -631907.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -631931.125000 Penalty: 4041.629150
	Iteration 7Q: 3 clusters Score -631931.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -631948.500000 Penalty: 4041.629150
	Iteration 8Q: 3 clusters Score -631948.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -631959.250000 Penalty: 4041.629150
	Iteration 9Q: 3 clusters Score -631959.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -631967.187500 Penalty: 4041.629150
	Iteration 10Q: 3 clusters Score -631967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -631970.750000 Penalty: 4041.629150
	Iteration 11Q: 3 clusters Score -631970.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -631978.187500 Penalty: 4041.629150
	Iteration 12Q: 3 clusters Score -631978.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -631983.062500 Penalty: 4041.629150
	Iteration 13Q: 3 clusters Score -631983.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -631990.625000 Penalty: 4041.629150
	Iteration 14Q: 3 clusters Score -631990.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -631994.000000 Penalty: 4041.629150
	Iteration 15Q: 3 clusters Score -631994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -631997.687500 Penalty: 4041.629150
	Iteration 16Q: 3 clusters Score -631997.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -631999.125000 Penalty: 4041.629150
	Iteration 17Q: 3 clusters Score -631999.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -632001.812500 Penalty: 4041.629150
	Iteration 18Q: 3 clusters Score -632001.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -632007.125000 Penalty: 4041.629150
	Iteration 19Q: 3 clusters Score -632007.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -632012.750000 Penalty: 4041.629150
	Iteration 20F: 3 clusters Score -632012.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -632018.500000 Penalty: 4041.629150
	Iteration 21Q: 3 clusters Score -632018.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -632023.625000 Penalty: 4041.629150
	Iteration 22Q: 3 clusters Score -632023.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -632025.625000 Penalty: 4041.629150
	Iteration 23Q: 3 clusters Score -632025.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -632028.250000 Penalty: 4041.629150
	Iteration 24Q: 3 clusters Score -632028.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -632030.750000 Penalty: 4041.629150
	Iteration 25Q: 3 clusters Score -632030.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -632035.250000 Penalty: 4041.629150
	Iteration 26Q: 3 clusters Score -632035.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -632038.562500 Penalty: 4041.629150
	Iteration 27Q: 3 clusters Score -632038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -632040.562500 Penalty: 4041.629150
	Iteration 28Q: 3 clusters Score -632040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -632042.937500 Penalty: 4041.629150
	Iteration 29Q: 3 clusters Score -632042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -632046.000000 Penalty: 4041.629150
	Iteration 30Q: 3 clusters Score -632046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -632048.187500 Penalty: 4041.629150
	Iteration 31Q: 3 clusters Score -632048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -632048.562500 Penalty: 4041.629150
	Iteration 32Q: 3 clusters Score -632048.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -632048.562500 Penalty: 4041.629150
	Iteration 33F: 3 clusters Score -632048.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Entering Unmasked Estep 
Score: -8401059.000000 Penalty: 2658.253662
	Iteration 0F: 2 clusters Score -8401059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -8371416.000000 Penalty: 5316.507324
	Iteration 0F: 3 clusters Score -8371416 nChanged 20978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -8382954.000000 Penalty: 5316.507324
	Iteration 1F: 3 clusters Score -8382954 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -8383435.000000 Penalty: 5316.507324
	Iteration 2Q: 3 clusters Score -8383435 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -8383861.500000 Penalty: 5316.507324
	Iteration 3Q: 3 clusters Score -8383862 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -8384186.000000 Penalty: 5316.507324
	Iteration 4Q: 3 clusters Score -8384186 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -8384587.000000 Penalty: 5316.507324
	Iteration 5Q: 3 clusters Score -8384587 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -8384968.000000 Penalty: 5316.507324
	Iteration 6Q: 3 clusters Score -8384968 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -8385548.000000 Penalty: 5316.507324
	Iteration 7Q: 3 clusters Score -8385548 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -8386266.000000 Penalty: 5316.507324
	Iteration 8Q: 3 clusters Score -8386266 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -8387347.500000 Penalty: 5316.507324
	Iteration 9Q: 3 clusters Score -8387348 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -8388705.000000 Penalty: 5316.507324
	Iteration 10Q: 3 clusters Score -8388705 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -8390558.000000 Penalty: 5316.507324
	Iteration 11F: 3 clusters Score -8390558 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -8392472.000000 Penalty: 5316.507324
	Iteration 12F: 3 clusters Score -8392472 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -8394111.000000 Penalty: 5316.507324
	Iteration 13Q: 3 clusters Score -8394111 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -8395085.000000 Penalty: 5316.507324
	Iteration 14Q: 3 clusters Score -8395085 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -8395582.000000 Penalty: 5316.507324
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 36061 members 
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Mstep: Class 2 contains 36408 members 
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Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 37728 members 
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Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 40179 members 
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Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 40339 members 
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Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 40639 members 
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Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4288 members 
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Mstep: Class 1 contains 4158 members 
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Mstep: Class 1 contains 3726 members 
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Mstep: Class 1 contains 3326 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3081 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3009 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2938 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2701 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2644 members 
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Mstep: Class 1 contains 2595 members 
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Mstep: Class 1 contains 2503 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2465 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2206 members 
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Mstep: Class 1 contains 2176 members 
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Mstep: Class 1 contains 2145 members 
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Mstep: Class 1 contains 2111 members 
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Mstep: Class 1 contains 2071 members 
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Mstep: Class 1 contains 2053 members 
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Mstep: Class 1 contains 2030 members 
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Entering Unmasked Estep 
Score: -8399044.000000 Penalty: 5316.507324
	Iteration 109Q: 3 clusters Score -8399044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -8399040.000000 Penalty: 5316.507324
	Iteration 110Q: 3 clusters Score -8399040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -8399043.000000 Penalty: 5316.507324
	Iteration 111Q: 3 clusters Score -8399043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -8399047.000000 Penalty: 5316.507324
	Iteration 112Q: 3 clusters Score -8399047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -8399047.000000 Penalty: 5316.507324
	Iteration 113F: 3 clusters Score -8399047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Entering Unmasked Estep 
Score: -420875.281250 Penalty: 1935.656616
	Iteration 0F: 2 clusters Score -420875.3 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 1236 members 
Entering Unmasked Estep 
Score: -417976.937500 Penalty: 3871.313232
	Iteration 0F: 3 clusters Score -417976.9 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -418535.812500 Penalty: 3871.313232
	Iteration 1F: 3 clusters Score -418535.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -418776.281250 Penalty: 3871.313232
	Iteration 2F: 3 clusters Score -418776.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -418955.531250 Penalty: 3871.313232
	Iteration 3F: 3 clusters Score -418955.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -419123.531250 Penalty: 3871.313232
	Iteration 4F: 3 clusters Score -419123.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -419281.937500 Penalty: 3871.313232
	Iteration 5F: 3 clusters Score -419281.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -419428.062500 Penalty: 3871.313232
	Iteration 6Q: 3 clusters Score -419428.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -419567.843750 Penalty: 3871.313232
	Iteration 7Q: 3 clusters Score -419567.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -419690.500000 Penalty: 3871.313232
	Iteration 8Q: 3 clusters Score -419690.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -419793.500000 Penalty: 3871.313232
	Iteration 9Q: 3 clusters Score -419793.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -419884.875000 Penalty: 3871.313232
	Iteration 10Q: 3 clusters Score -419884.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -419955.625000 Penalty: 3871.313232
	Iteration 11Q: 3 clusters Score -419955.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -420011.437500 Penalty: 3871.313232
	Iteration 12Q: 3 clusters Score -420011.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -420052.156250 Penalty: 3871.313232
	Iteration 13Q: 3 clusters Score -420052.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -420080.562500 Penalty: 3871.313232
	Iteration 14Q: 3 clusters Score -420080.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -420096.687500 Penalty: 3871.313232
	Iteration 15Q: 3 clusters Score -420096.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -420115.468750 Penalty: 3871.313232
	Iteration 16Q: 3 clusters Score -420115.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -420129.250000 Penalty: 3871.313232
	Iteration 17Q: 3 clusters Score -420129.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -420138.187500 Penalty: 3871.313232
	Iteration 18Q: 3 clusters Score -420138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -420145.406250 Penalty: 3871.313232
	Iteration 19Q: 3 clusters Score -420145.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -420152.406250 Penalty: 3871.313232
	Iteration 20F: 3 clusters Score -420152.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -420156.843750 Penalty: 3871.313232
	Iteration 21Q: 3 clusters Score -420156.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -420159.406250 Penalty: 3871.313232
	Iteration 22Q: 3 clusters Score -420159.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -420159.343750 Penalty: 3871.313232
	Iteration 23Q: 3 clusters Score -420159.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -420160.375000 Penalty: 3871.313232
	Iteration 24Q: 3 clusters Score -420160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -420160.375000 Penalty: 3871.313232
	Iteration 25F: 3 clusters Score -420160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -56304.363281 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -56304.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54819.785156 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -54819.79 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -55084.800781 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -55084.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55228.273438 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -55228.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55324.667969 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -55324.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55364.742188 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -55364.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -55423.105469 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -55423.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55445.628906 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -55445.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55450.574219 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -55450.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55450.574219 Penalty: 3090.318848
	Iteration 8F: 3 clusters Score -55450.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (38320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Entering Unmasked Estep 
Score: -7069657.000000 Penalty: 2617.324219
	Iteration 0F: 2 clusters Score -7069657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -7043649.500000 Penalty: 5234.648438
	Iteration 0F: 3 clusters Score -7043650 nChanged 17664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -7053154.500000 Penalty: 5234.648438
	Iteration 1F: 3 clusters Score -7053154 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -7053558.500000 Penalty: 5234.648438
	Iteration 2Q: 3 clusters Score -7053558 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -7053924.500000 Penalty: 5234.648438
	Iteration 3Q: 3 clusters Score -7053924 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -7054303.500000 Penalty: 5234.648438
	Iteration 4Q: 3 clusters Score -7054304 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -7054850.000000 Penalty: 5234.648438
	Iteration 5Q: 3 clusters Score -7054850 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -7055649.000000 Penalty: 5234.648438
	Iteration 6Q: 3 clusters Score -7055649 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -7056854.500000 Penalty: 5234.648438
	Iteration 7F: 3 clusters Score -7056854 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -7058531.500000 Penalty: 5234.648438
	Iteration 8F: 3 clusters Score -7058532 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -7060893.000000 Penalty: 5234.648438
	Iteration 9F: 3 clusters Score -7060893 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -7063287.500000 Penalty: 5234.648438
	Iteration 10F: 3 clusters Score -7063288 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -7064954.500000 Penalty: 5234.648438
	Iteration 11F: 3 clusters Score -7064954 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -7065770.000000 Penalty: 5234.648438
	Iteration 12Q: 3 clusters Score -7065770 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -7066191.000000 Penalty: 5234.648438
	Iteration 13Q: 3 clusters Score -7066191 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -7066470.000000 Penalty: 5234.648438
	Iteration 14Q: 3 clusters Score -7066470 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -7066674.000000 Penalty: 5234.648438
	Iteration 15Q: 3 clusters Score -7066674 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -7066809.500000 Penalty: 5234.648438
	Iteration 16Q: 3 clusters Score -7066810 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -7066943.000000 Penalty: 5234.648438
	Iteration 17Q: 3 clusters Score -7066943 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -7067037.500000 Penalty: 5234.648438
	Iteration 18Q: 3 clusters Score -7067038 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -7067139.500000 Penalty: 5234.648438
	Iteration 19Q: 3 clusters Score -7067140 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -7067204.000000 Penalty: 5234.648438
	Iteration 20F: 3 clusters Score -7067204 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -7067268.500000 Penalty: 5234.648438
	Iteration 21Q: 3 clusters Score -7067268 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -7067313.500000 Penalty: 5234.648438
	Iteration 22Q: 3 clusters Score -7067314 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -7067377.500000 Penalty: 5234.648438
	Iteration 23Q: 3 clusters Score -7067378 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -7067417.500000 Penalty: 5234.648438
	Iteration 24Q: 3 clusters Score -7067418 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -7067465.000000 Penalty: 5234.648438
	Iteration 25Q: 3 clusters Score -7067465 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -7067510.000000 Penalty: 5234.648438
	Iteration 26Q: 3 clusters Score -7067510 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -7067541.000000 Penalty: 5234.648438
	Iteration 27Q: 3 clusters Score -7067541 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -7067570.000000 Penalty: 5234.648438
	Iteration 28Q: 3 clusters Score -7067570 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -7067589.000000 Penalty: 5234.648438
	Iteration 29Q: 3 clusters Score -7067589 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7067613.500000 Penalty: 5234.648438
	Iteration 30Q: 3 clusters Score -7067614 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -7067641.000000 Penalty: 5234.648438
	Iteration 31Q: 3 clusters Score -7067641 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -7067649.500000 Penalty: 5234.648438
	Iteration 32Q: 3 clusters Score -7067650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -7067675.500000 Penalty: 5234.648438
	Iteration 33Q: 3 clusters Score -7067676 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7067681.000000 Penalty: 5234.648438
	Iteration 34Q: 3 clusters Score -7067681 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7067722.000000 Penalty: 5234.648438
	Iteration 35Q: 3 clusters Score -7067722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -7067715.500000 Penalty: 5234.648438
	Iteration 36Q: 3 clusters Score -7067716 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -7067738.500000 Penalty: 5234.648438
	Iteration 37Q: 3 clusters Score -7067738 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7067742.000000 Penalty: 5234.648438
	Iteration 38Q: 3 clusters Score -7067742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -7067750.500000 Penalty: 5234.648438
	Iteration 39Q: 3 clusters Score -7067750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7067762.500000 Penalty: 5234.648438
	Iteration 40F: 3 clusters Score -7067762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7067779.000000 Penalty: 5234.648438
	Iteration 41Q: 3 clusters Score -7067779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7067796.000000 Penalty: 5234.648438
	Iteration 42Q: 3 clusters Score -7067796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -7067818.000000 Penalty: 5234.648438
	Iteration 43Q: 3 clusters Score -7067818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -7067828.000000 Penalty: 5234.648438
	Iteration 44Q: 3 clusters Score -7067828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7067828.000000 Penalty: 5234.648438
	Iteration 45Q: 3 clusters Score -7067828 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -7067843.500000 Penalty: 5234.648438
	Iteration 46Q: 3 clusters Score -7067844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7067851.500000 Penalty: 5234.648438
	Iteration 47Q: 3 clusters Score -7067852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7067855.500000 Penalty: 5234.648438
	Iteration 48Q: 3 clusters Score -7067856 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7067865.500000 Penalty: 5234.648438
	Iteration 49Q: 3 clusters Score -7067866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7067854.000000 Penalty: 5234.648438
	Iteration 50Q: 3 clusters Score -7067854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7067860.500000 Penalty: 5234.648438
	Iteration 51Q: 3 clusters Score -7067860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7067870.000000 Penalty: 5234.648438
	Iteration 52Q: 3 clusters Score -7067870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7067880.000000 Penalty: 5234.648438
	Iteration 53Q: 3 clusters Score -7067880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -7067892.500000 Penalty: 5234.648438
	Iteration 54Q: 3 clusters Score -7067892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7067890.000000 Penalty: 5234.648438
	Iteration 55Q: 3 clusters Score -7067890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7067893.000000 Penalty: 5234.648438
	Iteration 56Q: 3 clusters Score -7067893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7067890.000000 Penalty: 5234.648438
	Iteration 57Q: 3 clusters Score -7067890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7067891.500000 Penalty: 5234.648438
	Iteration 58Q: 3 clusters Score -7067892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7067900.500000 Penalty: 5234.648438
	Iteration 59Q: 3 clusters Score -7067900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7067910.000000 Penalty: 5234.648438
	Iteration 60F: 3 clusters Score -7067910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7067907.500000 Penalty: 5234.648438
	Iteration 61Q: 3 clusters Score -7067908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -7067897.000000 Penalty: 5234.648438
	Iteration 62Q: 3 clusters Score -7067897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -7067905.000000 Penalty: 5234.648438
	Iteration 63Q: 3 clusters Score -7067905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7067908.500000 Penalty: 5234.648438
	Iteration 64Q: 3 clusters Score -7067908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7067923.500000 Penalty: 5234.648438
	Iteration 65Q: 3 clusters Score -7067924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7067924.000000 Penalty: 5234.648438
	Iteration 66Q: 3 clusters Score -7067924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7067918.000000 Penalty: 5234.648438
	Iteration 67Q: 3 clusters Score -7067918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7067937.500000 Penalty: 5234.648438
	Iteration 68Q: 3 clusters Score -7067938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7067957.500000 Penalty: 5234.648438
	Iteration 69Q: 3 clusters Score -7067958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7067946.500000 Penalty: 5234.648438
	Iteration 70Q: 3 clusters Score -7067946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -7067955.000000 Penalty: 5234.648438
	Iteration 71Q: 3 clusters Score -7067955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -7067946.000000 Penalty: 5234.648438
	Iteration 72Q: 3 clusters Score -7067946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7067946.000000 Penalty: 5234.648438
	Iteration 73Q: 3 clusters Score -7067946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7067952.500000 Penalty: 5234.648438
	Iteration 74Q: 3 clusters Score -7067952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7067960.000000 Penalty: 5234.648438
	Iteration 75Q: 3 clusters Score -7067960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7067955.000000 Penalty: 5234.648438
	Iteration 76Q: 3 clusters Score -7067955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7067963.500000 Penalty: 5234.648438
	Iteration 77Q: 3 clusters Score -7067964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7067963.000000 Penalty: 5234.648438
	Iteration 78Q: 3 clusters Score -7067963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7067957.500000 Penalty: 5234.648438
	Iteration 79Q: 3 clusters Score -7067958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7067947.000000 Penalty: 5234.648438
	Iteration 80F: 3 clusters Score -7067947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7067949.500000 Penalty: 5234.648438
	Iteration 81Q: 3 clusters Score -7067950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7067949.500000 Penalty: 5234.648438
	Iteration 82Q: 3 clusters Score -7067950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -7067962.500000 Penalty: 5234.648438
	Iteration 83Q: 3 clusters Score -7067962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7067954.000000 Penalty: 5234.648438
	Iteration 84Q: 3 clusters Score -7067954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -7067962.500000 Penalty: 5234.648438
	Iteration 85Q: 3 clusters Score -7067962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7067972.500000 Penalty: 5234.648438
	Iteration 86Q: 3 clusters Score -7067972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -7067972.000000 Penalty: 5234.648438
	Iteration 87Q: 3 clusters Score -7067972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7067968.500000 Penalty: 5234.648438
	Iteration 88Q: 3 clusters Score -7067968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -7067960.500000 Penalty: 5234.648438
	Iteration 89Q: 3 clusters Score -7067960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7067962.000000 Penalty: 5234.648438
	Iteration 90Q: 3 clusters Score -7067962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7067964.000000 Penalty: 5234.648438
	Iteration 91Q: 3 clusters Score -7067964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -7067968.500000 Penalty: 5234.648438
	Iteration 92Q: 3 clusters Score -7067968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7067959.000000 Penalty: 5234.648438
	Iteration 93Q: 3 clusters Score -7067959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7067963.500000 Penalty: 5234.648438
	Iteration 94Q: 3 clusters Score -7067964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7067967.000000 Penalty: 5234.648438
	Iteration 95Q: 3 clusters Score -7067967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7067971.000000 Penalty: 5234.648438
	Iteration 96Q: 3 clusters Score -7067971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7067973.000000 Penalty: 5234.648438
	Iteration 97Q: 3 clusters Score -7067973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7067971.000000 Penalty: 5234.648438
	Iteration 98Q: 3 clusters Score -7067971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -7067972.000000 Penalty: 5234.648438
	Iteration 99Q: 3 clusters Score -7067972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7067967.500000 Penalty: 5234.648438
	Iteration 100F: 3 clusters Score -7067968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Entering Unmasked Estep 
Score: -5145617.000000 Penalty: 2545.711670
	Iteration 0F: 2 clusters Score -5145617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -5125983.500000 Penalty: 5091.423340
	Iteration 0F: 3 clusters Score -5125984 nChanged 12875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -5132806.500000 Penalty: 5091.423340
	Iteration 1F: 3 clusters Score -5132806 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -5133182.000000 Penalty: 5091.423340
	Iteration 2Q: 3 clusters Score -5133182 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -5133517.500000 Penalty: 5091.423340
	Iteration 3Q: 3 clusters Score -5133518 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -5133835.500000 Penalty: 5091.423340
	Iteration 4Q: 3 clusters Score -5133836 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -5134198.000000 Penalty: 5091.423340
	Iteration 5Q: 3 clusters Score -5134198 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -5134640.500000 Penalty: 5091.423340
	Iteration 6Q: 3 clusters Score -5134640 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -5135311.500000 Penalty: 5091.423340
	Iteration 7Q: 3 clusters Score -5135312 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -5136211.500000 Penalty: 5091.423340
	Iteration 8F: 3 clusters Score -5136212 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -5137474.000000 Penalty: 5091.423340
	Iteration 9F: 3 clusters Score -5137474 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -5138940.000000 Penalty: 5091.423340
	Iteration 10F: 3 clusters Score -5138940 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -5140373.500000 Penalty: 5091.423340
	Iteration 11F: 3 clusters Score -5140374 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5141624.000000 Penalty: 5091.423340
	Iteration 12Q: 3 clusters Score -5141624 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5142417.000000 Penalty: 5091.423340
	Iteration 13Q: 3 clusters Score -5142417 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -5142855.000000 Penalty: 5091.423340
	Iteration 14Q: 3 clusters Score -5142855 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5143086.500000 Penalty: 5091.423340
	Iteration 15Q: 3 clusters Score -5143086 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5143212.000000 Penalty: 5091.423340
	Iteration 16Q: 3 clusters Score -5143212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5143252.500000 Penalty: 5091.423340
	Iteration 17Q: 3 clusters Score -5143252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5143282.000000 Penalty: 5091.423340
	Iteration 18Q: 3 clusters Score -5143282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5143317.500000 Penalty: 5091.423340
	Iteration 19Q: 3 clusters Score -5143318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -5143336.000000 Penalty: 5091.423340
	Iteration 20F: 3 clusters Score -5143336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5143354.000000 Penalty: 5091.423340
	Iteration 21Q: 3 clusters Score -5143354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5143366.500000 Penalty: 5091.423340
	Iteration 22Q: 3 clusters Score -5143366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5143371.000000 Penalty: 5091.423340
	Iteration 23Q: 3 clusters Score -5143371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5143378.000000 Penalty: 5091.423340
	Iteration 24Q: 3 clusters Score -5143378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5143399.500000 Penalty: 5091.423340
	Iteration 25Q: 3 clusters Score -5143400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5143411.500000 Penalty: 5091.423340
	Iteration 26Q: 3 clusters Score -5143412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5143414.000000 Penalty: 5091.423340
	Iteration 27Q: 3 clusters Score -5143414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5143414.500000 Penalty: 5091.423340
	Iteration 28Q: 3 clusters Score -5143414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5143418.000000 Penalty: 5091.423340
	Iteration 29Q: 3 clusters Score -5143418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5143416.000000 Penalty: 5091.423340
	Iteration 30Q: 3 clusters Score -5143416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5143422.000000 Penalty: 5091.423340
	Iteration 31Q: 3 clusters Score -5143422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5143419.500000 Penalty: 5091.423340
	Iteration 32Q: 3 clusters Score -5143420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5143421.500000 Penalty: 5091.423340
	Iteration 33Q: 3 clusters Score -5143422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5143431.500000 Penalty: 5091.423340
	Iteration 34Q: 3 clusters Score -5143432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5143427.500000 Penalty: 5091.423340
	Iteration 35Q: 3 clusters Score -5143428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5143432.000000 Penalty: 5091.423340
	Iteration 36Q: 3 clusters Score -5143432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5143432.500000 Penalty: 5091.423340
	Iteration 37Q: 3 clusters Score -5143432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5143436.000000 Penalty: 5091.423340
	Iteration 38Q: 3 clusters Score -5143436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5143436.000000 Penalty: 5091.423340
	Iteration 39F: 3 clusters Score -5143436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -171602.906250 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -171602.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -169660.218750 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -169660.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -170081.500000 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -170081.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -170259.531250 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -170259.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -170376.593750 Penalty: 3468.535645
	Iteration 3F: 3 clusters Score -170376.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -170483.750000 Penalty: 3468.535645
	Iteration 4Q: 3 clusters Score -170483.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -170600.687500 Penalty: 3468.535645
	Iteration 5Q: 3 clusters Score -170600.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -170675.984375 Penalty: 3468.535645
	Iteration 6Q: 3 clusters Score -170676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -170729.312500 Penalty: 3468.535645
	Iteration 7Q: 3 clusters Score -170729.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -170776.750000 Penalty: 3468.535645
	Iteration 8Q: 3 clusters Score -170776.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -170829.156250 Penalty: 3468.535645
	Iteration 9Q: 3 clusters Score -170829.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -170890.187500 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -170890.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -170944.687500 Penalty: 3468.535645
	Iteration 11Q: 3 clusters Score -170944.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -170984.312500 Penalty: 3468.535645
	Iteration 12Q: 3 clusters Score -170984.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -171022.437500 Penalty: 3468.535645
	Iteration 13Q: 3 clusters Score -171022.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -171047.687500 Penalty: 3468.535645
	Iteration 14Q: 3 clusters Score -171047.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -171070.546875 Penalty: 3468.535645
	Iteration 15Q: 3 clusters Score -171070.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -171095.187500 Penalty: 3468.535645
	Iteration 16Q: 3 clusters Score -171095.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -171108.859375 Penalty: 3468.535645
	Iteration 17Q: 3 clusters Score -171108.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -171137.718750 Penalty: 3468.535645
	Iteration 18Q: 3 clusters Score -171137.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -171183.265625 Penalty: 3468.535645
	Iteration 19Q: 3 clusters Score -171183.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -171198.296875 Penalty: 3468.535645
	Iteration 20F: 3 clusters Score -171198.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -171209.312500 Penalty: 3468.535645
	Iteration 21Q: 3 clusters Score -171209.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -171210.000000 Penalty: 3468.535645
	Iteration 22Q: 3 clusters Score -171210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -171210.000000 Penalty: 3468.535645
	Iteration 23F: 3 clusters Score -171210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Entering Unmasked Estep 
Score: -8171433.500000 Penalty: 2650.958984
	Iteration 0F: 2 clusters Score -8171434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -8142494.500000 Penalty: 5301.917969
	Iteration 0F: 3 clusters Score -8142494 nChanged 20144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -8153919.000000 Penalty: 5301.917969
	Iteration 1F: 3 clusters Score -8153919 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -8154470.500000 Penalty: 5301.917969
	Iteration 2Q: 3 clusters Score -8154470 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -8155043.000000 Penalty: 5301.917969
	Iteration 3Q: 3 clusters Score -8155043 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -8155745.000000 Penalty: 5301.917969
	Iteration 4Q: 3 clusters Score -8155745 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -8156597.500000 Penalty: 5301.917969
	Iteration 5Q: 3 clusters Score -8156598 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -8157818.500000 Penalty: 5301.917969
	Iteration 6F: 3 clusters Score -8157818 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -8159452.500000 Penalty: 5301.917969
	Iteration 7F: 3 clusters Score -8159452 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -8161545.500000 Penalty: 5301.917969
	Iteration 8F: 3 clusters Score -8161546 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -8163723.000000 Penalty: 5301.917969
	Iteration 9F: 3 clusters Score -8163723 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -8165399.000000 Penalty: 5301.917969
	Iteration 10F: 3 clusters Score -8165399 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -8166448.000000 Penalty: 5301.917969
	Iteration 11Q: 3 clusters Score -8166448 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -8166844.000000 Penalty: 5301.917969
	Iteration 12Q: 3 clusters Score -8166844 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -8167159.000000 Penalty: 5301.917969
	Iteration 13Q: 3 clusters Score -8167159 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -8167345.500000 Penalty: 5301.917969
	Iteration 14Q: 3 clusters Score -8167346 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33954 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -8167513.000000 Penalty: 5301.917969
	Iteration 15Q: 3 clusters Score -8167513 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -8167661.500000 Penalty: 5301.917969
	Iteration 16Q: 3 clusters Score -8167662 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -8167858.500000 Penalty: 5301.917969
	Iteration 17Q: 3 clusters Score -8167858 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -8168069.000000 Penalty: 5301.917969
	Iteration 18Q: 3 clusters Score -8168069 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -8168225.500000 Penalty: 5301.917969
	Iteration 19Q: 3 clusters Score -8168226 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -8168315.000000 Penalty: 5301.917969
	Iteration 20F: 3 clusters Score -8168315 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -8168445.000000 Penalty: 5301.917969
	Iteration 21Q: 3 clusters Score -8168445 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -8168523.500000 Penalty: 5301.917969
	Iteration 22Q: 3 clusters Score -8168524 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -8168652.500000 Penalty: 5301.917969
	Iteration 23Q: 3 clusters Score -8168652 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -8168779.000000 Penalty: 5301.917969
	Iteration 24Q: 3 clusters Score -8168779 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -8168851.000000 Penalty: 5301.917969
	Iteration 25Q: 3 clusters Score -8168851 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -8168963.500000 Penalty: 5301.917969
	Iteration 26Q: 3 clusters Score -8168964 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -8169023.500000 Penalty: 5301.917969
	Iteration 27Q: 3 clusters Score -8169024 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -8169079.000000 Penalty: 5301.917969
	Iteration 28Q: 3 clusters Score -8169079 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -8169126.000000 Penalty: 5301.917969
	Iteration 29Q: 3 clusters Score -8169126 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -8169211.000000 Penalty: 5301.917969
	Iteration 30Q: 3 clusters Score -8169211 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -8169276.000000 Penalty: 5301.917969
	Iteration 31Q: 3 clusters Score -8169276 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -8169336.000000 Penalty: 5301.917969
	Iteration 32Q: 3 clusters Score -8169336 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -8169425.500000 Penalty: 5301.917969
	Iteration 33Q: 3 clusters Score -8169426 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -8169481.500000 Penalty: 5301.917969
	Iteration 34Q: 3 clusters Score -8169482 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -8169494.000000 Penalty: 5301.917969
	Iteration 35Q: 3 clusters Score -8169494 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -8169543.000000 Penalty: 5301.917969
	Iteration 36Q: 3 clusters Score -8169543 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -8169560.500000 Penalty: 5301.917969
	Iteration 37Q: 3 clusters Score -8169560 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8169574.000000 Penalty: 5301.917969
	Iteration 38Q: 3 clusters Score -8169574 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8169610.000000 Penalty: 5301.917969
	Iteration 39Q: 3 clusters Score -8169610 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -8169651.500000 Penalty: 5301.917969
	Iteration 40F: 3 clusters Score -8169652 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -8169658.000000 Penalty: 5301.917969
	Iteration 41Q: 3 clusters Score -8169658 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8169678.000000 Penalty: 5301.917969
	Iteration 42Q: 3 clusters Score -8169678 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8169681.500000 Penalty: 5301.917969
	Iteration 43Q: 3 clusters Score -8169682 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8169713.500000 Penalty: 5301.917969
	Iteration 44Q: 3 clusters Score -8169714 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8169737.000000 Penalty: 5301.917969
	Iteration 45Q: 3 clusters Score -8169737 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8169716.000000 Penalty: 5301.917969
	Iteration 46Q: 3 clusters Score -8169716 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8169742.000000 Penalty: 5301.917969
	Iteration 47Q: 3 clusters Score -8169742 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8169754.500000 Penalty: 5301.917969
	Iteration 48Q: 3 clusters Score -8169754 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8169753.000000 Penalty: 5301.917969
	Iteration 49Q: 3 clusters Score -8169753 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8169760.500000 Penalty: 5301.917969
	Iteration 50Q: 3 clusters Score -8169760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8169743.500000 Penalty: 5301.917969
	Iteration 51Q: 3 clusters Score -8169744 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8169728.500000 Penalty: 5301.917969
	Iteration 52Q: 3 clusters Score -8169728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8169737.500000 Penalty: 5301.917969
	Iteration 53Q: 3 clusters Score -8169738 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8169721.000000 Penalty: 5301.917969
	Iteration 54Q: 3 clusters Score -8169721 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8169725.000000 Penalty: 5301.917969
	Iteration 55Q: 3 clusters Score -8169725 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8169705.500000 Penalty: 5301.917969
	Iteration 56Q: 3 clusters Score -8169706 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8169700.000000 Penalty: 5301.917969
	Iteration 57Q: 3 clusters Score -8169700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8169697.500000 Penalty: 5301.917969
	Iteration 58Q: 3 clusters Score -8169698 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8169696.500000 Penalty: 5301.917969
	Iteration 59Q: 3 clusters Score -8169696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8169709.000000 Penalty: 5301.917969
	Iteration 60F: 3 clusters Score -8169709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8169709.000000 Penalty: 5301.917969
	Iteration 61Q: 3 clusters Score -8169709 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8169693.000000 Penalty: 5301.917969
	Iteration 62Q: 3 clusters Score -8169693 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8169690.500000 Penalty: 5301.917969
	Iteration 63Q: 3 clusters Score -8169690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8169691.500000 Penalty: 5301.917969
	Iteration 64Q: 3 clusters Score -8169692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8169704.000000 Penalty: 5301.917969
	Iteration 65Q: 3 clusters Score -8169704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8169707.500000 Penalty: 5301.917969
	Iteration 66Q: 3 clusters Score -8169708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8169704.000000 Penalty: 5301.917969
	Iteration 67Q: 3 clusters Score -8169704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8169707.000000 Penalty: 5301.917969
	Iteration 68Q: 3 clusters Score -8169707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8169707.500000 Penalty: 5301.917969
	Iteration 69Q: 3 clusters Score -8169708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8169706.500000 Penalty: 5301.917969
	Iteration 70Q: 3 clusters Score -8169706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8169704.500000 Penalty: 5301.917969
	Iteration 71Q: 3 clusters Score -8169704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8169705.500000 Penalty: 5301.917969
	Iteration 72Q: 3 clusters Score -8169706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8169686.000000 Penalty: 5301.917969
	Iteration 73Q: 3 clusters Score -8169686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8169700.000000 Penalty: 5301.917969
	Iteration 74Q: 3 clusters Score -8169700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8169699.500000 Penalty: 5301.917969
	Iteration 75Q: 3 clusters Score -8169700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8169695.500000 Penalty: 5301.917969
	Iteration 76Q: 3 clusters Score -8169696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8169695.500000 Penalty: 5301.917969
	Iteration 77Q: 3 clusters Score -8169696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8169699.500000 Penalty: 5301.917969
	Iteration 78Q: 3 clusters Score -8169700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8169709.000000 Penalty: 5301.917969
	Iteration 79Q: 3 clusters Score -8169709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8169699.000000 Penalty: 5301.917969
	Iteration 80F: 3 clusters Score -8169699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8169703.000000 Penalty: 5301.917969
	Iteration 81Q: 3 clusters Score -8169703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8169701.000000 Penalty: 5301.917969
	Iteration 82Q: 3 clusters Score -8169701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8169701.000000 Penalty: 5301.917969
	Iteration 83F: 3 clusters Score -8169701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Entering Unmasked Estep 
Score: -7423647.000000 Penalty: 2630.997314
	Iteration 0F: 2 clusters Score -7423647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -7396304.500000 Penalty: 5261.994629
	Iteration 0F: 3 clusters Score -7396304 nChanged 18402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -7406605.500000 Penalty: 5261.994629
	Iteration 1F: 3 clusters Score -7406606 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -7407062.500000 Penalty: 5261.994629
	Iteration 2Q: 3 clusters Score -7407062 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -7407543.500000 Penalty: 5261.994629
	Iteration 3Q: 3 clusters Score -7407544 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -7408114.000000 Penalty: 5261.994629
	Iteration 4Q: 3 clusters Score -7408114 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -7408998.500000 Penalty: 5261.994629
	Iteration 5Q: 3 clusters Score -7408998 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -7410354.500000 Penalty: 5261.994629
	Iteration 6F: 3 clusters Score -7410354 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -7412585.500000 Penalty: 5261.994629
	Iteration 7F: 3 clusters Score -7412586 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -7415519.500000 Penalty: 5261.994629
	Iteration 8F: 3 clusters Score -7415520 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -7418335.000000 Penalty: 5261.994629
	Iteration 9F: 3 clusters Score -7418335 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -7420003.500000 Penalty: 5261.994629
	Iteration 10Q: 3 clusters Score -7420004 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -7420749.500000 Penalty: 5261.994629
	Iteration 11Q: 3 clusters Score -7420750 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -7421034.500000 Penalty: 5261.994629
	Iteration 12Q: 3 clusters Score -7421034 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -7421177.500000 Penalty: 5261.994629
	Iteration 13Q: 3 clusters Score -7421178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -7421234.000000 Penalty: 5261.994629
	Iteration 14Q: 3 clusters Score -7421234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -7421260.000000 Penalty: 5261.994629
	Iteration 15Q: 3 clusters Score -7421260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -7421274.000000 Penalty: 5261.994629
	Iteration 16Q: 3 clusters Score -7421274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -7421282.500000 Penalty: 5261.994629
	Iteration 17Q: 3 clusters Score -7421282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -7421283.000000 Penalty: 5261.994629
	Iteration 18Q: 3 clusters Score -7421283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -7421282.500000 Penalty: 5261.994629
	Iteration 19Q: 3 clusters Score -7421282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -7421287.500000 Penalty: 5261.994629
	Iteration 20F: 3 clusters Score -7421288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47779 members 
Mstep: Class 2 contains 39647 members 
Mstep: Class 3 contains 42119 members 
Mstep: Class 4 contains 47190 members 
Mstep: Class 5 contains 48410 members 
Mstep: Class 6 contains 48641 members 
Mstep: Class 7 contains 46456 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46753 members 
Mstep: Class 11 contains 42444 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40737 members 
Mstep: Class 15 contains 41681 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 45196 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38320 members 
Mstep: Class 21 contains 28709 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43886 members 
Mstep: Class 24 contains 40492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943128.000000 Penalty: 80096.007812
Iteration 319Q: 25 clusters Score -1.269431e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 39554 members 
Mstep: Class 3 contains 42090 members 
Mstep: Class 4 contains 47194 members 
Mstep: Class 5 contains 48437 members 
Mstep: Class 6 contains 48628 members 
Mstep: Class 7 contains 46444 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46774 members 
Mstep: Class 11 contains 42443 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40748 members 
Mstep: Class 15 contains 41697 members 
Mstep: Class 16 contains 3457 members 
Mstep: Class 17 contains 45257 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38277 members 
Mstep: Class 21 contains 28711 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43886 members 
Mstep: Class 24 contains 40479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943032.000000 Penalty: 80096.007812
Iteration 320F: 25 clusters Score -1.26943e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 39481 members 
Mstep: Class 3 contains 42059 members 
Mstep: Class 4 contains 47215 members 
Mstep: Class 5 contains 48496 members 
Mstep: Class 6 contains 48632 members 
Mstep: Class 7 contains 46426 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46800 members 
Mstep: Class 11 contains 42435 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40754 members 
Mstep: Class 15 contains 41689 members 
Mstep: Class 16 contains 3453 members 
Mstep: Class 17 contains 45293 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38242 members 
Mstep: Class 21 contains 28707 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43889 members 
Mstep: Class 24 contains 40444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943176.000000 Penalty: 80096.007812
Iteration 321Q: 25 clusters Score -1.269432e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 39380 members 
Mstep: Class 3 contains 42051 members 
Mstep: Class 4 contains 47227 members 
Mstep: Class 5 contains 48564 members 
Mstep: Class 6 contains 48635 members 
Mstep: Class 7 contains 46412 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46800 members 
Mstep: Class 11 contains 42428 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40766 members 
Mstep: Class 15 contains 41701 members 
Mstep: Class 16 contains 3451 members 
Mstep: Class 17 contains 45343 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38219 members 
Mstep: Class 21 contains 28708 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43877 members 
Mstep: Class 24 contains 40404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943088.000000 Penalty: 80096.007812
Iteration 322Q: 25 clusters Score -1.269431e+08 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 39263 members 
Mstep: Class 3 contains 42055 members 
Mstep: Class 4 contains 47214 members 
Mstep: Class 5 contains 48651 members 
Mstep: Class 6 contains 48661 members 
Mstep: Class 7 contains 46397 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46809 members 
Mstep: Class 11 contains 42422 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40764 members 
Mstep: Class 15 contains 41709 members 
Mstep: Class 16 contains 3449 members 
Mstep: Class 17 contains 45392 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38196 members 
Mstep: Class 21 contains 28716 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43838 members 
Mstep: Class 24 contains 40386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942848.000000 Penalty: 80096.007812
Iteration 323Q: 25 clusters Score -1.269428e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 39155 members 
Mstep: Class 3 contains 42060 members 
Mstep: Class 4 contains 47194 members 
Mstep: Class 5 contains 48751 members 
Mstep: Class 6 contains 48680 members 
Mstep: Class 7 contains 46394 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46802 members 
Mstep: Class 11 contains 42424 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40761 members 
Mstep: Class 15 contains 41709 members 
Mstep: Class 16 contains 3449 members 
Mstep: Class 17 contains 45443 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38185 members 
Mstep: Class 21 contains 28715 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43793 members 
Mstep: Class 24 contains 40365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942808.000000 Penalty: 80096.007812
Iteration 324Q: 25 clusters Score -1.269428e+08 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 39034 members 
Mstep: Class 3 contains 42068 members 
Mstep: Class 4 contains 47190 members 
Mstep: Class 5 contains 48842 members 
Mstep: Class 6 contains 48668 members 
Mstep: Class 7 contains 46385 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46826 members 
Mstep: Class 11 contains 42437 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40760 members 
Mstep: Class 15 contains 41706 members 
Mstep: Class 16 contains 3447 members 
Mstep: Class 17 contains 45502 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38161 members 
Mstep: Class 21 contains 28715 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43757 members 
Mstep: Class 24 contains 40364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942496.000000 Penalty: 80096.007812
Iteration 325Q: 25 clusters Score -1.269425e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 38919 members 
Mstep: Class 3 contains 42054 members 
Mstep: Class 4 contains 47184 members 
Mstep: Class 5 contains 48895 members 
Mstep: Class 6 contains 48682 members 
Mstep: Class 7 contains 46379 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46844 members 
Mstep: Class 11 contains 42442 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40768 members 
Mstep: Class 15 contains 41710 members 
Mstep: Class 16 contains 3447 members 
Mstep: Class 17 contains 45534 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38110 members 
Mstep: Class 21 contains 28721 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43765 members 
Mstep: Class 24 contains 40362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942400.000000 Penalty: 80096.007812
Iteration 326Q: 25 clusters Score -1.269424e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 38795 members 
Mstep: Class 3 contains 42060 members 
Mstep: Class 4 contains 47170 members 
Mstep: Class 5 contains 48986 members 
Mstep: Class 6 contains 48684 members 
Mstep: Class 7 contains 46385 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46847 members 
Mstep: Class 11 contains 42453 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40759 members 
Mstep: Class 15 contains 41721 members 
Mstep: Class 16 contains 3448 members 
Mstep: Class 17 contains 45566 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38069 members 
Mstep: Class 21 contains 28726 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43763 members 
Mstep: Class 24 contains 40373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942632.000000 Penalty: 80096.007812
Iteration 327Q: 25 clusters Score -1.269426e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 38689 members 
Mstep: Class 3 contains 42055 members 
Mstep: Class 4 contains 47167 members 
Mstep: Class 5 contains 49055 members 
Mstep: Class 6 contains 48720 members 
Mstep: Class 7 contains 46380 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46847 members 
Mstep: Class 11 contains 42472 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40772 members 
Mstep: Class 15 contains 41701 members 
Mstep: Class 16 contains 3446 members 
Mstep: Class 17 contains 45573 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 38029 members 
Mstep: Class 21 contains 28729 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43757 members 
Mstep: Class 24 contains 40381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942624.000000 Penalty: 80096.007812
Iteration 328Q: 25 clusters Score -1.269426e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 38596 members 
Mstep: Class 3 contains 42046 members 
Mstep: Class 4 contains 47166 members 
Mstep: Class 5 contains 49117 members 
Mstep: Class 6 contains 48733 members 
Mstep: Class 7 contains 46369 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46853 members 
Mstep: Class 11 contains 42474 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40789 members 
Mstep: Class 15 contains 41666 members 
Mstep: Class 16 contains 3445 members 
Mstep: Class 17 contains 45600 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37981 members 
Mstep: Class 21 contains 28736 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43748 members 
Mstep: Class 24 contains 40381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942488.000000 Penalty: 80096.007812
Iteration 329Q: 25 clusters Score -1.269425e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 38522 members 
Mstep: Class 3 contains 42031 members 
Mstep: Class 4 contains 47177 members 
Mstep: Class 5 contains 49168 members 
Mstep: Class 6 contains 48749 members 
Mstep: Class 7 contains 46362 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46834 members 
Mstep: Class 11 contains 42477 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40795 members 
Mstep: Class 15 contains 41633 members 
Mstep: Class 16 contains 3448 members 
Mstep: Class 17 contains 45619 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37933 members 
Mstep: Class 21 contains 28738 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43756 members 
Mstep: Class 24 contains 40385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942456.000000 Penalty: 80096.007812
Iteration 330Q: 25 clusters Score -1.269425e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 38477 members 
Mstep: Class 3 contains 42013 members 
Mstep: Class 4 contains 47176 members 
Mstep: Class 5 contains 49222 members 
Mstep: Class 6 contains 48708 members 
Mstep: Class 7 contains 46339 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46852 members 
Mstep: Class 11 contains 42487 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40797 members 
Mstep: Class 15 contains 41642 members 
Mstep: Class 16 contains 3448 members 
Mstep: Class 17 contains 45604 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37894 members 
Mstep: Class 21 contains 28741 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43755 members 
Mstep: Class 24 contains 40374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942696.000000 Penalty: 80096.007812
Iteration 331Q: 25 clusters Score -1.269427e+08 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 38412 members 
Mstep: Class 3 contains 42005 members 
Mstep: Class 4 contains 47167 members 
Mstep: Class 5 contains 49283 members 
Mstep: Class 6 contains 48709 members 
Mstep: Class 7 contains 46328 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46875 members 
Mstep: Class 11 contains 42489 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40795 members 
Mstep: Class 15 contains 41682 members 
Mstep: Class 16 contains 3451 members 
Mstep: Class 17 contains 45588 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37844 members 
Mstep: Class 21 contains 28733 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43751 members 
Mstep: Class 24 contains 40352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942568.000000 Penalty: 80096.007812
Iteration 332Q: 25 clusters Score -1.269426e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 38354 members 
Mstep: Class 3 contains 42007 members 
Mstep: Class 4 contains 47158 members 
Mstep: Class 5 contains 49324 members 
Mstep: Class 6 contains 48698 members 
Mstep: Class 7 contains 46309 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46884 members 
Mstep: Class 11 contains 42498 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40802 members 
Mstep: Class 15 contains 41718 members 
Mstep: Class 16 contains 3454 members 
Mstep: Class 17 contains 45570 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37815 members 
Mstep: Class 21 contains 28723 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43751 members 
Mstep: Class 24 contains 40341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942712.000000 Penalty: 80096.007812
Iteration 333Q: 25 clusters Score -1.269427e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 38305 members 
Mstep: Class 3 contains 42005 members 
Mstep: Class 4 contains 47144 members 
Mstep: Class 5 contains 49380 members 
Mstep: Class 6 contains 48678 members 
Mstep: Class 7 contains 46304 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46897 members 
Mstep: Class 11 contains 42522 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40792 members 
Mstep: Class 15 contains 41751 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 45526 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37761 members 
Mstep: Class 21 contains 28713 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43776 members 
Mstep: Class 24 contains 40327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942648.000000 Penalty: 80096.007812
Iteration 334Q: 25 clusters Score -1.269426e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 38231 members 
Mstep: Class 3 contains 41996 members 
Mstep: Class 4 contains 47141 members 
Mstep: Class 5 contains 49430 members 
Mstep: Class 6 contains 48642 members 
Mstep: Class 7 contains 46307 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46868 members 
Mstep: Class 11 contains 42528 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40801 members 
Mstep: Class 15 contains 41759 members 
Mstep: Class 16 contains 3460 members 
Mstep: Class 17 contains 45520 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37713 members 
Mstep: Class 21 contains 28721 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43812 members 
Mstep: Class 24 contains 40325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942848.000000 Penalty: 80096.007812
Iteration 335Q: 25 clusters Score -1.269428e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 38170 members 
Mstep: Class 3 contains 41990 members 
Mstep: Class 4 contains 47133 members 
Mstep: Class 5 contains 49453 members 
Mstep: Class 6 contains 48658 members 
Mstep: Class 7 contains 46297 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46884 members 
Mstep: Class 11 contains 42523 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40788 members 
Mstep: Class 15 contains 41750 members 
Mstep: Class 16 contains 3460 members 
Mstep: Class 17 contains 45526 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37666 members 
Mstep: Class 21 contains 28719 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43848 members 
Mstep: Class 24 contains 40317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942392.000000 Penalty: 80096.007812
Iteration 336Q: 25 clusters Score -1.269424e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 38103 members 
Mstep: Class 3 contains 42001 members 
Mstep: Class 4 contains 47129 members 
Mstep: Class 5 contains 49487 members 
Mstep: Class 6 contains 48664 members 
Mstep: Class 7 contains 46309 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46897 members 
Mstep: Class 11 contains 42525 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40765 members 
Mstep: Class 15 contains 41736 members 
Mstep: Class 16 contains 3461 members 
Mstep: Class 17 contains 45514 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37624 members 
Mstep: Class 21 contains 28730 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 40314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942056.000000 Penalty: 80096.007812
Iteration 337Q: 25 clusters Score -1.269421e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 38065 members 
Mstep: Class 3 contains 42014 members 
Mstep: Class 4 contains 47134 members 
Mstep: Class 5 contains 49470 members 
Mstep: Class 6 contains 48647 members 
Mstep: Class 7 contains 46313 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46893 members 
Mstep: Class 11 contains 42505 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40767 members 
Mstep: Class 15 contains 41727 members 
Mstep: Class 16 contains 3465 members 
Mstep: Class 17 contains 45528 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37587 members 
Mstep: Class 21 contains 28730 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43869 members 
Mstep: Class 24 contains 40300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942224.000000 Penalty: 80096.007812
Iteration 338Q: 25 clusters Score -1.269422e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 38038 members 
Mstep: Class 3 contains 42015 members 
Mstep: Class 4 contains 47135 members 
Mstep: Class 5 contains 49451 members 
Mstep: Class 6 contains 48632 members 
Mstep: Class 7 contains 46307 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46889 members 
Mstep: Class 11 contains 42498 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40781 members 
Mstep: Class 15 contains 41729 members 
Mstep: Class 16 contains 3465 members 
Mstep: Class 17 contains 45558 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37562 members 
Mstep: Class 21 contains 28731 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43862 members 
Mstep: Class 24 contains 40292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942056.000000 Penalty: 80096.007812
Iteration 339Q: 25 clusters Score -1.269421e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 38002 members 
Mstep: Class 3 contains 42010 members 
Mstep: Class 4 contains 47137 members 
Mstep: Class 5 contains 49447 members 
Mstep: Class 6 contains 48624 members 
Mstep: Class 7 contains 46314 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46918 members 
Mstep: Class 11 contains 42505 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40784 members 
Mstep: Class 15 contains 41713 members 
Mstep: Class 16 contains 3468 members 
Mstep: Class 17 contains 45563 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37538 members 
Mstep: Class 21 contains 28731 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43837 members 
Mstep: Class 24 contains 40279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941928.000000 Penalty: 80096.007812
Iteration 340F: 25 clusters Score -1.269419e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 37959 members 
Mstep: Class 3 contains 41990 members 
Mstep: Class 4 contains 47135 members 
Mstep: Class 5 contains 49425 members 
Mstep: Class 6 contains 48618 members 
Mstep: Class 7 contains 46315 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46942 members 
Mstep: Class 11 contains 42514 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40790 members 
Mstep: Class 15 contains 41696 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 45580 members 
Mstep: Class 18 contains 2454 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37541 members 
Mstep: Class 21 contains 28731 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43808 members 
Mstep: Class 24 contains 40283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941736.000000 Penalty: 80096.007812
Iteration 341Q: 25 clusters Score -1.269417e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 37931 members 
Mstep: Class 3 contains 41954 members 
Mstep: Class 4 contains 47131 members 
Mstep: Class 5 contains 49411 members 
Mstep: Class 6 contains 48643 members 
Mstep: Class 7 contains 46316 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46932 members 
Mstep: Class 11 contains 42514 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40803 members 
Mstep: Class 15 contains 41697 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 45584 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37541 members 
Mstep: Class 21 contains 28737 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43780 members 
Mstep: Class 24 contains 40284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941592.000000 Penalty: 80096.007812
Iteration 342Q: 25 clusters Score -1.269416e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 37915 members 
Mstep: Class 3 contains 41925 members 
Mstep: Class 4 contains 47127 members 
Mstep: Class 5 contains 49420 members 
Mstep: Class 6 contains 48639 members 
Mstep: Class 7 contains 46318 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46931 members 
Mstep: Class 11 contains 42515 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40819 members 
Mstep: Class 15 contains 41686 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 45611 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37526 members 
Mstep: Class 21 contains 28740 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43774 members 
Mstep: Class 24 contains 40284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941840.000000 Penalty: 80096.007812
Iteration 343Q: 25 clusters Score -1.269418e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49232 members 
Mstep: Class 2 contains 37909 members 
Mstep: Class 3 contains 41911 members 
Mstep: Class 4 contains 47105 members 
Mstep: Class 5 contains 49441 members 
Mstep: Class 6 contains 48653 members 
Mstep: Class 7 contains 46327 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46934 members 
Mstep: Class 11 contains 42499 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40829 members 
Mstep: Class 15 contains 41670 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 45618 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37515 members 
Mstep: Class 21 contains 28743 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43769 members 
Mstep: Class 24 contains 40291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941560.000000 Penalty: 80096.007812
Iteration 344Q: 25 clusters Score -1.269416e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 37909 members 
Mstep: Class 3 contains 41897 members 
Mstep: Class 4 contains 47103 members 
Mstep: Class 5 contains 49381 members 
Mstep: Class 6 contains 48640 members 
Mstep: Class 7 contains 46337 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46940 members 
Mstep: Class 11 contains 42476 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40832 members 
Mstep: Class 15 contains 41680 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 45635 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37505 members 
Mstep: Class 21 contains 28749 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43804 members 
Mstep: Class 24 contains 40298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941712.000000 Penalty: 80096.007812
Iteration 345Q: 25 clusters Score -1.269417e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 37905 members 
Mstep: Class 3 contains 41902 members 
Mstep: Class 4 contains 47103 members 
Mstep: Class 5 contains 49362 members 
Mstep: Class 6 contains 48660 members 
Mstep: Class 7 contains 46332 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46945 members 
Mstep: Class 11 contains 42467 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40845 members 
Mstep: Class 15 contains 41668 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 45636 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37490 members 
Mstep: Class 21 contains 28748 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43799 members 
Mstep: Class 24 contains 40303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941616.000000 Penalty: 80096.007812
Iteration 346Q: 25 clusters Score -1.269416e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 37895 members 
Mstep: Class 3 contains 41900 members 
Mstep: Class 4 contains 47100 members 
Mstep: Class 5 contains 49363 members 
Mstep: Class 6 contains 48627 members 
Mstep: Class 7 contains 46320 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46966 members 
Mstep: Class 11 contains 42462 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40853 members 
Mstep: Class 15 contains 41639 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 45645 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37467 members 
Mstep: Class 21 contains 28748 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43815 members 
Mstep: Class 24 contains 40309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941688.000000 Penalty: 80096.007812
Iteration 347Q: 25 clusters Score -1.269417e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 37884 members 
Mstep: Class 3 contains 41914 members 
Mstep: Class 4 contains 47100 members 
Mstep: Class 5 contains 49353 members 
Mstep: Class 6 contains 48607 members 
Mstep: Class 7 contains 46322 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46991 members 
Mstep: Class 11 contains 42460 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40851 members 
Mstep: Class 15 contains 41618 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 45653 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37447 members 
Mstep: Class 21 contains 28747 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43817 members 
Mstep: Class 24 contains 40316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941712.000000 Penalty: 80096.007812
Iteration 348Q: 25 clusters Score -1.269417e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 37883 members 
Mstep: Class 3 contains 41926 members 
Mstep: Class 4 contains 47089 members 
Mstep: Class 5 contains 49363 members 
Mstep: Class 6 contains 48648 members 
Mstep: Class 7 contains 46318 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46989 members 
Mstep: Class 11 contains 42458 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40850 members 
Mstep: Class 15 contains 41593 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 17 contains 45682 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37414 members 
Mstep: Class 21 contains 28753 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43816 members 
Mstep: Class 24 contains 40319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941560.000000 Penalty: 80096.007812
Iteration 349Q: 25 clusters Score -1.269416e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 37902 members 
Mstep: Class 3 contains 41907 members 
Mstep: Class 4 contains 47083 members 
Mstep: Class 5 contains 49354 members 
Mstep: Class 6 contains 48667 members 
Mstep: Class 7 contains 46319 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46998 members 
Mstep: Class 11 contains 42463 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40857 members 
Mstep: Class 15 contains 41570 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45701 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37390 members 
Mstep: Class 21 contains 28760 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43826 members 
Mstep: Class 24 contains 40318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941616.000000 Penalty: 80096.007812
Iteration 350Q: 25 clusters Score -1.269416e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 37919 members 
Mstep: Class 3 contains 41873 members 
Mstep: Class 4 contains 47090 members 
Mstep: Class 5 contains 49332 members 
Mstep: Class 6 contains 48675 members 
Mstep: Class 7 contains 46328 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47027 members 
Mstep: Class 11 contains 42450 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40848 members 
Mstep: Class 15 contains 41546 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45718 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37378 members 
Mstep: Class 21 contains 28763 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43815 members 
Mstep: Class 24 contains 40324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941720.000000 Penalty: 80096.007812
Iteration 351Q: 25 clusters Score -1.269417e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 37920 members 
Mstep: Class 3 contains 41864 members 
Mstep: Class 4 contains 47101 members 
Mstep: Class 5 contains 49288 members 
Mstep: Class 6 contains 48696 members 
Mstep: Class 7 contains 46315 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47062 members 
Mstep: Class 11 contains 42444 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40865 members 
Mstep: Class 15 contains 41520 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 45723 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37359 members 
Mstep: Class 21 contains 28768 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43791 members 
Mstep: Class 24 contains 40319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942152.000000 Penalty: 80096.007812
Iteration 352Q: 25 clusters Score -1.269422e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 37932 members 
Mstep: Class 3 contains 41845 members 
Mstep: Class 4 contains 47094 members 
Mstep: Class 5 contains 49287 members 
Mstep: Class 6 contains 48704 members 
Mstep: Class 7 contains 46283 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47069 members 
Mstep: Class 11 contains 42446 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40866 members 
Mstep: Class 15 contains 41488 members 
Mstep: Class 16 contains 3476 members 
Mstep: Class 17 contains 45745 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37350 members 
Mstep: Class 21 contains 28771 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43799 members 
Mstep: Class 24 contains 40319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942032.000000 Penalty: 80096.007812
Iteration 353Q: 25 clusters Score -1.26942e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 37930 members 
Mstep: Class 3 contains 41813 members 
Mstep: Class 4 contains 47085 members 
Mstep: Class 5 contains 49312 members 
Mstep: Class 6 contains 48705 members 
Mstep: Class 7 contains 46283 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47075 members 
Mstep: Class 11 contains 42447 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40860 members 
Mstep: Class 15 contains 41480 members 
Mstep: Class 16 contains 3476 members 
Mstep: Class 17 contains 45749 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37345 members 
Mstep: Class 21 contains 28777 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43775 members 
Mstep: Class 24 contains 40320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942136.000000 Penalty: 80096.007812
Iteration 354Q: 25 clusters Score -1.269421e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 37949 members 
Mstep: Class 3 contains 41800 members 
Mstep: Class 4 contains 47074 members 
Mstep: Class 5 contains 49320 members 
Mstep: Class 6 contains 48681 members 
Mstep: Class 7 contains 46287 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47068 members 
Mstep: Class 11 contains 42443 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40849 members 
Mstep: Class 15 contains 41477 members 
Mstep: Class 16 contains 3476 members 
Mstep: Class 17 contains 45784 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37328 members 
Mstep: Class 21 contains 28776 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43755 members 
Mstep: Class 24 contains 40315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942336.000000 Penalty: 80096.007812
Iteration 355Q: 25 clusters Score -1.269423e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 37962 members 
Mstep: Class 3 contains 41780 members 
Mstep: Class 4 contains 47075 members 
Mstep: Class 5 contains 49353 members 
Mstep: Class 6 contains 48667 members 
Mstep: Class 7 contains 46276 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47076 members 
Mstep: Class 11 contains 42436 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40836 members 
Mstep: Class 15 contains 41483 members 
Mstep: Class 16 contains 3476 members 
Mstep: Class 17 contains 45787 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37315 members 
Mstep: Class 21 contains 28775 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43721 members 
Mstep: Class 24 contains 40310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942008.000000 Penalty: 80096.007812
Iteration 356Q: 25 clusters Score -1.26942e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 37982 members 
Mstep: Class 3 contains 41781 members 
Mstep: Class 4 contains 47074 members 
Mstep: Class 5 contains 49389 members 
Mstep: Class 6 contains 48677 members 
Mstep: Class 7 contains 46259 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47079 members 
Mstep: Class 11 contains 42434 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40823 members 
Mstep: Class 15 contains 41478 members 
Mstep: Class 16 contains 3476 members 
Mstep: Class 17 contains 45795 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37305 members 
Mstep: Class 21 contains 28775 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43701 members 
Mstep: Class 24 contains 40323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126941944.000000 Penalty: 80096.007812
Iteration 357Q: 25 clusters Score -1.269419e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 38008 members 
Mstep: Class 3 contains 41775 members 
Mstep: Class 4 contains 47074 members 
Mstep: Class 5 contains 49423 members 
Mstep: Class 6 contains 48677 members 
Mstep: Class 7 contains 46236 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47081 members 
Mstep: Class 11 contains 42429 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40802 members 
Mstep: Class 15 contains 41495 members 
Mstep: Class 16 contains 3476 members 
Mstep: Class 17 contains 45808 members 
Mstep: Class 18 contains 2453 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37298 members 
Mstep: Class 21 contains 28776 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43684 members 
Mstep: Class 24 contains 40310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942072.000000 Penalty: 80096.007812
Iteration 358Q: 25 clusters Score -1.269421e+08 nChanged 1068
Entering ConstructFrom: 
Score: -126942072.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (49598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49598 members 
Entering Unmasked Estep 
Score: -9266180.000000 Penalty: 2681.302979
	Iteration 0F: 2 clusters Score -9266180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -9236988.000000 Penalty: 5362.605957
	Iteration 0F: 3 clusters Score -9236988 nChanged 22754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -9249521.000000 Penalty: 5362.605957
	Iteration 1F: 3 clusters Score -9249521 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -9250044.000000 Penalty: 5362.605957
	Iteration 2Q: 3 clusters Score -9250044 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -9250498.000000 Penalty: 5362.605957
	Iteration 3Q: 3 clusters Score -9250498 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -9251003.000000 Penalty: 5362.605957
	Iteration 4Q: 3 clusters Score -9251003 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -9251782.000000 Penalty: 5362.605957
	Iteration 5Q: 3 clusters Score -9251782 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -9252801.000000 Penalty: 5362.605957
	Iteration 6Q: 3 clusters Score -9252801 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -9254369.000000 Penalty: 5362.605957
	Iteration 7F: 3 clusters Score -9254369 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -9256463.000000 Penalty: 5362.605957
	Iteration 8F: 3 clusters Score -9256463 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -9259047.000000 Penalty: 5362.605957
	Iteration 9F: 3 clusters Score -9259047 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -9261371.000000 Penalty: 5362.605957
	Iteration 10F: 3 clusters Score -9261371 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -9262993.000000 Penalty: 5362.605957
	Iteration 11Q: 3 clusters Score -9262993 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -9263972.000000 Penalty: 5362.605957
	Iteration 12Q: 3 clusters Score -9263972 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -9264418.000000 Penalty: 5362.605957
	Iteration 13Q: 3 clusters Score -9264418 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -9264846.000000 Penalty: 5362.605957
	Iteration 14Q: 3 clusters Score -9264846 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -9265148.000000 Penalty: 5362.605957
	Iteration 15Q: 3 clusters Score -9265148 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -9265386.000000 Penalty: 5362.605957
	Iteration 16Q: 3 clusters Score -9265386 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -9265532.000000 Penalty: 5362.605957
	Iteration 17Q: 3 clusters Score -9265532 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -9265601.000000 Penalty: 5362.605957
	Iteration 18Q: 3 clusters Score -9265601 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -9265698.000000 Penalty: 5362.605957
	Iteration 19Q: 3 clusters Score -9265698 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -9265674.000000 Penalty: 5362.605957
	Iteration 20F: 3 clusters Score -9265674 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -9265663.000000 Penalty: 5362.605957
	Iteration 21Q: 3 clusters Score -9265663 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -9265677.000000 Penalty: 5362.605957
	Iteration 22Q: 3 clusters Score -9265677 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -9265616.000000 Penalty: 5362.605957
	Iteration 23Q: 3 clusters Score -9265616 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -9265588.000000 Penalty: 5362.605957
	Iteration 24Q: 3 clusters Score -9265588 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -9265583.000000 Penalty: 5362.605957
	Iteration 25Q: 3 clusters Score -9265583 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -9265541.000000 Penalty: 5362.605957
	Iteration 26Q: 3 clusters Score -9265541 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -9265412.000000 Penalty: 5362.605957
	Iteration 27Q: 3 clusters Score -9265412 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -9265329.000000 Penalty: 5362.605957
	Iteration 28Q: 3 clusters Score -9265329 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9265217.000000 Penalty: 5362.605957
	Iteration 29Q: 3 clusters Score -9265217 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9265115.000000 Penalty: 5362.605957
	Iteration 30Q: 3 clusters Score -9265115 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -9265045.000000 Penalty: 5362.605957
	Iteration 31Q: 3 clusters Score -9265045 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9264994.000000 Penalty: 5362.605957
	Iteration 32Q: 3 clusters Score -9264994 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -9264918.000000 Penalty: 5362.605957
	Iteration 33Q: 3 clusters Score -9264918 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9264874.000000 Penalty: 5362.605957
	Iteration 34Q: 3 clusters Score -9264874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9264816.000000 Penalty: 5362.605957
	Iteration 35Q: 3 clusters Score -9264816 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9264799.000000 Penalty: 5362.605957
	Iteration 36Q: 3 clusters Score -9264799 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9264764.000000 Penalty: 5362.605957
	Iteration 37Q: 3 clusters Score -9264764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9264746.000000 Penalty: 5362.605957
	Iteration 38Q: 3 clusters Score -9264746 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9264700.000000 Penalty: 5362.605957
	Iteration 39Q: 3 clusters Score -9264700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9264654.000000 Penalty: 5362.605957
	Iteration 40F: 3 clusters Score -9264654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9264634.000000 Penalty: 5362.605957
	Iteration 41Q: 3 clusters Score -9264634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9264603.000000 Penalty: 5362.605957
	Iteration 42Q: 3 clusters Score -9264603 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9264569.000000 Penalty: 5362.605957
	Iteration 43Q: 3 clusters Score -9264569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9264553.000000 Penalty: 5362.605957
	Iteration 44Q: 3 clusters Score -9264553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9264559.000000 Penalty: 5362.605957
	Iteration 45Q: 3 clusters Score -9264559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9264557.000000 Penalty: 5362.605957
	Iteration 46Q: 3 clusters Score -9264557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9264551.000000 Penalty: 5362.605957
	Iteration 47Q: 3 clusters Score -9264551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9264548.000000 Penalty: 5362.605957
	Iteration 48Q: 3 clusters Score -9264548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9264556.000000 Penalty: 5362.605957
	Iteration 49Q: 3 clusters Score -9264556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9264546.000000 Penalty: 5362.605957
	Iteration 50Q: 3 clusters Score -9264546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9264528.000000 Penalty: 5362.605957
	Iteration 51Q: 3 clusters Score -9264528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9264526.000000 Penalty: 5362.605957
	Iteration 52Q: 3 clusters Score -9264526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9264525.000000 Penalty: 5362.605957
	Iteration 53Q: 3 clusters Score -9264525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9264518.000000 Penalty: 5362.605957
	Iteration 54Q: 3 clusters Score -9264518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9264521.000000 Penalty: 5362.605957
	Iteration 55Q: 3 clusters Score -9264521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9264515.000000 Penalty: 5362.605957
	Iteration 56Q: 3 clusters Score -9264515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9264515.000000 Penalty: 5362.605957
	Iteration 57Q: 3 clusters Score -9264515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9264515.000000 Penalty: 5362.605957
	Iteration 58F: 3 clusters Score -9264515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (38058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Entering Unmasked Estep 
Score: -6987006.000000 Penalty: 2615.622803
	Iteration 0F: 2 clusters Score -6987006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -6961111.500000 Penalty: 5231.245605
	Iteration 0F: 3 clusters Score -6961112 nChanged 17400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -6970596.000000 Penalty: 5231.245605
	Iteration 1F: 3 clusters Score -6970596 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -6971178.500000 Penalty: 5231.245605
	Iteration 2Q: 3 clusters Score -6971178 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -6971865.500000 Penalty: 5231.245605
	Iteration 3Q: 3 clusters Score -6971866 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -6972799.500000 Penalty: 5231.245605
	Iteration 4Q: 3 clusters Score -6972800 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -6974057.000000 Penalty: 5231.245605
	Iteration 5F: 3 clusters Score -6974057 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -6975551.000000 Penalty: 5231.245605
	Iteration 6F: 3 clusters Score -6975551 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -6977421.500000 Penalty: 5231.245605
	Iteration 7F: 3 clusters Score -6977422 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -6979404.000000 Penalty: 5231.245605
	Iteration 8F: 3 clusters Score -6979404 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -6980914.000000 Penalty: 5231.245605
	Iteration 9F: 3 clusters Score -6980914 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -6981729.000000 Penalty: 5231.245605
	Iteration 10Q: 3 clusters Score -6981729 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -6982230.000000 Penalty: 5231.245605
	Iteration 11Q: 3 clusters Score -6982230 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -6982638.000000 Penalty: 5231.245605
	Iteration 12Q: 3 clusters Score -6982638 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -6982942.000000 Penalty: 5231.245605
	Iteration 13Q: 3 clusters Score -6982942 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -6983286.500000 Penalty: 5231.245605
	Iteration 14Q: 3 clusters Score -6983286 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -6983519.500000 Penalty: 5231.245605
	Iteration 15Q: 3 clusters Score -6983520 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -6983717.500000 Penalty: 5231.245605
	Iteration 16Q: 3 clusters Score -6983718 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -6983876.000000 Penalty: 5231.245605
	Iteration 17Q: 3 clusters Score -6983876 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -6984018.500000 Penalty: 5231.245605
	Iteration 18Q: 3 clusters Score -6984018 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -6984107.000000 Penalty: 5231.245605
	Iteration 19Q: 3 clusters Score -6984107 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -6984203.000000 Penalty: 5231.245605
	Iteration 20F: 3 clusters Score -6984203 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -6984243.500000 Penalty: 5231.245605
	Iteration 21Q: 3 clusters Score -6984244 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -6984315.500000 Penalty: 5231.245605
	Iteration 22Q: 3 clusters Score -6984316 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -6984344.500000 Penalty: 5231.245605
	Iteration 23Q: 3 clusters Score -6984344 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -6984364.500000 Penalty: 5231.245605
	Iteration 24Q: 3 clusters Score -6984364 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -6984436.500000 Penalty: 5231.245605
	Iteration 25Q: 3 clusters Score -6984436 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -6984484.500000 Penalty: 5231.245605
	Iteration 26Q: 3 clusters Score -6984484 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -6984504.000000 Penalty: 5231.245605
	Iteration 27Q: 3 clusters Score -6984504 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -6984555.000000 Penalty: 5231.245605
	Iteration 28Q: 3 clusters Score -6984555 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -6984588.500000 Penalty: 5231.245605
	Iteration 29Q: 3 clusters Score -6984588 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -6984614.500000 Penalty: 5231.245605
	Iteration 30Q: 3 clusters Score -6984614 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -6984654.500000 Penalty: 5231.245605
	Iteration 31Q: 3 clusters Score -6984654 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -6984683.500000 Penalty: 5231.245605
	Iteration 32Q: 3 clusters Score -6984684 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -6984723.500000 Penalty: 5231.245605
	Iteration 33Q: 3 clusters Score -6984724 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -6984764.500000 Penalty: 5231.245605
	Iteration 34Q: 3 clusters Score -6984764 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -6984794.000000 Penalty: 5231.245605
	Iteration 35Q: 3 clusters Score -6984794 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -6984808.500000 Penalty: 5231.245605
	Iteration 36Q: 3 clusters Score -6984808 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -6984834.000000 Penalty: 5231.245605
	Iteration 37Q: 3 clusters Score -6984834 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -6984859.000000 Penalty: 5231.245605
	Iteration 38Q: 3 clusters Score -6984859 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -6984894.500000 Penalty: 5231.245605
	Iteration 39Q: 3 clusters Score -6984894 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -6984886.000000 Penalty: 5231.245605
	Iteration 40F: 3 clusters Score -6984886 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -6984907.000000 Penalty: 5231.245605
	Iteration 41Q: 3 clusters Score -6984907 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -6984945.000000 Penalty: 5231.245605
	Iteration 42Q: 3 clusters Score -6984945 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -6984958.000000 Penalty: 5231.245605
	Iteration 43Q: 3 clusters Score -6984958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -6984978.500000 Penalty: 5231.245605
	Iteration 44Q: 3 clusters Score -6984978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -6984986.000000 Penalty: 5231.245605
	Iteration 45Q: 3 clusters Score -6984986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -6985011.000000 Penalty: 5231.245605
	Iteration 46Q: 3 clusters Score -6985011 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -6985008.500000 Penalty: 5231.245605
	Iteration 47Q: 3 clusters Score -6985008 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -6985019.500000 Penalty: 5231.245605
	Iteration 48Q: 3 clusters Score -6985020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -6985045.500000 Penalty: 5231.245605
	Iteration 49Q: 3 clusters Score -6985046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -6985057.000000 Penalty: 5231.245605
	Iteration 50Q: 3 clusters Score -6985057 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -6985042.000000 Penalty: 5231.245605
	Iteration 51Q: 3 clusters Score -6985042 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -6985047.500000 Penalty: 5231.245605
	Iteration 52Q: 3 clusters Score -6985048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -6985050.000000 Penalty: 5231.245605
	Iteration 53Q: 3 clusters Score -6985050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -6985056.500000 Penalty: 5231.245605
	Iteration 54Q: 3 clusters Score -6985056 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -6985063.000000 Penalty: 5231.245605
	Iteration 55Q: 3 clusters Score -6985063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -6985076.500000 Penalty: 5231.245605
	Iteration 56Q: 3 clusters Score -6985076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -6985085.500000 Penalty: 5231.245605
	Iteration 57Q: 3 clusters Score -6985086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -6985115.500000 Penalty: 5231.245605
	Iteration 58Q: 3 clusters Score -6985116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -6985107.000000 Penalty: 5231.245605
	Iteration 59Q: 3 clusters Score -6985107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -6985113.000000 Penalty: 5231.245605
	Iteration 60F: 3 clusters Score -6985113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -6985103.500000 Penalty: 5231.245605
	Iteration 61Q: 3 clusters Score -6985104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -6985127.000000 Penalty: 5231.245605
	Iteration 62Q: 3 clusters Score -6985127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -6985130.000000 Penalty: 5231.245605
	Iteration 63Q: 3 clusters Score -6985130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -6985129.000000 Penalty: 5231.245605
	Iteration 64Q: 3 clusters Score -6985129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -6985128.500000 Penalty: 5231.245605
	Iteration 65Q: 3 clusters Score -6985128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -6985125.500000 Penalty: 5231.245605
	Iteration 66Q: 3 clusters Score -6985126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -6985136.000000 Penalty: 5231.245605
	Iteration 67Q: 3 clusters Score -6985136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -6985130.000000 Penalty: 5231.245605
	Iteration 68Q: 3 clusters Score -6985130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -6985134.500000 Penalty: 5231.245605
	Iteration 69Q: 3 clusters Score -6985134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -6985130.500000 Penalty: 5231.245605
	Iteration 70Q: 3 clusters Score -6985130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -6985133.500000 Penalty: 5231.245605
	Iteration 71Q: 3 clusters Score -6985134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -6985141.000000 Penalty: 5231.245605
	Iteration 72Q: 3 clusters Score -6985141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -6985139.500000 Penalty: 5231.245605
	Iteration 73Q: 3 clusters Score -6985140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -6985148.000000 Penalty: 5231.245605
	Iteration 74Q: 3 clusters Score -6985148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -6985143.500000 Penalty: 5231.245605
	Iteration 75Q: 3 clusters Score -6985144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -6985139.500000 Penalty: 5231.245605
	Iteration 76Q: 3 clusters Score -6985140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -6985135.500000 Penalty: 5231.245605
	Iteration 77Q: 3 clusters Score -6985136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -6985125.000000 Penalty: 5231.245605
	Iteration 78Q: 3 clusters Score -6985125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -6985127.000000 Penalty: 5231.245605
	Iteration 79Q: 3 clusters Score -6985127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -6985129.500000 Penalty: 5231.245605
	Iteration 80F: 3 clusters Score -6985130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -6985131.500000 Penalty: 5231.245605
	Iteration 81Q: 3 clusters Score -6985132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 34558 members 
Entering Unmasked Estep 
Score: -6985132.500000 Penalty: 5231.245605
	Iteration 82Q: 3 clusters Score -6985132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -6985140.500000 Penalty: 5231.245605
	Iteration 83Q: 3 clusters Score -6985140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -6985137.500000 Penalty: 5231.245605
	Iteration 84Q: 3 clusters Score -6985138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -6985139.500000 Penalty: 5231.245605
	Iteration 85Q: 3 clusters Score -6985140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -6985135.500000 Penalty: 5231.245605
	Iteration 86Q: 3 clusters Score -6985136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -6985141.000000 Penalty: 5231.245605
	Iteration 87Q: 3 clusters Score -6985141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -6985142.000000 Penalty: 5231.245605
	Iteration 88Q: 3 clusters Score -6985142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -6985137.000000 Penalty: 5231.245605
	Iteration 89Q: 3 clusters Score -6985137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
Score: -6985144.000000 Penalty: 5231.245605
	Iteration 90Q: 3 clusters Score -6985144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -6985140.500000 Penalty: 5231.245605
	Iteration 91Q: 3 clusters Score -6985140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -6985142.000000 Penalty: 5231.245605
	Iteration 92Q: 3 clusters Score -6985142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -6985142.000000 Penalty: 5231.245605
	Iteration 93Q: 3 clusters Score -6985142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -6985145.500000 Penalty: 5231.245605
	Iteration 94Q: 3 clusters Score -6985146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -6985139.500000 Penalty: 5231.245605
	Iteration 95Q: 3 clusters Score -6985140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -6985139.500000 Penalty: 5231.245605
	Iteration 96F: 3 clusters Score -6985140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Entering Unmasked Estep 
Score: -7684947.500000 Penalty: 2638.572998
	Iteration 0F: 2 clusters Score -7684948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -7656900.000000 Penalty: 5277.145996
	Iteration 0F: 3 clusters Score -7656900 nChanged 19093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -7667466.500000 Penalty: 5277.145996
	Iteration 1F: 3 clusters Score -7667466 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -7668268.000000 Penalty: 5277.145996
	Iteration 2Q: 3 clusters Score -7668268 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -7669283.000000 Penalty: 5277.145996
	Iteration 3Q: 3 clusters Score -7669283 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -7670673.000000 Penalty: 5277.145996
	Iteration 4F: 3 clusters Score -7670673 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -7672434.500000 Penalty: 5277.145996
	Iteration 5F: 3 clusters Score -7672434 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -7674576.500000 Penalty: 5277.145996
	Iteration 6F: 3 clusters Score -7674576 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -7677049.000000 Penalty: 5277.145996
	Iteration 7F: 3 clusters Score -7677049 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -7679574.500000 Penalty: 5277.145996
	Iteration 8F: 3 clusters Score -7679574 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -7681485.000000 Penalty: 5277.145996
	Iteration 9Q: 3 clusters Score -7681485 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -7682253.000000 Penalty: 5277.145996
	Iteration 10Q: 3 clusters Score -7682253 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -7682605.000000 Penalty: 5277.145996
	Iteration 11Q: 3 clusters Score -7682605 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -7682772.000000 Penalty: 5277.145996
	Iteration 12Q: 3 clusters Score -7682772 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -7682910.500000 Penalty: 5277.145996
	Iteration 13Q: 3 clusters Score -7682910 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -7682971.500000 Penalty: 5277.145996
	Iteration 14Q: 3 clusters Score -7682972 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -7683044.000000 Penalty: 5277.145996
	Iteration 15Q: 3 clusters Score -7683044 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -7683139.000000 Penalty: 5277.145996
	Iteration 16Q: 3 clusters Score -7683139 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -7683189.500000 Penalty: 5277.145996
	Iteration 17Q: 3 clusters Score -7683190 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -7683235.000000 Penalty: 5277.145996
	Iteration 18Q: 3 clusters Score -7683235 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -7683278.500000 Penalty: 5277.145996
	Iteration 19Q: 3 clusters Score -7683278 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -7683347.000000 Penalty: 5277.145996
	Iteration 20F: 3 clusters Score -7683347 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -7683393.500000 Penalty: 5277.145996
	Iteration 21Q: 3 clusters Score -7683394 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -7683433.000000 Penalty: 5277.145996
	Iteration 22Q: 3 clusters Score -7683433 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -7683479.500000 Penalty: 5277.145996
	Iteration 23Q: 3 clusters Score -7683480 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -7683529.500000 Penalty: 5277.145996
	Iteration 24Q: 3 clusters Score -7683530 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -7683569.000000 Penalty: 5277.145996
	Iteration 25Q: 3 clusters Score -7683569 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -7683575.500000 Penalty: 5277.145996
	Iteration 26Q: 3 clusters Score -7683576 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -7683609.000000 Penalty: 5277.145996
	Iteration 27Q: 3 clusters Score -7683609 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -7683615.500000 Penalty: 5277.145996
	Iteration 28Q: 3 clusters Score -7683616 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -7683636.000000 Penalty: 5277.145996
	Iteration 29Q: 3 clusters Score -7683636 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -7683662.500000 Penalty: 5277.145996
	Iteration 30Q: 3 clusters Score -7683662 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -7683709.000000 Penalty: 5277.145996
	Iteration 31Q: 3 clusters Score -7683709 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7683700.000000 Penalty: 5277.145996
	Iteration 32Q: 3 clusters Score -7683700 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -7683718.000000 Penalty: 5277.145996
	Iteration 33Q: 3 clusters Score -7683718 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -7683731.500000 Penalty: 5277.145996
	Iteration 34Q: 3 clusters Score -7683732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -7683757.000000 Penalty: 5277.145996
	Iteration 35Q: 3 clusters Score -7683757 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -7683760.000000 Penalty: 5277.145996
	Iteration 36Q: 3 clusters Score -7683760 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -7683772.500000 Penalty: 5277.145996
	Iteration 37Q: 3 clusters Score -7683772 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -7683785.000000 Penalty: 5277.145996
	Iteration 38Q: 3 clusters Score -7683785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -7683779.000000 Penalty: 5277.145996
	Iteration 39Q: 3 clusters Score -7683779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -7683796.500000 Penalty: 5277.145996
	Iteration 40F: 3 clusters Score -7683796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -7683791.000000 Penalty: 5277.145996
	Iteration 41Q: 3 clusters Score -7683791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -7683816.000000 Penalty: 5277.145996
	Iteration 42Q: 3 clusters Score -7683816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -7683819.000000 Penalty: 5277.145996
	Iteration 43Q: 3 clusters Score -7683819 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -7683831.000000 Penalty: 5277.145996
	Iteration 44Q: 3 clusters Score -7683831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -7683822.000000 Penalty: 5277.145996
	Iteration 45Q: 3 clusters Score -7683822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -7683820.000000 Penalty: 5277.145996
	Iteration 46Q: 3 clusters Score -7683820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -7683821.000000 Penalty: 5277.145996
	Iteration 47Q: 3 clusters Score -7683821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -7683848.500000 Penalty: 5277.145996
	Iteration 48Q: 3 clusters Score -7683848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -7683843.000000 Penalty: 5277.145996
	Iteration 49Q: 3 clusters Score -7683843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -7683860.000000 Penalty: 5277.145996
	Iteration 50Q: 3 clusters Score -7683860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -7683852.500000 Penalty: 5277.145996
	Iteration 51Q: 3 clusters Score -7683852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -7683854.500000 Penalty: 5277.145996
	Iteration 52Q: 3 clusters Score -7683854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -7683865.000000 Penalty: 5277.145996
	Iteration 53Q: 3 clusters Score -7683865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -7683858.000000 Penalty: 5277.145996
	Iteration 54Q: 3 clusters Score -7683858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -7683858.500000 Penalty: 5277.145996
	Iteration 55Q: 3 clusters Score -7683858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -7683859.500000 Penalty: 5277.145996
	Iteration 56Q: 3 clusters Score -7683860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -7683856.500000 Penalty: 5277.145996
	Iteration 57Q: 3 clusters Score -7683856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -7683857.000000 Penalty: 5277.145996
	Iteration 58Q: 3 clusters Score -7683857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -7683854.000000 Penalty: 5277.145996
	Iteration 59Q: 3 clusters Score -7683854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -7683853.000000 Penalty: 5277.145996
	Iteration 60F: 3 clusters Score -7683853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -7683863.500000 Penalty: 5277.145996
	Iteration 61Q: 3 clusters Score -7683864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -7683858.000000 Penalty: 5277.145996
	Iteration 62Q: 3 clusters Score -7683858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -7683867.500000 Penalty: 5277.145996
	Iteration 63Q: 3 clusters Score -7683868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -7683861.000000 Penalty: 5277.145996
	Iteration 64Q: 3 clusters Score -7683861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -7683861.000000 Penalty: 5277.145996
	Iteration 65F: 3 clusters Score -7683861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Entering Unmasked Estep 
Score: -8603928.000000 Penalty: 2668.339600
	Iteration 0F: 2 clusters Score -8603928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -8573576.000000 Penalty: 5336.679199
	Iteration 0F: 3 clusters Score -8573576 nChanged 21580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -8585564.000000 Penalty: 5336.679199
	Iteration 1F: 3 clusters Score -8585564 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -8586115.000000 Penalty: 5336.679199
	Iteration 2Q: 3 clusters Score -8586115 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -8586760.000000 Penalty: 5336.679199
	Iteration 3Q: 3 clusters Score -8586760 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -8587683.000000 Penalty: 5336.679199
	Iteration 4Q: 3 clusters Score -8587683 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -8589105.000000 Penalty: 5336.679199
	Iteration 5Q: 3 clusters Score -8589105 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -8590860.000000 Penalty: 5336.679199
	Iteration 6F: 3 clusters Score -8590860 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -8592745.000000 Penalty: 5336.679199
	Iteration 7F: 3 clusters Score -8592745 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -8594682.000000 Penalty: 5336.679199
	Iteration 8F: 3 clusters Score -8594682 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -8596470.000000 Penalty: 5336.679199
	Iteration 9Q: 3 clusters Score -8596470 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -8598119.000000 Penalty: 5336.679199
	Iteration 10Q: 3 clusters Score -8598119 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -8599347.000000 Penalty: 5336.679199
	Iteration 11Q: 3 clusters Score -8599347 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -8600181.000000 Penalty: 5336.679199
	Iteration 12Q: 3 clusters Score -8600181 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -8600706.000000 Penalty: 5336.679199
	Iteration 13Q: 3 clusters Score -8600706 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8601116.000000 Penalty: 5336.679199
	Iteration 14Q: 3 clusters Score -8601116 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8601347.000000 Penalty: 5336.679199
	Iteration 15Q: 3 clusters Score -8601347 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8601448.000000 Penalty: 5336.679199
	Iteration 16Q: 3 clusters Score -8601448 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8601545.000000 Penalty: 5336.679199
	Iteration 17Q: 3 clusters Score -8601545 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8601633.000000 Penalty: 5336.679199
	Iteration 18Q: 3 clusters Score -8601633 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8601654.000000 Penalty: 5336.679199
	Iteration 19Q: 3 clusters Score -8601654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8601686.000000 Penalty: 5336.679199
	Iteration 20F: 3 clusters Score -8601686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8601714.000000 Penalty: 5336.679199
	Iteration 21Q: 3 clusters Score -8601714 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8601737.000000 Penalty: 5336.679199
	Iteration 22Q: 3 clusters Score -8601737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8601765.000000 Penalty: 5336.679199
	Iteration 23Q: 3 clusters Score -8601765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8601763.000000 Penalty: 5336.679199
	Iteration 24Q: 3 clusters Score -8601763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8601777.000000 Penalty: 5336.679199
	Iteration 25Q: 3 clusters Score -8601777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8601790.000000 Penalty: 5336.679199
	Iteration 26Q: 3 clusters Score -8601790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8601795.000000 Penalty: 5336.679199
	Iteration 27Q: 3 clusters Score -8601795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8601794.000000 Penalty: 5336.679199
	Iteration 28Q: 3 clusters Score -8601794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8601793.000000 Penalty: 5336.679199
	Iteration 29Q: 3 clusters Score -8601793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46582 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8601800.000000 Penalty: 5336.679199
	Iteration 30Q: 3 clusters Score -8601800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8601798.000000 Penalty: 5336.679199
	Iteration 31Q: 3 clusters Score -8601798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8601798.000000 Penalty: 5336.679199
	Iteration 32Q: 3 clusters Score -8601798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8601802.000000 Penalty: 5336.679199
	Iteration 33Q: 3 clusters Score -8601802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8601800.000000 Penalty: 5336.679199
	Iteration 34Q: 3 clusters Score -8601800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8601799.000000 Penalty: 5336.679199
	Iteration 35Q: 3 clusters Score -8601799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8601801.000000 Penalty: 5336.679199
	Iteration 36Q: 3 clusters Score -8601801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8601804.000000 Penalty: 5336.679199
	Iteration 37Q: 3 clusters Score -8601804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8601801.000000 Penalty: 5336.679199
	Iteration 38Q: 3 clusters Score -8601801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8601795.000000 Penalty: 5336.679199
	Iteration 39Q: 3 clusters Score -8601795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8601801.000000 Penalty: 5336.679199
	Iteration 40F: 3 clusters Score -8601801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8601804.000000 Penalty: 5336.679199
	Iteration 41Q: 3 clusters Score -8601804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8601800.000000 Penalty: 5336.679199
	Iteration 42Q: 3 clusters Score -8601800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8601800.000000 Penalty: 5336.679199
	Iteration 43F: 3 clusters Score -8601800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Entering Unmasked Estep 
Score: -9180119.000000 Penalty: 2680.315918
	Iteration 0F: 2 clusters Score -9180119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -9148995.000000 Penalty: 5360.631836
	Iteration 0F: 3 clusters Score -9148995 nChanged 22763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -9161745.000000 Penalty: 5360.631836
	Iteration 1F: 3 clusters Score -9161745 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -9162234.000000 Penalty: 5360.631836
	Iteration 2Q: 3 clusters Score -9162234 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -9162737.000000 Penalty: 5360.631836
	Iteration 3Q: 3 clusters Score -9162737 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -9163178.000000 Penalty: 5360.631836
	Iteration 4Q: 3 clusters Score -9163178 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -9163630.000000 Penalty: 5360.631836
	Iteration 5Q: 3 clusters Score -9163630 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -9164142.000000 Penalty: 5360.631836
	Iteration 6Q: 3 clusters Score -9164142 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -9164827.000000 Penalty: 5360.631836
	Iteration 7Q: 3 clusters Score -9164827 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -9165728.000000 Penalty: 5360.631836
	Iteration 8Q: 3 clusters Score -9165728 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -9167015.000000 Penalty: 5360.631836
	Iteration 9Q: 3 clusters Score -9167015 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -9168837.000000 Penalty: 5360.631836
	Iteration 10F: 3 clusters Score -9168837 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -9170758.000000 Penalty: 5360.631836
	Iteration 11F: 3 clusters Score -9170758 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -9172585.000000 Penalty: 5360.631836
	Iteration 12Q: 3 clusters Score -9172585 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -9174040.000000 Penalty: 5360.631836
	Iteration 13Q: 3 clusters Score -9174040 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -9175099.000000 Penalty: 5360.631836
	Iteration 14Q: 3 clusters Score -9175099 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -9175829.000000 Penalty: 5360.631836
	Iteration 15Q: 3 clusters Score -9175829 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -9176313.000000 Penalty: 5360.631836
	Iteration 16Q: 3 clusters Score -9176313 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -9176666.000000 Penalty: 5360.631836
	Iteration 17Q: 3 clusters Score -9176666 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -9176941.000000 Penalty: 5360.631836
	Iteration 18Q: 3 clusters Score -9176941 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -9177170.000000 Penalty: 5360.631836
	Iteration 19Q: 3 clusters Score -9177170 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -9177306.000000 Penalty: 5360.631836
	Iteration 20F: 3 clusters Score -9177306 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -9177457.000000 Penalty: 5360.631836
	Iteration 21Q: 3 clusters Score -9177457 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -9177582.000000 Penalty: 5360.631836
	Iteration 22Q: 3 clusters Score -9177582 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -9177707.000000 Penalty: 5360.631836
	Iteration 23Q: 3 clusters Score -9177707 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -9177784.000000 Penalty: 5360.631836
	Iteration 24Q: 3 clusters Score -9177784 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -9177837.000000 Penalty: 5360.631836
	Iteration 25Q: 3 clusters Score -9177837 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -9177869.000000 Penalty: 5360.631836
	Iteration 26Q: 3 clusters Score -9177869 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -9177895.000000 Penalty: 5360.631836
	Iteration 27Q: 3 clusters Score -9177895 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -9177917.000000 Penalty: 5360.631836
	Iteration 28Q: 3 clusters Score -9177917 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -9177955.000000 Penalty: 5360.631836
	Iteration 29Q: 3 clusters Score -9177955 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -9177945.000000 Penalty: 5360.631836
	Iteration 30Q: 3 clusters Score -9177945 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -9177951.000000 Penalty: 5360.631836
	Iteration 31Q: 3 clusters Score -9177951 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -9177953.000000 Penalty: 5360.631836
	Iteration 32Q: 3 clusters Score -9177953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -9177970.000000 Penalty: 5360.631836
	Iteration 33Q: 3 clusters Score -9177970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -9177984.000000 Penalty: 5360.631836
	Iteration 34Q: 3 clusters Score -9177984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -9177981.000000 Penalty: 5360.631836
	Iteration 35Q: 3 clusters Score -9177981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -9177971.000000 Penalty: 5360.631836
	Iteration 36Q: 3 clusters Score -9177971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -9177983.000000 Penalty: 5360.631836
	Iteration 37Q: 3 clusters Score -9177983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -9177998.000000 Penalty: 5360.631836
	Iteration 38Q: 3 clusters Score -9177998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -9177990.000000 Penalty: 5360.631836
	Iteration 39Q: 3 clusters Score -9177990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -9178001.000000 Penalty: 5360.631836
	Iteration 40F: 3 clusters Score -9178001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -9177997.000000 Penalty: 5360.631836
	Iteration 41Q: 3 clusters Score -9177997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -9177999.000000 Penalty: 5360.631836
	Iteration 42Q: 3 clusters Score -9177999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -9178002.000000 Penalty: 5360.631836
	Iteration 43Q: 3 clusters Score -9178002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -9177995.000000 Penalty: 5360.631836
	Iteration 44Q: 3 clusters Score -9177995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -9177996.000000 Penalty: 5360.631836
	Iteration 45Q: 3 clusters Score -9177996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -9178003.000000 Penalty: 5360.631836
	Iteration 46Q: 3 clusters Score -9178003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -9178001.000000 Penalty: 5360.631836
	Iteration 47Q: 3 clusters Score -9178001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -9178000.000000 Penalty: 5360.631836
	Iteration 48Q: 3 clusters Score -9178000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -9178006.000000 Penalty: 5360.631836
	Iteration 49Q: 3 clusters Score -9178006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -9177995.000000 Penalty: 5360.631836
	Iteration 50Q: 3 clusters Score -9177995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -9178003.000000 Penalty: 5360.631836
	Iteration 51Q: 3 clusters Score -9178003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -9178010.000000 Penalty: 5360.631836
	Iteration 52Q: 3 clusters Score -9178010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -9178016.000000 Penalty: 5360.631836
	Iteration 53Q: 3 clusters Score -9178016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -9178011.000000 Penalty: 5360.631836
	Iteration 54Q: 3 clusters Score -9178011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -9178013.000000 Penalty: 5360.631836
	Iteration 55Q: 3 clusters Score -9178013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -9178010.000000 Penalty: 5360.631836
	Iteration 56Q: 3 clusters Score -9178010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -9178010.000000 Penalty: 5360.631836
	Iteration 57F: 3 clusters Score -9178010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48654 members 
Entering Unmasked Estep 
Score: -9055239.000000 Penalty: 2676.537354
	Iteration 0F: 2 clusters Score -9055239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -9024585.000000 Penalty: 5353.074707
	Iteration 0F: 3 clusters Score -9024585 nChanged 22494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -9037226.000000 Penalty: 5353.074707
	Iteration 1F: 3 clusters Score -9037226 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -9037890.000000 Penalty: 5353.074707
	Iteration 2Q: 3 clusters Score -9037890 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -9038686.000000 Penalty: 5353.074707
	Iteration 3Q: 3 clusters Score -9038686 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -9039544.000000 Penalty: 5353.074707
	Iteration 4Q: 3 clusters Score -9039544 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -9040688.000000 Penalty: 5353.074707
	Iteration 5Q: 3 clusters Score -9040688 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -9042288.000000 Penalty: 5353.074707
	Iteration 6F: 3 clusters Score -9042288 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -9044415.000000 Penalty: 5353.074707
	Iteration 7F: 3 clusters Score -9044415 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -9046808.000000 Penalty: 5353.074707
	Iteration 8F: 3 clusters Score -9046808 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -9048765.000000 Penalty: 5353.074707
	Iteration 9F: 3 clusters Score -9048765 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -9050019.000000 Penalty: 5353.074707
	Iteration 10Q: 3 clusters Score -9050019 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -9050580.000000 Penalty: 5353.074707
	Iteration 11Q: 3 clusters Score -9050580 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -9050997.000000 Penalty: 5353.074707
	Iteration 12Q: 3 clusters Score -9050997 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -9051347.000000 Penalty: 5353.074707
	Iteration 13Q: 3 clusters Score -9051347 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -9051654.000000 Penalty: 5353.074707
	Iteration 14Q: 3 clusters Score -9051654 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -9051900.000000 Penalty: 5353.074707
	Iteration 15Q: 3 clusters Score -9051900 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -9052106.000000 Penalty: 5353.074707
	Iteration 16Q: 3 clusters Score -9052106 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -9052291.000000 Penalty: 5353.074707
	Iteration 17Q: 3 clusters Score -9052291 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -9052452.000000 Penalty: 5353.074707
	Iteration 18Q: 3 clusters Score -9052452 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -9052605.000000 Penalty: 5353.074707
	Iteration 19Q: 3 clusters Score -9052605 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -9052753.000000 Penalty: 5353.074707
	Iteration 20F: 3 clusters Score -9052753 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -9052878.000000 Penalty: 5353.074707
	Iteration 21Q: 3 clusters Score -9052878 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -9053004.000000 Penalty: 5353.074707
	Iteration 22Q: 3 clusters Score -9053004 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -9053102.000000 Penalty: 5353.074707
	Iteration 23Q: 3 clusters Score -9053102 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -9053245.000000 Penalty: 5353.074707
	Iteration 24Q: 3 clusters Score -9053245 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -9053430.000000 Penalty: 5353.074707
	Iteration 25Q: 3 clusters Score -9053430 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -9053465.000000 Penalty: 5353.074707
	Iteration 26Q: 3 clusters Score -9053465 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -9053592.000000 Penalty: 5353.074707
	Iteration 27Q: 3 clusters Score -9053592 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -9053675.000000 Penalty: 5353.074707
	Iteration 28Q: 3 clusters Score -9053675 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -9053705.000000 Penalty: 5353.074707
	Iteration 29Q: 3 clusters Score -9053705 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -9053708.000000 Penalty: 5353.074707
	Iteration 30Q: 3 clusters Score -9053708 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -9053747.000000 Penalty: 5353.074707
	Iteration 31Q: 3 clusters Score -9053747 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -9053729.000000 Penalty: 5353.074707
	Iteration 32Q: 3 clusters Score -9053729 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -9053724.000000 Penalty: 5353.074707
	Iteration 33Q: 3 clusters Score -9053724 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -9053680.000000 Penalty: 5353.074707
	Iteration 34Q: 3 clusters Score -9053680 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -9053691.000000 Penalty: 5353.074707
	Iteration 35Q: 3 clusters Score -9053691 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -9053658.000000 Penalty: 5353.074707
	Iteration 36Q: 3 clusters Score -9053658 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -9053610.000000 Penalty: 5353.074707
	Iteration 37Q: 3 clusters Score -9053610 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -9053578.000000 Penalty: 5353.074707
	Iteration 38Q: 3 clusters Score -9053578 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -9053556.000000 Penalty: 5353.074707
	Iteration 39Q: 3 clusters Score -9053556 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -9053526.000000 Penalty: 5353.074707
	Iteration 40F: 3 clusters Score -9053526 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -9053495.000000 Penalty: 5353.074707
	Iteration 41Q: 3 clusters Score -9053495 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -9053453.000000 Penalty: 5353.074707
	Iteration 42Q: 3 clusters Score -9053453 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -9053439.000000 Penalty: 5353.074707
	Iteration 43Q: 3 clusters Score -9053439 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -9053429.000000 Penalty: 5353.074707
	Iteration 44Q: 3 clusters Score -9053429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -9053423.000000 Penalty: 5353.074707
	Iteration 45Q: 3 clusters Score -9053423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -9053428.000000 Penalty: 5353.074707
	Iteration 46Q: 3 clusters Score -9053428 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -9053434.000000 Penalty: 5353.074707
	Iteration 47Q: 3 clusters Score -9053434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -9053417.000000 Penalty: 5353.074707
	Iteration 48Q: 3 clusters Score -9053417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -9053411.000000 Penalty: 5353.074707
	Iteration 49Q: 3 clusters Score -9053411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -9053413.000000 Penalty: 5353.074707
	Iteration 50Q: 3 clusters Score -9053413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -9053406.000000 Penalty: 5353.074707
	Iteration 51Q: 3 clusters Score -9053406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -9053418.000000 Penalty: 5353.074707
	Iteration 52Q: 3 clusters Score -9053418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -9053411.000000 Penalty: 5353.074707
	Iteration 53Q: 3 clusters Score -9053411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -9053412.000000 Penalty: 5353.074707
	Iteration 54Q: 3 clusters Score -9053412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -9053410.000000 Penalty: 5353.074707
	Iteration 55Q: 3 clusters Score -9053410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -9053407.000000 Penalty: 5353.074707
	Iteration 56Q: 3 clusters Score -9053407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9053399.000000 Penalty: 5353.074707
	Iteration 57Q: 3 clusters Score -9053399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9053399.000000 Penalty: 5353.074707
	Iteration 58F: 3 clusters Score -9053399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Entering Unmasked Estep 
Score: -8575252.000000 Penalty: 2663.750488
	Iteration 0F: 2 clusters Score -8575252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -8545584.000000 Penalty: 5327.500977
	Iteration 0F: 3 clusters Score -8545584 nChanged 21218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8557092.000000 Penalty: 5327.500977
	Iteration 1F: 3 clusters Score -8557092 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -8557533.000000 Penalty: 5327.500977
	Iteration 2Q: 3 clusters Score -8557533 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -8557875.000000 Penalty: 5327.500977
	Iteration 3Q: 3 clusters Score -8557875 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -8558262.000000 Penalty: 5327.500977
	Iteration 4Q: 3 clusters Score -8558262 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -8558641.000000 Penalty: 5327.500977
	Iteration 5Q: 3 clusters Score -8558641 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -8559240.000000 Penalty: 5327.500977
	Iteration 6Q: 3 clusters Score -8559240 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -8560184.000000 Penalty: 5327.500977
	Iteration 7Q: 3 clusters Score -8560184 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -8561730.000000 Penalty: 5327.500977
	Iteration 8F: 3 clusters Score -8561730 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -8564036.000000 Penalty: 5327.500977
	Iteration 9F: 3 clusters Score -8564036 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -8566889.000000 Penalty: 5327.500977
	Iteration 10F: 3 clusters Score -8566889 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -8569668.000000 Penalty: 5327.500977
	Iteration 11F: 3 clusters Score -8569668 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -8571702.000000 Penalty: 5327.500977
	Iteration 12Q: 3 clusters Score -8571702 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8572547.000000 Penalty: 5327.500977
	Iteration 13Q: 3 clusters Score -8572547 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8572873.000000 Penalty: 5327.500977
	Iteration 14Q: 3 clusters Score -8572873 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8573020.000000 Penalty: 5327.500977
	Iteration 15Q: 3 clusters Score -8573020 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8573086.000000 Penalty: 5327.500977
	Iteration 16Q: 3 clusters Score -8573086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45807 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8573149.000000 Penalty: 5327.500977
	Iteration 17Q: 3 clusters Score -8573149 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8573172.000000 Penalty: 5327.500977
	Iteration 18Q: 3 clusters Score -8573172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8573198.000000 Penalty: 5327.500977
	Iteration 19Q: 3 clusters Score -8573198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8573211.000000 Penalty: 5327.500977
	Iteration 20F: 3 clusters Score -8573211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8573216.000000 Penalty: 5327.500977
	Iteration 21Q: 3 clusters Score -8573216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8573231.000000 Penalty: 5327.500977
	Iteration 22Q: 3 clusters Score -8573231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8573233.000000 Penalty: 5327.500977
	Iteration 23Q: 3 clusters Score -8573233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8573233.000000 Penalty: 5327.500977
	Iteration 24Q: 3 clusters Score -8573233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8573238.000000 Penalty: 5327.500977
	Iteration 25Q: 3 clusters Score -8573238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8573239.000000 Penalty: 5327.500977
	Iteration 26Q: 3 clusters Score -8573239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8573234.000000 Penalty: 5327.500977
	Iteration 27Q: 3 clusters Score -8573234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8573234.000000 Penalty: 5327.500977
	Iteration 28F: 3 clusters Score -8573234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -182217.843750 Penalty: 1724.039551
	Iteration 0F: 2 clusters Score -182217.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -180333.000000 Penalty: 3448.079102
	Iteration 0F: 3 clusters Score -180333 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -180852.796875 Penalty: 3448.079102
	Iteration 1F: 3 clusters Score -180852.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -181176.703125 Penalty: 3448.079102
	Iteration 2F: 3 clusters Score -181176.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -181489.781250 Penalty: 3448.079102
	Iteration 3F: 3 clusters Score -181489.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -181691.125000 Penalty: 3448.079102
	Iteration 4F: 3 clusters Score -181691.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -181850.312500 Penalty: 3448.079102
	Iteration 5Q: 3 clusters Score -181850.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -181934.062500 Penalty: 3448.079102
	Iteration 6Q: 3 clusters Score -181934.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -181959.468750 Penalty: 3448.079102
	Iteration 7Q: 3 clusters Score -181959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -181966.968750 Penalty: 3448.079102
	Iteration 8Q: 3 clusters Score -181967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -181979.734375 Penalty: 3448.079102
	Iteration 9Q: 3 clusters Score -181979.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -181987.453125 Penalty: 3448.079102
	Iteration 10F: 3 clusters Score -181987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -182030.796875 Penalty: 3448.079102
	Iteration 11Q: 3 clusters Score -182030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -182043.500000 Penalty: 3448.079102
	Iteration 12Q: 3 clusters Score -182043.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -182054.093750 Penalty: 3448.079102
	Iteration 13Q: 3 clusters Score -182054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -182086.921875 Penalty: 3448.079102
	Iteration 14Q: 3 clusters Score -182086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -182115.234375 Penalty: 3448.079102
	Iteration 15Q: 3 clusters Score -182115.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -182127.375000 Penalty: 3448.079102
	Iteration 16Q: 3 clusters Score -182127.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -182138.859375 Penalty: 3448.079102
	Iteration 17Q: 3 clusters Score -182138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -182146.328125 Penalty: 3448.079102
	Iteration 18Q: 3 clusters Score -182146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -182148.031250 Penalty: 3448.079102
	Iteration 19Q: 3 clusters Score -182148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -182165.625000 Penalty: 3448.079102
	Iteration 20F: 3 clusters Score -182165.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -182174.187500 Penalty: 3448.079102
	Iteration 21Q: 3 clusters Score -182174.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -182177.656250 Penalty: 3448.079102
	Iteration 22Q: 3 clusters Score -182177.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -182182.343750 Penalty: 3448.079102
	Iteration 23Q: 3 clusters Score -182182.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -182182.343750 Penalty: 3448.079102
	Iteration 24F: 3 clusters Score -182182.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -84623.867188 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -84623.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -83137.929688 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -83137.93 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -83401.890625 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -83401.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -83479.015625 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -83479.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -83504.164062 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -83504.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -83525.937500 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -83525.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -83559.476562 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -83559.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -83585.289062 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -83585.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -83639.632812 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -83639.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -83670.570312 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -83670.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -83715.929688 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -83715.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -83758.625000 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -83758.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -83806.890625 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -83806.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -83880.664062 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -83880.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -83911.507812 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -83911.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -83946.007812 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -83946.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -84009.843750 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -84009.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -84034.164062 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -84034.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -84046.789062 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -84046.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -84055.664062 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -84055.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -84080.085938 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -84080.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -84140.726562 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -84140.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -84257.867188 Penalty: 3123.366211
	Iteration 21Q: 3 clusters Score -84257.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -84413.570312 Penalty: 3123.366211
	Iteration 22Q: 3 clusters Score -84413.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -84473.156250 Penalty: 3123.366211
	Iteration 23Q: 3 clusters Score -84473.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -84482.242188 Penalty: 3123.366211
	Iteration 24Q: 3 clusters Score -84482.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -84486.609375 Penalty: 3123.366211
	Iteration 25Q: 3 clusters Score -84486.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -84497.703125 Penalty: 3123.366211
	Iteration 26Q: 3 clusters Score -84497.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -84512.835938 Penalty: 3123.366211
	Iteration 27Q: 3 clusters Score -84512.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -84520.562500 Penalty: 3123.366211
	Iteration 28Q: 3 clusters Score -84520.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -84521.851562 Penalty: 3123.366211
	Iteration 29Q: 3 clusters Score -84521.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -84530.656250 Penalty: 3123.366211
	Iteration 30Q: 3 clusters Score -84530.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -84534.898438 Penalty: 3123.366211
	Iteration 31Q: 3 clusters Score -84534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -84538.773438 Penalty: 3123.366211
	Iteration 32Q: 3 clusters Score -84538.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -84538.773438 Penalty: 3123.366211
	Iteration 33F: 3 clusters Score -84538.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Entering Unmasked Estep 
Score: -8744702.000000 Penalty: 2668.434326
	Iteration 0F: 2 clusters Score -8744702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -8715120.000000 Penalty: 5336.868652
	Iteration 0F: 3 clusters Score -8715120 nChanged 21665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -8727058.000000 Penalty: 5336.868652
	Iteration 1F: 3 clusters Score -8727058 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -8727713.000000 Penalty: 5336.868652
	Iteration 2Q: 3 clusters Score -8727713 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -8728213.000000 Penalty: 5336.868652
	Iteration 3Q: 3 clusters Score -8728213 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -8728843.000000 Penalty: 5336.868652
	Iteration 4Q: 3 clusters Score -8728843 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -8729594.000000 Penalty: 5336.868652
	Iteration 5Q: 3 clusters Score -8729594 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -8730542.000000 Penalty: 5336.868652
	Iteration 6Q: 3 clusters Score -8730542 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -8731912.000000 Penalty: 5336.868652
	Iteration 7Q: 3 clusters Score -8731912 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -8733801.000000 Penalty: 5336.868652
	Iteration 8F: 3 clusters Score -8733801 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -8735996.000000 Penalty: 5336.868652
	Iteration 9F: 3 clusters Score -8735996 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -8738162.000000 Penalty: 5336.868652
	Iteration 10F: 3 clusters Score -8738162 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -8740095.000000 Penalty: 5336.868652
	Iteration 11Q: 3 clusters Score -8740095 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -8741536.000000 Penalty: 5336.868652
	Iteration 12Q: 3 clusters Score -8741536 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -8742246.000000 Penalty: 5336.868652
	Iteration 13Q: 3 clusters Score -8742246 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 39423 members 
Entering Unmasked Estep 
Score: -8742618.000000 Penalty: 5336.868652
	Iteration 14Q: 3 clusters Score -8742618 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -8742800.000000 Penalty: 5336.868652
	Iteration 15Q: 3 clusters Score -8742800 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -8742899.000000 Penalty: 5336.868652
	Iteration 16Q: 3 clusters Score -8742899 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -8743018.000000 Penalty: 5336.868652
	Iteration 17Q: 3 clusters Score -8743018 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -8743105.000000 Penalty: 5336.868652
	Iteration 18Q: 3 clusters Score -8743105 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -8743171.000000 Penalty: 5336.868652
	Iteration 19Q: 3 clusters Score -8743171 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -8743219.000000 Penalty: 5336.868652
	Iteration 20F: 3 clusters Score -8743219 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -8743251.000000 Penalty: 5336.868652
	Iteration 21Q: 3 clusters Score -8743251 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -8743267.000000 Penalty: 5336.868652
	Iteration 22Q: 3 clusters Score -8743267 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -8743296.000000 Penalty: 5336.868652
	Iteration 23Q: 3 clusters Score -8743296 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -8743313.000000 Penalty: 5336.868652
	Iteration 24Q: 3 clusters Score -8743313 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -8743314.000000 Penalty: 5336.868652
	Iteration 25Q: 3 clusters Score -8743314 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -8743317.000000 Penalty: 5336.868652
	Iteration 26Q: 3 clusters Score -8743317 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -8743326.000000 Penalty: 5336.868652
	Iteration 27Q: 3 clusters Score -8743326 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -8743352.000000 Penalty: 5336.868652
	Iteration 28Q: 3 clusters Score -8743352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -8743354.000000 Penalty: 5336.868652
	Iteration 29Q: 3 clusters Score -8743354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -8743361.000000 Penalty: 5336.868652
	Iteration 30Q: 3 clusters Score -8743361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -8743358.000000 Penalty: 5336.868652
	Iteration 31Q: 3 clusters Score -8743358 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -8743363.000000 Penalty: 5336.868652
	Iteration 32Q: 3 clusters Score -8743363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -8743360.000000 Penalty: 5336.868652
	Iteration 33Q: 3 clusters Score -8743360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -8743372.000000 Penalty: 5336.868652
	Iteration 34Q: 3 clusters Score -8743372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -8743365.000000 Penalty: 5336.868652
	Iteration 35Q: 3 clusters Score -8743365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -8743374.000000 Penalty: 5336.868652
	Iteration 36Q: 3 clusters Score -8743374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -8743370.000000 Penalty: 5336.868652
	Iteration 37Q: 3 clusters Score -8743370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -8743369.000000 Penalty: 5336.868652
	Iteration 38Q: 3 clusters Score -8743369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -8743371.000000 Penalty: 5336.868652
	Iteration 39Q: 3 clusters Score -8743371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -8743368.000000 Penalty: 5336.868652
	Iteration 40F: 3 clusters Score -8743368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -8743374.000000 Penalty: 5336.868652
	Iteration 41Q: 3 clusters Score -8743374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 39582 members 
Entering Unmasked Estep 
Score: -8743376.000000 Penalty: 5336.868652
	Iteration 42Q: 3 clusters Score -8743376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -8743375.000000 Penalty: 5336.868652
	Iteration 43Q: 3 clusters Score -8743375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -8743372.000000 Penalty: 5336.868652
	Iteration 44Q: 3 clusters Score -8743372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 39580 members 
Entering Unmasked Estep 
Score: -8743372.000000 Penalty: 5336.868652
	Iteration 45F: 3 clusters Score -8743372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Entering Unmasked Estep 
Score: -7848876.000000 Penalty: 2642.597412
	Iteration 0F: 2 clusters Score -7848876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -7820509.500000 Penalty: 5285.194824
	Iteration 0F: 3 clusters Score -7820510 nChanged 19416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -7830957.000000 Penalty: 5285.194824
	Iteration 1F: 3 clusters Score -7830957 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -7831584.500000 Penalty: 5285.194824
	Iteration 2Q: 3 clusters Score -7831584 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -7832431.500000 Penalty: 5285.194824
	Iteration 3Q: 3 clusters Score -7832432 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -7833597.000000 Penalty: 5285.194824
	Iteration 4F: 3 clusters Score -7833597 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -7835075.500000 Penalty: 5285.194824
	Iteration 5F: 3 clusters Score -7835076 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -7837273.000000 Penalty: 5285.194824
	Iteration 6F: 3 clusters Score -7837273 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -7840400.000000 Penalty: 5285.194824
	Iteration 7F: 3 clusters Score -7840400 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -7843647.000000 Penalty: 5285.194824
	Iteration 8F: 3 clusters Score -7843647 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -7845546.500000 Penalty: 5285.194824
	Iteration 9F: 3 clusters Score -7845546 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -7846030.000000 Penalty: 5285.194824
	Iteration 10Q: 3 clusters Score -7846030 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -7846177.500000 Penalty: 5285.194824
	Iteration 11Q: 3 clusters Score -7846178 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -7846272.500000 Penalty: 5285.194824
	Iteration 12Q: 3 clusters Score -7846272 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -7846330.000000 Penalty: 5285.194824
	Iteration 13Q: 3 clusters Score -7846330 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -7846370.000000 Penalty: 5285.194824
	Iteration 14Q: 3 clusters Score -7846370 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -7846427.000000 Penalty: 5285.194824
	Iteration 15Q: 3 clusters Score -7846427 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -7846438.000000 Penalty: 5285.194824
	Iteration 16Q: 3 clusters Score -7846438 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -7846452.500000 Penalty: 5285.194824
	Iteration 17Q: 3 clusters Score -7846452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -7846481.000000 Penalty: 5285.194824
	Iteration 18Q: 3 clusters Score -7846481 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -7846500.500000 Penalty: 5285.194824
	Iteration 19Q: 3 clusters Score -7846500 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -7846522.500000 Penalty: 5285.194824
	Iteration 20F: 3 clusters Score -7846522 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -7846518.500000 Penalty: 5285.194824
	Iteration 21Q: 3 clusters Score -7846518 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -7846538.000000 Penalty: 5285.194824
	Iteration 22Q: 3 clusters Score -7846538 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 33358 members 
Entering Unmasked Estep 
Score: -7846558.500000 Penalty: 5285.194824
	Iteration 23Q: 3 clusters Score -7846558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -7846586.000000 Penalty: 5285.194824
	Iteration 24Q: 3 clusters Score -7846586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -7846590.000000 Penalty: 5285.194824
	Iteration 25Q: 3 clusters Score -7846590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -7846588.500000 Penalty: 5285.194824
	Iteration 26Q: 3 clusters Score -7846588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -7846604.000000 Penalty: 5285.194824
	Iteration 27Q: 3 clusters Score -7846604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -7846608.000000 Penalty: 5285.194824
	Iteration 28Q: 3 clusters Score -7846608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -7846607.500000 Penalty: 5285.194824
	Iteration 29Q: 3 clusters Score -7846608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -7846626.500000 Penalty: 5285.194824
	Iteration 30Q: 3 clusters Score -7846626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -7846630.000000 Penalty: 5285.194824
	Iteration 31Q: 3 clusters Score -7846630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -7846643.000000 Penalty: 5285.194824
	Iteration 32Q: 3 clusters Score -7846643 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -7846648.000000 Penalty: 5285.194824
	Iteration 33Q: 3 clusters Score -7846648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -7846651.000000 Penalty: 5285.194824
	Iteration 34Q: 3 clusters Score -7846651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -7846664.500000 Penalty: 5285.194824
	Iteration 35Q: 3 clusters Score -7846664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -7846683.500000 Penalty: 5285.194824
	Iteration 36Q: 3 clusters Score -7846684 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -7846670.500000 Penalty: 5285.194824
	Iteration 37Q: 3 clusters Score -7846670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -7846676.500000 Penalty: 5285.194824
	Iteration 38Q: 3 clusters Score -7846676 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -7846673.000000 Penalty: 5285.194824
	Iteration 39Q: 3 clusters Score -7846673 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -7846687.000000 Penalty: 5285.194824
	Iteration 40F: 3 clusters Score -7846687 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -7846701.000000 Penalty: 5285.194824
	Iteration 41Q: 3 clusters Score -7846701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -7846701.000000 Penalty: 5285.194824
	Iteration 42Q: 3 clusters Score -7846701 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -7846709.500000 Penalty: 5285.194824
	Iteration 43Q: 3 clusters Score -7846710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -7846712.000000 Penalty: 5285.194824
	Iteration 44Q: 3 clusters Score -7846712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -7846717.000000 Penalty: 5285.194824
	Iteration 45Q: 3 clusters Score -7846717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -7846711.500000 Penalty: 5285.194824
	Iteration 46Q: 3 clusters Score -7846712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -7846712.500000 Penalty: 5285.194824
	Iteration 47Q: 3 clusters Score -7846712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -7846716.000000 Penalty: 5285.194824
	Iteration 48Q: 3 clusters Score -7846716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -7846722.000000 Penalty: 5285.194824
	Iteration 49Q: 3 clusters Score -7846722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -7846729.000000 Penalty: 5285.194824
	Iteration 50Q: 3 clusters Score -7846729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -7846730.000000 Penalty: 5285.194824
	Iteration 51Q: 3 clusters Score -7846730 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -7846732.500000 Penalty: 5285.194824
	Iteration 52Q: 3 clusters Score -7846732 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -7846738.000000 Penalty: 5285.194824
	Iteration 53Q: 3 clusters Score -7846738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -7846751.500000 Penalty: 5285.194824
	Iteration 54Q: 3 clusters Score -7846752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -7846746.500000 Penalty: 5285.194824
	Iteration 55Q: 3 clusters Score -7846746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -7846766.500000 Penalty: 5285.194824
	Iteration 56Q: 3 clusters Score -7846766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -7846774.500000 Penalty: 5285.194824
	Iteration 57Q: 3 clusters Score -7846774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -7846769.000000 Penalty: 5285.194824
	Iteration 58Q: 3 clusters Score -7846769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -7846780.000000 Penalty: 5285.194824
	Iteration 59Q: 3 clusters Score -7846780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -7846781.000000 Penalty: 5285.194824
	Iteration 60F: 3 clusters Score -7846781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -7846789.000000 Penalty: 5285.194824
	Iteration 61Q: 3 clusters Score -7846789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -7846772.000000 Penalty: 5285.194824
	Iteration 62Q: 3 clusters Score -7846772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
Score: -7846796.000000 Penalty: 5285.194824
	Iteration 63Q: 3 clusters Score -7846796 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -7846796.000000 Penalty: 5285.194824
	Iteration 64Q: 3 clusters Score -7846796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -7846808.500000 Penalty: 5285.194824
	Iteration 65Q: 3 clusters Score -7846808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -7846809.000000 Penalty: 5285.194824
	Iteration 66Q: 3 clusters Score -7846809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -7846810.000000 Penalty: 5285.194824
	Iteration 67Q: 3 clusters Score -7846810 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -7846808.500000 Penalty: 5285.194824
	Iteration 68Q: 3 clusters Score -7846808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -7846810.500000 Penalty: 5285.194824
	Iteration 69Q: 3 clusters Score -7846810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -7846816.000000 Penalty: 5285.194824
	Iteration 70Q: 3 clusters Score -7846816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -7846814.500000 Penalty: 5285.194824
	Iteration 71Q: 3 clusters Score -7846814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -7846822.500000 Penalty: 5285.194824
	Iteration 72Q: 3 clusters Score -7846822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -7846824.000000 Penalty: 5285.194824
	Iteration 73Q: 3 clusters Score -7846824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -7846846.000000 Penalty: 5285.194824
	Iteration 74Q: 3 clusters Score -7846846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7846838.500000 Penalty: 5285.194824
	Iteration 75Q: 3 clusters Score -7846838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -7846839.500000 Penalty: 5285.194824
	Iteration 76Q: 3 clusters Score -7846840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -7846853.500000 Penalty: 5285.194824
	Iteration 77Q: 3 clusters Score -7846854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -7846869.000000 Penalty: 5285.194824
	Iteration 78Q: 3 clusters Score -7846869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -7846885.500000 Penalty: 5285.194824
	Iteration 79Q: 3 clusters Score -7846886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -7846889.500000 Penalty: 5285.194824
	Iteration 80F: 3 clusters Score -7846890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -7846913.000000 Penalty: 5285.194824
	Iteration 81Q: 3 clusters Score -7846913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -7846914.500000 Penalty: 5285.194824
	Iteration 82Q: 3 clusters Score -7846914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -7846923.500000 Penalty: 5285.194824
	Iteration 83Q: 3 clusters Score -7846924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -7846925.000000 Penalty: 5285.194824
	Iteration 84Q: 3 clusters Score -7846925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -7846922.500000 Penalty: 5285.194824
	Iteration 85Q: 3 clusters Score -7846922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -7846919.000000 Penalty: 5285.194824
	Iteration 86Q: 3 clusters Score -7846919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -7846912.000000 Penalty: 5285.194824
	Iteration 87Q: 3 clusters Score -7846912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -7846920.500000 Penalty: 5285.194824
	Iteration 88Q: 3 clusters Score -7846920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -7846920.000000 Penalty: 5285.194824
	Iteration 89Q: 3 clusters Score -7846920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -7846922.000000 Penalty: 5285.194824
	Iteration 90Q: 3 clusters Score -7846922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -7846923.500000 Penalty: 5285.194824
	Iteration 91Q: 3 clusters Score -7846924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -7846925.000000 Penalty: 5285.194824
	Iteration 92Q: 3 clusters Score -7846925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -7846920.500000 Penalty: 5285.194824
	Iteration 93Q: 3 clusters Score -7846920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -7846919.500000 Penalty: 5285.194824
	Iteration 94Q: 3 clusters Score -7846920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -7846923.000000 Penalty: 5285.194824
	Iteration 95Q: 3 clusters Score -7846923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -7846923.000000 Penalty: 5285.194824
	Iteration 96F: 3 clusters Score -7846923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -19387.011719 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -19387.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18370.453125 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -18370.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -18505.896484 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -18505.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18556.007812 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -18556.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18561.621094 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -18561.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18566.205078 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -18566.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -18566.205078 Penalty: 2724.558594
	Iteration 5F: 3 clusters Score -18566.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -118591.078125 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -118591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116857.250000 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -116857.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117585.898438 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -117585.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -117903.007812 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -117903 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118062.031250 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -118062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -118178.429688 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -118178.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -118240.039062 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -118240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118288.117188 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -118288.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -118340.656250 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -118340.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118399.460938 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -118399.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -118419.929688 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -118419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118432.664062 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -118432.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -118440.750000 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -118440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -118441.976562 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -118442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -118441.976562 Penalty: 3369.559082
	Iteration 13F: 3 clusters Score -118442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (40794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Entering Unmasked Estep 
Score: -7545656.500000 Penalty: 2632.839844
	Iteration 0F: 2 clusters Score -7545656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -7518371.500000 Penalty: 5265.679688
	Iteration 0F: 3 clusters Score -7518372 nChanged 18592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -7528787.000000 Penalty: 5265.679688
	Iteration 1F: 3 clusters Score -7528787 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -7529943.500000 Penalty: 5265.679688
	Iteration 2F: 3 clusters Score -7529944 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -7531380.000000 Penalty: 5265.679688
	Iteration 3F: 3 clusters Score -7531380 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -7533299.500000 Penalty: 5265.679688
	Iteration 4F: 3 clusters Score -7533300 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -7535808.000000 Penalty: 5265.679688
	Iteration 5F: 3 clusters Score -7535808 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -7538741.500000 Penalty: 5265.679688
	Iteration 6F: 3 clusters Score -7538742 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -7541168.500000 Penalty: 5265.679688
	Iteration 7F: 3 clusters Score -7541168 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -7542615.000000 Penalty: 5265.679688
	Iteration 8Q: 3 clusters Score -7542615 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -7543256.000000 Penalty: 5265.679688
	Iteration 9Q: 3 clusters Score -7543256 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -7543669.000000 Penalty: 5265.679688
	Iteration 10Q: 3 clusters Score -7543669 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -7543879.000000 Penalty: 5265.679688
	Iteration 11Q: 3 clusters Score -7543879 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -7543989.000000 Penalty: 5265.679688
	Iteration 12Q: 3 clusters Score -7543989 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -7544021.000000 Penalty: 5265.679688
	Iteration 13Q: 3 clusters Score -7544021 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -7544040.500000 Penalty: 5265.679688
	Iteration 14Q: 3 clusters Score -7544040 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -7544079.000000 Penalty: 5265.679688
	Iteration 15Q: 3 clusters Score -7544079 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -7544084.000000 Penalty: 5265.679688
	Iteration 16Q: 3 clusters Score -7544084 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -7544097.000000 Penalty: 5265.679688
	Iteration 17Q: 3 clusters Score -7544097 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -7544111.000000 Penalty: 5265.679688
	Iteration 18Q: 3 clusters Score -7544111 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -7544135.000000 Penalty: 5265.679688
	Iteration 19Q: 3 clusters Score -7544135 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -7544131.000000 Penalty: 5265.679688
	Iteration 20F: 3 clusters Score -7544131 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -7544140.500000 Penalty: 5265.679688
	Iteration 21Q: 3 clusters Score -7544140 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -7544161.500000 Penalty: 5265.679688
	Iteration 22Q: 3 clusters Score -7544162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -7544168.500000 Penalty: 5265.679688
	Iteration 23Q: 3 clusters Score -7544168 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -7544172.500000 Penalty: 5265.679688
	Iteration 24Q: 3 clusters Score -7544172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -7544170.000000 Penalty: 5265.679688
	Iteration 25Q: 3 clusters Score -7544170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -7544167.000000 Penalty: 5265.679688
	Iteration 26Q: 3 clusters Score -7544167 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -7544176.500000 Penalty: 5265.679688
	Iteration 27Q: 3 clusters Score -7544176 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -7544202.000000 Penalty: 5265.679688
	Iteration 28Q: 3 clusters Score -7544202 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -7544201.000000 Penalty: 5265.679688
	Iteration 29Q: 3 clusters Score -7544201 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -7544191.500000 Penalty: 5265.679688
	Iteration 30Q: 3 clusters Score -7544192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -7544190.000000 Penalty: 5265.679688
	Iteration 31Q: 3 clusters Score -7544190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -7544184.500000 Penalty: 5265.679688
	Iteration 32Q: 3 clusters Score -7544184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -7544192.000000 Penalty: 5265.679688
	Iteration 33Q: 3 clusters Score -7544192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -7544189.500000 Penalty: 5265.679688
	Iteration 34Q: 3 clusters Score -7544190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -7544200.000000 Penalty: 5265.679688
	Iteration 35Q: 3 clusters Score -7544200 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -7544201.500000 Penalty: 5265.679688
	Iteration 36Q: 3 clusters Score -7544202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -7544206.000000 Penalty: 5265.679688
	Iteration 37Q: 3 clusters Score -7544206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -7544201.500000 Penalty: 5265.679688
	Iteration 38Q: 3 clusters Score -7544202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -7544215.000000 Penalty: 5265.679688
	Iteration 39Q: 3 clusters Score -7544215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -7544207.500000 Penalty: 5265.679688
	Iteration 40F: 3 clusters Score -7544208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -7544204.000000 Penalty: 5265.679688
	Iteration 41Q: 3 clusters Score -7544204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -7544212.500000 Penalty: 5265.679688
	Iteration 42Q: 3 clusters Score -7544212 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -7544221.500000 Penalty: 5265.679688
	Iteration 43Q: 3 clusters Score -7544222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -7544227.000000 Penalty: 5265.679688
	Iteration 44Q: 3 clusters Score -7544227 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -7544232.000000 Penalty: 5265.679688
	Iteration 45Q: 3 clusters Score -7544232 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -7544227.000000 Penalty: 5265.679688
	Iteration 46Q: 3 clusters Score -7544227 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -7544244.500000 Penalty: 5265.679688
	Iteration 47Q: 3 clusters Score -7544244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -7544241.500000 Penalty: 5265.679688
	Iteration 48Q: 3 clusters Score -7544242 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -7544250.000000 Penalty: 5265.679688
	Iteration 49Q: 3 clusters Score -7544250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -7544279.500000 Penalty: 5265.679688
	Iteration 50Q: 3 clusters Score -7544280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -7544286.500000 Penalty: 5265.679688
	Iteration 51Q: 3 clusters Score -7544286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -7544292.000000 Penalty: 5265.679688
	Iteration 52Q: 3 clusters Score -7544292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -7544291.000000 Penalty: 5265.679688
	Iteration 53Q: 3 clusters Score -7544291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -7544299.000000 Penalty: 5265.679688
	Iteration 54Q: 3 clusters Score -7544299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -7544297.500000 Penalty: 5265.679688
	Iteration 55Q: 3 clusters Score -7544298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -7544288.000000 Penalty: 5265.679688
	Iteration 56Q: 3 clusters Score -7544288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -7544287.000000 Penalty: 5265.679688
	Iteration 57Q: 3 clusters Score -7544287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -7544296.500000 Penalty: 5265.679688
	Iteration 58Q: 3 clusters Score -7544296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -7544305.500000 Penalty: 5265.679688
	Iteration 59Q: 3 clusters Score -7544306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -7544300.500000 Penalty: 5265.679688
	Iteration 60F: 3 clusters Score -7544300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -7544311.000000 Penalty: 5265.679688
	Iteration 61Q: 3 clusters Score -7544311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -7544322.000000 Penalty: 5265.679688
	Iteration 62Q: 3 clusters Score -7544322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -7544318.000000 Penalty: 5265.679688
	Iteration 63Q: 3 clusters Score -7544318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -7544325.500000 Penalty: 5265.679688
	Iteration 64Q: 3 clusters Score -7544326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -7544314.500000 Penalty: 5265.679688
	Iteration 65Q: 3 clusters Score -7544314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -7544307.500000 Penalty: 5265.679688
	Iteration 66Q: 3 clusters Score -7544308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -7544299.000000 Penalty: 5265.679688
	Iteration 67Q: 3 clusters Score -7544299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -7544310.500000 Penalty: 5265.679688
	Iteration 68Q: 3 clusters Score -7544310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -7544309.000000 Penalty: 5265.679688
	Iteration 69Q: 3 clusters Score -7544309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -7544303.000000 Penalty: 5265.679688
	Iteration 70Q: 3 clusters Score -7544303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -7544311.500000 Penalty: 5265.679688
	Iteration 71Q: 3 clusters Score -7544312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -7544308.000000 Penalty: 5265.679688
	Iteration 72Q: 3 clusters Score -7544308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -7544312.500000 Penalty: 5265.679688
	Iteration 73Q: 3 clusters Score -7544312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -7544320.000000 Penalty: 5265.679688
	Iteration 74Q: 3 clusters Score -7544320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -7544319.500000 Penalty: 5265.679688
	Iteration 75Q: 3 clusters Score -7544320 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -7544325.500000 Penalty: 5265.679688
	Iteration 76Q: 3 clusters Score -7544326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -7544325.500000 Penalty: 5265.679688
	Iteration 77Q: 3 clusters Score -7544326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -7544322.500000 Penalty: 5265.679688
	Iteration 78Q: 3 clusters Score -7544322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -7544342.000000 Penalty: 5265.679688
	Iteration 79Q: 3 clusters Score -7544342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -7544321.500000 Penalty: 5265.679688
	Iteration 80F: 3 clusters Score -7544322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -7544323.500000 Penalty: 5265.679688
	Iteration 81Q: 3 clusters Score -7544324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -7544320.000000 Penalty: 5265.679688
	Iteration 82Q: 3 clusters Score -7544320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -7544320.500000 Penalty: 5265.679688
	Iteration 83Q: 3 clusters Score -7544320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -7544319.500000 Penalty: 5265.679688
	Iteration 84Q: 3 clusters Score -7544320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -7544324.000000 Penalty: 5265.679688
	Iteration 85Q: 3 clusters Score -7544324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -7544325.000000 Penalty: 5265.679688
	Iteration 86Q: 3 clusters Score -7544325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -7544338.000000 Penalty: 5265.679688
	Iteration 87Q: 3 clusters Score -7544338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -7544326.000000 Penalty: 5265.679688
	Iteration 88Q: 3 clusters Score -7544326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -7544341.500000 Penalty: 5265.679688
	Iteration 89Q: 3 clusters Score -7544342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -7544331.500000 Penalty: 5265.679688
	Iteration 90Q: 3 clusters Score -7544332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -7544336.500000 Penalty: 5265.679688
	Iteration 91Q: 3 clusters Score -7544336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -7544343.500000 Penalty: 5265.679688
	Iteration 92Q: 3 clusters Score -7544344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -7544340.000000 Penalty: 5265.679688
	Iteration 93Q: 3 clusters Score -7544340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -7544339.500000 Penalty: 5265.679688
	Iteration 94Q: 3 clusters Score -7544340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -7544339.500000 Penalty: 5265.679688
	Iteration 95Q: 3 clusters Score -7544340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -7544333.000000 Penalty: 5265.679688
	Iteration 96Q: 3 clusters Score -7544333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -7544330.500000 Penalty: 5265.679688
	Iteration 97Q: 3 clusters Score -7544330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -7544330.500000 Penalty: 5265.679688
	Iteration 98Q: 3 clusters Score -7544330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -7544340.500000 Penalty: 5265.679688
	Iteration 99Q: 3 clusters Score -7544340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -7544345.500000 Penalty: 5265.679688
	Iteration 100F: 3 clusters Score -7544346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -7544338.000000 Penalty: 5265.679688
	Iteration 101Q: 3 clusters Score -7544338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -7544328.500000 Penalty: 5265.679688
	Iteration 102Q: 3 clusters Score -7544328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -7544326.500000 Penalty: 5265.679688
	Iteration 103Q: 3 clusters Score -7544326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -7544340.000000 Penalty: 5265.679688
	Iteration 104Q: 3 clusters Score -7544340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -7544330.000000 Penalty: 5265.679688
	Iteration 105Q: 3 clusters Score -7544330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -7544337.000000 Penalty: 5265.679688
	Iteration 106Q: 3 clusters Score -7544337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -7544337.000000 Penalty: 5265.679688
	Iteration 107Q: 3 clusters Score -7544337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -7544331.500000 Penalty: 5265.679688
	Iteration 108Q: 3 clusters Score -7544332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -7544335.000000 Penalty: 5265.679688
	Iteration 109Q: 3 clusters Score -7544335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -7544334.500000 Penalty: 5265.679688
	Iteration 110Q: 3 clusters Score -7544334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -7544338.500000 Penalty: 5265.679688
	Iteration 111Q: 3 clusters Score -7544338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -7544325.000000 Penalty: 5265.679688
	Iteration 112Q: 3 clusters Score -7544325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -7544316.000000 Penalty: 5265.679688
	Iteration 113Q: 3 clusters Score -7544316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -7544321.500000 Penalty: 5265.679688
	Iteration 114Q: 3 clusters Score -7544322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -7544328.500000 Penalty: 5265.679688
	Iteration 115Q: 3 clusters Score -7544328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -7544330.000000 Penalty: 5265.679688
	Iteration 116Q: 3 clusters Score -7544330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -7544321.500000 Penalty: 5265.679688
	Iteration 117Q: 3 clusters Score -7544322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -7544320.000000 Penalty: 5265.679688
	Iteration 118Q: 3 clusters Score -7544320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -7544317.500000 Penalty: 5265.679688
	Iteration 119Q: 3 clusters Score -7544318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -7544312.500000 Penalty: 5265.679688
	Iteration 120F: 3 clusters Score -7544312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -7544316.500000 Penalty: 5265.679688
	Iteration 121Q: 3 clusters Score -7544316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -7544317.500000 Penalty: 5265.679688
	Iteration 122Q: 3 clusters Score -7544318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -7544319.500000 Penalty: 5265.679688
	Iteration 123Q: 3 clusters Score -7544320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -7544321.500000 Penalty: 5265.679688
	Iteration 124Q: 3 clusters Score -7544322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -7544321.000000 Penalty: 5265.679688
	Iteration 125Q: 3 clusters Score -7544321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -7544327.000000 Penalty: 5265.679688
	Iteration 126Q: 3 clusters Score -7544327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -7544330.000000 Penalty: 5265.679688
	Iteration 127Q: 3 clusters Score -7544330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -7544326.000000 Penalty: 5265.679688
	Iteration 128Q: 3 clusters Score -7544326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -7544326.500000 Penalty: 5265.679688
	Iteration 129Q: 3 clusters Score -7544326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -7544331.000000 Penalty: 5265.679688
	Iteration 130Q: 3 clusters Score -7544331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -7544331.000000 Penalty: 5265.679688
	Iteration 131F: 3 clusters Score -7544331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Entering Unmasked Estep 
Score: -7674338.500000 Penalty: 2636.993652
	Iteration 0F: 2 clusters Score -7674338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -7646645.500000 Penalty: 5273.987305
	Iteration 0F: 3 clusters Score -7646646 nChanged 18990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -7657123.500000 Penalty: 5273.987305
	Iteration 1F: 3 clusters Score -7657124 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -7657629.500000 Penalty: 5273.987305
	Iteration 2Q: 3 clusters Score -7657630 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -7658096.000000 Penalty: 5273.987305
	Iteration 3Q: 3 clusters Score -7658096 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -7658514.500000 Penalty: 5273.987305
	Iteration 4Q: 3 clusters Score -7658514 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -7658951.000000 Penalty: 5273.987305
	Iteration 5Q: 3 clusters Score -7658951 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -7659436.500000 Penalty: 5273.987305
	Iteration 6Q: 3 clusters Score -7659436 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -7660093.000000 Penalty: 5273.987305
	Iteration 7Q: 3 clusters Score -7660093 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -7660861.000000 Penalty: 5273.987305
	Iteration 8Q: 3 clusters Score -7660861 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -7661854.000000 Penalty: 5273.987305
	Iteration 9Q: 3 clusters Score -7661854 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -7663030.000000 Penalty: 5273.987305
	Iteration 10Q: 3 clusters Score -7663030 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -7664442.500000 Penalty: 5273.987305
	Iteration 11F: 3 clusters Score -7664442 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -7665703.000000 Penalty: 5273.987305
	Iteration 12F: 3 clusters Score -7665703 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -7666500.000000 Penalty: 5273.987305
	Iteration 13Q: 3 clusters Score -7666500 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -7666862.500000 Penalty: 5273.987305
	Iteration 14Q: 3 clusters Score -7666862 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -7667007.000000 Penalty: 5273.987305
	Iteration 15Q: 3 clusters Score -7667007 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -7667117.500000 Penalty: 5273.987305
	Iteration 16Q: 3 clusters Score -7667118 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -7667205.000000 Penalty: 5273.987305
	Iteration 17Q: 3 clusters Score -7667205 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -7667321.500000 Penalty: 5273.987305
	Iteration 18Q: 3 clusters Score -7667322 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -7667410.000000 Penalty: 5273.987305
	Iteration 19Q: 3 clusters Score -7667410 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -7667480.500000 Penalty: 5273.987305
	Iteration 20F: 3 clusters Score -7667480 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -7667564.000000 Penalty: 5273.987305
	Iteration 21Q: 3 clusters Score -7667564 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -7667625.000000 Penalty: 5273.987305
	Iteration 22Q: 3 clusters Score -7667625 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -7667732.500000 Penalty: 5273.987305
	Iteration 23Q: 3 clusters Score -7667732 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -7667799.500000 Penalty: 5273.987305
	Iteration 24Q: 3 clusters Score -7667800 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -7667891.500000 Penalty: 5273.987305
	Iteration 25Q: 3 clusters Score -7667892 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -7667979.000000 Penalty: 5273.987305
	Iteration 26Q: 3 clusters Score -7667979 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -7668071.000000 Penalty: 5273.987305
	Iteration 27Q: 3 clusters Score -7668071 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -7668164.000000 Penalty: 5273.987305
	Iteration 28Q: 3 clusters Score -7668164 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -7668211.500000 Penalty: 5273.987305
	Iteration 29Q: 3 clusters Score -7668212 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -7668268.500000 Penalty: 5273.987305
	Iteration 30Q: 3 clusters Score -7668268 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -7668337.000000 Penalty: 5273.987305
	Iteration 31Q: 3 clusters Score -7668337 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -7668395.000000 Penalty: 5273.987305
	Iteration 32Q: 3 clusters Score -7668395 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -7668434.000000 Penalty: 5273.987305
	Iteration 33Q: 3 clusters Score -7668434 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -7668553.000000 Penalty: 5273.987305
	Iteration 34Q: 3 clusters Score -7668553 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -7668626.500000 Penalty: 5273.987305
	Iteration 35Q: 3 clusters Score -7668626 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -7668698.500000 Penalty: 5273.987305
	Iteration 36Q: 3 clusters Score -7668698 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -7668731.500000 Penalty: 5273.987305
	Iteration 37Q: 3 clusters Score -7668732 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -7668799.500000 Penalty: 5273.987305
	Iteration 38Q: 3 clusters Score -7668800 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -7668896.000000 Penalty: 5273.987305
	Iteration 39Q: 3 clusters Score -7668896 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -7668942.000000 Penalty: 5273.987305
	Iteration 40F: 3 clusters Score -7668942 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -7669016.000000 Penalty: 5273.987305
	Iteration 41Q: 3 clusters Score -7669016 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -7669070.000000 Penalty: 5273.987305
	Iteration 42Q: 3 clusters Score -7669070 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -7669149.500000 Penalty: 5273.987305
	Iteration 43Q: 3 clusters Score -7669150 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -7669257.500000 Penalty: 5273.987305
	Iteration 44Q: 3 clusters Score -7669258 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -7669347.000000 Penalty: 5273.987305
	Iteration 45Q: 3 clusters Score -7669347 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7669378 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7669455 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -7669553.500000 Penalty: 5273.987305
	Iteration 48Q: 3 clusters Score -7669554 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7669635 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7669727 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7669828 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -7669933.500000 Penalty: 5273.987305
	Iteration 52Q: 3 clusters Score -7669934 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -7669992.500000 Penalty: 5273.987305
	Iteration 53Q: 3 clusters Score -7669992 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -7670104.500000 Penalty: 5273.987305
	Iteration 54Q: 3 clusters Score -7670104 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7670152 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -7670236.500000 Penalty: 5273.987305
	Iteration 56Q: 3 clusters Score -7670236 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7670328 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -7670402.500000 Penalty: 5273.987305
	Iteration 58Q: 3 clusters Score -7670402 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -7670451.500000 Penalty: 5273.987305
	Iteration 59Q: 3 clusters Score -7670452 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -7670514.000000 Penalty: 5273.987305
	Iteration 60F: 3 clusters Score -7670514 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7670592 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -7670694.500000 Penalty: 5273.987305
	Iteration 62Q: 3 clusters Score -7670694 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -7670790.500000 Penalty: 5273.987305
	Iteration 63Q: 3 clusters Score -7670790 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -7670904.500000 Penalty: 5273.987305
	Iteration 64Q: 3 clusters Score -7670904 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -7670988.500000 Penalty: 5273.987305
	Iteration 65Q: 3 clusters Score -7670988 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -7671077.000000 Penalty: 5273.987305
	Iteration 66Q: 3 clusters Score -7671077 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7671135 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -7671192.500000 Penalty: 5273.987305
	Iteration 68Q: 3 clusters Score -7671192 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7671280 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -7671329.500000 Penalty: 5273.987305
	Iteration 70Q: 3 clusters Score -7671330 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -7671412.500000 Penalty: 5273.987305
	Iteration 71Q: 3 clusters Score -7671412 nChanged 278
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7671479 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -7671548.000000 Penalty: 5273.987305
	Iteration 73Q: 3 clusters Score -7671548 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7671625 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -7671701.000000 Penalty: 5273.987305
	Iteration 75Q: 3 clusters Score -7671701 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7671760 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7671838 nChanged 221
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Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7671878 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -7671931.000000 Penalty: 5273.987305
	Iteration 79Q: 3 clusters Score -7671931 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -7671957.500000 Penalty: 5273.987305
	Iteration 80F: 3 clusters Score -7671958 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -7672031.500000 Penalty: 5273.987305
	Iteration 81Q: 3 clusters Score -7672032 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -7672105.500000 Penalty: 5273.987305
	Iteration 82Q: 3 clusters Score -7672106 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -7672166.500000 Penalty: 5273.987305
	Iteration 83Q: 3 clusters Score -7672166 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -7672199.000000 Penalty: 5273.987305
	Iteration 84Q: 3 clusters Score -7672199 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -7672226.000000 Penalty: 5273.987305
	Iteration 85Q: 3 clusters Score -7672226 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7672268 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -7672300.500000 Penalty: 5273.987305
	Iteration 87Q: 3 clusters Score -7672300 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7672350 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -7672382.000000 Penalty: 5273.987305
	Iteration 89Q: 3 clusters Score -7672382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 37629 members 
Entering Unmasked Estep 
Score: -7672386.500000 Penalty: 5273.987305
	Iteration 90Q: 3 clusters Score -7672386 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -7672443.500000 Penalty: 5273.987305
	Iteration 91Q: 3 clusters Score -7672444 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -7672460.500000 Penalty: 5273.987305
	Iteration 92Q: 3 clusters Score -7672460 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -7672465.500000 Penalty: 5273.987305
	Iteration 93Q: 3 clusters Score -7672466 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -7672493.000000 Penalty: 5273.987305
	Iteration 94Q: 3 clusters Score -7672493 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -7672538.500000 Penalty: 5273.987305
	Iteration 95Q: 3 clusters Score -7672538 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -7672563.000000 Penalty: 5273.987305
	Iteration 96Q: 3 clusters Score -7672563 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -7672593.000000 Penalty: 5273.987305
	Iteration 97Q: 3 clusters Score -7672593 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -7672626.000000 Penalty: 5273.987305
	Iteration 98Q: 3 clusters Score -7672626 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -7672650.500000 Penalty: 5273.987305
	Iteration 99Q: 3 clusters Score -7672650 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -7672652.500000 Penalty: 5273.987305
	Iteration 100F: 3 clusters Score -7672652 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7672665 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -7672658.500000 Penalty: 5273.987305
	Iteration 102Q: 3 clusters Score -7672658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -7672661.500000 Penalty: 5273.987305
	Iteration 103Q: 3 clusters Score -7672662 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -7672667.000000 Penalty: 5273.987305
	Iteration 104Q: 3 clusters Score -7672667 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -7672671.000000 Penalty: 5273.987305
	Iteration 105Q: 3 clusters Score -7672671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -7672682.500000 Penalty: 5273.987305
	Iteration 106Q: 3 clusters Score -7672682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -7672697.000000 Penalty: 5273.987305
	Iteration 107Q: 3 clusters Score -7672697 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7672698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -7672703.000000 Penalty: 5273.987305
	Iteration 109Q: 3 clusters Score -7672703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -7672723.000000 Penalty: 5273.987305
	Iteration 110Q: 3 clusters Score -7672723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -7672734.500000 Penalty: 5273.987305
	Iteration 111Q: 3 clusters Score -7672734 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -7672734.500000 Penalty: 5273.987305
	Iteration 112Q: 3 clusters Score -7672734 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -7672738.000000 Penalty: 5273.987305
	Iteration 113Q: 3 clusters Score -7672738 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -7672742.000000 Penalty: 5273.987305
	Iteration 114Q: 3 clusters Score -7672742 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -7672728.500000 Penalty: 5273.987305
	Iteration 115Q: 3 clusters Score -7672728 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -7672732.500000 Penalty: 5273.987305
	Iteration 116Q: 3 clusters Score -7672732 nChanged 19
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Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7672732 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7672728 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7672734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -7672730.000000 Penalty: 5273.987305
	Iteration 120F: 3 clusters Score -7672730 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -7672725.500000 Penalty: 5273.987305
	Iteration 121Q: 3 clusters Score -7672726 nChanged 18
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Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -7672720.500000 Penalty: 5273.987305
	Iteration 122Q: 3 clusters Score -7672720 nChanged 13
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Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7672732 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -7672735.000000 Penalty: 5273.987305
	Iteration 124Q: 3 clusters Score -7672735 nChanged 11
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Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7672725 nChanged 7
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Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -7672736.500000 Penalty: 5273.987305
	Iteration 126Q: 3 clusters Score -7672736 nChanged 5
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Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -7672733.000000 Penalty: 5273.987305
	Iteration 127Q: 3 clusters Score -7672733 nChanged 3
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Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7672736 nChanged 3
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Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7672728 nChanged 6
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Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -7672731.500000 Penalty: 5273.987305
	Iteration 130Q: 3 clusters Score -7672732 nChanged 7
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Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -7672739.500000 Penalty: 5273.987305
	Iteration 131Q: 3 clusters Score -7672740 nChanged 6
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Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7672742.000000 Penalty: 5273.987305
	Iteration 132Q: 3 clusters Score -7672742 nChanged 13
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Mstep: Class 1 contains 1353 members 
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Entering Unmasked Estep 
Score: -7672737.500000 Penalty: 5273.987305
	Iteration 133Q: 3 clusters Score -7672738 nChanged 19
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Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7672742 nChanged 10
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Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7672750 nChanged 11
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Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7672750 nChanged 9
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Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -7672755.000000 Penalty: 5273.987305
	Iteration 137Q: 3 clusters Score -7672755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -7672759.000000 Penalty: 5273.987305
	Iteration 138Q: 3 clusters Score -7672759 nChanged 11
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Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7672760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -7672759.500000 Penalty: 5273.987305
	Iteration 140F: 3 clusters Score -7672760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -7672754.500000 Penalty: 5273.987305
	Iteration 141Q: 3 clusters Score -7672754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -7672762.500000 Penalty: 5273.987305
	Iteration 142Q: 3 clusters Score -7672762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -7672769.000000 Penalty: 5273.987305
	Iteration 143Q: 3 clusters Score -7672769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7672762.500000 Penalty: 5273.987305
	Iteration 144Q: 3 clusters Score -7672762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -7672759.500000 Penalty: 5273.987305
	Iteration 145Q: 3 clusters Score -7672760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -7672758.000000 Penalty: 5273.987305
	Iteration 146Q: 3 clusters Score -7672758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -7672762.000000 Penalty: 5273.987305
	Iteration 147Q: 3 clusters Score -7672762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -7672771.000000 Penalty: 5273.987305
	Iteration 148Q: 3 clusters Score -7672771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -7672766.500000 Penalty: 5273.987305
	Iteration 149Q: 3 clusters Score -7672766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -7672769.500000 Penalty: 5273.987305
	Iteration 150Q: 3 clusters Score -7672770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -7672766.000000 Penalty: 5273.987305
	Iteration 151Q: 3 clusters Score -7672766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -7672760.500000 Penalty: 5273.987305
	Iteration 152Q: 3 clusters Score -7672760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -7672770.000000 Penalty: 5273.987305
	Iteration 153Q: 3 clusters Score -7672770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -7672767.000000 Penalty: 5273.987305
	Iteration 154Q: 3 clusters Score -7672767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -7672774.000000 Penalty: 5273.987305
	Iteration 155Q: 3 clusters Score -7672774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -7672773.500000 Penalty: 5273.987305
	Iteration 156Q: 3 clusters Score -7672774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -7672780.000000 Penalty: 5273.987305
	Iteration 157Q: 3 clusters Score -7672780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 40366 members 
Entering Unmasked Estep 
Score: -7672776.000000 Penalty: 5273.987305
	Iteration 158Q: 3 clusters Score -7672776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -7672779.500000 Penalty: 5273.987305
	Iteration 159Q: 3 clusters Score -7672780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -7672781.000000 Penalty: 5273.987305
	Iteration 160F: 3 clusters Score -7672781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -7672778.500000 Penalty: 5273.987305
	Iteration 161Q: 3 clusters Score -7672778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 40379 members 
Entering Unmasked Estep 
Score: -7672785.000000 Penalty: 5273.987305
	Iteration 162Q: 3 clusters Score -7672785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -7672788.000000 Penalty: 5273.987305
	Iteration 163Q: 3 clusters Score -7672788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -7672780.000000 Penalty: 5273.987305
	Iteration 164Q: 3 clusters Score -7672780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -7672790.000000 Penalty: 5273.987305
	Iteration 165Q: 3 clusters Score -7672790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -7672789.000000 Penalty: 5273.987305
	Iteration 166Q: 3 clusters Score -7672789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -7672780.500000 Penalty: 5273.987305
	Iteration 167Q: 3 clusters Score -7672780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -7672784.000000 Penalty: 5273.987305
	Iteration 168Q: 3 clusters Score -7672784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -7672784.500000 Penalty: 5273.987305
	Iteration 169Q: 3 clusters Score -7672784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -7672784.500000 Penalty: 5273.987305
	Iteration 170F: 3 clusters Score -7672784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Entering Unmasked Estep 
Score: -637450.500000 Penalty: 2022.030762
	Iteration 0F: 2 clusters Score -637450.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -633825.125000 Penalty: 4044.061523
	Iteration 0F: 3 clusters Score -633825.1 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -634642.125000 Penalty: 4044.061523
	Iteration 1F: 3 clusters Score -634642.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -634808.250000 Penalty: 4044.061523
	Iteration 2F: 3 clusters Score -634808.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -634899.187500 Penalty: 4044.061523
	Iteration 3Q: 3 clusters Score -634899.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -634948.812500 Penalty: 4044.061523
	Iteration 4Q: 3 clusters Score -634948.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -634978.250000 Penalty: 4044.061523
	Iteration 5Q: 3 clusters Score -634978.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -634999.937500 Penalty: 4044.061523
	Iteration 6Q: 3 clusters Score -634999.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -635016.312500 Penalty: 4044.061523
	Iteration 7Q: 3 clusters Score -635016.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -635023.500000 Penalty: 4044.061523
	Iteration 8Q: 3 clusters Score -635023.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -635032.625000 Penalty: 4044.061523
	Iteration 9Q: 3 clusters Score -635032.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -635041.562500 Penalty: 4044.061523
	Iteration 10Q: 3 clusters Score -635041.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -635048.250000 Penalty: 4044.061523
	Iteration 11Q: 3 clusters Score -635048.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -635052.812500 Penalty: 4044.061523
	Iteration 12Q: 3 clusters Score -635052.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -635056.937500 Penalty: 4044.061523
	Iteration 13Q: 3 clusters Score -635056.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -635059.000000 Penalty: 4044.061523
	Iteration 14Q: 3 clusters Score -635059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -635060.875000 Penalty: 4044.061523
	Iteration 15Q: 3 clusters Score -635060.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -635061.125000 Penalty: 4044.061523
	Iteration 16Q: 3 clusters Score -635061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -635062.750000 Penalty: 4044.061523
	Iteration 17Q: 3 clusters Score -635062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -635064.062500 Penalty: 4044.061523
	Iteration 18Q: 3 clusters Score -635064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -635064.875000 Penalty: 4044.061523
	Iteration 19Q: 3 clusters Score -635064.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -635065.250000 Penalty: 4044.061523
	Iteration 20F: 3 clusters Score -635065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -635066.250000 Penalty: 4044.061523
	Iteration 21Q: 3 clusters Score -635066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -635066.562500 Penalty: 4044.061523
	Iteration 22Q: 3 clusters Score -635066.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -635067.125000 Penalty: 4044.061523
	Iteration 23Q: 3 clusters Score -635067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -635069.812500 Penalty: 4044.061523
	Iteration 24Q: 3 clusters Score -635069.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -635071.000000 Penalty: 4044.061523
	Iteration 25Q: 3 clusters Score -635071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -635070.500000 Penalty: 4044.061523
	Iteration 26Q: 3 clusters Score -635070.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -635071.312500 Penalty: 4044.061523
	Iteration 27Q: 3 clusters Score -635071.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -635071.312500 Penalty: 4044.061523
	Iteration 28F: 3 clusters Score -635071.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Entering Unmasked Estep 
Score: -8520187.000000 Penalty: 2661.681152
	Iteration 0F: 2 clusters Score -8520187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -8490452.000000 Penalty: 5323.362305
	Iteration 0F: 3 clusters Score -8490452 nChanged 20930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -8501915.000000 Penalty: 5323.362305
	Iteration 1F: 3 clusters Score -8501915 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -8502358.000000 Penalty: 5323.362305
	Iteration 2Q: 3 clusters Score -8502358 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -8502787.000000 Penalty: 5323.362305
	Iteration 3Q: 3 clusters Score -8502787 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -8503170.000000 Penalty: 5323.362305
	Iteration 4Q: 3 clusters Score -8503170 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -8503492.000000 Penalty: 5323.362305
	Iteration 5Q: 3 clusters Score -8503492 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -8503872.000000 Penalty: 5323.362305
	Iteration 6Q: 3 clusters Score -8503872 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -8504288.000000 Penalty: 5323.362305
	Iteration 7Q: 3 clusters Score -8504288 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -8504786.000000 Penalty: 5323.362305
	Iteration 8Q: 3 clusters Score -8504786 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -8505374.000000 Penalty: 5323.362305
	Iteration 9Q: 3 clusters Score -8505374 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -8506216.000000 Penalty: 5323.362305
	Iteration 10Q: 3 clusters Score -8506216 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -8507346.000000 Penalty: 5323.362305
	Iteration 11Q: 3 clusters Score -8507346 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -8508862.000000 Penalty: 5323.362305
	Iteration 12F: 3 clusters Score -8508862 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -8510698.000000 Penalty: 5323.362305
	Iteration 13F: 3 clusters Score -8510698 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -8512328.000000 Penalty: 5323.362305
	Iteration 14F: 3 clusters Score -8512328 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -8513431.000000 Penalty: 5323.362305
	Iteration 15Q: 3 clusters Score -8513431 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -8514043.000000 Penalty: 5323.362305
	Iteration 16Q: 3 clusters Score -8514043 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -8514592.000000 Penalty: 5323.362305
	Iteration 17Q: 3 clusters Score -8514592 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -8515058.000000 Penalty: 5323.362305
	Iteration 18Q: 3 clusters Score -8515058 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -8515426.000000 Penalty: 5323.362305
	Iteration 19Q: 3 clusters Score -8515426 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -8515810.000000 Penalty: 5323.362305
	Iteration 20F: 3 clusters Score -8515810 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -8516178.000000 Penalty: 5323.362305
	Iteration 21Q: 3 clusters Score -8516178 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -8516526.000000 Penalty: 5323.362305
	Iteration 22Q: 3 clusters Score -8516526 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -8516776.000000 Penalty: 5323.362305
	Iteration 23Q: 3 clusters Score -8516776 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -8517004.000000 Penalty: 5323.362305
	Iteration 24Q: 3 clusters Score -8517004 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -8517114.000000 Penalty: 5323.362305
	Iteration 25Q: 3 clusters Score -8517114 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -8517246.000000 Penalty: 5323.362305
	Iteration 26Q: 3 clusters Score -8517246 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -8517349.000000 Penalty: 5323.362305
	Iteration 27Q: 3 clusters Score -8517349 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -8517453.000000 Penalty: 5323.362305
	Iteration 28Q: 3 clusters Score -8517453 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -8517560.000000 Penalty: 5323.362305
	Iteration 29Q: 3 clusters Score -8517560 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -8517629.000000 Penalty: 5323.362305
	Iteration 30Q: 3 clusters Score -8517629 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -8517694.000000 Penalty: 5323.362305
	Iteration 31Q: 3 clusters Score -8517694 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -8517773.000000 Penalty: 5323.362305
	Iteration 32Q: 3 clusters Score -8517773 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -8517848.000000 Penalty: 5323.362305
	Iteration 33Q: 3 clusters Score -8517848 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -8517887.000000 Penalty: 5323.362305
	Iteration 34Q: 3 clusters Score -8517887 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -8517966.000000 Penalty: 5323.362305
	Iteration 35Q: 3 clusters Score -8517966 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -8518017.000000 Penalty: 5323.362305
	Iteration 36Q: 3 clusters Score -8518017 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -8518073.000000 Penalty: 5323.362305
	Iteration 37Q: 3 clusters Score -8518073 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -8518097.000000 Penalty: 5323.362305
	Iteration 38Q: 3 clusters Score -8518097 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -8518152.000000 Penalty: 5323.362305
	Iteration 39Q: 3 clusters Score -8518152 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -8518167.000000 Penalty: 5323.362305
	Iteration 40F: 3 clusters Score -8518167 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -8518214.000000 Penalty: 5323.362305
	Iteration 41Q: 3 clusters Score -8518214 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -8518273.000000 Penalty: 5323.362305
	Iteration 42Q: 3 clusters Score -8518273 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 41229 members 
Entering Unmasked Estep 
Score: -8518312.000000 Penalty: 5323.362305
	Iteration 43Q: 3 clusters Score -8518312 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -8518337.000000 Penalty: 5323.362305
	Iteration 44Q: 3 clusters Score -8518337 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -8518355.000000 Penalty: 5323.362305
	Iteration 45Q: 3 clusters Score -8518355 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -8518362.000000 Penalty: 5323.362305
	Iteration 46Q: 3 clusters Score -8518362 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -8518403.000000 Penalty: 5323.362305
	Iteration 47Q: 3 clusters Score -8518403 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -8518439.000000 Penalty: 5323.362305
	Iteration 48Q: 3 clusters Score -8518439 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -8518455.000000 Penalty: 5323.362305
	Iteration 49Q: 3 clusters Score -8518455 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -8518451.000000 Penalty: 5323.362305
	Iteration 50Q: 3 clusters Score -8518451 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -8518452.000000 Penalty: 5323.362305
	Iteration 51Q: 3 clusters Score -8518452 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -8518469.000000 Penalty: 5323.362305
	Iteration 52Q: 3 clusters Score -8518469 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -8518460.000000 Penalty: 5323.362305
	Iteration 53Q: 3 clusters Score -8518460 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -8518459.000000 Penalty: 5323.362305
	Iteration 54Q: 3 clusters Score -8518459 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -8518469.000000 Penalty: 5323.362305
	Iteration 55Q: 3 clusters Score -8518469 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -8518476.000000 Penalty: 5323.362305
	Iteration 56Q: 3 clusters Score -8518476 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -8518456.000000 Penalty: 5323.362305
	Iteration 57Q: 3 clusters Score -8518456 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -8518440.000000 Penalty: 5323.362305
	Iteration 58Q: 3 clusters Score -8518440 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -8518411.000000 Penalty: 5323.362305
	Iteration 59Q: 3 clusters Score -8518411 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -8518424.000000 Penalty: 5323.362305
	Iteration 60F: 3 clusters Score -8518424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -8518415.000000 Penalty: 5323.362305
	Iteration 61Q: 3 clusters Score -8518415 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -8518407.000000 Penalty: 5323.362305
	Iteration 62Q: 3 clusters Score -8518407 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8518401.000000 Penalty: 5323.362305
	Iteration 63Q: 3 clusters Score -8518401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -8518377.000000 Penalty: 5323.362305
	Iteration 64Q: 3 clusters Score -8518377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -8518375.000000 Penalty: 5323.362305
	Iteration 65Q: 3 clusters Score -8518375 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8518369.000000 Penalty: 5323.362305
	Iteration 66Q: 3 clusters Score -8518369 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -8518373.000000 Penalty: 5323.362305
	Iteration 67Q: 3 clusters Score -8518373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -8518368.000000 Penalty: 5323.362305
	Iteration 68Q: 3 clusters Score -8518368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -8518363.000000 Penalty: 5323.362305
	Iteration 69Q: 3 clusters Score -8518363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -8518352.000000 Penalty: 5323.362305
	Iteration 70Q: 3 clusters Score -8518352 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -8518353.000000 Penalty: 5323.362305
	Iteration 71Q: 3 clusters Score -8518353 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -8518356.000000 Penalty: 5323.362305
	Iteration 72Q: 3 clusters Score -8518356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -8518360.000000 Penalty: 5323.362305
	Iteration 73Q: 3 clusters Score -8518360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -8518355.000000 Penalty: 5323.362305
	Iteration 74Q: 3 clusters Score -8518355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -8518347.000000 Penalty: 5323.362305
	Iteration 75Q: 3 clusters Score -8518347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8518340.000000 Penalty: 5323.362305
	Iteration 76Q: 3 clusters Score -8518340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -8518332.000000 Penalty: 5323.362305
	Iteration 77Q: 3 clusters Score -8518332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -8518338.000000 Penalty: 5323.362305
	Iteration 78Q: 3 clusters Score -8518338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -8518335.000000 Penalty: 5323.362305
	Iteration 79Q: 3 clusters Score -8518335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -8518345.000000 Penalty: 5323.362305
	Iteration 80F: 3 clusters Score -8518345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -8518346.000000 Penalty: 5323.362305
	Iteration 81Q: 3 clusters Score -8518346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -8518351.000000 Penalty: 5323.362305
	Iteration 82Q: 3 clusters Score -8518351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -8518346.000000 Penalty: 5323.362305
	Iteration 83Q: 3 clusters Score -8518346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -8518340.000000 Penalty: 5323.362305
	Iteration 84Q: 3 clusters Score -8518340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -8518355.000000 Penalty: 5323.362305
	Iteration 85Q: 3 clusters Score -8518355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -8518347.000000 Penalty: 5323.362305
	Iteration 86Q: 3 clusters Score -8518347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -8518343.000000 Penalty: 5323.362305
	Iteration 87Q: 3 clusters Score -8518343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -8518357.000000 Penalty: 5323.362305
	Iteration 88Q: 3 clusters Score -8518357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -8518349.000000 Penalty: 5323.362305
	Iteration 89Q: 3 clusters Score -8518349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -8518355.000000 Penalty: 5323.362305
	Iteration 90Q: 3 clusters Score -8518355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -8518354.000000 Penalty: 5323.362305
	Iteration 91Q: 3 clusters Score -8518354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -8518347.000000 Penalty: 5323.362305
	Iteration 92Q: 3 clusters Score -8518347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -8518355.000000 Penalty: 5323.362305
	Iteration 93Q: 3 clusters Score -8518355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -8518350.000000 Penalty: 5323.362305
	Iteration 94Q: 3 clusters Score -8518350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8518339.000000 Penalty: 5323.362305
	Iteration 95Q: 3 clusters Score -8518339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -8518356.000000 Penalty: 5323.362305
	Iteration 96Q: 3 clusters Score -8518356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -8518354.000000 Penalty: 5323.362305
	Iteration 97Q: 3 clusters Score -8518354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -8518352.000000 Penalty: 5323.362305
	Iteration 98Q: 3 clusters Score -8518352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8518354.000000 Penalty: 5323.362305
	Iteration 99Q: 3 clusters Score -8518354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -8518347.000000 Penalty: 5323.362305
	Iteration 100F: 3 clusters Score -8518347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -8518353.000000 Penalty: 5323.362305
	Iteration 101Q: 3 clusters Score -8518353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -8518349.000000 Penalty: 5323.362305
	Iteration 102Q: 3 clusters Score -8518349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -8518349.000000 Penalty: 5323.362305
	Iteration 103Q: 3 clusters Score -8518349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -8518343.000000 Penalty: 5323.362305
	Iteration 104Q: 3 clusters Score -8518343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -8518346.000000 Penalty: 5323.362305
	Iteration 105Q: 3 clusters Score -8518346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -8518347.000000 Penalty: 5323.362305
	Iteration 106Q: 3 clusters Score -8518347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -8518347.000000 Penalty: 5323.362305
	Iteration 107F: 3 clusters Score -8518347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -420687.343750 Penalty: 1935.555542
	Iteration 0F: 2 clusters Score -420687.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -417820.781250 Penalty: 3871.111084
	Iteration 0F: 3 clusters Score -417820.8 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -418422.468750 Penalty: 3871.111084
	Iteration 1F: 3 clusters Score -418422.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -418646.937500 Penalty: 3871.111084
	Iteration 2F: 3 clusters Score -418646.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -418779.281250 Penalty: 3871.111084
	Iteration 3F: 3 clusters Score -418779.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -418853.812500 Penalty: 3871.111084
	Iteration 4Q: 3 clusters Score -418853.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -418914.250000 Penalty: 3871.111084
	Iteration 5Q: 3 clusters Score -418914.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -418974.531250 Penalty: 3871.111084
	Iteration 6Q: 3 clusters Score -418974.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -419021.312500 Penalty: 3871.111084
	Iteration 7Q: 3 clusters Score -419021.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -419055.562500 Penalty: 3871.111084
	Iteration 8Q: 3 clusters Score -419055.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -419083.343750 Penalty: 3871.111084
	Iteration 9Q: 3 clusters Score -419083.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -419099.218750 Penalty: 3871.111084
	Iteration 10Q: 3 clusters Score -419099.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -419111.031250 Penalty: 3871.111084
	Iteration 11Q: 3 clusters Score -419111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -419118.937500 Penalty: 3871.111084
	Iteration 12Q: 3 clusters Score -419118.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -419130.093750 Penalty: 3871.111084
	Iteration 13Q: 3 clusters Score -419130.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -419146.156250 Penalty: 3871.111084
	Iteration 14Q: 3 clusters Score -419146.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -419157.656250 Penalty: 3871.111084
	Iteration 15Q: 3 clusters Score -419157.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -419169.000000 Penalty: 3871.111084
	Iteration 16Q: 3 clusters Score -419169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -419177.031250 Penalty: 3871.111084
	Iteration 17Q: 3 clusters Score -419177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -419185.906250 Penalty: 3871.111084
	Iteration 18Q: 3 clusters Score -419185.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -419199.093750 Penalty: 3871.111084
	Iteration 19Q: 3 clusters Score -419199.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -419207.125000 Penalty: 3871.111084
	Iteration 20F: 3 clusters Score -419207.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -419219.625000 Penalty: 3871.111084
	Iteration 21Q: 3 clusters Score -419219.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -419241.562500 Penalty: 3871.111084
	Iteration 22Q: 3 clusters Score -419241.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -419261.406250 Penalty: 3871.111084
	Iteration 23Q: 3 clusters Score -419261.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -419281.000000 Penalty: 3871.111084
	Iteration 24Q: 3 clusters Score -419281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -419310.968750 Penalty: 3871.111084
	Iteration 25Q: 3 clusters Score -419311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -419337.500000 Penalty: 3871.111084
	Iteration 26Q: 3 clusters Score -419337.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -419378.625000 Penalty: 3871.111084
	Iteration 27Q: 3 clusters Score -419378.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -419413.031250 Penalty: 3871.111084
	Iteration 28Q: 3 clusters Score -419413 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -419453.593750 Penalty: 3871.111084
	Iteration 29Q: 3 clusters Score -419453.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -419481.531250 Penalty: 3871.111084
	Iteration 30Q: 3 clusters Score -419481.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -419499.343750 Penalty: 3871.111084
	Iteration 31Q: 3 clusters Score -419499.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -419513.812500 Penalty: 3871.111084
	Iteration 32Q: 3 clusters Score -419513.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -419528.500000 Penalty: 3871.111084
	Iteration 33Q: 3 clusters Score -419528.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -419550.250000 Penalty: 3871.111084
	Iteration 34Q: 3 clusters Score -419550.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -419575.062500 Penalty: 3871.111084
	Iteration 35Q: 3 clusters Score -419575.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -419597.531250 Penalty: 3871.111084
	Iteration 36Q: 3 clusters Score -419597.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -419625.500000 Penalty: 3871.111084
	Iteration 37Q: 3 clusters Score -419625.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -419638.781250 Penalty: 3871.111084
	Iteration 38Q: 3 clusters Score -419638.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -419654.343750 Penalty: 3871.111084
	Iteration 39Q: 3 clusters Score -419654.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -419681.875000 Penalty: 3871.111084
	Iteration 40F: 3 clusters Score -419681.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -419701.312500 Penalty: 3871.111084
	Iteration 41Q: 3 clusters Score -419701.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -419722.218750 Penalty: 3871.111084
	Iteration 42Q: 3 clusters Score -419722.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -419745.750000 Penalty: 3871.111084
	Iteration 43Q: 3 clusters Score -419745.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -419762.500000 Penalty: 3871.111084
	Iteration 44Q: 3 clusters Score -419762.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -419779.031250 Penalty: 3871.111084
	Iteration 45Q: 3 clusters Score -419779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -419796.312500 Penalty: 3871.111084
	Iteration 46Q: 3 clusters Score -419796.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -419817.312500 Penalty: 3871.111084
	Iteration 47Q: 3 clusters Score -419817.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -419838.843750 Penalty: 3871.111084
	Iteration 48Q: 3 clusters Score -419838.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -419859.312500 Penalty: 3871.111084
	Iteration 49Q: 3 clusters Score -419859.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -419881.343750 Penalty: 3871.111084
	Iteration 50Q: 3 clusters Score -419881.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -419893.031250 Penalty: 3871.111084
	Iteration 51Q: 3 clusters Score -419893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -419900.906250 Penalty: 3871.111084
	Iteration 52Q: 3 clusters Score -419900.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -419906.250000 Penalty: 3871.111084
	Iteration 53Q: 3 clusters Score -419906.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -419909.968750 Penalty: 3871.111084
	Iteration 54Q: 3 clusters Score -419910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -419916.093750 Penalty: 3871.111084
	Iteration 55Q: 3 clusters Score -419916.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -419919.031250 Penalty: 3871.111084
	Iteration 56Q: 3 clusters Score -419919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -419922.312500 Penalty: 3871.111084
	Iteration 57Q: 3 clusters Score -419922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -419928.125000 Penalty: 3871.111084
	Iteration 58Q: 3 clusters Score -419928.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -419930.562500 Penalty: 3871.111084
	Iteration 59Q: 3 clusters Score -419930.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -419934.625000 Penalty: 3871.111084
	Iteration 60F: 3 clusters Score -419934.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -419938.843750 Penalty: 3871.111084
	Iteration 61Q: 3 clusters Score -419938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -419944.750000 Penalty: 3871.111084
	Iteration 62Q: 3 clusters Score -419944.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -419952.312500 Penalty: 3871.111084
	Iteration 63Q: 3 clusters Score -419952.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -419959.125000 Penalty: 3871.111084
	Iteration 64Q: 3 clusters Score -419959.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -419964.812500 Penalty: 3871.111084
	Iteration 65Q: 3 clusters Score -419964.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -419970.187500 Penalty: 3871.111084
	Iteration 66Q: 3 clusters Score -419970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -419973.343750 Penalty: 3871.111084
	Iteration 67Q: 3 clusters Score -419973.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -419979.500000 Penalty: 3871.111084
	Iteration 68Q: 3 clusters Score -419979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -419984.031250 Penalty: 3871.111084
	Iteration 69Q: 3 clusters Score -419984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -419989.750000 Penalty: 3871.111084
	Iteration 70Q: 3 clusters Score -419989.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -419992.437500 Penalty: 3871.111084
	Iteration 71Q: 3 clusters Score -419992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -419994.312500 Penalty: 3871.111084
	Iteration 72Q: 3 clusters Score -419994.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -419995.750000 Penalty: 3871.111084
	Iteration 73Q: 3 clusters Score -419995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -419997.312500 Penalty: 3871.111084
	Iteration 74Q: 3 clusters Score -419997.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -420002.375000 Penalty: 3871.111084
	Iteration 75Q: 3 clusters Score -420002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -420007.468750 Penalty: 3871.111084
	Iteration 76Q: 3 clusters Score -420007.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -420013.968750 Penalty: 3871.111084
	Iteration 77Q: 3 clusters Score -420014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -420015.937500 Penalty: 3871.111084
	Iteration 78Q: 3 clusters Score -420015.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -420015.937500 Penalty: 3871.111084
	Iteration 79F: 3 clusters Score -420015.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -56304.363281 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -56304.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -54843.964844 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -54843.96 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -55131.625000 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -55131.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -55335.582031 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -55335.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -55437.367188 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -55437.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -55563.707031 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -55563.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -55668.660156 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -55668.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -55733.746094 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -55733.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -55761.605469 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -55761.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -55774.250000 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -55774.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55786.296875 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -55786.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55786.296875 Penalty: 3090.318848
	Iteration 10F: 3 clusters Score -55786.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Entering Unmasked Estep 
Score: -6883529.500000 Penalty: 2610.646973
	Iteration 0F: 2 clusters Score -6883530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -6858296.500000 Penalty: 5221.293945
	Iteration 0F: 3 clusters Score -6858296 nChanged 17078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -6867387.500000 Penalty: 5221.293945
	Iteration 1F: 3 clusters Score -6867388 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -6867839.000000 Penalty: 5221.293945
	Iteration 2Q: 3 clusters Score -6867839 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -6868331.000000 Penalty: 5221.293945
	Iteration 3Q: 3 clusters Score -6868331 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -6868921.000000 Penalty: 5221.293945
	Iteration 4Q: 3 clusters Score -6868921 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -6869583.000000 Penalty: 5221.293945
	Iteration 5Q: 3 clusters Score -6869583 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -6870243.500000 Penalty: 5221.293945
	Iteration 6Q: 3 clusters Score -6870244 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -6871012.500000 Penalty: 5221.293945
	Iteration 7Q: 3 clusters Score -6871012 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -6872059.000000 Penalty: 5221.293945
	Iteration 8Q: 3 clusters Score -6872059 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -6873230.500000 Penalty: 5221.293945
	Iteration 9Q: 3 clusters Score -6873230 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -6874451.000000 Penalty: 5221.293945
	Iteration 10Q: 3 clusters Score -6874451 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -6875660.500000 Penalty: 5221.293945
	Iteration 11Q: 3 clusters Score -6875660 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -6876555.000000 Penalty: 5221.293945
	Iteration 12Q: 3 clusters Score -6876555 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -6877204.000000 Penalty: 5221.293945
	Iteration 13Q: 3 clusters Score -6877204 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -6877730.000000 Penalty: 5221.293945
	Iteration 14Q: 3 clusters Score -6877730 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -6878145.000000 Penalty: 5221.293945
	Iteration 15Q: 3 clusters Score -6878145 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -6878445.500000 Penalty: 5221.293945
	Iteration 16Q: 3 clusters Score -6878446 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -6878728.500000 Penalty: 5221.293945
	Iteration 17Q: 3 clusters Score -6878728 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -6879040.000000 Penalty: 5221.293945
	Iteration 18Q: 3 clusters Score -6879040 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -6879367.000000 Penalty: 5221.293945
	Iteration 19Q: 3 clusters Score -6879367 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -6879645.500000 Penalty: 5221.293945
	Iteration 20F: 3 clusters Score -6879646 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6879915.000000 Penalty: 5221.293945
	Iteration 21Q: 3 clusters Score -6879915 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6880157.000000 Penalty: 5221.293945
	Iteration 22Q: 3 clusters Score -6880157 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6880362.500000 Penalty: 5221.293945
	Iteration 23Q: 3 clusters Score -6880362 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6880546.500000 Penalty: 5221.293945
	Iteration 24Q: 3 clusters Score -6880546 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6880670.000000 Penalty: 5221.293945
	Iteration 25Q: 3 clusters Score -6880670 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6880791.500000 Penalty: 5221.293945
	Iteration 26Q: 3 clusters Score -6880792 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6880890.000000 Penalty: 5221.293945
	Iteration 27Q: 3 clusters Score -6880890 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6880951.500000 Penalty: 5221.293945
	Iteration 28Q: 3 clusters Score -6880952 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6881005.500000 Penalty: 5221.293945
	Iteration 29Q: 3 clusters Score -6881006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6881051.000000 Penalty: 5221.293945
	Iteration 30Q: 3 clusters Score -6881051 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6881091.500000 Penalty: 5221.293945
	Iteration 31Q: 3 clusters Score -6881092 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6881124.500000 Penalty: 5221.293945
	Iteration 32Q: 3 clusters Score -6881124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6881155.000000 Penalty: 5221.293945
	Iteration 33Q: 3 clusters Score -6881155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6881164.000000 Penalty: 5221.293945
	Iteration 34Q: 3 clusters Score -6881164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6881179.500000 Penalty: 5221.293945
	Iteration 35Q: 3 clusters Score -6881180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -6881190.500000 Penalty: 5221.293945
	Iteration 36Q: 3 clusters Score -6881190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -6881211.500000 Penalty: 5221.293945
	Iteration 37Q: 3 clusters Score -6881212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6881229.000000 Penalty: 5221.293945
	Iteration 38Q: 3 clusters Score -6881229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6881238.500000 Penalty: 5221.293945
	Iteration 39Q: 3 clusters Score -6881238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6881239.000000 Penalty: 5221.293945
	Iteration 40F: 3 clusters Score -6881239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6881239.000000 Penalty: 5221.293945
	Iteration 41Q: 3 clusters Score -6881239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6881241.500000 Penalty: 5221.293945
	Iteration 42Q: 3 clusters Score -6881242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6881246.000000 Penalty: 5221.293945
	Iteration 43Q: 3 clusters Score -6881246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6881251.000000 Penalty: 5221.293945
	Iteration 44Q: 3 clusters Score -6881251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6881259.500000 Penalty: 5221.293945
	Iteration 45Q: 3 clusters Score -6881260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6881258.000000 Penalty: 5221.293945
	Iteration 46Q: 3 clusters Score -6881258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6881258.000000 Penalty: 5221.293945
	Iteration 47Q: 3 clusters Score -6881258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6881268.000000 Penalty: 5221.293945
	Iteration 48Q: 3 clusters Score -6881268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -6881269.000000 Penalty: 5221.293945
	Iteration 49Q: 3 clusters Score -6881269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6881277.000000 Penalty: 5221.293945
	Iteration 50Q: 3 clusters Score -6881277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6881277.500000 Penalty: 5221.293945
	Iteration 51Q: 3 clusters Score -6881278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6881281.500000 Penalty: 5221.293945
	Iteration 52Q: 3 clusters Score -6881282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6881281.500000 Penalty: 5221.293945
	Iteration 53Q: 3 clusters Score -6881282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6881277.500000 Penalty: 5221.293945
	Iteration 54Q: 3 clusters Score -6881278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -6881278.000000 Penalty: 5221.293945
	Iteration 55Q: 3 clusters Score -6881278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -6881281.500000 Penalty: 5221.293945
	Iteration 56Q: 3 clusters Score -6881282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6881276.000000 Penalty: 5221.293945
	Iteration 57Q: 3 clusters Score -6881276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6881276.000000 Penalty: 5221.293945
	Iteration 58F: 3 clusters Score -6881276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Entering Unmasked Estep 
Score: -5157466.500000 Penalty: 2546.281006
	Iteration 0F: 2 clusters Score -5157466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -5137669.500000 Penalty: 5092.562012
	Iteration 0F: 3 clusters Score -5137670 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -5144637.000000 Penalty: 5092.562012
	Iteration 1F: 3 clusters Score -5144637 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -5144984.000000 Penalty: 5092.562012
	Iteration 2Q: 3 clusters Score -5144984 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -5145245.500000 Penalty: 5092.562012
	Iteration 3Q: 3 clusters Score -5145246 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -5145545.000000 Penalty: 5092.562012
	Iteration 4Q: 3 clusters Score -5145545 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -5145905.000000 Penalty: 5092.562012
	Iteration 5Q: 3 clusters Score -5145905 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -5146437.500000 Penalty: 5092.562012
	Iteration 6Q: 3 clusters Score -5146438 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -5147235.000000 Penalty: 5092.562012
	Iteration 7F: 3 clusters Score -5147235 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -5148519.000000 Penalty: 5092.562012
	Iteration 8F: 3 clusters Score -5148519 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -5150224.000000 Penalty: 5092.562012
	Iteration 9F: 3 clusters Score -5150224 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -5151996.500000 Penalty: 5092.562012
	Iteration 10F: 3 clusters Score -5151996 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5153452.000000 Penalty: 5092.562012
	Iteration 11F: 3 clusters Score -5153452 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -5154350.000000 Penalty: 5092.562012
	Iteration 12Q: 3 clusters Score -5154350 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -5154773.000000 Penalty: 5092.562012
	Iteration 13Q: 3 clusters Score -5154773 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -5154947.500000 Penalty: 5092.562012
	Iteration 14Q: 3 clusters Score -5154948 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -5155057.500000 Penalty: 5092.562012
	Iteration 15Q: 3 clusters Score -5155058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -5155138.500000 Penalty: 5092.562012
	Iteration 16Q: 3 clusters Score -5155138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -5155192.500000 Penalty: 5092.562012
	Iteration 17Q: 3 clusters Score -5155192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -5155244.500000 Penalty: 5092.562012
	Iteration 18Q: 3 clusters Score -5155244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -5155280.500000 Penalty: 5092.562012
	Iteration 19Q: 3 clusters Score -5155280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -5155317.000000 Penalty: 5092.562012
	Iteration 20F: 3 clusters Score -5155317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -5155331.000000 Penalty: 5092.562012
	Iteration 21Q: 3 clusters Score -5155331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -5155341.000000 Penalty: 5092.562012
	Iteration 22Q: 3 clusters Score -5155341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -5155350.500000 Penalty: 5092.562012
	Iteration 23Q: 3 clusters Score -5155350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -5155345.500000 Penalty: 5092.562012
	Iteration 24Q: 3 clusters Score -5155346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -5155366.500000 Penalty: 5092.562012
	Iteration 25Q: 3 clusters Score -5155366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -5155366.000000 Penalty: 5092.562012
	Iteration 26Q: 3 clusters Score -5155366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -5155362.500000 Penalty: 5092.562012
	Iteration 27Q: 3 clusters Score -5155362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -5155362.500000 Penalty: 5092.562012
	Iteration 28Q: 3 clusters Score -5155362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -5155365.500000 Penalty: 5092.562012
	Iteration 29Q: 3 clusters Score -5155366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5155366.000000 Penalty: 5092.562012
	Iteration 30Q: 3 clusters Score -5155366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5155366.000000 Penalty: 5092.562012
	Iteration 31F: 3 clusters Score -5155366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Entering Unmasked Estep 
Score: -171602.906250 Penalty: 1734.267822
	Iteration 0F: 2 clusters Score -171602.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -169699.078125 Penalty: 3468.535645
	Iteration 0F: 3 clusters Score -169699.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -170087.000000 Penalty: 3468.535645
	Iteration 1F: 3 clusters Score -170087 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -170386.468750 Penalty: 3468.535645
	Iteration 2F: 3 clusters Score -170386.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -170632.968750 Penalty: 3468.535645
	Iteration 3F: 3 clusters Score -170633 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -170801.640625 Penalty: 3468.535645
	Iteration 4F: 3 clusters Score -170801.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -170900.187500 Penalty: 3468.535645
	Iteration 5Q: 3 clusters Score -170900.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -170951.593750 Penalty: 3468.535645
	Iteration 6Q: 3 clusters Score -170951.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -170990.687500 Penalty: 3468.535645
	Iteration 7Q: 3 clusters Score -170990.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -171022.781250 Penalty: 3468.535645
	Iteration 8Q: 3 clusters Score -171022.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -171045.078125 Penalty: 3468.535645
	Iteration 9Q: 3 clusters Score -171045.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -171060.890625 Penalty: 3468.535645
	Iteration 10Q: 3 clusters Score -171060.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -171073.203125 Penalty: 3468.535645
	Iteration 11Q: 3 clusters Score -171073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -171077.921875 Penalty: 3468.535645
	Iteration 12Q: 3 clusters Score -171077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -171085.250000 Penalty: 3468.535645
	Iteration 13Q: 3 clusters Score -171085.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -171090.343750 Penalty: 3468.535645
	Iteration 14Q: 3 clusters Score -171090.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -171091.390625 Penalty: 3468.535645
	Iteration 15Q: 3 clusters Score -171091.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -171091.390625 Penalty: 3468.535645
	Iteration 16F: 3 clusters Score -171091.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Entering Unmasked Estep 
Score: -8139185.000000 Penalty: 2649.939697
	Iteration 0F: 2 clusters Score -8139185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -8110607.000000 Penalty: 5299.879395
	Iteration 0F: 3 clusters Score -8110607 nChanged 20057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -8121494.000000 Penalty: 5299.879395
	Iteration 1F: 3 clusters Score -8121494 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -8122117.000000 Penalty: 5299.879395
	Iteration 2Q: 3 clusters Score -8122117 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -8122862.000000 Penalty: 5299.879395
	Iteration 3Q: 3 clusters Score -8122862 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -8123802.500000 Penalty: 5299.879395
	Iteration 4Q: 3 clusters Score -8123802 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -8124984.000000 Penalty: 5299.879395
	Iteration 5F: 3 clusters Score -8124984 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -8126481.000000 Penalty: 5299.879395
	Iteration 6F: 3 clusters Score -8126481 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -8128326.000000 Penalty: 5299.879395
	Iteration 7F: 3 clusters Score -8128326 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -8130446.500000 Penalty: 5299.879395
	Iteration 8F: 3 clusters Score -8130446 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -8132240.000000 Penalty: 5299.879395
	Iteration 9F: 3 clusters Score -8132240 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -8133321.000000 Penalty: 5299.879395
	Iteration 10Q: 3 clusters Score -8133321 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -8133799.500000 Penalty: 5299.879395
	Iteration 11Q: 3 clusters Score -8133800 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -8134081.500000 Penalty: 5299.879395
	Iteration 12Q: 3 clusters Score -8134082 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -8134205.500000 Penalty: 5299.879395
	Iteration 13Q: 3 clusters Score -8134206 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -8134304.500000 Penalty: 5299.879395
	Iteration 14Q: 3 clusters Score -8134304 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -8134391.000000 Penalty: 5299.879395
	Iteration 15Q: 3 clusters Score -8134391 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -8134464.000000 Penalty: 5299.879395
	Iteration 16Q: 3 clusters Score -8134464 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -8134524.000000 Penalty: 5299.879395
	Iteration 17Q: 3 clusters Score -8134524 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -8134589.500000 Penalty: 5299.879395
	Iteration 18Q: 3 clusters Score -8134590 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -8134632.000000 Penalty: 5299.879395
	Iteration 19Q: 3 clusters Score -8134632 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -8134693.000000 Penalty: 5299.879395
	Iteration 20F: 3 clusters Score -8134693 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -8134743.500000 Penalty: 5299.879395
	Iteration 21Q: 3 clusters Score -8134744 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -8134787.500000 Penalty: 5299.879395
	Iteration 22Q: 3 clusters Score -8134788 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -8134808.500000 Penalty: 5299.879395
	Iteration 23Q: 3 clusters Score -8134808 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -8134826.000000 Penalty: 5299.879395
	Iteration 24Q: 3 clusters Score -8134826 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -8134819.000000 Penalty: 5299.879395
	Iteration 25Q: 3 clusters Score -8134819 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -8134848.500000 Penalty: 5299.879395
	Iteration 26Q: 3 clusters Score -8134848 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -8134892.500000 Penalty: 5299.879395
	Iteration 27Q: 3 clusters Score -8134892 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -8134889.500000 Penalty: 5299.879395
	Iteration 28Q: 3 clusters Score -8134890 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -8134911.500000 Penalty: 5299.879395
	Iteration 29Q: 3 clusters Score -8134912 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -8134938.500000 Penalty: 5299.879395
	Iteration 30Q: 3 clusters Score -8134938 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -8134979.000000 Penalty: 5299.879395
	Iteration 31Q: 3 clusters Score -8134979 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -8135006.000000 Penalty: 5299.879395
	Iteration 32Q: 3 clusters Score -8135006 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -8135063.500000 Penalty: 5299.879395
	Iteration 33Q: 3 clusters Score -8135064 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -8135070.000000 Penalty: 5299.879395
	Iteration 34Q: 3 clusters Score -8135070 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -8135113.500000 Penalty: 5299.879395
	Iteration 35Q: 3 clusters Score -8135114 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -8135150.500000 Penalty: 5299.879395
	Iteration 36Q: 3 clusters Score -8135150 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -8135182.000000 Penalty: 5299.879395
	Iteration 37Q: 3 clusters Score -8135182 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -8135215.500000 Penalty: 5299.879395
	Iteration 38Q: 3 clusters Score -8135216 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -8135235.500000 Penalty: 5299.879395
	Iteration 39Q: 3 clusters Score -8135236 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -8135291.000000 Penalty: 5299.879395
	Iteration 40F: 3 clusters Score -8135291 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -8135325.500000 Penalty: 5299.879395
	Iteration 41Q: 3 clusters Score -8135326 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -8135359.500000 Penalty: 5299.879395
	Iteration 42Q: 3 clusters Score -8135360 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -8135407.000000 Penalty: 5299.879395
	Iteration 43Q: 3 clusters Score -8135407 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -8135463.500000 Penalty: 5299.879395
	Iteration 44Q: 3 clusters Score -8135464 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -8135476.000000 Penalty: 5299.879395
	Iteration 45Q: 3 clusters Score -8135476 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -8135506.500000 Penalty: 5299.879395
	Iteration 46Q: 3 clusters Score -8135506 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -8135531.500000 Penalty: 5299.879395
	Iteration 47Q: 3 clusters Score -8135532 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -8135528.500000 Penalty: 5299.879395
	Iteration 48Q: 3 clusters Score -8135528 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -8135546.500000 Penalty: 5299.879395
	Iteration 49Q: 3 clusters Score -8135546 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -8135560.500000 Penalty: 5299.879395
	Iteration 50Q: 3 clusters Score -8135560 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -8135587.000000 Penalty: 5299.879395
	Iteration 51Q: 3 clusters Score -8135587 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -8135617.000000 Penalty: 5299.879395
	Iteration 52Q: 3 clusters Score -8135617 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -8135660.000000 Penalty: 5299.879395
	Iteration 53Q: 3 clusters Score -8135660 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -8135690.500000 Penalty: 5299.879395
	Iteration 54Q: 3 clusters Score -8135690 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -8135731.000000 Penalty: 5299.879395
	Iteration 55Q: 3 clusters Score -8135731 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -8135781.000000 Penalty: 5299.879395
	Iteration 56Q: 3 clusters Score -8135781 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -8135827.500000 Penalty: 5299.879395
	Iteration 57Q: 3 clusters Score -8135828 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -8135869.000000 Penalty: 5299.879395
	Iteration 58Q: 3 clusters Score -8135869 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -8135944.500000 Penalty: 5299.879395
	Iteration 59Q: 3 clusters Score -8135944 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -8136002.500000 Penalty: 5299.879395
	Iteration 60F: 3 clusters Score -8136002 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -8136042.500000 Penalty: 5299.879395
	Iteration 61Q: 3 clusters Score -8136042 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -8136092.500000 Penalty: 5299.879395
	Iteration 62Q: 3 clusters Score -8136092 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -8136162.000000 Penalty: 5299.879395
	Iteration 63Q: 3 clusters Score -8136162 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -8136204.000000 Penalty: 5299.879395
	Iteration 64Q: 3 clusters Score -8136204 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -8136237.500000 Penalty: 5299.879395
	Iteration 65Q: 3 clusters Score -8136238 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -8136305.500000 Penalty: 5299.879395
	Iteration 66Q: 3 clusters Score -8136306 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -8136391.500000 Penalty: 5299.879395
	Iteration 67Q: 3 clusters Score -8136392 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -8136476.000000 Penalty: 5299.879395
	Iteration 68Q: 3 clusters Score -8136476 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -8136555.500000 Penalty: 5299.879395
	Iteration 69Q: 3 clusters Score -8136556 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -8136636.000000 Penalty: 5299.879395
	Iteration 70Q: 3 clusters Score -8136636 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -8136714.500000 Penalty: 5299.879395
	Iteration 71Q: 3 clusters Score -8136714 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -8136792.500000 Penalty: 5299.879395
	Iteration 72Q: 3 clusters Score -8136792 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -8136841.000000 Penalty: 5299.879395
	Iteration 73Q: 3 clusters Score -8136841 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -8136877.500000 Penalty: 5299.879395
	Iteration 74Q: 3 clusters Score -8136878 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -8136912.000000 Penalty: 5299.879395
	Iteration 75Q: 3 clusters Score -8136912 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -8136964.500000 Penalty: 5299.879395
	Iteration 76Q: 3 clusters Score -8136964 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -8136983.000000 Penalty: 5299.879395
	Iteration 77Q: 3 clusters Score -8136983 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -8137032.000000 Penalty: 5299.879395
	Iteration 78Q: 3 clusters Score -8137032 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -8137068.500000 Penalty: 5299.879395
	Iteration 79Q: 3 clusters Score -8137068 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -8137123.500000 Penalty: 5299.879395
	Iteration 80F: 3 clusters Score -8137124 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -8137181.500000 Penalty: 5299.879395
	Iteration 81Q: 3 clusters Score -8137182 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -8137226.000000 Penalty: 5299.879395
	Iteration 82Q: 3 clusters Score -8137226 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8137255.500000 Penalty: 5299.879395
	Iteration 83Q: 3 clusters Score -8137256 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -8137298.000000 Penalty: 5299.879395
	Iteration 84Q: 3 clusters Score -8137298 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -8137330.000000 Penalty: 5299.879395
	Iteration 85Q: 3 clusters Score -8137330 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -8137378.000000 Penalty: 5299.879395
	Iteration 86Q: 3 clusters Score -8137378 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8137402.000000 Penalty: 5299.879395
	Iteration 87Q: 3 clusters Score -8137402 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -8137398.000000 Penalty: 5299.879395
	Iteration 88Q: 3 clusters Score -8137398 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -8137428.000000 Penalty: 5299.879395
	Iteration 89Q: 3 clusters Score -8137428 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -8137431.000000 Penalty: 5299.879395
	Iteration 90Q: 3 clusters Score -8137431 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8137452.500000 Penalty: 5299.879395
	Iteration 91Q: 3 clusters Score -8137452 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -8137466.500000 Penalty: 5299.879395
	Iteration 92Q: 3 clusters Score -8137466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8137478.500000 Penalty: 5299.879395
	Iteration 93Q: 3 clusters Score -8137478 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8137492.500000 Penalty: 5299.879395
	Iteration 94Q: 3 clusters Score -8137492 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8137483.000000 Penalty: 5299.879395
	Iteration 95Q: 3 clusters Score -8137483 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8137513.000000 Penalty: 5299.879395
	Iteration 96Q: 3 clusters Score -8137513 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8137503.500000 Penalty: 5299.879395
	Iteration 97Q: 3 clusters Score -8137504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8137513.000000 Penalty: 5299.879395
	Iteration 98Q: 3 clusters Score -8137513 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8137498.500000 Penalty: 5299.879395
	Iteration 99Q: 3 clusters Score -8137498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8137512.500000 Penalty: 5299.879395
	Iteration 100F: 3 clusters Score -8137512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -8137516.000000 Penalty: 5299.879395
	Iteration 101Q: 3 clusters Score -8137516 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8137511.000000 Penalty: 5299.879395
	Iteration 102Q: 3 clusters Score -8137511 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8137524.500000 Penalty: 5299.879395
	Iteration 103Q: 3 clusters Score -8137524 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8137518.000000 Penalty: 5299.879395
	Iteration 104Q: 3 clusters Score -8137518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8137510.000000 Penalty: 5299.879395
	Iteration 105Q: 3 clusters Score -8137510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8137506.500000 Penalty: 5299.879395
	Iteration 106Q: 3 clusters Score -8137506 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8137508.500000 Penalty: 5299.879395
	Iteration 107Q: 3 clusters Score -8137508 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8137510.500000 Penalty: 5299.879395
	Iteration 108Q: 3 clusters Score -8137510 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8137511.000000 Penalty: 5299.879395
	Iteration 109Q: 3 clusters Score -8137511 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8137511.000000 Penalty: 5299.879395
	Iteration 110Q: 3 clusters Score -8137511 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8137513.500000 Penalty: 5299.879395
	Iteration 111Q: 3 clusters Score -8137514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8137504.500000 Penalty: 5299.879395
	Iteration 112Q: 3 clusters Score -8137504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8137501.500000 Penalty: 5299.879395
	Iteration 113Q: 3 clusters Score -8137502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8137494.000000 Penalty: 5299.879395
	Iteration 114Q: 3 clusters Score -8137494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8137481.500000 Penalty: 5299.879395
	Iteration 115Q: 3 clusters Score -8137482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8137481.000000 Penalty: 5299.879395
	Iteration 116Q: 3 clusters Score -8137481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8137474.500000 Penalty: 5299.879395
	Iteration 117Q: 3 clusters Score -8137474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8137473.000000 Penalty: 5299.879395
	Iteration 118Q: 3 clusters Score -8137473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8137474.500000 Penalty: 5299.879395
	Iteration 119Q: 3 clusters Score -8137474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8137469.000000 Penalty: 5299.879395
	Iteration 120F: 3 clusters Score -8137469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8137465.000000 Penalty: 5299.879395
	Iteration 121Q: 3 clusters Score -8137465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8137467.500000 Penalty: 5299.879395
	Iteration 122Q: 3 clusters Score -8137468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8137459.000000 Penalty: 5299.879395
	Iteration 123Q: 3 clusters Score -8137459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8137463.000000 Penalty: 5299.879395
	Iteration 124Q: 3 clusters Score -8137463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8137455.500000 Penalty: 5299.879395
	Iteration 125Q: 3 clusters Score -8137456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8137454.000000 Penalty: 5299.879395
	Iteration 126Q: 3 clusters Score -8137454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8137450.500000 Penalty: 5299.879395
	Iteration 127Q: 3 clusters Score -8137450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8137450.500000 Penalty: 5299.879395
	Iteration 128Q: 3 clusters Score -8137450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8137452.500000 Penalty: 5299.879395
	Iteration 129Q: 3 clusters Score -8137452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8137446.000000 Penalty: 5299.879395
	Iteration 130Q: 3 clusters Score -8137446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8137449.500000 Penalty: 5299.879395
	Iteration 131Q: 3 clusters Score -8137450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8137441.500000 Penalty: 5299.879395
	Iteration 132Q: 3 clusters Score -8137442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8137457.500000 Penalty: 5299.879395
	Iteration 133Q: 3 clusters Score -8137458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8137451.500000 Penalty: 5299.879395
	Iteration 134Q: 3 clusters Score -8137452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8137439.500000 Penalty: 5299.879395
	Iteration 135Q: 3 clusters Score -8137440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8137438.500000 Penalty: 5299.879395
	Iteration 136Q: 3 clusters Score -8137438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8137423.500000 Penalty: 5299.879395
	Iteration 137Q: 3 clusters Score -8137424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8137422.000000 Penalty: 5299.879395
	Iteration 138Q: 3 clusters Score -8137422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8137417.000000 Penalty: 5299.879395
	Iteration 139Q: 3 clusters Score -8137417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8137424.000000 Penalty: 5299.879395
	Iteration 140F: 3 clusters Score -8137424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8137421.500000 Penalty: 5299.879395
	Iteration 141Q: 3 clusters Score -8137422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8137420.000000 Penalty: 5299.879395
	Iteration 142Q: 3 clusters Score -8137420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8137421.000000 Penalty: 5299.879395
	Iteration 143Q: 3 clusters Score -8137421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8137421.000000 Penalty: 5299.879395
	Iteration 144F: 3 clusters Score -8137421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Entering Unmasked Estep 
Score: -7389712.000000 Penalty: 2629.836914
	Iteration 0F: 2 clusters Score -7389712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -7362612.000000 Penalty: 5259.673828
	Iteration 0F: 3 clusters Score -7362612 nChanged 18366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -7372677.500000 Penalty: 5259.673828
	Iteration 1F: 3 clusters Score -7372678 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -7373127.500000 Penalty: 5259.673828
	Iteration 2Q: 3 clusters Score -7373128 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -7373599.500000 Penalty: 5259.673828
	Iteration 3Q: 3 clusters Score -7373600 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -7374152.500000 Penalty: 5259.673828
	Iteration 4Q: 3 clusters Score -7374152 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -7374843.500000 Penalty: 5259.673828
	Iteration 5Q: 3 clusters Score -7374844 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -7375879.500000 Penalty: 5259.673828
	Iteration 6F: 3 clusters Score -7375880 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -7377501.500000 Penalty: 5259.673828
	Iteration 7F: 3 clusters Score -7377502 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -7379796.500000 Penalty: 5259.673828
	Iteration 8F: 3 clusters Score -7379796 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -7382507.000000 Penalty: 5259.673828
	Iteration 9F: 3 clusters Score -7382507 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -7384841.500000 Penalty: 5259.673828
	Iteration 10F: 3 clusters Score -7384842 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -7386288.500000 Penalty: 5259.673828
	Iteration 11Q: 3 clusters Score -7386288 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -7386937.500000 Penalty: 5259.673828
	Iteration 12Q: 3 clusters Score -7386938 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -7387181.500000 Penalty: 5259.673828
	Iteration 13Q: 3 clusters Score -7387182 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -7387275.000000 Penalty: 5259.673828
	Iteration 14Q: 3 clusters Score -7387275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -7387323.500000 Penalty: 5259.673828
	Iteration 15Q: 3 clusters Score -7387324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -7387357.500000 Penalty: 5259.673828
	Iteration 16Q: 3 clusters Score -7387358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -7387379.000000 Penalty: 5259.673828
	Iteration 17Q: 3 clusters Score -7387379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -7387394.500000 Penalty: 5259.673828
	Iteration 18Q: 3 clusters Score -7387394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -7387412.500000 Penalty: 5259.673828
	Iteration 19Q: 3 clusters Score -7387412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -7387417.000000 Penalty: 5259.673828
	Iteration 20F: 3 clusters Score -7387417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -7387422.500000 Penalty: 5259.673828
	Iteration 21Q: 3 clusters Score -7387422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -7387429.000000 Penalty: 5259.673828
	Iteration 22Q: 3 clusters Score -7387429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -7387432.500000 Penalty: 5259.673828
	Iteration 23Q: 3 clusters Score -7387432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -7387432.000000 Penalty: 5259.673828
	Iteration 24Q: 3 clusters Score -7387432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -7387432.000000 Penalty: 5259.673828
	Iteration 25F: 3 clusters Score -7387432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 38058 members 
Mstep: Class 3 contains 41748 members 
Mstep: Class 4 contains 47072 members 
Mstep: Class 5 contains 49401 members 
Mstep: Class 6 contains 48654 members 
Mstep: Class 7 contains 46209 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47090 members 
Mstep: Class 11 contains 42431 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40794 members 
Mstep: Class 15 contains 41483 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 45825 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37302 members 
Mstep: Class 21 contains 28775 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43706 members 
Mstep: Class 24 contains 40303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942032.000000 Penalty: 80096.007812
Iteration 359Q: 25 clusters Score -1.26942e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49598 members 
Mstep: Class 2 contains 38089 members 
Mstep: Class 3 contains 41701 members 
Mstep: Class 4 contains 47063 members 
Mstep: Class 5 contains 49406 members 
Mstep: Class 6 contains 48636 members 
Mstep: Class 7 contains 46200 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47092 members 
Mstep: Class 11 contains 42428 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40786 members 
Mstep: Class 15 contains 41489 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 17 contains 45866 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37306 members 
Mstep: Class 21 contains 28773 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43713 members 
Mstep: Class 24 contains 40305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942120.000000 Penalty: 80096.007812
Iteration 360F: 25 clusters Score -1.269421e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 38106 members 
Mstep: Class 3 contains 41670 members 
Mstep: Class 4 contains 47070 members 
Mstep: Class 5 contains 49399 members 
Mstep: Class 6 contains 48611 members 
Mstep: Class 7 contains 46210 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47095 members 
Mstep: Class 11 contains 42436 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40771 members 
Mstep: Class 15 contains 41513 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 17 contains 45876 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37302 members 
Mstep: Class 21 contains 28775 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43700 members 
Mstep: Class 24 contains 40299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942144.000000 Penalty: 80096.007812
Iteration 361Q: 25 clusters Score -1.269421e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 38135 members 
Mstep: Class 3 contains 41675 members 
Mstep: Class 4 contains 47069 members 
Mstep: Class 5 contains 49407 members 
Mstep: Class 6 contains 48614 members 
Mstep: Class 7 contains 46192 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47088 members 
Mstep: Class 11 contains 42438 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40757 members 
Mstep: Class 15 contains 41515 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 45876 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37313 members 
Mstep: Class 21 contains 28772 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43682 members 
Mstep: Class 24 contains 40300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942384.000000 Penalty: 80096.007812
Iteration 362Q: 25 clusters Score -1.269424e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 38181 members 
Mstep: Class 3 contains 41646 members 
Mstep: Class 4 contains 47075 members 
Mstep: Class 5 contains 49416 members 
Mstep: Class 6 contains 48568 members 
Mstep: Class 7 contains 46200 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47080 members 
Mstep: Class 11 contains 42437 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40748 members 
Mstep: Class 15 contains 41536 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 45878 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37324 members 
Mstep: Class 21 contains 28772 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43668 members 
Mstep: Class 24 contains 40311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942256.000000 Penalty: 80096.007812
Iteration 363Q: 25 clusters Score -1.269423e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 38224 members 
Mstep: Class 3 contains 41619 members 
Mstep: Class 4 contains 47066 members 
Mstep: Class 5 contains 49437 members 
Mstep: Class 6 contains 48548 members 
Mstep: Class 7 contains 46190 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47066 members 
Mstep: Class 11 contains 42437 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40755 members 
Mstep: Class 15 contains 41542 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 45881 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37329 members 
Mstep: Class 21 contains 28765 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43667 members 
Mstep: Class 24 contains 40307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942296.000000 Penalty: 80096.007812
Iteration 364Q: 25 clusters Score -1.269423e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 38263 members 
Mstep: Class 3 contains 41590 members 
Mstep: Class 4 contains 47049 members 
Mstep: Class 5 contains 49484 members 
Mstep: Class 6 contains 48550 members 
Mstep: Class 7 contains 46184 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47074 members 
Mstep: Class 11 contains 42446 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40732 members 
Mstep: Class 15 contains 41531 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 45852 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37334 members 
Mstep: Class 21 contains 28764 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43664 members 
Mstep: Class 24 contains 40292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942304.000000 Penalty: 80096.007812
Iteration 365Q: 25 clusters Score -1.269423e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 38308 members 
Mstep: Class 3 contains 41579 members 
Mstep: Class 4 contains 47039 members 
Mstep: Class 5 contains 49521 members 
Mstep: Class 6 contains 48567 members 
Mstep: Class 7 contains 46179 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47065 members 
Mstep: Class 11 contains 42449 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40726 members 
Mstep: Class 15 contains 41515 members 
Mstep: Class 16 contains 3482 members 
Mstep: Class 17 contains 45828 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37335 members 
Mstep: Class 21 contains 28756 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43644 members 
Mstep: Class 24 contains 40280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942456.000000 Penalty: 80096.007812
Iteration 366Q: 25 clusters Score -1.269425e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 38336 members 
Mstep: Class 3 contains 41568 members 
Mstep: Class 4 contains 47020 members 
Mstep: Class 5 contains 49546 members 
Mstep: Class 6 contains 48570 members 
Mstep: Class 7 contains 46186 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47060 members 
Mstep: Class 11 contains 42455 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40720 members 
Mstep: Class 15 contains 41513 members 
Mstep: Class 16 contains 3482 members 
Mstep: Class 17 contains 45821 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37358 members 
Mstep: Class 21 contains 28758 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43596 members 
Mstep: Class 24 contains 40260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942344.000000 Penalty: 80096.007812
Iteration 367Q: 25 clusters Score -1.269423e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 38358 members 
Mstep: Class 3 contains 41577 members 
Mstep: Class 4 contains 47001 members 
Mstep: Class 5 contains 49558 members 
Mstep: Class 6 contains 48583 members 
Mstep: Class 7 contains 46199 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47057 members 
Mstep: Class 11 contains 42449 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40724 members 
Mstep: Class 15 contains 41507 members 
Mstep: Class 16 contains 3481 members 
Mstep: Class 17 contains 45821 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37358 members 
Mstep: Class 21 contains 28763 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43537 members 
Mstep: Class 24 contains 40250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942368.000000 Penalty: 80096.007812
Iteration 368Q: 25 clusters Score -1.269424e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 38383 members 
Mstep: Class 3 contains 41584 members 
Mstep: Class 4 contains 46983 members 
Mstep: Class 5 contains 49584 members 
Mstep: Class 6 contains 48597 members 
Mstep: Class 7 contains 46208 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47058 members 
Mstep: Class 11 contains 42443 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40711 members 
Mstep: Class 15 contains 41485 members 
Mstep: Class 16 contains 3482 members 
Mstep: Class 17 contains 45831 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37364 members 
Mstep: Class 21 contains 28761 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43522 members 
Mstep: Class 24 contains 40245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942616.000000 Penalty: 80096.007812
Iteration 369Q: 25 clusters Score -1.269426e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 38412 members 
Mstep: Class 3 contains 41575 members 
Mstep: Class 4 contains 46964 members 
Mstep: Class 5 contains 49609 members 
Mstep: Class 6 contains 48583 members 
Mstep: Class 7 contains 46198 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47063 members 
Mstep: Class 11 contains 42448 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40700 members 
Mstep: Class 15 contains 41463 members 
Mstep: Class 16 contains 3482 members 
Mstep: Class 17 contains 45827 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37368 members 
Mstep: Class 21 contains 28765 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43533 members 
Mstep: Class 24 contains 40243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942848.000000 Penalty: 80096.007812
Iteration 370Q: 25 clusters Score -1.269428e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 38438 members 
Mstep: Class 3 contains 41564 members 
Mstep: Class 4 contains 46961 members 
Mstep: Class 5 contains 49600 members 
Mstep: Class 6 contains 48587 members 
Mstep: Class 7 contains 46198 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47066 members 
Mstep: Class 11 contains 42455 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40686 members 
Mstep: Class 15 contains 41447 members 
Mstep: Class 16 contains 3483 members 
Mstep: Class 17 contains 45824 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37370 members 
Mstep: Class 21 contains 28766 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43532 members 
Mstep: Class 24 contains 40247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942616.000000 Penalty: 80096.007812
Iteration 371Q: 25 clusters Score -1.269426e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 38460 members 
Mstep: Class 3 contains 41533 members 
Mstep: Class 4 contains 46956 members 
Mstep: Class 5 contains 49606 members 
Mstep: Class 6 contains 48601 members 
Mstep: Class 7 contains 46197 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47052 members 
Mstep: Class 11 contains 42462 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40682 members 
Mstep: Class 15 contains 41451 members 
Mstep: Class 16 contains 3483 members 
Mstep: Class 17 contains 45824 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37380 members 
Mstep: Class 21 contains 28766 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43517 members 
Mstep: Class 24 contains 40248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942800.000000 Penalty: 80096.007812
Iteration 372Q: 25 clusters Score -1.269428e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 38465 members 
Mstep: Class 3 contains 41502 members 
Mstep: Class 4 contains 46950 members 
Mstep: Class 5 contains 49621 members 
Mstep: Class 6 contains 48605 members 
Mstep: Class 7 contains 46206 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47048 members 
Mstep: Class 11 contains 42469 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40690 members 
Mstep: Class 15 contains 41447 members 
Mstep: Class 16 contains 3484 members 
Mstep: Class 17 contains 45803 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37389 members 
Mstep: Class 21 contains 28767 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43483 members 
Mstep: Class 24 contains 40250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942672.000000 Penalty: 80096.007812
Iteration 373Q: 25 clusters Score -1.269427e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 38484 members 
Mstep: Class 3 contains 41482 members 
Mstep: Class 4 contains 46963 members 
Mstep: Class 5 contains 49634 members 
Mstep: Class 6 contains 48612 members 
Mstep: Class 7 contains 46205 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47040 members 
Mstep: Class 11 contains 42469 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40693 members 
Mstep: Class 15 contains 41444 members 
Mstep: Class 16 contains 3484 members 
Mstep: Class 17 contains 45785 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37391 members 
Mstep: Class 21 contains 28767 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43461 members 
Mstep: Class 24 contains 40253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942808.000000 Penalty: 80096.007812
Iteration 374Q: 25 clusters Score -1.269428e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 38505 members 
Mstep: Class 3 contains 41440 members 
Mstep: Class 4 contains 46950 members 
Mstep: Class 5 contains 49657 members 
Mstep: Class 6 contains 48625 members 
Mstep: Class 7 contains 46198 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47035 members 
Mstep: Class 11 contains 42469 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40698 members 
Mstep: Class 15 contains 41459 members 
Mstep: Class 16 contains 3484 members 
Mstep: Class 17 contains 45757 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37394 members 
Mstep: Class 21 contains 28767 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 40244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942712.000000 Penalty: 80096.007812
Iteration 375Q: 25 clusters Score -1.269427e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 38524 members 
Mstep: Class 3 contains 41410 members 
Mstep: Class 4 contains 46949 members 
Mstep: Class 5 contains 49678 members 
Mstep: Class 6 contains 48645 members 
Mstep: Class 7 contains 46188 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47037 members 
Mstep: Class 11 contains 42466 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40703 members 
Mstep: Class 15 contains 41473 members 
Mstep: Class 16 contains 3484 members 
Mstep: Class 17 contains 45727 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37396 members 
Mstep: Class 21 contains 28771 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43422 members 
Mstep: Class 24 contains 40230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942784.000000 Penalty: 80096.007812
Iteration 376Q: 25 clusters Score -1.269428e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 38550 members 
Mstep: Class 3 contains 41370 members 
Mstep: Class 4 contains 46957 members 
Mstep: Class 5 contains 49698 members 
Mstep: Class 6 contains 48663 members 
Mstep: Class 7 contains 46182 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47030 members 
Mstep: Class 11 contains 42462 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40701 members 
Mstep: Class 15 contains 41466 members 
Mstep: Class 16 contains 3484 members 
Mstep: Class 17 contains 45739 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37387 members 
Mstep: Class 21 contains 28773 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43424 members 
Mstep: Class 24 contains 40222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126942864.000000 Penalty: 80096.007812
Iteration 377Q: 25 clusters Score -1.269429e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 38580 members 
Mstep: Class 3 contains 41342 members 
Mstep: Class 4 contains 46956 members 
Mstep: Class 5 contains 49731 members 
Mstep: Class 6 contains 48671 members 
Mstep: Class 7 contains 46177 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 47003 members 
Mstep: Class 11 contains 42463 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40700 members 
Mstep: Class 15 contains 41464 members 
Mstep: Class 16 contains 3484 members 
Mstep: Class 17 contains 45748 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37385 members 
Mstep: Class 21 contains 28774 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43447 members 
Mstep: Class 24 contains 40209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943104.000000 Penalty: 80096.007812
Iteration 378Q: 25 clusters Score -1.269431e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 38621 members 
Mstep: Class 3 contains 41297 members 
Mstep: Class 4 contains 46964 members 
Mstep: Class 5 contains 49764 members 
Mstep: Class 6 contains 48678 members 
Mstep: Class 7 contains 46160 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46970 members 
Mstep: Class 11 contains 42460 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40708 members 
Mstep: Class 15 contains 41442 members 
Mstep: Class 16 contains 3484 members 
Mstep: Class 17 contains 45751 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37392 members 
Mstep: Class 21 contains 28775 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43479 members 
Mstep: Class 24 contains 40207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943168.000000 Penalty: 80096.007812
Iteration 379Q: 25 clusters Score -1.269432e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 38650 members 
Mstep: Class 3 contains 41278 members 
Mstep: Class 4 contains 46974 members 
Mstep: Class 5 contains 49789 members 
Mstep: Class 6 contains 48663 members 
Mstep: Class 7 contains 46130 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46957 members 
Mstep: Class 11 contains 42475 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40716 members 
Mstep: Class 15 contains 41434 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 45739 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37396 members 
Mstep: Class 21 contains 28771 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43516 members 
Mstep: Class 24 contains 40200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943296.000000 Penalty: 80096.007812
Iteration 380F: 25 clusters Score -1.269433e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 38674 members 
Mstep: Class 3 contains 41251 members 
Mstep: Class 4 contains 46976 members 
Mstep: Class 5 contains 49812 members 
Mstep: Class 6 contains 48670 members 
Mstep: Class 7 contains 46117 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46944 members 
Mstep: Class 11 contains 42472 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40716 members 
Mstep: Class 15 contains 41420 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 45738 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37398 members 
Mstep: Class 21 contains 28775 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43526 members 
Mstep: Class 24 contains 40192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943680.000000 Penalty: 80096.007812
Iteration 381Q: 25 clusters Score -1.269437e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 38720 members 
Mstep: Class 3 contains 41218 members 
Mstep: Class 4 contains 46965 members 
Mstep: Class 5 contains 49818 members 
Mstep: Class 6 contains 48666 members 
Mstep: Class 7 contains 46121 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46924 members 
Mstep: Class 11 contains 42475 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40724 members 
Mstep: Class 15 contains 41405 members 
Mstep: Class 16 contains 3483 members 
Mstep: Class 17 contains 45730 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37399 members 
Mstep: Class 21 contains 28778 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43550 members 
Mstep: Class 24 contains 40190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943720.000000 Penalty: 80096.007812
Iteration 382Q: 25 clusters Score -1.269437e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 38779 members 
Mstep: Class 3 contains 41186 members 
Mstep: Class 4 contains 46945 members 
Mstep: Class 5 contains 49827 members 
Mstep: Class 6 contains 48678 members 
Mstep: Class 7 contains 46132 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46909 members 
Mstep: Class 11 contains 42471 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40736 members 
Mstep: Class 15 contains 41414 members 
Mstep: Class 16 contains 3481 members 
Mstep: Class 17 contains 45669 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37395 members 
Mstep: Class 21 contains 28777 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43563 members 
Mstep: Class 24 contains 40196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943800.000000 Penalty: 80096.007812
Iteration 383Q: 25 clusters Score -1.269438e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 38840 members 
Mstep: Class 3 contains 41168 members 
Mstep: Class 4 contains 46932 members 
Mstep: Class 5 contains 49831 members 
Mstep: Class 6 contains 48678 members 
Mstep: Class 7 contains 46139 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46893 members 
Mstep: Class 11 contains 42464 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40749 members 
Mstep: Class 15 contains 41408 members 
Mstep: Class 16 contains 3482 members 
Mstep: Class 17 contains 45649 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37395 members 
Mstep: Class 21 contains 28776 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43558 members 
Mstep: Class 24 contains 40182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126943976.000000 Penalty: 80096.007812
Iteration 384Q: 25 clusters Score -1.26944e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 38909 members 
Mstep: Class 3 contains 41157 members 
Mstep: Class 4 contains 46922 members 
Mstep: Class 5 contains 49820 members 
Mstep: Class 6 contains 48698 members 
Mstep: Class 7 contains 46124 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46862 members 
Mstep: Class 11 contains 42458 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40762 members 
Mstep: Class 15 contains 41383 members 
Mstep: Class 16 contains 3487 members 
Mstep: Class 17 contains 45621 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37408 members 
Mstep: Class 21 contains 28774 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43575 members 
Mstep: Class 24 contains 40174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126944320.000000 Penalty: 80096.007812
Iteration 385Q: 25 clusters Score -1.269443e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 38971 members 
Mstep: Class 3 contains 41129 members 
Mstep: Class 4 contains 46915 members 
Mstep: Class 5 contains 49833 members 
Mstep: Class 6 contains 48724 members 
Mstep: Class 7 contains 46105 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46836 members 
Mstep: Class 11 contains 42452 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40769 members 
Mstep: Class 15 contains 41367 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 45588 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37405 members 
Mstep: Class 21 contains 28777 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43618 members 
Mstep: Class 24 contains 40156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126944424.000000 Penalty: 80096.007812
Iteration 386Q: 25 clusters Score -1.269444e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49770 members 
Mstep: Class 2 contains 39026 members 
Mstep: Class 3 contains 41103 members 
Mstep: Class 4 contains 46915 members 
Mstep: Class 5 contains 49850 members 
Mstep: Class 6 contains 48764 members 
Mstep: Class 7 contains 46104 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46807 members 
Mstep: Class 11 contains 42450 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40775 members 
Mstep: Class 15 contains 41330 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 45560 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37409 members 
Mstep: Class 21 contains 28774 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43638 members 
Mstep: Class 24 contains 40157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126944688.000000 Penalty: 80096.007812
Iteration 387Q: 25 clusters Score -1.269447e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 39102 members 
Mstep: Class 3 contains 41092 members 
Mstep: Class 4 contains 46905 members 
Mstep: Class 5 contains 49813 members 
Mstep: Class 6 contains 48791 members 
Mstep: Class 7 contains 46108 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46767 members 
Mstep: Class 11 contains 42458 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40792 members 
Mstep: Class 15 contains 41299 members 
Mstep: Class 16 contains 3488 members 
Mstep: Class 17 contains 45540 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37425 members 
Mstep: Class 21 contains 28779 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43661 members 
Mstep: Class 24 contains 40142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126944760.000000 Penalty: 80096.007812
Iteration 388Q: 25 clusters Score -1.269448e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49753 members 
Mstep: Class 2 contains 39162 members 
Mstep: Class 3 contains 41073 members 
Mstep: Class 4 contains 46908 members 
Mstep: Class 5 contains 49796 members 
Mstep: Class 6 contains 48817 members 
Mstep: Class 7 contains 46112 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46750 members 
Mstep: Class 11 contains 42458 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40805 members 
Mstep: Class 15 contains 41277 members 
Mstep: Class 16 contains 3488 members 
Mstep: Class 17 contains 45541 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37415 members 
Mstep: Class 21 contains 28779 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43666 members 
Mstep: Class 24 contains 40123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945056.000000 Penalty: 80096.007812
Iteration 389Q: 25 clusters Score -1.269451e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 39227 members 
Mstep: Class 3 contains 41043 members 
Mstep: Class 4 contains 46910 members 
Mstep: Class 5 contains 49765 members 
Mstep: Class 6 contains 48847 members 
Mstep: Class 7 contains 46113 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46726 members 
Mstep: Class 11 contains 42452 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40815 members 
Mstep: Class 15 contains 41256 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 45502 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37417 members 
Mstep: Class 21 contains 28785 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43680 members 
Mstep: Class 24 contains 40112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945248.000000 Penalty: 80096.007812
Iteration 390Q: 25 clusters Score -1.269452e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 39266 members 
Mstep: Class 3 contains 41008 members 
Mstep: Class 4 contains 46913 members 
Mstep: Class 5 contains 49766 members 
Mstep: Class 6 contains 48853 members 
Mstep: Class 7 contains 46125 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46724 members 
Mstep: Class 11 contains 42442 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40816 members 
Mstep: Class 15 contains 41223 members 
Mstep: Class 16 contains 3483 members 
Mstep: Class 17 contains 45493 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37412 members 
Mstep: Class 21 contains 28792 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43698 members 
Mstep: Class 24 contains 40125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945088.000000 Penalty: 80096.007812
Iteration 391Q: 25 clusters Score -1.269451e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 39319 members 
Mstep: Class 3 contains 41002 members 
Mstep: Class 4 contains 46924 members 
Mstep: Class 5 contains 49751 members 
Mstep: Class 6 contains 48871 members 
Mstep: Class 7 contains 46143 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46711 members 
Mstep: Class 11 contains 42422 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40815 members 
Mstep: Class 15 contains 41197 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 45483 members 
Mstep: Class 18 contains 2452 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37412 members 
Mstep: Class 21 contains 28791 members 
Mstep: Class 22 contains 1089 members 
Mstep: Class 23 contains 43704 members 
Mstep: Class 24 contains 40121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945008.000000 Penalty: 80096.007812
Iteration 392Q: 25 clusters Score -1.26945e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 39363 members 
Mstep: Class 3 contains 40977 members 
Mstep: Class 4 contains 46938 members 
Mstep: Class 5 contains 49690 members 
Mstep: Class 6 contains 48890 members 
Mstep: Class 7 contains 46148 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46713 members 
Mstep: Class 11 contains 42411 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40813 members 
Mstep: Class 15 contains 41161 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 17 contains 45481 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37425 members 
Mstep: Class 21 contains 28797 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43711 members 
Mstep: Class 24 contains 40130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945080.000000 Penalty: 80096.007812
Iteration 393Q: 25 clusters Score -1.269451e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 39421 members 
Mstep: Class 3 contains 40952 members 
Mstep: Class 4 contains 46946 members 
Mstep: Class 5 contains 49667 members 
Mstep: Class 6 contains 48878 members 
Mstep: Class 7 contains 46162 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46700 members 
Mstep: Class 11 contains 42398 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40822 members 
Mstep: Class 15 contains 41134 members 
Mstep: Class 16 contains 3468 members 
Mstep: Class 17 contains 45476 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37437 members 
Mstep: Class 21 contains 28797 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43731 members 
Mstep: Class 24 contains 40136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945120.000000 Penalty: 80096.007812
Iteration 394Q: 25 clusters Score -1.269451e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 39463 members 
Mstep: Class 3 contains 40923 members 
Mstep: Class 4 contains 46962 members 
Mstep: Class 5 contains 49637 members 
Mstep: Class 6 contains 48840 members 
Mstep: Class 7 contains 46172 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46676 members 
Mstep: Class 11 contains 42397 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40844 members 
Mstep: Class 15 contains 41109 members 
Mstep: Class 16 contains 3467 members 
Mstep: Class 17 contains 45483 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37451 members 
Mstep: Class 21 contains 28796 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43755 members 
Mstep: Class 24 contains 40146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126944976.000000 Penalty: 80096.007812
Iteration 395Q: 25 clusters Score -1.26945e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 39515 members 
Mstep: Class 3 contains 40911 members 
Mstep: Class 4 contains 46968 members 
Mstep: Class 5 contains 49610 members 
Mstep: Class 6 contains 48821 members 
Mstep: Class 7 contains 46185 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46676 members 
Mstep: Class 11 contains 42381 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40856 members 
Mstep: Class 15 contains 41071 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 45473 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37472 members 
Mstep: Class 21 contains 28800 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43765 members 
Mstep: Class 24 contains 40148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126944912.000000 Penalty: 80096.007812
Iteration 396Q: 25 clusters Score -1.269449e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 39584 members 
Mstep: Class 3 contains 40902 members 
Mstep: Class 4 contains 46960 members 
Mstep: Class 5 contains 49587 members 
Mstep: Class 6 contains 48803 members 
Mstep: Class 7 contains 46200 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46666 members 
Mstep: Class 11 contains 42364 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40862 members 
Mstep: Class 15 contains 41039 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 17 contains 45475 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37471 members 
Mstep: Class 21 contains 28803 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43775 members 
Mstep: Class 24 contains 40145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945112.000000 Penalty: 80096.007812
Iteration 397Q: 25 clusters Score -1.269451e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 39642 members 
Mstep: Class 3 contains 40871 members 
Mstep: Class 4 contains 46954 members 
Mstep: Class 5 contains 49564 members 
Mstep: Class 6 contains 48781 members 
Mstep: Class 7 contains 46219 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46674 members 
Mstep: Class 11 contains 42358 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40864 members 
Mstep: Class 15 contains 41029 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 45494 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37460 members 
Mstep: Class 21 contains 28809 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43778 members 
Mstep: Class 24 contains 40161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945032.000000 Penalty: 80096.007812
Iteration 398Q: 25 clusters Score -1.26945e+08 nChanged 835
Entering ConstructFrom: 
Score: -126945032.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (49751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Entering Unmasked Estep 
Score: -9295943.000000 Penalty: 2682.066895
	Iteration 0F: 2 clusters Score -9295943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -9266614.000000 Penalty: 5364.133789
	Iteration 0F: 3 clusters Score -9266614 nChanged 22954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -9279258.000000 Penalty: 5364.133789
	Iteration 1F: 3 clusters Score -9279258 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -9279864.000000 Penalty: 5364.133789
	Iteration 2Q: 3 clusters Score -9279864 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -9280409.000000 Penalty: 5364.133789
	Iteration 3Q: 3 clusters Score -9280409 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -9281143.000000 Penalty: 5364.133789
	Iteration 4Q: 3 clusters Score -9281143 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -9282307.000000 Penalty: 5364.133789
	Iteration 5Q: 3 clusters Score -9282307 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -9283885.000000 Penalty: 5364.133789
	Iteration 6F: 3 clusters Score -9283885 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -9286403.000000 Penalty: 5364.133789
	Iteration 7F: 3 clusters Score -9286403 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -9289477.000000 Penalty: 5364.133789
	Iteration 8F: 3 clusters Score -9289477 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -9291976.000000 Penalty: 5364.133789
	Iteration 9F: 3 clusters Score -9291976 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -9292972.000000 Penalty: 5364.133789
	Iteration 10Q: 3 clusters Score -9292972 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -9293338.000000 Penalty: 5364.133789
	Iteration 11Q: 3 clusters Score -9293338 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9293541.000000 Penalty: 5364.133789
	Iteration 12Q: 3 clusters Score -9293541 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49159 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9293610.000000 Penalty: 5364.133789
	Iteration 13Q: 3 clusters Score -9293610 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9293662.000000 Penalty: 5364.133789
	Iteration 14Q: 3 clusters Score -9293662 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9293694.000000 Penalty: 5364.133789
	Iteration 15Q: 3 clusters Score -9293694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9293710.000000 Penalty: 5364.133789
	Iteration 16Q: 3 clusters Score -9293710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9293737.000000 Penalty: 5364.133789
	Iteration 17Q: 3 clusters Score -9293737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9293753.000000 Penalty: 5364.133789
	Iteration 18Q: 3 clusters Score -9293753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9293749.000000 Penalty: 5364.133789
	Iteration 19Q: 3 clusters Score -9293749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9293763.000000 Penalty: 5364.133789
	Iteration 20F: 3 clusters Score -9293763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9293759.000000 Penalty: 5364.133789
	Iteration 21Q: 3 clusters Score -9293759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9293764.000000 Penalty: 5364.133789
	Iteration 22Q: 3 clusters Score -9293764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9293766.000000 Penalty: 5364.133789
	Iteration 23Q: 3 clusters Score -9293766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9293779.000000 Penalty: 5364.133789
	Iteration 24Q: 3 clusters Score -9293779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9293780.000000 Penalty: 5364.133789
	Iteration 25Q: 3 clusters Score -9293780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9293797.000000 Penalty: 5364.133789
	Iteration 26Q: 3 clusters Score -9293797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9293804.000000 Penalty: 5364.133789
	Iteration 27Q: 3 clusters Score -9293804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9293803.000000 Penalty: 5364.133789
	Iteration 28Q: 3 clusters Score -9293803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9293802.000000 Penalty: 5364.133789
	Iteration 29Q: 3 clusters Score -9293802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9293802.000000 Penalty: 5364.133789
	Iteration 30F: 3 clusters Score -9293802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (39705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Entering Unmasked Estep 
Score: -7290167.500000 Penalty: 2626.129639
	Iteration 0F: 2 clusters Score -7290168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -7263341.000000 Penalty: 5252.259277
	Iteration 0F: 3 clusters Score -7263341 nChanged 18200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -7273165.500000 Penalty: 5252.259277
	Iteration 1F: 3 clusters Score -7273166 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7273770.000000 Penalty: 5252.259277
	Iteration 2Q: 3 clusters Score -7273770 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -7274426.500000 Penalty: 5252.259277
	Iteration 3Q: 3 clusters Score -7274426 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -7275142.000000 Penalty: 5252.259277
	Iteration 4Q: 3 clusters Score -7275142 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -7276013.500000 Penalty: 5252.259277
	Iteration 5Q: 3 clusters Score -7276014 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -7277121.500000 Penalty: 5252.259277
	Iteration 6Q: 3 clusters Score -7277122 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -7278468.000000 Penalty: 5252.259277
	Iteration 7F: 3 clusters Score -7278468 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -7280009.000000 Penalty: 5252.259277
	Iteration 8F: 3 clusters Score -7280009 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -7281593.000000 Penalty: 5252.259277
	Iteration 9F: 3 clusters Score -7281593 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -7282817.500000 Penalty: 5252.259277
	Iteration 10F: 3 clusters Score -7282818 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -7283500.000000 Penalty: 5252.259277
	Iteration 11Q: 3 clusters Score -7283500 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -7283856.500000 Penalty: 5252.259277
	Iteration 12Q: 3 clusters Score -7283856 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -7284156.500000 Penalty: 5252.259277
	Iteration 13Q: 3 clusters Score -7284156 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -7284443.000000 Penalty: 5252.259277
	Iteration 14Q: 3 clusters Score -7284443 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -7284720.500000 Penalty: 5252.259277
	Iteration 15Q: 3 clusters Score -7284720 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -7285049.500000 Penalty: 5252.259277
	Iteration 16Q: 3 clusters Score -7285050 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -7285343.500000 Penalty: 5252.259277
	Iteration 17Q: 3 clusters Score -7285344 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -7285572.500000 Penalty: 5252.259277
	Iteration 18Q: 3 clusters Score -7285572 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -7285774.500000 Penalty: 5252.259277
	Iteration 19Q: 3 clusters Score -7285774 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -7285965.500000 Penalty: 5252.259277
	Iteration 20F: 3 clusters Score -7285966 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -7286118.000000 Penalty: 5252.259277
	Iteration 21Q: 3 clusters Score -7286118 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -7286234.000000 Penalty: 5252.259277
	Iteration 22Q: 3 clusters Score -7286234 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -7286360.500000 Penalty: 5252.259277
	Iteration 23Q: 3 clusters Score -7286360 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -7286481.500000 Penalty: 5252.259277
	Iteration 24Q: 3 clusters Score -7286482 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -7286587.500000 Penalty: 5252.259277
	Iteration 25Q: 3 clusters Score -7286588 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -7286669.000000 Penalty: 5252.259277
	Iteration 26Q: 3 clusters Score -7286669 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -7286777.500000 Penalty: 5252.259277
	Iteration 27Q: 3 clusters Score -7286778 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -7286922.500000 Penalty: 5252.259277
	Iteration 28Q: 3 clusters Score -7286922 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -7287003.000000 Penalty: 5252.259277
	Iteration 29Q: 3 clusters Score -7287003 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -7287107.000000 Penalty: 5252.259277
	Iteration 30Q: 3 clusters Score -7287107 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -7287172.500000 Penalty: 5252.259277
	Iteration 31Q: 3 clusters Score -7287172 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30544 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -7287262.500000 Penalty: 5252.259277
	Iteration 32Q: 3 clusters Score -7287262 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -7287351.000000 Penalty: 5252.259277
	Iteration 33Q: 3 clusters Score -7287351 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -7287388.500000 Penalty: 5252.259277
	Iteration 34Q: 3 clusters Score -7287388 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -7287463.000000 Penalty: 5252.259277
	Iteration 35Q: 3 clusters Score -7287463 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -7287524.000000 Penalty: 5252.259277
	Iteration 36Q: 3 clusters Score -7287524 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7287588 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7287634 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -7287663.500000 Penalty: 5252.259277
	Iteration 39Q: 3 clusters Score -7287664 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -7287715.000000 Penalty: 5252.259277
	Iteration 40F: 3 clusters Score -7287715 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7287719 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -7287751.000000 Penalty: 5252.259277
	Iteration 42Q: 3 clusters Score -7287751 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -7287778.500000 Penalty: 5252.259277
	Iteration 43Q: 3 clusters Score -7287778 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -7287816.000000 Penalty: 5252.259277
	Iteration 44Q: 3 clusters Score -7287816 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -7287858.500000 Penalty: 5252.259277
	Iteration 45Q: 3 clusters Score -7287858 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -7287886.500000 Penalty: 5252.259277
	Iteration 46Q: 3 clusters Score -7287886 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -7287891.500000 Penalty: 5252.259277
	Iteration 47Q: 3 clusters Score -7287892 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -7287917.000000 Penalty: 5252.259277
	Iteration 48Q: 3 clusters Score -7287917 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -7287938.000000 Penalty: 5252.259277
	Iteration 49Q: 3 clusters Score -7287938 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -7287950.500000 Penalty: 5252.259277
	Iteration 50Q: 3 clusters Score -7287950 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -7287958.500000 Penalty: 5252.259277
	Iteration 51Q: 3 clusters Score -7287958 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -7287974.000000 Penalty: 5252.259277
	Iteration 52Q: 3 clusters Score -7287974 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -7287979.500000 Penalty: 5252.259277
	Iteration 53Q: 3 clusters Score -7287980 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -7287991.500000 Penalty: 5252.259277
	Iteration 54Q: 3 clusters Score -7287992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -7288029.000000 Penalty: 5252.259277
	Iteration 55Q: 3 clusters Score -7288029 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -7288045.500000 Penalty: 5252.259277
	Iteration 56Q: 3 clusters Score -7288046 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -7288092.000000 Penalty: 5252.259277
	Iteration 57Q: 3 clusters Score -7288092 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -7288088.500000 Penalty: 5252.259277
	Iteration 58Q: 3 clusters Score -7288088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7288092 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -7288090.000000 Penalty: 5252.259277
	Iteration 60F: 3 clusters Score -7288090 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -7288083.000000 Penalty: 5252.259277
	Iteration 61Q: 3 clusters Score -7288083 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -7288087.000000 Penalty: 5252.259277
	Iteration 62Q: 3 clusters Score -7288087 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -7288110.500000 Penalty: 5252.259277
	Iteration 63Q: 3 clusters Score -7288110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -7288131.000000 Penalty: 5252.259277
	Iteration 64Q: 3 clusters Score -7288131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -7288142.000000 Penalty: 5252.259277
	Iteration 65Q: 3 clusters Score -7288142 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -7288156.500000 Penalty: 5252.259277
	Iteration 66Q: 3 clusters Score -7288156 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -7288176.500000 Penalty: 5252.259277
	Iteration 67Q: 3 clusters Score -7288176 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -7288187.000000 Penalty: 5252.259277
	Iteration 68Q: 3 clusters Score -7288187 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -7288180.500000 Penalty: 5252.259277
	Iteration 69Q: 3 clusters Score -7288180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -7288175.500000 Penalty: 5252.259277
	Iteration 70Q: 3 clusters Score -7288176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -7288191.000000 Penalty: 5252.259277
	Iteration 71Q: 3 clusters Score -7288191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -7288182.500000 Penalty: 5252.259277
	Iteration 72Q: 3 clusters Score -7288182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -7288202.000000 Penalty: 5252.259277
	Iteration 73Q: 3 clusters Score -7288202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -7288207.500000 Penalty: 5252.259277
	Iteration 74Q: 3 clusters Score -7288208 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -7288199.000000 Penalty: 5252.259277
	Iteration 75Q: 3 clusters Score -7288199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -7288208.500000 Penalty: 5252.259277
	Iteration 76Q: 3 clusters Score -7288208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -7288213.500000 Penalty: 5252.259277
	Iteration 77Q: 3 clusters Score -7288214 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -7288222.500000 Penalty: 5252.259277
	Iteration 78Q: 3 clusters Score -7288222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -7288222.000000 Penalty: 5252.259277
	Iteration 79Q: 3 clusters Score -7288222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -7288234.000000 Penalty: 5252.259277
	Iteration 80F: 3 clusters Score -7288234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -7288238.000000 Penalty: 5252.259277
	Iteration 81Q: 3 clusters Score -7288238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -7288244.500000 Penalty: 5252.259277
	Iteration 82Q: 3 clusters Score -7288244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -7288242.000000 Penalty: 5252.259277
	Iteration 83Q: 3 clusters Score -7288242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -7288240.000000 Penalty: 5252.259277
	Iteration 84Q: 3 clusters Score -7288240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -7288245.500000 Penalty: 5252.259277
	Iteration 85Q: 3 clusters Score -7288246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -7288245.000000 Penalty: 5252.259277
	Iteration 86Q: 3 clusters Score -7288245 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -7288251.500000 Penalty: 5252.259277
	Iteration 87Q: 3 clusters Score -7288252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -7288252.000000 Penalty: 5252.259277
	Iteration 88Q: 3 clusters Score -7288252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -7288240.500000 Penalty: 5252.259277
	Iteration 89Q: 3 clusters Score -7288240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -7288240.000000 Penalty: 5252.259277
	Iteration 90Q: 3 clusters Score -7288240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -7288245.500000 Penalty: 5252.259277
	Iteration 91Q: 3 clusters Score -7288246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7288249.000000 Penalty: 5252.259277
	Iteration 92Q: 3 clusters Score -7288249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -7288244.000000 Penalty: 5252.259277
	Iteration 93Q: 3 clusters Score -7288244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -7288254.000000 Penalty: 5252.259277
	Iteration 94Q: 3 clusters Score -7288254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -7288246.500000 Penalty: 5252.259277
	Iteration 95Q: 3 clusters Score -7288246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -7288247.000000 Penalty: 5252.259277
	Iteration 96Q: 3 clusters Score -7288247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -7288248.500000 Penalty: 5252.259277
	Iteration 97Q: 3 clusters Score -7288248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -7288243.500000 Penalty: 5252.259277
	Iteration 98Q: 3 clusters Score -7288244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -7288239.000000 Penalty: 5252.259277
	Iteration 99Q: 3 clusters Score -7288239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -7288239.500000 Penalty: 5252.259277
	Iteration 100F: 3 clusters Score -7288240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -7288239.000000 Penalty: 5252.259277
	Iteration 101Q: 3 clusters Score -7288239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -7288231.500000 Penalty: 5252.259277
	Iteration 102Q: 3 clusters Score -7288232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -7288240.000000 Penalty: 5252.259277
	Iteration 103Q: 3 clusters Score -7288240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -7288243.000000 Penalty: 5252.259277
	Iteration 104Q: 3 clusters Score -7288243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -7288239.000000 Penalty: 5252.259277
	Iteration 105Q: 3 clusters Score -7288239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -7288237.500000 Penalty: 5252.259277
	Iteration 106Q: 3 clusters Score -7288238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -7288233.500000 Penalty: 5252.259277
	Iteration 107Q: 3 clusters Score -7288234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -7288228.500000 Penalty: 5252.259277
	Iteration 108Q: 3 clusters Score -7288228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -7288230.000000 Penalty: 5252.259277
	Iteration 109Q: 3 clusters Score -7288230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -7288230.000000 Penalty: 5252.259277
	Iteration 110F: 3 clusters Score -7288230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Entering Unmasked Estep 
Score: -7519326.000000 Penalty: 2633.131592
	Iteration 0F: 2 clusters Score -7519326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -7491712.500000 Penalty: 5266.263184
	Iteration 0F: 3 clusters Score -7491712 nChanged 18781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -7501860.500000 Penalty: 5266.263184
	Iteration 1F: 3 clusters Score -7501860 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -7502441.000000 Penalty: 5266.263184
	Iteration 2Q: 3 clusters Score -7502441 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -7503223.500000 Penalty: 5266.263184
	Iteration 3Q: 3 clusters Score -7503224 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -7504475.000000 Penalty: 5266.263184
	Iteration 4F: 3 clusters Score -7504475 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -7506291.000000 Penalty: 5266.263184
	Iteration 5F: 3 clusters Score -7506291 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -7508773.000000 Penalty: 5266.263184
	Iteration 6F: 3 clusters Score -7508773 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -7511677.000000 Penalty: 5266.263184
	Iteration 7F: 3 clusters Score -7511677 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -7514482.500000 Penalty: 5266.263184
	Iteration 8F: 3 clusters Score -7514482 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -7516331.500000 Penalty: 5266.263184
	Iteration 9Q: 3 clusters Score -7516332 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -7517112.500000 Penalty: 5266.263184
	Iteration 10Q: 3 clusters Score -7517112 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -7517391.500000 Penalty: 5266.263184
	Iteration 11Q: 3 clusters Score -7517392 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -7517533.500000 Penalty: 5266.263184
	Iteration 12Q: 3 clusters Score -7517534 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -7517635.500000 Penalty: 5266.263184
	Iteration 13Q: 3 clusters Score -7517636 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -7517670.000000 Penalty: 5266.263184
	Iteration 14Q: 3 clusters Score -7517670 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -7517723.500000 Penalty: 5266.263184
	Iteration 15Q: 3 clusters Score -7517724 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -7517763.500000 Penalty: 5266.263184
	Iteration 16Q: 3 clusters Score -7517764 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -7517809.000000 Penalty: 5266.263184
	Iteration 17Q: 3 clusters Score -7517809 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -7517864.000000 Penalty: 5266.263184
	Iteration 18Q: 3 clusters Score -7517864 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -7517889.500000 Penalty: 5266.263184
	Iteration 19Q: 3 clusters Score -7517890 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -7517931.500000 Penalty: 5266.263184
	Iteration 20F: 3 clusters Score -7517932 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -7517967.500000 Penalty: 5266.263184
	Iteration 21Q: 3 clusters Score -7517968 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -7517973.000000 Penalty: 5266.263184
	Iteration 22Q: 3 clusters Score -7517973 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -7518001.500000 Penalty: 5266.263184
	Iteration 23Q: 3 clusters Score -7518002 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -7518019.500000 Penalty: 5266.263184
	Iteration 24Q: 3 clusters Score -7518020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -7518072.500000 Penalty: 5266.263184
	Iteration 25Q: 3 clusters Score -7518072 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -7518086.500000 Penalty: 5266.263184
	Iteration 26Q: 3 clusters Score -7518086 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -7518083.500000 Penalty: 5266.263184
	Iteration 27Q: 3 clusters Score -7518084 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -7518118.000000 Penalty: 5266.263184
	Iteration 28Q: 3 clusters Score -7518118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -7518109.000000 Penalty: 5266.263184
	Iteration 29Q: 3 clusters Score -7518109 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -7518110.500000 Penalty: 5266.263184
	Iteration 30Q: 3 clusters Score -7518110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -7518125.000000 Penalty: 5266.263184
	Iteration 31Q: 3 clusters Score -7518125 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -7518132.500000 Penalty: 5266.263184
	Iteration 32Q: 3 clusters Score -7518132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -7518126.500000 Penalty: 5266.263184
	Iteration 33Q: 3 clusters Score -7518126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -7518149.000000 Penalty: 5266.263184
	Iteration 34Q: 3 clusters Score -7518149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -7518143.500000 Penalty: 5266.263184
	Iteration 35Q: 3 clusters Score -7518144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -7518138.500000 Penalty: 5266.263184
	Iteration 36Q: 3 clusters Score -7518138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -7518139.000000 Penalty: 5266.263184
	Iteration 37Q: 3 clusters Score -7518139 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -7518144.000000 Penalty: 5266.263184
	Iteration 38Q: 3 clusters Score -7518144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -7518160.000000 Penalty: 5266.263184
	Iteration 39Q: 3 clusters Score -7518160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -7518159.000000 Penalty: 5266.263184
	Iteration 40F: 3 clusters Score -7518159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -7518172.500000 Penalty: 5266.263184
	Iteration 41Q: 3 clusters Score -7518172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -7518171.000000 Penalty: 5266.263184
	Iteration 42Q: 3 clusters Score -7518171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -7518171.500000 Penalty: 5266.263184
	Iteration 43Q: 3 clusters Score -7518172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -7518172.500000 Penalty: 5266.263184
	Iteration 44Q: 3 clusters Score -7518172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -7518178.000000 Penalty: 5266.263184
	Iteration 45Q: 3 clusters Score -7518178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -7518180.000000 Penalty: 5266.263184
	Iteration 46Q: 3 clusters Score -7518180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -7518174.500000 Penalty: 5266.263184
	Iteration 47Q: 3 clusters Score -7518174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -7518175.000000 Penalty: 5266.263184
	Iteration 48Q: 3 clusters Score -7518175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -7518168.000000 Penalty: 5266.263184
	Iteration 49Q: 3 clusters Score -7518168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -7518177.500000 Penalty: 5266.263184
	Iteration 50Q: 3 clusters Score -7518178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -7518174.000000 Penalty: 5266.263184
	Iteration 51Q: 3 clusters Score -7518174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -7518178.500000 Penalty: 5266.263184
	Iteration 52Q: 3 clusters Score -7518178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -7518181.000000 Penalty: 5266.263184
	Iteration 53Q: 3 clusters Score -7518181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -7518182.000000 Penalty: 5266.263184
	Iteration 54Q: 3 clusters Score -7518182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -7518186.000000 Penalty: 5266.263184
	Iteration 55Q: 3 clusters Score -7518186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -7518184.000000 Penalty: 5266.263184
	Iteration 56Q: 3 clusters Score -7518184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -7518189.000000 Penalty: 5266.263184
	Iteration 57Q: 3 clusters Score -7518189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -7518191.000000 Penalty: 5266.263184
	Iteration 58Q: 3 clusters Score -7518191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -7518197.000000 Penalty: 5266.263184
	Iteration 59Q: 3 clusters Score -7518197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -7518184.500000 Penalty: 5266.263184
	Iteration 60F: 3 clusters Score -7518184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -7518173.500000 Penalty: 5266.263184
	Iteration 61Q: 3 clusters Score -7518174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -7518165.500000 Penalty: 5266.263184
	Iteration 62Q: 3 clusters Score -7518166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -7518183.500000 Penalty: 5266.263184
	Iteration 63Q: 3 clusters Score -7518184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -7518194.000000 Penalty: 5266.263184
	Iteration 64Q: 3 clusters Score -7518194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -7518193.500000 Penalty: 5266.263184
	Iteration 65Q: 3 clusters Score -7518194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -7518192.000000 Penalty: 5266.263184
	Iteration 66Q: 3 clusters Score -7518192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -7518192.000000 Penalty: 5266.263184
	Iteration 67Q: 3 clusters Score -7518192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -7518195.500000 Penalty: 5266.263184
	Iteration 68Q: 3 clusters Score -7518196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -7518194.000000 Penalty: 5266.263184
	Iteration 69Q: 3 clusters Score -7518194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -7518191.000000 Penalty: 5266.263184
	Iteration 70Q: 3 clusters Score -7518191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -7518199.000000 Penalty: 5266.263184
	Iteration 71Q: 3 clusters Score -7518199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -7518197.500000 Penalty: 5266.263184
	Iteration 72Q: 3 clusters Score -7518198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -7518196.000000 Penalty: 5266.263184
	Iteration 73Q: 3 clusters Score -7518196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -7518192.500000 Penalty: 5266.263184
	Iteration 74Q: 3 clusters Score -7518192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -7518192.500000 Penalty: 5266.263184
	Iteration 75F: 3 clusters Score -7518192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Entering Unmasked Estep 
Score: -8582948.000000 Penalty: 2667.727783
	Iteration 0F: 2 clusters Score -8582948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -8552392.000000 Penalty: 5335.455566
	Iteration 0F: 3 clusters Score -8552392 nChanged 21740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -8564194.000000 Penalty: 5335.455566
	Iteration 1F: 3 clusters Score -8564194 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -8564515.000000 Penalty: 5335.455566
	Iteration 2Q: 3 clusters Score -8564515 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -8564970.000000 Penalty: 5335.455566
	Iteration 3Q: 3 clusters Score -8564970 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -8565398.000000 Penalty: 5335.455566
	Iteration 4Q: 3 clusters Score -8565398 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -8565923.000000 Penalty: 5335.455566
	Iteration 5Q: 3 clusters Score -8565923 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -8566804.000000 Penalty: 5335.455566
	Iteration 6Q: 3 clusters Score -8566804 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -8568434.000000 Penalty: 5335.455566
	Iteration 7F: 3 clusters Score -8568434 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -8571049.000000 Penalty: 5335.455566
	Iteration 8F: 3 clusters Score -8571049 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -8574558.000000 Penalty: 5335.455566
	Iteration 9F: 3 clusters Score -8574558 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -8577882.000000 Penalty: 5335.455566
	Iteration 10F: 3 clusters Score -8577882 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -8579480.000000 Penalty: 5335.455566
	Iteration 11Q: 3 clusters Score -8579480 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -8580110.000000 Penalty: 5335.455566
	Iteration 12Q: 3 clusters Score -8580110 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -8580388.000000 Penalty: 5335.455566
	Iteration 13Q: 3 clusters Score -8580388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -8580503.000000 Penalty: 5335.455566
	Iteration 14Q: 3 clusters Score -8580503 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -8580558.000000 Penalty: 5335.455566
	Iteration 15Q: 3 clusters Score -8580558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -8580586.000000 Penalty: 5335.455566
	Iteration 16Q: 3 clusters Score -8580586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -8580612.000000 Penalty: 5335.455566
	Iteration 17Q: 3 clusters Score -8580612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -8580618.000000 Penalty: 5335.455566
	Iteration 18Q: 3 clusters Score -8580618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -8580627.000000 Penalty: 5335.455566
	Iteration 19Q: 3 clusters Score -8580627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -8580624.000000 Penalty: 5335.455566
	Iteration 20F: 3 clusters Score -8580624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -8580631.000000 Penalty: 5335.455566
	Iteration 21Q: 3 clusters Score -8580631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -8580633.000000 Penalty: 5335.455566
	Iteration 22Q: 3 clusters Score -8580633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -8580637.000000 Penalty: 5335.455566
	Iteration 23Q: 3 clusters Score -8580637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -8580637.000000 Penalty: 5335.455566
	Iteration 24F: 3 clusters Score -8580637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Entering Unmasked Estep 
Score: -9208694.000000 Penalty: 2681.077881
	Iteration 0F: 2 clusters Score -9208694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -9177603.000000 Penalty: 5362.155762
	Iteration 0F: 3 clusters Score -9177603 nChanged 22972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -9190486.000000 Penalty: 5362.155762
	Iteration 1F: 3 clusters Score -9190486 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -9190939.000000 Penalty: 5362.155762
	Iteration 2Q: 3 clusters Score -9190939 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -9191264.000000 Penalty: 5362.155762
	Iteration 3Q: 3 clusters Score -9191264 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -9191528.000000 Penalty: 5362.155762
	Iteration 4Q: 3 clusters Score -9191528 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -9191771.000000 Penalty: 5362.155762
	Iteration 5Q: 3 clusters Score -9191771 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -9192044.000000 Penalty: 5362.155762
	Iteration 6Q: 3 clusters Score -9192044 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -9192265.000000 Penalty: 5362.155762
	Iteration 7Q: 3 clusters Score -9192265 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -9192643.000000 Penalty: 5362.155762
	Iteration 8Q: 3 clusters Score -9192643 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -9193195.000000 Penalty: 5362.155762
	Iteration 9Q: 3 clusters Score -9193195 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -9194025.000000 Penalty: 5362.155762
	Iteration 10Q: 3 clusters Score -9194025 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -9195372.000000 Penalty: 5362.155762
	Iteration 11F: 3 clusters Score -9195372 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -9197537.000000 Penalty: 5362.155762
	Iteration 12F: 3 clusters Score -9197537 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -9200292.000000 Penalty: 5362.155762
	Iteration 13F: 3 clusters Score -9200292 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -9202983.000000 Penalty: 5362.155762
	Iteration 14F: 3 clusters Score -9202983 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -9204837.000000 Penalty: 5362.155762
	Iteration 15F: 3 clusters Score -9204837 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9205683.000000 Penalty: 5362.155762
	Iteration 16Q: 3 clusters Score -9205683 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9206063.000000 Penalty: 5362.155762
	Iteration 17Q: 3 clusters Score -9206063 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9206235.000000 Penalty: 5362.155762
	Iteration 18Q: 3 clusters Score -9206235 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9206342.000000 Penalty: 5362.155762
	Iteration 19Q: 3 clusters Score -9206342 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9206376.000000 Penalty: 5362.155762
	Iteration 20F: 3 clusters Score -9206376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9206393.000000 Penalty: 5362.155762
	Iteration 21Q: 3 clusters Score -9206393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9206409.000000 Penalty: 5362.155762
	Iteration 22Q: 3 clusters Score -9206409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9206417.000000 Penalty: 5362.155762
	Iteration 23Q: 3 clusters Score -9206417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9206421.000000 Penalty: 5362.155762
	Iteration 24Q: 3 clusters Score -9206421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9206429.000000 Penalty: 5362.155762
	Iteration 25Q: 3 clusters Score -9206429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9206425.000000 Penalty: 5362.155762
	Iteration 26Q: 3 clusters Score -9206425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9206434.000000 Penalty: 5362.155762
	Iteration 27Q: 3 clusters Score -9206434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9206436.000000 Penalty: 5362.155762
	Iteration 28Q: 3 clusters Score -9206436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9206436.000000 Penalty: 5362.155762
	Iteration 29F: 3 clusters Score -9206436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Entering Unmasked Estep 
Score: -9084363.000000 Penalty: 2677.366699
	Iteration 0F: 2 clusters Score -9084363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -9053579.000000 Penalty: 5354.733398
	Iteration 0F: 3 clusters Score -9053579 nChanged 22561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -9065977.000000 Penalty: 5354.733398
	Iteration 1F: 3 clusters Score -9065977 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -9066626.000000 Penalty: 5354.733398
	Iteration 2Q: 3 clusters Score -9066626 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -9067247.000000 Penalty: 5354.733398
	Iteration 3Q: 3 clusters Score -9067247 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -9068152.000000 Penalty: 5354.733398
	Iteration 4Q: 3 clusters Score -9068152 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -9069387.000000 Penalty: 5354.733398
	Iteration 5F: 3 clusters Score -9069387 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -9071240.000000 Penalty: 5354.733398
	Iteration 6F: 3 clusters Score -9071240 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -9073916.000000 Penalty: 5354.733398
	Iteration 7F: 3 clusters Score -9073916 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -9076831.000000 Penalty: 5354.733398
	Iteration 8F: 3 clusters Score -9076831 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -9079273.000000 Penalty: 5354.733398
	Iteration 9F: 3 clusters Score -9079273 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -9080908.000000 Penalty: 5354.733398
	Iteration 10Q: 3 clusters Score -9080908 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -9081760.000000 Penalty: 5354.733398
	Iteration 11Q: 3 clusters Score -9081760 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -9082226.000000 Penalty: 5354.733398
	Iteration 12Q: 3 clusters Score -9082226 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -9082466.000000 Penalty: 5354.733398
	Iteration 13Q: 3 clusters Score -9082466 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9082510.000000 Penalty: 5354.733398
	Iteration 14Q: 3 clusters Score -9082510 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9082487.000000 Penalty: 5354.733398
	Iteration 15Q: 3 clusters Score -9082487 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9082496.000000 Penalty: 5354.733398
	Iteration 16Q: 3 clusters Score -9082496 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9082498.000000 Penalty: 5354.733398
	Iteration 17Q: 3 clusters Score -9082498 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48110 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9082506.000000 Penalty: 5354.733398
	Iteration 18Q: 3 clusters Score -9082506 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9082537.000000 Penalty: 5354.733398
	Iteration 19Q: 3 clusters Score -9082537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9082526.000000 Penalty: 5354.733398
	Iteration 20F: 3 clusters Score -9082526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9082561.000000 Penalty: 5354.733398
	Iteration 21Q: 3 clusters Score -9082561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9082565.000000 Penalty: 5354.733398
	Iteration 22Q: 3 clusters Score -9082565 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9082566.000000 Penalty: 5354.733398
	Iteration 23Q: 3 clusters Score -9082566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9082570.000000 Penalty: 5354.733398
	Iteration 24Q: 3 clusters Score -9082570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48221 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9082570.000000 Penalty: 5354.733398
	Iteration 25Q: 3 clusters Score -9082570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9082567.000000 Penalty: 5354.733398
	Iteration 26Q: 3 clusters Score -9082567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9082568.000000 Penalty: 5354.733398
	Iteration 27Q: 3 clusters Score -9082568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9082573.000000 Penalty: 5354.733398
	Iteration 28Q: 3 clusters Score -9082573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9082564.000000 Penalty: 5354.733398
	Iteration 29Q: 3 clusters Score -9082564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9082573.000000 Penalty: 5354.733398
	Iteration 30Q: 3 clusters Score -9082573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9082568.000000 Penalty: 5354.733398
	Iteration 31Q: 3 clusters Score -9082568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9082569.000000 Penalty: 5354.733398
	Iteration 32Q: 3 clusters Score -9082569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9082566.000000 Penalty: 5354.733398
	Iteration 33Q: 3 clusters Score -9082566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9082574.000000 Penalty: 5354.733398
	Iteration 34Q: 3 clusters Score -9082574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9082572.000000 Penalty: 5354.733398
	Iteration 35Q: 3 clusters Score -9082572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9082572.000000 Penalty: 5354.733398
	Iteration 36Q: 3 clusters Score -9082572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9082572.000000 Penalty: 5354.733398
	Iteration 37F: 3 clusters Score -9082572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Entering Unmasked Estep 
Score: -8575634.000000 Penalty: 2663.755859
	Iteration 0F: 2 clusters Score -8575634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -8546058.000000 Penalty: 5327.511719
	Iteration 0F: 3 clusters Score -8546058 nChanged 21407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -8557846.000000 Penalty: 5327.511719
	Iteration 1F: 3 clusters Score -8557846 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -8558394.000000 Penalty: 5327.511719
	Iteration 2Q: 3 clusters Score -8558394 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -8559078.000000 Penalty: 5327.511719
	Iteration 3Q: 3 clusters Score -8559078 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -8559956.000000 Penalty: 5327.511719
	Iteration 4Q: 3 clusters Score -8559956 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -8561274.000000 Penalty: 5327.511719
	Iteration 5F: 3 clusters Score -8561274 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -8563319.000000 Penalty: 5327.511719
	Iteration 6F: 3 clusters Score -8563319 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -8566013.000000 Penalty: 5327.511719
	Iteration 7F: 3 clusters Score -8566013 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -8568774.000000 Penalty: 5327.511719
	Iteration 8F: 3 clusters Score -8568774 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -8571033.000000 Penalty: 5327.511719
	Iteration 9F: 3 clusters Score -8571033 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8572428.000000 Penalty: 5327.511719
	Iteration 10Q: 3 clusters Score -8572428 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8572927.000000 Penalty: 5327.511719
	Iteration 11Q: 3 clusters Score -8572927 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8573192.000000 Penalty: 5327.511719
	Iteration 12Q: 3 clusters Score -8573192 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8573277.000000 Penalty: 5327.511719
	Iteration 13Q: 3 clusters Score -8573277 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8573328.000000 Penalty: 5327.511719
	Iteration 14Q: 3 clusters Score -8573328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8573344.000000 Penalty: 5327.511719
	Iteration 15Q: 3 clusters Score -8573344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8573373.000000 Penalty: 5327.511719
	Iteration 16Q: 3 clusters Score -8573373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8573407.000000 Penalty: 5327.511719
	Iteration 17Q: 3 clusters Score -8573407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8573423.000000 Penalty: 5327.511719
	Iteration 18Q: 3 clusters Score -8573423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8573441.000000 Penalty: 5327.511719
	Iteration 19Q: 3 clusters Score -8573441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8573441.000000 Penalty: 5327.511719
	Iteration 20F: 3 clusters Score -8573441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8573445.000000 Penalty: 5327.511719
	Iteration 21Q: 3 clusters Score -8573445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8573445.000000 Penalty: 5327.511719
	Iteration 22F: 3 clusters Score -8573445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -182047.734375 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -182047.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -180146.171875 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -180146.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -180576.812500 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -180576.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -180707.359375 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -180707.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -180859.234375 Penalty: 3447.604004
	Iteration 3F: 3 clusters Score -180859.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -180994.437500 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -180994.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -181099.781250 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -181099.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -181161.171875 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -181161.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -181232.015625 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -181232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -181324.140625 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -181324.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -181425.609375 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -181425.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -181529.609375 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -181529.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -181622.703125 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -181622.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -181722.234375 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -181722.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -181798.015625 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -181798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -181850.312500 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -181850.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -181865.218750 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -181865.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -181876.859375 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -181876.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -181882.296875 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -181882.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -181884.218750 Penalty: 3447.604004
	Iteration 18Q: 3 clusters Score -181884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -181885.859375 Penalty: 3447.604004
	Iteration 19F: 3 clusters Score -181885.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -181910.671875 Penalty: 3447.604004
	Iteration 20F: 3 clusters Score -181910.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -181958.812500 Penalty: 3447.604004
	Iteration 21Q: 3 clusters Score -181958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -181998.953125 Penalty: 3447.604004
	Iteration 22Q: 3 clusters Score -181999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -182009.500000 Penalty: 3447.604004
	Iteration 23Q: 3 clusters Score -182009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -182009.500000 Penalty: 3447.604004
	Iteration 24F: 3 clusters Score -182009.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -84623.867188 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -84623.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -83161.562500 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -83161.56 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83505.210938 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -83505.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83643.718750 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -83643.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -83741.421875 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -83741.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -83811.640625 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -83811.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -83851.007812 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -83851.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -83875.960938 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -83875.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -83903.460938 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -83903.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -83917.195312 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -83917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -83918.671875 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -83918.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -83918.671875 Penalty: 3123.366211
	Iteration 10F: 3 clusters Score -83918.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Entering Unmasked Estep 
Score: -8666613.000000 Penalty: 2666.196533
	Iteration 0F: 2 clusters Score -8666613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -8636988.000000 Penalty: 5332.393066
	Iteration 0F: 3 clusters Score -8636988 nChanged 21489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -8649076.000000 Penalty: 5332.393066
	Iteration 1F: 3 clusters Score -8649076 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -8649673.000000 Penalty: 5332.393066
	Iteration 2Q: 3 clusters Score -8649673 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -8650391.000000 Penalty: 5332.393066
	Iteration 3Q: 3 clusters Score -8650391 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -8651139.000000 Penalty: 5332.393066
	Iteration 4Q: 3 clusters Score -8651139 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -8652056.000000 Penalty: 5332.393066
	Iteration 5Q: 3 clusters Score -8652056 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -8653201.000000 Penalty: 5332.393066
	Iteration 6F: 3 clusters Score -8653201 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -8654732.000000 Penalty: 5332.393066
	Iteration 7F: 3 clusters Score -8654732 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -8656799.000000 Penalty: 5332.393066
	Iteration 8F: 3 clusters Score -8656799 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -8659263.000000 Penalty: 5332.393066
	Iteration 9F: 3 clusters Score -8659263 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -8661405.000000 Penalty: 5332.393066
	Iteration 10Q: 3 clusters Score -8661405 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -8662703.000000 Penalty: 5332.393066
	Iteration 11Q: 3 clusters Score -8662703 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -8663295.000000 Penalty: 5332.393066
	Iteration 12Q: 3 clusters Score -8663295 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -8663710.000000 Penalty: 5332.393066
	Iteration 13Q: 3 clusters Score -8663710 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -8663968.000000 Penalty: 5332.393066
	Iteration 14Q: 3 clusters Score -8663968 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -8664244.000000 Penalty: 5332.393066
	Iteration 15Q: 3 clusters Score -8664244 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -8664404.000000 Penalty: 5332.393066
	Iteration 16Q: 3 clusters Score -8664404 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -8664564.000000 Penalty: 5332.393066
	Iteration 17Q: 3 clusters Score -8664564 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -8664633.000000 Penalty: 5332.393066
	Iteration 18Q: 3 clusters Score -8664633 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -8664695.000000 Penalty: 5332.393066
	Iteration 19Q: 3 clusters Score -8664695 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -8664742.000000 Penalty: 5332.393066
	Iteration 20F: 3 clusters Score -8664742 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -8664795.000000 Penalty: 5332.393066
	Iteration 21Q: 3 clusters Score -8664795 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -8664867.000000 Penalty: 5332.393066
	Iteration 22Q: 3 clusters Score -8664867 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -8664874.000000 Penalty: 5332.393066
	Iteration 23Q: 3 clusters Score -8664874 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -8664888.000000 Penalty: 5332.393066
	Iteration 24Q: 3 clusters Score -8664888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -8664930.000000 Penalty: 5332.393066
	Iteration 25Q: 3 clusters Score -8664930 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -8664940.000000 Penalty: 5332.393066
	Iteration 26Q: 3 clusters Score -8664940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -8664952.000000 Penalty: 5332.393066
	Iteration 27Q: 3 clusters Score -8664952 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -8664941.000000 Penalty: 5332.393066
	Iteration 28Q: 3 clusters Score -8664941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -8664951.000000 Penalty: 5332.393066
	Iteration 29Q: 3 clusters Score -8664951 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -8664960.000000 Penalty: 5332.393066
	Iteration 30Q: 3 clusters Score -8664960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -8664945.000000 Penalty: 5332.393066
	Iteration 31Q: 3 clusters Score -8664945 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -8664962.000000 Penalty: 5332.393066
	Iteration 32Q: 3 clusters Score -8664962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -8664970.000000 Penalty: 5332.393066
	Iteration 33Q: 3 clusters Score -8664970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -8664959.000000 Penalty: 5332.393066
	Iteration 34Q: 3 clusters Score -8664959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -8664968.000000 Penalty: 5332.393066
	Iteration 35Q: 3 clusters Score -8664968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -8664966.000000 Penalty: 5332.393066
	Iteration 36Q: 3 clusters Score -8664966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -8664973.000000 Penalty: 5332.393066
	Iteration 37Q: 3 clusters Score -8664973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37528 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -8664960.000000 Penalty: 5332.393066
	Iteration 38Q: 3 clusters Score -8664960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -8664971.000000 Penalty: 5332.393066
	Iteration 39Q: 3 clusters Score -8664971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -8664968.000000 Penalty: 5332.393066
	Iteration 40F: 3 clusters Score -8664968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -8664972.000000 Penalty: 5332.393066
	Iteration 41Q: 3 clusters Score -8664972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -8664975.000000 Penalty: 5332.393066
	Iteration 42Q: 3 clusters Score -8664975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -8664971.000000 Penalty: 5332.393066
	Iteration 43Q: 3 clusters Score -8664971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -8664978.000000 Penalty: 5332.393066
	Iteration 44Q: 3 clusters Score -8664978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -8664975.000000 Penalty: 5332.393066
	Iteration 45Q: 3 clusters Score -8664975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -8664975.000000 Penalty: 5332.393066
	Iteration 46F: 3 clusters Score -8664975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Entering Unmasked Estep 
Score: -7835543.000000 Penalty: 2642.193848
	Iteration 0F: 2 clusters Score -7835543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -7807089.000000 Penalty: 5284.387695
	Iteration 0F: 3 clusters Score -7807089 nChanged 19550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -7818069.000000 Penalty: 5284.387695
	Iteration 1F: 3 clusters Score -7818069 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -7819259.000000 Penalty: 5284.387695
	Iteration 2F: 3 clusters Score -7819259 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -7820926.500000 Penalty: 5284.387695
	Iteration 3F: 3 clusters Score -7820926 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -7823481.500000 Penalty: 5284.387695
	Iteration 4F: 3 clusters Score -7823482 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -7826996.000000 Penalty: 5284.387695
	Iteration 5F: 3 clusters Score -7826996 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -7830401.000000 Penalty: 5284.387695
	Iteration 6F: 3 clusters Score -7830401 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -7832495.500000 Penalty: 5284.387695
	Iteration 7F: 3 clusters Score -7832496 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -7833081.000000 Penalty: 5284.387695
	Iteration 8Q: 3 clusters Score -7833081 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -7833285.000000 Penalty: 5284.387695
	Iteration 9Q: 3 clusters Score -7833285 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -7833402.000000 Penalty: 5284.387695
	Iteration 10Q: 3 clusters Score -7833402 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -7833446.500000 Penalty: 5284.387695
	Iteration 11Q: 3 clusters Score -7833446 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -7833496.500000 Penalty: 5284.387695
	Iteration 12Q: 3 clusters Score -7833496 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -7833492.000000 Penalty: 5284.387695
	Iteration 13Q: 3 clusters Score -7833492 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -7833526.000000 Penalty: 5284.387695
	Iteration 14Q: 3 clusters Score -7833526 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -7833526.000000 Penalty: 5284.387695
	Iteration 15Q: 3 clusters Score -7833526 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -7833545.500000 Penalty: 5284.387695
	Iteration 16Q: 3 clusters Score -7833546 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -7833561.000000 Penalty: 5284.387695
	Iteration 17Q: 3 clusters Score -7833561 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -7833558.500000 Penalty: 5284.387695
	Iteration 18Q: 3 clusters Score -7833558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -7833585.500000 Penalty: 5284.387695
	Iteration 19Q: 3 clusters Score -7833586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -7833589.500000 Penalty: 5284.387695
	Iteration 20F: 3 clusters Score -7833590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -7833597.500000 Penalty: 5284.387695
	Iteration 21Q: 3 clusters Score -7833598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -7833589.000000 Penalty: 5284.387695
	Iteration 22Q: 3 clusters Score -7833589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -7833591.000000 Penalty: 5284.387695
	Iteration 23Q: 3 clusters Score -7833591 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -7833599.000000 Penalty: 5284.387695
	Iteration 24Q: 3 clusters Score -7833599 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -7833591.500000 Penalty: 5284.387695
	Iteration 25Q: 3 clusters Score -7833592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -7833602.500000 Penalty: 5284.387695
	Iteration 26Q: 3 clusters Score -7833602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -7833607.500000 Penalty: 5284.387695
	Iteration 27Q: 3 clusters Score -7833608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -7833625.000000 Penalty: 5284.387695
	Iteration 28Q: 3 clusters Score -7833625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -7833622.500000 Penalty: 5284.387695
	Iteration 29Q: 3 clusters Score -7833622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -7833614.500000 Penalty: 5284.387695
	Iteration 30Q: 3 clusters Score -7833614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -7833621.000000 Penalty: 5284.387695
	Iteration 31Q: 3 clusters Score -7833621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -7833634.500000 Penalty: 5284.387695
	Iteration 32Q: 3 clusters Score -7833634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -7833655.500000 Penalty: 5284.387695
	Iteration 33Q: 3 clusters Score -7833656 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -7833666.000000 Penalty: 5284.387695
	Iteration 34Q: 3 clusters Score -7833666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -7833666.500000 Penalty: 5284.387695
	Iteration 35Q: 3 clusters Score -7833666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -7833670.000000 Penalty: 5284.387695
	Iteration 36Q: 3 clusters Score -7833670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -7833667.000000 Penalty: 5284.387695
	Iteration 37Q: 3 clusters Score -7833667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -7833658.500000 Penalty: 5284.387695
	Iteration 38Q: 3 clusters Score -7833658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -7833663.500000 Penalty: 5284.387695
	Iteration 39Q: 3 clusters Score -7833664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7833667.000000 Penalty: 5284.387695
	Iteration 40F: 3 clusters Score -7833667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -7833674.500000 Penalty: 5284.387695
	Iteration 41Q: 3 clusters Score -7833674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -7833673.500000 Penalty: 5284.387695
	Iteration 42Q: 3 clusters Score -7833674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -7833676.500000 Penalty: 5284.387695
	Iteration 43Q: 3 clusters Score -7833676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -7833667.500000 Penalty: 5284.387695
	Iteration 44Q: 3 clusters Score -7833668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -7833676.500000 Penalty: 5284.387695
	Iteration 45Q: 3 clusters Score -7833676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -7833676.500000 Penalty: 5284.387695
	Iteration 46Q: 3 clusters Score -7833676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -7833669.500000 Penalty: 5284.387695
	Iteration 47Q: 3 clusters Score -7833670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -7833674.500000 Penalty: 5284.387695
	Iteration 48Q: 3 clusters Score -7833674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -7833672.000000 Penalty: 5284.387695
	Iteration 49Q: 3 clusters Score -7833672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -7833672.000000 Penalty: 5284.387695
	Iteration 50Q: 3 clusters Score -7833672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -7833681.000000 Penalty: 5284.387695
	Iteration 51Q: 3 clusters Score -7833681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -7833681.000000 Penalty: 5284.387695
	Iteration 52F: 3 clusters Score -7833681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -19387.011719 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -19387.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18403.302734 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -18403.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18615.876953 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -18615.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -18666.244141 Penalty: 2724.558594
	Iteration 2F: 3 clusters Score -18666.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -18688.843750 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -18688.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -18697.255859 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -18697.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18706.437500 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -18706.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18706.437500 Penalty: 2724.558594
	Iteration 6F: 3 clusters Score -18706.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -118591.078125 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -118591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -116813.968750 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -116814 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117385.921875 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -117385.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -117803.093750 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -117803.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118036.070312 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -118036.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -118153.343750 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -118153.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118199.187500 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -118199.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -118247.546875 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -118247.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118297.726562 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -118297.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -118320.289062 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -118320.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118351.414062 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -118351.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -118364.234375 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -118364.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -118383.734375 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -118383.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -118404.648438 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -118404.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -118420.218750 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -118420.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -118425.289062 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -118425.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -118435.921875 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -118435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -118438.796875 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -118438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -118446.414062 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -118446.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -118455.750000 Penalty: 3369.559082
	Iteration 18Q: 3 clusters Score -118455.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118478.859375 Penalty: 3369.559082
	Iteration 19Q: 3 clusters Score -118478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -118482.664062 Penalty: 3369.559082
	Iteration 20F: 3 clusters Score -118482.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -118483.039062 Penalty: 3369.559082
	Iteration 21Q: 3 clusters Score -118483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -118483.039062 Penalty: 3369.559082
	Iteration 22F: 3 clusters Score -118483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -7560008.500000 Penalty: 2633.331787
	Iteration 0F: 2 clusters Score -7560008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -7532459.500000 Penalty: 5266.663574
	Iteration 0F: 3 clusters Score -7532460 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -7542658.000000 Penalty: 5266.663574
	Iteration 1F: 3 clusters Score -7542658 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -7543252.500000 Penalty: 5266.663574
	Iteration 2Q: 3 clusters Score -7543252 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -7544097.500000 Penalty: 5266.663574
	Iteration 3Q: 3 clusters Score -7544098 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -7545183.000000 Penalty: 5266.663574
	Iteration 4Q: 3 clusters Score -7545183 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -7546717.500000 Penalty: 5266.663574
	Iteration 5F: 3 clusters Score -7546718 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -7548635.000000 Penalty: 5266.663574
	Iteration 6F: 3 clusters Score -7548635 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -7551156.000000 Penalty: 5266.663574
	Iteration 7F: 3 clusters Score -7551156 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -7554109.000000 Penalty: 5266.663574
	Iteration 8F: 3 clusters Score -7554109 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -7556423.000000 Penalty: 5266.663574
	Iteration 9F: 3 clusters Score -7556423 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -7557538.500000 Penalty: 5266.663574
	Iteration 10Q: 3 clusters Score -7557538 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -7557910.500000 Penalty: 5266.663574
	Iteration 11Q: 3 clusters Score -7557910 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -7558126.000000 Penalty: 5266.663574
	Iteration 12Q: 3 clusters Score -7558126 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -7558235.500000 Penalty: 5266.663574
	Iteration 13Q: 3 clusters Score -7558236 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -7558367.000000 Penalty: 5266.663574
	Iteration 14Q: 3 clusters Score -7558367 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -7558407.000000 Penalty: 5266.663574
	Iteration 15Q: 3 clusters Score -7558407 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -7558435.000000 Penalty: 5266.663574
	Iteration 16Q: 3 clusters Score -7558435 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -7558473.500000 Penalty: 5266.663574
	Iteration 17Q: 3 clusters Score -7558474 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -7558490.500000 Penalty: 5266.663574
	Iteration 18Q: 3 clusters Score -7558490 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -7558501.500000 Penalty: 5266.663574
	Iteration 19Q: 3 clusters Score -7558502 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -7558524.500000 Penalty: 5266.663574
	Iteration 20F: 3 clusters Score -7558524 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32702 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -7558549.500000 Penalty: 5266.663574
	Iteration 21Q: 3 clusters Score -7558550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -7558555.500000 Penalty: 5266.663574
	Iteration 22Q: 3 clusters Score -7558556 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -7558548.000000 Penalty: 5266.663574
	Iteration 23Q: 3 clusters Score -7558548 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -7558555.000000 Penalty: 5266.663574
	Iteration 24Q: 3 clusters Score -7558555 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -7558557.000000 Penalty: 5266.663574
	Iteration 25Q: 3 clusters Score -7558557 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -7558568.000000 Penalty: 5266.663574
	Iteration 26Q: 3 clusters Score -7558568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -7558581.000000 Penalty: 5266.663574
	Iteration 27Q: 3 clusters Score -7558581 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -7558571.500000 Penalty: 5266.663574
	Iteration 28Q: 3 clusters Score -7558572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -7558573.000000 Penalty: 5266.663574
	Iteration 29Q: 3 clusters Score -7558573 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -7558579.500000 Penalty: 5266.663574
	Iteration 30Q: 3 clusters Score -7558580 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -7558590.500000 Penalty: 5266.663574
	Iteration 31Q: 3 clusters Score -7558590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -7558575.000000 Penalty: 5266.663574
	Iteration 32Q: 3 clusters Score -7558575 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -7558593.000000 Penalty: 5266.663574
	Iteration 33Q: 3 clusters Score -7558593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -7558596.500000 Penalty: 5266.663574
	Iteration 34Q: 3 clusters Score -7558596 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -7558600.500000 Penalty: 5266.663574
	Iteration 35Q: 3 clusters Score -7558600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -7558614.500000 Penalty: 5266.663574
	Iteration 36Q: 3 clusters Score -7558614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -7558601.500000 Penalty: 5266.663574
	Iteration 37Q: 3 clusters Score -7558602 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -7558602.500000 Penalty: 5266.663574
	Iteration 38Q: 3 clusters Score -7558602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -7558623.000000 Penalty: 5266.663574
	Iteration 39Q: 3 clusters Score -7558623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -7558616.500000 Penalty: 5266.663574
	Iteration 40F: 3 clusters Score -7558616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -7558615.000000 Penalty: 5266.663574
	Iteration 41Q: 3 clusters Score -7558615 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -7558610.000000 Penalty: 5266.663574
	Iteration 42Q: 3 clusters Score -7558610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -7558603.000000 Penalty: 5266.663574
	Iteration 43Q: 3 clusters Score -7558603 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -7558616.000000 Penalty: 5266.663574
	Iteration 44Q: 3 clusters Score -7558616 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -7558630.500000 Penalty: 5266.663574
	Iteration 45Q: 3 clusters Score -7558630 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -7558621.500000 Penalty: 5266.663574
	Iteration 46Q: 3 clusters Score -7558622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -7558651.000000 Penalty: 5266.663574
	Iteration 47Q: 3 clusters Score -7558651 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -7558668.500000 Penalty: 5266.663574
	Iteration 48Q: 3 clusters Score -7558668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -7558664.500000 Penalty: 5266.663574
	Iteration 49Q: 3 clusters Score -7558664 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -7558671.000000 Penalty: 5266.663574
	Iteration 50Q: 3 clusters Score -7558671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -7558663.000000 Penalty: 5266.663574
	Iteration 51Q: 3 clusters Score -7558663 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -7558668.500000 Penalty: 5266.663574
	Iteration 52Q: 3 clusters Score -7558668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -7558679.500000 Penalty: 5266.663574
	Iteration 53Q: 3 clusters Score -7558680 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -7558682.000000 Penalty: 5266.663574
	Iteration 54Q: 3 clusters Score -7558682 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -7558679.000000 Penalty: 5266.663574
	Iteration 55Q: 3 clusters Score -7558679 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -7558670.500000 Penalty: 5266.663574
	Iteration 56Q: 3 clusters Score -7558670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -7558682.000000 Penalty: 5266.663574
	Iteration 57Q: 3 clusters Score -7558682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -7558678.000000 Penalty: 5266.663574
	Iteration 58Q: 3 clusters Score -7558678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -7558682.500000 Penalty: 5266.663574
	Iteration 59Q: 3 clusters Score -7558682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -7558678.000000 Penalty: 5266.663574
	Iteration 60F: 3 clusters Score -7558678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -7558684.500000 Penalty: 5266.663574
	Iteration 61Q: 3 clusters Score -7558684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -7558699.000000 Penalty: 5266.663574
	Iteration 62Q: 3 clusters Score -7558699 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -7558698.500000 Penalty: 5266.663574
	Iteration 63Q: 3 clusters Score -7558698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -7558689.500000 Penalty: 5266.663574
	Iteration 64Q: 3 clusters Score -7558690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -7558683.000000 Penalty: 5266.663574
	Iteration 65Q: 3 clusters Score -7558683 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -7558680.500000 Penalty: 5266.663574
	Iteration 66Q: 3 clusters Score -7558680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -7558677.000000 Penalty: 5266.663574
	Iteration 67Q: 3 clusters Score -7558677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -7558676.000000 Penalty: 5266.663574
	Iteration 68Q: 3 clusters Score -7558676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -7558684.000000 Penalty: 5266.663574
	Iteration 69Q: 3 clusters Score -7558684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -7558699.000000 Penalty: 5266.663574
	Iteration 70Q: 3 clusters Score -7558699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -7558675.000000 Penalty: 5266.663574
	Iteration 71Q: 3 clusters Score -7558675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -7558672.000000 Penalty: 5266.663574
	Iteration 72Q: 3 clusters Score -7558672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -7558672.500000 Penalty: 5266.663574
	Iteration 73Q: 3 clusters Score -7558672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -7558668.500000 Penalty: 5266.663574
	Iteration 74Q: 3 clusters Score -7558668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -7558683.500000 Penalty: 5266.663574
	Iteration 75Q: 3 clusters Score -7558684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -7558686.000000 Penalty: 5266.663574
	Iteration 76Q: 3 clusters Score -7558686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -7558675.000000 Penalty: 5266.663574
	Iteration 77Q: 3 clusters Score -7558675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -7558685.500000 Penalty: 5266.663574
	Iteration 78Q: 3 clusters Score -7558686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -7558687.000000 Penalty: 5266.663574
	Iteration 79Q: 3 clusters Score -7558687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -7558694.500000 Penalty: 5266.663574
	Iteration 80F: 3 clusters Score -7558694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -7558693.500000 Penalty: 5266.663574
	Iteration 81Q: 3 clusters Score -7558694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -7558694.500000 Penalty: 5266.663574
	Iteration 82Q: 3 clusters Score -7558694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -7558696.500000 Penalty: 5266.663574
	Iteration 83Q: 3 clusters Score -7558696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -7558702.500000 Penalty: 5266.663574
	Iteration 84Q: 3 clusters Score -7558702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -7558700.000000 Penalty: 5266.663574
	Iteration 85Q: 3 clusters Score -7558700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -7558701.000000 Penalty: 5266.663574
	Iteration 86Q: 3 clusters Score -7558701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -7558702.500000 Penalty: 5266.663574
	Iteration 87Q: 3 clusters Score -7558702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -7558700.500000 Penalty: 5266.663574
	Iteration 88Q: 3 clusters Score -7558700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -7558690.000000 Penalty: 5266.663574
	Iteration 89Q: 3 clusters Score -7558690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -7558700.000000 Penalty: 5266.663574
	Iteration 90Q: 3 clusters Score -7558700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -7558698.500000 Penalty: 5266.663574
	Iteration 91Q: 3 clusters Score -7558698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -7558687.000000 Penalty: 5266.663574
	Iteration 92Q: 3 clusters Score -7558687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -7558690.500000 Penalty: 5266.663574
	Iteration 93Q: 3 clusters Score -7558690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -7558692.000000 Penalty: 5266.663574
	Iteration 94Q: 3 clusters Score -7558692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -7558690.500000 Penalty: 5266.663574
	Iteration 95Q: 3 clusters Score -7558690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -7558683.000000 Penalty: 5266.663574
	Iteration 96Q: 3 clusters Score -7558683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -7558688.000000 Penalty: 5266.663574
	Iteration 97Q: 3 clusters Score -7558688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -7558681.500000 Penalty: 5266.663574
	Iteration 98Q: 3 clusters Score -7558682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -7558677.000000 Penalty: 5266.663574
	Iteration 99Q: 3 clusters Score -7558677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -7558679.000000 Penalty: 5266.663574
	Iteration 100F: 3 clusters Score -7558679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -7558684.500000 Penalty: 5266.663574
	Iteration 101Q: 3 clusters Score -7558684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -7558686.000000 Penalty: 5266.663574
	Iteration 102Q: 3 clusters Score -7558686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -7558682.000000 Penalty: 5266.663574
	Iteration 103Q: 3 clusters Score -7558682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -7558685.000000 Penalty: 5266.663574
	Iteration 104Q: 3 clusters Score -7558685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -7558682.000000 Penalty: 5266.663574
	Iteration 105Q: 3 clusters Score -7558682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -7558682.000000 Penalty: 5266.663574
	Iteration 106F: 3 clusters Score -7558682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (41006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Entering Unmasked Estep 
Score: -7583192.000000 Penalty: 2634.125488
	Iteration 0F: 2 clusters Score -7583192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -7555617.000000 Penalty: 5268.250977
	Iteration 0F: 3 clusters Score -7555617 nChanged 18686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -7565882.000000 Penalty: 5268.250977
	Iteration 1F: 3 clusters Score -7565882 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -7566271.500000 Penalty: 5268.250977
	Iteration 2Q: 3 clusters Score -7566272 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -7566626.000000 Penalty: 5268.250977
	Iteration 3Q: 3 clusters Score -7566626 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -7566975.000000 Penalty: 5268.250977
	Iteration 4Q: 3 clusters Score -7566975 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -7567420.000000 Penalty: 5268.250977
	Iteration 5Q: 3 clusters Score -7567420 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -7568003.000000 Penalty: 5268.250977
	Iteration 6Q: 3 clusters Score -7568003 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -7568828.000000 Penalty: 5268.250977
	Iteration 7Q: 3 clusters Score -7568828 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -7570077.000000 Penalty: 5268.250977
	Iteration 8F: 3 clusters Score -7570077 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -7572036.000000 Penalty: 5268.250977
	Iteration 9F: 3 clusters Score -7572036 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -7574300.000000 Penalty: 5268.250977
	Iteration 10F: 3 clusters Score -7574300 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -7576603.500000 Penalty: 5268.250977
	Iteration 11F: 3 clusters Score -7576604 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -7578327.000000 Penalty: 5268.250977
	Iteration 12Q: 3 clusters Score -7578327 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -7579503.500000 Penalty: 5268.250977
	Iteration 13Q: 3 clusters Score -7579504 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -7580157.000000 Penalty: 5268.250977
	Iteration 14Q: 3 clusters Score -7580157 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -7580639.000000 Penalty: 5268.250977
	Iteration 15Q: 3 clusters Score -7580639 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -7580916.500000 Penalty: 5268.250977
	Iteration 16Q: 3 clusters Score -7580916 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -7581028.000000 Penalty: 5268.250977
	Iteration 17Q: 3 clusters Score -7581028 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -7581147.000000 Penalty: 5268.250977
	Iteration 18Q: 3 clusters Score -7581147 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -7581200.000000 Penalty: 5268.250977
	Iteration 19Q: 3 clusters Score -7581200 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -7581285.500000 Penalty: 5268.250977
	Iteration 20F: 3 clusters Score -7581286 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -7581358.500000 Penalty: 5268.250977
	Iteration 21Q: 3 clusters Score -7581358 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -7581399.500000 Penalty: 5268.250977
	Iteration 22Q: 3 clusters Score -7581400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -7581427.500000 Penalty: 5268.250977
	Iteration 23Q: 3 clusters Score -7581428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -7581433.500000 Penalty: 5268.250977
	Iteration 24Q: 3 clusters Score -7581434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -7581465.500000 Penalty: 5268.250977
	Iteration 25Q: 3 clusters Score -7581466 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -7581475.000000 Penalty: 5268.250977
	Iteration 26Q: 3 clusters Score -7581475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -7581477.000000 Penalty: 5268.250977
	Iteration 27Q: 3 clusters Score -7581477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -7581495.500000 Penalty: 5268.250977
	Iteration 28Q: 3 clusters Score -7581496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -7581498.000000 Penalty: 5268.250977
	Iteration 29Q: 3 clusters Score -7581498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -7581499.500000 Penalty: 5268.250977
	Iteration 30Q: 3 clusters Score -7581500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -7581500.000000 Penalty: 5268.250977
	Iteration 31Q: 3 clusters Score -7581500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -7581505.000000 Penalty: 5268.250977
	Iteration 32Q: 3 clusters Score -7581505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -7581514.500000 Penalty: 5268.250977
	Iteration 33Q: 3 clusters Score -7581514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -7581527.500000 Penalty: 5268.250977
	Iteration 34Q: 3 clusters Score -7581528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -7581530.500000 Penalty: 5268.250977
	Iteration 35Q: 3 clusters Score -7581530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -7581536.000000 Penalty: 5268.250977
	Iteration 36Q: 3 clusters Score -7581536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -7581543.500000 Penalty: 5268.250977
	Iteration 37Q: 3 clusters Score -7581544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -7581544.000000 Penalty: 5268.250977
	Iteration 38Q: 3 clusters Score -7581544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -7581544.500000 Penalty: 5268.250977
	Iteration 39Q: 3 clusters Score -7581544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -7581544.000000 Penalty: 5268.250977
	Iteration 40F: 3 clusters Score -7581544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -7581545.000000 Penalty: 5268.250977
	Iteration 41Q: 3 clusters Score -7581545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -7581547.500000 Penalty: 5268.250977
	Iteration 42Q: 3 clusters Score -7581548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -7581541.500000 Penalty: 5268.250977
	Iteration 43Q: 3 clusters Score -7581542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -7581548.500000 Penalty: 5268.250977
	Iteration 44Q: 3 clusters Score -7581548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -7581548.000000 Penalty: 5268.250977
	Iteration 45Q: 3 clusters Score -7581548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -7581549.500000 Penalty: 5268.250977
	Iteration 46Q: 3 clusters Score -7581550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -7581546.000000 Penalty: 5268.250977
	Iteration 47Q: 3 clusters Score -7581546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -7581548.500000 Penalty: 5268.250977
	Iteration 48Q: 3 clusters Score -7581548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -7581548.500000 Penalty: 5268.250977
	Iteration 49F: 3 clusters Score -7581548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Entering Unmasked Estep 
Score: -637160.625000 Penalty: 2021.887939
	Iteration 0F: 2 clusters Score -637160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -633588.750000 Penalty: 4043.775879
	Iteration 0F: 3 clusters Score -633588.8 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -634377.562500 Penalty: 4043.775879
	Iteration 1F: 3 clusters Score -634377.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -634536.312500 Penalty: 4043.775879
	Iteration 2F: 3 clusters Score -634536.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -634618.187500 Penalty: 4043.775879
	Iteration 3Q: 3 clusters Score -634618.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -634660.625000 Penalty: 4043.775879
	Iteration 4Q: 3 clusters Score -634660.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -634694.125000 Penalty: 4043.775879
	Iteration 5Q: 3 clusters Score -634694.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -634720.937500 Penalty: 4043.775879
	Iteration 6Q: 3 clusters Score -634720.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -634745.500000 Penalty: 4043.775879
	Iteration 7Q: 3 clusters Score -634745.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -634760.812500 Penalty: 4043.775879
	Iteration 8Q: 3 clusters Score -634760.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -634768.625000 Penalty: 4043.775879
	Iteration 9Q: 3 clusters Score -634768.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -634777.750000 Penalty: 4043.775879
	Iteration 10Q: 3 clusters Score -634777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -634780.875000 Penalty: 4043.775879
	Iteration 11Q: 3 clusters Score -634780.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -634782.937500 Penalty: 4043.775879
	Iteration 12Q: 3 clusters Score -634782.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -634788.187500 Penalty: 4043.775879
	Iteration 13Q: 3 clusters Score -634788.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -634792.125000 Penalty: 4043.775879
	Iteration 14Q: 3 clusters Score -634792.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -634794.000000 Penalty: 4043.775879
	Iteration 15Q: 3 clusters Score -634794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -634798.687500 Penalty: 4043.775879
	Iteration 16Q: 3 clusters Score -634798.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -634806.500000 Penalty: 4043.775879
	Iteration 17Q: 3 clusters Score -634806.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -634817.937500 Penalty: 4043.775879
	Iteration 18Q: 3 clusters Score -634817.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -634830.187500 Penalty: 4043.775879
	Iteration 19Q: 3 clusters Score -634830.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -634841.500000 Penalty: 4043.775879
	Iteration 20F: 3 clusters Score -634841.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -634853.812500 Penalty: 4043.775879
	Iteration 21Q: 3 clusters Score -634853.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -634863.625000 Penalty: 4043.775879
	Iteration 22Q: 3 clusters Score -634863.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -634873.312500 Penalty: 4043.775879
	Iteration 23Q: 3 clusters Score -634873.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -634880.062500 Penalty: 4043.775879
	Iteration 24Q: 3 clusters Score -634880.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -634886.812500 Penalty: 4043.775879
	Iteration 25Q: 3 clusters Score -634886.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -634896.000000 Penalty: 4043.775879
	Iteration 26Q: 3 clusters Score -634896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -634906.437500 Penalty: 4043.775879
	Iteration 27Q: 3 clusters Score -634906.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -634913.250000 Penalty: 4043.775879
	Iteration 28Q: 3 clusters Score -634913.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -634916.312500 Penalty: 4043.775879
	Iteration 29Q: 3 clusters Score -634916.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -634919.000000 Penalty: 4043.775879
	Iteration 30Q: 3 clusters Score -634919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -634922.250000 Penalty: 4043.775879
	Iteration 31Q: 3 clusters Score -634922.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -634924.312500 Penalty: 4043.775879
	Iteration 32Q: 3 clusters Score -634924.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -634925.687500 Penalty: 4043.775879
	Iteration 33Q: 3 clusters Score -634925.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -634929.375000 Penalty: 4043.775879
	Iteration 34Q: 3 clusters Score -634929.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -634929.500000 Penalty: 4043.775879
	Iteration 35Q: 3 clusters Score -634929.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -634932.500000 Penalty: 4043.775879
	Iteration 36Q: 3 clusters Score -634932.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -634935.250000 Penalty: 4043.775879
	Iteration 37Q: 3 clusters Score -634935.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -634936.000000 Penalty: 4043.775879
	Iteration 38Q: 3 clusters Score -634936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -634935.875000 Penalty: 4043.775879
	Iteration 39Q: 3 clusters Score -634935.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -634936.312500 Penalty: 4043.775879
	Iteration 40F: 3 clusters Score -634936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -634936.250000 Penalty: 4043.775879
	Iteration 41Q: 3 clusters Score -634936.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -634936.250000 Penalty: 4043.775879
	Iteration 42F: 3 clusters Score -634936.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Entering Unmasked Estep 
Score: -8462629.000000 Penalty: 2659.866699
	Iteration 0F: 2 clusters Score -8462629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -8433231.000000 Penalty: 5319.733398
	Iteration 0F: 3 clusters Score -8433231 nChanged 20924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -8444788.000000 Penalty: 5319.733398
	Iteration 1F: 3 clusters Score -8444788 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -8445433.000000 Penalty: 5319.733398
	Iteration 2Q: 3 clusters Score -8445433 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -8446056.000000 Penalty: 5319.733398
	Iteration 3Q: 3 clusters Score -8446056 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -8446757.000000 Penalty: 5319.733398
	Iteration 4Q: 3 clusters Score -8446757 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -8447651.000000 Penalty: 5319.733398
	Iteration 5Q: 3 clusters Score -8447651 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -8448747.000000 Penalty: 5319.733398
	Iteration 6Q: 3 clusters Score -8448747 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -8450215.000000 Penalty: 5319.733398
	Iteration 7F: 3 clusters Score -8450215 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -8452302.000000 Penalty: 5319.733398
	Iteration 8F: 3 clusters Score -8452302 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -8454580.000000 Penalty: 5319.733398
	Iteration 9F: 3 clusters Score -8454580 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -8456437.000000 Penalty: 5319.733398
	Iteration 10F: 3 clusters Score -8456437 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -8457313.000000 Penalty: 5319.733398
	Iteration 11Q: 3 clusters Score -8457313 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -8457670.000000 Penalty: 5319.733398
	Iteration 12Q: 3 clusters Score -8457670 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -8457986.000000 Penalty: 5319.733398
	Iteration 13Q: 3 clusters Score -8457986 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -8458211.000000 Penalty: 5319.733398
	Iteration 14Q: 3 clusters Score -8458211 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -8458469.000000 Penalty: 5319.733398
	Iteration 15Q: 3 clusters Score -8458469 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -8458670.000000 Penalty: 5319.733398
	Iteration 16Q: 3 clusters Score -8458670 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -8458823.000000 Penalty: 5319.733398
	Iteration 17Q: 3 clusters Score -8458823 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -8458982.000000 Penalty: 5319.733398
	Iteration 18Q: 3 clusters Score -8458982 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -8459107.000000 Penalty: 5319.733398
	Iteration 19Q: 3 clusters Score -8459107 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -8459138.000000 Penalty: 5319.733398
	Iteration 20F: 3 clusters Score -8459138 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -8459208.000000 Penalty: 5319.733398
	Iteration 21Q: 3 clusters Score -8459208 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -8459252.000000 Penalty: 5319.733398
	Iteration 22Q: 3 clusters Score -8459252 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -8459301.000000 Penalty: 5319.733398
	Iteration 23Q: 3 clusters Score -8459301 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -8459360.000000 Penalty: 5319.733398
	Iteration 24Q: 3 clusters Score -8459360 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -8459420.000000 Penalty: 5319.733398
	Iteration 25Q: 3 clusters Score -8459420 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -8459452.000000 Penalty: 5319.733398
	Iteration 26Q: 3 clusters Score -8459452 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -8459497.000000 Penalty: 5319.733398
	Iteration 27Q: 3 clusters Score -8459497 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -8459533.000000 Penalty: 5319.733398
	Iteration 28Q: 3 clusters Score -8459533 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -8459560.000000 Penalty: 5319.733398
	Iteration 29Q: 3 clusters Score -8459560 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -8459643.000000 Penalty: 5319.733398
	Iteration 30Q: 3 clusters Score -8459643 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -8459685.000000 Penalty: 5319.733398
	Iteration 31Q: 3 clusters Score -8459685 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -8459741.000000 Penalty: 5319.733398
	Iteration 32Q: 3 clusters Score -8459741 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -8459809.000000 Penalty: 5319.733398
	Iteration 33Q: 3 clusters Score -8459809 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -8459849.000000 Penalty: 5319.733398
	Iteration 34Q: 3 clusters Score -8459849 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -8459891.000000 Penalty: 5319.733398
	Iteration 35Q: 3 clusters Score -8459891 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -8459921.000000 Penalty: 5319.733398
	Iteration 36Q: 3 clusters Score -8459921 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -8459962.000000 Penalty: 5319.733398
	Iteration 37Q: 3 clusters Score -8459962 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -8460003.000000 Penalty: 5319.733398
	Iteration 38Q: 3 clusters Score -8460003 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -8459999.000000 Penalty: 5319.733398
	Iteration 39Q: 3 clusters Score -8459999 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -8460005.000000 Penalty: 5319.733398
	Iteration 40F: 3 clusters Score -8460005 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -8460054.000000 Penalty: 5319.733398
	Iteration 41Q: 3 clusters Score -8460054 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -8460072.000000 Penalty: 5319.733398
	Iteration 42Q: 3 clusters Score -8460072 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -8460100.000000 Penalty: 5319.733398
	Iteration 43Q: 3 clusters Score -8460100 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -8460127.000000 Penalty: 5319.733398
	Iteration 44Q: 3 clusters Score -8460127 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -8460159.000000 Penalty: 5319.733398
	Iteration 45Q: 3 clusters Score -8460159 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -8460190.000000 Penalty: 5319.733398
	Iteration 46Q: 3 clusters Score -8460190 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -8460238.000000 Penalty: 5319.733398
	Iteration 47Q: 3 clusters Score -8460238 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -8460256.000000 Penalty: 5319.733398
	Iteration 48Q: 3 clusters Score -8460256 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -8460270.000000 Penalty: 5319.733398
	Iteration 49Q: 3 clusters Score -8460270 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -8460292.000000 Penalty: 5319.733398
	Iteration 50Q: 3 clusters Score -8460292 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -8460297.000000 Penalty: 5319.733398
	Iteration 51Q: 3 clusters Score -8460297 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -8460335.000000 Penalty: 5319.733398
	Iteration 52Q: 3 clusters Score -8460335 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -8460403.000000 Penalty: 5319.733398
	Iteration 53Q: 3 clusters Score -8460403 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -8460451.000000 Penalty: 5319.733398
	Iteration 54Q: 3 clusters Score -8460451 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -8460500.000000 Penalty: 5319.733398
	Iteration 55Q: 3 clusters Score -8460500 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -8460534.000000 Penalty: 5319.733398
	Iteration 56Q: 3 clusters Score -8460534 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -8460586.000000 Penalty: 5319.733398
	Iteration 57Q: 3 clusters Score -8460586 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -8460626.000000 Penalty: 5319.733398
	Iteration 58Q: 3 clusters Score -8460626 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -8460652.000000 Penalty: 5319.733398
	Iteration 59Q: 3 clusters Score -8460652 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -8460680.000000 Penalty: 5319.733398
	Iteration 60F: 3 clusters Score -8460680 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -8460739.000000 Penalty: 5319.733398
	Iteration 61Q: 3 clusters Score -8460739 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -8460772.000000 Penalty: 5319.733398
	Iteration 62Q: 3 clusters Score -8460772 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -8460785.000000 Penalty: 5319.733398
	Iteration 63Q: 3 clusters Score -8460785 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8460784.000000 Penalty: 5319.733398
	Iteration 64Q: 3 clusters Score -8460784 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -8460823.000000 Penalty: 5319.733398
	Iteration 65Q: 3 clusters Score -8460823 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -8460839.000000 Penalty: 5319.733398
	Iteration 66Q: 3 clusters Score -8460839 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -8460855.000000 Penalty: 5319.733398
	Iteration 67Q: 3 clusters Score -8460855 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -8460856.000000 Penalty: 5319.733398
	Iteration 68Q: 3 clusters Score -8460856 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8460861.000000 Penalty: 5319.733398
	Iteration 69Q: 3 clusters Score -8460861 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -8460858.000000 Penalty: 5319.733398
	Iteration 70Q: 3 clusters Score -8460858 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -8460858.000000 Penalty: 5319.733398
	Iteration 71Q: 3 clusters Score -8460858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8460858.000000 Penalty: 5319.733398
	Iteration 72Q: 3 clusters Score -8460858 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8460883.000000 Penalty: 5319.733398
	Iteration 73Q: 3 clusters Score -8460883 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -8460864.000000 Penalty: 5319.733398
	Iteration 74Q: 3 clusters Score -8460864 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8460874.000000 Penalty: 5319.733398
	Iteration 75Q: 3 clusters Score -8460874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8460884.000000 Penalty: 5319.733398
	Iteration 76Q: 3 clusters Score -8460884 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8460882.000000 Penalty: 5319.733398
	Iteration 77Q: 3 clusters Score -8460882 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8460874.000000 Penalty: 5319.733398
	Iteration 78Q: 3 clusters Score -8460874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8460861.000000 Penalty: 5319.733398
	Iteration 79Q: 3 clusters Score -8460861 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8460872.000000 Penalty: 5319.733398
	Iteration 80F: 3 clusters Score -8460872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8460881.000000 Penalty: 5319.733398
	Iteration 81Q: 3 clusters Score -8460881 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8460883.000000 Penalty: 5319.733398
	Iteration 82Q: 3 clusters Score -8460883 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8460877.000000 Penalty: 5319.733398
	Iteration 83Q: 3 clusters Score -8460877 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8460865.000000 Penalty: 5319.733398
	Iteration 84Q: 3 clusters Score -8460865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8460862.000000 Penalty: 5319.733398
	Iteration 85Q: 3 clusters Score -8460862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8460861.000000 Penalty: 5319.733398
	Iteration 86Q: 3 clusters Score -8460861 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8460851.000000 Penalty: 5319.733398
	Iteration 87Q: 3 clusters Score -8460851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8460847.000000 Penalty: 5319.733398
	Iteration 88Q: 3 clusters Score -8460847 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8460850.000000 Penalty: 5319.733398
	Iteration 89Q: 3 clusters Score -8460850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8460854.000000 Penalty: 5319.733398
	Iteration 90Q: 3 clusters Score -8460854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8460843.000000 Penalty: 5319.733398
	Iteration 91Q: 3 clusters Score -8460843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8460838.000000 Penalty: 5319.733398
	Iteration 92Q: 3 clusters Score -8460838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8460849.000000 Penalty: 5319.733398
	Iteration 93Q: 3 clusters Score -8460849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8460852.000000 Penalty: 5319.733398
	Iteration 94Q: 3 clusters Score -8460852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8460834.000000 Penalty: 5319.733398
	Iteration 95Q: 3 clusters Score -8460834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8460834.000000 Penalty: 5319.733398
	Iteration 96Q: 3 clusters Score -8460834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8460824.000000 Penalty: 5319.733398
	Iteration 97Q: 3 clusters Score -8460824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8460824.000000 Penalty: 5319.733398
	Iteration 98Q: 3 clusters Score -8460824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8460819.000000 Penalty: 5319.733398
	Iteration 99Q: 3 clusters Score -8460819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8460820.000000 Penalty: 5319.733398
	Iteration 100F: 3 clusters Score -8460820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8460813.000000 Penalty: 5319.733398
	Iteration 101Q: 3 clusters Score -8460813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8460808.000000 Penalty: 5319.733398
	Iteration 102Q: 3 clusters Score -8460808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8460805.000000 Penalty: 5319.733398
	Iteration 103Q: 3 clusters Score -8460805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8460798.000000 Penalty: 5319.733398
	Iteration 104Q: 3 clusters Score -8460798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8460785.000000 Penalty: 5319.733398
	Iteration 105Q: 3 clusters Score -8460785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8460780.000000 Penalty: 5319.733398
	Iteration 106Q: 3 clusters Score -8460780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8460783.000000 Penalty: 5319.733398
	Iteration 107Q: 3 clusters Score -8460783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8460775.000000 Penalty: 5319.733398
	Iteration 108Q: 3 clusters Score -8460775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8460766.000000 Penalty: 5319.733398
	Iteration 109Q: 3 clusters Score -8460766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8460767.000000 Penalty: 5319.733398
	Iteration 110Q: 3 clusters Score -8460767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8460766.000000 Penalty: 5319.733398
	Iteration 111Q: 3 clusters Score -8460766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8460770.000000 Penalty: 5319.733398
	Iteration 112Q: 3 clusters Score -8460770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8460774.000000 Penalty: 5319.733398
	Iteration 113Q: 3 clusters Score -8460774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8460780.000000 Penalty: 5319.733398
	Iteration 114Q: 3 clusters Score -8460780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8460780.000000 Penalty: 5319.733398
	Iteration 115F: 3 clusters Score -8460780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -420510.625000 Penalty: 1935.454346
	Iteration 0F: 2 clusters Score -420510.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -417614.500000 Penalty: 3870.908691
	Iteration 0F: 3 clusters Score -417614.5 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -418374.687500 Penalty: 3870.908691
	Iteration 1F: 3 clusters Score -418374.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -418683.687500 Penalty: 3870.908691
	Iteration 2F: 3 clusters Score -418683.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -418907.468750 Penalty: 3870.908691
	Iteration 3F: 3 clusters Score -418907.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -419125.437500 Penalty: 3870.908691
	Iteration 4F: 3 clusters Score -419125.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -419333.718750 Penalty: 3870.908691
	Iteration 5F: 3 clusters Score -419333.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -419465.750000 Penalty: 3870.908691
	Iteration 6Q: 3 clusters Score -419465.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -419546.031250 Penalty: 3870.908691
	Iteration 7Q: 3 clusters Score -419546 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -419603.468750 Penalty: 3870.908691
	Iteration 8Q: 3 clusters Score -419603.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -419642.625000 Penalty: 3870.908691
	Iteration 9Q: 3 clusters Score -419642.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -419662.156250 Penalty: 3870.908691
	Iteration 10Q: 3 clusters Score -419662.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -419687.843750 Penalty: 3870.908691
	Iteration 11Q: 3 clusters Score -419687.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -419701.750000 Penalty: 3870.908691
	Iteration 12Q: 3 clusters Score -419701.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -419706.781250 Penalty: 3870.908691
	Iteration 13Q: 3 clusters Score -419706.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -419708.468750 Penalty: 3870.908691
	Iteration 14Q: 3 clusters Score -419708.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -419708.656250 Penalty: 3870.908691
	Iteration 15Q: 3 clusters Score -419708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -419709.937500 Penalty: 3870.908691
	Iteration 16Q: 3 clusters Score -419709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -419710.812500 Penalty: 3870.908691
	Iteration 17Q: 3 clusters Score -419710.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -419710.812500 Penalty: 3870.908691
	Iteration 18F: 3 clusters Score -419710.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -56304.363281 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -56304.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54843.691406 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -54843.69 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -55111.312500 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -55111.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55276.878906 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -55276.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55344.582031 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -55344.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55407.003906 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -55407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55455.765625 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -55455.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -55497.414062 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -55497.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -55510.093750 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -55510.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55526.050781 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -55526.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55536.703125 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -55536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -55556.878906 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -55556.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55575.941406 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -55575.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -55584.898438 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -55584.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -55603.312500 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -55603.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55614.875000 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -55614.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55618.312500 Penalty: 3090.318848
	Iteration 15Q: 3 clusters Score -55618.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55619.921875 Penalty: 3090.318848
	Iteration 16Q: 3 clusters Score -55619.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -55620.882812 Penalty: 3090.318848
	Iteration 17Q: 3 clusters Score -55620.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55625.453125 Penalty: 3090.318848
	Iteration 18Q: 3 clusters Score -55625.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55632.667969 Penalty: 3090.318848
	Iteration 19Q: 3 clusters Score -55632.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -55641.773438 Penalty: 3090.318848
	Iteration 20F: 3 clusters Score -55641.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55643.285156 Penalty: 3090.318848
	Iteration 21Q: 3 clusters Score -55643.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -55643.285156 Penalty: 3090.318848
	Iteration 22F: 3 clusters Score -55643.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Entering Unmasked Estep 
Score: -6910044.000000 Penalty: 2611.609131
	Iteration 0F: 2 clusters Score -6910044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -6884599.000000 Penalty: 5223.218262
	Iteration 0F: 3 clusters Score -6884599 nChanged 17068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -6893804.500000 Penalty: 5223.218262
	Iteration 1F: 3 clusters Score -6893804 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -6894236.000000 Penalty: 5223.218262
	Iteration 2Q: 3 clusters Score -6894236 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -6894581.000000 Penalty: 5223.218262
	Iteration 3Q: 3 clusters Score -6894581 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -6894900.000000 Penalty: 5223.218262
	Iteration 4Q: 3 clusters Score -6894900 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -6895375.000000 Penalty: 5223.218262
	Iteration 5Q: 3 clusters Score -6895375 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -6896000.500000 Penalty: 5223.218262
	Iteration 6Q: 3 clusters Score -6896000 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -6896909.000000 Penalty: 5223.218262
	Iteration 7Q: 3 clusters Score -6896909 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -6898424.000000 Penalty: 5223.218262
	Iteration 8F: 3 clusters Score -6898424 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -6900703.500000 Penalty: 5223.218262
	Iteration 9F: 3 clusters Score -6900704 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -6903277.000000 Penalty: 5223.218262
	Iteration 10F: 3 clusters Score -6903277 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -6905352.500000 Penalty: 5223.218262
	Iteration 11F: 3 clusters Score -6905352 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -6906701.000000 Penalty: 5223.218262
	Iteration 12Q: 3 clusters Score -6906701 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -6907463.500000 Penalty: 5223.218262
	Iteration 13Q: 3 clusters Score -6907464 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -6907842.500000 Penalty: 5223.218262
	Iteration 14Q: 3 clusters Score -6907842 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6908047.500000 Penalty: 5223.218262
	Iteration 15Q: 3 clusters Score -6908048 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6908155.500000 Penalty: 5223.218262
	Iteration 16Q: 3 clusters Score -6908156 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6908207.500000 Penalty: 5223.218262
	Iteration 17Q: 3 clusters Score -6908208 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6908237.000000 Penalty: 5223.218262
	Iteration 18Q: 3 clusters Score -6908237 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6908275.000000 Penalty: 5223.218262
	Iteration 19Q: 3 clusters Score -6908275 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6908312.000000 Penalty: 5223.218262
	Iteration 20F: 3 clusters Score -6908312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -6908326.500000 Penalty: 5223.218262
	Iteration 21Q: 3 clusters Score -6908326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6908325.500000 Penalty: 5223.218262
	Iteration 22Q: 3 clusters Score -6908326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6908347.500000 Penalty: 5223.218262
	Iteration 23Q: 3 clusters Score -6908348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -6908365.500000 Penalty: 5223.218262
	Iteration 24Q: 3 clusters Score -6908366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6908377.500000 Penalty: 5223.218262
	Iteration 25Q: 3 clusters Score -6908378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6908375.500000 Penalty: 5223.218262
	Iteration 26Q: 3 clusters Score -6908376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6908373.000000 Penalty: 5223.218262
	Iteration 27Q: 3 clusters Score -6908373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6908383.500000 Penalty: 5223.218262
	Iteration 28Q: 3 clusters Score -6908384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6908380.000000 Penalty: 5223.218262
	Iteration 29Q: 3 clusters Score -6908380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -6908388.500000 Penalty: 5223.218262
	Iteration 30Q: 3 clusters Score -6908388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6908390.000000 Penalty: 5223.218262
	Iteration 31Q: 3 clusters Score -6908390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -6908392.500000 Penalty: 5223.218262
	Iteration 32Q: 3 clusters Score -6908392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6908395.000000 Penalty: 5223.218262
	Iteration 33Q: 3 clusters Score -6908395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6908393.500000 Penalty: 5223.218262
	Iteration 34Q: 3 clusters Score -6908394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6908388.000000 Penalty: 5223.218262
	Iteration 35Q: 3 clusters Score -6908388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6908389.500000 Penalty: 5223.218262
	Iteration 36Q: 3 clusters Score -6908390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6908398.000000 Penalty: 5223.218262
	Iteration 37Q: 3 clusters Score -6908398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6908396.000000 Penalty: 5223.218262
	Iteration 38Q: 3 clusters Score -6908396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -6908402.000000 Penalty: 5223.218262
	Iteration 39Q: 3 clusters Score -6908402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6908402.500000 Penalty: 5223.218262
	Iteration 40F: 3 clusters Score -6908402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6908400.500000 Penalty: 5223.218262
	Iteration 41Q: 3 clusters Score -6908400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6908400.500000 Penalty: 5223.218262
	Iteration 42Q: 3 clusters Score -6908400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6908401.500000 Penalty: 5223.218262
	Iteration 43Q: 3 clusters Score -6908402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6908408.000000 Penalty: 5223.218262
	Iteration 44Q: 3 clusters Score -6908408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6908408.000000 Penalty: 5223.218262
	Iteration 45F: 3 clusters Score -6908408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Entering Unmasked Estep 
Score: -5164806.500000 Penalty: 2546.625488
	Iteration 0F: 2 clusters Score -5164806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -5145031.500000 Penalty: 5093.250977
	Iteration 0F: 3 clusters Score -5145032 nChanged 12931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -5151832.000000 Penalty: 5093.250977
	Iteration 1F: 3 clusters Score -5151832 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -5152231.500000 Penalty: 5093.250977
	Iteration 2Q: 3 clusters Score -5152232 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -5152629.000000 Penalty: 5093.250977
	Iteration 3Q: 3 clusters Score -5152629 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -5152986.500000 Penalty: 5093.250977
	Iteration 4Q: 3 clusters Score -5152986 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -5153307.500000 Penalty: 5093.250977
	Iteration 5Q: 3 clusters Score -5153308 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -5153674.500000 Penalty: 5093.250977
	Iteration 6Q: 3 clusters Score -5153674 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -5154042.500000 Penalty: 5093.250977
	Iteration 7Q: 3 clusters Score -5154042 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -5154460.000000 Penalty: 5093.250977
	Iteration 8Q: 3 clusters Score -5154460 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -5154909.500000 Penalty: 5093.250977
	Iteration 9Q: 3 clusters Score -5154910 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -5155400.000000 Penalty: 5093.250977
	Iteration 10Q: 3 clusters Score -5155400 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -5155902.500000 Penalty: 5093.250977
	Iteration 11Q: 3 clusters Score -5155902 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -5156411.500000 Penalty: 5093.250977
	Iteration 12Q: 3 clusters Score -5156412 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -5156795.500000 Penalty: 5093.250977
	Iteration 13Q: 3 clusters Score -5156796 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -5157156.000000 Penalty: 5093.250977
	Iteration 14Q: 3 clusters Score -5157156 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -5157521.000000 Penalty: 5093.250977
	Iteration 15Q: 3 clusters Score -5157521 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -5157775.500000 Penalty: 5093.250977
	Iteration 16Q: 3 clusters Score -5157776 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -5158052.500000 Penalty: 5093.250977
	Iteration 17Q: 3 clusters Score -5158052 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -5158324.500000 Penalty: 5093.250977
	Iteration 18Q: 3 clusters Score -5158324 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -5158541.000000 Penalty: 5093.250977
	Iteration 19Q: 3 clusters Score -5158541 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -5158754.500000 Penalty: 5093.250977
	Iteration 20F: 3 clusters Score -5158754 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -5158993.500000 Penalty: 5093.250977
	Iteration 21Q: 3 clusters Score -5158994 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -5159236.000000 Penalty: 5093.250977
	Iteration 22Q: 3 clusters Score -5159236 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -5159497.000000 Penalty: 5093.250977
	Iteration 23Q: 3 clusters Score -5159497 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -5159803.000000 Penalty: 5093.250977
	Iteration 24Q: 3 clusters Score -5159803 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -5160139.000000 Penalty: 5093.250977
	Iteration 25Q: 3 clusters Score -5160139 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -5160561.000000 Penalty: 5093.250977
	Iteration 26Q: 3 clusters Score -5160561 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -5160978.500000 Penalty: 5093.250977
	Iteration 27Q: 3 clusters Score -5160978 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -5161356.500000 Penalty: 5093.250977
	Iteration 28Q: 3 clusters Score -5161356 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -5161656.500000 Penalty: 5093.250977
	Iteration 29Q: 3 clusters Score -5161656 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -5161940.500000 Penalty: 5093.250977
	Iteration 30Q: 3 clusters Score -5161940 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -5162109.500000 Penalty: 5093.250977
	Iteration 31Q: 3 clusters Score -5162110 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -5162273.000000 Penalty: 5093.250977
	Iteration 32Q: 3 clusters Score -5162273 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -5162433.000000 Penalty: 5093.250977
	Iteration 33Q: 3 clusters Score -5162433 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -5162529.000000 Penalty: 5093.250977
	Iteration 34Q: 3 clusters Score -5162529 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5162639.000000 Penalty: 5093.250977
	Iteration 35Q: 3 clusters Score -5162639 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -5162709.000000 Penalty: 5093.250977
	Iteration 36Q: 3 clusters Score -5162709 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -5162770.000000 Penalty: 5093.250977
	Iteration 37Q: 3 clusters Score -5162770 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -5162812.500000 Penalty: 5093.250977
	Iteration 38Q: 3 clusters Score -5162812 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -5162843.500000 Penalty: 5093.250977
	Iteration 39Q: 3 clusters Score -5162844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -5162877.500000 Penalty: 5093.250977
	Iteration 40F: 3 clusters Score -5162878 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5162898.500000 Penalty: 5093.250977
	Iteration 41Q: 3 clusters Score -5162898 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -5162914.000000 Penalty: 5093.250977
	Iteration 42Q: 3 clusters Score -5162914 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5162917.000000 Penalty: 5093.250977
	Iteration 43Q: 3 clusters Score -5162917 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5162935.500000 Penalty: 5093.250977
	Iteration 44Q: 3 clusters Score -5162936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5162944.000000 Penalty: 5093.250977
	Iteration 45Q: 3 clusters Score -5162944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -5162959.500000 Penalty: 5093.250977
	Iteration 46Q: 3 clusters Score -5162960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -5162971.500000 Penalty: 5093.250977
	Iteration 47Q: 3 clusters Score -5162972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -5162986.500000 Penalty: 5093.250977
	Iteration 48Q: 3 clusters Score -5162986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -5163000.500000 Penalty: 5093.250977
	Iteration 49Q: 3 clusters Score -5163000 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -5163014.500000 Penalty: 5093.250977
	Iteration 50Q: 3 clusters Score -5163014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5163019.000000 Penalty: 5093.250977
	Iteration 51Q: 3 clusters Score -5163019 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -5163017.500000 Penalty: 5093.250977
	Iteration 52Q: 3 clusters Score -5163018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -5163038.000000 Penalty: 5093.250977
	Iteration 53Q: 3 clusters Score -5163038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -5163034.500000 Penalty: 5093.250977
	Iteration 54Q: 3 clusters Score -5163034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -5163030.500000 Penalty: 5093.250977
	Iteration 55Q: 3 clusters Score -5163030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5163028.500000 Penalty: 5093.250977
	Iteration 56Q: 3 clusters Score -5163028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5163034.000000 Penalty: 5093.250977
	Iteration 57Q: 3 clusters Score -5163034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5163038.500000 Penalty: 5093.250977
	Iteration 58Q: 3 clusters Score -5163038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -5163036.000000 Penalty: 5093.250977
	Iteration 59Q: 3 clusters Score -5163036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5163034.500000 Penalty: 5093.250977
	Iteration 60F: 3 clusters Score -5163034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -5163043.000000 Penalty: 5093.250977
	Iteration 61Q: 3 clusters Score -5163043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -5163045.000000 Penalty: 5093.250977
	Iteration 62Q: 3 clusters Score -5163045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -5163045.000000 Penalty: 5093.250977
	Iteration 63Q: 3 clusters Score -5163045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -5163040.000000 Penalty: 5093.250977
	Iteration 64Q: 3 clusters Score -5163040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -5163048.000000 Penalty: 5093.250977
	Iteration 65Q: 3 clusters Score -5163048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5163056.500000 Penalty: 5093.250977
	Iteration 66Q: 3 clusters Score -5163056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5163053.500000 Penalty: 5093.250977
	Iteration 67Q: 3 clusters Score -5163054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5163052.500000 Penalty: 5093.250977
	Iteration 68Q: 3 clusters Score -5163052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -5163053.500000 Penalty: 5093.250977
	Iteration 69Q: 3 clusters Score -5163054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -5163060.500000 Penalty: 5093.250977
	Iteration 70Q: 3 clusters Score -5163060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5163065.500000 Penalty: 5093.250977
	Iteration 71Q: 3 clusters Score -5163066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -5163063.000000 Penalty: 5093.250977
	Iteration 72Q: 3 clusters Score -5163063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -5163067.000000 Penalty: 5093.250977
	Iteration 73Q: 3 clusters Score -5163067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -5163068.000000 Penalty: 5093.250977
	Iteration 74Q: 3 clusters Score -5163068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5163070.500000 Penalty: 5093.250977
	Iteration 75Q: 3 clusters Score -5163070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -5163078.000000 Penalty: 5093.250977
	Iteration 76Q: 3 clusters Score -5163078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -5163075.500000 Penalty: 5093.250977
	Iteration 77Q: 3 clusters Score -5163076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5163072.000000 Penalty: 5093.250977
	Iteration 78Q: 3 clusters Score -5163072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -5163073.000000 Penalty: 5093.250977
	Iteration 79Q: 3 clusters Score -5163073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -5163083.000000 Penalty: 5093.250977
	Iteration 80F: 3 clusters Score -5163083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5163082.000000 Penalty: 5093.250977
	Iteration 81Q: 3 clusters Score -5163082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -5163077.500000 Penalty: 5093.250977
	Iteration 82Q: 3 clusters Score -5163078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -5163082.000000 Penalty: 5093.250977
	Iteration 83Q: 3 clusters Score -5163082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5163078.000000 Penalty: 5093.250977
	Iteration 84Q: 3 clusters Score -5163078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -5163086.000000 Penalty: 5093.250977
	Iteration 85Q: 3 clusters Score -5163086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5163084.500000 Penalty: 5093.250977
	Iteration 86Q: 3 clusters Score -5163084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5163078.500000 Penalty: 5093.250977
	Iteration 87Q: 3 clusters Score -5163078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5163086.500000 Penalty: 5093.250977
	Iteration 88Q: 3 clusters Score -5163086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -5163083.500000 Penalty: 5093.250977
	Iteration 89Q: 3 clusters Score -5163084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5163092.000000 Penalty: 5093.250977
	Iteration 90Q: 3 clusters Score -5163092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5163095.500000 Penalty: 5093.250977
	Iteration 91Q: 3 clusters Score -5163096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5163091.000000 Penalty: 5093.250977
	Iteration 92Q: 3 clusters Score -5163091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5163092.000000 Penalty: 5093.250977
	Iteration 93Q: 3 clusters Score -5163092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5163094.000000 Penalty: 5093.250977
	Iteration 94Q: 3 clusters Score -5163094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5163098.000000 Penalty: 5093.250977
	Iteration 95Q: 3 clusters Score -5163098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5163090.500000 Penalty: 5093.250977
	Iteration 96Q: 3 clusters Score -5163090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -5163090.500000 Penalty: 5093.250977
	Iteration 97F: 3 clusters Score -5163090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -171442.031250 Penalty: 1734.039917
	Iteration 0F: 2 clusters Score -171442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -169491.765625 Penalty: 3468.079834
	Iteration 0F: 3 clusters Score -169491.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -170047.828125 Penalty: 3468.079834
	Iteration 1F: 3 clusters Score -170047.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -170304.484375 Penalty: 3468.079834
	Iteration 2F: 3 clusters Score -170304.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -170472.796875 Penalty: 3468.079834
	Iteration 3F: 3 clusters Score -170472.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -170584.890625 Penalty: 3468.079834
	Iteration 4F: 3 clusters Score -170584.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -170646.375000 Penalty: 3468.079834
	Iteration 5Q: 3 clusters Score -170646.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -170685.656250 Penalty: 3468.079834
	Iteration 6Q: 3 clusters Score -170685.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -170715.531250 Penalty: 3468.079834
	Iteration 7Q: 3 clusters Score -170715.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -170732.812500 Penalty: 3468.079834
	Iteration 8Q: 3 clusters Score -170732.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -170747.875000 Penalty: 3468.079834
	Iteration 9Q: 3 clusters Score -170747.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -170764.984375 Penalty: 3468.079834
	Iteration 10Q: 3 clusters Score -170765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -170783.421875 Penalty: 3468.079834
	Iteration 11Q: 3 clusters Score -170783.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -170819.812500 Penalty: 3468.079834
	Iteration 12Q: 3 clusters Score -170819.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -170837.234375 Penalty: 3468.079834
	Iteration 13Q: 3 clusters Score -170837.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -170854.968750 Penalty: 3468.079834
	Iteration 14Q: 3 clusters Score -170855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -170870.046875 Penalty: 3468.079834
	Iteration 15Q: 3 clusters Score -170870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -170886.812500 Penalty: 3468.079834
	Iteration 16Q: 3 clusters Score -170886.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -170892.218750 Penalty: 3468.079834
	Iteration 17Q: 3 clusters Score -170892.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -170893.984375 Penalty: 3468.079834
	Iteration 18Q: 3 clusters Score -170894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -170895.171875 Penalty: 3468.079834
	Iteration 19Q: 3 clusters Score -170895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -170904.890625 Penalty: 3468.079834
	Iteration 20F: 3 clusters Score -170904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -170915.875000 Penalty: 3468.079834
	Iteration 21Q: 3 clusters Score -170915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -170922.046875 Penalty: 3468.079834
	Iteration 22Q: 3 clusters Score -170922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -170925.625000 Penalty: 3468.079834
	Iteration 23Q: 3 clusters Score -170925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -170929.531250 Penalty: 3468.079834
	Iteration 24Q: 3 clusters Score -170929.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -170939.906250 Penalty: 3468.079834
	Iteration 25Q: 3 clusters Score -170939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -170954.984375 Penalty: 3468.079834
	Iteration 26Q: 3 clusters Score -170955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -170980.109375 Penalty: 3468.079834
	Iteration 27Q: 3 clusters Score -170980.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -171003.140625 Penalty: 3468.079834
	Iteration 28Q: 3 clusters Score -171003.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -171029.843750 Penalty: 3468.079834
	Iteration 29Q: 3 clusters Score -171029.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -171057.234375 Penalty: 3468.079834
	Iteration 30Q: 3 clusters Score -171057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -171066.218750 Penalty: 3468.079834
	Iteration 31Q: 3 clusters Score -171066.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -171073.281250 Penalty: 3468.079834
	Iteration 32Q: 3 clusters Score -171073.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -171085.156250 Penalty: 3468.079834
	Iteration 33Q: 3 clusters Score -171085.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -171094.062500 Penalty: 3468.079834
	Iteration 34Q: 3 clusters Score -171094.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -171099.250000 Penalty: 3468.079834
	Iteration 35Q: 3 clusters Score -171099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -171099.515625 Penalty: 3468.079834
	Iteration 36Q: 3 clusters Score -171099.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -171099.515625 Penalty: 3468.079834
	Iteration 37F: 3 clusters Score -171099.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Entering Unmasked Estep 
Score: -8152349.000000 Penalty: 2650.359375
	Iteration 0F: 2 clusters Score -8152349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -8123525.000000 Penalty: 5300.718750
	Iteration 0F: 3 clusters Score -8123525 nChanged 20156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -8134722.000000 Penalty: 5300.718750
	Iteration 1F: 3 clusters Score -8134722 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -8135235.500000 Penalty: 5300.718750
	Iteration 2Q: 3 clusters Score -8135236 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -8135742.500000 Penalty: 5300.718750
	Iteration 3Q: 3 clusters Score -8135742 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -8136370.500000 Penalty: 5300.718750
	Iteration 4Q: 3 clusters Score -8136370 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -8137223.000000 Penalty: 5300.718750
	Iteration 5Q: 3 clusters Score -8137223 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -8138412.500000 Penalty: 5300.718750
	Iteration 6Q: 3 clusters Score -8138412 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -8139906.000000 Penalty: 5300.718750
	Iteration 7F: 3 clusters Score -8139906 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -8141885.500000 Penalty: 5300.718750
	Iteration 8F: 3 clusters Score -8141886 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -8144013.500000 Penalty: 5300.718750
	Iteration 9F: 3 clusters Score -8144014 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -8145662.500000 Penalty: 5300.718750
	Iteration 10F: 3 clusters Score -8145662 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -8146510.000000 Penalty: 5300.718750
	Iteration 11Q: 3 clusters Score -8146510 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -8147017.000000 Penalty: 5300.718750
	Iteration 12Q: 3 clusters Score -8147017 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -8147384.500000 Penalty: 5300.718750
	Iteration 13Q: 3 clusters Score -8147384 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -8147706.000000 Penalty: 5300.718750
	Iteration 14Q: 3 clusters Score -8147706 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -8147941.500000 Penalty: 5300.718750
	Iteration 15Q: 3 clusters Score -8147942 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -8148154.000000 Penalty: 5300.718750
	Iteration 16Q: 3 clusters Score -8148154 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -8148328.500000 Penalty: 5300.718750
	Iteration 17Q: 3 clusters Score -8148328 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -8148438.500000 Penalty: 5300.718750
	Iteration 18Q: 3 clusters Score -8148438 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -8148574.000000 Penalty: 5300.718750
	Iteration 19Q: 3 clusters Score -8148574 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -8148655.500000 Penalty: 5300.718750
	Iteration 20F: 3 clusters Score -8148656 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -8148770.500000 Penalty: 5300.718750
	Iteration 21Q: 3 clusters Score -8148770 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -8148847.500000 Penalty: 5300.718750
	Iteration 22Q: 3 clusters Score -8148848 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -8148910.000000 Penalty: 5300.718750
	Iteration 23Q: 3 clusters Score -8148910 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -8149012.500000 Penalty: 5300.718750
	Iteration 24Q: 3 clusters Score -8149012 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -8149090.000000 Penalty: 5300.718750
	Iteration 25Q: 3 clusters Score -8149090 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 31792 members 
Entering Unmasked Estep 
Score: -8149119.500000 Penalty: 5300.718750
	Iteration 26Q: 3 clusters Score -8149120 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -8149142.500000 Penalty: 5300.718750
	Iteration 27Q: 3 clusters Score -8149142 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -8149205.500000 Penalty: 5300.718750
	Iteration 28Q: 3 clusters Score -8149206 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -8149261.000000 Penalty: 5300.718750
	Iteration 29Q: 3 clusters Score -8149261 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -8149296.000000 Penalty: 5300.718750
	Iteration 30Q: 3 clusters Score -8149296 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -8149313.500000 Penalty: 5300.718750
	Iteration 31Q: 3 clusters Score -8149314 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -8149350.500000 Penalty: 5300.718750
	Iteration 32Q: 3 clusters Score -8149350 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -8149351.000000 Penalty: 5300.718750
	Iteration 33Q: 3 clusters Score -8149351 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -8149414.500000 Penalty: 5300.718750
	Iteration 34Q: 3 clusters Score -8149414 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -8149444.000000 Penalty: 5300.718750
	Iteration 35Q: 3 clusters Score -8149444 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -8149487.500000 Penalty: 5300.718750
	Iteration 36Q: 3 clusters Score -8149488 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 33283 members 
Entering Unmasked Estep 
Score: -8149515.500000 Penalty: 5300.718750
	Iteration 37Q: 3 clusters Score -8149516 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -8149553.500000 Penalty: 5300.718750
	Iteration 38Q: 3 clusters Score -8149554 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -8149594.000000 Penalty: 5300.718750
	Iteration 39Q: 3 clusters Score -8149594 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -8149620.000000 Penalty: 5300.718750
	Iteration 40F: 3 clusters Score -8149620 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -8149661.000000 Penalty: 5300.718750
	Iteration 41Q: 3 clusters Score -8149661 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -8149700.500000 Penalty: 5300.718750
	Iteration 42Q: 3 clusters Score -8149700 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -8149715.500000 Penalty: 5300.718750
	Iteration 43Q: 3 clusters Score -8149716 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -8149743.000000 Penalty: 5300.718750
	Iteration 44Q: 3 clusters Score -8149743 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -8149772.500000 Penalty: 5300.718750
	Iteration 45Q: 3 clusters Score -8149772 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -8149766.500000 Penalty: 5300.718750
	Iteration 46Q: 3 clusters Score -8149766 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -8149809.500000 Penalty: 5300.718750
	Iteration 47Q: 3 clusters Score -8149810 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -8149868.000000 Penalty: 5300.718750
	Iteration 48Q: 3 clusters Score -8149868 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -8149904.000000 Penalty: 5300.718750
	Iteration 49Q: 3 clusters Score -8149904 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -8149928.500000 Penalty: 5300.718750
	Iteration 50Q: 3 clusters Score -8149928 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -8149969.500000 Penalty: 5300.718750
	Iteration 51Q: 3 clusters Score -8149970 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -8150027.500000 Penalty: 5300.718750
	Iteration 52Q: 3 clusters Score -8150028 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -8150055.000000 Penalty: 5300.718750
	Iteration 53Q: 3 clusters Score -8150055 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -8150097.000000 Penalty: 5300.718750
	Iteration 54Q: 3 clusters Score -8150097 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -8150148.500000 Penalty: 5300.718750
	Iteration 55Q: 3 clusters Score -8150148 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -8150165.000000 Penalty: 5300.718750
	Iteration 56Q: 3 clusters Score -8150165 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -8150184.000000 Penalty: 5300.718750
	Iteration 57Q: 3 clusters Score -8150184 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -8150223.000000 Penalty: 5300.718750
	Iteration 58Q: 3 clusters Score -8150223 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -8150242.500000 Penalty: 5300.718750
	Iteration 59Q: 3 clusters Score -8150242 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -8150251.000000 Penalty: 5300.718750
	Iteration 60F: 3 clusters Score -8150251 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -8150257.500000 Penalty: 5300.718750
	Iteration 61Q: 3 clusters Score -8150258 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -8150287.500000 Penalty: 5300.718750
	Iteration 62Q: 3 clusters Score -8150288 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -8150325.500000 Penalty: 5300.718750
	Iteration 63Q: 3 clusters Score -8150326 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -8150354.500000 Penalty: 5300.718750
	Iteration 64Q: 3 clusters Score -8150354 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -8150386.500000 Penalty: 5300.718750
	Iteration 65Q: 3 clusters Score -8150386 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -8150428.000000 Penalty: 5300.718750
	Iteration 66Q: 3 clusters Score -8150428 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -8150458.500000 Penalty: 5300.718750
	Iteration 67Q: 3 clusters Score -8150458 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -8150511.000000 Penalty: 5300.718750
	Iteration 68Q: 3 clusters Score -8150511 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -8150521.000000 Penalty: 5300.718750
	Iteration 69Q: 3 clusters Score -8150521 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -8150538.500000 Penalty: 5300.718750
	Iteration 70Q: 3 clusters Score -8150538 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -8150576.000000 Penalty: 5300.718750
	Iteration 71Q: 3 clusters Score -8150576 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -8150597.500000 Penalty: 5300.718750
	Iteration 72Q: 3 clusters Score -8150598 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -8150609.500000 Penalty: 5300.718750
	Iteration 73Q: 3 clusters Score -8150610 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -8150621.000000 Penalty: 5300.718750
	Iteration 74Q: 3 clusters Score -8150621 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -8150620.500000 Penalty: 5300.718750
	Iteration 75Q: 3 clusters Score -8150620 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -8150658.000000 Penalty: 5300.718750
	Iteration 76Q: 3 clusters Score -8150658 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -8150658.000000 Penalty: 5300.718750
	Iteration 77Q: 3 clusters Score -8150658 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -8150659.500000 Penalty: 5300.718750
	Iteration 78Q: 3 clusters Score -8150660 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -8150667.500000 Penalty: 5300.718750
	Iteration 79Q: 3 clusters Score -8150668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -8150694.500000 Penalty: 5300.718750
	Iteration 80F: 3 clusters Score -8150694 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -8150689.500000 Penalty: 5300.718750
	Iteration 81Q: 3 clusters Score -8150690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -8150689.500000 Penalty: 5300.718750
	Iteration 82Q: 3 clusters Score -8150690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -8150684.500000 Penalty: 5300.718750
	Iteration 83Q: 3 clusters Score -8150684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -8150701.500000 Penalty: 5300.718750
	Iteration 84Q: 3 clusters Score -8150702 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -8150709.000000 Penalty: 5300.718750
	Iteration 85Q: 3 clusters Score -8150709 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -8150717.500000 Penalty: 5300.718750
	Iteration 86Q: 3 clusters Score -8150718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -8150734.000000 Penalty: 5300.718750
	Iteration 87Q: 3 clusters Score -8150734 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -8150746.500000 Penalty: 5300.718750
	Iteration 88Q: 3 clusters Score -8150746 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8150768 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8150778 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8150782 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8150802 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8150826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8150854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8150858 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -8150856.000000 Penalty: 5300.718750
	Iteration 96Q: 3 clusters Score -8150856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8150849 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8150867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8150857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8150864 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8150854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -8150860.500000 Penalty: 5300.718750
	Iteration 102Q: 3 clusters Score -8150860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8150856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8150868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8150874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8150870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8150865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8150868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8150882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8150880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8150891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8150898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8150893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8150890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8150885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8150896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8150894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8150892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8150898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8150894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8150896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8150892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8150896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8150894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8150894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8150892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -8150889.500000 Penalty: 5300.718750
	Iteration 127Q: 3 clusters Score -8150890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8150890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -8150887.000000 Penalty: 5300.718750
	Iteration 129Q: 3 clusters Score -8150887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -8150885.000000 Penalty: 5300.718750
	Iteration 130Q: 3 clusters Score -8150885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -8150886.500000 Penalty: 5300.718750
	Iteration 131Q: 3 clusters Score -8150886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -8150890.000000 Penalty: 5300.718750
	Iteration 132Q: 3 clusters Score -8150890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -8150893.500000 Penalty: 5300.718750
	Iteration 133Q: 3 clusters Score -8150894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -8150903.000000 Penalty: 5300.718750
	Iteration 134Q: 3 clusters Score -8150903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -8150899.000000 Penalty: 5300.718750
	Iteration 135Q: 3 clusters Score -8150899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8150896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8150896 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8150898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8150890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8150892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -8150897.500000 Penalty: 5300.718750
	Iteration 141Q: 3 clusters Score -8150898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -8150909.500000 Penalty: 5300.718750
	Iteration 142Q: 3 clusters Score -8150910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -8150913.000000 Penalty: 5300.718750
	Iteration 143Q: 3 clusters Score -8150913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -8150906.000000 Penalty: 5300.718750
	Iteration 144Q: 3 clusters Score -8150906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -8150905.500000 Penalty: 5300.718750
	Iteration 145Q: 3 clusters Score -8150906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -8150911.500000 Penalty: 5300.718750
	Iteration 146Q: 3 clusters Score -8150912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8150906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -8150901.500000 Penalty: 5300.718750
	Iteration 148Q: 3 clusters Score -8150902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8150906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8150906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8150907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8150908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8150908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8150908 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8150906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8150898 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8150903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -8150911.000000 Penalty: 5300.718750
	Iteration 158Q: 3 clusters Score -8150911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8150906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8150904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8150902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8150900 nChanged 0
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Mstep: Class 1 contains 2609 members 
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Entering Unmasked Estep 
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	Iteration 163F: 3 clusters Score -8150900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -7366693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19960 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7339524 nChanged 18436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19420 members 
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	Iteration 1F: 3 clusters Score -7349741 nChanged 1644
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Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7350170 nChanged 1426
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7350476 nChanged 1320
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7350852 nChanged 1337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7351280 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7351800 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -7352604.000000 Penalty: 5258.121094
	Iteration 7Q: 3 clusters Score -7352604 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -7353931.500000 Penalty: 5258.121094
	Iteration 8F: 3 clusters Score -7353932 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -7355971.500000 Penalty: 5258.121094
	Iteration 9F: 3 clusters Score -7355972 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -7358614 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -7361319 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -7363089.000000 Penalty: 5258.121094
	Iteration 12Q: 3 clusters Score -7363089 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -7363850.500000 Penalty: 5258.121094
	Iteration 13Q: 3 clusters Score -7363850 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -7364158.500000 Penalty: 5258.121094
	Iteration 14Q: 3 clusters Score -7364158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -7364282.000000 Penalty: 5258.121094
	Iteration 15Q: 3 clusters Score -7364282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -7364347.000000 Penalty: 5258.121094
	Iteration 16Q: 3 clusters Score -7364347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -7364385.500000 Penalty: 5258.121094
	Iteration 17Q: 3 clusters Score -7364386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -7364397.000000 Penalty: 5258.121094
	Iteration 18Q: 3 clusters Score -7364397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -7364405.000000 Penalty: 5258.121094
	Iteration 19Q: 3 clusters Score -7364405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -7364403.500000 Penalty: 5258.121094
	Iteration 20F: 3 clusters Score -7364404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -7364406.500000 Penalty: 5258.121094
	Iteration 21Q: 3 clusters Score -7364406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -7364413.000000 Penalty: 5258.121094
	Iteration 22Q: 3 clusters Score -7364413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -7364413.000000 Penalty: 5258.121094
	Iteration 23F: 3 clusters Score -7364413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 39705 members 
Mstep: Class 3 contains 40842 members 
Mstep: Class 4 contains 46956 members 
Mstep: Class 5 contains 49553 members 
Mstep: Class 6 contains 48817 members 
Mstep: Class 7 contains 46210 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46667 members 
Mstep: Class 11 contains 42362 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40875 members 
Mstep: Class 15 contains 41006 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 17 contains 45491 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37447 members 
Mstep: Class 21 contains 28815 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43780 members 
Mstep: Class 24 contains 40177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945160.000000 Penalty: 80096.007812
Iteration 399Q: 25 clusters Score -1.269452e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 39750 members 
Mstep: Class 3 contains 40795 members 
Mstep: Class 4 contains 46971 members 
Mstep: Class 5 contains 49530 members 
Mstep: Class 6 contains 48837 members 
Mstep: Class 7 contains 46218 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46666 members 
Mstep: Class 11 contains 42359 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40885 members 
Mstep: Class 15 contains 40984 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 45511 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37449 members 
Mstep: Class 21 contains 28812 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43769 members 
Mstep: Class 24 contains 40183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126944976.000000 Penalty: 80096.007812
Iteration 400F: 25 clusters Score -1.26945e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 39800 members 
Mstep: Class 3 contains 40747 members 
Mstep: Class 4 contains 46965 members 
Mstep: Class 5 contains 49502 members 
Mstep: Class 6 contains 48858 members 
Mstep: Class 7 contains 46231 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46680 members 
Mstep: Class 11 contains 42364 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40888 members 
Mstep: Class 15 contains 40973 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45514 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37447 members 
Mstep: Class 21 contains 28813 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43797 members 
Mstep: Class 24 contains 40183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945048.000000 Penalty: 80096.007812
Iteration 401Q: 25 clusters Score -1.26945e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 39843 members 
Mstep: Class 3 contains 40699 members 
Mstep: Class 4 contains 46965 members 
Mstep: Class 5 contains 49469 members 
Mstep: Class 6 contains 48889 members 
Mstep: Class 7 contains 46244 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46684 members 
Mstep: Class 11 contains 42361 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40892 members 
Mstep: Class 15 contains 40964 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 45523 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37435 members 
Mstep: Class 21 contains 28815 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43835 members 
Mstep: Class 24 contains 40178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945192.000000 Penalty: 80096.007812
Iteration 402Q: 25 clusters Score -1.269452e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 39880 members 
Mstep: Class 3 contains 40677 members 
Mstep: Class 4 contains 46960 members 
Mstep: Class 5 contains 49440 members 
Mstep: Class 6 contains 48938 members 
Mstep: Class 7 contains 46267 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46681 members 
Mstep: Class 11 contains 42347 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40897 members 
Mstep: Class 15 contains 40943 members 
Mstep: Class 16 contains 3476 members 
Mstep: Class 17 contains 45514 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37426 members 
Mstep: Class 21 contains 28818 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43870 members 
Mstep: Class 24 contains 40163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945096.000000 Penalty: 80096.007812
Iteration 403Q: 25 clusters Score -1.269451e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 39921 members 
Mstep: Class 3 contains 40649 members 
Mstep: Class 4 contains 46968 members 
Mstep: Class 5 contains 49421 members 
Mstep: Class 6 contains 48977 members 
Mstep: Class 7 contains 46272 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46691 members 
Mstep: Class 11 contains 42340 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40906 members 
Mstep: Class 15 contains 40914 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 45509 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37422 members 
Mstep: Class 21 contains 28821 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43871 members 
Mstep: Class 24 contains 40159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945152.000000 Penalty: 80096.007812
Iteration 404Q: 25 clusters Score -1.269452e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 39972 members 
Mstep: Class 3 contains 40623 members 
Mstep: Class 4 contains 46968 members 
Mstep: Class 5 contains 49406 members 
Mstep: Class 6 contains 49010 members 
Mstep: Class 7 contains 46276 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46687 members 
Mstep: Class 11 contains 42336 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40920 members 
Mstep: Class 15 contains 40903 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 45507 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37416 members 
Mstep: Class 21 contains 28822 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43894 members 
Mstep: Class 24 contains 40158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945216.000000 Penalty: 80096.007812
Iteration 405Q: 25 clusters Score -1.269452e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 40009 members 
Mstep: Class 3 contains 40604 members 
Mstep: Class 4 contains 46963 members 
Mstep: Class 5 contains 49423 members 
Mstep: Class 6 contains 49033 members 
Mstep: Class 7 contains 46277 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46680 members 
Mstep: Class 11 contains 42338 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40926 members 
Mstep: Class 15 contains 40897 members 
Mstep: Class 16 contains 3482 members 
Mstep: Class 17 contains 45484 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37412 members 
Mstep: Class 21 contains 28822 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43906 members 
Mstep: Class 24 contains 40152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945176.000000 Penalty: 80096.007812
Iteration 406Q: 25 clusters Score -1.269452e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 40042 members 
Mstep: Class 3 contains 40577 members 
Mstep: Class 4 contains 46968 members 
Mstep: Class 5 contains 49434 members 
Mstep: Class 6 contains 49071 members 
Mstep: Class 7 contains 46300 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46673 members 
Mstep: Class 11 contains 42336 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40936 members 
Mstep: Class 15 contains 40882 members 
Mstep: Class 16 contains 3484 members 
Mstep: Class 17 contains 45467 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37408 members 
Mstep: Class 21 contains 28823 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43891 members 
Mstep: Class 24 contains 40143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945296.000000 Penalty: 80096.007812
Iteration 407Q: 25 clusters Score -1.269453e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 40072 members 
Mstep: Class 3 contains 40551 members 
Mstep: Class 4 contains 46971 members 
Mstep: Class 5 contains 49432 members 
Mstep: Class 6 contains 49098 members 
Mstep: Class 7 contains 46324 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46673 members 
Mstep: Class 11 contains 42327 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40943 members 
Mstep: Class 15 contains 40890 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 45439 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37406 members 
Mstep: Class 21 contains 28820 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43882 members 
Mstep: Class 24 contains 40135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945296.000000 Penalty: 80096.007812
Iteration 408Q: 25 clusters Score -1.269453e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 40091 members 
Mstep: Class 3 contains 40525 members 
Mstep: Class 4 contains 46976 members 
Mstep: Class 5 contains 49433 members 
Mstep: Class 6 contains 49112 members 
Mstep: Class 7 contains 46337 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46687 members 
Mstep: Class 11 contains 42319 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40947 members 
Mstep: Class 15 contains 40889 members 
Mstep: Class 16 contains 3488 members 
Mstep: Class 17 contains 45451 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37409 members 
Mstep: Class 21 contains 28818 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43875 members 
Mstep: Class 24 contains 40128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945448.000000 Penalty: 80096.007812
Iteration 409Q: 25 clusters Score -1.269454e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 40123 members 
Mstep: Class 3 contains 40489 members 
Mstep: Class 4 contains 46971 members 
Mstep: Class 5 contains 49454 members 
Mstep: Class 6 contains 49123 members 
Mstep: Class 7 contains 46358 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46702 members 
Mstep: Class 11 contains 42297 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40955 members 
Mstep: Class 15 contains 40867 members 
Mstep: Class 16 contains 3492 members 
Mstep: Class 17 contains 45454 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37410 members 
Mstep: Class 21 contains 28818 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43881 members 
Mstep: Class 24 contains 40123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945384.000000 Penalty: 80096.007812
Iteration 410Q: 25 clusters Score -1.269454e+08 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 40148 members 
Mstep: Class 3 contains 40469 members 
Mstep: Class 4 contains 46983 members 
Mstep: Class 5 contains 49446 members 
Mstep: Class 6 contains 49147 members 
Mstep: Class 7 contains 46361 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46700 members 
Mstep: Class 11 contains 42287 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40959 members 
Mstep: Class 15 contains 40869 members 
Mstep: Class 16 contains 3492 members 
Mstep: Class 17 contains 45449 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37407 members 
Mstep: Class 21 contains 28819 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43890 members 
Mstep: Class 24 contains 40124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945568.000000 Penalty: 80096.007812
Iteration 411Q: 25 clusters Score -1.269456e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 40181 members 
Mstep: Class 3 contains 40448 members 
Mstep: Class 4 contains 46980 members 
Mstep: Class 5 contains 49456 members 
Mstep: Class 6 contains 49161 members 
Mstep: Class 7 contains 46353 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46692 members 
Mstep: Class 11 contains 42290 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40964 members 
Mstep: Class 15 contains 40884 members 
Mstep: Class 16 contains 3495 members 
Mstep: Class 17 contains 45428 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37414 members 
Mstep: Class 21 contains 28822 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43872 members 
Mstep: Class 24 contains 40123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945816.000000 Penalty: 80096.007812
Iteration 412Q: 25 clusters Score -1.269458e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 40217 members 
Mstep: Class 3 contains 40431 members 
Mstep: Class 4 contains 46992 members 
Mstep: Class 5 contains 49451 members 
Mstep: Class 6 contains 49163 members 
Mstep: Class 7 contains 46364 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46686 members 
Mstep: Class 11 contains 42287 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40971 members 
Mstep: Class 15 contains 40887 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 45413 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37413 members 
Mstep: Class 21 contains 28824 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43860 members 
Mstep: Class 24 contains 40134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945656.000000 Penalty: 80096.007812
Iteration 413Q: 25 clusters Score -1.269457e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 40253 members 
Mstep: Class 3 contains 40421 members 
Mstep: Class 4 contains 46998 members 
Mstep: Class 5 contains 49442 members 
Mstep: Class 6 contains 49170 members 
Mstep: Class 7 contains 46362 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46680 members 
Mstep: Class 11 contains 42298 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40974 members 
Mstep: Class 15 contains 40876 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 45395 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37420 members 
Mstep: Class 21 contains 28829 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43856 members 
Mstep: Class 24 contains 40134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945584.000000 Penalty: 80096.007812
Iteration 414Q: 25 clusters Score -1.269456e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 40293 members 
Mstep: Class 3 contains 40402 members 
Mstep: Class 4 contains 46999 members 
Mstep: Class 5 contains 49435 members 
Mstep: Class 6 contains 49177 members 
Mstep: Class 7 contains 46344 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46671 members 
Mstep: Class 11 contains 42304 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40982 members 
Mstep: Class 15 contains 40864 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 45407 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37424 members 
Mstep: Class 21 contains 28832 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43853 members 
Mstep: Class 24 contains 40147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945512.000000 Penalty: 80096.007812
Iteration 415Q: 25 clusters Score -1.269455e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 40344 members 
Mstep: Class 3 contains 40384 members 
Mstep: Class 4 contains 46999 members 
Mstep: Class 5 contains 49431 members 
Mstep: Class 6 contains 49157 members 
Mstep: Class 7 contains 46342 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46669 members 
Mstep: Class 11 contains 42304 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 40990 members 
Mstep: Class 15 contains 40880 members 
Mstep: Class 16 contains 3490 members 
Mstep: Class 17 contains 45377 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37433 members 
Mstep: Class 21 contains 28831 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43854 members 
Mstep: Class 24 contains 40146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945704.000000 Penalty: 80096.007812
Iteration 416Q: 25 clusters Score -1.269457e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 40390 members 
Mstep: Class 3 contains 40383 members 
Mstep: Class 4 contains 46997 members 
Mstep: Class 5 contains 49410 members 
Mstep: Class 6 contains 49153 members 
Mstep: Class 7 contains 46348 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46659 members 
Mstep: Class 11 contains 42305 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41007 members 
Mstep: Class 15 contains 40872 members 
Mstep: Class 16 contains 3487 members 
Mstep: Class 17 contains 45355 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37439 members 
Mstep: Class 21 contains 28830 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43853 members 
Mstep: Class 24 contains 40146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945704.000000 Penalty: 80096.007812
Iteration 417Q: 25 clusters Score -1.269457e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 40433 members 
Mstep: Class 3 contains 40369 members 
Mstep: Class 4 contains 46996 members 
Mstep: Class 5 contains 49390 members 
Mstep: Class 6 contains 49155 members 
Mstep: Class 7 contains 46345 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46641 members 
Mstep: Class 11 contains 42322 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41013 members 
Mstep: Class 15 contains 40888 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 45338 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37425 members 
Mstep: Class 21 contains 28828 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43860 members 
Mstep: Class 24 contains 40148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945808.000000 Penalty: 80096.007812
Iteration 418Q: 25 clusters Score -1.269458e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 40463 members 
Mstep: Class 3 contains 40330 members 
Mstep: Class 4 contains 46985 members 
Mstep: Class 5 contains 49387 members 
Mstep: Class 6 contains 49170 members 
Mstep: Class 7 contains 46351 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46624 members 
Mstep: Class 11 contains 42337 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41015 members 
Mstep: Class 15 contains 40880 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 17 contains 45354 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37413 members 
Mstep: Class 21 contains 28832 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43845 members 
Mstep: Class 24 contains 40148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945712.000000 Penalty: 80096.007812
Iteration 419Q: 25 clusters Score -1.269457e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 40485 members 
Mstep: Class 3 contains 40309 members 
Mstep: Class 4 contains 46975 members 
Mstep: Class 5 contains 49373 members 
Mstep: Class 6 contains 49183 members 
Mstep: Class 7 contains 46347 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46623 members 
Mstep: Class 11 contains 42362 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41028 members 
Mstep: Class 15 contains 40862 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 17 contains 45368 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37406 members 
Mstep: Class 21 contains 28834 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43847 members 
Mstep: Class 24 contains 40161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945856.000000 Penalty: 80096.007812
Iteration 420F: 25 clusters Score -1.269459e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 40513 members 
Mstep: Class 3 contains 40288 members 
Mstep: Class 4 contains 46968 members 
Mstep: Class 5 contains 49375 members 
Mstep: Class 6 contains 49196 members 
Mstep: Class 7 contains 46357 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46601 members 
Mstep: Class 11 contains 42375 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41045 members 
Mstep: Class 15 contains 40832 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 45376 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37392 members 
Mstep: Class 21 contains 28844 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43859 members 
Mstep: Class 24 contains 40178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945888.000000 Penalty: 80096.007812
Iteration 421Q: 25 clusters Score -1.269459e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 40529 members 
Mstep: Class 3 contains 40265 members 
Mstep: Class 4 contains 46950 members 
Mstep: Class 5 contains 49386 members 
Mstep: Class 6 contains 49199 members 
Mstep: Class 7 contains 46376 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46602 members 
Mstep: Class 11 contains 42383 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41050 members 
Mstep: Class 15 contains 40806 members 
Mstep: Class 16 contains 3485 members 
Mstep: Class 17 contains 45376 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37388 members 
Mstep: Class 21 contains 28849 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43852 members 
Mstep: Class 24 contains 40195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945960.000000 Penalty: 80096.007812
Iteration 422Q: 25 clusters Score -1.26946e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 40533 members 
Mstep: Class 3 contains 40252 members 
Mstep: Class 4 contains 46949 members 
Mstep: Class 5 contains 49392 members 
Mstep: Class 6 contains 49210 members 
Mstep: Class 7 contains 46388 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46591 members 
Mstep: Class 11 contains 42391 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41060 members 
Mstep: Class 15 contains 40782 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 45384 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37371 members 
Mstep: Class 21 contains 28856 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43853 members 
Mstep: Class 24 contains 40207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945992.000000 Penalty: 80096.007812
Iteration 423Q: 25 clusters Score -1.26946e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 40530 members 
Mstep: Class 3 contains 40234 members 
Mstep: Class 4 contains 46950 members 
Mstep: Class 5 contains 49396 members 
Mstep: Class 6 contains 49215 members 
Mstep: Class 7 contains 46397 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46589 members 
Mstep: Class 11 contains 42402 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41070 members 
Mstep: Class 15 contains 40758 members 
Mstep: Class 16 contains 3481 members 
Mstep: Class 17 contains 45385 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37362 members 
Mstep: Class 21 contains 28859 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43856 members 
Mstep: Class 24 contains 40210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126946064.000000 Penalty: 80096.007812
Iteration 424Q: 25 clusters Score -1.269461e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 40534 members 
Mstep: Class 3 contains 40221 members 
Mstep: Class 4 contains 46961 members 
Mstep: Class 5 contains 49409 members 
Mstep: Class 6 contains 49204 members 
Mstep: Class 7 contains 46407 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46584 members 
Mstep: Class 11 contains 42403 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41073 members 
Mstep: Class 15 contains 40736 members 
Mstep: Class 16 contains 3486 members 
Mstep: Class 17 contains 45384 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37360 members 
Mstep: Class 21 contains 28858 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43842 members 
Mstep: Class 24 contains 40203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126946056.000000 Penalty: 80096.007812
Iteration 425Q: 25 clusters Score -1.269461e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 40545 members 
Mstep: Class 3 contains 40203 members 
Mstep: Class 4 contains 46963 members 
Mstep: Class 5 contains 49400 members 
Mstep: Class 6 contains 49211 members 
Mstep: Class 7 contains 46406 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46579 members 
Mstep: Class 11 contains 42394 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41081 members 
Mstep: Class 15 contains 40714 members 
Mstep: Class 16 contains 3481 members 
Mstep: Class 17 contains 45409 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37344 members 
Mstep: Class 21 contains 28860 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43838 members 
Mstep: Class 24 contains 40205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126946000.000000 Penalty: 80096.007812
Iteration 426Q: 25 clusters Score -1.26946e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 40554 members 
Mstep: Class 3 contains 40182 members 
Mstep: Class 4 contains 46959 members 
Mstep: Class 5 contains 49399 members 
Mstep: Class 6 contains 49228 members 
Mstep: Class 7 contains 46407 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46555 members 
Mstep: Class 11 contains 42392 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41094 members 
Mstep: Class 15 contains 40714 members 
Mstep: Class 16 contains 3481 members 
Mstep: Class 17 contains 45434 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37325 members 
Mstep: Class 21 contains 28861 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43829 members 
Mstep: Class 24 contains 40208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126946152.000000 Penalty: 80096.007812
Iteration 427Q: 25 clusters Score -1.269462e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 40566 members 
Mstep: Class 3 contains 40161 members 
Mstep: Class 4 contains 46957 members 
Mstep: Class 5 contains 49406 members 
Mstep: Class 6 contains 49242 members 
Mstep: Class 7 contains 46421 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46537 members 
Mstep: Class 11 contains 42384 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41097 members 
Mstep: Class 15 contains 40702 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 45457 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37306 members 
Mstep: Class 21 contains 28860 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43811 members 
Mstep: Class 24 contains 40219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126946168.000000 Penalty: 80096.007812
Iteration 428Q: 25 clusters Score -1.269462e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 40578 members 
Mstep: Class 3 contains 40146 members 
Mstep: Class 4 contains 46953 members 
Mstep: Class 5 contains 49401 members 
Mstep: Class 6 contains 49235 members 
Mstep: Class 7 contains 46424 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46561 members 
Mstep: Class 11 contains 42376 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41105 members 
Mstep: Class 15 contains 40695 members 
Mstep: Class 16 contains 3481 members 
Mstep: Class 17 contains 45491 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37289 members 
Mstep: Class 21 contains 28856 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43804 members 
Mstep: Class 24 contains 40218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126946160.000000 Penalty: 80096.007812
Iteration 429Q: 25 clusters Score -1.269462e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 40588 members 
Mstep: Class 3 contains 40115 members 
Mstep: Class 4 contains 46943 members 
Mstep: Class 5 contains 49420 members 
Mstep: Class 6 contains 49239 members 
Mstep: Class 7 contains 46428 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46559 members 
Mstep: Class 11 contains 42369 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41110 members 
Mstep: Class 15 contains 40674 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 45517 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37275 members 
Mstep: Class 21 contains 28860 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43805 members 
Mstep: Class 24 contains 40220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126946048.000000 Penalty: 80096.007812
Iteration 430Q: 25 clusters Score -1.26946e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 40596 members 
Mstep: Class 3 contains 40087 members 
Mstep: Class 4 contains 46946 members 
Mstep: Class 5 contains 49449 members 
Mstep: Class 6 contains 49245 members 
Mstep: Class 7 contains 46421 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46558 members 
Mstep: Class 11 contains 42364 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41120 members 
Mstep: Class 15 contains 40663 members 
Mstep: Class 16 contains 3481 members 
Mstep: Class 17 contains 45542 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37270 members 
Mstep: Class 21 contains 28862 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43793 members 
Mstep: Class 24 contains 40211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126946104.000000 Penalty: 80096.007812
Iteration 431Q: 25 clusters Score -1.269461e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 40609 members 
Mstep: Class 3 contains 40050 members 
Mstep: Class 4 contains 46943 members 
Mstep: Class 5 contains 49439 members 
Mstep: Class 6 contains 49252 members 
Mstep: Class 7 contains 46420 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46562 members 
Mstep: Class 11 contains 42369 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41126 members 
Mstep: Class 15 contains 40652 members 
Mstep: Class 16 contains 3482 members 
Mstep: Class 17 contains 45559 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37269 members 
Mstep: Class 21 contains 28865 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43786 members 
Mstep: Class 24 contains 40212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945896.000000 Penalty: 80096.007812
Iteration 432Q: 25 clusters Score -1.269459e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 40621 members 
Mstep: Class 3 contains 40028 members 
Mstep: Class 4 contains 46946 members 
Mstep: Class 5 contains 49412 members 
Mstep: Class 6 contains 49250 members 
Mstep: Class 7 contains 46417 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46579 members 
Mstep: Class 11 contains 42367 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41126 members 
Mstep: Class 15 contains 40651 members 
Mstep: Class 16 contains 3481 members 
Mstep: Class 17 contains 45564 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37260 members 
Mstep: Class 21 contains 28872 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43793 members 
Mstep: Class 24 contains 40218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945840.000000 Penalty: 80096.007812
Iteration 433Q: 25 clusters Score -1.269458e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 40625 members 
Mstep: Class 3 contains 40007 members 
Mstep: Class 4 contains 46953 members 
Mstep: Class 5 contains 49391 members 
Mstep: Class 6 contains 49256 members 
Mstep: Class 7 contains 46424 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46580 members 
Mstep: Class 11 contains 42362 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41123 members 
Mstep: Class 15 contains 40648 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 45574 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37248 members 
Mstep: Class 21 contains 28881 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43798 members 
Mstep: Class 24 contains 40215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945904.000000 Penalty: 80096.007812
Iteration 434Q: 25 clusters Score -1.269459e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 40630 members 
Mstep: Class 3 contains 39983 members 
Mstep: Class 4 contains 46954 members 
Mstep: Class 5 contains 49380 members 
Mstep: Class 6 contains 49259 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46589 members 
Mstep: Class 11 contains 42362 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41120 members 
Mstep: Class 15 contains 40642 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 45577 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37234 members 
Mstep: Class 21 contains 28883 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43819 members 
Mstep: Class 24 contains 40211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945984.000000 Penalty: 80096.007812
Iteration 435Q: 25 clusters Score -1.26946e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49369 members 
Mstep: Class 2 contains 40635 members 
Mstep: Class 3 contains 39968 members 
Mstep: Class 4 contains 46946 members 
Mstep: Class 5 contains 49384 members 
Mstep: Class 6 contains 49259 members 
Mstep: Class 7 contains 46444 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46593 members 
Mstep: Class 11 contains 42367 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41120 members 
Mstep: Class 15 contains 40638 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 45597 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37221 members 
Mstep: Class 21 contains 28892 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43812 members 
Mstep: Class 24 contains 40202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945768.000000 Penalty: 80096.007812
Iteration 436Q: 25 clusters Score -1.269458e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 40637 members 
Mstep: Class 3 contains 39951 members 
Mstep: Class 4 contains 46942 members 
Mstep: Class 5 contains 49384 members 
Mstep: Class 6 contains 49274 members 
Mstep: Class 7 contains 46443 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46581 members 
Mstep: Class 11 contains 42367 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41130 members 
Mstep: Class 15 contains 40618 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 45618 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37222 members 
Mstep: Class 21 contains 28898 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43811 members 
Mstep: Class 24 contains 40203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945784.000000 Penalty: 80096.007812
Iteration 437Q: 25 clusters Score -1.269458e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 40628 members 
Mstep: Class 3 contains 39932 members 
Mstep: Class 4 contains 46947 members 
Mstep: Class 5 contains 49356 members 
Mstep: Class 6 contains 49268 members 
Mstep: Class 7 contains 46447 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46580 members 
Mstep: Class 11 contains 42378 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41135 members 
Mstep: Class 15 contains 40607 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 45639 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37211 members 
Mstep: Class 21 contains 28906 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43831 members 
Mstep: Class 24 contains 40197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945848.000000 Penalty: 80096.007812
Iteration 438Q: 25 clusters Score -1.269458e+08 nChanged 540
Entering ConstructFrom: 
Score: -126945848.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (49392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Entering Unmasked Estep 
Score: -9231531.000000 Penalty: 2680.270752
	Iteration 0F: 2 clusters Score -9231531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -9202003.000000 Penalty: 5360.541504
	Iteration 0F: 3 clusters Score -9202003 nChanged 22894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -9214757.000000 Penalty: 5360.541504
	Iteration 1F: 3 clusters Score -9214757 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -9215380.000000 Penalty: 5360.541504
	Iteration 2Q: 3 clusters Score -9215380 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -9215907.000000 Penalty: 5360.541504
	Iteration 3Q: 3 clusters Score -9215907 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -9216514.000000 Penalty: 5360.541504
	Iteration 4Q: 3 clusters Score -9216514 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -9217163.000000 Penalty: 5360.541504
	Iteration 5Q: 3 clusters Score -9217163 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -9218050.000000 Penalty: 5360.541504
	Iteration 6Q: 3 clusters Score -9218050 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -9219449.000000 Penalty: 5360.541504
	Iteration 7Q: 3 clusters Score -9219449 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -9221415.000000 Penalty: 5360.541504
	Iteration 8F: 3 clusters Score -9221415 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -9223937.000000 Penalty: 5360.541504
	Iteration 9F: 3 clusters Score -9223937 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -9226062.000000 Penalty: 5360.541504
	Iteration 10F: 3 clusters Score -9226062 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -9227344.000000 Penalty: 5360.541504
	Iteration 11Q: 3 clusters Score -9227344 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -9227884.000000 Penalty: 5360.541504
	Iteration 12Q: 3 clusters Score -9227884 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -9228196.000000 Penalty: 5360.541504
	Iteration 13Q: 3 clusters Score -9228196 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -9228454.000000 Penalty: 5360.541504
	Iteration 14Q: 3 clusters Score -9228454 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -9228678.000000 Penalty: 5360.541504
	Iteration 15Q: 3 clusters Score -9228678 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -9228946.000000 Penalty: 5360.541504
	Iteration 16Q: 3 clusters Score -9228946 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -9229122.000000 Penalty: 5360.541504
	Iteration 17Q: 3 clusters Score -9229122 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -9229301.000000 Penalty: 5360.541504
	Iteration 18Q: 3 clusters Score -9229301 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -9229361.000000 Penalty: 5360.541504
	Iteration 19Q: 3 clusters Score -9229361 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -9229543.000000 Penalty: 5360.541504
	Iteration 20F: 3 clusters Score -9229543 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -9229666.000000 Penalty: 5360.541504
	Iteration 21Q: 3 clusters Score -9229666 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -9229803.000000 Penalty: 5360.541504
	Iteration 22Q: 3 clusters Score -9229803 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -9229881.000000 Penalty: 5360.541504
	Iteration 23Q: 3 clusters Score -9229881 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -9229973.000000 Penalty: 5360.541504
	Iteration 24Q: 3 clusters Score -9229973 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -9230078.000000 Penalty: 5360.541504
	Iteration 25Q: 3 clusters Score -9230078 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -9230145.000000 Penalty: 5360.541504
	Iteration 26Q: 3 clusters Score -9230145 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -9230209.000000 Penalty: 5360.541504
	Iteration 27Q: 3 clusters Score -9230209 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -9230307.000000 Penalty: 5360.541504
	Iteration 28Q: 3 clusters Score -9230307 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -9230361.000000 Penalty: 5360.541504
	Iteration 29Q: 3 clusters Score -9230361 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -9230430.000000 Penalty: 5360.541504
	Iteration 30Q: 3 clusters Score -9230430 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -9230458.000000 Penalty: 5360.541504
	Iteration 31Q: 3 clusters Score -9230458 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -9230473.000000 Penalty: 5360.541504
	Iteration 32Q: 3 clusters Score -9230473 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -9230505.000000 Penalty: 5360.541504
	Iteration 33Q: 3 clusters Score -9230505 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -9230546.000000 Penalty: 5360.541504
	Iteration 34Q: 3 clusters Score -9230546 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -9230608.000000 Penalty: 5360.541504
	Iteration 35Q: 3 clusters Score -9230608 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -9230601.000000 Penalty: 5360.541504
	Iteration 36Q: 3 clusters Score -9230601 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -9230607.000000 Penalty: 5360.541504
	Iteration 37Q: 3 clusters Score -9230607 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -9230608.000000 Penalty: 5360.541504
	Iteration 38Q: 3 clusters Score -9230608 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -9230622.000000 Penalty: 5360.541504
	Iteration 39Q: 3 clusters Score -9230622 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -9230628.000000 Penalty: 5360.541504
	Iteration 40F: 3 clusters Score -9230628 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -9230649.000000 Penalty: 5360.541504
	Iteration 41Q: 3 clusters Score -9230649 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -9230639.000000 Penalty: 5360.541504
	Iteration 42Q: 3 clusters Score -9230639 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -9230643.000000 Penalty: 5360.541504
	Iteration 43Q: 3 clusters Score -9230643 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -9230658.000000 Penalty: 5360.541504
	Iteration 44Q: 3 clusters Score -9230658 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -9230673.000000 Penalty: 5360.541504
	Iteration 45Q: 3 clusters Score -9230673 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -9230678.000000 Penalty: 5360.541504
	Iteration 46Q: 3 clusters Score -9230678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -9230664.000000 Penalty: 5360.541504
	Iteration 47Q: 3 clusters Score -9230664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -9230649.000000 Penalty: 5360.541504
	Iteration 48Q: 3 clusters Score -9230649 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -9230659.000000 Penalty: 5360.541504
	Iteration 49Q: 3 clusters Score -9230659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -9230666.000000 Penalty: 5360.541504
	Iteration 50Q: 3 clusters Score -9230666 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -9230663.000000 Penalty: 5360.541504
	Iteration 51Q: 3 clusters Score -9230663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -9230668.000000 Penalty: 5360.541504
	Iteration 52Q: 3 clusters Score -9230668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -9230683.000000 Penalty: 5360.541504
	Iteration 53Q: 3 clusters Score -9230683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -9230687.000000 Penalty: 5360.541504
	Iteration 54Q: 3 clusters Score -9230687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -9230697.000000 Penalty: 5360.541504
	Iteration 55Q: 3 clusters Score -9230697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -9230696.000000 Penalty: 5360.541504
	Iteration 56Q: 3 clusters Score -9230696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -9230691.000000 Penalty: 5360.541504
	Iteration 57Q: 3 clusters Score -9230691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -9230703.000000 Penalty: 5360.541504
	Iteration 58Q: 3 clusters Score -9230703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -9230698.000000 Penalty: 5360.541504
	Iteration 59Q: 3 clusters Score -9230698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -9230698.000000 Penalty: 5360.541504
	Iteration 60F: 3 clusters Score -9230698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -9230694.000000 Penalty: 5360.541504
	Iteration 61Q: 3 clusters Score -9230694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -9230699.000000 Penalty: 5360.541504
	Iteration 62Q: 3 clusters Score -9230699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -9230689.000000 Penalty: 5360.541504
	Iteration 63Q: 3 clusters Score -9230689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -9230695.000000 Penalty: 5360.541504
	Iteration 64Q: 3 clusters Score -9230695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -9230694.000000 Penalty: 5360.541504
	Iteration 65Q: 3 clusters Score -9230694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -9230716.000000 Penalty: 5360.541504
	Iteration 66Q: 3 clusters Score -9230716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -9230713.000000 Penalty: 5360.541504
	Iteration 67Q: 3 clusters Score -9230713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -9230714.000000 Penalty: 5360.541504
	Iteration 68Q: 3 clusters Score -9230714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -9230709.000000 Penalty: 5360.541504
	Iteration 69Q: 3 clusters Score -9230709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -9230712.000000 Penalty: 5360.541504
	Iteration 70Q: 3 clusters Score -9230712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -9230711.000000 Penalty: 5360.541504
	Iteration 71Q: 3 clusters Score -9230711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -9230705.000000 Penalty: 5360.541504
	Iteration 72Q: 3 clusters Score -9230705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -9230708.000000 Penalty: 5360.541504
	Iteration 73Q: 3 clusters Score -9230708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -9230709.000000 Penalty: 5360.541504
	Iteration 74Q: 3 clusters Score -9230709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -9230709.000000 Penalty: 5360.541504
	Iteration 75F: 3 clusters Score -9230709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Entering Unmasked Estep 
Score: -7458467.500000 Penalty: 2631.810303
	Iteration 0F: 2 clusters Score -7458468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -7430966.500000 Penalty: 5263.620605
	Iteration 0F: 3 clusters Score -7430966 nChanged 18622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -7441206.500000 Penalty: 5263.620605
	Iteration 1F: 3 clusters Score -7441206 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -7441827.000000 Penalty: 5263.620605
	Iteration 2Q: 3 clusters Score -7441827 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -7442526.000000 Penalty: 5263.620605
	Iteration 3Q: 3 clusters Score -7442526 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -7443495.500000 Penalty: 5263.620605
	Iteration 4F: 3 clusters Score -7443496 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -7445236.000000 Penalty: 5263.620605
	Iteration 5F: 3 clusters Score -7445236 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 31894 members 
Entering Unmasked Estep 
Score: -7447753.000000 Penalty: 5263.620605
	Iteration 6F: 3 clusters Score -7447753 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -7450722.000000 Penalty: 5263.620605
	Iteration 7F: 3 clusters Score -7450722 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -7453470.000000 Penalty: 5263.620605
	Iteration 8F: 3 clusters Score -7453470 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -7455039.500000 Penalty: 5263.620605
	Iteration 9Q: 3 clusters Score -7455040 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -7455690.000000 Penalty: 5263.620605
	Iteration 10Q: 3 clusters Score -7455690 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -7455904.500000 Penalty: 5263.620605
	Iteration 11Q: 3 clusters Score -7455904 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -7456030.000000 Penalty: 5263.620605
	Iteration 12Q: 3 clusters Score -7456030 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -7456079.000000 Penalty: 5263.620605
	Iteration 13Q: 3 clusters Score -7456079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -7456103.000000 Penalty: 5263.620605
	Iteration 14Q: 3 clusters Score -7456103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -7456121.000000 Penalty: 5263.620605
	Iteration 15Q: 3 clusters Score -7456121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -7456135.500000 Penalty: 5263.620605
	Iteration 16Q: 3 clusters Score -7456136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -7456145.500000 Penalty: 5263.620605
	Iteration 17Q: 3 clusters Score -7456146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -7456152.000000 Penalty: 5263.620605
	Iteration 18Q: 3 clusters Score -7456152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -7456158.500000 Penalty: 5263.620605
	Iteration 19Q: 3 clusters Score -7456158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -7456158.500000 Penalty: 5263.620605
	Iteration 20F: 3 clusters Score -7456158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Entering Unmasked Estep 
Score: -7351412.500000 Penalty: 2627.518555
	Iteration 0F: 2 clusters Score -7351412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -7324700.000000 Penalty: 5255.037109
	Iteration 0F: 3 clusters Score -7324700 nChanged 18158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -7334611.500000 Penalty: 5255.037109
	Iteration 1F: 3 clusters Score -7334612 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -7335413.000000 Penalty: 5255.037109
	Iteration 2Q: 3 clusters Score -7335413 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -7336466.000000 Penalty: 5255.037109
	Iteration 3F: 3 clusters Score -7336466 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -7337712.500000 Penalty: 5255.037109
	Iteration 4F: 3 clusters Score -7337712 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -7339451.500000 Penalty: 5255.037109
	Iteration 5F: 3 clusters Score -7339452 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -7341854.500000 Penalty: 5255.037109
	Iteration 6F: 3 clusters Score -7341854 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -7344562.000000 Penalty: 5255.037109
	Iteration 7F: 3 clusters Score -7344562 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -7347223.000000 Penalty: 5255.037109
	Iteration 8F: 3 clusters Score -7347223 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -7348777.000000 Penalty: 5255.037109
	Iteration 9Q: 3 clusters Score -7348777 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -7349229.000000 Penalty: 5255.037109
	Iteration 10Q: 3 clusters Score -7349229 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -7349433.500000 Penalty: 5255.037109
	Iteration 11Q: 3 clusters Score -7349434 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -7349527.500000 Penalty: 5255.037109
	Iteration 12Q: 3 clusters Score -7349528 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 33942 members 
Entering Unmasked Estep 
Score: -7349584.000000 Penalty: 5255.037109
	Iteration 13Q: 3 clusters Score -7349584 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -7349706.000000 Penalty: 5255.037109
	Iteration 14Q: 3 clusters Score -7349706 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -7349745.000000 Penalty: 5255.037109
	Iteration 15Q: 3 clusters Score -7349745 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -7349794.000000 Penalty: 5255.037109
	Iteration 16Q: 3 clusters Score -7349794 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -7349821.000000 Penalty: 5255.037109
	Iteration 17Q: 3 clusters Score -7349821 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -7349865.500000 Penalty: 5255.037109
	Iteration 18Q: 3 clusters Score -7349866 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -7349873.000000 Penalty: 5255.037109
	Iteration 19Q: 3 clusters Score -7349873 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -7349893.500000 Penalty: 5255.037109
	Iteration 20F: 3 clusters Score -7349894 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -7349934.500000 Penalty: 5255.037109
	Iteration 21Q: 3 clusters Score -7349934 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -7349947.000000 Penalty: 5255.037109
	Iteration 22Q: 3 clusters Score -7349947 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -7349991.000000 Penalty: 5255.037109
	Iteration 23Q: 3 clusters Score -7349991 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -7350016.500000 Penalty: 5255.037109
	Iteration 24Q: 3 clusters Score -7350016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -7350038.000000 Penalty: 5255.037109
	Iteration 25Q: 3 clusters Score -7350038 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -7350055.500000 Penalty: 5255.037109
	Iteration 26Q: 3 clusters Score -7350056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -7350075.500000 Penalty: 5255.037109
	Iteration 27Q: 3 clusters Score -7350076 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -7350124.500000 Penalty: 5255.037109
	Iteration 28Q: 3 clusters Score -7350124 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -7350141.000000 Penalty: 5255.037109
	Iteration 29Q: 3 clusters Score -7350141 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -7350165.500000 Penalty: 5255.037109
	Iteration 30Q: 3 clusters Score -7350166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -7350166.500000 Penalty: 5255.037109
	Iteration 31Q: 3 clusters Score -7350166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -7350168.000000 Penalty: 5255.037109
	Iteration 32Q: 3 clusters Score -7350168 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -7350186.000000 Penalty: 5255.037109
	Iteration 33Q: 3 clusters Score -7350186 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -7350191.000000 Penalty: 5255.037109
	Iteration 34Q: 3 clusters Score -7350191 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -7350212.000000 Penalty: 5255.037109
	Iteration 35Q: 3 clusters Score -7350212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -7350214.500000 Penalty: 5255.037109
	Iteration 36Q: 3 clusters Score -7350214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -7350212.000000 Penalty: 5255.037109
	Iteration 37Q: 3 clusters Score -7350212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -7350210.500000 Penalty: 5255.037109
	Iteration 38Q: 3 clusters Score -7350210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -7350224.000000 Penalty: 5255.037109
	Iteration 39Q: 3 clusters Score -7350224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -7350244.000000 Penalty: 5255.037109
	Iteration 40F: 3 clusters Score -7350244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -7350234.500000 Penalty: 5255.037109
	Iteration 41Q: 3 clusters Score -7350234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -7350238.000000 Penalty: 5255.037109
	Iteration 42Q: 3 clusters Score -7350238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -7350254.500000 Penalty: 5255.037109
	Iteration 43Q: 3 clusters Score -7350254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -7350245.000000 Penalty: 5255.037109
	Iteration 44Q: 3 clusters Score -7350245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -7350242.500000 Penalty: 5255.037109
	Iteration 45Q: 3 clusters Score -7350242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -7350246.000000 Penalty: 5255.037109
	Iteration 46Q: 3 clusters Score -7350246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -7350252.000000 Penalty: 5255.037109
	Iteration 47Q: 3 clusters Score -7350252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7350259.500000 Penalty: 5255.037109
	Iteration 48Q: 3 clusters Score -7350260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -7350273.000000 Penalty: 5255.037109
	Iteration 49Q: 3 clusters Score -7350273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -7350277.000000 Penalty: 5255.037109
	Iteration 50Q: 3 clusters Score -7350277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -7350286.000000 Penalty: 5255.037109
	Iteration 51Q: 3 clusters Score -7350286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -7350287.500000 Penalty: 5255.037109
	Iteration 52Q: 3 clusters Score -7350288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -7350281.500000 Penalty: 5255.037109
	Iteration 53Q: 3 clusters Score -7350282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -7350286.500000 Penalty: 5255.037109
	Iteration 54Q: 3 clusters Score -7350286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -7350287.500000 Penalty: 5255.037109
	Iteration 55Q: 3 clusters Score -7350288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -7350296.000000 Penalty: 5255.037109
	Iteration 56Q: 3 clusters Score -7350296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -7350301.000000 Penalty: 5255.037109
	Iteration 57Q: 3 clusters Score -7350301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -7350304.000000 Penalty: 5255.037109
	Iteration 58Q: 3 clusters Score -7350304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -7350300.000000 Penalty: 5255.037109
	Iteration 59Q: 3 clusters Score -7350300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -7350304.000000 Penalty: 5255.037109
	Iteration 60F: 3 clusters Score -7350304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -7350304.000000 Penalty: 5255.037109
	Iteration 61Q: 3 clusters Score -7350304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -7350309.500000 Penalty: 5255.037109
	Iteration 62Q: 3 clusters Score -7350310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -7350307.000000 Penalty: 5255.037109
	Iteration 63Q: 3 clusters Score -7350307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -7350297.000000 Penalty: 5255.037109
	Iteration 64Q: 3 clusters Score -7350297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -7350286.000000 Penalty: 5255.037109
	Iteration 65Q: 3 clusters Score -7350286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -7350296.500000 Penalty: 5255.037109
	Iteration 66Q: 3 clusters Score -7350296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -7350301.000000 Penalty: 5255.037109
	Iteration 67Q: 3 clusters Score -7350301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -7350306.000000 Penalty: 5255.037109
	Iteration 68Q: 3 clusters Score -7350306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -7350306.000000 Penalty: 5255.037109
	Iteration 69Q: 3 clusters Score -7350306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -7350311.000000 Penalty: 5255.037109
	Iteration 70Q: 3 clusters Score -7350311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -7350312.000000 Penalty: 5255.037109
	Iteration 71Q: 3 clusters Score -7350312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -7350316.500000 Penalty: 5255.037109
	Iteration 72Q: 3 clusters Score -7350316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -7350314.000000 Penalty: 5255.037109
	Iteration 73Q: 3 clusters Score -7350314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -7350309.000000 Penalty: 5255.037109
	Iteration 74Q: 3 clusters Score -7350309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -7350305.000000 Penalty: 5255.037109
	Iteration 75Q: 3 clusters Score -7350305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -7350312.500000 Penalty: 5255.037109
	Iteration 76Q: 3 clusters Score -7350312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -7350310.000000 Penalty: 5255.037109
	Iteration 77Q: 3 clusters Score -7350310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -7350312.000000 Penalty: 5255.037109
	Iteration 78Q: 3 clusters Score -7350312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -7350319.000000 Penalty: 5255.037109
	Iteration 79Q: 3 clusters Score -7350319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -7350321.000000 Penalty: 5255.037109
	Iteration 80F: 3 clusters Score -7350321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Entering Unmasked Estep 
Score: -8579316.000000 Penalty: 2667.627197
	Iteration 0F: 2 clusters Score -8579316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -8548706.000000 Penalty: 5335.254395
	Iteration 0F: 3 clusters Score -8548706 nChanged 21567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -8560655.000000 Penalty: 5335.254395
	Iteration 1F: 3 clusters Score -8560655 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -8561201.000000 Penalty: 5335.254395
	Iteration 2Q: 3 clusters Score -8561201 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -8561668.000000 Penalty: 5335.254395
	Iteration 3Q: 3 clusters Score -8561668 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -8562201.000000 Penalty: 5335.254395
	Iteration 4Q: 3 clusters Score -8562201 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -8562848.000000 Penalty: 5335.254395
	Iteration 5Q: 3 clusters Score -8562848 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -8563773.000000 Penalty: 5335.254395
	Iteration 6Q: 3 clusters Score -8563773 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -8565011.000000 Penalty: 5335.254395
	Iteration 7Q: 3 clusters Score -8565011 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -8566882.000000 Penalty: 5335.254395
	Iteration 8F: 3 clusters Score -8566882 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -8569331.000000 Penalty: 5335.254395
	Iteration 9F: 3 clusters Score -8569331 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -8571785.000000 Penalty: 5335.254395
	Iteration 10F: 3 clusters Score -8571785 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -8573659.000000 Penalty: 5335.254395
	Iteration 11F: 3 clusters Score -8573659 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -8574829.000000 Penalty: 5335.254395
	Iteration 12Q: 3 clusters Score -8574829 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -8575638.000000 Penalty: 5335.254395
	Iteration 13Q: 3 clusters Score -8575638 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -8576255.000000 Penalty: 5335.254395
	Iteration 14Q: 3 clusters Score -8576255 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -8576800.000000 Penalty: 5335.254395
	Iteration 15Q: 3 clusters Score -8576800 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -8577310.000000 Penalty: 5335.254395
	Iteration 16Q: 3 clusters Score -8577310 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -8577639.000000 Penalty: 5335.254395
	Iteration 17Q: 3 clusters Score -8577639 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -8577860.000000 Penalty: 5335.254395
	Iteration 18Q: 3 clusters Score -8577860 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -8578050.000000 Penalty: 5335.254395
	Iteration 19Q: 3 clusters Score -8578050 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -8578159.000000 Penalty: 5335.254395
	Iteration 20F: 3 clusters Score -8578159 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -8578270.000000 Penalty: 5335.254395
	Iteration 21Q: 3 clusters Score -8578270 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -8578351.000000 Penalty: 5335.254395
	Iteration 22Q: 3 clusters Score -8578351 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -8578425.000000 Penalty: 5335.254395
	Iteration 23Q: 3 clusters Score -8578425 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -8578504.000000 Penalty: 5335.254395
	Iteration 24Q: 3 clusters Score -8578504 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -8578549.000000 Penalty: 5335.254395
	Iteration 25Q: 3 clusters Score -8578549 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -8578598.000000 Penalty: 5335.254395
	Iteration 26Q: 3 clusters Score -8578598 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -8578618.000000 Penalty: 5335.254395
	Iteration 27Q: 3 clusters Score -8578618 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -8578624.000000 Penalty: 5335.254395
	Iteration 28Q: 3 clusters Score -8578624 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -8578656.000000 Penalty: 5335.254395
	Iteration 29Q: 3 clusters Score -8578656 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -8578679.000000 Penalty: 5335.254395
	Iteration 30Q: 3 clusters Score -8578679 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -8578695.000000 Penalty: 5335.254395
	Iteration 31Q: 3 clusters Score -8578695 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -8578680.000000 Penalty: 5335.254395
	Iteration 32Q: 3 clusters Score -8578680 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -8578697.000000 Penalty: 5335.254395
	Iteration 33Q: 3 clusters Score -8578697 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -8578717.000000 Penalty: 5335.254395
	Iteration 34Q: 3 clusters Score -8578717 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -8578718.000000 Penalty: 5335.254395
	Iteration 35Q: 3 clusters Score -8578718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -8578737.000000 Penalty: 5335.254395
	Iteration 36Q: 3 clusters Score -8578737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -8578746.000000 Penalty: 5335.254395
	Iteration 37Q: 3 clusters Score -8578746 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -8578747.000000 Penalty: 5335.254395
	Iteration 38Q: 3 clusters Score -8578747 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -8578741.000000 Penalty: 5335.254395
	Iteration 39Q: 3 clusters Score -8578741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -8578731.000000 Penalty: 5335.254395
	Iteration 40F: 3 clusters Score -8578731 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -8578736.000000 Penalty: 5335.254395
	Iteration 41Q: 3 clusters Score -8578736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -8578741.000000 Penalty: 5335.254395
	Iteration 42Q: 3 clusters Score -8578741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -8578733.000000 Penalty: 5335.254395
	Iteration 43Q: 3 clusters Score -8578733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -8578733.000000 Penalty: 5335.254395
	Iteration 44Q: 3 clusters Score -8578733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -8578739.000000 Penalty: 5335.254395
	Iteration 45Q: 3 clusters Score -8578739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -8578757.000000 Penalty: 5335.254395
	Iteration 46Q: 3 clusters Score -8578757 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -8578756.000000 Penalty: 5335.254395
	Iteration 47Q: 3 clusters Score -8578756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -8578759.000000 Penalty: 5335.254395
	Iteration 48Q: 3 clusters Score -8578759 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -8578773.000000 Penalty: 5335.254395
	Iteration 49Q: 3 clusters Score -8578773 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -8578784.000000 Penalty: 5335.254395
	Iteration 50Q: 3 clusters Score -8578784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -8578783.000000 Penalty: 5335.254395
	Iteration 51Q: 3 clusters Score -8578783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -8578793.000000 Penalty: 5335.254395
	Iteration 52Q: 3 clusters Score -8578793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -8578785.000000 Penalty: 5335.254395
	Iteration 53Q: 3 clusters Score -8578785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -8578806.000000 Penalty: 5335.254395
	Iteration 54Q: 3 clusters Score -8578806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -8578809.000000 Penalty: 5335.254395
	Iteration 55Q: 3 clusters Score -8578809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -8578808.000000 Penalty: 5335.254395
	Iteration 56Q: 3 clusters Score -8578808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -8578802.000000 Penalty: 5335.254395
	Iteration 57Q: 3 clusters Score -8578802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -8578811.000000 Penalty: 5335.254395
	Iteration 58Q: 3 clusters Score -8578811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -8578813.000000 Penalty: 5335.254395
	Iteration 59Q: 3 clusters Score -8578813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -8578816.000000 Penalty: 5335.254395
	Iteration 60F: 3 clusters Score -8578816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -8578817.000000 Penalty: 5335.254395
	Iteration 61Q: 3 clusters Score -8578817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -8578816.000000 Penalty: 5335.254395
	Iteration 62Q: 3 clusters Score -8578816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -8578813.000000 Penalty: 5335.254395
	Iteration 63Q: 3 clusters Score -8578813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -8578827.000000 Penalty: 5335.254395
	Iteration 64Q: 3 clusters Score -8578827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -8578833.000000 Penalty: 5335.254395
	Iteration 65Q: 3 clusters Score -8578833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -8578828.000000 Penalty: 5335.254395
	Iteration 66Q: 3 clusters Score -8578828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -8578834.000000 Penalty: 5335.254395
	Iteration 67Q: 3 clusters Score -8578834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -8578832.000000 Penalty: 5335.254395
	Iteration 68Q: 3 clusters Score -8578832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -8578817.000000 Penalty: 5335.254395
	Iteration 69Q: 3 clusters Score -8578817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -8578823.000000 Penalty: 5335.254395
	Iteration 70Q: 3 clusters Score -8578823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -8578827.000000 Penalty: 5335.254395
	Iteration 71Q: 3 clusters Score -8578827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -8578833.000000 Penalty: 5335.254395
	Iteration 72Q: 3 clusters Score -8578833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -8578841.000000 Penalty: 5335.254395
	Iteration 73Q: 3 clusters Score -8578841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -8578838.000000 Penalty: 5335.254395
	Iteration 74Q: 3 clusters Score -8578838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -8578823.000000 Penalty: 5335.254395
	Iteration 75Q: 3 clusters Score -8578823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -8578837.000000 Penalty: 5335.254395
	Iteration 76Q: 3 clusters Score -8578837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -8578841.000000 Penalty: 5335.254395
	Iteration 77Q: 3 clusters Score -8578841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -8578835.000000 Penalty: 5335.254395
	Iteration 78Q: 3 clusters Score -8578835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -8578831.000000 Penalty: 5335.254395
	Iteration 79Q: 3 clusters Score -8578831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -8578840.000000 Penalty: 5335.254395
	Iteration 80F: 3 clusters Score -8578840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -8578849.000000 Penalty: 5335.254395
	Iteration 81Q: 3 clusters Score -8578849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -8578843.000000 Penalty: 5335.254395
	Iteration 82Q: 3 clusters Score -8578843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -8578835.000000 Penalty: 5335.254395
	Iteration 83Q: 3 clusters Score -8578835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -8578845.000000 Penalty: 5335.254395
	Iteration 84Q: 3 clusters Score -8578845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -8578840.000000 Penalty: 5335.254395
	Iteration 85Q: 3 clusters Score -8578840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -8578841.000000 Penalty: 5335.254395
	Iteration 86Q: 3 clusters Score -8578841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -8578836.000000 Penalty: 5335.254395
	Iteration 87Q: 3 clusters Score -8578836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -8578829.000000 Penalty: 5335.254395
	Iteration 88Q: 3 clusters Score -8578829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -8578834.000000 Penalty: 5335.254395
	Iteration 89Q: 3 clusters Score -8578834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -8578836.000000 Penalty: 5335.254395
	Iteration 90Q: 3 clusters Score -8578836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -8578829.000000 Penalty: 5335.254395
	Iteration 91Q: 3 clusters Score -8578829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -8578838.000000 Penalty: 5335.254395
	Iteration 92Q: 3 clusters Score -8578838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -8578838.000000 Penalty: 5335.254395
	Iteration 93F: 3 clusters Score -8578838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Entering Unmasked Estep 
Score: -9167381.000000 Penalty: 2679.929199
	Iteration 0F: 2 clusters Score -9167381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -9136533.000000 Penalty: 5359.858398
	Iteration 0F: 3 clusters Score -9136533 nChanged 22869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -9148983.000000 Penalty: 5359.858398
	Iteration 1F: 3 clusters Score -9148983 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -9149513.000000 Penalty: 5359.858398
	Iteration 2Q: 3 clusters Score -9149513 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -9150017.000000 Penalty: 5359.858398
	Iteration 3Q: 3 clusters Score -9150017 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -9150481.000000 Penalty: 5359.858398
	Iteration 4Q: 3 clusters Score -9150481 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -9151011.000000 Penalty: 5359.858398
	Iteration 5Q: 3 clusters Score -9151011 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -9151710.000000 Penalty: 5359.858398
	Iteration 6Q: 3 clusters Score -9151710 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -9152628.000000 Penalty: 5359.858398
	Iteration 7Q: 3 clusters Score -9152628 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -9153883.000000 Penalty: 5359.858398
	Iteration 8F: 3 clusters Score -9153883 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -9155852.000000 Penalty: 5359.858398
	Iteration 9F: 3 clusters Score -9155852 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -9158324.000000 Penalty: 5359.858398
	Iteration 10F: 3 clusters Score -9158324 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -9160860.000000 Penalty: 5359.858398
	Iteration 11F: 3 clusters Score -9160860 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -9162784.000000 Penalty: 5359.858398
	Iteration 12F: 3 clusters Score -9162784 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -9163978.000000 Penalty: 5359.858398
	Iteration 13Q: 3 clusters Score -9163978 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9164582.000000 Penalty: 5359.858398
	Iteration 14Q: 3 clusters Score -9164582 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9164805.000000 Penalty: 5359.858398
	Iteration 15Q: 3 clusters Score -9164805 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9164919.000000 Penalty: 5359.858398
	Iteration 16Q: 3 clusters Score -9164919 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9165043.000000 Penalty: 5359.858398
	Iteration 17Q: 3 clusters Score -9165043 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9165108.000000 Penalty: 5359.858398
	Iteration 18Q: 3 clusters Score -9165108 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9165132.000000 Penalty: 5359.858398
	Iteration 19Q: 3 clusters Score -9165132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9165152.000000 Penalty: 5359.858398
	Iteration 20F: 3 clusters Score -9165152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9165173.000000 Penalty: 5359.858398
	Iteration 21Q: 3 clusters Score -9165173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9165196.000000 Penalty: 5359.858398
	Iteration 22Q: 3 clusters Score -9165196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9165209.000000 Penalty: 5359.858398
	Iteration 23Q: 3 clusters Score -9165209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9165222.000000 Penalty: 5359.858398
	Iteration 24Q: 3 clusters Score -9165222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9165216.000000 Penalty: 5359.858398
	Iteration 25Q: 3 clusters Score -9165216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9165214.000000 Penalty: 5359.858398
	Iteration 26Q: 3 clusters Score -9165214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9165222.000000 Penalty: 5359.858398
	Iteration 27Q: 3 clusters Score -9165222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9165223.000000 Penalty: 5359.858398
	Iteration 28Q: 3 clusters Score -9165223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9165229.000000 Penalty: 5359.858398
	Iteration 29Q: 3 clusters Score -9165229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9165233.000000 Penalty: 5359.858398
	Iteration 30Q: 3 clusters Score -9165233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9165235.000000 Penalty: 5359.858398
	Iteration 31Q: 3 clusters Score -9165235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9165239.000000 Penalty: 5359.858398
	Iteration 32Q: 3 clusters Score -9165239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9165237.000000 Penalty: 5359.858398
	Iteration 33Q: 3 clusters Score -9165237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9165235.000000 Penalty: 5359.858398
	Iteration 34Q: 3 clusters Score -9165235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48964 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9165241.000000 Penalty: 5359.858398
	Iteration 35Q: 3 clusters Score -9165241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9165239.000000 Penalty: 5359.858398
	Iteration 36Q: 3 clusters Score -9165239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9165238.000000 Penalty: 5359.858398
	Iteration 37Q: 3 clusters Score -9165238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9165238.000000 Penalty: 5359.858398
	Iteration 38F: 3 clusters Score -9165238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Entering Unmasked Estep 
Score: -9169965.000000 Penalty: 2679.712891
	Iteration 0F: 2 clusters Score -9169965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -9139210.000000 Penalty: 5359.425781
	Iteration 0F: 3 clusters Score -9139210 nChanged 22824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -9151723.000000 Penalty: 5359.425781
	Iteration 1F: 3 clusters Score -9151723 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -9152380.000000 Penalty: 5359.425781
	Iteration 2Q: 3 clusters Score -9152380 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -9153025.000000 Penalty: 5359.425781
	Iteration 3Q: 3 clusters Score -9153025 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -9153768.000000 Penalty: 5359.425781
	Iteration 4Q: 3 clusters Score -9153768 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -9154786.000000 Penalty: 5359.425781
	Iteration 5Q: 3 clusters Score -9154786 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -9155994.000000 Penalty: 5359.425781
	Iteration 6Q: 3 clusters Score -9155994 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -9157562.000000 Penalty: 5359.425781
	Iteration 7F: 3 clusters Score -9157562 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -9159535.000000 Penalty: 5359.425781
	Iteration 8F: 3 clusters Score -9159535 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -9161759.000000 Penalty: 5359.425781
	Iteration 9F: 3 clusters Score -9161759 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -9163384.000000 Penalty: 5359.425781
	Iteration 10F: 3 clusters Score -9163384 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -9164222.000000 Penalty: 5359.425781
	Iteration 11Q: 3 clusters Score -9164222 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -9164776.000000 Penalty: 5359.425781
	Iteration 12Q: 3 clusters Score -9164776 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -9165176.000000 Penalty: 5359.425781
	Iteration 13Q: 3 clusters Score -9165176 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -9165517.000000 Penalty: 5359.425781
	Iteration 14Q: 3 clusters Score -9165517 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -9165934.000000 Penalty: 5359.425781
	Iteration 15Q: 3 clusters Score -9165934 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -9166200.000000 Penalty: 5359.425781
	Iteration 16Q: 3 clusters Score -9166200 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -9166478.000000 Penalty: 5359.425781
	Iteration 17Q: 3 clusters Score -9166478 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -9166672.000000 Penalty: 5359.425781
	Iteration 18Q: 3 clusters Score -9166672 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -9166856.000000 Penalty: 5359.425781
	Iteration 19Q: 3 clusters Score -9166856 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -9167003.000000 Penalty: 5359.425781
	Iteration 20F: 3 clusters Score -9167003 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -9167144.000000 Penalty: 5359.425781
	Iteration 21Q: 3 clusters Score -9167144 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -9167257.000000 Penalty: 5359.425781
	Iteration 22Q: 3 clusters Score -9167257 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -9167295.000000 Penalty: 5359.425781
	Iteration 23Q: 3 clusters Score -9167295 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -9167338.000000 Penalty: 5359.425781
	Iteration 24Q: 3 clusters Score -9167338 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -9167380.000000 Penalty: 5359.425781
	Iteration 25Q: 3 clusters Score -9167380 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -9167372.000000 Penalty: 5359.425781
	Iteration 26Q: 3 clusters Score -9167372 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -9167407.000000 Penalty: 5359.425781
	Iteration 27Q: 3 clusters Score -9167407 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -9167414.000000 Penalty: 5359.425781
	Iteration 28Q: 3 clusters Score -9167414 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -9167423.000000 Penalty: 5359.425781
	Iteration 29Q: 3 clusters Score -9167423 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -9167438.000000 Penalty: 5359.425781
	Iteration 30Q: 3 clusters Score -9167438 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -9167426.000000 Penalty: 5359.425781
	Iteration 31Q: 3 clusters Score -9167426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -9167435.000000 Penalty: 5359.425781
	Iteration 32Q: 3 clusters Score -9167435 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -9167439.000000 Penalty: 5359.425781
	Iteration 33Q: 3 clusters Score -9167439 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -9167449.000000 Penalty: 5359.425781
	Iteration 34Q: 3 clusters Score -9167449 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -9167445.000000 Penalty: 5359.425781
	Iteration 35Q: 3 clusters Score -9167445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -9167452.000000 Penalty: 5359.425781
	Iteration 36Q: 3 clusters Score -9167452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -9167462.000000 Penalty: 5359.425781
	Iteration 37Q: 3 clusters Score -9167462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -9167454.000000 Penalty: 5359.425781
	Iteration 38Q: 3 clusters Score -9167454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -9167445.000000 Penalty: 5359.425781
	Iteration 39Q: 3 clusters Score -9167445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -9167455.000000 Penalty: 5359.425781
	Iteration 40F: 3 clusters Score -9167455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -9167441.000000 Penalty: 5359.425781
	Iteration 41Q: 3 clusters Score -9167441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -9167441.000000 Penalty: 5359.425781
	Iteration 42Q: 3 clusters Score -9167441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -9167436.000000 Penalty: 5359.425781
	Iteration 43Q: 3 clusters Score -9167436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -9167447.000000 Penalty: 5359.425781
	Iteration 44Q: 3 clusters Score -9167447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -9167454.000000 Penalty: 5359.425781
	Iteration 45Q: 3 clusters Score -9167454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -9167447.000000 Penalty: 5359.425781
	Iteration 46Q: 3 clusters Score -9167447 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -9167431.000000 Penalty: 5359.425781
	Iteration 47Q: 3 clusters Score -9167431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -9167423.000000 Penalty: 5359.425781
	Iteration 48Q: 3 clusters Score -9167423 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -9167403.000000 Penalty: 5359.425781
	Iteration 49Q: 3 clusters Score -9167403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -9167407.000000 Penalty: 5359.425781
	Iteration 50Q: 3 clusters Score -9167407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -9167411.000000 Penalty: 5359.425781
	Iteration 51Q: 3 clusters Score -9167411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -9167410.000000 Penalty: 5359.425781
	Iteration 52Q: 3 clusters Score -9167410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -9167411.000000 Penalty: 5359.425781
	Iteration 53Q: 3 clusters Score -9167411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -9167407.000000 Penalty: 5359.425781
	Iteration 54Q: 3 clusters Score -9167407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -9167409.000000 Penalty: 5359.425781
	Iteration 55Q: 3 clusters Score -9167409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -9167406.000000 Penalty: 5359.425781
	Iteration 56Q: 3 clusters Score -9167406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -9167409.000000 Penalty: 5359.425781
	Iteration 57Q: 3 clusters Score -9167409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -9167417.000000 Penalty: 5359.425781
	Iteration 58Q: 3 clusters Score -9167417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -9167412.000000 Penalty: 5359.425781
	Iteration 59Q: 3 clusters Score -9167412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -9167407.000000 Penalty: 5359.425781
	Iteration 60F: 3 clusters Score -9167407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -9167408.000000 Penalty: 5359.425781
	Iteration 61Q: 3 clusters Score -9167408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -9167402.000000 Penalty: 5359.425781
	Iteration 62Q: 3 clusters Score -9167402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -9167407.000000 Penalty: 5359.425781
	Iteration 63Q: 3 clusters Score -9167407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -9167397.000000 Penalty: 5359.425781
	Iteration 64Q: 3 clusters Score -9167397 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -9167418.000000 Penalty: 5359.425781
	Iteration 65Q: 3 clusters Score -9167418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -9167403.000000 Penalty: 5359.425781
	Iteration 66Q: 3 clusters Score -9167403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -9167409.000000 Penalty: 5359.425781
	Iteration 67Q: 3 clusters Score -9167409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -9167415.000000 Penalty: 5359.425781
	Iteration 68Q: 3 clusters Score -9167415 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -9167422.000000 Penalty: 5359.425781
	Iteration 69Q: 3 clusters Score -9167422 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -9167434.000000 Penalty: 5359.425781
	Iteration 70Q: 3 clusters Score -9167434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -9167415.000000 Penalty: 5359.425781
	Iteration 71Q: 3 clusters Score -9167415 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -9167421.000000 Penalty: 5359.425781
	Iteration 72Q: 3 clusters Score -9167421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -9167406.000000 Penalty: 5359.425781
	Iteration 73Q: 3 clusters Score -9167406 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -9167381.000000 Penalty: 5359.425781
	Iteration 74Q: 3 clusters Score -9167381 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -9167389.000000 Penalty: 5359.425781
	Iteration 75Q: 3 clusters Score -9167389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -9167372.000000 Penalty: 5359.425781
	Iteration 76Q: 3 clusters Score -9167372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -9167391.000000 Penalty: 5359.425781
	Iteration 77Q: 3 clusters Score -9167391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -9167376.000000 Penalty: 5359.425781
	Iteration 78Q: 3 clusters Score -9167376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -9167378.000000 Penalty: 5359.425781
	Iteration 79Q: 3 clusters Score -9167378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -9167375.000000 Penalty: 5359.425781
	Iteration 80F: 3 clusters Score -9167375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -9167355.000000 Penalty: 5359.425781
	Iteration 81Q: 3 clusters Score -9167355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -9167360.000000 Penalty: 5359.425781
	Iteration 82Q: 3 clusters Score -9167360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -9167363.000000 Penalty: 5359.425781
	Iteration 83Q: 3 clusters Score -9167363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -9167367.000000 Penalty: 5359.425781
	Iteration 84Q: 3 clusters Score -9167367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -9167368.000000 Penalty: 5359.425781
	Iteration 85Q: 3 clusters Score -9167368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -9167373.000000 Penalty: 5359.425781
	Iteration 86Q: 3 clusters Score -9167373 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -9167360.000000 Penalty: 5359.425781
	Iteration 87Q: 3 clusters Score -9167360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -9167368.000000 Penalty: 5359.425781
	Iteration 88Q: 3 clusters Score -9167368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -9167372.000000 Penalty: 5359.425781
	Iteration 89Q: 3 clusters Score -9167372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -9167359.000000 Penalty: 5359.425781
	Iteration 90Q: 3 clusters Score -9167359 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -9167370.000000 Penalty: 5359.425781
	Iteration 91Q: 3 clusters Score -9167370 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -9167367.000000 Penalty: 5359.425781
	Iteration 92Q: 3 clusters Score -9167367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -9167364.000000 Penalty: 5359.425781
	Iteration 93Q: 3 clusters Score -9167364 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -9167360.000000 Penalty: 5359.425781
	Iteration 94Q: 3 clusters Score -9167360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -9167361.000000 Penalty: 5359.425781
	Iteration 95Q: 3 clusters Score -9167361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -9167352.000000 Penalty: 5359.425781
	Iteration 96Q: 3 clusters Score -9167352 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -9167369.000000 Penalty: 5359.425781
	Iteration 97Q: 3 clusters Score -9167369 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -9167366.000000 Penalty: 5359.425781
	Iteration 98Q: 3 clusters Score -9167366 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -9167346.000000 Penalty: 5359.425781
	Iteration 99Q: 3 clusters Score -9167346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -9167333.000000 Penalty: 5359.425781
	Iteration 100F: 3 clusters Score -9167333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -9167333.000000 Penalty: 5359.425781
	Iteration 101Q: 3 clusters Score -9167333 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -9167302.000000 Penalty: 5359.425781
	Iteration 102Q: 3 clusters Score -9167302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -9167317.000000 Penalty: 5359.425781
	Iteration 103Q: 3 clusters Score -9167317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -9167300.000000 Penalty: 5359.425781
	Iteration 104Q: 3 clusters Score -9167300 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -9167306.000000 Penalty: 5359.425781
	Iteration 105Q: 3 clusters Score -9167306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -9167312.000000 Penalty: 5359.425781
	Iteration 106Q: 3 clusters Score -9167312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -9167307.000000 Penalty: 5359.425781
	Iteration 107Q: 3 clusters Score -9167307 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -9167281.000000 Penalty: 5359.425781
	Iteration 108Q: 3 clusters Score -9167281 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -9167279.000000 Penalty: 5359.425781
	Iteration 109Q: 3 clusters Score -9167279 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -9167279.000000 Penalty: 5359.425781
	Iteration 110Q: 3 clusters Score -9167279 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -9167259.000000 Penalty: 5359.425781
	Iteration 111Q: 3 clusters Score -9167259 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -9167283.000000 Penalty: 5359.425781
	Iteration 112Q: 3 clusters Score -9167283 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -9167302.000000 Penalty: 5359.425781
	Iteration 113Q: 3 clusters Score -9167302 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -9167297.000000 Penalty: 5359.425781
	Iteration 114Q: 3 clusters Score -9167297 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -9167292.000000 Penalty: 5359.425781
	Iteration 115Q: 3 clusters Score -9167292 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -9167310.000000 Penalty: 5359.425781
	Iteration 116Q: 3 clusters Score -9167310 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -9167285.000000 Penalty: 5359.425781
	Iteration 117Q: 3 clusters Score -9167285 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -9167297.000000 Penalty: 5359.425781
	Iteration 118Q: 3 clusters Score -9167297 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -9167289.000000 Penalty: 5359.425781
	Iteration 119Q: 3 clusters Score -9167289 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -9167274.000000 Penalty: 5359.425781
	Iteration 120F: 3 clusters Score -9167274 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -9167258.000000 Penalty: 5359.425781
	Iteration 121Q: 3 clusters Score -9167258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -9167272.000000 Penalty: 5359.425781
	Iteration 122Q: 3 clusters Score -9167272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -9167274.000000 Penalty: 5359.425781
	Iteration 123Q: 3 clusters Score -9167274 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -9167277.000000 Penalty: 5359.425781
	Iteration 124Q: 3 clusters Score -9167277 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -9167256.000000 Penalty: 5359.425781
	Iteration 125Q: 3 clusters Score -9167256 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -9167258.000000 Penalty: 5359.425781
	Iteration 126Q: 3 clusters Score -9167258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -9167263.000000 Penalty: 5359.425781
	Iteration 127Q: 3 clusters Score -9167263 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -9167276.000000 Penalty: 5359.425781
	Iteration 128Q: 3 clusters Score -9167276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -9167247.000000 Penalty: 5359.425781
	Iteration 129Q: 3 clusters Score -9167247 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -9167240.000000 Penalty: 5359.425781
	Iteration 130Q: 3 clusters Score -9167240 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -9167246.000000 Penalty: 5359.425781
	Iteration 131Q: 3 clusters Score -9167246 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -9167244.000000 Penalty: 5359.425781
	Iteration 132Q: 3 clusters Score -9167244 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -9167246.000000 Penalty: 5359.425781
	Iteration 133Q: 3 clusters Score -9167246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -9167229.000000 Penalty: 5359.425781
	Iteration 134Q: 3 clusters Score -9167229 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -9167225.000000 Penalty: 5359.425781
	Iteration 135Q: 3 clusters Score -9167225 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -9167223.000000 Penalty: 5359.425781
	Iteration 136Q: 3 clusters Score -9167223 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -9167239.000000 Penalty: 5359.425781
	Iteration 137Q: 3 clusters Score -9167239 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -9167205.000000 Penalty: 5359.425781
	Iteration 138Q: 3 clusters Score -9167205 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -9167209.000000 Penalty: 5359.425781
	Iteration 139Q: 3 clusters Score -9167209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -9167216.000000 Penalty: 5359.425781
	Iteration 140F: 3 clusters Score -9167216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -9167202.000000 Penalty: 5359.425781
	Iteration 141Q: 3 clusters Score -9167202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -9167193.000000 Penalty: 5359.425781
	Iteration 142Q: 3 clusters Score -9167193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -9167176.000000 Penalty: 5359.425781
	Iteration 143Q: 3 clusters Score -9167176 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -9167172.000000 Penalty: 5359.425781
	Iteration 144Q: 3 clusters Score -9167172 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -9167148.000000 Penalty: 5359.425781
	Iteration 145Q: 3 clusters Score -9167148 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -9167152.000000 Penalty: 5359.425781
	Iteration 146Q: 3 clusters Score -9167152 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -9167150.000000 Penalty: 5359.425781
	Iteration 147Q: 3 clusters Score -9167150 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -9167140.000000 Penalty: 5359.425781
	Iteration 148Q: 3 clusters Score -9167140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -9167137.000000 Penalty: 5359.425781
	Iteration 149Q: 3 clusters Score -9167137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -9167131.000000 Penalty: 5359.425781
	Iteration 150Q: 3 clusters Score -9167131 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -9167128.000000 Penalty: 5359.425781
	Iteration 151Q: 3 clusters Score -9167128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -9167130.000000 Penalty: 5359.425781
	Iteration 152Q: 3 clusters Score -9167130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -9167127.000000 Penalty: 5359.425781
	Iteration 153Q: 3 clusters Score -9167127 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -9167120.000000 Penalty: 5359.425781
	Iteration 154Q: 3 clusters Score -9167120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -9167139.000000 Penalty: 5359.425781
	Iteration 155Q: 3 clusters Score -9167139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -9167136.000000 Penalty: 5359.425781
	Iteration 156Q: 3 clusters Score -9167136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -9167124.000000 Penalty: 5359.425781
	Iteration 157Q: 3 clusters Score -9167124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -9167123.000000 Penalty: 5359.425781
	Iteration 158Q: 3 clusters Score -9167123 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -9167106.000000 Penalty: 5359.425781
	Iteration 159Q: 3 clusters Score -9167106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -9167100.000000 Penalty: 5359.425781
	Iteration 160F: 3 clusters Score -9167100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -9167116.000000 Penalty: 5359.425781
	Iteration 161Q: 3 clusters Score -9167116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -9167122.000000 Penalty: 5359.425781
	Iteration 162Q: 3 clusters Score -9167122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -9167113.000000 Penalty: 5359.425781
	Iteration 163Q: 3 clusters Score -9167113 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -9167104.000000 Penalty: 5359.425781
	Iteration 164Q: 3 clusters Score -9167104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -9167091.000000 Penalty: 5359.425781
	Iteration 165Q: 3 clusters Score -9167091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -9167101.000000 Penalty: 5359.425781
	Iteration 166Q: 3 clusters Score -9167101 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -9167125.000000 Penalty: 5359.425781
	Iteration 167Q: 3 clusters Score -9167125 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -9167122.000000 Penalty: 5359.425781
	Iteration 168Q: 3 clusters Score -9167122 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -9167121.000000 Penalty: 5359.425781
	Iteration 169Q: 3 clusters Score -9167121 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9167125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -9167138.000000 Penalty: 5359.425781
	Iteration 171Q: 3 clusters Score -9167138 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -9167122.000000 Penalty: 5359.425781
	Iteration 172Q: 3 clusters Score -9167122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -9167103.000000 Penalty: 5359.425781
	Iteration 173Q: 3 clusters Score -9167103 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -9167097.000000 Penalty: 5359.425781
	Iteration 174Q: 3 clusters Score -9167097 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -9167087.000000 Penalty: 5359.425781
	Iteration 175Q: 3 clusters Score -9167087 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9167094 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9167103 nChanged 94
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Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -9167107 nChanged 97
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Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9167096 nChanged 81
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Mstep: Class 1 contains 21840 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9167093 nChanged 78
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	Iteration 181Q: 3 clusters Score -9167117 nChanged 64
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9167106 nChanged 70
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9167078 nChanged 77
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Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9167093 nChanged 83
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Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9167096 nChanged 79
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Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -9167084 nChanged 70
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9167104 nChanged 52
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9167097 nChanged 46
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Mstep: Class 2 contains 28048 members 
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	Iteration 189Q: 3 clusters Score -9167094 nChanged 40
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Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -9167082 nChanged 35
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	Iteration 191Q: 3 clusters Score -9167102 nChanged 34
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	Iteration 192Q: 3 clusters Score -9167103 nChanged 56
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -9167100 nChanged 46
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9167092 nChanged 60
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	Iteration 195Q: 3 clusters Score -9167081 nChanged 69
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9167080 nChanged 68
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	Iteration 197Q: 3 clusters Score -9167104 nChanged 62
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	Iteration 198Q: 3 clusters Score -9167092 nChanged 48
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	Iteration 199Q: 3 clusters Score -9167105 nChanged 41
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9167089 nChanged 32
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9167085 nChanged 33
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9167083 nChanged 35
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -9167081 nChanged 33
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9167081 nChanged 37
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -9167075 nChanged 31
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -9167064 nChanged 34
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9167058 nChanged 34
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	Iteration 210Q: 3 clusters Score -9167065 nChanged 47
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9167067 nChanged 33
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9167061 nChanged 26
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	Iteration 213Q: 3 clusters Score -9167052 nChanged 24
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	Iteration 214Q: 3 clusters Score -9167048 nChanged 26
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	Iteration 215Q: 3 clusters Score -9167048 nChanged 26
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Mstep: Class 1 contains 20206 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9167036 nChanged 23
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Mstep: Class 1 contains 20185 members 
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	Iteration 217Q: 3 clusters Score -9167037 nChanged 26
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Mstep: Class 1 contains 20159 members 
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -9167038 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20133 members 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9167031 nChanged 28
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Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -9167035 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20093 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -9167037 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20074 members 
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -9167028 nChanged 20
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -9167023 nChanged 23
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -9167027 nChanged 27
Entering Unmasked Mstep 
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	Iteration 225Q: 3 clusters Score -9167031 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -9167022 nChanged 31
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	Iteration 227Q: 3 clusters Score -9167035 nChanged 29
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9167032 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19885 members 
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	Iteration 229Q: 3 clusters Score -9167028 nChanged 29
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -9167026 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9167043 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -9167036 nChanged 15
Entering Unmasked Mstep 
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	Iteration 233Q: 3 clusters Score -9167032 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19792 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -9167042 nChanged 16
Entering Unmasked Mstep 
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	Iteration 235Q: 3 clusters Score -9167040 nChanged 15
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	Iteration 236Q: 3 clusters Score -9167049 nChanged 16
Entering Unmasked Mstep 
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	Iteration 237Q: 3 clusters Score -9167036 nChanged 16
Entering Unmasked Mstep 
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	Iteration 238Q: 3 clusters Score -9167041 nChanged 11
Entering Unmasked Mstep 
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	Iteration 239Q: 3 clusters Score -9167045 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -9167039 nChanged 18
Entering Unmasked Mstep 
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	Iteration 241Q: 3 clusters Score -9167048 nChanged 25
Entering Unmasked Mstep 
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	Iteration 242Q: 3 clusters Score -9167047 nChanged 24
Entering Unmasked Mstep 
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	Iteration 243Q: 3 clusters Score -9167038 nChanged 16
Entering Unmasked Mstep 
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	Iteration 244Q: 3 clusters Score -9167046 nChanged 12
Entering Unmasked Mstep 
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	Iteration 245Q: 3 clusters Score -9167047 nChanged 10
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	Iteration 246Q: 3 clusters Score -9167045 nChanged 7
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	Iteration 247Q: 3 clusters Score -9167046 nChanged 10
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	Iteration 248Q: 3 clusters Score -9167051 nChanged 1
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	Iteration 249Q: 3 clusters Score -9167045 nChanged 2
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	Iteration 250Q: 3 clusters Score -9167045 nChanged 1
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	Iteration 251Q: 3 clusters Score -9167047 nChanged 2
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	Iteration 252Q: 3 clusters Score -9167054 nChanged 5
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	Iteration 253Q: 3 clusters Score -9167054 nChanged 8
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	Iteration 254Q: 3 clusters Score -9167051 nChanged 10
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	Iteration 255Q: 3 clusters Score -9167046 nChanged 10
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	Iteration 256Q: 3 clusters Score -9167049 nChanged 8
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	Iteration 257Q: 3 clusters Score -9167052 nChanged 10
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	Iteration 258Q: 3 clusters Score -9167049 nChanged 8
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	Iteration 259Q: 3 clusters Score -9167048 nChanged 15
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	Iteration 260F: 3 clusters Score -9167051 nChanged 16
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	Iteration 261Q: 3 clusters Score -9167053 nChanged 16
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	Iteration 262Q: 3 clusters Score -9167035 nChanged 16
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	Iteration 263Q: 3 clusters Score -9167043 nChanged 19
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	Iteration 264Q: 3 clusters Score -9167046 nChanged 15
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	Iteration 265Q: 3 clusters Score -9167046 nChanged 12
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	Iteration 266Q: 3 clusters Score -9167045 nChanged 8
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	Iteration 267Q: 3 clusters Score -9167052 nChanged 15
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	Iteration 268Q: 3 clusters Score -9167039 nChanged 15
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Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -9167032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -9167041.000000 Penalty: 5359.425781
	Iteration 270Q: 3 clusters Score -9167041 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -9167030.000000 Penalty: 5359.425781
	Iteration 271Q: 3 clusters Score -9167030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -9167041 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -9167029.000000 Penalty: 5359.425781
	Iteration 273Q: 3 clusters Score -9167029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -9167032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -9167033.000000 Penalty: 5359.425781
	Iteration 275Q: 3 clusters Score -9167033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -9167021.000000 Penalty: 5359.425781
	Iteration 276Q: 3 clusters Score -9167021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -9167020.000000 Penalty: 5359.425781
	Iteration 277Q: 3 clusters Score -9167020 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -9167021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -9167006.000000 Penalty: 5359.425781
	Iteration 279Q: 3 clusters Score -9167006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -9166994.000000 Penalty: 5359.425781
	Iteration 280F: 3 clusters Score -9166994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -9166995 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -9166988.000000 Penalty: 5359.425781
	Iteration 282Q: 3 clusters Score -9166988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -9166986 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -9166999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -9167015.000000 Penalty: 5359.425781
	Iteration 285Q: 3 clusters Score -9167015 nChanged 30
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -9167008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -9167005 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -9167001 nChanged 26
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Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -9167012 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -9167009 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -9167010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -9167010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -9167014 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -9167007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -9167005 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -9167004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -9167012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -9167024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -9167011 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -9167021.000000 Penalty: 5359.425781
	Iteration 300F: 3 clusters Score -9167021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -9166997 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -9167006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -9167003.000000 Penalty: 5359.425781
	Iteration 303Q: 3 clusters Score -9167003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -9167006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -9166994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -9166990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -9166998 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -9167011 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 30770 members 
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	Iteration 309Q: 3 clusters Score -9167006 nChanged 40
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -9166998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -9167002 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18412 members 
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Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -9166987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -9166984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -9166982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
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Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -9166970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -9166975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -9166979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
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Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -9166976 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -9166970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -9166964.000000 Penalty: 5359.425781
	Iteration 320F: 3 clusters Score -9166964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -9166960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -9166954 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
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Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -9166949 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -9166955 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 31407 members 
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	Iteration 325Q: 3 clusters Score -9166954 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 31428 members 
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	Iteration 326Q: 3 clusters Score -9166955 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17828 members 
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Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -9166963 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -9166953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -9166959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -9166950 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -9166966 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -9166957 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 31522 members 
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	Iteration 333Q: 3 clusters Score -9166957 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17742 members 
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	Iteration 334Q: 3 clusters Score -9166960 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17726 members 
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	Iteration 335Q: 3 clusters Score -9166953 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -9166944 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -9166952 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17680 members 
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	Iteration 338Q: 3 clusters Score -9166955 nChanged 19
Entering Unmasked Mstep 
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	Iteration 339Q: 3 clusters Score -9166952 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17653 members 
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	Iteration 340F: 3 clusters Score -9166952 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17644 members 
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Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -9166946 nChanged 10
Entering Unmasked Mstep 
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	Iteration 342Q: 3 clusters Score -9166949 nChanged 15
Entering Unmasked Mstep 
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	Iteration 343Q: 3 clusters Score -9166947 nChanged 12
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	Iteration 344Q: 3 clusters Score -9166946 nChanged 19
Entering Unmasked Mstep 
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	Iteration 345Q: 3 clusters Score -9166933 nChanged 24
Entering Unmasked Mstep 
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	Iteration 346Q: 3 clusters Score -9166950 nChanged 25
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	Iteration 347Q: 3 clusters Score -9166952 nChanged 32
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	Iteration 348Q: 3 clusters Score -9166943 nChanged 42
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	Iteration 349Q: 3 clusters Score -9166939 nChanged 43
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	Iteration 350Q: 3 clusters Score -9166953 nChanged 43
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Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -9166930 nChanged 48
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	Iteration 352Q: 3 clusters Score -9166936 nChanged 36
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Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -9166946 nChanged 41
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	Iteration 354Q: 3 clusters Score -9166946 nChanged 49
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	Iteration 355Q: 3 clusters Score -9166933 nChanged 37
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	Iteration 356Q: 3 clusters Score -9166933 nChanged 32
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Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -9166944 nChanged 32
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	Iteration 358Q: 3 clusters Score -9166953 nChanged 27
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	Iteration 359Q: 3 clusters Score -9166947 nChanged 21
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Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -9166926 nChanged 19
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Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -9166916 nChanged 16
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	Iteration 362Q: 3 clusters Score -9166929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -9166935.000000 Penalty: 5359.425781
	Iteration 363Q: 3 clusters Score -9166935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -9166937.000000 Penalty: 5359.425781
	Iteration 364Q: 3 clusters Score -9166937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -9166946.000000 Penalty: 5359.425781
	Iteration 365Q: 3 clusters Score -9166946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -9166941.000000 Penalty: 5359.425781
	Iteration 366Q: 3 clusters Score -9166941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -9166934.000000 Penalty: 5359.425781
	Iteration 367Q: 3 clusters Score -9166934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -9166935.000000 Penalty: 5359.425781
	Iteration 368Q: 3 clusters Score -9166935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -9166937.000000 Penalty: 5359.425781
	Iteration 369Q: 3 clusters Score -9166937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -9166935.000000 Penalty: 5359.425781
	Iteration 370Q: 3 clusters Score -9166935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -9166928.000000 Penalty: 5359.425781
	Iteration 371Q: 3 clusters Score -9166928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -9166936.000000 Penalty: 5359.425781
	Iteration 372Q: 3 clusters Score -9166936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -9166938.000000 Penalty: 5359.425781
	Iteration 373Q: 3 clusters Score -9166938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -9166936.000000 Penalty: 5359.425781
	Iteration 374Q: 3 clusters Score -9166936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -9166928.000000 Penalty: 5359.425781
	Iteration 375Q: 3 clusters Score -9166928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -9166925.000000 Penalty: 5359.425781
	Iteration 376Q: 3 clusters Score -9166925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -9166918.000000 Penalty: 5359.425781
	Iteration 377Q: 3 clusters Score -9166918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -9166923.000000 Penalty: 5359.425781
	Iteration 378Q: 3 clusters Score -9166923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -9166926.000000 Penalty: 5359.425781
	Iteration 379Q: 3 clusters Score -9166926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -9166926.000000 Penalty: 5359.425781
	Iteration 380F: 3 clusters Score -9166926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Entering Unmasked Estep 
Score: -8620285.000000 Penalty: 2665.040771
	Iteration 0F: 2 clusters Score -8620285 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 23317 members 
Entering Unmasked Estep 
Score: -8590458.000000 Penalty: 5330.081543
	Iteration 0F: 3 clusters Score -8590458 nChanged 21476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -8602299.000000 Penalty: 5330.081543
	Iteration 1F: 3 clusters Score -8602299 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -8602780.000000 Penalty: 5330.081543
	Iteration 2Q: 3 clusters Score -8602780 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -8603260.000000 Penalty: 5330.081543
	Iteration 3Q: 3 clusters Score -8603260 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -8603753.000000 Penalty: 5330.081543
	Iteration 4Q: 3 clusters Score -8603753 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -8604451.000000 Penalty: 5330.081543
	Iteration 5Q: 3 clusters Score -8604451 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -8605424.000000 Penalty: 5330.081543
	Iteration 6Q: 3 clusters Score -8605424 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -8606941.000000 Penalty: 5330.081543
	Iteration 7F: 3 clusters Score -8606941 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -8609269.000000 Penalty: 5330.081543
	Iteration 8F: 3 clusters Score -8609269 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -8612215.000000 Penalty: 5330.081543
	Iteration 9F: 3 clusters Score -8612215 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -8615095.000000 Penalty: 5330.081543
	Iteration 10F: 3 clusters Score -8615095 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -8616851.000000 Penalty: 5330.081543
	Iteration 11Q: 3 clusters Score -8616851 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -8617560.000000 Penalty: 5330.081543
	Iteration 12Q: 3 clusters Score -8617560 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -8617812.000000 Penalty: 5330.081543
	Iteration 13Q: 3 clusters Score -8617812 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -8617928.000000 Penalty: 5330.081543
	Iteration 14Q: 3 clusters Score -8617928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -8617973.000000 Penalty: 5330.081543
	Iteration 15Q: 3 clusters Score -8617973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -8617998.000000 Penalty: 5330.081543
	Iteration 16Q: 3 clusters Score -8617998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -8618006.000000 Penalty: 5330.081543
	Iteration 17Q: 3 clusters Score -8618006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -8618015.000000 Penalty: 5330.081543
	Iteration 18Q: 3 clusters Score -8618015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -8618025.000000 Penalty: 5330.081543
	Iteration 19Q: 3 clusters Score -8618025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -8618021.000000 Penalty: 5330.081543
	Iteration 20F: 3 clusters Score -8618021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Entering Unmasked Estep 
Score: -182402.453125 Penalty: 1724.276733
	Iteration 0F: 2 clusters Score -182402.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -180490.718750 Penalty: 3448.553467
	Iteration 0F: 3 clusters Score -180490.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -180928.828125 Penalty: 3448.553467
	Iteration 1F: 3 clusters Score -180928.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -181101.187500 Penalty: 3448.553467
	Iteration 2F: 3 clusters Score -181101.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -181237.750000 Penalty: 3448.553467
	Iteration 3F: 3 clusters Score -181237.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -181352.156250 Penalty: 3448.553467
	Iteration 4Q: 3 clusters Score -181352.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -181445.343750 Penalty: 3448.553467
	Iteration 5Q: 3 clusters Score -181445.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -181531.843750 Penalty: 3448.553467
	Iteration 6Q: 3 clusters Score -181531.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -181613.875000 Penalty: 3448.553467
	Iteration 7Q: 3 clusters Score -181613.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -181688.937500 Penalty: 3448.553467
	Iteration 8Q: 3 clusters Score -181688.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -181748.812500 Penalty: 3448.553467
	Iteration 9Q: 3 clusters Score -181748.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -181793.765625 Penalty: 3448.553467
	Iteration 10Q: 3 clusters Score -181793.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -181853.968750 Penalty: 3448.553467
	Iteration 11Q: 3 clusters Score -181854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -181898.671875 Penalty: 3448.553467
	Iteration 12Q: 3 clusters Score -181898.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -181947.765625 Penalty: 3448.553467
	Iteration 13Q: 3 clusters Score -181947.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -182021.609375 Penalty: 3448.553467
	Iteration 14Q: 3 clusters Score -182021.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182055.609375 Penalty: 3448.553467
	Iteration 15Q: 3 clusters Score -182055.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182065.234375 Penalty: 3448.553467
	Iteration 16Q: 3 clusters Score -182065.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -182070.703125 Penalty: 3448.553467
	Iteration 17Q: 3 clusters Score -182070.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -182075.671875 Penalty: 3448.553467
	Iteration 18Q: 3 clusters Score -182075.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -182078.750000 Penalty: 3448.553467
	Iteration 19Q: 3 clusters Score -182078.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -182092.703125 Penalty: 3448.553467
	Iteration 20F: 3 clusters Score -182092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -182141.687500 Penalty: 3448.553467
	Iteration 21Q: 3 clusters Score -182141.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -182167.578125 Penalty: 3448.553467
	Iteration 22Q: 3 clusters Score -182167.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -182170.968750 Penalty: 3448.553467
	Iteration 23Q: 3 clusters Score -182171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -182170.968750 Penalty: 3448.553467
	Iteration 24F: 3 clusters Score -182171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -84623.867188 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -84623.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -83117.851562 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -83117.85 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83356.445312 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -83356.45 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83494.898438 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -83494.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83709.375000 Penalty: 3123.366211
	Iteration 3F: 3 clusters Score -83709.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -83897.515625 Penalty: 3123.366211
	Iteration 4F: 3 clusters Score -83897.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84011.062500 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -84011.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84056.632812 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -84056.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -84091.484375 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -84091.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -84132.265625 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -84132.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -84160.679688 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -84160.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -84214.875000 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -84214.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84278.390625 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -84278.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84319.937500 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -84319.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -84356.921875 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -84356.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -84380.531250 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -84380.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84382.765625 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -84382.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84382.765625 Penalty: 3123.366211
	Iteration 16F: 3 clusters Score -84382.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Entering Unmasked Estep 
Score: -8650762.000000 Penalty: 2665.754883
	Iteration 0F: 2 clusters Score -8650762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -8621187.000000 Penalty: 5331.509766
	Iteration 0F: 3 clusters Score -8621187 nChanged 21444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -8633256.000000 Penalty: 5331.509766
	Iteration 1F: 3 clusters Score -8633256 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -8634148.000000 Penalty: 5331.509766
	Iteration 2Q: 3 clusters Score -8634148 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -8635328.000000 Penalty: 5331.509766
	Iteration 3F: 3 clusters Score -8635328 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -8636947.000000 Penalty: 5331.509766
	Iteration 4F: 3 clusters Score -8636947 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -8639348.000000 Penalty: 5331.509766
	Iteration 5F: 3 clusters Score -8639348 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -8642418.000000 Penalty: 5331.509766
	Iteration 6F: 3 clusters Score -8642418 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -8644996 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -8646315.000000 Penalty: 5331.509766
	Iteration 8Q: 3 clusters Score -8646315 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8646908 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8647285 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -8647571.000000 Penalty: 5331.509766
	Iteration 11Q: 3 clusters Score -8647571 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -8647785.000000 Penalty: 5331.509766
	Iteration 12Q: 3 clusters Score -8647785 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -8647918.000000 Penalty: 5331.509766
	Iteration 13Q: 3 clusters Score -8647918 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -8647986.000000 Penalty: 5331.509766
	Iteration 14Q: 3 clusters Score -8647986 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8648071 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -8648108.000000 Penalty: 5331.509766
	Iteration 16Q: 3 clusters Score -8648108 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -8648121.000000 Penalty: 5331.509766
	Iteration 17Q: 3 clusters Score -8648121 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -8648154.000000 Penalty: 5331.509766
	Iteration 18Q: 3 clusters Score -8648154 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -8648154.000000 Penalty: 5331.509766
	Iteration 19Q: 3 clusters Score -8648154 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -8648150.000000 Penalty: 5331.509766
	Iteration 20F: 3 clusters Score -8648150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -8648159.000000 Penalty: 5331.509766
	Iteration 21Q: 3 clusters Score -8648159 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -8648186.000000 Penalty: 5331.509766
	Iteration 22Q: 3 clusters Score -8648186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -8648189.000000 Penalty: 5331.509766
	Iteration 23Q: 3 clusters Score -8648189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -8648202.000000 Penalty: 5331.509766
	Iteration 24Q: 3 clusters Score -8648202 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -8648208.000000 Penalty: 5331.509766
	Iteration 25Q: 3 clusters Score -8648208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -8648208.000000 Penalty: 5331.509766
	Iteration 26Q: 3 clusters Score -8648208 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -8648219.000000 Penalty: 5331.509766
	Iteration 27Q: 3 clusters Score -8648219 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -8648226.000000 Penalty: 5331.509766
	Iteration 28Q: 3 clusters Score -8648226 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -8648223.000000 Penalty: 5331.509766
	Iteration 29Q: 3 clusters Score -8648223 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -8648184.000000 Penalty: 5331.509766
	Iteration 30Q: 3 clusters Score -8648184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -8648212.000000 Penalty: 5331.509766
	Iteration 31Q: 3 clusters Score -8648212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -8648217.000000 Penalty: 5331.509766
	Iteration 32Q: 3 clusters Score -8648217 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -8648230.000000 Penalty: 5331.509766
	Iteration 33Q: 3 clusters Score -8648230 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -8648237.000000 Penalty: 5331.509766
	Iteration 34Q: 3 clusters Score -8648237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -8648228.000000 Penalty: 5331.509766
	Iteration 35Q: 3 clusters Score -8648228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -8648232.000000 Penalty: 5331.509766
	Iteration 36Q: 3 clusters Score -8648232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -8648228.000000 Penalty: 5331.509766
	Iteration 37Q: 3 clusters Score -8648228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -8648225.000000 Penalty: 5331.509766
	Iteration 38Q: 3 clusters Score -8648225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -8648230.000000 Penalty: 5331.509766
	Iteration 39Q: 3 clusters Score -8648230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -8648225.000000 Penalty: 5331.509766
	Iteration 40F: 3 clusters Score -8648225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -8648224.000000 Penalty: 5331.509766
	Iteration 41Q: 3 clusters Score -8648224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -8648221.000000 Penalty: 5331.509766
	Iteration 42Q: 3 clusters Score -8648221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -8648213.000000 Penalty: 5331.509766
	Iteration 43Q: 3 clusters Score -8648213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -8648221.000000 Penalty: 5331.509766
	Iteration 44Q: 3 clusters Score -8648221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -8648230.000000 Penalty: 5331.509766
	Iteration 45Q: 3 clusters Score -8648230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -8648232.000000 Penalty: 5331.509766
	Iteration 46Q: 3 clusters Score -8648232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -8648239.000000 Penalty: 5331.509766
	Iteration 47Q: 3 clusters Score -8648239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -8648230.000000 Penalty: 5331.509766
	Iteration 48Q: 3 clusters Score -8648230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -8648239.000000 Penalty: 5331.509766
	Iteration 49Q: 3 clusters Score -8648239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -8648248.000000 Penalty: 5331.509766
	Iteration 50Q: 3 clusters Score -8648248 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -8648255.000000 Penalty: 5331.509766
	Iteration 51Q: 3 clusters Score -8648255 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -8648265.000000 Penalty: 5331.509766
	Iteration 52Q: 3 clusters Score -8648265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -8648268.000000 Penalty: 5331.509766
	Iteration 53Q: 3 clusters Score -8648268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -8648265.000000 Penalty: 5331.509766
	Iteration 54Q: 3 clusters Score -8648265 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -8648270.000000 Penalty: 5331.509766
	Iteration 55Q: 3 clusters Score -8648270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -8648262.000000 Penalty: 5331.509766
	Iteration 56Q: 3 clusters Score -8648262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -8648264.000000 Penalty: 5331.509766
	Iteration 57Q: 3 clusters Score -8648264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -8648262.000000 Penalty: 5331.509766
	Iteration 58Q: 3 clusters Score -8648262 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -8648266.000000 Penalty: 5331.509766
	Iteration 59Q: 3 clusters Score -8648266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -8648267.000000 Penalty: 5331.509766
	Iteration 60F: 3 clusters Score -8648267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -8648294.000000 Penalty: 5331.509766
	Iteration 61Q: 3 clusters Score -8648294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -8648285.000000 Penalty: 5331.509766
	Iteration 62Q: 3 clusters Score -8648285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -8648296.000000 Penalty: 5331.509766
	Iteration 63Q: 3 clusters Score -8648296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -8648284.000000 Penalty: 5331.509766
	Iteration 64Q: 3 clusters Score -8648284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -8648294.000000 Penalty: 5331.509766
	Iteration 65Q: 3 clusters Score -8648294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -8648295.000000 Penalty: 5331.509766
	Iteration 66Q: 3 clusters Score -8648295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -8648303.000000 Penalty: 5331.509766
	Iteration 67Q: 3 clusters Score -8648303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -8648300.000000 Penalty: 5331.509766
	Iteration 68Q: 3 clusters Score -8648300 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -8648308.000000 Penalty: 5331.509766
	Iteration 69Q: 3 clusters Score -8648308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -8648306.000000 Penalty: 5331.509766
	Iteration 70Q: 3 clusters Score -8648306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -8648306.000000 Penalty: 5331.509766
	Iteration 71Q: 3 clusters Score -8648306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -8648306.000000 Penalty: 5331.509766
	Iteration 72Q: 3 clusters Score -8648306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -8648316.000000 Penalty: 5331.509766
	Iteration 73Q: 3 clusters Score -8648316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -8648326.000000 Penalty: 5331.509766
	Iteration 74Q: 3 clusters Score -8648326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -8648317.000000 Penalty: 5331.509766
	Iteration 75Q: 3 clusters Score -8648317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -8648324.000000 Penalty: 5331.509766
	Iteration 76Q: 3 clusters Score -8648324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -8648307.000000 Penalty: 5331.509766
	Iteration 77Q: 3 clusters Score -8648307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -8648301.000000 Penalty: 5331.509766
	Iteration 78Q: 3 clusters Score -8648301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -8648319.000000 Penalty: 5331.509766
	Iteration 79Q: 3 clusters Score -8648319 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -8648318.000000 Penalty: 5331.509766
	Iteration 80F: 3 clusters Score -8648318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8648319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -8648334.000000 Penalty: 5331.509766
	Iteration 82Q: 3 clusters Score -8648334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -8648337.000000 Penalty: 5331.509766
	Iteration 83Q: 3 clusters Score -8648337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -8648325.000000 Penalty: 5331.509766
	Iteration 84Q: 3 clusters Score -8648325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -8648324.000000 Penalty: 5331.509766
	Iteration 85Q: 3 clusters Score -8648324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -8648306.000000 Penalty: 5331.509766
	Iteration 86Q: 3 clusters Score -8648306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -8648307.000000 Penalty: 5331.509766
	Iteration 87Q: 3 clusters Score -8648307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -8648314.000000 Penalty: 5331.509766
	Iteration 88Q: 3 clusters Score -8648314 nChanged 22
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Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -8648322.000000 Penalty: 5331.509766
	Iteration 89Q: 3 clusters Score -8648322 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -8648313.000000 Penalty: 5331.509766
	Iteration 90Q: 3 clusters Score -8648313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -8648317.000000 Penalty: 5331.509766
	Iteration 91Q: 3 clusters Score -8648317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -8648334.000000 Penalty: 5331.509766
	Iteration 92Q: 3 clusters Score -8648334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
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Entering Unmasked Estep 
Score: -8648333.000000 Penalty: 5331.509766
	Iteration 93Q: 3 clusters Score -8648333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -8648326.000000 Penalty: 5331.509766
	Iteration 94Q: 3 clusters Score -8648326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -8648338.000000 Penalty: 5331.509766
	Iteration 95Q: 3 clusters Score -8648338 nChanged 8
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Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -8648329.000000 Penalty: 5331.509766
	Iteration 96Q: 3 clusters Score -8648329 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -8648332.000000 Penalty: 5331.509766
	Iteration 97Q: 3 clusters Score -8648332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -8648340.000000 Penalty: 5331.509766
	Iteration 98Q: 3 clusters Score -8648340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -8648335.000000 Penalty: 5331.509766
	Iteration 99Q: 3 clusters Score -8648335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -8648325.000000 Penalty: 5331.509766
	Iteration 100F: 3 clusters Score -8648325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -8648325.000000 Penalty: 5331.509766
	Iteration 101Q: 3 clusters Score -8648325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -8648337.000000 Penalty: 5331.509766
	Iteration 102Q: 3 clusters Score -8648337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -8648328.000000 Penalty: 5331.509766
	Iteration 103Q: 3 clusters Score -8648328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -8648335.000000 Penalty: 5331.509766
	Iteration 104Q: 3 clusters Score -8648335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -8648335.000000 Penalty: 5331.509766
	Iteration 105Q: 3 clusters Score -8648335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -8648339.000000 Penalty: 5331.509766
	Iteration 106Q: 3 clusters Score -8648339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -8648350.000000 Penalty: 5331.509766
	Iteration 107Q: 3 clusters Score -8648350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -8648343.000000 Penalty: 5331.509766
	Iteration 108Q: 3 clusters Score -8648343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -8648342.000000 Penalty: 5331.509766
	Iteration 109Q: 3 clusters Score -8648342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -8648340.000000 Penalty: 5331.509766
	Iteration 110Q: 3 clusters Score -8648340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -8648348.000000 Penalty: 5331.509766
	Iteration 111Q: 3 clusters Score -8648348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -8648339.000000 Penalty: 5331.509766
	Iteration 112Q: 3 clusters Score -8648339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -8648341.000000 Penalty: 5331.509766
	Iteration 113Q: 3 clusters Score -8648341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -8648343.000000 Penalty: 5331.509766
	Iteration 114Q: 3 clusters Score -8648343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -8648345.000000 Penalty: 5331.509766
	Iteration 115Q: 3 clusters Score -8648345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -8648346.000000 Penalty: 5331.509766
	Iteration 116Q: 3 clusters Score -8648346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -8648342.000000 Penalty: 5331.509766
	Iteration 117Q: 3 clusters Score -8648342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -8648338.000000 Penalty: 5331.509766
	Iteration 118Q: 3 clusters Score -8648338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -8648346.000000 Penalty: 5331.509766
	Iteration 119Q: 3 clusters Score -8648346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -8648345.000000 Penalty: 5331.509766
	Iteration 120F: 3 clusters Score -8648345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -8648351.000000 Penalty: 5331.509766
	Iteration 121Q: 3 clusters Score -8648351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -8648351.000000 Penalty: 5331.509766
	Iteration 122F: 3 clusters Score -8648351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Entering Unmasked Estep 
Score: -7839235.500000 Penalty: 2642.316650
	Iteration 0F: 2 clusters Score -7839236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -7810715.000000 Penalty: 5284.633301
	Iteration 0F: 3 clusters Score -7810715 nChanged 19575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -7821429.500000 Penalty: 5284.633301
	Iteration 1F: 3 clusters Score -7821430 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -7821976.500000 Penalty: 5284.633301
	Iteration 2Q: 3 clusters Score -7821976 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -7822574.500000 Penalty: 5284.633301
	Iteration 3Q: 3 clusters Score -7822574 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -7823537.000000 Penalty: 5284.633301
	Iteration 4Q: 3 clusters Score -7823537 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -7825220.500000 Penalty: 5284.633301
	Iteration 5F: 3 clusters Score -7825220 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -7827837.500000 Penalty: 5284.633301
	Iteration 6F: 3 clusters Score -7827838 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -7831157.000000 Penalty: 5284.633301
	Iteration 7F: 3 clusters Score -7831157 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -7834131.000000 Penalty: 5284.633301
	Iteration 8F: 3 clusters Score -7834131 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -7836074.000000 Penalty: 5284.633301
	Iteration 9Q: 3 clusters Score -7836074 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -7837192.000000 Penalty: 5284.633301
	Iteration 10Q: 3 clusters Score -7837192 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -7837533.000000 Penalty: 5284.633301
	Iteration 11Q: 3 clusters Score -7837533 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -7837641.500000 Penalty: 5284.633301
	Iteration 12Q: 3 clusters Score -7837642 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -7837663.500000 Penalty: 5284.633301
	Iteration 13Q: 3 clusters Score -7837664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -7837694.000000 Penalty: 5284.633301
	Iteration 14Q: 3 clusters Score -7837694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -7837706.500000 Penalty: 5284.633301
	Iteration 15Q: 3 clusters Score -7837706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -7837704.500000 Penalty: 5284.633301
	Iteration 16Q: 3 clusters Score -7837704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -7837711.000000 Penalty: 5284.633301
	Iteration 17Q: 3 clusters Score -7837711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -7837726.000000 Penalty: 5284.633301
	Iteration 18Q: 3 clusters Score -7837726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -7837722.500000 Penalty: 5284.633301
	Iteration 19Q: 3 clusters Score -7837722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -7837729.000000 Penalty: 5284.633301
	Iteration 20F: 3 clusters Score -7837729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -7837722.000000 Penalty: 5284.633301
	Iteration 21Q: 3 clusters Score -7837722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -7837719.500000 Penalty: 5284.633301
	Iteration 22Q: 3 clusters Score -7837720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -7837719.500000 Penalty: 5284.633301
	Iteration 23Q: 3 clusters Score -7837720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -7837717.500000 Penalty: 5284.633301
	Iteration 24Q: 3 clusters Score -7837718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -7837720.500000 Penalty: 5284.633301
	Iteration 25Q: 3 clusters Score -7837720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -7837720.000000 Penalty: 5284.633301
	Iteration 26Q: 3 clusters Score -7837720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -7837720.500000 Penalty: 5284.633301
	Iteration 27Q: 3 clusters Score -7837720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -7837720.500000 Penalty: 5284.633301
	Iteration 28Q: 3 clusters Score -7837720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -7837722.000000 Penalty: 5284.633301
	Iteration 29Q: 3 clusters Score -7837722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -7837731.000000 Penalty: 5284.633301
	Iteration 30Q: 3 clusters Score -7837731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -7837731.500000 Penalty: 5284.633301
	Iteration 31Q: 3 clusters Score -7837732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -7837736.500000 Penalty: 5284.633301
	Iteration 32Q: 3 clusters Score -7837736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -7837734.000000 Penalty: 5284.633301
	Iteration 33Q: 3 clusters Score -7837734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -7837733.500000 Penalty: 5284.633301
	Iteration 34Q: 3 clusters Score -7837734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -7837733.000000 Penalty: 5284.633301
	Iteration 35Q: 3 clusters Score -7837733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -7837725.500000 Penalty: 5284.633301
	Iteration 36Q: 3 clusters Score -7837726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -7837726.000000 Penalty: 5284.633301
	Iteration 37Q: 3 clusters Score -7837726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -7837726.000000 Penalty: 5284.633301
	Iteration 38Q: 3 clusters Score -7837726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -7837726.500000 Penalty: 5284.633301
	Iteration 39Q: 3 clusters Score -7837726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -7837734.500000 Penalty: 5284.633301
	Iteration 40F: 3 clusters Score -7837734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -7837734.000000 Penalty: 5284.633301
	Iteration 41Q: 3 clusters Score -7837734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -7837732.500000 Penalty: 5284.633301
	Iteration 42Q: 3 clusters Score -7837732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -7837734.000000 Penalty: 5284.633301
	Iteration 43Q: 3 clusters Score -7837734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -7837733.000000 Penalty: 5284.633301
	Iteration 44Q: 3 clusters Score -7837733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -7837733.000000 Penalty: 5284.633301
	Iteration 45F: 3 clusters Score -7837733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -19387.011719 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -19387.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18390.914062 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -18390.91 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18532.884766 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -18532.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18568.738281 Penalty: 2724.558594
	Iteration 2Q: 3 clusters Score -18568.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18597.228516 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -18597.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18597.228516 Penalty: 2724.558594
	Iteration 4F: 3 clusters Score -18597.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -118591.078125 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -118591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116960.601562 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -116960.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117497.070312 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -117497.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117719.710938 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -117719.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117850.054688 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -117850.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117946.335938 Penalty: 3369.559082
	Iteration 4Q: 3 clusters Score -117946.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118013.726562 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -118013.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118085.437500 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -118085.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -118131.078125 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -118131.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118180.867188 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -118180.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118200.796875 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -118200.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -118224.460938 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -118224.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -118306.171875 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -118306.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118417.070312 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -118417.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118494.125000 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -118494.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118584.023438 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -118584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -118644.179688 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -118644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -118672.570312 Penalty: 3369.559082
	Iteration 16Q: 3 clusters Score -118672.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -118737.335938 Penalty: 3369.559082
	Iteration 17Q: 3 clusters Score -118737.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -118764.421875 Penalty: 3369.559082
	Iteration 18Q: 3 clusters Score -118764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -118781.484375 Penalty: 3369.559082
	Iteration 19Q: 3 clusters Score -118781.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -118826.445312 Penalty: 3369.559082
	Iteration 20F: 3 clusters Score -118826.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -118879.937500 Penalty: 3369.559082
	Iteration 21Q: 3 clusters Score -118879.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -118939.203125 Penalty: 3369.559082
	Iteration 22Q: 3 clusters Score -118939.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -118975.835938 Penalty: 3369.559082
	Iteration 23Q: 3 clusters Score -118975.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -118998.820312 Penalty: 3369.559082
	Iteration 24Q: 3 clusters Score -118998.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -119014.421875 Penalty: 3369.559082
	Iteration 25Q: 3 clusters Score -119014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -119032.773438 Penalty: 3369.559082
	Iteration 26Q: 3 clusters Score -119032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -119043.476562 Penalty: 3369.559082
	Iteration 27Q: 3 clusters Score -119043.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -119062.117188 Penalty: 3369.559082
	Iteration 28Q: 3 clusters Score -119062.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -119079.718750 Penalty: 3369.559082
	Iteration 29Q: 3 clusters Score -119079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -119095.312500 Penalty: 3369.559082
	Iteration 30Q: 3 clusters Score -119095.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -119119.335938 Penalty: 3369.559082
	Iteration 31Q: 3 clusters Score -119119.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -119136.882812 Penalty: 3369.559082
	Iteration 32Q: 3 clusters Score -119136.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -119175.289062 Penalty: 3369.559082
	Iteration 33Q: 3 clusters Score -119175.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -119196.703125 Penalty: 3369.559082
	Iteration 34Q: 3 clusters Score -119196.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -119210.765625 Penalty: 3369.559082
	Iteration 35Q: 3 clusters Score -119210.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -119217.710938 Penalty: 3369.559082
	Iteration 36Q: 3 clusters Score -119217.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -119223.023438 Penalty: 3369.559082
	Iteration 37Q: 3 clusters Score -119223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -119225.937500 Penalty: 3369.559082
	Iteration 38Q: 3 clusters Score -119225.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -119232.453125 Penalty: 3369.559082
	Iteration 39F: 3 clusters Score -119232.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -119247.710938 Penalty: 3369.559082
	Iteration 40F: 3 clusters Score -119247.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -119250.851562 Penalty: 3369.559082
	Iteration 41Q: 3 clusters Score -119250.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -119253.281250 Penalty: 3369.559082
	Iteration 42Q: 3 clusters Score -119253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -119253.281250 Penalty: 3369.559082
	Iteration 43F: 3 clusters Score -119253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 40625 members 
Mstep: Class 3 contains 39928 members 
Mstep: Class 4 contains 46937 members 
Mstep: Class 5 contains 49324 members 
Mstep: Class 6 contains 49281 members 
Mstep: Class 7 contains 46450 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46584 members 
Mstep: Class 11 contains 42383 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 546 members 
Mstep: Class 14 contains 41139 members 
Mstep: Class 15 contains 40599 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 45660 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37202 members 
Mstep: Class 21 contains 28910 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43842 members 
Mstep: Class 24 contains 40192 members 
Mstep: Class 25 contains 346 members 
Entering Unmasked Estep 
Score: -126944848.000000 Penalty: 83433.343750
Splitting cluster 13 changes total score from -126945848.000000 to -126944848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (41139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Entering Unmasked Estep 
Score: -7608563.000000 Penalty: 2634.928467
	Iteration 0F: 2 clusters Score -7608563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -7580900.500000 Penalty: 5269.856934
	Iteration 0F: 3 clusters Score -7580900 nChanged 18801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -7591469.500000 Penalty: 5269.856934
	Iteration 1F: 3 clusters Score -7591470 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -7592541.500000 Penalty: 5269.856934
	Iteration 2Q: 3 clusters Score -7592542 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -7594238.500000 Penalty: 5269.856934
	Iteration 3F: 3 clusters Score -7594238 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -7596528.500000 Penalty: 5269.856934
	Iteration 4F: 3 clusters Score -7596528 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -7599509.500000 Penalty: 5269.856934
	Iteration 5F: 3 clusters Score -7599510 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -7602817.000000 Penalty: 5269.856934
	Iteration 6F: 3 clusters Score -7602817 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -7605392.500000 Penalty: 5269.856934
	Iteration 7F: 3 clusters Score -7605392 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -7606456.500000 Penalty: 5269.856934
	Iteration 8Q: 3 clusters Score -7606456 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32276 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -7606778.000000 Penalty: 5269.856934
	Iteration 9Q: 3 clusters Score -7606778 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -7606913.500000 Penalty: 5269.856934
	Iteration 10Q: 3 clusters Score -7606914 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -7606978.000000 Penalty: 5269.856934
	Iteration 11Q: 3 clusters Score -7606978 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -7607049.500000 Penalty: 5269.856934
	Iteration 12Q: 3 clusters Score -7607050 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -7607069.500000 Penalty: 5269.856934
	Iteration 13Q: 3 clusters Score -7607070 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -7607092.500000 Penalty: 5269.856934
	Iteration 14Q: 3 clusters Score -7607092 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -7607118.000000 Penalty: 5269.856934
	Iteration 15Q: 3 clusters Score -7607118 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -7607133.500000 Penalty: 5269.856934
	Iteration 16Q: 3 clusters Score -7607134 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33540 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -7607126.500000 Penalty: 5269.856934
	Iteration 17Q: 3 clusters Score -7607126 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -7607145.500000 Penalty: 5269.856934
	Iteration 18Q: 3 clusters Score -7607146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -7607134.500000 Penalty: 5269.856934
	Iteration 19Q: 3 clusters Score -7607134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -7607126.000000 Penalty: 5269.856934
	Iteration 20F: 3 clusters Score -7607126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -7607135.500000 Penalty: 5269.856934
	Iteration 21Q: 3 clusters Score -7607136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -7607157.500000 Penalty: 5269.856934
	Iteration 22Q: 3 clusters Score -7607158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -7607137.000000 Penalty: 5269.856934
	Iteration 23Q: 3 clusters Score -7607137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -7607146.500000 Penalty: 5269.856934
	Iteration 24Q: 3 clusters Score -7607146 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -7607142.500000 Penalty: 5269.856934
	Iteration 25Q: 3 clusters Score -7607142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -7607162.500000 Penalty: 5269.856934
	Iteration 26Q: 3 clusters Score -7607162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -7607158.000000 Penalty: 5269.856934
	Iteration 27Q: 3 clusters Score -7607158 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -7607158.000000 Penalty: 5269.856934
	Iteration 28Q: 3 clusters Score -7607158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -7607166.500000 Penalty: 5269.856934
	Iteration 29Q: 3 clusters Score -7607166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -7607163.500000 Penalty: 5269.856934
	Iteration 30Q: 3 clusters Score -7607164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -7607175.000000 Penalty: 5269.856934
	Iteration 31Q: 3 clusters Score -7607175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -7607175.500000 Penalty: 5269.856934
	Iteration 32Q: 3 clusters Score -7607176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -7607187.000000 Penalty: 5269.856934
	Iteration 33Q: 3 clusters Score -7607187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -7607190.500000 Penalty: 5269.856934
	Iteration 34Q: 3 clusters Score -7607190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -7607210.500000 Penalty: 5269.856934
	Iteration 35Q: 3 clusters Score -7607210 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -7607223.500000 Penalty: 5269.856934
	Iteration 36Q: 3 clusters Score -7607224 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -7607220.500000 Penalty: 5269.856934
	Iteration 37Q: 3 clusters Score -7607220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -7607226.500000 Penalty: 5269.856934
	Iteration 38Q: 3 clusters Score -7607226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -7607231.000000 Penalty: 5269.856934
	Iteration 39Q: 3 clusters Score -7607231 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -7607250.000000 Penalty: 5269.856934
	Iteration 40F: 3 clusters Score -7607250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -7607253.000000 Penalty: 5269.856934
	Iteration 41Q: 3 clusters Score -7607253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -7607252.500000 Penalty: 5269.856934
	Iteration 42Q: 3 clusters Score -7607252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -7607236.000000 Penalty: 5269.856934
	Iteration 43Q: 3 clusters Score -7607236 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -7607235.500000 Penalty: 5269.856934
	Iteration 44Q: 3 clusters Score -7607236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -7607247.500000 Penalty: 5269.856934
	Iteration 45Q: 3 clusters Score -7607248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -7607234.500000 Penalty: 5269.856934
	Iteration 46Q: 3 clusters Score -7607234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -7607251.500000 Penalty: 5269.856934
	Iteration 47Q: 3 clusters Score -7607252 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -7607236.500000 Penalty: 5269.856934
	Iteration 48Q: 3 clusters Score -7607236 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -7607233.500000 Penalty: 5269.856934
	Iteration 49Q: 3 clusters Score -7607234 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -7607228.500000 Penalty: 5269.856934
	Iteration 50Q: 3 clusters Score -7607228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -7607228.500000 Penalty: 5269.856934
	Iteration 51Q: 3 clusters Score -7607228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -7607234.500000 Penalty: 5269.856934
	Iteration 52Q: 3 clusters Score -7607234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -7607238.000000 Penalty: 5269.856934
	Iteration 53Q: 3 clusters Score -7607238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -7607244.000000 Penalty: 5269.856934
	Iteration 54Q: 3 clusters Score -7607244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -7607239.000000 Penalty: 5269.856934
	Iteration 55Q: 3 clusters Score -7607239 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -7607236.000000 Penalty: 5269.856934
	Iteration 56Q: 3 clusters Score -7607236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -7607246.500000 Penalty: 5269.856934
	Iteration 57Q: 3 clusters Score -7607246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -7607255.500000 Penalty: 5269.856934
	Iteration 58Q: 3 clusters Score -7607256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -7607257.000000 Penalty: 5269.856934
	Iteration 59Q: 3 clusters Score -7607257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -7607249.500000 Penalty: 5269.856934
	Iteration 60F: 3 clusters Score -7607250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -7607256.500000 Penalty: 5269.856934
	Iteration 61Q: 3 clusters Score -7607256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -7607253.000000 Penalty: 5269.856934
	Iteration 62Q: 3 clusters Score -7607253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -7607255.000000 Penalty: 5269.856934
	Iteration 63Q: 3 clusters Score -7607255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -7607249.000000 Penalty: 5269.856934
	Iteration 64Q: 3 clusters Score -7607249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -7607252.000000 Penalty: 5269.856934
	Iteration 65Q: 3 clusters Score -7607252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -7607242.500000 Penalty: 5269.856934
	Iteration 66Q: 3 clusters Score -7607242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -7607239.500000 Penalty: 5269.856934
	Iteration 67Q: 3 clusters Score -7607240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -7607245.500000 Penalty: 5269.856934
	Iteration 68Q: 3 clusters Score -7607246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -7607245.000000 Penalty: 5269.856934
	Iteration 69Q: 3 clusters Score -7607245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -7607241.000000 Penalty: 5269.856934
	Iteration 70Q: 3 clusters Score -7607241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -7607248.000000 Penalty: 5269.856934
	Iteration 71Q: 3 clusters Score -7607248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -7607242.000000 Penalty: 5269.856934
	Iteration 72Q: 3 clusters Score -7607242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -7607230.500000 Penalty: 5269.856934
	Iteration 73Q: 3 clusters Score -7607230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -7607241.500000 Penalty: 5269.856934
	Iteration 74Q: 3 clusters Score -7607242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -7607251.500000 Penalty: 5269.856934
	Iteration 75Q: 3 clusters Score -7607252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -7607256.500000 Penalty: 5269.856934
	Iteration 76Q: 3 clusters Score -7607256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -7607250.500000 Penalty: 5269.856934
	Iteration 77Q: 3 clusters Score -7607250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -7607252.500000 Penalty: 5269.856934
	Iteration 78Q: 3 clusters Score -7607252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -7607246.000000 Penalty: 5269.856934
	Iteration 79Q: 3 clusters Score -7607246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -7607249.000000 Penalty: 5269.856934
	Iteration 80F: 3 clusters Score -7607249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -7607247.000000 Penalty: 5269.856934
	Iteration 81Q: 3 clusters Score -7607247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -7607250.500000 Penalty: 5269.856934
	Iteration 82Q: 3 clusters Score -7607250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -7607247.000000 Penalty: 5269.856934
	Iteration 83Q: 3 clusters Score -7607247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -7607241.500000 Penalty: 5269.856934
	Iteration 84Q: 3 clusters Score -7607242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -7607243.000000 Penalty: 5269.856934
	Iteration 85Q: 3 clusters Score -7607243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -7607246.500000 Penalty: 5269.856934
	Iteration 86Q: 3 clusters Score -7607246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -7607246.500000 Penalty: 5269.856934
	Iteration 87Q: 3 clusters Score -7607246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -7607240.500000 Penalty: 5269.856934
	Iteration 88Q: 3 clusters Score -7607240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -7607246.500000 Penalty: 5269.856934
	Iteration 89Q: 3 clusters Score -7607246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -7607246.000000 Penalty: 5269.856934
	Iteration 90Q: 3 clusters Score -7607246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -7607240.500000 Penalty: 5269.856934
	Iteration 91Q: 3 clusters Score -7607240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -7607240.500000 Penalty: 5269.856934
	Iteration 92F: 3 clusters Score -7607240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Entering Unmasked Estep 
Score: -7506028.000000 Penalty: 2631.651611
	Iteration 0F: 2 clusters Score -7506028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -7478949.000000 Penalty: 5263.303223
	Iteration 0F: 3 clusters Score -7478949 nChanged 18593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -7489021.500000 Penalty: 5263.303223
	Iteration 1F: 3 clusters Score -7489022 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -7489638.500000 Penalty: 5263.303223
	Iteration 2Q: 3 clusters Score -7489638 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -7490206.000000 Penalty: 5263.303223
	Iteration 3Q: 3 clusters Score -7490206 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -7490961.000000 Penalty: 5263.303223
	Iteration 4Q: 3 clusters Score -7490961 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -7492024.500000 Penalty: 5263.303223
	Iteration 5F: 3 clusters Score -7492024 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -7493570.000000 Penalty: 5263.303223
	Iteration 6F: 3 clusters Score -7493570 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -7495860.500000 Penalty: 5263.303223
	Iteration 7F: 3 clusters Score -7495860 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -7498504.000000 Penalty: 5263.303223
	Iteration 8F: 3 clusters Score -7498504 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -7500747.000000 Penalty: 5263.303223
	Iteration 9F: 3 clusters Score -7500747 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -7502161.500000 Penalty: 5263.303223
	Iteration 10Q: 3 clusters Score -7502162 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -7503013.500000 Penalty: 5263.303223
	Iteration 11Q: 3 clusters Score -7503014 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -7503458.000000 Penalty: 5263.303223
	Iteration 12Q: 3 clusters Score -7503458 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -7503746.000000 Penalty: 5263.303223
	Iteration 13Q: 3 clusters Score -7503746 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -7503934.500000 Penalty: 5263.303223
	Iteration 14Q: 3 clusters Score -7503934 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -7504058.500000 Penalty: 5263.303223
	Iteration 15Q: 3 clusters Score -7504058 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -7504144.500000 Penalty: 5263.303223
	Iteration 16Q: 3 clusters Score -7504144 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -7504214.000000 Penalty: 5263.303223
	Iteration 17Q: 3 clusters Score -7504214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -7504265.500000 Penalty: 5263.303223
	Iteration 18Q: 3 clusters Score -7504266 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7504320.500000 Penalty: 5263.303223
	Iteration 19Q: 3 clusters Score -7504320 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -7504361.000000 Penalty: 5263.303223
	Iteration 20F: 3 clusters Score -7504361 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -7504402.500000 Penalty: 5263.303223
	Iteration 21Q: 3 clusters Score -7504402 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -7504405.500000 Penalty: 5263.303223
	Iteration 22Q: 3 clusters Score -7504406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -7504403.500000 Penalty: 5263.303223
	Iteration 23Q: 3 clusters Score -7504404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -7504410.500000 Penalty: 5263.303223
	Iteration 24Q: 3 clusters Score -7504410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -7504412.000000 Penalty: 5263.303223
	Iteration 25Q: 3 clusters Score -7504412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -7504421.000000 Penalty: 5263.303223
	Iteration 26Q: 3 clusters Score -7504421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -7504435.500000 Penalty: 5263.303223
	Iteration 27Q: 3 clusters Score -7504436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -7504439.500000 Penalty: 5263.303223
	Iteration 28Q: 3 clusters Score -7504440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -7504451.500000 Penalty: 5263.303223
	Iteration 29Q: 3 clusters Score -7504452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -7504460.500000 Penalty: 5263.303223
	Iteration 30Q: 3 clusters Score -7504460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -7504457.500000 Penalty: 5263.303223
	Iteration 31Q: 3 clusters Score -7504458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -7504476.500000 Penalty: 5263.303223
	Iteration 32Q: 3 clusters Score -7504476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -7504482.500000 Penalty: 5263.303223
	Iteration 33Q: 3 clusters Score -7504482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -7504476.000000 Penalty: 5263.303223
	Iteration 34Q: 3 clusters Score -7504476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -7504488.500000 Penalty: 5263.303223
	Iteration 35Q: 3 clusters Score -7504488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -7504485.000000 Penalty: 5263.303223
	Iteration 36Q: 3 clusters Score -7504485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -7504490.500000 Penalty: 5263.303223
	Iteration 37Q: 3 clusters Score -7504490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -7504485.500000 Penalty: 5263.303223
	Iteration 38Q: 3 clusters Score -7504486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -7504487.500000 Penalty: 5263.303223
	Iteration 39Q: 3 clusters Score -7504488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -7504486.500000 Penalty: 5263.303223
	Iteration 40F: 3 clusters Score -7504486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -7504490.000000 Penalty: 5263.303223
	Iteration 41Q: 3 clusters Score -7504490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -7504487.000000 Penalty: 5263.303223
	Iteration 42Q: 3 clusters Score -7504487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -7504489.000000 Penalty: 5263.303223
	Iteration 43Q: 3 clusters Score -7504489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -7504496.000000 Penalty: 5263.303223
	Iteration 44Q: 3 clusters Score -7504496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -7504495.500000 Penalty: 5263.303223
	Iteration 45Q: 3 clusters Score -7504496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -7504496.500000 Penalty: 5263.303223
	Iteration 46Q: 3 clusters Score -7504496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -7504495.500000 Penalty: 5263.303223
	Iteration 47Q: 3 clusters Score -7504496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -7504499.500000 Penalty: 5263.303223
	Iteration 48Q: 3 clusters Score -7504500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -7504504.500000 Penalty: 5263.303223
	Iteration 49Q: 3 clusters Score -7504504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -7504499.000000 Penalty: 5263.303223
	Iteration 50Q: 3 clusters Score -7504499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -7504501.500000 Penalty: 5263.303223
	Iteration 51Q: 3 clusters Score -7504502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -7504502.500000 Penalty: 5263.303223
	Iteration 52Q: 3 clusters Score -7504502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -7504499.000000 Penalty: 5263.303223
	Iteration 53Q: 3 clusters Score -7504499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -7504499.000000 Penalty: 5263.303223
	Iteration 54F: 3 clusters Score -7504499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -637874.875000 Penalty: 2022.173340
	Iteration 0F: 2 clusters Score -637874.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -634304.437500 Penalty: 4044.346680
	Iteration 0F: 3 clusters Score -634304.4 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -635056.562500 Penalty: 4044.346680
	Iteration 1F: 3 clusters Score -635056.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -635227.750000 Penalty: 4044.346680
	Iteration 2F: 3 clusters Score -635227.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -635327.937500 Penalty: 4044.346680
	Iteration 3Q: 3 clusters Score -635327.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -635386.750000 Penalty: 4044.346680
	Iteration 4Q: 3 clusters Score -635386.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -635423.875000 Penalty: 4044.346680
	Iteration 5Q: 3 clusters Score -635423.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -635445.187500 Penalty: 4044.346680
	Iteration 6Q: 3 clusters Score -635445.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -635465.437500 Penalty: 4044.346680
	Iteration 7Q: 3 clusters Score -635465.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -635475.875000 Penalty: 4044.346680
	Iteration 8Q: 3 clusters Score -635475.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -635486.000000 Penalty: 4044.346680
	Iteration 9Q: 3 clusters Score -635486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -635493.000000 Penalty: 4044.346680
	Iteration 10Q: 3 clusters Score -635493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -635500.875000 Penalty: 4044.346680
	Iteration 11Q: 3 clusters Score -635500.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -635507.562500 Penalty: 4044.346680
	Iteration 12Q: 3 clusters Score -635507.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -635513.937500 Penalty: 4044.346680
	Iteration 13Q: 3 clusters Score -635513.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -635520.500000 Penalty: 4044.346680
	Iteration 14Q: 3 clusters Score -635520.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -635522.375000 Penalty: 4044.346680
	Iteration 15Q: 3 clusters Score -635522.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -635523.750000 Penalty: 4044.346680
	Iteration 16Q: 3 clusters Score -635523.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -635526.875000 Penalty: 4044.346680
	Iteration 17Q: 3 clusters Score -635526.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -635529.312500 Penalty: 4044.346680
	Iteration 18Q: 3 clusters Score -635529.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -635535.625000 Penalty: 4044.346680
	Iteration 19Q: 3 clusters Score -635535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -635539.062500 Penalty: 4044.346680
	Iteration 20F: 3 clusters Score -635539.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -635541.812500 Penalty: 4044.346680
	Iteration 21Q: 3 clusters Score -635541.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -635543.562500 Penalty: 4044.346680
	Iteration 22Q: 3 clusters Score -635543.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -635545.312500 Penalty: 4044.346680
	Iteration 23Q: 3 clusters Score -635545.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -635546.625000 Penalty: 4044.346680
	Iteration 24Q: 3 clusters Score -635546.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -635547.937500 Penalty: 4044.346680
	Iteration 25Q: 3 clusters Score -635547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -635549.625000 Penalty: 4044.346680
	Iteration 26Q: 3 clusters Score -635549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -635550.750000 Penalty: 4044.346680
	Iteration 27Q: 3 clusters Score -635550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -635552.937500 Penalty: 4044.346680
	Iteration 28Q: 3 clusters Score -635552.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -635553.812500 Penalty: 4044.346680
	Iteration 29Q: 3 clusters Score -635553.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -635555.375000 Penalty: 4044.346680
	Iteration 30Q: 3 clusters Score -635555.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -635555.687500 Penalty: 4044.346680
	Iteration 31Q: 3 clusters Score -635555.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -635556.625000 Penalty: 4044.346680
	Iteration 32Q: 3 clusters Score -635556.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -635555.875000 Penalty: 4044.346680
	Iteration 33Q: 3 clusters Score -635555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -635555.875000 Penalty: 4044.346680
	Iteration 34F: 3 clusters Score -635555.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Entering Unmasked Estep 
Score: -8497247.000000 Penalty: 2660.786621
	Iteration 0F: 2 clusters Score -8497247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -8467633.000000 Penalty: 5321.573242
	Iteration 0F: 3 clusters Score -8467633 nChanged 20947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -8479293.000000 Penalty: 5321.573242
	Iteration 1F: 3 clusters Score -8479293 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -8479794.000000 Penalty: 5321.573242
	Iteration 2Q: 3 clusters Score -8479794 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -8480228.000000 Penalty: 5321.573242
	Iteration 3Q: 3 clusters Score -8480228 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -8480731.000000 Penalty: 5321.573242
	Iteration 4Q: 3 clusters Score -8480731 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -8481259.000000 Penalty: 5321.573242
	Iteration 5Q: 3 clusters Score -8481259 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -8481860.000000 Penalty: 5321.573242
	Iteration 6Q: 3 clusters Score -8481860 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -8482804.000000 Penalty: 5321.573242
	Iteration 7Q: 3 clusters Score -8482804 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -8484173.000000 Penalty: 5321.573242
	Iteration 8F: 3 clusters Score -8484173 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -8486012.000000 Penalty: 5321.573242
	Iteration 9F: 3 clusters Score -8486012 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -8488234.000000 Penalty: 5321.573242
	Iteration 10F: 3 clusters Score -8488234 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -8490446.000000 Penalty: 5321.573242
	Iteration 11F: 3 clusters Score -8490446 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -8492241.000000 Penalty: 5321.573242
	Iteration 12Q: 3 clusters Score -8492241 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8493455.000000 Penalty: 5321.573242
	Iteration 13Q: 3 clusters Score -8493455 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8494143.000000 Penalty: 5321.573242
	Iteration 14Q: 3 clusters Score -8494143 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8494447.000000 Penalty: 5321.573242
	Iteration 15Q: 3 clusters Score -8494447 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8494660.000000 Penalty: 5321.573242
	Iteration 16Q: 3 clusters Score -8494660 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8494822.000000 Penalty: 5321.573242
	Iteration 17Q: 3 clusters Score -8494822 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8494899.000000 Penalty: 5321.573242
	Iteration 18Q: 3 clusters Score -8494899 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8494943.000000 Penalty: 5321.573242
	Iteration 19Q: 3 clusters Score -8494943 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8494986.000000 Penalty: 5321.573242
	Iteration 20F: 3 clusters Score -8494986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8495021.000000 Penalty: 5321.573242
	Iteration 21Q: 3 clusters Score -8495021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8495023.000000 Penalty: 5321.573242
	Iteration 22Q: 3 clusters Score -8495023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8495029.000000 Penalty: 5321.573242
	Iteration 23Q: 3 clusters Score -8495029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8495025.000000 Penalty: 5321.573242
	Iteration 24Q: 3 clusters Score -8495025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8495038.000000 Penalty: 5321.573242
	Iteration 25Q: 3 clusters Score -8495038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8495042.000000 Penalty: 5321.573242
	Iteration 26Q: 3 clusters Score -8495042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8495044.000000 Penalty: 5321.573242
	Iteration 27Q: 3 clusters Score -8495044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8495048.000000 Penalty: 5321.573242
	Iteration 28Q: 3 clusters Score -8495048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8495047.000000 Penalty: 5321.573242
	Iteration 29Q: 3 clusters Score -8495047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8495051.000000 Penalty: 5321.573242
	Iteration 30Q: 3 clusters Score -8495051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8495042.000000 Penalty: 5321.573242
	Iteration 31Q: 3 clusters Score -8495042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8495045.000000 Penalty: 5321.573242
	Iteration 32Q: 3 clusters Score -8495045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8495050.000000 Penalty: 5321.573242
	Iteration 33Q: 3 clusters Score -8495050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8495050.000000 Penalty: 5321.573242
	Iteration 34F: 3 clusters Score -8495050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -420506.968750 Penalty: 1935.454346
	Iteration 0F: 2 clusters Score -420507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -417556.031250 Penalty: 3870.908691
	Iteration 0F: 3 clusters Score -417556 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -418159.343750 Penalty: 3870.908691
	Iteration 1F: 3 clusters Score -418159.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -418393.718750 Penalty: 3870.908691
	Iteration 2F: 3 clusters Score -418393.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -418625.968750 Penalty: 3870.908691
	Iteration 3F: 3 clusters Score -418626 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -418876.500000 Penalty: 3870.908691
	Iteration 4F: 3 clusters Score -418876.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -419111.906250 Penalty: 3870.908691
	Iteration 5F: 3 clusters Score -419111.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -419305.937500 Penalty: 3870.908691
	Iteration 6F: 3 clusters Score -419305.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -419420.625000 Penalty: 3870.908691
	Iteration 7Q: 3 clusters Score -419420.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -419482.031250 Penalty: 3870.908691
	Iteration 8Q: 3 clusters Score -419482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -419528.093750 Penalty: 3870.908691
	Iteration 9Q: 3 clusters Score -419528.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -419551.093750 Penalty: 3870.908691
	Iteration 10Q: 3 clusters Score -419551.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -419560.281250 Penalty: 3870.908691
	Iteration 11Q: 3 clusters Score -419560.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -419566.437500 Penalty: 3870.908691
	Iteration 12Q: 3 clusters Score -419566.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -419571.406250 Penalty: 3870.908691
	Iteration 13Q: 3 clusters Score -419571.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -419574.031250 Penalty: 3870.908691
	Iteration 14Q: 3 clusters Score -419574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -419578.156250 Penalty: 3870.908691
	Iteration 15Q: 3 clusters Score -419578.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -419585.187500 Penalty: 3870.908691
	Iteration 16Q: 3 clusters Score -419585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -419589.750000 Penalty: 3870.908691
	Iteration 17Q: 3 clusters Score -419589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -419593.187500 Penalty: 3870.908691
	Iteration 18Q: 3 clusters Score -419593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -419595.906250 Penalty: 3870.908691
	Iteration 19Q: 3 clusters Score -419595.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -419602.437500 Penalty: 3870.908691
	Iteration 20F: 3 clusters Score -419602.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -419610.000000 Penalty: 3870.908691
	Iteration 21Q: 3 clusters Score -419610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -419615.906250 Penalty: 3870.908691
	Iteration 22Q: 3 clusters Score -419615.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -419618.093750 Penalty: 3870.908691
	Iteration 23Q: 3 clusters Score -419618.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -419621.562500 Penalty: 3870.908691
	Iteration 24Q: 3 clusters Score -419621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -419624.468750 Penalty: 3870.908691
	Iteration 25Q: 3 clusters Score -419624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -419624.968750 Penalty: 3870.908691
	Iteration 26Q: 3 clusters Score -419625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -419625.531250 Penalty: 3870.908691
	Iteration 27Q: 3 clusters Score -419625.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -419626.031250 Penalty: 3870.908691
	Iteration 28Q: 3 clusters Score -419626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -419626.031250 Penalty: 3870.908691
	Iteration 29F: 3 clusters Score -419626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -56304.363281 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -56304.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54817.179688 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -54817.18 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55148.281250 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -55148.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55281.910156 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -55281.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -55370.589844 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -55370.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55456.718750 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -55456.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55544.066406 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -55544.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55564.906250 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -55564.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55581.695312 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -55581.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55621.453125 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -55621.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55644.414062 Penalty: 3090.318848
	Iteration 9Q: 3 clusters Score -55644.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55657.824219 Penalty: 3090.318848
	Iteration 10Q: 3 clusters Score -55657.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55674.828125 Penalty: 3090.318848
	Iteration 11Q: 3 clusters Score -55674.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55687.441406 Penalty: 3090.318848
	Iteration 12Q: 3 clusters Score -55687.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55703.320312 Penalty: 3090.318848
	Iteration 13Q: 3 clusters Score -55703.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55721.429688 Penalty: 3090.318848
	Iteration 14Q: 3 clusters Score -55721.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55737.707031 Penalty: 3090.318848
	Iteration 15Q: 3 clusters Score -55737.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55745.925781 Penalty: 3090.318848
	Iteration 16Q: 3 clusters Score -55745.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55752.015625 Penalty: 3090.318848
	Iteration 17Q: 3 clusters Score -55752.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55758.878906 Penalty: 3090.318848
	Iteration 18Q: 3 clusters Score -55758.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55761.425781 Penalty: 3090.318848
	Iteration 19Q: 3 clusters Score -55761.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -55761.644531 Penalty: 3090.318848
	Iteration 20F: 3 clusters Score -55761.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -55772.820312 Penalty: 3090.318848
	Iteration 21Q: 3 clusters Score -55772.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55786.382812 Penalty: 3090.318848
	Iteration 22Q: 3 clusters Score -55786.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55797.503906 Penalty: 3090.318848
	Iteration 23Q: 3 clusters Score -55797.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -55804.035156 Penalty: 3090.318848
	Iteration 24Q: 3 clusters Score -55804.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55811.496094 Penalty: 3090.318848
	Iteration 25Q: 3 clusters Score -55811.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -55811.496094 Penalty: 3090.318848
	Iteration 26F: 3 clusters Score -55811.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (37202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Entering Unmasked Estep 
Score: -6864877.500000 Penalty: 2609.981201
	Iteration 0F: 2 clusters Score -6864878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -6839612.000000 Penalty: 5219.962402
	Iteration 0F: 3 clusters Score -6839612 nChanged 16957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -6848900.500000 Penalty: 5219.962402
	Iteration 1F: 3 clusters Score -6848900 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -6849499.500000 Penalty: 5219.962402
	Iteration 2Q: 3 clusters Score -6849500 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -6850190.500000 Penalty: 5219.962402
	Iteration 3Q: 3 clusters Score -6850190 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -6851032.000000 Penalty: 5219.962402
	Iteration 4Q: 3 clusters Score -6851032 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -6852087.500000 Penalty: 5219.962402
	Iteration 5Q: 3 clusters Score -6852088 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -6853303.000000 Penalty: 5219.962402
	Iteration 6Q: 3 clusters Score -6853303 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -6854640.500000 Penalty: 5219.962402
	Iteration 7Q: 3 clusters Score -6854640 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -6855961.500000 Penalty: 5219.962402
	Iteration 8Q: 3 clusters Score -6855962 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -6857179.000000 Penalty: 5219.962402
	Iteration 9Q: 3 clusters Score -6857179 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -6858191.500000 Penalty: 5219.962402
	Iteration 10Q: 3 clusters Score -6858192 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -6858914.500000 Penalty: 5219.962402
	Iteration 11Q: 3 clusters Score -6858914 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -6859506.000000 Penalty: 5219.962402
	Iteration 12Q: 3 clusters Score -6859506 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -6859971.500000 Penalty: 5219.962402
	Iteration 13Q: 3 clusters Score -6859972 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -6860379.500000 Penalty: 5219.962402
	Iteration 14Q: 3 clusters Score -6860380 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -6860769.000000 Penalty: 5219.962402
	Iteration 15Q: 3 clusters Score -6860769 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -6861097.500000 Penalty: 5219.962402
	Iteration 16Q: 3 clusters Score -6861098 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6861393.000000 Penalty: 5219.962402
	Iteration 17Q: 3 clusters Score -6861393 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -6861662.000000 Penalty: 5219.962402
	Iteration 18Q: 3 clusters Score -6861662 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6861912.500000 Penalty: 5219.962402
	Iteration 19Q: 3 clusters Score -6861912 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -6862079.500000 Penalty: 5219.962402
	Iteration 20F: 3 clusters Score -6862080 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6862204.500000 Penalty: 5219.962402
	Iteration 21Q: 3 clusters Score -6862204 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6862313.500000 Penalty: 5219.962402
	Iteration 22Q: 3 clusters Score -6862314 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -6862407.500000 Penalty: 5219.962402
	Iteration 23Q: 3 clusters Score -6862408 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6862466.500000 Penalty: 5219.962402
	Iteration 24Q: 3 clusters Score -6862466 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6862521.000000 Penalty: 5219.962402
	Iteration 25Q: 3 clusters Score -6862521 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6862559.000000 Penalty: 5219.962402
	Iteration 26Q: 3 clusters Score -6862559 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6862580.000000 Penalty: 5219.962402
	Iteration 27Q: 3 clusters Score -6862580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6862607.000000 Penalty: 5219.962402
	Iteration 28Q: 3 clusters Score -6862607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6862633.500000 Penalty: 5219.962402
	Iteration 29Q: 3 clusters Score -6862634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6862646.000000 Penalty: 5219.962402
	Iteration 30Q: 3 clusters Score -6862646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6862646.500000 Penalty: 5219.962402
	Iteration 31Q: 3 clusters Score -6862646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6862650.500000 Penalty: 5219.962402
	Iteration 32Q: 3 clusters Score -6862650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6862661.000000 Penalty: 5219.962402
	Iteration 33Q: 3 clusters Score -6862661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6862666.500000 Penalty: 5219.962402
	Iteration 34Q: 3 clusters Score -6862666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6862669.500000 Penalty: 5219.962402
	Iteration 35Q: 3 clusters Score -6862670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6862679.500000 Penalty: 5219.962402
	Iteration 36Q: 3 clusters Score -6862680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6862674.000000 Penalty: 5219.962402
	Iteration 37Q: 3 clusters Score -6862674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36523 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6862679.000000 Penalty: 5219.962402
	Iteration 38Q: 3 clusters Score -6862679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6862679.000000 Penalty: 5219.962402
	Iteration 39Q: 3 clusters Score -6862679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6862684.000000 Penalty: 5219.962402
	Iteration 40F: 3 clusters Score -6862684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6862686.500000 Penalty: 5219.962402
	Iteration 41Q: 3 clusters Score -6862686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6862688.000000 Penalty: 5219.962402
	Iteration 42Q: 3 clusters Score -6862688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6862686.000000 Penalty: 5219.962402
	Iteration 43Q: 3 clusters Score -6862686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6862688.500000 Penalty: 5219.962402
	Iteration 44Q: 3 clusters Score -6862688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6862689.000000 Penalty: 5219.962402
	Iteration 45Q: 3 clusters Score -6862689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6862684.500000 Penalty: 5219.962402
	Iteration 46Q: 3 clusters Score -6862684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6862684.500000 Penalty: 5219.962402
	Iteration 47F: 3 clusters Score -6862684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Entering Unmasked Estep 
Score: -5181945.000000 Penalty: 2547.441895
	Iteration 0F: 2 clusters Score -5181945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -5162076.500000 Penalty: 5094.883789
	Iteration 0F: 3 clusters Score -5162076 nChanged 12972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -5169223.000000 Penalty: 5094.883789
	Iteration 1F: 3 clusters Score -5169223 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -5169634.500000 Penalty: 5094.883789
	Iteration 2Q: 3 clusters Score -5169634 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -5169942.500000 Penalty: 5094.883789
	Iteration 3Q: 3 clusters Score -5169942 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -5170176.500000 Penalty: 5094.883789
	Iteration 4Q: 3 clusters Score -5170176 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -5170427.500000 Penalty: 5094.883789
	Iteration 5Q: 3 clusters Score -5170428 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -5170703.000000 Penalty: 5094.883789
	Iteration 6Q: 3 clusters Score -5170703 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -5171029.500000 Penalty: 5094.883789
	Iteration 7Q: 3 clusters Score -5171030 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -5171425.500000 Penalty: 5094.883789
	Iteration 8Q: 3 clusters Score -5171426 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -5171889.000000 Penalty: 5094.883789
	Iteration 9Q: 3 clusters Score -5171889 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -5172504.000000 Penalty: 5094.883789
	Iteration 10Q: 3 clusters Score -5172504 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5173283.500000 Penalty: 5094.883789
	Iteration 11F: 3 clusters Score -5173284 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -5174320.500000 Penalty: 5094.883789
	Iteration 12F: 3 clusters Score -5174320 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -5175538.000000 Penalty: 5094.883789
	Iteration 13F: 3 clusters Score -5175538 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -5176792.000000 Penalty: 5094.883789
	Iteration 14F: 3 clusters Score -5176792 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -5177984.000000 Penalty: 5094.883789
	Iteration 15Q: 3 clusters Score -5177984 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5179035.500000 Penalty: 5094.883789
	Iteration 16Q: 3 clusters Score -5179036 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -5179589.500000 Penalty: 5094.883789
	Iteration 17Q: 3 clusters Score -5179590 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -5179756.000000 Penalty: 5094.883789
	Iteration 18Q: 3 clusters Score -5179756 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -5179841.000000 Penalty: 5094.883789
	Iteration 19Q: 3 clusters Score -5179841 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -5179901.500000 Penalty: 5094.883789
	Iteration 20F: 3 clusters Score -5179902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -5179942.000000 Penalty: 5094.883789
	Iteration 21Q: 3 clusters Score -5179942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -5179969.000000 Penalty: 5094.883789
	Iteration 22Q: 3 clusters Score -5179969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -5179975.500000 Penalty: 5094.883789
	Iteration 23Q: 3 clusters Score -5179976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -5179987.000000 Penalty: 5094.883789
	Iteration 24Q: 3 clusters Score -5179987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -5180003.000000 Penalty: 5094.883789
	Iteration 25Q: 3 clusters Score -5180003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -5180011.000000 Penalty: 5094.883789
	Iteration 26Q: 3 clusters Score -5180011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -5180023.500000 Penalty: 5094.883789
	Iteration 27Q: 3 clusters Score -5180024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -5180026.000000 Penalty: 5094.883789
	Iteration 28Q: 3 clusters Score -5180026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -5180016.500000 Penalty: 5094.883789
	Iteration 29Q: 3 clusters Score -5180016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -5180014.500000 Penalty: 5094.883789
	Iteration 30Q: 3 clusters Score -5180014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -5180014.000000 Penalty: 5094.883789
	Iteration 31Q: 3 clusters Score -5180014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -5180016.500000 Penalty: 5094.883789
	Iteration 32Q: 3 clusters Score -5180016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -5180018.000000 Penalty: 5094.883789
	Iteration 33Q: 3 clusters Score -5180018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -5180018.000000 Penalty: 5094.883789
	Iteration 34F: 3 clusters Score -5180018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -171442.031250 Penalty: 1734.039917
	Iteration 0F: 2 clusters Score -171442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -169519.203125 Penalty: 3468.079834
	Iteration 0F: 3 clusters Score -169519.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -170022.187500 Penalty: 3468.079834
	Iteration 1F: 3 clusters Score -170022.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -170312.359375 Penalty: 3468.079834
	Iteration 2F: 3 clusters Score -170312.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -170420.046875 Penalty: 3468.079834
	Iteration 3F: 3 clusters Score -170420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -170484.656250 Penalty: 3468.079834
	Iteration 4Q: 3 clusters Score -170484.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -170516.750000 Penalty: 3468.079834
	Iteration 5Q: 3 clusters Score -170516.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -170551.656250 Penalty: 3468.079834
	Iteration 6Q: 3 clusters Score -170551.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -170586.093750 Penalty: 3468.079834
	Iteration 7Q: 3 clusters Score -170586.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -170609.406250 Penalty: 3468.079834
	Iteration 8Q: 3 clusters Score -170609.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -170623.828125 Penalty: 3468.079834
	Iteration 9Q: 3 clusters Score -170623.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -170647.671875 Penalty: 3468.079834
	Iteration 10Q: 3 clusters Score -170647.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -170692.593750 Penalty: 3468.079834
	Iteration 11Q: 3 clusters Score -170692.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -170753.921875 Penalty: 3468.079834
	Iteration 12Q: 3 clusters Score -170753.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -170801.109375 Penalty: 3468.079834
	Iteration 13Q: 3 clusters Score -170801.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -170837.859375 Penalty: 3468.079834
	Iteration 14Q: 3 clusters Score -170837.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -170860.828125 Penalty: 3468.079834
	Iteration 15Q: 3 clusters Score -170860.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -170872.578125 Penalty: 3468.079834
	Iteration 16Q: 3 clusters Score -170872.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -170874.484375 Penalty: 3468.079834
	Iteration 17Q: 3 clusters Score -170874.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -170878.250000 Penalty: 3468.079834
	Iteration 18Q: 3 clusters Score -170878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -170879.390625 Penalty: 3468.079834
	Iteration 19Q: 3 clusters Score -170879.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -170879.390625 Penalty: 3468.079834
	Iteration 20F: 3 clusters Score -170879.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Entering Unmasked Estep 
Score: -8161906.500000 Penalty: 2650.710205
	Iteration 0F: 2 clusters Score -8161906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -8132998.500000 Penalty: 5301.420410
	Iteration 0F: 3 clusters Score -8132998 nChanged 20334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -8144291.000000 Penalty: 5301.420410
	Iteration 1F: 3 clusters Score -8144291 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -8144787.000000 Penalty: 5301.420410
	Iteration 2Q: 3 clusters Score -8144787 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8145330.500000 Penalty: 5301.420410
	Iteration 3Q: 3 clusters Score -8145330 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -8146116.000000 Penalty: 5301.420410
	Iteration 4Q: 3 clusters Score -8146116 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -8147180.500000 Penalty: 5301.420410
	Iteration 5F: 3 clusters Score -8147180 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -8148626.000000 Penalty: 5301.420410
	Iteration 6F: 3 clusters Score -8148626 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -8150520.000000 Penalty: 5301.420410
	Iteration 7F: 3 clusters Score -8150520 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -8152792.000000 Penalty: 5301.420410
	Iteration 8F: 3 clusters Score -8152792 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -8155107.000000 Penalty: 5301.420410
	Iteration 9F: 3 clusters Score -8155107 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -8156722.000000 Penalty: 5301.420410
	Iteration 10F: 3 clusters Score -8156722 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -8157497.000000 Penalty: 5301.420410
	Iteration 11Q: 3 clusters Score -8157497 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -8157896.500000 Penalty: 5301.420410
	Iteration 12Q: 3 clusters Score -8157896 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -8158126.500000 Penalty: 5301.420410
	Iteration 13Q: 3 clusters Score -8158126 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 32435 members 
Entering Unmasked Estep 
Score: -8158302.500000 Penalty: 5301.420410
	Iteration 14Q: 3 clusters Score -8158302 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 32694 members 
Entering Unmasked Estep 
Score: -8158460.000000 Penalty: 5301.420410
	Iteration 15Q: 3 clusters Score -8158460 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -8158609.000000 Penalty: 5301.420410
	Iteration 16Q: 3 clusters Score -8158609 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -8158685.500000 Penalty: 5301.420410
	Iteration 17Q: 3 clusters Score -8158686 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -8158752.500000 Penalty: 5301.420410
	Iteration 18Q: 3 clusters Score -8158752 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -8158841.000000 Penalty: 5301.420410
	Iteration 19Q: 3 clusters Score -8158841 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -8158939.000000 Penalty: 5301.420410
	Iteration 20F: 3 clusters Score -8158939 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -8159022.000000 Penalty: 5301.420410
	Iteration 21Q: 3 clusters Score -8159022 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -8159064.000000 Penalty: 5301.420410
	Iteration 22Q: 3 clusters Score -8159064 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -8159135.500000 Penalty: 5301.420410
	Iteration 23Q: 3 clusters Score -8159136 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -8159193.500000 Penalty: 5301.420410
	Iteration 24Q: 3 clusters Score -8159194 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -8159258.000000 Penalty: 5301.420410
	Iteration 25Q: 3 clusters Score -8159258 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -8159308.000000 Penalty: 5301.420410
	Iteration 26Q: 3 clusters Score -8159308 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -8159354.000000 Penalty: 5301.420410
	Iteration 27Q: 3 clusters Score -8159354 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -8159418.000000 Penalty: 5301.420410
	Iteration 28Q: 3 clusters Score -8159418 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -8159509.000000 Penalty: 5301.420410
	Iteration 29Q: 3 clusters Score -8159509 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -8159543.000000 Penalty: 5301.420410
	Iteration 30Q: 3 clusters Score -8159543 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -8159592.500000 Penalty: 5301.420410
	Iteration 31Q: 3 clusters Score -8159592 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -8159638.000000 Penalty: 5301.420410
	Iteration 32Q: 3 clusters Score -8159638 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -8159676.500000 Penalty: 5301.420410
	Iteration 33Q: 3 clusters Score -8159676 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -8159679.000000 Penalty: 5301.420410
	Iteration 34Q: 3 clusters Score -8159679 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -8159700.000000 Penalty: 5301.420410
	Iteration 35Q: 3 clusters Score -8159700 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -8159724.000000 Penalty: 5301.420410
	Iteration 36Q: 3 clusters Score -8159724 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -8159777.500000 Penalty: 5301.420410
	Iteration 37Q: 3 clusters Score -8159778 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8159808 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8159792 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8159846 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8159868 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8159906 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8159878 nChanged 166
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Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8159931 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8159943 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8159992 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8160016 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8160058 nChanged 135
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Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8160084 nChanged 132
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Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -8160121.500000 Penalty: 5301.420410
	Iteration 50Q: 3 clusters Score -8160122 nChanged 115
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Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8160152 nChanged 117
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8160146 nChanged 77
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Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8160166 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8160174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8160198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8160198 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8160201 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8160206 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8160213 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8160198 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8160208 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8160237 nChanged 56
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Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8160246 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8160237 nChanged 51
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Mstep: Class 1 contains 4320 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8160256 nChanged 54
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Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8160255 nChanged 41
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Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8160254 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8160250 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8160260 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8160276 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8160284 nChanged 36
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Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8160295 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8160306 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8160308 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8160318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8160322 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3838 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8160334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8160338 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8160356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -8160348.500000 Penalty: 5301.420410
	Iteration 80F: 3 clusters Score -8160348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -8160350.500000 Penalty: 5301.420410
	Iteration 81Q: 3 clusters Score -8160350 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8160356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -8160362.000000 Penalty: 5301.420410
	Iteration 83Q: 3 clusters Score -8160362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8160350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8160356 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -8160341.000000 Penalty: 5301.420410
	Iteration 86Q: 3 clusters Score -8160341 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3549 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8160363 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3529 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8160360 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8160369 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3485 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8160366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8160362 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8160362 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3420 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8160376 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3395 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8160374 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3378 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8160376 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8160379 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3347 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8160388 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8160387 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3309 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8160378 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8160377 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -8160367.000000 Penalty: 5301.420410
	Iteration 101Q: 3 clusters Score -8160367 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -8160371.500000 Penalty: 5301.420410
	Iteration 102Q: 3 clusters Score -8160372 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8160382 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8160377 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3240 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8160382 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3230 members 
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Entering Unmasked Estep 
Score: -8160380.500000 Penalty: 5301.420410
	Iteration 106Q: 3 clusters Score -8160380 nChanged 17
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Mstep: Class 1 contains 3213 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8160384 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3202 members 
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Entering Unmasked Estep 
Score: -8160389.000000 Penalty: 5301.420410
	Iteration 108Q: 3 clusters Score -8160389 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3192 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8160392 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -8160387.000000 Penalty: 5301.420410
	Iteration 110Q: 3 clusters Score -8160387 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -8160385.000000 Penalty: 5301.420410
	Iteration 111Q: 3 clusters Score -8160385 nChanged 6
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Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -8160395.000000 Penalty: 5301.420410
	Iteration 112Q: 3 clusters Score -8160395 nChanged 8
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Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8160394 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8160404 nChanged 11
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Mstep: Class 1 contains 3141 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8160408 nChanged 7
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Mstep: Class 1 contains 3134 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8160408 nChanged 5
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	Iteration 117Q: 3 clusters Score -8160405 nChanged 2
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Mstep: Class 1 contains 3127 members 
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	Iteration 118Q: 3 clusters Score -8160400 nChanged 2
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Mstep: Class 1 contains 3125 members 
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	Iteration 119Q: 3 clusters Score -8160400 nChanged 3
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Mstep: Class 1 contains 3122 members 
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Entering Unmasked Estep 
Score: -8160409.500000 Penalty: 5301.420410
	Iteration 120F: 3 clusters Score -8160410 nChanged 2
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Mstep: Class 1 contains 3120 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8160408 nChanged 3
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Mstep: Class 1 contains 3117 members 
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Entering Unmasked Estep 
Score: -8160403.500000 Penalty: 5301.420410
	Iteration 122Q: 3 clusters Score -8160404 nChanged 7
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Mstep: Class 1 contains 3110 members 
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Entering Unmasked Estep 
Score: -8160411.000000 Penalty: 5301.420410
	Iteration 123Q: 3 clusters Score -8160411 nChanged 4
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Mstep: Class 1 contains 3108 members 
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Entering Unmasked Estep 
Score: -8160417.500000 Penalty: 5301.420410
	Iteration 124Q: 3 clusters Score -8160418 nChanged 3
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Mstep: Class 1 contains 3105 members 
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Entering Unmasked Estep 
Score: -8160414.500000 Penalty: 5301.420410
	Iteration 125Q: 3 clusters Score -8160414 nChanged 5
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Mstep: Class 1 contains 3100 members 
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Entering Unmasked Estep 
Score: -8160413.000000 Penalty: 5301.420410
	Iteration 126Q: 3 clusters Score -8160413 nChanged 3
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Mstep: Class 1 contains 3097 members 
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Entering Unmasked Estep 
Score: -8160415.500000 Penalty: 5301.420410
	Iteration 127Q: 3 clusters Score -8160416 nChanged 9
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Mstep: Class 1 contains 3088 members 
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Entering Unmasked Estep 
Score: -8160420.000000 Penalty: 5301.420410
	Iteration 128Q: 3 clusters Score -8160420 nChanged 14
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8160414 nChanged 13
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Entering Unmasked Estep 
Score: -8160424.500000 Penalty: 5301.420410
	Iteration 130Q: 3 clusters Score -8160424 nChanged 15
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Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -8160423.000000 Penalty: 5301.420410
	Iteration 131Q: 3 clusters Score -8160423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -8160434.500000 Penalty: 5301.420410
	Iteration 132Q: 3 clusters Score -8160434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -8160430.500000 Penalty: 5301.420410
	Iteration 133Q: 3 clusters Score -8160430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -8160419.500000 Penalty: 5301.420410
	Iteration 134Q: 3 clusters Score -8160420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -8160419.500000 Penalty: 5301.420410
	Iteration 135Q: 3 clusters Score -8160420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -8160422.000000 Penalty: 5301.420410
	Iteration 136Q: 3 clusters Score -8160422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -8160417.500000 Penalty: 5301.420410
	Iteration 137Q: 3 clusters Score -8160418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -8160417.500000 Penalty: 5301.420410
	Iteration 138F: 3 clusters Score -8160418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Entering Unmasked Estep 
Score: -7369789.000000 Penalty: 2629.153076
	Iteration 0F: 2 clusters Score -7369789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -7342897.000000 Penalty: 5258.306152
	Iteration 0F: 3 clusters Score -7342897 nChanged 18156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -7352652.000000 Penalty: 5258.306152
	Iteration 1F: 3 clusters Score -7352652 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -7353262.500000 Penalty: 5258.306152
	Iteration 2Q: 3 clusters Score -7353262 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -7353962.500000 Penalty: 5258.306152
	Iteration 3Q: 3 clusters Score -7353962 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -7355005.500000 Penalty: 5258.306152
	Iteration 4F: 3 clusters Score -7355006 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -7356640.000000 Penalty: 5258.306152
	Iteration 5F: 3 clusters Score -7356640 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -7359269.000000 Penalty: 5258.306152
	Iteration 6F: 3 clusters Score -7359269 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -7362527.500000 Penalty: 5258.306152
	Iteration 7F: 3 clusters Score -7362528 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7365115.000000 Penalty: 5258.306152
	Iteration 8F: 3 clusters Score -7365115 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7366505.000000 Penalty: 5258.306152
	Iteration 9Q: 3 clusters Score -7366505 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7367060.500000 Penalty: 5258.306152
	Iteration 10Q: 3 clusters Score -7367060 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7367254.000000 Penalty: 5258.306152
	Iteration 11Q: 3 clusters Score -7367254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7367344.000000 Penalty: 5258.306152
	Iteration 12Q: 3 clusters Score -7367344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7367390.000000 Penalty: 5258.306152
	Iteration 13Q: 3 clusters Score -7367390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7367415.500000 Penalty: 5258.306152
	Iteration 14Q: 3 clusters Score -7367416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7367427.000000 Penalty: 5258.306152
	Iteration 15Q: 3 clusters Score -7367427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7367426.000000 Penalty: 5258.306152
	Iteration 16Q: 3 clusters Score -7367426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7367422.500000 Penalty: 5258.306152
	Iteration 17Q: 3 clusters Score -7367422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7367424.500000 Penalty: 5258.306152
	Iteration 18Q: 3 clusters Score -7367424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7367433.000000 Penalty: 5258.306152
	Iteration 19Q: 3 clusters Score -7367433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7367431.500000 Penalty: 5258.306152
	Iteration 20F: 3 clusters Score -7367432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7367430.000000 Penalty: 5258.306152
	Iteration 21Q: 3 clusters Score -7367430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7367438.000000 Penalty: 5258.306152
	Iteration 22Q: 3 clusters Score -7367438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7367434.000000 Penalty: 5258.306152
	Iteration 23Q: 3 clusters Score -7367434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7367434.000000 Penalty: 5258.306152
	Iteration 24F: 3 clusters Score -7367434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 40625 members 
Mstep: Class 3 contains 39928 members 
Mstep: Class 4 contains 46937 members 
Mstep: Class 5 contains 49324 members 
Mstep: Class 6 contains 49281 members 
Mstep: Class 7 contains 46450 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46584 members 
Mstep: Class 11 contains 42383 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41139 members 
Mstep: Class 15 contains 40599 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 45660 members 
Mstep: Class 18 contains 2451 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37202 members 
Mstep: Class 21 contains 28910 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43842 members 
Mstep: Class 24 contains 40192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945952.000000 Penalty: 80096.007812
Iteration 439Q: 25 clusters Score -1.26946e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 40618 members 
Mstep: Class 3 contains 39924 members 
Mstep: Class 4 contains 46940 members 
Mstep: Class 5 contains 49321 members 
Mstep: Class 6 contains 49272 members 
Mstep: Class 7 contains 46464 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46600 members 
Mstep: Class 11 contains 42384 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41139 members 
Mstep: Class 15 contains 40566 members 
Mstep: Class 16 contains 3477 members 
Mstep: Class 17 contains 45676 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37199 members 
Mstep: Class 21 contains 28911 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43840 members 
Mstep: Class 24 contains 40189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945976.000000 Penalty: 80096.007812
Iteration 440F: 25 clusters Score -1.26946e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 40606 members 
Mstep: Class 3 contains 39914 members 
Mstep: Class 4 contains 46940 members 
Mstep: Class 5 contains 49318 members 
Mstep: Class 6 contains 49288 members 
Mstep: Class 7 contains 46473 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46599 members 
Mstep: Class 11 contains 42378 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41136 members 
Mstep: Class 15 contains 40547 members 
Mstep: Class 16 contains 3476 members 
Mstep: Class 17 contains 45700 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37191 members 
Mstep: Class 21 contains 28915 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43855 members 
Mstep: Class 24 contains 40184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126946144.000000 Penalty: 80096.007812
Iteration 441Q: 25 clusters Score -1.269461e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 40604 members 
Mstep: Class 3 contains 39906 members 
Mstep: Class 4 contains 46941 members 
Mstep: Class 5 contains 49312 members 
Mstep: Class 6 contains 49315 members 
Mstep: Class 7 contains 46473 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46605 members 
Mstep: Class 11 contains 42375 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41137 members 
Mstep: Class 15 contains 40529 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45704 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37186 members 
Mstep: Class 21 contains 28913 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43869 members 
Mstep: Class 24 contains 40169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945904.000000 Penalty: 80096.007812
Iteration 442Q: 25 clusters Score -1.269459e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 40611 members 
Mstep: Class 3 contains 39908 members 
Mstep: Class 4 contains 46940 members 
Mstep: Class 5 contains 49291 members 
Mstep: Class 6 contains 49311 members 
Mstep: Class 7 contains 46475 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46614 members 
Mstep: Class 11 contains 42373 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41135 members 
Mstep: Class 15 contains 40511 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45719 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37183 members 
Mstep: Class 21 contains 28914 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43894 members 
Mstep: Class 24 contains 40147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126946080.000000 Penalty: 80096.007812
Iteration 443Q: 25 clusters Score -1.269461e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 40617 members 
Mstep: Class 3 contains 39908 members 
Mstep: Class 4 contains 46939 members 
Mstep: Class 5 contains 49272 members 
Mstep: Class 6 contains 49327 members 
Mstep: Class 7 contains 46480 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46619 members 
Mstep: Class 11 contains 42375 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41140 members 
Mstep: Class 15 contains 40485 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45717 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37178 members 
Mstep: Class 21 contains 28917 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43915 members 
Mstep: Class 24 contains 40132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945992.000000 Penalty: 80096.007812
Iteration 444Q: 25 clusters Score -1.26946e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 40619 members 
Mstep: Class 3 contains 39911 members 
Mstep: Class 4 contains 46937 members 
Mstep: Class 5 contains 49284 members 
Mstep: Class 6 contains 49321 members 
Mstep: Class 7 contains 46497 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46635 members 
Mstep: Class 11 contains 42369 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41129 members 
Mstep: Class 15 contains 40469 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45710 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37171 members 
Mstep: Class 21 contains 28920 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43919 members 
Mstep: Class 24 contains 40123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945952.000000 Penalty: 80096.007812
Iteration 445Q: 25 clusters Score -1.26946e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 40615 members 
Mstep: Class 3 contains 39915 members 
Mstep: Class 4 contains 46936 members 
Mstep: Class 5 contains 49280 members 
Mstep: Class 6 contains 49339 members 
Mstep: Class 7 contains 46501 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46658 members 
Mstep: Class 11 contains 42364 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41123 members 
Mstep: Class 15 contains 40463 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45701 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37164 members 
Mstep: Class 21 contains 28922 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43909 members 
Mstep: Class 24 contains 40119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945856.000000 Penalty: 80096.007812
Iteration 446Q: 25 clusters Score -1.269459e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 40618 members 
Mstep: Class 3 contains 39924 members 
Mstep: Class 4 contains 46934 members 
Mstep: Class 5 contains 49294 members 
Mstep: Class 6 contains 49351 members 
Mstep: Class 7 contains 46497 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46658 members 
Mstep: Class 11 contains 42360 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41124 members 
Mstep: Class 15 contains 40452 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45702 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37147 members 
Mstep: Class 21 contains 28919 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43921 members 
Mstep: Class 24 contains 40113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945888.000000 Penalty: 80096.007812
Iteration 447Q: 25 clusters Score -1.269459e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49453 members 
Mstep: Class 2 contains 40620 members 
Mstep: Class 3 contains 39924 members 
Mstep: Class 4 contains 46944 members 
Mstep: Class 5 contains 49291 members 
Mstep: Class 6 contains 49387 members 
Mstep: Class 7 contains 46495 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46632 members 
Mstep: Class 11 contains 42361 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41117 members 
Mstep: Class 15 contains 40438 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45710 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37136 members 
Mstep: Class 21 contains 28916 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43927 members 
Mstep: Class 24 contains 40101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945648.000000 Penalty: 80096.007812
Iteration 448Q: 25 clusters Score -1.269456e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 40618 members 
Mstep: Class 3 contains 39923 members 
Mstep: Class 4 contains 46953 members 
Mstep: Class 5 contains 49284 members 
Mstep: Class 6 contains 49431 members 
Mstep: Class 7 contains 46471 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46596 members 
Mstep: Class 11 contains 42362 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41109 members 
Mstep: Class 15 contains 40446 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45712 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37120 members 
Mstep: Class 21 contains 28918 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43954 members 
Mstep: Class 24 contains 40091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945736.000000 Penalty: 80096.007812
Iteration 449Q: 25 clusters Score -1.269457e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 40612 members 
Mstep: Class 3 contains 39927 members 
Mstep: Class 4 contains 46953 members 
Mstep: Class 5 contains 49283 members 
Mstep: Class 6 contains 49444 members 
Mstep: Class 7 contains 46472 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46553 members 
Mstep: Class 11 contains 42366 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41116 members 
Mstep: Class 15 contains 40458 members 
Mstep: Class 16 contains 3475 members 
Mstep: Class 17 contains 45718 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37112 members 
Mstep: Class 21 contains 28917 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43974 members 
Mstep: Class 24 contains 40090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945632.000000 Penalty: 80096.007812
Iteration 450Q: 25 clusters Score -1.269456e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 40607 members 
Mstep: Class 3 contains 39934 members 
Mstep: Class 4 contains 46948 members 
Mstep: Class 5 contains 49283 members 
Mstep: Class 6 contains 49466 members 
Mstep: Class 7 contains 46458 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46516 members 
Mstep: Class 11 contains 42371 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41122 members 
Mstep: Class 15 contains 40466 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45725 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37111 members 
Mstep: Class 21 contains 28920 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44001 members 
Mstep: Class 24 contains 40081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945584.000000 Penalty: 80096.007812
Iteration 451Q: 25 clusters Score -1.269456e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 40606 members 
Mstep: Class 3 contains 39934 members 
Mstep: Class 4 contains 46951 members 
Mstep: Class 5 contains 49303 members 
Mstep: Class 6 contains 49492 members 
Mstep: Class 7 contains 46444 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46486 members 
Mstep: Class 11 contains 42373 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41125 members 
Mstep: Class 15 contains 40467 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 17 contains 45731 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37108 members 
Mstep: Class 21 contains 28920 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43994 members 
Mstep: Class 24 contains 40078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945664.000000 Penalty: 80096.007812
Iteration 452Q: 25 clusters Score -1.269457e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 40609 members 
Mstep: Class 3 contains 39927 members 
Mstep: Class 4 contains 46939 members 
Mstep: Class 5 contains 49324 members 
Mstep: Class 6 contains 49500 members 
Mstep: Class 7 contains 46439 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46478 members 
Mstep: Class 11 contains 42381 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41125 members 
Mstep: Class 15 contains 40464 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 45733 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37103 members 
Mstep: Class 21 contains 28925 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43983 members 
Mstep: Class 24 contains 40073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945608.000000 Penalty: 80096.007812
Iteration 453Q: 25 clusters Score -1.269456e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 40617 members 
Mstep: Class 3 contains 39932 members 
Mstep: Class 4 contains 46934 members 
Mstep: Class 5 contains 49339 members 
Mstep: Class 6 contains 49494 members 
Mstep: Class 7 contains 46440 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46481 members 
Mstep: Class 11 contains 42390 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41117 members 
Mstep: Class 15 contains 40454 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 45740 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37101 members 
Mstep: Class 21 contains 28926 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43954 members 
Mstep: Class 24 contains 40074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945448.000000 Penalty: 80096.007812
Iteration 454Q: 25 clusters Score -1.269454e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 40624 members 
Mstep: Class 3 contains 39948 members 
Mstep: Class 4 contains 46925 members 
Mstep: Class 5 contains 49350 members 
Mstep: Class 6 contains 49502 members 
Mstep: Class 7 contains 46432 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46476 members 
Mstep: Class 11 contains 42392 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41110 members 
Mstep: Class 15 contains 40447 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 45746 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37091 members 
Mstep: Class 21 contains 28926 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43957 members 
Mstep: Class 24 contains 40067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945592.000000 Penalty: 80096.007812
Iteration 455Q: 25 clusters Score -1.269456e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 40638 members 
Mstep: Class 3 contains 39956 members 
Mstep: Class 4 contains 46922 members 
Mstep: Class 5 contains 49366 members 
Mstep: Class 6 contains 49507 members 
Mstep: Class 7 contains 46429 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46457 members 
Mstep: Class 11 contains 42385 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41113 members 
Mstep: Class 15 contains 40435 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 45740 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37084 members 
Mstep: Class 21 contains 28928 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43961 members 
Mstep: Class 24 contains 40063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945712.000000 Penalty: 80096.007812
Iteration 456Q: 25 clusters Score -1.269457e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 40644 members 
Mstep: Class 3 contains 39949 members 
Mstep: Class 4 contains 46919 members 
Mstep: Class 5 contains 49387 members 
Mstep: Class 6 contains 49504 members 
Mstep: Class 7 contains 46416 members 
Mstep: Class 8 contains 1047 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46452 members 
Mstep: Class 11 contains 42381 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41115 members 
Mstep: Class 15 contains 40425 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 45731 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37079 members 
Mstep: Class 21 contains 28928 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43971 members 
Mstep: Class 24 contains 40067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945696.000000 Penalty: 80096.007812
Iteration 457Q: 25 clusters Score -1.269457e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 40644 members 
Mstep: Class 3 contains 39937 members 
Mstep: Class 4 contains 46912 members 
Mstep: Class 5 contains 49401 members 
Mstep: Class 6 contains 49524 members 
Mstep: Class 7 contains 46419 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46444 members 
Mstep: Class 11 contains 42384 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41112 members 
Mstep: Class 15 contains 40420 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 45731 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37062 members 
Mstep: Class 21 contains 28929 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43985 members 
Mstep: Class 24 contains 40070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945888.000000 Penalty: 80096.007812
Iteration 458Q: 25 clusters Score -1.269459e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 40664 members 
Mstep: Class 3 contains 39936 members 
Mstep: Class 4 contains 46919 members 
Mstep: Class 5 contains 49400 members 
Mstep: Class 6 contains 49543 members 
Mstep: Class 7 contains 46430 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46416 members 
Mstep: Class 11 contains 42380 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41116 members 
Mstep: Class 15 contains 40415 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 45729 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37049 members 
Mstep: Class 21 contains 28931 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43981 members 
Mstep: Class 24 contains 40067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945776.000000 Penalty: 80096.007812
Iteration 459Q: 25 clusters Score -1.269458e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 40675 members 
Mstep: Class 3 contains 39935 members 
Mstep: Class 4 contains 46922 members 
Mstep: Class 5 contains 49417 members 
Mstep: Class 6 contains 49563 members 
Mstep: Class 7 contains 46451 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46378 members 
Mstep: Class 11 contains 42376 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41132 members 
Mstep: Class 15 contains 40397 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 45726 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37035 members 
Mstep: Class 21 contains 28934 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43975 members 
Mstep: Class 24 contains 40062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945728.000000 Penalty: 80096.007812
Iteration 460F: 25 clusters Score -1.269457e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 40683 members 
Mstep: Class 3 contains 39931 members 
Mstep: Class 4 contains 46918 members 
Mstep: Class 5 contains 49425 members 
Mstep: Class 6 contains 49576 members 
Mstep: Class 7 contains 46456 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46365 members 
Mstep: Class 11 contains 42375 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41138 members 
Mstep: Class 15 contains 40396 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45727 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37023 members 
Mstep: Class 21 contains 28937 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43978 members 
Mstep: Class 24 contains 40056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945768.000000 Penalty: 80096.007812
Iteration 461Q: 25 clusters Score -1.269458e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49450 members 
Mstep: Class 2 contains 40692 members 
Mstep: Class 3 contains 39936 members 
Mstep: Class 4 contains 46930 members 
Mstep: Class 5 contains 49436 members 
Mstep: Class 6 contains 49579 members 
Mstep: Class 7 contains 46465 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46350 members 
Mstep: Class 11 contains 42373 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41140 members 
Mstep: Class 15 contains 40382 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45728 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 37002 members 
Mstep: Class 21 contains 28936 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43992 members 
Mstep: Class 24 contains 40059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945976.000000 Penalty: 80096.007812
Iteration 462Q: 25 clusters Score -1.26946e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 40705 members 
Mstep: Class 3 contains 39943 members 
Mstep: Class 4 contains 46931 members 
Mstep: Class 5 contains 49431 members 
Mstep: Class 6 contains 49583 members 
Mstep: Class 7 contains 46471 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46341 members 
Mstep: Class 11 contains 42374 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41134 members 
Mstep: Class 15 contains 40362 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45722 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36985 members 
Mstep: Class 21 contains 28939 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44012 members 
Mstep: Class 24 contains 40059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945704.000000 Penalty: 80096.007812
Iteration 463Q: 25 clusters Score -1.269457e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 40713 members 
Mstep: Class 3 contains 39949 members 
Mstep: Class 4 contains 46934 members 
Mstep: Class 5 contains 49429 members 
Mstep: Class 6 contains 49587 members 
Mstep: Class 7 contains 46475 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46336 members 
Mstep: Class 11 contains 42372 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41138 members 
Mstep: Class 15 contains 40347 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45745 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36967 members 
Mstep: Class 21 contains 28941 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43996 members 
Mstep: Class 24 contains 40058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945680.000000 Penalty: 80096.007812
Iteration 464Q: 25 clusters Score -1.269457e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 40727 members 
Mstep: Class 3 contains 39945 members 
Mstep: Class 4 contains 46938 members 
Mstep: Class 5 contains 49439 members 
Mstep: Class 6 contains 49590 members 
Mstep: Class 7 contains 46483 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46337 members 
Mstep: Class 11 contains 42372 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41138 members 
Mstep: Class 15 contains 40329 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45750 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36948 members 
Mstep: Class 21 contains 28942 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43988 members 
Mstep: Class 24 contains 40057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945568.000000 Penalty: 80096.007812
Iteration 465Q: 25 clusters Score -1.269456e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 40747 members 
Mstep: Class 3 contains 39943 members 
Mstep: Class 4 contains 46944 members 
Mstep: Class 5 contains 49441 members 
Mstep: Class 6 contains 49585 members 
Mstep: Class 7 contains 46473 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46337 members 
Mstep: Class 11 contains 42376 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41139 members 
Mstep: Class 15 contains 40319 members 
Mstep: Class 16 contains 3473 members 
Mstep: Class 17 contains 45749 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36934 members 
Mstep: Class 21 contains 28942 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44008 members 
Mstep: Class 24 contains 40056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945424.000000 Penalty: 80096.007812
Iteration 466Q: 25 clusters Score -1.269454e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 40769 members 
Mstep: Class 3 contains 39936 members 
Mstep: Class 4 contains 46948 members 
Mstep: Class 5 contains 49438 members 
Mstep: Class 6 contains 49588 members 
Mstep: Class 7 contains 46470 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46337 members 
Mstep: Class 11 contains 42381 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41134 members 
Mstep: Class 15 contains 40304 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 45750 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36919 members 
Mstep: Class 21 contains 28938 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44021 members 
Mstep: Class 24 contains 40054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945376.000000 Penalty: 80096.007812
Iteration 467Q: 25 clusters Score -1.269454e+08 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 40783 members 
Mstep: Class 3 contains 39931 members 
Mstep: Class 4 contains 46949 members 
Mstep: Class 5 contains 49431 members 
Mstep: Class 6 contains 49592 members 
Mstep: Class 7 contains 46471 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46349 members 
Mstep: Class 11 contains 42378 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41131 members 
Mstep: Class 15 contains 40287 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 45750 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36915 members 
Mstep: Class 21 contains 28938 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44028 members 
Mstep: Class 24 contains 40048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945304.000000 Penalty: 80096.007812
Iteration 468Q: 25 clusters Score -1.269453e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 40786 members 
Mstep: Class 3 contains 39927 members 
Mstep: Class 4 contains 46953 members 
Mstep: Class 5 contains 49425 members 
Mstep: Class 6 contains 49609 members 
Mstep: Class 7 contains 46481 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46342 members 
Mstep: Class 11 contains 42376 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41125 members 
Mstep: Class 15 contains 40278 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 45757 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36904 members 
Mstep: Class 21 contains 28935 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44025 members 
Mstep: Class 24 contains 40049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945336.000000 Penalty: 80096.007812
Iteration 469Q: 25 clusters Score -1.269453e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 40791 members 
Mstep: Class 3 contains 39919 members 
Mstep: Class 4 contains 46948 members 
Mstep: Class 5 contains 49422 members 
Mstep: Class 6 contains 49606 members 
Mstep: Class 7 contains 46496 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46337 members 
Mstep: Class 11 contains 42374 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41127 members 
Mstep: Class 15 contains 40270 members 
Mstep: Class 16 contains 3469 members 
Mstep: Class 17 contains 45760 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36903 members 
Mstep: Class 21 contains 28942 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44017 members 
Mstep: Class 24 contains 40046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945368.000000 Penalty: 80096.007812
Iteration 470Q: 25 clusters Score -1.269454e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 40800 members 
Mstep: Class 3 contains 39923 members 
Mstep: Class 4 contains 46951 members 
Mstep: Class 5 contains 49415 members 
Mstep: Class 6 contains 49606 members 
Mstep: Class 7 contains 46491 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46322 members 
Mstep: Class 11 contains 42378 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41132 members 
Mstep: Class 15 contains 40259 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 45768 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36904 members 
Mstep: Class 21 contains 28940 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44017 members 
Mstep: Class 24 contains 40041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945376.000000 Penalty: 80096.007812
Iteration 471Q: 25 clusters Score -1.269454e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 40809 members 
Mstep: Class 3 contains 39920 members 
Mstep: Class 4 contains 46950 members 
Mstep: Class 5 contains 49409 members 
Mstep: Class 6 contains 49633 members 
Mstep: Class 7 contains 46490 members 
Mstep: Class 8 contains 1048 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46311 members 
Mstep: Class 11 contains 42377 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41124 members 
Mstep: Class 15 contains 40237 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 45769 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36899 members 
Mstep: Class 21 contains 28940 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44018 members 
Mstep: Class 24 contains 40039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945344.000000 Penalty: 80096.007812
Iteration 472Q: 25 clusters Score -1.269453e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 40809 members 
Mstep: Class 3 contains 39919 members 
Mstep: Class 4 contains 46948 members 
Mstep: Class 5 contains 49399 members 
Mstep: Class 6 contains 49639 members 
Mstep: Class 7 contains 46501 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46315 members 
Mstep: Class 11 contains 42379 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41120 members 
Mstep: Class 15 contains 40216 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 45780 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36878 members 
Mstep: Class 21 contains 28941 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44043 members 
Mstep: Class 24 contains 40043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945400.000000 Penalty: 80096.007812
Iteration 473Q: 25 clusters Score -1.269454e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 40814 members 
Mstep: Class 3 contains 39899 members 
Mstep: Class 4 contains 46956 members 
Mstep: Class 5 contains 49395 members 
Mstep: Class 6 contains 49647 members 
Mstep: Class 7 contains 46507 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46304 members 
Mstep: Class 11 contains 42381 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41123 members 
Mstep: Class 15 contains 40211 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 45785 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36871 members 
Mstep: Class 21 contains 28943 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44048 members 
Mstep: Class 24 contains 40041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945528.000000 Penalty: 80096.007812
Iteration 474Q: 25 clusters Score -1.269455e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 40825 members 
Mstep: Class 3 contains 39896 members 
Mstep: Class 4 contains 46958 members 
Mstep: Class 5 contains 49375 members 
Mstep: Class 6 contains 49663 members 
Mstep: Class 7 contains 46498 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46316 members 
Mstep: Class 11 contains 42381 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41119 members 
Mstep: Class 15 contains 40204 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 45789 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36877 members 
Mstep: Class 21 contains 28945 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44046 members 
Mstep: Class 24 contains 40040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945432.000000 Penalty: 80096.007812
Iteration 475Q: 25 clusters Score -1.269454e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 40834 members 
Mstep: Class 3 contains 39875 members 
Mstep: Class 4 contains 46963 members 
Mstep: Class 5 contains 49376 members 
Mstep: Class 6 contains 49675 members 
Mstep: Class 7 contains 46495 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46322 members 
Mstep: Class 11 contains 42382 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41113 members 
Mstep: Class 15 contains 40202 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 45794 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36870 members 
Mstep: Class 21 contains 28944 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44033 members 
Mstep: Class 24 contains 40039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945392.000000 Penalty: 80096.007812
Iteration 476Q: 25 clusters Score -1.269454e+08 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 40845 members 
Mstep: Class 3 contains 39856 members 
Mstep: Class 4 contains 46978 members 
Mstep: Class 5 contains 49372 members 
Mstep: Class 6 contains 49671 members 
Mstep: Class 7 contains 46487 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46330 members 
Mstep: Class 11 contains 42381 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41106 members 
Mstep: Class 15 contains 40206 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 45791 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36872 members 
Mstep: Class 21 contains 28944 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44016 members 
Mstep: Class 24 contains 40037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945472.000000 Penalty: 80096.007812
Iteration 477Q: 25 clusters Score -1.269455e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 40857 members 
Mstep: Class 3 contains 39841 members 
Mstep: Class 4 contains 46975 members 
Mstep: Class 5 contains 49363 members 
Mstep: Class 6 contains 49662 members 
Mstep: Class 7 contains 46490 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46344 members 
Mstep: Class 11 contains 42384 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41105 members 
Mstep: Class 15 contains 40206 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 45783 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36873 members 
Mstep: Class 21 contains 28945 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44003 members 
Mstep: Class 24 contains 40041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945496.000000 Penalty: 80096.007812
Iteration 478Q: 25 clusters Score -1.269455e+08 nChanged 339
Entering ConstructFrom: 
Score: -126945496.000000 Penalty: 80096.007812
Entering ConstructFrom: 
Trying to split cluster 1 (49589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Entering Unmasked Estep 
Score: -9267699.000000 Penalty: 2681.258057
	Iteration 0F: 2 clusters Score -9267699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -9238734.000000 Penalty: 5362.516113
	Iteration 0F: 3 clusters Score -9238734 nChanged 22814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -9250915.000000 Penalty: 5362.516113
	Iteration 1F: 3 clusters Score -9250915 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -9251467.000000 Penalty: 5362.516113
	Iteration 2Q: 3 clusters Score -9251467 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -9251983.000000 Penalty: 5362.516113
	Iteration 3Q: 3 clusters Score -9251983 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -9252506.000000 Penalty: 5362.516113
	Iteration 4Q: 3 clusters Score -9252506 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -9253116.000000 Penalty: 5362.516113
	Iteration 5Q: 3 clusters Score -9253116 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -9254082.000000 Penalty: 5362.516113
	Iteration 6Q: 3 clusters Score -9254082 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -9255572.000000 Penalty: 5362.516113
	Iteration 7F: 3 clusters Score -9255572 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -9257587.000000 Penalty: 5362.516113
	Iteration 8F: 3 clusters Score -9257587 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -9260052.000000 Penalty: 5362.516113
	Iteration 9F: 3 clusters Score -9260052 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -9262425.000000 Penalty: 5362.516113
	Iteration 10F: 3 clusters Score -9262425 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -9264359.000000 Penalty: 5362.516113
	Iteration 11F: 3 clusters Score -9264359 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -9265643.000000 Penalty: 5362.516113
	Iteration 12Q: 3 clusters Score -9265643 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -9266204.000000 Penalty: 5362.516113
	Iteration 13Q: 3 clusters Score -9266204 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -9266120.000000 Penalty: 5362.516113
	Iteration 14Q: 3 clusters Score -9266120 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9266004.000000 Penalty: 5362.516113
	Iteration 15Q: 3 clusters Score -9266004 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -9265975.000000 Penalty: 5362.516113
	Iteration 16Q: 3 clusters Score -9265975 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9265887.000000 Penalty: 5362.516113
	Iteration 17Q: 3 clusters Score -9265887 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9265828.000000 Penalty: 5362.516113
	Iteration 18Q: 3 clusters Score -9265828 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9265780.000000 Penalty: 5362.516113
	Iteration 19Q: 3 clusters Score -9265780 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9265746.000000 Penalty: 5362.516113
	Iteration 20F: 3 clusters Score -9265746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9265735.000000 Penalty: 5362.516113
	Iteration 21Q: 3 clusters Score -9265735 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9265713.000000 Penalty: 5362.516113
	Iteration 22Q: 3 clusters Score -9265713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9265711.000000 Penalty: 5362.516113
	Iteration 23Q: 3 clusters Score -9265711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9265711.000000 Penalty: 5362.516113
	Iteration 24Q: 3 clusters Score -9265711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9265700.000000 Penalty: 5362.516113
	Iteration 25Q: 3 clusters Score -9265700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9265695.000000 Penalty: 5362.516113
	Iteration 26Q: 3 clusters Score -9265695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9265694.000000 Penalty: 5362.516113
	Iteration 27Q: 3 clusters Score -9265694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9265709.000000 Penalty: 5362.516113
	Iteration 28Q: 3 clusters Score -9265709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9265709.000000 Penalty: 5362.516113
	Iteration 29Q: 3 clusters Score -9265709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9265713.000000 Penalty: 5362.516113
	Iteration 30Q: 3 clusters Score -9265713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9265708.000000 Penalty: 5362.516113
	Iteration 31Q: 3 clusters Score -9265708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9265709.000000 Penalty: 5362.516113
	Iteration 32Q: 3 clusters Score -9265709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9265702.000000 Penalty: 5362.516113
	Iteration 33Q: 3 clusters Score -9265702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9265713.000000 Penalty: 5362.516113
	Iteration 34Q: 3 clusters Score -9265713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49222 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9265697.000000 Penalty: 5362.516113
	Iteration 35Q: 3 clusters Score -9265697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9265707.000000 Penalty: 5362.516113
	Iteration 36Q: 3 clusters Score -9265707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9265713.000000 Penalty: 5362.516113
	Iteration 37Q: 3 clusters Score -9265713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9265704.000000 Penalty: 5362.516113
	Iteration 38Q: 3 clusters Score -9265704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9265704.000000 Penalty: 5362.516113
	Iteration 39Q: 3 clusters Score -9265704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9265710.000000 Penalty: 5362.516113
	Iteration 40F: 3 clusters Score -9265710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9265707.000000 Penalty: 5362.516113
	Iteration 41Q: 3 clusters Score -9265707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9265704.000000 Penalty: 5362.516113
	Iteration 42Q: 3 clusters Score -9265704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9265704.000000 Penalty: 5362.516113
	Iteration 43F: 3 clusters Score -9265704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Entering Unmasked Estep 
Score: -7502583.500000 Penalty: 2633.313721
	Iteration 0F: 2 clusters Score -7502584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -7474939.500000 Penalty: 5266.627441
	Iteration 0F: 3 clusters Score -7474940 nChanged 18789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -7485322.500000 Penalty: 5266.627441
	Iteration 1F: 3 clusters Score -7485322 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -7485772.500000 Penalty: 5266.627441
	Iteration 2Q: 3 clusters Score -7485772 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -7486362.000000 Penalty: 5266.627441
	Iteration 3Q: 3 clusters Score -7486362 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -7487057.000000 Penalty: 5266.627441
	Iteration 4Q: 3 clusters Score -7487057 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -7487968.000000 Penalty: 5266.627441
	Iteration 5Q: 3 clusters Score -7487968 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -7489163.500000 Penalty: 5266.627441
	Iteration 6Q: 3 clusters Score -7489164 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -7490719.000000 Penalty: 5266.627441
	Iteration 7F: 3 clusters Score -7490719 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -7492292.500000 Penalty: 5266.627441
	Iteration 8F: 3 clusters Score -7492292 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -7493864.500000 Penalty: 5266.627441
	Iteration 9F: 3 clusters Score -7493864 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -7494969.500000 Penalty: 5266.627441
	Iteration 10Q: 3 clusters Score -7494970 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -7495619.000000 Penalty: 5266.627441
	Iteration 11Q: 3 clusters Score -7495619 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -7495949.500000 Penalty: 5266.627441
	Iteration 12Q: 3 clusters Score -7495950 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -7496169.500000 Penalty: 5266.627441
	Iteration 13Q: 3 clusters Score -7496170 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -7496410.500000 Penalty: 5266.627441
	Iteration 14Q: 3 clusters Score -7496410 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -7496727.000000 Penalty: 5266.627441
	Iteration 15Q: 3 clusters Score -7496727 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -7497064.000000 Penalty: 5266.627441
	Iteration 16Q: 3 clusters Score -7497064 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -7497403.000000 Penalty: 5266.627441
	Iteration 17Q: 3 clusters Score -7497403 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -7497738.000000 Penalty: 5266.627441
	Iteration 18Q: 3 clusters Score -7497738 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -7498060.000000 Penalty: 5266.627441
	Iteration 19Q: 3 clusters Score -7498060 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -7498312.500000 Penalty: 5266.627441
	Iteration 20F: 3 clusters Score -7498312 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -7498560.500000 Penalty: 5266.627441
	Iteration 21Q: 3 clusters Score -7498560 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -7498724.000000 Penalty: 5266.627441
	Iteration 22Q: 3 clusters Score -7498724 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -7498912.000000 Penalty: 5266.627441
	Iteration 23Q: 3 clusters Score -7498912 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -7499105.000000 Penalty: 5266.627441
	Iteration 24Q: 3 clusters Score -7499105 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -7499222.000000 Penalty: 5266.627441
	Iteration 25Q: 3 clusters Score -7499222 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -7499322.500000 Penalty: 5266.627441
	Iteration 26Q: 3 clusters Score -7499322 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -7499415.000000 Penalty: 5266.627441
	Iteration 27Q: 3 clusters Score -7499415 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -7499521.500000 Penalty: 5266.627441
	Iteration 28Q: 3 clusters Score -7499522 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -7499572.500000 Penalty: 5266.627441
	Iteration 29Q: 3 clusters Score -7499572 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -7499653.500000 Penalty: 5266.627441
	Iteration 30Q: 3 clusters Score -7499654 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -7499687.000000 Penalty: 5266.627441
	Iteration 31Q: 3 clusters Score -7499687 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -7499723.500000 Penalty: 5266.627441
	Iteration 32Q: 3 clusters Score -7499724 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -7499780.000000 Penalty: 5266.627441
	Iteration 33Q: 3 clusters Score -7499780 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -7499867.000000 Penalty: 5266.627441
	Iteration 34Q: 3 clusters Score -7499867 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -7499919.500000 Penalty: 5266.627441
	Iteration 35Q: 3 clusters Score -7499920 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -7499972.000000 Penalty: 5266.627441
	Iteration 36Q: 3 clusters Score -7499972 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -7500024.500000 Penalty: 5266.627441
	Iteration 37Q: 3 clusters Score -7500024 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -7500082.000000 Penalty: 5266.627441
	Iteration 38Q: 3 clusters Score -7500082 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -7500124.000000 Penalty: 5266.627441
	Iteration 39Q: 3 clusters Score -7500124 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -7500139.000000 Penalty: 5266.627441
	Iteration 40F: 3 clusters Score -7500139 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -7500189.000000 Penalty: 5266.627441
	Iteration 41Q: 3 clusters Score -7500189 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -7500214.500000 Penalty: 5266.627441
	Iteration 42Q: 3 clusters Score -7500214 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -7500219.000000 Penalty: 5266.627441
	Iteration 43Q: 3 clusters Score -7500219 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -7500238.500000 Penalty: 5266.627441
	Iteration 44Q: 3 clusters Score -7500238 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -7500258.000000 Penalty: 5266.627441
	Iteration 45Q: 3 clusters Score -7500258 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7500285 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7500284 nChanged 105
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Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7500310 nChanged 101
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Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7500346 nChanged 95
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7500354 nChanged 88
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Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7500370 nChanged 98
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7500392 nChanged 89
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7500420 nChanged 75
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7500439 nChanged 79
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7500444 nChanged 73
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7500461 nChanged 76
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7500470 nChanged 62
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7500468 nChanged 56
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7500489 nChanged 52
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Entering Unmasked Estep 
Score: -7500504.500000 Penalty: 5266.627441
	Iteration 60F: 3 clusters Score -7500504 nChanged 41
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Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7500506 nChanged 30
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7500518 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36342 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7500523 nChanged 23
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Mstep: Class 1 contains 36365 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7500532 nChanged 22
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Mstep: Class 1 contains 36387 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7500518 nChanged 26
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Mstep: Class 1 contains 36413 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7500521 nChanged 31
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7500502 nChanged 42
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7500494 nChanged 48
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Entering Unmasked Estep 
Score: -7500513.500000 Penalty: 5266.627441
	Iteration 69Q: 3 clusters Score -7500514 nChanged 44
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7500518 nChanged 41
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Mstep: Class 1 contains 36619 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7500535 nChanged 42
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Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7500550 nChanged 38
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7500560 nChanged 38
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Mstep: Class 1 contains 36733 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7500575 nChanged 45
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Mstep: Class 1 contains 36778 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7500580 nChanged 55
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Mstep: Class 1 contains 36831 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7500580 nChanged 47
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Mstep: Class 1 contains 36878 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7500588 nChanged 47
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7500598 nChanged 46
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	Iteration 79Q: 3 clusters Score -7500616 nChanged 39
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Entering Unmasked Estep 
Score: -7500605.000000 Penalty: 5266.627441
	Iteration 80F: 3 clusters Score -7500605 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7500619 nChanged 25
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	Iteration 82Q: 3 clusters Score -7500624 nChanged 25
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7500632 nChanged 25
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7500638 nChanged 19
Entering Unmasked Mstep 
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	Iteration 85Q: 3 clusters Score -7500642 nChanged 16
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	Iteration 86Q: 3 clusters Score -7500644 nChanged 16
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7500644 nChanged 17
Entering Unmasked Mstep 
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	Iteration 88Q: 3 clusters Score -7500642 nChanged 21
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7500646 nChanged 26
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Mstep: Class 1 contains 37236 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7500660 nChanged 29
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Mstep: Class 1 contains 37263 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7500668 nChanged 20
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Entering Unmasked Estep 
Score: -7500658.000000 Penalty: 5266.627441
	Iteration 92Q: 3 clusters Score -7500658 nChanged 23
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	Iteration 93Q: 3 clusters Score -7500662 nChanged 22
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	Iteration 94Q: 3 clusters Score -7500672 nChanged 15
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	Iteration 95Q: 3 clusters Score -7500678 nChanged 18
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	Iteration 96Q: 3 clusters Score -7500674 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7500678 nChanged 21
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7500679 nChanged 26
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	Iteration 99Q: 3 clusters Score -7500692 nChanged 24
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7500688 nChanged 14
Entering Unmasked Mstep 
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	Iteration 101Q: 3 clusters Score -7500695 nChanged 11
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7500693 nChanged 14
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7500694 nChanged 12
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7500686 nChanged 13
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	Iteration 105Q: 3 clusters Score -7500690 nChanged 15
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Mstep: Class 1 contains 37527 members 
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	Iteration 106Q: 3 clusters Score -7500686 nChanged 16
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	Iteration 107Q: 3 clusters Score -7500688 nChanged 16
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	Iteration 108Q: 3 clusters Score -7500692 nChanged 8
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Mstep: Class 1 contains 37567 members 
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	Iteration 109Q: 3 clusters Score -7500704 nChanged 8
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Mstep: Class 1 contains 37575 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7500702 nChanged 4
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Mstep: Class 1 contains 37579 members 
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	Iteration 111Q: 3 clusters Score -7500704 nChanged 3
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Mstep: Class 1 contains 37582 members 
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Entering Unmasked Estep 
Score: -7500709.500000 Penalty: 5266.627441
	Iteration 112Q: 3 clusters Score -7500710 nChanged 4
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Entering Unmasked Estep 
Score: -7500712.000000 Penalty: 5266.627441
	Iteration 113Q: 3 clusters Score -7500712 nChanged 3
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7500702 nChanged 8
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7500710 nChanged 7
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Entering Unmasked Estep 
Score: -7500702.500000 Penalty: 5266.627441
	Iteration 116Q: 3 clusters Score -7500702 nChanged 8
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Entering Unmasked Estep 
Score: -7500706.500000 Penalty: 5266.627441
	Iteration 117Q: 3 clusters Score -7500706 nChanged 6
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Entering Unmasked Estep 
Score: -7500709.500000 Penalty: 5266.627441
	Iteration 118Q: 3 clusters Score -7500710 nChanged 9
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Entering Unmasked Estep 
Score: -7500715.000000 Penalty: 5266.627441
	Iteration 119Q: 3 clusters Score -7500715 nChanged 9
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Entering Unmasked Estep 
Score: -7500709.000000 Penalty: 5266.627441
	Iteration 120F: 3 clusters Score -7500709 nChanged 7
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Mstep: Class 1 contains 37643 members 
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Entering Unmasked Estep 
Score: -7500719.500000 Penalty: 5266.627441
	Iteration 121Q: 3 clusters Score -7500720 nChanged 7
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Entering Unmasked Estep 
Score: -7500711.500000 Penalty: 5266.627441
	Iteration 122Q: 3 clusters Score -7500712 nChanged 6
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7500718 nChanged 10
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Entering Unmasked Estep 
Score: -7500714.000000 Penalty: 5266.627441
	Iteration 124Q: 3 clusters Score -7500714 nChanged 12
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7500720 nChanged 5
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Score: -7500722.500000 Penalty: 5266.627441
	Iteration 126Q: 3 clusters Score -7500722 nChanged 7
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Entering Unmasked Estep 
Score: -7500729.500000 Penalty: 5266.627441
	Iteration 127Q: 3 clusters Score -7500730 nChanged 3
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Entering Unmasked Estep 
Score: -7500732.000000 Penalty: 5266.627441
	Iteration 128Q: 3 clusters Score -7500732 nChanged 2
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Entering Unmasked Estep 
Score: -7500731.500000 Penalty: 5266.627441
	Iteration 129Q: 3 clusters Score -7500732 nChanged 3
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Entering Unmasked Estep 
Score: -7500728.000000 Penalty: 5266.627441
	Iteration 130Q: 3 clusters Score -7500728 nChanged 5
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Entering Unmasked Estep 
Score: -7500734.500000 Penalty: 5266.627441
	Iteration 131Q: 3 clusters Score -7500734 nChanged 4
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Entering Unmasked Estep 
Score: -7500733.500000 Penalty: 5266.627441
	Iteration 132Q: 3 clusters Score -7500734 nChanged 5
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Entering Unmasked Estep 
Score: -7500736.500000 Penalty: 5266.627441
	Iteration 133Q: 3 clusters Score -7500736 nChanged 5
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7500730 nChanged 7
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Entering Unmasked Estep 
Score: -7500721.500000 Penalty: 5266.627441
	Iteration 135Q: 3 clusters Score -7500722 nChanged 9
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Entering Unmasked Estep 
Score: -7500725.000000 Penalty: 5266.627441
	Iteration 136Q: 3 clusters Score -7500725 nChanged 14
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Entering Unmasked Estep 
Score: -7500727.000000 Penalty: 5266.627441
	Iteration 137Q: 3 clusters Score -7500727 nChanged 11
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7500730 nChanged 9
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7500736 nChanged 6
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Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -7500747.500000 Penalty: 5266.627441
	Iteration 140F: 3 clusters Score -7500748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7500751.000000 Penalty: 5266.627441
	Iteration 141Q: 3 clusters Score -7500751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7500728.000000 Penalty: 5266.627441
	Iteration 142Q: 3 clusters Score -7500728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7500725.500000 Penalty: 5266.627441
	Iteration 143Q: 3 clusters Score -7500726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7500727.500000 Penalty: 5266.627441
	Iteration 144Q: 3 clusters Score -7500728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -7500734.500000 Penalty: 5266.627441
	Iteration 145Q: 3 clusters Score -7500734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -7500729.500000 Penalty: 5266.627441
	Iteration 146Q: 3 clusters Score -7500730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -7500728.500000 Penalty: 5266.627441
	Iteration 147Q: 3 clusters Score -7500728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7500729.000000 Penalty: 5266.627441
	Iteration 148Q: 3 clusters Score -7500729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7500729.000000 Penalty: 5266.627441
	Iteration 149F: 3 clusters Score -7500729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Entering Unmasked Estep 
Score: -7333068.000000 Penalty: 2626.877930
	Iteration 0F: 2 clusters Score -7333068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -7305982.000000 Penalty: 5253.755859
	Iteration 0F: 3 clusters Score -7305982 nChanged 18331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -7316346.500000 Penalty: 5253.755859
	Iteration 1F: 3 clusters Score -7316346 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -7317261.000000 Penalty: 5253.755859
	Iteration 2F: 3 clusters Score -7317261 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -7318546.000000 Penalty: 5253.755859
	Iteration 3F: 3 clusters Score -7318546 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -7320221.000000 Penalty: 5253.755859
	Iteration 4F: 3 clusters Score -7320221 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -7322485.000000 Penalty: 5253.755859
	Iteration 5F: 3 clusters Score -7322485 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -7324785.500000 Penalty: 5253.755859
	Iteration 6F: 3 clusters Score -7324786 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -7327029.000000 Penalty: 5253.755859
	Iteration 7F: 3 clusters Score -7327029 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -7328750.000000 Penalty: 5253.755859
	Iteration 8F: 3 clusters Score -7328750 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -7329942.500000 Penalty: 5253.755859
	Iteration 9Q: 3 clusters Score -7329942 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -7330590.000000 Penalty: 5253.755859
	Iteration 10Q: 3 clusters Score -7330590 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -7330936.500000 Penalty: 5253.755859
	Iteration 11Q: 3 clusters Score -7330936 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -7331099.000000 Penalty: 5253.755859
	Iteration 12Q: 3 clusters Score -7331099 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -7331244.000000 Penalty: 5253.755859
	Iteration 13Q: 3 clusters Score -7331244 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -7331308.500000 Penalty: 5253.755859
	Iteration 14Q: 3 clusters Score -7331308 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -7331368.000000 Penalty: 5253.755859
	Iteration 15Q: 3 clusters Score -7331368 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -7331442.000000 Penalty: 5253.755859
	Iteration 16Q: 3 clusters Score -7331442 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -7331507.500000 Penalty: 5253.755859
	Iteration 17Q: 3 clusters Score -7331508 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -7331555.500000 Penalty: 5253.755859
	Iteration 18Q: 3 clusters Score -7331556 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -7331575.500000 Penalty: 5253.755859
	Iteration 19Q: 3 clusters Score -7331576 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -7331595.000000 Penalty: 5253.755859
	Iteration 20F: 3 clusters Score -7331595 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -7331625.500000 Penalty: 5253.755859
	Iteration 21Q: 3 clusters Score -7331626 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -7331647.000000 Penalty: 5253.755859
	Iteration 22Q: 3 clusters Score -7331647 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -7331659.500000 Penalty: 5253.755859
	Iteration 23Q: 3 clusters Score -7331660 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -7331684.000000 Penalty: 5253.755859
	Iteration 24Q: 3 clusters Score -7331684 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -7331718.000000 Penalty: 5253.755859
	Iteration 25Q: 3 clusters Score -7331718 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -7331748.000000 Penalty: 5253.755859
	Iteration 26Q: 3 clusters Score -7331748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7331773.500000 Penalty: 5253.755859
	Iteration 27Q: 3 clusters Score -7331774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -7331808.500000 Penalty: 5253.755859
	Iteration 28Q: 3 clusters Score -7331808 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7331828.000000 Penalty: 5253.755859
	Iteration 29Q: 3 clusters Score -7331828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -7331838.500000 Penalty: 5253.755859
	Iteration 30Q: 3 clusters Score -7331838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -7331858.500000 Penalty: 5253.755859
	Iteration 31Q: 3 clusters Score -7331858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -7331869.000000 Penalty: 5253.755859
	Iteration 32Q: 3 clusters Score -7331869 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -7331885.000000 Penalty: 5253.755859
	Iteration 33Q: 3 clusters Score -7331885 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -7331880.000000 Penalty: 5253.755859
	Iteration 34Q: 3 clusters Score -7331880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -7331890.500000 Penalty: 5253.755859
	Iteration 35Q: 3 clusters Score -7331890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7331900.000000 Penalty: 5253.755859
	Iteration 36Q: 3 clusters Score -7331900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -7331898.500000 Penalty: 5253.755859
	Iteration 37Q: 3 clusters Score -7331898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -7331900.500000 Penalty: 5253.755859
	Iteration 38Q: 3 clusters Score -7331900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7331898.000000 Penalty: 5253.755859
	Iteration 39Q: 3 clusters Score -7331898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -7331904.500000 Penalty: 5253.755859
	Iteration 40F: 3 clusters Score -7331904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7331914.500000 Penalty: 5253.755859
	Iteration 41Q: 3 clusters Score -7331914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -7331929.500000 Penalty: 5253.755859
	Iteration 42Q: 3 clusters Score -7331930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7331937.500000 Penalty: 5253.755859
	Iteration 43Q: 3 clusters Score -7331938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -7331943.500000 Penalty: 5253.755859
	Iteration 44Q: 3 clusters Score -7331944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -7331949.500000 Penalty: 5253.755859
	Iteration 45Q: 3 clusters Score -7331950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7331934.000000 Penalty: 5253.755859
	Iteration 46Q: 3 clusters Score -7331934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -7331933.500000 Penalty: 5253.755859
	Iteration 47Q: 3 clusters Score -7331934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7331940.000000 Penalty: 5253.755859
	Iteration 48Q: 3 clusters Score -7331940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7331947.000000 Penalty: 5253.755859
	Iteration 49Q: 3 clusters Score -7331947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7331942.500000 Penalty: 5253.755859
	Iteration 50Q: 3 clusters Score -7331942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37007 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7331947.500000 Penalty: 5253.755859
	Iteration 51Q: 3 clusters Score -7331948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7331947.500000 Penalty: 5253.755859
	Iteration 52Q: 3 clusters Score -7331948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -7331950.500000 Penalty: 5253.755859
	Iteration 53Q: 3 clusters Score -7331950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7331952.500000 Penalty: 5253.755859
	Iteration 54Q: 3 clusters Score -7331952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -7331947.500000 Penalty: 5253.755859
	Iteration 55Q: 3 clusters Score -7331948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7331949.500000 Penalty: 5253.755859
	Iteration 56Q: 3 clusters Score -7331950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7331950.000000 Penalty: 5253.755859
	Iteration 57Q: 3 clusters Score -7331950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -7331951.000000 Penalty: 5253.755859
	Iteration 58Q: 3 clusters Score -7331951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -7331946.500000 Penalty: 5253.755859
	Iteration 59Q: 3 clusters Score -7331946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7331946.000000 Penalty: 5253.755859
	Iteration 60F: 3 clusters Score -7331946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -7331945.000000 Penalty: 5253.755859
	Iteration 61Q: 3 clusters Score -7331945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -7331942.500000 Penalty: 5253.755859
	Iteration 62Q: 3 clusters Score -7331942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7331949.500000 Penalty: 5253.755859
	Iteration 63Q: 3 clusters Score -7331950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7331944.500000 Penalty: 5253.755859
	Iteration 64Q: 3 clusters Score -7331944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -7331940.500000 Penalty: 5253.755859
	Iteration 65Q: 3 clusters Score -7331940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37050 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -7331940.500000 Penalty: 5253.755859
	Iteration 66F: 3 clusters Score -7331940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Entering Unmasked Estep 
Score: -8587035.000000 Penalty: 2667.849121
	Iteration 0F: 2 clusters Score -8587035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8556250.000000 Penalty: 5335.698242
	Iteration 0F: 3 clusters Score -8556250 nChanged 21735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -8568271.000000 Penalty: 5335.698242
	Iteration 1F: 3 clusters Score -8568271 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -8568737.000000 Penalty: 5335.698242
	Iteration 2Q: 3 clusters Score -8568737 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -8569139.000000 Penalty: 5335.698242
	Iteration 3Q: 3 clusters Score -8569139 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -8569464.000000 Penalty: 5335.698242
	Iteration 4Q: 3 clusters Score -8569464 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -8569782.000000 Penalty: 5335.698242
	Iteration 5Q: 3 clusters Score -8569782 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -8570068.000000 Penalty: 5335.698242
	Iteration 6Q: 3 clusters Score -8570068 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -8570518.000000 Penalty: 5335.698242
	Iteration 7Q: 3 clusters Score -8570518 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -8571101.000000 Penalty: 5335.698242
	Iteration 8Q: 3 clusters Score -8571101 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -8571927.000000 Penalty: 5335.698242
	Iteration 9Q: 3 clusters Score -8571927 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -8573002.000000 Penalty: 5335.698242
	Iteration 10Q: 3 clusters Score -8573002 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -8574333.000000 Penalty: 5335.698242
	Iteration 11Q: 3 clusters Score -8574333 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -8575784.000000 Penalty: 5335.698242
	Iteration 12Q: 3 clusters Score -8575784 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -8577305.000000 Penalty: 5335.698242
	Iteration 13Q: 3 clusters Score -8577305 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -8578639.000000 Penalty: 5335.698242
	Iteration 14Q: 3 clusters Score -8578639 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -8579623.000000 Penalty: 5335.698242
	Iteration 15Q: 3 clusters Score -8579623 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -8580338.000000 Penalty: 5335.698242
	Iteration 16Q: 3 clusters Score -8580338 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -8580871.000000 Penalty: 5335.698242
	Iteration 17Q: 3 clusters Score -8580871 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -8581248.000000 Penalty: 5335.698242
	Iteration 18Q: 3 clusters Score -8581248 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -8581544.000000 Penalty: 5335.698242
	Iteration 19Q: 3 clusters Score -8581544 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -8581778.000000 Penalty: 5335.698242
	Iteration 20F: 3 clusters Score -8581778 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -8581969.000000 Penalty: 5335.698242
	Iteration 21Q: 3 clusters Score -8581969 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -8582220.000000 Penalty: 5335.698242
	Iteration 22Q: 3 clusters Score -8582220 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -8582473.000000 Penalty: 5335.698242
	Iteration 23Q: 3 clusters Score -8582473 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -8582738.000000 Penalty: 5335.698242
	Iteration 24Q: 3 clusters Score -8582738 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -8583034.000000 Penalty: 5335.698242
	Iteration 25Q: 3 clusters Score -8583034 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -8583305.000000 Penalty: 5335.698242
	Iteration 26Q: 3 clusters Score -8583305 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -8583509.000000 Penalty: 5335.698242
	Iteration 27Q: 3 clusters Score -8583509 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -8583741.000000 Penalty: 5335.698242
	Iteration 28Q: 3 clusters Score -8583741 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -8583904.000000 Penalty: 5335.698242
	Iteration 29Q: 3 clusters Score -8583904 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8584104.000000 Penalty: 5335.698242
	Iteration 30Q: 3 clusters Score -8584104 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8584243.000000 Penalty: 5335.698242
	Iteration 31Q: 3 clusters Score -8584243 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -8584351.000000 Penalty: 5335.698242
	Iteration 32Q: 3 clusters Score -8584351 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -8584421.000000 Penalty: 5335.698242
	Iteration 33Q: 3 clusters Score -8584421 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8584504.000000 Penalty: 5335.698242
	Iteration 34Q: 3 clusters Score -8584504 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8584604.000000 Penalty: 5335.698242
	Iteration 35Q: 3 clusters Score -8584604 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8584652.000000 Penalty: 5335.698242
	Iteration 36Q: 3 clusters Score -8584652 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8584702.000000 Penalty: 5335.698242
	Iteration 37Q: 3 clusters Score -8584702 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8584750.000000 Penalty: 5335.698242
	Iteration 38Q: 3 clusters Score -8584750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8584779.000000 Penalty: 5335.698242
	Iteration 39Q: 3 clusters Score -8584779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8584822.000000 Penalty: 5335.698242
	Iteration 40F: 3 clusters Score -8584822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8584842.000000 Penalty: 5335.698242
	Iteration 41Q: 3 clusters Score -8584842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8584855.000000 Penalty: 5335.698242
	Iteration 42Q: 3 clusters Score -8584855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8584870.000000 Penalty: 5335.698242
	Iteration 43Q: 3 clusters Score -8584870 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8584880.000000 Penalty: 5335.698242
	Iteration 44Q: 3 clusters Score -8584880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46212 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8584875.000000 Penalty: 5335.698242
	Iteration 45Q: 3 clusters Score -8584875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8584875.000000 Penalty: 5335.698242
	Iteration 46Q: 3 clusters Score -8584875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8584869.000000 Penalty: 5335.698242
	Iteration 47Q: 3 clusters Score -8584869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8584879.000000 Penalty: 5335.698242
	Iteration 48Q: 3 clusters Score -8584879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8584876.000000 Penalty: 5335.698242
	Iteration 49Q: 3 clusters Score -8584876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8584880.000000 Penalty: 5335.698242
	Iteration 50Q: 3 clusters Score -8584880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8584884.000000 Penalty: 5335.698242
	Iteration 51Q: 3 clusters Score -8584884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8584884.000000 Penalty: 5335.698242
	Iteration 52Q: 3 clusters Score -8584884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8584885.000000 Penalty: 5335.698242
	Iteration 53Q: 3 clusters Score -8584885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8584889.000000 Penalty: 5335.698242
	Iteration 54Q: 3 clusters Score -8584889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8584891.000000 Penalty: 5335.698242
	Iteration 55Q: 3 clusters Score -8584891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8584891.000000 Penalty: 5335.698242
	Iteration 56Q: 3 clusters Score -8584891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8584890.000000 Penalty: 5335.698242
	Iteration 57Q: 3 clusters Score -8584890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8584894.000000 Penalty: 5335.698242
	Iteration 58Q: 3 clusters Score -8584894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8584894.000000 Penalty: 5335.698242
	Iteration 59F: 3 clusters Score -8584894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Entering Unmasked Estep 
Score: -9175718.000000 Penalty: 2680.120117
	Iteration 0F: 2 clusters Score -9175718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -9144950.000000 Penalty: 5360.240234
	Iteration 0F: 3 clusters Score -9144950 nChanged 22724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -9157779.000000 Penalty: 5360.240234
	Iteration 1F: 3 clusters Score -9157779 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -9158683.000000 Penalty: 5360.240234
	Iteration 2Q: 3 clusters Score -9158683 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -9159664.000000 Penalty: 5360.240234
	Iteration 3Q: 3 clusters Score -9159664 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -9160894.000000 Penalty: 5360.240234
	Iteration 4F: 3 clusters Score -9160894 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 32159 members 
Entering Unmasked Estep 
Score: -9162619.000000 Penalty: 5360.240234
	Iteration 5F: 3 clusters Score -9162619 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -9164803.000000 Penalty: 5360.240234
	Iteration 6F: 3 clusters Score -9164803 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -9167245.000000 Penalty: 5360.240234
	Iteration 7F: 3 clusters Score -9167245 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -9169377.000000 Penalty: 5360.240234
	Iteration 8F: 3 clusters Score -9169377 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -9170895.000000 Penalty: 5360.240234
	Iteration 9Q: 3 clusters Score -9170895 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -9171877.000000 Penalty: 5360.240234
	Iteration 10Q: 3 clusters Score -9171877 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -9172414.000000 Penalty: 5360.240234
	Iteration 11Q: 3 clusters Score -9172414 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -9172772.000000 Penalty: 5360.240234
	Iteration 12Q: 3 clusters Score -9172772 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -9173024.000000 Penalty: 5360.240234
	Iteration 13Q: 3 clusters Score -9173024 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -9173260.000000 Penalty: 5360.240234
	Iteration 14Q: 3 clusters Score -9173260 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -9173413.000000 Penalty: 5360.240234
	Iteration 15Q: 3 clusters Score -9173413 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -9173549.000000 Penalty: 5360.240234
	Iteration 16Q: 3 clusters Score -9173549 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -9173574.000000 Penalty: 5360.240234
	Iteration 17Q: 3 clusters Score -9173574 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -9173546.000000 Penalty: 5360.240234
	Iteration 18Q: 3 clusters Score -9173546 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -9173582.000000 Penalty: 5360.240234
	Iteration 19Q: 3 clusters Score -9173582 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -9173578.000000 Penalty: 5360.240234
	Iteration 20F: 3 clusters Score -9173578 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -9173597.000000 Penalty: 5360.240234
	Iteration 21Q: 3 clusters Score -9173597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -9173600.000000 Penalty: 5360.240234
	Iteration 22Q: 3 clusters Score -9173600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
Score: -9173610.000000 Penalty: 5360.240234
	Iteration 23Q: 3 clusters Score -9173610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -9173617.000000 Penalty: 5360.240234
	Iteration 24Q: 3 clusters Score -9173617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49068 members 
Entering Unmasked Estep 
Score: -9173621.000000 Penalty: 5360.240234
	Iteration 25Q: 3 clusters Score -9173621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -9173621.000000 Penalty: 5360.240234
	Iteration 26Q: 3 clusters Score -9173621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 49089 members 
Entering Unmasked Estep 
Score: -9173643.000000 Penalty: 5360.240234
	Iteration 27Q: 3 clusters Score -9173643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -9173648.000000 Penalty: 5360.240234
	Iteration 28Q: 3 clusters Score -9173648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 49099 members 
Entering Unmasked Estep 
Score: -9173655.000000 Penalty: 5360.240234
	Iteration 29Q: 3 clusters Score -9173655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -9173651.000000 Penalty: 5360.240234
	Iteration 30Q: 3 clusters Score -9173651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -9173650.000000 Penalty: 5360.240234
	Iteration 31Q: 3 clusters Score -9173650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -9173655.000000 Penalty: 5360.240234
	Iteration 32Q: 3 clusters Score -9173655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -9173655.000000 Penalty: 5360.240234
	Iteration 33Q: 3 clusters Score -9173655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -9173655.000000 Penalty: 5360.240234
	Iteration 34F: 3 clusters Score -9173655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Entering Unmasked Estep 
Score: -9241533.000000 Penalty: 2681.647705
	Iteration 0F: 2 clusters Score -9241533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -9210811.000000 Penalty: 5363.295410
	Iteration 0F: 3 clusters Score -9210811 nChanged 22984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -9223435.000000 Penalty: 5363.295410
	Iteration 1F: 3 clusters Score -9223435 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -9224105.000000 Penalty: 5363.295410
	Iteration 2Q: 3 clusters Score -9224105 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -9224869.000000 Penalty: 5363.295410
	Iteration 3Q: 3 clusters Score -9224869 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -9225620.000000 Penalty: 5363.295410
	Iteration 4Q: 3 clusters Score -9225620 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -9226655.000000 Penalty: 5363.295410
	Iteration 5Q: 3 clusters Score -9226655 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -9228111.000000 Penalty: 5363.295410
	Iteration 6F: 3 clusters Score -9228111 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -9229989.000000 Penalty: 5363.295410
	Iteration 7F: 3 clusters Score -9229989 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -9232278.000000 Penalty: 5363.295410
	Iteration 8F: 3 clusters Score -9232278 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -9234655.000000 Penalty: 5363.295410
	Iteration 9F: 3 clusters Score -9234655 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -9236184.000000 Penalty: 5363.295410
	Iteration 10Q: 3 clusters Score -9236184 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -9237025.000000 Penalty: 5363.295410
	Iteration 11Q: 3 clusters Score -9237025 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -9237461.000000 Penalty: 5363.295410
	Iteration 12Q: 3 clusters Score -9237461 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -9237738.000000 Penalty: 5363.295410
	Iteration 13Q: 3 clusters Score -9237738 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -9238030.000000 Penalty: 5363.295410
	Iteration 14Q: 3 clusters Score -9238030 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -9238257.000000 Penalty: 5363.295410
	Iteration 15Q: 3 clusters Score -9238257 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -9238504.000000 Penalty: 5363.295410
	Iteration 16Q: 3 clusters Score -9238504 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -9238668.000000 Penalty: 5363.295410
	Iteration 17Q: 3 clusters Score -9238668 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -9238840.000000 Penalty: 5363.295410
	Iteration 18Q: 3 clusters Score -9238840 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -9239023.000000 Penalty: 5363.295410
	Iteration 19Q: 3 clusters Score -9239023 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -9239158.000000 Penalty: 5363.295410
	Iteration 20F: 3 clusters Score -9239158 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -9239296.000000 Penalty: 5363.295410
	Iteration 21Q: 3 clusters Score -9239296 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -9239465.000000 Penalty: 5363.295410
	Iteration 22Q: 3 clusters Score -9239465 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -9239638.000000 Penalty: 5363.295410
	Iteration 23Q: 3 clusters Score -9239638 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -9239696.000000 Penalty: 5363.295410
	Iteration 24Q: 3 clusters Score -9239696 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -9239804.000000 Penalty: 5363.295410
	Iteration 25Q: 3 clusters Score -9239804 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -9239837.000000 Penalty: 5363.295410
	Iteration 26Q: 3 clusters Score -9239837 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -9239898.000000 Penalty: 5363.295410
	Iteration 27Q: 3 clusters Score -9239898 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -9239937.000000 Penalty: 5363.295410
	Iteration 28Q: 3 clusters Score -9239937 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -9239988.000000 Penalty: 5363.295410
	Iteration 29Q: 3 clusters Score -9239988 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -9239941.000000 Penalty: 5363.295410
	Iteration 30Q: 3 clusters Score -9239941 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -9239887.000000 Penalty: 5363.295410
	Iteration 31Q: 3 clusters Score -9239887 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -9239825.000000 Penalty: 5363.295410
	Iteration 32Q: 3 clusters Score -9239825 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -9239754.000000 Penalty: 5363.295410
	Iteration 33Q: 3 clusters Score -9239754 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -9239730.000000 Penalty: 5363.295410
	Iteration 34Q: 3 clusters Score -9239730 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -9239686.000000 Penalty: 5363.295410
	Iteration 35Q: 3 clusters Score -9239686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 48830 members 
Entering Unmasked Estep 
Score: -9239666.000000 Penalty: 5363.295410
	Iteration 36Q: 3 clusters Score -9239666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -9239635.000000 Penalty: 5363.295410
	Iteration 37Q: 3 clusters Score -9239635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -9239628.000000 Penalty: 5363.295410
	Iteration 38Q: 3 clusters Score -9239628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -9239630.000000 Penalty: 5363.295410
	Iteration 39Q: 3 clusters Score -9239630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -9239636.000000 Penalty: 5363.295410
	Iteration 40F: 3 clusters Score -9239636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -9239621.000000 Penalty: 5363.295410
	Iteration 41Q: 3 clusters Score -9239621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -9239642.000000 Penalty: 5363.295410
	Iteration 42Q: 3 clusters Score -9239642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -9239622.000000 Penalty: 5363.295410
	Iteration 43Q: 3 clusters Score -9239622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -9239608.000000 Penalty: 5363.295410
	Iteration 44Q: 3 clusters Score -9239608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -9239613.000000 Penalty: 5363.295410
	Iteration 45Q: 3 clusters Score -9239613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -9239605.000000 Penalty: 5363.295410
	Iteration 46Q: 3 clusters Score -9239605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -9239587.000000 Penalty: 5363.295410
	Iteration 47Q: 3 clusters Score -9239587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -9239591.000000 Penalty: 5363.295410
	Iteration 48Q: 3 clusters Score -9239591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -9239584.000000 Penalty: 5363.295410
	Iteration 49Q: 3 clusters Score -9239584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -9239589.000000 Penalty: 5363.295410
	Iteration 50Q: 3 clusters Score -9239589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -9239582.000000 Penalty: 5363.295410
	Iteration 51Q: 3 clusters Score -9239582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -9239584.000000 Penalty: 5363.295410
	Iteration 52Q: 3 clusters Score -9239584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -9239585.000000 Penalty: 5363.295410
	Iteration 53Q: 3 clusters Score -9239585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -9239585.000000 Penalty: 5363.295410
	Iteration 54F: 3 clusters Score -9239585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Entering Unmasked Estep 
Score: -8627656.000000 Penalty: 2665.232666
	Iteration 0F: 2 clusters Score -8627656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -8597868.000000 Penalty: 5330.465332
	Iteration 0F: 3 clusters Score -8597868 nChanged 21366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -8609632.000000 Penalty: 5330.465332
	Iteration 1F: 3 clusters Score -8609632 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -8610512.000000 Penalty: 5330.465332
	Iteration 2Q: 3 clusters Score -8610512 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -8611518.000000 Penalty: 5330.465332
	Iteration 3F: 3 clusters Score -8611518 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -8613001.000000 Penalty: 5330.465332
	Iteration 4F: 3 clusters Score -8613001 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -8615093.000000 Penalty: 5330.465332
	Iteration 5F: 3 clusters Score -8615093 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -8618093.000000 Penalty: 5330.465332
	Iteration 6F: 3 clusters Score -8618093 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -8621075.000000 Penalty: 5330.465332
	Iteration 7F: 3 clusters Score -8621075 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -8623194.000000 Penalty: 5330.465332
	Iteration 8Q: 3 clusters Score -8623194 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -8624296.000000 Penalty: 5330.465332
	Iteration 9Q: 3 clusters Score -8624296 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -8624824.000000 Penalty: 5330.465332
	Iteration 10Q: 3 clusters Score -8624824 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -8625107.000000 Penalty: 5330.465332
	Iteration 11Q: 3 clusters Score -8625107 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -8625359.000000 Penalty: 5330.465332
	Iteration 12Q: 3 clusters Score -8625359 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -8625569.000000 Penalty: 5330.465332
	Iteration 13Q: 3 clusters Score -8625569 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -8625728.000000 Penalty: 5330.465332
	Iteration 14Q: 3 clusters Score -8625728 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -8625824.000000 Penalty: 5330.465332
	Iteration 15Q: 3 clusters Score -8625824 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -8625930.000000 Penalty: 5330.465332
	Iteration 16Q: 3 clusters Score -8625930 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -8626006.000000 Penalty: 5330.465332
	Iteration 17Q: 3 clusters Score -8626006 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -8626044.000000 Penalty: 5330.465332
	Iteration 18Q: 3 clusters Score -8626044 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -8626083.000000 Penalty: 5330.465332
	Iteration 19Q: 3 clusters Score -8626083 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -8626154.000000 Penalty: 5330.465332
	Iteration 20F: 3 clusters Score -8626154 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -8626197.000000 Penalty: 5330.465332
	Iteration 21Q: 3 clusters Score -8626197 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -8626218.000000 Penalty: 5330.465332
	Iteration 22Q: 3 clusters Score -8626218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -8626244.000000 Penalty: 5330.465332
	Iteration 23Q: 3 clusters Score -8626244 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -8626257.000000 Penalty: 5330.465332
	Iteration 24Q: 3 clusters Score -8626257 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -8626287.000000 Penalty: 5330.465332
	Iteration 25Q: 3 clusters Score -8626287 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -8626341.000000 Penalty: 5330.465332
	Iteration 26Q: 3 clusters Score -8626341 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -8626324.000000 Penalty: 5330.465332
	Iteration 27Q: 3 clusters Score -8626324 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -8626352.000000 Penalty: 5330.465332
	Iteration 28Q: 3 clusters Score -8626352 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -8626354.000000 Penalty: 5330.465332
	Iteration 29Q: 3 clusters Score -8626354 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -8626358.000000 Penalty: 5330.465332
	Iteration 30Q: 3 clusters Score -8626358 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -8626364.000000 Penalty: 5330.465332
	Iteration 31Q: 3 clusters Score -8626364 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -8626368.000000 Penalty: 5330.465332
	Iteration 32Q: 3 clusters Score -8626368 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -8626369.000000 Penalty: 5330.465332
	Iteration 33Q: 3 clusters Score -8626369 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -8626389.000000 Penalty: 5330.465332
	Iteration 34Q: 3 clusters Score -8626389 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -8626385.000000 Penalty: 5330.465332
	Iteration 35Q: 3 clusters Score -8626385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -8626394.000000 Penalty: 5330.465332
	Iteration 36Q: 3 clusters Score -8626394 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -8626392.000000 Penalty: 5330.465332
	Iteration 37Q: 3 clusters Score -8626392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -8626398.000000 Penalty: 5330.465332
	Iteration 38Q: 3 clusters Score -8626398 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -8626386.000000 Penalty: 5330.465332
	Iteration 39Q: 3 clusters Score -8626386 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -8626370.000000 Penalty: 5330.465332
	Iteration 40F: 3 clusters Score -8626370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8626364.000000 Penalty: 5330.465332
	Iteration 41Q: 3 clusters Score -8626364 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -8626349.000000 Penalty: 5330.465332
	Iteration 42Q: 3 clusters Score -8626349 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -8626321.000000 Penalty: 5330.465332
	Iteration 43Q: 3 clusters Score -8626321 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -8626327.000000 Penalty: 5330.465332
	Iteration 44Q: 3 clusters Score -8626327 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -8626322.000000 Penalty: 5330.465332
	Iteration 45Q: 3 clusters Score -8626322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -8626336.000000 Penalty: 5330.465332
	Iteration 46Q: 3 clusters Score -8626336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -8626321.000000 Penalty: 5330.465332
	Iteration 47Q: 3 clusters Score -8626321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -8626323.000000 Penalty: 5330.465332
	Iteration 48Q: 3 clusters Score -8626323 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8626310.000000 Penalty: 5330.465332
	Iteration 49Q: 3 clusters Score -8626310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -8626276.000000 Penalty: 5330.465332
	Iteration 50Q: 3 clusters Score -8626276 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -8626242.000000 Penalty: 5330.465332
	Iteration 51Q: 3 clusters Score -8626242 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -8626197.000000 Penalty: 5330.465332
	Iteration 52Q: 3 clusters Score -8626197 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -8626195.000000 Penalty: 5330.465332
	Iteration 53Q: 3 clusters Score -8626195 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -8626203.000000 Penalty: 5330.465332
	Iteration 54Q: 3 clusters Score -8626203 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -8626176.000000 Penalty: 5330.465332
	Iteration 55Q: 3 clusters Score -8626176 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -8626152.000000 Penalty: 5330.465332
	Iteration 56Q: 3 clusters Score -8626152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -8626137.000000 Penalty: 5330.465332
	Iteration 57Q: 3 clusters Score -8626137 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -8626141.000000 Penalty: 5330.465332
	Iteration 58Q: 3 clusters Score -8626141 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 44613 members 
Entering Unmasked Estep 
Score: -8626133.000000 Penalty: 5330.465332
	Iteration 59Q: 3 clusters Score -8626133 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -8626147.000000 Penalty: 5330.465332
	Iteration 60F: 3 clusters Score -8626147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -8626126.000000 Penalty: 5330.465332
	Iteration 61Q: 3 clusters Score -8626126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -8626096.000000 Penalty: 5330.465332
	Iteration 62Q: 3 clusters Score -8626096 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -8626089.000000 Penalty: 5330.465332
	Iteration 63Q: 3 clusters Score -8626089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -8626074.000000 Penalty: 5330.465332
	Iteration 64Q: 3 clusters Score -8626074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -8626059.000000 Penalty: 5330.465332
	Iteration 65Q: 3 clusters Score -8626059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8626069.000000 Penalty: 5330.465332
	Iteration 66Q: 3 clusters Score -8626069 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -8626061.000000 Penalty: 5330.465332
	Iteration 67Q: 3 clusters Score -8626061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -8626038.000000 Penalty: 5330.465332
	Iteration 68Q: 3 clusters Score -8626038 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -8626035.000000 Penalty: 5330.465332
	Iteration 69Q: 3 clusters Score -8626035 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -8626027.000000 Penalty: 5330.465332
	Iteration 70Q: 3 clusters Score -8626027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8626050.000000 Penalty: 5330.465332
	Iteration 71Q: 3 clusters Score -8626050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -8626040.000000 Penalty: 5330.465332
	Iteration 72Q: 3 clusters Score -8626040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -8626040.000000 Penalty: 5330.465332
	Iteration 73Q: 3 clusters Score -8626040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -8626028.000000 Penalty: 5330.465332
	Iteration 74Q: 3 clusters Score -8626028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -8626012.000000 Penalty: 5330.465332
	Iteration 75Q: 3 clusters Score -8626012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -8626007.000000 Penalty: 5330.465332
	Iteration 76Q: 3 clusters Score -8626007 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -8625988.000000 Penalty: 5330.465332
	Iteration 77Q: 3 clusters Score -8625988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -8625957.000000 Penalty: 5330.465332
	Iteration 78Q: 3 clusters Score -8625957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -8625953.000000 Penalty: 5330.465332
	Iteration 79Q: 3 clusters Score -8625953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -8625959.000000 Penalty: 5330.465332
	Iteration 80F: 3 clusters Score -8625959 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -8625947.000000 Penalty: 5330.465332
	Iteration 81Q: 3 clusters Score -8625947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -8625951.000000 Penalty: 5330.465332
	Iteration 82Q: 3 clusters Score -8625951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -8625955.000000 Penalty: 5330.465332
	Iteration 83Q: 3 clusters Score -8625955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -8625949.000000 Penalty: 5330.465332
	Iteration 84Q: 3 clusters Score -8625949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -8625954.000000 Penalty: 5330.465332
	Iteration 85Q: 3 clusters Score -8625954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -8625953.000000 Penalty: 5330.465332
	Iteration 86Q: 3 clusters Score -8625953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -8625953.000000 Penalty: 5330.465332
	Iteration 87Q: 3 clusters Score -8625953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -8625959.000000 Penalty: 5330.465332
	Iteration 88Q: 3 clusters Score -8625959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -8625951.000000 Penalty: 5330.465332
	Iteration 89Q: 3 clusters Score -8625951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -8625947.000000 Penalty: 5330.465332
	Iteration 90Q: 3 clusters Score -8625947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -8625956.000000 Penalty: 5330.465332
	Iteration 91Q: 3 clusters Score -8625956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -8625947.000000 Penalty: 5330.465332
	Iteration 92Q: 3 clusters Score -8625947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -8625955.000000 Penalty: 5330.465332
	Iteration 93Q: 3 clusters Score -8625955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -8625949.000000 Penalty: 5330.465332
	Iteration 94Q: 3 clusters Score -8625949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -8625941.000000 Penalty: 5330.465332
	Iteration 95Q: 3 clusters Score -8625941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -8625957.000000 Penalty: 5330.465332
	Iteration 96Q: 3 clusters Score -8625957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -8625956.000000 Penalty: 5330.465332
	Iteration 97Q: 3 clusters Score -8625956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -8625956.000000 Penalty: 5330.465332
	Iteration 98Q: 3 clusters Score -8625956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -8625955.000000 Penalty: 5330.465332
	Iteration 99Q: 3 clusters Score -8625955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -8625967.000000 Penalty: 5330.465332
	Iteration 100F: 3 clusters Score -8625967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -8625967.000000 Penalty: 5330.465332
	Iteration 101Q: 3 clusters Score -8625967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -8625971.000000 Penalty: 5330.465332
	Iteration 102Q: 3 clusters Score -8625971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -8625966.000000 Penalty: 5330.465332
	Iteration 103Q: 3 clusters Score -8625966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -8625971.000000 Penalty: 5330.465332
	Iteration 104Q: 3 clusters Score -8625971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -8625966.000000 Penalty: 5330.465332
	Iteration 105Q: 3 clusters Score -8625966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -8625965.000000 Penalty: 5330.465332
	Iteration 106Q: 3 clusters Score -8625965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -8625951.000000 Penalty: 5330.465332
	Iteration 107Q: 3 clusters Score -8625951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -8625954.000000 Penalty: 5330.465332
	Iteration 108Q: 3 clusters Score -8625954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -8625964.000000 Penalty: 5330.465332
	Iteration 109Q: 3 clusters Score -8625964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -8625963.000000 Penalty: 5330.465332
	Iteration 110Q: 3 clusters Score -8625963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -8625961.000000 Penalty: 5330.465332
	Iteration 111Q: 3 clusters Score -8625961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -8625974.000000 Penalty: 5330.465332
	Iteration 112Q: 3 clusters Score -8625974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -8625961.000000 Penalty: 5330.465332
	Iteration 113Q: 3 clusters Score -8625961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -8625959.000000 Penalty: 5330.465332
	Iteration 114Q: 3 clusters Score -8625959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -8625953.000000 Penalty: 5330.465332
	Iteration 115Q: 3 clusters Score -8625953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -8625954.000000 Penalty: 5330.465332
	Iteration 116Q: 3 clusters Score -8625954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -8625959.000000 Penalty: 5330.465332
	Iteration 117Q: 3 clusters Score -8625959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -8625959.000000 Penalty: 5330.465332
	Iteration 118F: 3 clusters Score -8625959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -183105.125000 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -183105.1 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 532 members 
Entering Unmasked Estep 
Score: -181229.984375 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -181230 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -181699.656250 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -181699.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -181890.843750 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -181890.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -182006.390625 Penalty: 3450.446533
	Iteration 3F: 3 clusters Score -182006.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -182122.609375 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -182122.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -182239.875000 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -182239.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -182352.234375 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -182352.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -182473.250000 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -182473.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -182569.687500 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -182569.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -182656.750000 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -182656.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -182730.203125 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -182730.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -182766.046875 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -182766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -182791.875000 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -182791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -182811.250000 Penalty: 3450.446533
	Iteration 13Q: 3 clusters Score -182811.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -182827.234375 Penalty: 3450.446533
	Iteration 14Q: 3 clusters Score -182827.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -182841.640625 Penalty: 3450.446533
	Iteration 15Q: 3 clusters Score -182841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -182848.406250 Penalty: 3450.446533
	Iteration 16Q: 3 clusters Score -182848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -182849.218750 Penalty: 3450.446533
	Iteration 17Q: 3 clusters Score -182849.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -182886.015625 Penalty: 3450.446533
	Iteration 18F: 3 clusters Score -182886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -183035.125000 Penalty: 3450.446533
	Iteration 19Q: 3 clusters Score -183035.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -183066.750000 Penalty: 3450.446533
	Iteration 20F: 3 clusters Score -183066.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -183074.718750 Penalty: 3450.446533
	Iteration 21Q: 3 clusters Score -183074.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -183082.234375 Penalty: 3450.446533
	Iteration 22Q: 3 clusters Score -183082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -183085.359375 Penalty: 3450.446533
	Iteration 23Q: 3 clusters Score -183085.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -183085.359375 Penalty: 3450.446533
	Iteration 24F: 3 clusters Score -183085.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -84623.867188 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -84623.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83149.226562 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -83149.23 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -83455.351562 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -83455.35 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -83513.539062 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -83513.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83603.695312 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -83603.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -83710.281250 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -83710.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -83777.257812 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -83777.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83791.625000 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -83791.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -83808.335938 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -83808.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -83809.343750 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -83809.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83809.843750 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -83809.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -83810.976562 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -83810.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -83816.984375 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -83816.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -83824.640625 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -83824.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83838.320312 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -83838.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83838.320312 Penalty: 3123.366211
	Iteration 14F: 3 clusters Score -83838.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Entering Unmasked Estep 
Score: -8606575.000000 Penalty: 2664.484619
	Iteration 0F: 2 clusters Score -8606575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -8576902.000000 Penalty: 5328.969238
	Iteration 0F: 3 clusters Score -8576902 nChanged 21424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -8588515.000000 Penalty: 5328.969238
	Iteration 1F: 3 clusters Score -8588515 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -8588972.000000 Penalty: 5328.969238
	Iteration 2Q: 3 clusters Score -8588972 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -8589387.000000 Penalty: 5328.969238
	Iteration 3Q: 3 clusters Score -8589387 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -8589788.000000 Penalty: 5328.969238
	Iteration 4Q: 3 clusters Score -8589788 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -8590241.000000 Penalty: 5328.969238
	Iteration 5Q: 3 clusters Score -8590241 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -8590781.000000 Penalty: 5328.969238
	Iteration 6Q: 3 clusters Score -8590781 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -8591768.000000 Penalty: 5328.969238
	Iteration 7Q: 3 clusters Score -8591768 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -8593369.000000 Penalty: 5328.969238
	Iteration 8F: 3 clusters Score -8593369 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -8595776.000000 Penalty: 5328.969238
	Iteration 9F: 3 clusters Score -8595776 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -8598923.000000 Penalty: 5328.969238
	Iteration 10F: 3 clusters Score -8598923 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -8602044.000000 Penalty: 5328.969238
	Iteration 11F: 3 clusters Score -8602044 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -8603463.000000 Penalty: 5328.969238
	Iteration 12Q: 3 clusters Score -8603463 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -8603977.000000 Penalty: 5328.969238
	Iteration 13Q: 3 clusters Score -8603977 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -8604094.000000 Penalty: 5328.969238
	Iteration 14Q: 3 clusters Score -8604094 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -8604224.000000 Penalty: 5328.969238
	Iteration 15Q: 3 clusters Score -8604224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8604263.000000 Penalty: 5328.969238
	Iteration 16Q: 3 clusters Score -8604263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -8604299.000000 Penalty: 5328.969238
	Iteration 17Q: 3 clusters Score -8604299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -8604306.000000 Penalty: 5328.969238
	Iteration 18Q: 3 clusters Score -8604306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -8604312.000000 Penalty: 5328.969238
	Iteration 19Q: 3 clusters Score -8604312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -8604324.000000 Penalty: 5328.969238
	Iteration 20F: 3 clusters Score -8604324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -8604329.000000 Penalty: 5328.969238
	Iteration 21Q: 3 clusters Score -8604329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -8604330.000000 Penalty: 5328.969238
	Iteration 22Q: 3 clusters Score -8604330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -8604345.000000 Penalty: 5328.969238
	Iteration 23Q: 3 clusters Score -8604345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -8604346.000000 Penalty: 5328.969238
	Iteration 24Q: 3 clusters Score -8604346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -8604344.000000 Penalty: 5328.969238
	Iteration 25Q: 3 clusters Score -8604344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -8604344.000000 Penalty: 5328.969238
	Iteration 26F: 3 clusters Score -8604344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Entering Unmasked Estep 
Score: -7839138.000000 Penalty: 2642.316650
	Iteration 0F: 2 clusters Score -7839138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -7810724.000000 Penalty: 5284.633301
	Iteration 0F: 3 clusters Score -7810724 nChanged 19447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -7821427.000000 Penalty: 5284.633301
	Iteration 1F: 3 clusters Score -7821427 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -7821780.000000 Penalty: 5284.633301
	Iteration 2Q: 3 clusters Score -7821780 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -7822079.500000 Penalty: 5284.633301
	Iteration 3Q: 3 clusters Score -7822080 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -7822371.500000 Penalty: 5284.633301
	Iteration 4Q: 3 clusters Score -7822372 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -7822691.500000 Penalty: 5284.633301
	Iteration 5Q: 3 clusters Score -7822692 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -7823006.000000 Penalty: 5284.633301
	Iteration 6Q: 3 clusters Score -7823006 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -7823473.500000 Penalty: 5284.633301
	Iteration 7Q: 3 clusters Score -7823474 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -7824306.000000 Penalty: 5284.633301
	Iteration 8Q: 3 clusters Score -7824306 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -7825621.000000 Penalty: 5284.633301
	Iteration 9F: 3 clusters Score -7825621 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -7827728.000000 Penalty: 5284.633301
	Iteration 10F: 3 clusters Score -7827728 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -7830503.500000 Penalty: 5284.633301
	Iteration 11F: 3 clusters Score -7830504 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -7833540.500000 Penalty: 5284.633301
	Iteration 12F: 3 clusters Score -7833540 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -7835994.000000 Penalty: 5284.633301
	Iteration 13Q: 3 clusters Score -7835994 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -7836992.500000 Penalty: 5284.633301
	Iteration 14Q: 3 clusters Score -7836992 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -7837237.000000 Penalty: 5284.633301
	Iteration 15Q: 3 clusters Score -7837237 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -7837322.000000 Penalty: 5284.633301
	Iteration 16Q: 3 clusters Score -7837322 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -7837376.500000 Penalty: 5284.633301
	Iteration 17Q: 3 clusters Score -7837376 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -7837377.500000 Penalty: 5284.633301
	Iteration 18Q: 3 clusters Score -7837378 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -7837403.500000 Penalty: 5284.633301
	Iteration 19Q: 3 clusters Score -7837404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -7837397.500000 Penalty: 5284.633301
	Iteration 20F: 3 clusters Score -7837398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -7837406.500000 Penalty: 5284.633301
	Iteration 21Q: 3 clusters Score -7837406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -7837417.500000 Penalty: 5284.633301
	Iteration 22Q: 3 clusters Score -7837418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -7837416.500000 Penalty: 5284.633301
	Iteration 23Q: 3 clusters Score -7837416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -7837424.500000 Penalty: 5284.633301
	Iteration 24Q: 3 clusters Score -7837424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -7837434.000000 Penalty: 5284.633301
	Iteration 25Q: 3 clusters Score -7837434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -7837442.000000 Penalty: 5284.633301
	Iteration 26Q: 3 clusters Score -7837442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -7837427.000000 Penalty: 5284.633301
	Iteration 27Q: 3 clusters Score -7837427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -7837433.000000 Penalty: 5284.633301
	Iteration 28Q: 3 clusters Score -7837433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -7837428.500000 Penalty: 5284.633301
	Iteration 29Q: 3 clusters Score -7837428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -7837434.000000 Penalty: 5284.633301
	Iteration 30Q: 3 clusters Score -7837434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -7837433.500000 Penalty: 5284.633301
	Iteration 31Q: 3 clusters Score -7837434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -7837436.000000 Penalty: 5284.633301
	Iteration 32Q: 3 clusters Score -7837436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -7837436.000000 Penalty: 5284.633301
	Iteration 33F: 3 clusters Score -7837436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -19387.011719 Penalty: 1362.279297
	Iteration 0F: 2 clusters Score -19387.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18346.658203 Penalty: 2724.558594
	Iteration 0F: 3 clusters Score -18346.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18543.912109 Penalty: 2724.558594
	Iteration 1F: 3 clusters Score -18543.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18618.875000 Penalty: 2724.558594
	Iteration 2F: 3 clusters Score -18618.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18721.445312 Penalty: 2724.558594
	Iteration 3Q: 3 clusters Score -18721.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18764.203125 Penalty: 2724.558594
	Iteration 4Q: 3 clusters Score -18764.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18766.798828 Penalty: 2724.558594
	Iteration 5Q: 3 clusters Score -18766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18767.818359 Penalty: 2724.558594
	Iteration 6Q: 3 clusters Score -18767.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18767.818359 Penalty: 2724.558594
	Iteration 7F: 3 clusters Score -18767.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Entering Unmasked Estep 
Score: -118591.078125 Penalty: 1684.779541
	Iteration 0F: 2 clusters Score -118591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -116849.117188 Penalty: 3369.559082
	Iteration 0F: 3 clusters Score -116849.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -117457.039062 Penalty: 3369.559082
	Iteration 1F: 3 clusters Score -117457 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117922.000000 Penalty: 3369.559082
	Iteration 2F: 3 clusters Score -117922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118368.906250 Penalty: 3369.559082
	Iteration 3F: 3 clusters Score -118368.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118649.476562 Penalty: 3369.559082
	Iteration 4F: 3 clusters Score -118649.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -118781.554688 Penalty: 3369.559082
	Iteration 5Q: 3 clusters Score -118781.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -118848.992188 Penalty: 3369.559082
	Iteration 6Q: 3 clusters Score -118849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -118869.000000 Penalty: 3369.559082
	Iteration 7Q: 3 clusters Score -118869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -118887.898438 Penalty: 3369.559082
	Iteration 8Q: 3 clusters Score -118887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -118899.359375 Penalty: 3369.559082
	Iteration 9Q: 3 clusters Score -118899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118922.289062 Penalty: 3369.559082
	Iteration 10Q: 3 clusters Score -118922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118953.117188 Penalty: 3369.559082
	Iteration 11Q: 3 clusters Score -118953.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -118976.109375 Penalty: 3369.559082
	Iteration 12Q: 3 clusters Score -118976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -118992.609375 Penalty: 3369.559082
	Iteration 13Q: 3 clusters Score -118992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -118996.156250 Penalty: 3369.559082
	Iteration 14Q: 3 clusters Score -118996.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -118997.531250 Penalty: 3369.559082
	Iteration 15Q: 3 clusters Score -118997.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -118997.531250 Penalty: 3369.559082
	Iteration 16F: 3 clusters Score -118997.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 40872 members 
Mstep: Class 3 contains 39825 members 
Mstep: Class 4 contains 46979 members 
Mstep: Class 5 contains 49362 members 
Mstep: Class 6 contains 49667 members 
Mstep: Class 7 contains 46486 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46346 members 
Mstep: Class 11 contains 42383 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 471 members 
Mstep: Class 14 contains 41102 members 
Mstep: Class 15 contains 40200 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 45777 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36876 members 
Mstep: Class 21 contains 28944 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44000 members 
Mstep: Class 24 contains 40044 members 
Mstep: Class 25 contains 421 members 
Entering Unmasked Estep 
Score: -126943968.000000 Penalty: 83433.343750
Splitting cluster 13 changes total score from -126945496.000000 to -126943968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (41102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Entering Unmasked Estep 
Score: -7601488.000000 Penalty: 2634.705322
	Iteration 0F: 2 clusters Score -7601488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -7573842.500000 Penalty: 5269.410645
	Iteration 0F: 3 clusters Score -7573842 nChanged 18759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -7583944.500000 Penalty: 5269.410645
	Iteration 1F: 3 clusters Score -7583944 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -7584652.000000 Penalty: 5269.410645
	Iteration 2Q: 3 clusters Score -7584652 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -7585555.000000 Penalty: 5269.410645
	Iteration 3Q: 3 clusters Score -7585555 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -7586799.500000 Penalty: 5269.410645
	Iteration 4F: 3 clusters Score -7586800 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -7588400.500000 Penalty: 5269.410645
	Iteration 5F: 3 clusters Score -7588400 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -7590602.000000 Penalty: 5269.410645
	Iteration 6F: 3 clusters Score -7590602 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -7593403.000000 Penalty: 5269.410645
	Iteration 7F: 3 clusters Score -7593403 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -7596630.000000 Penalty: 5269.410645
	Iteration 8F: 3 clusters Score -7596630 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -7598850.500000 Penalty: 5269.410645
	Iteration 9F: 3 clusters Score -7598850 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -7599541.000000 Penalty: 5269.410645
	Iteration 10Q: 3 clusters Score -7599541 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -7599683.500000 Penalty: 5269.410645
	Iteration 11Q: 3 clusters Score -7599684 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -7599777.500000 Penalty: 5269.410645
	Iteration 12Q: 3 clusters Score -7599778 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -7599855.500000 Penalty: 5269.410645
	Iteration 13Q: 3 clusters Score -7599856 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -7599904.500000 Penalty: 5269.410645
	Iteration 14Q: 3 clusters Score -7599904 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -7599928.500000 Penalty: 5269.410645
	Iteration 15Q: 3 clusters Score -7599928 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -7599956.000000 Penalty: 5269.410645
	Iteration 16Q: 3 clusters Score -7599956 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -7599958.000000 Penalty: 5269.410645
	Iteration 17Q: 3 clusters Score -7599958 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -7599990.500000 Penalty: 5269.410645
	Iteration 18Q: 3 clusters Score -7599990 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -7600006.500000 Penalty: 5269.410645
	Iteration 19Q: 3 clusters Score -7600006 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -7600008.000000 Penalty: 5269.410645
	Iteration 20F: 3 clusters Score -7600008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -7600028.500000 Penalty: 5269.410645
	Iteration 21Q: 3 clusters Score -7600028 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -7600025.500000 Penalty: 5269.410645
	Iteration 22Q: 3 clusters Score -7600026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -7600034.500000 Penalty: 5269.410645
	Iteration 23Q: 3 clusters Score -7600034 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -7600036.000000 Penalty: 5269.410645
	Iteration 24Q: 3 clusters Score -7600036 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -7600034.500000 Penalty: 5269.410645
	Iteration 25Q: 3 clusters Score -7600034 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -7600024.000000 Penalty: 5269.410645
	Iteration 26Q: 3 clusters Score -7600024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -7600027.500000 Penalty: 5269.410645
	Iteration 27Q: 3 clusters Score -7600028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -7600035.000000 Penalty: 5269.410645
	Iteration 28Q: 3 clusters Score -7600035 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
Score: -7600054.500000 Penalty: 5269.410645
	Iteration 29Q: 3 clusters Score -7600054 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -7600045.000000 Penalty: 5269.410645
	Iteration 30Q: 3 clusters Score -7600045 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -7600062.000000 Penalty: 5269.410645
	Iteration 31Q: 3 clusters Score -7600062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -7600053.500000 Penalty: 5269.410645
	Iteration 32Q: 3 clusters Score -7600054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -7600050.500000 Penalty: 5269.410645
	Iteration 33Q: 3 clusters Score -7600050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -7600047.500000 Penalty: 5269.410645
	Iteration 34Q: 3 clusters Score -7600048 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -7600062.500000 Penalty: 5269.410645
	Iteration 35Q: 3 clusters Score -7600062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -7600055.500000 Penalty: 5269.410645
	Iteration 36Q: 3 clusters Score -7600056 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -7600080.500000 Penalty: 5269.410645
	Iteration 37Q: 3 clusters Score -7600080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -7600052.000000 Penalty: 5269.410645
	Iteration 38Q: 3 clusters Score -7600052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -7600067.000000 Penalty: 5269.410645
	Iteration 39Q: 3 clusters Score -7600067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -7600068.000000 Penalty: 5269.410645
	Iteration 40F: 3 clusters Score -7600068 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -7600075.500000 Penalty: 5269.410645
	Iteration 41Q: 3 clusters Score -7600076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -7600085.500000 Penalty: 5269.410645
	Iteration 42Q: 3 clusters Score -7600086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -7600091.500000 Penalty: 5269.410645
	Iteration 43Q: 3 clusters Score -7600092 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -7600094.000000 Penalty: 5269.410645
	Iteration 44Q: 3 clusters Score -7600094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -7600085.000000 Penalty: 5269.410645
	Iteration 45Q: 3 clusters Score -7600085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -7600082.500000 Penalty: 5269.410645
	Iteration 46Q: 3 clusters Score -7600082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -7600091.500000 Penalty: 5269.410645
	Iteration 47Q: 3 clusters Score -7600092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -7600098.000000 Penalty: 5269.410645
	Iteration 48Q: 3 clusters Score -7600098 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -7600092.500000 Penalty: 5269.410645
	Iteration 49Q: 3 clusters Score -7600092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -7600098.000000 Penalty: 5269.410645
	Iteration 50Q: 3 clusters Score -7600098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -7600102.000000 Penalty: 5269.410645
	Iteration 51Q: 3 clusters Score -7600102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -7600090.000000 Penalty: 5269.410645
	Iteration 52Q: 3 clusters Score -7600090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -7600096.000000 Penalty: 5269.410645
	Iteration 53Q: 3 clusters Score -7600096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -7600093.500000 Penalty: 5269.410645
	Iteration 54Q: 3 clusters Score -7600094 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -7600103.000000 Penalty: 5269.410645
	Iteration 55Q: 3 clusters Score -7600103 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -7600106.000000 Penalty: 5269.410645
	Iteration 56Q: 3 clusters Score -7600106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -7600092.500000 Penalty: 5269.410645
	Iteration 57Q: 3 clusters Score -7600092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -7600102.500000 Penalty: 5269.410645
	Iteration 58Q: 3 clusters Score -7600102 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -7600113.500000 Penalty: 5269.410645
	Iteration 59Q: 3 clusters Score -7600114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -7600121.000000 Penalty: 5269.410645
	Iteration 60F: 3 clusters Score -7600121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -7600123.000000 Penalty: 5269.410645
	Iteration 61Q: 3 clusters Score -7600123 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -7600134.000000 Penalty: 5269.410645
	Iteration 62Q: 3 clusters Score -7600134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -7600144.000000 Penalty: 5269.410645
	Iteration 63Q: 3 clusters Score -7600144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -7600140.500000 Penalty: 5269.410645
	Iteration 64Q: 3 clusters Score -7600140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -7600156.500000 Penalty: 5269.410645
	Iteration 65Q: 3 clusters Score -7600156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -7600154.000000 Penalty: 5269.410645
	Iteration 66Q: 3 clusters Score -7600154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -7600150.500000 Penalty: 5269.410645
	Iteration 67Q: 3 clusters Score -7600150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -7600158.000000 Penalty: 5269.410645
	Iteration 68Q: 3 clusters Score -7600158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -7600153.000000 Penalty: 5269.410645
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	Iteration 72Q: 3 clusters Score -7600158 nChanged 37
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	Iteration 77Q: 3 clusters Score -7600165 nChanged 12
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Mstep: Class 2 contains 35916 members 
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	Iteration 78Q: 3 clusters Score -7600174 nChanged 12
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	Iteration 79Q: 3 clusters Score -7600176 nChanged 12
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	Iteration 80F: 3 clusters Score -7600174 nChanged 12
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	Iteration 81Q: 3 clusters Score -7600172 nChanged 10
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	Iteration 82Q: 3 clusters Score -7600168 nChanged 12
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	Iteration 84Q: 3 clusters Score -7600166 nChanged 18
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	Iteration 85Q: 3 clusters Score -7600168 nChanged 13
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	Iteration 86Q: 3 clusters Score -7600188 nChanged 8
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	Iteration 87Q: 3 clusters Score -7600188 nChanged 8
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	Iteration 89Q: 3 clusters Score -7600181 nChanged 11
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	Iteration 90Q: 3 clusters Score -7600182 nChanged 7
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	Iteration 91Q: 3 clusters Score -7600187 nChanged 11
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	Iteration 92Q: 3 clusters Score -7600176 nChanged 8
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	Iteration 93Q: 3 clusters Score -7600170 nChanged 8
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	Iteration 97Q: 3 clusters Score -7600184 nChanged 8
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	Iteration 98Q: 3 clusters Score -7600180 nChanged 10
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	Iteration 100F: 3 clusters Score -7600186 nChanged 7
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	Iteration 101Q: 3 clusters Score -7600178 nChanged 12
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	Iteration 109Q: 3 clusters Score -7600175 nChanged 14
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	Iteration 110Q: 3 clusters Score -7600180 nChanged 18
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	Iteration 116Q: 3 clusters Score -7600173 nChanged 14
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	Iteration 118Q: 3 clusters Score -7600170 nChanged 10
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	Iteration 119Q: 3 clusters Score -7600186 nChanged 5
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	Iteration 120F: 3 clusters Score -7600180 nChanged 5
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	Iteration 123Q: 3 clusters Score -7600163 nChanged 16
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	Iteration 127Q: 3 clusters Score -7600158 nChanged 15
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	Iteration 128Q: 3 clusters Score -7600154 nChanged 11
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	Iteration 129Q: 3 clusters Score -7600150 nChanged 16
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	Iteration 132Q: 3 clusters Score -7600166 nChanged 24
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	Iteration 133Q: 3 clusters Score -7600176 nChanged 27
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	Iteration 134Q: 3 clusters Score -7600180 nChanged 19
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	Iteration 135Q: 3 clusters Score -7600162 nChanged 16
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	Iteration 136Q: 3 clusters Score -7600156 nChanged 16
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	Iteration 138Q: 3 clusters Score -7600168 nChanged 13
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	Iteration 140F: 3 clusters Score -7600166 nChanged 1
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	Iteration 141Q: 3 clusters Score -7600168 nChanged 3
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	Iteration 142Q: 3 clusters Score -7600163 nChanged 3
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	Iteration 143Q: 3 clusters Score -7600166 nChanged 6
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	Iteration 144Q: 3 clusters Score -7600169 nChanged 8
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	Iteration 145Q: 3 clusters Score -7600172 nChanged 5
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	Iteration 147Q: 3 clusters Score -7600166 nChanged 5
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	Iteration 149Q: 3 clusters Score -7600180 nChanged 8
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	Iteration 150Q: 3 clusters Score -7600178 nChanged 11
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	Iteration 153Q: 3 clusters Score -7600163 nChanged 7
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	Iteration 154Q: 3 clusters Score -7600158 nChanged 9
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	Iteration 155Q: 3 clusters Score -7600156 nChanged 8
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	Iteration 156Q: 3 clusters Score -7600158 nChanged 6
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	Iteration 157Q: 3 clusters Score -7600160 nChanged 10
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	Iteration 160F: 3 clusters Score -7600165 nChanged 7
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	Iteration 161Q: 3 clusters Score -7600168 nChanged 11
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	Iteration 162Q: 3 clusters Score -7600165 nChanged 13
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	Iteration 163Q: 3 clusters Score -7600164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -7600168.500000 Penalty: 5269.410645
	Iteration 164Q: 3 clusters Score -7600168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -7600150.500000 Penalty: 5269.410645
	Iteration 165Q: 3 clusters Score -7600150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -7600166.500000 Penalty: 5269.410645
	Iteration 166Q: 3 clusters Score -7600166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -7600176.000000 Penalty: 5269.410645
	Iteration 167Q: 3 clusters Score -7600176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -7600171.000000 Penalty: 5269.410645
	Iteration 168Q: 3 clusters Score -7600171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7600174.500000 Penalty: 5269.410645
	Iteration 169Q: 3 clusters Score -7600174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -7600172.000000 Penalty: 5269.410645
	Iteration 170Q: 3 clusters Score -7600172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -7600176.000000 Penalty: 5269.410645
	Iteration 171Q: 3 clusters Score -7600176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -7600178.000000 Penalty: 5269.410645
	Iteration 172Q: 3 clusters Score -7600178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -7600174.500000 Penalty: 5269.410645
	Iteration 173Q: 3 clusters Score -7600174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -7600168.500000 Penalty: 5269.410645
	Iteration 174Q: 3 clusters Score -7600168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -7600172.500000 Penalty: 5269.410645
	Iteration 175Q: 3 clusters Score -7600172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -7600175.000000 Penalty: 5269.410645
	Iteration 176Q: 3 clusters Score -7600175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -7600176.000000 Penalty: 5269.410645
	Iteration 177Q: 3 clusters Score -7600176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -7600174.500000 Penalty: 5269.410645
	Iteration 178Q: 3 clusters Score -7600174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -7600174.500000 Penalty: 5269.410645
	Iteration 179F: 3 clusters Score -7600174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Entering Unmasked Estep 
Score: -7431841.500000 Penalty: 2629.202393
	Iteration 0F: 2 clusters Score -7431842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -7405000.000000 Penalty: 5258.404785
	Iteration 0F: 3 clusters Score -7405000 nChanged 18355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -7415032.500000 Penalty: 5258.404785
	Iteration 1F: 3 clusters Score -7415032 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -7415579.500000 Penalty: 5258.404785
	Iteration 2Q: 3 clusters Score -7415580 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -7416141.500000 Penalty: 5258.404785
	Iteration 3Q: 3 clusters Score -7416142 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -7416733.500000 Penalty: 5258.404785
	Iteration 4Q: 3 clusters Score -7416734 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -7417571.000000 Penalty: 5258.404785
	Iteration 5Q: 3 clusters Score -7417571 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -7418769.000000 Penalty: 5258.404785
	Iteration 6Q: 3 clusters Score -7418769 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -7420347.500000 Penalty: 5258.404785
	Iteration 7F: 3 clusters Score -7420348 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -7422181.000000 Penalty: 5258.404785
	Iteration 8F: 3 clusters Score -7422181 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -7423942.500000 Penalty: 5258.404785
	Iteration 9F: 3 clusters Score -7423942 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -7425261.000000 Penalty: 5258.404785
	Iteration 10Q: 3 clusters Score -7425261 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -7426187.000000 Penalty: 5258.404785
	Iteration 11Q: 3 clusters Score -7426187 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -7426905.000000 Penalty: 5258.404785
	Iteration 12Q: 3 clusters Score -7426905 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -7427435.000000 Penalty: 5258.404785
	Iteration 13Q: 3 clusters Score -7427435 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -7427781.000000 Penalty: 5258.404785
	Iteration 14Q: 3 clusters Score -7427781 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -7428080.500000 Penalty: 5258.404785
	Iteration 15Q: 3 clusters Score -7428080 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -7428368.500000 Penalty: 5258.404785
	Iteration 16Q: 3 clusters Score -7428368 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -7428559.500000 Penalty: 5258.404785
	Iteration 17Q: 3 clusters Score -7428560 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -7428711.000000 Penalty: 5258.404785
	Iteration 18Q: 3 clusters Score -7428711 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -7428884.500000 Penalty: 5258.404785
	Iteration 19Q: 3 clusters Score -7428884 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -7429034.500000 Penalty: 5258.404785
	Iteration 20F: 3 clusters Score -7429034 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -7429130.500000 Penalty: 5258.404785
	Iteration 21Q: 3 clusters Score -7429130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -7429233.500000 Penalty: 5258.404785
	Iteration 22Q: 3 clusters Score -7429234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -7429274.000000 Penalty: 5258.404785
	Iteration 23Q: 3 clusters Score -7429274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -7429314.500000 Penalty: 5258.404785
	Iteration 24Q: 3 clusters Score -7429314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -7429342.500000 Penalty: 5258.404785
	Iteration 25Q: 3 clusters Score -7429342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -7429374.000000 Penalty: 5258.404785
	Iteration 26Q: 3 clusters Score -7429374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -7429389.000000 Penalty: 5258.404785
	Iteration 27Q: 3 clusters Score -7429389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -7429401.500000 Penalty: 5258.404785
	Iteration 28Q: 3 clusters Score -7429402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -7429406.500000 Penalty: 5258.404785
	Iteration 29Q: 3 clusters Score -7429406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -7429423.000000 Penalty: 5258.404785
	Iteration 30Q: 3 clusters Score -7429423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -7429433.500000 Penalty: 5258.404785
	Iteration 31Q: 3 clusters Score -7429434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -7429443.000000 Penalty: 5258.404785
	Iteration 32Q: 3 clusters Score -7429443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -7429454.500000 Penalty: 5258.404785
	Iteration 33Q: 3 clusters Score -7429454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -7429466.000000 Penalty: 5258.404785
	Iteration 34Q: 3 clusters Score -7429466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -7429468.000000 Penalty: 5258.404785
	Iteration 35Q: 3 clusters Score -7429468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -7429483.000000 Penalty: 5258.404785
	Iteration 36Q: 3 clusters Score -7429483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -7429493.000000 Penalty: 5258.404785
	Iteration 37Q: 3 clusters Score -7429493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -7429492.500000 Penalty: 5258.404785
	Iteration 38Q: 3 clusters Score -7429492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -7429498.000000 Penalty: 5258.404785
	Iteration 39Q: 3 clusters Score -7429498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -7429505.000000 Penalty: 5258.404785
	Iteration 40F: 3 clusters Score -7429505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -7429509.000000 Penalty: 5258.404785
	Iteration 41Q: 3 clusters Score -7429509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -7429506.500000 Penalty: 5258.404785
	Iteration 42Q: 3 clusters Score -7429506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -7429503.500000 Penalty: 5258.404785
	Iteration 43Q: 3 clusters Score -7429504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -7429502.500000 Penalty: 5258.404785
	Iteration 44Q: 3 clusters Score -7429502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -7429503.500000 Penalty: 5258.404785
	Iteration 45Q: 3 clusters Score -7429504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -7429500.000000 Penalty: 5258.404785
	Iteration 46Q: 3 clusters Score -7429500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -7429509.500000 Penalty: 5258.404785
	Iteration 47Q: 3 clusters Score -7429510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -7429509.500000 Penalty: 5258.404785
	Iteration 48Q: 3 clusters Score -7429510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -7429515.500000 Penalty: 5258.404785
	Iteration 49Q: 3 clusters Score -7429516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -7429515.500000 Penalty: 5258.404785
	Iteration 50F: 3 clusters Score -7429516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Entering Unmasked Estep 
Score: -636625.125000 Penalty: 2021.673584
	Iteration 0F: 2 clusters Score -636625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -633054.375000 Penalty: 4043.347168
	Iteration 0F: 3 clusters Score -633054.4 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -633805.312500 Penalty: 4043.347168
	Iteration 1F: 3 clusters Score -633805.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -633956.687500 Penalty: 4043.347168
	Iteration 2F: 3 clusters Score -633956.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -634057.125000 Penalty: 4043.347168
	Iteration 3Q: 3 clusters Score -634057.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -634111.500000 Penalty: 4043.347168
	Iteration 4Q: 3 clusters Score -634111.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -634149.500000 Penalty: 4043.347168
	Iteration 5Q: 3 clusters Score -634149.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -634189.062500 Penalty: 4043.347168
	Iteration 6Q: 3 clusters Score -634189.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -634230.062500 Penalty: 4043.347168
	Iteration 7Q: 3 clusters Score -634230.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -634265.375000 Penalty: 4043.347168
	Iteration 8Q: 3 clusters Score -634265.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -634291.687500 Penalty: 4043.347168
	Iteration 9Q: 3 clusters Score -634291.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -634319.125000 Penalty: 4043.347168
	Iteration 10Q: 3 clusters Score -634319.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -634344.375000 Penalty: 4043.347168
	Iteration 11Q: 3 clusters Score -634344.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -634372.562500 Penalty: 4043.347168
	Iteration 12Q: 3 clusters Score -634372.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -634398.500000 Penalty: 4043.347168
	Iteration 13Q: 3 clusters Score -634398.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -634423.437500 Penalty: 4043.347168
	Iteration 14Q: 3 clusters Score -634423.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -634447.937500 Penalty: 4043.347168
	Iteration 15Q: 3 clusters Score -634447.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -634465.062500 Penalty: 4043.347168
	Iteration 16Q: 3 clusters Score -634465.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -634482.750000 Penalty: 4043.347168
	Iteration 17Q: 3 clusters Score -634482.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -634494.562500 Penalty: 4043.347168
	Iteration 18Q: 3 clusters Score -634494.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -634504.875000 Penalty: 4043.347168
	Iteration 19Q: 3 clusters Score -634504.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -634516.125000 Penalty: 4043.347168
	Iteration 20F: 3 clusters Score -634516.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -634528.375000 Penalty: 4043.347168
	Iteration 21Q: 3 clusters Score -634528.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -634543.687500 Penalty: 4043.347168
	Iteration 22Q: 3 clusters Score -634543.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -634560.312500 Penalty: 4043.347168
	Iteration 23Q: 3 clusters Score -634560.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -634574.062500 Penalty: 4043.347168
	Iteration 24Q: 3 clusters Score -634574.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -634590.000000 Penalty: 4043.347168
	Iteration 25Q: 3 clusters Score -634590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -634602.437500 Penalty: 4043.347168
	Iteration 26Q: 3 clusters Score -634602.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -634615.000000 Penalty: 4043.347168
	Iteration 27Q: 3 clusters Score -634615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -634627.187500 Penalty: 4043.347168
	Iteration 28Q: 3 clusters Score -634627.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -634641.687500 Penalty: 4043.347168
	Iteration 29Q: 3 clusters Score -634641.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -634656.125000 Penalty: 4043.347168
	Iteration 30Q: 3 clusters Score -634656.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -634667.875000 Penalty: 4043.347168
	Iteration 31Q: 3 clusters Score -634667.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -634678.687500 Penalty: 4043.347168
	Iteration 32Q: 3 clusters Score -634678.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -634695.000000 Penalty: 4043.347168
	Iteration 33Q: 3 clusters Score -634695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -634710.375000 Penalty: 4043.347168
	Iteration 34Q: 3 clusters Score -634710.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -634724.937500 Penalty: 4043.347168
	Iteration 35Q: 3 clusters Score -634724.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -634736.375000 Penalty: 4043.347168
	Iteration 36Q: 3 clusters Score -634736.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -634746.687500 Penalty: 4043.347168
	Iteration 37Q: 3 clusters Score -634746.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -634754.312500 Penalty: 4043.347168
	Iteration 38Q: 3 clusters Score -634754.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -634761.500000 Penalty: 4043.347168
	Iteration 39Q: 3 clusters Score -634761.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -634769.687500 Penalty: 4043.347168
	Iteration 40F: 3 clusters Score -634769.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -634774.937500 Penalty: 4043.347168
	Iteration 41Q: 3 clusters Score -634774.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -634778.312500 Penalty: 4043.347168
	Iteration 42Q: 3 clusters Score -634778.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -634781.500000 Penalty: 4043.347168
	Iteration 43Q: 3 clusters Score -634781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -634784.000000 Penalty: 4043.347168
	Iteration 44Q: 3 clusters Score -634784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -634784.000000 Penalty: 4043.347168
	Iteration 45F: 3 clusters Score -634784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Entering Unmasked Estep 
Score: -8519503.000000 Penalty: 2661.421143
	Iteration 0F: 2 clusters Score -8519503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -8489849.000000 Penalty: 5322.842285
	Iteration 0F: 3 clusters Score -8489849 nChanged 20883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -8501297.000000 Penalty: 5322.842285
	Iteration 1F: 3 clusters Score -8501297 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -8501806.000000 Penalty: 5322.842285
	Iteration 2Q: 3 clusters Score -8501806 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -8502277.000000 Penalty: 5322.842285
	Iteration 3Q: 3 clusters Score -8502277 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -8502654.000000 Penalty: 5322.842285
	Iteration 4Q: 3 clusters Score -8502654 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -8503062.000000 Penalty: 5322.842285
	Iteration 5Q: 3 clusters Score -8503062 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -8503752.000000 Penalty: 5322.842285
	Iteration 6Q: 3 clusters Score -8503752 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -8504674.000000 Penalty: 5322.842285
	Iteration 7Q: 3 clusters Score -8504674 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -8506140.000000 Penalty: 5322.842285
	Iteration 8F: 3 clusters Score -8506140 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -8508108.000000 Penalty: 5322.842285
	Iteration 9F: 3 clusters Score -8508108 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -8510518.000000 Penalty: 5322.842285
	Iteration 10F: 3 clusters Score -8510518 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -8512704.000000 Penalty: 5322.842285
	Iteration 11F: 3 clusters Score -8512704 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -8514438.000000 Penalty: 5322.842285
	Iteration 12Q: 3 clusters Score -8514438 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -8515547.000000 Penalty: 5322.842285
	Iteration 13Q: 3 clusters Score -8515547 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8516182.000000 Penalty: 5322.842285
	Iteration 14Q: 3 clusters Score -8516182 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8516566.000000 Penalty: 5322.842285
	Iteration 15Q: 3 clusters Score -8516566 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -8516814.000000 Penalty: 5322.842285
	Iteration 16Q: 3 clusters Score -8516814 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8516977.000000 Penalty: 5322.842285
	Iteration 17Q: 3 clusters Score -8516977 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8517071.000000 Penalty: 5322.842285
	Iteration 18Q: 3 clusters Score -8517071 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8517153.000000 Penalty: 5322.842285
	Iteration 19Q: 3 clusters Score -8517153 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8517216.000000 Penalty: 5322.842285
	Iteration 20F: 3 clusters Score -8517216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8517250.000000 Penalty: 5322.842285
	Iteration 21Q: 3 clusters Score -8517250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8517262.000000 Penalty: 5322.842285
	Iteration 22Q: 3 clusters Score -8517262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8517279.000000 Penalty: 5322.842285
	Iteration 23Q: 3 clusters Score -8517279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8517301.000000 Penalty: 5322.842285
	Iteration 24Q: 3 clusters Score -8517301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8517320.000000 Penalty: 5322.842285
	Iteration 25Q: 3 clusters Score -8517320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8517338.000000 Penalty: 5322.842285
	Iteration 26Q: 3 clusters Score -8517338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8517334.000000 Penalty: 5322.842285
	Iteration 27Q: 3 clusters Score -8517334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8517331.000000 Penalty: 5322.842285
	Iteration 28Q: 3 clusters Score -8517331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8517343.000000 Penalty: 5322.842285
	Iteration 29Q: 3 clusters Score -8517343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8517353.000000 Penalty: 5322.842285
	Iteration 30Q: 3 clusters Score -8517353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8517353.000000 Penalty: 5322.842285
	Iteration 31Q: 3 clusters Score -8517353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8517354.000000 Penalty: 5322.842285
	Iteration 32Q: 3 clusters Score -8517354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8517359.000000 Penalty: 5322.842285
	Iteration 33Q: 3 clusters Score -8517359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8517362.000000 Penalty: 5322.842285
	Iteration 34Q: 3 clusters Score -8517362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8517362.000000 Penalty: 5322.842285
	Iteration 35Q: 3 clusters Score -8517362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8517363.000000 Penalty: 5322.842285
	Iteration 36Q: 3 clusters Score -8517363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8517370.000000 Penalty: 5322.842285
	Iteration 37Q: 3 clusters Score -8517370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8517378.000000 Penalty: 5322.842285
	Iteration 38Q: 3 clusters Score -8517378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8517379.000000 Penalty: 5322.842285
	Iteration 39Q: 3 clusters Score -8517379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8517373.000000 Penalty: 5322.842285
	Iteration 40F: 3 clusters Score -8517373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8517376.000000 Penalty: 5322.842285
	Iteration 41Q: 3 clusters Score -8517376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8517375.000000 Penalty: 5322.842285
	Iteration 42Q: 3 clusters Score -8517375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8517377.000000 Penalty: 5322.842285
	Iteration 43Q: 3 clusters Score -8517377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8517381.000000 Penalty: 5322.842285
	Iteration 44Q: 3 clusters Score -8517381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8517378.000000 Penalty: 5322.842285
	Iteration 45Q: 3 clusters Score -8517378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8517381.000000 Penalty: 5322.842285
	Iteration 46Q: 3 clusters Score -8517381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8517381.000000 Penalty: 5322.842285
	Iteration 47F: 3 clusters Score -8517381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -420326.531250 Penalty: 1935.353149
	Iteration 0F: 2 clusters Score -420326.5 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 1209 members 
Entering Unmasked Estep 
Score: -417464.125000 Penalty: 3870.706299
	Iteration 0F: 3 clusters Score -417464.1 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -418169.593750 Penalty: 3870.706299
	Iteration 1F: 3 clusters Score -418169.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -418481.375000 Penalty: 3870.706299
	Iteration 2F: 3 clusters Score -418481.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -418745.812500 Penalty: 3870.706299
	Iteration 3F: 3 clusters Score -418745.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -418936.281250 Penalty: 3870.706299
	Iteration 4F: 3 clusters Score -418936.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -419107.875000 Penalty: 3870.706299
	Iteration 5Q: 3 clusters Score -419107.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -419246.843750 Penalty: 3870.706299
	Iteration 6Q: 3 clusters Score -419246.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -419342.812500 Penalty: 3870.706299
	Iteration 7Q: 3 clusters Score -419342.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -419427.187500 Penalty: 3870.706299
	Iteration 8Q: 3 clusters Score -419427.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -419489.312500 Penalty: 3870.706299
	Iteration 9Q: 3 clusters Score -419489.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -419515.656250 Penalty: 3870.706299
	Iteration 10Q: 3 clusters Score -419515.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -419532.156250 Penalty: 3870.706299
	Iteration 11Q: 3 clusters Score -419532.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -419545.625000 Penalty: 3870.706299
	Iteration 12Q: 3 clusters Score -419545.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -419558.437500 Penalty: 3870.706299
	Iteration 13Q: 3 clusters Score -419558.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -419574.218750 Penalty: 3870.706299
	Iteration 14Q: 3 clusters Score -419574.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -419593.968750 Penalty: 3870.706299
	Iteration 15Q: 3 clusters Score -419594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -419603.156250 Penalty: 3870.706299
	Iteration 16Q: 3 clusters Score -419603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -419607.687500 Penalty: 3870.706299
	Iteration 17Q: 3 clusters Score -419607.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -419614.156250 Penalty: 3870.706299
	Iteration 18Q: 3 clusters Score -419614.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -419626.281250 Penalty: 3870.706299
	Iteration 19Q: 3 clusters Score -419626.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -419631.687500 Penalty: 3870.706299
	Iteration 20F: 3 clusters Score -419631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -419635.875000 Penalty: 3870.706299
	Iteration 21Q: 3 clusters Score -419635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -419638.093750 Penalty: 3870.706299
	Iteration 22Q: 3 clusters Score -419638.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -419639.531250 Penalty: 3870.706299
	Iteration 23Q: 3 clusters Score -419639.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -419641.093750 Penalty: 3870.706299
	Iteration 24Q: 3 clusters Score -419641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -419641.093750 Penalty: 3870.706299
	Iteration 25F: 3 clusters Score -419641.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -56304.363281 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -56304.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54824.019531 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -54824.02 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -55162.429688 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -55162.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55385.320312 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -55385.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -55497.535156 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -55497.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -55535.585938 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -55535.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -55560.652344 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -55560.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55563.355469 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -55563.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -55563.355469 Penalty: 3090.318848
	Iteration 7F: 3 clusters Score -55563.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Entering Unmasked Estep 
Score: -6804808.500000 Penalty: 2607.798340
	Iteration 0F: 2 clusters Score -6804808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -6779778.000000 Penalty: 5215.596680
	Iteration 0F: 3 clusters Score -6779778 nChanged 16783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -6788966.000000 Penalty: 5215.596680
	Iteration 1F: 3 clusters Score -6788966 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -6789600.500000 Penalty: 5215.596680
	Iteration 2Q: 3 clusters Score -6789600 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -6790353.000000 Penalty: 5215.596680
	Iteration 3Q: 3 clusters Score -6790353 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -6791266.000000 Penalty: 5215.596680
	Iteration 4Q: 3 clusters Score -6791266 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -6792389.000000 Penalty: 5215.596680
	Iteration 5F: 3 clusters Score -6792389 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -6793887.500000 Penalty: 5215.596680
	Iteration 6F: 3 clusters Score -6793888 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -6795738.000000 Penalty: 5215.596680
	Iteration 7F: 3 clusters Score -6795738 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -6797773.000000 Penalty: 5215.596680
	Iteration 8F: 3 clusters Score -6797773 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -6799261.500000 Penalty: 5215.596680
	Iteration 9F: 3 clusters Score -6799262 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -6800017.500000 Penalty: 5215.596680
	Iteration 10Q: 3 clusters Score -6800018 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -6800407.500000 Penalty: 5215.596680
	Iteration 11Q: 3 clusters Score -6800408 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -6800600.500000 Penalty: 5215.596680
	Iteration 12Q: 3 clusters Score -6800600 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -6800767.500000 Penalty: 5215.596680
	Iteration 13Q: 3 clusters Score -6800768 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -6800922.000000 Penalty: 5215.596680
	Iteration 14Q: 3 clusters Score -6800922 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -6801056.500000 Penalty: 5215.596680
	Iteration 15Q: 3 clusters Score -6801056 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -6801178.000000 Penalty: 5215.596680
	Iteration 16Q: 3 clusters Score -6801178 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -6801284.500000 Penalty: 5215.596680
	Iteration 17Q: 3 clusters Score -6801284 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -6801428.000000 Penalty: 5215.596680
	Iteration 18Q: 3 clusters Score -6801428 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -6801529.000000 Penalty: 5215.596680
	Iteration 19Q: 3 clusters Score -6801529 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -6801669.500000 Penalty: 5215.596680
	Iteration 20F: 3 clusters Score -6801670 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -6801758.000000 Penalty: 5215.596680
	Iteration 21Q: 3 clusters Score -6801758 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -6801816.000000 Penalty: 5215.596680
	Iteration 22Q: 3 clusters Score -6801816 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -6801909.500000 Penalty: 5215.596680
	Iteration 23Q: 3 clusters Score -6801910 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -6801946.500000 Penalty: 5215.596680
	Iteration 24Q: 3 clusters Score -6801946 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -6802003.500000 Penalty: 5215.596680
	Iteration 25Q: 3 clusters Score -6802004 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -6802039.000000 Penalty: 5215.596680
	Iteration 26Q: 3 clusters Score -6802039 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -6802092.000000 Penalty: 5215.596680
	Iteration 27Q: 3 clusters Score -6802092 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -6802132.000000 Penalty: 5215.596680
	Iteration 28Q: 3 clusters Score -6802132 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -6802223.500000 Penalty: 5215.596680
	Iteration 29Q: 3 clusters Score -6802224 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -6802257.000000 Penalty: 5215.596680
	Iteration 30Q: 3 clusters Score -6802257 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -6802315.500000 Penalty: 5215.596680
	Iteration 31Q: 3 clusters Score -6802316 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -6802359.500000 Penalty: 5215.596680
	Iteration 32Q: 3 clusters Score -6802360 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -6802405.500000 Penalty: 5215.596680
	Iteration 33Q: 3 clusters Score -6802406 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -6802435.000000 Penalty: 5215.596680
	Iteration 34Q: 3 clusters Score -6802435 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -6802454.500000 Penalty: 5215.596680
	Iteration 35Q: 3 clusters Score -6802454 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -6802472.000000 Penalty: 5215.596680
	Iteration 36Q: 3 clusters Score -6802472 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -6802498.500000 Penalty: 5215.596680
	Iteration 37Q: 3 clusters Score -6802498 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -6802533.000000 Penalty: 5215.596680
	Iteration 38Q: 3 clusters Score -6802533 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -6802562.500000 Penalty: 5215.596680
	Iteration 39Q: 3 clusters Score -6802562 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6802592.000000 Penalty: 5215.596680
	Iteration 40F: 3 clusters Score -6802592 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -6802633.000000 Penalty: 5215.596680
	Iteration 41Q: 3 clusters Score -6802633 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -6802658.500000 Penalty: 5215.596680
	Iteration 42Q: 3 clusters Score -6802658 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -6802673.500000 Penalty: 5215.596680
	Iteration 43Q: 3 clusters Score -6802674 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -6802699.500000 Penalty: 5215.596680
	Iteration 44Q: 3 clusters Score -6802700 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -6802740.500000 Penalty: 5215.596680
	Iteration 45Q: 3 clusters Score -6802740 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -6802768.000000 Penalty: 5215.596680
	Iteration 46Q: 3 clusters Score -6802768 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -6802775.000000 Penalty: 5215.596680
	Iteration 47Q: 3 clusters Score -6802775 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -6802806.500000 Penalty: 5215.596680
	Iteration 48Q: 3 clusters Score -6802806 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -6802828.500000 Penalty: 5215.596680
	Iteration 49Q: 3 clusters Score -6802828 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -6802842.500000 Penalty: 5215.596680
	Iteration 50Q: 3 clusters Score -6802842 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6802862.500000 Penalty: 5215.596680
	Iteration 51Q: 3 clusters Score -6802862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6802885.500000 Penalty: 5215.596680
	Iteration 52Q: 3 clusters Score -6802886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -6802899.500000 Penalty: 5215.596680
	Iteration 53Q: 3 clusters Score -6802900 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -6802916.000000 Penalty: 5215.596680
	Iteration 54Q: 3 clusters Score -6802916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -6802936.000000 Penalty: 5215.596680
	Iteration 55Q: 3 clusters Score -6802936 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -6802943.000000 Penalty: 5215.596680
	Iteration 56Q: 3 clusters Score -6802943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6802952.500000 Penalty: 5215.596680
	Iteration 57Q: 3 clusters Score -6802952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -6802961.000000 Penalty: 5215.596680
	Iteration 58Q: 3 clusters Score -6802961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -6802965.500000 Penalty: 5215.596680
	Iteration 59Q: 3 clusters Score -6802966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -6802965.000000 Penalty: 5215.596680
	Iteration 60F: 3 clusters Score -6802965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6802993.500000 Penalty: 5215.596680
	Iteration 61Q: 3 clusters Score -6802994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -6802997.500000 Penalty: 5215.596680
	Iteration 62Q: 3 clusters Score -6802998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6802990.500000 Penalty: 5215.596680
	Iteration 63Q: 3 clusters Score -6802990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6802985.000000 Penalty: 5215.596680
	Iteration 64Q: 3 clusters Score -6802985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -6802995.500000 Penalty: 5215.596680
	Iteration 65Q: 3 clusters Score -6802996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6802995.500000 Penalty: 5215.596680
	Iteration 66Q: 3 clusters Score -6802996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6803004.500000 Penalty: 5215.596680
	Iteration 67Q: 3 clusters Score -6803004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6803008.500000 Penalty: 5215.596680
	Iteration 68Q: 3 clusters Score -6803008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6803021.000000 Penalty: 5215.596680
	Iteration 69Q: 3 clusters Score -6803021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6803011.000000 Penalty: 5215.596680
	Iteration 70Q: 3 clusters Score -6803011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6803019.000000 Penalty: 5215.596680
	Iteration 71Q: 3 clusters Score -6803019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6803021.500000 Penalty: 5215.596680
	Iteration 72Q: 3 clusters Score -6803022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -6803017.500000 Penalty: 5215.596680
	Iteration 73Q: 3 clusters Score -6803018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6803026.500000 Penalty: 5215.596680
	Iteration 74Q: 3 clusters Score -6803026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6803016.500000 Penalty: 5215.596680
	Iteration 75Q: 3 clusters Score -6803016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6803015.000000 Penalty: 5215.596680
	Iteration 76Q: 3 clusters Score -6803015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6803015.500000 Penalty: 5215.596680
	Iteration 77Q: 3 clusters Score -6803016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -6803008.500000 Penalty: 5215.596680
	Iteration 78Q: 3 clusters Score -6803008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -6803016.000000 Penalty: 5215.596680
	Iteration 79Q: 3 clusters Score -6803016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6803027.000000 Penalty: 5215.596680
	Iteration 80F: 3 clusters Score -6803027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -6803025.000000 Penalty: 5215.596680
	Iteration 81Q: 3 clusters Score -6803025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6803026.000000 Penalty: 5215.596680
	Iteration 82Q: 3 clusters Score -6803026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6803026.500000 Penalty: 5215.596680
	Iteration 83Q: 3 clusters Score -6803026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -6803029.500000 Penalty: 5215.596680
	Iteration 84Q: 3 clusters Score -6803030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6803032.000000 Penalty: 5215.596680
	Iteration 85Q: 3 clusters Score -6803032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -6803032.000000 Penalty: 5215.596680
	Iteration 86F: 3 clusters Score -6803032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Entering Unmasked Estep 
Score: -5188034.000000 Penalty: 2547.733154
	Iteration 0F: 2 clusters Score -5188034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -5168099.500000 Penalty: 5095.466309
	Iteration 0F: 3 clusters Score -5168100 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -5175151.000000 Penalty: 5095.466309
	Iteration 1F: 3 clusters Score -5175151 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -5175682.500000 Penalty: 5095.466309
	Iteration 2F: 3 clusters Score -5175682 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -5176200.000000 Penalty: 5095.466309
	Iteration 3Q: 3 clusters Score -5176200 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -5176837.000000 Penalty: 5095.466309
	Iteration 4Q: 3 clusters Score -5176837 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -5177648.000000 Penalty: 5095.466309
	Iteration 5Q: 3 clusters Score -5177648 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -5178568.000000 Penalty: 5095.466309
	Iteration 6F: 3 clusters Score -5178568 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -5179779.500000 Penalty: 5095.466309
	Iteration 7F: 3 clusters Score -5179780 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -5181230.000000 Penalty: 5095.466309
	Iteration 8F: 3 clusters Score -5181230 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -5182701.000000 Penalty: 5095.466309
	Iteration 9F: 3 clusters Score -5182701 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5183947.000000 Penalty: 5095.466309
	Iteration 10Q: 3 clusters Score -5183947 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -5184774.500000 Penalty: 5095.466309
	Iteration 11Q: 3 clusters Score -5184774 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -5185213.000000 Penalty: 5095.466309
	Iteration 12Q: 3 clusters Score -5185213 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -5185444.500000 Penalty: 5095.466309
	Iteration 13Q: 3 clusters Score -5185444 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -5185590.500000 Penalty: 5095.466309
	Iteration 14Q: 3 clusters Score -5185590 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -5185691.000000 Penalty: 5095.466309
	Iteration 15Q: 3 clusters Score -5185691 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5185732.000000 Penalty: 5095.466309
	Iteration 16Q: 3 clusters Score -5185732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -5185773.000000 Penalty: 5095.466309
	Iteration 17Q: 3 clusters Score -5185773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -5185783.500000 Penalty: 5095.466309
	Iteration 18Q: 3 clusters Score -5185784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -5185795.500000 Penalty: 5095.466309
	Iteration 19Q: 3 clusters Score -5185796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -5185790.000000 Penalty: 5095.466309
	Iteration 20F: 3 clusters Score -5185790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -5185803.000000 Penalty: 5095.466309
	Iteration 21Q: 3 clusters Score -5185803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -5185805.000000 Penalty: 5095.466309
	Iteration 22Q: 3 clusters Score -5185805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -5185810.500000 Penalty: 5095.466309
	Iteration 23Q: 3 clusters Score -5185810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -5185813.500000 Penalty: 5095.466309
	Iteration 24Q: 3 clusters Score -5185814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -5185819.000000 Penalty: 5095.466309
	Iteration 25Q: 3 clusters Score -5185819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -5185819.500000 Penalty: 5095.466309
	Iteration 26Q: 3 clusters Score -5185820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -5185819.500000 Penalty: 5095.466309
	Iteration 27F: 3 clusters Score -5185820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Entering Unmasked Estep 
Score: -171442.031250 Penalty: 1734.039917
	Iteration 0F: 2 clusters Score -171442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -169491.562500 Penalty: 3468.079834
	Iteration 0F: 3 clusters Score -169491.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -169853.703125 Penalty: 3468.079834
	Iteration 1F: 3 clusters Score -169853.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -170038.734375 Penalty: 3468.079834
	Iteration 2F: 3 clusters Score -170038.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -170190.468750 Penalty: 3468.079834
	Iteration 3F: 3 clusters Score -170190.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -170388.328125 Penalty: 3468.079834
	Iteration 4F: 3 clusters Score -170388.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -170542.718750 Penalty: 3468.079834
	Iteration 5Q: 3 clusters Score -170542.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -170635.703125 Penalty: 3468.079834
	Iteration 6Q: 3 clusters Score -170635.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -170713.968750 Penalty: 3468.079834
	Iteration 7Q: 3 clusters Score -170714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -170742.593750 Penalty: 3468.079834
	Iteration 8Q: 3 clusters Score -170742.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -170762.328125 Penalty: 3468.079834
	Iteration 9Q: 3 clusters Score -170762.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -170776.531250 Penalty: 3468.079834
	Iteration 10Q: 3 clusters Score -170776.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -170784.328125 Penalty: 3468.079834
	Iteration 11Q: 3 clusters Score -170784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -170787.593750 Penalty: 3468.079834
	Iteration 12Q: 3 clusters Score -170787.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -170788.656250 Penalty: 3468.079834
	Iteration 13Q: 3 clusters Score -170788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -170788.656250 Penalty: 3468.079834
	Iteration 14F: 3 clusters Score -170788.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Entering Unmasked Estep 
Score: -8189788.500000 Penalty: 2651.602295
	Iteration 0F: 2 clusters Score -8189788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -8160902.500000 Penalty: 5303.204590
	Iteration 0F: 3 clusters Score -8160902 nChanged 20140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -8172085.000000 Penalty: 5303.204590
	Iteration 1F: 3 clusters Score -8172085 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -8172625.000000 Penalty: 5303.204590
	Iteration 2Q: 3 clusters Score -8172625 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -8173248.500000 Penalty: 5303.204590
	Iteration 3Q: 3 clusters Score -8173248 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -8174032.500000 Penalty: 5303.204590
	Iteration 4Q: 3 clusters Score -8174032 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -8175232.500000 Penalty: 5303.204590
	Iteration 5F: 3 clusters Score -8175232 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -8177137.000000 Penalty: 5303.204590
	Iteration 6F: 3 clusters Score -8177137 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -8179773.000000 Penalty: 5303.204590
	Iteration 7F: 3 clusters Score -8179773 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -8182934.000000 Penalty: 5303.204590
	Iteration 8F: 3 clusters Score -8182934 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -8185298.000000 Penalty: 5303.204590
	Iteration 9F: 3 clusters Score -8185298 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -8186674.000000 Penalty: 5303.204590
	Iteration 10Q: 3 clusters Score -8186674 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8187393.000000 Penalty: 5303.204590
	Iteration 11Q: 3 clusters Score -8187393 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -8187690.000000 Penalty: 5303.204590
	Iteration 12Q: 3 clusters Score -8187690 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8187819.000000 Penalty: 5303.204590
	Iteration 13Q: 3 clusters Score -8187819 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8187884.500000 Penalty: 5303.204590
	Iteration 14Q: 3 clusters Score -8187884 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -8187927.000000 Penalty: 5303.204590
	Iteration 15Q: 3 clusters Score -8187927 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8187948.000000 Penalty: 5303.204590
	Iteration 16Q: 3 clusters Score -8187948 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8187955.000000 Penalty: 5303.204590
	Iteration 17Q: 3 clusters Score -8187955 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8187969.500000 Penalty: 5303.204590
	Iteration 18Q: 3 clusters Score -8187970 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8187985.000000 Penalty: 5303.204590
	Iteration 19Q: 3 clusters Score -8187985 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8187990.500000 Penalty: 5303.204590
	Iteration 20F: 3 clusters Score -8187990 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8188024.500000 Penalty: 5303.204590
	Iteration 21Q: 3 clusters Score -8188024 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8188040.000000 Penalty: 5303.204590
	Iteration 22Q: 3 clusters Score -8188040 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8188041.500000 Penalty: 5303.204590
	Iteration 23Q: 3 clusters Score -8188042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8188033.000000 Penalty: 5303.204590
	Iteration 24Q: 3 clusters Score -8188033 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8188032.000000 Penalty: 5303.204590
	Iteration 25Q: 3 clusters Score -8188032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8188025.000000 Penalty: 5303.204590
	Iteration 26Q: 3 clusters Score -8188025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8188026.500000 Penalty: 5303.204590
	Iteration 27Q: 3 clusters Score -8188026 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8188031.000000 Penalty: 5303.204590
	Iteration 28Q: 3 clusters Score -8188031 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8188042.500000 Penalty: 5303.204590
	Iteration 29Q: 3 clusters Score -8188042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8188038.000000 Penalty: 5303.204590
	Iteration 30Q: 3 clusters Score -8188038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8188033.500000 Penalty: 5303.204590
	Iteration 31Q: 3 clusters Score -8188034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8188042.000000 Penalty: 5303.204590
	Iteration 32Q: 3 clusters Score -8188042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8188031.500000 Penalty: 5303.204590
	Iteration 33Q: 3 clusters Score -8188032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8188035.000000 Penalty: 5303.204590
	Iteration 34Q: 3 clusters Score -8188035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8188038.500000 Penalty: 5303.204590
	Iteration 35Q: 3 clusters Score -8188038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8188028.500000 Penalty: 5303.204590
	Iteration 36Q: 3 clusters Score -8188028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8188020.000000 Penalty: 5303.204590
	Iteration 37Q: 3 clusters Score -8188020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8188016.500000 Penalty: 5303.204590
	Iteration 38Q: 3 clusters Score -8188016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8188020.000000 Penalty: 5303.204590
	Iteration 39Q: 3 clusters Score -8188020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8188024.000000 Penalty: 5303.204590
	Iteration 40F: 3 clusters Score -8188024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8188017.500000 Penalty: 5303.204590
	Iteration 41Q: 3 clusters Score -8188018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8188017.000000 Penalty: 5303.204590
	Iteration 42Q: 3 clusters Score -8188017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8188018.500000 Penalty: 5303.204590
	Iteration 43Q: 3 clusters Score -8188018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8188024.500000 Penalty: 5303.204590
	Iteration 44Q: 3 clusters Score -8188024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8188018.000000 Penalty: 5303.204590
	Iteration 45Q: 3 clusters Score -8188018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8188030.500000 Penalty: 5303.204590
	Iteration 46Q: 3 clusters Score -8188030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8188024.000000 Penalty: 5303.204590
	Iteration 47Q: 3 clusters Score -8188024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8188012.000000 Penalty: 5303.204590
	Iteration 48Q: 3 clusters Score -8188012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8188013.000000 Penalty: 5303.204590
	Iteration 49Q: 3 clusters Score -8188013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8188013.500000 Penalty: 5303.204590
	Iteration 50Q: 3 clusters Score -8188014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8188017.000000 Penalty: 5303.204590
	Iteration 51Q: 3 clusters Score -8188017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8188009.500000 Penalty: 5303.204590
	Iteration 52Q: 3 clusters Score -8188010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8188014.000000 Penalty: 5303.204590
	Iteration 53Q: 3 clusters Score -8188014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8188009.000000 Penalty: 5303.204590
	Iteration 54Q: 3 clusters Score -8188009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8188032.000000 Penalty: 5303.204590
	Iteration 55Q: 3 clusters Score -8188032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8188015.500000 Penalty: 5303.204590
	Iteration 56Q: 3 clusters Score -8188016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8188019.000000 Penalty: 5303.204590
	Iteration 57Q: 3 clusters Score -8188019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8188017.000000 Penalty: 5303.204590
	Iteration 58Q: 3 clusters Score -8188017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8188007.500000 Penalty: 5303.204590
	Iteration 59Q: 3 clusters Score -8188008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8188003.500000 Penalty: 5303.204590
	Iteration 60F: 3 clusters Score -8188004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8188008.500000 Penalty: 5303.204590
	Iteration 61Q: 3 clusters Score -8188008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8188003.500000 Penalty: 5303.204590
	Iteration 62Q: 3 clusters Score -8188004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8188003.500000 Penalty: 5303.204590
	Iteration 63Q: 3 clusters Score -8188004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8187997.000000 Penalty: 5303.204590
	Iteration 64Q: 3 clusters Score -8187997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8187988.500000 Penalty: 5303.204590
	Iteration 65Q: 3 clusters Score -8187988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8188000.500000 Penalty: 5303.204590
	Iteration 66Q: 3 clusters Score -8188000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8187994.500000 Penalty: 5303.204590
	Iteration 67Q: 3 clusters Score -8187994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8187989.500000 Penalty: 5303.204590
	Iteration 68Q: 3 clusters Score -8187990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8187994.500000 Penalty: 5303.204590
	Iteration 69Q: 3 clusters Score -8187994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8187993.000000 Penalty: 5303.204590
	Iteration 70Q: 3 clusters Score -8187993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8187998.500000 Penalty: 5303.204590
	Iteration 71Q: 3 clusters Score -8187998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8188007.000000 Penalty: 5303.204590
	Iteration 72Q: 3 clusters Score -8188007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8188008.500000 Penalty: 5303.204590
	Iteration 73Q: 3 clusters Score -8188008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8188003.000000 Penalty: 5303.204590
	Iteration 74Q: 3 clusters Score -8188003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8187998.000000 Penalty: 5303.204590
	Iteration 75Q: 3 clusters Score -8187998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8187998.000000 Penalty: 5303.204590
	Iteration 76F: 3 clusters Score -8187998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (40044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Entering Unmasked Estep 
Score: -7342811.000000 Penalty: 2628.238037
	Iteration 0F: 2 clusters Score -7342811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -7315704.000000 Penalty: 5256.476074
	Iteration 0F: 3 clusters Score -7315704 nChanged 18258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -7325606.000000 Penalty: 5256.476074
	Iteration 1F: 3 clusters Score -7325606 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -7326053.500000 Penalty: 5256.476074
	Iteration 2Q: 3 clusters Score -7326054 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -7326523.500000 Penalty: 5256.476074
	Iteration 3Q: 3 clusters Score -7326524 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -7327041.000000 Penalty: 5256.476074
	Iteration 4Q: 3 clusters Score -7327041 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -7327800.500000 Penalty: 5256.476074
	Iteration 5Q: 3 clusters Score -7327800 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -7328853.000000 Penalty: 5256.476074
	Iteration 6F: 3 clusters Score -7328853 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -7330471.000000 Penalty: 5256.476074
	Iteration 7F: 3 clusters Score -7330471 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -7332835.000000 Penalty: 5256.476074
	Iteration 8F: 3 clusters Score -7332835 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -7335602.500000 Penalty: 5256.476074
	Iteration 9F: 3 clusters Score -7335602 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -7338082.000000 Penalty: 5256.476074
	Iteration 10F: 3 clusters Score -7338082 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7339491.000000 Penalty: 5256.476074
	Iteration 11Q: 3 clusters Score -7339491 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7340082.000000 Penalty: 5256.476074
	Iteration 12Q: 3 clusters Score -7340082 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7340300.500000 Penalty: 5256.476074
	Iteration 13Q: 3 clusters Score -7340300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7340394.500000 Penalty: 5256.476074
	Iteration 14Q: 3 clusters Score -7340394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7340441.500000 Penalty: 5256.476074
	Iteration 15Q: 3 clusters Score -7340442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7340455.000000 Penalty: 5256.476074
	Iteration 16Q: 3 clusters Score -7340455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7340476.000000 Penalty: 5256.476074
	Iteration 17Q: 3 clusters Score -7340476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7340485.500000 Penalty: 5256.476074
	Iteration 18Q: 3 clusters Score -7340486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -7340493.500000 Penalty: 5256.476074
	Iteration 19Q: 3 clusters Score -7340494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7340494.000000 Penalty: 5256.476074
	Iteration 20F: 3 clusters Score -7340494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 40872 members 
Mstep: Class 3 contains 39825 members 
Mstep: Class 4 contains 46979 members 
Mstep: Class 5 contains 49362 members 
Mstep: Class 6 contains 49667 members 
Mstep: Class 7 contains 46486 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46346 members 
Mstep: Class 11 contains 42383 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41102 members 
Mstep: Class 15 contains 40200 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 45777 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36876 members 
Mstep: Class 21 contains 28944 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44000 members 
Mstep: Class 24 contains 40044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945264.000000 Penalty: 80096.007812
Iteration 479Q: 25 clusters Score -1.269453e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 40884 members 
Mstep: Class 3 contains 39811 members 
Mstep: Class 4 contains 46974 members 
Mstep: Class 5 contains 49375 members 
Mstep: Class 6 contains 49674 members 
Mstep: Class 7 contains 46483 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46339 members 
Mstep: Class 11 contains 42383 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41108 members 
Mstep: Class 15 contains 40186 members 
Mstep: Class 16 contains 3470 members 
Mstep: Class 17 contains 45779 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36865 members 
Mstep: Class 21 contains 28947 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43996 members 
Mstep: Class 24 contains 40044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945448.000000 Penalty: 80096.007812
Iteration 480F: 25 clusters Score -1.269454e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 40892 members 
Mstep: Class 3 contains 39796 members 
Mstep: Class 4 contains 46975 members 
Mstep: Class 5 contains 49382 members 
Mstep: Class 6 contains 49682 members 
Mstep: Class 7 contains 46485 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46332 members 
Mstep: Class 11 contains 42380 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41107 members 
Mstep: Class 15 contains 40184 members 
Mstep: Class 16 contains 3471 members 
Mstep: Class 17 contains 45771 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36864 members 
Mstep: Class 21 contains 28946 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 43998 members 
Mstep: Class 24 contains 40040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945496.000000 Penalty: 80096.007812
Iteration 481Q: 25 clusters Score -1.269455e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 40905 members 
Mstep: Class 3 contains 39784 members 
Mstep: Class 4 contains 46970 members 
Mstep: Class 5 contains 49400 members 
Mstep: Class 6 contains 49675 members 
Mstep: Class 7 contains 46485 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46333 members 
Mstep: Class 11 contains 42377 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41113 members 
Mstep: Class 15 contains 40168 members 
Mstep: Class 16 contains 3472 members 
Mstep: Class 17 contains 45775 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36865 members 
Mstep: Class 21 contains 28945 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44000 members 
Mstep: Class 24 contains 40036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945416.000000 Penalty: 80096.007812
Iteration 482Q: 25 clusters Score -1.269454e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 40916 members 
Mstep: Class 3 contains 39774 members 
Mstep: Class 4 contains 46968 members 
Mstep: Class 5 contains 49390 members 
Mstep: Class 6 contains 49670 members 
Mstep: Class 7 contains 46484 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46343 members 
Mstep: Class 11 contains 42374 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41115 members 
Mstep: Class 15 contains 40157 members 
Mstep: Class 16 contains 3474 members 
Mstep: Class 17 contains 45779 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36868 members 
Mstep: Class 21 contains 28945 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44010 members 
Mstep: Class 24 contains 40030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945312.000000 Penalty: 80096.007812
Iteration 483Q: 25 clusters Score -1.269453e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 40911 members 
Mstep: Class 3 contains 39773 members 
Mstep: Class 4 contains 46968 members 
Mstep: Class 5 contains 49388 members 
Mstep: Class 6 contains 49675 members 
Mstep: Class 7 contains 46479 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46341 members 
Mstep: Class 11 contains 42375 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41117 members 
Mstep: Class 15 contains 40158 members 
Mstep: Class 16 contains 3476 members 
Mstep: Class 17 contains 45774 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36863 members 
Mstep: Class 21 contains 28945 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44032 members 
Mstep: Class 24 contains 40033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945320.000000 Penalty: 80096.007812
Iteration 484Q: 25 clusters Score -1.269453e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 40901 members 
Mstep: Class 3 contains 39761 members 
Mstep: Class 4 contains 46963 members 
Mstep: Class 5 contains 49386 members 
Mstep: Class 6 contains 49667 members 
Mstep: Class 7 contains 46477 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46354 members 
Mstep: Class 11 contains 42375 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41114 members 
Mstep: Class 15 contains 40145 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 45769 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36870 members 
Mstep: Class 21 contains 28948 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44052 members 
Mstep: Class 24 contains 40032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945264.000000 Penalty: 80096.007812
Iteration 485Q: 25 clusters Score -1.269453e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 40902 members 
Mstep: Class 3 contains 39757 members 
Mstep: Class 4 contains 46964 members 
Mstep: Class 5 contains 49383 members 
Mstep: Class 6 contains 49676 members 
Mstep: Class 7 contains 46479 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46359 members 
Mstep: Class 11 contains 42375 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41111 members 
Mstep: Class 15 contains 40141 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 45768 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36874 members 
Mstep: Class 21 contains 28950 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44060 members 
Mstep: Class 24 contains 40029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945376.000000 Penalty: 80096.007812
Iteration 486Q: 25 clusters Score -1.269454e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 40902 members 
Mstep: Class 3 contains 39748 members 
Mstep: Class 4 contains 46963 members 
Mstep: Class 5 contains 49380 members 
Mstep: Class 6 contains 49676 members 
Mstep: Class 7 contains 46480 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46365 members 
Mstep: Class 11 contains 42372 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41106 members 
Mstep: Class 15 contains 40133 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 45782 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36880 members 
Mstep: Class 21 contains 28952 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44059 members 
Mstep: Class 24 contains 40025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945544.000000 Penalty: 80096.007812
Iteration 487Q: 25 clusters Score -1.269455e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 40913 members 
Mstep: Class 3 contains 39744 members 
Mstep: Class 4 contains 46961 members 
Mstep: Class 5 contains 49399 members 
Mstep: Class 6 contains 49680 members 
Mstep: Class 7 contains 46483 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46372 members 
Mstep: Class 11 contains 42368 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41104 members 
Mstep: Class 15 contains 40117 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 45777 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36882 members 
Mstep: Class 21 contains 28952 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44052 members 
Mstep: Class 24 contains 40021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945656.000000 Penalty: 80096.007812
Iteration 488Q: 25 clusters Score -1.269457e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 40917 members 
Mstep: Class 3 contains 39736 members 
Mstep: Class 4 contains 46951 members 
Mstep: Class 5 contains 49417 members 
Mstep: Class 6 contains 49690 members 
Mstep: Class 7 contains 46473 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46380 members 
Mstep: Class 11 contains 42368 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41106 members 
Mstep: Class 15 contains 40112 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 45769 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36880 members 
Mstep: Class 21 contains 28953 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44056 members 
Mstep: Class 24 contains 40023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945672.000000 Penalty: 80096.007812
Iteration 489Q: 25 clusters Score -1.269457e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 40925 members 
Mstep: Class 3 contains 39736 members 
Mstep: Class 4 contains 46945 members 
Mstep: Class 5 contains 49427 members 
Mstep: Class 6 contains 49678 members 
Mstep: Class 7 contains 46467 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46393 members 
Mstep: Class 11 contains 42365 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41106 members 
Mstep: Class 15 contains 40107 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 45766 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36873 members 
Mstep: Class 21 contains 28955 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44065 members 
Mstep: Class 24 contains 40025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945536.000000 Penalty: 80096.007812
Iteration 490Q: 25 clusters Score -1.269455e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 40934 members 
Mstep: Class 3 contains 39724 members 
Mstep: Class 4 contains 46946 members 
Mstep: Class 5 contains 49440 members 
Mstep: Class 6 contains 49674 members 
Mstep: Class 7 contains 46468 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46400 members 
Mstep: Class 11 contains 42366 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41106 members 
Mstep: Class 15 contains 40105 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 45773 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36866 members 
Mstep: Class 21 contains 28958 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44053 members 
Mstep: Class 24 contains 40033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945504.000000 Penalty: 80096.007812
Iteration 491Q: 25 clusters Score -1.269455e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 40940 members 
Mstep: Class 3 contains 39719 members 
Mstep: Class 4 contains 46948 members 
Mstep: Class 5 contains 49461 members 
Mstep: Class 6 contains 49661 members 
Mstep: Class 7 contains 46470 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46394 members 
Mstep: Class 11 contains 42366 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41112 members 
Mstep: Class 15 contains 40104 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 45770 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36859 members 
Mstep: Class 21 contains 28961 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44036 members 
Mstep: Class 24 contains 40031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945408.000000 Penalty: 80096.007812
Iteration 492Q: 25 clusters Score -1.269454e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 40953 members 
Mstep: Class 3 contains 39732 members 
Mstep: Class 4 contains 46958 members 
Mstep: Class 5 contains 49464 members 
Mstep: Class 6 contains 49656 members 
Mstep: Class 7 contains 46468 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46385 members 
Mstep: Class 11 contains 42366 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41112 members 
Mstep: Class 15 contains 40100 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 45775 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36847 members 
Mstep: Class 21 contains 28961 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44012 members 
Mstep: Class 24 contains 40035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945328.000000 Penalty: 80096.007812
Iteration 493Q: 25 clusters Score -1.269453e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 40961 members 
Mstep: Class 3 contains 39730 members 
Mstep: Class 4 contains 46967 members 
Mstep: Class 5 contains 49467 members 
Mstep: Class 6 contains 49650 members 
Mstep: Class 7 contains 46468 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46370 members 
Mstep: Class 11 contains 42369 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41117 members 
Mstep: Class 15 contains 40096 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 45760 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36839 members 
Mstep: Class 21 contains 28962 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44015 members 
Mstep: Class 24 contains 40042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945304.000000 Penalty: 80096.007812
Iteration 494Q: 25 clusters Score -1.269453e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 40975 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 46976 members 
Mstep: Class 5 contains 49463 members 
Mstep: Class 6 contains 49644 members 
Mstep: Class 7 contains 46455 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46357 members 
Mstep: Class 11 contains 42375 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41124 members 
Mstep: Class 15 contains 40086 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 45747 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36830 members 
Mstep: Class 21 contains 28961 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44023 members 
Mstep: Class 24 contains 40045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945296.000000 Penalty: 80096.007812
Iteration 495Q: 25 clusters Score -1.269453e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 40986 members 
Mstep: Class 3 contains 39752 members 
Mstep: Class 4 contains 46981 members 
Mstep: Class 5 contains 49460 members 
Mstep: Class 6 contains 49633 members 
Mstep: Class 7 contains 46460 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46348 members 
Mstep: Class 11 contains 42372 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41122 members 
Mstep: Class 15 contains 40083 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 45744 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36814 members 
Mstep: Class 21 contains 28960 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44032 members 
Mstep: Class 24 contains 40047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945440.000000 Penalty: 80096.007812
Iteration 496Q: 25 clusters Score -1.269454e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 41007 members 
Mstep: Class 3 contains 39766 members 
Mstep: Class 4 contains 46988 members 
Mstep: Class 5 contains 49444 members 
Mstep: Class 6 contains 49627 members 
Mstep: Class 7 contains 46460 members 
Mstep: Class 8 contains 1050 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46341 members 
Mstep: Class 11 contains 42372 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41118 members 
Mstep: Class 15 contains 40059 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 45738 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36809 members 
Mstep: Class 21 contains 28959 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44034 members 
Mstep: Class 24 contains 40043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945448.000000 Penalty: 80096.007812
Iteration 497Q: 25 clusters Score -1.269454e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 41020 members 
Mstep: Class 3 contains 39796 members 
Mstep: Class 4 contains 46984 members 
Mstep: Class 5 contains 49443 members 
Mstep: Class 6 contains 49599 members 
Mstep: Class 7 contains 46466 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46342 members 
Mstep: Class 11 contains 42365 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41114 members 
Mstep: Class 15 contains 40049 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 45736 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36809 members 
Mstep: Class 21 contains 28959 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44029 members 
Mstep: Class 24 contains 40045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945408.000000 Penalty: 80096.007812
Iteration 498Q: 25 clusters Score -1.269454e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 41034 members 
Mstep: Class 3 contains 39813 members 
Mstep: Class 4 contains 46984 members 
Mstep: Class 5 contains 49441 members 
Mstep: Class 6 contains 49587 members 
Mstep: Class 7 contains 46468 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46332 members 
Mstep: Class 11 contains 42364 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41119 members 
Mstep: Class 15 contains 40043 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 45742 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36803 members 
Mstep: Class 21 contains 28959 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44037 members 
Mstep: Class 24 contains 40045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945488.000000 Penalty: 80096.007812
Iteration 499Q: 25 clusters Score -1.269455e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 41048 members 
Mstep: Class 3 contains 39828 members 
Mstep: Class 4 contains 46981 members 
Mstep: Class 5 contains 49436 members 
Mstep: Class 6 contains 49583 members 
Mstep: Class 7 contains 46461 members 
Mstep: Class 8 contains 1049 members 
Mstep: Class 9 contains 543 members 
Mstep: Class 10 contains 46338 members 
Mstep: Class 11 contains 42365 members 
Mstep: Class 12 contains 243 members 
Mstep: Class 13 contains 892 members 
Mstep: Class 14 contains 41111 members 
Mstep: Class 15 contains 40032 members 
Mstep: Class 16 contains 3478 members 
Mstep: Class 17 contains 45734 members 
Mstep: Class 18 contains 2450 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 36799 members 
Mstep: Class 21 contains 28959 members 
Mstep: Class 22 contains 1088 members 
Mstep: Class 23 contains 44032 members 
Mstep: Class 24 contains 40053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -126945336.000000 Penalty: 80096.007812
Iteration 500F: 25 clusters Score -1.269453e+08 nChanged 360
Maximum iterations exceeded
--- Evaluating fit on full set of 2096132 points ---
Entering Unmasked Estep 
Score: -385071648.000000 Penalty: 86634.953125
25->25 Clusters: Score -385071648.000000, best is -385147328.000000

Main iterations: 0 (time per=infms)
Total iterations: 104843 (time per=368.929465ms)
Iterations metric 2: 5529307971584.000000 (time per=6.995391ns)
Iterations metric 3: 165871435644928.000000 (time per=233.190674ps)

That took 38679.671875 seconds.
